How to reposition Figure legends into subfigures

Question

I am new to this, trying to plot 2 subfigures horizontal with sample data using Matplotlib and Seaborn library in Jupyter Notebook, the 2 sub-charts come out alright, but the 2 legends overlap each other on the far right hand. I couldn't figure out a way to move legend of the 1st sub-figure to the left. Any suggestions are greatly appreciated!

import matplotlib as mpl
tips = sns.load_dataset("tips")

f = mpl.figure.Figure(figsize=(8, 2), dpi=100)
sf1, sf2 = f.subfigures(1, 2)

(
    so.Plot(tips, "total_bill", "tip", color="day")
    .facet(col="day")
    .add(so.Dot(color="#aabc"), col=None, color=None)
    .add(so.Dot())
).on(sf1).plot()

(
    so.Plot(tips, "total_bill", "tip")
    .add(so.Dot(color="#aabc"))
    .add(so.Dot(), data=tips.query("size == 1"), color="time")
).on(sf2).plot()

Answer 1

Slight change in how the legends are assigned to each subfigure

import seaborn as sns
import seaborn.objects as so
import matplotlib as mpl
import matplotlib.pyplot as plt

tips = sns.load_dataset("tips")

f = mpl.figure.Figure(figsize=(8, 2), dpi=100)
sf1, sf2 = f.subfigures(1, 2)

(
    so.Plot(tips, "total_bill", "tip", color="day")
    .facet(col="day")
    .add(so.Dot(color="#aabc"), col=None, color=None)
    .add(so.Dot())
    .on(sf1)
    .plot()
)

(
    so.Plot(tips, "total_bill", "tip")
    .add(so.Dot(color="#aabc"))
    .add(so.Dot(), data=tips.query("size == 1"), color="time")
    .on(sf2)
    .plot()
)

# remove the legends from the primary figure
l2 = f.legends.pop(1)
l1 = f.legends.pop(0)

# add the legend properties to the appropriate subfigure
sf1.legend(l1.legend_handles, [t.get_text() for t in l1.texts])
sf2.legend(l2.legend_handles, [t.get_text() for t in l2.texts])

f.figure