Created
January 6, 2021 23:20
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Add value labels to the bars in a bar chart
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import pandas as pd | |
import matplotlib as mpl | |
def label_bar( | |
s: pd.Series, | |
horizontal: bool = False, | |
**kwargs | |
) -> mpl.axes.Axes: | |
"""Creates a Matplotlib bar chart with values in the bars | |
from a Pandas Series.""" | |
if horizontal: | |
ax = s.plot.barh(**kwargs) | |
offset = ax.get_ylim()[1] / 10 | |
else: | |
ax = s.plot.bar(**kwargs) | |
offset = ax.get_xlim()[1] / 10 | |
rects = ax.patches | |
for rect in rects: | |
height = rect.get_height() | |
width = rect.get_width() | |
x = rect.get_x() | |
y = rect.get_y() | |
if horizontal: | |
label = str(width) | |
ax.text(width + offset, y + height/2, label, ha='left', va='center') | |
else: | |
label = str(height) | |
ax.text(x + width/2, height + offset, label, ha='center', va='bottom') | |
return ax | |
# Example | |
ax = df['column_1'].value_counts().pipe(label_bar, horizontal=True, figsize=(12, 9)) |
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