I'm encountering an issue with Seaborn's relplot function when using sns.move_legend. After moving the legend to the center-bottom of the plot, it overlaps with the x-axis labels. I've tried adjusting the subplot parameters and using plt.rcParams['figure.autolayout'], but the legend still overlaps with the x-axis labels. Here is a minimal reproducible example:
Code:
import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
# Generate sample data
np.random.seed(42)
time = np.linspace(0, 100, 300)
roi = ["Left Temporal", "Frontal", "Right Temporal"]
types = ["Oxyhemoglobin", "Deoxyhemoglobin", "Total Hemoglobin"]
data = []
for r in roi:
for t in types:
values = np.sin(time/10 + np.random.randn()) + np.random.normal(0, 0.1, len(time))
for i in range(len(time)):
data.append([time[i], values[i], r, t])
df_roi = pd.DataFrame(data, columns=["time", "value", "roi", "type"])
# Plotting
lineplot_device = sns.relplot(
data=df_roi, kind="line",
x="time", y="value", col="roi",
hue="type",
palette={"Oxyhemoglobin": "#FF847C", "Deoxyhemoglobin": "#82B3D0", "Total Hemoglobin": "#A2D5A2"},
facet_kws=dict(sharex=True),
legend="brief",
errorbar=None,
col_order=['Left Temporal', 'Frontal', 'Right Temporal'],
height=3,
aspect=0.8
)
sns.move_legend(lineplot_device, "center", bbox_to_anchor=(0.5, 0.05), ncol=3, title=None, frameon=False, numpoints=4)
lineplot_device.fig.subplots_adjust(bottom=0.25, right=1)
plt.rcParams['figure.autolayout'] = True
plt.show()
Expected Behavior:
The legend should be centered at the bottom of the plot without overlapping with the x-axis labels.
Actual Behavior:
The legend overlaps with the x-axis labels, making the labels difficult to read.
Description:
I'm encountering an issue with Seaborn's
relplot
function when usingsns.move_legend
. After moving the legend to the center-bottom of the plot, it overlaps with the x-axis labels. I've tried adjusting the subplot parameters and usingplt.rcParams['figure.autolayout']
, but the legend still overlaps with the x-axis labels. Here is a minimal reproducible example:Code:
Expected Behavior: The legend should be centered at the bottom of the plot without overlapping with the x-axis labels.
Actual Behavior: The legend overlaps with the x-axis labels, making the labels difficult to read.