Colors in a 3-variable Plot
We also can change colors for the 3rd variable manually. To do that, we need to create a kind of a palette.
To set colors for a 3-variable plot:
It is important to create a new color palette for the hue variable and add this palette as an argument in the plot function.
The short list of the matplotlib colors: blue, green, red, green/blue, yellow, purple, white, black, etc.
Let's change gender colors in the Tips problem!
12345678910111213141516# Importing libraries needed import seaborn as sns import matplotlib.pyplot as plt import pandas as pd # Reading the file df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/c5b4ea8f-8a30-439f-9625-ddf2effbd9ac/bilibili.csv') # Setting colors for the hue variable hue_colors = {'woman':'red', 'man':'black'} # Creating the 3-variable scatterplot sns.scatterplot(x = 'bill', y = 'tips', hue = 'gender', data=df, palette = hue_colors) # Showing the plot plt.show()
Swipe to start coding
- Set the
'blue'color forbreakfast,'purple'forlunch,'green'fordinnerfor the hue value. - Show the plot.
Lösung
Wechseln Sie zum Desktop, um in der realen Welt zu übenFahren Sie dort fort, wo Sie sind, indem Sie eine der folgenden Optionen verwendenDanke für Ihr Feedback!
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Completion rate improved to 5.88Colors in a 3-variable Plot
We also can change colors for the 3rd variable manually. To do that, we need to create a kind of a palette.
To set colors for a 3-variable plot:
It is important to create a new color palette for the hue variable and add this palette as an argument in the plot function.
The short list of the matplotlib colors: blue, green, red, green/blue, yellow, purple, white, black, etc.
Let's change gender colors in the Tips problem!
12345678910111213141516# Importing libraries needed import seaborn as sns import matplotlib.pyplot as plt import pandas as pd # Reading the file df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/c5b4ea8f-8a30-439f-9625-ddf2effbd9ac/bilibili.csv') # Setting colors for the hue variable hue_colors = {'woman':'red', 'man':'black'} # Creating the 3-variable scatterplot sns.scatterplot(x = 'bill', y = 'tips', hue = 'gender', data=df, palette = hue_colors) # Showing the plot plt.show()
Swipe to start coding
- Set the
'blue'color forbreakfast,'purple'forlunch,'green'fordinnerfor the hue value. - Show the plot.
Lösung
Wechseln Sie zum Desktop, um in der realen Welt zu übenFahren Sie dort fort, wo Sie sind, indem Sie eine der folgenden Optionen verwendenDanke für Ihr Feedback!
single
Awesome!
Completion rate improved to 5.88Colors in a 3-variable Plot
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We also can change colors for the 3rd variable manually. To do that, we need to create a kind of a palette.
To set colors for a 3-variable plot:
It is important to create a new color palette for the hue variable and add this palette as an argument in the plot function.
The short list of the matplotlib colors: blue, green, red, green/blue, yellow, purple, white, black, etc.
Let's change gender colors in the Tips problem!
12345678910111213141516# Importing libraries needed import seaborn as sns import matplotlib.pyplot as plt import pandas as pd # Reading the file df = pd.read_csv('https://codefinity-content-media.s3.eu-west-1.amazonaws.com/c5b4ea8f-8a30-439f-9625-ddf2effbd9ac/bilibili.csv') # Setting colors for the hue variable hue_colors = {'woman':'red', 'man':'black'} # Creating the 3-variable scatterplot sns.scatterplot(x = 'bill', y = 'tips', hue = 'gender', data=df, palette = hue_colors) # Showing the plot plt.show()
Swipe to start coding
- Set the
'blue'color forbreakfast,'purple'forlunch,'green'fordinnerfor the hue value. - Show the plot.
Lösung
Wechseln Sie zum Desktop, um in der realen Welt zu übenFahren Sie dort fort, wo Sie sind, indem Sie eine der folgenden Optionen verwendenDanke für Ihr Feedback!
