How to solve 'numpy.ndarray' object has no attribute 'get_figure' error when subplotting?

Question

I want to plot my all dataframess 'oran' column with using subplot.

data contains 'oran' column.

Here is my code;

fig, axes = plt.subplots(6,2, figsize=(20,20))
for ax in axes:
 for month in dftm.month_base_valor.unique():
 temp = dftm[dftm.month_base_valor.eq(month)]
 #display(temp)
 temp.oran.plot(ax=ax)
fig.tight_layout()

But this code gives me the error 'numpy.ndarray' object has no attribute 'get_figure'

I couldn't find the way to solve this problem. How can i avoid this error?

The first 5 row of the dataset

month_base_valor aylık_total valor_tarihi gunluk_total oran year
0 2017-01 11111.50 20170102 11111.37 0.00 2017
1 2017-01 11111.50 20170103 11111.66 0.00 2017
2 2017-01 11111.50 20170104 11111.97 0.00 2017
3 2017-01 11111.50 20170105 11111.09 0.01 2017
4 2017-01 11111.50 20170106 11111.74 0.01 2017

• TheFaultInOurStars: Are you sure the error is from somewhere in the mentioned code? Didn't you call get_figure function somewhere else?
• Sevval Kahraman: No i didnt call the get_figure, its in ----> temp.oran.plot(ax=ax)
• TheFaultInOurStars: Please provide us with your dataframe or at least a part of it in order for us to find out what's going on.
• Sevval Kahraman: I added first rows @AmirhosseinKiani

Answer 1

The problem is that axes is a 2-dimensional array (shape (6,2)).

The loop for ax in axes: ... selects 1d arrays (shape (2,)) out of it. Passing this array as ax-kwarg to temp.oran.plot(ax=ax) results in the respective error.

Using for ax in axes.flat: ... should work.