cos(x) # plot of the data. In the inner circle, we'll treat each number as belonging to its own group. Matplotlib’s function pie() needs only two parameters to draw a pie chart: labels: the categorical labels. . Which results in the python stacked bar chart Nov 20, 2021 · I would like to add a title to pie chart with legend at right. sort_values(['Hours per Year']) Then you plot it: # data_sorted. plot / matplotlib. A string starting with an underscore is the default label for all artists, so calling Axes. When embedding Matplotlib in a GUI, you must use the Matplotlib API directly rather than the pylab/pyplot procedural interface, so take a look at Basic Pie Chart in Matplotlib. 2 you can set your legend fonts with. This example sets startangle = 90 such that everything is rotated counter-clockwise by 90 degrees, and the frog slice starts on the positive y-axis. # First Ring (outside) fig, ax = plt. I had a similar problem and what I did is the following: # first sort the values of the dataframe column you're interested. Go to the end to download the full example code. The example demonstrates using a figure with multiple sets of Axes and using the Axes patches list to add two ConnectionPatches to link the subplot charts. I know I can just change the "labels" to read the above as the fastest and most elegant way, but what if you do not know "sizes" until after the code is ran? References. So we'll go over how to code them up in Matplotlib, which happens to be pretty straighforward. Type the below code in the script. This is currently experimental, but see the docs for a very helpful guide (and the section specifically on legends). legend but do not know how to write it correctly. pie(group_size, radius=1. use the dictionary to map the names in each pie to the corresponding color. value_counts(dropna=True) plt. Which results in the python stacked bar chart Mar 8, 2024 · Method 1: Basic Pie Chart. In this example, we’ll see the default size of the legend. 5, 1. Steps to customize pie plot. The Axes Class contains most of the figure elements: Axis, Tick, Line2D, Text, Polygon, etc. Alternatively, see Nipun Batras answer if there is some choice to turn the legend off from the beginning in which case one can simply use . Nov 3, 2016 · This is just a demo example. legend without any arguments and without setting the labels manually will result in a UserWarning and an empty legend being drawn. Apr 14, 2024 · 1. pyplot as May 26, 2021 · A legend is an area describing the elements of the graph. 0f}'. As usual we would start by defining the imports and create a figure with subplots. index('OTHER') Feb 4, 2022 · Here we’ll learn to change the font size of the legend by using the font size parameter. Load 7 more related 2. Currently Matplotlib supports PyQt/PySide, PyGObject, Tkinter, and wxPython. sort_index (). The default value of loc is loc= “best” (upper (Source code, 2x. How can I fix this? Mar 21, 2022 · Pandas has this built in to the pd. pie(sizes,labels Apr 15, 2017 · That's nice and all, but I want to remove the labels from the chart. pyplot as plt def plot_age(young, middle,old,n,name): plt. However, the color in the legend does not always match the color of the plotted line. Mar 23, 2010 · Overlapping labels in pie charts. subplots(subplot_kw={'projection': 'polar'}) ax. May 12, 2020 · resizing pie chart slices in matplotlib so that percentages are visible. Nested pie charts. use the dictionary to create the appropriate legend. Dec 26, 2021 · Also, check: Matplotlib default figure size. x = np. Communitymatplotlib-users. Define two axes in the figure to draw every pie chart separately and for automatic adjust use tight_layout: import matplotlib. show() Line number 10, bar () functions plots the Happiness_Index_Male first. data3, plotted in blue . We can use the legend function of the pyplot library for the same. Matplotlib pie chart example. Radar chart (aka spider or star chart) #. df. If you have multiple groups in your data you may want to visualise each group in a different color. legend() and display the plot with plt. This guide makes use of some common terms, which are documented here for clarity: A legend is made up of one or more legend entries. You first need to know what is index of the label, that You want to change. Matplotlib is a popular and built-in library available with Python code. And the instances of Axes supports callbacks through a callbacks attribute. If you want the labels sorted, you could first call sizes = sizes. 3, you can use constrained_layout=True to achieve the desired result. set_rmax(2) ax. make a dictionary to map each unique name to a color. Hatches can be added to most polygons in Matplotlib, including bar , fill_between, contourf, and children of Polygon . Line number 11, bar () function plots the Happiness_Index_Female on top of Happiness_Index_Male with the help of argument bottom=Happiness_Index_Male. The latter are the ones we want to modify. 1, 1, 1), bbox_transform = plt. And to @ordinary_python_programmer's comment above, it's probably best to just place the legend outside the pie chart's space entirely, which is what you're doing here. pie(sizes, colors=colors, startangle=-270) with: patches, texts = plt. How to position the legend and pie chart so they are not overlapping each other. The attribute Loc in legend() is used to specify the location of the legend. #. subplots() ax. 5 else 'w' for color in colors ] When you plot the pie chart, use the colors=colors kwarg to use the colours you defined earlier. Let's say I have. When I try and simply do labels=None, I get this picture: The initial pie chart has the location of the legends set like this: qx. 1f' # display the percentage value to 1 decimal place. Oct 11, 2017 · I would like to plot a pie chart that shows contributions that are more than 1%, and their corresponding legend label. pyplot as plt import numpy as np. Simply tell matplotlib that you are working on separate figures, and then show them simultaneously: import matplotlib. legend() (e. All you have to do is use kind='pie' flag and tell it which column you want (or use subplots=True to get all columns). Some of these methods also compute the distributions. e. data_sorted = data. The line plotted through the remaining data will be continuous, and not You can embed Matplotlib directly into a user interface application by following the embedding_in_SOMEGUI. Matplotlib. data2 = (40,50) data3 = (70,30) labels = ['Sending Data', 'Not Sending Data'] #legend labels to By default, Matplotlib automatically generates a legend that correctly reflects the colors and labels we passed. hist (x) boxplot (X) errorbar (x, y, yerr, xerr) violinplot (D) eventplot (D) hist2d (x, y) hexbin (x, y, C) Note. plt. Hello, I am having some issues generating pie charts, when some of the slices become very small, their labels will draw on top of each other, making it impossible to distinguish between them. 8,758 9 9 gold badges 55 55 silver badges 70 70 Hatch style reference. Mar 4, 2019 · 75. Matplotlib can be used in Python scripts, the Python and IPython shell, the jupyter notebook, web application servers, and four graphical user Jun 4, 2023 · I am trying to draw a pie chart using python matplotlib. Plotting masked and NaN values #. g. sin(x) y2 = np. 05), ncol=2, fancybox=True, shadow=True) But when I remove the labels, I can't seem to move the legend box at all. pie(v_counts, labels=v_counts. Now it's time for the pie. legend(Gender,loc=2) plt. data1, plotted in green. 5) would create donuts (pie charts with holes in the center). show() Mar 27, 2017 · As of matplotlib==3. Import necessary libraries: import pandas as pd and import matplotlib. # Import Libraries. You can easily do it with: label_index = labels. Plots of the distribution of at least one variable in a dataset. This method is straightforward and suitable for quick, basic visualizations. Avoiding overlapping when slices are tiny. In this article, we will learn about line charts and matplotlib simple line plots in Nested pie charts. when I just add ax1. legend(title="My Title", fontsize=10, title_fontsize=15) where fontsize is the font size of the items in legend and title_fontsize is the font size of the legend title. pyplot as plt # Define Data Coordinates data = [20, 16, 8, 9. pyplot as plt fig = plt . One question about this specifically -- it looks like when I don't include loc='upper left', this doesn't actually place the legend outside the chart area. I have spent a while googling this, but couldn't find the answer. Feb 27, 2022 · 1. Polar legend. Legend is plotted on the top left corner. We'll first generate some fake data, corresponding to three groups. So you only would need to provide a function that returns an empty string for the values you want to omit the percentage. # some data. . sort_values (). Make a "bar of pie" chart where the first slice of the pie is "exploded" into a bar chart with a further breakdown of said slice's characteristics. Next, we need to load our data into a pandas DataFrame: Plotting masked and NaN values — Matplotlib 3. Line 3 : Inputs the arrays to the variables named values which denotes happiness index in our case. edited Jun 7, 2021 at 22:19. pie(<actual_values>, colors = colors, autopct= lambda x: '{:. This will automatically add the labels for you and even do the percentage labels as well. My question: How do I position the pie chart further left, or add some padding between the pie chart and the legend. Series([False, False, True, True]) v_counts = values. matplotlib returns three things from ax. Usually, it also places the legend in a good place. This example creates a radar chart, also known as a spider or star chart [ 1]. remove() assuming that you have imported matplotlib. Markers are automatically accurate. The fractional area of each wedge is given by x/sum(x). Jul 18, 2016 · 3. autopct = '%. Overlapping legend for pandas plot with a pie chart. legend () in Python. May 8, 2021 · Advertisements. We will use the matplotlib. matplotlib Dec 2, 2015 · The autopct argument from pie can be a callable, which will receive the current percentage. 2. Although this example allows a frame of either 'circle' or 'polygon', polygon frames don't have proper gridlines (the lines are circles instead of polygons). Specify the ncol parameter in legend. See also Contourf Hatching for an example using contourf, and May 12, 2021 · Getting percentages in legend from pie matplotlib pie chart (1 answer) Closed 3 years ago . Create Pie chart in Python with legends: Line 1: Imports the pyplot function of matplotlib library in the name of plt. See full list on stackoverflow. But depending on the data I am using, the legend will get in the way of the pie chart. Mar 20, 2019 · To get rid of the legends from the outer pie chart, you can grab the legend handles and labels and then exclude the first three enteries so that you only have the legends for the inner pie chart. In our context it's list of wedges, labels, percentage_labels indexed same as You labels. 5) # Move Dec 4, 2021 · 1 Answer. Scatteplot is a classic and fundamental plot used to study the relationship between two variables. Nov 18, 2016 · 2. Apr 9, 2021 · You could use annotations based on the wedges' angles. 1. format(x*values. pie (data, explode=None, labels=None, colors=None, autopct=None, shadow=False) Parameters: data represents the array of data values to be plotted, the fractional area Nov 26, 2022 · Matplotlib is a library in Python and it is numerical - mathematical extension for NumPy library. plot(kind='pie', ). So for example, if the pie chart has labels 60% and 40% respectively, i would like the labels to be modified to 90% and 10% upon the slider being pressed. Sorted by: 1. In the matplotlib library, there’s a function called legend () which is used to Place a legend on the axes. To specify fractions direction of the pie chart, you must set the counterclock parameter to True or False (value is True by default). I would like this handler to change the values of piechart. legend() Function The Axes. 12) Now we are ready to develop a Python script and generate a visualization. For example, autopct = '%. Hence, the bbox_to_anchor parameter shall always be used when using legend() function with a pie chart or a bar Sep 22, 2016 · Extending on Raphael's answer, for those using macOS, the system Chinese fonts is Heiti. One possibility is to simply remove undesired data points. 8] # Plot plt. An example of which I have shown below. 1. Here is an approach: make a set containing all the names. plot(theta, r) ax. vẽ biểu đồ hình tròn trong python, ve bieu do hinh tron trong python, Matplotlib Pie Chart trong python, học lập trình python, hoc lap trinh python plt. legend () function is a utility given in the Matplotlib library for Python that gives a way to label and differentiate between multiple plots in the same figure. gcf(). ttflist if 'Heiti' in f. pyplot as plt import Jan 9, 2024 · Matplotlib is a data visualization library in Python. pyplot as plt import 2. figure() plt. Dec 6, 2020 · Multiple legend to matplotlib pie chart? Preventing overlapping labels in a pie chart Python Matplotlib. 2f' % pct) if pct > 20 else '' Plot with matplotlib. But for some really low percentages the the slices and percentages prints are way too small to see, because they overlap with the other really small percentages. Draw pie charts with a legend. To check if you have it: import matplotlib. The legend needs only to be called once otherwise you would get 7 different legends showing. pie(data) # Display plt. Jan 10, 2024 · Matplotlib API has pie () function in its pyplot module which create a pie chart representing the data in an array. I'm aware of . show() The line plt. plot. head (8) instead of table. Polar plot. An entry is made up of exactly one key and one label. x: the number of occurrences for each label. legend(loc="lower left", ncol=len(df. import numpy as np. The pyplot, a sublibrary of Matplotlib, is a collection of functions that helps in creating a variety of charts. Plot a pie chart. plot(kind='pie', y='Hours per Year', legend = True) Then your legend should be sorted as you want it as well. legend(), but when I add various . pie: the patches that make up the pie chart, the text labels, and the autopct labels. Starting with a pie recipe, we create the data and a list of labels Apr 19, 2020 · Matplotlib is a library in Python and it is numerical - mathematical extension for NumPy library. See attached image. Syntax: matplotlib. The syntax is as below: matplotlib. My code is as below: import matplotlib. Jan 29, 2024 · In this article we show how to create charts in Python with Matplotlib. The colored/patterned marker to the left of each legend label. legend([labels], fontsize) Let’s see examples related to this: Example #1. pie() plt. fontManager. plot(kind='pie') Oct 24, 2013 · I was wondering if it was possible to remove the labels from a pie chart on the graph but to keep them in a legend box: import matplotlib. The below Matplotlib program plots a basic pie chart with the pie() function. the legend doesn't run far far longer than the plot). 0. We’ll iterate only 8 rows in this example so we’re using table. Jan 5, 2020 · In addition to the basic pie chart, this demo shows a few optional features: Note about the custom start angle: The default startangle is 0, which would start the "Frogs" slice on the positive x-axis. axes. Demo of a line plot on a polar axis. Sometimes you need to plot data with missing values. Sep 25, 2022 · Step 2: Utilize Matplotlib to plot the pie chart. It's possible to get a polygon grid by setting GRIDLINE Feb 13, 2023 · Customized legends are also useful in other graph types, such as Pie Charts and Bar Graphs. Aug 4, 2017 · textcol = ['k' if rgb2gray (color) > 0. We can keep all the labels in a separate rectangular space which makes the figure cleaner. You can label each wedge, specify colors, and explode one or more wedges out from the center for emphasis. pie(sizes[1:], labels=labels[1:], colors=[colours[key] for key in labels[1:]]) This works to create the plot: Here we see that the labels are represented by the same colours across both plots, as desired. They are currently supported in the PS, PDF, SVG, macosx, and Agg backends. Mar 22, 2023 · plt. pie Nov 14, 2021 · 6. legend(); similar to here , there's no error, there's just no Jan 5, 2020 · matplotlib. The autopct parameter is where the wedges are labelled with string or numeric value. legend() method to describe and label the elements of the graph and distinguishing different plots from the same graph. let’s create pie chart in python. 5, 1, 1. figure(n) sizes=[young,middle,old] labels='young cell(s)','middle-aged cell(s)','old cell(s)' colors=['pink','red','darkred'] plt. arange(0, 10, 0. The attribute Loc in legend () is used to specify the location of the legend. Function; def my_autopct(pct): return ('%. matplotlib. We’ll use the for loop to iterate rows and create a pie chart for each of them. transFigure) With bbox_to_anchor and bbox_transform=plt. Plot the pie chart using df. Feb 17, 2023 · plt. transFigure, you 3. remove() if ax is the axes where the legend resides. We create a scatter chart, line chart, bar chart, and pie chart. Below is a rapid example: import matplotlib. You can use this function for automatic creation of a waffle with simple parameters: def create_waffle_chart(categories, values, height, width, colormap, value_sign=''): # compute the proportion of each category with respect to the total. Line 7: inputs all above values to pie () function of pyplot. Default value of loc is loc=”best” (upper left). Data. Feb 7, 2024 · Thanks, this is helpful. Note. pie(): data1 = (10,90) # some data to be plotted. pyplot as plt import numpy as np r = np. Matplotlib is a Python library for creating charts. If you're looking to plot a piechart from a DataFrame, and want to display the actual values instead of percentages, you could reformat autopct like so: values=df['your_column']. More information in matplotlib documentation. show() Instead of having the percentages on the pie slices, is there a way to put these percentages within the legend so that the legend reads: dogs, 34%. le Jul 26, 2017 · 1. Nov 26, 2022 · Creating Legends. Or, to have them sorted by value: sizes = sizes. gca(). Specific artists can be excluded from the automatic legend element selection by using a label starting with an underscore, "_". , and sets the coordinate system. wedgeprops=dict (width=. Jan 8, 2020 · Here's my current code values = pd. pyplot as plt or . pyplot as plt import numpy as np import pandas as pd data Aug 24, 2021 · legend=True adds the legend; title='Air Termination System' puts a title at the top ylabel='' removes 'Air Termination System' from inside the plot. Default, they would be sorted in order of appearance. The label inside the plot was a result of radius=1. Note that the legend will steal space from the plot, but this is unavoidable. Note that you will have to substitute in your own data into ax. Thanks!! import pandas as pd # Intialise data to Dicts of For the automatic positioning of a single legend in a figure with many axes, like those obtained with subplots(), the following solution works really well: plt. DataFrame. # Import Library import matplotlib. Here, we will discuss an example related to the Matplotlib pie chart. set_rlabel_position(-22. The strings best upper right, upper left, lower There are several ways to do this, and the simplest is to use multiple figure numbers. scatterplot(). #def pieChart() # Data to plot. sizes = [215, 130] Bar of pie. 01) theta = 2 * np. Currently, the title not at the center! from matplotlib import pyplot as plt import numpy as np import pandas as pd def plot(df,xname autopct enables you to display the percentage value of each slice using Python string formatting. If sum(x) < 1, then the values of x give the fractional area directly and the array will not be normalized. Oct 23, 2013 · I have a piechart drawn using matplotlib. set_rticks([0. plot(legend=False) Aug 20, 2021 · I was trying to add a legend that is to the right of the plot, and lists all 50 labels in a relatively neat fashion in line with the plot (i. fish, 13%. arulmr. legend (bbox_to_anchor= (2. birds, 18%. Improve this question. 1) y1 = np. index The pie matplotlib function Given a set of categories or groups with their corresponding values you can make use of the pie function from matplotlib to create a pie chart in Python. 0 multiple piecharts, one legend. axis('equal') mypie, _ = ax. py examples here. In this code we are importing this library in our script, so we can use the functions to create a pie-chart. In this case, pie takes values corresponding to counts in a group. The best way to tackle the problem of overlapping labels in the pie chart is to use the labels separately in the plot. 2f' # display the percentage value to 2 decimal places. legend('', frameon=False) The quotation marks ‘ ‘ tell Matplotlib to place no variables in the legend and the frameon argument tells Matplotlib to remove the frame around the legend. get_legend(). How to avoid overlapping of labels autopct in a Matplotlib pie chart - To avoid overlapping of labels and autopct in a matplotlib pie chart, we can follow label as a legend, using legend () method. show() makes a screen appear with our pie chart in it, the pie chart looks like this: The most basic Pie Chart we can make with the matplotlib May 5, 2013 · I would like to show a fixed legend in a python matplotlib plot. ax. When plotting pie chart, You get three lists of objects: patches, texts, autotexts. And I am trying to avoid using a legend. Working full code: import pandas as pd. columns)) This is the only line I changed in your script. index so both will have the same order. legend(lines, labels, loc = 'lower center', bbox_to_anchor = (0, -0. arange(0, 2, 0. figure(0) # Create first chart here. Rune_V_Sjoen March 23, 2010, 3:33pm 1. for some cases, dataX is missing, but I would like to show the whole legend (always the three Aug 5, 2022 · by Zach Bobbitt August 5, 2022. In the example legend 1 and legend 2 are fine, but legend 3 should show blue and green, not blue and orange. Basic pie chart Pie Demo2 Bar of pie Nested pie charts Labeling a pie and a donut Bar chart on polar axis Polar plot Polar Legend Scatter plot on polar axis Using accented text in matplotlib Scale invariant angle label Annotating Plots Arrow Demo Auto-wrapping text Composing Custom Legends Date tick labels Custom tick formatter for time series Jan 10, 2024 · Matplotlib. 3, labels=group_names, colors=. Scatter plot. Preventing overlapping labels in a pie chart Python Matplotlib. import colors=[colours[key] for key in labels]) ax[1]. In matplotlib, you can conveniently do this using plt. I tried using fig. To create a pie chart with Seaborn, we first need to import the necessary libraries: import seaborn as snsimport matplotlib. figure(1) # Create second chart here. 3. 1 documentation. Mar 8, 2024 · Method 1: Basic Pie Chart. Follow edited Sep 7, 2016 at 11:55. pyplot as plt. Make a pie chart of array x. data2, plotted in blue . The WX and Cairo backends do not currently support hatching. show(). In our example, it’ll be the age groups. Add a legend using plt. Thanks Daniel In this tutorial, we will plot a pie chart using Matplotlib. Check out Plot types to get an overview of the types of plots you can create with Matplotlib. Customize labels, explode, and other parameters as needed. png, png) If a plot does not show up please check Troubleshooting. 14. If you have lots of categories it can be cumbersome to manually set a colour for each category Feb 1, 2021 · In this article, we are going to add a legend to the depicted images using matplotlib module. Matplotlib’s pyplot module provides a pie() function that creates pie charts with a simple list of values. I am creating a large set of plots, and some of them lack one of the datasets I am using. artist. font_manager. The most straightforward way to build a pie chart is to use the pie method. figure () plt . May 21, 2019 · I am trying to make customized legends showing only some of the lines plotted. Pie charts can be useful when utilized in the right context with the right data. I am creating a simple script which reads over a CSV file column, creates a new column with categories and then produces a piechart. pyplot. Axes. print([f for f in matplotlib. Basic Pie Chart. ¶. Next, use Matplotlib to plot the pie chart. Pie charts don't have the best reputation in the visualization community, but there are times when you want one anyway. You can use labels = sizes. pie. Pass the labels and the values as input to the function to create a pie chart counterclockwise, as in the example below. For example, the population corresponding to each age group. sum()/100), startangle=90) Jul 24, 2021 · How do i set a commond legend for both chart at the bottom of the chart. Oct 18, 2015 · This example shows a basic pie chart with labels optional features, like autolabeling the percentage, offsetting a slice with "explode", adding a shadow, and changing the starting angle. pi * r fig, ax = plt. See the tutorial for many examples with options for the arrows and a bounding box around the text. 5, 2]) # Less radial ticks ax. May 18, 2023 · Seaborn, a Python data visualization library, offers an easy and intuitive way to create stunning pie charts. The chart's plotting can be aided by using the code template below: The full code for our example would seem as follows: Output: Step 3: Design the Chart The pie chart can be further customized by including: Start angle. import matplotlib. Create slices and activities using numpy. The use of the following functions, methods, classes and modules is shown in this example: matplotlib. 5 Nov 28, 2018 · 1. I have managed showing the percentage values I wanted on the pie (see script below), but not the legend labels. pyplot as plt import pandas as pd import numpy as np m = pd Now in 2021, with matplotlib 3. Create random This legend guide extends the legend docstring - please read it before proceeding with this guide. Where to go next#. Line charts are used to represent the relation between two data X and Y on a different axis. StepsInitialize a variable n=20 to get a number of sections in a pie chart. We will create a pie and a donut chart through the pie method and show how to label them with a legend as well as with annotations. I have this code that gets the levenshtein distance between a correct word and it's mispelling. Show Code. family'] = ['Heiti TC'] For more here a link. You can use the following basic syntax to remove a legend from a plot in Matplotlib: import matplotlib. legend( ["title_1", "Title_2"], ncol = 1 , loc = "upper left" ,bbox_to_ancho Sep 7, 2016 · python; matplotlib; legend; pie-chart; Share. pie() Function The Axes. 4. pie(data,labels=labels) plt. Alongside this pie chart i have a slider, which when pressed will invoke a handler. cats, 24%. plot(). But that's not the case here since the legend overlaps with one of the dots. In your case something like: plt. For your need, you must replace: patches, texts = plt. com Jun 4, 2023 · I am trying to draw a pie chart using python matplotlib. axis (( 0 , 10 , 0 , 10 )) t = ( "This is a really long string that I'd rather have wrapped so that it " "doesn't go outside of Polar plot #. Shadow. rcParams['font. Prepare your data in a pandas DataFrame. labels = u'Participaram', u'Não participaram'. The resulting pie will have an empty wedge of size 1 - sum(x). In addition, Matplotlib also reflects the different markers in the Jul 24, 2022 · Let’s draw our first pie chart to do that. name]) Then, do the following: matplotlib. pie(sizes, counterclock=False, colors=colors, startangle=-270) answered Feb 6, 2018 Oct 14, 2013 · If you want to fine tune the needed space, you may want to look at the add_axes method of matplotlib. 9. patches as mpatches. The legend() function will work fine with a Line Graph or a Scatter Plot, but it will intercept with the graph in a Pie Chart or a Bar Graph. Scatter plot on polar axis Eric Firing, Michael Droettboom and the Matplotlib development team; 2012 Welcome to the Matplotlib bakery. value_counts() fig = plt. If you want to show the % symbol on the pie chart, you have to write/add: This affects %matplotlib inline in IPython and Jupyter notebooks where the inline setting uses bbox_inches='tight' by default when saving the image to embed. io mi gi vq su tj mc cz ja qm