Ralph Waldo Emerson
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 Emerson - 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 hairstyle. 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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304
304
307
307
309
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
311
312
315
316
317
318
319
319
319
32
32
32
32
32
32
32
32
32
32
32
32
32
32
320
321
321
322
323
323
324
324
325
325
326
326
327
329
32c
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
330
331
331
332
333
334
335
337
338
339
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
341
343
343
344
344
346
346
347
348
348
34q
35
35
35
35
35
35
35
35
35
35
35
35
350
350
351
352
352
352
353
353
354
354
355
355
356
356
356
357
358
359
36
36
36
36,000,000
360
362
362
363
364
364
365
366
368
369
37
37
370
372
372
373
375
376
376
377
378
378
379
379
380
380
382
383
384
384
385
386
388
39
391
392
392
393
394
394
395
395
396
396
397
397
398
398
39827
399
399
399
39o
3h
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
40
40
40
40,000
400
400
400
4000
401
401
402
403
404
406
406
407
409
41
41
410
4109
411
413
415
415
416
419
42
42
421
421
422
422
424
426
426
43
43
431
431
432
435
436
438
44
440
442
442
443
444
446
447
448
448
448
45
45
45
45
45
451
451
452
453
454
454
454
456
459
459
46
460
461
462
463
464
465
468
468
469
47
47
47
470
471
472
473
474
475
479
48
48
481
482
482
483
483
486
487
487
488
489
489
49
49
49
490
490
491
492
493
493
494
494
495
496
496
497
498
499
4io
4o8
4ru
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
5
5
5
5
5,000
50
500
500
500
5000
5000
501
501
502
502
503
504
504
506
507
508
509
51
51
512
514
516
516
517
518
519
519
52
521
522
525
525
526
526
527
527
528
528
529
529
53
53
53
53
530
531
532
533
533
534
534
535
536
537
538
539
54
54
54
540
540
541
542
544
546
55
550
551
551
552
552
552
553
554
556
557
558
56
560
561
561
562
564
566
568
57
570
571
572
572
573
578
579
580
580
582
583
587
588
589
59
590
591
592
592
594
595
596
599
5io
5os
6
6
6
6
6
6
6
6
60
60
60
60
6000
602
603
606
607
61
61
617
618
619
623
631
6312
6312
635
636
637
64
642
643
644
644
646
647
647
648
649
650
650
652
654
656
658
66
661
662
665
669
67
67
67
670
673
675
676
678
678
679
68
68
68
680
681
684
69
69
69
691
693
6vy
7
7
7
7
7
7
7
7
70
70
7000
701
703
704
705
705
706
709
712
715
715
716
72
75
78
8
8
8
8
8
8
8
8
8
80
80
80
800,000
82
83
83
834
835
836
85
85
85
86
86
87
88
88
8o
9
9
9
9
9
9
9
9
9
9
9
90
90
90
901
91
92
94
96
96
98
449
45
45
45
451
451
452
452
453
453
453
454
454
454
455
455
456
457
457
459
459
46
460
460
460
461
461
461
462
462
462
463
463
464
464
465
468
469
469
469
47
47
470
470
470
471
471
471
472
472
473
474
475
476
477
477
478
479
479
479
48
48
48
48
480
481
482
482
483
483
483
483
484
484
486
487
488
489
489
49
49
490
490
490
491
491
491
492
493
493
494
494
495
495
496
496
497
498
498
499
499
4io
4o8
4tw
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5,000
50
500
500
500
500
501
501
501
501
502
502
502
503
503
504
505
505
506
506
507
507
507
508
508
509
509
509
51
51
51
513
514
514
515
516
516
516
517
518
518
519
519
52
52
521
522
524
525
525
525
526
526
526
527
527
528
528
529
529
53
53
53
53
53
530
532
533
534
535
535
536
536
537
537
537
538
538
539
539
54
54
540
540
540
541
541
541
542
542
543
544
545
545
546
546
547
547
548
549
55
55
551
551
552
552
553
553
555
557
557
559
56
56
561
561
562
563
564
565
566
567
569
57
57
571
572
573
575
578
579
58
580
580
581
582
583
584
585
586
587
588
589
59
59
59
59
590
591
592
593
594
595
596
598
599
5io
5os
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
60
60
60
600
6000
602
603
605
606
606
607
608
61
61
61
611
615
617
618
619
619
62
620
622
6221541
623
624
627
628
630
631
631
6312
6312
632
633
634
635
635
636
637
637
639
64
640
641
642
643
643
644
644
645
646
647
647
648
648
649
65
65
650
651
652
653
654
655
656
657
657
658
659
66
66
660
661
662
662
663
663
664
664
665
665
667
667
668
669
67
67
670
670
671
672
672
673
673
674
674
676
676
678
678
679
679
68
68
680
680
681
684
684
686
687
688
69
69
69
690
691
691
692
692
693
693
694
695
696
696
697
698
7
7
7
7
7
7
7
7
7
7
7
7
7
7
70
700
701
701
702
703
704
704
705
705
706
707
707
708
709
71
710
711
713
714
714
715
715
716
716
73
73
75
75
76
76
77
77
79
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
80
80
80
81
81
82
83
83
83
834
835
836
84
85
85
85
85
86
86
86
87
87
88
88
88
88
89
89
8o
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
9000
901
901
91
91
92
92
93
93
94
95
95
96
97
98
99
99
99
99
9th
