Ambrose Bierce
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 Bierce - 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.
0
0
0
0
0
0
0
0
0
09
0tn
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1,452,000
10
10
10
10
10
100
100
100
100
100
100b
100k
101
101
101
102
103
103
104
104
104
104
105
105
106
106
106
106
106
107
107
107
108
108
108
108
109
109
109
10b
11
11
11
11
11
11
11
11
11
11
11
11
11,000
11,200
110
110
110
110
111
111
112
112
112
112
112
113
113
114
114
114
115
115
116
116
116
116
116
117
117
117
118
118
118
119
119
119
12
12
12
12
120
120
120
120
121
121
121
121
121,000
122
122
122
122
122
122
123
123
124
124
124
125
125
126
126
126
126
126
127
127
127
127,000
128
128
128
128
128
129
129
12t
13
13
13
13
13
130
130
130
130
131
131
132
132
132
1328
133
133
13334
134
134
135
135
136
136
136
137
137
138
138
138
139
139
14
14
140
140
140
141
141
141
142
142
142
142
142
143
143
144
144
144
144
145
145
146
146
146
146
147
147
147
148
148
148
148
148
149
149
149
15
15
15
150
150
150
150
151
151
151
151
151
152
152
152
152
152
153
153
1530
154
154
154
155
155
156
156
156
156
157
157
157
158
158
158
158
158
158
159
159
15th
16
16
16
16
16
160
160
160
161
161
162
162
162
163
163
164
164
164
164
165
165
165
166
166
166
166
166
167
167
168
168
168
1680
169
169
17
17
17
170
170
170
170
171
171
1712
172
172
172
172
173
173
174
174
174
174
174
174
175
175
176
176
176
176
177
177
178
178
178
179
179
1790
1792
1796
1797
18
18
18
18
18
180
180
180
1803
181
181
182
182
182
182
183
183
184
184
184
184
184
184
1842
1845
185
185
185
186
186
186
186
186
1861
1861
1862
1862
1862
1862
1862
1862
1862
1862
1862
1862
1862
1863
1864
1864
1865
1867
1869
187
187
187
187
1873
1873
1874
1877
1878
1878
1878
1878
1879â
188
188
188
188
188
188
188
1881
189
189
189
189
189
189
189
1892
1895
1897
1897
1898
1898
1898
1899
1899
1899
1899
19
19
190
190
190
190
190
1900
1900
1901
1902
1902
1903
1903
1903
1903
1906
1907
1907
1909
191
191
192
192
192
192
193
193
194
194
195
195
195
196
196
196
197
197
198
198
198
198
198
198
199
199
1ied
1m
1nto
1t
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
20
20
20
20
20
20
20
20
20
20,000
200
201
201
201
202
202
202
202
202
203
204
204
204
205
206
206
206
206
206
207
207
208
208
208
208
208
208
209
209
209
20d
21
21
210
210
210
210
211
212
212
212
212
213
213
214
214
214
214
214
215
215
216
216
216
216
216
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216
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218
218
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219
22
22
22
22
22
220
220
220
221
221
222
222
222
222
222
223
223
224
224
224
225
225
226
226
227
227
228
228
228
228
229
229
22nd
23
23
230
2300
231
232
232
233
233
234
234
235
235
236
236
236
237
237
238
238
238
238
238
239
239
23d
24
24
24
24
240
240
240
240
241
241
242
242
242
242
243
244
244
244
244
244
244
245
245
246
246
246
246
247
247
247
248
248
248
249
24th
25
25
25
250
250
251
251
252
252
253
253
254
254
254
255
256
256
256
256
257
257
258
258
258
258
258
258
259
259
25th
26
26
26
26
26
260
260
260
261
261
261
262
262
262
262
263
263
264
264
265
265
265
266
266
266
266
267
267
268
268
268
268
268
269
269
26i
26th
27
27
27
27
27
27
270
270
270
270
271
271
272
272
272
273
273
274
275
276
276
276
277
277
277
277
278
278
278
278
278
279
279
279
279
27th
28
28
28
28
28
28
28
280
280
280
280
280
281
281
281
282
282
282
283
283
284
284
284
284
285
285
286
286
286
287
287
287
287
288
288
288
288
288
288
289
289
289
28q
29
29
29
290
290
290
290
290
291
291
292
292
292
293
293
294
294
295
296
296
296
297
297
298
298
298
298
298
299
299
299
2b
3
3
3
3
3
3
3
3
3
3
3
3
30
30
30
30
30
300
300
300
300
301
301
302
302
302
302
302
303
303
304
304
305
306
306
306
306
307
307
308
308
309
309
31
31
31
310
310
310
311
311
312
312
312
313
313
315
316
316
316
316
316
317
317
318
318
318
318
319
32
32
32
320
320
321
321
321
321
322
322
322
322
323
323
323
323
324
324
324
325
325
325
326
326
327
327
327
328
328
329
329
329
33
33
330
330
331
331
332
333
333
334
334
335
335
336
336
336
337
338
338
338
338
338
339
339
34
34
34
34
34
34
340
340
341
341
342
342
342
342
343
344
345
346
346
346
346
346
346
347
347
348
348
348
349
349
35
35
350
351
351
352
352
353
353
354
354
354
355
355
356
356
356
356
356
357
358
358
359
36
360
360
360
360
360
361
361
362
363
363
364
364
364
365
365
366
367
367
368
368
368
369
369
369
37
37
370
370
370
370
371
371
371
372
372
372
373
373
373
374
374
374
374
375
375
376
376
377
377
378
378
379
379
379
37fi
38
380
380
380
380
381
382
382
382
382
382
382
382
383
384
384
384
385
385
386
387
388
389
38q
39
39
390
390
391
391
391
392
392
393
394
394
395
395
396
396
397
399
0
0
0
0
0
01
05
0b's
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
10
10
10
10
10
10
10,000
100
100
101
101
101
101
101
103
103
103
104
105
105
105
106
107
107
107
107
107
107
108
109
109
109
10b
10th
11
11
11
11
11
11
11
11
11
11
11
11
11
11,200
110
111
111
111
111
111
111
111
111
112
113
113
114
115
115
115
115
115
116
117
117
117
117
118
119
119
119
119
12
12
12
12
120
121
121
121
121,000
122
123
123
123
123
124
125
125
125
125
126
127
127
127
127
127,000
128
128
129
129
129
129
129
13
13
13
13
13
130
131
131
131
131
132
133
133
133
13334
134
135
135
135
136
137
137
137
138
139
139
139
139
14
140
141
141
141
141
142
143
143
143
144
145
145
145
145
146
147
147
147
147
148
148
149
149
149
149
15
15
15
150
151
151
151
151
151
151
151
152
153
153
153
154
155
155
155
155
155
156
157
157
157
158
158
158
159
159
159
16
160
161
161
161
161
162
163
163
163
163
164
1640
165
165
165
165
166
167
167
167
167
167
168
169
169
169
169
169
16th
17
17
17
17
170
171
171
171
171
171
172
173
173
174
175
175
175
175
1753
176
177
177
177
178
178
179
179
179
17th
18
180
1803
181
181
181
181
182
182
183
183
183
184
1845
185
185
185
186
1861
1862
1862
1862
1862
1862
1862
1864
1864
1865
1869
187
187
187
187
187
1878
1878
1878
1879
1879â
188
188
188
1881
189
189
189
189
189
1890
1890
1892
1894
1895
1895
1896
1897
1898
1898
1899
1899
19
19
190
1900
1901
1903
1905
1907
1909
191
191
191
191
193
193
193
194
1945
195
195
195
195
196
197
197
198
199
199
199
1â
1st
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2,147,483,648
20
20
20
20
20
20,000
200
2000
201
201
201
202
204
205
205
206
207
207
207
208
208
209
209
209
209
20d
21
21
21
21
210
211
211
211
212
213
213
213
214
215
215
215
216
216
217
217
217
217
217
217
218
219
219
219
219
22
22
220
221
221
221
222
223
223
223
224
225
225
225
225
227
227
227
227
228
229
229
22d
23
23
23
23
23
230
231
231
231
231
232
233
233
233
233
233
235
235
235
235
237
237
237
238
239
239
24
240
241
241
241
241
242
243
243
243
244
245
245
245
245
246
247
247
247
247
248
248
249
249
249
249
24th
25
25
25
25
250
251
251
251
251
252
253
253
253
253
254
255
255
257
257
257
258
258
259
259
26
260
261
261
261
261
262
263
263
263
264
265
266
267
267
267
268
268
269
269
26i
26th
27
27
27
27
27
27
271
271
272
273
273
273
275
275
277
277
277
277
278
279
279
279
27th
28
28
280
281
281
281
281
283
283
283
283
284
285
285
285
286
287
287
288
288
289
289
29
29
29
29
290
291
291
291
291
293
293
293
293
294
295
295
296
297
297
298
298
299
299
299
2d
2nd
2nd
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3,114
30
30
300
301
301
302
303
305
306
307
307
307
308
309
309
309
309
309
31
31
31
31
31
31
31
31
310
311
311
312
313
313
313
313
315
316
317
317
318
319
319
319
32
32
320
321
321
321
321
322
323
323
323
325
325
325
325
326
327
327
329
329
329
33
33
33
330
331
331
332
333
333
333
333
334
335
335
336
336
337
337
337
338
339
339
339
34
340
341
341
341
341
342
342
343
345
346
346
347
347
348
349
349
349
35
35
35
350
351
351
352
353
353
353
355
355
355
356
356
357
357
357
357
357
359
359
36
360
360
361
361
361
363
363
364
365
365
365
367
367
367
368
368th
369
369
369
37
37
37
37
370
370857
371
371
372
373
373
375
377
377
378
379
379
37fi
380
381
382
382
382
383
384
384
385
386
388
389
39
39
390
391
391
392
393
394
394
395
395
396
398
399
3d
3d
4
4
4
4
4
4
4
4
4
4
4
40
40
40
40
400
401
401
402
403
405
405
406
407
407
408
409
409
41
41
41
410
412
413
419
41st
42
421
43
44
45
45
45
46
47
47
47
47
48
48
49
49
49
49
49
49
4th
4th
4to
5
5
5
5,000
5,000
50
50
51
51
52
53
53
53
54
55
55
550
57
57
57
57
57
57
58
58
59
59
599
5r
6
6
6
6
6
6,000
60
61
61
61
61
61k
62
63
63
63
64
65
66
67
67
67
67
68
68
687
69
69
69
69
69
6t
6th
7
7
7
7
7
7
7
71
71
71
72
73
73
73
73
74
75
75
75
76
77
77
77
77
77
77
78
78
79
79
79
79
79
7th
8
8
8
8
8,000
80
80
801
805
807
807
809
81
81
811
815
817
817
82
821
821
825
829
83
83
83â
84
843
845
847
847
85
85
85
85
85
85
85
851
853
855
855
857
859
859
86
868
869
87
87
87
87
871
875
878
878
88
88
88
88
881
885
889
89
89
89
89
89
891
898
8th
9
9
9
9
9
9
9.30
90
90
90
900
91
91
91
91
92
9276
93
93
93
93
94
947th
95
95
95
96
97
97
97
97
98
98
98
99
9e
9irit
9th
3d
3t6
4
4
4
4
4
4
4
40
40
40
40
40
40
40
400
400
401
401
402
403
403
404
405
405
405
406
406
407
407
408
408
408
409
409
41
41
410
410
411
412
413
415
418
419
419
42
42
42
42
420
421
421
423
43
44
44
44
44
44
45
45
45
46
46
46
47
47
47
48
48
48
48
49
49
49
49
4th
4th
4to
5
5
5
5
5,000
50
50
50
50
51
51
52
52
52
52
53
53
5327
54
54
54
55
55
550
56
56
56
57
57
57
58
58
58
58
58
58
59
59
5r
6
6
6
6
6,000
60
60
60
60
60
61
61
61k
62
62
62
63
63
64
64
64
64
64
64
65
65
66
66
66
66
67
67
67
68
68
68
68
68
68
687
69
69
6t
6th
6th
6th
7
7
7
7
7
70
70
70
71
71
72
72
72
72,286
73
73
730
74
74
74
74
74
75
75
75
76
76
76
76
77
77
78
78
78
78
78
79
79
8
8
8
8
8
80
80
80
80
80
800
801
802
805
806
807
807
808
809
81
81
811
812
814
815
816
817
818
819
82
82
82
82
82
82
820
821
822
825
825
825
826
828
828
829
83
83
837
83â
84
84
84
84
84
841
842
843
845
846
847
847
848
848
849
85
85
85
85
850
851
852
853
855
855
856
857
858
858
859
859
86
86
86
86
86
860
864
865
865
866
867
868
868
869
87
87
87
871
872
874
875
876
878
878
88
88
88
88
88
88
880
881
882
884
885
886
887
888
888
889
89
89
890
891
892
895
896
898
898
899
8b
9
9
9
9
9.30
90
90
90
90
90
91
91
91
92
92
93
93
94
94
94
94
94
94
95
95
96
96
97
97
98
98
98
98
98
980
99
99
