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I want to create small multiples grouped bar plot, and facing some aesthetics issuess - dev_kaur - Dec-05-2020
I am working on a social media dataset that contains yes/no responses from Adults and High school respondents. I want to create small multiples grouped bar plots. Each individual plot (for a given social media platform), should be a grouped bar chart with two items on the axis (HS and Adult) and a bar for the number of yes and no responses.
I am using the seaborn library and counting and plotting the responses using sns.countplot(). My graph is showing good results for a few columns, but it is also showing wide bars for the plots where users' response is 'NO'. Can anyone please help.
My code:
import seaborn as sns
plt.figure(figsize = (25,25))
sm_df = sm.drop(columns=['Adult'])
count = 0
for cols in sm_df.columns:
plt.subplot(7,3,count+1)
sns.countplot('Adult', hue = cols, palette = "Set2", data = sm)
plt.xlabel(cols)
plt.tight_layout()
count+=1
plt.show()