I have a horizontal barplot, for example, a simplified version of the example from the seaborn documentation:
import seaborn as sns
import matplotlib.pyplot as plt
f, ax = plt.subplots(figsize=(6, 15))
crashes = sns.load_dataset("car_crashes").sort_values("total", ascending=False)
sns.barplot(x="total", y="abbrev", data=crashes,
label="Total", color="b")
ax.set(xlim=(0, 24), ylabel="",
xlabel="Automobile collisions per billion miles")
plt.show()
How can I get the bars labeled with the value for each bar?
I tried this approach for vertical bars (How to add percentages on top of bars in seaborn), but it doesn't seem to work. Changing height to width doesn't have the effect I assumed it would.
for p in ax.patches:
height = p.get_width()
ax.text(p.get_y()+p.get_height()/2.,
height + 3,
'{:1.2f}'.format(height),
ha="center")
I'm assuming the horizontal plot works differently?
Syntax: seaborn.barplot (data, x=None, y=None, hue=None, data=None, order=None, orient=None, color=None, palette=None, saturation=0.75,errwidth) In seaborn barplot with bar, values can be plotted using sns.barplot () function and the sub-method containers returned by sns.barplot ().
This plot object is stored in a variable. The plot object has a method called containers that would list the properties of each bar. Now, pass the container object to the bar_label function. This will extract and display the bar value in the bar plot.
#create horizontal barplotp = sns.barplot(x="tip", y="day", data=data, ci=None) #show values on barplotshow_values(p, "h", space=0) Note that the larger the value you use for space, the further away the labels will be from the bars.
seaborn components used: set_theme (), load_dataset (), set_color_codes (), barplot (), set_color_codes (), barplot (), despine ()
Got it, thanks to @ImportanceOfBeingErnest
This worked for me
for p in ax.patches:
width = p.get_width() # get bar length
ax.text(width + 1, # set the text at 1 unit right of the bar
p.get_y() + p.get_height() / 2, # get Y coordinate + X coordinate / 2
'{:1.2f}'.format(width), # set variable to display, 2 decimals
ha = 'left', # horizontal alignment
va = 'center') # vertical alignment
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