I want to change the color of lineborder of violinplots. I can set lines.linewidth
to 0
but I want to show borders not to hide them. How to change the color of the border?
sns.set_context("paper", rc={"lines.linewidth": 0.8})
My code is as follows:
import seaborn as sns
import matplotlib.pyplot as plt
from matplotlib import style
import pandas as pd
import numpy as np
datasets = pd.read_csv("merged.csv", index_col=0);
df = datasets
df.protocol = df.protocol.astype(str)
f, ax = plt.subplots(figsize=(18, 6))
sns.violinplot(x="time",
y="values",
hue="protocol",
data=df,
bw=.5,
scale="count"
)
sns.despine(left=True)
f.suptitle('Title', fontsize=22, fontweight='bold')
ax.set_xlabel("Time",size = 16,alpha=0.7)
ax.set_ylabel("Values",size = 16,alpha=0.7)
ax.set_xticklabels(df.qber, rotation=90)
ax.grid(True)
plt.legend(loc='upper right')
plt.grid(linestyle='--', alpha=0.7)
fig = ax.get_figure()
fig.savefig('time_v.pdf', bbox_inches='tight')
Thank you!
this should be very close to what you're looking for:
import seaborn as sns
import matplotlib.pyplot as plt
from matplotlib import style
import pandas as pd
import numpy as np
def patch_violinplot(palette, n):
from matplotlib.collections import PolyCollection
ax = plt.gca()
violins = [art for art in ax.get_children() if isinstance(art, PolyCollection)]
colors = sns.color_palette(palette, n_colors=n) * (len(violins)//n)
for i in range(len(violins)):
violins[i].set_edgecolor(colors[i])
datasets = pd.read_csv("merged.csv", index_col=0);
df = datasets
df.protocol = df.protocol.astype(str)
num_cols = df['protocol'].nunique()
f, ax = plt.subplots(figsize=(18, 6))
sns.violinplot(x="time",
y="values",
hue="protocol",
data=df,
bw=.5,
scale="count",
palette="deep"
)
patch_violinplot("deep", num_cols)
sns.despine(left=True)
f.suptitle('Title', fontsize=22, fontweight='bold')
ax.set_xlabel("Time",size = 16,alpha=0.7)
ax.set_ylabel("Values",size = 16,alpha=0.7)
ax.set_xticklabels(df.qber, rotation=90)
ax.grid(True)
plt.legend(loc='upper right')
plt.grid(linestyle='--', alpha=0.7)
fig = ax.get_figure()
fig.savefig('time_v.pdf', bbox_inches='tight')
The patch_violin
function came from here .
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