Histogram

from bokeh.plotting import figure, show
import numpy as np
rng = np.random.default_rng(0)
hist, edges = np.histogram(rng.integers(1, 20, 80), bins=8)
p = figure(width=420, height=280, title="hist")
p.quad(top=hist, bottom=0, left=edges[:-1], right=edges[1:], fill_color="#1d4f7a")
show(p)
print("hist")

from bokeh.plotting import figure, show
cities = ["Nairobi", "Mombasa", "Kisumu", "Nakuru", "Eldoret"]
p = figure(x_range=cities, width=420, height=280, title="Units")
p.vbar(x=cities, top=[21, 15, 15, 18, 12], width=0.6, color="#1d4f7a")
show(p)
print("bar")

from bokeh.plotting import figure, show
p = figure(width=420, height=280, title="scatter")
p.circle([12, 7, 9, 4], [1260, 1540, 945, 880], size=10, color="#1d4f7a")
p.xaxis.axis_label = "units"
p.yaxis.axis_label = "shillings"
show(p)
print("scatter")

print('hist')