Pie chart python with percentage using matplotlib. py (lines 4606 on matplotlib 99.

May 19, 2021 · According to the docs pctdistance controls the "ratio between the center of each pie slice and the start of the text generated by autopct", and it has a default value of 0. Provide this chart: a title and then using the show () method plot the chart. . pyplot as plt labels = 'Frogs', 'Hogs', 'Dogs', 'Logs' sizes = [15, 30, 45, 10] fig, ax = plt. Feb 27, 2022 · Also adding new text label with text description and setting it's position below percentage label. png, png) If a plot does not show up please check Troubleshooting. plot(kind='pie') Apr 22, 2021 · Reformed 2. figure(1) # Create second chart here. The area of slices of the pie represents the percentage of the parts of the data. change the plot background color to a different color. ). Function; def my_autopct(pct): return ('%. Plot a Pie Chart using Matplotlib. pyplot as plt # if using a Jupyter notebook, include: % matplotlib inline Jul 10, 2024 · Plotting a Simple Pie Chart. # Pie chart, where the slices will be ordered and plotted counter-clockwise: labels = 'Frogs', 'Hogs', 'Dogs', 'Logs'. text() function: This functio Aug 20, 2019 · 2. hatch: Str or list, hatching pattern applied to all pie wedges or sequence of patterns that the chart will cycle through. The index picking in inner_colors matches hues for a larger numbers of data points in the inner circle: cmap = plt. plot(). The rotation is counter clock wise and performed on X Axis of the pie chart. It rotates the start of the pie chart by specified value in degrees counterclockwise from the x-axis. To create a pie chart like the one below: Install and Import Matplotlib’s pyplot module. Customized Histogram with Density Plot. For this first, all required modules are imported and a dataframe is . In many cases pie charts are not the best way to convey information. To plot a pie chart in Matplotlib, we can call the pie () function of the PyPlot or Axes instance. This function wraps matplotlib. If not None, is a len(x) array which specifies the fraction of the radius with which Sep 2, 2017 · Changing the color of labels on the chart. Axes. 1f' # display the percentage value to 1 decimal place. subplots() ax. The wedge sizes. The one caveat here is that if the sum(x) < 1, the wedges won't Feb 17, 2023 · 1. pie () functions return a pie chart plot in Python. May 28, 2019 · Yes, it's totally possible. the second one replaces ´product_data = df["Product Name;"]´. In the inner circle, we'll treat each number as belonging to its own group. The fractional area of each wedge is given by x/sum(x). How to Show the actual value instead of the percent in a Matplotlib Pie Chart. Pie Demo2. 16. show() For drawing a table, I use the below code: %%chart table --fields MachineName --data df_result2. 1, 0. What Makes a Matplotlib Pie Chart Unique. xmax allows you to set the value that corresponds to 100% on the axis. The pie chart im displaying, however, doesn't actually do the auto percentages. Multiple Histograms with Subplots. sum()) I will leave the rest to you. 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. x: the number of occurrences for each label. subplots There are several ways to do this, and the simplest is to use multiple figure numbers. Data. 2f' # display the percentage value to 2 decimal places. pyplot as plt import numpy as np. You may position the texts manually using a predefined list of pctdistances. Dec 14, 2018 · In the matplotlib resources, it is mentioned that autopct can be a string format and a function, so, we create a custom function that formats each pct to display the actual value from the percentages used commonly by this feature. Apr 8, 2023 · normalize: Bool, when True, always make a full pie by normalizing x, otherwise results in a partial pie. Various ways to style a pie chart. pie() plt. If no column reference is passed and subplots=True a pie plot is drawn for each numerical column independently. linspace(0, 10, 100) y = np. If we now make a Python file Dec 26, 2021 · The area of the slices is equal to the percentage of the parts of the data. pie: the patches that make up the pie chart, the text labels, and the autopct labels. It can be created using the pie() method. Simply tell matplotlib that you are working on separate figures, and then show them simultaneously: import matplotlib. Parameters: x1D array-like. 5. pie(x, labels) When contrasting the relative sizes and weights of several groups, pie charts really shine. If sum(x) < 1, then the values of x give the fractional area directly and the array will not be normalized. When you call ax. Parameters: yint or label, optional. Finally, we do autopct to optionally overlay the percentages on to the graph itself. Where to go next#. Jan 26, 2023 · I'm creating a pie-chart according to the matplotlib-demo: https://matplotlib. We can then use the `plt. You can plot a pie chart in matplotlib using the pyplot’s pie() function. set_major_formatter(mtick. 1,0,0,0. import pandas as pd. Replace python3. The pie method takes an x parameter as its first argument, which is the values that will make up the wedges of the pie. You should be able to pass a function to autopct within your call to . size'] = 9. plot. Jun 3, 2023 · Step 2: Making sure, a pie chart is needed. yaxis. We will look at: A simple pie chart. df1. text method. The first thing you need is to import the Matplotlib and other relevant libraries like Pandas, Numpy and their sub modules. Check out Plot types to get an overview of the types of plots you can create with Matplotlib. 6, shadow=False, May 21, 2018 · It takes full df with zeroes, like [100,0,0] You can filter df, as un answer above but you can use lambda function in autopct as well: df1. pyplot as plt # Some data labels = 'Frogs', 'Hogs', 'Dogs', 'Logs' fracs = [15, 30, 45, 10] # Make figure and axes fig, axs = plt. 8]) # The slices will be ordered and plotted May 16, 2023 · To add percentages in a pie chart in Python, you can use the Matplotlib library. This works great, but I want the percentage label that Mar 8, 2024 · This code generates a simple pie chart displaying the respective market share of different tech companies with their names and percentage values on the chart. df. 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. The only mandatory argument is the data we'd like to plot, such as a feature from a dataset: import matplotlib. 0 to 1. Label or position of the column to plot. Pie charts are a visual representation of the distribution of categorical data, where the percentage of each category is shown as a slice of a circle. There are two different ways to display the values of each bar in a bar chart in matplotlib - Using matplotlib. index. text. reset_index() We need to use the reset_index here because we need the city variable when creating our next charts. pyplot as plt import Welcome to the Matplotlib bakery. show() This generates a (Source code, 2x. autopct enables you to display the percentage value of each slice using Python string formatting. The wedges of the Pie chart is returned as: patches: A sequence/ list of patches wedge instances texts: A list of the label Text instances. When plotting a Pie chart from a dictionary using Python's matplotlib, I get some classes that are too mashed together because of their small size. Explore Teams Create a free Team Jun 8, 2020 · I am plotting a pie chart with pandas plot function, with the following code and matplotlib: plt. 1 Matplotlib: Overlapping labels in pie chart A pie plot is a proportional representation of the numerical data in a column. subplot(121, aspect='equal') dfhelp. Aug 4, 2016 · Edit 1. May 30, 2018 · 9. Draw a stacked bar chart using data (dataset, dictionary, etc. 9 with whatever version of Python you have. I am creating a simple script which reads over a CSV file column, creates a new column with categories and then produces a piechart. The pie function does not take lists or arrays as input for the pctdistance argument. Jul 24, 2022 · Let’s draw our first pie chart to do that. # new coordinates of the text, 0. Mar 31, 2022 · A pie chart represents the entire data set as a circle and shows each category as a pie slice. Seeing how categories are used and how they stack up visually. 0 and you want to display it from 0% to 100%. 7 * np. 1. Just do PercentFormatter(1. We can change the color of labels and percent labels by set_color() property of matplotlib. All of the data adds up to 360 degrees. figure(figsize=(16,8)) # plot chart ax1 = plt. This video is sponsored by Brilliant. Draw pie charts with a legend. plot(kind='pie', subplots=True, figsize=(6, 4)) My dataframe consists of two columns - Country and Value (% distribution) and has about 25 countries listed. import matplotlib. ) May 24, 2019 · the first line of the answer goes right after the loading of the csv file (4th line). I'm using modified matplotlib official pie chart example, but logic is the same for Your more complex situation. 5) would create donuts (pie charts with holes in the center). Dec 14, 2020 · The matplotlib. import pandas as pd import numpy as np from matplotlib import pyplot as plt def label_function(val): return f'{val / 100 * len(df Nov 19, 2020 · I want to plot Gender (male/female) proportion of titanic dataset in pie chat using matplotlib, showing percentage representation of male and female Ask Question Asked 3 years, 7 months ago Mar 8, 2014 · percent label position in pie chart. For drawing the pie-chart, I use the below code: import matplotlib. Python3. If sum (x)< 1, then the values of x give the fractional area directly and the array will not be normalized. This example demonstrates some pie chart features like labels, varying size, autolabeling the percentage, offsetting a slice and adding a shadow. The fractional area of each wedge is given by x/sum (x). The wedges are plotted counterclockwise, by default starting from the x-axis. Next, plot the pie chart using Matplotlib. The labels are rotated to align with a ray from the center of the pie through the center of the wedge, using "rotatelabels = True" in plt. Matplotlib API has a pie () function that generates a pie diagram representing data in an array. Plot a pie chart. "Exploding" a segment to highlight it. The angle of each slice (and therefore the area of each slice) represents the relative size of the category. The pie chart comes out with the values all in Dec 19, 2021 · It is divided into segments and sectors, with each segment and sector representing a piece of the whole pie chart (percentage). head (8) instead of table. Wedge object; therefore in addition to Jan 9, 2024 · Here we will see different methods of Plotting Histogram in Matplotlib in Python: Basic Histogram. Line 3 : Inputs the arrays to the variables named values which denotes happiness index in our case. Related. The slices of pie are called wedges. Here's an example of how to do it: First, import the necessary libraries: import matplotlib. For example, the population corresponding to each age group. sin(x) Then, create a pie chart using the pie function: I then took a sum of the values for each source and passed that to plt. Then create a list of data, a list of labels, and a list of colors. The resulting pie will have an empty wedge of size 1 - sum(x). Customized Histogram with Watermark. text() function. We can extract the appropriate labels from the MultiIndex with its get_level_values() method: inner_labels = inner. This way there is no need to manupulate the percentage. wedgeprops=dict (width=. I think its one solution is to avoid values with zero %age and second is to seprate labels to overlap (with some arrow etc. Starting with a pie recipe, we create the data and a list of labels Sep 1, 2016 · #df is dataframe with 6 rows, with each row index being the label of the sector plt. html The percentage of each frac seems to be Jul 17, 2019 · Values instead of percentages with pie chart python. format (pct) if pct > 5 else ''. theta2 + patch. I want to increase fontsize of labels A, B,C etc in above pie chart. pie() function. I'm trying to add a breakdown in service by cost with a pie chart to show how much each service makes up the total cost. Jan 5, 2020 · matplotlib. Examples. plot(kind='pie', autopct=lambda p: '{:. set_facecolor('lightgrey') or. 3. pie(df. Import this package (specifically, the Pyplot sub-package) into your Dec 2, 2015 · The autopct argument from pie can be a callable, which will receive the current percentage. axes. We’ll iterate only 8 rows in this example so we’re using table. This method can take a color and size argument but this is not currently used. The pie() function in the pyplot module of matplotlib is used to create a pie chart representing the data in an array. Line 7: inputs all above values to pie () function of pyplot. The following is the syntax: import matplotlib. Step 3: Plot the Pie Chart using Matplotlib. Jun 20, 2020 · I have to plot pie chart with %age values, I am facing a problem that some value are very small and their %age is about zero, when I plot using matplotlib in python, therir labels overlab and they are not readable. 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. fig =plt. 1) they are created using the Axes. For example, autopct = '%. In our example, it’ll be the age groups. To plot a pie chart in Matplotlib, we can call the pie() function of the PyPlot or Axes instance. Anchored Direction Arrow; Axes divider; Demo Axes Grid; Axes Grid2; HBoxDivider and VBoxDivider demo; Showing RGB channels using RGBAxes; Colorbar with AxesDivider; Controlling the position and size of colorbars with Inset Axes; Per-row 1 The Basics. For those who offered pygooglechart, thanks for the effort, you have my votes May 29, 2013 · 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. 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. Let us first create a simple Pie chart. They're an intuitive and simple way to visualize proportional data - such as percentages. pyplot as plt x = [15, 25, 25, 30, 5] fig, ax = plt. Create Pie chart in Python with legends: Line 1: Imports the pyplot function of matplotlib library in the name of plt. In [6]: import numpy as np import matplotlib. 2f' % pct) if pct > 20 else '' Plot with matplotlib. pie(). In this case, pie takes values corresponding to counts in a group. df_result2 is a table with the list of Mar 21, 2022 · Pandas has this built in to the pd. To make a pie chart in Python you need three things (and then another two things to display it properly): The Matplotlib package. Dair. The only mandatory argument is the data we'd like to plot Apr 24, 2023 · In this article, I'll show you how to create a bar chart, a pie chart, and a line plot to explain how you can do data visualization using Matplotlib. As an example, modify your final few lines of code as follows: Dec 27, 2019 · I would like to display actual value labels instead of %age values for a donut chart. rcParams['font. pie() to plot values and show the functionality of some arguments. pyplot as plt. Next, we need to load our data into a pandas DataFrame: Jul 11, 2015 · ax. plot() internally, so to integrate the object-oriented approach, we need to get an explicit reference to the current Axes with ax = plt. Aug 28, 2021 · Is there a way to render a 3D pie in matplotlib, or is there a Python package that can generate 3D pies? EDIT: I actually already knew about pygooglechart, but I'm looking for something that can be done offline. 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. Example 1: Using matplotlib. Here's a function that plot a pie chart at given position with a given size: def draw_pie(dist, xpos, ypos, size, ax=None): if ax is None By Artturi Jalli. Jun 26, 2018 · 0. Text object which are return type of function plot. The required syntax for the pie() function is given below: matplotlib. """ from pylab import * # make a square figure and axes figure(1, figsize=(6,6)) ax = axes([0. 2D Histogram (Hexbin Plot) Create a Basic Histogram in Matplotlib. Mar 20, 2015 · 6. The code section below builds a pie chart with four pie pieces, each pie piece labeled with a relative size auto-calculated to the nearest 10th of a percent. Let’s see it in action : import matplotlib. Next, create some data to plot: x = np. autotexts: A list of Text instances for the numeric labels. Python Programming tutorials from beginner to advanced on a massive variety of topics. DataFrame. Nested donut Matplotlib maintains a handy visual reference guide to ColorMaps in its docs. As you can see, the sectors kitchen & entertainment are very small. autopct=lambda pct: ' {:1. Examples below demonstrate the use of . import numpy as np. All video and text tutorials are free. Go to https://brilliant. If we wanted to pull out the first slice a bit, we would do 0. Stacked Histogram. Let’s now create our pie chart from this aggregated data: Jan 9, 2024 · In this article, we are going to see how to display the value of each bar in a bar chart using Matplotlib. plt. We'll first generate some fake data, corresponding to three groups. The next tutorial: Loading Data from Files for Matplotlib. Here’s an example code that produces a pie chart with 4 slices: import matplotlib. py (lines 4606 on matplotlib 99. plot(x) plt. iloc[:,0], labels= df. The data points in a pie chart are shown as a percentage of the whole pie. Jan 10, 2024 · Matplotlib API has pie () function in its pyplot module which create a pie chart representing the data in an array. Apr 12, 2021 · Plot a Pie Chart in Matplotlib. import matplotlib as mpl mpl. cos(ang*np. Matplotlib’s function pie() needs only two parameters to draw a pie chart: labels: the categorical labels. Matplotlib is a powerful visualization library in python and comes up with a number of different charting options. Here’s an example code snippet that demonstrates how to create a basic pie chart: Code: Nov 3, 2010 · Unfortunately, I can not figure out a way to adjust the font color or size of the pie chart labels from the pie method or the Wedge object. Aug 4, 2017 · textcol = ['k' if rgb2gray (color) > 0. Simple Pie chart . pyplot. If not None, is a len(x) array which specifies the fraction of the radius with which 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. Read up on pie charts and feel free to play around with explode, colors, shadow etc. plot(kind='pie', Plot a pie chart of animals and label the slices. This article explains how to plot a pie chart in Matplotlib. 1k 11 11 gold Make pie chart with percentage readable in grayscale. This is shown in this example and explained in the documentation. This will return a formatted string if the percentage of a slice is > 5 or else it will return an empty string (no label) To also remove the labels, it will be easiest to dip into pure matplotlib for Jun 12, 2019 · In this video, we will be learning how to create pie charts in Matplotlib. Text and mathtext using pyplot; Multiple lines using pyplot; Two subplots using pyplot; Module - axes_grid1. autopct: [ None | format string | format function ] If not None, is a string or function used to label the wedges with their numeric value. If you want to show the % symbol on the pie chart, you have to write/add: Nov 25, 2019 · Ask questions, find answers and collaborate at work with Stack Overflow for Teams. matplotlib returns three things from ax. You can use the template below to plot the chart: Sep 30, 2022 · Pie Chart. groupby('city')['repayment']. Rotate the Pie-chart. They can be given as decimals (percentages of total) or raw values, it doesn't really matter; Matplotlib will convert them to percentages regardless. Shadow effect can be provided using the shadow parameter of the pie () function. Placing the legend. To add labels, pass a list of labels to the labels parameter. Jul 16, 2019 · You can either: 1. Looking in the source of axes. pie(sizes, labels=labels) Each slice of the pie chart is a patches. I have to plot pie-chart and a table side by side using matplotlib. 1f}%'. get_level_values(1) Now you can turn the above values into one-dimensional arrays and plug them into your plot calls: import matplotlib. The best pie chart can be created if the figure and axes are square, or the aspect of the Axes is equal. The latter are the ones we want to modify. Trenton McKinney. My code: Feb 2, 2018 · I have created a matplotlib pie chart: df. value_counts(sort=False). To plot a simple pie chart using Matplotlib, we need to import the necessary libraries and create a dataframe with the data we want to visualize. theta1) / 2. Pie chart is a circular chart used to display only one series of data. pie()` function to create the pie chart. Pie charts are designed to show parts of a whole, so any sum below or above 100% doesn’t represent the entire picture. get_cmap("tab20c") outer_colors = cmap(np. In addition, detailed instructions are provided on how to customize the pie chart legend, labels, percentages, changing element coordinates, colors, color maps, thickness, text, and more. pie. 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 May 12, 2021 · Getting percentages in legend from pie matplotlib pie chart (1 answer) Closed 3 years ago . You might want to move autotexts of narrow wedges from the center of the wedge along the radius: # the angle at which the text is located. 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). 2. If you want the percentages in each wedge, then use the autopct keyword argument when calling the pie () function. The following code generates a pretty nice donut chart, but the displayed values are for %ages but not their actual values. 8, 0. autopct = '%. arange(3)*4) Sep 1, 2020 · Here is an approach using pandas:. figure(figsize = (4,4)) ax11 = fig. figure(0) # Create first chart here. Make a pie charts using pie. The goal is to create a pie chart based on the above data. pie(data, explode, labels, colors, autopct Mar 21, 2024 · The dataset used in the following examples is shown below : Procedure: The procedure to draw Stacked Percentage Bar Chart is the following steps which are described below with examples : 1. To be able to use the matplotlib package we first have to install it, which can be done with the command: pip install matplotlib. This is nice if you have data from 0. format(round(p)) if p > 0 else '', subplots=True,startangle=90, legend = False, fontsize=14) edited Aug 18, 2021 at 18:26. Jan 22, 2024 · So, our first step is to aggregate the data: data = loans. x = patch. EventLogs. org/1. You can rotate the pie-chart by setting a strartangle. groupby('source')['value']. A basic Pie Chart with matplotlib. As usual we would start by defining the imports and create a figure with subplots. org/cms to sign up fo The pie chart drawn using the Matplotlib. Pass the labels and the values as input to the function to create a pie chart counterclockwise, as in the example below. Install this from the terminal with python3. This will only be returned if the parameter autopct is None. Is there a way to group the smallest values together and maybe plot them in a separate pie chart (or graduated bar) using python? Here is the code I used: import matplotlib. Oct 19, 2020 · ax1. index) #plot the first column of dataframe as a pie chart It generates a pie chart like this: Pie Chart with the 6 sectors. In matplotlib, the pie () function is used to create a pie chart. The pie’s entire worth is always 100 percent. r * 0. Enhancing the basic pie chart, Matplotlib allows customization of colors, and using the explode parameter, some slices can be popped out. 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 of each slice is represented by data 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. However, it only changes the font-size of the percentage labels inside pie, and the labels outside remain un-affected. The 'labels' list contains the name of each person and the 'purchases' list contain the number of purchases each person has made. pie(x, explode=None, labels=None, colors=None, autopct=None, pctdistance=0. show() Explode. 2. In the outer circle, we'll plot them as members of their Jul 22, 2022 · 1. add_subplot(111) # Data to plot. Nov 23, 2021 · As a good practice pie chart numbers should add upto 100%. Pie charts represent data broken down into categories/labels. pie(sizes, explode=explode, labels=labels) plt. Donut charts. fig. Now it's time for the pie. ¶. let’s create pie chart in python. So you only would need to provide a function that returns an empty string for the values you want to omit the percentage. 6, which causes the percentage values to be inside the pie. pi/180) The most straightforward way to build a pie chart is to use the pie method. This will automatically add the labels for you and even do the percentage labels as well. 0). ang = (patch. explodearray-like, default: None. 9 -m pip install matplotlib. Apr 24, 2020 · import matplotlib. labels = 'ms', 'ps'. pie May 18, 2023 · Seaborn, a Python data visualization library, offers an easy and intuitive way to create stunning pie charts. 6 Preventing overlapping labels in a pie chart Python Matplotlib. pie it returns a tuple of (patches, texts, autotexts). If the need for a pie chart is unambiguously determined, let's proceed to place the legend. sum() data = data. I would like to only plot the top 10 countries by values (by highest %) and within the plot, calculate the remaining countries % value and give it Feb 25, 2024 · Pie charts are often used to show proportions of data. PercentFormatter()) PercentFormatter() accepts three arguments, xmax, decimals, symbol. Oct 18, 2020 · Right now, I have a pie chart with the per-category spending and per-category budgeted spending that has category labels outside the pie chart. #create labels and values for pie/donut plot. Mar 14, 2019 · I have a pie chart that looks like: I tried increasing the font size using textprops={'fontsize': 18}). pie() for the specified column. The syntax is given below: matplotlib. 1/examples/pylab_examples/pie_demo. 7 is the distance from the center. python; matplotlib; Share. legend() has two main arguments to determine the position of the legend. Make a pie chart of array x. gca(). The startangle parameter rotates the pie chart by the specified number of degrees. To create a pie chart with Seaborn, we first need to import the necessary libraries: import seaborn as snsimport matplotlib. Actually, you can add the actual values beside the percentages by passing a fuction in autopct. pie(data, explode=None, labels=None, colors=None, autopct=None, shadow=False Plot a pie chart. Matplotlib API has pie () function in its pyplot module which create a pie chart representing the data in an array. I'm using python and matplotlib to build a PDF cost report for AWS that gets sent out weekly. pyplot can be customized of its several aspects. Mar 3, 2021 · The following code is for creating a pie chart that shows the number of purchases made by each person from the "Shipping Address Name" column. Use matplotlib. Retrieve a named colour map and "hand-pick", using a numbered range, suitable colors. My apologies for forgetting to include this information. I'm also removing first two percentage labels from the plot left of OTHER label. This calls plt. Now plot the values using the pie method. Follow edited Jan 12, 2015 at 9:35. Syntax: matplotlib. The only real pandas call we’re making here is ma. We’ll use the for loop to iterate rows and create a pie chart for each of them. 0 Or you can modify the labels after they have been created. Basic Pie Chart. To draw a pie chart in Python, use the matplotlib library’s pie() function. Method 2: Custom Colors and Explode. mx jz cu cp xe hg aw yq hd ki