Plt pie title. subplots() fig, (ax1, ax2) = plt.

add_axes((0,0,. Then create a list of data, a list of labels, and a list of colors. pyplot as plt # If you want a 2 by 2 grid of plots, do: fig, axes = plt. 5 x-location is the halfway point between the left and the right. 0) #pyplotインターフェース ax. Axes. Your plt. annotate ('Some text in I've never used plt. Parameters: yint or label, optional. Putting it all together (besides the special chars - I had some problems activating TeX), try the following code: # -*- coding: UTF-8 -*-. Text instances have a variety of properties which can be configured via keyword arguments to set_title, set_xlabel , text, etc. Mar 30, 2021 · Matpllotlib提供了 pie ()函数用于 绘制 饼图。. The wedges are plotted counterclockwise, by default starting from the x-axis. use("fivethirtyeight") plt. Set one of the three available Axes titles. title(label, fontdict=None, loc=None, pad=None, *, y=None, **kwargs) [source] #. In the code below we will suppose that we have only one line so that the list returned is of length 1. Syntax: matplotlib. suptitle ('This sentence is\nbeing split\ninto three lines') plt. show() However I call this functions from another function. Label or position of the column to plot. set_title(fontsize='large') plt. Feb 24, 2021 · 1. The wedge sizes. rcParams['font. fig. pyplot is a state-based interface to matplotlib. 70 , 0. Parameters: A tutorial on creating pie charts in python with Matplotlib, including adding labels, changing the styles, and using custom colors. fracs = [15, 30, 45, 10] Draw a first plot #. axes. subplots() ax. show () answered Feb 23, 2014 at 11:46. set(title='Title of Plot') To add an overall title to a seaborn facet plot, you can use the . title('my random fig') #get the title property handler plt. notebook), detect that line and delete it if not already and then restart the kernel and re run again. 70 Sep 16, 2018 · If you are trying to set text() method there are x and y coordinates you can use to change the location of the text. The title () method in matplotlib module is used to specify title of the visualization depicted and displays the title using various attributes. The Python matplotlib pyplot pie chart displays the series of data in slices or wedges, and each slice is the size of an item. , [ 'Sans' | 'Courier' | 'Helvetica' ] You can lay out text with the alignment arguments I have tried plt. Jul 24, 2022 · Let's explore how to use Matplotlib function pie() to draw pie charts with customized colors, text, and percent labels. pie ¶. show() Highlight a Category in the Pie Chart. 3- you can type " import pandas as pd " in IDLE. #. text(0. df. Explore a Zhihu column that offers a platform for free expression and writing on diverse topics. plot(x, y) But I got lots of errors: Traceback (most recent call last): Matplotlib 파이 차트 그리기. In order to draw the matplotlib chart in Python, you have to use the pyplot pie function. The data is stored in a pandas dataframe. title()` and display it with `plt. pi, 200) y = np. Now, we want to make a configuration on the chart. For the font size you can use size/fontsize:. 2. # fig. You can plot a pie chart in matplotlib using the pyplot’s pie() function. I want to increase fontsize of labels A, B,C etc in above pie chart. isupper() == True: result = chart(x) return result. subplot(221) plt. figure #. plot(). figure() ax = fig. change the textprops color to something different: textprops={'color':"blue", 'size': 10, 'weight':'bold'} You can easily manage the font size, style and color using the textprops argument in the ax. subplots. axis('equal') pie = ax. Attention, plt. 0 に満たない場合は空白の領域が Jul 5, 2021 · 2. pie() function help to plot pie chart of given numeric data with labels. In the pie function, we use the explode parameter for expanding a wedge of pie chart. title("sub count of most popular czech youtubers") plt. There's a bold times font of its own, assuming it's installed on your system: plt. import matplotlib. subplot(4, 1) # etc May 18, 2019 · matplotlib. import numpy as np. Here is a minimal example plot: import matplotlib. suptitle("Main Title", fontsize=16) – Temak. import matplotlib . show() which produces the error Dec 7, 2020 · With original size the pie was huge, all over the screen. To plot a pie chart in Matplotlib, we can call the pie () function of the PyPlot or Axes instance. figure() data = np. Data. You can set the labels on that object. This diagram shows how the angles work in more detail: Case A shows the default case. show()`. subplots (1, 2) ax1. Jan 13, 2019 · For some reason, I'm getting a huge space between a pair of pie charts and their titles. Because of the default spacings between axes and figure edge, this suffices to place the legend such that it does not overlap with the pie. The only mandatory argument is the data we'd like to plot, such as a feature from a dataset: [ ] import matplotlib. I would like to collapse this space. tight_layout() slices = (2770000, 1360000, 1190000, Skip to main content Stack Overflow Matplotlib Pie Chart . # The slices will be ordered and plotted counter-clockwise. 5, 0. You can easily tweak the fontsize of both and adjust there placing by changing the first two figtext positional parameters. 1, 0, 0, 0) plt. plot(x, y) plt. This will automatically add the labels for you and even do the percentage labels as well. Feb 11, 2016 at 17:59. If fontproperties is given the default values for font size and weight are taken from the FontProperties defaults. suptitle("Main Title", size=16) answered Jan 25, 2015 at 3:31. Ronny Andersson. Aug 2, 2017 · So go to your search bar on your desktop and search for cmd. This syntax is similar to including titles on line plots and bar Apr 6, 2017 · The df. Apr 8, 2021 · To add a title to a single seaborn plot, you can use the . figure(figsize=(4,3),dpi=144) # axes object for the first pie chart. If that is the case for you as well, you might try: import matplotlib. explode = (0. pyplot as plt fig = plt. pyplot as plt import numpy as np plt. I'm not sure what's controlling this spacing. The following code will do it (explanation in comments): import matplotlib. labels = 'Frogs', 'Hogs', 'Dogs', 'Logs'. family'] = ['Heiti TC'] For more here a link. suptitle('test title', fontsize=20) plt. Jan 23, 2020 · I would like to change the fontsize of the title of my legend in matplotlib. Here's how to do a subtitle: just use a regular figure text box stuck in the right place: # Figure subtitle. title(). figure(figsize = (15, 80)) for i, audio, rate, name in zip(r First of all; avoid pie charts whenever you can! Secondly, have a think about how objects work in python. 파이 차트 (Pie chart, 원 그래프)는 범주별 구성 비율을 원형으로 표현한 그래프 입니다. name = 'x label' would work too. ttflist if 'Heiti' in f. set_title('Distribuicao recomendada de calorias por refeicao', bbox={'facecolor':'0. title('My Title', loc='right') #adjust title position using x and y coordinates. pie(x) plt. You need to create two subplots - one for each pie chart. None or dict, optional. The available titles are positioned above the Axes in the center, flush with the left edge, and flush with the right edge. Make sure that all your texts and titles are placed properly and do not overlap each other. title () function. A title is added to the pie chart with plt. The use of fontdict is discouraged. It provides an implicit, MATLAB-like, way of plotting. 7 it is fontsize instead of size. pie documentation:. The resulting pie will have an empty wedge of size 1 - sum(x). # the same figure for both subplots. Text. Parameters: x1D array-like. gca(). In other cases, one might still need to adapt those spacings such that no overlap is seen, e. set_title. ¶. index, autopct=autopct_format(values)) – Nov 28, 2021 · Method 1: Using matplotlib. legend(['test entry'],title='test') lg. If sum(x) < 1, then the values of x give the fractional area directly and the array will not be normalized. . 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 Explore the world of writing and self-expression on Zhihu's column platform, where creativity meets freedom. figure() plt. Jul 18, 2016 · Use this if you want to create quicker arrangements of subplots. Nov 14, 2021 · To this end, one would store the autopct labels returned by plt. Go to the end to download the full example code. Parameters should be passed as individual keyword arguments or using dictionary Aug 14, 2021 · 2. labels = df03['new_sentiment'] matplotlib. Case B shows the startangle case. subplots() fig, (ax1, ax2) = plt. 2f' # display the percentage value to 2 decimal places. pyplot as plt plt. pyplot as plt labels = 'Frogs', 'Hogs', 'Dogs', 'Logs' sizes = [15, 30, 45, 10] fig, ax = plt. I would like to create a seperate pie chart for both "Gender" and "Country" to show how many times each option shows up in the data but I'm quite confused about how to do so. Next, plot the pie chart using Matplotlib. autotexts is the sequence of Text containing the percentages. plot(range(10)) lg = ax. figure. pyplot as plt frac=[1. figure(figsize=(5,3)) ax = fig. subplots(2,2) # "axes" will be a list of all the matplotlib. Let’s see how we can add and style axis labels in Matplotlib: # Adding Axis Labels to a Matplotlib Plot import matplotlib. subplots:. title_location 属性或使用 text() 方法，我们可以在Matplotlib中将标题放在图像的底部，实现更加多样化的绘图效果。. jpg') matplotlib. 0, 100, 50) y = np. for x in y: if x. Aug 1, 2021 · Here we will be building a simple pie chart with the help of matplotlib. plot(data) fig. For example, here’s how to add a title to a boxplot: sns. pie (x, explode=None, labels=None, colors=None, autopct=None, pctdistance=0. Any and all help is much appreciated! Matplotlib maintains a handy visual reference guide to ColorMaps in its docs. Alternatively, the index x-axis label is automatically set to the Index name, if it has one. A dict of font properties. 8,'Humidity',fontsize=30,ha='center') plt. 9. sin(x) plt. pyplot as plt # Pie chart, where the slices will be ordered and plotted counter-clockwise: sizes = [15, 30, 45, 10] fig1, ax1 = plt. pyplot — Matplotlib 3. For example, here’s how to add an overall title to a 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. arange(0, 5, 0. 6, shadow=False. Axes objects # For one 4-long row of plots: fig, axes = plt. This function wraps matplotlib. Mar 31, 2022 · Case A shows the default case. pie(hours, labels=labels) plt. title = code and erase it and re-run the script if this is a jupyter like enivornment (e. 86 , 19. add_subplot(121) will create a grid of subplots consisting. linspace(0, 2 * np. . The labels need to be a Python list of strings. This utility wrapper makes it convenient to create common layouts of subplots, including the enclosing figure object, in a single call. A pie plot is a proportional representation of the numerical data in a column. # Pie chart, where the slices will be ordered and plotted counter-clockwise: l = 'Frogs', 'Hogs', 'Dogs', 'Logs'. pyplot as plt: plt. For more advanced use cases you can use GridSpec for a more general subplot layout or Figure. font_manager. pie (range (5)) plt . To check if you have it: import matplotlib. random import randn fig = plt. Here's my first guess. g. In addition to hashcode55's code: When you want to avoid making multiple DataFrames, I recommend to assign integers to your feature-column and iterate through those. Matplotlib 饼图 饼图（Pie Chart）是一种常用的数据可视化图形，用来展示各类别在总体中所占的比例。. ~~~ 】を用いてグラフを作成していきます。 Sep 26, 2013 · 2. An application called Command prompt should show up. pyplot as plt import numpy as np from numpy. suptitle(title) plt. Wedge object; therefore in addition to Aug 19, 2022 · Matplotlib Exercises, Practice and Solution: Write a Python programming to create a pie chart with a title of the popularity of programming Languages. title call happens before the figure is created (with plt. fontManager. title. show() Probably you want this. I want the title to be a bit more further away from the label but I don't know how to set it. You'll learn to use parameters such as autopct, textprops, colors, startangle, counterclock, labeldistance, pctdistance, shadow, and explode. A unique identifier for the figure. fig = plt. title command after the graph df. Example 1: Change the font size of the Title in a Matplotlib. set () function. If you want to show the % symbol on the pie chart, you have to write/add: They're an intuitive and simple way to visualize proportional data - such as percentages. Pip is a package install manager for Python and Wait for the downloads to be over and once. xlabel() adds an x-axis label to your plot. 1) The following examples show how to use each of these methods Jun 3, 2022 · We can add axis titles using the following methods: . You should move the plt. If a figure with that identifier already exists, this figure is made active and returned. Matplotlib如何将标题放在图像底部 在Matplotlib中，我们可以使用 title () 方法给绘图添加标题，而标题通常位于图像的顶部，但有时候需要 Jan 8, 2020 · However, this version didn't work for me, until I substituted the variables used in both the original post and the the other solution: plt. pie(hours, explode=explode, labels=labels) plt. 위의 그림과 같이 부채꼴의 중심각을 구성 비율에 비례 하도록 표현합니다. getp(title_obj, 'text') #print Plot a pie chart of animals and label the slices. Jun 3, 2023 · I have a pie chart with a left aligned title: import matplotlib. Provide this chart: a title and then using the show () method plot the chart. 各要素の割合に応じた円グラフの領域が割り当てられます。. This cannot work. sharex, shareybool or {'none', 'all', 'row', 'col'}, default: False. Make a pie chart of array x. Aug 15, 2011 · If your subplots also have titles, you may need to adjust the main title size: plt. 0) Use the setter methods of a Line2D instance. pie (x, explode=None, labels=None, colors=None, autopct=None, pctdistance=0. matplotlibの2つのグラフ描画方法での、タイトルの表示方法をざっくり紹介しました。 オブジェクト指向でのグラフ描画方法【 ax. sin(x) fig, ax = plt. It also opens figures on your screen, and acts as the figure GUI manager. suptitle. pyplot. pie() function. pyplot is mainly intended for interactive plots and simple cases of programmatic Jan 10, 2024 · Matplotlib API has pie () function in its pyplot module which create a pie chart representing the data in an array. Sep 22, 2021 · The issue seems to be caused by the fact that plt. pie() and loop over them to replace the text with the values from the original array. title() method in the matplotlib module. xlabel('xlabel', fontsize=18) plt. pyplot as plt import numpy as np x = np. Using any negative value would place it below the axis. set_title('title') as in: plt. 1); y = np. title('Relation between Type and Rating') Let’s clean it up and Mar 14, 2019 · I have a pie chart that looks like: I tried increasing the font size using textprops={'fontsize': 18}). 868 1 9 18. show() また、要素の合計が 1. Mar 21, 2022 · Pandas has this built in to the pd. set_facecolor('lightgrey') or. In order to do this, we use the explode parameter. Jul 16, 2021 · You can use one of the following methods to adjust the position of a title in a Matplotlib plot: #adjust title position using 'loc' argument (left, center, right) plt. Step 3: Plot the Pie Chart using Matplotlib. plot() internally, so to integrate the object-oriented approach, we need to get an explicit reference to the current Axes with ax = plt. I believe this example should be self-explaining, however, you obviously don't need to move labels manually. pyplot #. Jan 16, 2021 · Yes, there's matplotlib. 9, "Figure subtitle", horizontalalignment="center") The 0. That's why I decided to use radius . I'm just trying to label the x, y axis. x = np. The only real pandas call we’re making here is ma. titlesize"] (default: 'large') and rcParams["figure. show() Change Style of the Pie Chart Dec 29, 2016 · plt. May 18, 2023 · Finally, we add a title to our plot with `plt. findSystemFonts(fontpaths=None, fontext='ttf') autopct enables you to display the percentage value of each slice using Python string formatting. We can add some labels to our pie chart with the keyword argument labels= included in the plt. figure(figsize=(10,6)) ax = fig. Controlling properties of text and its layout with Matplotlib. AxesSubplot object. accept parameters same as matplotlib. title on its own returns a text object, not the string itself, and expects the same. 40 , 10. 31 , 4. Plot a pie chart. If you loop over them you should be able to find the 0. rcParams["figure. getp(title_obj) #print out the properties of title plt. Also, if you want a figure title, the command is plt. array([ 3, 5, 1, 6 ]) plt. ha is for horizontal alignment Jun 23, 2018 · import matplotlib. plt. countplot(x='rating',hue='type',data=df) plt. index. ylabel() adds an y-axis label to your plot. use ('_mpl Jun 3, 2023 · bbox_transform=plt. python. To add labels, pass a list of labels to the labels parameter. boxplot(data=df, x='var1', y='var2'). I tried to run, on IDLE, the following example code, which was copied from matplotlib's official website: import numpy as np. We want to highlight the hours spent on Python. (10,8)) sns. This is making the axis leave room at the top of the figure, by specifying the axis size in figure coordinates. Jun 22, 2017 · I suspect that this is related to the fact that ax1. Pie charts are a great way to visualize data in a way that is easy to understand. The pie chart is plotted by using the pie function. If no column reference is passed and subplots=True a pie plot is drawn for each numerical column independently. python; Matplotlib is a powerful visualization library in python and comes up with a number of different charting options. savefig('test. sizes = [15, 30, 45, 10] 通过设置 Axes. 欢迎关注”生信修炼手册”!在 matplotlib 中， pie 方法用于 Nov 4, 2018 · I want to add a title to my figure that contains several subplots. And then that would call the function above and I would like it to chart separate pie charts but they call end up on top of each other. text. Starting from angle 0, the segments 1 to 4 are added in the counterclockwise direction. gcf(). 9,'Temperature', fontsize=100, ha='center') plt. In this example, we are plotting a ReLU function graph with fontsize=40. set(xlabel="x label", ylabel="y label"). pie() for the specified column. gca() ax. 43 , 2. With just a few lines of code using Seaborn’s `pieplot()` function, we can easily create an informative and visually appealing pie chart. The autopct parameter helps in displaying the share of each wedge. 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. I applied your code to the example in the official reference and added the code to change the font. Create a new figure, or activate an existing figure. 2, colors=['k'], startangle=180, counterclock=False) # ax. You can use the template below to plot the chart: Nov 8, 2013 · Maybe add these information to the legend. 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. I want to have labels with small size on a piechart in python to improve visibility here is the code import matplotlib. pyplot 모듈의 pie () 함수를 이용해서 파이 차트를 그리는 The goal is to create a pie chart based on the above data. print([f for f in matplotlib. This calls plt. suptitle () function. pie() を使用します。. plot(kind='pie') May 12, 2023 · Quick summary. x = range ( 1, 11 ) May 8, 2018 · My solution is basically similar to the accepted answer by ImportanceOfBeingErnest. 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 the figure Nov 1, 2023 · Let’s build a pie chart that shows a breakdown of content ratings. pentandrous. title('sin function', x= 1. ylabel('ylabel', fontsize=16) fig. string e. 5, y=1. pie(sizes, labels=labels) Each slice of the pie chart is a patches. 5,. subplot(222) etc Then there is no need for superfluous variables. pie. The syntax of this pie function is. pyplot as plt group_size = [10, 10, 10, 10, 10, 50] labels = ['AAAA', 'BBBB', 'CCCC', 'DDDD', 'EEEE', ''] fig, ax = plt. title (label, fontdict=None, loc=’center’, pad=None, **kwargs) Example 1: In this example, we will look at how to give Mar 30, 2022 · I have such code now: import matplotlib. Please move that code inside the loop. 6, shadow Create a list of pie piece sizes and call the plt. plot() function returns a matplotlib. figure() ). But with that reduction my labels become not clear and less readable (even if to increase the size of labels). , line1, line2 = plot(x1, y1, x2, y2). 12. add_subplot() a = dataset['PassengerId'][dataset['Survived'] == 0 Sep 22, 2016 · Extending on Raphael's answer, for those using macOS, the system Chinese fonts is Heiti. pie(x)# Plot a pie chart. bar (x, y) # add text to the axes on the left only ax1. title works at the axes level. You can even apply styles tailored to each slice. My code: Creating multiple subplots using. Customizing the pie chart. We use tuple unpacking with line, to get the first element of that list: 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. 1 documentation. Sep 1, 2020 · There are only 2 options for gender and 3 for country. Jan 5, 2020 · matplotlib. 66 , 4. The following is the syntax: import matplotlib. title("Test", fontname="Times New Roman Bold") You can find a list of fonts on your system here: How to get a list of all the fonts currently available for Matplotlib? I have: >>> [i for i in matplotlib. the function returns tuple (patches, texts, autotexts). However, it only changes the font-size of the percentage labels inside pie, and the labels outside remain un-affected. pie 实例. from matplotlib import pyplot as plt fig = plt. png, png) If a plot does not show up please check Troubleshooting. uniform (low = 0, high = 10, size = 50) # get references to the 2 axes with plt. DataFrame. Number of rows/columns of the subplot grid. At the least, can we center the pie inside the space? Here is some sample code similar to what I am actually doing: matplotlib. To create a pie chart like the one below: Install and Import Matplotlib’s pyplot module. titleweight"] (default: 'normal') are ignored in this case. pyplot. x = [15, 25, 25, 30, 5] Note. subplots(1, 4) # And one 4-tall column: fig, axes = plt. axis('equal') is applied only to the last graph outside the loop process. pie(x, labels) 円グラフを描画するには matplotlib. pie(x, labels = None) A shorthand answer assuming import matplotlib. autopct = '%. Jul 30, 2014 · import matplotlib. xlabel('X axis title') and plt. ~~~ 】を覚えておいた方が応用がきくので、以降の例では、【 ax. 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). show() ( Source code, 2x. set_title('sin function', x= 1. show () pie ()提供一些详细选项如下。. edited Aug 14, 2021 at 18:19. pie() function call. pie() only returns three arguments, the last one being the labels of interest, when autopct keyword is provided so we set it to an empty string here. In python 2. After specifying the labels and sizes of the pie chart. plot returns a list of Line2D objects; e. pie(group_size, radius=2. imshow(data, interpolation='nearest') title_obj = plt. pyplot as plt _ = plt. But I think the steps involved are easier to grasp. change the plot background color to a different color. pie(v_counts, labels=v_counts. 5,1)) ax. From pyplot. 5 Create a figure and a set of subplots. name]) Then, do the following: matplotlib. 1f' # display the percentage value to 1 decimal place. figure () fig. title() method to assign a title to a plot, so in order to change the font size, we are going to use the font size argument of the pyplot. For example, autopct = '%. style. 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 Mar 31, 2022 · title - we have added a title to the plot, y calling plt. Nov 20, 2021 · I would like to add a title to pie chart with legend at right. pie, but you should be able to do what you want manually. style. subplots creates a figure and a grid of subplots with a single call, while providing reasonable control over how the individual plots are created. The fractional area of each wedge is given by x/sum(x). 02 , 1. Aug 26, 2022 · As we use matplotlib. In this blog, we will work on how to draw a matplotlib pie chart?To draw pie char use plt. If not None, is a len(x) array which specifies the fraction of the radius with which Jul 16, 2019 · You can either: 1. Sep 30, 2021 · either detect that plt. title('My Title', x=0. add_subplot for adding subplots at arbitrary May 10, 2017 · plt. Now plot the values using the pie method. linspace (0. As usual we would start by defining the imports and create a figure with subplots. pie () 方法语法格式如下： matplotlib. Nov 8, 2022 · Just insert a newline character \n where you want the new line. transFigure) Here (1,0) is the lower right corner of the figure. so df2. 1% (or whatever you want) and move the position of the text (to do this decently you might need Functions dealing with text like label, title, etc. pyplot as plt import numpy as np # generate sample data to plot x = np. 2- and immediately Type in the command "pip install pandas". 8', 'pad':3}) and continue from the title-line in the original code. Here is my code: import matplotlib. clip(randn(250,250),-1,1) cax = plt. random. let’s create pie chart in python. explodearray-like, default: None. It is like case A except the whole pie is Apr 22, 2015 · fig = plt. 0) #オブジェクト指向インターフェース 縦 縦方向は y 引数に数値を与えることで、位置の調整ができます。 Aug 28, 2020 · import matplotlib. Set a title for the Axes. See pie. ylabel('Y axis title) and several other codes but none are working. It is like case A except the whole pie is rotated counterclockwise by the Jan 12, 2024 · plt. number attribute, a string refers to the figure label. pyplot as plt. The label inside the plot was a result of radius=1. 13. Text properties and layout #. An integer refers to the Figure. 我们可以使用 pyplot 中的 pie () 方法来绘制饼图。. plot(x, y, linewidth=2. Jun 23, 2021 · I don't know how to specify the position of the title using matplotlib. Parameters: nrows, ncolsint, default: 1. The matplotkib plt. figtext(. Or, more succinctly: ax. matplotlib. set_title('title') plt. da zp ee gf xr kl io lq us go