/
ExploreVacancies.html
722 lines (652 loc) · 240 KB
/
ExploreVacancies.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="author" content />
<meta name="date" content="2020-04-27" />
<title>Cambridge retail vacancies</title>
<style type="text/css">body {
max-width: 940px;
background-color: #fff;
margin: auto;
overflow: visible;
padding-left: 15px;
padding-right: 15px;
font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
font-size: 14px;
line-height: 1.35;
}
#header {
text-align: center;
}
#TOC {
clear: both;
margin: 0 0 10px 10px;
padding: 4px;
width: 400px;
border: 1px solid #CCCCCC;
border-radius: 5px;
background-color: #f6f6f6;
font-size: 13px;
line-height: 1.3;
}
#TOC .toctitle {
font-weight: bold;
font-size: 15px;
margin-left: 5px;
}
#TOC ul {
padding-left: 40px;
margin-left: -1.5em;
margin-top: 5px;
margin-bottom: 5px;
}
#TOC ul ul {
margin-left: -2em;
}
#TOC li {
line-height: 16px;
}
table {
margin: 1em;
width: 100%;
border-width: 1px;
border-color: #DDDDDD;
border-style: outset;
border-collapse: collapse;
}
table th {
border-width: 2px;
padding: 5px;
border-style: inset;
}
table td {
border-width: 1px;
border-style: inset;
line-height: 18px;
padding: 5px 5px;
}
table, table th, table td {
border-left-style: none;
border-right-style: none;
}
table thead, table tr.even {
background-color: #f7f7f7;
}
p {
margin: 0.5em 0;
}
blockquote {
background-color: #f6f6f6;
padding: 0.25em 0.75em;
}
hr {
border-style: solid;
border: none;
border-top: 1px solid #777;
margin: 28px 0;
}
dl {
margin-left: 0;
}
dl dd {
margin-bottom: 13px;
margin-left: 13px;
}
dl dt {
font-weight: bold;
}
ul {
margin-top: 0;
}
ul li {
list-style: circle outside;
}
ul ul {
margin-bottom: 0;
}
pre, code {
background-color: #f7f7f7;
border-radius: 3px;
color: #333;
white-space: pre-wrap;
}
pre {
border-radius: 3px;
margin: 5px 0px 10px 0px;
padding: 10px;
}
pre:not([class]) {
background-color: #f7f7f7;
}
code {
font-family: Consolas, Monaco, 'Courier New', monospace;
font-size: 85%;
}
p > code, li > code {
padding: 2px 0px;
}
div.figure {
text-align: center;
}
img {
# background-color: #FFFFFF;
display: block;
padding: 2px;
border: 0;
margin: 0 auto;
}
h1, h2, h3, h4, h5, h6 {
font-weight: 500;
}
h1 {
margin-top: 0;
font-size: 35px;
line-height: 40px;
}
h2 {
border-bottom: 4px solid #f7f7f7;
padding-top: 10px;
padding-bottom: 2px;
font-size: 150%;
}
h3 {
#border-bottom: 2px solid #f7f7f7;
padding-top: 10px;
font-size: 130%;
}
h4 {
#border-bottom: 1px solid #f7f7f7;
margin: 10px 0px 10px 8px;
font-size: 105%;
}
h4.author, h4.date {
font-size: 18px;
margin-left: 0px;
}
h5, h6 {
#border-bottom: 1px solid #ccc;
font-size: 105%;
}
a {
color: #0033dd;
text-decoration: none;
}
a:hover {
color: #6666ff; }
a:visited {
color: #800080; }
a:visited:hover {
color: #BB00BB; }
a[href^="http:"] {
text-decoration: underline; }
a[href^="https:"] {
text-decoration: underline; }
code > span.kw { color: #555; font-weight: bold; }
code > span.dt { color: #902000; }
code > span.dv { color: #40a070; }
code > span.bn { color: #d14; }
code > span.fl { color: #d14; }
code > span.ch { color: #d14; }
code > span.st { color: #d14; }
code > span.co { color: #888888; font-style: italic; }
code > span.ot { color: #007020; }
code > span.al { color: #ff0000; font-weight: bold; }
code > span.fu { color: #900; font-weight: bold; } code > span.er { color: #a61717; background-color: #e3d2d2; }
</style>
</head>
<body>
<h1 class="title toc-ignore">Cambridge retail vacancies</h1>
<h4 class="date">2020-04-27</h4>
<div id="retail-vacancies" class="section level1">
<h1>Retail vacancies</h1>
<p>An exploration of vacant retail storefronts in Cambridge in April, 2020.</p>
<p>The Cambridge data set includes 86 properties in 10 commercial districts.</p>
<div id="distribution-of-categorical-variables" class="section level2">
<h2>Distribution of categorical variables</h2>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA8AAAAMACAYAAADrPg4vAAAEGWlDQ1BrQ0dDb2xvclNwYWNlR2VuZXJpY1JHQgAAOI2NVV1oHFUUPrtzZyMkzlNsNIV0qD8NJQ2TVjShtLp/3d02bpZJNtoi6GT27s6Yyc44M7v9oU9FUHwx6psUxL+3gCAo9Q/bPrQvlQol2tQgKD60+INQ6Ium65k7M5lpurHeZe58853vnnvuuWfvBei5qliWkRQBFpquLRcy4nOHj4g9K5CEh6AXBqFXUR0rXalMAjZPC3e1W99Dwntf2dXd/p+tt0YdFSBxH2Kz5qgLiI8B8KdVy3YBevqRHz/qWh72Yui3MUDEL3q44WPXw3M+fo1pZuQs4tOIBVVTaoiXEI/MxfhGDPsxsNZfoE1q66ro5aJim3XdoLFw72H+n23BaIXzbcOnz5mfPoTvYVz7KzUl5+FRxEuqkp9G/Ajia219thzg25abkRE/BpDc3pqvphHvRFys2weqvp+krbWKIX7nhDbzLOItiM8358pTwdirqpPFnMF2xLc1WvLyOwTAibpbmvHHcvttU57y5+XqNZrLe3lE/Pq8eUj2fXKfOe3pfOjzhJYtB/yll5SDFcSDiH+hRkH25+L+sdxKEAMZahrlSX8ukqMOWy/jXW2m6M9LDBc31B9LFuv6gVKg/0Szi3KAr1kGq1GMjU/aLbnq6/lRxc4XfJ98hTargX++DbMJBSiYMIe9Ck1YAxFkKEAG3xbYaKmDDgYyFK0UGYpfoWYXG+fAPPI6tJnNwb7ClP7IyF+D+bjOtCpkhz6CFrIa/I6sFtNl8auFXGMTP34sNwI/JhkgEtmDz14ySfaRcTIBInmKPE32kxyyE2Tv+thKbEVePDfW/byMM1Kmm0XdObS7oGD/MypMXFPXrCwOtoYjyyn7BV29/MZfsVzpLDdRtuIZnbpXzvlf+ev8MvYr/Gqk4H/kV/G3csdazLuyTMPsbFhzd1UabQbjFvDRmcWJxR3zcfHkVw9GfpbJmeev9F08WW8uDkaslwX6avlWGU6NRKz0g/SHtCy9J30o/ca9zX3Kfc19zn3BXQKRO8ud477hLnAfc1/G9mrzGlrfexZ5GLdn6ZZrrEohI2wVHhZywjbhUWEy8icMCGNCUdiBlq3r+xafL549HQ5jH+an+1y+LlYBifuxAvRN/lVVVOlwlCkdVm9NOL5BE4wkQ2SMlDZU97hX86EilU/lUmkQUztTE6mx1EEPh7OmdqBtAvv8HdWpbrJS6tJj3n0CWdM6busNzRV3S9KTYhqvNiqWmuroiKgYhshMjmhTh9ptWhsF7970j/SbMrsPE1suR5z7DMC+P/Hs+y7ijrQAlhyAgccjbhjPygfeBTjzhNqy28EdkUh8C+DU9+z2v/oyeH791OncxHOs5y2AtTc7nb/f73TWPkD/qwBnjX8BoJ98VQNcC+8AAAA4ZVhJZk1NACoAAAAIAAGHaQAEAAAAAQAAABoAAAAAAAKgAgAEAAAAAQAAA8CgAwAEAAAAAQAAAwAAAAAA6/Rc5wAAQABJREFUeAHsnQncVdP+/1fIkFRCg9JAKlMiQ5kyZfgbQqkQFcmUIWP64UrJzeyWyBAZbkXDNRQZU7gks3ITFZKKEJnV89/v7++3zt3Pbp9z9jnP/Dyf7+v1POecvde03/uctdd3fb/ru6oVBOIkIiACIiACIiACIiACIiACIiACIlDJCaxXya9PlycCIiACIiACIiACIiACIiACIiACRkAKsL4IIiACIiACIiACIiACIiACIiACVYKAFOAqcZt1kSIgAiIgAiIgAiIgAiIgAiIgAlKA9R0QAREQAREQAREQAREQAREQARGoEgSkAFeJ26yLFAEREAEREAEREAEREAEREAERkAKs74AIiIAIiIAIiIAIiIAIiIAIiECVICAFuErcZl2kCIiACIiACIiACIiACIiACIiAFGB9B0SgHBFYu3atW7JkSTlqUdk15bfffnOXXHKJmzhxYuJGrF692p1zzjnu/vvvT5wnW8IHH3zQDRw40GnL9GykdL4iEHjllVfsN/Luu++WSHNXrlzp7r33Xnfuuee6qVOnlkgdKlQEREAE8iXw+++/uy+++KJSPdOT9Ovvvfee69+/v/vkk0/yRVep8kkBrlS3UxdTUQl888037oQTTnCbbbaZ22abbdzWW2/tzjjjDPftt99W1EsqcrsXLFjgbr31VjdixIjEZf3666/u7rvvds8//3zGPH369HHVqlVL/W266aauffv27sYbb3RMQoTl73//uxs+fLhbsWJF+HDa9yjhI0eOdCWlYKStWCfKnMC0adPsO3XVVVeVeVtoAJNHjz/+eKG2fPTRR/YbWbhwYaHjxfXhggsucJdddpmbN2+eo1+Lyr///W9jdOqpp0ZP2edmzZq5Lbfc0q1Zsyb2vA6KgAiIQD4EeCbvvffermbNmq5p06auVq1arkePHo5Ju4ouSfr1yZMnuzvvvNM999xzRbpcxqbh8VP0/c4771yk8ksr8walVZHqEQERiCeA0tauXTv35Zdfuv3339/+mM174IEH3NKlS50fVMfnrrxHd9llF/fSSy85BsQlJYceeqirU6eO++mnn9ybb77prrjiCjdjxgxj7ut8+umn7T7Ur1/fH8r4+sMPP7jzzz/f3XTTTW633XbLmFYnRaA4CTDx88EHHzgmeOrWretuueUWUyRPPPHE4qwmY1n8Xtq2bWu/o7iEDEDr1avnnnnmGZtsWm+9/87Dz507133++efutNNOc+uvv35cdh0TAREQgZwJMPF24IEHuj///NPRH7Zs2dK9+OKLbsKECY5zH3/8satRo0bO5VakDExMMtHfsWPHIjV7jz32cD/++KOVsWzZMvfqq6+61q1bO6/4YsSpCCIFuCLcJbWxUhN4+OGHTfnt2rWrdcZ+QIgrL9ZMBor/7//9v0rNIN3FHXTQQelOFcvxm2++2e26665WFtZ2FGJ4o0h06tTJjrdo0cLxl1S+//77pEmVTgSKjQDf38MOO8zKO+qoo0wB5ruIlaM05eeff85YHf3b0Ucf7caMGWOTTh06dEil9y7Txx13XOqY3oiACIhAUQnccMMN7o8//nB33XWXO/vss624wYMHu27durlJkyZZf4R7cGUWPAyLYyzJ2JQ/xI9P8WC8/vrrKxS+/069Vqhmq7EiUHkI+PWqffv2dV755eroTLCAhjuszz77zAaPuAhuu+227sILL3SslfWCu+Oee+5pChzlbbXVVqbUvf/++w7LJJYVju2+++6FXHTzzUe91E87tttuO7fFFlu4I4880n366ae+SeaCSZu4FtYGHnHEEWblIcEvv/xiHSlW3kaNGpnlyrtmMngn36BBg1JlMeuI+w0KKZZbFOTZs2enzhflDUz9AxA3IS9nnXWWuU35z9wDZlK53iZNmpgL1ddff22ncaFGiUbuuOMOa/9//vMf++zLwS30f/7nf+yY/lU9Atl+L+Hv/aOPPup22mknh/cB69DD7vn8dlgj71358B5hEm369Om2dIIZ+fnz55srMr8j3PLDQlkMYiibtM8++2z4dOz7TP3P22+/bd93XJffeecde8/vPU6OPfZYO+wVXp+GzxtvvHFKkec4vyPvtrjDDju4UaNG+eSpV9z/mLDC6k3fds011xRila0M/9uk3/JeIfRTeOCEJV094fsSTq/3IiACZU/gq6++cnimsNQJ7xgvjLeIVYCMHj3aXlkbTH8ZXnpFXBaO0a94wZLM5N2wYcPsUNI+hPW3jOkYKzGGu+iiixxrkr34sVh0vEQa+rEDDjjA+jms2XGuzJn69XDZ1Bd+1owfP97hddewYUN7LoTb5NuWyyvedPTb3lLs8zJ+82Na354XXnjBvOYaNGhgz7uHHnrIJ7fXbM/MQolz+RAEdpGIgAiUIYHNN9+8IBj0FQQD2oytCAZjBYHSVxC4BhYEA8iCwM2wIPitFwQDv1S+YJBrx/baa6+CoPMpCKyb9jkYOBZ07969YN999y0IBtR2LFAei5yPAgKrk5UXdMwFp59+ul0L1xSsmbXyfZuCmVZLR5sDdyM7F3TidixwnSkIBu8FgQtSQeA2XBB0eJaftLTbC20mzUknnWQMNtxww4Jg0FuwfPlyS0Kd0Tw+b/i1d+/eli4IChE+XBAosgXBepaC7bffPnU8cBcqCB6U9jl4uNi54EFaEHTkBT179rT2BINmOx88NAuCAbiVHbhYGZvggWfnKIeyuU7aKKl8BAIFzu5tMMGR9uKy/V78d7hNmzYFzZs3LwisuQUbbbSRlRu4mqXKDawYdozv4W233WbfO9LNmTOnIJjwsu8efUVgAbb39913n+X1v0f6B35rwSDOygniDqTKjnuTrf/xdfId5/fPdQYDmbiiCgIrccEmm2xifZhPEAzGCjbYYIOCwDrsDxUEyq61jb6F6wyUdfv8z3/+M5Vm0aJFBfwe+Y0ec8wx1sfx+/rb3/5maZKU4X+bwSRCQaD4FsCCMoKJvcT1pBLqjQiIQLkiECiT9nvu3LnzOu0KrMLWRzKW4PnOX7BEo+Dggw9OpQ2MFJa/cePGqWNvvPGGHQuCZNqxJH1IsMzN6mK8FyjiBeShnzn++ONT5fr+OTpeuvLKKy0t/WowUV8QTMDb2CNQzi2vz5epX/dpgtgQlif8rOHa6D/pS2kTY7kkEizRs/SBoaJQ8sDDx46H++rAS8nGr8FkgaX17aHNO+64Y4EfD1I/5XrJ9sz06XJ91SgsV2JKLwLFSCBY/2udBAPRbEKnR8fwr3/9K5WUTpRjgcuuHfMdSmD9TaVBaSQN+b2gCNPhBwGbipTPP1j69evniy4I1tRYfXTYiG8TimGwzrYgmFm047SZdvXq1cs+8y+YhSyg7YGVNFYBDqxUBS+//HIqfWABszKoE/EdelhpTiUOvUmnAJMksESbEs+DEOEh5RXgYH2i1XfmmWfaOf4FgTUKUA68+AdCsAbYH7JX/7BjUB1Ymgqd04fKQSCbApzk9+K/w4FHgimKkOF7z28lCK6VAsXED0qyl8ATwtKElW8GM4HlwiexV/97DP/uUC4pP1g/XCht+EOS/of0KN0orNkERZc6/QCO3z6fA6txKisTW0EgvNRn+g/SdOnSJXWMvodjgYWn0LHAWmKfk5Thf5u+DAbFgYWmoFWrVoXKzFRPKqHeiIAIlCsCQTwV6yOGDBkS26799tvPzgeWYjvP+CEIlFXw119/2ecgUJZN6vH7D+IU2LEgvoLlCSzG9jlJHxJ43FgeP14jI30Z5QYeNFaO75+j4yWMGvT5gYeNpQvilhTMmjXL3vPP58vUr/s0UQWYvo7ykMBTsCCwxBZUr149ZViwE2n++fFOVAEOAotZGcF661ROfx+Ctdd2zLcHQ4KXp556ynh4o0KSZ6bPm+urXKCDb55EBMqKQNDBWtW44mQTAmMFA1pzIfZpg87T3nIuLIcffnjqY9Ax2/tgFq3QMdbDBNai1DHe5Jov6IAtP+44uAvyhxsN10NgibDgJh104i5QvO3wa6+9Zq/+GvgQPHjMTRp35DihfdSFwM6vH6Te4hIiGuLeFCjA6xQZzJJalG7WveCeSuAyAv7gNpREKBuXKdynJVWPQC6/l8ACkQrKgtsbQaEINuIlsJY6/rxwHsFdLImwDtcLSwkQ3z5/PPyaS/8TzpfufWCNsVO4bCO4YNNvBFYI+8w/gmUNGDDAPvN7JKhcMDBzfskBJ+hHWNsW7t9wZyQaNZKkDNLx22TtNEIdwSShuZD7SNbZ6rGM+icCIlDuCHh3Xn7jceLHXz4dfS+7ORBQMFCqHC669EOBh03K7Zj+gOd4OOBTtj6E/pWlW8HEWmq85McwBOEMS3S8tM8++7jvvvvOBUq8YzsjAnYFins4i73PtV8n0yGHHGKRsXlfu3Zt25GEMRBLPvIVlqPAkbGSfyYRhZr+2I9Jfdn+WcBn3KNxhfa7aPhnEuO+bGNMX17S1+yj7qQlKZ0IiEDOBAjHT0e2ePHiWIUrXCDRUekY6IS9NGvWzN6ybiUs4Y4+LgiOP+Y7fJ8313wogMjJJ59sa3hZxxu4sti1+HO+bJT3sPjzKJVJhQcRnT6dNINU1jwWp/DQY8DLdXiFIlw+D8rrrrvOOvRg1tLWX6KUB+5Q4WRp38OX+y2pmgT8dz7J7yX8Wwzche377gcS0GOgw1pbBmbEESDyOHnCg4lMlMPl83tCov1BOH8u/U84X7r3tJ82BDP8loSIrEQoDUdbZ8DDdkn0eyj7TJ4xMGNQ6gWmDKroD+IkSRnkC/PgMwNVxDPJVo8l1j8REIFyR4A4CYiPLxJtIMd5tvuxCIob8vrrrzvipxBgkLgFTIoxBvHn/MShHQj+ZetDGKcRi4XYIYwx+Lv00kste3QMFx0vEa+BgJ3XXnutTQQSxTouHkK4DUn6dSoP5+Fz8+bNeSk00WgHcvzH+IwxFUFF/SvBsqJjq3D93Af4sDUVRppcnpk5Ns/9d/o415xKLwIiUCwE6GzY/oNgTgwAvRBMhr00sagiBK9iu56w+AAD6Sym4bQl8d7Xy36jbOUUlrB1Knzcv/d56RiTCIEseAixRzLBdQjcg1XKW3qSlJEtDUElGPBmivocuE+7YA2ye/LJJ81iRjTbwA3TZouzla/zVZuA/87n83uJkiOa6YcffmjBW/jOYo145JFHbBu1aNri+Fzc/Q9KLR4hwZIGx57fDHQCN+tCTSVoH4ox2zkx8cVEAFtwhIVgMpkiTycpI1xeuvfZ6kmXT8dFQATKloD3uCIQFp4k3uJLq5hEJMhVs8CY4CfReP5j2cWLjb6VCbZguYl5mRCclGCAbP8TVYCzXSX9P31Y3IS5V1bTlYHCi+WXvPSJY8eOdeedd55ZWRkLFaf4cWUQy6FIxQZrmy2g1hNPPGHKLBO4RN3OJtTPBAATnsX5zIzWKwtwlIg+i0ApE0ChQoJgAfbq/zHow+WPzgNBEQ7WB6ZcQzjmI7fSOZeF+H3f3nrrLXuA8BDhj1lTZjczCZZihM7cC5bwv//97ymXGX+cVzp/9kwmujWdKNeM62MSoT1h61lcHh5099xzj53ykSHj0jErjHLPXoL/+Mc/3CmnnGKKiJ+pjMujYyIAgaL8XqIEmfihfyAaNN9dootiWS4u4fvMpJOXovQ/0bJ8mUxoYaH1Udej1msGoFzjxRdfbMoylgEmBsMWA6JkMxhlEtHLY489Zq53fE5Shs+X6TVbPZny6pwIiEDZEQiCWprbLeMnXHLDgiKJBHE9wofNLZhnPRN0LK+gz+EVIwTPfSRXBZj+P4hJYK7MfqyEq3AQyM9lUzZJg6KOkYRdJLz1N1iDW6jd+Xyg7wx71TC5j4QNAUnGUNG6mTQ88MADjSFLXfDuibo/kyfsas1zjJ0z/KRFcT4zo+2TBThKRJ9FoJQJsCcd4e0Ju08nR7h9Ol4UQ6yqbMeBBEGlXBAAywVBDsxSgksinSAdKRbJshAU0auvvtq2WGHWDtchlHJcMqdMmeIy7efJet8gqI9dO+t5meEMAt6YJYjriboKswYG928Gt1iDeJiNGzfOLnvmzJm2dhClm5lDOlHOUc6DDz5oWx/QFtoUliBSrG0pgAWJmVXckNgGBTedOMFKz3YzpEERp908gJghxjKNeHcr1msyg8n2CGG39bhydaxyEcDSgGIXFpS8ovxewmXxni2DcCVjGw22DsJ6gUWVAYZf4sB3kQEXAzZ+m34wES0r+pntMRj8UD75mWjKt/+JK8vXhwLMYA5rNuvi+AuL70/4zXvPD35rrAGmn6FvxIUQ3vzWmRTAdY5lCqyb5nySMsJ1pnufqR62fpOIgAiUXwJDhw41pZZnO8sq8LzjGU0/grWXJSRhod9g7EBf47dzI94H/Y/3QEsa+8OXy9ZAKJc8Bxj3Yd1kDIcLNn++3/bp/SvLPuhj8JajH6bt9JkIbSqq0Mczoc9WcoyRUHbpPxmTIXBg+6i4MVS2uimXMRDrl5mgDVvffd6HH37YJnJh66/LT0gU5zPT15d6zTVqltKLgAgUP4GgA7IQ9IGiZBHwiPYX/PBTEVJ9jcG+aQWBK6KlCX7EBUQGDPb69KdTkQB9lD9OEEWVtEHHm0oXWFntWDArZ8d8NL5c85GZ+mkHdfAXKKEF4QjIcWX7hgQzf7YVi8/LFk3BA8lO+2i44YjOwT67BcFDx+oJBvcFbDFEBNtg8F8QBFiwfFxb8GBJbbESKMKWPhgg+2oLAqt7qr3UHSjbdg3kDZTaVDreBApFKgo0n4MO2qIkko+tXNg6ILAycSolbFETKA1WB9EQkWg5qcR6U2kI+CjQ/vscfiW6JpLt9xL3vScfW2cEs/+8NfFRk8N18J7v3apVq1Jpgr0m7Xt4991327G436OPvOkjLtNWymHbNR8dlMzZ+h/SBEpzoSjQ6coiLRIM5qx9l19++f8eCP0PBqgFwSSgnScqK789Ir7TBxKZ1UswQLO2cv30oWwN5393ScqI+20GrtNWb2C99tUUZKonlUhvREAEyiUBIi0TXTlQwuy3zfObKMzsOhEVotPTnwSW30LRkAOPLztOROewJO1DGI8wPqFs2sFWlUS39xLXP3OOLRsDb5hU2+kXSeslLl+0X4+mCT9rLrvsMtsZhHaxxWagkPuiC+LGUP5kuijQ/jx18Eyg3BkzZvjD9urbwzZT7FbgmbBNEpH4vWR7Zvp0ub5WI0NQqUQERKAcEMCiiBUSq27cTJlvItZfZguzuc349KXxiqUHS6oPJJFLnVhtuPZwAJx0+VnDg2tmOPpiurT+OC6SlB12nfTn8n2lDfCPWqrzLU/5qhaBovxegm20HB4Rwd6+qejHLA/AnY+gWMyiY2EoiuDqx++FQH1RybX/yVRWtOy4z1jTWYPs1+jFpWEoQ7v4nbPOLipJyojmifucrZ64PDomAiJQfgiwbIT+AEsqXi5lIfRVjB/SWX3TtYm+lHEWMRSKKgT8xOqKN14woWoWZjz5vDdbuPyijKHgzBI0xkzhcS1eUcR9ICYGu4FwnuCD0QBgvh1FeWb6MsKvcoEO09B7EShjAqwtDSw2WVvh3WyzJizFBHTm+SrkrBVJKnSguSi/lFscD4to+7KtcY6m12cRCBMoyu+FrSEYvDAZhHs9imo46JzfaixcX67vcXtOJ7n2P5nKSldH+HjcgCx8nvcwaBZMHKaTJGWkyxs+nq2ecFq9FwERKH8EmLQOr28tixbm2of6NtKXFrU/9WVFX5nsjJvwJF0+YyiWohGokdguLNUJK7/RuvmcbUxVlGdmXH1SgOOo6JgIiIAIiIAIlFMC7FdLUCqibDJjzh9r1dg2gmMEZpOIgAiIgAiIQFkRGDRokJs0aZJNTBIrpryJXKDL2x1Re0RABERABEQgCwFccdnCg8B5uPQRUIXI6pmsoFmK1GkREAEREIEqQoBlZwS8IhI1bsrFLQT2Imo/UbjjBC8mlvwR8ZlJ3NIWKcClTVz1iYAIiIAIiIAIiIAIiIAIiIAIlAkB7QNcJthVqQiIgAiIgAiIgAiIgAiIgAiIQGkTkAJc2sRVnwiIgAiIgAiIgAiIgAiIgAiIQJkQkAJcJthVqQikJ8C6DDY+TypEgmWdRVJR+ZlJlTc+mVurs+WZAL9NAlPlstsgv2XyJZXSrCPXduXSL8EIVhW9jqT3TelEQATKjgB9TS79U7ilufbR4by5ji/CeekjyZ+P5POcCNeTy5g0nM/36/my5npzeSaE6872XgpwNkI6LwKlTIB93latWpW4Vjpy9lhLKuWx/N9//z1p8x3tZ6+6pAKfilx+0utUuvJHgO8ee1zn8vDnt0y+pMLAxO+jnTQPv4dcfhMMQkqrjlwGWrn2fdwHriNXvuyxLBEBEag8BOgH8v1dky+XfipMLdfxVzgv/Rd7AOcj9Pdcc77KJO3OV6g3l+dNuB5Y5/L8DOfN9l4KcDZCOi8CIiACIiACIiACIiACIiACIlApCEgBrhS3URchAiIgAiIgAiIgAiIgAiIgAiKQjYAU4GyEdF4EREAEREAEREAEREAEREAERKBSENigUlyFLkIEKhmBnj17VrIrqrqX8+yzz1bdi9eVi4AIiIAIiIAIiEA5IyAFuJzdEDVHBERABERABERABERABESg5Ah07dq15ApXyaVKIB9Dg1ygS/UWqTIREAEREAEREAEREAEREAEREIGyIiAFuKzIq14REAEREAEREAEREAEREAEREIFSJSAFuFRxqzIREAEREAEREAEREAEREAEREIGyIiAFuKzIq14REAEREAEREAEREAEREAEREIFSJSAFuFRxqzIREAEREAEREAEREAEREAEREIGyIqAo0GVFXvWKgAiIgAhUegJ9+vSp9NdYlS4wn2ijVYmPrlUEREAEKgIBWYArwl1SG0VABERABERABERABERABERABIpMQApwkRGqABEQAREQAREQAREQAREQAREQgYpAQApwRbhLZdjGb775xq1atapQC77//nv37bffFjpWFh9mzpzpXnnlldiq//rrL/fBBx+4zz77zK1ZsyY2jQ6KgAiIgAiIgAiIgAiIgAhULQJaA1y17nfOV/vII4+45s2bu+OOOy6Vd/r06Q4l+JxzzkkdK4s3X375pVu7du06Vc+ZM8fdcccdbscdd3Tfffed/Q0fPtxtueWW66TVAREQAREQAREQAREQAREQgapDQApw1bnXJXalBQUFbtmyZa5BgwauWrVqqXp++eUXV6NGDYc1FkWVc9WrV1/nPAdQVDfZZBP78wl+//13t8EGG7j111/fyuA9dX399dcZldmHH37YDRw40O20005W1BtvvOHWW++/zg4//PCDlVOnTh3322+/per07SUTVmPavdFGG1kZcdfIedKR5s8//0xdG+UwQdCwYcNC9VpB+icCIiACIiACJUgAzy2ecwjPz2bNmhXpWTRu3Di35557uhYtWhRqdbgef2KrrbZyPFvLQpYvX+5+/PFHq3qzzTazMUlZtKMs6sRTb8WKFetUzfikSZMm6xwviQP33Xef22GHHdzuu+/ulixZkqqiUaNGNhb0BxYuXLiOZx6GFsZ8S5cu9cnctttu60gbJ5988olbvXq16969e9xpHROBrASkAGdFpASZCNA5DRkyxJQ9lOB+/fq59u3bW5YuXbq4E044wWExPu+889wLL7zgrr/+ejv38ccfuwcffNBdd9117tprrzVlkwfXLrvs4vr3729phg4d6rbZZhs3Y8YMd/LJJ7uDDz7YXXTRRe7XX391tWvXdjxo6SCjgiL9+eefpxRg3x7SjRkzxk2cONG1bNnSLNvvv/++HaMj7d27t50j3TvvvOOeeuopa1+6a5w1a5a1DeWdh+2wYcPc448/7saPH29lMzi45ZZbMirrdPj8hQVlWlJ5CPgBmb8i7i8TKhIREAERKAkCeG6xBGjrrbc2RYNn85lnnun23XffvKqbN2+e23777dfJG67HnzzmmGNSYwB/LPw6efJkeza3atUqfHid9zx3Z8+e7Xr06LHOuXQH3nzzTfevf/3LJtw7d+7sjj/++HRJi/V40msqjkrTcZk/f7574oknrArGL/DddNNNbQx19tlnF0fV7oYbbnBXXnllbFl831Be+/bt6xhXXXXVVa5NmzaWlu/frrvu6i644AL7zDgORRmjhhfKJd0DDzxg468DDjjAxnuME5EvvvjCvssoysill17q8OzbY4893HbbbWfH9E8EciHw329fLrmUtkoRYPb3ueeeS10z638POugg+4xFF8UPaycd8MiRI1MPPyyhe++9tz14sQDfddddNmNXs2ZNK69Tp042K92tWze32267WXkoujzwvLsy+R566CHrKFGE6fx8Bzx48OBUm8Jv6IBvv/1299hjj1k7eQjWqlXLFM1p06Y5HlYbb7yxYw0xHXU2yXSNixcvtmtGAf7jjz/c1KlT3YQJE6y9kyZNcmyZ0bNnz7RVYEXGCh2WOLfu8Hm9r1gEovdXa9Ir1v1Ta0WgIhJAAfRLl+bOnevuvvvuQgowE7QoIJtvvnmhy2NC9qeffko9gwudjPkQrid6mrKwRNevX99O8RlFiec7VmnvYRX1AOO5uGjRIvfpp5+6qGcWSla9evVSecN1HnvssVYfk4xe+aVOrpNysIbjlYbQL2+44YYpyzh18uzlGJLOkyvJNfk2Y5HeYostrH7Kx0rL57DwPIheE2k5Tnvh58dD6bhQ3l577WV/vD/jjDPMkBC22Ps2UQblch3h6/fnyY+sXLnSzjO2QfBqe+utt4wL940ywnLnnXeaQuqPMVbzBg8mfBnXnXLKKanrHzRokBkyfHpeaS9L6xjjcR7xZTDZgvGDiRwvGEsY6918883+kF5FIDEBKcCJUVXdhMzoHnHEESkAzDKi7CGNGzd2KIFYS3mIsS7XCw8aPwOIC/J+++1nQaso6/XXX3dnnXWWuQ3jnoNyy0MAN2lefYfP7J6fJcSVmVlBL3SWccoix1HEmSl98cUX3Wmnnebuuecee6C2bdvWlF/KCD8cfJlxr5muETdr/4Bg7TFtRWFHeHAxc55JAWaGlr+w8KCRVB4CDNbCwv2N+96G0+i9CIiACBQXAZRc7x7Ls5slQig8/O28887u8ssvt6rwjsJjCw8rzt14442OCet8hAloJpn9BOBtt91mk9I8JwlOyViha9eu7toYD7APP/zQPLNQxK+55hpTcHB5vfrqq01xXrBggRswYIDbf//9szYNTzKun/q++uor8yZjYmDEiBE28X7ooYdaGYwR8ChjfJLOkyvJNaHk4fnGBD9jIyyXKHR4hjFGwpLOdSDprgnvMibrURxRRHmGYO2M42IFJfgX9sgbPXq0gwsee1hiEdrMhD11XnbZZabgMn456qijHBZkLLq0BcsrltzWrVunamXCgb90ru+M6/geYTyJTgCkCsnjDWMz/73OlD3qhZUprc5VTAJx95iJGj/JFndVUoDjqOhYIQJ0XF4h5QQKm1eAsaZiReWhwRrgKVOmFMob/sAD4f7777fZYBRHrLDMkF5yySWuV69eFrSKB2Y6YcYxF9dRHmb8MdNJtGhmJNMpHnTQ6SxzSa+R9vGg6tChQ+oSmJGWiIAIiIAIiEBpEsDqyzOW5xoTwUceeaRVj1sxz8Lzzz/fPmNFQzFknSbHsRTzLOMVzy8Uo0wS9RDDcodiggcUk8EMQLHkMlGMZZLlSUcffbRZK1Ga4jzA8AjDkwuXZpR1BM8qFEcUdhQplMokCjB5WUp18cUXWz6uFwWY8QhtRwFmXIDS2TtYBpXJkyvJNVEfSv+pp55q4wE4jh071jzgOIeXG+MerOKZrunnn392o0aNIos799xzTVmO42IJEvxjQsN75GVKjtKLZRjPPsZOtBXBwss4z7cpXAbGhrBCzDmUfRRqhIkAvocsPfPCpIu3IjNuYiIkH2natKnFhcELMZ1gOZZUbgJx95jvlxTgyn3fy/TqeJgShICgB//5z38ytoWZRjrTZ555xh122GGW9t1333VYZXkYeRehdIWwlpcH+T777GNuSzzg/eylz8MDFddoZix5CFMmHTrlowyzhoVZZR7G5PeCUo/FGusz66aYYfaS9BrbtWtnlmcs2pT30UcfmdtQUkuzr0+vIiACIiACIlAUAjznsI7hOcWOCCh3CJPBTCQTDwNh8pdjKGYol7go8/zjWYgClE2iHmLeCsh64yuuuMI8vw455JDYYlhelMkDzGfiuY7lGCWd5zHCelECYmZSfHx+FHuEiXwUXJRL1qQyHsByxPVimWUMgHdaOk+uJNdEPcQh8Z4/rMUNe3XxmQmBunXrpr0mymgWuIh7YZyDtTisQPpzSV/DHnmZ8sCBCREszijMeO5lE9zp/X33ablnfP/4494RnJTvmhe+GyxNQ7wi7M/l8oq3AvVn+h54F/xwuXx3JJWHQNw9znZ1sgBnI6TzGQngVoMrES5GzADyAGW2E4tunBx44IEWpMKv48Wl+cknn7RgBzx0WE/EDCOzplFhjQszsCeeeKJZm5nVjQoPVGa6cdOhw0cB5qHlA27gckWbUUpRvMPCjC3BGXhI+vScT3eN0ciKtJ/ZbCYEeHgxq5xunXK4Xr0XAREQAREQgeIkwIQxlk6spFjbcHfFsoeygSLlJ4/xWEIZQ3huMsHslTbvvpypXVEPMZ8WN1msva+99ppZc4kB4pVCnyapBxiKE5YcrskrUbQ7qnT5cjO9kp8JAF47duxoll8myf2kPHzSeXIluaZo3VHlzn/O5ZpYQpaL91u0DXGfqT/O643vCIGo3n77bWPDmIsxXibBuIDrfFhQSFh+RruZfMHgEB5z4QqN8lpUIdq0n+AoalnKX7UISAGuWvc756tlnU1UwlEZUUrZHoEZ1ehaISy9UcEFij8vKKkovN4qy3FfPtGlw8IDkIAHBJLAghve2iicDoWXP2Z2SUdH7+Wkk06y4Bh0yszKMjvuBfceZqpRXMNuE5mu0QcD82UwG44CjjsGdUtEQAREQAREoKwIoByg7BK7g8ljJqFnBDE3CBLFsxEFh2O4yKJMMImLkob7cb6C5fjll192hx9+uMNFFRdZyo4qwEk9wJhcRnnimY4STFtZmuSV+Hzbifvzvffea5ZkJr+RdJ5cTLgnuaakbSmpa0paP14BLF/DaIG137uQMmmB+zLjOlyuWdPMmCjdeIv68JrDzTlO+I716dPH4rDEuU/H5Ul6DAMHsVY01kpKTOnCBNYLf9B7EciHAB1cVPnNtZxcOjBmDTN1xr5u3GvCyq8/zrooXJTiBAtyWPn1aXK5Rh5suVyPr0OvIiACIiACIlDcBFBAHn30UVubSmBJJqyZaCYQJdGWsQAzGc1SIdabYulEccV1Fesoyuett95qilK0bSiQKM3+j3WfKNBsdXj66afb2lvcjv1OD7wykY0CiwcYyjHKJ2t9vQcYdeCKizu29xZj8vqOO+6wNrOtIkucokJbCOTFVkhYnLMJlnBcYQnWybMfCXtysV4YpY22JL2mbHWGzye5pnB63ke5RM8n/czkxEsvvWTWeSZB/JiI8REcWSPOfeF74sdbKMt494X3+PX1sRUR9zxOsLQzaRE2OGAI8d8ZXjFsvPfee+Y2j0LOdzabYKX2gVazpdV5EYgSqBZYwrQhZZSKPlcJAsx48oBlnUt5EizTPBgllYOADwTir8ZHgS7OaJi+bL2WLwK4kPqtaMpXy9SafAlEf8/5llPW+VavXm0u0bi8hoXnIkqgVwjD53J9zzpQ/lCuM0nYAyxTOs7Rf0a3bsqWJ5/zWBfjPLmSXlMudZbWNcW1ie9BnAGDe8J9Q/FPIlyDj9gdZ0RIUkYuaWg3kyasVY7upJGkHCY+kijZScpSmrInkE+/LAtw2d83taCMCDDjWd6U3zJCoWpFQAREQASqEAGUnqjyy+XzXCwO5ZeyKCeb8ku6XDymSkP5pU3pPLmSXhNlJJXSuqa49sQpv6TjniRVfknPNbDml62aSkNwn8eDIR/ltzTapzrKPwGtAS7/90gtFAEREAEREAEREAEREIFyS4B1w6UlSbfAKq32qJ6KR0AW4Ip3z9RiERABERABERABERABERABERCBPAhIAc4DmrKIgAiIgAiIgAiIgAiIgAiIgAhUPAJSgCvePVOLRUAEREAEREAEREAEREAEREAE8iAgBTgPaMoiAiIgAiIgAiIgAiIgAiIgAiJQ8QgoCFbFu2dqcRUg8Mgjj7gtt9wy0ZWy1cqaNWsSR0NkuwLSl6fy165dmyhaKEBoP+mTbiMEn/JUfqKbqkQiIAIiIAIiIAIiIAIlQkAW4BLBqkJFQAREQAREQAREQAREQAREQATKGwEpwOXtjqg9IiACIiACIiACIiACIiACIiACJUJALtAlglWFikDRCPTs2bNoBVSi3M8++2wluhpdigiIgAiIgAiIgAiIQFkSkAJclvRVtwiIgAiIgAiIgAiIgAiIQKkSmDhxoqtZs2bOda5evdpVr17dbbTRRjnnzTUGS7iCv/76y/3888+udu3a4cOJ3v/666/uhx9+cPXq1XPrr79+ojzhRN99952rW7du+FCi9wUFBW7ZsmXW5ho1aiTKE070008/uY033th4h48Xx3u5QBcHRZUhAiIgAiIgAiIgAiIgAiIgAiJQ7glIAS73t0gNFAEREAEREAEREAEREAEREAERKA4CcoEuDooqQwREQAREQAREQAREQAREoEIQ6Nq1a4VoZ1VsZGnEfpEFuCp+s3TNIiACIpAjAfZSXrBggfv9998T5Vy4cKGtV4om/vbbb93s2bPdihUroqfK5POHH37opkyZUiZ1q1IREAEREAEREIHSJyAFuPSZq0YREAERqFAECGRx4403uunTp7sNN9wwY9vnz5/v+vfv78477zz37rvvFkr78ssvu1NOOcU9/fTT7tRTT3WlMctbqAHBBxTz8ePHpw6jkKPYS0RABERABERABKoGASnAVeM+6ypFQAREIG8C//jHP1yDBg1Msa1WrVracj777DN3xx13uPPPP9/tvvvuhdKtWbPGjRgxwt19993uuuuucw888IC788473Z9//lkoHR9++eUXO7Z8+XJH5EuE15UrV9r78D/KXbJkSSHLNGmxVPOKguuFz4sWLXKffvppqo7wuXBaf5xyaIdEBERABERABESgchDQGuDKcR91FSIgAiJQIgSw4uKy/PDDD5tCucEG6R8b2223nSm1cUryl19+6XCjbt68ubVz6623dptuuqlZZFu1alWo7SeccILr1KmTW7x4sfviiy/clVdeaVZbtmLYfvvt3dVXX23pUWQHDRrkGjZsaGlRvA899FA3a9YsN23aNIflGqWZrR+GDx/ucHceM2aMY2uFa665xt18881WzjfffOMGDhxYKC0nHnvsMTdz5kz322+/WbrbbrvNbbbZZvZe/0RABERABERABComgfQjmYp5PWq1CIiACIhAMRJ48skn3bbbbuvOPvts20dwv/32MwsvSi77IaLUIiiz7C8Yp/xyHuW1SZMmvE1J06ZNY626KJy4SKO4YjEeO3asu+uuuyzfySefbBbZ+vXrm1KM4oq1mbace+65pgCTkP0SR40aZXk4/sknn7jddtvN9e3b17355pum8NrJNGlbtmzpJk2a5B566CHb7xFlO5PyiyU6akFGAZdULgJx3gBbbrllXntrVi4yuhoREAERqDgESsUFmjVXrLHiL+7hURa4sEa8995767jB5dIWrotBT3kQ2sIG21HhOJtfl6WMGzfOXA7Lsg251M2G4XxXcZeUiEBVJ4AVFsX1nnvuMSswVtT333/fsFx44YWue/fu9of7cyZBOfbKsk9H/8nxqGyyySam/HIc63BYceYzyii/zw8++MC1bdvWstesWdPctFmDjDRr1sxe+bfDDjuYApw6EHmTLu2+++7rrrjiCjdx4kS3xRZbRHIV/ojiX6NGjUJ/G220UeFE+lThCUTvMZ/TTfpU+IvVBYiACIhAJSVQKgrwRRdd5O677z734IMPuuuvv96sB/koZZMnT3Z+cJPv/cCycMYZZ7iRI0daIJbTTjvNvf7663kVx3VhdSgPQltw6QsLg8NevXq5F198MXy41N/PmzevVJTw6Pcj+jnphWPxOuecc8ztM2kepROBykqgbt26DkUQQaFr3769TR7y+f7773fPPPOM/WExzSRbbbWVQ0kOW0VRZDmeSaIKcvgzike4PBTsOBft9dZbr1C6TPWF015wwQVuwIAB7o8//jDLcabI1eTDQhz+Q5GXVC4C4fvr33PvJSIgAiIgAhWHQKn12qzTQvklmAoz+EQD9ZIpiAlpCJJCIBIUOizI4W04yIs1N3wMy4D/HA2wQtRRLAasB7vqqqssKEt4kMJgaunSpTbgIW80v29ztleCuHz11VeFLB4+sAt5abdvI58ZYIUtjqxJi1p0fX7ShQd95PeCa58XXAdx+QsL+b7++ut18vvrDreBfOmO0/aou5+vh3sUNzHAujt/DT5t+HOUSbq64+457Ql/P6KffX2sB6QdmeSll16yYD/PP/98KhkTJ2HrFZy4Z164juj99uf0KgIVmcABBxzg3njjDbsEvvesB8YNOldhzS8uzazPReirNt5449Sa4FzLQ9Glf6M9CP0lfRLrkItD6EN4XmB9xu2augi2JREBERABERABEajYBMpkDfDmm2+eUp4yBTGZMWOGrRtjlpVBzZw5c8yCgMLLVhqs6SIYCu5ruKwyU7///vvbACucd9iwYam7hLsSCiCKbfXq1S14CgFUEJQYLKm4wNauXdssE6x9Yy1aLsK6MQLGbLPNNjYoY/sQBn+sQyOICtc/depU21KEKKgIyjhWx0aNGtnaNNrC38477+wuv/xyS9OlSxdHcBi2Ihk9evQ6LnlnnnmmTTDstddeZtWuVauWY42dF9yhhwwZYte8bNky169fP7PmcBxGtAtr7dChQ22wl+447oC0AUa0kevD/RAl8bLLLrO1dwxOd9ppJ4eLJEIgmUcffdSURAaTxx13nCnJvXv3NvdC0rzzzjvuqaeesgix6epOd88feeSRQt8P2hL+vlAnbcN6xDUeddRRtqaResPCAJfvxdFHH233kHIYpBO9lgEwAXYQ3EH5bhxxxBHu8ccft7WIBPdh4uKWW25xrAlLIijRYUWaPNFJiCTlVOY00ckU+DA5Ej2ejoFPH57ASJeW4z59SZefqQ3l6dzBBx9sgab4DbEF0oEHHuhatGiRton0zfSvrPnFXZpJT7xuDj/8cOvbmAxlco41uvRHRXEfPemkk6xtWKJRfvmNZxOCaN17770WWOuGG25Im5y+4uOPP3YTJkywvpE+LjqhmDazToiACIiACIiACJRbAqWmAGNVw9KK9Q0X07///e8Ghf0Y0wUxYe0ZrsoowMjnn39uigkKHsLABAUYJZHBD5FCUYCRaF47GPzr2LGjue/16NHD7bnnnq5r166pwRyWBJQYykEGDx5sr/xjMOwH0D7YS+pk6A0DvylTpphShCKFFZHrJYDMHnvsYXUfdNBBZlFhALhq1SpTHrEeUverr75qr0QzRdhPk3Moxiibe++9t0PRjRMGpUwGvPDCC6ZsXnvtteaa6NPSHhRdFH5cyWGLOyPRUlnHR9RVJgc873THaScDWAaIvD733HOmmGMlog1e6WUiwCt3TAZcfPHFdp+4JhTgTJKu7nT3nAF29PsR/jx37lwbvHP9WHbSrUWH3SGHHGJulLDmfqD0woa1zLzne4AVq3egvHN9TGbQLpR+rhmrUc+ePTNdXuoc+bNZpFOJq+ibdHzSHU+HicmMXKSky8+lLWWZlv6ACSB40Pdlc/dkoiudsBaX/hFrLRNu6QS3ai9YoPnzwmShFyb4qI/ymJDzbaOP5c8LexJ7ady4sfvnP//pP1q6dGmZVKVP54/JU4kIiIAIiIAIiEDFJ1BqCjCKFZY0BilE82RdGZYW3FaxCCDRICZYEL0yFkXNgAQLH4qhd4HDqkk9SLq8rGHDosqAibW/KLknnniiO/bYY00pDQ+0UOa80otSh2s0wj6X6da70aZddtnFrIikRSHHOuEV4H//+9/mPshgEmUKpZFBHAND5JVXXjHrFlt1IFhHOIb1hQFYmzZt7Hi6fyjHffr0sUEdynBYGPgxMYCVFesMlnSkQ4cO7vbbb7dzXL+3iKc7zoQD9w2rO0xQKBGURSyiXrBYe0FpRrCMovSh/GeSuLoz3XPf5nRlYvVhIgHXdxTbdC6cKMAor9wXgt7wmfu06667OqxFP/74o1035XE/+A6h+BIpFmFtOxbmpAow33n+wsJ3U/JfAtF7Cx9+l9mCEvkSUHxJn1SBKa3yffsqymu6vjif9mdSfstDeeE2MHHIn0QEREAERCAZAZaq4ckXJ4wHGTdJRKAsCZTaNxC3OJTfqCQNYhKXzwdk8S50KE116tSJJo39zAAMN1iURNyQUYCxaOJaGScosUmEMrzSTHre+x86ShTBwIigiiKL9RXrBUoT1mGE/CjXXiHmmpgsSCpsDYJVu3PnzutkISgUdaOkNmjQwCwxJGrXrp1tF/Laa6+Zco/Ch6t1uuOXXnqp22effWwtN8qCt6xl4hdujL/nvNJJxklc3dyjfO85rpsPPPCAe/vtt816i6UWq1ZYUOhRzlFgvXz00Udm+WLwj/cAll/OH3bYYZaEa2ZdI/fJC+2UiIAIiIAIiIAIiEBVJIBh5MEg8C3CXu6M9bwhhKUqScfqVkCaf4xpMXZF95FPk1yHRaAQgVILglWo1v/7gGKYbxAT8hLMCoscyiJWVJSbcECruDqx1LF+1Qtr1LxVFYWUiMlegcVtNldhP0rysY4YwfUbxQmhbVihsCqiMGFhxiKLUorCh7C+jnWurVu3tutC2fIKtCVI8O/000+PtY5hKcf1GOU1bM1hvTTWeBRjJir8rF3ccdywWSfbrVs323vTs6JZWFXJ4ycRUDhJn05wp4SHt6yjgHqJqzvfe06ZuEPDGbd3IrsSzTXcdtJwX7Ba46rt/2BFWxAmBnhPOViREe4blnQC5fA9pJP3kWJZ3+6vzRLrnwiIgAiIgAiIgAhUcgKM7Qh8yx/xH1hm4j+j/KIgewMI40/+MEB44TzHvPA5vHSNz+HApz6dXkUgKYFSswCna1AuQUxQlnHVxcKJhdLnRdHih8OWP9nkyCOPtCBLzExhTcSFmsBXCGuLsQziEo2FlHWr2YS1p37dGRZl2kC7WFOLuy/nwoFWUJiYtfKBrXbccUeHldFvBYIlmDWlrFGmk8DVlmstDkG5w+qJ9RsFG1fmsWPH2qwc63K5Zjii/CG0PXqcTo31sAT0gh9KM2tjUdTh9/TTT5u7Nu7uTCiQPpMQYAz+sArP4sXVTTmZ7nn0+xH+zDYuBL7xVmr4+vtGuSjtTH6MGjWKjykhABDrBY855hizzONiz4SJd4lEKWcygPuNNwFKtV87zvpo3M799ytVqN6IgAiIgAiIgAiIQBUlQLBVxtgYFVjix9gJY4KP18BSQwwWKM6PPfaYBVL13oYEk+VYONApxpt0EjV2pEun4+WHgL9njM157z/n0kK8TPlLJ9WCwuN9ftPlKKHjuNKGg5jkUg15c11TxuwRghIXFQJTYSFFsQN6rlGgKY+ZK9b55tou3xaCbuG2y19xCreb9bfRdafUwXXHuanHHcfCjfLnFcFwG7luFOC4c+F0/j1re+Gc7l7EtSmfe059tA2lHEW4OIX7DZOwZZ3vGPXkasHn2lD0Jf9LgKBiYYEP35eKvgY4afvD1673FYsAA7ZsAf8q1hWptdH+SEREQAQyE2CXDsZH4QCuBLDFANW3b18bIxEsNqwAs7uIV4AxMOC9yRgRzzq8J5FrrrmmUGDcdK3wsYGi54mXIymfBDBsFlUYj8fpOr7cMrcA+4bkqyiSP5+8ccqWb0ucwuXPJX1F6cmnXb78TDfNp8nnldmQdGWnu+6445lczcNKYJI2ZlKU4+qmzHzZ5tq2JO0nDfc7Wnam71jScpVOBERABERABERABCobATwekxgI8OC74oorbJkdu3TkKnHjSAw7kvJLwN8zJpHREfIxWmXSLbjycqMAl8fbwI+unBjIyyMetUkEREAEREAEREAEREAEikSAJWl+TXC0IOK2EMeFQK1YjNlJhuCjSSVuKZ4U4KT0yiadv2d8J3LxKM2ltWUaBCuXhpZFWtZ0+qh1ZVG/6hQBERABERABERABERCBykyAIKLEw/FGJx8UlaVkLDsg0ChrhYntQiBWiQgUlYAswEUlqPwiIAIiIAIiIAIiIAIiIAJ5Edhuu+0sKBbBrNjOk8CoCK6vH3/8sZswYYItfWMJH0owEg50WlzBYq1g/asSBKQAV4nbrIsUAREQAREQAREQAREQgdIl0LNnz3UqHDJkyDrHCIxFkFbcX8PRewcMGOAIlsqfd40l8/HHH29/6xSkAyKQgIAU4ASQlEQEREAEREAEREAEREAERKDkCGy66aaxhRPQKFtQo9iMOigCaQhoDXAaMDosAiIgAiIgAiIgAiIgAiIgAiJQuQhIAa5c91NXIwIiIAIiIAIiIAIiIAIiIAIikIaAXKDTgNFhEShLAmwc74NAZGsH+6QRKj6d61A0//fff2/py1P5a9euLbS2J9pmfRYBERABERABERABERCB4iAgC3BxUFQZIiACIiACIiACIiACIiACIiAC5Z6AFOByf4vUQBEQAREQAREQAREQAREQAREQgeIgIBfo4qCoMkSgmAnEbRtQzFWUy+LY8F4iAiIgAiIgAiIgAiIgAiVFQBbgkiKrckVABERABERABERABERABERABMoVASnA5ep2qDEiIAIiIAIiIAIiIAIiIAIiIAIlRUAKcEmRVbkiIAIiIAIiIAIiIAIiIAIiIALlioDWAJer26HGiIAIiIAIiIAIiIAIiIAIlCSBiRMnupo1a+ZcxerVq1316tXdRhttlHPeXLehDFfw119/uZ9//tnVrl07fDjR+19//dX98MMPrl69em799ddPlCec6LvvvnN169YNH0r0vqCgwC1btszaXKNGjUR5SiuRLMClRVr1iIAIiIAIiIAIiIAIiIAIiIAIlCkBKcBlil+Vi4AIiIAIiIAIiIAIiIAIiIAIlBYBKcClRVr1iIAIiIAIiIAIiIAIiIAIiIAIlCkBrQEuU/yqXAREQAREQAREQAREQAREoDQJdO3aNe/qnnjiibzzKmP5ICALcPm4D2qFCIiACIiACIiACIiACIiACIhACROQAlzCgCti8V9++aV777333C+//FKszR8yZEiqvHHjxrlPP/009TmfNwsXLnQLFiywcn766adCRXz++efulVdeKXQs1w9E3Bs/frwjip1EBERABERABERABERABESg4hOQC3TFv4fFdgW//fabO++889yWW27pNttsM1OCL774YrfPPvsUSx2vv/56qpx58+a57bffPvU5nzcXXXSR22GHHSyk+wcffOBatWrlrrrqKrf55pu7WrVqua222ipjsSjQs2fPdj169IhNR6j4Jk2auGrVqsWe9wdvuOEGd+WVV/qPehUBERABERABERABERABESinBKQAl9MbUxbNevbZZ13btm3d+eefb9V//fXXtn8XH7CGrlmzxpTNlStXuvr161saLK8bbLCB22STTewz//y+Xw0aNMiqPPpMlL106VLboyy8txpWaPYOo34U0qgyOmjQINtf7I8//nCjR492I0eOdFdffbUp8OE9x2gT18MeaLSX8hYtWmTW43AdtIP6//zzT9vnDR5hWb58udt0001Te8exp9tbb71l1nLy+f3VYLThhhtaO8L59ZUzm70AAEAASURBVF4EREAEREAEREAEREAERKDsCEgBLjv25a5mFEaURK/8NWzY0PGHzJo1y02dOtWUW5TARo0auQ4dOriZM2c6XKbPPPNMd9hhhzmsqrg6k4/Nr/v16+fat2+f8Vo/+eQTU1qbNWtmLs0DBgxw+++/v+Xp0qWLO+GEE9z06dNNwd1iiy1iy0LZ7Natm+vevbsbOHCge/XVV00xvfzyy61Nw4YNM8swluehQ4daGWPGjHEo8Ndcc427+eab7RpnzJjh2PAbCzh5qP+ZZ55xWMcvu+wy24QcBXqnnXZyF154oVmcUXYvvfRSd8EFF5gVmnQowtR11FFHubPPPju2zRyENX9hQQmvqpLE7R4+a9euTeyiD99c3NiZHCF9krZwn/Itv6re46p23Q888IB5o9BvJJGff/7Z+o+NN944SXL3+++/W5+F50716tUT5eG7zWRieOIyU0YmGOnn6H/pa5PIr7/+ar+j8ERkpnz8jr799ltXt25dm4TMlNafo1+mP2BSMonw2/7mm2/sWZALX9pWs2bNJFUojQiIgAiIQAUgkOyJXAEuRE0sOoGOHTua2zMuwXvuuacjQl6LFi1SBTOgufPOO+0zima7du3crbfealbUm266yRRgBmAojijA8+fPN4tsNgV4woQJpgDvvPPONgDCndgrwAzU9t57b1OwUw1J8warNG7PK1asKJRi2rRpphh36tTJFHyUWwYzffv2dW+++aYpzD7D4sWLrc2kCcsbb7xhLFB6kUmTJjkGhfA44ogj3KhRo+z43LlzbYAIAwamTBZkEgZwq1evzpSkSp1btWpV4uvNJS2F8v3NRUq6/FzaorQiIAIiIAIiIAIiIALFQ0AKcPFwrBSl4MKLxRS3XtbrDh482J144onu2GOPtetr2rRp6jpZb8v6WAQlGcURady4sb1/6qmnzCqBdTiTMLM+Z84csyizHhfBcowlGiUa60GbNm0yFVHoHDP8UUsLlurbb7/d2nXAAQekrNqFMv7fByy7UeWXU1iUUXS9YBmOE9Y1f/XVV2748OGmuO+3335xyVLHUMSj1osffvghdb6qvfGu9ZmuGz5YgLEUJREmIkif1NpVWuUnabvSiIAIiIAIiIAIiIAIFC8BKcDFy7NSlEYQKVx3cUnGwukV4PDF+bWu/phfmzt58mT3/vvvm7LIGuApU6b4JLGv5EPxxkrsy0BhrVOnTmz6TAc/++wzc2nGFTAsWKqx0L722mvujjvucIceeqi5VYfTZHvP9SZxo8U9EJfHt99+21yqsRSPGDEibfFcs79unyj62R+vCq/rrZc9ML1nliQtzMpr+qpwP3WNIiACIiACIiACIlDeCGQfbZa3Fqs9JUbgoYcesrW2voIPP/wwJ+sr+bDiHnfccRY5Os6S6sv2r1hrCTT1448/WkRnrMwoj0mtdb6cJUuWuPvvv9/W7EaVc9b1YhnGgnvKKafYmmCfL+krllzK8UowSm7cGlG2X2ICABdy1gTjjo31USICIiACIiACIiACIiACIlD2BGQBLvt7UG5acOSRR7rrrrvOPfjgg2aVJdAVWw3lIrgGY/HEity6dWvHut6xY8e6Xr162WeiNrM+FqWX9cMEnzrppJMcx1EqWVdL2qRyxhlnOCyBKKaHHHKIreuN5uV8//79HRZpymdrJwR35Xvvvde2MGIro0yy1157uaefftqdfPLJjuApWKx9cBeukTZff/31do4yvcWY9dRJLZWZ6tc5ERABERABERABERABERCBohOoFigOBUUvRiVUJgKsmURwTc5H+EoRyTTXqJmsPUZxLikhqFHt2rWLVDxRo1GAs0VbJR0KctQanaRyODApUBWFrbiyCXywqqeLCB7NT6Ax0vsJi+j56OfyVn60ffpccQjw3eP7RHC+aGyCdFehKNCKAp3uu6HjIlBcBAjQiecdgrceBoKkQp/26KOPmmEBr7fFQQwYgqimk+eee868CePqYJkdhoKkz/NoHew6wtaXuQpxZvr06ZNrtlT6J554Iq8xMuyIXB9dqpcqOMMbPBl5PuQzjiUIKPFN2Ao0n3Epu6MkjbsSvgT0AeL60OakY7Bw/qRj7nCepO9lAU5Kqgqly1fx9YhYc5mr8kveklR+KT+fToN8YUni1k36pOnCZeu9CIhA5SNQlEFWeaPx5JNPlrcmqT0iIAJ5EGAHjH/96182Ody5c2d3/PHHJy4FZeqdd96x9LVq1bIJvkyZUXyjwT59+nfffddRf75CwFaJCORDQApwPtSURwREQAREQAREQAREQAQqIAGCm2IRZCcOr/zi/YenCvFNsBJGLXakjzqNMtlPOo7j8RKO3+LLY9eQsAcMS9HY83vrrbcuRI56fZ1YSbF4eoOMtySiTFflQKGFgOlDkQhIAS4SPmUWAREQAREQAREQAREQgYpNYOjQoeaJx/aVbOdIzBOCmiJjxoxxEydOdC1btnTNmzdPXeisWbPcW2+95S655BJ32mmnWcwXrxCffvrpbvTo0bYtJFbePfbYwxFcdeDAgW7bbbc1rzyUYWT16tWud+/eVgefsTCznSZxaRYuXOhwdWZrTNxp+/XrZ3FYSJdEWP5W3IIrMgp/rsKEA8p8Pm1iKReTAvnkJR+CS3E+Ewi0O596/YQJXgOUkavw/aDt+cTSYbmin0CJq1cKcBwVHRMBERABERABERABERCBKkRgm222sUChWGgJHooCjCV32rRpjm0uUSpmzpxpu12EsWAx3meffWz7x8MPP9wUXXb1iC6HQ4lmzS6BRFEiu3XrFi4m9j0xVwieigI8f/58N3LkyJwUYK9kxxae50GUOazUuQpKLEphPm0iH/nzyUs+hLz5KMBFaTP1osT6NvA5qcCYuvNpc7ZYPVKAk94FpRMBERABERABERABERCBSkrAW3cJ0oSyhJL60Ucf2c4dKL9IixYtYq++U6dOtosICjCBrw477LBC6VBmKOuaa66x46wLRqnNJo0bN7ZAW1iECcaEhToXIQhhVAiCVRSpU6dORutiurLLOggWwcbKIgiWd5VPxyXd8ZIMgqV9gNNR13EREAEREAEREAEREAERqIIEsLphfUNhSmK9Y0tIXKdZK4xbdIcOHQpRozxfZqETwQeOp7OoYnlmm0yUtx133DGaVZ9FIC8CUoDzwqZMIiACIiACIiACIiACIlC5Cey6667m8ow1Dpk7d27aCz7wwAPdXXfd5cgTXX/JOs42bdq4V1991fJT3hdffGHvsQazdnjp0qX2ecGCBak6Zs+eba7YuFhrh40UFr0pIgG5QBcRoLKLgAiIgAiIgAiIgAiIQEUhcO+991qQKb+285xzzknbdNZSdu3a1XXp0sXcn9u2bZs2LW7QvXr1crfeemtsmu7du7vLL7/cPfzww65Zs2aFIkGfeuqp7qKLLrI9cokc7YV6R4wYYQG6Wrdu7bA0jx071urh86BBg2yNsE+vVxFIQqBa8OUvSJJQaURABEqHQK5rRIhEiOtQun32oq0uj+XjXuW3P4i2N/qZ9pMed6gkAp+KXH6Sa1Sa8kmA756Polo+W5hbq9gHeMMNN0yUiaifDC+S/q4JKkPgnbp1665jOUpXYa59H4FYvvnmGxtI+/WM6cr2xwkARNuiwXz8eb2KQFUhwO+N33R4q6N8rp3nMdbf2rVrr5Od3xrno9Zj6mU9cnH9DlkDXJQ92p944ol12rjOxcQcyHX8FS6C/gsGcdzC6eLe0x/jml6vXr0yWQNMm5M+C8LtL8k1wLIAh0nrvQiIgAiIgAiIgAiIgAiIQCECSSeNCmWK+YArdDolLl3kXtYIF5fyG9MkHaqCBLQGuAredF2yCIiACIiACIiACIiACIiACFRFArIAV8W7rmsu9wR69uxZ7ttYEg189tlnS6JYlSkCIiACIiACIiACIiACRkAWYH0RREAEREAEREAEREAEREAEREAEqgQBKcBV4jbrIkVABERABERABERABERABERABKQA6zsgAiIgAiIgAiIgAiIgAiIgAiJQJQhIAa4St1kXKQIiIAIiIAIiIAIiIAIiIAIiIAVY3wEREAEREAEREAEREAEREAEREIEqQUAKcJW4zbpIERABERABERABERABERABERABKcD6DoiACIiACIiACIiACIiACIiACFQJAtoHuErcZl2kCIiACIiACIiACIiACIgABCZOnOhq1qyZM4zVq1fnnEcZyh8BWYDL3z1Ri0RABERABERABERABERABERABEqAgBTgEoBaWYr89ddf3YIFCwr9LVmypEQur6CgwC1atMi9/fbb7rfffivWOoYMGZK4vOeee84tW7ZsnfTff/+9Gzly5DrHdUAEREAEREAEREAEREAERKDiEJALdMW5V6Xe0k8++cRdddVVrk2bNqm6mzVr5s4888zU56RvFi5c6GbPnu169OixThYU3r/97W9u/vz5bvfdd3fDhg1z5513njv44IPXSZvPgddffz1xtgYNGrhNN910nfRMBrzzzjvrHNcBERABERABERABERCBikWga9eusQ1+9tlnY4/rYOUiIAW4ct3PYr+a5s2bu+uvvz623N9//9399NNPbssttyx0Hmvu119/7erVq+c22GAD99dff5l199NPP3W//PKLq1GjRqH0kydPtnSPP/64q169ulu5cqW78cYbXceOHd3666/vKA+rLMpptWrVLC9lrlmzxs6Tvn79+nac9lDnJptsUqgOPixfvtxtttlmher37aE86mrVqpXl95l/+OEHq99/Dr9y/atWrXLTpk1zH330kbv55pvtNGViMW7YsKFbbz05WYSZ6b0IiIAIiIAIiIAIiIAIlCUBKcBlSb8C103wgOnTp7vatWubUovCSjABLL1YcDfffHM3b948N3ToULvKMWPGmLJ8zTXXpBRFf/kvvPCC6927tym/HNtiiy3c8OHD7TTl4cKMMokS3K9fP9e+fXs3a9YsN3XqVFNOUWwbNWrkOnTo4GbOnOm+/PJLs1IfdthhVgYKNMop7tsff/yxGzhwoDvooIPsXJcuXdwJJ5xg1zJ69Gh3++23u86dO7s99tjD0Waus2XLlo6JgLA8+uij7r333nMbbrihKdb33XefnUaJHz9+vKX/5ptv3C233LLOBEG4HBRv/sKCYl9VJYn7O3y4p0nSwvHPP/90a9euTZy+tMqvqvdY1y0CIiACIiACIiACZUlACnBZ0q8AdeMGfe6556ZaesQRR7hjjz3WFLy7777brKa8snYWRRJraPfu3V2nTp3MCozFFcW4b9++7s033zTlM1XY/71Bsd1ll12ih+0zFmEUahRgXKRZh4sCjOCWfOedd9p76mzXrp279dZbHZbmm266yXkFGEXp5JNPdltvvbX74osvTKH2CjDW2r333nsdt26su1wL1umNN97YFOv333/f6iLPU0895VCCsRoPGjTIffjhh2Y9RimfMGGCWZEnTZrkcKXp2bOn5Yv7xzUoouB/yWA5Tyq5pKVM7lsuUtLl59IWpRUBERABERABERABESgeAlKAi4djpS0Fy+d1112Xuj7vvrzzzju7Dz74wAJkLV261KEwIlhhsaIuXrzYHXDAAaa4pjKneYObcDqrZ+PGja0sFM7vvvvOrLu+mKZNm/q3pnw2adLEPrdo0cLy+JO4Q6P8IqT5448/zEUZKzXXE17j7PNg3W3btq0pvxyjTC8ovT///LNdM/lxu65Vq5abM2eOKb4PPfSQJcV9Git4JgWY9cZRd+0ff/zRV1XlXrfaaqus1wwfLLp16tTJmpYEfDexGDORkURwayd9SZefpC1KIwIiIAIiIAIiIAIiULwEpAAXL89KVxoW2OgaXy7y0ksvdfvss48pnljKvDsqVthRo0a51157zd1xxx3u0EMPNctwJjAop++++65ZjX06FEyUQyywWF6xPLMGeMqUKT5JoVeU0rD4tcLhY/49yk22tbmUh5IVJxtttJE766yzLKDXdtttZxxQxrFks+6ZSQAvWMszCe2ItiVT2zOVVRnOsX47m8CHvyRpKQsXc+5l0vTcj1zS51t+tuvUeREQAREQAREQAREQgeInoAg9xc+00peIKynrabt162ZRm8OK4owZM0zhQGE95ZRTbE1wNiBHH320e/LJJ92KFSssKS7MKJhY7ogcfdxxx5mSiTt1PoIyvTiwSCNs64TFlbXLmWTXXXc1xRvrLjJ37txUcq4XRfzBBx90t912mzvppJPsHMo/64+xMu+www5m1fbXlMqsNyIgAiIgAiIgAiIgAiIgAmVGILu5pcyaporLAwEUPxRdLyh2gwcPNmsta4OxhqLsjhs3ztx9sZ7179/frLW4Gl988cWWdfvtt3f33nuvu/LKK90NN9zgi7PXo446yhRqXIWx8hJYiu2XKJsgVSNGjLCgWq1bt3a4Xo8dO9aUzEKFZPiAJZm1ubhsswb46quvzpD6f09h+SZEPvXj/ow7tBeusW7duq73/wXuwpUaJR5FHVasR24WbBeFogwriQiIgAiIgAiIgAiIgAiIQPkgUC1wBy0oH01RKyoaAQI44VaKshgV1lFms7JG8+BKSplRSy9fUay4BNMqimDNxfqb1BWWunDtpv7wOl3cu9944w13ySWXWHMolyBfBMWi7HTXkbTtuJR7q3LSPJUlXZL99+DD5ALRwpMI95D0fv16tjzlrfxs7c31PJNATE6F17XnWobSJyPAd4+JscoieOowQZlE6MvpO5P+7ojW/u2339rkIpOfSQS+xI+I27s9Lj99M9H5mbRMGhMATyTaVtTnT1x7dEwERKBsCLBVZ58+fWIrzzYOIXAp496k/VS4EsYX9FlxSwvD6eLe038xFs51bE1Z9MfEpWGZXnTJYFxd0WPE4MHwk6vwDGB5IG1O+iwI18H4mr46Ts8Ip8vnvSzA+VBTHiMQVgqjSPL5gaI8RpVfymW9Z3EMPuLKjrY7+jlukITixXZKL774oinGRMrecccdU4p1uuuIlq3PIlCaBJgEwCOD3xMPQJQNoqgnVR5Ks62qSwREQAREQAREQARKioDWAJcUWZVbaQngio2LNrNx7EG811572VZIlfaCdWGVggBLAHDNZ906+2KzLIFJnLBg6eIvLOHto5i5Zp27j/ru0zHLy4w6r2Hxefmt+HPk5XeTSbDSMVMeFvL5aPGUFxZ/Ds+T8LZilBMnSctPd71xZeqYCIiACIiACIhAxSAgC3DFuE9qZTkjgCLBn0QEKgoB1rGH17Kz5VRUySTiOm6ufuuzr776yt6PHj3a4enA+nm+9wSTGzBggNt///0t0N2QIUNsyzNcnfr165faq5s19OwPPn36dEcZKNwzZ85MRY1HGQ97ZqB8EycA6zRu2sQc8Gv2hw4d6rbZZhtHoD329WbdvRfOUQ5KOO2kDVwLii5uX+wLTnyBXMpv2bJl7PX6OqOvWNhxMwtLdDIhfK4ivuf6kl4T6Zj08BMf2a7XT27g1hyd4EiXl3RwTyo+rXedTpKPOmgbrofpBG+oaDT/dGl1XATKAwG+z0wY+i0iaROfmUzETTaTPPfcc7Z9JH1qSUlp1FFSbVe5FYOAFOCKcZ/UShEQAREoNgKsq0EZHTZsWKEyd999d1MWGRzhGv3888+7ww47zNJMmDDBFEIC0aGgoqiiALM2h3IaNmzo5s+f70aOHJlSgLEA77333u7MM8+0MiZNmuTYJ5u1U0R7Dyu/JCDqO+VgoUYGDRpkZbZq1co+o8CQP24d/7bbbusuv/xyS48C/Nhjj7n69etb8D2U5h49euRUPko9ynf0eq0hMf9Q9Cr7Ht7eoh9z+WkPoWzmIqVRB4p8dLIiWxtRDNIJ32cpwOno6Hh5JPDee+9ZcNDwM+CVV16xyU0f3yRdu1F8S3rpTLiOhQsXWt9NHy4RgeIiIAW4uEiqHBEQARGoAARQSHDhZ5sy9rEOC4N4lFqstEceeaR76aWX3D/+8Q+z+s2ZM8c1atTIBiLkwdqLxbVx48ZucbDN2FNPPeUIlIGLtBeCXrRp08Z/dPvuu6+74oor3H777ecOOeSQ1HH/BkW1U6dO/qO15eWXX7b9xjm4xx57xCq/nPMeGVhuWbuP8ouwZIGBHZK0fKyX6a4XBT1OWFcdtYhkUpriyijvxwiCUlJBsLC0MrFCgKqkwWW8JTfpYBxLLl4BderUKdYgWKyrl4hAZSLgPR/o1/CiCQdtYkKSSUh+f/QHfvLHe2T4PoLJLLyM6DN9GvpE8lIu6XnP5CHPEizPfnLT10GaRYsW2YQp5flgSP4V5hzPJ8BSZbpfupbcCUgBzp2ZcoiACIhAhSSA5RcF9KCDDnLHHnts7DUcfvjhbtSoUa558+Y2cEFZYBCCUtK+fXsLokXGDh06mCIxefJkczdmOzQUQPbITicXXHCB+/zzzx2R1ImcftdddxVyt2Pw491UKYP3fkCUrszocZSRsELCwMu74SYtn/zprjdaX/hzuN7w8cryPso203V5Fv41U9rwuVzryCW9ryeXPD4trxIRqCoEZs2a5aZNm2Z958qVK62fHj58uF0+S046d+7smJzcbbfd3KGHHmrH77nnHocnDs+Cxx9/3I0fP96eI0w63XLLLaZER5eyEEAUKzQTX/PmzXOcp0xfB4rymDFjHM+ua665xjx50i3TSXdveH7lItnS81xiMi1burg6eRbxl09e6qTufPPSHsrwz8O49qU7lm+bfV358vKs8+l/efb7iZe465ICHEdFx0RABESgkhHAujZw4EDbYivO+uovl+BYzNqjyDKQQVAcWT+Miy9KMDPuKL6s0cVtmb2vcZ/+z3/+44tZ55WZfwZMKNhNmza1tcNLliwppAAfeOCBZnXGbZoHHxbbs88+e52y8j2QtPxM15tv3conAiIgAhWJAEthmAxFzj33XIuvgIeNF7x1xo0bZwow/TVKc+/evS1+w9SpUx3LZuhLWfrC1kI9e/a0rKT1S1lYMsPzg7KwAkeXxaAMM1n65ptv2vOLvMR0iFum49sVfUUBz0VyTZ9L2T5tUerIdVmJr5NXJjPylaK0meCU4QCVubSB8UY+wncp0w4yUoDzoao8IiACIlDBCLCeF1dlglHxh9SqVcvdd99961wJg5FHHnnEtk3yJ9mbmjW5DzzwgA1wevXqZacIdDVixAibwcfdmDWzY8eOdf68z89MPtuHMShitp8HE4ObsLRr186sDtSFGzIu01E37XD6XN/nUn666821TqUXAREQgfJGIJ1FLXy8WRDw0AuTnQQYDCvAu+66q7vhhhtsYpTAiEye4or8+uuvm+KLkovgQo111yvA4aUseBLdfvvt9mw64IADzOvI1xn3ikUvbplOXFp/jOdNVKIBIMPn49KHz6OA8jwLu2GHz2d6jxKIEs+zN1fBispEcj7u3gSVZNKALUozWUXTtQkLfHRyIl3a8HEswNx/2px0aUs4P7EacKmHd67C5EsmyXw2U06dEwERKDECKB/hNTeZKsp1HRwdPx1peSqfB0I+nXomLjpXmAAKHX9JhGjLWEvDDyxcopnt5/sTHiCwDdiee+5pD9fobOszzzyTqo6HEZGjUWz5i7vfpBk8eLCVxUM6vNc4QanSSfQc1gYvKNH8IbmUn+56fbl6FQEREIGKSoClLSxHCcsXX3xRqG8Pn6M/9u6s/jjKcseOHc3yi4LrAyairLCeF+XWS7olN0xKYmVmWcwdd9xh1mR2Dsgkcct0MqUnJkQuki09Lsgov+HnY9LyffC9bHXElUe9/OWT19872pyPMokVtij1wiuf/IwVUIDzmWyIYxg+pn2AwzT0XgREQASqOIF///vftnaLNV5xElZ+/XkGQlHl15+LvvIgi1N+w+kIahRWfsPniuN9LuXHXW9xtEFliIAIiEBZEcC6i0vr3LlzrQkEMMTNeKeddsqpSaz/ZakK286xdAVBqSUYYpMmTWyZDBPuK1asiC2XvCh1LLchMCMRn7NJ3DKdbHl0XgSiBGQBjhLRZxEQARGowgSwDFx44YWpyMtVGIUuXQREQAQqJQEmIS+++GLzysEbbPny5e6YY45xePTkIrhEs3aXaP/eSoenTbdu3WxtL4o2Hl549sQJluX+/ftbAEXcdGlTVFB47733Xtt6D5drJG6ZTjSfPotAJgLVArN4QaYEOicCIlC6BMqjizIzuEm3Gsmn/bm4QFM+6bfYYotENwYX8YpcfqKLVKJySYDv3nHHHVcu25ZPo4i+6rc4yZYfVz+GF9ms/b4cXN0I1MZWS0ldC3Nd/oGlCasXVv2k7nisuaNtST0c/PXoVQQqAgF+owRGYuITxbU4hd8b/UCStaOrVq2y9alJ62erPryV2NUgH0Fp79OnT2zW8BKauASs40XZT9pPhcvIdXwUzgtPv443fDzJe+4Da3FxTc/HBRoPAfrmXIXvF1smsvY46bMgXAdrj+mr/eRK+FxR3xfvt72orVF+ERABI+CDRVRUHKxhloiACIiACIiACJRfAixfSRoPJNerQKFOovxSLgpSUvHLdNhWTyIC+RKQApwvOeUTAREQAREQAREQAREQAREoNQJaplNqqCt1RVKAK/Xt1cWJgAiIgAiIgAiIgAiIQOUgwJZMEhEoKgFFgS4qQeUXAREQAREQAREQAREQAREQARGoEASkAFeI26RGioAIiIAIiIAIiIAIiIAIiIAIFJWAFOCiElR+ERABERABERABERABERABERCBCkFACnCFuE1qpAiIgAiIgAiIgAiIgAiIgAiIQFEJSAEuKkHlFwEREAEREAEREAEREAEREAERqBAEpABXiNukRoqACIiACIiACIiACIiACIiACBSVgBTgohKsgvkLCgrcokWL3Ntvv+1+++23MiMwbtw49+mnn8bW/9dff7kPPvjAffbZZ27NmjWxaXRQBERABERABERABERABESgahHQPsBV634X+WpReP/2t7+5+fPnu913390NGzbMnXfeee7ggw/Ou+wbbrjBXXnllTnnnzdvntt+++3XyTdnzhx3xx13uB133NF999139jd8+HC35ZZbrpNWB0RABERABERABERABKoWgYkTJ7qaNWtWrYvW1aYISAFOodCbJAQmT57sNthgA/f444+76tWru5UrV7obb7zRdezY0a2//vpmbV26dKmrV6+e22ijjVJF/vLLL65GjRpuxYoVbquttnLVqlWzc99//7176623HOdJj3UZiy3v//zzT6uDhCiym2yyif2lCk3z5uGHH3YDBw50O+20k6V444033Hrr/dfZ4YcffrB66tSpYxZsykV8G3lPG7Ai+2ugXcuWLXMNGjRItZ3zcW2lHK6rYcOGheqlXIkIiIAIiIAIiIAIiIAIiEDZEZACXHbsK2TNL7zwguvdu3dKMd1iiy0c1lXkk08+cVdffbVr1qyZW7BggRswYIDbf//97dwJJ5zgjjjiCHOd/vbbb93QoUNd8+bN3VVXXWVK9KWXXuouuOAC9/XXX7sZM2aYwrvZZpuZtfnaa681ZfTHH390u+yyi+vfv7+Vme4fCu3nn3+eUoDbt2+fSjpmzBjHrF/Lli2t/vfff99xbPXq1XZdnEPeeecd99RTT7nrrrvOLVy40A0ZMsQUWpTgfv36OcqcNWtWobZiDWdiYPz48Vb2N99842655ZaMlmcU6LVr16bax5vo50InK8gHJgyYwEgiTCTkkh4+/FX08pOwURoREAEREAEREAEREIHiJSAFuHh5VvrSUABRQuNkwoQJpgDvvPPODiUXt2avAOM6fdJJJ7n69eubkjh9+nR39tlnuzvvvNMU41GjRlmRKMCLFy92I0eOdCjAKDndunVzu+22m50/+eSTXY8ePTIqlX379nW33367e+yxx9xBBx3kjj/+eFerVi33+++/u2nTpjms2BtvvLGbOXOmQwHOJli6UW6x6OL6Tdu8Uh1u6x9//OGmTp3q4ICVfNKkSe7ZZ591PXv2TFsF1mKU78omKLV8B3KRXDlU9PJzYaO0IiACIiACIiACIiACxUNACnDxcKwypeBKjNUyKiiqrL1t1KiRmz17tp1GWUahRXHEKovyi+ywww5mdbUPMf9wXUb5RVA+mzRpYpZWXKtxneY103reFi1amJKK5fbFF190p512mrvnnnvM+ty2bVtTfimbdEmkcePGppRjEcYV+8svv0xlC7eV60fxfeihh+w8rtasU86kAOMW7t2sfaE//fSTf1thX+FQu3btRO1n4gCLLpMSSQQ+pK/o5Se5VqURAREQAREQAREofgJdu3aNLRTDhaTyE5ACXPnvcbFe4dZbb+3effdd16lTp1S5P//8sylxKHJYRv363g4dOjjW2UYlvB43ei76efny5e6SSy5xvXr1sqBWWG2Tyrbbbuv4w/L7yiuvmFsyilOc0OY4xZ60WIyxFOPCzRrgKVOmxBVha6BZ+8x1ezn22GP929hX1k3zF5Zc+ITzlaf38Nxwww0TNYl7wl/S9J5P0vTltfxEcJRIBERABERABERABESgWAn8NzJQsRarwiorgaOPPto9+eSTFsyKa2QborPOOsuUR6yrrNPFwtu0aVPbJskHmMqXB8o25aJw41q9atWqjEVhiWZd8ZIlSywdrrhYYdu0aeN23XVXU2S9hXXu3LmpsjbddFML0oV1GWENsxcs2scdd5zbZ599UpZpfy782q5dO7MOY7GGAQo1Qb8kIiACIiACIiACIiACIiAC5YOALMDl4z5UmFYcddRRplzi1os1FCscCifWX9b4Dho0yD3wwAMOt1astkkExZa0119//TrJDzjgAFO4L7roInMv7ty5s2O98N13322K8a233upuvvlmh2UawWX6yCOPdATVwr0YBXjfffd1rVq1svO4vHTp0sXcn1Gsw3Lqqac66sG92qfnPOlHjBjhNt98c9e6dWtTxMeOHWuu2eH8uP2yXrl79+6uWRAIDMvj4MGDw0n0XgREQAREQAREQAREQAREoAwJVAuirxaUYf2quoISQLH89ddfYy2ibAGEslicgtXWrwtOWi7WaPJ4l2yfj4BcfO1pJ8o7UaC9YEFGcY2uyyU9rt5J9ozLxMbXk+mVdjGZUJHlkUceybhOO3xt3A+YM2GRROBDeiKQJ5GKXn6Sa1Sa8kmA7x7eI5VF8P5JuvSA5wP9ZtLfNX0vge3q1q27Tv+bjh988bTBgyeJ0DcTnZ/nU9KYAyyhoW1J+v4kbVAaERCBsidAfJo+ffrENiTbGmACdmJsiY4TYwuLHGT8Qp+VKY5NJEvqI/0X49Ck8U9SGYM39MfEpWGZXnTZXThduvfEv6FvzlV4BhAPiDYnfRaE62DsT18N7+IWuUAXN9EqUh7WznQKaXErvyBNV1cm3ER+jiq/pOfHlM41O12nRjlJB0CZ2GRqr86JgAiIgAiIgAiIgAiIgAiULAEpwCXLV6WXYwIo6qxfloiACIiACIiACIiACIiACFQNAlKAq8Z91lXGEMAKvPfee8ec0SEREAEREAEREAEREAEREIHKSEAKcGW8q7omERABERABERABERABERABERCBdQhIAV4HiQ6IgAiIgAiIgAiIgAiIgAiIgAhURgJSgCvjXdU1iYAIiIAIiIAIiIAIiIAIiIAIrENA+wCvg0QHREAEREAERKB4CLAv+lZbbWX7mCcpkW0u2KYil2162KKCbTWSbhXxyy+/WIT8dNHwo+1kX/eVK1dGD+tzMRNgq5IlS5YUKpUdEBo0aFDoWL4fPv/8c7d48WLXsWPHfItI5Vu4cKFr2rRpoS1V2KZl4sSJrnv37rE7MKQyh97kkyeUPfV25syZtu1W9NrY9oqtu8JbxyStc9y4cW7PPfd0LVq0SNXDm2j+IUOGuKuvvtrSPPfcc65NmzZFumds7/XJJ59YH7D99tsnZlmokeXoA/3H//zP/xgjthWL3g+aGvd98pcQx4OtilatWmXfNZ9OryKQCwFZgHOhpbQiIAIiIAIiIAIiUAIEUHouvvhi9+CDD6b+Zs2aVWw1sTUgkzHFIRdddJFjP9SwMHHTpEmTnBS2aJ7Jkye7+fPnh4tN9P7LL790X3zxxTpp2ZP+5ZdfLnQ8Wmehk6EP8+bNs71TQ4fsbTT/66+/nkrCZIXflzqfa1mwYIE7+eST3V133eXuu+8+d8opp9j+2KkKKuCbe+65xx199NGO71/c/eCS4r5PHE/H4/DDD3fvvvuu++yzz0gmEYGcCUgBzhmZMoiACIiACIiACIhA8RNo3ry5u/7661N/J554YqqSNWvWmIUYK5oXrJH+859//ukPO6z8X331lVu7dm3qGNbk7bbbLvWZN0uXLjVF4vTTT3eLFi0y6yblUe63335bKG22D9WqVXNt27ZNJaMNyPLly6083lNu2JsgnId6P/jgA0vvr4k8XDcKbvgYxwsKCqz9WBhzkXCdPh9eFFjg4wSvDCzJXuLy+3OtWrVyNWrUsLaGr4V7E74/pPd8fF5eb7zxRtevXz9TgHnft29fh7XTS6bvAGxh7eWnn35a55p8naTz7316eH799dfG1R/j1adbsWJF6hxpo7z89yacl/JQUqOW+XCaTO/T8eAe9O/f3zhlyq9zIpCOgFyg05HRcREoQwLMkuLSmERwD+Kh6Geds+X5/vvvLX1Jl5+tHTovAiIgAiKQjMCnn37qBg0a5Bo2bGhuzOeff7479NBDHRbiGTNmOBQ4FNxhw4a5xx9/3I0fP96hTKO43XLLLfY8Ie1bb73lLr/8cod1c/To0WYR5tiIESPMeou1dNq0aabooKjWq1fPDR8+PFkjg1RdunRxzzzzjKU/4YQTXKdOnay9WGevvPJKaxdtxbXXuw37PDz35syZYwoTCi/WT6zipGvWrJlZAwcMGOD2339/U8qwGqKE4d6MZXvbbbfNuZ0obddee60p5j/++KPbZZddTLHyBcHjoYceMutyu3bt1mmzT+dfhw4d6jp37uzef//9QteCYvzkk0+66667zpIyOcF77oEX3N9xUT/44IP9oULvM30Hpk6davcMxbZRo0auQ4cODrdwOJ555pnusMMOszK5J3xvqOvjjz92AwcOdAcddJC5IOPKzfdr2bJlpoS3b98+leeII46wCRImRbjGbbbZxp122mnGxi+lOO+885wvw1/Af/7zH3MJ959zec3Go3Hjxg6lPJsw5slFsqX3k05+YiCXspmsYfIgWx1xZZKPuvPJyxgRwW2cyYNchcmbfOqlzQiTSNEJrCRt4Hphtt56udtr+V5mWkokBTjJHVAaERABERABERABEShhAqyFRCnx0rt3b9e6dWtTHDm+++67m+vxueeea4oM6VCaRo4caQowg0WUoQkTJti680mTJpkFsWfPnr5Ie0VB7tWrl5X3wgsvuClTprgLL7zQzjFYHTVqlL2nHpTQli1bFsqf5AOTs6eeeqop0XfffbcbO3ZsymKHmy/KWv369VNFnXHGGY51yrjL7rXXXnac60AB3nnnnc0ijRKNAjx79mxT8PmMDB482F5z/cfAulu3bm633XazrLSrR48eqQloFL3LLrvMJo3POussszhvvfXWWauJXguW+JtuuskUASarn3/++ZRS6gtD8eRes0Y2Trhn6b4DTATceeedlo012Cjrt956q0Nppl6vAHNPuEaugUkJFFYUYOIHMHmCAowLOt8nrwCT56STTrJ7xeTK9OnT3dlnn+323Xdf9+qrr9okB/cNZYP8YaGsPfbYI3wo8ftsPCiIdehYmaP1hivxyl/4WKb32dKj1HE/vXKXqazoOZ8nWx3RfHwm7/9n7zzgpCjS/10IKAoi0SyCiBgQzAoGMMvhH1ExggoHJwZUjJgPsyIqgpkDAxjBcHoqJsSsiFlQEUHFCIqoKCDi/Oep+9Vcb293T/dsz+7O7vf9fHanp7vqreqnZ3r6rfett/grpK6LBKFuIQZwoe268y20vuu30xPEJWyfqxt2XAZwGBntFwEREAEREAEREIFKJIBhQgisE+aU4gUhnBYPMNKoUSObZMnNld1iiy2s8csxPKj16tWznjneL1q0yHp7/QYwD5R4gxBevUmi8LY62WyzzQo2gPHA4EFG8IB6PUi8xzjzGsCuTfeK14nzwaOJwYtgFGHwvP7662a33XZzRW2iqnwPvLnCng0MP+Yt40UnHBzjgFcXIeUSYDHvF4OPdvGiJhUMbQx3vLLdu3c3U6ZMMaNGjSqjhjbCjJt8nwEMQSew5ZwQ+s8AiROuiTPgKcOACdcFbyrlHnvsMRtNgOfYCXXcdeLzMG7cOHsIo5okf3j5Sf7FvFy/EIHg/Wz5j0e9j+Lh6qGbNqIMYHctXR1e+QyFSVB5b1nmvvO5WWWVVby7Y23Dmmucr40gZXwGGJwqhCcDJNwLmjVrViZxXVA7QfuI2qBuUuE+w3eWexZTA5IKYfwMrMRN8JhEvwzgJLRUVgQqiYD/YaUymvXOM6qM9tSGCIiACIhAWQI87PlDeXnwxTDzekEw9jB0/YLRgNFJCKyTnj17us3c6/HHH2/w7uLRwxDCuxkkGG7edoPKxNlHv7zif+895rY5Z4wMPJHOa8V5NWnSxD7Ep9EvvNCnn3669YZvvvnm1kB17ftfaS+Iub9c2HsMRDzrhKZjsHEeXsEwJWQYYwWjE6FN3uMVTvIZ8Op17Lz73Db6ucYk7CJsm1BnBl2ICAgSyjqBF8YNRh2GPYm7/MJnGWOakPekEsXDGVOEScNTIgJJCfzvk5y0psqLgAiIgAiIgAiIgAgUlQBGFyG6zguKwcFcTH9CKzpB6CsGB0Yt3jq8TUHzJFmuiCRCGGSE1TZt2rSo51CIcs6bpFrMzeVc8HK+9dZb1jjEKH7uuedySb5mzJhRSBM2ARht4MUkzNp5xZ0yp5f5ixh5O+64ozuU+BUjkGuHcYmh6Re8rJ06dbLh626uKPOiyaKc5DPg1+t9jwcRTy9ChmUMbTyKfLZ69eplunTpkosmsIXy/GO+MtmqW2ejBvDy+QVv9AcffODfHet9FA8UMDCEV5O57xIRSEqg/PBhUg0qLwIiIAIiIAIiEEigf//+gfury05FflSXKxHdD+ZgEgI9duxYa/wyLzVIMJSY08o8UIwSPMVB82MxnpkbitcOLyth1EOHDg1SGbqPea7OI9ijRw/rRQ0tHPMAhv7IkSNN7969baixO29CbTEKmbeMMEeY+c1kycZjyVzdMBkzZoy555577GHCOJmP7IQwapJTkVALdiSwYlDAlSEEE085RiPJo1wosKvPK/N2uTbMofWK/1w4hqGNUctyV0GCHpJj4ZFlrjAhzOeff74t6ljk+wwE6XX70MkccULqmQPsTURGIjQGQjgfBgOYs+14u/r+V8KgmTN9xRVX+A/Z9+iCP+HsLow17HoEfZ6ieDAYwprLEhEohECdbPjDf1N0FVJbdURABFInwAgxP3SVLWEPwpWRZZqHNBfSlO+84UP55s2b5ytqj9P/UtYf6yRVqFoS4LOHV6U6S9j33ttnDA8yAvOdC0vQ4y3PNmGbPF7E/V7zgIxXEwMl7ty6pPcmPEbMF+QhPyo7qPdc8PzRtyDvlrdcZW1z/8Nj5wzPsHY5V65BkHcMbhh1GHpwoOyVV15punXrZnbZZZcwlVW6n/MO8lLjseUc8/HI13kM3SBW1OP68x2Iu9JCVFt4kV977bW8gw1kGCZMPOi7EPczENQP5h+TpZvzxfuL0e+E7yse4iSfdbiQVIsEXV5dTievzHdmvjph94WKnwfzcIlcIEN5IdeFOcBhg5P57omlPAeY6RFxph/4r1NF5wBzz4r7W+BtW3OAvTS0LQIiIAIiIAIiIAK1kECQERiEAWMkzKDjGMYOyx2R/Ih5sGTx9a7hG6SzKveFnXchCYGCziOMFWXxXDrvZVDduPswfDEUTz755LxVooyFMBZ5lXoKBJ0vc4WTGL8kC7v77rutZzzM+KVJwqQxOAllb9y4sacX8Tf9PN555x07b70Q4zd+qypZkwn8b+inJp+lzk0EREAEREAEREAERMB66lgih7WACe1lbu2IESMSGT/CmJwASa9Yaop5sVUleE3TErzTZLZmaa58wprOaQrtSkSgIgRkAFeEnuqKgAiIgAiIgAiIQIkRwIvIsj6SyiNAIq+qlq5du6bWBaZExJ2KlFqjUiQCKRFQFuiUQEqNCIiACIiACIiACIiACIiACIhA9SYgA7h6Xx/1TgREQAREQAREQAREQAREQAREICUCMoBTAlkd1MyZM8eu68babvzNnj07tW5dcskleXWRXdO1PXfuXJtkI2+lBAXInvjCCy/krUE/WBzdK6xDF7awu7dcnO2nn37aLv5OWdZYZHmGsCUA4uhTGREQAREQAREQAREQAREQgcohoDnAlcO5UlphHTvmmLhsfLwGrf9XSGdeffXVvNVY24615dZdd11rGJJZ8thjjzWdO3fOWzdOgXnz5uUWvY8qf+GFF9qMgw888EBuyQ6W18A4T0NYc9BlHuR8yZ553HHHpaFaOkRABERABERABERABERABIpIQAZwEeFWhWoWDfcvC8A6hhjDrP3Fen/OQMZTyrY/pT7lFy1aFLjg+/z5803Lli0N6fKDhEXk3bqXM2bMMLfeemvOAMZbSip86nvXtmN9N1LcB+lmqQbqtGjRIqi5cvtIy0/ftttuO/P6668bFrkPE9plPb111lnHriEIG/ro+ublhg7XTzI4wo3y9I3y3tT+fr1h7Wu/CIiACIiACIiACIiACIhA5RKQAVy5vKuktUsvvdRssMEGZurUqXbB8n322ccuII6hxl+HDh3MWWedZfuG15RQ46VLl9r31113nV1LEEN05MiRhtBmvKnobNOmTeT5YFhTFiEcG+McY5NlF0466SS7dhzHDjroILPffvuV003f8GovWbLEGvUYzhtttBFVQuW5554ze+65p1lvvfXsGodhBvDEiRPtenycAwMB11xzjWVx9dVXm9GjR1v9LBdAlszevXvbYyeccIK544477Llj6DOggNebheNZ344w6CC9Ucb7X3/9VS5UHNZVIRj/QUIf+Qs77q/j+h+3fCH6aaPU9fu56b0IiIAIiIAIiIAIiEDxCcgALj7jSm2BubrOw8vabIceeqhtHyPjrrvussdefvlla7xihCKDBw82X3/9tTUaH3zwQVsOryZGq1ssHYP4iCOOsF5hjLynnnoqMOwXr2+DBg2scYIxirGNsPg7BiV9Wrx4scGY3GuvveyxMN3Tpk2z/TznnHNsOW84N95Z/hD66ry2U6ZMscYsHlmMWYxo/wLqf/zxh3n88cfN/fffb3lwzpMnTzZ9+/a1BjvH8e5i1BL6jQH83nvvma233tq25/7xfsCAAebtt982Z555ponS6+r4XzGe4VEdBA98lCTtZz59/rZ+/fVX/67I96WuP/LkdFAEREAEREAEREAERKAoBGQAFwVr1Sk9+uijc4vZN2rUKNcRQoKdYUwiKTxo48aNs8cJGWbfkUceaT2eQ4cONbvssov1pDoFq666ai4kmnnGrq477l5//vlnQxgy3tFBgwbZBd8xJpkriwcYoV/Mo/3kk0/s8TDd/hDmjTfeODcH+N5777UGLPowUDFESQKGETpr1ix2W4P+pZdeMvvuu6997/5Nnz7dsmBAACHce+bMmdYA7tixo/noo48M57HHHntYbzhG9LvvvmvDqp2OoNcovUHl2ce5169fv8zhpIZmmcoVeOMPhXeqYMoACgMbcYT+8/lygyf56qCf8m4QI1/5mqI/33nquAiIgAiIgAiIQHEITJo0Kfe8XJwWpLU6E5ABXJ2vTgF923DDDcvNAfarwTjdZJNNbMIsjpGkqlmzZrbYySefbJM6vfLKK2bgwIHm5ptvNmuuuWYZFSutFJ48vEuXLrk5wN5KGNkYOU4wqJxB7vbx6tVNP711vOX69etn+PPKs88+a/vqEnY1adLEsM9vAKOXc/Im5+rZs6dVxUABxi7exQMPPNB6kDFsP/zwQ3PMMcd4myu3HaW3XOH/2wEDPwdCvqtCogxcwo2jjnv7S/+TlKduEgMb/UnKV1f9XmbaFgEREAEREAEREAERqBwC4ZZM5bSvVqqAQLdu3ayXdNNNN7VGMN5PjDBCigkFbtWqlfUGE+LrX06okO6iG12ENCMknmJucNu2bSPV7bTTToYwaowdhPDqKKEsYdannXaa/bvgggvMxx9/bD283nrbbrutIaM054k3G2PNhdNiABPuzFxnPM4YycyJxjD3h1J7dbIdpddfVu9FQAREQAREQAREQAREQAQqn4A8wJXPvMpbxMhjDuzhhx9u8JK2a9fOJqLCECT8l7mxhMMSquyf91po55k/TAj02LFjrfHLnNl8ssMOOxjm5x5yyCE2ZJpEXmGCcYwXe6211soVIbQYjzTJv5h7PGbMGPPvf//bkMCKudGHHXaYad26tTWw3fxizpu5v2R6RjbffHNz3nnnGechzikP2MDQD9MbUFy7REAEREAEREAEREAEqoAA0+eCBEeQpOYTqJMNMf1fXGrNP1+doYcAcylXXnnl3Fq57tDy5csNf/k8nq58kle8vyzT5A11zlef+bjMJ01SJ59OjjM3mXDauHNV4+hMQy+MGDCobAm76ZOkjMERt/Zxvn7Rf8pHZb/26kA/Xv64nzf0U7558+ZeNaHbpa4/9MR0oNoT4LPnloWrrp0N+957+8s8/R9//NF+5/jNiCPcW3m8iPu95jeHyCAGMuPmA0h6b+KeT9Z/BjrjTukgMoq+eXNqxDl/lREBEai+BFjCsn///oEdzHdP5NkZB0vc+5S3kaTPR9663L9InOpf6tRbJmyb+zH5bpj+x3S9pLJw4cLcVMkkdfkN+O6772yf4/4WePWTHJV7tT9XjrdModvyABdKrgbUC/tB54NWjA8byMISLUXhLOTLHqXPHcNjm7bxi+5i6XX91qsIiIAIiIAIiIAIiIAIiEBhBDQHuDBuqiUCIiACIiACIiACIiACIiACIlBiBGQAl9gFU3dFQAREQAREQAREQAREQAREQAQKIyADuDBuqiUCIiACIiACIiACIiACIiACIlBiBGQAl9gFU3dFQAREQAREQAREQAREQAREQAQKIyADuDBuqiUCIiACIiACIiACIiACIiACIlBiBGQAl9gFU3dFQAREQAREQAREQAREQAREQAQKIyADuDBuqiUCIiACIiACIiACIiACIiACIlBiBGQAl9gFU3dFQAREQAREQAREQAREQAREQAQKI1CvsGqqJQIiUEwCEyZMMC1atIjVxNKlS82KFStMw4YNY5X/6aefbPm4+mMpVSEREAEREIFAAkuWLDFfffWVPVavXj2z/vrrm/r16weWraqdTz/9tOnYsaNZe+21Y3Vhzpw5ZsMNNzR169bNlf/zzz/NpEmTzGGHHWbq1KmT2x+1UUidIH0vvviiyWQypmvXrmUOL1iwwKy88spmjTXWyO2P2+a9995rtt9+e7Pxxhvn6rLhr3/JJZeYCy64wJZJyrGM4v97w2/6rFmzTIMGDUy7du1iswzSVR32/fHHH+a8886zjJYtW1buetDHoM+T63sQj8mTJ5uff/7ZftZcOb2KQBIC8gAnoaWyIiACIiACIiACIpCAAMbMaaedZu644w4zatQo0717d7udQEXqRTE47rvvvpxeDN+4g6hUGjJkiFm8eHGuPhsYw61atUpksPnrPPTQQ+aTTz4pozfOm3nz5pkvv/yyXFEGk59//vky+/1tljnoeTNz5kyzaNEiz57/bvrrv/rqq7kyXo6FnMunn35qjjzySHPzzTebf/3rX6ZPnz7mhx9+yOkvxY3bbrvN7L/X0oJrAABAAElEQVT//qZx48Ym6HpwTkGfJ/aH8dh3333NO++8Yz777DOKSUQgMQEZwImRqYIIiIAIiIAIiIAIxCfQpk0bc9lll5nrrrvOGp5Tp041r7zySk4BUTx4ifGQeeX333+3b7///nvreeQNHsgff/zRW8xuowND0K8Dz+g333xTpv7cuXPN7NmzjdPfvn17s9pqq+V00gb94TWu4PXdaqutcsWd7qi+e+vQ7/fff99Q3nsO+c4LD2MS8bbp6i1cuNDgqQ+S3377zeBJdhJU3x1zHP3nsnz5csOfVxwf777hw4ebY4891hrAbA8cONDg7XQS9DnhGtEer7Bz8uuvv5Y7J9cm5dy2K8/n5Ntvv7WedLePV1du/vz5uWOU9fNyffDWRR9Gqt8z7y0TtR3Gg2swePBgyymqvo6JQBgBhUCHkdF+EahCAn379i2ode8PZUEKVEkEikyAhykexv1hhWHN4tXhATdu+TA92i8C1YUA00/2228/88QTT5idd97ZGqLnnnuuWWeddcznn39uTjrpJLPXXnvZ7h500EFm7733tvv5LpxzzjnWgMZgIzzWhd7iZWa7devW1mt26qmnml133dWGll5++eWmadOmBo/mpZdeavWOGzfOYCBdeOGFZsSIEXb/AQccYLbbbjszY8YMc/7551tdGEroIhQ4jhx88MHmySefTNR3Vwfv4PTp063BhCGP9zPsvLiP4DXECCO8uWXLlmajjTaK00VbxrWJ0TZs2DBrPP7yyy9myy23tIaVU4T3+K677rLe5W233TbH29V35dwrfOH43nvvlTkXDONHH33UXHzxxbbo119/bbdvvfVWV9UOOHD999hjj9w+7zYDFkGfk5deesk8/vjj1jjleq233nqmc+fOhrBwOP7jH/8w++yzj9XJ54nPFoMbH330kTn77LPN7rvvbj8nhHLzGfzuu++sEb7TTjvl6vB5ZdAEbzTnuMEGG5ijjz7asll11VVtuRNPPNE4He4EPv74Yxta794neaWPUTyYSoBRnk/8Aw8VLc8gBAb4Sisl9yH+9ddf9jol7RN9pl3qF1oXHQySoCOpFNouAyUIfS+030kG4bznxfUhWiNMZACHkdF+ERABERCB1AjwQ8gDP2GXPNj4wxL9DfGDS9goDxr8iPHgdeONNyYK0/Tr1HsRqC4E8JQyXxThO4Ehss0229iw4hNOOCFnADP/8aijjjJrrrmmueWWW8ydd96Z83oRKovBs9Zaa5n777/fGmcdOnSw3xUMZQxgvnPMycWIxhu3+uqrm0aNGlnP4htvvGHb9TNB10UXXWQNFzyf7777rr9IrPdx++6UDRgwwHzxxRc2XHaHHXawu8POa9q0aQavOueJ0N9ChIfkQw891Gy99da2OkwPP/zwXA4ODL0zzzzTPsAPGjTIDt6tu+66eZvynwv3s6uvvtrgTSbU/JlnnskZpU4Zhuemm25q58i6fd7XqM8JAwHcHxGuN8b6tddeawdXaNcZwFwTzpFzYEAFgxUDmDnpDJRgABOCfsMNNxhnAFPniCOOsJ+ziRMnmqeeesocd9xxdvDm5Zdftp8trhtzlqnvFXQxqFKI5OOBTuah87n2t+ttL2kIedLy3rbiblekDa5HocLAWaFSkT4zXcI/ZSJuP/yRBnHruXtdWHkZwGFktF8EREAERCA1Ajy48+PLHEi8EPmEUMjWWW8WXh6E8NHnnnvO9OzZM1fVjSh7EwrhGXKhnIw6423GeFhllVVy9TDGebhivh4GthNXlxFnjG6O4SFiHiBGhkQE0iLAZ5fPLZ81Put49hCMUz6XGA54DfGu8flFeE8SQye8xyvYrFkz623E84dhiPD5xjDAEzhy5EjrSdttt90iDQXq0S+v1w7PKsZzIRKn71HfK/qCRzjovF5//XXD+TghQqQQzxbXgHnLhKRzr+A7z6tLEukiT7gf4K2n3Tj3L9cv94qhzYAEXlnmgE+ZMsXeC91xXmmDe1aQRH1OKI8h6ITPBeeE0H+8qE64Js6ApwzRNXym8KZS7rHHHrP3aTzHTqjjrtNmm21miB5AMKpvv/12+/lgMId5uX5hAMWbgMx/POp9FA9XD920EWUAN2/e3BXPvQZNIXAHg8q7Y7zyO0EyO5KrJRWiLvicFsKEzwbGIPeIpMLvGAYokSCFeK6JjmAOd1Lht5bffQZ9GCBJKrCGM7yTCp+fKEmuMUqbjomACIiACIhAAIFjjjnGPlyGPeD5q+Ah884n5EHc+/BPecIMw8IKw0InSf7jwvQwEphv5zwdhDXycIuHg9BEDG4eWN2IO/M3GVWWiEBFCeB9xbuIYHS5UEHe84Ac9MDnf6Bz76nPAA+fY7YRDN8mTZpYw+Cmm26y842vv/5661mOMuCo7/rjdFmFFfzn+urU+N+7/d5X2g87L+p7mXnrJdnGg3766acb7k+bb765/b6H1ae9oOsSVt6/HwORa4HnGoON6+MVDFMGHzByMDoR2uQ9RoC7Lq5O3M9J1HVEPwYRCbu4nxLqzADMww8/7Jop8+o1nuDFPZT7MvdJEnf5hbB0jGnC9ZNKFA83yEk0ETyjJKmhmq88gwYMnOQrF9Qn+MG8kLoMgtB2IXXd7y79jvPd8/edfhfSLueKFDpggOFOn/lLW2QAp01U+kRABERABMoRiHoI48eZ0ECEH1r/CDej5hijhOh5hZDRsLDCsNBJfkjDQv0Ybd5xxx3tnDnaefDBB+0cNx7C8bRFGb+cgz9EzP34e/tc3bYxAPKJOw9G8qOuo1ePq8O1iyOuPA/TSduIG1rn2sCjn7QN9/kMOhe8hXEfKunDm2++aefJMpeSB0PCb/HcYrRy/nyO2rZtG9RU4D50MFiElwYjmM8xBg3euqlZz2anTp2sYcPn97XXXgvU4Xaia4sttrCeV+b94inDu0cIbGVL1HlxntwTunTpYu8ZzFvmfJMKmYRhh5cbA4OldbyCXkJ4eRDHyLvqqqu8hxNtYwRyfTEuMTT9gpeVa8W9izBl7lXMi+YaEAkT9jkJyn7t1+3e8znG09s6G11DhmUMbbyRfP4IneaeihEeV5ijTLZq9Pnv2+jAG02yN+9c5ri68/HgevFdjrovx21L5WofARnAte+a64xFQAREoFoR4IGMjJ4IDz133HGH3eYf3lcS8pAQx28UYCwHhRVGhU5GhfrhVWAtVCeEPA4dOtTssssuZs8993S7A18xqJxXwhXgAa26i7/PQf3FuMcLRQhbXEOPa4DEHbnHm4XhxmADhk8cgS/14nomitVGHGMaQ4q5pvQZg4P57c5gw7gkBHrs2LHW+GXOaVJxOghJxUuERxPhO8J3C68e+2kXwRgbM2aMnUN7xRVX2H3uH7pYt5VwSa67m4bgjrtX5rmiH+nRo0euTXe8kFeMPEK2e/fubaMxws6LOcIMUB1yyCH23Jw3PahNzvOee+6xhwgXZy61E8KoiSLhHPnckcAKL60rwwAOc7K5R5E8yoUCu/q8Mm+X6+cfoPOfC2UxtDFq3XVgn1fQQ6IsBjAIGyWEmfsf4lhU5HOCThJmEXaP4eySqBH9Mnr0aHvNOR/mkjNtxX2OvH30bhMGzZxp/2fIlUEX/LkfuHtB2PUI+jxF8XjrrbfK3K9dm3oVgTgE6mRHI//rn45TWmVEQASKToARYn7oCpE4WaDRzwOtm+OUrx0MEMrzwxlHCtHPg2mcB3HaRz/l883TcX2l/6Ws351HTXnls8SDZL4kWJwvD58YoCRp4UE3SPBi8MBKghoe/vHQYGTgQRk2bFgZTx9eCpICuVA/HsiYW/zII49Y1czNcxlsXVskd8GDwcM2IX5uPqY7HvXKZ69Xr15RRar8WJx7BoYTXii+c3GNTQwnHi/ifq95QMbziYGCERxHkt6b+FwwXxDDLu58NDx/9C3IuxWnj0nKcG/DOHZGZZK6riw6OD+/4NlMOu8wTJdfd2W8D+sL54UHsCLM6D/3mjBPItef70Dc38AoHniR8cJzX4sSBoMYbAr6LlTkc+LucZwv3l/vYBPfVzzEST7rcOFeS4Iury7vuTHfmTntxx9/vHd3om0/D6I+SBzH/b6Q68L8+P79+wf2Id89kbb57Qi6NoEKPTu5dkmevzxV7e8a1yfp9xgd3I/xlvP7FXcQ09s20T/cm5MKnynC5Olz3N8Cbxt8TrlXu8ET77GKbifP4V3RFlVfBERABERABPIQwBhi+RU8E2HGLyqCwgp5EHMhoXjZSBCDt4AHPkL9MEoJnQx74EUvhg8PQiSK4QEPbw7zzSQiUCwChSao8fYnyPjleCEPzWG6vO1V1nZYXzivihq/nEPUvYCH70KMLD8bDF8MRbzM+QRjIczASuNzwvn6DVYiGZIYvyQLc/PK/bq850f4MwmUCNEvVPw8CF1n0DON61Jon1SvtAnEizMq7XNU70VABERABKqYAAaomz+HJ45wUIT5Y0HZJVkmhLBDklG5tTIpR3m/BIUVunBBf0ho3FA/RslZJ5P5eDxw8mCIESwRAREQgUIIkPTqlFNOsfNiC6mfRh28pmkJBjpTUJg3nE+YwpKm0K5EBCpCQAZwRejV8rqEYjAC6KSQLH+ubtqvPGDPnDnTjg4S9lhIyEfafZI+EajNBFiX8oEHHoiNAAM27lQA5v9169atjMeEzKD33nuvDZn3eo+YO0hyn6BQP2/4Mx4NPNCEP/JXSPhW7JNVQREQgRpPwM35rsoT7dq1a2rNMyUi7lSk1BqVIhFIiYAM4JRA1kY1zKHAu/L222/b9fhIVlAdhHUDCcshRT/zFvjD8xR3zmt1OAf1QQREIB4BF1Z48sknB1bwGr+uQJJQP8IfizH/yPVFryIgAiIgAiIgApVLQAZw5fKuUa2RnZCkBuecc47NgMjJ4Xllgj8eVybce41O5tThVSGBAMfdXBOSkrDGp1fcxHkyV7oMm1G6vXXHjx9vkyOwlAPCwvXeOUL0C/2EI5FExa23R5IF5+XhHGjPzcGJ6g9l8BC5h2T0kOiAdf687Xr7qG0REIF0CFSHsMJ0zkRaREAEREAEREAEKoOADODKoFyL2njppZdsllUMRrKGknHOzftjzUMSL+A5njVrljn22GNtNlYMYIxS1vPE4J0zZ4655JJLrAFJ9jjKseZflG4vYgxaMrc6A5i6TsaNG2cmTZpkNtlkE7t4Otlg2YdR3q9fP3uMsni1H3vsMbscQVR/WGMRDzPnxRIIEydOtEkuCL/kvK655poygwCuH+4VTmlKEn1xy1LO/SXpazH1J+mPK1us/hSqPwlLlQ0nUB3CCsN7pyMiIAIiIAIiIALVjYAM4Op2RWpAf5hbx7IkCOvnYexicCIbbbSROeuss2xKfAxb5gSyrh7rwmFMsp4cnlSMSTyopM6/4YYbrAFM/SjdHEcGDhxo1xFEN8unHHjggTbJDh5olkBhfT3SqrMcAQZwPonqD0l66B8GMMsBsL4eSXPwdLNsCllk+/btG9oEhjd/aQkDBnElSVl0ko4+iSTVnzRDZKnrT8JSZUVABERABERABERABNIhIAM4HY7S4iFA0ikneGe8BrA7hkGMEeoWlWex9BdeeMFWW3/99Q2GJR5YvKvz5s1z6oyrzw6/bleI0GyMUjy3zz33nDn66KPNbbfdZubOnWuXRnHrP1IujkT1By8zxi/C3GMM37vuusu+x6tNIq4oA5i++BN0EUJdqMRZ6gL9rIvrQtDztUV4N+VdOHi+8oXox4sad33RYutnkIX+JOGTpP9Ofz6OOi4CIiACIiACIiACIpA+ARnA6TOVRg8B5sBiHPiFeb1ubi/HvOXw0OKZ3W+//WxI9MMPP+yvbt976wQVwNvMH55fjGvCkjHkgoS+MO83SOL2B0OWkO/OnTvn1PTs2TO3HbSBd9nNHXbH6W+h4uYwR9V3+uOURQ/zpGETt3wh+rkuSfRzveKWp/9J9ScpX6j+qGukYyIgAiIgAiIgAiIgAsUhsFJx1EqrCBROYNq0aaZXr16mS5cuOe9qXG14K88//3zz1Vdf2SpuOaSOHTuaTp06WcPahfLOmDEjp5bF1DGo3LJOn376ae5Y3P6wzAve6latWlnvNEbj/Pnzc3q0IQIiIAIiIAIiIAIiIAIiULUE5AGuWv4l3fq7775rhg8fbpiL2b9/f7skUhondPDBB5vRo0cbli8hNLpDhw7mzjvvtIZlPv14U7t3727OOOMMa9BiAO+88865hed79+5t0E/481ZbbVVG3VFHHWWGDBlik1a1b98+dyxufwh/PvTQQ81hhx1mWmfDwPEiXnTRRTk92hABERABERABERABEah6AiREjTvVqep7qx6kTaBONjy1fHxq2q1InwgkJMDHkrmSFbk5kVSJ+bneUGu6Qcgq+lmqCG8xWaCdhM13TdIfjO4lS5Yk9l67PtCvI444wr1N9ErSrXyCfrzT3iWqouq4EGi85HGkEP1JQo7RT/nmzZvH6Y693qWsP9ZJqlC1JMB3h2iW6ixx7hkk+COrP9+5uHP1uQdy34w7VYF77w8//GCaNWsWO99A0nsT92ay8zO46nJB5Ls2TOmgbxX5LcrXho6LgAhULgFWI+H5sJDvNYlLcbbEzYviPbOkz0feuty/eC6Ok+vFW49t7sfkpWGanj/vjL9s0Hvy8XBvTir8BuAko89xfwu8bRCxyb3aP1XQW6bQbYVAF0pO9YpKAKO1kBuTt1ONGzcuZ/xynC+TW/vXW57tsJtakv7gCXaJsfz69V4EREAEREAEREAEREAERKDqCCgEuurYq+UqJoAXYNCgQVXcCzUvAiIgAiIgAiIgAiJQmQSYEuckTiSMK6vXmkFAHuCacR11FgUQwAu84447FlBTVURABERABERABERABERABEqRgAzgUrxq6rMIiIAIiIAIiIAIiIAIiIAIiEBiAjKAEyNTBREQAREQAREQAREQAREQAREQgVIkIAO4FK+a+iwCIiACIiACIiACIiACIiACIpCYgAzgxMhUQQREQAREQAREQAREQAREQAREoBQJyAAuxaumPouACIiACIiACIiACIiACIiACCQmIAM4MTJVEAEREAEREAEREAEREAEREAERKEUCWge4FK+a+lzjCUyYMMG0aNEi1nkuXbrUrFixwjRs2DBWeRUSAREQAREQAREQAREQgdpKQB7g2nrldd4iIAIiIAIiIAIiIAIiIAIiUMsIyACuZRdcpysCIiACIiACIiACIiACIiACtZWAQqBr65XXeVdrAn379i3Xv8mTJ5fbpx0iIAIiIAIiIAIiIAIiIALxCcgDHJ+VSoqACIiACIiACIiACIhAtSAwZ84c8+mnn9q/77//PvU+Pf300+a7776zeu+9914ze/bswDYymYyZO3eueeuttwx5SdKUn376ydxwww1pqpQuETDyAOtDIAIiIAIiIAIiIAIiIAIlRmDIkCFms802M/Xq1TO//vqr+fPPP83ll19umjRpEnkmDz30kNliiy1M+/btI8utvfbauQSbM2fONO3atStXHoP3n//8p/nkk0/MNttsY9s/8cQTzR577FGubCE7lixZYt5+++1CqqqOCIQSkAEcikYHREAEREAEREAEREAERKD6Ejj33HPNGmusYTuIp3TKlCnmoIMOynV4wYIF1kBu2rSp3bds2TLz/vvv25UmWrdubVZZZZXcfoxo7woUGMgY11GCMU2ZiRMnmvr165sff/zRDB8+3HTt2tXUrVvXVvX3gZ30g3q///67LbfaaquVaWbRokUGz3KQBOkLKqd9IhBGIPpTHVZL+0VABERABERABERABERABKoNAYzc+fPn2/788ccf5uyzz7YGJkZmhw4dzFlnnWVYZnH69Onms88+M/PmzTN9+vQxkyZNMk899ZQ1pCmLAduoUSNz6aWXmgMOOMBst912oef47LPPmn79+lnjl0LNmzc3V111lS2/fPlyc84555gffvjB0B+81RdccIE9hm76Sx++/vprc+SRR5pevXrZY+PGjbN92mSTTUybNm3sPv5F6csV8m1gkOeTOGWcDpadXGmllczixYvdrtiveOgx6pO055RTj7bRkVSohxBOXqdOnaTVLfdC+0xjsMKTn1ToNwMlhfSZAZVVV101tEkZwKFodEAEREAEREAEREAEREAEqi8BPL486OO9JVnmeeedZzs7bdo0azyedNJJ9v3gwYOtoTlgwADzxRdfmP3339/ssMMO9hhG5i233GI9sbwy99frRY46e+YIb7nlloFF6MM666xjRowYYY/jrSZU2oVeb7DBBua0006zBjL9wwDG4HniiScMnuUGDRqYF1980bz33nu2fj59QZ2IYzzFKePXXUgdp6Oy67r2eHXbri9xXgut53SnUd/pSutVBnBaJKVHBERABERABERABERABCqRAOHAGIokqcLQ3HTTTW3rL7zwgvU24k1FMELYh6fVL3iHCYsmodY333xjjVB/mbD3eEOdh9FfZurUqWbvvffO7d51113N888/nzOAnXeXsGs8xL/99pv58MMPzVZbbWXPiYobb7xxrn4+fbmCno1mzZp53v1389tvvy2zL6hMmQKeN3gzCfV2oeOeQ3k38cDCKkl7TimeX/i4cHe3P84r3ldCypkb7sLS49RzZRYuXFhQn/FaM0DSsGFD4w9xd7qjXhnU4bMN77RFBnDaRKVPBERABERABERABERABCqBwGGHHWaNIgwkPLckt0IwdAghJuwY6dy5c6gRc8YZZ5guXbpYwxQjLUkm53XXXde88847ZQxdDDWMHub4/vXXX7Z9/rEdNqcYAx2DiX576+QqZzeS6PPW07YI+AnIAPYT0XsREAEREAERSInA7bffblq2bBn60OdvhgdHHgAZ9Y4jhAsyOo8HJe4oOXP8eNiMmh8Vp22VEQERqD4EDj30UOvdPeKIIwzZm7t162bwmB544IH2+/7ggw/aff4ecz/46quvDPW597zxxhv+IpHvCaV+9NFHTadOncyaa65pl0oaNmyYGTt2rG2PEO0dd9zRGrX057jjjovUh54rrrjChnSvvvrqZsaMGbnynFNSfbnK2hABDwGtA+yBoc2yBH755RebKIH5Gv5J95dccknZwjX4Hevs+cN7SNrAgycStk5e1Jp5NRiXTk0EREAEREAERKCSCZC0inm7DLohJK5iQO3www83gwYNsuv0utDbrbfe2owcOdLOsyU0lTDlE044wZx88slmww03tM9+LHvkFcKSr732Whsi7d3fo0cP62Xu27evOfroo82VV15pzj//fBsivO2221pvMkY5Bjbzgdu2beutXm6bgbzevXubgw8+2PaJ9YWdFKLP1dWrCHgJ1MmGGwTnGPeW0natI/Dkk0+a6667znCTZD4IwtpyJCxAunfvbihTHQQDlcQI3OSLIT179jTjx48vM++CH5NTTz3VzrVh3gzzWBipJLuhy5jo3U7SL8KP+LHwC8ktgoRQJQx0wo3iiJuD4l3qIKpeZegn3Cnu/BD6T3kyTcYR+l/K+uOco8pUTwJ89vi8lroHmLl5ZADlO7fyyivHgs2cMx4v4n6vye5Kplge0OPOrUt6b2Igl/mSZJ5N4mGnbxgXEhEoRQLMWeV7m++7y3eWEOO4kSR+Fny/0MGzkF8wxJkrnCTqhO8395CgOoXo8/aJOcD9+/fP7Qp7vsoV8GykMQc47vOXp1nriOK8KzIHGA89Xv6kUtE5wPQ57m+Bt2+aA+yloe2iE+DGMHr0aHPnnXfa0ToafOCBB2xyheuvv75M+99//7292Xk/2Nyw0MEXzT/XI2jtNsJvqM/NE0OF0DzvDdgdp2G+hNwM3Q2ROowOzp4926b6d/3AIKQPPHh6H6acrjhtlTnRiDdx1smLqK5DIiACIiACIiACIlAUAnEHb9xzVaGd4HkvyPhFX9wBem/bUYNUhejz6ta2CCgEWp+BcgSYX0FqfEJVnDDHg8x8GLAIRi7ZBpmnwfwSsvoheGP/8Y9/WO8xnlASIyB4EEh1j1f0lFNOsWvM2QPZf4S5jBkzxnpwX3nlFcPcEScfffSRueiii2y4MWvJ0d6QIUMMi70jH3zwgSHDIR7gCy+80O7DGMaDevXVV9uQG9aoc+Jt6+WXXzbeUG7WocOrm1RYy86dZ9K6Ki8CIiACIiACIiACIiACIlB5BJQEq/JYl0xLhDyThMAreFbJJsgxvKqEppBKn+x/X375pTUkd999d7t2GxkJmU+CB9aNBmKgEibsX49uvfXWs55bEiRgOOMBvvnmm+2i2YxaMr8WXYTOMH+EkGyEtgl55v3AgQNt0gYWfEfuu+8+u/j7NttsY/Uwr2Wvvfayx/AAe9u69dZb7RwZRhOfeeYZs88++9hy/n8sHu8NG/HOSfGXTfKeUBr+vMLgQpCQSj5MqEOoSBxx+qP0+fVUhn7mnMeRQvtf3fTHOVeVEQEREAEREAEREAERSJeADOB0edYIbYSxECLsF/a5kGZCZTB+kVatWlkPL3PdSLNPYoXPP//c7LbbbjkvctR6dBjXHTt2tLowdHfZZRe7Vt1+++1nXn31VZu8gZBo2iGDIEY4YdK8+udR0Efm5LLYOoIRTTZEt/C6vy3WpGORdeY04/keNWqUref/N3ToUNO4cePcbt6nIczJ8YfyMLgQJP5yrgznjFHoDRt3x4Je0Z9kTmxt05907mJSPk5/0LXRPhEQAREQAREQAREQgeISkAFcXL4lqZ1EV6+//ro55JBDcv1n7i0LpK+//vq5fd4NDDCMVzL03XTTTYZQZuYL43klKyHe07jr0eHxJX3+WmutZdezYx4Ic41PP/10c8wxx5jNN9/cGq3e9r3bbi05tw9jzxnubp973XfffW1/8U4T8s0i4UFC8hdv4oEwfUF1o/YFJabAoAoS5033H8OgTZIEC/2UD9NXFfqTGuSUT9L/6qjfz1nvayYBb6KVqDNMkoQlSo+OiYAIiIAIiIAIRBPQHOBoPrXyKEYhHlO8rxgOhNaSVn/PPffMGYFkosPLi2AY4xHGQMRDi4GF97ZPnz52TjBlumXXbps1a5bNmsyi7KTXDzMiOY7BS5ZpF5LMHFtS8GMcd+jQwfz888+oLSfoJCyakGsErzSZRcPS7rdr186Wefjhh22fyynUDhEQAREQAREQAREQAREQgRpDQAZwjbmU6Z0InjXWcSPRFPNu8QRjcHoTRBGO+/jjj9vwZNaNwzOL4AUePHiw9dYyF5ekU0jUenS2gO8fBjNGLPUQwqlJsEUCLOb6kmALTzOCEUvYM0myEBJg0XfmBuN9YW5xlGBUEwbdpUuXqGKxjnnXyfNux6qsQiIgAiIgAiIgAiIgAiIgAkUloHWAi4q39JWTOIgQ5LD14/AO4/31e3MxmL0hw45E3PXoXHn/K+3FDX3F+0sfMMqjBOP3tddeM2nN641qK84x+q11gMNJwYfIBK0DHM5IR6oHAaYn9OrVK1ZnXAg00TVMGYlaAsSrcNmyZXZ5OPIhxM0DQDJAporEXfZE6wBrHWDvZ07bIlDqBEjS6p2e4u6/cc5L6wDHofTfMkyPJOEqz+JumdL4tY2NQOW3MO5vWxLd0ZZBEk0qWyMJkPgpzPjlhDFG/cYv+4OMX/aTlCpKH2WiJK7xi46mTZvmNX4xfPFU41GWiIAIiIAIiIAIiIAIiIAI1GwCSoJVs6+vzi4PAZJesS5x+/bt85TUYREQAREQAREQAREQgZpAYNKkSdYpUxPOReeQnIAM4OTMVKMGESDhlkQEREAEREAEREAEREAERKB2EFAIdO24zjpLERABERABERABERABERABEaj1BGQA1/qPgACIgAiIgAiIgAiIgAiIgAiIQO0goBDo2nGddZYiIAIiIAIiIAIiIAIiIAJZAr17985xSJIFOldJGyVNQB7gkr586rwIiIAIiIAIiIAIiIAIiIAIiEBcAjKA45JSOREQAREQAREQAREQAREQAREQgZImIAO4pC+fOi8CIiACIiACIiACIiACIiACIhCXgOYAxyWlciJQiQQmTJhgWrRoUYktqikREAEREAEREAEREAERqPkE5AGu+ddYZygCIiACIiACIiACIiACIiACIpAlIANYHwMREAEREAEREAEREAEREAEREIFaQUAh0LXiMuskS41A3759y3VZafrLIdEOERABERABERABERABEUhEQB7gRLhUWAREQAREQAREQAREQAREQAREoFQJyAAu1SunfouACIiACIiACIiACIiACIiACCQiIAM4ES4VFgEREAEREAEREAEREAEREAERKFUCMoBL9cqp3yIgAiIgAiIgAiIgAiJQxQQymYyZO3eueeutt8zSpUtT7c1PP/1kbrjhhlR1SpkIyADWZ0AEREAEREAEREAEREAERCAxAQzes88+25x66qnm8ccfN3369DFTpkxJrCeswpIlS8zbb78ddlj7RaAgAsoCXRA2VRIBERABERABERABERCB2k3goYceMvXq1TMTJ0409evXNz/++KMZPny46dq1q6lbt66Fs2DBAlumadOmOVjLli2z+37//XdbbrXVVssdY2PRokUGz3KQBOkLKqd9IhBGQAZwGBntFwEREAEREAEREAEREAERCCXw7LPPmn79+lnjl0LNmzc3V111lS2/fPlyc84555gffvjB/PHHH2azzTYzF1xwgT126aWXGgziefPmma+//toceeSRplevXvbYuHHjzKRJk8wmm2xi2rRpY/fxL0pfrpBvA0M7n8Qp43T8+eefbjPx619//WWN+iTtuUZWrFhh+CukLtwQrsFKKyUP/qXfhbTrBjBov5D6sKbPtJ9UGHxhYCZMwo+E1dB+ERABERABERABERABERCBWk/gu+++M1tuuWUgh2nTppl11lnHjBgxwh4/99xzzSeffGLat29v32+wwQbmtNNOswby4MGDrQGMofTEE08YPMsNGjQwL774onnvvfds+Xz6gjqxcOHCoN1l9sUpU6ZCBd9UpL1CDEnXXbzqhUpF+oyXn79CpNA55auvvrpp1KhRaJMygEPRxD9AKAajE2uttVauEh8yRi5atGiR21fIxgcffGBmz55tDjzwwMjqc+bMsSNp3vASKrC/WbNmpkmTJpH1i3nw3nvvNdtvv73ZeOONi9lMarqZb/LVV1/ZUceo0aPUGpQiERABERABERABEShBAngU8UwGydSpU83ee++dO7Trrrua559/PmcAO+8uz8p4+n777Tfz4Ycfmq222soav1T0Pjvm05dryLMR9ByOR9orQWW8x73bGHKEevOXVH755RdrLxTyTA5jnk+jjLqw/mA0//rrr9YeKMQD/PPPP5s11lgjTH3ofjzAhMTTZwYzkgqsV1555UhPbphOF34fdjy5HzxMUy3eP2HCBDNw4ED74XIYnnvuOTsfwr2P+4rBet999+WK8yX99NNPc+/DNoYMGWIuvPDCMofff/99c8wxxxj6UpUyc+ZMO5ej2H1gtJCRRSf+925/vtdHH33UHH/88YaRRokIiIAIiIAIiIAIiEAwgXXXXde88847ZQ5iyCI4Ebzhq2yHORbq1Kljw4MxXLx1vIqT6HP1nLHqfXXH3Kv3WL5t+sdfvnJBxzE+Oc+gY/n2ce7Uz1cu6LgzBtERdDzfvkLbRS9SEV4V6bO7vkGvMoCDqBSwb+211zZjx46NrImnmHTuXmFUxo2csU0aeTy+/lABvMn+ESuvHrf9xhtvuE1zyy23mK233jr3ng1GY7799ttyiQXY/80331ivtbdC2H76Gtaf77//3ixevNirxm4z+uQ/L+97/9yGsLYpx5wR+uCEbQx+2mbb/96VYySKfkQJ2QsJxXnmmWdyxQjB8N6Q3bwEV4DzYA6Lt4w7plcREAEREAEREAERqIkE9t9/f4PjYP78+fb0eIYdNGiQfQ7r1q2b9fjyPMezGx7c3XffPRJDp06dbMize1abMWNGrnwh+nKVtSECHgIKgfbAqMgmNwAm7PPF94ZroDNq0j5JAJgDwU1hl112Ma+88oo10PDmujkTGM6kmMd4W3PNNXPJBfz9/cc//mFGjRpldthhB/Pqq6+axo0bmw033DBXDO/yJZdcYudjMGfj2GOPNTvttJMNk7788sttCDXeWvqE4Uz5oP2c51NPPWXDITD8yPZHeANG4plnnmlDWBix2WKLLcwpp5xi22cOx913310m0QFGcr9s4gT0IaS5f+yxx8zFF18c2vasWbNsAoXWrVtbzzhp9wmpwQs/ffp089lnn1njmL5435Ncgb4xCsU59ujRwxx33HG2Xe8/Qp8ZseJ6jh8/3p4TYRujR4+2TPbaay9b/LbbbjMbbbSR2W+//aynH689oTxcq2uuuabCoe/ePmlbBERABERABERABKojAZ6neHbq27evwRlEyOr5559vVlllFbPtttva+bxHHHGEfRbeeeedTdu2bSNPg2ew3r17m4MPPtg+TxMO7aQQfa6uXkXAS0AGsJdGBbYx+Aibvfbaa82NN95YRlO+Sft4De+66y4bFkKGPLy4GLxOCCW56aab7NsTTjjBYASSGc8vGN4YhmTkw9gcNmyYefLJJ3PFuKlg0JKQgFBhFhbHACbZwGGHHWbnaeAdZuI4ErYfQw/vMsYkr08//bQ56KCDzOuvv25vVs7offDBB+2cDnQFJTpgf5iEtX3//fdbA7hDhw7WA012QQzgAQMGmC+++MIargwAIN73jCByU+b88Q7jKQ4S2O255572Wuy4447m5ZdfNhi9zGFhLjPbXK+XXnrJ9Msa78xZYd07+sVngHOePHmy/SEI0u/fx7V1oULuWJgX2Y2uunLulZFVxK/HHfe/op86Yfr85StLf1DUgL8vvC+0/3H1u4iMpHyS6g86N+0TAREQAREQgVIiwLMgz6Y4VZij6p4hOQeeiy666CL7fEIY7aqrrpo7NRwyXuH5yQkGM7lveP6gDrqRKH2url5FIA4BGcBxKMUs06VLF/Pvf//beke9VfDuRiUB2G677eyX2lvHu41R6wQDOcwApgxe4P79+9sQE289jq2//vrm888/t15WsrkRRox07tzZjBw50h7bbbfdrIEctR/jk3Bj5iYTNo1BiWAs4hF1wuidk6BEB+5Y0GtQn/Ck49Vdb731cvNz8WRjtGPUR0m7du2s95nU/Bi2eNuDBAOYUUyMeVL58x6jl5CcK664wpDAgPNGH2vW4WnnhswABkLyMzzM6Igj/HAwSuoVx9O7j21/OXccgw2j0M21cPvDXtHPj0qYPn+9ytBPf+AYRwrpf3XUn+9cicAggoPPSGVK3MR7FekT3yMiWtx9oSK6Klq3Ms63on1UfREQARGo7gT4Dfcav97+NmzY0Ps21nZU0qRC9MVqVIVqDYF4T5y1BkfFTxTvJynd/9//+385ZdwUvF49tuM+7OeU/N8GI2g8zIcJmagJHTnggAPKFSEpFKnkMVIJU3n44YdtGUJK8DATfn399ddbgw+Pbtj+M844w2Dsk8aeOc0uRTkP6lF9cx1yiQ54dd42d8y9BrXds2dPa7ThtaYugqEcJ5se3t/bb7/dvPXWW9Z7y0gjYc1ewbDFo4sB64RshMxD4abOou54fjm+zz772CKcM2Hp9MMJ/Ywr3OD9N3n/PHGnKywDH/zhGPcHAf2UD9Pn2nOvlaGf7wQDCnGE/lM+Sf+ro/5850piO8Lw455nPn1RxxncIZoCiZt4L0pf1DEMX6YjEDFTFQYwAwtE5Rx++OG2m8U+3ygWOiYCIiACIiACIlD5BJQEK2XmZMPDOMIT7KSyJ+3//e9/t95L17575aGPRcYxXr2jdHioSeqEYdynTx87/5Y6QfuZ88tcj0MPPdRss802ZQx7vKrUcUYwBqc3yZXrh3vFYMPowYuMeLNdB7XNoAFzQfAe4QnHO4ZB6w2pcbr9r4RDY/yzHNPJJ59sw38xiryCtxevNQMY7g9W9AXBE8w2evAiIxjqeNJbtWpl+4Rh6UJnmQ/uzs0W1j8RSIlAWNI1vONB4f1h++kOAwpvvvmm/a56B6TCEu+hy58Aj7LsD6vjTpulFC644ALDIBrfxTBx9w3OBZ0IrxjPfqHP3JNo30lYf9ifNNFgFDvXnl5FQAREQAREQARKh4A8wEW4VhiRzAN1gpHEnNY4SQAIrR0zZoz1xuCVSVMw7vB6slbwpptuaghlvvPOO60XhqzHeIXxgGL8IXib/fsxWAnnZr4HIbQYzcyNxSvK3Nv//Oc/hoRTeDXx1Obz6h111FEGTxdrsLmF0cPaZj8MWUgd45q+ssyTExJ3EcqNBxwPtvc9iRfg6rzUeH84PycY7SwX5eZau/177LGHueeee6xHn3nXhFt37NgxF26MUc5gAHOoCTnHqGa+C8L8aMLOOT+JCKRFYOLEiXapNLyn3qRrDzzwgCHZnIvIuO666+xAV9h+1x+SlWBYYpQyOISEJd4LS4BHZAT3OL5H6ApL1kemfL6X3OeihO8v95nPs1M2vvzyS3s/JNEcUzeoixGNMMjE/YApEJQ96aST7EBVWH8Idx43blzsRIP52HnPge8+89+8wrSNuOLm8HNf497kHYyI0uEGCGibunGEckTR+AcBw+q6vtBG3HOiHJ8HNyAaptvtd23w+XXn5I6FvVIu7jmgw5V1US1her37aYO+uevjPea2GYT1/p64/XoVAREQARGongTqZH+cwuNpq2efS7ZX/IDyIxnHY1msk+Ry04+ghbTDFroO2s+DEMZf0LxTQoYxgIOOBZ0XD0o8mATNSQ1qGx14rTDkkwp9wyhPe14lD0kw8XrW8RzRTtJwd84NQ98v3kEV7zH3MJc0BDruwu+VoZ/rn2+wxJ2zC4FmjnYcof+lqJ9Qen8INIYLyUD+9a9/2c8Vofx87phzziAMc9H5Hnmz0Yft97JjIMt9vp5//nmb2dwNBjHYxSAOA0BEXBCFweeaAR4MXYzVqDquHb4jnBPTBTBWMSoYwApaEqNbdukMjE/00w5RFzfffLNVxQAbxj3TPchY/7e//c1Go5CEjL7CIKo/HPMmGowqG4edOz/Ox0V/uH28kpMhjjCoJylNAi1btkx8ny/NM1WvRaBmEMCZ4b03u9+/OGfHbw3Pt0HPrPnq8/zCb0Xc5y+vPn5DeX4vZFoUzwnkqOE3tZDnXwafmzVr5u1OrG1sDnL10Oe4z3hexUntCW/dfNvyAOcjlOLxuAZKik2WU8Wof5DxS8GwL1XQ/igj3msElutAwI4oQzmobVQUYvxSL2nfqBNHMHL9ugu5OcZpS2VqLwGSwPFZC0q6RpTD0KFDbYI3Mpk7Cdvvjge9Es3gxJt4LywBHmXD6jg9PHDw4EDEBNEeGMEsY0biPf8PMvcXfqgRl2vA6eE9Bj4DICTjwwOMcF8jioUM90i+/thC//cvrGwSdpwD7XvFG5bt3R+07erygIMuf26AoDrsY1CEhxN4RN1LvfUJMee3IOo+7i3PICWefR6AyKcQR3jg4uEn7kMPD3eE1nNvj3vvTDo4x4Mn0Q3kjYjLl2vI+Yf9bsIClhIREAEREIHSIfC/GNDS6bN6KgIiIAK1kgCGEYYhXlT+unfvnlsyjfBlDEoMooEDB+a8kWH74wIkasUFChEm/fHHH9vlzsjGHibeOq4Mg1mEKrupDhidDAoyfzdK/Max9z2Gh+sbOvD0B0VcBPUnrE1v2aTs6I/3L6yNoP3eekm2na4kdZKWVRtlr6ufn+OjVxEQAREQgdIgIAO4NK6TeikCIiACoUnX8FIRwkUyNkKEmWfrEkMF7S8EJV7DsAR4cfQ1btzYkCSQJFSIM3xJZleIYOhyniT3Qwgtw4PYtm3bQtSVqxPGtFxB7RABERABERABESgpAgqBLqnLpc6KgAjUJgIDBgzIJdfp0aOHnTMblHQNr+hHH31k7r//fhtCSrgmxiEhn0H7/QwJbWY+7mWXXeY/lHtPKGtYArxcoTwbtEGSPUJpCb91SbfyVAs97JLikVwL45fllfJJ3ESDYUzz6ddxERABERABERCB6k1ASbCq9/VR72ohASXBir7otSUJVhSFoKRrlGeuIn/+eZdh+6PaCDvG3E68r3Hnm/r1ELLMUmZh8/v95eO85zOBPsKX05aKsGOOKkvPxRGXhCXpHGA81cwBJqlK3GuSdA4wYfXMAWaecbHmAMOZQQwGR4o1B5jvDXOAmWec5hzgONdXZURABKoPASXBSnYtlAQrGS+VFgEREAERKAIBDFB/0jWawQAKMoLC9hfStbiJk8J0M38yTeOXdgpNihfWR+/+NNl59WpbBERABESg6giwrF9Ucruq65largwC6Q+XV0av1YYIiIAIiIAIiIAIiIAIiIAIiIAIJCQgAzghMBUXAREQAREQAREQAREQAREQAREoTQJKglWa1029FgEREAEREAEREAEREAERKIBA7969c7VcDobcDm3UeAIygGv8JdYJliKBCRMm2KQ2pdh39VkEREAEREAEREAEREAEqisBhUBX1yujfomACIiACIiACIiACIiACIiACKRKQAZwqjilTAREQAREQAREQAREQAREQAREoLoSUAh0db0y6letJtC3b99y5685KuWQaIcIiIAIiIAIiIAIiIAIJCIgD3AiXCosAiIgAiIgAiIgAiIgAiIgAiJQqgRkAJfqlVO/RUAEREAEREAEREAEREAEREAEEhGQAZwIlwqLgAiIgAiIgAiIgAiIgAiIgAiUKgEZwKV65dRvERABERABERABERABERABERCBRARkACfCpcIiIAIiIAIiIAIiIAIiIAIiIAKlSkAGcKleOfVbBERABERABERABERABERABEQgEQEZwIlwqbAIiIAIiIAIiIAIiIAIiIAIiECpEpABXKpXTv0WAREQAREQAREQAREQgRACCxYsMF999VXI0eLs/uKLL8wLL7yQSPmff/5p7rvvPpPJZBLVU2ERKJSADOBCyameCIiACIiACIiACIiACFRTAhdeeKEZPHiw+eOPPyqth40bNzYtW7bM295DDz1kPvnkE1uubt26plWrVqZOnTp566mACKRBQAZwGhRrgQ5GEX/++ecyZzp79myzdOnSMvsKffPTTz+ZG264IW/1Sy65JFfm3nvvNfQhSBhNfP/9981nn31mVqxYEVRE+0RABERABERABESgRhL45ptvrEG53Xbbmddff73cOf7444/m119/LbMfDyz1eIbyCs9ReJKXLVvm3W23f/vtN/P999/n9q+++uqmbdu2uffo/Pbbb8t4d9HDMxr12Mbw3WqrrXJ12Pj999/N119/bf7666/cfvpFeV5/+OGH3H5tiEBSAvWSVlD52klgwoQJpk2bNqZXr14WwJ133mk++ugjc/nll6cCZMmSJebtt9/Oq+vVV1/NlZk5c6Zp165d7r3bmD59urn++uvN5ptvbhYuXGj/rrrqKtOiRQtXRK8iIAIiIAIiIAIiUGMJPPfcc2bPPfc06623nnniiSfMbrvtZs8Vg/TMM880eF15jurRo4c57rjjzJw5c+wzXdOmTe3+Sy+91Gy99dbW0XDuueeaddZZx3z++efmpJNOMnvttZfVxbPhxIkTrcG7ePFic8011xiewd58801z1llnWZ04Lqj73XffmWOPPdbstNNOhnqUw0kxb94806dPH3PwwQebJ5980up98MEHzfjx480GG2xgcJAMHz7crLvuuuall16y58I5YMCvueaahue7KIljKMcp49pgMACDfaWVkvsQ3cBCkvZcu5wzgwHLly93u2K/ukEEnokL8bIXOuBAnxE+GwxoJBVY42grpM+rrbaa4S9MZACHkdH+UAJTpkwxr7zyihk1alSZGwAfbm5U3OjcjYGRunr16tkPPjdb/4dx0aJFZUYFvY3yRV111VXtn3d/vm1ummeffbbZYostbFFGPl1/2OHabNKkif1i0QZC/13/+NLxhV9llVXsMb7E3LzXXnvt3BeR45SjDDek+vXr5/T4OdgD+icCIiACIiACIiAClUCAZzUMUkKSr7766twzDkbvyiuvbI1dntGc9xYj+bDDDjN777239djiyUWYm8sz1TbbbGMNmRNOOMEawNR96qmnzKRJk+zzDw4KjFKv8FyEo4TnQsKdifTDAB4wYIBhrvD+++9vdthhB28V+zz18MMPW8Oa+s8884x59NFHrZFOQTzON910k61DX2bNmmU22WSTMjq8b3gG9YvfiAwq46/j3vM8yDMlz7RJBUOU+knac21UpK57XqXdQoxJnnUL6TPnStvwKrQ+nL3P8I5Hvtd8dcp/KvJp1PFaTYAb57hx46zx26BBgxwLRgC5SeIlJlyamy4eV0YQGU1khI9QliOPPDLnRUYPN05uXNRzwk112LBh9kvzyy+/mC233NLOYXHH871i0HJjdQYwN1sn/jbfe+89ez6MTvXr18/2h7J4ox977DFz8cUXh45gMhI5depU62Hmh4KbfBgH177/FaPbPyrGzSJIwkYMucHwhxc9jjj9Yfr8OipLv5+Dvx/ufaH9r2763fnoVQREQAREQATSJIA3l3m/GIcIXmCeWfbdd18bOcfzGJ7THXfc0eyyyy62TOfOnc3IkSOtlxdvMUYrv7eEKuMBRho1amQdARizPEN07NgxN/jfpUsXW2bu3Ln2lX/rr7++1cfzFE4NngXzCZ5hnvucU2HXXXc1Y8eOzRnArVu3zqnYbLPN8hrAODv84n9eCirjr+Pe87xI35yDxO2P84pzBGMySXtOL9cC43+NNdZwu2K/cr44fxgMKcRw59oV0meeH3Ee5fPGhp0IIfrYGu6zEFaukP0ygAuhVkvrYNjecccd5tBDDzXNmjXLUeAm+/jjj5v777/fjvAQujJ58mTTt29fW4YQltNOO83eLEnGQBg1Ri6jjSRB4MP94osvGoxRhFEb2iD0BsFoPvzww2OHMA8cONDexB944AGz++67mwMPPNB+6aPatA2F/OOLFzSCSfHPs+FAjGhiAOfjEKSekTj/zYibY5D4y7kyrnzYcVfOvVKem1KS8tRNUj6p/iAOrr/+10L6Xx31+89L70VABERABEQgDQLPPvusDQ9208YwXtiHAYz39/bbbzdvvfWWNYp5Zhs9erTZdtttrWeVCD+mkRHm3LNnT+sx5DfdCZ5IvHk8E3j3u+PeV57xeLbbb7/9rOGMZzefoNeF7FLWtRdUj+fFfH0Iqqd9IiADWJ+B2AQIQTnnnHPsXIxu3brZ+RhUZrSOm+Fdd91ldTHKhKfYGcDOu4tHGCOREawPP/zQJjxwXuSNN9441w8MTrIB4l11SRx4jTuHF10YpYyAMgfm6KOPNrfddpthVJIkC0Ft5hoP2IgawcTL7MKE8nEIUB0Y4s0IYZDgSQ8S5kdgFDZs2DDocLl9bgQyTJ+/QmXo5wfOhZ/72/e/p/+UT9L/6qjff156LwIiIAIiIAJpEODZh2lqa621llVHyO9BBx1kvYAkNMWjt/3221tHA/Nv+Y3EEdGpUydrrPJc89prr9lnO5wR06ZNM3iI+f3F80uSK5wbGM54F4m8w8OMh9Er1COsmvDpjz/+2HsodJuy9N3pJZS7a9euoeV1QAQKISADuBBqtbQOBi0hLn//+9/NZZddZm98jL4xWkciAm6OThg1DBI8cc47yA03SJiPcvrpp5tjjjnGJrLiplyIbLTRRoY/PL+sSYchHtYm/XKeVH9bcUcwk3Dwt6H3IiACIiACIiACIlBRAjNmzLBRes74RR+OBZ7fcCzwrDZmzJicB5cIO57l+CNKj1wnOCuI3EOOOOIIGwJNGDLGLwm0EDzJRNgdcsghNtSZ9zwbYlw7IbEVRjID1ptuuqnpArOm1AAAQABJREFU0KGDIYkqz3cY1oRc9+7d2xrnrg4OFdrEcMbxQb+uuOIKd1ivIpAKARnAqWCsHUrcfAeMW4zSe+65x3p5CZvB44rXFi8k3l1GCb1eXT8hRhm5oRHfz0gjN2wn77zzjvXUkoiBOQ/+5ZdcuaBXRjkvuugiO1cEzy318UajC2M4rE36jQcSTzOZBj/99NOc+rgjmIVwyDWiDREQAREQAREQARGoIAEi026++eZyWojgc0ISKZ6/eO5h8B5h3i9/PHN555luuOGG5u6777bPdezHIHWC8cq0Nry1LhqOqWf8ISS4wtNM5B/zh72C8cyfE5cBmvdkpiZcmz56o728uil34okn8iIRgcQEZAAnRqYKEBg6dKj1BJNAgaWImLPLaF3rbHICvKwYoVHCaCQ3TkYHMZS9679xAybcesiQITb85oADDrDzUm655RY7gkgyBubkUufaa681I0aMyIVjo7d79+7mjDPOsDd2DOCdd97ZtG/f3nYnrE0OHnXUUbZNRhxdefaHjWBi8HuFUcukHLz1tS0CIiACIiACIiAClUHAGaz+trzGr/eY1xD17ufZJ0wX5Yiw8xu/3vph2+gNazOsjvaLQFwCdbLhqP+b2R63lsqJQAABjE3vKGBAkXK7mF/KR9AtReQt4LzD3n1JtskgzU2Zm69XXJt4qc8//3ybBdodx4OMAe+83W4/fQwawXTHva+FcPDWp1+E//iFxGJBUugc3bhzqitDP8yTzgFu3rx5EI5y++h/Kesvd0LaUTIE+Oy5tdPzddp9v7nP4JFxuQry1WOKByGHfJ8ZAIwjZETnvhh03w2qTzgky5vwnSPMMY7wW8B9M+73mnsv4ZUkWPTff8PaS3pv4t5MMkceqpPwpW+FPMCH9Vv7RUAEqpbAt99+a/r375/rhLv/5nZEbKSRBTru85e3G9y/+H0IG6DwlvVvcz8mPw/TFZ3H318m6j2/Md7kt1Flvcf4DSALNH2O+1vgrY8dwL067m+bt26+bXmA8xHS8dgE8o0CBimKegiJGlEM0uXf50/G4I67NjE0/RL2JUsyglkIB38/9F4EREAEREAEREAEREAERCB9AjKA02cqjSVCAC/AoEGDSqS36qYIiEApEmC5kZYtW9rpHKXYf/VZBERABERABGoagf/NZK9pZ6bzEYE8BAj/Yw6zRAREQAREQAREQAREQAREoHYQkAFcO66zzlIEREAEREAEREAEREAEREAEaj0BGcC1/iMgACIgAiIgAiIgAiIgAiIgAiJQOwjIAK4d11lnKQIiIAIiIAIiIAIiIAIiIAK1noAM4Fr/ERAAERABERABERABERABERABEagdBJQFunZcZ52lCIiACIiACIiACIiACIhAlsCkSZO0vnct/iTIAK7FF1+nXn0JTJgwwRSyUHr1PSP1TAREQAREQAREQAREQASqnoBCoKv+GqgHIiACIiACIiACIiACIiACIiAClUBABnAlQFYTIiACIiACIiACIiACIiACIiACVU9ABnDVXwP1QAREQAREQAREQAREQAREQAREoBIIaA5wJUBWEyKQhEDDhg1NJpOJXaV+/fqmXr34X+XqqD/J+RbS/1LWH/uDoILVjgDfzTXWWMOstFL8seZVVlnF1KlTJ/a58N2njbp168aus/LKK8cuS0HXRpL7DG0k+d7Rf84jSRtJ731cB9qgXlyhP0muX1y9KicCIlB1BJo0aZLoXuPtKffoQu8JSZ9fvO3S5qqrrurdFXu7kN8ir3L6Xahwz036m+PaatCgQaLfNlcvzmud7A9U/CftOBpVRgREQAREQAREQAREQAREQAREQASqIYH4w9LVsPPqkgiIgAiIgAiIgAiIgAiIgAiIgAjEJSADOC4plRMBERABERABERABERABERABEShpAjKAS/ryqfMiIAIiIAIiIAIiIAIiIAIiIAJxCcgAjktK5URABERABERABERABERABERABEqagAzgkr586rwIiIAIiIAIiIAIiIAIiIAIiEBcAnWHZSVuYZUTAREoLoGlS5eaDz74wPz666+madOmiZZDydczdM+dO9csXLgw99eoUaOClwLwtjdnzhyb5t6f6v6HH34wH374oV12pCJp9IP0o/vrr7/OnQvMWNogqfzyyy9m5syZpkWLFuXS7afR/zD9afU/6fmqfOUQYIGFzz77zHz++eeJl97J18Pvv//eLF682PD99Upa948///zTfm/5PvuX3UirDb4X3Os4B5YV8UpabTidXIMlS5aY1Vdf3e0yabeRU6wNERCBak0gjd/1JCcY9PxC/WL2I+y5g3aLee+Luq8X8zeR80oqMoCTElN5ESgSAR5qBw0aZLhZ/uc//zHvvvuu2WOPPVIzgt9//31zySWXmC+//NLqRn+nTp3KPUQnOb1PPvnEMIY2YcIE065dO9OqVatc9eeff96cdtpp5vfffzejR482LVu2NBtvvHHueJyNKP033XSTeeqpp8zHH39sz2fevHlmp512iqM2V2bixInm2muvNT/++KO57bbbzHrrrWc22GADezyN/kfpT6P/uRPRRrUjcPHFF5v77rvPft/GjRtndt111zIGWCEdZpDn5ptvNqNGjTLfffed6dq1a05NWvcP7g/HHnusHVii/1988UXue5VWG1OnTjUXXnihvTfccccd1pjnXoSk1YYDM2PGDHP66afb68D9tBhtuLb0KgIiUL0JpPG7HvcMo55fitmPqOeOtO+vXhZR93XKFeM30dt+4m3WAZaIgAhUPYGRI0dmxo4dazuyfPnyTNYYzkybNi21jmVvTplbbrklNX2zZ8/OHH/88ZmsAZo599xzMy+99FJOd9aDlDnwwAMzWWPe7st6ajP7779/5o8//siVybcRpZ+6//znPzOzZs3Kpyb0eHYUNDNkyJDMb7/9Zsu88sormVNOOcVup9H/KP00UtH+247qX7Uk8N5772X69euX+7xnB4gyV155ZYX7Onjw4Mxjjz2WefrppzPZh4ky+tK6f2QN7Mxrr71mdfN95XubjRqx79NqY/r06ZkFCxZYnbx27949s2zZslTbQNmKFSvsffTBBx/MnHfeeVY//9I6j5xCbYiACFR7Amn8rsc9yajnl2L2I99zRzHvfVH39WL9Jsa9HkHlNAc48ZCBKohAcQhkbx5mu+22s8rr1atntt56a8O+tATv0RprrGGyD4Uma2BXWG3btm3NjTfeaNq3b19OF97Yv/76y7Rp08YeW3fddQ0h0Hi340qUfnRwPo0bNzbZB+e4KsuUI+zyuuuuM6uttprdj4d60aJFdjuN/kfpp5GK9t92VP+qJYG33nrLbLXVVjb0nw7usMMOhn0VFTy/WYM0MCokrfvHcccdl/P41q9f335v+awiabWx7bbb2ikH6CQMsHnz5nYKRZptoOvRRx+118EbmZJ2G+iTiIAIVH8Cafyuxz3LqOeXYvYj33NHWvfwIA5R9/Vi/SYG9SPuvnpxC6qcCIhAcQkwN3fDDTfMNcJ2mgYwcwYJFz755JPN/PnzTbdu3cyJJ56Ya6+QjTp16gRW41z8D52cD6HGSSRMPzp4KCdEk9BujPq///3vZrfddkuivkzZhx56KFc/rf57G/DqZ3/a/fe2pe2qJcDn3Bvuz3ch6Wc/6Ayivg/FuH9kI1CsEe++y2m2kfVim4cffth+D6655prc6abVBoNZjzzyiA0ZJwzaK2m14dWpbREQgepNgO+9u5e5nhbyXOLq5nsNu19XZj/8zx3FvveF3deL9ZuY7xpEHZcBHEVHx0SgEgnUrVvXGnKuSYw6PMFpCV4ovLV4lvGaDhw40M4x3myzzdJqIqeHc8ED7BXOh/1pyVFHHWXPJxu2bJhrc8EFF9h5lmE/OlHtYkhnQzHtXEHKpd1/v37aSLP/6JNUHwJ8b/m8O0n7s+/0el/Tvn9kQ/hshMTw4cNzzaTZRufOnc1GG21kXnzxRXP11VebESNG2HbSauPWW2+13zF/Ei8aSauNHBhtiIAIVHsCfO+L/VwSB0Jl9SPouaPY976w+3pV/CbmuxYKgc5HSMdFoJIIEIJL1lgnPICSmTgt4WET4xchTGb77be3yaPS0u/V484lO+8it5vzYX9aQlKhNddc06rDsCesmwQPSYUERXjaSRDmBhzS7H+QfvqYVv+Tnq/KF58A31s+707S/uw7vd5X95l1+ypy/yCqIjtH3SYtcUnh0JtmG2RkxktO5AaJt7766ivb9TTaIMQwm5PAJvKaNGmSNbLRP3ny5NTasIr0TwREoGQIuHtLMZ9L4sCojH6EPXe4tl0/K/I74XR4X8Pu61Xxm+jtV9C2DOAgKtonAlVAAIPomWeeMdnEM3ZeHOGH7EtLHn/8cZNNbmPV4QHG6Nt5553TUl9GD3N+MU55CEXeeOMN06BBg9yc4DKFC3jDKC7Zm3/66SdbGw8w85vXXnvt2Nr4EUTHN998Y7IJisos95JG/6P0p9H/2CeqgpVOgO/t22+/bQdksglPDGFhaX6Xg04orfsH9wi+F3hlyezulTTaYKAKb6+bV0w2azzka621lm0qjTZYWomM+txzGOxjOScGt9wybWm04eWibREQgepPII3f9TTOspj9iHruoO/FuvfFua9X9m9ivmtVJwvrfy6afKV1XAREoGgEWC6IpUFYq5ftQw45xHpH0mqQB028Ohi/fO332msvGyJYEf19+vSxnlfmlZBMigfOAQMGmH333dd89NFHJpsd2hqW2UzL1sPasWPHRM1F6Z8yZYoZM2aMbZMH3n79+hmSMMQVvMW9e/e2RrM3bBpGW2yxRYX7n09/Rfsf9zxVrmoI3H333Wb8+PF2mTEeeC677LIKL4N0ww03WG8ma9ryPWbd680339wMGzbM3jPSuH+wBNK3335bZkBon332sVMm0rpHMSCQzXhvE2xhmB555JE2JwFXKq02vFedwT7mA1966aV2dzHa8LanbREQgepJII3nkrhnFvX8Uqx+5HvuKOa9L+q+DrNi/CbGvRZB5WQAB1HRPhGoQgJ4RpzXohjdIBkWGZm9Rl8x2nE68dI2bdrUvU39FV6E3RRLSr3/xeIivfkJMCqeXZaiqJ9Pfy+Kff+gvbTa+OWXX2wmd/85pNlGkG63L63zcPr0KgIiUBoEiv27HpdCVfWjmPe+qPt6Vfwmhl0LGcBhZLRfBERABERABERABERABERABESgRhHQHOAadTl1MiIgAiIgAiIgAiIgAiIgAiIgAmEEZACHkdF+ERABERABERABERABERABERCBGkVABnCNupw6GREQAREQAREQAREQAREQAREQgTACMoDDyGi/CIiACIiACIiACIiACIiACIhAjSIgA7hGXU6djAiIgAiIgAiIgAiIgAiIgAiIQBgBGcBhZLRfBERABERABERABERABERABESgRhGQAVyjLqdORgREQAREQAREQAREQAREQAREIIyADOAwMtovAiIgAiIgAiIgAiIgAiIgAiJQowjIAK5Rl1MnIwLpE/jrr7/Ml19+aX799df0lUujCIiACIiACIiACIiACFQiARnAlQhbTYlAEIH+/fubOnXqmMMOO6zc4YMPPtgeW7x4cbljxd6xbNkyc/LJJ5tGjRqZDTfc0DRp0sRsttlmZvz48cVuWvpFQAREQAREQAREQAREoCgEZAAXBauUikByAhMnTjTTp09PXrFINS644AIzevRos95665mhQ4eafv36mQULFpijjz7a3HnnnUVqVWpFQAREQAREQAREQAREoHgE6hVPtTSLgAgkIZDJZKyh+dxzzyWpVrSyDzzwgKlfv7555ZVXzJprrmnbOfPMM20fDznkkKK1K8UiIAIiIAIiIAIiIAIiUCwC8gAXi6z0ikBCAgcccICZMmWKeeqpp3I1MYr9snTpUnPKKaeYtm3bmubNm5vu3bub2bNn22LM1d1+++2t59bV++qrr+y+Cy+80O0yy5cvN507dzaXX355bp9/45tvvjHrrLNOzvjl+Kabbmr+/e9/m9VWW80Wx2tNe88++6w56aSTzNprr2222GILc9ddd5VR98svv5gBAwaYjTfe2IZS77777mbatGllyvz+++/m+OOPN61bt7ZeZ0LD58yZU6bM3Xffbbbbbjuz+uqrm2233dbcd999ZY7rjQiIgAiIgAiIgAiIgAhEEZABHEVHx0SgEgkQZozHlVcST4UJhvKoUaPM+uuvb3r16mWmTp1qdthhBxuevMEGG9iEVY888kiu+tNPP21Dq2+//fbcvrffftu8/vrr1tDM7fRtdOjQweqiP99++63v6H/fzp8/3+o+//zzrfHOHOGZM2eaY445xjz55JO5OvQTY5V+du3a1bz66qvWcKe+kx49ephbbrnFGrddunQxeKB79+5tmIuMjB071vTt29dQB2OacOwjjjjC3HvvvU6FXkVABERABERABERABEQgkoAM4Eg8OigClUeARFPMs33vvffMPffcE9jw888/bzBojz32WPPCCy9Yo5D5uD/99JO57rrrbMIs511dsWKF1fHMM8+Ypk2bGjzBGKcIYc3IHnvsYV+D/l177bWmYcOGZvjw4dZQ3nLLLc15551nDVB/+Xbt2pkZM2YY+vfYY4/Zw9R3ghH9+OOP2/PCg4y3eOHChdZ4pwweZAx5DOcPPvjA4FkeN26c9fKSfRqPNXOSCcX+7LPPzMiRI81HH31kVl11VbvftaNXERABERABERABERABEYgiIAM4io6OiUAlE7jooous0Ymx98cff5Rr/aWXXrL7unXrZghR5g/DdKWVVjKvvfaaPYZRS9bo999/3xBCjXF56qmnmlVWWcUazxTCACaEGo9xmNAGxjjzfvEGY3ASMk17ixYtKlMNr7STv/3tbzYU+p133nG7zL777mvQh/z55582/Jpt+o84g5ys107Iij1mzBjTokULa/Tihd5zzz2t55d6P//8s9lxxx3tsR9++MFV06sIiIAIiIAIiIAIiIAIhBKQARyKRgdEoPIJMOcWb+nnn39u7rjjjnIdmDdvnt135JFHWq8sGZo333xzGzLtjjmvLmHGGLAYhz179jQ777yzNYZRwDE8xfkEIxkPMMb0F198YWiXEOQHH3ywTFWWcXKCMd6qVSvz448/5ox4jPBddtnFrLHGGjbMm9Bmr7i+E9YdJMxtRgh35pzdH15jxB23b/RPBERABERABERABERABEIIyAAOAaPdIlBVBE4//XRr4F155ZXWW+rtB95QZNKkSWbu3Lll/pwxSKIpPLt4hEmqRdhwx44dzT777GNefPFF6zH97rvvYhnA3rYxOi+77DK769FHH/UeKrdN0ivCp1deeWXz9ddfWwOcNvHoYpQzh9kr7rzC1jt2x0mM5T9v3uOhloiACIiACIiACIiACIhAPgIygPMR0nERqGQCZFgm1BjDjvm7XnGG3ptvvmmzJZMxmT+MSgxUJ4QK4+VlTi6GLx5aXplP64xPvwcYHWSYdkKmadYB9go6kbXWWsu723z44Ye597NmzTIff/yxDbFm57vvvmuWLFliBg4caA499FBrjJPF2St4sRHvElB4wRkEoE8Y9YRwY8Bzvu7v+++/Nw0aNLCGtleftkVABERABERABERABEQgkEB2jqBEBESgCglkE1+x1lEm6ynN9SKbBTqzzTbb2P0cyxqu9lh2XnCmTZs2max3NZNdMiiTTRaVyWZEtuUefvjhXP3sMkR2X9Y4zIwfP97uR2fWG5zJJo7KZJczypVlI5sh2pbPZmu2+7MhxZmsF9nuy87dzQwbNixz9NFHZ7IhzJm6detmsoawLXfDDTfYMtlQ6cxZZ52VGTFiRIZt+pw1nm2ZbLKrTNZ4zWy99daZ7BzmTDZ8OpM1xm2ZAw88MJNdwimTNXJte02aNMlkE21lsom9Mp06dco0a9YskzWErZ4hQ4bYOtTNLoeUueqqq2x/smHZ9rj+iYAIiIAIiIAIiIAIiEA+AiTJkYiACFQhgSADmO5kvbfW4PMawOz/5JNPMtnlhHLHsp7fzNVXX82hnGQzPtvjWc9vJuslze3v06eP3Y/x7JXs3Fq7P7usUG439Q466KAMRil94A/jGwPWiTOAs0sUZbLrAdsy2TnAmUGDBmUw1p1k5xFnsvOb7fFstutM1ktsDffssk+Zhx56yBbLepGtkezayq4nnJk8ebJTkcl6ka3RTx3KMAiQnUucySbDypXRhgiIgAiIgAiIgAiIgAhEEajDwezDpEQERKDECLD00W+//WbXA06j68zRJbTZm9AKvdwiCEdu1KiRadmyZZmmbrzxRjN48GA7J5kMzsz3zRrMdv5vmYLZN6xtzPGozNPUIXkWmaL9YdZOH9mxSXqVNcZN1hvtdutVBERABERABERABERABPISqJe3hAqIgAhUSwKs7ctfWrL22msHqsIgxtiMI955yP7yZIfOZ/xSp3nz5v6qZd6TWIs5wRIREAEREAEREAEREAERSEpASbCSElN5ERABERABERABERABERABERCBkiSgEOiSvGzqtAhUDwILFiyw4cisF0zos0QEREAEREAEREAEREAEqjMBGcDV+eqobyIgAiIgAiIgAiIgAiIgAiIgAqkRUAh0aiilSAREQAREQAREQAREQAREQAREoDoTkAFcna+O+iYCIiACIiACIiACIiACIiACIpAaARnAqaGUIhFIh8CyZcvM0qVLC1LGUkMsE1SIsPTQ77//bpc9KqR+oX1mmSXapf1ChPPlvAsR+gzvQmTFihVm+fLlhVRVHREQAREQAREQAREQgSoiIAO4isCrWREII4AxuHjx4rDDkfsxBJcsWRJZJuwgxtzPP/9csAFMvwsV2i3UcMeIxRgtRFhHmb9ChDYLNfoLaU91REAEREAEREAEREAEKk5ABnDFGUqDCIiACIiACIiACIiACIiACIhACRCQAVwCF0ldFAEREAEREAEREAEREAEREAERqDgBGcAVZygNIiACIiACIiACIiACIiACIiACJUBABnAJXCR1UQREQAREQAREQAREQAREQAREoOIEZABXnKE0iIAIiIAIiIAIiIAIiIAIiIAIlAABGcAlcJHURREQAREQAREQAREQAREQAREQgYoTkAFccYbSIAIiIAIiIAIiIAIiIAIiIAIiUAIEZACXwEVSF0VABERABERABERABERABERABCpOQAZwxRlKgwiIgAiIgAiIgAiIgAiIgAiIQAkQkAFcAhdJXRQBERABERABERABERABERABEag4ARnAFWcoDSIgAiIgAiIgAiIgAiIgAiIgAiVAQAZwCVwkdVEEREAEREAEREAEREAEREAERKDiBGQAV5yhNIiACIiACIiACIiACIiACIiACJQAARnAJXCR1EUREAEREAEREAEREAEREAEREIGKE5ABXHGG0iACIiACIiACIiACIiACIiACIlACBGQAl8BFUhdFQAREQAREQAREQAREQAREQAQqTkAGcMUZSoMIiIAIiIAIiIAIiIAIiIAIiEAJEJABXAIXSV0UAREQAREQAREQAREQAREQARGoOAEZwBVnKA0iIAIiIAIiIAIiIAIiIAIiIAIlQEAGcAlcJHVRBERABERABERABERABERABESg4gTqVVyFNIiACKRNoG/fvmmrlL4qIjB58uQqalnNioAIiIAIiIAIiIAI+AnIA+wnovciIAIiIAIiIAIiIAIiIAIiIAI1koAM4Bp5WXVSIiACIiACIiACIiACIiACIiACfgIygP1E9F4EREAEREAEREAEREAEREAERKBGEpABXCMvq05KBERABERABERABERABERABETAT0AGsJ+I3ouACPz/9u4FRo+q7gPw2V6AVkpLKZRAAxQRBRTRFBTEikEFVLApF6lCAUmFABYRUUMaELCVCIhyiZcYNFAILSigkhC1ihKugVKrKFZAQC6FQltbet+WjzPknW93KNvd2d2+e84+k5SdeWfOnHOe/9b461xeAgQIECBAgAABAgSyFBCAsyyrSREgQIAAAQIECBAgQIBAVUAArorYJkCAAAECBAgQIECAAIEsBQTgLMtqUgQIECBAgAABAgQIECBQFRCAqyK2CRAgQIAAAQIECBAgQCBLAQE4y7KaFAECBAgQIECAAAECBAhUBQTgqohtAgQIECBAgAABAgQIEMhSQADOsqwmRYAAAQIECBAgQIAAAQJVAQG4KmKbAAECBAgQIECAAAECBLIUEICzLKtJESBAgAABAgQIECBAgEBVQACuitgmQIAAAQIECBAgQIAAgSwFBOAsy2pSBAgQIECAAAECBAgQIFAVEICrIrYJECBAgAABAgQIECBAIEsBATjLspoUAQIECBAgQIAAAQIECFQFBOCqiG0CBAgQIECAAAECBAgQyFJAAM6yrCZFgAABAgQIECBAgAABAlUBAbgqYpsAAQIECBAgQIAAAQIEshQQgLMsq0kRIECAAAECBAgQIECAQFVAAK6K2CZAgAABAgQIECBAgACBLAUE4CzLalIECBAgQIAAAQIECBAgUBUQgKsitgkQIECAAAECBAgQIEAgSwEBOMuymhQBAgQIECBAgAABAgQIVAUE4KqIbQIECBAgQIAAAQIECBDIUkAAzrKsJkWAAAECBAgQIECAAAECVQEBuCpimwABAgQIECBAgAABAgSyFBCAsyyrSREgQIAAAQIECBAgQIBAVUAArorYJkCAAAECBAgQIECAAIEsBQTgLMtqUgQIECBAgAABAgQIECBQFRCAqyK2CRAgQIAAAQIECBAgQCBLAQE4y7KaFAECBAgQIECAAAECBAhUBQTgqohtAgQIECBAgAABAgQIEMhSQADOsqwmRYAAAQIECBAgQIAAAQJVAQG4KmKbAAECBAgQIECAAAECBLIUEICzLKtJESBAgAABAgQIECBAgEBVQACuitgmQIAAAQIECBAgQIAAgSwFBOAsy2pSBAgQIECAAAECBAgQIFAVEICrIrYJECBAgAABAgQIECBAIEsBATjLspoUAQIECBAgQIAAAQIECFQFBOCqiG0CBAgQIECAAAECBAgQyFJAAM6yrCZFgAABAgQIECBAgAABAlUBAbgqYpsAAQIECBAgQIAAAQIEshQQgLMsq0kRIECAAAECBAgQIECAQFVAAK6K2CZAgAABAgQIECBAgACBLAUE4CzLalIECBAgQIAAAQIECBAgUBUQgKsitgkQIECAAAECBAgQIEAgSwEBOMuymhQBAgQIECBAgAABAgQIVAUE4KqIbQIECBAgQIAAAQIECBDIUkAAzrKsJkWAAAECBAgQIECAAAECVQEBuCpimwABAgQIECBAgAABAgSyFBCAsyyrSREgQIAAAQIECBAgQIBAVUAArorYJkCAAAECBAgQIECAAIEsBQTgLMtqUgQIECBAgAABAgQIECBQFRCAqyK2CRAgQIAAAQIECBAgQCBLAQE4y7KaFAECBAgQIECAAAECBAhUBQTgqohtAgQIECBAgAABAgQIEMhSYFCWszIpAm0EnnrqqbB+/fryk5aWlrDHHnuU24sWLQpr1qwJY8aMKT+LK7HdrrvuGgYOHNju87ixfPny8K9//avYv/322xf7V61aFZ577rl2xw4ZMuQt5213gA0CBAgQIECAAAECBDabgAC82ah11CyBr371q2GvvfYKgwa9+esef1500UXlcC644ILw4osvhtmzZ4ctttii/Dy2u+GGG8Lw4cPLz+LKNddcE/72t78VITr+/OAHPximTp0aFixYEKZNmxb23Xff8vjddtstTJkypdy2QoAAAQIECBAgQIBA8wQE4ObZ63kzCpx//vlvCbKx+xdeeCHEK8Ljxo0LDzzwQBg/fnyHo3rllVfCvffeG2bOnFlcGW5tbQ1333132Wbs2LFh+vTp5bYVAgQIECBAgAABAgT6joBngPtOLYykCQJz5swJhx56aPjEJz4R/vCHP2xyBFtuuWWItzovXry4ODZeTY5tBwzwV2mTeA4gQIAAAQIECBAg0GQBV4CbXADdbx6BSy65pLwFOt6yfNxxxxUd//GPfwxXXHFF2GabbcJll10WVq5cGYYOHfq2gxo2bFhxS/OZZ54Zdtlll/DpT386HHLIIWUAjrdBn3HGGWX7ww8/PBx11FHldnVlxYoVIf5pu2zYsKHtpvXEBV5++eWNzmCHHXbY6Oc+JECAAAECBAgQ6D0BAbj3bJ25DwlMnjw5bL311sWIGj/jS67Wrl1bPLsbd+y8887hnnvuCYcddliHI//MZz5THDN37tzwm9/8pvhz5ZVXFm3iLdAXX3xx2b6jMB0PileQt9pqq/L4uLJ69ep22zbSFqjWN+3ZGD0BAgQIECBAIG0BATjt+hl9JwXi25yrL7OKtzzHq3D33XdfcZYRI0YUt0FvKgDHg2NwPeCAA4o/Rx99dIjPBsdl8ODBYdSoUcV6Z/4Tb6mOf9oubd9Y3fZz62kKxLsLLAQIECBAgAABAn1DQADuG3UwiiYIxOd/r7rqqjB69Oii93Xr1oWJEyeGpUuXhhiGN7Y8/vjj4fbbbw/nnntuEXbjS7TiFb7tttsuPP/88xtr4jMCBAgQIECAAAECBPqIgADcRwphGJtX4LHHHgsjR44sw2/sPV69Peigg4q3Ok+YMKEY0Kmnnlo+3xtvfT7hhBOKW6mPP/74sO222xZt4jO/8U3ScYnnbTxfHLfj1y+1/cql+JmFAAECBAgQIECAAIHmCLS8/sbSnK71SiBdgfjX5rXXXgvxpVg9vSxZsiRMmjSpp0/rfE0SuOuuu5rUs24JECBAgAABAgSqAr67pSpim0AnBOIV394Iv53o2iEECBAgQIAAAQIECNQUEIBrwmlGgAABAgQIECBAgAABAmkJCMBp1ctoCRAgQIAAAQIECBAgQKCmgABcE04zAgQIECBAgAABAgQIEEhLQABOq15GS4AAAQIECBAgQIAAAQI1BQTgmnCaESBAgAABAgQIECBAgEBaAgJwWvUyWgIECBAgQIAAAQIECBCoKSAA14TTjAABAgQIECBAgAABAgTSEhCA06qX0RIgQIAAAQIECBAgQIBATQEBuCacZgQIECBAgAABAgQIECCQloAAnFa9jJYAAQIECBAgQIAAAQIEagoIwDXhNCNAgAABAgQIECBAgACBtAQE4LTqZbQECBAgQIAAAQIECBAgUFNAAK4JpxkBAgQIECBAgAABAgQIpCUgAKdVL6MlQIAAAQIECBAgQIAAgZoCAnBNOM0IECBAgAABAgQIECBAIC0BATitehktAQIECBAgQIAAAQIECNQUEIBrwmlGgAABAgQIECBAgAABAmkJCMBp1ctoCRAgQIAAAQIECBAgQKCmgABcE04zAgQIECBAgAABAgQIEEhLQABOq15GS4AAAQIECBAgQIAAAQI1BQTgmnCaESBAgAABAgQIECBAgEBaAgJwWvUyWgIECBAgQIAAAQIECBCoKSAA14TTjAABAgQIECBAgAABAgTSEhCA06qX0RIgQIAAAQIECBAgQIBATQEBuCacZgQIECBAgAABAgQIECCQloAAnFa9jJYAAQIECBAgQIAAAQIEagoIwDXhNCNAgAABAgQIECBAgACBtAQE4LTqZbQECBAgQIAAAQIECBAgUFNAAK4JpxkBAgQIECBAgAABAgQIpCUgAKdVL6MlQIAAAQIECBAgQIAAgZoCAnBNOM0IECBAgAABAgQIECBAIC0BATitehktAQIECBAgQIAAAQIECNQUEIBrwmlGgAABAgQIECBAgAABAmkJCMBp1ctoCRAgQIAAAQIECBAgQKCmgABcE04zAgQIECBAgAABAgQIEEhLQABOq15GS4AAAQIECBAgQIAAAQI1BQTgmnCaESBAgAABAgQIECBAgEBaAgJwWvUyWgIECBAgQIAAAQIECBCoKSAA14TTjAABAgQIECBAgAABAgTSEhCA06qX0RIgQIAAAQIECBAgQIBATQEBuCacZgQIECBAgAABAgQIECCQloAAnFa9jJYAAQIECBAgQIAAAQIEagoIwDXhNCNAgAABAgQIECBAgACBtAQE4LTqZbQECBAgQIAAAQIECBAgUFNAAK4JpxkBAgQIECBAgAABAgQIpCUgAKdVL6MlQIAAAQIECBAgQIAAgZoCAnBNOM0IECBAgAABAgQIECBAIC0BATitehktAQIECBAgQIAAAQIECNQUEIBrwmlGgAABAgQIECBAgAABAmkJCMBp1ctoCRAgQIAAAQIECBAgQKCmgABcE04zAgQIECBAgAABAgQIEEhLQABOq15GS4AAAQIECBAgQIAAAQI1BQTgmnCaESBAgAABAgQIECBAgEBaAgJwWvUyWgIECBAgQIAAAQIECBCoKSAA14TTjAABAgQIECBAgAABAgTSEhCA06qX0RIgQIAAAQIECBAgQIBATQEBuCacZgQIECBAgAABAgQIECCQloAAnFa9jJYAAQIECBAgQIAAAQIEagoIwDXhNCNAgAABAgQIECBAgACBtARaXn9jSWvIRksgb4ElS5aE9evXh1GjRnV5oq2trWHFihVh+PDhXW67atWqsHTp0jB69OgwYEDX/21s8eLFYeTIkV3uN/5P0MKFC4sxDx06tMvtly1bFoYMGRIGDx7c5bavvvpqaGlpqTXutWvXhjVr1oRhw4Z1uV8NCBAgQIAAAQIEmiPQ9f+X25xx6pUAAQIECBAgQIAAAQIECHRLQADuFp/GBAgQIECAAAECBAgQIJCKgACcSqWMkwABAgQIECBAgAABAgS6JSAAd4tPYwIECBAgQIAAAQIECBBIRUAATqVSxkmAAAECBAgQIECAAAEC3RIQgLvFpzEBAgQIECBAgAABAgQIpCIgAKdSKeMkQIAAAQIECBAgQIAAgW4JCMDd4tOYAAECBAgQIECAAAECBFIREIBTqZRxEiBAgAABAgQIECBAgEC3BATgbvFpTIAAAQIECBAgQIAAAQKpCAjAqVTKOAkQIECAAAECBAgQIECgWwICcLf4NCZAgAABAgQIECBAgACBVAQE4FQqZZwECBAgQIAAAQIECBAg0C2BQd1qrTEBAr0icMIJJ9Q+76xZs2q31ZAAAQIECBAgQIBAzgKuAOdcXXMjQIAAAQIECBAgQIAAgVJAAC4prBAgQIAAAQIECBAgQIBAzgICcM7VNTcCBAgQIECAAAECBAgQKAUE4JLCCgECBAgQIECAAAECBAjkLCAA51xdcyNAgAABAgQIECBAgACBUkAALimsECBAgAABAgQIECBAgEDOAgJwztU1NwIECBAgQIAAAQIECBAoBQTgksIKAQIECBAgQIAAAQIECOQsIADnXF1zI0CAAAECBAgQIECAAIFSQAAuKawQIECAAAECBAgQIECAQM4CAnDO1TU3AgQIECBAgAABAgQIECgFBOCSwgoBAgQIECBAgAABAgQI5CwgAOdcXXMjQIAAAQIECBAgQIAAgVJAAC4prBAgQIAAAQIECBAgQIBAzgICcM7VNTcCBAgQIECAAAECBAgQKAUE4JLCCgECBAgQIECAAAECBAjkLCAA51xdcyNAgAABAgQIECBAgACBUkAALimsECBAgAABAgQIECBAgEDOAgJwztU1NwIECBAgQIAAAQIECBAoBQTgksIKAQIECBAgQIAAAQIECOQsIADnXF1zI0CAAAECBAgQIECAAIFSQAAuKawQIECAAAECBAgQIECAQM4CAnDO1TU3AgQIECBAgAABAgQIECgFBOCSwgoBAgQIECBAgAABAgQI5CwgAOdcXXMjQIAAAQIECBAgQIAAgVJAAC4prBAgQIAAAQIECBAgQIBAzgICcM7VNTcCBAgQIECAAAECBAgQKAUE4JLCCgECBAgQIECAAAECBAjkLCAA51xdcyNAgAABAgQIECBAgACBUkAALimsECBAgAABAgQIECBAgEDOAgJwztU1NwIECBAgQIAAAQIECBAoBQTgksIKAQIECBAgQIAAAQIECOQsIADnXF1zI0CAAAECBAgQIECAAIFSQAAuKawQIECAAAECBAgQIECAQM4CAnDO1TU3AgQIECBAgAABAgQIECgFBOCSwgoBAgQIECBAgAABAgQI5CwgAOdcXXMjQIAAAQIECBAgQIAAgVJAAC4prBAgQIAAAQIECBAgQIBAzgICcM7VNTcCBAgQIECAAAECBAgQKAUE4JLCCgECBAgQIECAAAECBAjkLCAA51xdcyNAgAABAgQIECBAgACBUkAALimsECBAgAABAgQIECBAgEDOAgJwztU1NwIECBAgQIAAAQIECBAoBQTgksIKAQIECBAgQIAAAQIECOQsIADnXF1zI0CAAAECBAgQIECAAIFSQAAuKawQIECAAAECBAgQIECAQM4CAnDO1TU3AgQIECBAgAABAgQIECgFBOCSwgoBAgQIECBAgAABAgQI5CwgAOdcXXMjQIAAAQIECBAgQIAAgVJAAC4prBAgQIAAAQIECBAgQIBAzgICcM7VNTcCBAgQIECAAAECBAgQKAUE4JLCCgECBAgQIECAAAECBAjkLCAA51xdcyNAgAABAgQIECBAgACBUkAALimsECBAgAABAgQIECBAgEDOAgJwztU1NwIECBAgQIAAAQIECBAoBQTgksIKAQIECBAgQIAAAQIECOQsIADnXF1zI0CAAAECBAgQIECAAIFSQAAuKawQIECAAAECBAgQIECAQM4CAnDO1TU3AgQIECBAgAABAgQIECgFBOCSwgoBAgQIECBAgAABAgQI5CwwKOfJmRuBqsD69evDU089Vf242B47dmxYsmRJWLp0abE9cODAsNtuu4UBA978d6IVK1aE//3vf2GnnXYq28ftNWvWhB122CGsWrUqPPfcc+W+uDJkyJAwZsyYdp/ZIECAAAECBAgQIECgOQICcHPc9dokgRhWf/GLXxS9P/vssyEG4hh843LeeeeFmTNnhvnz5xchN+5buHBhmDJlSvjIRz4S5s2bF+68884wY8aM4vj4nz//+c/h3//+dzj33HPDggULwrRp08K+++5b7o8BOra3ECBAgAABAgQIECDQfAEBuPk1MILNKDB06NAwffr0oscYduNV22pA/dznPhcmTJhQHPPYY4+FH//4x0UA7swwY5hunL8zxzuGAAECBAgQIECAAIHNJyAAbz5rPSUosO2224aXX36510a+cuXKIoS37aC1tbXtZpfXV69eHeqcI17xjsvixYtDS0tLl/tdt25dePXVV7vc7vXXXy/avPbaa2+x6MzJ4lzXrl1be8yxj7rj3rBhQ9F3Z8ZZPWa77barfmSbAAECBAgQIECglwUE4F4Gdvr0BOJV36222qq4PXrOnDnhiCOO6PQk4m3QZ5xxRnn84YcfHo466qhyu7oSg2adsFk9T9vtuudsjKM77RvnaDuezq53t9+6fdfttxHc6/bbWRfHESBAgAABAgQI9JyAANxzls6UicDy5cuLq74PPPBA2HvvvcPJJ59czOztgk7bz+Mt0BdffHEpEW+57miJL8mKf9ou8UVc3Vm23HLLMHz48C6fIt4OHl8AFq96N1781ZWTxCvHI0eO7EqT4tgYJOOz1u94xzvCprw2dvJly5YVhoMHD97Y7g4/i1d+Y/3qjDtedY7PlA8bNqzDPuwkQIAAAQIECBDoOwK+Bqnv1MJI+ojAhz/84TB58uTipVjxJVcx6MRlxIgR4Zlnnmk3yvgirRgYG0sMYaNGjSr/1Al0jXP5SYAAAQIECBAgQIBAzwoIwD3r6WwZCcSruXvttVe44447ilnFNzovWrQoxFuk4xKveD744INhn332Kbb9hwABAgQIECBAgACBvi3gFui+XR+ja7LAKaecEs4555xw5JFHFrfnfu1rXyu241Xel156qfj8gAMOKEcZw/Fxxx1XbscAfdFFF5XbVggQIECAAAECBAgQaJ5AyxvP3735CtbmjUHPBJISiH9l4rOj8ZboQYN6/t+Q4jPAkyZNqm0ya9asbj0DPHr06KY8AxyfW65zy7hngGv/qmhIgAABAgQIEOh3Aj3//977HaEJ9zeB+NKkeAXYQoAAAQIECBAgQIBAWgKeAU6rXkZLgAABAgQIECBAgAABAjUFBOCacJoRIECAAAECBAgQIECAQFoCAnBa9TJaAgQIECBAgAABAgQIEKgpIADXhNOMAAECBAgQIECAAAECBNISEIDTqpfREiBAgAABAgQIECBAgEBNAQG4JpxmBAgQIECAAAECBAgQIJCWgACcVr2MlgABAgQIECBAgAABAgRqCgjANeE0I0CAAAECBAgQIECAAIG0BATgtOpltAQIECBAgAABAgQIECBQU0AArgmnGQECBAgQIECAAAECBAikJSAAp1UvoyVAgAABAgQIECBAgACBmgICcE04zQgQIECAAAECBAgQIEAgLQEBOK16GS0BAgQIECBAgAABAgQI1BQQgGvCaUaAAAECBAgQIECAAAECaQkIwGnVy2gJECBAgAABAgQIECBAoKaAAFwTTjMCBAgQIECAAAECBAgQSEtAAE6rXkZLgAABAgQIECBAgAABAjUFBOCacJoRIECAAAECBAgQIECAQFoCAnBa9TJaAgQIECBAgAABAgQIEKgpIADXhNOMAAECBAgQIECAAAECBNISEIDTqpfREiBAgAABAgQIECBAgEBNAQG4JpxmBAgQIECAAAECBAgQIJCWgACcVr2MlgABAgQIECBAgAABAgRqCgjANeE0I0CAAAECBAgQIECAAIG0BATgtOpltAQIECBAgAABAgQIECBQU0AArgmnGQECBAgQIECAAAECBAikJSAAp1UvoyVAgAABAgQIECBAgACBmgICcE04zQgQIECAAAECBAgQIEAgLQEBOK16GS0BAgQIECBAgAABAgQI1BQQgGvCaUaAAAECBAgQIECAAAECaQkIwGnVy2gJECBAgAABAgQIECBAoKaAAFwTTjMCBAgQIECAAAECBAgQSEtAAE6rXkZLgAABAgQIECBAgAABAjUFBOCacJoRIECAAAECBAgQIECAQFoCAnBa9TJaAgQIECBAgAABAgQIEKgpIADXhNOMAAECBAgQIECAAAECBNISEIDTqpfREiBAgAABAgQIECBAgEBNAQG4JpxmBAgQIECAAAECBAgQIJCWgACcVr2MlgABAgQIECBAgAABAgRqCgjANeE0I0CAAAECBAgQIECAAIG0BATgtOpltAQIECBAgAABAgQIECBQU0AArgmnGQECBAgQIECAAAECBAikJSAAp1UvoyVAgAABAgQIECBAgACBmgICcE04zQgQIECAAAECBAgQIEAgLQEBOK16GS0BAgQIECBAgAABAgQI1BQQgGvCaUaAAAECBAgQIECAAAECaQkIwGnVy2gJECBAgAABAgQIECBAoKaAAFwTTjMCBAgQIECAAAECBAgQSEtAAE6rXkZLgAABAgQIECBAgAABAjUFBOCacJoRIECAAAECBAgQIECAQFoCAnBa9TJaAgQIECBAgAABAgQIEKgpIADXhNOMAAECBAgQIECAAAECBNISEIDTqpfREiBAgAABAgQIECBAgEBNAQG4JpxmBAgQIECAAAECBAgQIJCWgACcVr2MlgABAgQIECBAgAABAgRqCgjANeE0I0CAAAECBAgQIECAAIG0BATgtOpltAQIECBAgAABAgQIECBQU0AArgmnGQECBAgQIECAAAECBAikJTAoreEaLYH+ITBz5swwatSoLk+2tbU1rFixosvtNCBAgAABAgQIECDQHwRcAe4PVTZHAgQIECBAgAABAgQIEAgCsF8CAgQIECBAgAABAgQIEOgXAgJwvyizSRIgQIAAAQIECBAgQICAAOx3gAABAgQIECBAgAABAgT6hYAA3C/KbJIECBAgQIAAAQIECBAgIAD7HSBAgAABAgQIECBAgACBfiEgAPeLMpskAQIECBAgQIAAAQIECAjAfgcIECBAgAABAgQIECBAoF8ICMD9oswmSYAAAQIECBAgQIAAAQICsN8BAgQIECBAgAABAgQIEOgXAgJwvyizSRIgQIAAAQIECBAgQICAAOx3gAABAgQIECBAgAABAgT6hYAA3C/KbJIECBAgQIAAAQIECBAgIAD7HSBAgAABAgQIECBAgACBfiEgAPeLMpskAQIECBAgQIAAAQIECAjAfgcIECBAgAABAgQIECBAoF8ICMD9oswmSYAAAQIECBAgQIAAAQICsN8BAgQIECBAgAABAgQIEOgXAgJwvyizSRIgQIAAAQIECBAgQICAAOx3gAABAgQIECBAgAABAgT6hUDL628s/WKmJkkgEYHW1tZipIMGDeryiONf5w0bNoSBAwd2uW1sF/sePHhwaGlp6XL72LbumNetW1e0HTCg6/8mt379+hDb1R1znGidcUev6F3Husu4GhAgQIAAAQIECPSIgADcI4xOQoAAAQIECBAgQIAAAQJ9XaDrl1v6+oyMjwABAgQIECBAgAABAgQIbERAAN4Iio8IECBAgAABAgQIECBAID8BATi/mpoRAQIECBAgQIAAAQIECGxEQADeCIqPCBAgQIAAAQIECBAgQCA/AQE4v5qaEQECBAgQIECAAAECBAhsREAA3giKjwg0S2D16tXh0UcfDQsWLCi+zqg3x7Fs2bKir/gVRNVlc4zj6aefDi+++GK7ruPXCj3xxBNh7ty5YeXKle329dTGCy+8EF555ZV2p9sc/bbr0AYBAgQIECBAgEBTBHwNUlPYdUrgrQIvvfRSmDp1athpp53CwoULw+677x6+853v1Pp+27eevf0nt9xyS7jjjjvCnnvuGf7xj3+Es88+Oxx44IHFQZtjHI899lj41re+Fd7//vcXc2yM7qKLLgpx3y677BL+85//hKuvvrrwaOzv7s977703XH/99eHSSy8N2267bXm63u637MgKAQIECBAgQIBAUwVcAW4qv84J/L/AzTffHA477LBw5ZVXhhtuuCG8+uqr4eGHH/7/A3pobc2aNeG+++4LP/3pT8MFF1xQhO5Zs2aVZ+/tcWzYsKEItqecckrZZ1yZP39+iFeFb7zxxnD55ZeHiRMnFg7tDurGRrSMwf/73/9+u/Db2/12Y8iaEiBAgAABAgQI9LCAANzDoE5HoK5ADGjjxo0rmg8aNCh84AMf6JUAvOWWWxYhe+jQoUVf22+/fVi6dGk57N4ex69//euw3377FVd5y07fWHnkkUeKzwcPHlx8fMABBxSftT2m7npra2uYMWNGOOuss8IWW2zR7jS92W+7jmwQIECAAAECBAg0XUAAbnoJDIDAmwKLFy8Ou+66a8kR1+NV4N5efvWrX4Xx48eX3fTmOGLQvv3228NJJ51U9tdYiXNtO/94G3RPzT9e8R4xYkS49tpri76/+c1vhueee67oujf7bczNTwIECBAgQIAAgb4hIAD3jToYBYEwcODAsH79+lIirscrwb25xNudFy1aFCZPnlx205vj+MlPfhJOPPHEMGTIkLK/xkqca3X+cSw9scRbq+Ot1/HZ35tuuinsvffeYfbs2cWpe7Pfnhi7cxAgQIAAAQIECPScgADcc5bORKBbAvFW5CeffLI8R3wb8qhRo8rtnl657rrrilusL7nkknZBu7fG8d///jfcc889IV5hvvXWW8Nf/vKX4irsXXfdVUwtzjXOubHE9TiWnlhGjhwZ9t9//xBv/47LRz/60TBv3rxivTf7LTrwHwIECBAgQIAAgT4jIAD3mVIYSH8XiKHs97//fVi7dm3xNT0PPfRQEdR62iV+5U98EVT8OqB4RbR6Nba3xrH11luH0047LTTqeJgAAAmYSURBVGy11VZFEI3P4sarr41ncmO/8euP4luo4zO7v/vd73ps/gcffHC7r3y6//77y3P3Zr89XTvnI0CAAAECBAgQ6J6Ar0Hqnp/WBHpMIH7vbXwrc/z6n7h+7LHHhi996Us9dv7GiWLAPOaYY8KOO+7Y7iuWLrzwwrDPPvsUfW+OccSXbcXngeNXPTWW+Abo+AbsGJbj10FNnz49DBs2rLG7Wz/jFe/bbrutuKocnzU+88wzyyvsvdlvtwatMQECBAgQIECAQI8KCMA9yulkBLovsHz58vIKaffPVv8MzRrHunXrwurVq3ss+LYViFfX49Xlxhuw2+7rzX7b9mOdAAECBAgQIECgeQICcPPs9UyAAAECBAgQIECAAAECm1HAM8CbEVtXBAgQIECAAAECBAgQINA8AQG4efZ6JkCAAAECBAgQIECAAIHNKCAAb0ZsXREgQIAAAQIECBAgQIBA8wQGNa9rPRMgQIAAAQIENi1w3333hQ0bNrzlwHHjxhVfrfaWHT4gQIAAAQJvI+AlWG8D42MCBAgQIECgbwjE7w/ffvvt3/IG9zlz5oQxY8b0jUEaBQECBAgkISAAJ1EmgyRAgAABAv1XIAbgO++8Mxx66KH9F8HMCRAgQKBHBDwD3COMTkKAAAECBAg0Q+C1114LZ599dli8eHG49dZbww9+8INyGL/97W/DySefHD7/+c+H6667rvy8sfLII4+EKVOmhC9+8YshHhvbz549u9j90ksvFed9/fXXG4eHe+65J1x99dXldlzpqI94bGzzs5/9rBjDz3/+87Bq1ap27f/5z3+Gr3zlK2HixInhe9/7Xli0aFFxu/fXv/718Pzzz7c7NvZ14403tvvMBgECBAh0TUAA7pqXowkQIECAAIE+JLBy5cpw1VVXhalTp4ZrrrkmxEAclxg+TzvttPCud70rfOxjHwuXXnppOOecc8qR//Wvfy0+f/nll8MhhxwSfvnLX4bvfve74U9/+lNxzJIlS4rztn32OLaJxzWWTfURj73gggvCE088EQ4++OBw+eWXh9NPP73RPMyfPz8cdNBB4ZVXXglHHXVUePDBB8OECRNCa2trWLBgQZg5c2Z5bFy58MILw8CBA9t9ZoMAAQIEuibgFuiueTmaAAECBAgQ2MwC8RbokSNHhiFDhpQ9f/zjHy+urMYAO3r06HDbbbcV4TEeEEPwzjvvXATII488smgTX6Q1fvz48PTTTxfPDU+aNCksX768uILbOGm8xXrPPfcMP/rRj8Ljjz8e9tprryKMNkJnDNjxKvHdd9/dqT5isN5vv/3Kq9IxXB999NEhjnnQoEHFepxTI+iuX78+3HLLLcXncT7Tp08PMXTHJV4p/tCHPhTilem2Do2x+0mAAAECnRPwFujOOTmKAAECBAgQaKLA+eefH/bff/9yBCNGjCjX40q8ktpYYliMV4Zj0Lz++uuLj+OV3Bg6Y6CML86aN29eOO+88xpNip8x8MYQ2pmlM33E88Qr0I3lwAMPDPHK8pNPPhne/e53h4cffjhcdtlljd3F1d3jjz++2I7BPd6e/fe//z28973vDTfddFMZmMsGVggQIECgywICcJfJNCBAgAABAgQ2t0AMp/EKaGeWZcuWhcGDB4dnnnmm3eHf+MY3yrdGx6u/22yzTbv9XdnoTB/V88UAHpfGc8VxDMOGDaseVmzHq7zxanEMvjNmzCie/Y3PElsIECBAoHsCAnD3/LQmQIAAAQIE+pjAHnvsUbxs6gtf+EJ4z3veU45u7dq1YYsttii2d9ttt3D//feHY445pty/YsWK8nuFt9tuuzBgwIDw7LPPhrFjxxbHrFmzpjy2M32UB7/Nyu677x4eeuihcMQRR5RHxCvXQ4cOLbZPOOGEcOqpp4bPfvazxa3Y8ZZqCwECBAh0T2BA95prTYAAAQIECBDoWwK77rprESqnTZtWXAWOtz/HK6nxRVSNq68nnnhicVU1fpdw3B/fCB2/aqmxxO8djrcsX3vttUWYfvHFF8PNN9/c2B0600d58NusxHAbb9GOQTwu8Tnl+AxyfBN0XGLgXbduXfEirRjmYyC3ECBAgED3BFwB7p6f1gQIECBAgEAfFIhfORRD7jvf+c7iVudddtmlCJstLS3FaGP4fPTRR8OnPvWp4orrJz/5yeKriNpO5dvf/nbxnHB8KVa8CnzssceWb4mOx22qj7bn2tj6l7/85eJ54PiW6njLc3yu+YorrggxfMclBt4YfONzwj/84Q83dgqfESBAgEAXBbwFuotgDidAgAABAgTSEVi6dGnxYqt4S/PGlvjG6NWrV4dRo0aFs846qzg2Bt62y8KFC8OOO+7Y9qN265vqo93BG9mIt2bHF3bFl3NVl/i9vzEUz507t7rLNgECBAjUEHAFuAaaJgQIECBAgEAaAtW3RVdHvfXWW4f4p6Olo/Ab222qj47OHffF55I3Fn7jVx7NmjUrnHTSSZs6hf0ECBAg0EkBD5N0EsphBAgQIECAQN4C8eVTjRdQNXum8euY3ve+9xXPJ59++unNHo7+CRAgkI2AW6CzKaWJECBAgAABAgQIECBAgEBHAq4Ad6RjHwECBAgQIECAAAECBAhkIyAAZ1NKEyFAgAABAgQIECBAgACBjgQE4I507CNAgAABAgQIECBAgACBbAQE4GxKaSIECBAgQIAAAQIECBAg0JGAANyRjn0ECBAgQIAAAQIECBAgkI2AAJxNKU2EAAECBAgQIECAAAECBDoSEIA70rGPAAECBAgQIECAAAECBLIREICzKaWJECBAgAABAgQIECBAgEBHAgJwRzr2ESBAgAABAgQIECBAgEA2AgJwNqU0EQIECBAgQIAAAQIECBDoSEAA7kjHPgIECBAgQIAAAQIECBDIRkAAzqaUJkKAAAECBAgQIECAAAECHQkIwB3p2EeAAAECBAgQIECAAAEC2QgIwNmU0kQIECBAgAABAgQIECBAoCMBAbgjHfsIECBAgAABAgQIECBAIBsBATibUpoIAQIECBAgQIAAAQIECHQkIAB3pGMfAQIECBAgQIAAAQIECGQjIABnU0oTIUCAAAECBAgQIECAAIGOBATgjnTsI0CAAAECBAgQIECAAIFsBATgbEppIgQIECBAgAABAgQIECDQkYAA3JGOfQQIECBAgAABAgQIECCQjYAAnE0pTYQAAQIECBAgQIAAAQIEOhIQgDvSsY8AAQIECBAgQIAAAQIEshEQgLMppYkQIECAAAECBAgQIECAQEcC/weyv0syFWv3fQAAAABJRU5ErkJggg==" /><!-- --></p>
</div>
<div id="length-of-vacancy-by-district" class="section level2">
<h2>Length of vacancy by district</h2>
<style>html {
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}
#yyxwnfgotw .gt_table {
display: table;
border-collapse: collapse;
margin-left: auto;
margin-right: auto;
color: #333333;
font-size: 16px;
background-color: #FFFFFF;
width: auto;
border-top-style: solid;
border-top-width: 2px;
border-top-color: #A8A8A8;
border-right-style: none;
border-right-width: 2px;
border-right-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #A8A8A8;
border-left-style: none;
border-left-width: 2px;
border-left-color: #D3D3D3;
}
#yyxwnfgotw .gt_heading {
background-color: #FFFFFF;
text-align: center;
border-bottom-color: #FFFFFF;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
}
#yyxwnfgotw .gt_title {
color: #333333;
font-size: 125%;
font-weight: initial;
padding-top: 4px;
padding-bottom: 4px;
border-bottom-color: #FFFFFF;
border-bottom-width: 0;
}
#yyxwnfgotw .gt_subtitle {
color: #333333;
font-size: 85%;
font-weight: initial;
padding-top: 0;
padding-bottom: 4px;
border-top-color: #FFFFFF;
border-top-width: 0;
}
#yyxwnfgotw .gt_bottom_border {
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
}
#yyxwnfgotw .gt_col_headings {
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
}
#yyxwnfgotw .gt_col_heading {
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: normal;
text-transform: inherit;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
vertical-align: bottom;
padding-top: 5px;
padding-bottom: 6px;
padding-left: 5px;
padding-right: 5px;
overflow-x: hidden;
}
#yyxwnfgotw .gt_column_spanner_outer {
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: normal;
text-transform: inherit;
padding-top: 0;
padding-bottom: 0;
padding-left: 4px;
padding-right: 4px;
}
#yyxwnfgotw .gt_column_spanner_outer:first-child {
padding-left: 0;
}
#yyxwnfgotw .gt_column_spanner_outer:last-child {
padding-right: 0;
}
#yyxwnfgotw .gt_column_spanner {
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
vertical-align: bottom;
padding-top: 5px;
padding-bottom: 6px;
overflow-x: hidden;
display: inline-block;
width: 100%;
}
#yyxwnfgotw .gt_group_heading {
padding: 8px;
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: initial;
text-transform: inherit;
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
vertical-align: middle;
}
#yyxwnfgotw .gt_empty_group_heading {
padding: 0.5px;
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: initial;
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
vertical-align: middle;
}
#yyxwnfgotw .gt_striped {
background-color: rgba(128, 128, 128, 0.05);
}
#yyxwnfgotw .gt_from_md > :first-child {
margin-top: 0;
}
#yyxwnfgotw .gt_from_md > :last-child {
margin-bottom: 0;
}
#yyxwnfgotw .gt_row {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
margin: 10px;
border-top-style: solid;
border-top-width: 1px;
border-top-color: #D3D3D3;
border-left-style: none;
border-left-width: 1px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 1px;
border-right-color: #D3D3D3;
vertical-align: middle;
overflow-x: hidden;
}
#yyxwnfgotw .gt_stub {
color: #333333;
background-color: #FFFFFF;
font-size: 100%;
font-weight: initial;
text-transform: inherit;
border-right-style: solid;
border-right-width: 2px;
border-right-color: #D3D3D3;
padding-left: 12px;
}
#yyxwnfgotw .gt_summary_row {
color: #333333;
background-color: #FFFFFF;
text-transform: inherit;
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
}
#yyxwnfgotw .gt_first_summary_row {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
}
#yyxwnfgotw .gt_grand_summary_row {
color: #333333;
background-color: #FFFFFF;
text-transform: inherit;
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
}
#yyxwnfgotw .gt_first_grand_summary_row {
padding-top: 8px;
padding-bottom: 8px;
padding-left: 5px;
padding-right: 5px;
border-top-style: double;
border-top-width: 6px;
border-top-color: #D3D3D3;
}
#yyxwnfgotw .gt_table_body {
border-top-style: solid;
border-top-width: 2px;
border-top-color: #D3D3D3;
border-bottom-style: solid;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
}
#yyxwnfgotw .gt_footnotes {
color: #333333;
background-color: #FFFFFF;
border-bottom-style: none;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 2px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 2px;
border-right-color: #D3D3D3;
}
#yyxwnfgotw .gt_footnote {
margin: 0px;
font-size: 90%;
padding: 4px;
}
#yyxwnfgotw .gt_sourcenotes {
color: #333333;
background-color: #FFFFFF;
border-bottom-style: none;
border-bottom-width: 2px;
border-bottom-color: #D3D3D3;
border-left-style: none;
border-left-width: 2px;
border-left-color: #D3D3D3;
border-right-style: none;
border-right-width: 2px;
border-right-color: #D3D3D3;
}
#yyxwnfgotw .gt_sourcenote {
font-size: 90%;
padding: 4px;
}
#yyxwnfgotw .gt_left {
text-align: left;
}
#yyxwnfgotw .gt_center {
text-align: center;
}
#yyxwnfgotw .gt_right {
text-align: right;
font-variant-numeric: tabular-nums;
}
#yyxwnfgotw .gt_font_normal {
font-weight: normal;
}
#yyxwnfgotw .gt_font_bold {
font-weight: bold;
}
#yyxwnfgotw .gt_font_italic {
font-style: italic;
}
#yyxwnfgotw .gt_super {
font-size: 65%;
}
#yyxwnfgotw .gt_footnote_marks {
font-style: italic;
font-size: 65%;
}
</style>
<div id="yyxwnfgotw" style="overflow-x:auto;overflow-y:auto;width:auto;height:auto;"><table class="gt_table">
<thead class="gt_col_headings">
<tr>
<th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1"></th>
<th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1">Commercial District</th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1">Less than 6 months</th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1">6-10 months</th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1">1-2 years</th>
<th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1">2 years or more</th>
<th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1">Total</th>
</tr>
</thead>
<tbody class="gt_table_body">
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Harvard Square</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">15</td>
<td class="gt_row gt_center">4</td>
<td class="gt_row gt_center">5</td>
<td class="gt_row gt_right">24</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Porter Sq-Lower Massachusetts Ave.</td>
<td class="gt_row gt_center">2</td>
<td class="gt_row gt_center">6</td>
<td class="gt_row gt_center">3</td>
<td class="gt_row gt_center">3</td>
<td class="gt_row gt_right">14</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Smaller Districts</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">7</td>
<td class="gt_row gt_center">2</td>
<td class="gt_row gt_center">4</td>
<td class="gt_row gt_right">13</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">East Cambridge</td>
<td class="gt_row gt_center">2</td>
<td class="gt_row gt_center">5</td>
<td class="gt_row gt_center">1</td>
<td class="gt_row gt_center">5</td>
<td class="gt_row gt_right">13</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Central Square</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">4</td>
<td class="gt_row gt_center">3</td>
<td class="gt_row gt_center">3</td>
<td class="gt_row gt_right">10</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Fresh Pond-Alewife</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">5</td>
<td class="gt_row gt_center">1</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_right">6</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Inman Square</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">2</td>
<td class="gt_row gt_center">1</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_right">3</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Kendall Square</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">1</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_right">1</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">North Massachusetts Ave.</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">1</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_right">1</td>
</tr>
<tr>
<td class="gt_row gt_left gt_stub"></td>
<td class="gt_row gt_left">Observatory Hill</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">1</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_center">0</td>
<td class="gt_row gt_right">1</td>
</tr>
<tr>
<td class="gt_row gt_stub gt_right gt_grand_summary_row gt_first_grand_summary_row">Total</td>
<td class="gt_row gt_left gt_grand_summary_row gt_first_grand_summary_row">—</td>
<td class="gt_row gt_center gt_grand_summary_row gt_first_grand_summary_row">4.00</td>
<td class="gt_row gt_center gt_grand_summary_row gt_first_grand_summary_row">46.00</td>
<td class="gt_row gt_center gt_grand_summary_row gt_first_grand_summary_row">16.00</td>
<td class="gt_row gt_center gt_grand_summary_row gt_first_grand_summary_row">20.00</td>
<td class="gt_row gt_right gt_grand_summary_row gt_first_grand_summary_row">86.00</td>
</tr>
</tbody>
</table></div>
</div>
<div id="commercial-districts" class="section level2">
<h2>Commercial districts</h2>
<p>This map shows commercial districts as defined by Cambridge CDD.</p>
<p><img src="data:image/png;base64,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" /><!-- --></p>
</div>
</div>
<div id="sources" class="section level1">
<h1>Sources</h1>
<ul>
<li>Vacancy data from <a href="https://data.cambridgema.gov/Economic-Development/Retail-Vacant-Storefronts-April-2020/exmr-dxma">Cambridge Open Data</a></li>
<li>Map data from <a href="http://gis.cambridgema.gov">Cambridge GIS</a></li>
</ul>
</div>
<!-- code folding -->
<!-- dynamically load mathjax for compatibility with self-contained -->
<script>
(function () {
var script = document.createElement("script");
script.type = "text/javascript";
script.src = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
document.getElementsByTagName("head")[0].appendChild(script);
})();
</script>
</body>
</html>