Panda boxplot but not displaying the box
Is there a way to use boxes but only show dots?
I have it:
import seaborn as sns
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
data2 = pd.DataFrame(dict(site85_574C=[10,20,30,40, 50], site41_366A=[5,15, 25, 35, 45]), columns=["site85_574C", "site41_366A"])
data2.boxplot(widths=0.05)
plt.scatter(np.repeat(np.arange(data2.shape[1])+1, data2.shape[0]), data2.values.ravel(), marker='+', alpha=1.0)
but I only want to see points in vertex lines, not field and mustache
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1 answer
data2.boxplot(widths=0.05, showbox=False, whiskerprops={'lw': 0})
Note. showbox
and whiskerprops
are kwds
boxplot, which in turn are passed to matplotlib.boxplot
.
Link
http://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.boxplot.html
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