CODEWITHSUNDEEP
pythonmatplotlibseaborn
Newbie
Newbie

Reputation: 25

Renaming the x ticks / Seaborn

So unfortunately I am facing the problem right now, that I plotted two subplots next to each other but would like to get the full name of the months instead of the number (this happened because in the data frame the months are given as a number) on the x-axis[![enter image description here] Can anybody give me advice how to change it?

Following the code: '''

f, (ax1, ax2) = plt.subplots(nrows=1, ncols=2, figsize=(14,6))    
months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 
             'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']    
sns.set_style('darkgrid')   
custom_palette=['orange','purple']   
sns.set_palette(custom_palette)   
sns.countplot(x='month',hue='year', data=continent_3[continent_3["is_booking"] == 1], ax=ax1)    
sns.pointplot(x='month',y='is_booking',hue='year', ci=None, data=continent_3, ax=ax2)    
ax1.set(xlabel = 'Month', ylabel = 'Bookings')   
ax2.set(xlabel = 'Month', ylabel = 'Bookings')   
ax1.set_title('Absoulute Number of Bookings', y=1.03, fontsize=17)   
ax2.set_title('Conversion Rate', y=1.03, fontsize=17)   
ax1.get_legend().remove()   
ax2.legend(loc='center right', bbox_to_anchor=(1.25, 0.85), ncol=1)   
plt.subplots_adjust(wspace = 0.2)

'''

Thank you in advance. enter image description here

Upvotes: 0

Views: 5579

Answers (1)

Daniele Cappuccio
Daniele Cappuccio

Reputation: 2192

You can use the set_xticklabels method from matplotlib.axes.Axes.

f, (ax1, ax2) = plt.subplots(nrows=1, ncols=2, figsize=(14,6))    
months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 
             'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']    
sns.set_style('darkgrid')   
custom_palette=['orange','purple']   
sns.set_palette(custom_palette)   
sns.countplot(x='month',hue='year', data=continent_3[continent_3["is_booking"] == 1], ax=ax1)    
sns.pointplot(x='month',y='is_booking',hue='year', ci=None, data=continent_3, ax=ax2)    
ax1.set(xlabel = 'Month', ylabel = 'Bookings')   
ax1.set_xticklabels(months)
ax2.set(xlabel = 'Month', ylabel = 'Bookings')   
ax2.set_xticklabels(months)
ax1.set_title('Absoulute Number of Bookings', y=1.03, fontsize=17)   
ax2.set_title('Conversion Rate', y=1.03, fontsize=17)   
ax1.get_legend().remove()   
ax2.legend(loc='center right', bbox_to_anchor=(1.25, 0.85), ncol=1)   
plt.subplots_adjust(wspace = 0.2)

Upvotes: 2

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