Matplotlib 如何在两个 Y 点之间绘制垂直线

Question

I have 2 y points for each x points. I can draw the plot with this code:

import matplotlib.pyplot as plt

x = [0, 2, 4, 6]
y = [(1, 5), (1, 3), (2, 4), (2, 7)]


plt.plot(x, [i for (i,j) in y], 'rs', markersize = 4)
plt.plot(x, [j for (i,j) in y], 'bo', markersize = 4)

plt.xlim(xmin=-3, xmax=10)
plt.ylim(ymin=-1, ymax=10)

plt.xlabel('ID')
plt.ylabel('Class')
plt.show()

This is the output:

How can I draw a thin line connecting each y point pair? Desired output is:

Answer 1

just add plt.plot((x,x),([i for (i,j) in y], [j for (i,j) in y]),c='black')

Answer 2

Alternatively, you can also use LineCollection . The solution below is adapted from this answer.

from matplotlib import collections as matcoll

x = [0, 2, 4, 6]
y = [(1, 5), (1, 3), (2, 4), (2, 7)]

lines = []
for i, j in zip(x,y):
    pair = [(i, j[0]), (i, j[1])]
    lines.append(pair)

linecoll = matcoll.LineCollection(lines, colors='k')

fig, ax = plt.subplots()
ax.plot(x, [i for (i,j) in y], 'rs', markersize = 4)
ax.plot(x, [j for (i,j) in y], 'bo', markersize = 4)
ax.add_collection(linecoll)