I want to create a barplot from pandas. But I want to change fontsize for x and y-axis separately.
This code:
max_coef.plot.bar(fontsize = 15, x = 'coef_word', y = 'coefficient', color=['yellow'])
Creates this plot:
I tried to play around with xticks and xticklabels, but apparently this does not work similar to matplotlib syntax. I already checked documentation but I cannot wrap my head around it.
I want to change x and y ticks separately. Please help. + Thanks in advance!
See the code below for changing the font size:
import matplotlib.pyplot as plt
SMALL_SIZE = 8
MEDIUM_SIZE = 10
BIG_SIZE = 12
plt.rc('font', size=SMALL_SIZE) # default text sizes
plt.rc('axes', titlesize=MEDIUM_SIZE ) # axes title fontsize
plt.rc('axes', labelsize=MEDIUM_SIZE) # x and y labels fontsize
plt.rc('xtick', labelsize=MEDIUM_SIZE ) # x tick labels fontsize
plt.rc('ytick', labelsize=MEDIUM_SIZE ) # y tick labels fontsize
plt.rc('legend', fontsize=MEDIUM_SIZE ) # legend fontsize
plt.rc('figure', titlesize=BIGGER_SIZE) # figure title fontsize
You may find more info here: matplotlib rc
Alternatively, you can do something like this.
data.plot.bar(fontsize = 15, x = 'coef_word', y = 'coefficient', color=['yellow'])
plt.xticks(fontsize=7) # for xticks
plt.yticks(fontsize=24) # for yticks
Sorry for weird values, just to show the change
