James Boswell
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 Boswell - 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.
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46
46
46
46
460
461
461
462
462
463
463
464
465
466
467
468
469
469
47
47
47
47
47
47
47
47
47
47
470
470
471
471
471
472
472
473
474
475
475
476
478
48
48
48
48
48
48
48
48
480
483
483
484
485
485
486
486
488
489
489
49
49
49
49
490
491
492
493
493
495
495
496
496
497
498
498
4th
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5,1774
50
50
50
50
50
500
500
501
501
502
502
503
504
504
505
505
506
506
508
509
509
51
51
51
51
51
51
510
511
511
512
513
513
514
514
515
515
516
517
518
519
519
519â20
52
52
52
52
52
52
520
521
521
522
522
523
523
524
524
525
525
526
526
527
527
528
528
528
529
529
529
53
53
53
53
53
53
53
53
53
53
53
530
531
531
532
533
533
534
534
535
535
536
536
537
538
538
539
54
54
54
54
54
54
540
540
541
542
542
543
543
543
544
545
546
547
547
548
548
549
55
55
55
55
55
55
55
550
550
551
551
552
553
553
554
554
555
556
556
557
557
558
558
559
559
56
56
56
560
560
561
561
562
564
564
565
565
566
567
568
569
56â57
57
57
57
57
57
570
570
571
571
571
572
572
573
574
575
575
576
576
577
577
578
578
579
58
58
58
58
58
58
58
58
58
58
580
581
582
582
583
583
584
584
585
585
586
586
587
588
588
589
589
59
59
59
59
59
59
59
59
59
590
590
591
592
593
593
594
595
595
596
596
597
598
599
5â6
5ibylloe.ã
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
60
60
60
60
60
60
60
60
60
60
60
600
600
601
601
603
603
604
605
605
606
606
607
607
608
609
609
61
61
61
61
61
61
610
610
611
612
612
613
614
614
615
615
616
616
617
617
618
618
619
62
62
62
62
62
62
62
62
620
621
622
623
624
625
626
627
628
629
62â3
63
63
63
63
63
63
63
63
63
63
63
631
632
632
633
634
636
638
639
64
64
64
64
64
64
64
64
64
641
642
643
644
647
648
649
649
65
65
65
65
65
65
650
650
651
651
653
654
655
658
659
65â67
66
66
66
66
66
66
66
66
660
660
662
663
664
664
665
666
666
667
667
668
669
669
67
67
67
67
67
67
670
670
671
671
672
672
673
674
674
675
675
676
676
677
677
678
678
679
68
68
68
68
68
68
68
68
681
681
682
682
683
684
685
685
686
686
687
688
689
689
69
69
69
69
69
690
690
691
692
693
693
694
694
695
695
696
696
697
697
699
699
6th
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
70
70
70
70
70
70
70
70
70
700
700
701
701
702
703
703
704
704
705
705
706
706
707
708
708
709
709
71
71
71
71
71
71
711
712
713
713
714
714
715
716
717
717
718
718
72
72
72
72
72
72
72
72
72
720
720
721
721
722
722
723
723
724
724
725
725
726
726
727
728
729
73
73
73
73
73
73
731
734
735
735
736
736
737
737
738
739
74
74
74
74
74
741
742
742
743
744
744
745
746
747
747
748
749
749
75
75
75
75
75
75
750
750
752
753
754
754
755
755
757
758
759
759
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
761
761
762
762
763
764
764
765
766
767
767
769
77
77
77
770
770
771
771
772
773
773
774
774
775
775
776
776
778
778
779
779
78
78
78
78
78
78
78
780
781
782
783
783
784
784according
785
785
786
787
787
788
788
789
789
79
79
79
79
79
79
790
790
791
793
794
795
795
7951
7952
796
797
798
798
799
799
7â9
8
8
8
8
8
8
8
8
8
8
8
0
0
0
0
0
0
0
0
05
05
08
0n
0r
1
1
1
1
1
1
1
1
1
1
1
1
1
1
10
10
10
10
10
100
100
100
100
101
102
102
103
104
105
105
105
106
106
106
106
107
107
108
108
109
11
11
11
11
110
111
111
111
112
113
113
113
114
114
115
115
115
116
116
116
116
117
117
117
118
118
119
119
119
12
12
12
120
120
120
121
121
121
121
122
122
123
123john
124
124
125
126
127
127
128
129
129
129
13
13
13
13
13
130
130
130
131
131
132
132
133
136
136
138
139
139
14
14
14
140
140
140
141
141
142
142
143
143
144
145
145
146
146
147
148
148
149
149
15
15
15
150
150
151
152
152
153
153
154
154
155
155
155
156
1564
1564
1566
157
158
159
159
159
16
16
16
16
16
16
160
160
161
161
161
162
162
163
163
1630s
164
164
165
166
166
167
1673
168
168
1685
1688
169
169
17
17
17
17
17
17
170
170
1702
1708
171
171
171
1716
172
172
1720
1725
173
173
173
174
174
1740
1740
1742
1744
1745
1747
175
175
175
1750
1752
1752
1753
1754
1755
1755
1756
1756
1757
1757
1758
1759
1759
176
176
1760
1760
1761
1762
1762
1762
1762
1762
1763
1763
1763
1763
1763.772
1764
1764
1764
1764
1765
1766
1766
1766
1766
1766.10
1767
1768
1768
1768
1769
1769
1769
177
177
1770
1770
1771
1772
1772
1773
1773
1773
1774
1774
1774
1775
1775
1775
1775
1775
1776
1776
1776
1776
1776
1777
1777
1777
1778
1778
1779
1779
1779
178
178
1780
1780
1780
1780
1780
1780
1781
1781
1781
1781
1781
1782
1782
1782
1782
1782
1783
1783
1783
1783
1784
1784
1784
1785
1785
1786
1789
1789
179
179
1790
1794
1795
1795
18
18
180
180
1800
1800
1800
1800
1800
181
181
182
182
182
183
183
183
1830
1830
184
184
1840
1840
185
185
1850
1850
1850
186
187
188
188
1887
189
18th
19
19
19
19
19
19
190
1900
1900
191
1910
1915
1917
1922
1923
1924
1926
1929
193
195
1950
1952
1953
1953
1955
1957
1958
196
196
1960
1961
1963
1963
1964
1965
1966
1966
1966
1967
1969
1969
197
197
1970
1972
1972
1973
1973
1973
1976
1978
1978
198
1980
1981
1981
1981
1981
1983
1983
1984
1985
1985
1985
1986
1986
1986
1989
1989
1989
1989
1989
1989
199
199
1991
1991
1991
1991
1991
1992
1992
1992
1994
1995
1995
1995
1995
1995
1996
1996
1997
1997
1997
1998
1998
1998
1998
1998
1998
1998
1999
1999
1999
1999
1999
1ady.ã
2
2
2
2
2
2
2
2
2,1737
2,1775
20
20
20
20
20,000
200
200
2001
2001
2001
2001
2002
2002
2002
2003
2003
2004
2005
2005
2006
2006
2009
2009
2009
201
2012
2013
2019
2019
2019
2019
202
203
204
205
206
206
206
207
208
209
20th
21
21
21
21
210
211
212
213
214
214
215
217
217
218
219
22
22
220
221
222
223
223
224
224
225
226
226
227
228
229
23
23
23
230
231
232
233
234
235
235
236
236
237
238
238
239
24
240
241
241
242
243
244
245
245
246
246
247
248
249
249
25
25
250
251
251
252
253
253
254
255
25th
26
26
26
26
260
261
262
262
263
264
264
265
266
267
268
268
269
27
27
27
27
270
272
275
277
278
279
28
28
280
281
284
285
286
289
289
29
2906
291
292
292
293
294
295
296
297
298
299
3
3
3
3
3
3
3
30
300
301
302
303
303
304
305
306
307
308
309
309
31
31
31
310
310
311
312
313
313
314
314
315
316
316
317
318
319
32
32
32
320
321
321
322
322
323
324
325
325
326
327
327
328
329
33
33
330
331
333
335
336
338
34
345â349
347
348
349
35
350
351
351
352
353
353
354
355
355
356
357
357
358
358
359
36
36
360
361
361
362
363
364
365
366
366
367
368
368
369
37
370
371
372
373
374
374
375
376
377
378
379
38
38
38
38
380
381
382
382
383
384
385
385
386
387
387
388
389
39
390
391
392
392
393
397
397
399
4
4
4
40
40
400
401
401
402
402
403
403
404
405
406
407
408
409
41
41
410
411
412
413
413
414
415
416
417
418
419
42
42
42
420
420
421
422
423
424
425
426
426
427
428
429
43
43
43
43
43
430
431
432
433
434
435
436
436
437
438
439
44
440
441
442
443
444
445
446
447
447
448
449
45
450
451
451
452
453
454
455
4557
456
457
457
458
459
46
46
46
46
460
461
461
462
463
464
467
468
469
47
47
470
471
472
476
48
48
48
480
483
483
484
485
485
486
487
488
489
49
490
491
492
493
494
495
496
497
498
498
499
4th
5
5
5
5
5
5
5,1774
50
50
50
50
500
501
502
502
503
504
505
506
506
507
51
51
510
511
512
512
513
513
514
515
515
516
517
518
519
52
520
521
522
522
523
524
525
526
527
528
529
529
53
53
530
531
531
532
533
534
535
536
536
537
538
538
539
54
54
54
54
540
541
542
542
543
544
545
546
547
548
549
55
55
55
550
551
552
553
553
554
554
555
556
557
558
559
559
56
56
56
560
561
562
562
563
564
565
566
567
567
568
568
569
57
57
57
570
571
571
572
573
574
575
575
576
577
578
578
579
58
58
580
581
582
583
584
585
586
587
588
589
59
59
59
59
590
591
591
592
593
593
594
595
596
596
597
598
599
5cruples:ã
5ibylloe.ã
5th
6
6
6
6
60
60
60
60
60
600
601
602
603
603
604
605
606
607
607
608
609
61
61
610
611
612
613
613
614
615
616
617
618
619
62
621
623
625
627
63
63
63
63
632
632
633
634
636
637
638
639
64
64
64
642
644
649
650
651
659
66
66
660
667
668
669
67
67
67
670
671
672
673
673
674
675
676
677
678
679
679
68
68
68
680
681
682
683
684
685
686
686
687
687
688
689
69
690
690
691
692
693
694
695
696
697
698
699
6th
7
7
7
7
70
700
701
702
703
703
704
705
705
706
707
708
709
71
71
71
710
711
712
713
713
714
715
716
717
718
719
72
72
720
721
722
723
724
725
726
727
728
729
73
73
731
732
733
734
735
736
736
737
738
739
74
74
740
741
742
743
744
744
745
745
746
747
748
748
749
75
75
751
752
753
754
755
756
757
758
76
76
76
761
762
763
764
765
766
767
768
768
769
77
770
771
772
774
774
775
776
777
778
778
779
78
78
78
780
780
781
782
783
783
784
785
786
789
79
79
79
790
791
792
793
794
794
795
796
797
798
799
7â9
7â9
8
8
8
8
8
8
8,1755
80
80
80
800
801
802
802
803
804
805
806
807
808
809
81
81
81
810
811
812
812
813
814
815
816
817
817
817
818
818
819
819
82
820
822
823
824
828
829
83
83
83
83
830
831
833
834
835
836
837
84
84
84
85
85
86
86
86
869
87
87
87
88
88
88
88
88
89
89
9
9
9
9
90
90
90
91
91
92
92
92
93
94
94
94
95
95
96
96
97
97
97
98
98
99
99
99
99
9th
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8,1755
8,1785
80
80
80
80
80
80
80
80
80
80
80
80
800
800
801
802
803
804
804
805
805
806
806
807
808
809
809
81
81
81
81
81
81
810
810
811
811
812
813
813
814
814
815
816
816
817
818
818
819
819
82
82
82
82
82
820
820
821
821
822
822
823
824
824
825
825
827
827
828
829
829
83
83
83
83
83
830
831
832
832
833
834
834
835
835
836
836
837
837
84
84
84
84
84
84116
85
85
85
85
85
85
86
86
86
86
86
86
86
86
861
87
87
87
87
87
877
88
88
88
88
88
88
88
89
89
89
89
8â
8â9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9
90
90
91
91
91
91
91
92
92
92
92
92
93
93
93
94
94
94wahrman
95
95
95
95
95
952
96
96
96
96
96
96
97
97
97
978
98
98
98
98
98
98
98
98
99
99
99
99
99
99
99
9971
99712
9th
â