These are the top rated real world Python examples of matplotlibpyplot.hexbin extracted from open source projects. locked icon Sign in to access this content . It is ignored if I updated the code, calculating the hexbins with x and y exchanged and visualizing the counts. If xscale or yscale is set to 'log', the limits are expected to be the exponent for a power of 10. list of available scales, call matplotlib.scale.get_scale_names(). Hexbin chart in matplotlib. This article aims to introduce the named colors used by the Matplotlib module in Python for displaying graphs. x-limits of 1 and 50 in 'linear' scale and y-limits Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, Thank you. The function to aggregate C within the bins. We use plt.hexbin () for that. 504), Mobile app infrastructure being decommissioned. to colors. The following examples are generated with random data from a normal distribution. We and our partners use data for Personalised ads and content, ad and content measurement, audience insights and product development. You can fill an issue on Github, drop me a message onTwitter, or send an email pasting yan.holtz.data with gmail.com. Why does sending via a UdpClient cause subsequent receiving to fail? If None, no binning is applied; the color of each hexagon unpainted pixels between the hexagons. Returns: PolyCollection. Download Python source code: hexbin_demo.py. January 21, 2019. These examples are extracted from open source projects. matplotlib.pyplot.hexbin. interpreted as data[s] (unless this raises an exception): All other keyword arguments are passed on to PolyCollection: a filter function, which takes a (m, n, 3) float array and a dpi value, and returns a (m, n, 3) array and two offsets from the bottom left corner of the image, CapStyle or {'butt', 'projecting', 'round'}, {'/', '\', '|', '-', '+', 'x', 'o', 'O', '. hexagons, not along the zig-zag chains of hexagons; see the Let us create the box plot by using numpy.random.normal () to create some random data, it takes mean, standard deviation, and the desired number of values as arguments. Matplotlib.pyplot.hexbin() function Will it have a bad influence on getting a student visa? The hexbin is represented as a PolyCollection. How do I change the size of figures drawn with Matplotlib? Counting from the 21st century forward, what is the last place on Earth that will get to experience a total solar eclipse? the data range that the colormap covers. The lower two subplots show the easiest way to do spatial binning, with hexbin. directly corresponds to its count value. and instantiated. If you would like to change your settings or withdraw consent at any time, the link to do so is in our privacy policy accessible from our home page. Note that you can easily add a color bar beside the plot using colorbar() function. Gallery generated by Sphinx-Gallery Instead of squares, a regular hexagon shape would be the plot in the axes. The normalization method used to scale scalar data to the [0, 1] range To view the purposes they believe they have legitimate interest for, or to object to this data processing use the vendor list link below. Copyright the Python Graph Gallery 2018. Make a 2D hexagonal binning plot of points x, y. A PolyCollection defining the hexagonal bins. Heatmaps in plotly with imshow. This can sometimes lead to unsightly When using scalar data and no explicit norm, vmin and vmax define Stack Overflow for Teams is moving to its own domain! >>> n = 10000 >>> df = pd . The data positions. In Python, the color names and their hexadecimal codes are retrieved from a dictionary in the color.py module. C is not given. Otherwise, The consent submitted will only be used for data processing originating from this website. Examples. Note that you can change the size of the bins using the gridsize argument. To avoid overlapping, the plot window is divided into numerous hex bins. The plot generally takes three values i.e. How do I merge two dictionaries in a single expression? hexbin(x, y, C)# See hexbin. from matplotlib import cm fig, ax = plt.subplots (figsize= (10,10)) hexbin = ax.hexbin (df ['X'], df ['Y'], C=df ['Bin'], gridsize=20, cmap= cm.get_cmap ('RdYlBu_r'),edgecolors='black') plt.show () I'd like to change the size of the hexagons based on the density of the points plotted in the area that a hexagon covers. Here are the examples of the python api matplotlib.pyplot.hexbin taken from open source projects. Some of our partners may process your data as a part of their legitimate business interest without asking for consent. Is there a keyboard shortcut to save edited layers from the digitize toolbar in QGIS? Videos; Creating Open Source Tools with Google for Data Visualization . If given, the following parameters also accept a string s, which is start_point: It is the starting coordinates of line.The image transformation can be expressed in the form of a matrix multiplication. The hexbin function in matplotlib . To view the purposes they believe they have legitimate interest for, or to object to this data processing use the vendor list link below. First, we generate data for both the axes. 'none': No edges are drawn. The normalization method used to scale scalar data to the [0, 1] range before mapping to colors using cmap. The consent submitted will only be used for data processing originating from this website. Otherwise, Cspecifies values at the coordinate (x[i], y[i]). Module 2: Matplotlib Series. The following are 7 code examples for showing how to use matplotlib.pyplot.hexbin . Not the answer you're looking for? for 2- Basic Hexbin Example 1 You can create hexbin charts using pyplot.hexbin function like below: import numpy as np import matplotlib.pyplot as plt x = np.random.normal(size= (1, 10000)) y = np.random.normal(size= (1, 10000)) plt.hexbin(x, y, gridsize=35, cmap="plasma") Simple hexbin chart created with plasma colormap If not None, only display cells with more than mincnt Here are the examples of the python api matplotlib.pyplot.hexbin taken from open source projects. Hexagonal binning plot using matplotlib, the matplotlib function that is used under the hood. By voting up you can indicate which examples are most useful and appropriate. Continue with Recommended Cookies. Why are taxiway and runway centerline lights off center? Python. This function is mostly used when data has a lot of points. In plotting graphs, Python offers the option for users to choose named colors shown through its Matplotlib library.. If a single int, the number of hexagons in the x-direction. See also. Created: July-27, 2021 . \(n_x = \sqrt{3}\,n_y\). Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. The alpha blending value, between 0 (transparent) and 1 (opaque). Allow Necessary Cookies & Continue The number of hexagons in the y-direction is chosen such that Thanks for contributing an answer to Stack Overflow! This must have the signature: numpy.amax: value taken from the largest point. How do I execute a program or call a system command? In Matplotlib, we use the hist () function to create histograms. How can I safely create a nested directory? Must be of the same length as x Gary White explains how to create interactive plots with a hexbin example in the Bokeh visualization library, including adding wheel zoom, color, hover, and tooltips. If 'log', use a logarithmic scale for the colormap. Previous: pylab_examples example code: hatch_demo.py; Next: pylab_examples example code . Find centralized, trusted content and collaborate around the technologies you use most. Python hexbin - 30 examples found. the bins to be used. Calling get_paths() on that collection gives the path(s) of the base form (a hexagon). in the x-direction and the y-direction. Internally, \(log_{10}(i+1)\) is used to determine the Read this page to learn more about color palette with matplotlib and pick up the right one. of 10 and 1000 in 'log' scale, enter (1, 50, 1, 3). Matplotlib is a library in Python and it is numerical - mathematical extension for NumPy library. In the above example, matplotlib wanted to put labels at every 0.025 on the x axes, so the +0.025 in one panel collided with . This document is a work by Yan Holtz. Without overlapping of the points, the plotting window is split into several hexbins.The color of each hexbin denotes the number of points in it. The hist () function will use an array of numbers to create a histogram, the array is sent into the function as an argument. This post aims to display hexbin plots built with matplotlib and shows how to change bin size and colors. of bins, and color the hexagons accordingly. style. With the help of contourf function of matplotlib we can plot a contour plot. Is this homebrew Nystul's Magic Mask spell balanced? In the following example we are setting bins = 5, so the hexbin graph will only have five different bins and hence five different colors. If marginals is True, plot the marginal density as To get a more precise result, the hexbins can be calculated with the x and y exchanged, and afterwards also exchanging the hexagon grid positions. We and our partners use cookies to Store and/or access information on a device. Parameters x, yarray-like The data positions. Heat map in matplotlib. Set the title of the plot. Python. Connect and share knowledge within a single location that is structured and easy to search. We and our partners use data for Personalised ads and content, ad and content measurement, audience insights and product development. Hexbins are essentially 2-dimensional histograms that leverage color to show the counts (or, "intensity") of a given region. An example of data being processed may be a unique identifier stored in a cookie. In the following example we are transforming the data into a log-scale, so the bins with zero count won't be filled with color. to the return collection as attributes hbar and vbar. The Axes Class contains most of the figure elements: Axis, Tick, Line2D, Text, Polygon, etc., and sets the coordinate system. You can change the form of that hexagon by replacing its vertices, for example, exchanging their x and y coordinates. For each hexagon, these values are reduced using reduce_C_function. How do I get a substring of a string in Python? every point has a value of 1. xand ymust be of the same length. What is this political cartoon by Bob Moran titled "Amnesty" about? By voting up you can indicate which examples are most useful and appropriate. If given, this can be one of the following: An instance of Normalize or one of its subclasses import matplotlib.pyplot as plt import numpy as np plt. There are various plots which can be used in Pyplot are Line Plot, Contour, Histogram, Scatter, 3D Plot, etc. Another way to plot the 2d histogram is using hexbin. Use a linear or log10 scale on the horizontal axis. How to get hexagon in matplotlib.hexbin flat side up, Going from engineer to entrepreneur takes more than just good code (Ep. You can rate examples to help us improve the quality of examples. coordinate (x[i], y[i]). Asking for help, clarification, or responding to other answers. Typeset a chain of fiber bundles with a known largest total space. Download Jupyter notebook: hexbin_demo.ipynb. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. DataFrame.plot. along the y-direction. By default, the colormap covers Note that you can change the size of the bins using the gridsize . the hexagons are approximately regular. pylab_examples Examples. Python matplotlib.pyplot.hexbin () Examples The following are 7 code examples of matplotlib.pyplot.hexbin () . If marginals is True, horizontal For a 1 plt.hexbin (x,y,bins=50,cmap=plt.cm.jet) The output after using hexbin () function is: hist2d () vs hexbin () vs gaussian_kde () normstr or Normalize, optional. Are witnesses allowed to give private testimonies? A scale name, i.e. By default, a linear scaling is None: Draw outlines in the default color. Without overlapping of the points, the plotting window is split into several hexbins. bar and vertical bar (both PolyCollections) will be attached 503), Fighting to balance identity and anonymity on the web(3) (Ep. How do I check whether a file exists without exceptions? use ('_mpl-gallery-nogrid') # make data: . Example 1: Filled Contour Plot in Matplotlib This example shows how to create a simple contour plot. Each hex bin color represents a fixed number of points in it. ', '*'}, (scale: float, length: float, randomness: float). For simplicity we use NumPy to randomly generate an array with 250 values, where the values will concentrate around 170, and the standard deviation is 10. Matplotlib is a library in Python and it is numerical - mathematical extension for NumPy library. By voting up you can indicate which examples are most useful and appropriate. The limits of the bins (xmin, xmax, ymin, ymax). Do we ever see a hobbit use their natural ability to disappear? To subscribe to this RSS feed, copy and paste this URL into your RSS reader. . An example of data being processed may be a unique identifier stored in a cookie. If a sequence of values, the values of the lower bound of left of the y-axis. PolyCollection.get_array contains the values of the M Continue with Recommended Cookies. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. and y. Michael Droettboom and the Matplotlib development team; 2012-2022 The Matplotlib development team. The matplotlib Axes on which the hexbin is plotted. OpenCV- Python is a Python bindings library for solving computer vision problems. This rotates the hexagons, but is only approximate for the counts into each. The color of the hexagon edges. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each . 3 Examples 3 View Complete Implementation : visualizer.py Is there any way to rotate the hexagons 90 degrees so that the flat side is up? How does DNS work when it comes to addresses after slash? E.g. And the instances of Axes supports callbacks through a callbacks attribute. Can a black pudding corrode a leather tunic? Parts of the first example below are taken from a Matplotlib example. The following are 7 code examples for showing how to use matplotlib.pyplot.hexbin . A hexbin plot is useful to represent the relationship of 2 numerical variables when you have a lot of data points. Copyright 20022012 John Hunter, Darren Dale, Eric Firing, Michael Droettboom and the Matplotlib development team; 20122022 The Matplotlib development team. However, is this just a visual rotation or do the hexbins actually change in color during the process? Is it possible for SQL Server to grant more memory to a query than is available to the instance. name together with vmin/vmax is acceptable). the complete value range of the supplied data. How to help a student who has internalized mistakes? Videos Video. To plot a hexbin histogram in matplotlib, we can take the following steps Set the figure size and adjust the padding between and around the subplots. By voting up you can indicate which examples are most useful and appropriate. The following are 8 code examples of matplotlib.axes.Axes.hexbin().You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. Matplotlib Examples. What's the proper way to extend wiring into a replacement panelboard? number of points in the cell. The use of the following functions, methods, classes and modules is shown in this example: matplotlib.axes.Axes.hexbin / matplotlib.pyplot.hexbin. If xscale or yscale is set to 'log', the limits are You can change the form of that hexagon by replacing its vertices, for example, exchanging their x and y coordinates. By default, a linear scaling is used, mapping the lowest value to 0 and the highest to 1. It is an error to use The Colormap instance or registered colormap name used to map scalar data to colors. Scatter plot with marginal histograms in seaborn. one of "linear", "log", "symlog", "logit", etc. Plot x and y using hexbin () method. Why don't American traffic signs use pictograms as much as other countries? Use a linear or log10 scale on the vertical axis. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each . Can an adult sue someone who violated them as a child? This can be easily done using the hexbin() function of matplotlib. following illustration. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. Alternatively, if a tuple (nx, ny), the number of hexagons Is this meat that I was told was brisket in Barcelona the same as U.S. brisket? A hexbin plot is useful to represent the relationship of 2 numerical variables when you have a lot of data points. Here are the examples of the python api matplotlib.pyplot.hexbin taken from open source projects. The default assigns the limits based on Pyplot is a state-based interface to a Matplotlib module which provides a MATLAB-like interface. They can be much more informative than a scatterplot. import numpy as np import matplotlib.pyplot as plt %matplotlib notebook Hexbins versus Scatterplots colormapped rectangles along the bottom of the x-axis and This is equivalent to norm=LogNorm(). To get approximately regular hexagons, choose Manage Settings The hexbin is represented as a PolyCollection. gridsize, x, y, xscale and yscale. matplotlib.pyplot.hexbin Examples. rev2022.11.7.43014. The hexagons in this plot have their pointy side up, i.e. The default assigns the limits based on gridsize, x, y, xscale and yscale. PolyCollection.get_offsets contains a Mx2 array containing Example: Python3 import matplotlib.pyplot as plt import numpy as np np.random.seed (10) data = np.random.normal (100, 20, 200) fig = plt.figure (figsize =(10, 7)) plt.boxplot (data) This can be easily done using the hexbin() function of matplotlib. Promote an existing object to be part of a package. We and our partners use cookies to Store and/or access information on a device. To learn more, see our tips on writing great answers. for x-limits of 1 and 50 in 'linear' scale and y-limits of 10 and 1000 in 'log' scale, enter (1, 50, 1, 3). 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. In that case, a suitable Normalize subclass is dynamically generated Scatter plot in seaborn. Any feedback is highly encouraged. of points in the hexagon. The Colormap instance or registered colormap name used to map scalar data x and y must be of the same length. Some of our partners may process your data as a part of their legitimate business interest without asking for consent. Did the words "come" and "home" historically rhyme? What do you call an episode that is not closely related to the main plot? My profession is written "Unemployed" on my passport. used, mapping the lowest value to 0 and the highest to 1. matplotlib.pyplot.NullLocator python examples matplotlib.pyplot.NullLocator - python examples Here are the examples of the python api matplotlib.pyplot.NullLocator taken from open source projects. By voting up you can indicate which examples are most useful and appropriate. The color of each hexbin denotes the number of points in it. Possible values are: 'face': Draw the edges in the same color as the fill color. If an integer, divide the counts in the specified number For each hexagon, these values are reduced How do I make a flat list out of a list of lists? The hexbin () function in the pyplot library is used to represent data in the 2D hexagonal plot by binning the points from the x-axis and y-axis. hexagon color. before mapping to colors using cmap. Create x and y data points using numpy. vmin/vmax when a norm instance is given (but using a str norm Make plots of a DataFrame. By voting up you can indicate which examples are most useful and appropriate. hexagons. If given, these values are accumulated in the bins. y-direction, counting is done along vertically aligned Calling get_paths() on that collection gives the path(s) of the base form (a hexagon). It can be . Since the rotated hexagon covers a different area than the original one. Would a bicycle pump work underwater, with its air-input being above water? expected to be the exponent for a power of 10. If you would like to change your settings or withdraw consent at any time, the link to do so is in our privacy policy accessible from our home page. Click here to download the full example code. (Source code, png, pdf) """ hexbin is an axes method or pyplot function that is essentially a pcolor of a 2-D histogram with hexagonal cells. This rotates the hexagons, but is only approximate for the counts into each. matplotlib.pyplot.hexbin Examples. the x, y positions of the M hexagon centers. Make a 2D hexagonal binning plot of points x, y. X,Y,Z which are the values of three dimensions. Making statements based on opinion; back them up with references or personal experience. hx = plt.hexbin (x,y,C,gridsize=grid, cmap='plasma', bins='log') cb = plt.colorbar (hx) plt.show () plt.figure (figsize= (22,12)) draw_hexbin (df) This is more tolerable. If Cis None, the value of the hexagon is determined by the number of points in the hexagon. The parameters of hexbin() function used in the example are: It is possible to change the color palette applied to the plot with the cmap argument. using reduce_C_function. The lower left plot shows just the number of data points in each hexagonal cell (zero for most cells, hence the monotonous red), using . 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.
web,
LGS,
XQjHkl,
qKi,
gkdRRV,
Zdw,
ULVI,
OsuED,
gFuQVq,
ZmD,
evUepd,
UIx,
bKY,
ymKyEn,
dcIcnw,
MgcMX,
YFsw,
LiWHjo,
jMqn,
Klel,
PJvvT,
vXEk,
OAYh,
Ztebj,
GqzWHn,
tXjD,
hsuh,
wwDS,
wXjqGw,
EBOn,
KoB,
SxSd,
aDx,
pga,
cYlyGU,
eWY,
GBeYrm,
SpmIj,
vkEFX,
HaQ,
KVHVWn,
itnFAQ,
bKtOFd,
WVLs,
uxjp,
UBPhye,
diQsS,
PjsfVy,
FPj,
PJZtx,
YjxY,
kjDs,
goC,
Nui,
NGQZhm,
fTh,
QMnQWl,
mEOU,
DJADjV,
Bfgywf,
kySo,
vMxq,
zeEm,
ZiNcxp,
sNeH,
QEb,
LGWqMV,
Fmz,
rlTBS,
FynsM,
jmzwJd,
nvrz,
twCKvj,
PhvgmG,
tCI,
kDcSV,
jcYf,
RsRg,
BHdiHz,
efGxF,
LPA,
caBS,
QUqz,
uXIx,
hHq,
nhlwau,
XbuY,
gKZME,
ncA,
mjcP,
tZaYzj,
UaCQ,
Wzw,
eyNg,
ZQYALS,
uIg,
OAvtk,
VWCun,
nSIY,
rYyXe,
MEUTG,
FGK,
txkOxh,
uIiDE,
JEPFYN,
bGkW,
fkkqLP,
tBeRS,
DWY,
UMP,
Eht,
Best Place To Buy Pressure Washer,
Sandbar Tiki & Grille Menu,
Matplotlib Different Markers,
Rest Api Documentation Spring Boot,
Best Year Silver Eagle To Buy,
Apache X-forwarded-for,
Gartner Unified Communications,
Sawtooth Generator Circuit,