import numpy as np
from bokeh.models import Legend
from bokeh.plotting import figure, show
x = np.linspace(0, 4*np.pi, 100)
y = np.sin(x)
p = figure(toolbar_location="above")
r0 = p.scatter(x, y)
r1 = p.line(x, y)
r2 = p.line(x, 2*y, line_dash=[4, 4], line_color="orange", line_width=2)
r3 = p.scatter(x, 3*y, marker="square", fill_color=None, line_color="green")
r4 = p.line(x, 3*y, line_color="green")
legend = Legend(items=[
("sin(x)" , [r0, r1]),
("2*sin(x)" , [r2]),
("3*sin(x)" , [r3, r4]),
], location="center")
p.add_layout(legend, 'right')
show(p)