Superpose two graphs where x-axis coincide

Question

I want to superpose two graphs where x-axis corresponds. The first is on the full range, while second is upon a sub-interval.

test1 = pd.DataFrame(
    {
        'x': [1,2,3,4,5,6,7,8,9],
        'y': [0,1,1,2,1,2,1,1,1]
    }
)

test2 = pd.DataFrame(
    {
        'x': [1,2,4,5,8],
        'y': [3,2,2,3,3]
    }
)

Asked By: bugrahaskan

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Source

Answer 1

IIUC, you can add to the "y" values in the first one the "y" values colliding in the second where collision is over "x" values:

plt.plot(test1["x"], test1["y"].add(test1["x"].map(test1.set_index("x")["y"])))

to get

Answered By: Mustafa Aydın

Answer 2

You can use the xlim() function in matplotlib.

Example:

import matplotlib.pyplot as plt
import pandas as pd

test1 = pd.DataFrame(
    {
        'x': [1,2,3,4,5,6,7,8,9],
        'y': [0,1,1,2,1,2,1,1,1]
    }
)

test2 = pd.DataFrame(
    {
        'x': [1,2,4,5,8],
        'y': [3,2,2,3,3]
    }
)

plt.plot(test1['x'], test1['y'], 'b-', label='test1')
plt.plot(test2['x'], test2['y'], 'r-', label='test2')
plt.xlim(min(test1['x']), max(test1['x']))
plt.legend()
plt.show()

Result: https://i.stack.imgur.com/bz41W.png

Answered By: Jason Barnwell

Superpose two graphs where x-axis coincide

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