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Seaborn is a popular data visualization library in Python that provides a variety of tools for creating visually appealing charts and graphs. One of the features of Seaborn is the ability to create barplots, which are useful for displaying categorical data. While Seaborn offers a default color scheme for its barplots, users may want to customize the colors to better suit their needs. To do so, they can use the “color” parameter in the barplot function and specify the desired color palette. This will allow users to change the color of the bars in a Seaborn barplot and create a more visually appealing and informative chart.
Set the Color of Bars in a Seaborn Barplot
You can use the following methods to set the color of bars in a barplot:
Method 1: Set Color for All Bars
#use steelblue for the color of all bars sns.barplot(x=xvar, y=yvar, color='steelblue')
Method 2: Set Color for Bar with Max Value
#use orange for bar with max value and grey for all other bars cols = ['grey' if (x < max(df.yvar)) else 'orange' for x in df.yvar] #create barplot using specified colors sns.barplot(x=df.xvar, y=df.yvar, palette=cols)
Method 3: Set Color for Bars Based on Condition
#use red for bars with value less than 10 and green for all other bars cols = ['red' if x < 10 else 'green' for x in df.yvar] #create barplot using specified colors sns.barplot(x=df.xvar, y=df.yvar, palette=cols)
The following examples show how to use each method in practice with the following pandas DataFrame:
import pandas as pd
#create DataFrame
df = pd.DataFrame({'employee': ['Andy', 'Bert', 'Chad', 'Doug', 'Eric', 'Frank'],
'sales': [22, 14, 9, 7, 29, 20]})
#view DataFrame
print(df)
employee sales
0 Andy 22
1 Bert 14
2 Chad 9
3 Doug 7
4 Eric 29
5 Frank 20
Example 1: Set Color for All Bars
The following code shows how to create a barplot in seaborn and use the color ‘steelblue’ for all bars in the plot:
import seaborn as sns #create barplot using steelblue as color for each bar sns.barplot(x=df.employee, y=df.sales, color='steelblue')

Example 2: Set Color for Bar with Max Value
The following code shows how to use orange for the bar with the max value in the barplot and grey for all other bars:
import seaborn as sns #use orange for bar with max value and grey for all other bars cols = ['grey' if (x < max(df.sales)) else 'orange' for x in df.sales] #create barplot with custom colors sns.barplot(x=df.employee, y=df.sales, palette=cols)

Example 3: Set Color for Bar with Max Value
The following code shows how to use orange for the bar with the max value in the barplot and grey for all other bars:
import seaborn as sns #use red for bars with value less than 10 and green for all other bars cols = ['red' if x < 10 else 'green' for x in df.sales] #create barplot with custom colors sns.barplot(x=df.employee, y=df.sales, palette=cols)

The following tutorials explain how to perform other common functions in seaborn:
Cite this article
stats writer (2024). How can I change the color of the bars in a Seaborn barplot?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-can-i-change-the-color-of-the-bars-in-a-seaborn-barplot/
stats writer. "How can I change the color of the bars in a Seaborn barplot?." PSYCHOLOGICAL SCALES, 26 Jun. 2024, https://scales.arabpsychology.com/stats/how-can-i-change-the-color-of-the-bars-in-a-seaborn-barplot/.
stats writer. "How can I change the color of the bars in a Seaborn barplot?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-can-i-change-the-color-of-the-bars-in-a-seaborn-barplot/.
stats writer (2024) 'How can I change the color of the bars in a Seaborn barplot?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-can-i-change-the-color-of-the-bars-in-a-seaborn-barplot/.
[1] stats writer, "How can I change the color of the bars in a Seaborn barplot?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, June, 2024.
stats writer. How can I change the color of the bars in a Seaborn barplot?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.
