John Keats
Collection
Cautionaries are simply edits to the original content for the purposes of improving the usability and clarity of the informatic design. Edits should focus on identifying the framework of the original content in its entirety, including redundant messages of cultural or legal significance. The following edits were made to the content to improve the framework:
- Words were stemmed.
- Stop Words were used.
- The Stop Word List: 'a', 'about', 'above', 'above', 'across', 'after', 'afterwards', 'again', 'against', 'all', 'almost', 'alone', 'along', 'already', 'also','although','always','am','among', 'amongst', 'amoungst', 'amount', 'an', 'and', 'another', 'any','anyhow','anyone','anything','anyway', 'anywhere', 'are', 'around', 'as', 'at', 'back','be','became', 'because','become','becomes', 'becoming', 'been', 'before', 'beforehand', 'behind', 'being', 'below', 'beside', 'besides', 'between', 'beyond', 'bill', 'both', 'bottom','but', 'by', 'call', 'can', 'cannot', 'cant', 'co', 'con', 'could', 'couldnt', 'cry', 'de', 'describe', 'detail', 'do', 'done', 'down', 'due', 'during', 'each', 'eg', 'eight', 'either', 'eleven','else', 'elsewhere', 'empty', 'enough', 'etc', 'even', 'ever', 'every', 'everyone', 'everything', 'everywhere', 'except', 'few', 'fifteen', 'fify', 'fill', 'find', 'fire', 'first', 'five', 'for', 'former', 'formerly', 'forty', 'found', 'four', 'from', 'front', 'full', 'further', 'get', 'give', 'go', 'had', 'has', 'hasnt', 'have', 'he', 'hence', 'her', 'here', 'hereafter', 'hereby', 'herein', 'hereupon', 'hers', 'herself', 'him', 'himself', 'his', 'how', 'however', 'hundred', 'ie', 'if', 'in', 'inc', 'indeed', 'interest', 'into', 'is', 'it', 'its', 'itself', 'keep', 'last', 'latter', 'latterly', 'least', 'less', 'ltd', 'made', 'many', 'may', 'me', 'meanwhile', 'might', 'mill', 'mine', 'more', 'moreover', 'most', 'mostly', 'move', 'much', 'must', 'my', 'myself', 'name', 'namely', 'neither', 'never', 'nevertheless', 'next', 'nine', 'no', 'nobody', 'none', 'noone', 'nor', 'not', 'nothing', 'now', 'nowhere', 'of', 'off', 'often', 'on', 'once', 'one', 'only', 'onto', 'or', 'other', 'others', 'otherwise', 'our', 'ours', 'ourselves', 'out', 'over', 'own','part', 'per', 'perhaps', 'please', 'put', 'rather', 're', 'same', 'see', 'seem', 'seemed', 'seeming', 'seems', 'serious', 'several', 'she', 'should', 'show', 'side', 'since', 'sincere', 'six', 'sixty', 'so', 'some', 'somehow', 'someone', 'something', 'sometime', 'sometimes', 'somewhere', 'still', 'such', 'system', 'take', 'ten', 'than', 'that', 'the', 'their', 'them', 'themselves', 'then', 'thence', 'there', 'thereafter', 'thereby', 'therefore', 'therein', 'thereupon', 'these', 'they', 'thick', 'thin', 'third', 'this', 'those', 'though', 'three', 'through', 'throughout', 'thru', 'thus', 'to', 'together', 'too', 'top', 'toward', 'towards', 'twelve', 'twenty', 'two', 'un', 'under', 'until', 'up', 'upon', 'us', 'very', 'via', 'was', 'we', 'well', 'were', 'what', 'whatever', 'when', 'whence', 'whenever', 'where', 'whereafter', 'whereas', 'whereby', 'wherein', 'whereupon', 'wherever', 'whether', 'which', 'while', 'whither', 'who', 'whoever', 'whole', 'whom', 'whose', 'why', 'will', 'with', 'within', 'without', 'would', 'yet', 'you', 'your', 'yours', 'yourself', 'yourselves', 'the'.
- The Reasoning Behind the Selection - These words are of high frequency, non-unique generality. They are simply removed to clarify the content, of a more unique terminology, during the analytic stage of modeling. There are other words that could be included or excluded, as the method of removal isn’t intended to be exact. However, the terms should be non-unique, of high frequency, and fully disclosed to users of the informatic model. That is, these terms after the analytic stage are returned to the informatic model in developing the networks, layering, directionality, and detailing of the model.
- Implications of Selection - The methodology generalizes the unstructured information, so regardless of the nuanced changes of a stop word list; which may or may not include some unique terms, or may or may not meet a particular standard asserted as ideal; the given methodology returns these words to the corpus for the informatic modelling, and the generalized form of significant associations are consistently accounted for, even if some words of significant association were treated as stop words initially. That is, there isn't a perfect stop word list, and lists will vary, but the informatic methodology manages these variations for a consistent outcome, so long as most non-unique terminology is removed.
Specific Cautionaries
The following cautionaries are more specific to the Keats - Collection:
- There were a large variety of numbers and number-letter combinations that marked news sections. All numbers, letter-number combinations not constituting words or abbreviations were removed after the analytic modeling stage. Some low-frequency of numbers meshing with words were removed as well. All combinations were removed to improve the usability and clarity of the content being modeled informatically.
- No words were removed, other than what is listed on the Stop Word list. These words were removed only for the framing and analytic stages. Words are returned during the network, layering, and detailing stages of modeling.
- Errors involving the content, such as conversion errors of words are not edited and will remain transparent to viewers of the model. The focus is on developing trust through process and procedure, not through avenues easily manipulated, such as finely-threaded performances of perfection and cosmetic appeal. Exceptions will be listed in the "specific edits" section.
- Split words that are merged back together, if any, will be listed in specific edits.
- The userability standard is used moderately. That is, terms like "ebook", or proper nouns, such as publisher names, or any other term reflective of the overall publication, will likely be included into the modeling process. The models are designed to account for terms that work in different contexts, such as publication terms, that will be presented alongside the design of the actual written work, with the ideas of the given author intact.
- This methodology is designed to manage the unstructured informational environment, of a sound and consistent overall design, that manifests from categorical arrangements that are inconsistent and imperfect, like that of a hair style. Even though terms, these individual hairs, will change, the overall styling, the informatic model, will remain largely the same, of a consistent arrangement of major nodes. In this way, the unstructured informational environment differs from the structured informational environment.
Specific Edits
0
0
00
1
1
1
1
1
1
1
1
1
1
1
1
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1
1
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1
1
1
1
1
1
1
1
1
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1
1
1
1
1
1
1
1.1
10
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100
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11
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11,1819
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123
123
123
124
124
124
124
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125
125
125
125
126
126
126
127
127
128
129
129
12th
13
13
13
13
13
13
13
13
13
13
13
130
130
130
130
130
130
130
131
131
132
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14c
15
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15
15
15
150
150
150
150
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150
150
151
152
152
153
155
155
155
156
157
159
15g
16
16
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16
16
160
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162
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17th
17th
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180
1815
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1819
1819.1
18191
1819j
182
1820
1820
1820
1820
1820
1820
1820
1820
1820
1820
1820
1820
1820
1820
1820
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1820
1820
1820
1820
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1820
1820
1820
1820
1820
1821
1827
183
183
1844
1848
185
186
1867
187
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188
1883
189
1891
1899
18th
19
19
19
19
19
19
19
19
190
190
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190
191
191
192
192
193
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194
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199
19i
1i8
1i8
1i8
1i8aig
1s18
1s19
1st
1st
2
2
2
2
2
2
2
2
2
2
2
2
2.3
20
20
20
20
20
20
20
20
20
20
20
201
201
202
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205
206
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21
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22
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220
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225
23
23
23
23
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23
230
230
231
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235
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237
238
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239
23d
24
24
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24
240
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25
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261
262
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269
26o
27
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27
270
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272
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28
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29
29
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29
290
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290
290
290,293
291
292
292
293
293
294
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294
295
296
297
297
298
299
299
299
299
29th
2c
2d
2d
2h
2ir
2nd
2qo
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
30
30
30
30
30
30
30
30
30
30
30
30
300
300
300
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301
302
303
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305
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308
309
31
31
31
31
31
31
31
31
310
310
311
312
312
313
314
315
316
317
318
32
320
320
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320
321
322
322
323
324
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326
326
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327
328
328
329
33
33
33
33
330
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34
34
34
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349
34t
35
35
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35
35
35
35
35
350
350
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352
353
353
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355
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359
359
36
36
36
36
360
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361
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365
366
366
367
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369
36i
37
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37
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371
372
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38
38
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38
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39
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39
390
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391
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393
393
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395
396
396
397
397
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399
3an
3i8
3io
3o6
3o8
3rd
3ut
4
4
4
4
4
4
4
4
4
4
40
40
40
40
40
40
40
40
40
40
400
400
400
400
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4000
401
403
404
405
405
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409
41
41
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41
41
411
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42
420
421
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429
43
43
43
43
43
43
430
430
430
431
431
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434
435
436
436
437
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439
44
44
44
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445
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449
45
45
451
455
456
459
46
46
460
463
465
467
469
47
47
470
470
471
472
472
473
48
48
48
480
49
49
4i6
4o6
4s7
4th
5
5
5
5
5
5
5
50
50
50
50
50
50
50
50
500
51
51
51
51
52
52
52
53
530
539
540
540
540
545
55
555
556
56
56
56
560
57
57
57
578
58
58
581
583
59
59
591
5c
6
6
6
6
6
6
6
6
60
60
60
60
60
60
60
60
600
600
61
610
610
610
62
62
620
620
621
628
63
63
630
630
64
64
65
65
66
668
67
67
671
68
68
68
69
690
6i
7
7
7
7
7
7
7
70
70
70
70
70
70
70
70
71
71
710
72
72
720
73
73
730
730
730
74
74
74
74
740
741
749
75
75
750
756
757
76
76
760
761
761
77
77
770
770
771
78
78
78
0
0
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
10
10
10
10
10
100
104
105
106
108
109
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11
11,1819
110
110
112
113
114
114
115
115
116
117
119
119
12
12
120
120
120
120
120
120
121
121
121
122
123
123
123
124
124
124
124
125
125
125
125
126
128
129
12th
13
13
13
13
130
130
130
131
132
135
136
137
137
137
137
138
139
139
14
14
14
14
14
140
140
141
141
142
142
142
143
144
144
144
145
146
146
148
149
14c
150
150
150
151
152
154
155
158
158
159
159
159
1596
15g
16
160
160
160
161
164
165
166
167
17
170
171
173
173
174
176
178
179
179
17th
18
180
180
1815
1816
1816
1816
1816
1817
1817
1817
1817
1818
1818
1818
1818
1818
1818
1819
1819
1819
1819
1819
1819
1819
1819
1819
1819
182
1820
1820
1820
1820
1820
1820
187
187
1875
188
189
1899
18th
191
192
193
194
195
196
197
198
199
199
1i8
1i8aig
1st
2
2
20
20
20
20
200
200
201
202
203
204
205
206
207
209
21
21
21
213
214
214
214
214
215
22
225
23
232
235
235
236
238
238
238
238
239
239
23d
24
24
24
240
240
240
240
240
240
240
241
242
243
243
244
245
245
246
249
249
249
249
249
25
250
250
251
251
252
252
252
255
255
255
256
256
257
257
257
257
258
258
258
259
26
26
26
260
260
262
262
262
263
263
263
264
264
264
265
266
267
267
268
268
268
268
26o
27
270
270
274
275
276
276
277
277
277
277
277
277
278
278
279
28
28
281
282
284
286
287
288
288
289
28o
29
290
290,293
291
292
294
294
296
296
297
298
298
299
299
2c
2d
2d
2ir
2nd
3
3
3
3
3
3
3
30
30
30
30
30
30
300
300
300
300
302
303
304
304
306
307
309
31
31
312
312
314
315
317
32
320
320
322
322
322
324
324
326
326
327
328
328
328
329
33
33
33
330
330
331
332
332
334
338
338
339
34
34
340
340
340
340
342
342
342
344
345
345
346
346
348
348
349
35
35
35
35
35
350
352
353
354
354
356
357
359
359
36
36
36
36
360
361
362
363
364
366
366
366
367
368
369
37
37
37
37
372
372
373
373
374
375
376
377
377
378
378
38
38
38
380
381
382
384
386
387
388
389
38o
39
39
39
391
392
393
394
396
398
398
399
3d
3i6
3i8
3io
3o6
3o8
3s8
4
4
4
40
40
40
40
40
40
400
400
400
400
4000
402
403
404
404
405
408
41
41
41
41
41
411
412
413
414
415
416
418
419
42
42
420
422
424
425
425
426
426
427
428
428
43
43
43
43
431
432
434
436
436
438
439
439
44
440
441
441
442
442
443
443
444
444
444
446
446
447
448
448
448
449
45
455
456
459
459
46
463
464
465
467
47
470
471
472
473
48
48
48
480
49
4i6
4i8
4io
4o6
4o8
4th
5
5
5
50
50
50
50
500
51
51
510
52
55
55
555
56
57
57
58
59
5c
5iessrs
6
6
6
60
60
60
60
60
60
61
61
62
620
628
63
64
67
68
69
6i
7
7
7
7
7
7
70
70
70
70
71
710
72
72
73
730
74
74
75
75
750
757
77
77
77
770
771
78
79
8
8
8
8
8
80
80
80
80
81
81
816
82
820
84
85
86
87
870
88
89
8i
8i9
9
9
90
90
900
91
92
93
93
94
95
950
96
960
97
981
79
79
79
7f
8
8
8
8
8
8
8
8
8
8
80
80
80
80
80
80
80
800
81
81
81
81
811
813
816
82
82
82
820
820
83
83
830
84
84
840
85
85
850
851
86
86
860
87
87
870
870
88
88
880
881
89
89
89
89
89
890
9
9
9
9
9
9
9
9
90
90
90
90
90
91
92
92
920
93
93
93
939
94
94
94
94
95
95
950
950
954
956
959
96
96
96
960
97
97
970
98
98
981
989
99
99
99
999
9go
9th
