"""
==========================
Scatter plot on polar axis
==========================

Size increases radially in this example and color increases with angle
(just to verify the symbols are being scattered correctly).
"""
import matplotlib.pyplot as plt
import numpy as np

# Fixing random state for reproducibility
np.random.seed(19680801)

# Compute areas and colors
N = 150
r = 2 * np.random.rand(N)
theta = 2 * np.pi * np.random.rand(N)
area = 200 * r**2
colors = theta

fig = plt.figure()
ax = fig.add_subplot(projection='polar')
c = ax.scatter(theta, r, c=colors, s=area, cmap='hsv', alpha=0.75)

# %%
# Scatter plot on polar axis, with offset origin
# ----------------------------------------------
#
# The main difference with the previous plot is the configuration of the origin
# radius, producing an annulus. Additionally, the theta zero location is set to
# rotate the plot.

fig = plt.figure()
ax = fig.add_subplot(projection='polar')
c = ax.scatter(theta, r, c=colors, s=area, cmap='hsv', alpha=0.75)

ax.set_rorigin(-2.5)
ax.set_theta_zero_location('W', offset=10)

# %%
# Scatter plot on polar axis confined to a sector
# -----------------------------------------------
#
# The main difference with the previous plots is the configuration of the
# theta start and end limits, producing a sector instead of a full circle.

fig = plt.figure()
ax = fig.add_subplot(projection='polar')
c = ax.scatter(theta, r, c=colors, s=area, cmap='hsv', alpha=0.75)

ax.set_thetamin(45)
ax.set_thetamax(135)

plt.show()

# %%
#
# .. admonition:: References
#
#    The use of the following functions, methods, classes and modules is shown
#    in this example:
#
#    - `matplotlib.axes.Axes.scatter` / `matplotlib.pyplot.scatter`
#    - `matplotlib.projections.polar`
#    - `matplotlib.projections.polar.PolarAxes.set_rorigin`
#    - `matplotlib.projections.polar.PolarAxes.set_theta_zero_location`
#    - `matplotlib.projections.polar.PolarAxes.set_thetamin`
#    - `matplotlib.projections.polar.PolarAxes.set_thetamax`
#
# .. tags::
#
#    plot-type: polar
#    plot-type: scatter
#    level: beginner
