Skip to content
Navigation Menu
{{ message }}
-
Notifications
You must be signed in to change notification settings - Fork 62
Expand file tree
/
Copy pathindex.html
More file actions
819 lines (599 loc) · 43.6 KB
/
Copy pathindex.html
File metadata and controls
819 lines (599 loc) · 43.6 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
<!DOCTYPE html>
<html lang="en" data-content_root="../" >
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
<title>Plot types — Matplotlib 3.10.3 documentation</title>
<script data-cfasync="false">
document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
document.documentElement.dataset.theme = localStorage.getItem("theme") || "";
</script>
<!-- Loaded before other Sphinx assets -->
<link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
<link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../_static/css/style.css?v=86e00652" />
<link rel="stylesheet" type="text/css" href="../_static/graphviz.css?v=4ae1632d" />
<link rel="stylesheet" type="text/css" href="../_static/plot_directive.css" />
<link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
<link rel="stylesheet" type="text/css" href="../_static/sg_gallery.css?v=d2d258e8" />
<link rel="stylesheet" type="text/css" href="../_static/sg_gallery-binder.css?v=f4aeca0c" />
<link rel="stylesheet" type="text/css" href="../_static/sg_gallery-dataframe.css?v=2082cf3c" />
<link rel="stylesheet" type="text/css" href="../_static/sg_gallery-rendered-html.css?v=1277b6f3" />
<link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
<link rel="stylesheet" type="text/css" href="../_static/mpl.css?v=d3052f62" />
<!-- Pre-loaded scripts that we'll load fully later -->
<link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
<script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
<script src="../_static/documentation_options.js?v=cf2814c6"></script>
<script src="../_static/doctools.js?v=9bcbadda"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/clipboard.min.js?v=a7894cd8"></script>
<script src="../_static/copybutton.js?v=ccdb6887"></script>
<script src="../_static/design-tabs.js?v=f930bc37"></script>
<script data-domain="matplotlib.org" defer="defer" src="https://views.scientific-python.org/js/script.js"></script>
<script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
<script>DOCUMENTATION_OPTIONS.pagename = 'plot_types/index';</script>
<script>
DOCUMENTATION_OPTIONS.theme_version = '0.15.4';
DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://matplotlib.org/devdocs/_static/switcher.json?v3.10.3-2-g3b85ba4365';
DOCUMENTATION_OPTIONS.theme_switcher_version_match = '3.10.3';
DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
</script>
<link rel="canonical" href="https://matplotlib.org/stable/plot_types/index.html" />
<link rel="search" type="application/opensearchdescription+xml"
title="Search within Matplotlib 3.10.3 documentation"
href="../_static/opensearch.xml"/>
<link rel="icon" href="../_static/favicon.ico"/>
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="Pairwise data" href="basic/index.html" />
<link rel="prev" title="Artist tutorial" href="../tutorials/artists.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
<meta name="docbuild:last-update" content="May 09, 2025"/>
</head>
<body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
<div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
<div id="pst-scroll-pixel-helper"></div>
<button type="button" class="btn rounded-pill" id="pst-back-to-top">
<i class="fa-solid fa-arrow-up"></i>Back to top</button>
<input type="checkbox"
class="sidebar-toggle"
id="pst-primary-sidebar-checkbox"/>
<label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
<input type="checkbox"
class="sidebar-toggle"
id="pst-secondary-sidebar-checkbox"/>
<label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
<div class="search-button__wrapper">
<div class="search-button__overlay"></div>
<div class="search-button__search-container">
<form class="bd-search d-flex align-items-center"
action="../search.html"
method="get">
<i class="fa-solid fa-magnifying-glass"></i>
<input type="search"
class="form-control"
name="q"
id="search-input"
placeholder="Search the docs ..."
aria-label="Search the docs ..."
autocomplete="off"
autocorrect="off"
autocapitalize="off"
spellcheck="false"/>
<span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
</form></div>
</div>
<div class="pst-async-banner-revealer d-none">
<aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
</div>
<header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
<div class="bd-header__inner bd-page-width">
<button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
<span class="fa-solid fa-bars"></span>
</button>
<div class="col-lg-3 navbar-header-items__start">
<div class="navbar-item">
<a class="navbar-brand logo" href="https://matplotlib.org/stable/">
<img src="../_static/logo_light.svg" class="logo__image only-light" alt="Matplotlib 3.10.3 documentation - Home"/>
<script>document.write(`<img src="../_static/logo_dark.svg" class="logo__image only-dark" alt="Matplotlib 3.10.3 documentation - Home"/>`);</script>
</a></div>
</div>
<div class="col-lg-9 navbar-header-items">
<div class="me-auto navbar-header-items__center">
<div class="navbar-item"><ul id="navbar-main-elements" class="navbar-nav">
<li class="nav-item">
<a class="reference internal nav-link" href="#">Plot types</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../users/index.html">User guide</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../tutorials/index.html">Tutorials</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../gallery/index.html">Examples</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../api/index.html">Reference</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../devel/index.html">Contribute</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../users/release_notes.html">Releases</a>
</li>
</ul></div>
</div>
<div class="navbar-header-items__end">
<div class="navbar-item navbar-persistent--container">
<script>
document.write(`
<button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
<i class="fa-solid fa-magnifying-glass fa-lg"></i>
</button>
`);
</script>
</div>
<div class="navbar-item">
<script>
document.write(`
<button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
<i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
<i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
<i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
</button>
`);
</script></div>
<div class="navbar-item">
<script>
document.write(`
<div class="version-switcher__container dropdown">
<button id="pst-version-switcher-button-2"
type="button"
class="version-switcher__button btn btn-sm dropdown-toggle"
data-bs-toggle="dropdown"
aria-haspopup="listbox"
aria-controls="pst-version-switcher-list-2"
aria-label="Version switcher list"
>
Choose version <!-- this text may get changed later by javascript -->
<span class="caret"></span>
</button>
<div id="pst-version-switcher-list-2"
class="version-switcher__menu dropdown-menu list-group-flush py-0"
role="listbox" aria-labelledby="pst-version-switcher-button-2">
<!-- dropdown will be populated by javascript on page load -->
</div>
</div>
`);
</script></div>
<div class="navbar-item"><ul class="navbar-icon-links"
aria-label="Icon Links">
<li class="nav-item">
<a href="https://gitter.im/matplotlib/matplotlib" title="Gitter" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-gitter fa-lg" aria-hidden="true"></i>
<span class="sr-only">Gitter</span></a>
</li>
<li class="nav-item">
<a href="https://discourse.matplotlib.org" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-discourse fa-lg" aria-hidden="true"></i>
<span class="sr-only">Discourse</span></a>
</li>
<li class="nav-item">
<a href="https://github.com/matplotlib/matplotlib" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-github fa-lg" aria-hidden="true"></i>
<span class="sr-only">GitHub</span></a>
</li>
<li class="nav-item">
<a href="https://twitter.com/matplotlib/" title="Twitter" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-twitter fa-lg" aria-hidden="true"></i>
<span class="sr-only">Twitter</span></a>
</li>
</ul></div>
</div>
</div>
<div class="navbar-persistent--mobile">
<script>
document.write(`
<button class="btn btn-sm pst-navbar-icon search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
<i class="fa-solid fa-magnifying-glass fa-lg"></i>
</button>
`);
</script>
</div>
<button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
<span class="fa-solid fa-outdent"></span>
</button>
</div>
</header>
<div class="bd-container">
<div class="bd-container__inner bd-page-width">
<div class="bd-sidebar-primary bd-sidebar">
<div class="sidebar-header-items sidebar-primary__section">
<div class="sidebar-header-items__center">
<div class="navbar-item"><ul id="navbar-main-elements" class="navbar-nav">
<li class="nav-item">
<a class="reference internal nav-link" href="#">Plot types</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../users/index.html">User guide</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../tutorials/index.html">Tutorials</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../gallery/index.html">Examples</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../api/index.html">Reference</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../devel/index.html">Contribute</a>
</li>
<li class="nav-item">
<a class="reference internal nav-link" href="../users/release_notes.html">Releases</a>
</li>
</ul></div>
</div>
<div class="sidebar-header-items__end">
<div class="navbar-item">
<script>
document.write(`
<button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
<i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
<i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
<i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
</button>
`);
</script></div>
<div class="navbar-item">
<script>
document.write(`
<div class="version-switcher__container dropdown">
<button id="pst-version-switcher-button-3"
type="button"
class="version-switcher__button btn btn-sm dropdown-toggle"
data-bs-toggle="dropdown"
aria-haspopup="listbox"
aria-controls="pst-version-switcher-list-3"
aria-label="Version switcher list"
>
Choose version <!-- this text may get changed later by javascript -->
<span class="caret"></span>
</button>
<div id="pst-version-switcher-list-3"
class="version-switcher__menu dropdown-menu list-group-flush py-0"
role="listbox" aria-labelledby="pst-version-switcher-button-3">
<!-- dropdown will be populated by javascript on page load -->
</div>
</div>
`);
</script></div>
<div class="navbar-item"><ul class="navbar-icon-links"
aria-label="Icon Links">
<li class="nav-item">
<a href="https://gitter.im/matplotlib/matplotlib" title="Gitter" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-gitter fa-lg" aria-hidden="true"></i>
<span class="sr-only">Gitter</span></a>
</li>
<li class="nav-item">
<a href="https://discourse.matplotlib.org" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-discourse fa-lg" aria-hidden="true"></i>
<span class="sr-only">Discourse</span></a>
</li>
<li class="nav-item">
<a href="https://github.com/matplotlib/matplotlib" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-github fa-lg" aria-hidden="true"></i>
<span class="sr-only">GitHub</span></a>
</li>
<li class="nav-item">
<a href="https://twitter.com/matplotlib/" title="Twitter" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-twitter fa-lg" aria-hidden="true"></i>
<span class="sr-only">Twitter</span></a>
</li>
</ul></div>
</div>
</div>
<div class="sidebar-primary-items__start sidebar-primary__section">
<div class="sidebar-primary-item">
<nav class="bd-docs-nav bd-links"
aria-label="Section Navigation">
<p class="bd-links__title" role="heading" aria-level="1">Section Navigation</p>
<div class="bd-toc-item navbar-nav"><ul class="nav bd-sidenav">
<li class="toctree-l1 has-children"><a class="reference internal" href="basic/index.html">Pairwise data</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="basic/plot.html">plot(x, y)</a></li>
<li class="toctree-l2"><a class="reference internal" href="basic/scatter_plot.html">scatter(x, y)</a></li>
<li class="toctree-l2"><a class="reference internal" href="basic/bar.html">bar(x, height)</a></li>
<li class="toctree-l2"><a class="reference internal" href="basic/stem.html">stem(x, y)</a></li>
<li class="toctree-l2"><a class="reference internal" href="basic/fill_between.html">fill_between(x, y1, y2)</a></li>
<li class="toctree-l2"><a class="reference internal" href="basic/stackplot.html">stackplot(x, y)</a></li>
<li class="toctree-l2"><a class="reference internal" href="basic/stairs.html">stairs(values)</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="stats/index.html">Statistical distributions</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="stats/hist_plot.html">hist(x)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/boxplot_plot.html">boxplot(X)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/errorbar_plot.html">errorbar(x, y, yerr, xerr)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/violin.html">violinplot(D)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/eventplot.html">eventplot(D)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/hist2d.html">hist2d(x, y)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/hexbin.html">hexbin(x, y, C)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/pie.html">pie(x)</a></li>
<li class="toctree-l2"><a class="reference internal" href="stats/ecdf.html">ecdf(x)</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="arrays/index.html">Gridded data</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="arrays/imshow.html">imshow(Z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="arrays/pcolormesh.html">pcolormesh(X, Y, Z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="arrays/contour.html">contour(X, Y, Z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="arrays/contourf.html">contourf(X, Y, Z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="arrays/barbs.html">barbs(X, Y, U, V)</a></li>
<li class="toctree-l2"><a class="reference internal" href="arrays/quiver.html">quiver(X, Y, U, V)</a></li>
<li class="toctree-l2"><a class="reference internal" href="arrays/streamplot.html">streamplot(X, Y, U, V)</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="unstructured/index.html">Irregularly gridded data</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="unstructured/tricontour.html">tricontour(x, y, z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="unstructured/tricontourf.html">tricontourf(x, y, z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="unstructured/tripcolor.html">tripcolor(x, y, z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="unstructured/triplot.html">triplot(x, y)</a></li>
</ul>
</details></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="3D/index.html">3D and volumetric data</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
<li class="toctree-l2"><a class="reference internal" href="3D/bar3d_simple.html">bar3d(x, y, z, dx, dy, dz)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/fill_between3d_simple.html">fill_between(x1, y1, z1, x2, y2, z2)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/plot3d_simple.html">plot(xs, ys, zs)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/quiver3d_simple.html">quiver(X, Y, Z, U, V, W)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/scatter3d_simple.html">scatter(xs, ys, zs)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/stem3d.html">stem(x, y, z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/surface3d_simple.html">plot_surface(X, Y, Z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/trisurf3d_simple.html">plot_trisurf(x, y, z)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/voxels_simple.html">voxels([x, y, z], filled)</a></li>
<li class="toctree-l2"><a class="reference internal" href="3D/wire3d_simple.html">plot_wireframe(X, Y, Z)</a></li>
</ul>
</details></li>
</ul>
</div>
</nav></div>
</div>
<div class="sidebar-primary-items__end sidebar-primary__section">
</div>
<div id="rtd-footer-container"></div>
</div>
<main id="main-content" class="bd-main" role="main">
<div class="bd-content">
<div class="bd-article-container">
<div class="bd-header-article d-print-none">
<div class="header-article-items header-article__inner">
<div class="header-article-items__start">
<div class="header-article-item">
<nav aria-label="Breadcrumb" class="d-print-none">
<ul class="bd-breadcrumbs">
<li class="breadcrumb-item breadcrumb-home">
<a href="../index.html" class="nav-link" aria-label="Home">
<i class="fa-solid fa-home"></i>
</a>
</li>
<li class="breadcrumb-item active" aria-current="page">Plot types</li>
</ul>
</nav>
</div>
</div>
</div>
</div>
<div id="searchbox"></div>
<article class="bd-article">
<section id="plot-types">
<span id="id1"></span><h1>Plot types<a class="headerlink" href="#plot-types" title="Link to this heading">#</a></h1>
<p>Overview of many common plotting commands provided by Matplotlib.</p>
<p>See the <a class="reference external" href="../gallery/index.html">gallery</a> for more examples and
the <a class="reference external" href="../tutorials/index.html">tutorials page</a> for longer examples.</p>
<div class="sphx-glr-thumbnails"></div><section id="pairwise-data">
<h2>Pairwise data<a class="headerlink" href="#pairwise-data" title="Link to this heading">#</a></h2>
<p>Plots of pairwise <span class="math notranslate nohighlight">\((x, y)\)</span>, tabular <span class="math notranslate nohighlight">\((var\_0, \cdots, var\_n)\)</span>,
and functional <span class="math notranslate nohighlight">\(f(x)=y\)</span> data.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="See plot."><img alt="" loading="lazy" src="../_images/sphx_glr_plot_thumb.png" />
<p><a class="reference internal" href="basic/plot.html#sphx-glr-plot-types-basic-plot-py"><span class="std std-ref">plot(x, y)</span></a></p>
<div class="sphx-glr-thumbnail-title">plot(x, y)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See scatter."><img alt="" loading="lazy" src="../_images/sphx_glr_scatter_plot_thumb.png" />
<p><a class="reference internal" href="basic/scatter_plot.html#sphx-glr-plot-types-basic-scatter-plot-py"><span class="std std-ref">scatter(x, y)</span></a></p>
<div class="sphx-glr-thumbnail-title">scatter(x, y)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See bar."><img alt="" loading="lazy" src="../_images/sphx_glr_bar_thumb.png" />
<p><a class="reference internal" href="basic/bar.html#sphx-glr-plot-types-basic-bar-py"><span class="std std-ref">bar(x, height)</span></a></p>
<div class="sphx-glr-thumbnail-title">bar(x, height)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See stem."><img alt="" loading="lazy" src="../_images/sphx_glr_stem_thumb.png" />
<p><a class="reference internal" href="basic/stem.html#sphx-glr-plot-types-basic-stem-py"><span class="std std-ref">stem(x, y)</span></a></p>
<div class="sphx-glr-thumbnail-title">stem(x, y)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See fill_between."><img alt="" loading="lazy" src="../_images/sphx_glr_fill_between_thumb.png" />
<p><a class="reference internal" href="basic/fill_between.html#sphx-glr-plot-types-basic-fill-between-py"><span class="std std-ref">fill_between(x, y1, y2)</span></a></p>
<div class="sphx-glr-thumbnail-title">fill_between(x, y1, y2)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See stackplot"><img alt="" loading="lazy" src="../_images/sphx_glr_stackplot_thumb.png" />
<p><a class="reference internal" href="basic/stackplot.html#sphx-glr-plot-types-basic-stackplot-py"><span class="std std-ref">stackplot(x, y)</span></a></p>
<div class="sphx-glr-thumbnail-title">stackplot(x, y)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See stairs when plotting y between (x_i, x_{i+1}). For plotting y at x, see step."><img alt="" loading="lazy" src="../_images/sphx_glr_stairs_thumb.png" />
<p><a class="reference internal" href="basic/stairs.html#sphx-glr-plot-types-basic-stairs-py"><span class="std std-ref">stairs(values)</span></a></p>
<div class="sphx-glr-thumbnail-title">stairs(values)</div>
</div></div></section>
<section id="statistical-distributions">
<h2>Statistical distributions<a class="headerlink" href="#statistical-distributions" title="Link to this heading">#</a></h2>
<p>Plots of the distribution of at least one variable in a dataset. Some of these
methods also compute the distributions.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="See hist."><img alt="" loading="lazy" src="../_images/sphx_glr_hist_plot_thumb.png" />
<p><a class="reference internal" href="stats/hist_plot.html#sphx-glr-plot-types-stats-hist-plot-py"><span class="std std-ref">hist(x)</span></a></p>
<div class="sphx-glr-thumbnail-title">hist(x)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See boxplot."><img alt="" loading="lazy" src="../_images/sphx_glr_boxplot_plot_thumb.png" />
<p><a class="reference internal" href="stats/boxplot_plot.html#sphx-glr-plot-types-stats-boxplot-plot-py"><span class="std std-ref">boxplot(X)</span></a></p>
<div class="sphx-glr-thumbnail-title">boxplot(X)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See errorbar."><img alt="" loading="lazy" src="../_images/sphx_glr_errorbar_plot_thumb.png" />
<p><a class="reference internal" href="stats/errorbar_plot.html#sphx-glr-plot-types-stats-errorbar-plot-py"><span class="std std-ref">errorbar(x, y, yerr, xerr)</span></a></p>
<div class="sphx-glr-thumbnail-title">errorbar(x, y, yerr, xerr)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See violinplot."><img alt="" loading="lazy" src="../_images/sphx_glr_violin_thumb.png" />
<p><a class="reference internal" href="stats/violin.html#sphx-glr-plot-types-stats-violin-py"><span class="std std-ref">violinplot(D)</span></a></p>
<div class="sphx-glr-thumbnail-title">violinplot(D)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See eventplot."><img alt="" loading="lazy" src="../_images/sphx_glr_eventplot_thumb.png" />
<p><a class="reference internal" href="stats/eventplot.html#sphx-glr-plot-types-stats-eventplot-py"><span class="std std-ref">eventplot(D)</span></a></p>
<div class="sphx-glr-thumbnail-title">eventplot(D)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See hist2d."><img alt="" loading="lazy" src="../_images/sphx_glr_hist2d_thumb.png" />
<p><a class="reference internal" href="stats/hist2d.html#sphx-glr-plot-types-stats-hist2d-py"><span class="std std-ref">hist2d(x, y)</span></a></p>
<div class="sphx-glr-thumbnail-title">hist2d(x, y)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See hexbin."><img alt="" loading="lazy" src="../_images/sphx_glr_hexbin_thumb.png" />
<p><a class="reference internal" href="stats/hexbin.html#sphx-glr-plot-types-stats-hexbin-py"><span class="std std-ref">hexbin(x, y, C)</span></a></p>
<div class="sphx-glr-thumbnail-title">hexbin(x, y, C)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See pie."><img alt="" loading="lazy" src="../_images/sphx_glr_pie_thumb.png" />
<p><a class="reference internal" href="stats/pie.html#sphx-glr-plot-types-stats-pie-py"><span class="std std-ref">pie(x)</span></a></p>
<div class="sphx-glr-thumbnail-title">pie(x)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See ecdf."><img alt="" loading="lazy" src="../_images/sphx_glr_ecdf_thumb.png" />
<p><a class="reference internal" href="stats/ecdf.html#sphx-glr-plot-types-stats-ecdf-py"><span class="std std-ref">ecdf(x)</span></a></p>
<div class="sphx-glr-thumbnail-title">ecdf(x)</div>
</div></div></section>
<section id="gridded-data">
<h2>Gridded data<a class="headerlink" href="#gridded-data" title="Link to this heading">#</a></h2>
<p>Plots of arrays and images <span class="math notranslate nohighlight">\(Z_{i, j}\)</span> and fields <span class="math notranslate nohighlight">\(U_{i, j}, V_{i, j}\)</span>
on <a class="reference external" href="https://en.wikipedia.org/wiki/Regular_grid">regular grids</a> and
corresponding coordinate grids <span class="math notranslate nohighlight">\(X_{i,j}, Y_{i,j}\)</span>.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="See imshow."><img alt="" loading="lazy" src="../_images/sphx_glr_imshow_thumb.png" />
<p><a class="reference internal" href="arrays/imshow.html#sphx-glr-plot-types-arrays-imshow-py"><span class="std std-ref">imshow(Z)</span></a></p>
<div class="sphx-glr-thumbnail-title">imshow(Z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="pcolormesh is more flexible than imshow in that the x and y vectors need not be equally spaced (indeed they can be skewed)."><img alt="" loading="lazy" src="../_images/sphx_glr_pcolormesh_thumb.png" />
<p><a class="reference internal" href="arrays/pcolormesh.html#sphx-glr-plot-types-arrays-pcolormesh-py"><span class="std std-ref">pcolormesh(X, Y, Z)</span></a></p>
<div class="sphx-glr-thumbnail-title">pcolormesh(X, Y, Z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See contour."><img alt="" loading="lazy" src="../_images/sphx_glr_contour_thumb.png" />
<p><a class="reference internal" href="arrays/contour.html#sphx-glr-plot-types-arrays-contour-py"><span class="std std-ref">contour(X, Y, Z)</span></a></p>
<div class="sphx-glr-thumbnail-title">contour(X, Y, Z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See contourf."><img alt="" loading="lazy" src="../_images/sphx_glr_contourf_thumb.png" />
<p><a class="reference internal" href="arrays/contourf.html#sphx-glr-plot-types-arrays-contourf-py"><span class="std std-ref">contourf(X, Y, Z)</span></a></p>
<div class="sphx-glr-thumbnail-title">contourf(X, Y, Z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See barbs."><img alt="" loading="lazy" src="../_images/sphx_glr_barbs_thumb.png" />
<p><a class="reference internal" href="arrays/barbs.html#sphx-glr-plot-types-arrays-barbs-py"><span class="std std-ref">barbs(X, Y, U, V)</span></a></p>
<div class="sphx-glr-thumbnail-title">barbs(X, Y, U, V)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See quiver."><img alt="" loading="lazy" src="../_images/sphx_glr_quiver_thumb.png" />
<p><a class="reference internal" href="arrays/quiver.html#sphx-glr-plot-types-arrays-quiver-py"><span class="std std-ref">quiver(X, Y, U, V)</span></a></p>
<div class="sphx-glr-thumbnail-title">quiver(X, Y, U, V)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See streamplot."><img alt="" loading="lazy" src="../_images/sphx_glr_streamplot_thumb.png" />
<p><a class="reference internal" href="arrays/streamplot.html#sphx-glr-plot-types-arrays-streamplot-py"><span class="std std-ref">streamplot(X, Y, U, V)</span></a></p>
<div class="sphx-glr-thumbnail-title">streamplot(X, Y, U, V)</div>
</div></div></section>
<section id="irregularly-gridded-data">
<h2>Irregularly gridded data<a class="headerlink" href="#irregularly-gridded-data" title="Link to this heading">#</a></h2>
<p>Plots of data <span class="math notranslate nohighlight">\(Z_{x, y}\)</span> on <a class="reference external" href="https://en.wikipedia.org/wiki/Unstructured_grid">unstructured grids</a> ,
unstructured coordinate grids <span class="math notranslate nohighlight">\((x, y)\)</span>, and 2D functions <span class="math notranslate nohighlight">\(f(x, y) = z\)</span>.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="See tricontour."><img alt="" loading="lazy" src="../_images/sphx_glr_tricontour_thumb.png" />
<p><a class="reference internal" href="unstructured/tricontour.html#sphx-glr-plot-types-unstructured-tricontour-py"><span class="std std-ref">tricontour(x, y, z)</span></a></p>
<div class="sphx-glr-thumbnail-title">tricontour(x, y, z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See tricontourf."><img alt="" loading="lazy" src="../_images/sphx_glr_tricontourf_thumb.png" />
<p><a class="reference internal" href="unstructured/tricontourf.html#sphx-glr-plot-types-unstructured-tricontourf-py"><span class="std std-ref">tricontourf(x, y, z)</span></a></p>
<div class="sphx-glr-thumbnail-title">tricontourf(x, y, z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See tripcolor."><img alt="" loading="lazy" src="../_images/sphx_glr_tripcolor_thumb.png" />
<p><a class="reference internal" href="unstructured/tripcolor.html#sphx-glr-plot-types-unstructured-tripcolor-py"><span class="std std-ref">tripcolor(x, y, z)</span></a></p>
<div class="sphx-glr-thumbnail-title">tripcolor(x, y, z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See triplot."><img alt="" loading="lazy" src="../_images/sphx_glr_triplot_thumb.png" />
<p><a class="reference internal" href="unstructured/triplot.html#sphx-glr-plot-types-unstructured-triplot-py"><span class="std std-ref">triplot(x, y)</span></a></p>
<div class="sphx-glr-thumbnail-title">triplot(x, y)</div>
</div></div></section>
<section id="d-and-volumetric-data">
<h2>3D and volumetric data<a class="headerlink" href="#d-and-volumetric-data" title="Link to this heading">#</a></h2>
<p>Plots of three-dimensional <span class="math notranslate nohighlight">\((x,y,z)\)</span>, surface <span class="math notranslate nohighlight">\(f(x,y)=z\)</span>, and
volumetric <span class="math notranslate nohighlight">\(V_{x, y, z}\)</span> data using the <a class="reference internal" href="../api/toolkits/mplot3d.html#module-mpl_toolkits.mplot3d" title="mpl_toolkits.mplot3d"><code class="xref py py-obj docutils literal notranslate"><span class="pre">mpl_toolkits.mplot3d</span></code></a> library.</p>
<div class="sphx-glr-thumbnails"><div class="sphx-glr-thumbcontainer" tooltip="See bar3d."><img alt="" loading="lazy" src="../_images/sphx_glr_bar3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/bar3d_simple.html#sphx-glr-plot-types-3d-bar3d-simple-py"><span class="std std-ref">bar3d(x, y, z, dx, dy, dz)</span></a></p>
<div class="sphx-glr-thumbnail-title">bar3d(x, y, z, dx, dy, dz)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See fill_between."><img alt="" loading="lazy" src="../_images/sphx_glr_fill_between3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/fill_between3d_simple.html#sphx-glr-plot-types-3d-fill-between3d-simple-py"><span class="std std-ref">fill_between(x1, y1, z1, x2, y2, z2)</span></a></p>
<div class="sphx-glr-thumbnail-title">fill_between(x1, y1, z1, x2, y2, z2)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See plot."><img alt="" loading="lazy" src="../_images/sphx_glr_plot3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/plot3d_simple.html#sphx-glr-plot-types-3d-plot3d-simple-py"><span class="std std-ref">plot(xs, ys, zs)</span></a></p>
<div class="sphx-glr-thumbnail-title">plot(xs, ys, zs)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See quiver."><img alt="" loading="lazy" src="../_images/sphx_glr_quiver3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/quiver3d_simple.html#sphx-glr-plot-types-3d-quiver3d-simple-py"><span class="std std-ref">quiver(X, Y, Z, U, V, W)</span></a></p>
<div class="sphx-glr-thumbnail-title">quiver(X, Y, Z, U, V, W)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See scatter."><img alt="" loading="lazy" src="../_images/sphx_glr_scatter3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/scatter3d_simple.html#sphx-glr-plot-types-3d-scatter3d-simple-py"><span class="std std-ref">scatter(xs, ys, zs)</span></a></p>
<div class="sphx-glr-thumbnail-title">scatter(xs, ys, zs)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See stem."><img alt="" loading="lazy" src="../_images/sphx_glr_stem3d_thumb.png" />
<p><a class="reference internal" href="3D/stem3d.html#sphx-glr-plot-types-3d-stem3d-py"><span class="std std-ref">stem(x, y, z)</span></a></p>
<div class="sphx-glr-thumbnail-title">stem(x, y, z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See plot_surface."><img alt="" loading="lazy" src="../_images/sphx_glr_surface3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/surface3d_simple.html#sphx-glr-plot-types-3d-surface3d-simple-py"><span class="std std-ref">plot_surface(X, Y, Z)</span></a></p>
<div class="sphx-glr-thumbnail-title">plot_surface(X, Y, Z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See plot_trisurf."><img alt="" loading="lazy" src="../_images/sphx_glr_trisurf3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/trisurf3d_simple.html#sphx-glr-plot-types-3d-trisurf3d-simple-py"><span class="std std-ref">plot_trisurf(x, y, z)</span></a></p>
<div class="sphx-glr-thumbnail-title">plot_trisurf(x, y, z)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See voxels."><img alt="" loading="lazy" src="../_images/sphx_glr_voxels_simple_thumb.png" />
<p><a class="reference internal" href="3D/voxels_simple.html#sphx-glr-plot-types-3d-voxels-simple-py"><span class="std std-ref">voxels([x, y, z], filled)</span></a></p>
<div class="sphx-glr-thumbnail-title">voxels([x, y, z], filled)</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="See plot_wireframe."><img alt="" loading="lazy" src="../_images/sphx_glr_wire3d_simple_thumb.png" />
<p><a class="reference internal" href="3D/wire3d_simple.html#sphx-glr-plot-types-3d-wire3d-simple-py"><span class="std std-ref">plot_wireframe(X, Y, Z)</span></a></p>
<div class="sphx-glr-thumbnail-title">plot_wireframe(X, Y, Z)</div>
</div></div><div class="toctree-wrapper compound">
</div>
<div class="sphx-glr-footer sphx-glr-footer-gallery docutils container">
<div class="sphx-glr-download sphx-glr-download-python docutils container">
<p><a class="reference download internal" download="" href="../_downloads/ea73be0751ffd403489ec6af7a17ed2c/plot_types_python.zip"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">all</span> <span class="pre">examples</span> <span class="pre">in</span> <span class="pre">Python</span> <span class="pre">source</span> <span class="pre">code:</span> <span class="pre">plot_types_python.zip</span></code></a></p>
</div>
<div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
<p><a class="reference download internal" download="" href="../_downloads/4e1270d363927f553fd952d7a2603176/plot_types_jupyter.zip"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">all</span> <span class="pre">examples</span> <span class="pre">in</span> <span class="pre">Jupyter</span> <span class="pre">notebooks:</span> <span class="pre">plot_types_jupyter.zip</span></code></a></p>
</div>
</div>
<p class="sphx-glr-signature"><a class="reference external" href="https://sphinx-gallery.github.io">Gallery generated by Sphinx-Gallery</a></p>
</section>
</section>
</article>
</div>
<div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
<div class="sidebar-secondary-item">
<div
id="pst-page-navigation-heading-2"
class="page-toc tocsection onthispage">
<i class="fa-solid fa-list"></i> On this page
</div>
<nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
<ul class="visible nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#pairwise-data">Pairwise data</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#statistical-distributions">Statistical distributions</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#gridded-data">Gridded data</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#irregularly-gridded-data">Irregularly gridded data</a></li>
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#d-and-volumetric-data">3D and volumetric data</a></li>
</ul>
</nav></div>
</div></div>
</div>
<footer class="bd-footer-content">
</footer>
</main>
</div>
</div>
<!-- Scripts loaded after <body> so the DOM is not blocked -->
<script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
<footer class="bd-footer">
<div class="bd-footer__inner bd-page-width">
<div class="footer-items__start">
<div class="footer-item">
<p class="copyright">
© Copyright 2002–2012 John Hunter, Darren Dale, Eric Firing, Michael Droettboom and the Matplotlib development team; 2012–2025 The Matplotlib development team.
<br/>
</p>
</div>
<div class="footer-item">
<p class="sphinx-version">
Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.2.3.
<br/>
</p>
</div>
<div class="footer-item">
<p class="sphinx-version">
Built from v3.10.3-2-g3b85ba4365.
<br/>
</p>
</div>
</div>
<div class="footer-items__end">
<div class="footer-item">
<p class="theme-version">
Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
</p></div>
</div>
</div>
</footer>
</body>
</html>
You can’t perform that action at this time.