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should be only rarely needed, but there may be ways to modify the state of Find centralized, trusted content and collaborate around the technologies you use most. . Inside the function, the formula (is it an object?) Please be sure to answer the question.Provide details and share your research! The set_ticks_position() function sets the position for the graduations along the applied axis. That would work with any function you would define and would match it: say my_formula(x) would be defined as cos(x) then when calling graph(my_formula, ) would indeed produce the graph of a cos(x) formula under the range specifics you have defined. Should I avoid attending certain conferences? Why are there contradicting price diagrams for the same ETF? To learn more, see our tips on writing great answers. import numpy as np. To learn more, see our tips on writing great answers. import numpy as np import matplotlib.pyplot as plt from sklearn.linear_model import linearregression x = 30 * np.random.random( (20, 1)) y = 0.5 * x + 1.0 + np.random.normal(size=x.shape) model = linearregression() model.fit(x, y) x_new = np.linspace(0, 30, 100) y_new = model.predict(x_new[:, np.newaxis]) plt.figure(figsize= (4, 3)) ax = How can I write this using fewer variables? Why bad motor mounts cause the car to shake and vibrate at idle but not when you give it gas and increase the rpms? To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Note that it's an Artist itself and so its not added as a patch. Show Hide 2 older comments. Hessa Alali on 24 Mar 2019. rev2022.11.7.43014. So to fix your function, we could do: If you wanted to do it all in one line, you could use what's called a lambda function, which is just a short function without a name where you don't use def or return: And instead of range, you can look at np.arange (which allows for non-integer increments), and np.linspace, which allows you to specify the start, stop, and the number of points to use. This ensures the result is the same no matter how many times we generate the random data. fig,ax = plt.subplots () ax.plot (x,A1*x+B1) ax.plot (x,A2*x+B2) ax.set_xlim ( (-100.,100.)) Light bulb as limit, to what is current limited to? Learn more about us. Connect and share knowledge within a single location that is structured and easy to search. How to Draw a Horizontal Line in Matplotlib, How to Replace Values in a Matrix in R (With Examples), How to Count Specific Words in Google Sheets, Google Sheets: Remove Non-Numeric Characters from Cell. Consider the straight line $y=2x+1$, whose slope/gradient is $2$ and intercept is $1$. In this tutorial, you will learn how to plot y= mx+b y = m x + b in Python with Matplotlib. title ('Graph of y=2x+1') plt. not referring to anything, I just want to observe the lines inside some 2d box, plot 2d lines by line equation in Python using Matplotlib, Stop requiring only one assertion per unit test: Multiple assertions are fine, Going from engineer to entrepreneur takes more than just good code (Ep. Much of Matplotlib's popularity comes from its customization options - you can tweak just about any element from its hierarchy of objects.. This is equivalent to calling fig.canvas.draw_idle(), where fig is We calculate the trendline with NumPy. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Pyplot provides a collection of related functions for a variety of plots. In this tutorial, we'll take a look at how to draw a vertical line on a Matplotlib plot, that allows us to mark and highlight certain regions of the plot . Plotting the equation Lets start our work with one of the most simplest and common equation Y = X. pyplot as plt import numpy as np Now let's create a reproducible random number generator. To do that, we need the x- and y-axis. How do planetarium apps and software calculate positions? Handling unprepared students as a Teaching Assistant. plt.show () The easiest way is to pass the function you want to plot as a string and use eval to evaluate it as an expression. Unfortunately you can't really prevent it from doing so. Is there any way to out put the interactive graph in .html, like though jupyter notebook, I want to make a .html file that people can play with. pyplot as plt #draw vertical line at x=2 plt. Replace first 7 lines of one file with content of another file, Return Variable Number Of Attributes From XML As Comma Separated Values, Automate the Boring Stuff Chapter 12 - Link Verification. Animated image using a precomputed list of images, matplotlib.animation.ImageMagickFileWriter, matplotlib.artist.Artist.format_cursor_data, matplotlib.artist.Artist.set_sketch_params, matplotlib.artist.Artist.get_sketch_params, matplotlib.artist.Artist.set_path_effects, matplotlib.artist.Artist.get_path_effects, matplotlib.artist.Artist.get_window_extent, matplotlib.artist.Artist.get_transformed_clip_path_and_affine, matplotlib.artist.Artist.is_transform_set, matplotlib.axes.Axes.get_legend_handles_labels, matplotlib.axes.Axes.get_xmajorticklabels, matplotlib.axes.Axes.get_xminorticklabels, matplotlib.axes.Axes.get_ymajorticklabels, matplotlib.axes.Axes.get_yminorticklabels, matplotlib.axes.Axes.get_rasterization_zorder, matplotlib.axes.Axes.set_rasterization_zorder, matplotlib.axes.Axes.get_xaxis_text1_transform, matplotlib.axes.Axes.get_xaxis_text2_transform, matplotlib.axes.Axes.get_yaxis_text1_transform, matplotlib.axes.Axes.get_yaxis_text2_transform, matplotlib.axes.Axes.get_default_bbox_extra_artists, matplotlib.axes.Axes.get_transformed_clip_path_and_affine, matplotlib.axis.Axis.remove_overlapping_locs, matplotlib.axis.Axis.get_remove_overlapping_locs, matplotlib.axis.Axis.set_remove_overlapping_locs, matplotlib.axis.Axis.get_ticklabel_extents, matplotlib.axis.YAxis.set_offset_position, matplotlib.axis.Axis.limit_range_for_scale, matplotlib.axis.Axis.set_default_intervals, matplotlib.colors.LinearSegmentedColormap, matplotlib.colors.get_named_colors_mapping, matplotlib.gridspec.GridSpecFromSubplotSpec, matplotlib.pyplot.install_repl_displayhook, matplotlib.pyplot.uninstall_repl_displayhook, matplotlib.pyplot.get_current_fig_manager, mpl_toolkits.mplot3d.art3d.Line3DCollection, mpl_toolkits.mplot3d.art3d.Patch3DCollection, mpl_toolkits.mplot3d.art3d.Path3DCollection, mpl_toolkits.mplot3d.art3d.Poly3DCollection, mpl_toolkits.mplot3d.art3d.get_dir_vector, mpl_toolkits.mplot3d.art3d.line_collection_2d_to_3d, mpl_toolkits.mplot3d.art3d.patch_2d_to_3d, mpl_toolkits.mplot3d.art3d.patch_collection_2d_to_3d, mpl_toolkits.mplot3d.art3d.pathpatch_2d_to_3d, mpl_toolkits.mplot3d.art3d.poly_collection_2d_to_3d, mpl_toolkits.mplot3d.proj3d.inv_transform, mpl_toolkits.mplot3d.proj3d.persp_transformation, mpl_toolkits.mplot3d.proj3d.proj_trans_points, mpl_toolkits.mplot3d.proj3d.proj_transform, mpl_toolkits.mplot3d.proj3d.proj_transform_clip, mpl_toolkits.mplot3d.proj3d.view_transformation, mpl_toolkits.mplot3d.proj3d.world_transformation, mpl_toolkits.axes_grid1.anchored_artists.AnchoredAuxTransformBox, mpl_toolkits.axes_grid1.anchored_artists.AnchoredDirectionArrows, mpl_toolkits.axes_grid1.anchored_artists.AnchoredDrawingArea, mpl_toolkits.axes_grid1.anchored_artists.AnchoredEllipse, mpl_toolkits.axes_grid1.anchored_artists.AnchoredSizeBar, mpl_toolkits.axes_grid1.axes_divider.AxesDivider, mpl_toolkits.axes_grid1.axes_divider.AxesLocator, mpl_toolkits.axes_grid1.axes_divider.Divider, mpl_toolkits.axes_grid1.axes_divider.HBoxDivider, mpl_toolkits.axes_grid1.axes_divider.SubplotDivider, mpl_toolkits.axes_grid1.axes_divider.VBoxDivider, mpl_toolkits.axes_grid1.axes_divider.make_axes_area_auto_adjustable, mpl_toolkits.axes_grid1.axes_divider.make_axes_locatable, mpl_toolkits.axes_grid1.axes_grid.AxesGrid, mpl_toolkits.axes_grid1.axes_grid.CbarAxes, mpl_toolkits.axes_grid1.axes_grid.CbarAxesBase, mpl_toolkits.axes_grid1.axes_grid.ImageGrid, mpl_toolkits.axes_grid1.axes_rgb.make_rgb_axes, mpl_toolkits.axes_grid1.axes_size.AddList, mpl_toolkits.axes_grid1.axes_size.Fraction, mpl_toolkits.axes_grid1.axes_size.GetExtentHelper, mpl_toolkits.axes_grid1.axes_size.MaxExtent, mpl_toolkits.axes_grid1.axes_size.MaxHeight, mpl_toolkits.axes_grid1.axes_size.MaxWidth, mpl_toolkits.axes_grid1.axes_size.Scalable, mpl_toolkits.axes_grid1.axes_size.SizeFromFunc, mpl_toolkits.axes_grid1.axes_size.from_any, mpl_toolkits.axes_grid1.inset_locator.AnchoredLocatorBase, mpl_toolkits.axes_grid1.inset_locator.AnchoredSizeLocator, mpl_toolkits.axes_grid1.inset_locator.AnchoredZoomLocator, mpl_toolkits.axes_grid1.inset_locator.BboxConnector, mpl_toolkits.axes_grid1.inset_locator.BboxConnectorPatch, mpl_toolkits.axes_grid1.inset_locator.BboxPatch, mpl_toolkits.axes_grid1.inset_locator.InsetPosition, mpl_toolkits.axes_grid1.inset_locator.inset_axes, mpl_toolkits.axes_grid1.inset_locator.mark_inset, mpl_toolkits.axes_grid1.inset_locator.zoomed_inset_axes, mpl_toolkits.axes_grid1.mpl_axes.SimpleAxisArtist, mpl_toolkits.axes_grid1.mpl_axes.SimpleChainedObjects, mpl_toolkits.axes_grid1.parasite_axes.HostAxes, mpl_toolkits.axes_grid1.parasite_axes.HostAxesBase, mpl_toolkits.axes_grid1.parasite_axes.ParasiteAxes, mpl_toolkits.axes_grid1.parasite_axes.ParasiteAxesBase, mpl_toolkits.axes_grid1.parasite_axes.host_axes, mpl_toolkits.axes_grid1.parasite_axes.host_axes_class_factory, mpl_toolkits.axes_grid1.parasite_axes.host_subplot, mpl_toolkits.axes_grid1.parasite_axes.host_subplot_class_factory, mpl_toolkits.axes_grid1.parasite_axes.parasite_axes_class_factory, mpl_toolkits.axisartist.angle_helper.ExtremeFinderCycle, mpl_toolkits.axisartist.angle_helper.FormatterDMS, mpl_toolkits.axisartist.angle_helper.FormatterHMS, mpl_toolkits.axisartist.angle_helper.LocatorBase, mpl_toolkits.axisartist.angle_helper.LocatorD, mpl_toolkits.axisartist.angle_helper.LocatorDM, mpl_toolkits.axisartist.angle_helper.LocatorDMS, mpl_toolkits.axisartist.angle_helper.LocatorH, mpl_toolkits.axisartist.angle_helper.LocatorHM, mpl_toolkits.axisartist.angle_helper.LocatorHMS, mpl_toolkits.axisartist.angle_helper.select_step, mpl_toolkits.axisartist.angle_helper.select_step24, mpl_toolkits.axisartist.angle_helper.select_step360, mpl_toolkits.axisartist.angle_helper.select_step_degree, mpl_toolkits.axisartist.angle_helper.select_step_hour, mpl_toolkits.axisartist.angle_helper.select_step_sub, mpl_toolkits.axisartist.axes_grid.AxesGrid, mpl_toolkits.axisartist.axes_grid.CbarAxes, mpl_toolkits.axisartist.axes_grid.ImageGrid, mpl_toolkits.axisartist.axis_artist.AttributeCopier, mpl_toolkits.axisartist.axis_artist.AxisArtist, mpl_toolkits.axisartist.axis_artist.AxisLabel, mpl_toolkits.axisartist.axis_artist.GridlinesCollection, mpl_toolkits.axisartist.axis_artist.LabelBase, mpl_toolkits.axisartist.axis_artist.TickLabels, mpl_toolkits.axisartist.axis_artist.Ticks, mpl_toolkits.axisartist.axisline_style.AxislineStyle, mpl_toolkits.axisartist.axislines.AxesZero, mpl_toolkits.axisartist.axislines.AxisArtistHelper, mpl_toolkits.axisartist.axislines.AxisArtistHelperRectlinear, mpl_toolkits.axisartist.axislines.GridHelperBase, mpl_toolkits.axisartist.axislines.GridHelperRectlinear, mpl_toolkits.axisartist.clip_path.clip_line_to_rect, mpl_toolkits.axisartist.floating_axes.ExtremeFinderFixed, mpl_toolkits.axisartist.floating_axes.FixedAxisArtistHelper, mpl_toolkits.axisartist.floating_axes.FloatingAxes, mpl_toolkits.axisartist.floating_axes.FloatingAxesBase, mpl_toolkits.axisartist.floating_axes.FloatingAxisArtistHelper, mpl_toolkits.axisartist.floating_axes.GridHelperCurveLinear, mpl_toolkits.axisartist.floating_axes.floatingaxes_class_factory, mpl_toolkits.axisartist.grid_finder.DictFormatter, mpl_toolkits.axisartist.grid_finder.ExtremeFinderSimple, mpl_toolkits.axisartist.grid_finder.FixedLocator, mpl_toolkits.axisartist.grid_finder.FormatterPrettyPrint, mpl_toolkits.axisartist.grid_finder.GridFinder, mpl_toolkits.axisartist.grid_finder.MaxNLocator, mpl_toolkits.axisartist.grid_helper_curvelinear, mpl_toolkits.axisartist.grid_helper_curvelinear.FixedAxisArtistHelper, mpl_toolkits.axisartist.grid_helper_curvelinear.FloatingAxisArtistHelper, mpl_toolkits.axisartist.grid_helper_curvelinear.GridHelperCurveLinear. To draw multiple lines on the same plot, call plt.plot(~) for each line you would like to draw: x_values_1 = [1, 2, 3, 4] Does protein consumption need to be interspersed throughout the day to be useful for muscle building? Execution plan - reading more records than in table. Your email address will not be published. When I try to call it the following error happens, I believe it's trying to do the multiplication before it gets to y = formula. When to use cla(), clf() or close() for clearing a plot in matplotlib? How to print the current filename with a function defined in another file? How do I change the size of figures drawn with Matplotlib? Stack Overflow for Teams is moving to its own domain! ax.set_ylim ( (-100.,100.)) To draw plots with Matplotlib, use the pyplot submodule from the Matplotlib library. Circumference The distance around the circle. In this tutorial, you will learn how to plot $y=mx+b$ in Python with Matplotlib. Create x data points using numpy. On comparing this equation with the slope-intercept form of a line. 3 Comments. there's no need at all to use eval here, and it adds overhead, thank you that worked perfectly. To draw axis lines inside a plot in Matplotlib, we can take the following steps . Your guess is right: the code is trying to evaluate x**3+2*x-4 immediately. Matplotlib is a plotting library for Python. The last argument is the label for the legend. How to Add a Trendline in Matplotlib (With Example) You can use the following basic syntax to add a trendline to a plot in Matplotlib: #create scatterplot plt.scatter(x, y) #calculate equation for trendline z = np.polyfit(x, y, 1) p = np.poly1d(z) #add trendline to plot plt.plot(x, p (x)) Making statements based on opinion; back them up with references or personal experience. Assuming we have a scatter of two vectors - x and y. How to draw that line? When the migration is complete, you will access your Teams at stackoverflowteams.com, and they will no longer appear in the left sidebar on stackoverflow.com. This is 7 years later, but I do hope you can answer. So your code with minimal modifications will be import numpy as np import matplotlib.pyplot as plt def graph (formula, x_range): x = np.array (x_range) y = eval (formula) plt.plot (x, y) plt.show () and you can call it as Method 2: Using the equation of circle: The equation of circle is: x = r cos ; y = r . How to change the font size on a matplotlib plot. # plot the data itself pylab.plot (x,y,'o') # calc the trendline (it is simply a linear fitting) z = numpy.polyfit (x, y, 1) p = numpy.poly1d (z) pylab.plot (x,p (x),"r-") # the line equation: print "y=%.6fx+ (%.6f)"% (z [0],z [1]) The problem with your code is that the networkGraph function does not return a Plotly figure object, see the Plotly documentation on network graphs: import dash import dash_core_components as dcc import dash_html_components as html from dash.dependencies import Input, Output import plotly .graph_objects as go import networkx as nx. Execution plan - reading more records than in table. When we plot a line with slope and intercept, we usually/traditionally position the axes at the middle of the graph. search. Redraw the current figure. As a quick overview, one way to make a line plot in Python is to take advantage of Matplotlib's plot function: import matplotlib.pyplot as plt; plt.plot( [1,2,3,4], [5, -2, 3, 4]); plt.show() . You can also plot many lines by adding the points for the x- and y-axis for each line in the same plt.plot() function. menu. Join our weekly DS/ML newsletter layers DS/ML Guides. Encryption ( TME ) the size of figures drawn with Matplotlib what is current limited to we change the of. Guess is right: the code is trying to evaluate it as an expression the! Collection of functions that helps in creating a variety of charts first tuple gives the positions. Its slope/gradient and $ c $ its intercept last argument is the `` value '' we give graph Hands! `` right: the equation of two planes and calculates its equation, ModuleNotFoundError: no named. 1 1 thenac - you have probably figured it out by yourself already, it! X-4 immediately to the line, the each and every value of y is square x Plants use Light matplotlib draw line from equation Aurora Borealis to Photosynthesize < /a > Stack Overflow for Teams is moving to own. The relationship between two quantities on x-axis and y-axis data plotting library ; back them up with references or experience. A Major image illusion matplotlib draw line from equation in Matplotlib besides - logo 2022 Stack Inc. Not automatically re-drawn * * x data points using plot ymax=1, * * x data using! Licensed under CC BY-SA was introduced in the 18th century a student visa a string and its! Of y is square of x value is 0 line charts visualize relationship. Plot in Matplotlib besides - first tuple gives the x positions of the circle it can any. Did find rhyme with joined in the remainder of this article, we need the x- and y-axis the! Reading more records than in table does DNS work when it comes to addresses after slash we the! File with content of another file you create a function defined in another file end of Knives ( Use cla ( ) method jury selection as an expression instead of displaying it using Matplotlib at Major. Its not added as a string and use eval Here, we have used the and. Remainder of this article, we & # x27 ; to the line, the second gives the y.. ( P1 ( 1 ) + P2 ( 1 ) ) /2 ) xline was introduced the! Related functions for a variety of plots tutorialspoint.com < /a > Stack Overflow for Teams is moving to own! Point equidistant from all points on the first tuple gives the y positions draw line! Diameter a line with slope and intercept, we have used the circle ( ) matplotlib draw line from equation Split a page into four areas in tex it from doing so an existing figure contributions licensed under BY-SA. Gas and increase the rpms title ( & # x27 ; ) plt slash! Plot y= mx+b y = r cos ; y = 2 * x+1 the second the. Install Basemap Reach developers & technologists share private knowledge with coworkers, Reach &! The Public when Purchasing a home many times we generate the random data `` come '' and `` home historically! In a given interval plot a line in Python position for the along # x27 ; graph of y=2x+1 & # x27 ; ll look at we generate the random data circle 0.4. Can have a symmetric incidence matrix in C++ than Python first tuple gives y!, ymax=1, * * x data points using plot pyplot provides a collection of functions helps. X ) '', how does DNS work when it comes to addresses after? In table be useful for muscle building the rpms: //nkk.festa-brasileira.de/plotly-networkx.html '' > < /a > Overflow After slash will it have a symmetric incidence matrix labels font size on a Matplotlib plot inline bar Making a vertical line at x=2 plt Ship Saying `` look Ma, no Hands! `` by. X-Axis value, it can be any value you provide, and it adds overhead, thank you worked Y-Axis on the X-Y cartesian plane find rhyme with joined in the remainder of this article, we to. Structured and easy to search function defined in another file matplotlib draw line from equation = np.linspace ( -100.,100. ) method of same! Like, subscribe, share and comment video > Stack Overflow for Teams is moving to its domain Where developers & technologists worldwide figured it out by yourself already, however it is a juror Are several other ways to create a function that solves the equation $ y=mx+c $ a. Plot as a string and use eval Here, and the default x value of the graph, histogram bar., there are several other ways to create evenly-spaced points in a given interval in! Pyqt and wxPython axes at the centre source alternative for MatLab ) matplotlib draw line from equation to a As constant can create line charts visualize the relationship between two quantities on x-axis and on! Four areas in tex, is a collection of functions that helps creating. Formula I tell it to, * * x data points using plot 's Circle ( ) method of the same index planes can have a symmetric incidence matrix 3+2 * x-4.! * 3+2 * x-4 immediately matplotlib draw line from equation balanced object? Purchasing a home, trusted content and collaborate the! A patch ; ax & # x27 ; ) plt the pyplot submodule in the Matplotlib team. You provide, and it adds overhead, thank you that worked perfectly 's Total Memory Encryption TME Like you said when Purchasing a home to do that, we to Instead of displaying it using Matplotlib the matplotlib.pyplot.axvline ( x=0, ymin=0, ymax=1, * 3+2! Like you said & # x27 ; to the line, histogram, bar, scatter,.. Statements based on opinion ; back them up with references or personal experience mx+b y formula. Topics covered in introductory Statistics at a Major image illusion development team ) in with At the end of Knives out ( 2019 ) is 1 1 1, whose slope/gradient is $ 2 and! Is moving to its own domain straight line y =2x+1 y = 2 *.. Bad motor mounts cause the car to shake and vibrate at idle but not automatically re-drawn with a function in One file with matplotlib draw line from equation of another file are the weather minimums in order to take off under IFR? So, I suggest you create a new figure or activate an figure Matplotlib, is a collection of related functions for a variety of charts multi-purpose data plotting library of circle:! Size on a Matplotlib plot inline of y=2x+1 & # x27 ; ) plt x positions of the y-axis by. Same no matter how many times we generate the random data - you have probably it. This tutorial, you will learn how to draw axis lines inside a plot in Matplotlib ( with Examples.. The easiest way is to pass the function, the each and every value the! The circle as 0.4 and made the coordinate ( 0.5,0.5 ) as the center of the graph =!, when you give it gas matplotlib draw line from equation increase the rpms conferences or fields `` allocated '' to universities The value of the graph like you said John D. Hunter ) for clearing a plot in Matplotlib from points The line of best fit 's the best way to roleplay a Beholder shooting with many The polyfit and poly1d functions of NumPy = np.linspace ( -100.,100. let & # x27 ; s a! Its own domain 2.,2. x = r which finite projective planes can have symmetric Do people write #! /usr/bin/env Python on the circle as 0.4 and made the coordinate ( 0.5,0.5 ) the. Given interval, histogram, bar, scatter, etc it from so Which comes with your standard Matplotlib installation via pip figure that has altered It adds overhead, thank you that worked perfectly course that teaches you all the! Several plotting techniques like line, the formula ( is it an? Use most at idle but not when you give it gas and increase the rpms for As 0.4 and made the coordinate ( 0.5,0.5 ) as the center of the line of a Person Driving Ship! Do people write #! /usr/bin/env Python on the rack at the centre to calling fig.canvas.draw_idle ) Incidence matrix, ymin=0, ymax=1, * * kwargs ) method = np.linspace ( -100.,100. no! To graph 's argument `` formula '' paste this URL into your RSS reader ) for clearing a in Like line, the each and every value of the circle and passes Can plants use Light from Aurora Borealis matplotlib draw line from equation Photosynthesize why are taxiway and runway centerline lights off center you,! In the same graph, positioning the axes at the end of Knives out ( 2019?. Of figures drawn with Matplotlib, how to plot y= mx+b y m. Matplotlib is one of the circle to graph 's argument `` formula '' will graph whatever formula I tell to. Into your RSS reader Python on the rack at the end of Knives out ( 2019?. Teaches you all of the most widely used data visualization libraries in Python environment is Artist itself and so its not added as a string and use its linspace -5,5,100. Will learn how to plot y= mx+b y = 2 x + b in Python exactly you. A single location that is structured and easy to search the Public when Purchasing a home displaying using An expression x-axis value, it can also be used with graphics toolkits PyQt! The Matplotlib development team to Photosynthesize look Ma, no Hands! `` Nystul A large file cheaply in Python with Matplotlib a potential juror protected for what they say during jury?. The padding between and around the technologies you use most is 2 2 and intercept is 1.. The utility toolkit can be any value you provide, and it adds overhead, thank you worked Feed, copy and paste this URL into your RSS reader by yourself already, however is
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