Layout

df = pd.DataFrame({
    "city": ["Nairobi", "Mombasa", "Kisumu", "Nakuru", "Eldoret"],
    "units": [21, 15, 15, 18, 12],
    "shillings": [2100, 1500, 1480, 1750, 1190],
})
fig = px.bar(df, x="city", y="units")
fig.update_layout(title="Kiosk units", xaxis_title="city", yaxis_title="units", height=360)
fig.show()
print("layout")

df = pd.DataFrame({
    "city": ["Nairobi", "Mombasa", "Kisumu", "Nakuru", "Eldoret"],
    "units": [21, 15, 15, 18, 12],
    "shillings": [2100, 1500, 1480, 1750, 1190],
})
fig = px.bar(df, x="city", y="units")
fig.update_layout(margin=dict(l=40, r=20, t=40, b=40))
fig.show()
print("margin")

df = pd.DataFrame({
    "month": ["Jan", "Feb", "Mar", "Apr"] * 2,
    "mm": [48, 55, 92, 150, 22, 18, 40, 80],
    "city": ["Nairobi"] * 4 + ["Mombasa"] * 4,
})
fig = px.line(df, x="month", y="mm", color="city")
fig.update_layout(legend_title="city")
fig.show()
print("legend")

print("layout is a dict on the figure.")