16 Jan 2021
January 16, 2021

matplotlib default marker size

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Matplotlib markers in python have used mark points while line and scatter plots. Code for reproduction Matplotlib is a library in Python and it is numerical ... function in axes module of matplotlib library is used to plot a scatter of y vs. x with varying marker size and/or color. located at (0, 0) and the size is Get occassional tutorials, guides, and jobs in your inbox. It accepts a static one value for all the markers or array like values. In this tutorial, we'll take a look at how to change the marker size in a Matplotlib scatter plot. The happiness score is a list, coming straight from the df, so this can work with other lists as well. This is a useful way to visualize the data, but the plot’s legend will use the same marker sizes by default and it can be quite difficult to discern the color of a single point in isolation. matplotlib: plotting with Python. One having the height and the other having the corresponding weights of each student. Get the spreadsheets here: All template types named Vector* must support the following operations. Use the alpha parameter to plt.scatter() to make translucent markers. matplotlib.markers ¶ This module contains functions to handle markers. The marker size in points**2. Matplotlib comes with a set of default settings that allow customizing all kinds of properties. Because other answers here claim that s denotes the area of the marker, I'm adding this answer to clearify that this is not necessarily the case.. Stop Googling Git commands and actually learn it! The matplotlib scatter function has an s argument that defines the size of a marker. You can change the line type and marker size with additional arguments. Build the foundation you'll need to provision, deploy, and run Node.js applications in the AWS cloud. Default is rcParams['lines.markersize'] ** 2. c array-like or list of colors or color, optional. Other visualization libraries are by default more open-looking, and this effect can be … Get occassional tutorials, guides, and reviews in your inbox. Per default, the x-axis values are the list indexes of the passed line. Much of Matplotlib's popularity comes from its customization options - you can tweak just about any element from its hierarchy of objects. The edge or border of the markers are drawn in black by default. Having it be defined as "20" in the call signature is a long-standing bug. In this tutorial, we'll take a look at how to change the marker size in a Matplotlib scatter plot.. Let’s look at some of the examples of plotting a scatter diagram with matplotlib. I hope this article helps you in all aspects related to matplotlib markers in python. markeredgecolor – By using this keyword, we will tell Matplotlib what color to use to draw the edges of our marker. 1. Name-value pair: If you set this property as a name-value pair with the “plot” function, you must set it after all the x,y pairs. matplotlib markers stem. Name-value pair settings apply to all the plotted lines. How do you change the size of figures drawn in Matplotlib? Here is the list of 5 points this article will be based upon: Removing Spines; Adding Custom Font to Title and Axis Labels; Adding Units to Axis Labels; Changing Marker, Color, Size, and Opacity; Adding Annotations; Without further ado, let’s dive straight into the first point. Ask Question Asked 1 year, 1 month ago. cmap (str or ~matplotlib.colors.Colormap, default: rcParams[“image.cmap”]) – A .Colormap instance or registered colormap name. Subscribe to our newsletter! Here, we assigned 150 as a marker size, which means all the markers will size to that value. Used by both the John Hunter Excellence in Plotting Contest 2020 path: a Path instance. As a consequence of this the default font sizes used for the title, tick labels, and axes labels were reduced to maintain their size relative to the overall size of the figure. ## The font.size property is the default font size for text, given in pts. I frequently find myself plotting clusters of points in Matplotlib with relatively small marker sizes. Marker edge width¶. pixels While the scatter marker's size in points would hence look different for different figure dpi, one could produce a 10 by 10 pixels^2 marker, which would always have the same number of pixels covered: See matplotlib.markers for more information about marker styles. By default, an arrow in Matplotlib is blue with black edges but we can easily change this by using the facecolor and edgecolor arguments: ... B = [12, 14, 17, 20, 22, 27] #create scatterplot, specifying marker size to be 40 plt. Matplotlib is one of the most widely used data visualization libraries in Python. Notes. A format string consists of a part for color, marker and line: fmt = '[marker][line][color]' Each of them is optional. Possible values: A scalar or sequence of n numbers to be mapped to colors using cmap and norm. cmap is only used if c is an array of floats. Format Strings . However, I want the markers of the datapoints to have a size that corresponds to … The default scatter marker size is rcParams['lines.markersize'] ** 2. Figure 15. Here, we've extracted the values from the Score column, scaled them and applied the size back to the scatter plot: If you'd like to detach the marker size from some variable, and would just like to set a standard, global size of markers in the scatter plot, you can simply pass in a single value for s: In this tutorial, we've gone over how to change the marker size in a Matplotlib Scatter Plot. You can quickly add circles to a plot in Matplotlib by using the Circle() function, which uses the following syntax:. This command makes de default axes font size to be 25 and the title font, to be 24. path A Path instance. Markers parameter in the plot() method is used to mark the data points in our plot. The center of the marker is located at (0, 0) and the size … plt . Possible values: A scalar or sequence of n numbers to be mapped to colors using cmap and norm. STIX math font, … Matplotlib Scatter Marker Size. Changing Marker, Color, Size, and Opacity; Adding Annotations; Without further ado, let’s dive straight into the first point. The docs define s as: The marker size in points**2. Size in points^2. Data Visualization in Python, a book for beginner to intermediate Python developers, will guide you through simple data manipulation with Pandas, cover core plotting libraries like Matplotlib and Seaborn, and show you how to take advantage of declarative and experimental libraries like Altair. The size of the marker is 20 by default. Examples of Line plot with markers in matplotlib. matplotlib.pyplot.scatter, The marker size in points**2. Let's start off by plotting the generosity score against the GDP per capita: Now, let's say we'd like to increase the size of each marker, based on the perceived happiness of the inhabitants of that country. By default, one axis of a Matplotlib plot typically displays more pixels per data unit. 1. vertices. This will produce really small markers if we use them in their original values. Marker edge overlaps with marker and the edge appears to be double the width specified. plt.xticks(fontsize= ) to Set Matplotlib Tick Labels Font Size from matplotlib import pyplot as plt from datetime import datetime, timedelta xvalues = range(10) yvalues = xvalues fig,ax = plt.subplots() plt.plot(xvalues, yvalues) plt.xticks(fontsize=16) plt.grid(True) plt.show() plt.xticks(fontsize=16) plt.xticks gets or sets the properties of tick locations and labels of the x-axis. Parameters: x, y float or array-like, shape (n, ). The docs define s as: The marker size in points**2. The s keyword argument controls the size of markers in plt.scatter(). This tutorial shows several examples of how to use this function in practice: (numsides, 0, angle) A regular polygon with numsides sides, rotated by angle. Additionally, you will understand how you can customize your graph: change the background color, change the font size, change the marker, and include an image using the Matplotlib imshow function. The default width is 6. Demo the marker edge widths of matplotlib’s markers. #font.family : sans-serif: #font.style : normal: #font.variant : normal: #font.weight : normal: #font.stretch : normal ## note that font.size controls default text sizes. Here, we assigned 150 as a marker size, which means all the markers will size to that value. Luckily, there’s a lot you can do about it. Matplotlib comes with a set of default settings that allow customizing all kinds of properties. We have the data for heights and weights of 10 students at a university and want to plot a scatter plot of the distribution between them. Understand your data better with visualizations! Active 2 years, 9 months ago. The other matplotlib functions do not define marker size in this way. s: scalar or array_like, shape (n, ), optional size in points^2. Pre-order for 20% off! ## 10 pt is the standard value. Statistics in Excel Made Easy is a collection of 16 Excel spreadsheets that contain built-in formulas to perform the most commonly used statistical tests. 1. matplotlib.patches.Circle(xy, radius=5) where: xy: The (x, y) coordinates for the circle radius: The radius of the circle. Markers of different types ("o", "s", "*" ...) do not visually appear to be of the same size when their marker size (e.g. The points in the scatter plot are by default small if the optional parameters in the syntax are not used. Creates one if ax=None. s (float or array-like, shape (n, ), optional) – The marker size in points**2. In Figure 15, I create a circle mark for every 5 data. c : color , sequence, or sequence of color, optional. ; Fundamentally, scatter works with 1-D arrays; x, y, s, and c may be input as 2-D arrays, but within scatter they will be flattened. Nevertheless, I could not use the same command for the marker size in the legend. Font Size : The font size or text size is how large the characters displayed on a screen or printed on a page are. To draw one in matplotlib, use the plt.plot() function and pass it a list of numbers used as the y-axis values. Conclusion: Matplotlib Marker. To change the size of the markers, we use the s argument, for the scatter() function. equally accessible via capitalized variables, like CARETDOWNBASE. According to documentation, s is the marker size in points 2. #font.family ... o ## The default marker type for scatter plots. Matplotlib automatically connects the points with a blue line per default. If not provided, the value from the style cycle is used. If you're interested in Data Visualization and don't know where to start, make sure to check out our book on Data Visualization in Python. Introduction to Data Visualization in Python with Pandas, Set Up Gated Checkin for Spring Boot Projects with Github and Jenkins, Improve your skills by solving one coding problem every day, Get the solutions the next morning via email. Mark every in Matplotlib (Image by Author). matplotlib: plotting ... ## The font.size property is the default font size for text, given in pts. It accepts a scalar or an array. You can change the marker size for a line plot by setting the “MarkerSize” property, either as a name-value pair or by accessing the “Line” object. This becomes obvious when you use alpha transparency and a very larger point marker with a large edge width or in the case where I noticed it a small figure (about 2 inches wide) with the default rcParams. The center of the marker is located at (0,0) and the size is normalized. Set the Same Scatter Marker Size of All Points in Matplotlib Change the size of figures: plt.rcParams["figure.figsize"] = (4, 8) will set graph figure with 400px in width and 800px in height. Font Size : The font size or text size is how large the characters displayed on a screen or printed on a page are. Default is rcParams['lines.markersize'] ** 2. This can changed to any of the other markers available in Matplotlib using the marker input argument. I am plotting a time series where x is a series of datetime.datetime objects and y is a series of doubles. By default, markers that are filled discs, that is of type o, are drawn. It accepts a static one value for all the markers or array like values. Default is rcParams['lines.markersize'] ** 2. c: color, sequence, or sequence of color, optional, default: ‘b’ The marker color. The center of the marker is ## 10 pt is the standard value. You can control the defaults of almost every property in matplotlib: figure size and dpi, line width, color and style, axes, axis and grid properties, text and font properties and so on. scatter. In other words, I couldn't find a command of the type Your email address will not be published. This module contains functions to handle markers. Where, s is a scalar or an array of the same length as x and y, to set the scatter marker size. The different markers of Matplotlib are shown here. This means that if we want a marker to have area 5, we must write s=5**2. ms=8) is equal (matplotlib 3.1.1). Unsubscribe at any time. The matplotlib scatter function has an s argument that defines the size of a marker. (numsides, style, angle) see below: The marker can also be a tuple (numsides, style, angle), which will create a custom, regular symbol. ms=8) is equal (matplotlib 3.1.1). Matplotlib automatically connects the points with a blue line per default. Sometimes it is necssary to change the marker size after it's been plotted which is my 2nd solution. pyplot as plt import numpy as np vals = np . In plt.scatter(), the default marker size is s=72. ... Prev How to Adjust Marker Size in Matplotlib (With Examples) Next How to Change Background Color in Matplotlib (With Examples) Leave a Reply Cancel reply. As I thought before, scatterplot markers can be configured by s parameter, You can create it with this argument 'o' # shape for each 5 data markevery = 5 # mark every ms = 7 # size of the circle in mark every. pad: Padding between the figure edge and the edges of subplots, as a fraction, i.e., float value of the font size. Charts in Matplotlib are shown in a ‘box’ which looks very restrictive, to say at least. Matplotlib scatter marker size. matplotlib: How to use marker size / color as an extra dimension in plots? import matplotlib.pyplot as plt import numpy as np x = np.arange(1,25,1) y = np.log(x) plt.plot(x,y, marker='x') plt.show() Output: The marker that we have used is ‘D’ which will create Diamond shaped data points. size in points^2. normalized, such that the created path Name-value pair: If you set this property as a name-value pair with the “plot” function, you must set it after all the x,y pairs. In How to make thicker stem lines in matplolib there is a description of how to control the width of stem lines. import matplotlib.pyplot as plt. However, it is possible to set the limits explicitly by using set_xlim() and set_ylim() functions. those cases None still means 'default'. Matplotlib comes with a set of default settings that allow customizing all kinds of properties. This can be taken literally. Let us look at the syntax of matplotlib.pyplot.plot(), plt.plot(x,y, scalex=True, scaley=True, data=None, marker=’marker … Default is rcParams['lines.markersize'] ** 2. c (array-like or list of colors or color, optional) – The marker colors. The plot function will be faster for scatterplots where markers don't vary in size or color. numsides: the number of sides ... default… Where, s is a scalar or an array of the same length as x and y, to set the scatter marker size. Python Scatter plot size and edge colors. Matplotlib’s default tick locators and formatters are designed to be generally sufficient in many common situations. Discussed below are various ways in which s can be set. Those are matplotlib.pyplot.scatter ... **kwargs) ¶ A scatter plot of y vs x with varying marker size and/or color. So the relationship between the markersize of a line plot and the scatter size argument is the square. If the list is shorter or longer, the code will break. The marker size in points**2. A 2-D array in which the rows are RGB or RGBA. Also see the STIX Fonts Demo. On Thu, Mar 17, 2016 at 9:27 AM, Рудольф notifications@github.com wrote: Hello! You can control the defaults of almost every property in matplotlib: figure size and dpi, line width, color and style, axes, axis and grid properties, text and font properties and so on. Default Matplotlib scatter plot. the default "s" parameter in scatter and plot. The data positions. Default is rcParams['lines.markersize'] ** 2.. c array-like or list of colors or color, optional. To broaden the plot, set the width greater than 1. Sometimes we need to adjust the markers to have a different numerical value of marker size to: import numpy as np import matplotlib.pyplot as plt import matplotlib.ticker as ticker # Prepare 5 lines x = np.linspace(0,20,10) y1 = x y2 = x*2 y3 = x*3 y4 = x*4 y5 = x*5 Also there should be a marker per index unit ( x and y are both integers) so if y goes from 60 to 100, there should be 40 markers in y direction. ecdf_color: matplotlib color (default=None) Color for the ECDF plot; uses matplotlib defaults if None. See the STL vector documentation for more detail on the implementation. These are the 3 keywords than we can use to set different line color and marker color in Matplotlib. In order to obtain a marker which is x points large, you need to square that number and give it to the s argument. linspace (-np. s: scalar or array_like, shape (n, ), optional. The data is present in two lists. matplotlib.pyplot.plot(*args, scalex=True, scaley=True, data=None, **kwargs) ... XY scatter plot with markers of varying size and/or color ( sometimes also called bubble chart). Change these small details in your charts will give a more professional and polished look. ; Any or all of x, y, s, and c may be masked arrays, in which case all masks will be combined and only unmasked points will be plotted. Note that special symbols can be defined via the You can control the defaults of almost every property in matplotlib: figure size and dpi, line width, color and style, axes, axis and grid properties, text and font properties and so on. Markers of different types ("o", "s", "*" ...) do not visually appear to be of the same size when their marker size (e.g. Entries are due June 1, 2020. submissions are open! Matplotlib automatically arrives at the minimum and maximum values of variables to be displayed along x, y (and z axis in case of 3D plot) axes of a plot. I am using a seaborn pairplot to plot a scatter plot of different dimensions of my datapoints. Default is rcParams['lines.markersize'] ** 2. marker functionality of plot and This means that if we want a marker to have area 5, we must write s=5**2. A list of (x, y) pairs used for Path Introduction. But how to control the size of the stem markers? pi, 256) C, S = np. Matplotlib’s default tick locators and formatters are designed to be generally sufficient in many common situations. Viewed 1k times 0. Viewed 3k times 2. Remove Spines. The marker size in points**2. Hence the following are equivalent: © Copyright 2002 - 2012 John Hunter, Darren Dale, Eric Firing, Michael Droettboom and the Matplotlib development team; 2012 - 2018 The Matplotlib development team. Default is 5. The better solution is to specify the size of the markers as you're calling scatter() by using the 3rd input to that function (see the documentation). In the example below, we color the markers gray by setting the c parameter to a string value between 0 and 1. import matplotlib . With over 330+ pages, you'll learn the ins and outs of visualizing data in Python with popular libraries like Matplotlib, Seaborn, Bokeh, and more. Parameters: x, y: array_like, shape (n, ) The data positions. Below is an example with the default matplotlib markers, which works with older matplotlib. Details Matplotlib has a great selection of markers, but the relative sizes of these markers are not perceptually uniform, see You can change the line type and marker size with additional arguments. To keep the figure the same size in terms of pixels, in order to maintain approximately the same size on the screen, the default figure size was reduced from 8x6 inches to 6.4x4.8 inches. Ask Question Asked 5 years, 2 months ago. A sequence of colors of length n. A single color format string. The marker color. The marker colors. scatter (A, B, s= 40) #add arrow to plot plt. Contribute to matplotlib/matplotlib development by creating an account on GitHub. referred to from other docs for the valid inputs from marker inputs and in In our first example, we will create an array and passed to a log function. Default is rcParams['lines.markersize'] ** 2 . The last example of this matplotlib scatter plot tutorial is … Markers can also be custom made depending on programmers choice. multivariate_normal ( [ 0 , 0 ] , [ [ 4 , 2 ] , [ 2 , 3 ] ] , 2000 ) # Create a scatter plot with translucent markers. In plt.scatter(), the default marker size is s=72. STIX font table. None is the default which means 'nothing', however this table is Line type and marker size in points 2 to suit specific requirements ) and. A ‘ box ’ which looks very restrictive, to set different color! You please explain, what exact size you mean / color as an extra in! Edges of our marker hands-on, practical guide to learning Git, with best-practices and industry-accepted standards plotting. S as: the marker size with additional arguments increase the size is how large the characters on. Work with other lists as well John Hunter Excellence in plotting Contest 2020 submissions are open a 2-D in... Documentation, s is the marker size / color as an extra dimension in plots n't a... # the font.size property is the marker is located at ( 0, angle ) a regular polygon with sides! The happiness score is a list, coming straight from the df, so this can with... Alpha parameter to plt.scatter ( ) function and pass it a list of ( matplotlib default marker size, y ) pairs for! Years, 2 months ago marker input argument by using this keyword, assigned... Plt.Scatter ( ), optional font, to set the limits explicitly by using this,! 15, i could not use the plt.plot ( ) function length as x y. How to control the width of stem lines in matplolib there is a description of how to control the of. Of each student defined via the STIX math font, to say at least industry-accepted standards assigned as... Add circles to a log function dimension in plots could you please explain, what size... In the call signature is a series of datetime.datetime objects and y, to be generally sufficient in many situations. Single color format string functions in the legend generic Vector type where possible am using a seaborn to... Having it be defined via the STIX math font, to set the width of stem lines in matplolib is! Argument controls the size of scatter points in the legend series where x is list! Score is a series of doubles ( 0, angle ) a regular with! 3 keywords than we can tell matplotlib what color to use for ECDF. Made Easy is a series of doubles black by default small if the optional parameters in the syntax are used... Locators and formatters are designed to be double the width greater than 1 explicitly mentioned suit... If the list is shorter or longer, the default font size or,... Lambda, EC2, S3, SQS, and reviews in your inbox more,. Size or text size is matplotlib default marker size large the characters displayed on a screen or printed on a page.... At how to change the marker size defaults if None a static one value for the! The plt.plot ( ), optional an array of the marker is located (... Colormap name s argument that defines the size of markers in plt.scatter ( ), 1 month ago 5... Conclusion: matplotlib marker my datapoints capitalized variables, like CARETDOWNBASE size of markers in Python custom! Be mapped to colors using cmap and norm in our first example we! Can make to the markers or array like values additional arguments line and!: Hello docs define s as: the marker size in points^2 default=None ) between. Not provided, the marker is located at ( 0,0 ) and the size of examples... Is how large the characters displayed on a page are you 'll to... Ask Question Asked 1 year, 1 point == fig.dpi/72 integer numbers from 0 to 11 create lines triangles. Is how large the characters displayed on a page are get occassional tutorials, guides, and shape markers. Add arrow to plot a scatter plot of different dimensions of my datapoints a single format. A log function * * 2 RGB or RGBA in plt.scatter ( ),. Special symbols can be … Vector type¶ type Vector¶: a scalar or array_like, shape ( n,,. Markers do n't vary in size or text size is s=72 say at least plotting! Keyword argument controls the size of the other matplotlib functions do not define marker size in ‘. Scatter points in matplotlib are shown in a matplotlib scatter plot visualization libraries are by default matplotlib.. Out this hands-on, practical guide to learning Git, with best-practices and industry-accepted standards n numbers to 25... Stl Vector documentation for more detail on the implementation signature is a long-standing bug scatter marker size, color optional... Most widely used data visualization libraries are by default small if the list indexes the... Syntax of matplotlib 's popularity comes from its hierarchy of objects STIX font...... c array-like or list of numbers used as the y-axis values text, given in pts the! Size: the font size: the font size to that value looks very restrictive, to matplotlib default marker size. Regular polygon with numsides sides, rotated by angle or RGBA point == fig.dpi/72 its hierarchy of... “ image.cmap ” ] ) – a.Colormap instance or registered colormap name set_xlim... Value from the df, so this can work with other lists as well build the foundation you 'll to. C array-like or list of colors or color, optional template types named Vector * must support the operations. The plot, set the width greater than 1 types named Vector * must support the following operations can to... X with varying marker size in points^2 check out this hands-on, practical guide to learning,! Marker and the size of the marker is 20 by default you in aspects. Scatter diagram with matplotlib colors using cmap and norm create lines and triangles, h_pad=None, w_pad=None, )... Can make to the STIX font table the other having the corresponding weights of each.. Ticks are often explicitly mentioned to suit specific requirements add circles to a log function capitalized variables, like.! All template types named Vector * must support the following syntax: the text shorthand for a marker. Use them in their original values text size is how large the characters displayed on a screen printed! Matplotlib.Pyplot.Scatter... * * kwargs ) ¶ a scatter plot of different dimensions of my.! Point == fig.dpi/72 with additional arguments this means that if we want a marker size in tutorial! Input argument numbers used as the y-axis values what color to use marker size in points * * 2 )! Are equally accessible via capitalized variables, like CARETDOWNBASE in their original values or! Given in pts we can make to the STIX font symbols refer the... The default marker size in points * * 2 write s=5 * * kwargs ) ¶ a scatter... Development by creating an account on GitHub be set of the marker size in points^2 are in! Matplotlib is one of the other having the corresponding weights of each student want a marker have. To that value threshold line between the markersize of a marker to have area 5 we... Plotted lines with marker and the scatter marker size with additional arguments to have area 5, we discuss! In other words, i could not use the s argument that defines the size is how large the displayed. Face of our marker want a marker size, color, optional size in points 2 of scatter in..., and this effect can be … Vector type¶ type Vector¶ plot are by default small if the optional in. Hands-On, practical guide to learning Git, with best-practices and industry-accepted standards # the property! Float ( default=None ) color for the marker edge overlaps with marker and the size the... Axes font size to be generally sufficient in many common situations Рудольф notifications @ wrote. Statistics in Excel made Easy is a scalar or an array of the marker size points... In Python matplotlib.pyplot.tight_layout ( pad=1.08, h_pad=None, w_pad=None, rect=None ) parameters of matplotlib tight_layout relationship between markersize. Relatively small marker sizes if the optional parameters in the AWS cloud matplotlib are in. Numbers from 0 to 11 create lines and triangles of how to the! Plotting a time series where x is a series of datetime.datetime objects and y is a of! Of ticks are often explicitly mentioned to suit specific requirements 'll need to provision,,..., 1 month ago marker functionality of plot and scatter plots or array-like, shape ( n, ) data. De default axes font size or color, optional # # the default marker,... Used to increase the size of the class or the text shorthand a! That defines the size, color, sequence, or sequence of n numbers to be double the width than. A, B, s= 40 ) # add arrow to plot a scatter diagram with matplotlib edge.! Say at least out this hands-on, practical guide matplotlib default marker size learning Git with!, use the plt.plot ( ) function and pass it a list of numbers used as the y-axis values it... Git, with best-practices and industry-accepted standards been plotted which is my 2nd.! Text shorthand for a particular marker type Vector¶ numpy as np vals = np optional parameter ‘ s ’ used...... # # the font.size property is the marker size is how large characters... In plotting Contest 2020 submissions are open c: color, optional size in a ‘ ’! Default font size or color, sequence, or sequence of n numbers to be the... An existing matplotlib axes large the characters displayed on a page are is an array passed... Size you mean functions do not define marker size and/or color both the marker is 20 by.... Popularity comes from its customization options - you can tweak just about any from! Page are s in plt.scatter ( ) functions 20 by default ) parameters of matplotlib popularity.

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