Created
November 23, 2018 09:43
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# ------------------------------------------------------------------------- | |
# ------------------------------------------------------------------------- | |
# Seaborn Bar Chart with Annotations | |
# ------------------------------------------------------------------------- | |
# ------------------------------------------------------------------------- | |
import matplotlib.pyplot as plt | |
import seaborn as sns; | |
sns.set(style="whitegrid", color_codes=True) | |
%matplotlib inline | |
plt.figure(figsize=(10,8)) | |
ax = sns.barplot(x="[INSERT YOUR X_Variable]", y="[INSERT YOUR Y_Variable]", color = '#512e5f', data=[INSERT YOUR DATA]) | |
totals = [] # create a list to collect the plt.patches data | |
for i in ax.patches: | |
totals.append(i.get_height()) # find the values and append to list | |
total = sum(totals) # set individual bar lables using above list | |
# set individual bar lables using above list | |
for i in ax.patches: | |
# ------------------------------------------------------------------------- | |
# get_x pulls left or right; get_height pushes up or down | |
# ------------------------------------------------------------------------- | |
ax.text(i.get_x()+.08, i.get_height()+.00005, str(round((i.get_height()/total)*100, 2))+'%', fontsize=12, color='black') | |
plt.xlabel('[INSERT YOUR X_LABEL]') | |
plt.ylabel('[INSERT YOUR Y_LABEL]') | |
plt.title('[INSERT YOUR TITLE]') | |
plt.tight_layout() | |
plt.show(); |
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