matplotlib 中 plt.plot() 的第三个参数有什么作用？

Question

plt.plot() usually accepts x,y and format. But if I pass third argument as data another line is plotted. I can't understand the relationship.

x=np.linspace(0,10,5)
plt.plot(x,x,x,label='linear')
plt.grid()

Created plot:

Answer 1

This page of the docs outlines the call signatures for matplotlib.pyplot.plt() . Specifically relevant here is the signature

plot([x], y, [fmt], [x2], y2, [fmt2], ..., **kwargs)

And the parameter description

x, y : array-like or scalar

The horizontal and vertical components of the data points. x values are optional and default to range(len(y)) .

When you do something like

plt.plot(x,x,x)

You are actually specifying a first set of x values followed by the corresponding y values and then a second set of y values which are paired with the default x values of range(len(y)) and plotted, resulting in two lines.