-
Notifications
You must be signed in to change notification settings - Fork 0
/
README.html
684 lines (668 loc) · 226 KB
/
README.html
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
<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="pandoc" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<style type="text/css">
@font-face {
font-family: octicons-link;
src: url(data:font/woff;charset=utf-8;base64,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) format('woff');
}
body {
-webkit-text-size-adjust: 100%;
text-size-adjust: 100%;
color: #333;
font-family: "Helvetica Neue", Helvetica, "Segoe UI", Arial, freesans, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";
font-size: 16px;
line-height: 1.6;
word-wrap: break-word;
}
a {
background-color: transparent;
}
a:active,
a:hover {
outline: 0;
}
strong {
font-weight: bold;
}
h1 {
font-size: 2em;
margin: 0.67em 0;
}
img {
border: 0;
}
hr {
box-sizing: content-box;
height: 0;
}
pre {
overflow: auto;
}
code,
kbd,
pre {
font-family: monospace, monospace;
font-size: 1em;
}
input {
color: inherit;
font: inherit;
margin: 0;
}
html input[disabled] {
cursor: default;
}
input {
line-height: normal;
}
input[type="checkbox"] {
box-sizing: border-box;
padding: 0;
}
table {
border-collapse: collapse;
border-spacing: 0;
}
td,
th {
padding: 0;
}
* {
box-sizing: border-box;
}
input {
font: 13px / 1.4 Helvetica, arial, nimbussansl, liberationsans, freesans, clean, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol";
}
a {
color: #4078c0;
text-decoration: none;
}
a:hover,
a:active {
text-decoration: underline;
}
hr {
height: 0;
margin: 15px 0;
overflow: hidden;
background: transparent;
border: 0;
border-bottom: 1px solid #ddd;
}
hr:before {
display: table;
content: "";
}
hr:after {
display: table;
clear: both;
content: "";
}
h1,
h2,
h3,
h4,
h5,
h6 {
margin-top: 15px;
margin-bottom: 15px;
line-height: 1.1;
}
h1 {
font-size: 30px;
}
h2 {
font-size: 21px;
}
h3 {
font-size: 16px;
}
h4 {
font-size: 14px;
}
h5 {
font-size: 12px;
}
h6 {
font-size: 11px;
}
blockquote {
margin: 0;
}
ul,
ol {
padding: 0;
margin-top: 0;
margin-bottom: 0;
}
ol ol,
ul ol {
list-style-type: lower-roman;
}
ul ul ol,
ul ol ol,
ol ul ol,
ol ol ol {
list-style-type: lower-alpha;
}
dd {
margin-left: 0;
}
code {
font-family: Consolas, "Liberation Mono", Menlo, Courier, monospace;
font-size: 12px;
}
pre {
margin-top: 0;
margin-bottom: 0;
font: 12px Consolas, "Liberation Mono", Menlo, Courier, monospace;
}
.select::-ms-expand {
opacity: 0;
}
.octicon {
font: normal normal normal 16px/1 octicons-link;
display: inline-block;
text-decoration: none;
text-rendering: auto;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.octicon-link:before {
content: '\f05c';
}
.markdown-body:before {
display: table;
content: "";
}
.markdown-body:after {
display: table;
clear: both;
content: "";
}
.markdown-body>*:first-child {
margin-top: 0 !important;
}
.markdown-body>*:last-child {
margin-bottom: 0 !important;
}
a:not([href]) {
color: inherit;
text-decoration: none;
}
.anchor {
display: inline-block;
padding-right: 2px;
margin-left: -18px;
}
.anchor:focus {
outline: none;
}
h1,
h2,
h3,
h4,
h5,
h6 {
margin-top: 1em;
margin-bottom: 16px;
font-weight: bold;
line-height: 1.4;
}
h1 .octicon-link,
h2 .octicon-link,
h3 .octicon-link,
h4 .octicon-link,
h5 .octicon-link,
h6 .octicon-link {
color: #000;
vertical-align: middle;
visibility: hidden;
}
h1:hover .anchor,
h2:hover .anchor,
h3:hover .anchor,
h4:hover .anchor,
h5:hover .anchor,
h6:hover .anchor {
text-decoration: none;
}
h1:hover .anchor .octicon-link,
h2:hover .anchor .octicon-link,
h3:hover .anchor .octicon-link,
h4:hover .anchor .octicon-link,
h5:hover .anchor .octicon-link,
h6:hover .anchor .octicon-link {
visibility: visible;
}
h1 {
padding-bottom: 0.3em;
font-size: 2.25em;
line-height: 1.2;
border-bottom: 1px solid #eee;
}
h1 .anchor {
line-height: 1;
}
h2 {
padding-bottom: 0.3em;
font-size: 1.75em;
line-height: 1.225;
border-bottom: 1px solid #eee;
}
h2 .anchor {
line-height: 1;
}
h3 {
font-size: 1.5em;
line-height: 1.43;
}
h3 .anchor {
line-height: 1.2;
}
h4 {
font-size: 1.25em;
}
h4 .anchor {
line-height: 1.2;
}
h5 {
font-size: 1em;
}
h5 .anchor {
line-height: 1.1;
}
h6 {
font-size: 1em;
color: #777;
}
h6 .anchor {
line-height: 1.1;
}
p,
blockquote,
ul,
ol,
dl,
table,
pre {
margin-top: 0;
margin-bottom: 16px;
}
hr {
height: 4px;
padding: 0;
margin: 16px 0;
background-color: #e7e7e7;
border: 0 none;
}
ul,
ol {
padding-left: 2em;
}
ul ul,
ul ol,
ol ol,
ol ul {
margin-top: 0;
margin-bottom: 0;
}
li>p {
margin-top: 16px;
}
dl {
padding: 0;
}
dl dt {
padding: 0;
margin-top: 16px;
font-size: 1em;
font-style: italic;
font-weight: bold;
}
dl dd {
padding: 0 16px;
margin-bottom: 16px;
}
blockquote {
padding: 0 15px;
color: #777;
border-left: 4px solid #ddd;
}
blockquote>:first-child {
margin-top: 0;
}
blockquote>:last-child {
margin-bottom: 0;
}
table {
display: block;
width: 100%;
overflow: auto;
word-break: normal;
word-break: keep-all;
}
table th {
font-weight: bold;
}
table th,
table td {
padding: 6px 13px;
border: 1px solid #ddd;
}
table tr {
background-color: #fff;
border-top: 1px solid #ccc;
}
table tr:nth-child(2n) {
background-color: #f8f8f8;
}
img {
max-width: 100%;
box-sizing: content-box;
background-color: #fff;
}
code {
padding: 0;
padding-top: 0.2em;
padding-bottom: 0.2em;
margin: 0;
font-size: 85%;
background-color: rgba(0,0,0,0.04);
border-radius: 3px;
}
code:before,
code:after {
letter-spacing: -0.2em;
content: "\00a0";
}
pre>code {
padding: 0;
margin: 0;
font-size: 100%;
word-break: normal;
white-space: pre;
background: transparent;
border: 0;
}
.highlight {
margin-bottom: 16px;
}
.highlight pre,
pre {
padding: 16px;
overflow: auto;
font-size: 85%;
line-height: 1.45;
background-color: #f7f7f7;
border-radius: 3px;
}
.highlight pre {
margin-bottom: 0;
word-break: normal;
}
pre {
word-wrap: normal;
}
pre code {
display: inline;
max-width: initial;
padding: 0;
margin: 0;
overflow: initial;
line-height: inherit;
word-wrap: normal;
background-color: transparent;
border: 0;
}
pre code:before,
pre code:after {
content: normal;
}
kbd {
display: inline-block;
padding: 3px 5px;
font-size: 11px;
line-height: 10px;
color: #555;
vertical-align: middle;
background-color: #fcfcfc;
border: solid 1px #ccc;
border-bottom-color: #bbb;
border-radius: 3px;
box-shadow: inset 0 -1px 0 #bbb;
}
.pl-c {
color: #969896;
}
.pl-c1,
.pl-s .pl-v {
color: #0086b3;
}
.pl-e,
.pl-en {
color: #795da3;
}
.pl-s .pl-s1,
.pl-smi {
color: #333;
}
.pl-ent {
color: #63a35c;
}
.pl-k {
color: #a71d5d;
}
.pl-pds,
.pl-s,
.pl-s .pl-pse .pl-s1,
.pl-sr,
.pl-sr .pl-cce,
.pl-sr .pl-sra,
.pl-sr .pl-sre {
color: #183691;
}
.pl-v {
color: #ed6a43;
}
.pl-id {
color: #b52a1d;
}
.pl-ii {
background-color: #b52a1d;
color: #f8f8f8;
}
.pl-sr .pl-cce {
color: #63a35c;
font-weight: bold;
}
.pl-ml {
color: #693a17;
}
.pl-mh,
.pl-mh .pl-en,
.pl-ms {
color: #1d3e81;
font-weight: bold;
}
.pl-mq {
color: #008080;
}
.pl-mi {
color: #333;
font-style: italic;
}
.pl-mb {
color: #333;
font-weight: bold;
}
.pl-md {
background-color: #ffecec;
color: #bd2c00;
}
.pl-mi1 {
background-color: #eaffea;
color: #55a532;
}
.pl-mdr {
color: #795da3;
font-weight: bold;
}
.pl-mo {
color: #1d3e81;
}
kbd {
display: inline-block;
padding: 3px 5px;
font: 11px Consolas, "Liberation Mono", Menlo, Courier, monospace;
line-height: 10px;
color: #555;
vertical-align: middle;
background-color: #fcfcfc;
border: solid 1px #ccc;
border-bottom-color: #bbb;
border-radius: 3px;
box-shadow: inset 0 -1px 0 #bbb;
}
.task-list-item {
list-style-type: none;
}
.task-list-item+.task-list-item {
margin-top: 3px;
}
.task-list-item input {
margin: 0 0.35em 0.25em -1.6em;
vertical-align: middle;
}
:checked+.radio-label {
z-index: 1;
position: relative;
border-color: #4078c0;
}
.sourceLine {
display: inline-block;
}
code .kw { color: #000000; }
code .dt { color: #ed6a43; }
code .dv { color: #009999; }
code .bn { color: #009999; }
code .fl { color: #009999; }
code .ch { color: #009999; }
code .st { color: #183691; }
code .co { color: #969896; }
code .ot { color: #0086b3; }
code .al { color: #a61717; }
code .fu { color: #63a35c; }
code .er { color: #a61717; background-color: #e3d2d2; }
code .wa { color: #000000; }
code .cn { color: #008080; }
code .sc { color: #008080; }
code .vs { color: #183691; }
code .ss { color: #183691; }
code .im { color: #000000; }
code .va {color: #008080; }
code .cf { color: #000000; }
code .op { color: #000000; }
code .bu { color: #000000; }
code .ex { color: #000000; }
code .pp { color: #999999; }
code .at { color: #008080; }
code .do { color: #969896; }
code .an { color: #008080; }
code .cv { color: #008080; }
code .in { color: #008080; }
</style>
<style>
body {
box-sizing: border-box;
min-width: 200px;
max-width: 980px;
margin: 0 auto;
padding: 45px;
padding-top: 0px;
}
</style>
</head>
<body>
<!-- README.md is generated from README.Rmd. Please edit that file -->
<!-- use devtools::build_readme() to regenerate ; also use pkgdown::build_site() and optionally devtools::build_manual() -->
<h1 id="morphogram-"><code>morphogram</code> <img align="right" src="data:image/png;base64,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" style="height: 150px; width= 150px;" /></h1>
<!-- badges: start -->
<p><a href="https://doi.org/10.5281/zenodo.2667405"><img src="data:image/svg+xml;base64,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" alt="DOI" /></a> <a href="https://travis-ci.org/tcwilkinson/morphogram"><img src="data:image/svg+xml;base64,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" alt="Travis build status" /></a></p>
<!--
[![cran version](http://www.r-pkg.org/badges/version/morphogram)](https://CRAN.R-project.org/package=morphogram)
[![rstudio mirror downloads](http://cranlogs.r-pkg.org/badges/morphogram?)](https://github.com/metacran/cranlogs.app)
[![rstudio mirror downloads](http://cranlogs.r-pkg.org/badges/grand-total/morphogram?color=82b4e8)](https://github.com/metacran/cranlogs.app)
--> <!-- badges: end -->
<ul>
<li>Version: 0.3.0 (beta).</li>
<li>Author: Toby C. Wilkinson.</li>
<li>Date of this README document: 2019-08-02.</li>
</ul>
<p>This R-package is designed to facilitate the construction of “morphogram”-based infographics which place dispersed spatial features side-by-side, for example <em>to compare visually the shapes or dimensions of cities, study regions or building sizes in two dimensional space</em>. The package aims to preserve recognisable or accurate <strong>shapes</strong> (and by default, the linear <strong>dimensions</strong>) of the features to allow human recognition, but transpose their spatial <em>position</em> so that they are distributed in a visually understandable way. When spatial <em>dimensions</em> are preserved, further spatial analysis (e.g. area calculations) or the additional of scale bars can be accurately plotted.</p>
<p>Functions rely on <code>sf</code> objects as inputs and outputs, hence the primary dependency of this package is <code>sf</code>. The use of <code>sf</code> objects provides maximum flexibility for ultimate graphics output; users can use base graphics or alternatives such as <code>ggplot</code> according to need or preference with the resulting reprojected and translated <code>sf</code> features.</p>
<p>Although theoretically any <code>sf</code>-compatible spatial features can be processed with this package, the most likely application is the orientation of polygons in a way that their relative size can be easily compared.</p>
<p>The original design use-case was archaeological, namely the visualization of the relative size of study regions of different archaeological surveys, ancient theatre plans and the relative size of ancient cities.</p>
<p><img src="data:image/png;base64,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" alt="Sample of compared polygons from the sf nc data-set" /></p>
<h2 id="installation">Installation</h2>
<p>This package relies on the <code>sf</code> package for calculating geometries and handling spatial data. Depending on the platform you are using, you may need to install GDAL and other dependencies before using <code>sf</code> and <code>morphogram</code>. Read the <code>sf</code> documentation for more information: <a href="https://github.com/r-spatial/sf/">see sf README on GitHub</a>.</p>
<!--
You cannot yet install the released version of morphogram from [CRAN](https://CRAN.R-project.org) with:
``` r
install.packages("morphogram")
```
-->
<p>You can install the current development version of <code>morphogram</code> from <a href="https://github.com/">GitHub</a> with:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" data-line-number="1"><span class="co"># install.packages("devtools")</span></a>
<a class="sourceLine" id="cb1-2" data-line-number="2">devtools<span class="op">::</span><span class="kw">install_github</span>(<span class="st">"tcwilkinson/morphogram"</span>)</a></code></pre></div>
<h2 id="basic-example">Basic Example</h2>
<ul>
<li>Aligning, distributing and plotting North Carolina districts as a grid</li>
</ul>
<p>This example shows you how to converge, distribute and then plot a set of simple (spatial) features using data distributed with the <code>sf</code> package:</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" data-line-number="1"><span class="kw">library</span>(sf)</a>
<a class="sourceLine" id="cb2-2" data-line-number="2"><span class="co">#> Linking to GEOS 3.6.1, GDAL 2.1.3, PROJ 4.9.3</span></a>
<a class="sourceLine" id="cb2-3" data-line-number="3"><span class="kw">library</span>(morphogram)</a>
<a class="sourceLine" id="cb2-4" data-line-number="4"><span class="co">#> </span></a>
<a class="sourceLine" id="cb2-5" data-line-number="5"><span class="co">#> Attaching package: 'morphogram'</span></a>
<a class="sourceLine" id="cb2-6" data-line-number="6"><span class="co">#> The following object is masked from 'package:base':</span></a>
<a class="sourceLine" id="cb2-7" data-line-number="7"><span class="co">#> </span></a>
<a class="sourceLine" id="cb2-8" data-line-number="8"><span class="co">#> scale</span></a>
<a class="sourceLine" id="cb2-9" data-line-number="9"></a>
<a class="sourceLine" id="cb2-10" data-line-number="10"><span class="co"># load polygon data from the sf package</span></a>
<a class="sourceLine" id="cb2-11" data-line-number="11">nc <-<span class="st"> </span>sf<span class="op">::</span><span class="kw">st_read</span>(<span class="kw">system.file</span>(<span class="st">"shape/nc.shp"</span>, <span class="dt">package=</span><span class="st">"sf"</span>),<span class="dt">quiet=</span>T)</a>
<a class="sourceLine" id="cb2-12" data-line-number="12"><span class="co"># converge polygons around origin</span></a>
<a class="sourceLine" id="cb2-13" data-line-number="13">nc_converged <-<span class="st"> </span><span class="kw">converge</span>(nc,<span class="dt">by.feature=</span>T)</a>
<a class="sourceLine" id="cb2-14" data-line-number="14"><span class="co"># distribute polygons into regular grid</span></a>
<a class="sourceLine" id="cb2-15" data-line-number="15">nc_distributed <-<span class="st"> </span><span class="kw">distribute</span>(nc_converged, <span class="dt">margin=</span><span class="dv">1</span>, <span class="dt">x.mar=</span><span class="dv">2</span>)</a>
<a class="sourceLine" id="cb2-16" data-line-number="16"><span class="co"># plot resulting distributed features</span></a>
<a class="sourceLine" id="cb2-17" data-line-number="17"><span class="co"># optional: select first parameter, this is just for clarity of the final plot</span></a>
<a class="sourceLine" id="cb2-18" data-line-number="18">nc_d <-<span class="st"> </span>nc_distributed[<span class="dv">1</span>] <span class="co"># AREA</span></a>
<a class="sourceLine" id="cb2-19" data-line-number="19"><span class="kw">plot</span>(nc_d)</a></code></pre></div>
<img src="data:image/png;base64,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" width="100%" />
<p><strong>For more information on how to get started, read the introduction vignette for guidance on how to get started using this package</strong>:</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" data-line-number="1"><span class="kw">browseVignettes</span>(<span class="st">"morphogram"</span>)</a></code></pre></div>
<p>Or browse the documentation and vignette online: <a href="https://tcwilkinson.github.io/morphogram/">https://tcwilkinson.github.io/morphogram/</a></p>
<h2 id="applications">Applications</h2>
<ul>
<li>City size comparison</li>
<li>Study region comparison</li>
</ul>
<p>Do let me know if you use this package in any publications, I’d be pleased to link to them here.</p>
<h2 id="improvements-and-contributions">Improvements and Contributions</h2>
<p>For ideas and plans on how to improve this package in the future, <a href="TODO.md">see the TODO.md file</a>.</p>
<p>Pull requests on this package which improve the documentation and methods are welcome.</p>
<!--
## References
-->
</body>
</html>