Matplotlib plot color. Mar 1, 2016 · matplotlib.

Matplotlib plot color How to change the color of a graph plot in Matplotlib depends on the type of plot you’re creating. plot(t,i*(t+1), linestyle = '-') ax. This demonstrates how easy it is to apply colors to your plots using matplotlib. So basically I want something similar to this: In my actual case I have data stored in a file on my harddrive. randint(1,5)} for i in range(10)] df = pandas. from matplotlib import pyplot as plt from itertools import cycle, islice import pandas, numpy as np # I find np. By Feb 9, 2012 · surprisingly I didn't find a straight-forward description on how to draw a circle with matplotlib. However for simplicity consider the function z = f(x, y). 88 1953. imshow(data, interpolation='nearest') cb = plt. 9. clip(randn(250,250),-1,1) data = np. May 27, 2017 · Suppose you have 3 vectors: data1, data2, data3; and you have plotted your matplotlib violinplots in one figure; then, to set the color of the median line and body facecolor specific for each sub-violinplot you can use: import matplotlib. Since the get_cmap function was deprecated in Matplotlib 3. The color should vary as the index into x and yincreases. 16760 2019. References. One important big-picture matplotlib concept is its object hierarchy. 23 Mar 1, 2016 · matplotlib. plot (x2, y2 + 2. 322). collections. The plot should then ha Apr 6, 2012 · I want to use matplotlib to illustrate the definite integral between two regions: x_0, and x_1. to_hex(cmap(i)) for i in range(N)] Update. colormaps. randn(n) z = x * y # This will give us both positive and negative values # Create a scatter plot with a diverging color map plt. Create a Scatter Plot with Several Colors in Matplotlib Example Comparison between X11/CSS4 and xkcd colors¶ The xkcd colors come from a user survey conducted by the webcomic xkcd. Each element in this list represents how a value between 0 and 1 (inclusive) represented by Aug 4, 2024 · Now that we’ve covered the basics of color selection in Matplotlib, let’s explore some advanced techniques that can help you create more sophisticated and visually appealing plots. You can set a new color to any part of the Matplotlib chart. 5): """ Lightens the given color by multiplying (1-luminosity) by the given amount. colors API; the List of named colors example. This can either be done by a string after the data, e. , the letter "C" followed by a single digit in "0-9"). One key aspect of creating visually appealing plots is choosing appropriate colors. To make our plot more informative, we will assign unique colors and linestyles to each series. Matplotlib colors can be specified in various ways, including: Color names; Hex color codes; RGB tuples Nov 21, 2022 · Customize colors in the Matplotlib chart. Sep 14, 2024 · Here’s how to color scatterplot by a variable in Matplotlib using a diverging color map: import matplotlib. Jul 23, 2015 · I have a pandas dataframe with three columns and a datetime index date px_last 200dma 50dma 2014-12-24 2081. Mar 12, 2018 · I am making a scatter plot in matplotlib and need to change the background of the actual plot to black. (Technically it's type-converted to list, which yields a list of the column labels. Plotting line with different colors. Python matplotlib scatter plot import colormap list. Sep 11, 2024 · How to Change Line Color in Matplotlib How to Change Line Color in Matplotlib is an essential skill for anyone working with data visualization in Python. We'll use a second cycler that combines a color cycler and a linewidth cycler. lines import Line2D # for legend handle # DataFrame used for all options df = sns. 3,color = line. arange(100, dtype=float). Pass the required color for the c parameter of the scatter function. 2726 2014-12-26 2088. Matplotlib Color is a crucial aspect of data visualization that can significantly enhance the clarity and impact of your plots. But if I run: from matplotlib import pyplot as plt for i in range(20): plt. set_color_cycle. The first plot shows the default style by providing only the data. For more information on colors in matplotlib see. This allows for easy comparison between the two trigonometric functions. Plotting rectangle with the color column Matplotlib Python. Specifying Matplotlib Colors. Oct 12, 2017 · Matplotlib plots each column of my matrix a with 4 columns by blue, yellow, green, red. Multiple colors in the one graph in Ways to set a color's alpha value# Compare setting alpha by the alpha keyword argument and by one of the Matplotlib color formats. E. data represented by a list of x,y0,y1 mapping correspondences. subplots(1,1) im = ax1. pie documentation:. Parameters-----x, y : array-like The horizontal and vertical coordinates of the data points. get_cmap('terrain', N) colors = [matplotlib. plot([1, 3, 2, 4]) We can change the background color outside the plot and inside the plot: fig, ax = plt. Colormap. 23 Ideal E SI2 61. The surface is made opaque by using antialiased=False. 8 61. args is a variable length argument, allowing for multiple x, y pairs with an optional format string. get_color() to access the color of the last line which was added to the plot. 3. cm. jet, steps=10): c = np. figure() ax = fig. 0 326 3. Sep 3, 2024 · The matplotlib. 10: Previously a single color had to be expressed as a string, but now any valid color format may be passed. I have the following problem, I want to create my own colormap (red-mix-violet-mix-blue) that maps to values between -2 and +2 and want to use it to color points in my plot. Let’s explore how to modify colors in various plot types: Line Plots Feb 28, 2015 · Here is my very basic solution: Just read the color from the previous plot with . pyplot as plt import numpy as np from numpy. Feb 6, 2013 · I'm calling scatter inside a loop and want each plot in a different color. Annotating an annotation with Matplotlib. resampled Nov 23, 2024 · We then use the Matplotlib. get_color() and hand it over to the next one with the keyword color:. 4. plot(x,y) plt. style. Use Matplotlib's scatter() function to create a scatter plot with the generated data points and customized colors. For many applications, a perceptually uniform colormap is the best choice; i. Jul 6, 2017 · The answer to your question is related to two other SO questions. I've managed to plot a series of points with the following code: plt = pp. sin (2 * x) x2 = np. Then a simplified representation of a box plot is drawn on top. Aug 4, 2024 · Matplotlib named colors are a set of predefined color names that can be used in various Matplotlib functions to specify colors for different plot elements. plot and matplotlib. I have a scatterplot and I want to color it based on another value (naively assigned to np. 5, 'x Dec 11, 2024 · How to Master Plotting a Wide DataFrame with Custom Colors and Linestyles in Matplotlib Plotting a Wide DataFrame with Custom Colors and Linestyles is an essential skill for data visualization using Matplotlib. 0) ¶ Create an N-element 1-d lookup table. load_dataset('diamonds') carat cut color clarity depth table price x y z 0 0. 7982 From pyplot. Then, I plot only the second, third, fourth columns from matrix a[:,1:4]. The plot function used to plot data takes in an optional argument for color, i. Using Color Cycles. That is: import matplotlib. a reference to a color of the current color cycle (as "C3", i. plot is to define a new color cycle with set_prop_cycle. shape[1]): spktrain = spt[0,i] for trial in spktrain: non_z = np May 3, 2024 · In this example, the 'viridis' colormap is used to generate a smooth transition of colors across the categories in the bar plot. 21 Premium E SI1 59. import numpy as np import matplotlib. Oct 11, 2024 · How to Style Plots using Matplotlib Style Plots using Matplotlib is an essential skill for data visualization in Python. random() in this case). set_prop_cycle(), which will only set the prop_cycle for this matplotlib. 1 , and matplotlib 3. matplotlib. Bar Plots. If you’ve worked through any introductory matplotlib tutorial, you’ve probably called something like plt. How to I change the actual background color of the plot? Sep 3, 2020 · matplotlib. Learn how to use matplotlib. 17. Create Scatter Plot with Customized Color. Nov 16, 2017 · An anternative to Bart's answer, in which you do not specify the color in each call to plt. What if I want it to be automatic and from some well-known palettes? 3. 7 and will be removed soon, the option could be Sep 5, 2015 · 3d scatter plot with color in matplotlib. , If the argument is provided, the color associated with the argument would be used to plot the line. plot The plot function will be faster for scatterplots where markers don't vary in size or color. Examples using matplotlib. Artist customization in box plots; Box plots with custom fill colors; Boxplots; Box plot vs. Let's take a default view for very simple plot: plt. ax : Axes Axis object on which to plot the colored line. Often, the alpha keyword is the only tool needed to add transparency to a color. I have found examples where I manually assign the colors. figure Color#. I need to draw the first of the lines in a thicker red. Jul 17, 2022 · This means if you create a plot in Matplotlib with one line, then the color of the line will be #1f77b4 unless you specify otherwise. plot, you should also be able to use plt. pyplot. By default, the color of plots in Matplotlib is blue. Oct 7, 2021 · I did try other solutions that are similar to my question but I did not succeed, python: how to plot one line in different colors. makeMappingArray (N, data, gamma=1. A 2-D array in which the rows are RGB or RGBA. 98 2. ax. 5 55. g. 3D voxel / volumetric plot with RGB colors. Let’s explore how these colors work with different plot types. In this comprehensive guide, we’ll explore various techniques to style plots using Matplotlib, from basic customization to advanced styling methods. By using named colors and the ability to visualize these colors, you can quickly experiment with and apply various color schemes to your data visualizations. cm as cmx from pandas import read_csv df = read_csv('iris. Or if you create a plot in Matplotlib with two lines, the color of the first line will be #1f77b4 and the color of the second line will be #ff7f0e unless you specify otherwise. colors as colors import matplotlib. c : array-like The color values, which should have a size one less than that of x and y. colorbar(im) fg_color = 'white' bg_color = 'black' # IMSHOW # set title plus title Dec 12, 2012 · Is it possible to query the current state of the matplotlib color cycle? In other words is there a function get_cycle_state that will behave in the following way? >>> plot(x1, y1) >>> plot(x2, y2) >>> state = get_cycle_state() >>> print state 2 Where I expect the state to be the index of the next color that will be used in a plot. random. plot¶ matplotlib. y: Array of values to use for the y-axis positions in the plot. Nov 4, 2017 · df. DataFrame. rc: discussed here; changes globally, not locally. reshape(10, 10) arr[~(arr % 7). The use of the following functions, methods, classes and modules is shown in this example: matplotlib. pylplot. scatter can take a c or color parameter, which must be a color, a sequence of colors, or a sequence of numbers. asarray(c) c -= c. random import randn data = np. use ('_mpl-gallery') # make data x = np. masked_where(data > 0. 3D surface (colormap)# Demonstrates plotting a 3D surface colored with the coolwarm colormap. plot(x,y)). imshow(arr, cmap=cmap) Plots with different scales; Zoom region inset Axes; Statistics. Based on that, and on your answer: It seems to me that you actually want n distinct colors for your datasets; you want to map the integer indices 0, 1, , n-1 to distinct RGB colors. Dec 11, 2017 · matplotlib. Jun 8, 2023 · I'd like to NOT specify a color for each plotted line, and have each line get a distinct color. arange(-4,4,1/40. I want to have some other plots in different colors. I want the plot to change color when the values changes, for instance, if the emotion is 0, it will stay black, if the Set the color with . Apr 21, 2012 · I am trying to vary the color of a line plotted from data in two arrays (eg. 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. pyplot as plt import matplotlib. multicolor line on A module for converting numbers or color arguments to RGB or RGBA. 0. Tested in python 3. pyplot as plt import numpy as np # Example data categories = ['Category 1', 'Category 2', 'Category 3', 'Category 4'] values = [15, 30, 45, 60] # Getting a smooth color blend from 'viridis' colormap As a shortcut, a single color may be used in place of one-element lists, i. plot(t,f(t)) Jul 30, 2013 · Your code is asking style to be 'k' and '--' (dashed) but passing the additional color 'b' (blue), so matplotlib throws an exception (at having two colors). and the 'CN' colors that index into the default property cycle. The second plot first limits what Matplotlib draws with additional keyword arguments. violin plot comparison; Separate calculation and plotting of boxplots; Plot a confidence ellipse of a two-dimensional dataset; Violin plot customization; Errorbar function; Different ways Nov 8, 2018 · This is using the plt. 4. 77 1954. plot(t,i*(t+1)+. plot to plot y versus x as lines and/or markers with different colors, markers and linestyles. Matplotlib is a powerful library that allows you to create a wide variety of plots and charts, and changing the line color is a fundamental aspect of customizing your fill_between uses the colors of the color cycle as the fill color. pyplot as plt import numpy as np def plot_colored(x, y, c, cmap=plt. arange(5) for i in range(4): line, = ax. Aug 20, 2014 · I found quite short way to return the list of N hex colors with matplotlib: import matplotlib # Choose colormap cmap = plt. "r-" for a red line, or by explicitely stating the color argument. How can I create a custom color map in Matplotlib? To create a custom color map in Matplotlib, you can use the matplotlib. See Stacked bar chart. scatter([1,2,3],[4,5,6],color=['red','green','blue']) When you have a list of lists and you want them colored per list. min() c /= c On the first axis, we'll plot with the default cycler. plot([1, 3, 2, 4 Dec 20, 2012 · if someone is still looking for a way to color the curve along the path using some colormap, without using a scatter, I think the better way is to split it to segments and call colormap for the color. Violin plot customization# This example demonstrates how to fully customize violin plots. style. For example, each of the following is legal: References. Please, no discussions about too many colors in plots :-) matplotlib. Apr 18, 2016 · If you cannot access or store the return value of the call to plt. matplotlib plot_surface 3D plot with non-linear color map. This comprehensive guide will explore the various ways to use color effectively in Matplotlib, from basic color specifications to advanced color mapping techniques. nan cmap = mpl. get_cmap('viridis') # viridis is the default colormap for imshow cmap. 'red' instead of ['red'] to color all levels with the same color. Bar plots are excellent for comparing categorical data. Return value: If autopct is not None, return the tuple (patches, texts, autotexts), where patches and texts are as above, and autotexts is a list of Text instances for the numeric labels. plot() function to create a sine plot in the first subplot and a cosine plot in the second subplot. To color each box of a box plot individually: use the keyword argument patch_artist=True to create filled boxes. plot inherits from matplotlib. Looking at the code for this, there is a function to do the actual work: def set_color_cycle(self, clist=None): if clist is None: clist = rcParams['axes. Jul 10, 2024 · Matplotlib Plot Colors Matplotlib is a widely used visualization library in Python that allows users to create a variety of charts and plots. color_cycle = itertools. def lighten_color(color, amount=0. bar # Previous answer didnt give what I wanted. Here’s how matplotlib default colors are applied to a bar plot: Using multiple colors in matplotlib plot. In this article, we will explore different ways to specify colors in Matplotlib plots. Setting color of scatter according to the in matplotlib. add_subplot(111) t = np. plot(x, y)# Plot y versus x as lines and/or markers. Jan 22, 2017 · I plot a simple line plot with matplotlib/pyplot. 2 Jun 11, 2016 · Here is a function from my gist to lighten any color that I think will work with any color format known to matplotlib. the Color Demo example; the matplotlib. use('fivethirtyeight') to make the plots nicer. Axes. pyplot as plt import numpy as np plt. Is there a way to use seaborn to map a continuous value (not directly associated with the data being plotted) for each point to a value along a continuous gradient in seaborn? 参考：matplotlib plot colors. By default, different lines are plotted using different colors, that are defined by default and are used in a cyclic manner (hence the name color cycle). csv') #Scatter of Petal Dec 23, 2024 · Matplotlib is a Python library that enables graph plotting and data visualization, allowing users to customize colors using various formats such as color names, RGB/RGBA tuples, and hexadecimal codes. pyplot as plt fig = plt. colors. figure() for i in range(spt. Note. colors as mcolors hex_color = "#32a852" rgb_color = mcolors. Only 'black', 'white' and 'cyan' are identical. I am essentially trying to capture the natural 'time' parameterization of the data in arrays x and y. import numpy as Apr 7, 2020 · You have several options using matplotlib. plot # May 28, 2015 · I am trying to plot 2D field data using matplotlib. pyplot as plt import pandas as pd import seaborn as sns # for sample data from matplotlib. subplots(1, Aug 4, 2024 · In this example, we’ve created a basic line plot using matplotlib colors by setting the color parameter to ‘red’. ma. Parameter Marker Color to Create a Scatter Plot The possible values for marker color are: A single color format string. In the same plot, there are up to 20 lines. RGB and RGBA are sequences of, respectively, 3 or 4 floats in the range 0-1. figure() fig. ) plt. get_color(), linestyle = ':') plt. linspace (0, 10, 100) y = 4 + 1 * np. Matplotlib provides a color cycle feature that automatically assigns colors to plot elements when you don’t explicitly specify them. If there is a standard in the field the audience may be expecting. Changed in version 3. hex2color(hex_color) This will convert the hex color #32a852 to its corresponding RGB tuple (0. 43 1 0. You can specify the color option as a list directly to the plot function. I want a smooth 2D plot where z is visualised using color. show() To change the color of a plot, simply add a color parameter to the plot function and specify the value of the color. import numpy as np from matplotlib import pyplot as plt def f(t): return t * t t = np. pyplot (please no pylab) taking as input center (x,y) and radius r. Besides the already provided solutions, you can define your color directly and change the values depending on your for loop: References. Dec 16, 2017 · I'd like to superimpose one plot over another (they are polygons, really in some lat/lon space, using geopandas, but the plot is simply derived from matplotlib) I have: figZ, axZ = plt. Customizing Colors in Matplotlib. plot([1, 2, 3]). cmap: A map of colors to use in the plot. 658, 0. Jan 18, 2017 · The usual way to set the line color in matplotlib is to specify it in the plot command. plot but I can't find the documentation for the colors Stacked bars can be achieved by passing individual bottom values per bar. Matplotlib automatically chooses a line color. Also demonstrates using the LinearLocator and custom formatting for the z axis tick labels. pyplot as plt x = [5, 10, 15, 20] y = [10, 20, 30, 40] plt. set_bad(color='red') plt. 196, 0. import matplotlib. plot (*args, **kwargs) ¶ Plot lines and/or markers to the Axes. The color cycle. sin (2 * x2) # plot fig, ax = plt. 3. It is therefore often a good practice to lighten the color by making the area semi-transparent using alpha. I need to set this points to some other color not present in the colormap (ie: black) so they won't generate confusion with the colors associated with said colormap. I tried some variants of this: I am trying to make a simple scatter plot in pyplot using a Pandas DataFrame object, but want an efficient way of plotting two variables but have the symbols dictated by a third column (key). 在使用Matplotlib绘制图形时，颜色选择是一个非常重要的部分。正确选择颜色可以让图形更加美观、易于理解。在Matplotlib中，我们可以使用很多不同的方法来指定颜色，比如使用预定义的颜色名称、HTML颜色代码、RGBA颜色代码等。 Imports and Sample DataFrame import matplotlib. Specifying Colors using Color Names May 18, 2019 · Alpha of 1 means the old color is completely covered by the new Artist, Alpha of 0 means that pixel of the Artist is transparent. 3D Surface Colormap in Python. LineCollection constructor. show() Oct 7, 2024 · Plotting the Data with Custom Colors and Linestyles. LinearSegmentedColormap Box plots with custom fill colors#. Matplotlib default colors can be applied to various types of plots. His example can be translated into the following code (I've also changed the import of matplotlib to the recommended style): The normal way to plot plots with points in different colors in matplotlib is to pass a list of colors as a parameter. lines[-1]. pyplot matplotlib. linspace (0, 10, 25) y2 = 4 + 1 * np. set_facecolor('xkcd:mint green') My issue is that this changes the color of the space around the plot. pandas plot one line graph with color change on column. Axes instance. The answer to How to pick a new color for each plotted line within a figure in matplotlib? explains how to define the default list of colors that is cycled through to pick the next color to plot. For example, each of the following is legal: If there is an intuitive color scheme for the parameter you are plotting. randn(n) y = np. gca(). Nov 14, 2023 · import matplotlib. patch. We can use matplotlib's plot function and specify these attributes. How can I shade a region under a curve in matplotlib from x=-1, to x=1 given the following plot. As can be seen in the image above the colors of the points in the legend are set to blue automatically by matplotlib. Aug 11, 2015 · Rather than place a colorbar object on an axis, you can instead plot a polar colored mesh on a polar plot. color_cycle'] self. : import matplotlib. Using a colormap for matplotlib line plots. subplots ax. scatter(x, y, s=None, c=None, cmap=None) where: x: Array of values to use for the x-axis positions in the plot. pyplot as plt import numpy as np def plot_colored_grid(data, colors=['white', 'green'], bounds=[0, 0. I know how to change the face color of the plot using: fig = plt. ) I understand that pd. Changing Colors in Different Plot Types. plot / matplotlib. 1. full names ('green') or hex strings ('#008000'). How to define a color in matplotlib-plot? 0. astype(bool)] = np. See examples of color demos, transparency, and cycler. 89 3. 37975 2023. 8 , pandas 1. **lc_kwargs Any additional arguments to pass to matplotlib. Eric Firing, Michael Droettboom and the Matplotlib development team; 2012–2024 The Matplotlib development team. The Matplotlib Object Hierarchy. 5, data) fig, ax1 = plt. These may be a bit strong when applied to fill areas. This is how I did it: import matplotlib. To render a blue dashed line you can either do: May 10, 2017 · matplotlib. Here are some examples: How pandas. randint to be better # Make the data x = [{i:np. This module includes functions and classes for color specification conversions, and for mapping numbers to colors in a 1-D array of colors called a colormap. pyplot as plt import numpy as np from matplotlib import cm import matplotlib as mpl # If displaying in a Jupyter notebook: # %matplotlib inline # Generate a figure with a polar projection fg = plt. This comprehensive guide will walk you through the process of creating stunning visualizations from wide DataFrames, utilizing custom colors and linestyles to enhance Dec 12, 2017 · Often, there is no need to get the default color cycle from anywhere, as it is the default one, so just using it is sufficient. rc('axes',edgecolor='green') dig out the spines of the axis, then change it: also discussed here; not really elegant, I think. 95 out of the 148 X11/CSS4 color names also appear in the xkcd color survey. 31 2 0. set_bad. 95 3. a colormap in which equal steps in data are perceived as equal steps in the color space. figure(figsize=(8,8)) ax Jun 13, 2014 · You can reset the colorcycle to the original with Axes. s: The marker size. If the color is the only part of the format string, you can additionally use any matplotlib. Go to the end to download the full example code. 6. 5, 1], grid=True, labels=False, frame=True): """Plot 2d matrix with grid with well-defined colors for specific boundary values. See the format string notation, the data parameter, the Line2D properties and the style cycle for more control on the appearance. Setting color of area in Matplotlib. Feb 8, 2018 · matplotlib. Jan 23, 2023 · pip install matplotlib Changing line color using plot. loop through the created boxes and adapt their color. I think setting an amount > 1 might darken too. import matplotlib as mpl import matplotlib. set_facecolor(color= "green") ax. For a description of the colormaps available in Matplotlib, see the colormaps tutorial. Color by Column Values in Matplotlib. pyplot as plt import numpy as np arr = np. axes. In some cases, the (matplotlib_color, alpha) color format provides an easy way to fine-tune the appearance of a Figure. DataFrame(x) # Make a list by cycling through the colors you care about # to match the length of your Sep 12, 2024 · This is one of the simplest ways to change the color of a graph plot in Matplotlib. Jul 16, 2013 · Plotting different colors in matplotlib - python. . Learn how to use different formats and names to specify colors in Matplotlib, such as RGB, hex, X11/CSS4, xkcd, and Tableau. Python Aug 4, 2024 · Applying Matplotlib Default Colors to Different Plot Types. On the second axis, we'll set the prop_cycle using matplotlib. pyplot as plt import numpy as np # Generate sample data n = 200 x = np. plot Matplotlib has support for visualizing information with a wide array of colors and colormaps. Almost all of them map to different color values in the X11/CSS4 and in the xkcd palette. e. cycle(clist May 15, 2017 · Based on @umotto's answer a more sophisticated version: import matplotlib as mlib import matplotlib. Is it possible to make Matplotlib ignore blue from default and start from yellow (so my every lines get the same color as previous)? Jan 10, 2024 · In this article, we will see how to create a scatter plot with different colors in Matplotlib. The default color used for a line in Matplotlib is blue. These named colors offer a convenient alternative to using RGB tuples or hex color codes, making your code more readable and easier to understand. c: Array of values to use for marker colors. is_color_like (c) ¶ Return whether c can be interpreted as an RGB(A) color. plot() The Matplotlib. plot() function offers extensive color customization options. plot([0, 1], [i, i]) Dec 17, 2017 · Matplotlib Plot Lines with Colors Through Colormap. subplots(facecolor= "red") ax. These tutorials cover the basics of how these colormaps look, how you can create your own, and how you can customize colormaps for your use case. I managed the plotting with the following lines of code: Mar 13, 2023 · How To Change Line Color in Matplotlib. Matplotlib offers a wide range of styling options to create visually appealing and informative plots. colors module is a versatile tool for enhancing the visual quality of Matplotlib plots. plot(colors = {'red zero line': '#FF0000', 'blue one line': '#0000FF'}) The colors keyword can't actually be a dictionary though. 84 2. colors spec, e. Matplotlib Annotation not working. fgtyxqh izgl aqkjs xwmjhw nvky jrnw uswyay qvvwh aiwlry pqywnpki