William James
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 W. James - 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.
- To improve the readability of models non-alphanumeric symbols are likely to be removed.
Specific Edits
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0.16
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0.2168
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0.28
0.284
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0.35
0.390
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1.39
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16.7
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161
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1749
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1775
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1782
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1790
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1806
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1814
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182â
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1830
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1891_
1891â
1892
1892
1892_
1892_
1892_
1892_
1892_
1893
1893
1893
1893
1893
1893
1893
1893
1893
1893_
1893_
1893_
1893_
1893_
1894
1894
1894
1894
1894
1894
1894
1894
1894
1895
1895
1895
1895
1895
1895
1895
1895
1895
1895_
1896
1896
1896
1896
1896
1896
1896
1896
1896
1896
1896
1896
1896_
1896_
1896_
1896_
1896_
1896_
1896_
1896_
1896_
1896_
1896_
1897
1897
1897
1897
1897
1897
1897
1897
1897
1897
1897
1897
1897
1897
1897_
1898
1898
1898
1898
1898
1898
1898
1898
1898
1898_
1898_
1898_
1898_
1899
1899
1899
1899
1899
1899
1899
1899
1899
1899
1899_
1899_
1899_
1899_
1899_
1899_
18th
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
19
190
190
190
190
190
190
190
190
190
190
190
190
190
190
190
1900
1900
1900
1900
1900
1900
1900
1900
1900
1900
1900_
1900_
1900_
1900_
1900_
1901
1901
1901
1901
1901
1901
1901
1901
1901
1901
1901
1901
1901_
1901_
1901_
1901_
1901_
1901_
1901_
1901_
1901_
1901_
1901â
1902
1902
1902
1902
1902
1902
1902
1902
1902
1902_
1902_
1902_
1902_
1903
1903
1903
1903
1903
1903
1903_
1903_
1903_
1903_
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904_
1904_
1904_
1904_
1904_
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905_
1905_
1905_
1905_
1905_
1905_
1905_
1905_
1906
1906
1906
1906
1906
1906
1906
1906
1906
1906
1906
1906
1906_
1906_
1906_
1906_
1906_
1906_
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907
1907_
1907_
1907_
1907_
1907_
1907_
1907_
1907_
1908
1908
1908
1908
1908
1908
1908
1908_
1908_
1908_
1908_
1909
1909
1909
1909
1909
1909
1909
1909
1909
1909
1909_
1909_
1909_
1909_
1909_
191
191
191
191
1910
1910
1910
1910
1910
1910
1910
1910
1910
1910_
1910_
1910_
1910_
1910_
1910_
1910_
1911
1911
1911
1911
1912
1912
1912
1912
1917
1917
1918
192
192
192
192
192
192
192
192
192
192
1920
1920
193
193
193
193
193
193
193
193
193
193
193
193
193
194
194
194
194
194
194
194
194
194
194
194
194
194
194
195
195
195
195
195
195
195
195
195
196
196
196
196
196
196
196
196
196
197
197
197
197
197
197
197
197
197
197
197
198
198
198
198
198
198
198
199
199
199
199
199
199
199
199
199
199
199
1â
1â
1st
1st
1st
1st
1te
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2.5
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20
20,000
20.8
200
200
200
200
200
200
200
200
200
200
200
200
2000
2000
2002
2003
2004
201
201
201
201
201
201
201
201
201
201
201
2013
2014
202
202
202
202
202
202
202
202
202
202
202
202
203
203
203
203
203
203
203
203
203
203
203
203
203
203
204
204
204
204
204
204
204
204
205
205
205
205
205
205
205
205
205
205
206
206
206
206
206
206
206
206
207
207
207
207
207
207
207
207
207
207
207
207
207
208
208
208
208
208
208
208
208
208
208
208
208
208
208â
209
209
209
209
209
209
209
209
209
209
209
209
209
20th
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
21
210
210
210
210
210
210
210
210
210
210
210
210
211
211
211
211
211
211
211
211
211
211
211
211
211
211
212
212
212
212
212
212
212
213
213
213
213
213
213
213
213
214
214
214
214
214
215
215
215
215
215
215
215
215
215
215
215
216
216
216
216
216
216
216
216
216
216
216
216
216
217
217
217
217
217
217
217
217
217
217
217
218
218
218
218
218
218
218
218
219
219
219
219
219
219
219
219
219
21â
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22
22_
220
220
220
220
220
220
220
221
221
221
221
221
221
221
221
222
222
222
222
222
222
222
223
223
223
223
223
223
223
223
223
223
223
224
224
224
224
224
224
224
224
225
225
225
225
225
225
225
225
225
225
226
226
226
226
226
226
226
226
226
226
226
226
226
226
227
227
227
227
227
227
227
227
227
228
228
228
228
228
228
228
228
228
228
228
228
229
229
229
229
229
229
229
229
229
229
229
229
229
22nd
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
23
230
230
230
230
230
230
230
230
230
231
231
231
231
231
231
231
231â
232
232
232
232
232
232
232
232
232
232
232
232
232
232
232
232
233
233
233
233
233
233
233
233
233
233
234
234
234
234
234
234
234
234
234
235
235
235
235
235
235
235
236
236
236
236
236
236
236
236
237
237
237
237
237
237
237
237
237
238
238
238
238
238
238
238
238
238
238
238
239
239
239
239
239
239
239
239
239
239
239
239
23â
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24
24_
240
240
240
240
240
240
240
240
240
240
240
240
240
241
241
241
241
241
241
241
241
241
242
242
242
242
242
242
242
242
242
242
242
242
242
242
242
243
243
243
243
243
243
243
243
243â
244
244
244
244
244
244
244
244
244
244
244
244
245
245
245
245
245
245
245
245
245
246
246
246
246
246
246
246
246
246
247
247
247
247
247
247
247
247
247
247
247
247
247
248
248
248
248
248
248
248
248
248
249
249
249
249
249
249
249
249
249
249
249
24â
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25
25.6
250
250
250
250
250
250
250
251
251
251
251
251
251
252
252
252
252
252
252
252
252
252
253
253
253
253
253
253
253
253
253
253
253
253
254
254
254
254
254
254
254
254
254
254
254
255
255
255
255
255
255
256
256
256
256
256
256
256
256
257
257
257
257
257
257
257
257
258
258
258
258
258
258
258
259
259
259
259
259
259
259
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26
26_
26_
260
260
260
260
260
260
260
260
261
261
261
261
261
261
261
261
261
261
261
261â
262
262
262
262
262
262
262
262
262
263
263
263
263
263
263
263
263
263
263
264
264
264
264
264
264
264
264
264
265
265
265
265
265
265
265
265
265
265
266
266
266
266
266
266
266
267
267
267
267
267
267
267
267
267
267
267
268
268
268
268
268
268
268
268
268
268
268
268
268
269
269
269
269
269
269
269
269
269
269
26â
26th
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27
27_
270
270
270
270
270
270
270
270
270
271
271
271
271
271
271
272
272
272
272
272
272
272
272
272
272
273
273
273
273
273
273
273
273
273
273
273
273
274
274
274
274
274
274
274
274
274
274
275
275
275
275
275
275
275
275
275
275
275
275
275
276
276
276
276
276
276
276
276
276
277
277
277
277
277
277
277
277
278
278
278
278
278
278
278
278
278
278
278
278
279
279
279
279
279
279
279
279
279
279
279
279
27th
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
28
280
280
280
280
280
280
280
280
280
280
280
280
280
280
280â
281
281
281
281
281
281
281
281
281
281
282
282
282
282
282
282
282
282
282
282
283
283
283
283
283
283
283
284
284
284
284
284
284
284
284
285
285
285
285
285
285
285
285
285
286
286
286
286
286
286
286
286
286
286
286
286
286
287
287
287
287
287
287
287
287
287
287
287
287
287
287
288
288
288
288
288
288
288
289
289
289
289
289
289
289
289
289
289
289
28th
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29
29,1904
29.1
29_
290
290
290
290
290
290
290
290
291
291
291
291
291
291
291
291
292
292
292
292
292
292
292
292
292
292
292
292
293
293
293
293
293
293
293
293
294
294
294
294
294
294
294
294
294
294
295
295
295
295
295
295
295
295
296
296
296
296
296
296
296
296
296
297
297
297
297
297
297
297
297
298
298
298
298
298
298
298
298
298
298
299
299
299
299
299
299
299
299
299
299
299
299
299
29â
2â
2d
2d
2d
2d
2d
2d
2d
2d
2d
2l7
2me
2me
2me
2me
2me
2me
2me
2nd
2te
2te
2te
2ter
2tes
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3.75
3_
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
30
300
300
300
300
300
300
300
300
300
301
301
301
301
301
301
301
301
301
301
302
302
302
302
302
302
302
302
302
302
303
303
303
303
303
303
303
303
303
303
304
304
304
304
304
304
304
305
305
305
305
305
305
305
305
305
305
305
305
306
306
306
306
306
306
306
306
307
307
307
307
307
307
307
307
307
307
307
307
308
308
308
308
308
308
308
308
308
308
308
309
309
309
309
309
309
309
309
309
309
309
30th
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
31
310
310
310
310
310
310
310
310
310
310
310
310
311
311
311
311
311
311
311
311
311
312
312
312
312
312
312
312
312
313
313
313
313
313
313
313
313
313
313
314
314
314
314
314
314
314
314
314
315
315
315
315
315
315
315
316
316
316
316
316
316
316
316
316
316
317
317
317
317
317
317
317
317
317
317
317
317
317
318
318
318
318
318
318
318
318
319
319
319
319
319
319
31â
31st
32
32
32
32
32
32
32
32
32
32
32
32
32
32
32
32
32
320
320
320
320
320
320
320
320
320
320
320
320
320
320
320
321
321
321
321
322
322
322
322
322
322
322
323
323
323
323
323
323
323
323
324
324
324
324
324
324
324
324
324
325
325
325
325
325
325
325
32547
326
326
326
326
326
326
326
326
327
327
327
327
327
327
327
327
327
327â
328
328
328
328
328
328
328
329
329
329
329
329
329
32â
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
33
330
330
330
330
330
330
330
330
330
330
331
331
332
332
332
332
332
332
332
333
333
333
333
333
334
334
334
334
334
335
335
335
335
335
335
336
336
336
336
336
336
336
337
337
337
337
337
337
338
338
338
338
338
338
338
338
339
339
339
339
339
339
339
339
339
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
34
340
340
340
340
340
340
340
340
340
340
340
341
341
341
341
342
342
342
342
342
342
342
343
343
343
343
343
344
344
344
344
345
345
345
345
345
345
345
345â
346
346
346
346
346
346
346â
347
347
347
347
348
348
348
349
349
349
349
35
35
35
35
35
35
35
35
35
35
35
35
35
35
35
35
350
350
350
350
350
350
3500
351
351
351
352
352
352
352
353
353
353
353
353
354
354
355
355
355
355
355
355
355
356
356
356
356â
357
357
357
357
357
357
357
357
357
357
358
358
358
358
358
359
359
359
359
36
36
36
36
36
36
36
36
36
36
36
36
36
36
36
36
36
36
36
36
360
360
360
360
360
360
361
361
361
361
361
361
362
362â
363
363
363
363
363
364
364
364
364
364
365
365
365
365
365
365
365
365â
366
366
366
367
367
367
367
368
368
369
369
369
37
37
37
37
37
37
37
37
37
37
37
37
37
37
37
37
37
370
370
370
370
371
371
371
371
371
371
372
373
374
374
374
374â
375
375
376
377
377
377
377
377
377
378
379
379
38
38
38
38
38
38
38
38
38
38
38
38
38
380
380
380
3800
381
381
381
383
383
383
384
384
384
385
385
385
385
385
385
386
386
386
386
386
387
387
387
387
387
387
388
388
388
388
389
389
389
389
39
39
39
39
39
39
39
39
39
39
39
39
39
39
39
39
39
390
390
390
390
392
392
392
393
393
393
393
393
393
394
394
394
394
395
395
395
395
395
396
396
396
396
396
396
396
397
397
397
398
398
398
398
399
399
3d
3d
3d
3d
3d
3d
3d
3d
3d
3me
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
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
4
40
40
40
40
40
40
40
40
40
40
40
40
40
40
40
40
40
40.1
40.7
400
400
400
400
400
401
401
401
402
402
402
402
402
402
403
403
404
404
404
405
405
405
406
406
406
407
407
408
408
408
408
408
409
409
409
409
409
41
41
41
41
41
41
41
41
41
41
41
41
41
41
41
41
41
41
41
410
410
410
410
410
411
411
411
411
411
411
412
412
412
413
413
413
413
413
414
414
414
414
415
415
415
416
416
416
417
417
417
417
417
417
418
418
418
418
418
418
419
419
419
419
42
42
42
42
42
42
42
42
42
42
42
42
42
420
420
420
420
420
421
421
421
421â
422
422
422
423
423
423
423
423
424
424
424
425
425
425
425
425â
426
426
427
427
427
428
428
428
428
428
428â
429
429
429
429
42â
43
43
43
43
43
43
43
43
43
43
43
43
43
43
43
43
430
430
430
430
430
431
431
431
431
432
432
432
433
433
433
433
434
434
435
436
436
436
437
437
437
437
437
438
438
438
438
438
439
439
44
44
44
44
44
44
44
44
44
44
44
44
44
44
44
44
440
440
441
441
441
441
441
441
442
442
442
442
443
443
443
443
444
444
444
444
444
445
445
445
445
445
446
446
446
447
447
447
447
448
448
448
449
449
449
449
449
449
449
44th
45
45
45
45
45
45
45
45
45
45
45
45
45
45
45
45
45
45
45
45
450
451
451
452
452
453
453
453
453
454
454
454
454
455
455
455
456
456
457
457
457
458
458
459
459
459
459
45â
46
46
46
46
46
46
46
46
46
46
46
460
460
460
460
460
460
461
461
461
462
462
462
463
463
463
463
463
463â
464
464
464
464
464
465
465
465
465
465
466
466
466
467
467
467
467
468
468
468
468
469
47
47
47
47
47
47
47
47
47
47
47
47
470
470
471
471
471
472
472
473
473
473
474
474
474
474
474
474â
475
475
475
475
476
476
476
477
477
478
479
479
479
479
47â
48
48
48
48
48
48
48
48
48
48
48
48
48
48
48
48
48
48
48
48
480
480
480
480
481
481
482
483
484
485
485
486
486
486
487
487
488
488
488
488
488
488â
489
489
489
489
49
49
49
49
49
49
49
49
49
49
49
49
49
49
49
490
490
490
490
490
490
490
490
491
491
491
491
492
492
492
492
492
492
493
493
493
494
494
495
495
495
496
496
496
496
497
497
497
497
498
498
498
498
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
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
5
5
5
5
5
50
50
50
50
50
50
50
50
50
50
50
50
50
50
50
50
50
50
50
50
500
500
500
500
501
501
501
501
501
502
502
502
502
502
502
502
503
503
503
503
504
504
504
504
504
505
505
505
506
506
506
506
506
506
507
507
507
508
508
508
509
509
509
509
51
51
51
51
51
51
51
51
51
51
51
51
51
51
51
51
510
510
510â
511
511
511
511
5116
5117
511â
512
512
513
513
513
514
514
514
514
514
515
515
515
515
515
515
515
516
516
516
516
517
517
517
518
518
518
519
519
519
519
519
52
52
52
52
52
52
52
52
52
52
52
52
52
52
520
521
522
522
522
522
522â
523
523
523
523
523
524
524
524
524
524
525
525
526
526
527
527
528
528
528
528
529
529
529
53
53
53
53
53
53
53
53
53
53
53
53
53
53
53
53
530
530
531
531
531
532
533
533
533
533
534
534
534
535
535
535
535
535
536
536
536
537
537
537
538
538
538
539
539
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
54
540
540
540
540
540
541
541
542
542
542
543
544
544
544
545
545
545
546
546
547
547
547
547
548
548
549
549
55
55
55
55
55
55
55
55
55
55
55
55
55
55
550
550
550
550
550
551
551
551
552
552
553
553
554
554
554
555
556
556
556
557
558
558
558
559
559
56
56
56
56
56
56
56
56
56
56
56
56
56
56
56
56
56
560
560
561
561
561
561
561
562
562
562
564
564
564
564
564
565
565
566
566
566
566
566
567
567
567
568
568
568
569
569
56â
57
57
57
57
57
57
57
57
57
57
57
57
57
57
57
570
570
570
571
571
571
572
572
572
572
573
573
573
574
574
575
575
575
576
576
577
577
577
578
578
579
579
57th
58
58
58
58
58
58
58
58
58
58
58
58
58
58
58
580
581
581
583
583
583
583
584
585
585
586
587
587
588
588
588
589
59
59
59
59
59
59
59
59
59
59
59
59
59
59
590
591
591
592
593
594
595
596
597
599
5te
5th
5th
5th
5th
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6.15
6.25
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60
60,000
600
6000
601
602
604
604
605
605
607
608
609
61
61
61
61
61
61
61
61
61
61
61
61
61
61
61
61
61
61
61
61
610
611
611
612
612
613
613
614
614
615
616
616
616
617
617
618
62
62
62
62
62
62
62
62
62
62
62
62
62
62
62
62
621
621
63
63
63
63
63
63
63
63
63
63
63
635
637
64
64
64
64
64
64
64
64
64
64
641
649
65
65
65
65
65
65
65
65
65
65
65
65
65
65
65
65
652
652
66
66
66
66
66
66
66
66
66
66
66
66
66
66â
66â
66â
67
67
67
67
67
67
67
67
67
67
67
67
67
67
67
67
672
673
68
68
68
68
68
68
68
68
68
68
68
68
68
68
68
681
69
69
69
69
69
69
69
69
69
69
69
69
6l
0
0
0
0.0048
0.030
0.047
0.050
0.0578
0.06
0.079
0.1840
0.1866
0.2168
0.332
0.340
0.35
0.436
0.436
0.71
0.71
0.8
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
1
1
1
1
1
1.25
1.5
1_
1_
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10
10,000
10,000
10.15
10.30
100
100
100
100
100
100
100
100
100
100
100
100
100
100
100
100,000
100,000
100,000
1000
1000
100th
101
101
101
101
101
101
101
101
101st
102
102
103
103
103
103
103
104
104
104
104
104
104â
105
105
105
105
105
105
106
106
106
106
106
106
106
106
106
107
107
107
108
108
108
108
108
109
109
109
109
109
10th
11
11
11
11
11
11
11
11
11
11
110
110
110
110
110
110
111
111
111
111
111
112
112
112
113
113
113
113
113
113
113
114
114
114
114
114
115
115
115
115
115
115
116
116
116
116
116
116
116
116
116
117
117
117
117
117
117
117
118
118
118
118
118
118
118
118
118
119
119
119
119
119
119
12
12
12
12
12
12
12
12
12
12
12
12
12
12
120
120
120
120
120
120
121
121
121
121
122
122
122
123
123
123
123
123
124
124
124
124
125
125
125
126
126
126
126
127
127
127
127
128
128
128
128
128
128
128
129
129
129
129
129
12th
13
13
13
13
13
13
13
13
13
13
130
130
130
131
131
131
131
131
132
132
132
133
133
133
134
134
134
134
134
134
135
135
135
135
135
135
136
136
136
136
136
136
136
137
137
137
137
137
137
138
138
138
138
138
139
139
139
14
14
14
14
14
14
14
14
14
14
14
14
14
14
14
14
14
14
14
140
140
140
140
140
140,000
1400
141
141
141
141
141
141
141
142
142
142
142
142
142
142
143
143
143
143
143
144
144
144
144
144
144
145
145
145
145
146
146
147
147
147
147
148
148
148
148
149
149
149
15
15
15
15
15
15
15
15
15
15
15
15
15
15
150
150
150
150
150
1500
1500
151
151
151
151
151
151
151
151
151
151
152
152
152
153
153
153
153
154
154
155
155
156
156
156
156
156
157
157
157
158
158
158
159
159
15th
16
16
16
16
16
16
16
16
16
16
16
16
16
16
16
160
160
160
160
160
1600
161
161
162
162
163
163
163
163
163
163
163
163
1634
164
164
164
165
165
166
166
166
166
167
167
167
167
167
167
168
168
168
168
168
168
169
169
169
169
169
16mo
16th
17
17
17
17
17
17
17
17
17
17
170
170
170
170
170
171
171
171
171
171
171
171
171
172
172
173
173
173
173
173
173
173
173
173
173
174
174
174
174
174
174
175
175
175
175
175
176
176
176
176
1762
177
178
178
178
1782
179
179
179
18
18
18
18
18
18
18
18
18
18
18,000
180
180
180
1803
1806
1806
181
181
181
181
181
182
182
182
1822
1829
183
183
183
183
183
1835
1838
184
184
184
184
184
184
184
1842
1847
185
185
185
185
185
185
1850
1852
1858
1859
186
186
186
186
1860
1860
1860
1861
1861_
1862
1863
1863
1863
1863_
1864
1864
1864
1865
1865
1866
1866_
1867
1867
1867
1867_
1867_
1868_
1869
1869
1869
1869
1869
187
187
187
187
1871
1873
1873_
1874
1874
1874
1874
1875
1875
1875
1876
1876
1876
1877
1877
1877
1877
1878
1878
1878
1879
1879
1879
1879
188
188
188
188
188
188
188
188
188
1880
1880
1880
1880_
1881
1881
1882
1882
1882_
1882_
1882_
1883
1883
1883_
1884
1884
1885
1885
1885
1885
1885
1886
1886
1886
1886
1886
1887
1887
1887
1887
1887
1887_
1888
1888
1888
1888
1888
1888
1889
1889
1889
1889
1889
1889_
189
189
189
189
189
189
1890
1890
1890
1890
1890
1890
1891
1891
1891
1891_
1891_
1892
1893
1893
1893
1893_
1893_
1893_
1894
1894
1895
1895
1895
1895
1895
1895
1895
1895
1896
1896
1896_
1897
1897
1897
1897
1897
1897
1897
1897
1897
1897_
1898
1898
1898
1898
1898
1898
1898
1898
1898
1898
1898_
1898_
1899
1899
1899
1899
1899_
1899_
19
19
19
19
19
19
19
19
19
190
190
190
190
1900
1900
1900
1900
1900
1900
1900_
1900_
1900_
1900_
1901
1901_
1901_
1902
1902
1902
1902
1902
1902
1902_
1903
1903
1903_
1903_
1904
1904
1904
1904
1904
1904
1904
1904
1904
1904_
1905
1905
1905
1905
1905
1905
1905
1905
1905
1905_
1905_
1906
1906
1906
1906
1906
1906_
1906_
1906_
1907
1907
1907
1907
1907
1907
1907
1907_
1907_
1908
1908
1908
1908_
1909
1909
1909_
1909_
191
1910
1910_
1910_
1910_
1910_
1911
1911
1911
1911
1911
1912
1912
1912
1917
1918
192
192
192
192
1920
1920
1920
193
193
193
193
193
193
193
193
194
194
194
194
194
195
195
196
196
196
197
197
197
197
197
198
198
198
199
199
1st
1st
1te
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
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
20
20
20
20
20
20
20,000
20,000
20,000
20,000
200
200
200
200
200
200
200
200
2004
201
201
201
201
201
201
201
2013
2014
2014
202
202
202
202
203
203
203
203
203
204
204
204
205
205
205
205
205
205
2050
206
206
206
206
207
207
207
208
208
208
208
208
208
209
209
209
209
209
209
21
21
21
21
21
21
210
210
210
210
211
211
211
211
211
211
211
211
212
212
213
213
213
213
214
214
214
214
215
215
215
216
216
216
216
216
217
217
217
218
218
218
218
219
219
219
219
22
22
22
22
22
22
220
220
220
220
220
220
221
221
222
222
223
223
223
223
224
224
225
225
225
226
226
226
226
226
226
226
227
227
227
228
228
228
228
229
229
229
229
23
23
23
23
23
230
230
230
230
231
231
231
231
232
232
232
232
232
232
233
233
233
233
233
233
234
234
234
234
235
235
236
236
236
237
237
237
237
238
238
238
238
238
239
239
24
24
24
24
24
24
24
24
24
24
24,576
240
240
240
240
240
240
240
240
240
241
241
241
241
241
242
242
242
242
242
242
243
244
244
244
244
244
244
245
245
245
245
245
245
246
246
246
247
247
247
248
248
248
248
249
249
249
249
249
249
25
25
25
25
25
250
250
250
250
251
251
251
251
251
252
252
252
253
253
253
253
253
253
253
253
253
254
254
254
254
254
255
255
255
256
256
256
256
256
256
257
257
257
257
257
257
258
258
258
258
259
259
259
259
25th
26
26
26
26
26
26
260
260
260
260
261
261
261
261
261
262
262
262
262
262
262
262
263
264
264
264
264
264
264
265
265
265
266
266
266
266
266
266
266
267
267
267
267
267
267
268
268
268
268
269
269
269
269
26th
27
27
27
27
27
27
270
270
270
270
270
270
271
271
271
272
272
273
273
273
273
274
274
274
274
275
275
275
275
275
275
276
276
276
277
277
277
277
277
278
278
278
278
278
279
279
279
279
279
279
28
28
28
28
28
28
280
280
280
280
280
280
281
281
281
281
281
281
281
281
282
282
283
283
284
284
284
284
284
284
284
284
284
285
285
285
285
286
286
286
286
286
286
286
287
287
287
287
287
287
287
287
287
288
288
288
288
289
289
289
289
289
28th
29
29
29
29
290
290
290
291
291
292
292
292
292
292
292
293
294
294
294
294
294
295
296
296
296
296
296
297
297
297
297
297
298
298
298
299
299
2d
2d
2d
2l7
2me
2me
2me
2nd
2te
2ter
2tes
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
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
300
300
300
300
300
300
300
300
300
3000
301
301
301
302
303
303
303
304
304
304
305
305
305
305
305
307
307
308
308
308
308
308
308
309
309
309
309
309
30th
30th
31
31
31
31
31
31
31
310
310
310
310
310
311
311
311
311
312
312
312
312
312
313
313
313
314
314
314
314
314
314
314
315
315
315
316
316
317
317
318
318
318
318
318
319
319
319
32
32
32
32
32
320
320
320
320
320
321
321
321
322
322
323
323
323
324
324
324
324
325
325
325
325
325
326
326
326
327
327
327
327
327
327
327
327
327
328
328
328
328
329
329
33
33
33
33
33
33
330
330
330
330
330
330
331
332
332
332
333
334
334
335
335
336
336
336
336
336
336
337
337
338
338
338
338
338
339
339
339
339
34
34
34
34
34
34
340
340
340
340
340
341
341
341
342
342
343
343
343
344
344
344
345
346
346
346
346
347
347
347
349
349
35
35
35
35
35
35
35
35
35
350
350
350
3500
351
352
353
354
355
356
357
357
357
359
359
359
36
36
36
36
36
36
36
36
36
360
360
360
361
361
362
362
363
363
363
364
364
365
365
365
367
368
369
37
37
37
37
37
37
37
370
371
371
371
371
371
373
376
376
377
377
377
378
379
38
38
38
38
382
383
383
383
384
385
385
385
385
386
387
387
387
387
387
388
388
389
38th
39
39
39
39
39
39
390
390
390
391
391
392
392
393
393
393
394
394
394
395
395
396
396
398
398
3d
3d
3d
3me
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4
4.9
40
40
40
40
40
40
40
40
40
40
40
400
400
400
4000
401
401
401
402
403
404
405
405
405
406
408
408
409
409
40th
41
41
41
41
41
41
410
410
411
411
411
411
412
413
413
413
413
414
416
416
416
417
417
418
418
418
418
418
419
419
419
419
419
42
42
420
420
421
421
423
426
427
428
428
43
43
43
43
43
43
43
43
43
431
432
432
432
433
435
436
436
437
437
438
438
438
439
439
439
439
44
44
44
44
44
440
440
441
441
443
443
444
444
445
445
446
448
449
449
449
449
449
44th
45
45
45
45
450
450
451
451
452
452
453
453
454
454
454
454
457
457
458
459
459
46
46
46
46
460
460
460
461
461
461
462
462
463
463
464
464
464
465
465
466
467
468
468
468
469
47
47
47
47
471
472
472
472
473
473
474
474
474
475
475
476
476
476
479
48
48
48
48
48
480
480
480
480
481
481
483
486
486
486
487
488
488
49
49
49
49
49
49
490
490
491
492
492
492
492
493
493
493
493
494
495
495
496
496
497
497
498
498
498
499
4th
4th
4tzlich
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
50
50
50
50
50
50
50
50
50
50
50
50
50
50
500
500
500
500
500
5000
501
502
502
502
503
504
504
505
506
506
506
506
507
507
508
509
509
51
51
51
51
51
510
510
511
5117
5117
513
513
514
514
514
515
515
515
516
516
516
517
517
518
518
52
52
52
52
52
52
52
52
52
52
52
52
520
521
522
522
522
523
523
524
524
524
524
524
526
526
527
528
529
53
53
53
53
531
531
532
533
534
535
536
537
538
538
539
54
54
540
540
545
546
546
547
547
547
548
548
548
548
549
549
54th
55
55
55
55
55
55
550
551
551
551
552
553
553
556
556
56
56
56
56
561
563
563
564
565
566
566
566
567
567
568
568
569
57
57
57
57
570
571
572
572
576
577
577
578
578
578
579
579
579
58
58
58
58
58
580
580
581
585
586
586
588
588
589
59
59
59
59
591
592
593
595
596
597
599
5te
5th
5th
5th
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6
6.15
60
60
60
60
60
60
60,000
6000
602
607
608
609
60th
61
61
61
61
61
61
61
61
61
61
610
611
613
615
616
617
617
618
62
62
62
62
62
62
62
62
621
621
627
63
63
63
63
63
63
63
63
63
63
631
635
635
64
64
64
641
645
65
65
65
65
65
65
66
66
66
66
66
66
66
67
67
67
68
68
68
68
68
69
69
69
69
69
69
69
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
70
70
70
71
71
71
72
72
72
72
72
72
72
72
73
73
73
73
73
73
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
742
747
75
75
75
75
75
75
750
76
76
76
76
76
76
76
76
76
76
77
78
78
78
78
784
79
79
79
79
79
797
798
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
80
80
80
80
80
81
81
81
81
81
82
82
82
820
83
83
83
83
83
83
83
83
84
84
85
85
85
85
85
85
86
86
86
86
86
86
86
86
86
86
86
86
87
87
87
87
87
87
87
87
874
88
88
88
88
88
88
88
88
88
89
89
89
89
895
8th
9
9
9
9
9
9
9
9
9
9
9
9
9
9
9.30
90
90
90
90
90
90
90
90
90
90
90
90
90
90
900
91
91
91
91
91
91
92
92
92
92
92
92
92
93
93
93
93
94
94
94
94
94
94
94
95
95
95
96
96
96
96
96
97
97
97
97
98
98
98
98
98
99
99
99
9rales
9th
9th
9volution
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
7
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
71
71
71
71
71
71
71
71
71
71
71
71
71
71
72
72
72
72
72
72
72
72
72
72
72
72
72
72
72
72
72
723
723
723
728
728
73
73
73
73
73
73
73
73
73
73
73
73
73
738
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
74
746
74â
75
75
75
75
75
75
75
75
75
75
75
75
75
75
75
75
75
75
75
75
750
752
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
76
77
77
77
77
77
77
77
77
77
77
77
77
77
77
772
78
78
78
78
78
78
78
79
79
79
79
79
79
79
79
79
79
79
797
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
8
80
80
80
80
80
80
80
80
80
80
80
80
80
80
80
80
80
80
80
80
80
81
81
81
81
81
81
81
81
81
81
81
81
81
81
818
82
82
82
82
82
82
82
82
82
82
82
82
83
83
83
83
83
83
83
83
83
83
83
83
84
84
84
84
84
84
84
84
84
84
84
84
84
84
847
847
85
85
85
85
85
85
85
85
85
85
85
85
85
86
86
86
86
86
86
86
86
86
86
86
86
86
86
86
86
86
867
87
87
87
87
87
87
87
87
87
87
87
87
87
87
87
87
87
87
87
87
870
88
88
88
88
88
88
88
88
88
88
88
88
88
88
88
88
88
881
888
89
89
89
89
89
89
89
89
89
89
89
89
895
8th
8th
8vo
8vo
8vo
8vo
8vo
8vo
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
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
9.30
90
90
90
90
90
90
90
90
90
90
90
90
90
90
91
91
91
91
91
91
91
91
91
91
91
91
91
91
91
91
91
92
92
92
92
92
92
92
92
92
92
92
92
92
92
93
93
93
93
93
93
93
93
93
93
93
93
93
93
93
93
94
94
94
94
94
94
94
94
94
94
94
94â
95
95
95
95
95
95
95
95
95
95
95.5
96
96
96
96
96
96
96
96
96
96
96
96
96
96
96
96
97
97
97
97
97
97
97
97
97
97
97
97
98
98
98
98
98
98
98
98
98
98
98
98
98
98
98
98
98
99
99
99
99
99
99
99
99
99
99
9th
