Python: Matplotlib avoid plotting gaps

Question

I am currently generating the plot below:
plot

with this code:

ax = plt.subplots()
ax.plot(intra.to_pydatetime(), data)
plt.title('Intraday Net Spillover')
fig.autofmt_xdate()

where intra.to_pydatetime() is a:
<bound method DatetimeIndex.to_pydatetime of <class 'pandas.tseries.index.DatetimeIndex'> [2011-01-03 09:35:00, ..., 2011-01-07 16:00:00] Length: 390, Freq: None, Timezone: None>

So the dates go from 2011-01-03 09:35:00, increments by 5 minutes until 16:00:00, and then jumps to the next day, 2011-01-04 09:35:00 until 2011-01-04 16:00:00, and so on.

How can I avoid plotting the gaps between 16:00:00 and 9:30:00 on the following day? I don’t want to see these straight lines.

UPDATE:

I will try this to see if it works.

Asked By: Plug4

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Source

Answer 1

Simply set the two values defining the line you don’t want to see as NaN (Not a Number). Matplotlib will hide the line between the two values automatically.

Check out this example :
http://matplotlib.org/examples/pylab_examples/nan_test.html

Answered By: Overdrivr

Answer 2

Try to resample your dataframe.
For example :

df.plot()

gives me that result :
plot

and now with resample:

df = df.resample('H').first().fillna(value=np.nan)

plot after resample

Answered By: user16930926

Python: Matplotlib avoid plotting gaps

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