#!/usr/bin/env python
# coding: utf-8

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import bqplot as bq


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get_ipython().run_line_magic('matplotlib', 'inline')
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np


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x = np.linspace(0,10,100)
y = np.sin(x)
y[20]=-9.9


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plt.plot(x,y)


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y = np.ma.masked_equal(y, -9.9)


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plt.plot(x,y)


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sc_x = bq.LinearScale()
sc_y = bq.LinearScale()

series = bq.Lines(x=x, y=y, scales={'x': sc_x, 'y': sc_y})
ax_x = bq.Axis(scale=sc_x)
ax_y = bq.Axis(scale=sc_y, orientation='vertical')
figure = bq.Figure(marks=[series], axes=[ax_x, ax_y])
figure.layout.height = '300px'
figure.layout.width = '500px'


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figure


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