使用Seaborn的数据可视化条形图

Question

I want to display a barplot using seaborn. The name, number of categories to display on the x-axis is large and they are getting jumbled together. What can I do to present the categories in a clean way?

Answer 1

尝试使用seaborn ser，以更改字体的大小

sns.set(font_scale = 2)

Answer 2

I have understand your problem like this way, You want to display all category name of respective column on x-axis.

So, for that follow bellow code snippet and put x = category column y = numeric data

#import libraries
import seaborn as sns # for data visualization
import matplotlib.pyplot as plt # for data visualization

#load tips DataFrame
tips_df =  sns.load_dataset("tips")

plt.figure(figsize = (200, 9)) # barblot size in 200:9 ratio

# plot barplot in horizontal order
sns.barplot(x = tips_df.tip, y = tips_df.total_bill, orient = "h") 

click here to see result

I suggest you draw seaborn barplot horizontal. It will show proper way.

plt.figure(figsize = (9, 200)) # barblot size in 9:200 ratio
# plot barplot in vertical order
sns.barplot(x = tips_df.total_bill, y = tips_df.tip, orient = "v") 

I hope you will satisfy with above solution. I recommended you follow seaborn barplot tutorial for better understanding. This is neat and clear to understand.