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22 | 22 |
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23 | 23 | # Two subplots, the axes array is 1-d |
24 | 24 | f, axarr = plt.subplots(2, sharex=True) |
| 25 | +f.suptitle('Sharing X axis') |
25 | 26 | axarr[0].plot(x, y) |
26 | | -axarr[0].set_title('Sharing X axis') |
27 | 27 | axarr[1].scatter(x, y) |
28 | 28 |
|
29 | 29 | # Two subplots, unpack the axes array immediately |
30 | 30 | f, (ax1, ax2) = plt.subplots(1, 2, sharey=True) |
| 31 | +f.suptitle('Sharing Y axis') |
31 | 32 | ax1.plot(x, y) |
32 | | -ax1.set_title('Sharing Y axis') |
33 | 33 | ax2.scatter(x, y) |
34 | 34 |
|
35 | 35 | # Three subplots sharing both x/y axes |
36 | | -f, (ax1, ax2, ax3) = plt.subplots(3, sharex=True, sharey=True) |
37 | | -ax1.plot(x, y) |
38 | | -ax1.set_title('Sharing both axes') |
39 | | -ax2.scatter(x, y) |
40 | | -ax3.scatter(x, 2 * y ** 2 - 1, color='r') |
41 | | -# Fine-tune figure; make subplots close to each other and hide x ticks for |
42 | | -# all but bottom plot. |
| 36 | +f, axarr = plt.subplots(3, sharex=True, sharey=True) |
| 37 | +f.suptitle('Sharing both axes') |
| 38 | +axarr[0].plot(x, y) |
| 39 | +axarr[1].scatter(x, y) |
| 40 | +axarr[2].scatter(x, 2 * y ** 2 - 1, color='r') |
| 41 | +# Bring subplots close to each other. |
43 | 42 | f.subplots_adjust(hspace=0) |
44 | | -plt.setp([a.get_xticklabels() for a in f.axes[:-1]], visible=False) |
| 43 | +# Hide x labels and tick labels for all but bottom plot. |
| 44 | +for ax in axarr: |
| 45 | + ax.label_outer() |
45 | 46 |
|
46 | 47 | # row and column sharing |
47 | 48 | f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, sharex='col', sharey='row') |
| 49 | +f.suptitle('Sharing x per column, y per row') |
48 | 50 | ax1.plot(x, y) |
49 | | -ax1.set_title('Sharing x per column, y per row') |
50 | 51 | ax2.scatter(x, y) |
51 | 52 | ax3.scatter(x, 2 * y ** 2 - 1, color='r') |
52 | 53 | ax4.plot(x, 2 * y ** 2 - 1, color='r') |
|
61 | 62 | axarr[1, 0].set_title('Axis [1,0]') |
62 | 63 | axarr[1, 1].scatter(x, y ** 2) |
63 | 64 | axarr[1, 1].set_title('Axis [1,1]') |
64 | | -# Fine-tune figure; hide x ticks for top plots and y ticks for right plots |
65 | | -plt.setp([a.get_xticklabels() for a in axarr[0, :]], visible=False) |
66 | | -plt.setp([a.get_yticklabels() for a in axarr[:, 1]], visible=False) |
| 65 | +for ax in axarr.flat: |
| 66 | + ax.set(xlabel='x-label', ylabel='y-label') |
| 67 | +# Hide x labels and tick labels for top plots and y ticks for right plots. |
| 68 | +for ax in axarr.flat: |
| 69 | + ax.label_outer() |
67 | 70 |
|
68 | 71 | # Four polar axes |
69 | 72 | f, axarr = plt.subplots(2, 2, subplot_kw=dict(projection='polar')) |
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