tag:blogger.com,1999:blog-86087745477010423102024-03-12T21:55:25.437-04:00Volatility Futures & Optionsonlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.comBlogger380125tag:blogger.com,1999:blog-8608774547701042310.post-13456572703272810562023-04-23T17:22:00.006-04:002023-04-23T17:22:42.143-04:00Weekly market report<p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiugw_eZRHpymL0ttml9Nq5rJbth3FjsHwPNiDHl9vFhd_0Qvx2hmcx4Wa6upLB-evdzggVnF8zq7vm3MdZrBzm_BOkJiRgxSLxX-2X6dz3jh9Od2lXPQjbu3nb2wuvoFyUYcaItuaHowKqQp4WvO4Fg81morN6mHNXBvEEdqW1NW9aFPZk-usTtFCQzA/s1902/weekly_vols.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1065" data-original-width="1902" height="179" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiugw_eZRHpymL0ttml9Nq5rJbth3FjsHwPNiDHl9vFhd_0Qvx2hmcx4Wa6upLB-evdzggVnF8zq7vm3MdZrBzm_BOkJiRgxSLxX-2X6dz3jh9Od2lXPQjbu3nb2wuvoFyUYcaItuaHowKqQp4WvO4Fg81morN6mHNXBvEEdqW1NW9aFPZk-usTtFCQzA/s320/weekly_vols.png" width="320" /></a></div>Wall st delivered a mixed bag of news with VIX, VNKY, and VSTOXX and their underlying markets almost unchanged. VXD - volatility index based on Dow Jones index options was the biggest gainer, rising 2.62 points to 17.32.<p></p><p>Vance at Six Figure Investing wrote an <a href="https://www.sixfigureinvesting.com/2023/04/how-does-the-cboes-vix1d-work/" rel="nofollow" target="_blank">excellent post about VIX1D</a> - I am upset that he beat me to it, and wrote a comprehensive and thorough post; take a look. <br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-91924847546481742232023-04-09T05:36:00.006-04:002023-04-09T08:53:36.102-04:00Weekly market update: volatility indexes and futures<p><span data-offset-key="dccf6-308-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-308-0"><span data-text="true">This</span></span></span><span data-offset-key="dccf6-309-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-309-0"><span data-text="true"> week</span></span></span><span data-offset-key="dccf6-310-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-310-0"><span data-text="true">'s</span></span></span><span data-offset-key="dccf6-311-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-311-0"><span data-text="true"> market</span></span></span><span data-offset-key="dccf6-312-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-312-0"><span data-text="true"> movements</span></span></span><span data-offset-key="dccf6-313-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-313-0"><span data-text="true"> were</span></span></span><span data-offset-key="dccf6-314-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-314-0"><span data-text="true"> largely</span></span></span><span data-offset-key="dccf6-315-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-315-0"><span data-text="true"> driven</span></span></span><span data-offset-key="dccf6-316-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-316-0"><span data-text="true"> by</span></span></span><span data-offset-key="dccf6-317-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-317-0"><span data-text="true"> renewed</span></span></span><span data-offset-key="dccf6-318-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-318-0"><span data-text="true"> recession</span></span></span><span data-offset-key="dccf6-319-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-319-0"><span data-text="true"> fears</span></span></span><span data-offset-key="dccf6-320-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-320-0"><span data-text="true"> in</span></span></span><span data-offset-key="dccf6-321-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-321-0"><span data-text="true"> the</span></span></span><span data-offset-key="dccf6-322-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-322-0"><span data-text="true"> wake</span></span></span><span data-offset-key="dccf6-323-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-323-0"><span data-text="true"> of</span></span></span><span data-offset-key="dccf6-324-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-324-0"><span data-text="true"> a</span></span></span><span data-offset-key="dccf6-325-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-325-0"><span data-text="true"> sharp</span></span></span><span data-offset-key="dccf6-326-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-326-0"><span data-text="true"> rise</span></span></span><span data-offset-key="dccf6-327-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-327-0"><span data-text="true"> in</span></span></span><span data-offset-key="dccf6-328-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-328-0"><span data-text="true"> office</span></span></span><span data-offset-key="dccf6-329-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-329-0"><span data-text="true"> vacancies</span></span></span><span data-offset-key="dccf6-330-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-330-0"><span data-text="true"> and</span></span></span><span data-offset-key="dccf6-331-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-331-0"><span data-text="true"> other</span></span></span><span data-offset-key="dccf6-332-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-332-0"><span data-text="true"> signs</span></span></span><span data-offset-key="dccf6-333-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-333-0"><span data-text="true"> of</span></span></span><span data-offset-key="dccf6-334-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-334-0"><span data-text="true"> economic</span></span></span><span data-offset-key="dccf6-335-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-335-0"><span data-text="true"> slowdown</span></span></span><span data-offset-key="dccf6-336-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-336-0"><span data-text="true">. Volatility indexes were mixed: the benchmark Canadian volatility index based on S&P TSX 60 </span></span></span>rose by 1.87 points to 15.52, and<span data-offset-key="dccf6-336-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-336-0"><span data-text="true"> VTA35 - benchmark volatility index for Israel fell by -2.67 points to 16.87 - maybe Passover effect?<br /></span></span></span></p><p><span data-offset-key="dccf6-336-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-336-0"><span data-text="true"></span></span></span></p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgw1fJIgmfqXML4bxHdM4-SNThZNBHnPd76fTp8fhfhCB6aLe45rkR7OvDJfIhC_asnRQP6q2eLEGRh_JV4h1Hos272ldpN4EyYI5cKSArLCwta9laVnCXJTdsDQXZEUhU1UgcgPXG562I3R0WWAqallP76tBzzBIr4ULiHaXqLaH47Aq2KmY5FU9oXtw/s1902/weekly_vols.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1065" data-original-width="1902" height="179" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgw1fJIgmfqXML4bxHdM4-SNThZNBHnPd76fTp8fhfhCB6aLe45rkR7OvDJfIhC_asnRQP6q2eLEGRh_JV4h1Hos272ldpN4EyYI5cKSArLCwta9laVnCXJTdsDQXZEUhU1UgcgPXG562I3R0WWAqallP76tBzzBIr4ULiHaXqLaH47Aq2KmY5FU9oXtw/s320/weekly_vols.png" width="320" /></a></div><p>As usual I publish 50% confidence ranges for SPX and other indexes. These ranges are based on empirical distribution, and are very different from those implied by normal distribution ( 1std/68%, etc )</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEijoS4_t5ww-oJfoKp6mTchboHwH2eiSNnAEHg3qdoEAZ1Dxurn0AJlosXdOT7ZxYvOGa4xkdK5NBLh3XfSzsElH_mMN0L8zrxSCALBRk5HBSMsa9A4A0zl0merExYY5hwnX9UhedKyvTCCOobgMuW_cnWawwM8QGhODl5NxARxfYHWnW5pHRTecJR_oQ/s697/weekly_ranges.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEijoS4_t5ww-oJfoKp6mTchboHwH2eiSNnAEHg3qdoEAZ1Dxurn0AJlosXdOT7ZxYvOGa4xkdK5NBLh3XfSzsElH_mMN0L8zrxSCALBRk5HBSMsa9A4A0zl0merExYY5hwnX9UhedKyvTCCOobgMuW_cnWawwM8QGhODl5NxARxfYHWnW5pHRTecJR_oQ/s320/weekly_ranges.png" width="320" /></a></div><p>Over the last week VIX futures curve rotated - a typical "tilt" movement with front months falling, and back months rising. <br /></p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjIy8m0ZuupzQMbUBjFDG38xlrIGGgQFya1wnUkH0A4-b9IVoEk8rfxFZamKLT55-Djrz81TWuKmQhYXV-uF3xLqzhyHueh26FHkOpZeAl1NCGOUQzfRJqy2oFRArDkOTHNfToC9FCU-atffWY4AIMOVbF9p2GkOuOSnINbXPJ1htKbGeg0D6XjkZKs1Q/s7200/vix_futures.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjIy8m0ZuupzQMbUBjFDG38xlrIGGgQFya1wnUkH0A4-b9IVoEk8rfxFZamKLT55-Djrz81TWuKmQhYXV-uF3xLqzhyHueh26FHkOpZeAl1NCGOUQzfRJqy2oFRArDkOTHNfToC9FCU-atffWY4AIMOVbF9p2GkOuOSnINbXPJ1htKbGeg0D6XjkZKs1Q/s320/vix_futures.png" width="320" /></a></div><p>For the next week my model predicts VIX futures to trade slightly lower. <span data-offset-key="dccf6-337-0" style="background-color: var(--green-100);"><span data-offset-key="dccf6-337-0"><span data-text="true"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1j8jQ35a9IAZCNGfNox0I38H99-G6zLvGA_iTwcAY32TItF1nccGLeZuJgI5LVhpyAbeeqGIaDOisB2QHy6ldhprCsHS_rmlaCisMv4AjMRqpWi7RzOW-xkwEvOn1MSimP_CKkBqs4Y0sV13Xoq431GgHZdZGeU2PRTkxcVMMq3abPvGMG1PwfNnb2A/s7200/vix_futures_forecast.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1j8jQ35a9IAZCNGfNox0I38H99-G6zLvGA_iTwcAY32TItF1nccGLeZuJgI5LVhpyAbeeqGIaDOisB2QHy6ldhprCsHS_rmlaCisMv4AjMRqpWi7RzOW-xkwEvOn1MSimP_CKkBqs4Y0sV13Xoq431GgHZdZGeU2PRTkxcVMMq3abPvGMG1PwfNnb2A/s320/vix_futures_forecast.png" width="320" /></a></div>I am still working on incorporating seasonality into the model (nov,dec futures), better formatting for the table, and also something to recommend specific calendar spread trades - not only by the expected change, but also by risk.<br /><p></p>
<p></p><table class="dataframe">
<thead>
<tr style="text-align: right;">
<th style="background-color: #305496; border-bottom: 2px solid rgb(48, 84, 150); color: white; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">Expiration Date</th>
<th style="background-color: #305496; border-bottom: 2px solid rgb(48, 84, 150); color: white; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">Settle</th>
<th style="background-color: #305496; border-bottom: 2px solid rgb(48, 84, 150); color: white; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">Total Volume</th>
<th style="background-color: #305496; border-bottom: 2px solid rgb(48, 84, 150); color: white; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">forecast</th>
<th style="background-color: #305496; border-bottom: 2px solid rgb(48, 84, 150); color: white; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">change</th>
</tr>
</thead>
<tbody>
<tr>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-04-19</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">19.98</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">62532</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">19.8</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.17</td>
</tr>
<tr>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-04-26</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">21.12</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">0</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">20.25</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.87</td>
</tr>
<tr>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-05-03</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">20.35</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">0</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">20.65</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">0.3</td>
</tr>
<tr>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-05-10</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">20.8</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">0</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">21.02</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">0.22</td>
</tr>
<tr>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-05-17</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">21.5</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">46173</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">21.35</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.15</td>
</tr>
<tr>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-06-21</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">22.74</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">12118</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">22.57</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.18</td>
</tr>
<tr>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-07-19</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">23.55</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">5422</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">23.17</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.38</td>
</tr>
<tr>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-08-16</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">23.81</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">3957</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">23.58</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.23</td>
</tr>
<tr>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-09-20</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">24.29</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2908</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">23.9</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.39</td>
</tr>
<tr>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-10-18</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">24.4</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">1342</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">24.06</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.34</td>
</tr>
<tr>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-11-15</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">24.3</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">560</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">24.17</td>
<td style="background-color: #d9e1f2; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">-0.13</td>
</tr>
<tr>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">2023-12-20</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">23.95</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">126</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">24.27</td>
<td style="background-color: white; color: black; font-family: Century Gothic, sans-serif; font-size: medium; padding: 0px 20px 0px 0px; text-align: right; width: auto;">0.32</td>
</tr>
</tbody>
</table><p></p>
onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-47789972275169909652023-04-02T16:32:00.003-04:002023-04-03T02:23:50.875-04:00VIX futures spreads<p>A short post on practical pricing VIX futures curve with application to trading futures spreads. Here is the VIX futures curve based on Friday's (latest at the time of writing) settlement price, and prices from 1 week ago. Market up, VIX futures down, some aberrant settlement values in November that we should not focus on. </p><p>The raw prices from futures are difficult to work with, so the term structure is converted to a functional space - that is we find a function that can represent all kinds of futures curves. There is no "simple regression" approach that can work for raw prices as futures time to maturity changes from minute to minute, but in a functional space that is possible. The solid lines in the chart above are not simple connections between the dots - they are the theoretical values of the futures curve, the functional projection I wrote about. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjjqOi2xqfScOsae8QPeBrRTk3okR_twQQSfOUodJpxyvYB9DgZD-HPyudikSi_Ox56BSypXnL-XxHuOLN2_3bht6Z7BEKWEkOAm2wwJ6iFKykAi-gzzBgOu5h_G1SZYKybKU42YmSbVr9IHUQxtDOaD5T82KPFsL3GsLFXMYyLbAdHjFd8kXAlDl9-mg/s7200/vix_futures.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjjqOi2xqfScOsae8QPeBrRTk3okR_twQQSfOUodJpxyvYB9DgZD-HPyudikSi_Ox56BSypXnL-XxHuOLN2_3bht6Z7BEKWEkOAm2wwJ6iFKykAi-gzzBgOu5h_G1SZYKybKU42YmSbVr9IHUQxtDOaD5T82KPFsL3GsLFXMYyLbAdHjFd8kXAlDl9-mg/w400-h250/vix_futures.png" width="400" /></a></div><br /><p>In this functional form we can create forecasting models that predict how the term structure will evolve from one time period to the next. </p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg7V9sxTe0IwuMRwqTbjS4utYlNiLUNGKZafzVgpMLWSDpkicyftUTEsnodSCXp-Sf01_ClPzXQeBNowNivpkfNFgc4d7vf7rEzayjDCpcQFo60w-034aSj4nFXMFL89zSqwfTzk-4KT7YctsPCQvFXuUkAQ26B-MSt0aHMVLX4NvGrAZwUXCiw7k4lMQ/s7200/vix_futures_forecast.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg7V9sxTe0IwuMRwqTbjS4utYlNiLUNGKZafzVgpMLWSDpkicyftUTEsnodSCXp-Sf01_ClPzXQeBNowNivpkfNFgc4d7vf7rEzayjDCpcQFo60w-034aSj4nFXMFL89zSqwfTzk-4KT7YctsPCQvFXuUkAQ26B-MSt0aHMVLX4NvGrAZwUXCiw7k4lMQ/w400-h250/vix_futures_forecast.png" width="400" /></a></div><p>The uncertainly in the forecasting model can be projected back into the price space, and the resulting confidence intervals have financially intuitive properties - they are not symmetric around the forecast, and confidence intervals have their own term structure: wider near expiration, and narrower for back months. </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgawFKWbP0AK4LXdx9brqJB09ln46q7OEuSesTYLoenCrLnFH01R9_d6XCNj7I0I9_wtp8BxStXg-qJ1XH2JnQBpaousP2zfgw1wNrKgUYUzATPJo8SLMeEH744yIEu4zNliR9MyJsw1WUwEaXs8cRhPsHdCuSr6bVO8GZkwiaHaHNugX5ZeMWjWOeomA/s7200/vix_futures_forecast_uncertainty.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgawFKWbP0AK4LXdx9brqJB09ln46q7OEuSesTYLoenCrLnFH01R9_d6XCNj7I0I9_wtp8BxStXg-qJ1XH2JnQBpaousP2zfgw1wNrKgUYUzATPJo8SLMeEH744yIEu4zNliR9MyJsw1WUwEaXs8cRhPsHdCuSr6bVO8GZkwiaHaHNugX5ZeMWjWOeomA/w400-h250/vix_futures_forecast_uncertainty.png" width="400" /> </a></div><div class="separator" style="clear: both; text-align: left;"> As well as simulate individual scenarios, which is important.<br /></div><div class="separator" style="clear: both; text-align: center;"> </div> <div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpkJz3itK_vVU6tLu_oNBFEq9WcTJxrF-P7Kq13w9YH_ompxWxWjOeN9mqqP5sckymoodHPjKD7rovKr0nEtHGBJHhqiF5jWW9jCMCii6pATv9ra3Jev25Nq6lCoGSYMeBawcUaQW17dA2ZaqLROTxVrMLM3-djb6CFe0doaMPS2wLxNnX4IPlxQHMNg/s7200/vix_futures_forecast_simulated%20curves.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpkJz3itK_vVU6tLu_oNBFEq9WcTJxrF-P7Kq13w9YH_ompxWxWjOeN9mqqP5sckymoodHPjKD7rovKr0nEtHGBJHhqiF5jWW9jCMCii6pATv9ra3Jev25Nq6lCoGSYMeBawcUaQW17dA2ZaqLROTxVrMLM3-djb6CFe0doaMPS2wLxNnX4IPlxQHMNg/w400-h250/vix_futures_forecast_simulated%20curves.png" width="400" /></a></div>The distribution of individual scenarios are important for trading spreads. Even if uncertainly on individual futures leg modeled using some "nice" approximation, the two legs are nonlinearly correlated, and the expected PL from a spread is skewed. In the example below based on the most recent data I plotted the distribution of short April long May spread. The expected PL for the next trading week is almost 0 in this case, but it is clear that the legs do not move in parallel.<p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjEVVdSeb_dUA5cQVGeWH5DAhk2owOP66O1oKBv7TFGWxPuZ12wtSAKqa2icXZDDLFnnf8x-GmWbbElaRWMfQkKyVmEEiFEAhmNKi3VoMTQrKbFJUwj44NbeMN7eo2GyAIGdoFmukvkgo0SxwIzFoHe--j8ZwkQ1-BcUYBSMa-2DDMSEeQHbxaHTm2BGg/s7200/vix_futures_forecast_legs_scatterplot.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjEVVdSeb_dUA5cQVGeWH5DAhk2owOP66O1oKBv7TFGWxPuZ12wtSAKqa2icXZDDLFnnf8x-GmWbbElaRWMfQkKyVmEEiFEAhmNKi3VoMTQrKbFJUwj44NbeMN7eo2GyAIGdoFmukvkgo0SxwIzFoHe--j8ZwkQ1-BcUYBSMa-2DDMSEeQHbxaHTm2BGg/w400-h250/vix_futures_forecast_legs_scatterplot.png" width="400" /></a></div><p>If they moved in parallel, then predicted prices would like on the 45 degree line ( in grey dashes ) . Also there is skew although the chart does not show it well.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiKpplQGgS3y7zNyf5Loj-NNPZUf1hHT_SGJZUtrZmYYTcu_BQxQRn_c5RS6dY70-CokT7QfrYsjt5It42T0Z8eHQMUazFatG85a61uprQO8FbWqxQX6GftGbq0FFD6PnHpQv7jlz83o9Q_jPXud2Vo851HHtNA2rjmGmWlhLsfehnP0TKQeQIBrfJ8xw/s7200/vix_futures_forecast_spread_histogram.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4500" data-original-width="7200" height="250" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiKpplQGgS3y7zNyf5Loj-NNPZUf1hHT_SGJZUtrZmYYTcu_BQxQRn_c5RS6dY70-CokT7QfrYsjt5It42T0Z8eHQMUazFatG85a61uprQO8FbWqxQX6GftGbq0FFD6PnHpQv7jlz83o9Q_jPXud2Vo851HHtNA2rjmGmWlhLsfehnP0TKQeQIBrfJ8xw/w400-h250/vix_futures_forecast_spread_histogram.png" width="400" /></a></div><p>How will my forecasts turn out? We'll find out next week. </p><p>If you are interested in my work - I am looking for a full time job, or a consulting opportunity, and my email is on the right-side bar. <br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-15949995238038146872023-04-01T07:21:00.000-04:002023-04-01T07:21:00.982-04:00Weekly market update<p><span data-offset-key="6knc-216-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-216-0"><span data-text="true">This</span></span></span><span data-offset-key="6knc-217-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-217-0"><span data-text="true"> week</span></span></span><span data-offset-key="6knc-218-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-218-0"><span data-text="true"> saw</span></span></span><span data-offset-key="6knc-219-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-219-0"><span data-text="true"> some</span></span></span><span data-offset-key="6knc-220-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-220-0"><span data-text="true"> positive</span></span></span><span data-offset-key="6knc-221-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-221-0"><span data-text="true"> movement</span></span></span><span data-offset-key="6knc-222-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-222-0"><span data-text="true"> in</span></span></span><span data-offset-key="6knc-223-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-223-0"><span data-text="true"> the</span></span></span><span data-offset-key="6knc-224-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-224-0"><span data-text="true"> stock</span></span></span><span data-offset-key="6knc-225-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-225-0"><span data-text="true"> market</span></span></span><span data-offset-key="6knc-226-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-226-0"><span data-text="true">,</span></span></span><span data-offset-key="6knc-227-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-227-0"><span data-text="true"> with</span></span></span><span data-offset-key="6knc-228-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-228-0"><span data-text="true"> the</span></span></span><span data-offset-key="6knc-229-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-229-0"><span data-text="true"> S</span></span></span><span data-offset-key="6knc-230-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-230-0"><span data-text="true">&</span></span></span><span data-offset-key="6knc-231-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-231-0"><span data-text="true">P</span></span></span><span data-offset-key="6knc-232-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-232-0"><span data-text="true"> 500</span></span></span><span data-offset-key="6knc-233-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-233-0"><span data-text="true"> rising</span></span></span><span data-offset-key="6knc-234-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-234-0"><span data-text="true"> by</span></span></span><span data-offset-key="6knc-235-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-235-0"><span data-text="true"> 3</span></span></span><span data-offset-key="6knc-236-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-236-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-237-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-237-0"><span data-text="true">48</span></span></span><span data-offset-key="6knc-238-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-238-0"><span data-text="true">%</span></span></span><span data-offset-key="6knc-239-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-239-0"><span data-text="true"> and</span></span></span><span data-offset-key="6knc-240-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-240-0"><span data-text="true"> the</span></span></span><span data-offset-key="6knc-241-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-241-0"><span data-text="true"> Dow</span></span></span><span data-offset-key="6knc-242-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-242-0"><span data-text="true"> Indust</span></span></span><span data-offset-key="6knc-243-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-243-0"><span data-text="true">ri</span></span></span><span data-offset-key="6knc-244-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-244-0"><span data-text="true">als</span></span></span><span data-offset-key="6knc-245-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-245-0"><span data-text="true"> rising</span></span></span><span data-offset-key="6knc-246-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-246-0"><span data-text="true"> as</span></span></span><span data-offset-key="6knc-247-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-247-0"><span data-text="true"> bank</span></span></span><span data-offset-key="6knc-248-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-248-0"><span data-text="true"> concerns</span></span></span><span data-offset-key="6knc-249-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-249-0"><span data-text="true"> eb</span></span></span><span data-offset-key="6knc-250-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-250-0"><span data-text="true">bed</span></span></span><span data-offset-key="6knc-251-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-251-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-252-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-252-0"><span data-text="true"> The</span></span></span><span data-offset-key="6knc-253-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-253-0"><span data-text="true"> ST</span></span></span><span data-offset-key="6knc-254-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-254-0"><span data-text="true">O</span></span></span><span data-offset-key="6knc-255-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-255-0"><span data-text="true">XX</span></span></span><span data-offset-key="6knc-256-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-256-0"><span data-text="true"> 50</span></span></span><span data-offset-key="6knc-257-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-257-0"><span data-text="true"> also</span></span></span><span data-offset-key="6knc-258-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-258-0"><span data-text="true"> rose</span></span></span><span data-offset-key="6knc-259-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-259-0"><span data-text="true"> by</span></span></span><span data-offset-key="6knc-260-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-260-0"><span data-text="true"> 4</span></span></span><span data-offset-key="6knc-261-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-261-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-262-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-262-0"><span data-text="true">46</span></span></span><span data-offset-key="6knc-263-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-263-0"><span data-text="true">%,</span></span></span><span data-offset-key="6knc-264-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-264-0"><span data-text="true"> while</span></span></span><span data-offset-key="6knc-265-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-265-0"><span data-text="true"> the</span></span></span><span data-offset-key="6knc-266-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-266-0"><span data-text="true"> V</span></span></span><span data-offset-key="6knc-267-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-267-0"><span data-text="true">IX</span></span></span><span data-offset-key="6knc-268-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-268-0"><span data-text="true"> and</span></span></span><span data-offset-key="6knc-269-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-269-0"><span data-text="true"> V</span></span></span><span data-offset-key="6knc-270-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-270-0"><span data-text="true">ST</span></span></span><span data-offset-key="6knc-271-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-271-0"><span data-text="true">O</span></span></span><span data-offset-key="6knc-272-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-272-0"><span data-text="true">XX</span></span></span><span data-offset-key="6knc-273-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-273-0"><span data-text="true"> fell</span></span></span><span data-offset-key="6knc-274-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-274-0"><span data-text="true"> by</span></span></span><span data-offset-key="6knc-275-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-275-0"><span data-text="true"> -</span></span></span><span data-offset-key="6knc-276-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-276-0"><span data-text="true">3</span></span></span><span data-offset-key="6knc-277-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-277-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-278-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-278-0"><span data-text="true">04</span></span></span><span data-offset-key="6knc-279-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-279-0"><span data-text="true"> points</span></span></span><span data-offset-key="6knc-280-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-280-0"><span data-text="true"> and</span></span></span><span data-offset-key="6knc-281-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-281-0"><span data-text="true"> -</span></span></span><span data-offset-key="6knc-282-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-282-0"><span data-text="true">5</span></span></span><span data-offset-key="6knc-283-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-283-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-284-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-284-0"><span data-text="true">46</span></span></span><span data-offset-key="6knc-285-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-285-0"><span data-text="true"> points</span></span></span><span data-offset-key="6knc-286-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-286-0"><span data-text="true"> respectively</span></span></span><span data-offset-key="6knc-287-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-287-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-288-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-288-0"><span data-text="true"> </span></span></span><span data-offset-key="6knc-319-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-319-0"><span data-text="true">In fact, VSTOXX was the biggest loser among international volatility indexes that I am tracking. </span></span></span></p><p><span data-offset-key="6knc-319-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-319-0"><span data-text="true"></span></span></span></p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg-xOJjis_g9pdy6lWafrD_oduayiPR0sPD4asP2ZI8QTPsHebAsw83rKSxXVn3t97inMGgjnVKiE9WVdi6ms80NmuQubR5WSoFRYPNqo-cLa5fPOKyQnDSw0o9ItQ6o9vdhtS0Rr74YFzei8atZNZpIcqGX8vHGlPrEM9f7E78mAZDhL_7oRglOywihg/s1902/weekly_vols.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1065" data-original-width="1902" height="179" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg-xOJjis_g9pdy6lWafrD_oduayiPR0sPD4asP2ZI8QTPsHebAsw83rKSxXVn3t97inMGgjnVKiE9WVdi6ms80NmuQubR5WSoFRYPNqo-cLa5fPOKyQnDSw0o9ItQ6o9vdhtS0Rr74YFzei8atZNZpIcqGX8vHGlPrEM9f7E78mAZDhL_7oRglOywihg/w320-h179/weekly_vols.png" width="320" /></a></div><p>Asian <span data-offset-key="6knc-289-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-289-0"><span data-text="true">markets</span></span></span><span data-offset-key="6knc-290-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-290-0"><span data-text="true"> also</span></span></span><span data-offset-key="6knc-291-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-291-0"><span data-text="true"> experienced</span></span></span><span data-offset-key="6knc-292-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-292-0"><span data-text="true"> positive</span></span></span><span data-offset-key="6knc-293-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-293-0"><span data-text="true"> growth</span></span></span><span data-offset-key="6knc-294-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-294-0"><span data-text="true">,</span></span></span><span data-offset-key="6knc-295-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-295-0"><span data-text="true"> with</span></span></span><span data-offset-key="6knc-296-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-296-0"><span data-text="true"> the</span></span></span><span data-offset-key="6knc-297-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-297-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="6knc-298-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-298-0"><span data-text="true">ke</span></span></span><span data-offset-key="6knc-299-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-299-0"><span data-text="true">i</span></span></span><span data-offset-key="6knc-300-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-300-0"><span data-text="true"> 225</span></span></span><span data-offset-key="6knc-301-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-301-0"><span data-text="true"> rising</span></span></span><span data-offset-key="6knc-302-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-302-0"><span data-text="true"> by</span></span></span><span data-offset-key="6knc-303-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-303-0"><span data-text="true"> 2</span></span></span><span data-offset-key="6knc-304-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-304-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-305-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-305-0"><span data-text="true">40</span></span></span><span data-offset-key="6knc-306-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-306-0"><span data-text="true">%</span></span></span><span data-offset-key="6knc-307-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-307-0"><span data-text="true"> and</span></span></span><span data-offset-key="6knc-308-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-308-0"><span data-text="true"> the</span></span></span><span data-offset-key="6knc-309-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-309-0"><span data-text="true"> V</span></span></span><span data-offset-key="6knc-310-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-310-0"><span data-text="true">N</span></span></span><span data-offset-key="6knc-311-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-311-0"><span data-text="true">KY</span></span></span><span data-offset-key="6knc-312-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-312-0"><span data-text="true"> falling</span></span></span><span data-offset-key="6knc-313-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-313-0"><span data-text="true"> by</span></span></span><span data-offset-key="6knc-314-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-314-0"><span data-text="true"> -</span></span></span><span data-offset-key="6knc-315-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-315-0"><span data-text="true">2</span></span></span><span data-offset-key="6knc-316-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-316-0"><span data-text="true">.</span></span></span><span data-offset-key="6knc-317-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-317-0"><span data-text="true">42</span></span></span><span data-offset-key="6knc-318-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-318-0"><span data-text="true"> points</span></span></span><span data-offset-key="6knc-319-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-319-0"><span data-text="true">. As usual here are the confidence ranges for next week.</span></span></span></p><p><span data-offset-key="6knc-319-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-319-0"></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjq6XU81ieCF7nYCpU8MQzVHXSpbx8kyRFIC6YrzYc6ABjmRtSb8pCfNFjEgNf5NpLsGHm7Bx1rCAFwlpSNAZ6LzCKVTVLoDPeSOrN9_FfmPgrk2a8WuPgHEtZPbSAWQO4UeT6Ej2ej41hC7q4jELXIMvzXd6vT7ilnA0sMb8GZYB1hLBJ4Ys7sncVmuA/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjq6XU81ieCF7nYCpU8MQzVHXSpbx8kyRFIC6YrzYc6ABjmRtSb8pCfNFjEgNf5NpLsGHm7Bx1rCAFwlpSNAZ6LzCKVTVLoDPeSOrN9_FfmPgrk2a8WuPgHEtZPbSAWQO4UeT6Ej2ej41hC7q4jELXIMvzXd6vT7ilnA0sMb8GZYB1hLBJ4Ys7sncVmuA/s320/weekly_ranges.png" width="320" /></a></div><br /><span data-text="true">An excellent weekend read from Eric Falkenstein titled "<a href="https://efalken.substack.com/p/ftxs-mythical-origin-story" rel="nofollow" target="_blank">FTX's Mythical Origin Story</a>" Check it out!</span><span data-offset-key="6knc-319-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-319-0"><span data-text="true"></span></span></span><p></p><p></p><p><span data-offset-key="6knc-319-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-319-0"><span data-text="true"> </span></span></span><span data-offset-key="6knc-320-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-320-0"><span data-text="true"> </span></span></span><span data-offset-key="6knc-321-0" style="background-color: var(--green-100);"><span data-offset-key="6knc-321-0"><span data-text="true"></span></span></span></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-30013958664349400222023-03-27T16:13:00.000-04:002023-03-27T16:13:01.947-04:00DVOL Futures, first day of trading<p>Few weeks ago I published a <a href="http://onlyvix.blogspot.com/2023/03/dvol-futures.html" rel="nofollow" target="_blank">post</a> on pricing DVOL futures. Today is their first day of trading on <a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit</a>, and we can draw some conclusions. </p><p>1 - The term structure is really flat</p><p></p><p><img alt="" height="160" 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" width="400" /> </p><p>a single future was listed with month to expiration and spot @ 63.34 future @ 63.40 this is far flatter than what I would expected. The charts that I posted would have the 1-month future trading at least 3-5 points higher than the index.</p><p>2 - Market makers are point-wide in size. </p><p><img alt="" height="400" src="data:image/png;base64,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" width="328" /> </p><p>In the oderbook you can see someone is 1 point wide, 1000 up, but small sizes are quoted quite tightly. </p><p>3 - Trading in small size is brisk. The launch looks like a success.</p><p><img alt="" height="324" 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" width="400" /> </p><p>Congratulations, <a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit</a>! We will be watching the contract very closely! <br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-39137221912783826012023-03-26T05:32:00.001-04:002023-03-26T05:32:09.469-04:00Weekly market update<p><br />U.S. and global markets exhibited positive momentum as S&P 500 and STOXX 50 indices rose by 1.39% and 1.61%, respectively. Market participants reacted positively to the Fed's signal that interest rate hikes may pause soon, leading to a decline in bond yields. As banking sector concerns eased, bank shares and bonds experienced gains, which contributed to the overall market performance. Central banks worldwide are proactively addressing the risk of an international liquidity crunch, resulting in boosted market sentiment. Notably, volatility indices VIX and VSTOXX fell significantly by -3.77 and -5.16 points, while Japan's Nikkei 225 saw a modest 0.19% increase.</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiwk96OG7kTaWnWnJrB54qh4I2Lp6YEHWNU1cmvsCyOiFeQgOchZDywcNMzekeb6is51RCTYmS3fzR2mASv9cLebZkuUvL7ngJQG3CP0ax9OoHe0oL57RdnrZ0X5Dz8X3Myqh2AJfvTVSoKEcJyglHKbmHSSBapzPxvq4z6b5VtN2m15KjJQ7a-Gpy3vw/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiwk96OG7kTaWnWnJrB54qh4I2Lp6YEHWNU1cmvsCyOiFeQgOchZDywcNMzekeb6is51RCTYmS3fzR2mASv9cLebZkuUvL7ngJQG3CP0ax9OoHe0oL57RdnrZ0X5Dz8X3Myqh2AJfvTVSoKEcJyglHKbmHSSBapzPxvq4z6b5VtN2m15KjJQ7a-Gpy3vw/w400-h208/weekly_ranges.png" width="400" /> </a></div><div class="separator" style="clear: both; text-align: center;"> </div><div class="separator" style="clear: both; text-align: left;"><a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit</a> DVOL volatility futures start trading tomorrow. Check out my write up with indicative values for the futures curve <a href="http://onlyvix.blogspot.com/2023/03/dvol-futures.html" rel="nofollow" target="_blank">here</a>. <br /></div><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-38763322310815772862023-03-18T20:40:00.001-04:002023-03-18T20:40:05.763-04:00Weekly market update<p><span data-offset-key="4gg3a-206-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-206-0"><span data-text="true">Wall</span></span></span><span data-offset-key="4gg3a-207-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-207-0"><span data-text="true"> Street</span></span></span><span data-offset-key="4gg3a-208-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-208-0"><span data-text="true"> professionals</span></span></span><span data-offset-key="4gg3a-209-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-209-0"><span data-text="true"> were</span></span></span><span data-offset-key="4gg3a-210-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-210-0"><span data-text="true"> taken</span></span></span><span data-offset-key="4gg3a-211-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-211-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-212-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-212-0"><span data-text="true"> surprise</span></span></span><span data-offset-key="4gg3a-213-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-213-0"><span data-text="true"> this</span></span></span><span data-offset-key="4gg3a-214-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-214-0"><span data-text="true"> week</span></span></span><span data-offset-key="4gg3a-215-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-215-0"><span data-text="true"> as</span></span></span><span data-offset-key="4gg3a-216-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-216-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="4gg3a-217-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-217-0"><span data-text="true"> rallied</span></span></span><span data-offset-key="4gg3a-218-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-218-0"><span data-text="true">,</span></span></span><span data-offset-key="4gg3a-219-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-219-0"><span data-text="true"> despite</span></span></span><span data-offset-key="4gg3a-220-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-220-0"><span data-text="true"> turmoil</span></span></span><span data-offset-key="4gg3a-221-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-221-0"><span data-text="true"> in</span></span></span><span data-offset-key="4gg3a-222-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-222-0"><span data-text="true"> the</span></span></span><span data-offset-key="4gg3a-223-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-223-0"><span data-text="true"> banking</span></span></span><span data-offset-key="4gg3a-224-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-224-0"><span data-text="true"> sector</span></span></span><span data-offset-key="4gg3a-225-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-225-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-226-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-226-0"><span data-text="true"> The</span></span></span><span data-offset-key="4gg3a-227-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-227-0"><span data-text="true"> S</span></span></span><span data-offset-key="4gg3a-228-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-228-0"><span data-text="true">&</span></span></span><span data-offset-key="4gg3a-229-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-229-0"><span data-text="true">P</span></span></span><span data-offset-key="4gg3a-230-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-230-0"><span data-text="true"> 500</span></span></span><span data-offset-key="4gg3a-231-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-231-0"><span data-text="true"> rose</span></span></span><span data-offset-key="4gg3a-232-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-232-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-233-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-233-0"><span data-text="true"> 1</span></span></span><span data-offset-key="4gg3a-234-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-234-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-235-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-235-0"><span data-text="true">43</span></span></span><span data-offset-key="4gg3a-236-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-236-0"><span data-text="true">%,</span></span></span><span data-offset-key="4gg3a-237-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-237-0"><span data-text="true"> while</span></span></span><span data-offset-key="4gg3a-238-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-238-0"><span data-text="true"> the</span></span></span><span data-offset-key="4gg3a-239-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-239-0"><span data-text="true"> ST</span></span></span><span data-offset-key="4gg3a-240-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-240-0"><span data-text="true">O</span></span></span><span data-offset-key="4gg3a-241-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-241-0"><span data-text="true">XX</span></span></span><span data-offset-key="4gg3a-242-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-242-0"><span data-text="true"> 50</span></span></span><span data-offset-key="4gg3a-243-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-243-0"><span data-text="true"> fell</span></span></span><span data-offset-key="4gg3a-244-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-244-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-245-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-245-0"><span data-text="true"> -</span></span></span><span data-offset-key="4gg3a-246-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-246-0"><span data-text="true">3</span></span></span><span data-offset-key="4gg3a-247-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-247-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-248-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-248-0"><span data-text="true">89</span></span></span><span data-offset-key="4gg3a-249-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-249-0"><span data-text="true">%</span></span></span><span data-offset-key="4gg3a-250-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-250-0"><span data-text="true"> and</span></span></span><span data-offset-key="4gg3a-251-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-251-0"><span data-text="true"> the</span></span></span><span data-offset-key="4gg3a-252-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-252-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="4gg3a-253-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-253-0"><span data-text="true">ke</span></span></span><span data-offset-key="4gg3a-254-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-254-0"><span data-text="true">i</span></span></span><span data-offset-key="4gg3a-255-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-255-0"><span data-text="true"> 225</span></span></span><span data-offset-key="4gg3a-256-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-256-0"><span data-text="true"> fell</span></span></span><span data-offset-key="4gg3a-257-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-257-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-258-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-258-0"><span data-text="true"> -</span></span></span><span data-offset-key="4gg3a-259-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-259-0"><span data-text="true">2</span></span></span><span data-offset-key="4gg3a-260-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-260-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-261-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-261-0"><span data-text="true">88</span></span></span><span data-offset-key="4gg3a-262-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-262-0"><span data-text="true">%.</span></span></span><span data-offset-key="4gg3a-263-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-263-0"><span data-text="true"> Volatility indexes rose: </span></span></span><span data-offset-key="4gg3a-264-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-264-0"><span data-text="true">V</span></span></span><span data-offset-key="4gg3a-265-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-265-0"><span data-text="true">IX</span></span></span><span data-offset-key="4gg3a-266-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-266-0"><span data-text="true"> rose</span></span></span><span data-offset-key="4gg3a-267-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-267-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-268-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-268-0"><span data-text="true"> 0</span></span></span><span data-offset-key="4gg3a-269-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-269-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-270-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-270-0"><span data-text="true">71</span></span></span><span data-offset-key="4gg3a-271-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-271-0"><span data-text="true"> points</span></span></span><span data-offset-key="4gg3a-272-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-272-0"><span data-text="true"> to</span></span></span><span data-offset-key="4gg3a-273-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-273-0"><span data-text="true"> 25</span></span></span><span data-offset-key="4gg3a-274-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-274-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-275-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-275-0"><span data-text="true">51</span></span></span>, <span data-offset-key="4gg3a-278-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-278-0"><span data-text="true">V</span></span></span><span data-offset-key="4gg3a-279-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-279-0"><span data-text="true">ST</span></span></span><span data-offset-key="4gg3a-280-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-280-0"><span data-text="true">O</span></span></span><span data-offset-key="4gg3a-281-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-281-0"><span data-text="true">XX</span></span></span><span data-offset-key="4gg3a-282-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-282-0"><span data-text="true"> rose</span></span></span><span data-offset-key="4gg3a-283-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-283-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-284-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-284-0"><span data-text="true"> 8</span></span></span><span data-offset-key="4gg3a-285-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-285-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-286-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-286-0"><span data-text="true">87</span></span></span><span data-offset-key="4gg3a-287-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-287-0"><span data-text="true"> points</span></span></span><span data-offset-key="4gg3a-288-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-288-0"><span data-text="true"> to</span></span></span><span data-offset-key="4gg3a-289-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-289-0"><span data-text="true"> 30</span></span></span><span data-offset-key="4gg3a-290-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-290-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-291-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-291-0"><span data-text="true">04</span></span></span>, <span data-offset-key="4gg3a-294-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-294-0"><span data-text="true">V</span></span></span><span data-offset-key="4gg3a-295-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-295-0"><span data-text="true">N</span></span></span><span data-offset-key="4gg3a-296-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-296-0"><span data-text="true">KY</span></span></span><span data-offset-key="4gg3a-297-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-297-0"><span data-text="true"> rose</span></span></span><span data-offset-key="4gg3a-298-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-298-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-299-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-299-0"><span data-text="true"> 1</span></span></span><span data-offset-key="4gg3a-300-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-300-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-301-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-301-0"><span data-text="true">53</span></span></span><span data-offset-key="4gg3a-302-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-302-0"><span data-text="true"> points</span></span></span><span data-offset-key="4gg3a-303-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-303-0"><span data-text="true"> to</span></span></span><span data-offset-key="4gg3a-304-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-304-0"><span data-text="true"> 19</span></span></span><span data-offset-key="4gg3a-305-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-305-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-306-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-306-0"><span data-text="true">42</span></span></span><span data-offset-key="4gg3a-307-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-307-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-308-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-308-0"><span data-text="true"> The</span></span></span><span data-offset-key="4gg3a-309-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-309-0"><span data-text="true"> rally</span></span></span><span data-offset-key="4gg3a-310-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-310-0"><span data-text="true"> was</span></span></span><span data-offset-key="4gg3a-311-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-311-0"><span data-text="true"> sparked</span></span></span><span data-offset-key="4gg3a-312-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-312-0"><span data-text="true"> by</span></span></span><span data-offset-key="4gg3a-313-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-313-0"><span data-text="true"> the</span></span></span><span data-offset-key="4gg3a-314-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-314-0"><span data-text="true"> rescue</span></span></span><span data-offset-key="4gg3a-315-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-315-0"><span data-text="true"> of</span></span></span><span data-offset-key="4gg3a-316-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-316-0"><span data-text="true"> First</span></span></span><span data-offset-key="4gg3a-317-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-317-0"><span data-text="true"> Republic</span></span></span><span data-offset-key="4gg3a-318-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-318-0"><span data-text="true">,</span></span></span><span data-offset-key="4gg3a-319-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-319-0"><span data-text="true"> as</span></span></span><span data-offset-key="4gg3a-320-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-320-0"><span data-text="true"> well</span></span></span><span data-offset-key="4gg3a-321-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-321-0"><span data-text="true"> as</span></span></span><span data-offset-key="4gg3a-322-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-322-0"><span data-text="true"> positive</span></span></span><span data-offset-key="4gg3a-323-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-323-0"><span data-text="true"> inflation</span></span></span><span data-offset-key="4gg3a-324-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-324-0"><span data-text="true"> data</span></span></span><span data-offset-key="4gg3a-325-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-325-0"><span data-text="true">.</span></span></span><span data-offset-key="4gg3a-326-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-326-0"><span data-text="true"> Bank</span></span></span><span data-offset-key="4gg3a-327-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-327-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="4gg3a-328-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-328-0"><span data-text="true"> experienced</span></span></span><span data-offset-key="4gg3a-329-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-329-0"><span data-text="true"> a</span></span></span><span data-offset-key="4gg3a-330-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-330-0"><span data-text="true"> substantial</span></span></span><span data-offset-key="4gg3a-331-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-331-0"><span data-text="true"> jump</span></span></span><span data-offset-key="4gg3a-332-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-332-0"><span data-text="true">,</span></span></span><span data-offset-key="4gg3a-333-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-333-0"><span data-text="true"> however</span></span></span><span data-offset-key="4gg3a-334-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-334-0"><span data-text="true">,</span></span></span><span data-offset-key="4gg3a-335-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-335-0"><span data-text="true"> there</span></span></span><span data-offset-key="4gg3a-336-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-336-0"><span data-text="true"> is</span></span></span><span data-offset-key="4gg3a-337-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-337-0"><span data-text="true"> still</span></span></span><span data-offset-key="4gg3a-338-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-338-0"><span data-text="true"> a</span></span></span><span data-offset-key="4gg3a-339-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-339-0"><span data-text="true"> focus</span></span></span><span data-offset-key="4gg3a-340-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-340-0"><span data-text="true"> on</span></span></span><span data-offset-key="4gg3a-341-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-341-0"><span data-text="true"> risks of European</span></span></span><span data-offset-key="4gg3a-342-0" style="background-color: var(--green-100);"><span data-offset-key="4gg3a-342-0"><span data-text="true"> banks</span></span></span>.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqN5a_T9mJFAIjEMOcqVDFl0IasJUDyddS_iTxDKoczTvZNskM7YhXoChDE5hSgcJ24xxEb2j2UK_5bEOtFBneOwVH-8zPVNIeRkORQl_v4qNs5aq6Fhwc9MVaRO2wBl4oEquz147ffAC3Y4QQ5liwCl0F_Xx3Up_84wEiUpBzBrPtMvPZjWUpDq-twg/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqN5a_T9mJFAIjEMOcqVDFl0IasJUDyddS_iTxDKoczTvZNskM7YhXoChDE5hSgcJ24xxEb2j2UK_5bEOtFBneOwVH-8zPVNIeRkORQl_v4qNs5aq6Fhwc9MVaRO2wBl4oEquz147ffAC3Y4QQ5liwCl0F_Xx3Up_84wEiUpBzBrPtMvPZjWUpDq-twg/w400-h208/weekly_ranges.png" width="400" /></a></div><br /><br /><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-55372315924259073762023-03-12T18:05:00.002-04:002023-03-12T18:05:48.279-04:00Weekly market update<p><span data-offset-key="8pn9m-342-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-342-0"><span data-text="true">Wall</span></span></span><span data-offset-key="8pn9m-343-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-343-0"><span data-text="true"> Street</span></span></span><span data-offset-key="8pn9m-344-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-344-0"><span data-text="true"> professionals</span></span></span><span data-offset-key="8pn9m-345-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-345-0"><span data-text="true"> have</span></span></span><span data-offset-key="8pn9m-346-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-346-0"><span data-text="true"> seen</span></span></span><span data-offset-key="8pn9m-347-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-347-0"><span data-text="true"> a</span></span></span><span data-offset-key="8pn9m-348-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-348-0"><span data-text="true"> surge</span></span></span><span data-offset-key="8pn9m-349-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-349-0"><span data-text="true"> in</span></span></span><span data-offset-key="8pn9m-350-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-350-0"><span data-text="true"> the</span></span></span><span data-offset-key="8pn9m-351-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-351-0"><span data-text="true"> stock</span></span></span><span data-offset-key="8pn9m-352-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-352-0"><span data-text="true"> market</span></span></span><span data-offset-key="8pn9m-353-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-353-0"><span data-text="true"> over</span></span></span><span data-offset-key="8pn9m-354-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-354-0"><span data-text="true"> the</span></span></span><span data-offset-key="8pn9m-355-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-355-0"><span data-text="true"> past</span></span></span><span data-offset-key="8pn9m-356-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-356-0"><span data-text="true"> week</span></span></span><span data-offset-key="8pn9m-357-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-357-0"><span data-text="true">,</span></span></span><span data-offset-key="8pn9m-358-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-358-0"><span data-text="true"> with</span></span></span><span data-offset-key="8pn9m-359-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-359-0"><span data-text="true"> the</span></span></span><span data-offset-key="8pn9m-360-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-360-0"><span data-text="true"> S</span></span></span><span data-offset-key="8pn9m-361-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-361-0"><span data-text="true">&</span></span></span><span data-offset-key="8pn9m-362-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-362-0"><span data-text="true">P</span></span></span><span data-offset-key="8pn9m-363-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-363-0"><span data-text="true"> 500</span></span></span><span data-offset-key="8pn9m-364-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-364-0"><span data-text="true"> rising</span></span></span><span data-offset-key="8pn9m-365-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-365-0"><span data-text="true"> by</span></span></span><span data-offset-key="8pn9m-366-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-366-0"><span data-text="true"> 1</span></span></span><span data-offset-key="8pn9m-367-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-367-0"><span data-text="true">.</span></span></span><span data-offset-key="8pn9m-368-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-368-0"><span data-text="true">90</span></span></span><span data-offset-key="8pn9m-369-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-369-0"><span data-text="true">%,</span></span></span><span data-offset-key="8pn9m-370-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-370-0"><span data-text="true"> the</span></span></span><span data-offset-key="8pn9m-371-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-371-0"><span data-text="true"> ST</span></span></span><span data-offset-key="8pn9m-372-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-372-0"><span data-text="true">O</span></span></span><span data-offset-key="8pn9m-373-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-373-0"><span data-text="true">XX</span></span></span><span data-offset-key="8pn9m-374-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-374-0"><span data-text="true"> 50</span></span></span><span data-offset-key="8pn9m-375-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-375-0"><span data-text="true"> climbing</span></span></span><span data-offset-key="8pn9m-376-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-376-0"><span data-text="true"> 2</span></span></span><span data-offset-key="8pn9m-377-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-377-0"><span data-text="true">.</span></span></span><span data-offset-key="8pn9m-378-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-378-0"><span data-text="true">78</span></span></span><span data-offset-key="8pn9m-379-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-379-0"><span data-text="true">%,</span></span></span><span data-offset-key="8pn9m-380-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-380-0"><span data-text="true"> and</span></span></span><span data-offset-key="8pn9m-381-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-381-0"><span data-text="true"> the</span></span></span><span data-offset-key="8pn9m-382-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-382-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="8pn9m-383-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-383-0"><span data-text="true">ke</span></span></span><span data-offset-key="8pn9m-384-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-384-0"><span data-text="true">i</span></span></span><span data-offset-key="8pn9m-385-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-385-0"><span data-text="true"> 225</span></span></span><span data-offset-key="8pn9m-386-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-386-0"><span data-text="true"> increasing</span></span></span><span data-offset-key="8pn9m-387-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-387-0"><span data-text="true"> 1</span></span></span><span data-offset-key="8pn9m-388-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-388-0"><span data-text="true">.</span></span></span><span data-offset-key="8pn9m-389-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-389-0"><span data-text="true">73</span></span></span><span data-offset-key="8pn9m-390-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-390-0"><span data-text="true">%.</span></span></span><span data-offset-key="8pn9m-391-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-391-0"><span data-text="true"> Additionally</span></span></span><span data-offset-key="8pn9m-392-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-392-0"><span data-text="true">,</span></span></span><span data-offset-key="8pn9m-393-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-393-0"><span data-text="true"> the</span></span></span><span data-offset-key="8pn9m-394-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-394-0"><span data-text="true"> V</span></span></span><span data-offset-key="8pn9m-395-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-395-0"><span data-text="true">IX</span></span></span><span data-offset-key="8pn9m-396-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-396-0"><span data-text="true"> and</span></span></span><span data-offset-key="8pn9m-397-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-397-0"><span data-text="true"> V</span></span></span><span data-offset-key="8pn9m-398-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-398-0"><span data-text="true">ST</span></span></span><span data-offset-key="8pn9m-399-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-399-0"><span data-text="true">O</span></span></span><span data-offset-key="8pn9m-400-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-400-0"><span data-text="true">XX</span></span></span><span data-offset-key="8pn9m-401-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-401-0"><span data-text="true"> fell</span></span></span><span data-offset-key="8pn9m-402-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-402-0"><span data-text="true"> by</span></span></span><span data-offset-key="8pn9m-403-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-403-0"><span data-text="true"> 3</span></span></span><span data-offset-key="8pn9m-404-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-404-0"><span data-text="true">.</span></span></span><span data-offset-key="8pn9m-405-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-405-0"><span data-text="true">18</span></span></span><span data-offset-key="8pn9m-406-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-406-0"><span data-text="true"> points</span></span></span><span data-offset-key="8pn9m-407-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-407-0"><span data-text="true"> and</span></span></span><span data-offset-key="8pn9m-408-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-408-0"><span data-text="true"> 3</span></span></span><span data-offset-key="8pn9m-409-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-409-0"><span data-text="true">.</span></span></span><span data-offset-key="8pn9m-410-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-410-0"><span data-text="true">55</span></span></span><span data-offset-key="8pn9m-411-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-411-0"><span data-text="true"> points</span></span></span><span data-offset-key="8pn9m-412-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-412-0"><span data-text="true"> respectively</span></span></span><span data-offset-key="8pn9m-413-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-413-0"><span data-text="true">. VIX options traded a record-breaking volume as bank stocks as the market is waiting for SVB resolution next week. </span></span></span></p><p><span data-offset-key="8pn9m-413-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-413-0"><span data-text="true">SVB failure had a major effect of crypto markets. Circle, the backer of USDC had major deposits in SVB, and last weeks news lead to stablecoins - USDC and others, depegging, and trading around $0.95 at the time of writing. </span></span></span></p><p><span data-offset-key="8pn9m-413-0" style="background-color: var(--green-100);"><span data-offset-key="8pn9m-413-0"><span data-text="true">Continuing with the theme - here are the weekly range forecasts for major </span></span></span>indexes.</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEioJCgh2LMSFp7p88NQwWPNLxWdunQC26hMqwVlyKhVY_fBB_JikZZNPWg3hR4AZBG-g4gks8P_SCCxhhpVGPNl6DT586G-ReqhXQwqhKe4XPH30wI1N25X26TsuzmcufzzqiIKm3QO9ZNn72asPQ7tJBslMQVH-v0xOpKJpjv5NzSJmMSh7u4n2hv1uQ/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEioJCgh2LMSFp7p88NQwWPNLxWdunQC26hMqwVlyKhVY_fBB_JikZZNPWg3hR4AZBG-g4gks8P_SCCxhhpVGPNl6DT586G-ReqhXQwqhKe4XPH30wI1N25X26TsuzmcufzzqiIKm3QO9ZNn72asPQ7tJBslMQVH-v0xOpKJpjv5NzSJmMSh7u4n2hv1uQ/w400-h208/weekly_ranges.png" width="400" /></a></div><br /> <p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-6643524137885227032023-03-06T02:32:00.001-05:002023-03-06T02:32:46.487-05:00Wekly market update<p><span data-offset-key="cdka8-342-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-342-0"><span data-text="true">The</span></span></span><span data-offset-key="cdka8-343-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-343-0"><span data-text="true"> S</span></span></span><span data-offset-key="cdka8-344-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-344-0"><span data-text="true">&</span></span></span><span data-offset-key="cdka8-345-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-345-0"><span data-text="true">P</span></span></span><span data-offset-key="cdka8-346-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-346-0"><span data-text="true"> 500</span></span></span><span data-offset-key="cdka8-347-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-347-0"><span data-text="true"> rose</span></span></span><span data-offset-key="cdka8-348-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-348-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdka8-349-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-349-0"><span data-text="true"> 1</span></span></span><span data-offset-key="cdka8-350-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-350-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-351-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-351-0"><span data-text="true">90</span></span></span><span data-offset-key="cdka8-352-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-352-0"><span data-text="true">%</span></span></span><span data-offset-key="cdka8-353-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-353-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdka8-354-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-354-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdka8-355-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-355-0"><span data-text="true"> ST</span></span></span><span data-offset-key="cdka8-356-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-356-0"><span data-text="true">O</span></span></span><span data-offset-key="cdka8-357-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-357-0"><span data-text="true">XX</span></span></span><span data-offset-key="cdka8-358-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-358-0"><span data-text="true"> 50</span></span></span><span data-offset-key="cdka8-359-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-359-0"><span data-text="true"> rose</span></span></span><span data-offset-key="cdka8-360-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-360-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdka8-361-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-361-0"><span data-text="true"> 2</span></span></span><span data-offset-key="cdka8-362-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-362-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-363-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-363-0"><span data-text="true">78</span></span></span><span data-offset-key="cdka8-364-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-364-0"><span data-text="true">%</span></span></span><span data-offset-key="cdka8-365-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-365-0"><span data-text="true"> this</span></span></span><span data-offset-key="cdka8-366-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-366-0"><span data-text="true"> week</span></span></span><span data-offset-key="cdka8-367-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-367-0"><span data-text="true">,</span></span></span><span data-offset-key="cdka8-368-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-368-0"><span data-text="true"> while</span></span></span><span data-offset-key="cdka8-369-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-369-0"><span data-text="true"> V</span></span></span><span data-offset-key="cdka8-370-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-370-0"><span data-text="true">IX</span></span></span><span data-offset-key="cdka8-371-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-371-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdka8-372-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-372-0"><span data-text="true"> V</span></span></span><span data-offset-key="cdka8-373-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-373-0"><span data-text="true">ST</span></span></span><span data-offset-key="cdka8-374-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-374-0"><span data-text="true">O</span></span></span><span data-offset-key="cdka8-375-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-375-0"><span data-text="true">XX</span></span></span><span data-offset-key="cdka8-376-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-376-0"><span data-text="true"> fell</span></span></span><span data-offset-key="cdka8-377-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-377-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdka8-378-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-378-0"><span data-text="true"> -</span></span></span><span data-offset-key="cdka8-379-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-379-0"><span data-text="true">3</span></span></span><span data-offset-key="cdka8-380-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-380-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-381-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-381-0"><span data-text="true">18</span></span></span><span data-offset-key="cdka8-382-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-382-0"><span data-text="true"> points</span></span></span><span data-offset-key="cdka8-383-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-383-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdka8-384-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-384-0"><span data-text="true"> -</span></span></span><span data-offset-key="cdka8-385-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-385-0"><span data-text="true">3</span></span></span><span data-offset-key="cdka8-386-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-386-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-387-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-387-0"><span data-text="true">55</span></span></span><span data-offset-key="cdka8-388-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-388-0"><span data-text="true"> points</span></span></span><span data-offset-key="cdka8-389-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-389-0"><span data-text="true"> respectively</span></span></span><span data-offset-key="cdka8-390-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-390-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-391-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-391-0"><span data-text="true"> U</span></span></span><span data-offset-key="cdka8-392-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-392-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-393-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-393-0"><span data-text="true">S</span></span></span><span data-offset-key="cdka8-394-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-394-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-395-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-395-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="cdka8-396-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-396-0"><span data-text="true"> rose</span></span></span><span data-offset-key="cdka8-397-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-397-0"><span data-text="true"> on</span></span></span><span data-offset-key="cdka8-398-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-398-0"><span data-text="true"> Friday</span></span></span><span data-offset-key="cdka8-399-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-399-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdka8-400-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-400-0"><span data-text="true"> for</span></span></span><span data-offset-key="cdka8-401-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-401-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdka8-402-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-402-0"><span data-text="true"> week</span></span></span><span data-offset-key="cdka8-403-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-403-0"><span data-text="true"> after</span></span></span><span data-offset-key="cdka8-404-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-404-0"><span data-text="true"> data</span></span></span><span data-offset-key="cdka8-405-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-405-0"><span data-text="true"> on</span></span></span><span data-offset-key="cdka8-406-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-406-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdka8-407-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-407-0"><span data-text="true"> U</span></span></span><span data-offset-key="cdka8-408-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-408-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-409-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-409-0"><span data-text="true">S</span></span></span><span data-offset-key="cdka8-410-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-410-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-411-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-411-0"><span data-text="true"> services</span></span></span><span data-offset-key="cdka8-412-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-412-0"><span data-text="true"> sector</span></span></span><span data-offset-key="cdka8-413-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-413-0"><span data-text="true"> showed</span></span></span><span data-offset-key="cdka8-414-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-414-0"><span data-text="true"> a</span></span></span><span data-offset-key="cdka8-415-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-415-0"><span data-text="true"> resilient</span></span></span><span data-offset-key="cdka8-416-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-416-0"><span data-text="true"> economy</span></span></span><span data-offset-key="cdka8-417-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-417-0"><span data-text="true"> bolstered</span></span></span><span data-offset-key="cdka8-418-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-418-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdka8-419-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-419-0"><span data-text="true"> comments</span></span></span><span data-offset-key="cdka8-420-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-420-0"><span data-text="true"> from</span></span></span><span data-offset-key="cdka8-421-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-421-0"><span data-text="true"> Fed</span></span></span><span data-offset-key="cdka8-422-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-422-0"><span data-text="true"> officials</span></span></span><span data-offset-key="cdka8-423-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-423-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-424-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-424-0"><span data-text="true"> An</span></span></span><span data-offset-key="cdka8-425-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-425-0"><span data-text="true"> interesting</span></span></span><span data-offset-key="cdka8-426-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-426-0"><span data-text="true"> trend</span></span></span><span data-offset-key="cdka8-427-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-427-0"><span data-text="true"> to</span></span></span><span data-offset-key="cdka8-428-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-428-0"><span data-text="true"> note</span></span></span><span data-offset-key="cdka8-429-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-429-0"><span data-text="true"> is</span></span></span><span data-offset-key="cdka8-430-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-430-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdka8-431-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-431-0"><span data-text="true"> booming</span></span></span><span data-offset-key="cdka8-432-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-432-0"><span data-text="true"> popularity</span></span></span><span data-offset-key="cdka8-433-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-433-0"><span data-text="true"> of</span></span></span><span data-offset-key="cdka8-434-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-434-0"><span data-text="true"> Tesla</span></span></span><span data-offset-key="cdka8-435-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-435-0"><span data-text="true"> stock</span></span></span><span data-offset-key="cdka8-436-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-436-0"><span data-text="true"> among</span></span></span><span data-offset-key="cdka8-437-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-437-0"><span data-text="true"> individual</span></span></span><span data-offset-key="cdka8-438-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-438-0"><span data-text="true"> investors</span></span></span><span data-offset-key="cdka8-439-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-439-0"><span data-text="true">,</span></span></span><span data-offset-key="cdka8-440-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-440-0"><span data-text="true"> with</span></span></span><span data-offset-key="cdka8-441-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-441-0"><span data-text="true"> net</span></span></span><span data-offset-key="cdka8-442-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-442-0"><span data-text="true"> retail</span></span></span><span data-offset-key="cdka8-443-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-443-0"><span data-text="true"> purchases</span></span></span><span data-offset-key="cdka8-444-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-444-0"><span data-text="true"> totaling</span></span></span><span data-offset-key="cdka8-445-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-445-0"><span data-text="true"> nearly</span></span></span><span data-offset-key="cdka8-446-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-446-0"><span data-text="true"> $</span></span></span><span data-offset-key="cdka8-447-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-447-0"><span data-text="true">14</span></span></span><span data-offset-key="cdka8-448-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-448-0"><span data-text="true"> billion</span></span></span><span data-offset-key="cdka8-449-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-449-0"><span data-text="true"> so</span></span></span><span data-offset-key="cdka8-450-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-450-0"><span data-text="true"> far</span></span></span><span data-offset-key="cdka8-451-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-451-0"><span data-text="true"> this</span></span></span><span data-offset-key="cdka8-452-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-452-0"><span data-text="true"> year</span></span></span><span data-offset-key="cdka8-453-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-453-0"><span data-text="true">.</span></span></span><span data-offset-key="cdka8-454-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-454-0"><span data-text="true"> Additionally</span></span></span><span data-offset-key="cdka8-455-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-455-0"><span data-text="true">,</span></span></span><span data-offset-key="cdka8-456-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-456-0"><span data-text="true"> restaurant</span></span></span><span data-offset-key="cdka8-457-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-457-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="cdka8-458-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-458-0"><span data-text="true"> are</span></span></span><span data-offset-key="cdka8-459-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-459-0"><span data-text="true"> thriving</span></span></span><span data-offset-key="cdka8-460-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-460-0"><span data-text="true"> despite</span></span></span><span data-offset-key="cdka8-461-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-461-0"><span data-text="true"> stubborn</span></span></span><span data-offset-key="cdka8-462-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-462-0"><span data-text="true">ly</span></span></span><span data-offset-key="cdka8-463-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-463-0"><span data-text="true"> high</span></span></span><span data-offset-key="cdka8-464-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-464-0"><span data-text="true"> inflation</span></span></span><span data-offset-key="cdka8-465-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-465-0"><span data-text="true">,</span></span></span><span data-offset-key="cdka8-466-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-466-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdka8-467-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-467-0"><span data-text="true"> corporate</span></span></span><span data-offset-key="cdka8-468-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-468-0"><span data-text="true"> stock</span></span></span><span data-offset-key="cdka8-469-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-469-0"><span data-text="true"> buy</span></span></span><span data-offset-key="cdka8-470-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-470-0"><span data-text="true">backs</span></span></span><span data-offset-key="cdka8-471-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-471-0"><span data-text="true"> are</span></span></span><span data-offset-key="cdka8-472-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-472-0"><span data-text="true"> projected</span></span></span><span data-offset-key="cdka8-473-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-473-0"><span data-text="true"> to</span></span></span><span data-offset-key="cdka8-474-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-474-0"><span data-text="true"> top</span></span></span><span data-offset-key="cdka8-475-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-475-0"><span data-text="true"> $</span></span></span><span data-offset-key="cdka8-476-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-476-0"><span data-text="true">1</span></span></span><span data-offset-key="cdka8-477-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-477-0"><span data-text="true"> trillion</span></span></span><span data-offset-key="cdka8-478-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-478-0"><span data-text="true"> this</span></span></span><span data-offset-key="cdka8-479-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-479-0"><span data-text="true"> year</span></span></span><span data-offset-key="cdka8-480-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-480-0"><span data-text="true">,</span></span></span><span data-offset-key="cdka8-481-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-481-0"><span data-text="true"> helping</span></span></span><span data-offset-key="cdka8-482-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-482-0"><span data-text="true"> to</span></span></span><span data-offset-key="cdka8-483-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-483-0"><span data-text="true"> keep</span></span></span><span data-offset-key="cdka8-484-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-484-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdka8-485-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-485-0"><span data-text="true"> market</span></span></span><span data-offset-key="cdka8-486-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-486-0"><span data-text="true"> afloat</span></span></span><span data-offset-key="cdka8-487-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-487-0"><span data-text="true">.</span></span></span></p><p><span data-offset-key="cdka8-487-0" style="background-color: var(--green-100);"><span data-offset-key="cdka8-487-0"><span data-text="true">Weekly ranges are published below; as I promised I will add BTC ranges based on <a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit's</a> DVOL index very soon.<br /></span></span></span></p><p><span data-offset-key="9mvjv-524-0" style="background-color: var(--green-100);"><span data-offset-key="9mvjv-524-0"><span data-text="true"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZTTw9h5rivGqXCvD4WrVgahUJlCbRZZ6qZQmhNWZJZPtmLzxtX1aUyd4jEH1gFIAC_D6WutXVtxlowlbqdpyS5BfreAruwg14K9sVjxeK0EHhm6SBTOG3uJXQX7N--Xc8qsBHeLH3GJ6LJSM6qAhFMhTs3IboEEmmoYpmPj628NDAeYhTWJoryyMJeg/s697/weekly_ranges.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZTTw9h5rivGqXCvD4WrVgahUJlCbRZZ6qZQmhNWZJZPtmLzxtX1aUyd4jEH1gFIAC_D6WutXVtxlowlbqdpyS5BfreAruwg14K9sVjxeK0EHhm6SBTOG3uJXQX7N--Xc8qsBHeLH3GJ6LJSM6qAhFMhTs3IboEEmmoYpmPj628NDAeYhTWJoryyMJeg/w400-h208/weekly_ranges.png" width="400" /></a></div><br /><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-42579616774969071182023-03-04T09:32:00.001-05:002023-03-04T13:56:39.221-05:00DVOL Futures<p>The biggest news this week is that <a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit </a>is moving ahead with launching futures on their DVOL Bitcoin volatility index. Like with every new product launch, I am cautiously optimistic, but given that <a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit </a>has ~ 90% market share in cryptocurrency options volume, I think that the product has a great chance of success! If you trade volatility on Deribit, in addition to straddles and strangles you would be able to take outright vol futures positions, or calendar spreads. <br /></p><p>The index was launched two years ago, and the exchange did not back-calculate the index to an earlier date.</p><p></p><p><img alt="" src="data:image/png;base64,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" /></p>DVOL index behaves like other volatility indexes, with clusters of spikes amid brief periods of calm. Just like with SPX/VIX there is a negative correlation in returns, <p></p><p><img alt="" src="data:image/png;base64,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" /> <br /></p><p>but raw levels do not show significant correlation.</p><p><img alt="" src="data:image/png;base64,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" /> <br /></p><p>There is not enough historical data to build a good histogram of DVOL levels; it looks very jagged, uneven. </p><p><img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAm8AAAGICAYAAAAXnwcvAAAgAElEQVR4XuydB3hVRdrH/+kECC2UQChRURABQYoiRUXQXRYbolJ0wU+KBVFcCyBFugIiRZqK67IiuiAgWEBAUESlI6D0EooQIEA66d95B29Mwk3unJtz78y59z3Pw4Mxc6b833nP/HinBeQaD/hhBVgBVoAVYAVYAVaAFbCFAgEMb7awE1eSFWAFWAFWgBVgBVgBoQDDG3cEVoAVYAVYAVaAFWAFbKQAw5uNjMVVZQVYAVaAFWAFWAFWgOGN+wArwAqwAqwAK8AKsAI2UoDhzUbG4qqyAqwAK8AKsAKsACvA8MZ9gBVgBVgBVoAVYAVYARspwPBmI2NxVVkBVwo88cQT2Lx5c16yoKAgREREoFGjRnjqqafQqlUr8bs//vgD7du3x9NPP40XX3zRabZvvvkmFi1ahB9//BHh4eEizeHDhzF37lz8/PPPuHjxIqpWrYrWrVvj//7v/3DNNdfk5XPy5EncfffdmDZtGv72t7+5qrb4/eDBg7Fnzx58+eWXUumtSLRp0yb885//xOLFi4VG/LingCd1rFevHl599VXRf+n54osv8Pbbb+PSpUt4/vnn0bdvX/cqzW+xAjZWgOHNxsbjqrMChRUgeMvKysJrr70mfkX/ffbsWXz66acC6iZPnozOnTuL3xG0xMXFYdWqVVcJmZOTgzvuuAPt2rXDuHHjxO/XrFmDl156Cddffz0ef/xxREdH4/jx4/jvf/8r/n7nnXdw5513irQMb/7VN70Jb7feeivq16+PAQMGoFatWoiKivIvsbm1rIChAMMbdwNWwIcUIHgrXbq0iI7lfwjGevXqhb1792Lt2rUoX748li5dKqJd9HeDBg0KpKfIWu/evbFgwQI0b95cwNh9992Htm3bYsqUKQgODs5Ln5GRISJ4u3btElEzGkwZ3nyoU0k0xZvwRpG4V155BX369JGoGSdhBXxTAYY337Qrt8pPFSgK3kgOB5CNHj0ajz32GFJSUtCmTRv07NkTL7/8cgHFhgwZgq1bt2L16tXi/48fPx6ffPIJ1q9fj8qVK1+l7okTJ9CxY0cxoFJeVsHb/Pnz8fHHH4tp3jp16uC5555Dp06dRPnU1pCQEHz44Yd59cnOzhbRwkceeURMB1PkcebMmQJQ4+PjRdSQBn7H9HFh6EhNTRWRxu+//x6JiYm47rrr8Mwzz+Cee+5x2qNk6kB50fQxTTkTWFN0kiKjFSpUcJonATXVo1mzZvjoo49EvW+++Wa88cYboj6Oh2wzZ84ckS/B+EMPPSSiUQ6wpmlx0ooirvv27cPAgQORlpaGdevWiagr6UKR11tuuQUTJ07Ed999J/JLSkrCXXfdhTFjxuRNlx85cgRTp04VeSUnJ4vp8ocffhjPPvssAgIC4AreHP2B8qB/EBDo16xZU9TXYU9q19GjRzF27Fhs375d9LMRI0aIPkXTpg0bNhT1zv/s37/fTz2dm+3vCjC8+XsP4Pb7lALFwRuBDa3ruv/++0Hr2eihQXHbtm0iGud40tPTcfvtt4t1bARL9PzjH/8Q4EFr4Ip6unTpgszMTKxYscISeHv33Xcxe/ZssaaJon8EQTRFS9Ozf//73/HZZ5+BQJTW5FWsWFFUywGoX3/9tQAdgtBvvvlGgEvdunWxfPlyrFy5EgSFBC2FoeP111/HL7/8IgCU8qS1cF999ZWIKOYHJ4cGrupAIEXT1ATLBLenT58W2pO+FMF09hC80RQ1TQmS/mQ3Aspq1arl6U/lEtj06NFDrC2kiOqMGTMEZNLUOD0EbwRn1PYbbrhBwC+1hWC3Ro0aAm4J5kaOHClgrFy5cqK8Y8eOiToOGjQI/fv3F5B/77334tprrxXrzqhNpMeSJUuEfagcWXij9ZcPPvigAGzqJ/Tngw8+EP+IICik9ZEEbQR1tKaSYO/8+fOin5KGhw4dEn9TPyddmzRp4lP+y41hBWQVYHiTVYrTsQI2UKA4eKPqEzTQFCkNmPlh53//+5+I7tBDcEMDOwEdrWujhwZJihjRYFrUQ5BAIEVRk5JG3ijqRQP6k08+KSDC8QwdOlREfwhuaME6pSH4oEgbPQQ0v/76q1jUThEpiupQJMfxe0pD08d0pTMBXGHoIHho2bKlgEJ6aEqYIIuiWjRdV/hxVQeCJVonuGHDBgFI9FDE7NSpU2Ja2tlD8Eb1J1h1vEN1JYAjsCTIonZT9DA/ANK6RtKC3qU1YQRVZcuWFcDqeAjwCIrz25vqR/WkyJvD3gSFFBmcNWuW2ERCkVd6r1KlSiIrmoantWddu3YVUURZeCN7EHw7HnqfNsMQlFMb33rrLdHvHOvYvv32W7EpIf+GhcIbGIrskPwLVsCHFWB482HjctP8TwGz8EaDMA3yFFmhKBU9FH2hqTMaTB0PgV2HDh3ELr+iHoIsAg4r4O2HH34QETcCkvy7QAnaXnjhhbzIFK21o2jfvHnzRITKAXz9+vXDwoULxVQj5RUZGZlXbWoXQQ/Vc8eOHQV2mw4bNkxE2whUaeqQ/qaIV3FPcXWg6WQCFoIe+pvyoygi7QIu6iF427JlS4FoqANiaMqTImEUdXJE2hz5kM0o7+HDh4sNJWRX0o6mbPPDG02X/vbbb3l1ICikSBpFLR0PTYdSfgRVjod0jo2NFZG533//Hf/+979B0VYqTxbeqGzqR46H4JD+0DQqQSTlT1PcjscRLf7Xv/6Vt9uU4c3/vmvc4qsVYHjjXsEK+JACxcEbTYfSVCFNWzl2kFLTCWQoWkPr2WjApqM/aL0TpXM8BB4UiaF1b0U9jz76qAALiuKUNPJG0SJam1bUQ2BGbaGyKCqzceNGARQ01UsRJJoWpCm94iKFBHUEIvmPCrl8+TLee+89oQe1ITAwUOy6pciTI+pUuE7F1YHS0rQ05fnTTz+JSB5NC1Lb8uubP09nR6YQtBJUU1TqzJkzYp0i2YLWxeV/CNYoHQElwRvBIkUj88MbTZsStDoe6guUL+lWFLyRlgTI1D8oOte0aVMBxbSJhfKXhbf8ET8qyxEtJI0ocktP/jWM9LMDyB1HhTC8+dAHi5vitgIMb25Lxy+yAvopUBy8EeAQ3EyYMEFETBwPLUanNWS0kJwWjBOoUFpa4+Z4aEE7RaxogHdM5eVvPQEFrb2iKUmCqZLCG0WYCEAoUuMs8kVnytGUIK3Zoqlgiv7s3LkTBw8eFBE3emijA02ZEiA4i3QRBBSOvOVvE+lCx6hQZIj0GjVqlFODF1eH/C9QOopu0ZQ11ZXa6KxtruCNAJPWIBaOvNFUc4sWLUQ9u3XrZhm8LVu2TOxKpilZivjRujV6aNqW+o0ZeCOIJRh2PGRf2hlNU90UXaOpbgJnx0PT240bNxbT+Axv+n1vuEbqFGB4U6c9l8wKWK5AUfBGgyCtsaJdhxRlIfDJ/9CaMIri0OBJkSECvMJwRgM3TcsRNNAuT8dD02m0wJym+mgBOkVmSgpvFy5cEIvaCcpogbrjoUXyNIVIi/IdbaBBnyJaFL2hqBNFpeihRfwU3aKIEUVvHA8BBO1SnDRpkqizI/JGawEfeOABsY4r/3o00pTWZdF7RT1F1YE2eFDUiiDQoRmt2aM86XcEJoUfV/BWvXp1ER0tvOnBEcUiG9AGBasibwRtNB1OkVnHQ9OuBLS0No5+Lxt56969u5jKdjyUB0U0CWhpEwaBJ202iYmJEUkoWknrHnnNm+WfCs7Q5gowvNncgFx9ViC/As4O6aUdhwQKjkN68x/N4HiXom40gNLOPoIdWrRf+KHBm9a10a5DKoeOeiBIowgXQR/BkGM9kwPeaHAuvNCfdivSmixX0EKL1wlI6KgOghwCT1rsThG+/Av1qV6OIytoY0D+6U2aiiNAI7ik3aKkAcEUHT9BwFUYOmhDBG0ooPVX1E6KCNHUK0FF/k0PzrRxVgeKZBIQEjwS6BDoUvl0/AdtDMkPwY48XcEb6U6a09S2Y7cpwShBNUW1HGvcrII3WgNIu3Bp4wD1C7I1Rcyor9BGDgJ9WXgj29MOVpp2pYgeaUBtoZ9pWp92QtPRI9TPKMJI9qZy6GeOvPG3jhX4SwGGN+4NrIAPKVD4eixas0VngNFuUQIWipw5exy7Jmkaj9ZX0QDq7KGpRFqTRBGRc+fOoUqVKiIKRNERgh3H44A3Z3mEhoZi9+7dLuGNNlMQSNI6KTpig6ZrKfpHIEZ5OB4CIoIjOgeM0ud/KCJHMEML8gmYKCpIEEYg4Ox8MjpfjcCQAM6RngCJpoOLe4qrA2k1ffp0HDhwQGRBuzRpc0jt2rWdZikDb/QiQRXZgm63IG0IEgkgHUBoFbyRHUgTgi06zoM0pOgkQRxFO+koFll4oyNYSFsCcYoOEkA7ztyjNtH0O0EpaUa7agna6B8FNN3P8OZDHypuSokVYHgrsYScASvACrACrEBxCrgzjc6KsgKsQNEKMLxx72AFWAFWgBXwqAIMbx6VlzP3QwUY3vzQ6NxkVoAVYAW8qQDDmzfV5rL8QQGGN3+wMreRFWAFWAFWgBVgBXxGAYY3nzElN4QVYAVYAVaAFWAF/EEBhjd/sDK3kRVgBVgBVoAVYAV8RgGGN58xJTeEFWAFWAFWgBVgBfxBAb+Ct4sXU5CTk6utXSMjyxpnSyVrWz9frxjrr87CrL067alk1l+d/qy9Ou117vuBgQGoWLFMkeL4FbwRGOkMb1WqRBgHnyap7cl+XDrrr874rL067alk1l+d/qy9Ou117vsEbwT2RT0Mb2r7TYHS2YnVGoP1V6c/a69Oe50HMLWqeKd07vve0bmoUnTVn+Etn8U48qbWSXQvXVcn1l03K+rH2luhovt5sP7ua1fSN1n7kipYsvd11Z/hjeGtZD3bj97W1Yn9wQSsvVors/7q9Gft1Wmvc9SZ4Y3hTa1n2Kh0/oiqMxZrr057nQcwtap4p3Tu+97RmadN1epcotJ52rRE8vn8y/wRVWdi1l6d9gxvrL1aBdSWruu3hyNvHHlT6xk2Kl1XJ7aRhG5XlbV3WzpLXmT9LZHRrUxYe7dks+wlXfVneGN4s6yT+3pGujqxr+vOkR/1Fua+r84GrL067XX+9jC8Mbyp9Qwblc4fUXXGYu3Vaa/zAKZWFe+Uzn3fOzoXVYqu+iuFtxUrVmD27NnIzMxE79690bNnzwL67d27F8OGDUNycjKaN2+OUaNGITg4GFu3bsX48ePFe9HR0XjrrbdQvnx5bNmyBQMGDEBUVJTIp0GDBpgwYYK05XnNm7RUfplQVyf2B2Ow9mqtzPqr05+1V6e9zv9wUQZvcXFx6N69O5YsWYLQ0FB069YNU6ZMQd26dfMs1blzZ4wdOxZNmjTB0KFD0bBhQ/To0QMdO3YU0EdpJ0+ejMDAQLz00kv48MMPBdD179/fLWszvLklm9+8xB9RdaZm7dVpr/MAplYV75TOfd87OnPkTVLnpUuXikgZRdDomTlzJnJzc0XkjJ5Tp06hV69eWLNmjfiZom3Tp0/H/PnzBaCFhISIvwnq6tWrhz59+mDQoEHG3Z/xSExMFNG3kSNHonr16pI1grg3lK/HkpbL7xLyR1SdyVl7ddozvLH2ahVQW7qu3x5lkbe5c+ciNTVVABc9ixYtwq5duzBmzBjx844dOzBx4kQsXLhQ/BwbG4t+/fph1apV4uf9+/fjySefFNOon332mYC0ESNGoF27dujQoYN474svvsCnn34qbXmGN2mp/DKhrk7sD8Zg7dVamfVXpz9rr057nf/hogze5syZg7S0tALwtnv3bowePVpYavv27Zg0aVIBeKPp0JUrVxawJMHZsmXLnEIarZNbt24dIiIi1FqfS2cFWAFWgBVgBVgBVsBLCnjsYnqaNqWp0HHjxommOJs2pU0Mq1evFr93TJu+//772LBhg4iu0UPRu9atW2Pbtm2gaB5F54KCgsTvCN4obXh4uJRcHHmTkslvE/nKv4DLlQ9HWGhwsXZMz8hCYkKaNrb2Fe21EdRkRVh/k4JZmJy1t1BMN7LSVX9lkTfHhoXFixcLuKINCzRl2rhx4zx5acMC7TBt1qyZ2HUaExMjpkrvvPNOsWGBNjB8/vnn+PrrrzFv3jx06dJFrH3r1KmTiMbRblb6/7IPw5usUv6ZTlcnNmsNascr074v9rVJL9yBc+eSzGbtsfS+or3HBPJwxqy/hwUuJnvWXp32VLKu+iuDNxKF4IqiZbTxoGvXrujbt6/4M3DgQDRq1Aj79u0T0JaSkpJ37AftTHUcFZKdnY1q1aqJqVbaoHDw4EEMHz4cSUlJqFSpklgzxxsW1HZ8XypdVyc2qzHDm1nFOL2v9H07WpK1V2s1XfVXCm9qTXJ16Rx5080ietVHVyc2qxLDm1nFOL2v9H07WpK1V2s1XfVneMvXLxje1DqJ7qXr6sRmdWN4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4M6sYp/eVvm9HS7L2aq2mq/4Mbwxvaj3DRqXr6sRmJWR4A8qVD0dYaHCx0qVnZCExIc2svD6Z3lf6vh2Nw9qrtZqu+jO8Mbyp9Qwbla6rE5uVkOENsKMGZu1sZXpf6ftWauKtvFh7byntvBxd9Wd4Y3hT6xk2Kl1XJzYroR3BxWrt7aiBWTtbmd5q/a2sm6/nxdqrtbCu+jO8Mbyp9Qwbla6rE5uV0I7gYrX2dtTArJ2tTG+1/lbWzdfzYu3VWlhX/RneGN7UeoaNStfVic1KaEdwsVp7O2pg1s5Wprdafyvr5ut5sfZqLayr/gxvDG9qPcNGpevqxGYltCO4WK29HTUwa2cr01utv5V18/W8WHu1FtZVf4Y3hje1nmGj0nV1YrMS2hFcrNbejhqYtbOV6a3W38q6+XperL1aC+uqP8Mbw5taz7BR6bo6sVkJ7QguVmtvRw3M2tnK9Fbrb2XdfD0v1l6thXXVXym8rVixArNnz0ZmZiZ69+6Nnj17FrDS3r17MWzYMCQnJ6N58+YYNWoUgoODsXXrVowfP168Fx0djbfeegvly5dHYmIiXn75ZZw4cQKVKlXC1KlTjSMBqkhbPj4+GTk5udLpvZ1Q107kbR1Ulecr+tsRXKzW3o4aqOr3VK7V+qtsi93KZu3VWkxX/ZXBW1xcHLp3744lS5YgNDQU3bp1w5QpU1C3bt08S3Xu3Bljx45FkyZNMHToUDRs2BA9evRAx44dBfRR2smTJyMwMBAvvfQSRo8ejaioKPTr1w/Lli3D+vXrBcDJPgxvskr5ZzpdndisNewILlZrb0cNzNrZyvRW629l3Xw9L9ZerYV11V8ZvC1duhRbtmwRETR6Zs6cidzcXAwYMED8fOrUKfTq1Qtr1qwRP1O0bfr06Zg/f76IuIWEhIi/Cerq1auHPn36oH379liwYAGqV6+OrKwstGzZEps2bRJpZR6GNxmV/DeNrk5s1iJ2BBertbejBmbtbGV6q/W3sm6+nhdrr9bCuuqvDN7mzp2L1NRUDBo0SFhm0aJF2LVrF8aMGSN+3rFjByZOnIiFCxeKn2NjY0VEbdWqVeLn/fv348knnxTTqJ999pkANorM7dy5U/w/etq1ayfyrVatmpT1Gd6kZPLbRLo6sVmD2BFcrNbejhqYtbOV6a3W38q6+XperL1aC+uqvzJ4mzNnDtLS0grA2+7du8XUJz3bt2/HpEmTCsBb//79sXLlygKW/PTTT8UUKf3tDN4+//xzU+ve1HYTLp0V8I4CQ2dtLLag8c+29k5FFJbCGigUn4tmBVgBjyoQYExlemQFP02b0lTouHHjRAOcTZvSJobVq1eL3zumTd9//31s2LABHTp0EP+fonetW7cWkTqaNv3kk0/EujeeNvVov/DLzHX9F5hZY9gx6mS19nbUwKydrUxvtf5W1s3X82Lt1VpYV/2VRd4cGxYWL16M8PBwsWGBpkwbN26cZynasEA7TJs1ayZ2ncbExIip0jvvvFNsWKBIG0XWvv76a8ybN0+kpSnSp59+GsuXL8eXX36J9957T9ryPG0qLZVfJtTVic0aw47gYrX2dtTArJ2tTG+1/lbWzdfzYu3VWlhX/ZXBG5mDjgqhtW+08aBr167o27ev+DNw4EA0atQI+/btE9CWkpKCBg0aYMKECWJnquOokOzsbAFrjl2mly5dwuDBg8VRIREREWInas2aNaUtz/AmLZVfJtTVic0aw47gYrX2dtTArJ2tTG+1/lbWzdfzYu3VWlhX/ZXCm1qTXF06w5tuFtGrPro6sVmV7AguVmtvRw3M2tnK9Fbrb2XdfD0v1l6thXXVn+EtX79geFPrJLqXrqsTm9XNjuBitfZ21MCsna1Mb7X+VtbN1/Ni7dVaWFf9Gd4Y3tR6ho1K19WJzUpoR3CxWns7amDWzlamt1p/K+vm63mx9motrKv+DG8Mb2o9w0al6+rEZiW0I7hYrb0dNTBrZyvTW62/lXXz9bxYe7UW1lV/hjeGN7WeYaPSdXVisxLaEVys1t6OGpi1s5Xprdbfyrr5el6svVoL66o/wxvDm1rPsFHpujqxWQntCC5Wa29HDcza2cr0VutvZd18PS/WXq2FddWf4Y3hTa1n2Kh0XZ3YrIR2BBertbejBmbtbGV6q/W3sm6+nhdrr9bCuurP8MbwptYzbFS6rk5sVkI7govV2ttRA7N2tjK91fpbWTdfz4u1V2thXfVneGN4U+sZNipdVyc2K6EdwcVq7e2ogVk7W5neav2trJuv58Xaq7WwrvozvDG8qfUMG5WuqxObldCO4GK19nbUwKydrUxvtf5W1s3X82Lt1VpYV/0Z3hje1HqGpqWXKx+OsNDgYmuXnpGFxIQ0TVtQdLXsCC5Wf0DtqIHKjma1/irbYreyWXu1FtNVf4Y3hje1nqFp6c4G95CQYOMe3qy8Gk964Q6cO5ekaQsY3oozDMObuW6r6wBmrhX2TM3aq7WbrvozvDG8qfUMTUtneNMLTK3+gDK8mXM8q/U3V7p/p2bt1dpfV/0Z3hje1HqGpqUzvDG82TWy6gmX0nUA80RbdcuTtVdrEV31Z3hjeFPrGZqWzvDG8Mbw9pdz6jqAafr5sLRarL2lcprOTFf9Gd4Y3kx3Zn94geGN4Y3hjeFNh2+drvCggzbeqIOu+jO8Mbx5o//brgyGN4Y3GXjz5V3J+Z1W1wHMdh8WNyrM2rshmoWv6Ko/wxvDm4Xd3HeyYnhjeJOBN3/Z+KDrAOY7X5yiW8Laq7WyrvozvDG8qfUMTUtneGN4Y3jjaVMdPk+6woMO2nijDrrqz/DG8OaN/m+7MhjeGN4Y3hjedPhw6QoPOmjjjTroqj/DG8ObN/q/7cpgeGN4Y3hjeNPhw6UrPOigjTfqoKv+DG8Mb97o/7Yrg+GN4Y3hjeFNhw+XrvCggzbeqIOu+jO8Mbx5o//brgyGN4Y3hjeGNx0+XLrCgw7aeKMOuurP8Mbw5o3+b7syGN68C2/ePnLDql2iVuWju4PoOoDprpsV9WPtrVDR/Tx01Z/hjeHN/V7tw28yvHkX3lxBUEhIMMY/2xrnziVZ0utclUeFcOSNI2+WdLYSZqIrPJSwWbZ5XVf9Gd4Y3mzjRN6sKMMbwxvDG8ObN785RZWlKzzooI036qCr/gxvDG/e6P+2K4PhzT14y8nMRNali8i6cAFZF+nPReSkpSG4QgUEV4pESGRlBEdGIqh06QJ9wlUkjCNval1I1wFMrSreKZ21947OdoNnhjeGN7WeoWnpDG/y8JZ5/hyStmwx/mxC+vFYKYsGlimDso2bIOLWW1H6xptQNaoCXpn2fZHvMg3vWm0AACAASURBVLxJyeqxRAwQHpPWZcasvUuJPJpAV/0Z3hjePNrx7Zo5w1vx8JaVkCBgLWnzJlw+cvgvMwcGXomyVawk/oRUqoTA8HARgcuMPy8icvR3bkZG3jtBERGo0qY1/hdXFhfKVwcCAq7qNgxvaj1J1wFMrSreKZ21947OHHlTq3OJSo+PT0ZOTm6J8vDky+zEnlS3YN52hTeZXZvU0uKiXPT7otZ75aSn4+K3K3Hhm6/yACwgNBRlb26Csi1uRZlGjRAYElqsoXJzc5EZFyfgL3HTz8g8cyYv/fnyNbD7+nZIKFe1QB52hrfxz7VFSHCgy86bnpGFxIQ0l+lUJOBvjwrVr5TJ2qvTXmf9OfKWr18wvKl1Ep1Ktyu8uVo75gAzs/CWm5ODJAO0zi9ZLKJo9JRp1BjlWrVGGQPcAsPC3DIfgVz6iePI3r0dR75chbDMy6B/Ph2v3gC/X9sK6WFlRL52hjcCYVd6FwfMbglr8UsMEBYLaiI71t6EWB5Iqqv+DG8Mbx7o7vbPkuHtr2nTtEMHcfbTT5B+7KgwbFjtOqjyWHeUrlffMkOT3kPe/hb1jm3BdSd2IjA3B5lBIThQpzkO12qKoFKlbH1UCMObZV3F7zLSFR78xRC66s/wxvDmLz5oqp0Mb3fgbFwCLq78GueXfg4YEbIgYy1b5Ye6GtG22xFgrG2z8smvd5nUS2h4aAOqn78Ci5fKVsb2pg9g+MudbHvOG8Oblb3Fv/LSFR78xQq66s/wxvDmLz5oqp3+Dm8T+jTHnonvIGXnDqFbxb91QuR9D7g9PepKfGd6V7lwHDfvX4eyaQnICA5Dk9dfQVatuq6ykvq97PSyq0OBZfNheJMyCydyooCu8OAvxtJVf4Y3hjd/8UFT7fRneItIjsc/TqzF5dNnEGicxxb1VD+xIcGTT1EQFJKZjma/r0JU/DGxCzXygYdQqVPnEkf+ZKGL4e2K1XUdwDzZJ3XJm7VXawld9Wd4Y3hT6xmalu6v8BYddwBN965BcE4WwmrVQvVnnkdo1YI7Pz1hsmJhypiyvfH4VtQ78ouYvi3TpCmi/q/vVQf9mqkXw5sZtRjezKllbWpd4cHaVuqbm676K4W3FStWYPbs2cg0TmXv3bs3evbsWcCCe/fuxbBhw5CcnIzmzZtj1KhRCA4OxrZt2zB+/HhkZWWhgrEOh/47OjoaW4yDQgcMGICoqCiRT4MGDTBhwgTpXsG7TaWl8vmE/ghv1xobBRof/OFKpOXOO1D+kR4emyYt3IFcwRTtNh3ULBSHp01HdkoqStepjYZj3kBI+fIFspI9bsNVeZSplddj8bSpz38yPNZAXeHBYw3WLGNd9VcGb3HGOU/du3fHkiVLEGqcE9WtWzdMmTIFdev+taalc+fOGDt2LJo0aYKhQ4eiYcOG6NGjB9q3b49Zs2ahfv36WLx4MdauXSsg8MMPPxQg2L9/f7fMz/Dmlmw++ZK/wdt1x3egkbFJgJ7dddui/+QXcP58stds6wqmHEeFvDHhC9y2awUiUi8ioUwkNjZ9CBmhf121JQNcAk6N3a2ugEomL9l8XJUlC4teM0ihgnQdwFTp4c1yWXtvqn11Wbrqrwzeli5dKiJlFDWjZ+bMmcaMSK6InNFz6tQp9OrVC2vWrBE/b926FdOnT8cHH3yAb775Bg888MCVgWb3bgwfPhzLli3DoEGDEB8fj8TERBF9GzlyJKpXN05sl3wY3iSF8oNk/gRvdWO3oeHhjcKqO+vdhWPRjaSiTlZ2A1cQ5IA3gqCw9BS02bFEAFximUr4sWmXPICTAS6GN/OW03UAM98S+73B2qu1ma76K4O3uXPnIjU1VQAXPYsWLcKuXbswZswY8fOOHTswceJELFy4UPwcGxuLfv36YdWqVXmWzDEODn3mmWfQyDjVnaBvxIgRaNeuHTp06CDe++KLL/Dpp59KW57hTVoqn0/oL/B2vXGu2k1HfhYH4+6s3x6xNRoK28pCkFUdwQy8UZlhGalobQBcuZQLAuA2GgCXbkTgZOvtqjxZDWTz4cibVT3F//LRFR78xRK66q8M3ubMmYO0tLQC8EZRtNGjR4s+sX37dkyaNKkAvNF06MqVK8XvM4y7EQcPHowE445FyiskJOSqvkTr5NatW4cI4+5EflgBswoMnXUlGlXUM/7Z1maz9Ep6mXpTmrqHf0G9Qz8JcNvV8B6cjL4CbvSoaJtsvR11DDUicLdtXQzaHZtkANymFo9g5KB7pDWWKU8mM5l8XKVRpblM+zgNK8AK2E+BAGMq0yOXfdK0KU2Fjhs3TqjibNqUNjGsXr1a/N4xbTp//nykpKSIiBttVpg8ebJYM0dROIrmUXQuKChIvEPwtmHDBoQbF2PLPBx5k1HJP9L4euRt1ivTcfOB7wW4bb+xI05Uv7GAYWUjWFb1BlcRrPzTpvnLDBURuKUon2IslzAAruP7U3ExNcdltVyVRxnIaCCbD0feXJqEExShgK6RH38xmK76K4u8OTYs0IYDgivasEBTpo0bN87rE7RhgXaYNmvWTOw6jYmJQZ8+ffDss88iMjJSROkCjLOfHE+XLl3E7zt16iTWwNFu1nnz5kn3MYY3aal8PqEvw9uQ1mXx+5gJCDDQbfuNHcQ9ooUfGXCxshO4gqCi4I3qQABHa+BoCrVCk5tR5ZmBCPjzH3BF1dFVeQxvBZXTdQCzsg/qmhdrr9YyuuqvDN7IHARXFC2jHaJdu3ZF3759xZ+BAweKdWz79u0T0EaRNsexH4cOHcJDDz0kdqXSsSH0VDXOoXr//fdx8OBBsXkhKSkJlSpVEmvmeMOC2o5v19J9Fd7KJZ9Hh11LkHP5MvbFtMS+a29zaiI7wRs1oHRaIu7Y+plxsX0ayt/VHlV7PFHgH3aFG8nwZs4zdR3AzLXCnqlZe7V201V/pfCm1iRXl86RN90soq4+vghvtEuTAKd0ejJOVr0BW2+6V9xa4OyxG7xRGyomnMadu5Yh1/jHYJVuPVGxQ8ciOxDDmznf0nUAM9cKe6Zm7dXaTVf9Gd7y9QuGN7VOolPpvgZvQdmZaLN9CSomxSGiXj0siLobOUFXIte+Am/UjlebBuLA21MFlNZ4/kWUbXyz0/YxvJnzNl0HMHOtsGdq1l6t3XTVn+GN4U2tZ2hauk/Bm7HnqMWerxF97jBSSpXDnXOn4vX/7CxWeTtG3qhBVO+9H8zHhRVfILBUKdQa/DrCata6qq0Mb+YcT9cBzFwr7JmatVdrN131Z3hjeFPrGZqW7kvwdsPRzWhw9BdkBoXih+aPYMTQLpbcLmCl6VzBVHEbFvLXg+Dt7NlEnHl/LpI2/4LgSpGoM2IUgsqWLVBdV+U5QJAvpr8im64DmJV9UNe8WHu1ltFVf4Y3hje1nqFp6b4Cb5EXT4mdmLSz9Keb78fZyBgRnXJ1dIWdI28EXDmZGTg58U1cPnpEXGRf4zljB2q+9X0Mb+YcT9cBzFwr7JmatVdrN131Z3hjeFPrGZqW7gvwFpqRhru2fIJwY6PC/jrNsfe624XaMvA2/rm2CAkOdGkd2YvgXWXkCqbMRN4c0bLM8+cQO3okcoybXApvYHBVHtVXVgMZEHaVRjbS50pHT/1e1wHMU+3VKV/WXq01dNWf4Y3hTa1naFq67eHNWOdGF7hHxR9DfPnqxv2fDyM38AqMycCbTBorgcMVTLkDb1S/pG1bcXr2uwgwjhWqNWQYStWJERq4Ks9KnbytpSdcStcBzBNt1S1P1l6tRXTVn+GN4U2tZ2haut3hre7x7Wh46EdkBIdhXcseSCv11xVxMjAhk8YO8EZ1jFswHwnrvkNI1WrG+rc3jI0M4QxvJv1O1wHMZDNsmZy1V2s2XfVneGN4U+sZmpZuZ3gbP/oztN2+GIG5OfilUWecqXJtAZVlwEwmjV3gjda/HR83BhknTyDi1laI6tPPONi7nNS6P1fTnTI6yaSxUktPuJSuA5gn2qpbnqy9Wovoqj/DG8ObWs/QtHS7wlvF8EB899QAlLmciEO1mmDP9e2uUlgGJmTSWAkcrqYx3Z02dTQ+4/QfiB3zBnIzMlCt91Oo+1AnhjcTvqfrAGaiCbZNytqrNZ2u+jO8Mbyp9QxNS7crvF3874c49/0PuBhRFT80e8RY5xbE8PanAgkbf0Tcvz9AQGgomk57GyMWHSy298kArFVprARhT7iUrgOYJ9qqW56svVqL6Ko/wxvDm1rP0LR0O8Jb8o7t+GPmdGQFBot1bimlKzhVV0fg8HTkzSHEaTr/bdPPKNfgRsyv1qHI68EcMMXTpleU03UA0/TzYWm1WHtL5TSdma76M7wxvJnuzP7wgt3gLTs5GcdGDEV2YiJ2GVOlR4wp06Ief4Y3odPI15GdkOA1nWT05sibP3xV3GujrvDgXmvs95au+jO8MbzZz5u8UGO7wdvpD4yI0i/ejShZCRzeirxRnZN37sAf707zWoSS4c0LDuvDRegKDz4seYGm6ao/wxvDm7/4oKl22gneHDDi7bVcdoU3qveF+fNw/ocNOF+hhjgDjy6yL/zIQJdVaazU0lRHl0ys6wAmWX1bJ2Pt1ZpPV/0Z3hje1HqGpqXbBd7yTwNWeaw7bujR1Wu7KK0EDm9G3qjeFcKAH/7vGZTKTMOvN9yBozVvZngrxhd1HcA0/XxYWi3W3lI5TWemq/4MbwxvpjuzP7xgF3g7Pe89JP38E8KvvwE1XxmMqtXKM7wZd5u6esi+U4Z9iFt3f4WsoBB8Z2zwSA0vX+A1q6JqMvlYCcKu2u7O73UdwNxpi93eYe3VWkxX/RneGN7UeoampdsB3vKmS0NCUOeNMQitFuXVmwOsBA5vR94c5TXf8w1qnj2IcxWisbFplwLTpzLQZVUaK7X0hEvpOoB5oq265cnaq7WIrvozvDG8qfUMTUvXHd5yLl8Wu0uzLlxAlUe7oeI9fxNKuoIgByRYcQSGlcDhqt4lPaS3cDdzlBeakYq7Ny1AmDF9uqN+e8TWaJiX1Cowk8nHSi094VK6DmCeaKtuebL2ai2iq/4Mbwxvaj1D09J1h7dziz7DxVXfIKx2HdQeNhIBf1467wqCGN6udLj8OkWf2Y8Wv68y7oEthTW3PYGM0HCRRga6rErD8Kbph0CDaukKDxpI45Uq6Ko/wxvDm1ccwG6F6Axv6adOInb0SCAnB7WHDkepa/66u5Th7Q6ck1zzlhd9zM3F7TuXoerFEzhW/SbsvPFuhrdCDqvrAGa374o79WXt3VHNund01Z/hjeHNul7uQznpCm+5BmicnDgBaQcPoPyd7VHt8X8WUJ3hzQ14MxQsm3IR7TcvQGBujrhW7EL56hx5y9ezdB3AfOiTU2RTWHu1VtZVf4Y3hje1nqFp6brCm+N+zqCIcogZOwFBZcowvOVTgKYxTUfe/nz/xsM/o17sFiSUrYz1zbth4qC7bLlz1xMupesA5om26pYna6/WIrrqz/DG8KbWMzQtXUd4E2e6DRuC7OQkRD3VF+Vatb5KPY68uQ9vQdmZaG9sXihzORG7r2+Lpye/yPD2Zw/TdQDT9PNhabVYe0vlNJ2ZrvozvDG8me7M/vCCjvAW99+PkPD9eoTfUE+c6Rbg5FYAb8Pb+OfaIiQ4sNgukZ6RhcSEtGLTuKq37G5Tmfo4KuJsx22180fRatcKZBpnv7V6fyaGfbyn2HrzhgV/+BqobaOu8KBWFe+Vrqv+DG8Mb97zAhuVpBu8pR05jBMTxgLGrtI6I0cjrEa0UzVdQRC9ZDVwyBw74moq01W9ZeFNpm2uNLh115eofv4IKrdpjQ9CmzG8GQroOoDZ6JPidlVZe7els+RFXfVneGN4s6SD+1omOsFbrrGr9Pi40UiPPYaKf/8Hqjz8SJFyu4IgV+DiyNgKCMqfl53gLTwt0Tj77WME52RhY5MHca5S7SL1ltFJJo3DLq50UuVnug5gqvTwZrmsvTfVvrosXfVneGN4U+sZmpauE7wl/LgBcR/NQ3DFisYmhTcRGGZczFnEw/B2h8t1ajIAe/2xLbjpyM9ILFMJ61r0QO6f5+gVll0GzGTSMLxp+iHQoFq6woMG0nilCrrqz/DG8OYVB7BbIbrAW87lNBx9fTCyExIQ1acfyt12e7FSMrxZA2+B2Vl4ZN9ipMedxc4b7sSxmo2d6i4DZjJpGN7s9oXwXn11hQfvKaC2JF31Z3hjeFPrGZqWrgu8nV+yGBe+/hKlrr0WtQYPy7tJgSNvzhUwA0qu1uq91iIU+9+ajPQQunmhFzJDro54ypQnk4bhTdMPgQbV0hUeNJDGK1XQVX+GN4Y3rziA3QrRAd4yz53DseFDkJuVhVpDhiH8urouZeTImzWRNxJ64sB2WN57ICpf+gOHajXFHuP4kMKPDJjJpGF4c9m1/TaBrvDgLwbRVX+GN4Y3f/FBU+3UAd7+mDMTyVu3IOLWVqjet79U/RnerIM3gq6xYxfhzi2fIjcgEGtv7YmU0hUL2EEGzGTSMLxJdW+/TKQrPPiLMXTVn+GN4c1ffNBUO1XDW+qB/eIarIDQULFJIaRSJan6M7xZC280tdp07xrUOf07Tle+Bpsa38fwJtUTOZFVCugKD1a1T/d8dNWf4Y3hTXffUVI/lfAmjgYZOwrpx2MRef+D4o/sw/BmPbyFpaegwy/zEWLcwFD46BCZqJpMGo68yfZw/0unKzz4iyV01Z/hjeHNX3zQVDtVwttfR4NUEveXFnc0SOFGMbxZD2+ksePokIQykVjfonve0SEyYCaThuHNlHv6VWJd4cFfjKCr/gxvDG/+4oOm2qkK3nLS03F06KtXjgYx1rmVM9a7mXkY3jwDb3R0SIdN/0Xpy0nYWe8uHItuJMwiA2YyaRjezPRy/0qrKzz4ixV01Z/hjeHNX3zQVDtVwVv8ii8Q/8VShMVcg9qvj3B6f2lxDWF48wy8keY14g6g5W8rcTm0NFbf9k9kB4cyvJnyKk7sjgK6woM7bbHjO7rqbwm8Pf/88+jevTtuv734A0QLG27FihWYPXs2MjMz0bt3b/Ts2bNAkr1792LYsGFITk5G8+bNMWrUKAQHB2Pbtm0YP348sowjFCpUqCD+Ozo6GomJiXj55Zdx4sQJVDIWeE+dOtW4k6+KdH+Jj09GTk6udHpvJ9S1E3lbB2+UpwLesoz+e3TIq8hNvywuni9dr77ppuoIb7KXxRd37po37zZ1iH5VxCw3F+22/Q+VEuOw95pbsd/4IxNVk0nDkTfTXd1vXuDvvlpT66q/JfBGEPbZZ5/hnHEu1aOPPoqHH35YQFVxT1xcnAC+JUuWINTYUdetWzdMmTIFdev+dZZV586dja36Y9GkSRMMHToUDRs2RI8ePdC+fXvMmjUL9evXx+LFi7F27VoBgaNHj0ZUVBT69euHZcuWYf369QLgZB+GN1mlfD+dCng7+8l/cem7tSjT+GZEDxzklsg6wpsMvLhKowW8GRaJvHgSbXcsQWZQCFa36oVxr/zd5XVcrtqWHxb5blO3ur1Pv6QrPPi06Pkap6v+lsCbo52HDx/G559/jtWrVwvgeuKJJ9C4sfNrZZYuXYotW7aIqBk9M2fORK7xL9sBAwaIn0+dOoVevXphzZo14uetW7di+vTp+OCDD/DNN9/ggQceEP9/9+7dGD58uIA1groFCxagevXqIirXsmVLbNq0CSEhIVL9jOFNSia/SORteMuIO4NjI16HEfpFnTfGICy6pls6M7x5btrUYZDbfl2OqPhjOBLdGE/MGsnw5lZP5ZdkFdAVHmTrb/d0uupvGbzlGIMORbooEkbTnffeey82b96MVq1a4ZVXXrnKfnPnzkVqaioGDboSYVi0aBF27dqFMWPGiJ937NiBiRMnYuHCheLn2NhYEVFbtWpVXl5U5jPPPINGjRoJ6KPI3M6dO8XUKj3t2rUT+VarVk2q/zC8ScnkF4m8DW+OA3nLtWmLqN5Pua0xw5vn4S0iOR7tN39iHNwbgOazpmHEooPF2osjb253Z37RUEBXePAX4+iqvyXw9s4774jpz1q1aolpTQI3inYRnN11110i+lX4mTNnDtLS0grAG0XRaOqTnu3bt2PSpEkF4K1///5YuXKl+H1GRgYGDx6MBGNXHuVF5TmDN4oEmln35i8dktvpWoGhszYWm2j8s61dZyKRImn/Aex6dQgCjeUDt8x+F2GVIyXeKjqJTL2tSEM1IA2syMub+VhR78Z7VqHWqd8Q2boV5pctfkewTNscdSqR4fllVoAVYAX+VCDAmMp0uYKfpi1pswGtQSv8/Pjjj2jTps1V/5+mTWkqdNy4ceJ3zqZNaRMDTcHS45g2nT9/PlJSUkTEjdbVTZ48WayZo4emTT/55BOx7o2nTbkPl0QBb0XeyL1OTnoTacaNCpU6dUblLl1LUm3xr3RXF67LRIJk0lBFZdJZkUaXNW8O45QyjgzpaBzcG5STjfXNH8WlclFF2k2m/Q4tec1bibq/T76sa+THJ8V20ihd9bck8kabCRxr1xxtpx2oM2bMKNK+jg0LNM0aHh4uNizQlGn+NXK0YYF2mDZr1kzsOo2JiUGfPn3w7LPPIjIyUkTpAoypC8dDaWmK9Omnn8by5cvx5Zdf4r333pPuYzxtKi2Vzyf0Frwl/7oTf8yYisCyZXHN+IkIKl26RNoyvHl+2tRhoAaHN+KG2G04XyEaPzbtAuNj5NR2DG8l6tJ+/7Ku8OAvhtFV/xLB28iRI0EQRkd3EGA5Hop6HTlyBN99912x9qVdqrT2jY4K6dq1K/r27Sv+DBw4UKxj27dvn4A2irQ1aNAAEyZMwKFDh/DQQw+JXamOtW1Vq1bF+++/j0uXLompVDoqJCIiQkTlataUX/jN8OYv7ui6nd6AN7oGK/aN4cj44xSqPNYdFTve67piLlIwvHkP3kIy0/HAzgXISkrGz8adp3HG3afOHoa3Endrv85AV3jwF6Poqn+J4I3WqB08eFBE2Ai4HE9QUBCaNm0q1sDZ6WF4s5O1PFtXb8Bb4k8bcebD9xFcuTJixhjXYEnuii6u5Qxv3oM3ssOLMYk49uFHoGuz1rXs4TT6xvDmWV/19dx1hQdf193RPl31LxG8ORpH0TfZHZ06G5zhTWfreLdunoa3XCM6fXTYYGSdP4+op/qiXCtrNj8wvHkX3t569nas7dkHpdOTsbXBvTgZVe+qjsrw5l3f9bXSdIUHX9O5qPboqn+J4O2FF17AtGnTcN999zltN02L2ulheLOTtTxbV0/D26Xv1uDsJx8jtEYN41y3sQgIDLSkQQxv3oU3ArMZr83CLfvWIjm8PNbe+rhxaX1QAVsyvFnStf02E13hwV8Moqv+JYK3PXv2iOM56Dw3Zw8dkmunh+HNTtbybF09CW/i8vkhryDbuA6r+rPPI+KWv9aLlrRVDG/eh7dX31lnnPu2ABGpFwtcWu+wJcNbSXu1f7+vKzz4i1V01b9E8JbfeLRJgNa4ffvttzhw4IC4HYE2DdjpYXizk7U8W1dPwtuFr7/E+SWL3b58vriWM7x5H97oaJYaZw+i5Z5vkBZaRlyblRN05aBwehjePOurvp67rvDg67o72qer/pbA24gRI0Q7CdjoT9u2bcUOUbrOyk4Pw5udrOXZunoK3rINv6CoW45xgHX0S6+gTIObLG0Iw5saeDPu9sOdWz5FheRz2FO3DQ7VvoXhzdKe7b+Z6QoP/mIRXfW3BN66dOkirsWiM9UI2v71r3+Jy+npdgM7PQxvdrKWZ+vqKXijiBtF3sLr34ia/3q1wDmFVrSI4U0RvBnGq2rcd3q7ce9pRnApfHt7L2QFh3HkzYpO7ed56AoP/mIWXfW3BN7o3DW6MYEuoqcDclu3bo1OnTrh66+/tpV9Gd5sZS6PVtYT8JaVcMmIur2KXONqt1pDhiH8urqWt4HhTR28UfStzfbPUTnhD+yLaYl9197G8GZ5D/e/DHWFB3+xhK76WwJvtOuU7jGlA3RpzRsdlEuXxtOdp3Z6GN7sZC3P1tUT8Ea7S2mXaZkmTRE94AWPNIDhTSG8GRaNvHQKbQ2AywwKEWvfMkJL85o3j/R0/8lUV3jwFwvoqr8l8EbgRneQ0i0LdKPBwoUL8eCDD4prr+z0MLzZyVqeravV8JYZfx5Hh74G4181qDNyNMJqeuYAa4Y3tfBGvfK2X79AVHwsDtVqgj3Xt2N486yr+nzuusKDzwv/ZwN11d8SeKM2njp1CgkJCcbMwV/32N90k7WLsT3dWRjePK2wffK3Gt7OfPQhEn/8ARG33obqfZ/2mBAMb+rhrXzSWdxlbF7INs57o+jbmFf/AdqR6uqhXal8Mb0rlfzv97rCg79YQlf9LYG3SZMm4eOPPxaXxTseujB+7dq1trIvw5utzOXRyloJbxnGDSTHhg8R9Y0ZPR6hUVEeqzvDm3p4I+O22P0Vos8dxpHoxnhi1kiGN4/1eN/PWFd48H3lr7RQV/0tgbf27duLqVK7X5HF8OYv7ui6nTLwNv65tggJLv5mhPSMLOx/eyqSfvkZ5Vq3RdSTT7kuvAQpGN70gLeI5HhxcG9uQCBavDcTwxfudWlVjry5lMgvE+gKD/5iDF31twTeevbsiQULFtjelgxvtjehZQ2QgTeZw1dHdbkOO55/ETCuv7pm7JsIqVLFsjo6y4jhTQ94I9s0+20lasUdQLWOHTA3u4FLuzO8uZTILxPoCg/+Ygxd9bcE3t59912x2/Tuu+9GqVKl8mzKa96s7d66diJrW6lHblbB21PpWxG/8SeUv+MuVHuil8cbx/CmD7yVTbmIuzd9bNxbG4BvWz6O1NIVirU/w5vH3cOWBfB3X63ZdNXfEnijadPCD695s77D6dqJrG+p+hytgLdyyeeNqbNPEBAcjJjxExFSqZLHG8bwpg+8kbGb/r4adc7sxfGo+tje4B6GJUoJYQAAIABJREFUN497gO8VwN99tTbVVX9L4E2ttNaVztOm1mlp95ysgLdbd32J6uePoMLdHVG1e0+vSMLwphe8lU5LwL2bP0ZOdg7W3toTyWWKBniOvHnFRWxXiK7wYDsh3aywrvpbAm90Jdbbb7+Nw4cPY9q0aZgyZQpee+01lClTxk251LzG8KZGdx1LLSm8VUiMw51bP0NgaChiJkxEcPnip8ys0oDhTS94I7v2D9mLuFWrcbLq9dja8O9FmprhzSov8K18dIUH31K56Nboqr8l8DZkyBBUrVpVHA2yaNEivP766+LORgI6Oz0Mb3aylmfrWlJ4cxzUGv3QAyjzj4c8W9l8uTO86QdvY3vchE19n0FQbg6+a9kDiWUrO+0PDG9ecxNbFaQrPNhKxBJUVlf9LYE3uk1h2bJl4lYF+puuxurcuTPfbVqCDuPsVV07kcXN1CK7ksBbpYTTaLdtkbgiqfVH7+FSeoDX2sTwph+8EZTNf240rjv5K/6och02N/oHw5vXPML+BfF3X60NddXfEnjr0qULlixZkgdvmZmZoMvqv/zyS7WqmyydI28mBfPh5CWBt9t3LEXViyewv04L/N/0wV49NZ/hTU94Gzbxa3T8+T8IzsnCuhbdkBBR9Srv4cibD39QStA0XeGhBE2y1au66m8JvE2YMAHBxo46mjalKVO6bYHuOB0+fLitjMTwZitzebSy7sJb5EXjYvIddDF5KL69vTfGv3wvw5sReXJ1PZSrM/NCQoIx/tnWJc7H0WlclUfprE7T8OAG1D2xA6crX4NNje9jePOoB/tO5rrCg+8oXHxLdNXfEnijSNt7772H9evXiynTNm3a4Nlnn0VYWJit7MvwZitzebSy7sJb6+2fo8qlU9gX0xL7rr1NAIA376vkyJtrUPQEmBXXGR0QGJaRio4/fSSib+ubP4ZL5aoVeM3bfcWMA+k6gJlpg13TsvZqLaer/iWGt9WrV2PevHnYv3+/OKC3Xr16ePLJJ3HHHXeoVdyN0hne3BDNR19xB94qG1OlbYwp04zgMONC8t7IDAljeLMoguULkTdylQaHNuKG49twJjIGv9x8P8Obj34/rGyWrvBgZRt1zktX/UsEb7Q5YdasWRg4cCDq168vdpju3r1b/L+XX34Z99xT/KGUuhmM4U03i6irj2l4y81FGyPqVjnhD/x+zW04cE1LUXlvR1M48qZv5I36Q2hGmrH27SOEZGfi+2aP4GL56nmd3Nt9xYx36TqAmWmDXdOy9motp6v+JYK3hx9+GDNmzECNGjUKqHv06FEMHTpUXFZvp4fhzU7W8mxdzcJblQvH0XrnMiPqVspY69YLWUb0jeHtio2sWDvmK5E30uPGwz+hXuxWxFWqjZ+bPMjw5llXtn3uusKD7YWVbICu+pcI3u6//34sX77cqQSOHaiS+miRjOFNCzNoUQlT8GZE3doaR4NEJp7Bb9e2wsGYFsoGZI686R15o44RkpmGe4y1bxR9++GWrrhQ4co/fjnypoXra1cJXeFBO6E8VCFd9S8RvNFxIEuXLnUqWXG/85DGJc6W4a3EEvpMBmbgrWr8Mdz+63Kkh5QSa92ygkMZ3vL1BI68XQ2U9Y/8gvrHNuNcxZrY2LQLw5vPfDmsb4iu8GB9S/XMUVf9Gd7y9ReGNz2dR0WtpOFt6nrcsfV/qJgUhz3XtcahOs0KVNfb0RSOvOkfebsSfbuMe2jtW1YGNhjwFm9AnLf7ihm/0nUAM9MGu6Zl7dVaTlf9SwRvDRo0EDtMCz+5xjRSRkYGfvvtN7Wqmyyd4c2kYD6cXBbeJg//CK12rcDlkHCsNs51yzZuVcj/eHtAZnizB7xRH6l3dBNuNP6cN6ZNf2z6MCa9eKdXj5Ux4766DmBm2mDXtKy9Wsvpqn+J4O3UqVPFqhodHa1WdZOlM7yZFMyHk8vA28SB7fD1E8+gQtI57K7bBodr33KVIgxvvGGhqGnj4Kx0sfYt1Pj7xyYP4bVRjzO8+fA3xd2m6QoP7rbHbu/pqn+J4M1uRnBVX4Y3Vwr5z+9l4G3wbeHYN/4tXA4tbax163VV1I3UYnhjeCtuzd8Nx7agwZGfEW8cGXLff2bg/PlkLZ1M1wFMS7EsrhRrb7GgJrPTVX+Gt3yGZHgz2at9OLlLeDOWBvQ8tgIpR49h1/XtcKRWE6dqMLwxvBUHb8HGmrcr0bfLaPDGcGTVvE5Lr9J1ANNSLIsrxdpbLKjJ7HTVn+GN4c1kV/aP5K7grcbZQ2i552ukhZYRUbecoGCGtyK6Bu82LX4d3vXGmW83GWe/lb3helR/Zag47Fy3R9cBTDedPFEf1t4Tqsrnqav+DG8Mb/K92I9SFgtvRtTtrs2foHxKPH694Q4crXlzkcpw5I0jb67gNYiib8bO0zBjB2r0Cy+hTKPG2nmargOYdkJ5oEKsvQdENZGlrvozvDG8mejG/pO0OHirEXcALX9bidDISCxu9BhyAp1H3UgthjeGN1fwRv2k7vHtaHjoR4TFXIPar4/QLvqm6wDmD18k1l6tlXXVXym8rVixArNnz0ZmZiZ69+6Nnj17FrDS3r17MWzYMCQnJ6N58+YYNWoUgoP/GiinTZuGwMBAPP/88+K9LVu2YMCAAYiKihI/01EmEyZMkLY8r3mTlsrnExYJb8YROO03LUC51Iu47pn+eHv/lWuwinoY3hjeZOAtyLhtocuvC5F56RJqDHgBZZs01crHdB3AtBLJQ5Vh7T0krGS2uuqvDN7i4uLQvXt3LFmyBKGhoejWrRumTJmCunXr5knauXNnjB07Fk2aNBF3pTZs2BA9evRAUlKSgLKvvvoKffr0yYO3Dz/8UIBg//79Jc1SMBnDm1uy+eRLRcFbtRO/ofnvq5BaKgJ3f/w+Xpv1E8PbtO9davBKCdP40t2mRYk16JokHJ33b4TVroPaw9/QKvqm6wDmkx+fQo1i7dVaWVf9lcEbXatFkbLx48cLy8ycORN0uC9FzuihM+R69eqFNWvWiJ+3bt2K6dOnY/78+Vi2bBnOnj2L1NRUBAUF5cHboEGDEB8fj8TERBF9GzlyJKpXry5teYY3aal8PqEzeAsNCkTbjR8hIvUSdtRvjwFvPQcZKDl3Lslrejmrd+HCZSJBMmkoX5l0VqTxB3h78+nbsKXvs8hOMKJvzz2Psk0L3tbhtU7kpCBdBzCVmnirbNbeW0o7L0dX/ZXB29y5cwV8EXDRs2jRIuzatQtjxowRP+/YsQMTJ07EwoULxc+xsbHo168fVq1alafwjBkzxH87pk1HjBiBdu3aoUOHDuK9L774Ap9++qm05RnepKXy+YTOICjm7AE02bMSKaXKYc1tT2DioPYMby+4vtGA4c21Rg4QPvDpEpxbuAChNWuhzohRCDCWhejw6DqA6aCNp+vA2nta4eLz11V/ZfA2Z84cpKWlFYC33bt3Y/To0ULJ7du3Y9KkSQXgjaZDV65cWSS8FTYBrZNbt24dIiIi1FqfS7elAkNnbcyrd0BONu748SOUSUvArw3vwcnohhj/bGvkT+OskZTG249MnaxIQ+2S1cCK8qwqS8d6O+qUY6yp3Pb0c8iIv4B6r/4LlVvf7u3uw+WxAqyADygQYExl5nqiHTRtSlOh48aNE9k7mzalTQyrV68Wv88/beqoT/7IW05ODiiaR9E5mkqlh+Btw4YNCA8Pl2oCR96kZPKLRIUjb3X++A1N961FcngFrL31ceQaERHZiBJPm7qOPLnS0h+mTR2bWy6t+w5nF8xHaPUaqDNqrBbRN12jD/7wMWLt1VpZV/2VRd4cGxYWL14s4Io2LNCUaePGf51xRBsWaIdps2bNxK7TmJgYsUHBGbzR/+vSpYv4fadOncS6ONrNOm/ePGnLM7xJS+XzCfPDG0XdOv4yH6UvJ2FrAyPqFlVftN8VcDjSMLwxvLlaG5m/r+RmZeHo668hy1i/G9WnH8rdpj76pusA5vMfIqOBrL1aK+uqvzJ4I3MQXFG0jHaIdu3aFX379hV/Bg4ciEaNGmHfvn0C2lJSUvKO/aCdqUXB28GDBzF8+HCxG7VSpUpizRxvWFDb8e1aen54izm5C00OrEdSmUisbdkdRiiE4e1Pw8oCrCt4cZWPP0XeSNqEDd8j7j//Rki1aogZPR4Bf84mqPInXQcwVXp4s1zW3ptqX12WrvorhTe1Jrm6dI686WYRdfVxwFtgdpYRdfsPwtNTsO3mzjgReW1epVwBB0ferkglq1NxgOdv8EbRt2PDhyLz3FlU6/0Uyrdpq84ZOPrD2itVQG3hDG9q9ZcqneFNSia/SOSAt2tP7ETjgz8goWxl/Hj7E8jMymZ4y9cDrAAzGcDzN3gjTRJ/3ogz895HcOXKuGbsmwjId0C5t51Q1wHM2zqoKI+1V6H6X2Xqqj9H3vL1C4Y3tU6iU+nksIOnrEHHn/+DUhmp+KXRPxBfo54xxZ/F8MbwZroPuJo2dhalzTU2YcWOeB0ZZ06j6hO9UOGOu5S5iK4DmDJBvFgwa+9FsZ0Upav+DG8Mb2o9Q9PSyWHn/usdcd/kxYiq+L75YwgJDWF4K2QvjryVfDOGQ1JnV6klbd6E0+/NRnDFSogZ/yYCQ/5a8+tN19F1APOmBqrKYu1VKX+lXF31Z3hjeFPrGZqWXrFMMH74Zx+EZV7GTzffj7ORMaCpO468FTQYw5tn4U1E30aNQMapk6jSvScq3t1RicfoOoApEcPLhbL2Xha8UHG66s/wxvCm1jM0Lf3y+m9x/ONPEF8uChuaPWLsMA1geHNiK4Y3z8IbSZ60fRtOz5qBoPLlcc2ESQjMt+PeW+6j6wDmrfarLIe1V6k+R97Uqi9ZOq95kxTKx5Nlp6bg2JBXkW0cUfNjk4dwvlIt0WKOvF1teIY3z8MbnZN+fMwbSD8ei8qPPIZK9/7d6x7IAOF1yfMKZO3VaU8l66o/R9448qbWMzQs/fzSz3HhqxU4V6EmNt7SJa+GDG8Mb4UVsApeKV9na94c5aXs3oVT06YgsGxZEX0Lkrw1xir30nUAs6p9OufD2qu1jq76M7wxvKn1DM1Kz0pMxNEhryA3PR3fG9OlF8tXZ3grxkZWwYurfPzxqJD8slP07cRb43H50EFEPvAQIu97wKueo+sA5lURFBXG2isS/s9iddWf4Y3hTa1naFb62c8W4tLqVajYohn+HVHwUnmOvHHkTVXkjcpNPbAfJydOQKARdRPRNyMK561H1wHMW+1XWQ5rr1J9njZVq75k6bzmTVIoH02WeeECjg19FXS6/c3vTMaoFccLtJThjeFNJbxR2SeNfpn62x5U/FsnVOn6qNc8kQHCa1JfVRBrr057KllX/TnyxpE3tZ6hUelx8z9Cwg/rUbZ5S9w8/DUUPliV4Y3hTTW8XT56BMfHjUaAseP0mvETEVyhglc8SNcBzCuNV1wIa6/WALrqz/DG8KbWMzQpPePsWeMuySGAca5WzJjxiG50A8PbtO9dWsfVWjXKwIo0/r7mLb8h/pg5A8k7tqFC+7tRtccTLm1kRQJdBzAr2qZ7Hqy9Wgvpqj/DG8ObWs+QLL1c+XCEhQYXmzo9IwuJCWmSORZMdvqDuUj65WeUa90WUU8+JULlVkTexj/XFiHBgR6rd+GMndXb09EiV1c/Mby5Pk7EAbnnziW57L/pp04h9o1hQGCgEX17CyGRlV2+U9IEug5gJW2XHd5n7dVaSVf9Gd4Y3tR6hmTpslAiM/gVLrLAYDjuTYRUrmIZvMmCizv1diadrE5WAJdVUTWZfDjyVugfG+8b/9jY9Nc/NiTdyO1kug5gbjfIRi+y9mqNpav+DG8Mb2o9Q7J0WShxB4KcTUNZFXljeONpU5k+YCbyRmkz4uJwbMTQvGn+0Ki/jrSRdClTyXQdwEw1wqaJWXu1htNVf4Y3hje1niFZuqfgLe3wIZyYMPaqBeAMb/JTfVZE8VwBDkfernaUvA02zZqjxjMDJD3JvWS6DmDutcZeb7H2au2lq/4Mbwxvaj1DsnRPwBsdfHpy0ptIM87PqtSpMyp36ZpXG4Y3hjdXQCkz3SubxmzkjdJnXrx45WibzEzUfn0ESl1zraQ3mU+m6wBmviX2e4O1V2szXfVneGN4U+sZkqV7At7yrhwqU+bKoaelSzO8/amADLjIgolMXq7ScOTNuaOcW/w/XFz5NcLr34ia/3oVAQEBkh5lLpmuA5i5VtgzNWuv1m666s/wxvCm1jMkS7cS3mjnaqixA/TXl15BytFjiHmyF6IfvP+qmlix29QVlLgTcSlOMlmdrJjqZHizZj2fw57F3W1alM2zU1LEdW45qamIHvQyytzUUNKjzCXTdQAz1wp7pmbt1dpNV/0Z3hje1HqGZOmyUCKzYYHymjZkLpr//i1Sw8pizW3/RE5QwWNInEGXu4f0yoCSTL1lpJLVSaZOrtIwvKmHN7LBhW++xvnP/4ewWrVRe/gbCDCOELH60XUAs7qdOubH2qu1iq76M7wxvKn1DMnSZaFEBoIiK5TCmsf7oczlRGyv3wHHazS4qhYMb7zmTTZq6gpyZfIpSQQ2JyMDx15/DVnGGriovk+j3K23SXqVfDJdBzD5Ftg3JWuv1na66s/wxvCm1jMkS7cS3jI3bcDR9+chsXRFrGvZE7lOIhUMbwxvMtBlVZqSwBu9m/DD94ib/2+EVKli3BAyAQHBxR9oLel2ecl0HcDMtsOO6Vl7tVbTVX+GN4Y3tZ4hWbpV8JZzOQ2xRpQiMyERmxr9A6erXOe0BgxvDG9WgZlMPiWFt9zsbMSOHIaMM6eNK7MeN67O6iDpWXLJdB3A5Gpv71SsvVr76ao/wxvDm1rPkCzdKniLX74M4k+5KGxo9giM7XkMb04UMAMcVkwbuiqPd5u6dpSkbVtxeva7CIooZ+yenojAUqVcvySZQtcBTLL6tk7G2qs1n676M7wxvKn1DMnSrYC3rIQEHB36GnLTL2ND04cRXzG6yNI58saRN1dA6YiWWQGvJY280ft0buGJCWNw+cgRRD7wECLve0DSu1wn03UAc11z+6dg7dXaUFf9Gd4Y3tR6hmTpMvDm6hL4w7Pn4szKb1GxRTP8O6J1sSUzvDG82Q3eqEOnGgdOn5xorHkLCxOX1geXryDpYcUn03UAs6RxmmfC2qs1kK76M7wxvKn1DMnSZeCtuME2IiUed23+RJTWbMZUjFxymOGtGAVkwMXKyJOr8njaVNJRjGSn3p2GlJ07UL7dnaj2z97yLxaTUtcBzJLGaZ4Ja6/WQLrqz/DG8KbWMyRLLym83fbrckTFH8PR6EZ4fNYbcGeqi895u9pYrqDLKsBjeJN0FCMZbVo4NuJ1mkdFnTfGIiy66OUBsrnqOoDJ1t/O6Vh7tdbTVX+GN4Y3tZ4hWXpJ4K3yxRNos2MpMoNCsKZVL4x95e8Mb9O+Nx15dPYCw5vr6WUZjRyQK3NOoYzLxC34LxLWrUWZRo0R/cJLMq8Um0bXAazEDbNBBqy9WiPpqj/DG8ObWs+QLN1teDOiD3du/RQVks7h92tb4UBMC8gMprzmzTWUWBVVk8mHI2+SjvJnsqykRBwb8ipyLl9GtHENXJkGN5nLoFBqXQewEjXKJi+z9moNpav+DG8Mb2o9Q7J0d+Gt5pl94hqstLAy4hqsbCP6xvDmGsxkNJKBLqvSMLxJOkq+ZBe+/hLnlyw2rs2qZVybNapE12bpOoCZV8V+b7D2am2mq/4Mbwxvaj1DsnR34C0wOwsdfpmP0unJ2HZjR5yofqMoTQZMOPLmGvBKomVhs7uyCcObpKPkSyauzRo2GFkXLqDak31QvnUb85n8+YauA5jbDbLRi6y9WmPpqj/DG8ObWs+QLN0deLs+dituOvwTEspWxroW3YwDea9c2O0KFIpKwxsWrjaWu1oyvDnX0qo1b47cE3/+CWfmvYfgihURM/ZNBBpHiLjz6DqAudMWu73D2qu1mK76M7wxvKn1DMnSzcJbaEYqOv48HyHZGdjY5EGcq1Q7ryR3gYPhjeHNLHTK/mPBkc5qeMvNycHxsaOQfjwWkQ92QWTn+yU9rmAyXQcwtxpjs5dYe7UG01V/hjeGN7WeIVm6WXhrsm8tYv74DWciY/DLzQUHLIY311OiMhrJgolMXq7S8LSppKM4SZa6by9OTn5LHNxL0bcQIwpn9tF1ADPbDjumZ+3VWk1X/ZXC24oVKzB79mxkZmaid+/e6NmzZwEr7d27F8OGDUNycjKaN2+OUaNGITg4OC/NtGnTEBgYiOeff178v8TERLz88ss4ceIEKlWqhKlTp6JKlSrSlo+PT0ZOTq50em8n1LUTeUMHM/BWPuks7tzyKXKNadLvWvZEcpmCg5UrUCgKSjjyxpE3u0XeHPX9w7jzNNm4+zTitlao3qe/aZf152+PabEsfoG1t1hQk9npqr8yeIuLi0P37t2xZMkShIaGolu3bpgyZQrq1q2bJ23nzp0xduxYNGnSBEOHDkXDhg3Ro0cPJCUlYcKECfjqq6/Qp0+fPHgbPXo0oqKi0K9fPyxbtgzr168XACf7MLzJKuX9dNLwNnU92mz/HJUT/sChWk2x5/q2V1WW4Y0jb+72AbvCW+a5czg2fAhys7JQa8gwhF/313dWxpt1HcBk6m73NKy9Wgvqqr8yeFu6dCm2bNmC8ePHC8vMnDlTXKw8YMAA8fOpU6fQq1cvrFmzRvy8detWTJ8+HfPnzxdgdvbsWaSmpiIoKCgP3tq3b48FCxagevXqyDI+Ui1btsSmTZsQEhIiZX2GNymZlCSShbepQ99Hi99WIj0kXBwNkhly9QJtdwdujrxx5M2u8Eb1Pr/0c1z4agXCYq5B7aHDTR0dousApuRj5OVCWXsvC16oOF31VwZvc+fOFfA1aNAgIdWiRYuwa9cujBkzRvy8Y8cOTJw4EQsXLhQ/x8bGiojaqlWr8qSdMWOG+G/HtClF5nbu3Jk3tdquXTuRb7Vq1aSsz/AmJZOSRDLw9ubTt+G7J/qJo0F21GuP2OiGTuvK8MaRN3f7gCfhbfxzbRESfGVHdFFPekYWEhPS3PJBOrD3qHF0SPalS8bRIU8ZR4dcHZUuKmNdBzC3hLDZS6y9WoPpqr8yeJszZw7S0tIKwNvu3btBU5/0bN++HZMmTSoAb/3798fKlStNwdvnn39uat2b2m7CpRenwNBZG4sV6OlKp3Bi4WdIiKiCH1sZ6yf/PBqk8Evjn20NV3l5O42VlvdW26jO3tbJirbpWG8zdSpJXzm7/gccfGcaQipUwC2zZyC4dOmSZMfvsgKsgKYKBBhTmR5ZwU/TpjQVOm7cONF0Z9OmtIlh9erV4vf5p00dWhWOvNG06SeffCLWvfG0qaY9ys1quYq8hV9Owt+3LgAdTLqh6cOIr1j0ZdzuRl142vRq47mrZeGcXOXjL7tNX5G4c7Ykx4nQ5/zEm+Nw+fAhVPxbJ1Tp+qiUR+oafZCqvM0TsfZqDair/soib44NC4sXL0Z4eLjYsEBTpo0bN86zFG1YoB2mzZo1E7tOY2JixAaFouCN0tIU6dNPP43ly5fjyy+/xHvvvSdteZ42lZbK6wldwVvzPStR8+wBnKx6PbY2/Hux9XMFCvQy37Dgemq1KJ3MgplMPgxvV1SlflkSeKM8Lh89guPjRiPA2LlfZ9Q4hEosK9F1APP6h0hBgay9AtHzFamr/srgjbSho0Jo7RsdFdK1a1f07dtX/Bk4cCAaNWqEffv2CWhLSUlBgwYNxA5T2plaFLxdMtZyDB48WBwVEhERgcmTJ6NmzZrSlmd4k5bK6wmLg7fIiyfRdscSBBp945tmPZAWXo7hrRgF3IVXZ1lalZerfBjerIM3yunMhx8g8acfUebmJoh+/kWX/qzrAOay4j6QgLVXa0Rd9VcKb2pNcnXpDG+6WeSv+hQFbwE52bhry0KUS7mAWt0fw4w415tTXIFCUZEgnja9un+4q2XhnFzlw/BmLbxlJVwy7j0dghxj3XGNAS+gbJOmxTq/rgOYvl8s62rG2lunpTs56ao/w1s+azK8udO1vfNOUfBWN3YbGh7eiOTw8ug4fw5em/2zywq5AgVvw5vMLkOqk8xOQ1fTy0W1zSxMOdK7q6XZ8hje5OGtXPlwhIX+dZi5M4fIzMrGuW9W4ugHHyKsahU0fXcaggrde5q/v+k6gLl0dh9IwNqrNaKu+jO8Mbyp9QzJ0p1BCW1SuPuX/yI4Jws/3fwAXhn9T7ha8F0SePFk5E223q7WOzG86bVWT7a/yaaTWfMm2wdefWcd7tj6KSokn8f+Os2x97rbC3hj/rJ0HcAkPx+2TsbaqzWfrvozvDG8qfUMydKdDUgtd3+FGucO41SVutjSqJPTTQbOsnc3WsTwdrWa7mrJkTf3tbQS4CsmnMYd2xYhR1wl18O4Sq5SXsUY3iQ/Th5Opis8eLjZ2mSvq/4Mbwxv2jhJcRUpDG/Vzh9Dq13LkRUUgjW3Po7LpSIY3gwBZaMuriJ9MlBmJlpU0vJ42lR+2tRsH2iyby1i/vgN5yrUxMamDxnnIwaIwhje9Pg06goPeqjj+Vroqj/DG8Ob53u/BSXkH5ACs7Nw96aPUeZyIvbUbYNDtW/JG2xcQUJJgIMjb+5Hi1zZxRUsMrx5Dt5CMtPQwVh+EJZ5GVsb3IuTUfUY3iz4ZlmVha7wYFX7dM9HV/0Z3hjedPcdUb/88Fb/yC+of2wzEspEYn2LbsgNDGJ4+9OKZqMuRRnfFUw53pNJZ0UahjfPwRvlXNuIvN1iROAuh5Y27gR+AlnBYRx50+TLqCs8aCKPx6uhq/4MbwxvHu/8VhTggJIyqZfQfvMCBBlHhGy4xbhJocJfNynIQAJH3pwfQFzYRp7W0mx5DG+ehTcYNy+03b4YkcYauCM1G2PXDXcyvFnx4bIgD13hwYKm2SILXfUuSP1ZAAAgAElEQVRneGN4s40DvTJ1PdoYh/FWvnQKx6NuxPYGHQvU3dPAwdOmV3cVGc2tSMPw5mF4M7IvZ+w6vdM4M9G4ExE/NHsEQ0d0y7vNQdcBzBYfrxJWkrUvoYAlfF1X/RneGN5K2LW98zo50LuvzkTT/d8hPSTcmNp5HJnG3/kfGUjgyBtH3krSB8xGDGXLkk1n5VEhztYhNji0ETcc34ZEY9fpvf+ZhfhLl0WTdR3AvPP1UVsKa8/6O1OA4Y3hTa1nSJZeLjADP/cdgJDsDGy56W84Ve2Gq95keOPdpp7uA74Ob7QZqP3mT1A27RJqdXsU4R06MbxJfqM8lYzhzVPKyuWrq/4Mbwxvcj1YYapcYxon/v1ZuLB5C05XvgabGnXOO86AI28FDcMbFviQ3pL2gciLp4y7gj8XF9fXHv4GwqJrcuRN4fdPV3hQKIlXi9ZVf4Y3hjevOoI7hSVt2YzTc2chMygUa43p0sthZZ1m4+moC695u1p2Gc2tSMNr3q5o7+lpU4eFb96/Dtec2o1S11yLWkOGoWq18nnr39zxYX7HfQV0hQf3W2SvN3XVn+GN4U1rT8pOTsax4UORnZSInfXuwrHoRkXWVwYSHAOgO+eOMbwxvBVWQKbPyaQx0y+tvGGhKGcKzkpHl98WISP+Aqo82h039OzK8KboS6krPCiSw+vF6qo/wxvDm9edoXCBxV2kfXDaDJz9bj3K3dQA86ve7XS61JGf1YNkYcBTDW+yF9i7A6buQIkZ4ChpnTjy5t3IG5U2pFVp7B33JgJCQ3HLjHeQFFRG+bfCHyugKzz4iy101Z/hjeFNuQ8WtUanavwx3P7rcmQbh/C2eHcqRiw+WGxdfR3eZNrnzTQMb2p27noj8uaw7a5xE5G0eRPKN26Eqs+/ZNycdeXqLH68p4Cu8OA9BdSWpKv+DG8Mb2o9wyjdGbyFGFf1tN+0AOEZKdhzXWv0n/ISShq9MROhcwZBqiNv3gQzmbIY3nwf3k4fPoVjI4Yix1i+ULXnE6hwlxH95serCugKD14VQWFhuurP8MbwptAtrhTtDN6a/bYSteIOIL58dXGTwqQX72J4e8H1TkoZ6LIqDcOb78MbRfmSthq7vOfMFNOndUaMRmhUlPJvhj9VQFd48Bcb6Ko/wxvDm3IfLAxv0Qa0tTDgLSsoBN+16I7U0hXELjuOvFmjgQ5aFu50rurEa96uKOat3aaFy7r43w9x7vsfUOpaY/fpa68jIOjKfcL8eF4BXeHB8y3XowRd9Wd4Y3hT7iH54a1UerKYLg01drvl313qanCXjQLJpuNpU9egWBItGd6udjvZPu7NNW+OsiqGB2LbgBeRdfECIh/sgsjO9yv/bvhLBXSFB9ZfrQIMbwxvanugUXoevBmH8bYyNihUuxCLuEp18PPNxgDx5wJp2YHNVXSuJMDBa97cBw5XdnFlX468qY28kY8e+/4XnJoyCTCibrWHDEepmBjl3w5/qADDm1or66o/wxvDm1rPyAdvMcahoE2Mw0Ezgkvhu1t7FDiM19XgLgtlsuk48saRN6v6nEw+sv3S28fFOCJvjgHs7Ccf49J3axBavYa4fSHQWAfHj2cV0BUePNtqfXLXVX+GN4Y35V5CzvHGhC9wl3GnYnBOFjYbd5f+UejuUpkBUCaN7CDJ8MbwJtOfrEpTkn5pdgraTFmF4S0nPR2xY0Yi88wZVOh4L6o+1l3598PXK6ArPPi67o726ao/wxvDm3IfjKxQCl8/ORAVk87ihAFt2wx489SAZGbg0u2QXqtAwap8SqKlWfvytOkVxayynWw+heGN6nD56BEcnzAWyMlB9Iv/QpmGRd96ovzj4gMV0BUefEBaqSboqj/DG8ObVAf2ZKLk5Yvxx/IvkVoqAuuM3aWZIaUY3pwILjvglnR9mSwkyKazot4Mb/rAG9Uk/svliF+2BEEREagzcgyCK1Tw5CfCr/PWFR78xSi66s/wxvCm1AeTd+7AH+9OQ05AoDjP7aJxrpuzxwoAcOTrbl68YeFqy7irJUfe1GlpBrqdRd7o/Vwj6nbqnclI3fs7wuvfiJovvYKAwECl3xJfLVxXePBVvQu3S1f9Gd4Y3pT5YOaFeMSOGoGclCu3KByq06zIulgFCWYGLp42/d5l37DKLq7y4cibXpE3qk1WwiXEvjEC2UmJiHzgIUTe94DL/sIJzCugKzyYb4k939BVf4Y3hje3PKq4y+TzZ5iekYXEhLSrysjNzsaJSW/i8qGDqNisKf5drk2JL513BQAcebMWAEoCwhx5s3fkzVH7lN9/ExE4emr+61WUNqJw/FirgK7wYG0r9c1NV/0Z3hje3PIaZ1daOcuoqBPhzy/9HBe+WoEgY61Ms+lTMPSjncXWQwbMZNKUBDh42lQdcHDkzVrwlvGV/L5b3ACW58vlK6DOG6MRHFHOrW8Kv+RcAV3hwV/spav+DG8Mb275YEngLeW3PTg19e0r/1p/+TXUadPCkquvZAYkhjfrdiyWREuOvKkDYTN2K2rNW/7aUxT95OS3kHbwAEobO0+jBw7i9W9ufVUZ3iyUzbKsGN4sk9JzGcXHJxu733M9V0AJc9apE7kLb5nnzyF27CjkJCcj8v4HxR+ZvGTATCaNmYGL17zxmjdf3Llrxgdk4I3yy7xwAbGjjfWr5Ne8/q2EX/qCr+v03be0YTbJTFf9OfLGkTe3XEgGuByDhGMAoAM+T7w5Duknjhv/Qm9s/Av9RfEvdJm8ZMBMJo2ZgYvhjeGN4S1JfB9kBrCUPbtxatoUYytqLmoMeAFlmzR169vCLzG86dQHZPq+ivoyvDG8udXvZIArP7zlGh/0M+/PRdLmXxBS9f/bOxPwqIpsj/+TdPYNkrDKTmAACYKJICDgNi6sjorKojCK4CjqMCOKGRaVzQHlObxBwCc80VFUFlH0qQOo4MY2YRVQEA1Iwpp9Tyd5dSp2TDqddHX3vd23u0999Bc6qVu36l91q3731HJaoN3M2QiKiKwZGLxhkOQ1b/WbigowaxGH17xVa6+Flo6ko2p5s7SMrI8/wsUN6xAYFoa2qbMR2rq1U/0LX/SbAkaFB3+pI6Pqz/DG8ObUM+govGV9+jEurnsHAaFhaJc6C6GXXVZzX5W0tBq0HBm42PLGljdveKmwfoC1elZUNyzUvj+9pGWuXI6CvbsR3EK8pP3tt5c0pzoavkjJ6sky6acAw5t+2mqWMq95U5dSBbgsoPTz9p3VxwmIjr3Vn6YiOjmlzo1U0tJqQGJ4085644qWjgIHW968w/JGuaTlEeQ+q+yX04hM6oXWj/4ZsU0jERpiarSDaehYIfVeyTdjGhUefFPt+qUyqv5seWPLm1PPoApwUcJz7+mGfdOmy4N444aPQMJtd9S7n0paDG/aQZcRtGR4q//YaVUvWqbj6LSppVTlF2hj0jPVz/2wEeg+eaLSjnLL/ZzqlHz0IqPCg4/KbXN8MmK7ZHhjeHPqGVQBLpO5FHelf4yi9FOI7HWFXMRsy4WOSlpaDUiuWIt4zZvngIMtb95jebO0EnKd9cuSxdLi3vWJv2BRmrnRvqahMyGd6qB86CKGN89WplH19yi8bd68GcuXL0d5eTkmTpyIcePG1amlo0ePYubMmSgQ289TUlLw7LPPwmQyISMjA9OnT8elS5fQsWNHvPDCC4iMjMSePXswdepUtGzZUqbTo0cPLFy4ULnmedpUWSq7O0QDKivQ/8AHaJ59GiGtWqPt0zPFBoUImzdgeBti1yrhCnQ6auVSvZdqPC3Am+HN++CNcpy95VNceGctAkS/vaPXKFxq8ttaV1vt0ogWDvVeUZ+YRoUHfUprvFSNqr/H4O3cuXMYM2YMNm7ciJCQENxzzz1YsmQJEhMTa2pv+PDhmDdvHnr37o3U1FT07NkTY8eOxZQpUzBy5EgMGzYMy5YtQ1FRkYS51atXSxCkvzsTGN7UVWsUuMSb9pVHt6Dd2WMIbtoEbWbMRHB8QoOJM7wxvNkDPIY374Q32sBwYe2/kPPZNpSZQrEjeTQKIuNs9gVsebPdRRoVHtRHC++OaVT9PQZv7733nrSULViwQNYsQRg96GQ5o3DmzBlMmDABW7duld/37t2LpUuXYtWqVejXrx92794trXCZmZkYP348tm3bhmnTpklrXF5enrS+zZkzB61atVJuOQxvylI1annrdnInuv28G+ZAE5IXL0BxbPNGE2Z4Y3hjeDPemkZndpvaetCrKitx6dXlyNq9B4VhMRLgSkOrjwmqHRjeGN7URyD3xWR4s9J65cqV0mJGwEVh3bp1OHjwIObOnSu/79u3D4sWLcLatWvl9/T0dEyePBlvvPEG7rzzTuzYsUP+3mw2S8vc4cOHMXv2bAwePBg33nijvO7999/H22+/rVzL3g5vKs7iVXZ0qaRDoto6RqFdxhFceWwrqhCAnb2G4/E59yHYFGi3DrzhSAZe81a/Gu1BF12hRRy2vFVrr4WWjqTj7IYF65YSFxOC/5s0DXF555Ad3Rxf9bkdFaYQhje7PaPaAckKyXAUJxVgeLMSbsWKFSguLq4Db4cOHcJzzz0nY6alpWHx4sV14I2mQ9esWYPRo0fXgbc+ffqArrUOtE7u888/R3R0tJPV5n2Xpb78daOZXvDwQKVCqaRjHSfhYjquSnsPgVWVONTjBpxqewXofs6kZZ1JrdKhdLVKy53pGDHfRsyTSp0YMd9GzJNqX6HUoYhIz/zXFgzYtRaRxbk416wj/tN7FKqEhxVL0Pp+qvnieKyALyoQIKYydXH2SdOmNBU6f/58qZutaVPaxLBlyxb5d+tpU5pyDQoKqpk2pXhkzSPrHP2eAsHbl19+ifDwcKW68XbLm+r0o71Fwarp1LaWNc3NxMD9m2CqKMcP7ZJxJLEaEt1tKbBnwXMlT2x5q/8Yuat+2fJWrb279LbcSyvLm6VPiSzKxpC96xBiLkF6y+7Y1/1GICCgpmz2+ialjtzHIhnV8uNjMjdYHKPq77E1b5YNC+vXr5dwRRsWaMq0V69eNSLShgXaYZqcnCx3nXbo0AGTJk2SgDZixAj5od2q58+fl+vbbr/9dvn3oUOHYtOmTaDdrLRGTjUwvFUr5Si8xeafxzX7NiLYXIZTLbshrfvv63TI9oDKnQOSKwMgwxvDm7UCWrVdV9qlXnnSas2bdZ8SJ170Bux7D6ZKM05eloSDXa+V/QWvebM9UhkVHlTHVW+PZ1T9PQZvVKEEV2Qtox2itI7twQcflJ/HHnsMSUlJOHbsmIS2QnHQo+XYD9qZSpsZZsyYITcn0IYE2qUaGxuL48ePY9asWcjPz0dcXJxcM+dPGxZUocve261qOgRl0QWXBLhtQGh5Cc40S8Tey2+pMxWi1eCmVTquDJIMbwxveoGSK+1SrzzpBW8S5rJO4eqDmxEkjhQ63rYPvku8Bov/fC3s9U3eDgLO5N+o8OBMWbzxGqPq71F4M1pFsuXNMcvbMws3YVDaBoSVFeFsfAfsShomwK16ytoStIIurdJxZZBkeGN40wuUXGmXeuVJT3ijPLe4+BP6HfpIrpE91qEvHvjHUwxvNgZFo8KD0cZvvfJjVP0Z3mrVOMObOrzNvac7vnx0OiJKC3C+aVuxs3QEKoPq+y7UCrq0SseVQZLhjeFNL1BypV3qlSe94Y3y3fr8CaR897EAuCq0v3ccQoeIJRcc6ihgVHjwl2oyqv4Mbwxv9Z5Be9OmEWK32IiTH6P03HlcjG2Nb8WusYqgYJvPslbQpVU6rgySDG8Mb3qBkivtUq88uQPeKO9txGHeyUf+LQ4XAhJG3424m2/1Fy5QKqdR4UEp8z4Qyaj6M7wxvDkEb1GFWRgoFhuHlxWK85pa4Os+t8EsTk5vKGgFXVql48ogyfDG8KYXKLnSLvXKk7vgjfLfPuM79Dm2TRYlbsQoxI+8TexhqN6F6u/BqPDgL/ViVP0Z3hjelOGNdpUOEMeB0OaEmMt74K34QY2CmxEHJFfyxPDG8KYXKLnSLvXKkzvhjcowPakSx5cuk47sm9z4ezS7awwCap0D5y+wYF1Oo8KDv9SHUfVneGN4U4K3uJwM6Wg+uKIM5+LaY9SKhZixYqfd51cri5lW6bgySDK8MbzpBUqutEu98uRueKP7nfzkc2S+shyoqEDMwEFocd9EBPx6bqfdzsZHIxgVHnxUbpvjoRF3QTO8MbzZhTfa1t/v4IfyXKbq40BuxqJp19t0j6XnQKLFeXGuDJIMbwxverVvV9qlXnnyBLzRIFn43WFkLFuKqrIyRCWnoOWkKQgMtr2m1h8AguHNs7VsVP0Z3hjeGoW3tplH0VusRQkS2/npRPT93W6Q57ipWMKMOCC5kieGN4Y3vUDJlXapV548BW9UnmJxZueZpUtQKVwoRnS/HK3+9DCCIuo7s/fssO6euxsVHtxTes/fxaj6M7wxvNmGt5e+QPefduJ3P++Rfz/RtjcOJw5yyHOCEQckV/LE8MbwphcoudIu9crTgkcGIdj0m+/RhobR0jIz8nKLGx1l7e1gp4ut71dw8iSOPDMP5bm5CG/TBj1mPY2AuAS79/L8cK9tDowKD9qW0ripGVV/hjeGt3pPTVxMCNZPnYM254+jSmzgP9h1MH5qc0WdeGx5c6+fSSMO7u7ME/s2rX78VJ47PeJYv7jU7gxU3FqpwJutfEcU5wlPDB8gRuxyLw0OQ8pzM1HarI1xR3odcmZUeNChqIZM0qj6M7wxvNV5YMziLffCK8uQ//0PKBdnt+3peSvOC+8Jzrzde3KwaawXcHZwY8tbfVWd1dLR9sTw5p/wRqU2mUtx1eFP0CIrHQEmE1pMuB8x/QcYcqDXI1NGhQc9ymrENI2qP8Mbw1uNAiXpPyPj5f+GWfiMLQqNxrdXjER+VLzN50ll0GZ4085S4mtaMrx5DoSdaUuesrxZVAqorETSiR3o9MtB+au4ocMRf9vtfnGUiFHhwYigpUeejKo/wxvDmzhWqQq52z/HhbffQpXZjKguXbCu+WCUhja8QJjhTTsw80ctGd4Y3hxtAxT/L4mFOPk/q+VZcOHduqPVg1Ngim2ix5htmDSNCg+GEUjnjBhVf4Y3P4e3ypISnHvjNeTvqj6zLXbIdegxdTKeWv5to4+EPwIHT5t6Djh42rRae5XnTo84nra8WVoelS19xy5xFtwKVOTnISg2VgDcQ4gQIOerwajw4Kt6W5fLqPozvPkxvJWe+QWZy5eh7GwmAkJD5YGYMf36w9nFxbYeZj0GkoY6DZV7uTIAMrwxvDljLdK7XeqVp9r5NhK80Vlw5pwceZhv8Q/fyx3wNIUad+swn5xGNSo8MLx5VgGGNz+Et/PncsU06Re4sO5teRBmSOvL0OqhRxDaurVUg+HNtoWD4Y3hTS9QcuWlQq88GRneqMxVwgvDpQ82IeujzVKCiMt7osXEBxDctKlnR1WN787wprGgDiZnVP0Z3vwM3uaN7YEjLy5F0dEjsuQx/Qei+fj7ECgsb5bA8MbwZjRrEU+bVj+dKvWiRxyjWd5qj7+Fhw8i89VXUFlQgMDwcDQfMx7RYjeqrzi2Nyo8OMhAXhvdqPozvPkLvIkFvu0zjyAl/RtUiFPLg6KiBbTdi+iUvvUeKoY3hjcVAHAnTDC8MbxZ2pstP5M0jXru9f9F4cEDUqjIK3qjxb0TYWri/ZsZjAoPXktjDmbcqPozvPkBvIWX5OOK7z9Hy0s/y9JG9UmW1jaTWOxrKzC8MbwxvLnXyuVOEHbmXka2vFn6MNo1n/fN12LX/JvSrVagcKfVfOw4RIt1vN5shTMqPDjIQF4b3aj6M7z5MLwFCkfynU/tky6uyKl8mSkUlz/6ENCjd6OdGcMbwxvDG8Ob0de8NUQD5VlZOLdmNYqEg3sKdKRI87HjxZrey7wSIIwKD14pphOZNqr+DG8+Cm/NL6Wj1w/bEVWcI0t4plkiDgk3V3OfHAZb0w612zTDG8MbwxvDm7fCG/Vl0gr31Q5cWP8uKgsLgaAgNL3+RsSNvA1BYl2cNwWjwoM3aehKXo2qP8Obj8HbnOc/QM/jX6L1xZOyZPkRTYVv0iG4ENdOftfTD6GtB0QFAtwZx5kpI0u5eLdp/Rp2V93xmrdq7d2lt/W9Gps2VXVgP/0f2xsdQ1XKpnqv0jKzdGBfITYxXNy0UR5CTgf7BsXEoNmddyP66v6IbRqJ0BBTo3mypOPK4O/qtUaFB1fL5S3XG1V/hjcfgbfy7GwUb/sYGZ9uRWBVJczCL+mxDn3xY9veqAoMqiklw5vzAyDDG8ObtQIqwKESx5Ng1tAg6ojlTQswU9FJJY6tl1Ry/Xf+rX+h5McTsrghbdqi033j8Py3wionzolrTAN7MxV6Q4hR4UHvchslfaPqz/Dm5fBWkZ+PrE8+Qs5n21BVXo4qBOB0y2440rk/SkKj6rV/hjeGN5UBUCWOO4GDLW/GtbyptBV3xrEFb/S7KuEfNX/nt8IStwFmsS6OQlZMCxzpNAAX49raZAWV/lJvyDAqPOhdbqOkb1T9Gd68FN7MubkC2LYiZ9sWkIsrCvED+uOdis4oiIxz6U2S17zxmjeVwZbhzfkXAVsPqIrmnopjb7ep0S1vtfWuLC+Th5TnfPwRykU/SuFCkzb4vsNVuNi0TR1LHMObURDKc/lgePOc9sp3vnSpAJWVVcrx3R2RGtGZQz8g+9+fyC3x5ESeQkTPJCTcdgfaXpUElU7U3jQAwxvDmwokMLwxvLmzDajeyxLPXj8XF2XCqtRl6HIqDSHmUtmX5kQ1w4l2V+JM80S53IThzd2jnPHux/BmvDqplyOjwhvtnCIffkU7tiFr91658JbWadBBlHE3D0V4ly6yLKrQZa9TU03HHiiqdrYqoKBVHFfyxGve6j/EWtWLvXR42rRae3s66RXHlyxvllZs6eeCy0vQ8cwhdPrlAMLKiuSfi8SSE1ovPOnZycgurvTo6GVUePCoKG68uVH152nTWo3AaPBmzs+TFrbcL7ej/OxZmdMAkwkxAwai6U23IKRlqzpNWBW6GN6GKFkoreGU4Y3hzVoBrWBKL+hqaIxzNN++DG8WjQIrzGh77hgSxdmY0UXZ8teBISGISr4KsYOHICyxi83zMWNiw3XdteoMPOidJzeyk8dv5Yz+7sg0w5vB4I2cLRcdOyrPKMpP+w8gvlMIim2CVjffiJB+g1z2jMDwxvBmz2qqMri7EzjY8lbdUanUix5x/AHeaoYCMbPRQnij6Xx6P5pnn675Nb0sxwwajBhxzIhJ9MeWoNVLc0MDvjPwoHee3AEnRrmHM/q7I+8MbwaAN9oFVXziOPJ370LBf/aAdpDKQFOjSb0QO2gIIntdgeYtmzR6wK5WD6xqOvYAwJODTWMPj7ODG1ve6qvqrJbWKdlLh+GN4U21P7HE0+Il9bm7foefP/gYuV9/iYpfNzdQvxz+u26Ivqofoq9MRstOrZUs+fbyw/DmDuRx/B4Mb45r5vYr3DltWimO9aB1bORIuSBtL8zinDZLCG7REjH9rkbMNYMQHBdf5w2vsQ5AFbrsdSKq6TC8OWfBcxRcLPHtAY7q4KZVOu68H8Mbw5tqe9MS3iwbFmhzWOGhA8j96ksUHj5UMyOCwEA0uaIXPi+Kw7n49igJi7Y5brmy8cEZeFDtw+2NBW4fhA14Q2f0d0cx2PLmRsubOTcHhQcErIlOoOjIEVSVVh/xQcGUkIDolL6I7tsPoW3b2VxbYa8RafXAqqbD8MbwphUI2kuH4Y3hzZPwVnswrigqRMG+NOTv2Y2io0d+AzkRKTcqAWfjOwiQ64DsmJZix2qgvJThzR04o8897I27+tzVfqoMb26Ct/KsS/h5VqoAtuot6RTolO8oMR0a2bsPwjp2atRZPMW314hUocve25ZqOgxvDG/2oEt1wLWXDsMbw5tqW1KFJdV+rrH+ktxv4fh3+OqdT9FMrI8zVZTX9O/lwsvNpSaX4aL4jH1oBIpjmiFA+Fh1NNjr922lp0XZHM2nr8Z3Rn93aMHw5iZ4qxDOkTOWLUVgWJg84oPWstWeElWpbHuNSKsHVjUdhjeGN3vQpTrg2kuH4Y3hTbUtuRPeLC/V1BcGVpoRn5MhNzvQJ7oop063HhAahvDOnRHWqRPCOohPx451Nj40NAbY6/cZ3lRGT+fjOKO/83dTv5LhzU3wpl4lDce014hUoEvVsbM9MLM32FpKoRLPnXFUBwBbeeINC/XbprvqjuGN4U312fUUvFk/HWEl+UjIOSM/3ZCFkozMeg+QSaxpDuvQASGXtUGomImJ756ImDatG7XQlZsrEGyyb8FT6cPtzcJoMW7pkYbKUSgqOpWWmZGXW9xoFu2Nu3qUTyVNhjc/gzd3DbYMb9oOtqoDl6/WL8Obtu3J0XbiV0eF1BoTVNaqqbw0UzqZx0+h+McfUfLTSZT8/BNKxcfi2rD2YG0ONCFfuDgsiGgqPk1QHB2P3NAYFIY3gdkUoulxMd4Kb6qaawGwDG82UHLz5s1Yvnw5ysXOy4kTJ2LcuHF1Yh09ehQzZ85EgVhXkJKSgmeffRYmcUhtRkYGpk+fjkuXLqGjMD2/8MILiIyMRF5eHp544gmcPn0acXFxeOmll8Q6sWYqECvjuHO3qXKmakW014i0bNAqjd5eHF8DDra8seXNWgFHIaix516rtPRIh+Gt4ZpT7XetQYmOiCo7m4nSU+ko/eUX+TFnnkGZGNcaCqXBYYhr1xrH8wJQJHa2FoXFoER4gygOjURJiPiInxa3Xvb6ZxUwdWaccsc1qpproYG9cdcd5bV1D49Z3s6dO4cxY8Zg48aNCBGnWN9zzz1YsmQJEhMTa/I5fPhwzJs3D71790Zqaip69uyJsWPHYsqUKRg5ciSGDRuGZcuWoaioSMLcc889h5YtW2Ly5MnYtGkTvvjiCwlwqlk37C4AAAzmSURBVIHhTdu3e4Y37Q5V9TUtHYUgtrxp+2w6CngMb9rDm60UCRRSX/gU0YVZiBJr5qKKsxFdnIuIwmzx/xwEVVYf2t5YKA0OR9PWzZCeW4nSkHCUiU9pcATKBPjJjykU5eLnXyYNRm5JlVyHTZ57vCkwvAnvH4EBiI+ParDaAoRfTV08tb/33nvYs2cPFixYIG9OEEa3mjp1qvx+5swZTJgwAVu3bpXf9+7di6VLl2LVqlXo168fdu/eLa1wmZmZGD9+PLZt24brr78eb775Jlq1agWzOJenb9++2LVrF4KDg5XaJcObtgOErwEHW97qP0aOQkBDD6K9dBjetH027elt/ewyvLkP3hp0yyfGx1Dhe/WpUYlYtWY7IkryEC7W1YWXFiJMfgqkb9YAOD5kBwgDCkFcYHg4AsXGCvn/0FDQJgv6GRgagoBg8aF44iN/0vdgk/gEC/gTH/pJH7GjlmBQfoLop1ifRz/FsSnVfxPfA8VPOkaFvotDjx0NDG8ehLeVK1dKi9m0adNkva1btw4HDx7E3Llz5fd9+/Zh0aJFWLt2rfyenp4uLWpvvPEG7rzzTuzYsUP+niCNLHOHDx+Wlrn9+/dLqKMwePBgmW6LFi2U2kZ2diEqKx1v+EqJaxCJKJsAs6FAf1+wemejd0q9/2q3xaGMuPN+KvdyJU8m0VGZy801+qrcT6s4ruTbukF4Y55I+yfvTdGk7fq7ls6U37rt125TWrUnrdKxlK+xvpLiqPaX7kqnoTw51u9UIaSsBA8P64LX1++W/w81lyC4nD6lCK4QH3OZ+JQiIUyMn4XFqCwVC/b1sdGojXoC3gIEzEFYksR/xD/LTwF39H95Vh79juKJ/4ufQQL6svJKUPUr+FX9+vfq0Vvgq4jeKiEKmRcL5f+rw69YW+uadi2iYa6o/PXPv0asBZMEliYBm2axSUTmwTo0Ap7hXbtK70h6BbK8NW0a2WDyulneVqxYgeLi4jrwdujQITn1SSEtLQ2LFy+uA280XbpmzRqMHj26Drz16dMHdK0teNuwYYND6970EprTZQVYAVaAFWAFWAFWwB0K6AZvNG1KU6Hz58+X5bA1bUqbGLZs2SL/bj1tSlOuRN/W06ZvvfWWXPfmzLSpOwTle7ACrAArwAqwAqwAK6CnArrBm2XDwvr16xEu5tlpwwJNmfbq1aumPLRhgXaYJicny12nHcR5OJMmTZLTpyNGjJAf2q16/vx5zJkzR8alKdKHHnoIH3zwAT788EO88soreurDabMCrAArwAqwAqwAK2AoBXSDNyolHRVCa9/oqBBax/bggw/Kz2OPPYakpCQcO3ZMQluh8E7Qo0cPLFy4UO5Mpc0MM2bMkEeF0OYE2qUaGxuLnJwc+Xs6KiQ6OloeIdKmTRtDCcqZYQVYAVaAFWAFWAFWQE8FdIU3PTPOabMCrAArwAqwAqwAK+CPCjC8+WOtc5lZAVaAFWAFWAFWwGsVYHjz2qrjjLMCrAArwAqwAqyAPyrA8OaPtc5lZgVYAVaAFWAFWAGvVYDhzWurjjPOCrACrAArwAqwAv6oAMObP9Y6l5kVYAVYAVaAFWAFvFYBhjcPV93f//53ZGdn4/nnn8fRo0fl0SkFBQVISUmR59pZXIF5OJs+d/vPPvsM//znP6ULt2uuuUbq/s0338jjakpLS3HrrbfWeAfxucIboEDvv/9+zRmN5Obuqaee4vavc71Qv0LnbZL3GzpiqaH2zv2Q9hVhrf0777wjXUGSeybyHER9PR2Txdprrz2laK2/5S7kK/2TTz6RdUEhIyMD06dPl8eUdezYUR5HFhnZsIsqfXKrlirDm5pOusT69ttvJSBce+21Et7o0OJ58+ZJX66pqanyoR47dqwu9/bnROmcQNKV/OLGx8djwoQJINdsdBA0PcR0tiB9v++++zBkiH6+6/y1DshtHulKnWZMTAzGjBkjn4MFCxZw+9epURw4cEC+oPz0009S94SEBNxyyy022zv3Q9pWgrX2dO4p9S8bN26UYEBnl3bv3h3kcYi111Z7Ss1af8vZsCdOnMD999+P9u3b18Ab1cvIkSMxbNgw6RWKXu4J5owYGN48VCt04DB5khg6dKg8rPjRRx+VELF161aZI4u7sNdff91DOfTd265evRrkAeTpp5+WhaT/p6eny4eVfOtS2LRpE3bt2iUtcRy0VYDegumFhaxvBM8Eb1QX9MLC7V9brS2p/e1vf8Mf/vAHPPnkk6A+hSwMttr71KlTuR/SuAqstSdrG/U3AwYMkHdatWqV7IOo/+cxQGPxRXLW+hO8lZWVSVi+4447ZF9PL+0E1f369cPu3bvljFdt15za58r1FBneXNfQqRTIywQNWtRAqLHcfffdWLRoEdauXSvTo4eb4O7TTz91Kn2+qGEFyMIWHBwsrRAXLlzAddddhy5duuCLL76QZnIKNKX06quvgkCPg/YKUGe5ePFihIWFoW/fvnjggQe4/Wsvc70Ur7/+eglv+/fvt9ne6SWS+yF9KsKifW2vQFlZWdL7kMW7EGuvj/aUam39Se+uXbvK5QO0fIb6I3LDSXWxY8cOmQnyn06zYIcPH9YvUy6kzPDmgnjOXkrTdWSyJWsDmc4J3u666y45mNWGNzLh0hQHB20VoOmjffv2yQc2IiICDz/8sAQIqpPa8EZvxPThoK0CZGmmqSLSltzcPfHEE7Ij/frrr7n9ayt1g/BG7X/79u312vsjjzzC/ZBOdWANb2RtI1/eNH1NuqelpbH2OmlfG97IMEJrDpcuXSpnVyzwRvUxevToOvDWp08fHDp0SMdcOZ80w5vz2jl95R//+Edp8QkKCkJubq6cV7/hhhvkVOmWLVtkujxt6rS8di986aWX5AJWgjgKlkWrVB+vvfaa/B1Pm9qV0ekIZNGkBcG0SYECWTwJ5M6ePcvt32lV1S60AARNm7788sv12jtNm9J0EvdDano6Eqs2vP3444/Sz/f48ePluisK5NObtXdEUcfiWvSn5QJkeaYNIjT2Xrx4Ua7BJeMJTZvu2bNHjs08beqYvn4X22J5s2xYoF1HycnJEiw6dOgg38w4aKsALWAlcHj33XflgmF66x00aJDc/UhTSmRKJ6snrYegXacctFXgq6++qrEwhIeHy40izZo1k0sEuP1rq7V1apYBjPS+6aabbLZ3WjTP9aB9PVi0b9KkidyYQJt0Ro0aVedGrL32ultStDVtXdvyRvFoqdKIESPkZ/ny5XIqlfonIwa2vHm4VmrDG00nEbQVFhaiR48eNesgPJxFn7z9+vXrpdWBFqkOHDhQ6m7ZoEBHhdCbGE1r0+JiDtorQKBMbZ/WHiYlJckOktYgcvvXXuvaKdYewGi3u+VonNrtnfshferAoj1tyqHlGZ07d665Ef3t8ccfl5vX+BnQV//aaw6t4Y2sn7Skg2YG6NSBJUuWIDY2Vp8MuZgqw5uLAvLlrAArwAqwAqwAK8AKuFMBhjd3qs33YgVYAVaAFWAFWAFWwEUFGN5cFJAvZwVYAVaAFWAFWAFWwJ0KMLy5U22+FyvACrACrAArwAqwAi4qwPDmooB8OSvACrACrAArwAqwAu5UgOHNnWrzvVgBVoAVYAVYAVaAFXBRAYY3FwXky1kBVoAVsFaAjhsgl2vk9osDK8AKsAJaK8DwprWinB4rwAr4vQIMb37fBFgAVkBXBRjedJWXE2cFWAFfUOCvf/2rPDjbYkkjH8R0wGf//v2lj9zAwEAkJCRg1qxZ6Nixozzoky1vvlDzXAZWwJgKMLwZs144V6wAK2AgBXbu3In58+dj8+bNMlfkwJpOxCc3UuTkOi4uTnqMIL+tH330kfTOwfBmoArkrLACPqYAw5uPVSgXhxVgBbRXoKqqCjfffDNefPFFkD9W8n1LvkHJuTX5qLQE8ku8adMmkPNrhjft64FTZAVYgWoFGN64JbACrAAroKAA+WMlR9XkjzUmJgZ5eXn14O3KK6/Ehg0bsHLlSoY3BU05CivACjinAMObc7rxVawAK+BnCly4cAF33323LDWteTtx4gSeeeaZmmlTgjayuJHj8dTUVIY3P2sfXFxWwJ0KMLy5U22+FyvACni1AlOnToXZbMaKFStkOd588028/fbbqKyslOveZs+eLaGNNyx4dTVz5lkBwyvA8Gb4KuIMsgKsACvACrACrAAr8JsCDG/cGlgBVoAVYAVYAVaAFfAiBRjevKiyOKusACvACrACrAArwAowvHEbYAVYAVaAFWAFWAFWwIsUYHjzosrirLICrAArwAqwAqwAK8Dwxm2AFWAFWAFWgBVgBVgBL1KA4c2LKouzygqwAqwAK8AKsAKsAMMbtwFWgBVgBVgBVoAVYAW8SAGGNy+qLM4qK8AKsAKsACvACrAC/w88CHYHDiGoEQAAAABJRU5ErkJggg==" /> </p><p>Looking at the charts it is hard to tell if log transformation removes the skew ( like it does with VIX ), again the issue is the amount of data.</p><p><img alt="" src="data:image/png;base64,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" /></p><p>Mean and median of the index is ~76, so no significant skew in the historical time series. Just like other volatility indexes we make reasonable modelling assumption that if DVOL is above 76 it will trend lower, and if below 76 it will trend higher. Mean-reversion coefficient is found with regression ( in log space ) and values for different starting points are simulated and presented below. Here you go - these are theoretical futures prices for DVOL <br /></p><p></p><p><img alt="" 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xTSVqRbojiGOTdSbyAflpmsPFk6jXSvNdl++UiPYJOOI4r7fOihh2QOUKSiQP4xJJiNL5gFIViQFgNJWzG/I1JRmNQaSFOBRL9I7opUIIkKUms0NjZKHVPQptAz5AobHByUlCCYGQFTUqGuKUh2mygvWxRy0GOoBPIhAQWwfEhdzzkjJBAEMORXQi4mzK+HZJfIPfXud79bklli/kbMBYi8SwcccIB0apjsGElT81miAI8ojmFkEJ/nCtCwbdu22FRC2ZJVlPdge425AjAAERLFIlcbEvsir1wiAIPskesMBZC0fv16yb2GvGvIro/Evf39/fSmN71J6n3ta1/b7TjI94ZEucg5hjxiKPiDA7MtYHok7IeErMgTBiCrq6uT2QsM4CmA2WqP1nNFAgpgrrSUXqdzEpguMWaiqWlgaUBiSmSeL4QSBXhEcYxkAJYrGUV5D7bXnCsAO+mkkyQhKqaBSlbiJ2A39To6OgSklixZIklwUWChQhJeWNbik7Qige/1118vvyERKxLvIpM+9kF2/GDBnJPInI95M838pApgttqj9VyRgAKYKy2l11nQEujr65OpdDCnHgqyxz/wwAOxLPFBFyQy1WNKHFMwLQ+ALFhgIUNBVnpMvo3pbWARg8UMYGcKOkdM+4N5Ajdu3ChzB8LKAHcOsuFjiht0dpgIGdnw8RkFx1i6dClVV1fLBNrITA/rBTpidHqAjttuuy12HnScyKgfX1avXi3nxHngSj3ssMMEImHJS3aM5557TtyamHsR1hRkxEdGfXS4KOhoMXUOXLBwzeIakRke92QKMtzj+q699trY/I6QBdoAcsd8k8hKDysj3GIGBuDeRfZ7/I5pcJCJH1ny0T7I8p+oJAIwyAPQAVCA1eiiiy4SuRvZwk2HazMF2eQxhyRmFgB0jI6OyhQ/uAfMOoDs85Cbcd3FAxisS7huzKWJ2RBgccJUSKecckrS5wI6CT3DFFCY7glzO+LcmCLJ6GNwZzNrQPwBkwEY6sGljiz5mGIJMy0gmz90FO2G+w0WzLkJXYe+oGDuUcgFupuoGOAyx1IAS9rU+oOjElAAc7Th9LILSwKYGxEQgk4ULkYABlwugBoAVBDADj30UJkiB7FMAAaAEEAEkzsbVw/qoHNG5485AmGpwPHR2V188cUxKxk6RwDKpZdeKvMaYuofQAbAAsdAZ4gOHq4ezFuIazGQgAm4ly1bJvADCMGk1scdd5xMNbRu3Tr5DsDC1EeYQxDuoWABcCFWB/NOYsJmfEeHjPPBCgIgjD8G4AGgAqsLYo4AInBh/fnPf6bf/OY3hPtBR4vJuwElgEaABM4P2eJeAVSQGe4lHsAwpyGsMujsMRUTIAdQiamJEMB/9tlnS1vguHBxYbogTIINWdkCGKAGUxYBECFvQBH2xTRCkAfmUkTbYmofzIeJgonCYeXBZNuAJ1h9YAHC/JtmfkZADMDu8MMP321KJrgIATe4bhwT0IxJ2QHowYnZTfugLaA3aD8AOtyLiDdEHB3kBpiGSxzubpwP7QeZmqmUgu08HYAZSy70GO5MyBixjjg+tpliJjq/8cYbRWbQN8AmrL1o10QF7s03vOENch+ITVMAK6x3nl5N5hJQAMtchnqEGS4BTMaMTh8dsLGCIDYJHdGxxx67G4Ah3iWRiynY0aEDBaSgIwMAmQKgwDyE6NwxByP2AZwBCEwBoMHKhM7edKgIhkdHBqsNOjWAHuYpRAB0VVWV7IoOE/MborNESeV6gwsK1hTAnYkPwjEBBYATwFD8MQAr1113nVhIzByHXV1dYhlBJ3vuuefGOlqADuLjTIl36cYH4UMWsLrg2KZgkm9Y9BCvBNcXQCNozcPchoA1WwADQOKeAa0AG1MAwIARAA4AGHUAfrB4oXzlK1+hZ599ViZEN7FQgFPzO+oAlgEwuL54/YDOQEZmAAJiCjGvIu4vPkgexwIAw0KGGCpAtSmAfMR8AWZQoDsnnniiXF+yMh2AmXsJzjEJgAdoQd5G/3DdsEwaCzH0E/du4DjZuaH/sKqi/RTAZviLtghvXwGsCBtVbym3EvjFL35Bl112mUw2HLQSTTcKMhWAmY4NcIPO1xRYrWDdQpAyRqGhc4S78wtf+EKsDqxugL/4ThWdGTp5WF1wbUgvgc7eFIARXH8ASpRUAGYsYIBNWH4AjAAPWJZMSXaMoaEhcavC+oTOGFAJyxYAyXS0sPDAOmSKDYBh9CisOqZgMmu473CfAGS0FSxjwYLRdgAfGwsYgBVwibik5cuXxw4D8MIk31hjAAXOC9DBfcHNZqANE2HD4oeRhzhWa2tr7Bi4RkAVJgkHBOO6YOnCeWARxGfAEgZrYA2wTFbQjrDE4VjBAr0BaAPIoavZADC06dvf/nax1kIPYeUEBOIPANM2BsAQrA9LaLICXcb9K4Dl9p2mZ8uNBBTAciNnPUsRSwCdA6w1wRgl3C4sUXCfxbsgbSxggDm4zZIVWMVOP/10ATDAFyDMFIyoRKeXqKCzQ6eXaIAAUgOgczbxZ6kADMffvHmzuFvhUoXlBy5CxHIBphBjFX8MwMg3vvENgQMACka4wSUFuDD3kczSYQNg8bK48MILZaQe4ApACjfeH//4xymiQTvBmmcDYHCTJnOZ4aCAK7j0AI+4FliB4OoDWMIqBXctrJWwEiUrADNATBDA4KLGaEFY0OBChWwBvIinQkqI+AKXJUAz/l5xXbhfnAMAlymAPfzww2INDI5sxLVABxDbhz8gYPWEix46gm0oiEkDXMFKh7i0RAXgDN2A1Q6WMrWAFfFLdIbemgLYDG14ve3oJABrCDoIdHjBvEXodOFmSwfA4MoDYAEaELsVX5ArCbFAiQAMli5YHhDvFF+wD/aNCsDM8WENQ4zazTffLB2lccfGAxhAFS5CQBgAAm7UgYEBcQFmG8BwbkAmrD/BgtgsgKENgCFWDdYtuIITWaAQiA7LEu4J7me4VSEXDLwAnKHADQz3oxndF99GaNN4C1iwDuK6EFgPCxPirmB9jS8AIhw/3gJmIBsWKLieMwUwtDP+ADGWP3MdODescIh9gwzg6g1aW1EPllxYQgG1iZL9GlgEeEJXFMCie2fpkQpDAgpghdEOehUOSwAdIlxwGKWGTgUFcU1wFSHeKh0AgwULFgL89Q+LhSmIo4EbCcAHV1ciAIPVB0HO6PBNxwaLAwK44YLEddkAGOKa0FEjpitRgasSQdS4P1jdUAAyAEbER+G3+GNgG+AEMUKmwEoD16FJwZGso8W1w8JmBhIkigGbzgJmRuiZODicH3IChMDNZQNgqI84M0AF2sYUXDPuA5ZJ44ZGXBRitWDNxChJuOBQ4EbGCEC4J+GaNAWgAesjRq8C5o0FDMHxiDGEbgXTNaANMaoV+8UXWJugB9mMAYMsMLoWI17hvg4WxMpBfyEPWOOwIF4tWEycWjB+zPwOiyTkiwEtiEvEKFYFMIdfknrpCSWgAKaKoRKIQAKAB3R66EzgZgIkwPWEkV7pABguCaAASxEsaTiOyZSPZK4GrhIBGFyhcAEBLN73vvcJBMBaAnchXFiw3NgAGM4N1yBGNmK0JEZZBgsgER0wrHyI7cHvyIYOywXWiN+KPwYsMLCAwTKGtAhIuglrEtxNOAaWZB0tIA3wAtA95JBD5DjxoyCnAzBcOyAISUTRTohVgzsQ7QRQjrfQmHuNt+LBsgMLD9xngE2AKCxBsDoihssUpLoABAGCAc5BVyHi8ABZuF+MYkQAP64FgIpri48RBMgigB0wjrxbCOiHGxPWr2Agvzk3QBgWUIxmNaMgIVeMtMR5AOEothawYCJWWK3wRwegC39oQBaw/MUXxMRBNogRhCsW1s74AoiGZRJueVh8YUFGewBOEcCPNfQdxegFXJYmnYo5Hqy6GEyhRSXgkgQUwFxqLb3WgpUAIAfxLgAcxDbBWoFM7YjdSRfAcLMAIEALYoJgDUAngw7VwFCyEWqwuqCDNq4mxCWhY0dqBxQbAEOQPNxtSCcBl5YZ4RlsBHTwABKcDxCF60EHCesHSvwx0PEDoOCyQkeOzhWWLZMLCh1uMgDDOXDvu3btEisgOvWwAIYUGYiBQ1wSOniAKlySGLEJV1qiEg9gcLfiOmGZAdTOnj1bRoECpoJpHKAHsHABXlE/WKAvAFtYF3FNiI0CSCGWD8CWKA8Y4A4QZuojRhCyS1ZghYIFCpY5WB0PPPBAAcJgfi5bAAueA9Yo3DNcrDieieuKvw4AKGK/4CYNpqSIrwc3JdoTMI58dIApABnuLdFURInuF3KOl3HBviz0wlQCvgQUwFQVVAIqgRkhAVi+0MkjealJzApLESAEHT5yc2lRCagEVAK5koACWK4kredRCagE8ioBABhi9RB/BdcpLFSwMCKwHi7TRAlN83rBenKVgEqgqCWgAFbUzas3pxJQCQQlgPQLiIfDKFMUBN/DrYlRmFpUAioBlUAuJaAAlktp67lUAioBlYBKQCWgElAJsAQUwFQNVAIqAZWASkAloBJQCeRYAgpgORa4nk4loBJQCagEVAIqAZWAcwC2a1cfjY9PRN5yra31PLy7N/Ljun5AlUvyFlTZJJaNykXlEva9pzqjOlOMOlNaWsIzlkzOjRt/j84BGCApGwDW3t7A88H1hNWBoq+vcknexCqbxLJRuahcwr4YVWdUZ4pRZwBg+OMiWVEA8yWjLwB9ARTjCyDsPUVRX58lfZbC6pHqjOpMMeqMAphlq+oLQF8AlqoSq6Y6ozoTRmdUX9SaHEZfUFd1xm2dUQCz1HhVdO1MLVVFASyFoPRZ0mdJn6WwElCdCSsxF94zCmCWrepCY1reSqTVVC5u/wUWqTJYHkx1RjtTS1XRP2b0j5mwquKUziiAWTavdhraaViqilMvgLD3FEV9fZb0WQqrR6ozqjPFqDMKYJatqi8AfQFYqooCmP7VHlZVpL6+Y9SaHFZxVGfc1hkFMEuNV0VXALNUFQUwBbCwqqIApjqjOpOWBBTA0hbbj3/8Y7rllluosrKS3vnOd9KnP/1pWrFiBX35y1+m3t5eOvLII+myyy6j8vJy63NoHjBrUUVSUcHU7RdAJEoQ8iCqM/rHTEiVUetgEoHps+T2+zdvFrCHH36YrrjiCrrpppuopqaGLrroIjrzzDPpyiuvpK9//et06KGH0qWXXkrLli2jc845x/p5VQCzFlUkFfUF4PYLIBIlCHkQ1RkFsJAqowCmABZWZZzQmbwB2NVXX81T++ygL37xiyLYG2+8ke666y7avHkz3XvvvbLtiSeeECC7/vrrrYWvAGYtqkgqameqABZWkVRnFMBUZ8JKQHUmrMRceM/kDcAeeeQRuvzyy+mGG24QC9iFF17IUwiN0+DgoFjFUNauXUuf/OQn6e677w4re62vElAJqARUAioBlYBKwFkJZHUqouuuu45uvfVWam5upmOOOYYeffRRGhkZmQJgF1xwgVjGbEs2LWArV6yl//3Wj+iMD5xGhxyx3PaSirqeC39l5KsBVDb6V3sY3VN9UWtyGH1BXdUZt3UmbxYwBNl3dnbSwoULRYKAsVdeeUXcjvfcc49sKzQX5GuvbqSLzruYNm/cQqe/71T6xD9+jOrqa8M+M0VVX18Abr8A8qGMqjMKpmH1TnVGdaYYdSZvALZy5UqJ/8IoyIGBAfrgBz9IX/va1+irX/2qjHw84ogjZDTk4sWL6eMf/7i17LNpAevo6OFrHaTrfnAD3XrTb6h9dhv986UX0dFvOtL6+oqtor4YFcDC6rTqjHamqjNhJaA6E1ZiLrxn8gZgEOZVV11Fv/vd72hsbIw++tGP0tlnn00AM4BXX18fLV26VEZKIk2Fbck2gJnreOn5lfTtr11Ja1evo5Pf+Rb69MWfoKbmRtvLLJp6Lih5voStstFOI4zuqb7oHzNh9AV1VWfc1pm8AlhYZbOpnysAw7UMD4/Qjdf+im667mZqaGqgz3zhU3T8W99EJSUlNpdaFHX0BeKmDXgAACAASURBVOD2CyAfSqg6o2AaVu9UZ1RnilFnFMAsW3W6F8CqV1aLNeyVFa/Rm99yDH3mi5+m1rZZlkd2u5q+GBXAwmqw6ox2pqozYSWgOhNWYi68ZxTALFs1VWOOjY7RzTfeRj/90Y1UWVFBH/30ufSes95FZeVllmdws1oqubh5V9FctcpGO40wmqT6on/MhNEX1FWdcVtnFMAsNd5W0Tes20j/880f0hOPPk377LeE/umSC2np8gMsz+JeNVu5uHdnmV+xykYBLIwWqb643ZmGaeuo6qrOuK0zCmCWT0IYRZ+YmKC/3vcQff+/fkLbt+2gU99zCqesOI+D9Jssz+ZOtTByceeuorlSlY0CWBhNUn1xuzMN09ZR1VWdcVtnFMAsn4R0FL2/r59uuPqXdMsv7qBazhf2iX/8KJ367pOptLTU8qyFXy0duRT+XUVzhSobBbAwmqT64nZnGqato6qrOuO2ziiAWT4JmSj6mlVr6Xv/+QN67qkX6MDl+9M/ffFC2veAvS3PXNjVMpFLYd9Z5lenslEAC6NFqi9ud6Zh2jqquqozbuuMApjlk5CposMtee/v/0w//N611N3ZzW7Jk+mjnzqXZrW2WF5BYVbLVC6FeVfRXJXKRgEsjCapvrjdmYZp66jqqs64rTMKYJZPQlSK3tvTS9f/5Ca6/Ve/pcqqSjrnY++ns845Qz67WKKSi4v3nuqaVTYKYKl0JPi76ovbnWmYto6qruqM2zqjAGb5JESt6Bgt+aPvXUcP3/8ozZk3W+LDTjz5OOeSuEYtF8vmcKKaykYBLIyiqr643ZmGaeuo6qrOuK0zCmCWT0K2FP3pvz1LP/ju1bTqldfpoIMPpAsv/jgdsGx/y6vKf7VsySX/d5b5FahsFMDCaJHqi9udaZi2jqqu6ozbOqMAZvkkZFPRMRfm3XfeR9f+4HrataOT3nrqiXT+RR+hOXNnW15d/qplUy75u6tozqyyUQALo0mqL253pmHaOqq6qjNu64wCmOWTkAtFR9qKm376f5JRnzho/92cSf+cv/8ANbcUbv6wXMjFsokKrprKRgEsjFKqvrjdmYZp66jqqs64rTMKYJZPQi4VfduWDgnUv/vOe6mquorO+vAZ9P4Pv5fqOJdYoZVcyqXQ7j3V9ahsFMBS6Ujwd9UXtzvTMG0dVV3VGbd1RgHM8knIh6KvX7OBrvvhz+n+ex+kxqZGOvtjZ8n8koCyQin5kEuh3Huq61DZKICl0hEFMDsJ6bOkz5KdpkzWckFnFMAsWzWfjfnKitfomqt+JvNLts1upY984mx6x+knF8RE3/mUi2XT5a2aykY7jTDKp/ritjUjTFtHVVd1xm2dUQCzfBIKQdGfeeI5uppBbMXzL9OCRfPow+d/iN72jhPzCmKFIBfLJsx5NZWNAlgYpVN9cbszDdPWUdVVnXFbZxTALJ+EQlF0ZNR/5K+P089+dCO99spqmrdgLn2YA/VPftdJVF5ebnk30VUrFLlEd0fRHUllowAWRptUX9zuTMO0dVR1VWfc1hkFMMsnodAUXUDsgcfp5zzZ98svvSrJXM/+6Pvp7ae/jSorKyzvKvNqhSaXzO8ouiOobBTAwmiT6ovbnWmYto6qruqM2zqjAGb5JBSqogPEHn/4SbqBR02ueOFlap/TRh867yx653tOycn0RoUqF8tmzWo1lY0CWBgFU31xuzMN09ZR1VWdcVtnFMAsn4RCV3SA2JOPPSMg9sKzL1Fr2yw669wz6F1nvCOr6SsKXS6WzZuVaiobBbAwiqX64nZnGqato6qrOuO2ziiAWT4Jrig6QOyZJ58XEHuW13X1dZzQ9VR674feLVAWdXFFLlHft83xVDYKYDZ6YuqovrjdmYZp66jqqs64rTMKYJZPgouKvvLFV+jXN9xKD/zpYSorK6W3vfMk+sDfvZf2WLzI8q5TV3NRLqnvKpoaKhsFsDCapPridmcapq2jqqs647bOKIBZPgkuK/rG9Zvo/268ne7izPrDQ8N07AlvpA/+3Zm07NCllnfvtpJnfJNpHsBlnUnzlq12U7komFopSqCS6ozqTDHqjAKYZasWwwtg185OuuPm39Htv/4t9XT10NKDD6Az2TV53EnHpp3CohjkYqkCoaupbLTTCKM0qi/6h14YfUFd1Rm3dUYBzFLji0nRBwYG6a477qFbf/kb2rRhM7W2z5Ipjt515jtCT/xdTHKxVAXraiobBTBrZdHOdFpR6bOkz1KYZ8kVOFUAs2zVYnwBjI+PSwqL2xjEMM1RBecPe8spx3PA/um03wH7WEmmGOVideMWlVQ22mlYqEmsiuqL29aMMG0dVV3VGbd1RgHM8kkodkVf+/p6cU3+8bf30SBbyJYdslRA7M1vOWZa92Sxy8VSPRJWU9kogIXRH9UXtzvTMG0dVV3VGbd1RgHM8kmYKYre29NLd995H932qztp88Yt1NLaTO9498mc2PXtNH/h3N2kNVPkYqkmU6qpbBTAwuiN6ovbnWmYto6qruqM2zqjAGb5JMw0RR8bG6O/PfIU/faWP9BjDz1BcFce+cbD6LQzT6Vjjj8qZhWbaXKxVBepprJRAFN9CSMBtzvTaO403FH0HeO2ziiAWer7TFb0jq3b6Q93/JF+zws+z2ptEavYu977dlp+yD7U0dFjKcWZVW0m68x0La1yUTAN+yZQnVGdKUadUQCzbFV9ARDBKoag/d/depdYxZB1/41vPoJOevtb6E0nvpGqqqsspTkzqqnOaKcRRtNVX9y2ZoRp66jqqs64rTMKYJZPgir6VEFt29IhVrF7//BnTmWxRaY8OvHk4+jtp7+Vli4/gEpKSiwlW7zVVGcUwMJot+qL251pmLaOqq7qjNs6owBm+SSooicWVGtrHd179yMcuH8vPXDfQzQ4OEQL91ggIHYyT33UPqfNUsLFV011RgEsjFarvrjdmYZp66jqqs64rTMKYJZPgip66s60v6+f/soQdjensnjuqRfECnbE0YfS2071XJS1dbWW0i6OaqozqXWmOFo6mrtQfXG7M41GC8IdRXXGbZ1RALPUd1X0cJ0pMuz/8Xd/krxiWzdvo8qqSjrmuKPopHecQEcdeyRVctLXYi+qM+F0ptj1IdX9qb643Zmmat9s/K4647bOKIBZPhWq6Ol1pgjUf+m5lXTfXX+h++99kDp3dUm82PFvfRMH7x9PhxyxnMrKyixbwa1qqjPp6YxbrRzd1aq+uN2ZRqcJ9kdSnXFbZxTALHVdFT3zznRsdIye+tszDGP304N/foQG+geotW0WHf+2NwmQHXTwgUUFY6ozmeuM5eNZFNVUX9zuTPOhhKozbuuMApjlU6OKHm1nOsTB+o8++Df60933S0qLkeERyS/25pOOFRg7+NCDqKzcbcuY6ky0OmP5qDpbTfXF7c40H4qnOuO2ziiAWT41qujZ60wRvA8IQwD/Yw8+QUNDQ9Tc0sSB+8cIjB165PJp56O0bMKcV1OdyZ7O5Lwxc3BC1Re3O9McqMhup1CdcVtnFMAsnxpV9Nx0pgM8EfjfONkrYAwWMrgpG5oa6GgO3D/2hKN5OqTDOYbMjdGUqjO50RnLR7jgq6m+uN2Z5kPBVGfc1hkFMMunRhU9950p3JRPPPo0PfAntow99CR1d3WLJQwWMYyoPOb4o2nOvNmWLZj7aqozudeZ3LdydGdUfXG7M41OE+yPpDrjts4ogFnquip6fjtTBPC/+PwKeuSvj8uyfu0GuaC999tLQAxAtt+B+1Bpaalli2a/mupMfnUm+y0c7RlUX9zuTKPVBrujqc64rTMKYHZ6TqrohdWZrl+zgR55gGGMlxeeeYnGx8dlROUbGcSOetMRdNiRh+TdVak6U1g6Y/mo562a6ovbnWk+FEd1xm2dUQCzfGpU0Qu3M+3q7KbHOYj/4b8+Rn975CmJG0NusYMOOVBixt5wzOG0z/5Lcm4dU50pXJ2xfOxzWk31xe3ONKfK4p9MdcZtnVEAs3xqVNHd6ExHRkboxWdXcOzYUwxjT9NrL6+SC8eoSkyL9IZjjqAj3niYpLzIdlGdcUNnsq0HtsdXfXG7M7Vt5yjrqc64rTMKYJZPgyq6m53pzh276MnHnmEYe5Ke5IB+ZOJH2We/JXQkW8YAZUgAW1VdZakJ9tVUZ9zUGfsWjram6ovbnWm02mB3NNUZt3VGAcxOzzUGLImcXHoBIE7stVdW0xPspsTyAlvKxsbGqKKinJYuP4BHVx4sywHL9o9krkqXZGP5GERSTeWiYBpWkVRnVGeKUWcUwCxbVV8AxfcCQALY559+kZ558nl6+m/PsrtyNWHuyqqqKokf84BsOe2/dN+0EsGqzhSfzli+LtKqpvritjUjrUbPcCfVGbd1RgHM8gFQRS/+zrSnu5eee+oFBrLnGMieo9dfWyM3XVNbQ8sOXUqH8sThy3mKpH053UVlZUVKzVGdKX6dSakEISqovrjdmYZo6siqqs64rTMKYJaPgir6zOtMES/2LFvHYCF75onnaN3r60UIFQxfBxy0n0DZskOWSgxZQ2P9bgJSnZl5OmP5OklYTfXF7c40k7ZPd1/VGbd1RgHMUvNV0bUz3bWzk0dYviSxY8g99sqK1ySGDGWvvff0gMyHMmTonz27kTo6eiw1bOZU02dJn6Ww2q46ozpTjDqTVwC744476Mc//rHI9fjjj6cvfvGLtGLFCvryl79Mvb29dOSRR9Jll10WKv5mx45eTso5EbatUtbXF4C+AOIlMDg4SCtfeEVg7IXnVtBLDGZ9HFeG0ja7lQ45/CBasu8SOpCD+pGlH65MLaQDWpIogb5j3LZm5OPZVp1xW2fyBmADAwN0wgkn0F133UWNjY109tln02c/+1m6/PLL6etf/zodeuihdOmll9KyZcvonHPOsdZtBTBrUUVSUV8Ak2KENWzNqrX0PAMZcpG9suJV2rBuk1TAFEmL995DXJcYZQko23OvRZIwdqYV1Rn9YyaszqvOqM4Uo87kDcBg4TrxxBMJVrDW1lYBsEsuuUSg69577xVZP/HEE3TllVfS9ddfby17BTBrUUVSUV+M0/8F9uorG2jli694ywsvyxrB/iiwiMEyBijDSMt9D9iH5i2YQyUlJZG0TaEeRHVGO9Owuqk6ozpTjDqTNwCDMG+44Qb61re+RdXV1XTUUUfR+eefT9/85jfppptuElmvXbuWPvnJT9Ldd98dVvZZqb9z2y76yWU/pea2Jtpz/0W0x37eUt9Yl5Xz6UGLTwJIc7H29Q3stlwhlrLneb3ypddodGRUbhbB/Acu20+Wpcu99R6LF+R8GqXik7zekUpAJaAScEsCJdxhRB9QxTJYuXIlfelLX6JrrrmGGhoa6POf/zztt99+9NBDD00BsAsuuEDclLYlmxawNau20G0/vI3WvbyOurZ7GdVRmtubaf6S+bIsWLJA1k2tTUVvycC961+myTXTVjbDwyPiukRQ/6srsayi1ZwCY4S3o9TW1fBclnvTvlgO2FvmtVy0eGGo2Ejb5ycX9WzlkotrKaRzqFwyf5YKqT1zcS2qM27rTN4sYFdffTXt2LFDAu9R/vKXvwiMbdmyhe655x7ZVsguyL7uPtq4eiNtWr0ptmzftF0SeaLUsVUMIDZ38Vyat+c8mrvnXJq9cDZVVKXOH5WLBzeqc+gLIDsvgNHRUVq7ep3AmIAZz2m56uXXaWhoSE6I7P17cAzZkn0W0168LNkXy14yx2WhuzBVZxLrjMolO89SVO+6QjyO6ozbOpM3AHvwwQfF/Qh3Y01NDX31q19la0q7uBsx8vGII46Q0ZCLFy+mj3/849a6n00LWKqUAkMDQ7R5zWYBMgNn29Zvi7mXSkpLqHVuq8BYbNljLrXOa6XSslLreyykivoCyN0LYGx0jNav3UCrXn2dVr+6hpfX6XW2nHVs3R67iMamRh/GGMz29sAMwf9w8xdKUZ1RAAuri6ozqjPFqDN5AzAIEykobr31Vv5rvoKWL18uEPb6668LePX19dHSpUvpiiuu4KzjldayzyeAJbpIjIzbsXkHbVm7RZat67bKGtuMtay8slysY0Ewm71oNseaNas1w7rlC69irjqN7q4eydqPBa5LwBnAbHBgUIQCi9j8RfNoCQMZrGZ77LVQ1ov2XMh//OQezHIll8LTiOmvSOWSuz9mXNONZNerOuO2zuQVwLLxEBQagCW7x+GhYYJ1TMBsHS9rPEDr2TWZuLOyupLaF7R7y8J2gTR8bpvfJtnYC6HoC6AwXwCYeHzLpq1iJVv92lpZr1m1jjZu2ETjY+Oxi0bCWIEyjilDWgzv8yJqam7Mmnqpzqg1I6xyqc6ozhSjziiAWbZqrl4AiC2DlQxwtm3jNurY0EEdGztoF4/ANAWuzFmzZwmUCZgtYDDzAQ2xZ7ksuZJLLu8pqnMVomxGRkZo4/rNMq2SLGvWy6jM9Ws2xOLLcP/NLU0xMAOULVzEA0z24JjG+XMyDv4vRLlE1eaZHEflUph/zGTSptneV3XGbZ1RALN8QvKt6MODw4Qg/20bGMx4MWAGODMpDHArNfU1ElPWNq9tyhrbAGdRB2jnWy6WzZeXai7JBhazbVs6GMYCYLbaAzSTtwxCRKzi3HlzBMYEynwwW8jf58ydTWXlqRPLuiSXXCqOysXtzjSXumLOpTrjts4ogFk+NYWq6HAndW7vjIEZYssAalhj+0RgWqaq2ioPzHggAIAsCGoNLQ1pwVmhysWyWbNarRhkgzjFrs5u2sgZ/Tes58ElvN7Ia2T4x3qgfyAmQ2T1n8uJZI21DHA2jy1mcxfwoBN2dVZVV0ndYpBLNhRH5eJ2Z5oNnUh1TNUZt3VGASyVhvu/u6josIzt2rqLtm/xgEzgbLP3Gdth9TAFMWUts1to1pxZsm6Zw0vge21DbUJAc1Eulk2ecbVilw3gbNeOTgazjVPAbNOGzfJ9cNBLmWFKa9sscWEuXrKQWtpaPTjjZR4DGubOnInTMgXlU+z6kskDpbJJLD2ViwJYJs9V5Pu6EoQf+Y2HPCBSGuzq2OVBGVvMdm7dKXFmADOsB/omLRs4dFVNlQdmASgDrO213wKaKK+gZIAW8rKKqvpMfjkCznZs30lbNm6lzTwYYMsmHmTif962ZRtt3dwx5Q8AwBcGBHhANodmz+HYxrkc48jLHF7aZrfxaOjCGHiSLSWdyfqSSqYqGwWwVDoS/7sLOqMWMMtWdaExLW/FqtpA74CAmAGzGKD52xCTFixIpYG0GU08TRNmATCfg+vquuq03JxWF1yAlWaaztg2AeSyefMuiTnbzFAGOAOkbd7AkCawtpU6d03ONGGO29La7IGZgbM5bQJpZmmZ1ez0lE2qL25bM2z1P8p6qjNu64wCmOXToIo+KShYN/p7+gXOxjkz+7rVm2VqJsScYY2le1f3lPgz7I20GlPArN0DtcZZjbGlmCxpqjPp/9WONC0d23jQCUPaVl46tnbIZ1k48SzWJs+ZOUt5eTm1z2kVQGvnpbV9lrg24fpsa+c1f5/FnwvVkqb64nZnatmVRFpNdcZtnVEAs3wcVNHDdaZIQNuzsycGZQbOYpC2o2tKzjNzdIyiw4AAQJlZN7bw51neNrO4AGqqM+F0xvJRlGr4I6C3p49BjN2ZAmgelAHUzPcdHTsJUzrFF8wWIHDGC+Cs1YczA2kCarNarEZ0hrnmVHVVX9zuTFO1bzZ+V51xW2cUwCyfClX06DtTDBLo3tlNXT6M4TOgDWtY0OQ7J6aFOzS+GFATSAOg8bq+uZ7qm+qprqlOPjc0NVBdcx3V8GTWUaffsFEb1ZnodcZG7qYOIK27q5u2M4gBxnZ08EAUrDk2zdvG3/nzzh08ICWQnBb7Q1+aZzUR3JotDGOyZheo99185u28rbm5KRJYU31xuzMNo5tR1VWdcVtnFMAsnwRV9Px1piNDI9TT6YOZgbQAoAHUejt7xS1qpncKXi1gTaCM4Sy2+LAGUMNvDc0Ma36dcp7oOoqiOpM/nQnTfrDWdrE+bWcgw2IgbSfDGUZ57trpL/zZTIYePD5grZFhfwqYBYCtkWcVwMwC3tJEdfW1CWPVVF/c7kzD6FxUdVVn3NYZBTDLJ0EVvfA7U3SkgDDAmCxdgTV/7uvqE5Az69Hh3d1TuEsMFqhrqJORnUhei7Usjfwd23lttpnfE00NpTpT+Dpj+fhLNcA98p4JkE0BMx45HIA08zmYIy14HiSzhRsUQNbMiwG0efPbeYqx6tj3SWhrpGqeszMfVtww8slmXX2WiutZyqaumGO7oDMKYJaa4EJjWt5KpNVclQs60+GBYQ/SzBKANoAcpoXC2nyOH/kZFGRFVcVUWGNga+NcaiUcGA5oA9RhlgK4Q7HG91q2hGC/mdaxuqozYR+cwcFB6tzJg1I4ka1ZumOfp27H7z08qTr+iEhUAPgAMljaGho893o91o1YeJusvQXbUQ9rWNuKIb/aTNGZsDqmclELWFidyWp9zQOWVfHudvCZ9AJAzFp/N4MZB38Hwcx8joc2xK4lc4saQcI9KnAGMOMl9jkO1oLwFoO42upIYo9yqzGaCT+ZvFtb62jN61sZ1ibhDMCGlBwG4DAtVE93D/Vi3cML//GQyC1qzgG4B4QZUJuENg/W6urr/IWtu/I5sK5jSy8vpaWluVaRGf2eCSPsmfT+DSMX1HVBNmoBs2xVFxrT8lYiraZymf4vsK1buiSpLZbB3sHYZ9nGgDbYx9t4bb5P2c51kDB3ugILWjWDGBLlypqnm4K7StbTbY+rF1Xcm41yqc4kllK6ckHKDoExhjKAWXcQ0BJtY2jz4C25xS14hbX8h4HAGcNYENIAZwC2+ing5kEcfqth/aut9daZulDTlY2NPrpcR+WiFrCC0l+1gOW2OfQFkL0XANykI8MjAm79ff27wxoAbmCQhvqHaLCf1wND3hL4DsALTjmV7GrFEhcEOAa6yppKyd2GORyxjn3G9ir/O+rhc4K6yaBOdSZaAEv3iYd+wXrW18tudl76evuo119jG773sd6Z32RbH2/jdS9+w378OwAwVYElDhBWW8tWXgEztviaBdthAa7xXfTyncGN12Lt5e3zF7TytY7HvqM+8r7N9KLPUvbev7nQLbWAWUpZFb0wOg3L5iqIaoWgM+hkMdhgCqgB0OLATQAubjti3rAM8ZyO5nMqi1xQ8IA6A2oANANy9TyIgf1aHtQxvMGKh6WycvIzYp5i21En8B2fsR9mXygE91hUylYI+pLOvQzzHwkAMQG2ALgNsE4N8qCFfl4GWN/kjwhZ47tv9Q1+Rz3eJ9FI5kTXVcGjlcXay38gVFezlY3X+Czfebv5jnU1/6EQ+y1QN1YnUB/1AH/QsUKPn3NVZ9LRs7D7uCAbBTDLVnWhMS1vJdJqKhe3/wILqwyIg4PFAwMYAGYjgyNTAC0Ga/w76sEiZyDO1B3n5Kh9PQOyHSlGYOXDcdMpsLIZUDNgJt8NsPlrA2zYDnCrqOA174vPU9Y4Hurgt8Dv2FZWUSb7YZ0N8NNnyRtpikncMYLUWxjY+vupsqKEtmzeKdsAdPiDAWvoG+rLHxT+Z2/N8Mdr+ez/NpKGjqHdPYBj0KsCxPEfDfyHAmZTkD8usOC7rKduq4r95v1xMbV+hRzP7IPzyHf/DxFb/VKdcfv9qwBm+dZXRVcLmKWqxKqpztjrDBKhAsRk8aEMa0BcbFtgu/w27AMctsftA6tf/L74DtCLT7oatl1RH9a9eECLhzbz3cCbfGe3GQAO+8sx8N3/3NxSRwODo5O/cX3zW6xuYN8p+/N2HAspLoqxRPEswXoLl+sg/1HgwZkHaQbUAGuw1GFtwC0GcT7Iwdo3zMfw1vxHBuvgEHTU10f5zn9YJBvNats2aEsAXIUBO1iHAXj444B/kz8weKnjATwTEyWii/jjAFZB+QOC66Cu+UND6vu/l/N6t9/8Y+I4lajn/xESf0yXRmxHoTO27ZVuPQUwS8m50JiWtxJpNZWL23+BRaoMlgfLt84AwDBFESANy8iIZ4GTJbBtbGQsZp2T7f4+Ut+vFzsO7wtQlH3M74Fjym8MAKiPNerZutosxSrVSkpLEsKdAcYY+HFHC1iT72Vs0ePP5jusL9gu3/FbOa9L/bVf1+xj6sXqJjumOVaCY5p95ViBc8s1+SMw860zYdoAddHGw6wHAmk+qHlrthgD4MwfEPgOFz+Azoe3EV7jM+pIXR/2oFdiLWYdwjbo68TEOEMjW6Lxh4uvx/KZ62AdtY4B8MoY1soDfzwA9vA92XbzR4ZXz/ujYtp9WMeCx5ru2KaeWKbNNfk62N7eSF1dg6LDskCPzWd/DR3LJ1QqgFk+Wa69ACxvK+NqKhcFsLBKpDrjSQwgGISy5qYansey0wM0H9JiwGa2AeK4443txyBn6k+p628PbjP7xer71kBYa8y1YMAGfsd32Rb8jb9H3aHb6A4gDBCIjtJAmWxD58nAaT7LOn47fxco5Q5X6vpQN6Veom3+ccwxS8r88/jnwHdAaapj4ppRR67dv5bYZ/Ob/7u5l9328evJ/nH7tLY2UGdnf+wcwWNQiSdd+cMC4I8/PMYmdWeU2xa/AdbGAlAnoOf/QSG/++BnoM7olPzxEfijwnzHsdLeniQPno2epFsn9gdAEM5Y3+ASvvTrn6eDDj4w3UOn3E8BLKWIvAraaSQWlMpFAczyEYpVU51x91kCoMVgLQhoALXROGjjbQJz2Id/SwZ6sh37+vAXq8fbJ8YmZHt1dQWPvByIfZdj+tcyMe7VEWgMsW23/XhfbMP5Ux0zrM4Xen0DiQlB0QBiHPzFgJC3A/YEDv0F3431Uo6Nf/5x4usG9zFymiD8Q0wgt4msvS2y5mXcX8tnf/s410VB2+EfLF4AyXH/u9lujuEdx/ujwhwP+iN78z6lQ4k5tAAAIABJREFUDGSf/vzHaZ+le2et+RTALEWrnYa7nYZlE0deTXVGdSaMUqm+uPPHTDLQE3ADmI57EBfr7AGSfmcv2/3fpMMPfgZYJPhtt338evX1Vexm4zlwEx3DnN8HVLmW4Of478HrwrXyNceuP9ExfLABIQXrGYAJwhDOa74LKAX34etI9F1kk+S3IEQFzx08ZynDIKx+koYn7nyJjmvkY44Bq+t5l5xHex+sAGb9HtM8YNaiiqSidhrudBqRNHgEB1GdUTANq0bFpDMxCAJg+Ba+CR82DGgxefhQNQlokxA2ua2psYZnSujz6gaPYfaXbbAKGZgxEObVFzBJup8PYD6YedfkHScGlwFoC/42ef3eMcx3gRvfesVE6n+WjbvBltkm+0td2Tt2/iBUJdrfAzCA8OTxg+A15fjGoiZGNO8csOAd96nTac4Be4RVV+v6agGzFFUxvQAsb9mqmspFAcxKUQKVVGcUwIIS8Dp034XouzEn2IIkLkX/e3NTNe3Y3hPbNuHHphn35oTErPnuTsSqYfGhRFxQAjuwhviffcuTWFlg6fFdmma/mGUqwX7jYhmy2E/uafJ8Zj/xqblWxMWIeDqz9t2NcCuKa1F+8D7Htk3WgY9Sgt3xP+aKDLos8ZmFEufGnFIXMgu4QyfrTu7nbfPcodW1lTyIYdQ/rxcQJ+fwS+Dj5EbWRWxHEyGof/9T3kDVyFuYpaIAZilY7TS007BUlVg11RnVmTA6E7W+eO4wPw4LIIN4LD+YXz5L7JX53fsssVop6/mwI4AEC4MPT1bfAUaTQf44n1hiclQk3ogD6AUm/MD6EgmOR1A/4MEL2pfv+OxviwXQ+797AwD8QQCBz2nvJ9cVCLLH9QmsmOuZhBVs80CmlFo4dUlX90AgCN+vHwj+96Al7jjBbQFwikGUqR88TpI2ilm4fPCFXnkgC0j1P8eg2NMd+V0WT3/M96n7xu0vehZ3vOD+AdDGMUsYo6DLOLZY0NLQs0XvfBM177dn1rRTAcxStFG/HC1PW/DVVC7Jm0hlM7MBTILKEQSMEYkYuRhbT34eN9t55FhNVTl17ez1R0AG65j9vRFsu4FUHDgZsIoi31mwBUv9fGWIjUGAMoABa5PCIvH3yTre74m+B483WQf1EUgN0GieVcdB+MPeaEgzQtFPkSHHlW1eqgzzuwGpGFz5UFHwL9UQF4h3zLZt3R7EAGZ9qJ7wATu4FgugAImnQ8G6iX7D8QR4pj2Wd87IiwFSX18ERAGosmD0aeC7+eyDtNThz7V1VTTI6WIMYGM7YLSUR69SDLb94xioNdYxAC7re8OSRVlNU6EAZqk52pnO7M7UUk2mVFOdKUydQaeCPF5jyKXELgpZm++S34tzdvnrUc7FBHiSesizJGtvmQQrsw3WpMnfMgIg7gDKkHNJFs5h5OdfKvUTsQKGBGZiUAT48BbJpxX/Oa5usM6UfUw9ZPs3x/EhK5/5klx8lsS1CiuPADL0hRd8Rv6u2DbvN/me6vcE+wpEpZHhP/7JNGCDNgfgeGuGE9Ez/hxbewBk6k1CkQ/RAkP+vgaYfDgO1i1BCo8YLPv1sa+/Tax8XLz4L99KKtYvb5FtWMcsYJOfzbaaylKex5SntoLly+wb+GyOYY7nB5lNEU3tIYdQ5Zw56bz+rfZRALMSk6ahSCYmF1+Mlk2ecTWVTfoAJkPD+S/wUWQZ58ziACF8xhpTGnnbJ7d5kGRgyQBUPFx528OCEcCjjK1TyCBexlMXyWKy1Ac/I7lpPDQFAcqAFOoBlLCvyYzP22bPbaLO7iE+hgdX+QSejJU/4gNk81kyoCQAJMsIjUNP/O8A7+D3cQb0WF2AO36P7TsVphJ16qlEI4AjAFxOJf5aYJh1REAIMx742+s4CH9weGwqFBkLZQCexEoIqNoNqHz4CQZHpbrABL/H3JAMkzHYEetZ3HdAE4AzCFOB77F9/W34nlZB3jWW04RvFeNEcL7VDNYvDzIxH60Hi5OfY/UAgJgdoL1d9stWUQCzlGw2XwCWl1CQ1VQuyZtlpskGL2EBJGTm5rkgPXCaBCUDTJVs/u9mVxumbxlFHVigGKZGAFgBuLKN2cALspwBqQzzOwKUMG8j5ni0WHv7cV2eg6/Mnycyfi0dV4YdlM3DO9P0xUYmpk68bDxoYosj6xCACFZMWU/3HZAkYDUJVAaeECNkWwBCUxbWmynfk8BSPEwlA6wwupapzniuS0CjtwgcGSAKbBdgCv4eqGegKRRs+vBjYEhAiIEn6XdAUDw4BbcFAcuHroSy8YaEIguyv8ZIUI4XS7BNRknWz2IQq7RVjdD1FMAsRZapoluexrlqKpfiADCBJ0xhAnASePIhKgZTge+YRBuTbctvmJDb+w6Ykr+EUxRYd8p5jrtyTq6Jue6wlu+YRJuXcp7wWD77a/xWYerIeup+cKcVQ5lJz5IE/zNwj2HeRKwDnwWSBKZ4uw9WZaxXg5yI1fvu/W4D6OjYy1hfShnISxnQsQaoCzDJNn974Pvuv6PuJGSFAaRs6iXuv7W5mjp49oQJhkoBp2RrY1EKQhWAyuJ5xT0IHMEiZxYfmHaDJliTzG8GmLCP+eyv07IqCTx57kcDUCUAKUmngWXycwlvq+AJ3PFHXhC2EJifqkgNjOpkN+l48zyiyppUu6T9uwKYpehm0svRUiRSTeVSWAAGV9xw/yAvPIdcn78237Hu4+3yffK3kX4PuEyyxGR3hKDmiuoqqqhhIMIS++xvM98ZnCpreZsA1O6gNXdeM3V09IRRsxlR16VnSVzEiIVjSBqH69eAVBCogoAV2+7VTRW4LYHzvlUS8FNdX01j3CnCOonvHlR5VstgvTKetDoGXPgNQFDARSxLgCazBCAKlrqYdSoBWKV0zyGQXdyYFZ6bLQlAGaiS3wNgFdsOi1JUFmCxNAUtUOw+NdanmFWKtwlUBWEL9aaHp0lwwijRUp5QvJJGkAZEYMrbxjcY+wz3ZPw2qeel6s+J1iiAWYrZpZej5S1FUk3lkh0AQ6D4EAeQDvFf/VgAU0MCUINidUoEUtgGAEsKUPxSqeSRQZW11bJUMCQBlCprAFBxEBX3HXXg1oviRaw6k7iF8iUXWFLE2iRWTNYh1i+zBiyN8vcx3j5lzfVTue0EkBjCyxjCY+v4z4CsuDpibYqzauZLNrYvSXGJAp54Eu0gUAlETbNNYGS6YqAJECWxX97agFVDcz31DTGcGNAKrMUSlS2QCLryxAoFaIJbz/sc+y6wxe8kH7pSWaAmJPeGD0kYrcifBZTk8+R6At8FoLD2f/MSgMWkWeg6gwtVALN8wlxoTMtbibSayiU1gBn33lBPAKYYquBSGRbA8kGrz/sdC1x6yQpiloIgJRAFqPLhCmBVJZDF2+smYQvuPlix8l1UZ7ILYLBMjTKsjw7wgjVbQ/FZrFQBuApCVlJoRyoItmyWA8ABSrwu5+9ToMoAVACu4N5Ly82U5EJyrTMSG+XD0zgAiheznvI5YL2a7rkSKxQWtspgLSAV3GbAyQCWWacAqMjkIqMNAUreaMIS89nAVACsYoCV5IbFEuXDk6x5iQFTAKQmpoCWgavo3k+RySaLL0wFMEvhutCYlrcSabWZKhe46+DGG+zpp8Fuf4l97uPtHK/CVoO+zj4BKsS8JCqIh6qqr4ktAKaqBv97ndnO2/izB1Pc+TGAuVxmqs6karNkcgHAiyVKYMpfYnDFYMWANdLP+ga44t+TpSWAe0lAyocpASkAlXzHZ7iL/W3+WkbeZcuKkkoggd8z1RmxUBlrVACmEkIVgAvxUYkK3HqAKF6mQJQPV4m2iXUqSzJMKpfdLFScD0vSN3iQFQMsf5u4AROUGEz5ICUwZaxOU+DKt0QFrVEh2jcbVTPVmWxcU/wxFcAspexCY1reSqTVikkueEkjoHwoAFUDDFeT3z2wGuzhNWefThQEDNcJpq6obqilxtYGDuCsEHjyIItBysCWvw0B6Nl6OUfa0BEerJh0JhOxIP/TKFzKvf2yrioZp86tnTTCltBRLDHYGkocLM2dOuCpnK2dWASm/M+yrvG2e5+rJODc1ZIUTmGpGhriODSOYQRYmc9x2/BbsoBzY5kq9cFK4CrJ52zClFXbGEvVGEBqlBpqy6m3q4+tVgxYMauVl/ohmbvPi4nyRhxOYB2DK07bICkZAtv8KYasrq3AKrnwnlEAs1QaFxrT8lYireaKXBAbNcAvqoHO3iRrwFWfZCuPL3ClVLNVyoBVdWOdWKmwrgFs8VLFwIU1As8NULkim0gVwuJgxS4XWKAMRI2w9RMwFfvuwxW+I3g9ka6Vs6WznAF9Ep4MSAUAi+EKLsEo3XwWTZezKuIC9CFqfHCQaiuIenZ0TwEt/A6rVkJDFQCqiqETMMVr8zlmvTKABctVFvM8WQssDqxKBLDgDvTBygcusV7FHXTSSgWoQu4rY43yQGqCt3mQ5a+zZI2zvtccVXThPaMAZqkMLjSm5a1EWi3fcoHVCq7A/l0MVgauEoAWgtfjC4LKa5rqqaaZQQrrJs9yBbDygIvXDFWIr0ondirfsom0oSM8mMtyEbhiCymsVsH1cG8fjSKmjyE+IVgh9QZDVQXAarc1D4ior6U5e7RRZ99I0VtEJXs74InBSixW/lq+m8+8fXc6ZfcfoMpfxFJl4CoesgoBqswNAK4EoLhtsR5jaARY+ds8yNr9Dz8PrDxLFdYeSBnI8tat7U20Yxe/22YIVIV5DbnwnlEAs2xRFxrT8lYirZZtuWA0IODKW3qofycvWPPS539GdvMphf9EBEhNgSuBLB+0fOBCKoVsuv+yLZtIGzKHBytUuSBOb4QBKh6ugt8Ri7UbyGPEKOsbIErWdfgcAC3+jKD1VLpWqHIJoxoSa2WgaoCtfFjiACuh1Qoj/ABW1dWyCGjhs79uX9BKO7qGUsowzLVGUjdguSrxwcoDKg+yBLYSWa3g2gNQicWKzXuxz942W2tVMehMJO2Q4CAuyEYBzLL1XWhMy1uJtFqmcsFov76d3VOAKghZcBvG586D+6+upYFqZ/GCtSywYHnWLFitCiH/T6ayibShCuhg+ZKLABYsV919NNzVS8NYd3NGflmzBYvdggnhyoAV1sHPPnTFp0xIV9T5kkuY6425Bg1YBdf+5/hYK4mxCsDUFMDyt0tCz2lK3mQTAyy2Xo0Cqoz1ynzm7XHXLakUyhiqxGoVgCt/mwdY0eQny5tcwihNnuq6IBsFMEvlcKExLW8l0mqp5DLOsRwDbL3q3d5FfRzDYdZ9/L2Xv8e7Bkt5HrNJqJqErDoGrNpZjQxY9TwzhBvBxKlkE2lDOHSwbMkF1lJxC/pAFYQrfIaLcKqllBPLMkRVNtbzUkcVvMi6AYtnxcJ0Mbkq2ZJLmOuPWbD6+3lUpW/BCkAWrFu7AZaxVtWwvABUcetUcGVzfVmTjQAWYq3gHmSo8iHLs2Z5y26ABXhimPLgylvEPWhgK4eB61mTi02jFHgdF2SjAGapRC40puWtRFoNctm4bjv1be9mwGKoilv37eiZMloQAa91PDqwrrWJ6tsaZV0HS5a/VLOFIZ14q0hvKqKDqc4kFmQmckEMFqxXQ509nhWL1+Yz4GsKHLAlAhYrQFUlW0djgCWgxd8ZsAoiANsXUyZyCaOysGKJa5AhC+sxf22+xycHFeuVAat4yIK7MAfZ5jOSjcRg+TA1yi5kQJW/BnDFjxaUIPZ4wCo3sMWgBcAqkJKRXArkHrJ1GS7IRgHMsvVdaEzLW0mrGiZK7t3WRT3bdlFPRyd/7uTPnWLVQp6rYEG+qvpWhqs2hite1wfWsGAh99VMKDNdZ5K1cSq5YELl4S4GLB5U4cHV5Od4NyHyVwGuKlmvqpobfMjyLVqAeYd0LZVcwjwzAlmwYgGu+nhgANa+VQvB7lMKpv2praUyXsR6FVwDsAogoD2lbJDHyrdglYwxZAGs5LsPXIEbnoBNS4CqkiZ8sIpZs/C9gAArVZunlEuqAxTx7y7IRgHMUgFdaEzLW0labYxjZOAaBGABrgxk4fMgu3WCBW7ChtnN1Laojco46FisWT5oYdoaLTpP5nQAtm1rl7gLhzj+b2iXv/ifkf8qWJCOoZLhCoBlYEu+NzVIKoZiKWHfMcZdOGYAi9cx4GLLVrBI9nWAlQ9XQdiS1AwFPopOZLOt23MXMlR5Fix/nQiyJMidXYPlrB9wDfLagy3+LslCo8u4nk/9C6sz+bzWXJ/bBdkogFlqhQuNaXkrNMwZs3u27KKuLTupm5cerNmy1Q93YWDCUyQOrW9vEdAySz1/hkWrnBOMohSTXGzlZ1tPZcN9JFuzYoAF0GLIGuORhv3bO3nauMns2wCpqpbG2FLJgC+wxQsmXJ4JJZm+SNoGWK96eyketqZMyMyWqrK6Og+yeC2Q5a8BYM4UWLMQiwXQEmvWMFXQGM9POeBN3OwXz5IFsGKo8kHL+wwrVvFA1nTtpu+Y5NJxQTYKYJZvJRcaM/5W4BoEYHUzbHlrb5GRhX7BCC7AVeMcBi0sAKx2b6liV2Kq4qJcUt1TVL/PJNlgMudBjgEc4mVwB1tM8Zlha4rLEJOBs6uwcc4sIraaesDFliweXIGs7TO9tLbU0ta1W8RlCNiKrRm+giXmJgxCFn9G6oZCt2RNuREBLd+KNcIpJmDJGuUg/7jAd2Rrr6itoeFxhqogcCEnVpFYstLV/Zn0jgkrIxdkowBm2aqF3JjDPBdc16bt1LlpB3VvngStYGwWLFYNc1uoce4sga3Gebzmz4jRKs0gxqOQ5WLZtFmrVoyyQRA84AqQ5cGWB11I7xCDep7yBlBVNauJqnmBNQvfYc1CepBilEsYJYJFSyxZvkXLwNb4AAYR+EdisJC4LFi06tkKiMW3buUi6D3M/aSsC6u6wBVgC6DFkDXiuxBj1iz+4FuyJso5hMGAlrgMS2e8ziST8Ux/lly3DiqApXx7eBUKQdHH2WXTy/FZnRu3M3DtYODi9cYdkkPLFCQXFciasrRQLcfMZGN0YSHIxbIJc17NZdkgiBsB8IPsmh5kd6GxaiHFgykIcBfI4pGsVbxUtzbLZ4w2nM4S47JcwihRLEarp4fdrpML3ImTQvRBiwGrYfYsGiypENgCfBVC8HuY+5URqJiPENYsXmDNEtgCeAVBS2KyqmiiwoCWt57OmjVTdCaUvAukXwp7zbmq74LOKIBZakOuGxOTPotVy4ctfO5i6xaSSaLg5QxLVhNniG6a30bN83m9oE2yvefSDZFruVg2V0FUc0U2Y8MjHmR17KIBXrCGZWsioGuwYgGuAFkebLFliy1a6UCCK3IJo0Ri1YJFC4sPW+O8nuAJt00R1yEsWQ08eMC3agVByym5+FatkhEeMAHQAnDx5ykxWrHgdx+0fOBKZ5ShU7IJozgZ1lW5JBegC7JRALN8ALLVmPgreaCzj3at3+YvHbzumDLqEJndBbICsNXAcTRlFdFkU7YUQcJq2ZJLJtdUKPsWmmyga4jJMpBl1kj3YAqC4at54EV1WzPVYM0L3IdRzixQaHIJqy/jPAH0WDcPJsBiYItdipOkxcHwgCwDWv46VSB8wcoFIw8lRsuHLLFuwarl+UslGJ7hyrNoYc3xfHAjZhDaEN8mBSubsMoTcX2ViwJYxCqV2eF27ODg1XETSJHZsYJ7R6Ho6ADhLty1jmFrA4OWvx5ia5dYtTjuA3FaLQvbqRkLW7Sa2LKFeQ0LtUQhl0K9t0yvK5+yMbDVv2UHDWzlgRdbec2WrTEeAWsKLFgCWzzgwsAWEpdm24KaT7mEbdMpsOVDF5KXmoIkpfGwJVatNILDC0IuAltsyfIXAS/k0/KLJCk1kAXo8uO1sh0MXxCyCas8OaivclEAy4Ga2Z+iUAAMHSCSlHqWLVi1vLWZegfxWIjTatljtgAX1gAuk97B/o7zW1NfAIXxAkDuLIBWP0BrGwMXg1csnxbDgFi0OMYoBlttLTxBdH5SExSqzqSCLbgQyxobpyylEaZ3yLlcOM6PczsIbNGwD11B2EIeLVizBLS8tcxjmIeSc9nk4R7TOaXKpTDev+m0HfbJmwvy5ptvpp///Oex696wYQO95z3vobe97W10xRVX0BDPOXbqqafSZz/72VD3li8Aw0jEnWu30g4eRr5zzVb5bEYhIvN747xWalnEoLWIgYvXcCm6MqfhdA2gL4DcvwCQ8sGDLAaubQxcvB7h3FqmwGVYM6eVl1lUy2tAVy7nNEz1wBaCzmCQAVyIo11dNIaFPweD4zH1jsBWU5O3ZjdiKScszWbJqlwQsyXB8Wy9M+tgcDxSOjBsTVTyItDFS0QTRkchs6zKJooLzNMxVC65f/9G2dR5A7DgTbz66qt00UUX0c9+9jM6++yz6YYbbqB58+bRBRdcQB/5yEfohBNOsL7nXAAYJv3FKMQdAK01Wxi6tlLP1l2xa2xkN+KsPefSrMVzaBZbtprmcbb4AojXshZiiIr6AsjuCwCW1KGdXdTPgzD6N3sLEpuaAjciQMsAV007xwbmybJlqza51hnIcJyn3xnr7JwCXGbeSLgRy+MtW1mGrUSyilQuyKU1zLAlli0fukzMFpKU+qAVg608WbYKVWdsryvf9SLVmXzfTMTnd0E2BQFgH/7wh+ncc8+l1tZWuuqqqwTEUG6//XZ67LHHxCJmW7IJYOtXbaVHf3Y37Xh9M+cK9EYjVjXUUKsPW617zqEWXmbSVDwuKLmt7kRdLx3ZwLqFuK3+TR0ecPHncR6liIJ5D2vZklrLQG+Aq5y3uVbSkUuYe8TIw1HEa7Fla5ShC+uJYc47hYJs8WzVKodly1/D2lUIJW25iHWLQQvA5a9LkA6CiwTIx2CrxrNsAbbSiFHLp4zSlk0+LzoH51a5JBeyC7LJO4A9/PDD9J3vfIduueUW+u1vf0t/+ctf6Nvf/rZIFb9dffXVdO2111qrcjYBbN2qLfTUr++nulkNbOGaQ62L51Itf04n4Nb6hgq8ogtKni8RppINLDPDXb3Uv7GD+jZ7wIWkplIQt8WpHgBbZsH8h8Wga6nkEra9xhmuRnfxAANYuLDmkYnGuiXJTAFazc2eO5HTP6STOiPsNaVT31ouY8i1xdPyMHCVsIVLoMtYtxiuJioYtCprvDXithyDrUSys5ZNOoJ3eB+ViwJYRur7mc98hk455RQ67bTT6M4776T7779/CoBdc801hEWLSsB1CUzw6Nw+HonYyRbUzjXeMswTUqOUc/qHpj3mUOOiOd564WzZpmWqBACtI719nKsMgw2288jO7TTS7aXRAFhVtbI7djbHv7Vz7Fsb3LHuWQjj2xyAOdLXwylEennhhK5D/mTlDFblNbVUXltP5XW81HLW/ArVGX1mVALFIoESfuFFn9PBl84wv1gQ33XfffdRLf+l+vjjj9P3v/99+ulPfyo1Cs0F2dExmXG+WBo40/vQv8CSS7B1Vh2tf2kd9W3cJgvcimODniusvL6G6hbMprr5vCxol+SmxWDdstGnMDoj8VucY2t0506xbsGlOMEDdAS4ysupjC1b5S0tMQtXoVq3rOWyjeP7YvFb/Z6Vyx+ZOFFS6lm2/EXcidg2A0oYnZkB4ojdosoleWu7IJu8uiCff/55uvzyy+mmm24SKWLkI6xh119/PS1cuFCC8N/3vvfJaEjbkk0XpALY7q3ggpLb6k6m9TCyDqMTe9dvpT5eBrZsp7FhLxYHk1ALcPlLqul6Mr2WQt5/Op0R4OKpegS4fOgy8VsSLB8ALmSVdx5a8fctgGuon6pLhmmop5tKkIuLi+TcEtiqFeiS5KZF4E5MRzf1PZNYaioXBbB0nifZ5/e//z3dc8899N3vfjd2jEceeSSWhgLWsUsuuSTUS1YBLO3mSGvHmfwCkBGKHLMF4Opdv4X6NmyLBczDotW2z0Iq5al7AF0VddyBahEJBHVGgIsTm04BLmPhYvdh+axZ3sJWrjK2khdF8YGLhtnCxeBlAuaRKX+sjK1aVQxciN9KMT9iUcjC8iZm8ntmOhGpXBTALB+h3FRTAMuNnM1ZZtoLAEHzgK3edWzl2rA1luwU6SDqOH6rnpe6hXMEuGaabGw1r6Whgra+so5GdnCyWLZyTXCKCJQSTv0QBK50M8rbXkfO6sGiBdAywDXmuaEnkA6iChauOppg6GrjxMzbt09OC5Wz63PgRPosJW4klYsCWEE9vgpguW2OYn8BIC0ELFw9azYxdG3hgG8v4Wl5bTXV7zHXgy4GLgBYfCl22dhqGlyziN0a3b6dRhm6ZJQigIstPhK/5Vu5SutyO5G87fWHrge3ImK3hvpkkcmqBbiQEgLuRF4YuOJdiqovbnemofUkgh1UZ9zWmbzGgEWgf7sdQgEsG1J1W8nDSEQmR0cc19rNDF2bJTUEUhqUVpYzaDFw8QhFgFdVS2NK1/hMfTnGAucZtoyViydolfglBM037zGfhqrrJcO88zFcRrmQVV6Ai0e1DvOadUZGL5kYLgAX3IrTxHDNVH2xeT5VNmoBs9GTYB0XdEYBzLJVXWhMy1uJtFoxyGWkb0CsWwJdvJgJq6tnt1DDnvOpYfE8qp3bRiU8pVSYUgyysb1fJD8V2GIr1wgvZqQi3IjlnGC5ghdYujBysSjkMsFACbeib+WKjVTE/ImI4aqqE2tXmOl8ikIutgoTsp7KRgEspMo48Z5RALNsVX0BFM8LQKxcnGG+e/VGcS0Ocm4ulLKaKgaueVTPC9ZwM2ZSil1nxjg9BGBrtKNDUkTAUgjAAnCZpYwnsI4vzsoFVq7BXs+tCBcj27gk07wPXAJdDGDpjlR0Vi6ZPCSW+6psiuf9a9nkGVdzQWcUwCyb2YXGtLyVSKu5Ipcxns4HVq4eH7pG+znwm91BtTwpurFyVbe3ROoSc0U2tgohsVzIxQUrF0PrJK20AAAgAElEQVSXmbwasVsV7e1U0cZznrKLMVUuLmfkIlP8MGgBugbZrWiC53l0ImDLs3LBrRjOMppM3s7IxVZhIqynslEAC6tOLuiMAphlq7rQmJa3Emm1QpbLcE8fA9cmtnRtkBGLE2PjHMtVwS7F+dS4ZAHVs2sxm3MpFrJsbJVAsrDDwsULXIzEE9FjPkUEzwO6ynlJZOWa7vgFLRczYnEI0MULuxq9WC52K3LcmkAX0kNkoRS0XLJwv2EOqbJRAAujL6jrgs4ogFm2qguNaXkrkVYrJLmYAHpYueBeNK5FJEFt2GsBQ9dCzjzfHjqWK12BFZJswtzDGOflGtm2TZYxuBa5lHBOLmPlMrFcYY4ZrFtwchlFIlQPuCQ3F18sUkRMVMPKxaNbEUCPpKhZLgUnlyzfb5jDq2wUwMLoiwJYWGlFVF9HQUYkSMvD5PvFCLcYRip2vbaeunkZwdyKvmuxkaGrgS1dNiMWLW83VLV8y8b2YmXUYm/vJHT5aSKQab5iNieR5aWsIbqJwAtCLkgNMQDo6qES/owyUcauRUAXW7pSjVi0lW2YegUhlzAXnMO6KhsFsLDq5oLOqAXMslVdaEzLW4m0Wj7kAlci5lbsenUdda/aIMlQMUIRwfNN+ywSa1c5B9Tnu+RDNrb3DOga6+qKQZeJ50IMVwy6spR5Pi9yQTwXoEviuQBdfjJUnk9xorrBg64suRZt2yQvcrG9uDzXU9kogIVVQRd0RgHMslVdaEzLW4m0Wq7kMj46JkH0sHIhpguTWpdWlHvxXAJd86mM47sKqeRKNrb3LNDFLsXhrVsFvCRVBFsL4VI00FXKrsZsl5zJRYLoGc4NdPEUQLHcXAa6MGqxQErO5FIg9xvmMlQ2CmBh9AV1XdAZBTDLVnWhMS1vJdJq2ZSLQBfn5ep8ZS31vL6R51kclSB6BNALdHEQfSmnPSjUkk3Z2N5zzNK1ZYuAl0AXB9FjxGLFnDlUzutSzkify5JVucSgi61csHSNjU4G0dewpQsxXWWFqTNZlUsuGzgL51LZKICFVSsXdEYBzLJVXWhMy1uJtFrUckFMFya17nx5jcR1jQ+NUFl1FTXuvVDci8hEX1qW/YDoKIQUtWxsr0mgi+O4RgBdvMhci7B0MWxVzp0rwfTI15WvkhW5jCCmq9uHLli6/PxcxtKVgyD6TOWZFblkelEFsr/KRgEsrCq6oDMKYJat6kJjWt5KpNWikItJjCrQxZM0I6YL7sXGfRZS836LZeqfsFnoI73JNA8WhWxsT20C6QFcI2zpkpguQBcnRY1BV44tXcmuPTK5SGJUtnIBvPizuBeRFLW60YvpcgC6gjKKTC62SuNQPZWNAlhYdXVBZxTALFvVhca0vJVIq2Uil8HtnWLp6nx5rUxyDchCAH3z/ntKTFchuxdthJiJbGyOjzrjbN0a3ryZhjdtonHOTI8iMV2wdPHoxdLK7OSssr2+RPUykgu7FGPQxfFdKBM8x+IE3Its7SpU96KNvDKSi80JHK6jslEAC6u+LuiMAphlq7rQmJa3Emm1sHIZ6e2nXStep86Va2hoR5dYaeoXzaHmAxaLm7GsqvCAIV2BhZWN7Xlk3kW2cgG8RnfulN0welEsXRzXlYtAettrjQTA2C1toCuWp6u8yoeuRibO3MawZXLv0+2bLX3J1vXm8rgqGwWwsPrmgs4ogFm2qguNaXkrkVazkcs4A0P3axto10urqXf9VpkzsHZem0BX0757ZDznYqQ3FOHBbGRjezq4GEc5Ez2gC/BFDCWlPM9i5fz5VDFvHpVlKWWE7fWFqWclFwTTY77FgS4Pvvj7BCa6roF7kS1dFdkfrRnmnqKoayWXKE7k4DFUNgpgYdXWBZ1RALNsVRca0/JWIq2WTC4ABiRIBXQhrmuc52KsaKillqVLqPnAvaiqmTvRIi9R6AyC6eFelGB6HsGI4Hm4FwFeZU1Nkc5dmavmmFYuiOtCTBfACyMYeZ5FydNV28TQxZOjs8W0WEsU+qKyKVYJKICFbVkXnicFMMtWdaExLW8l0mrxchnmWK7Ola8zeL1Ow51suSgvEytXy9K9qG7hHCeBIV2Bpasz4yMjNIK4ro0bZTRjbAQjrF08krHEkVGgyeS2m1xiLkaGLrZ6xeZeZOiSYPqIJrtOtx1ztV+6+pKr68vneVQ2CmBh9c8FnVEAs2xVFxrT8lYirQa5bN3cySkj1tGuF1dTH1yMXOoWzKZmhi7AV6ElSI1UANMcLIzOiIsRSVIZuoyLsayx0XMxssWrEIPp05WjyGVbd2IXI6CL3YxUQAlS073PsPuF0Zewx3a9vspGASysDrugM2kD2HXXXTetPD72sY+FlVck9XUuyEjEaHWQwZ1dNLhqHW168mXJTF/RWEct7F6Em7GyiS0XM7zYvADG2a0oLkYGL0kdwS7GSo7pqlzA0ykxgBVdGR+l+tIh6t+2lV2MnK8LLkaMYKwpfhdjqra00ZdUxyjW31U2CmBhddsFnUkbwC655JJp5XHFFVeElVck9RXAIhFj0oMgOz2mA9r5/GsyH2MJZ1XH6MVZy/ehOh7NWFLEMTphJTtdfNzo9u2etaujQwYllLW0UBVDF0Yxuu5i3E1OJqC+v9ObFoidjJI6QqxdHAs4Q1yMqfTHhQ4j1T1k63eVjQJYWN1yQWfSBrB4YWzkzmSUR7vtueeeYeUUaX0FsEjFGTvY0M5u2vnCaxLbNTY4JBaulmV7077HH0xdA2PZOanjR41/ASBn19CGDQJeElDPiVFh6cJSVlfn+N0muPzxMSrp57guLGOcKFWsXY3UvHAB7eoZLb77zfCOXOgwMrzFtHdX2SiAhVUeF3QmYwBbu3YtXXjhhbSNJ/cd52DaFv5L/kc/+hHtvffeYeUVSX0FsEjEKAeJWbsYvDA9EJWWeNauZft42enZ2uWCkkcnkXBHgmy2cawTcnUNreMM/7B2cZHs9AsXelMCsQWxqIrMxcjpI/qC1q5qtnY1x6xdqjPamYbVedUZ1Zli1JmMAez888+n0047jd773veKfG655Ra644476Prrrw8rr0jqK4BlLsbhnj7a+dyrbPFaRWMDQxLbBRcjYrsq6mqmnEBfjInljZGMld07aOeK1yS2S6xdDF1Yyjh/V9EVjGRE6gi4GTEtkG/tAnjF5+xSndHONKz+q86ozhSjzmQMYGeccQbdfvvtU2Rz+umn05133hlWXpHUVwBLT4wYhYeYrh3PvELdqzbIQRqXLKBZB+8bs3YlOrK+GKdKBWkjhtavl8B6JEtFrq6qRYuKM7YLt468XX27vNxdE+Mc2+Vbu5AsNYl1T3VGO9OwbynVGdWZYtSZjAEMsHXDDTdQM0+FgrKT3S3nnXeeAlhYbclT/fGRUZkWaMezrxDmZiyrrqSWg/amVgYvm5GM+mJEDP0EjbALfojd8WOdnQIeGMk4Z/n+1DNenqeWzeJp4WYc6qNSWLt4jbxdkiy1roWoMrV1T3VGO9Ow2qk6ozpTjDqTMYD9+te/pmuuuYZOPfVUkc8f/vAHAbBzzjknrLwiqa8WMDsxImEqoGsX3IxDw1Td1kyth+4vE2GXVthDw0x+MU6wm3GIA+qHOb4LAfYyNRBbuxBUX8oux6KTDYLqYemCxQspJErLvNguuBnLVGfsnrzktYpOXzIVSGB/lY0CWFh1ckFnMgawiy++mM466yx68MEHRT5vfvOb6dhjjw0rq8jqK4BNL8r+Ldtp+5MrOXHqeqnYtM8iBq/9qHY+B4SnkULCBSWPTLn8A41xTBeC6jGakcbGvBQSe+xBFbNnT5Fh0ciGYUugC6MZjZuRrV0yJ6PqTGTqVTT6EplEJg+kslEAC6tWLuhMxgD2y1/+km699VZxPb7//e+nM888k//ybw8rq8jqK4DtLsoJjkXqXr2Rtj+1kvo3dXBW9QoJqgd4VTZklv7ABSWPQrlMpnq4GWU0I4MHMtRXcdqVZAlTnZfN8CCD106ZDBsljJtxOpk7L5coFCrBMVQuah0Mq1qqM27rTMYAZm5/1apVMgLy7rvvpgMOOICuuuqqsLoUSX0FsEkxIr4Lk2Fvf3olz8vYK6MZ2w7bX2K8opoeqNhfAIBXie96nfOfcYC9jGZkN2MVj2YsrebJoacpTsrGxHcBvDAvI0YzImEq4rsimh7ISblE8naa/iAqF7c70xyoyG6nUJ1xW2ciA7AXX3yRbrvtNvrTn/5Ey5YtoyuvvDIf+kgKYJyGqW9ARjMilQTiu2rmtlL74QdS4z4LI887VawvgAl2LcLFCIvX+MAAldbWUtXixRJcb5up3inZsGuxpB/xXQxeEt9VLtAF+CKO9YqyOCWXKG88xbFULm53pjlUldipVGfc1pmMAezaa68V8BoeHpZYMOQDa2try4cuyjlnMoANd/VSx5MrZFJsAEQjx3e1HX4A1XF8V7ZKsb0AxlmPhzmNBGK8EGQvaSQYvOLju2zk6YRsJFs9j2ZEjBd/ljQSGcR3FY1cbG4k4jpO6EvE92x7OJVNYkmpXGY4gH3uc5+jD3zgA3T00UfbPktZrTcTAQzpIzqeeIk6X14rQeDNPCF2+5EHUlVL9idzLpYXAKxcg2ztGuapgpC/q5z/iKhm8EKAfTqDE6DkBS2bsVEGL4YuZKxHYH1lLY3Xz+I0ErVpBdaHeagLWi5hbiTiuioXtzvTiNXB6nCqM27rTMYWMCstyWGlmQRgfRxQD/Dq4QB7pI5AYH3bYQdQRQN3ojkqrr8Axvr6JL5rePNmkRgC6wW8GniEX4alIGWDEY297GbkEY0cVk9UXU/jda0MXtPHs2Uoiim7F6RcorzBNI+lcnG7M02z2TPaTXXGbZ1RALNU/0JRdMlYv34rbXvsBclcj8SpyN/Vesh+VF5TZXk30VUrFLmEvaOx3l4aXL2aRrZs8RKnclA9wCtVYH2Y8xSUbJCxvneH5PFCwaTYE7B4lavOhGnTbNYtKH3J5o2mcWyVTWKhqVwUwNJ4nLK3S7FawABeveu20LZHn6f+zdupvL5GAutblkU3ojGdVnHtBTDa3U1DAC8e2UhlZTKaETFepVXRg0hByGZkyAMvSSVR4o1oBHhFNKJxJuhMOveYzj4FoS/pXHgO9lHZKICFVTMXdEYtYJatmq/GFPBau5m2MngNbNkh7sX2Iw/iVBJLqLQ82tFplqKYUi1fcgl7raNdXWLxkhxe5eUyPyNyeJVWVoY9lHX9vMomCF4cFzhRyyMaJZWEfcZ66xsNWTGvcgl5rbmsrnJx25qRS10x51KdcVtnFMAsn5pcKzrAq2fNJrZ4vUADW33wegOD19LCAC9XXgACXpyjbnT7dioBeDF0VXLWekwVlO2Sa52R+ylg8HJFZ7KtF8mOnxd9ydfNhjyvykYtYCFVprAHQfk3owBm2aq5egFMghdbvLbulOSpsxm8mpfuxemY8m/xihdXruRi2UyxakiaOvDaa2LxQvJUgBemCwKE5arkVDaJwKueLV6cz6vQSk7lUmg3P831qFzctmbkQ9VUZ9zWGQUwy6cmF4rey8H1Wx56xnM1AryOWkYtnFKipKzU8ipzXy0XcglzVxJczxavka1bxdVYDfDiJZfglVNLD4Lre9i6hxgvZK2v48mx6zjGK+LkqWHaIFXdQtOZVNebq99VLm53prnSk+B5VGfc1hkFMMunJpuKjqD6LQ8/K6MbEVw/5+jl4mosZPDKKWRYtBHSSQh4YVQjgut98MqFqzHZ5WVTZwjpJHowqpHTSZgYLwTXFzB4FZrOWKhVTqtkVV9yeifRn0xlk1imKhcFsOiftgyO6NIoyIGOXbT1keckj1cZp5CAq3HWwfsWRHC9bRPk+wUwPjhIg+xqHN60SdJJwM0ooxqzGFyfV9kggSqmC+IEqsjjNVHLFq96zuNVAMH1eZWL7ckLuF6+n6UCFo0T8Tz5kJ/qjAJYPvQu6TldALChXd0yqrGLM9eXVlZI1nrk8opqguxcNki+XgDjPE0Q0kkM8bRBxAMWZFTjXhwnl4V0EunKM1LZYMogTBfE8IX7nahBOgkGr/LsDyZI9/7zYhmM+mJzeLxI9SWH152LU6ls1AIWVs9c0Bl1QVq2ahSNiUmykcdr5wurxL3Ydtj+1HbEgVReHX0OKsvbyrhaFHIJcxGY4xLzNA5y9noaHaXK+fOpeu+9qbSmJsxhclI3EtlgkmxMF4RcXvx5vLqBJhoAXqozOWnEHJ4kEn3J4fXm8lQqGwWwsPrmgs4ogFm2aiaNOTY8QtufWknbeaLscQYITBmEAPuKusKDBktxxKplIpcw55rg+RnhZkSc18TQEJW3t1PNPvtEMmVQmOsIUzcj2bCVC1nrS3o5wJ7djhNVdTTewJPc82TZrpeM5OL6zU9z/SqX5MJR2SiAhX30XdAZBTDLVk2nMQENsHbB6jXaP0iN+y6iuccekpNJsi1vK+Nq6cglzEmRlgNZ6wdffZXG+/uprLmZavbdl8p5kuxCL2nLZqiPSrs5fcboEE2wpWu8sZ2IAaxYStpyKRYBJLkPlYsCWFgVV51xW2cUwCw1PoyiSy4vDqzf8uAzhHiv2vntNPfNh1Idr4uthJFL2HtHEtWBl1+msc5OKq2r88CLLV8lPOrPhRJaNpzLq7SHwYsBbIKD6ica2mmCXY4Y5VhMJbRciunm1QKWVmuqzqgFLKziuKAzCmCWrWrbmP1bttPmB56m/o0dYukCeDUsWeAMNFiKI1bNVi5hjjs+MCBJVEc2b6YSHs1Yza5GxHqV8ChHl4q1bKaklOBcXhxcj3xeyOtVjMVaLsV48wpgabWq6owCWFjFcUFnFMAsWzVVY4709ovFq3PlGiqvrabZb1xOs3iibNegwVIcWQGwCQ6qH1yzhoZ4QUEur2oe2ZiPJKph5ZCofiqdIQTY93JKCV5QJIkqRjY6kMsrE/mklEsmB3d4X5VL8sZT2SiAhX20XdAZBTDLVk3WmOMMDR0cXN/xt5ckPUDb4QdQO+fzcjGlhKUoplSLQsnhsh3euFHyeU0MD1PF3LnibizEkY1hZJRUNgiw58z1JYjzGh/1RzZygH159iYGD3Pd2a4bhc5k+xrzcXyViwJYWL1TnXFbZxTALDU+XtEBDV2vrqMtDzxDIz191LjPIpp33GFU2VRvecTiqJbpC2Bk506J8xrnuRslwH6//aic18VQEspmZJBKu7ZRyciAH2A/m019/7+9LwGzorjaPnNnX1hmQFbBFVkkCAH1M8pvojGJ0RgVRcEImigqm6AsgiiILIIIyiLiB8giOyIJakDF7XOJAiIiggLKvg0wwDDDrPf+59RlJjPjLF09fed29bz1PDyJUF236623qt4+deqcBC9013IfKssZyz9kWEXgYvZmGg66gTNmcwYCzOKsKUr0M0eO04GPNlDmgVSKq1ubGl7bnpKa1LfYkreq2V0AlJ/Xjz+qnI2+uDiKY+EVXb++p3zlimEjEewlZ6OkDuIjxgCHlJBgql5zsLfCbrucsdK2yXWAi9mbaTi4B86YzZmwCrAPPviApk6dSpkcXuCaa66hYcOG0eeff05jx46lbI71dOONN1L//v21eB3KSPhHDp2k/R+so7QtO1XqIAkpkXwp52w0zDlcC9AKKusuACqQ6u7dlMVR7KWIj5ekDorg/I1eKwqbIyeDEezFz4t9vgKJydXCz6u8sdTljNd4UVZ/gIvZm2k4eArOmM2ZsAmwvZxCpmvXrrRs2TKqU6cOde/enR566CEaPnw4zZ8/nxo2bKj+u1u3bnTttdda5nYoBdi+H/bTziXvKtFV78rWFBlbPXx2nNhM5cg2LzU1eNzI1i+xdslxo+l+XuVhUzvOT6f27OJAqrnBQKo1+bixmvh5OcEZy5PeIxWxmZq9mYaDhuCM2ZwJmwCbPXs2HebjpyFDhigE5f/vZsvItGnTaO7cuervVq5cSV9++aWyiFktoRRgqanpVl+j2tSzsgDkZ2Qo4ZV39GgwnleLFhTNotuzRcJKsIO9jx3tA5HRLLz4eDrOO4FUKztuVjhT2d8w8XngYvZmGg7OgTNmcyZsAkwsXdHR0fQz5/RLZcvI7373O2rGN98++ugjmjBhgkJVjiNnzpxJItZQzENAboge37yN0rb9SD72e0pp04pqN/duaA7JfJB19AidOXJA3YiNr9eQ4s5pUK2PqM1jLd4YCAABIOAOBCL46CgQilcRf6+NGzeq48aEhATq2bMnXXHFFbSDQxEUFWCzZs0i+WO1wAJmFSln6pX1BSbpgzK3baNAVhZF83GyOm6MNTeBdIVoZWdy+qDDnD4oh48bk1T6oHMa1uGPC1hNS2KHr/bS2QRczLZmVLhGhKACOGM2Z8JmAXvxxRfp9OnTyvFeyoIFC2j16tUUyc7Yc+bMUX+HI8gQzFiHmyy5APhZcJ1h4SUCTI4bE1q1MiJvo21Y5HbjKe5r4XEj+3nFBUORYHGE0NDhFfhi9maqM9ZO1QVnzOZM2ATYpk2baPDgwbR06VJK5I26V69e1LFjR3r11Vdp3rx5dO655yon/E6dOqnbkFYLLGBWkXKmXsECIMdv2XyxQoKpyvFb3EUXqUj2nr0hKsFUM0+o0BLS30BSivpTNH0QFkcIMJ1ZBr6YvZnqjLVTdcEZszkTNgEmsC1fvlxZu3Jzc+nqq69W1rACp3sJQyG3H8VJXyf5MgSYU1PbWjuyABzcsY/OfP895XMw1ai6dZWTfSQfK3u2SNLsk4c4mGoWBWISyF+LnexLud2IxRECTGcOgC9mb6Y6Y+1UXXDGbM6EVYA5RcKi7UCAhQLV0tv0s3CO2LebMwL8RBHs3xXfvLnngqkW67nK3XgsGNMrgoOpsp9XIL5mmcFUsThCgOnMRvDF7M1UZ6ydqgvOmM0ZCDCLMwFELw6UcrLfupVzN2ZTTJOmFH/xxcYmzbZEAXGyF6sXh5jws+gS8UW+qHIfBWcgwCxx62wl8MXszVRnrJ2qC86YzRkIMIszAUQPAuXno2HlZC8phJKSqPE1l1O6P9oiigZW8+cHnezPnArG9JLjRg6qaqWAMxBgVnhSUAd8MXsz1Rlrp+qCM2ZzBgLM4kyo7kSXaCS5Bw+qgKoBju+lnOw5hVC9+rW8GWpBnOz5ZqOIL2IRFkhkJ/saHDw2wmeRMbgFWRZQ1X0uARfLU6iwIjiDjxld1pjAGQgwi6NqwmBa7Ip2NUkdJMeNEsk+slYtSrj0Uopk65cUT+LCoSVUTK+s0xSIjgtavfh/dYsnsdEFoZT6wAWbqS6NwBlwxoucgQCzOKrVcQEQq1cOh5Y4s317MLI7ZyqIadq02K1UT+FSYPU6eTgYWoItXmL54g5bZEnxap7CxhYC2DR0YANfzD5O0hlrp+qCM2ZzBgLM4kyobkTPz8ykzO++o/wTJyiK8zbGc0DVyPj4X6DlGVzE6sXCKyK7wOrVgK1elYvc7xlsLM4Rq9WAC4SpVa4U1ANnwBkvcgYCzOKoVpcFoNDq9eOPfMvPp0JLxDRqVGYsNuNxEasXO9grXy9l9arLVq9k21avonQyHhuLc0O3GnDBZgrO6CIAzugiZsI6AwFmcVRNGEyLXSmzmvL12rKF8o4fV1Yv8fXyxZXv+2Q0LhxSImj1ymBfr3jy12arVykBVe3iajQ2djtt4Tnggs3UAk2KVQFnwBkvcgYCzOKoenkBUFavAwdUeAkpyurVuLGlDARG4lLS10sCqibUdsTqBQtYxRPKSM5U3K1K1wAuZUMIbCDAdCeYCZyBALM4qiYMpsWuFKsmcb2U1UtuOCYnB284aqQRMg4XievFVi+VPFtuONZu6KjVCwKsYhYax5mKu+RIDeACAaZLJLdzJp99a9PSUikvL0e3a5Wu72MXGj/nKHZD8fkiKT4+iZKSahUzbECAWRwdtxPdYjcKq6m4XocO0RmJZs8kLe2Go5U2jcIlK4OPHA8G43opXy/7Nxw9h42VDjlUxyjOONRnK80AFwgwKzwx6SPv6NGDFBeXQImJNS2dqOj2v7z6UVE+Fn7hF2Cy14oQTU8/wW7GAUpJqVf42hBgFkfcS4uj5HCU5NkSzV7F9WrdmiITrUV3LwmXEbiwwIxITyVfJk8A9vFSVi8bcb0sUqWwmhHY6HbKgfrApXQQgQsEmO70cjtnDh3aTfXrFw9dpNtHu/XdIsAK3j/AuYQPH95HDRo0hQDTHVS3E91qf3LZwT5z82bO4ZhTGM0+gk21dovrcck5Q74TbPVih3u53SiWL51o9nZxkedcj01lOleJZ4ELBJgufcAZMzkjAqxBg/N0h9uR+m4TYNKpknjAAmZxqE1fAOSYMWvHDsretYt87OOV8KtfURRbvypbXIuLONqfPqb+UGQUR7Nnq1dsQmW7q/W8a7HR6oXzlYGLmZup80yw3iI4YyZnIMCKjxsEmPU5X6ymyQtA/unTyuqVn55OMeeeS/GXXEIRUVE2kSj+mCtxYYdPsXpF5GaRP74mBWrymTs7QVZ1cSU2VQ1CKb8HXMzcTMNJHXDGTM5AgEGAObJumLgAqPAS+/apBNoRkZHqhmN0vf86ADoBjNtwUUFVJZUQlwDncAywAAtXcRs24cKh5O8CFzM303DyB5wxkzM6Aqx//140fPhoql2bQwJplLKeq+wR5OjRI+iCCy6irl3v1Xib8qvCAmYTStMWgKLhJVRQVXa098VWLrVOadC5BhdxtOcE2j4WYMGgqhJeItrmaDvzmGuwcaY7jrUCXMzcTB0jgI2GwBkzOaMjwK65pgO99db72gKsrOcgwGxMtMo+cuzYaY79EahsM7943qQFIPfYsaCjfV6e7fASVgF0BS5FHe2TOIE2/7GbQNtqv63UcwU2Vl60iusAFzM30yqmSbGfA2fM5ExpAiyT8wyPGfMM7du3l7PdRVDz5i05TEM+vfPOKrrwwovo+edfovWdznoAACAASURBVB07ttP8+a9RLt/YT0s7TjfeeDM9+OAj9PXX6+mll17gmFrxdIYztzRv3qLYc/XrczaTs6WoABsx4km65JIWhdaslSuXc1sbaMSI0TR58kTasmUzt5epwkQMHjyM2rRpS0UtYCVFXtH//vTTT2ju3Fkc8iKXQ27EUa9e/ah16zalDhgsYDZXERMWAOVov3MnZf/8M/k4rERimzYUWaOGzR5beyysuIijfcZxDjFxNOhoL1avmKp1tC8PpbBiY234wlILuJi5mYaFLGd/FJwxkzOlCbDVq9+md99dTRMnTlHCa8KEsXTPPd3p7rtvUxawWnw5rG/fh2nQoCepSZOmdPRoKnXqdDP9859r6KefdlC/fj1p6dJ/8u1KXu+5WLGAiXB78cXnad68JeqZBx/sTj169FRCbvHiBTRy5FgWgz4WfXNo8+ZNNH78JEsCLD39FD355ECaMmUGv3dtfr+d1L9/T25zpWq7ZIEAs7mKuH0B8GdlUca331L+iRMqjZCkE3LK0d6VIoMD2ylH+xz+aolL4luO/OUTBkd7V2Jjk+NV9Zjb51JV4VDyd4BL2cgDG+8IsAMH9lPv3j2oUaPGdPnlV1LHjr9Vlq+iQkqsZJ9//n+0Z89u2r37Z/rww7VKdMmzYj1bvnxVISBWBJhYtrp0uV1ZvGJj41jc9ef2VqrgsHv27KING9bT/v37aOPGDZTAUQJEUFmxgH3wwXs0a9YrHHKofuH7nDiRpqx4zZpdAgHm1GLq5gUg98gRlU5ILGAJrVpRTMPgl0FVlLDgwsmzVWwvDmwnNxwD8RxOgyeS20pYsHEbCKW8D3AxczMNJ7XAGTM5U5YPWA7HoRSxs2HDOlqz5m22ag2kp556QlnAYtlX+f77u9L/+3+/5aPAdkrIiHhasGA5HTx4gCZNGs+WqqVaAkwqi3Xr2LFUio6O4ZRASdS9+z9Y5H3KR5oT2Pr2NyUCRfCtWfMOTZ366i8E2KpV71Eyp+uTY9Hf/e4q9a7vv7+avv12k7KgFZTDhw9R3brnUCRffCtZYAGzuYq4cQFQR44//kjZe/aoo8YEOXK0GdHeJixVG2y0aGwvFdG+EUe0d/5igV0sYNGwhpwb55K1Nw9tLeBSNr7AxjsC7M03l9OmTRv5xuMoZYESS5McJ86bN5veeONt9vk6Ro891odWrHibxVK0EkTPPvs0LVmykiPJH/qFALv22ivVc3XrcpDtIqWkE/6xY0fpoYfuVzVeeWW2EkniTybf7n37Pk7ZnBf5qacG02kO2/TyyzOLCbCbb76BjxpH0FVXXc2iaw1b0p5UAuz48WPUs+cDNGPGa3TeeefTF198Ss888xS9+eY7OIJ0crl02wKQzybaTDlyPHWKYpo0Ccb2KkVxO4lBaW1VGS5FjhxVbC8OMVFVEe3tYlhl2Nh9wTA9B1zM3EzDRBf1s+CMmZwpzQImzvNjx46knTu3s9N6PKcqakBPPPEUH9uNoR9+2MpHjBNo2bJFykm+Ro0katy4Cf3880/Up09/JchKWsDEcibPPffcC2zFurgQqNJuQQ4dOlDlZRw3bpKqt3v3LhZMTypfNPEBu+yyX9PHH3/Agu4t9Y4FYShEdM2Y8bJ6nw4drlSicO7cxerG5gcfvK/EoxxzitXr0Ucf53balTpgsIDZXEXctADkcBJtOXKUr4d4ju0VU/+/5882u2f7sSrBpeDIkS1+KrZXQuUj+NvusMaDVYKNxvu4pSpwMXMzDSd/wBkzOaMThsJpflU2DIXT7yPtQYDZRNUNC4A6cty+nbJ37w4m0ZYjx1JuWtjsoq3HQopLsXRCfOSY7O4jx5IAhhQbW6PljoeAi5mbaTjZA86YyZmqFGBPPz1E+XAVFDla5C1ElZEjx1DTpueHk8LqtyHAbA5BuBeAYrccmzYNHjlWIom2TRh+8VjIcCl55FiTrXwu6K8ObiHDRuclXFgXuJi5mYaTSuCMmZypSgFWEiFYwMIwY70YiDX3+HHl7xXgc+qqvuVY0RCGZGHk0BK+tAPEEXX5yNG9txzDgk1FP2rAv4eEMwb0u6JXBC5lIwRsIMAqmj8QYLoIhaC+lwSYOPVl79qljh1VYNXLLqNIvj7rpuLowihHjpknOKXQEQ6sGn32yDHOTd3VehdHsdH6ZXdXBi5mbqbhZBU4YyZnYAErPm44grS5ilT1AuDnWCOZ331Heakct6RBA2X5qorAqrrwOIYLx/SSJNoql2NsYjCqvcsCq4YNG90fdnl9xzjj8n7qvh5wgQXMa5yBAIMA0+V0qfWrcnHM49ASmZs2kfh9SUR7CTMhNx7dWBzBJS8neOSYl63yOLoll2Nl8XYEm8q+hAufBy5mWjPCSSVwxkzOmCrApk17iSSivcT+2r79Bw5bMVrFB2vbth0NGDCEoqKibE0HWMBswVZ1cWhyDh4MhpjgeCdy5BjFcUbcXCq9MGadDka156KsXpxWyCul0th4BYgS/QAuZm6m4aQjOGMmZ0wUYOvXf8WBVody0NVrlAC7997OnKD7KU6w/SsVG6xFi1Z022132JoOEGC2YAu9ACsWYoLTHUgibR+nZHB7sb0wFotqHxv09+Lo9l4qtrHxEgil9AW4mLmZhpOW4IyZnDFNgJ06dZItXI/S9dffQDt2bKd//OMhlRhc8lBKkQj+s2bNoMmTX7E1HSDAbMEWWgHm57xYcssxj287xrgoxIQVqGwtjH6OOiyJtDnAqilR7a1gUbKOLWzs/JBhzwAXMzfTcNIMnDGTMzoCLCLzJEWcOekYzcRtRy6ySZF8wVYCeA8bNphuvbUTHTlyWOWq/Otfbyc5jpw+fZZqZ9++vUqgLV68wtZ7QoDZgi10Aiw/PZ0yNm4kEWHxLVtSbOPGNt8wPI9pL4y52ezvtZ8oPzeYSDuBj1hd6t9WWUS1sansDxryPHAxczMNJ73AGTM5Y5IAW7VqJe3aJSmPHqN33lmlBNgtt9zGeSEnFxNggwb1o4UL37A1HSDAbMEWGgGmUgrxTUfl79W2LUVxdHvTitbCWODvxYJLHTnGJJjWXa331cJGq2WzKwMXMzfTcLIOnDGTMzoCzGl+6QZi7devJ0nC7sjIKJKjSMlZ2bHjterYURKBS8ERZAWjZEIcMDGLqpRCHOMrkp3sxdneBH+v0qC3tDCKv1fGcYpIP8p+XuzvlcJWPo7z5fViCRuvg1BK/4CLmZtpOKkKzpjJGZMEWFGECyxgBU74AwcOpTZt2vJtyFHUpElT6tq1m63pAAuYLdics4Cp+F7i73XsGMWcey7Ft2jhipRCNmGhChdGie914hD5stLJH1eDArUb8JGjz+7PGfVchdgY1RvnXha4mLmZOscA/ZbAGTM54wUBtn37jzR+/CjKzMykZs2a09Chwykmxt6FMQgw/bmvnnBiAcjPyAj6e7FpU/l7sQAzvZSLC/t5KX8v9vsK1KhLgcQUz/p72bYOmk4AG+/vxFyy8bOufwS4lD1EwAYCTHcC6x5B6rZvpz4EmB3UHBBguWzxkuCq4nCu/L041IQXSpkLY86ZoPhiC5i/Nvt7eSi+l9Vxw6Zh5qZhdXydrge+QIDpcsrtnDHVAqY7DlbrQ4BZRapEvcoQPXvvXjqzbRv5EhIosV07iuT/9UopDRd1nZjTChE7M/qT2d8r2v3xzEIxHpXhTCjexy1tAhcIU10ugjNmcgYCrPi4QYDpzvyz9e0sABJc9cwPP1AOC7CounVVcFU35nO0CYl6rBgu4mzPjvY+drgP8A1HddPR8HyOjmFTmYY89qydueQxCErtDnCBBUyX527nDAQYBJgupx1ZHIs628eedx7FXXKJa/M5VgagwgWAxWYwuOpp8nNsL4nx5dX4XlbxcvviaLUfTtcDLmZaM5zmgU574IyZnIEAgwDTmedl1tVZAPL5tkTG1197ytm+LGAULofS2N9rX9DZ3uPBVXXIpMMZnXZNrwtczNxMw8k7cMZMzkCAQYA5sm5YXQByOZ1Q5jffBJ3tJZl2Ct/883BJToqkkzt/ZGf7/GrrbF+uOE1N9/Do2+ua1blkr3VznwIuZY8dsIEA053ZuAWpi5gD9cMZiDXnwAHK3LLFk872pQ4NR7aPPHmQAuQLBleNjnNgBL3TBDYNMzeNcDEQfIEA0+We2zkDCxgsYLqcLrV+eUSXyPbZP/1EWTt3KotXgkS25/RCni3ibJ95giJOHaGo+ATKqdFQ3XhEKY6A2xfHcI0XcIEw1eUeOGMmZ0wTYH37PkzH+RQrKiq4n0kE/P3799G8ebMol4Ood+7clTp16qxL38L6uAVpE7qyFgC56ShWr9yDBymmUSOKb9XK6Mj2FcIj4ouFl48FWCA2iVKaNaOjxzIrfKw6VsCmYeamES6ugi+wgOlyz+2cMUmAiSHl1ltvpDfeeKtQgKWmHqGePR+gWbPmU3R0DD388N9pxIjRdMEFF+oOlaoPAWYLttIj4aubjuzvlZeWRnEXXUSxF17oyZuOhZCpm44H+KZjBvk5qr1Etz+nXk1KhZ+TttXUJg098ZjbN41wgQxcIMB0ued2zpgkwHbv3kWPPvoInX/+BZTGe/ott9xKCQmJ9M03X9OQIU+roZkzZyaJULv//gd1hwoCzBZiZx8qSfR8TiekbjryjceESy9V1i9Pl/w88h3nm455fNOxVn0KcKgJKW5fAMI5JsAGFjAd/oEvEGA6fDFh/dURYOJDnb2fs6c4VPgeHIulYGOxjRtXuEd/99239Oaby2nAgCGUnZ1Nffr0oOuv/wPl5ORQjx49VTurVq2k77/fQoMHP2nrLWEBswVbcaGRd/Kkyukox4+SVija4zcdRXT5jvPE8Of94qYjNg1sGrpTCpyBMAVndBEwkzMmCbCSCC9ZsoCmTJlE3br9vZgA27bte+UbZqdAgNlBrYilJ/fIEcr49luK4GzoSb/+NUUmJdls0ZDHcjKD4os/J/zJnDw8pvhNR2ymEGC6TAZnzNxMdcfZyfrgjJmc0RFgTvJF2tINQ7Fp0zfsaJ9DHTpcoV5l8eLX2R9sKbVvfzk98cRT6u88dQTZrVs3OsZJqgtuHIwcOZL27NlD06dPVzcO7rvvPrrnnnu0xiWUYSgO7TpE6Z99RpE1a6qcjr5Yj+c4PJOuoturnI4pLL6iYn4xFlgYIcC0JmiRjxnd57xeH3MJc0mX427njEkC7LPP/o+d7V9h/TGb8tnl5pFHHqDHHx9Mzz77NL366lyKj49XTviDBg2lVq1a6w6Vqu8aC5g4snXs2JE++uijQgF2+PBh6tKlC61YsYJi2MJ0991308SJE+niiy+23NlQCrAjh0+SnFPHNGjguZyOJQGO4HyOEadSVWwvJb7KyOno9gXAMnFCUBHYmPnVHgIqWGoSfIEAs0SUIpXczhmTBJjA+r//O501yVoWYH66/fY7OexEF3r33dU0f/5sNgrl0V/+8lc2CnXXHabC+q4RYDs5ZpZYuERciRWsc+fOlJiYSOvWraMxY8aoF542bZq6cdC7d2/LHQ6lAKsWt/1UQu1UTqidpsJM+JM5xleEr0z83b4AWCZOCCoCGwgwHVqBLxBgOnyRum7njGkCTBd/3fquEWAb2Yl90aJFHFNjBGVlZbGjWze68cYb1Y2D/v37q34tW7aMvmV/q2effVa3n6hvAwG5VJCx92fKOZlGsXXqUUKjJt4Oq2EDIzwCBIAAEAAC1hDYsuV7atToPGuVq0GtAwd206WXtrLc0wi2QJ29yGn5GVsV58yZQ2PHjuUz1oeLCbDNmzeT+IZZLbCAWUWqRD2J8ZW2nyLY6d5f4xwKJCYrx/uKitu/wCp6/1D+O7ApHV3gAlx05x04YyZnYAErPm6usYCtX79eOdpfddVV6g1fe+01Pmedr/579OjR6u9wBKm7TNmsLzG+0jjGV67E+GrAMb5qWW4IC2PZUAEbMzcNy+R3uCL4grmkSym3cwYCzKUC7MMPP6TJkyfzVc/FSoh17dqVhg8fzvE1BtLy5cvVjQNxwpfjxzZt2ljmJSxglqEKVszL5TATe4lYhPmTOZhsnF5YDbcvAJpoOFod2ECA6RAKfIEA0+GL1HU7ZyDAXCrA5LVefPFFWrNmDfn5+EsEWPfu3TnS7CqaMWOGEmV33HEHPfigXsh/CDCNKcwWLyW++JRZ3XSMidd4OFjV7QuAdoccfADYQIDp0Al8gQDT4YsJ6y8EmIsFmC7ZrNSHALOCEtcpDLDqC4qvaHsxzbBpYNOwyLjCauAMhCk4o4uAmZyBAIMAc4Tpnto0sk6zz9eBswFWm3CA1WjbGHkKF9somLk4Otxdy82BM+CLZbKcrQjOmMkZ0wTYp59+QrNnv8qRGc7QFVdcRf36DeDQWF/S1KmTVH7I6667oTAtkS6Hpb5rnPDtvLyVZ2ABKx+liMyTFHHyUDDAanJjJcIqU7AwwgKmyx9wxszNVHecnawPzpjJGZME2P79+6hXrwc56v0cSkmpQ337Pkz33ns/Pf/8GBZgr1K9evU5Cn4/uvPOLnxZ8Gpb9IYAswWbN3ydJLq9j6PbB2ISguLLV3aAVaswYWGEALPKlYJ64IyZm6nuODtZH5wxkzMmCbBFi16no0ePUJ8+jymwjx5Npb1796j8jy+9NF393erVb9PXX6+noUOH26I3BJgt2AwXYBLd/vQx8vGfAN9y9NcuP7q9DkRYGCHAdPgidcEZMzdT3XF2sj44YyZndARY2vc/UdqWnxyjjYSxLIhimnzphZTc6sJy254wYSynRYzmfNS7VHaeq6/uSBdccCF98cVn9PTTwWDwchy5cOE8mjRpmq33hACzBZvBm0aR1EL++JoqzpeVAKtWYcLCCAFmlSuwgJWPFOYS5pLX5pJJAmzcuFG0efO3NGXKDEpIiKcnnnic2rVrT7t2/VxMgImlbOLEKbpDpepDgNmCzVABJuLr1GHysd+XP6E2BWrWc1R8wZqBDdXOdILQMNOaYWesnXoGnDGTMzoCzCmuFLQTFeWjvDy/5WYlEXdGRoZyvJeyYsUy+vDD99lTJ5KPIF9Wf4cjyArghBP+WYBEfJ04SL6sdPInplCgRl3HxRcEGASY5dWtSEVspmZupnbG2qlnwBkzOWOSANuy5TvOwjOc45DOYQtYAg0ZMoCuvPIqWrBgLgeNf4UaNmzETvj96aabbuHbkL+3RW1YwGzBZpgFLCB5HQ9SRPZpzutYlwJJdWz2uuLHsDCWjRGwMXPTqJj1oakBvmAu6TLL7ZwxSYAJ9m+99U9asmQBW87y6PLLr2Rr2EDldD9lyiTKyclWtx/FST/CQp7k0sYSAkyX4Wfru53ohd0qmlSbjxxVUu0QFmNwCSEGZTUNbCDAdGgHvkCA6fBF6rqdM6YJMF38detDgOkiZpIA8+dzaiFJqp2lnVTbJiyuXwDs9suJ59y+ODrRRzttABcIU13egDNmcgYCrPi4QYDpznxTBJg/j3zHWHzlZXOYCU6qHV/DZk/1HsPCiK92Pca4/6tdtz9O1cdcwlzS5ZLbOQMBBgGmy+lS67ua6PksviSpdl5uMMBqXKIjfbbSiKtxsdKBENYBNmZ+tYeQEuU2Db5AgOlyz+2cgQCDANPltFkCrKj4SmHxFVt14kuAcvsC4Mjg22wE2ECA6VAHfIEA0+GLCesvBBgEmC6nzRFg+bl87MiWLz5+9Cefy+IrwZG+6jSCTQObhg5fTNg0dPvjVH3MJcwlXS65nTMQYBBgupw2Q4AViq988ovli/M7hqO4fQEIByYFvwlsYAHT4R/4AgGmwxcTPmYgwCDAdDntfgGWlxO87ci3Hv0pbPmKiXekj3YawaaBTUOXN+AMhCk4o4uAmZyBAIMAc4Tprtk0RHzJsSMHW/XXaUIUHedI/+w24hpc7HYghM8BGzM3jRBSotymwRd8zOhyz+2cMU2ArVq1kt54Y2nhMBw8uJ/++Mc/U8eOv6WpUydRdnY2R8G/gXr06Kk7VKo+wlDYgs0lzuYF4osCQctXmMWXCSZwm8PtyGNuXxwd6aSNRoALhKkubcAZMzljmgArivJPP+2koUMHcB7I6fTII/9gAfYq1atXn9MR9aM77+yiouLrFggwXcTO1g/7ApCbHQw1wcWfIpavWJs9cfaxsOPibHccbQ3YmLlpOEoCjcbAF1jANOiiqrqdMyYLsF69HqROne6i5ORkmjNnphJiUiqTkBsCTJfhbhBgLhVfJiwANofbkcfcvjg60kkbjQAXCFNd2oAzZnJGR4Dt+nIr/fyfrbrUKLO+pGsMBIL/fMH/tKTzr2xpue11677kpNzTaObMefTee6vpiy8+o6efflY9L/+2cOE8mjRpmuX2CipCgGlDFnwgbAsAR7ZXPl9clM9XlDssXwUwhg0Xm+NYlY8BGzM3jarkSNHfAl/KRh7YmDmXTBVgw4YNpmuv/R3dcMOf6N13V9N//lNcgC1a9DpNnDhFe6mAANOGLIwCTPl87QmKLxcdO2LTsEYibBpmbhrWRtf5WuALBJguq9zOGR0Bptv3iupHRfkoL89fUbVf/Htubi7ddtufadmyf1F8fDxt3LiBjyBn8RHky6oujiDLgfTYsdPk95+1O2pD76IFwADxJWi5fQFwkALaTQEbCDAd0oAvLlp/dQYujHXdzhkTBdi2bd+z2HqBpk+fpUZWbj526XI7TZ78CjVs2Iid8PvTTTfdwrchf6898rCAaUMWfKBKiV7stqN7HO5Lg65KcbE5duF6DNhAgOlwD3yBANPhS5XvS7ovx/VNFGBr175Hn3zyAT3zzNjCHq9f/xVNmTKJcnKy1e3HPn0eowhxMtMsEGCagBVUr7LF0SDxZcICYHO4HXmsyjjjyNtWXSPABcJUl23gjJmcMVGA6XJTpz4EmA5aRepWyQJQGGSV43zVcUecr4rgqhJcKnoJl/47sDFz0wgXncAXWMB0ued2zkCAFR9RCDBdhp+tH3KiGyi+YAErn0wh54xNLof7MeACYarLQXDGTM5AgEGA6c71UuuHdAFQibX5tqPfHemFdAALKS46L+LCusDGzE0jXFQCX2AB0+We2zkDAQYBpsvpqhVg+XlnxRcn1nZBbkddsNy+AOj2x8n6wAYCTIdP4AsEmA5fTDiBgACDANPldNUJMBFfkl6ILWAqzldMvCPvWpWNYNPApqHLN3AGwhSc0UXATM5AgEGAOcJ0xzcNf34wwj37fqnE2rEJjrxnVTfiOC5V3YEQ/h6wMXPTCCElym0afMHHjC733M4ZCDAIMF1Oh94Cxr5eyvKVm0X+ZBZfcYmOvGM4GnH7AhAOTAp+E9hAgOnwD3yBANPhi9R1O2dMFGBr1rxD8+fPUUPxP//zG+rdux9t3/4DjRs3mk6fPk1t27ajAQOGUFRUlO5w/SIums8XQXXqJJXZTkSAi/avhPEB10fCD4j42keUc4bFVyMWXzXCiFblf9rtC0Dle2i/BWADAabDHvAFAkyHLxBg5aNlJxVRVlaWSkO0aNEKSkpKokce+Qf16NGTo+C/QIMHP0WtW/+Kxo4dSS1atOJ6d+gOFwSYNmJnH3BkcVTiaz+Lr0wK1G5Igfiadl/HNc85gotreuPsiwAbCDAdRoEvEGA6fIEAc16AZWZm0O2338S5HxdRcnKyEmAS9V5E19Kl/1Q/uGnTRpo1a4ZKTaRbEAdMFzGnBBgbEn1pBygim3NV1mpAgYRaNt/EXY9h08CmoctIcAbCFJzRRcBMzugcQW74YAOtX7veGWC4FckUVHB+1+H6DtT+uvaW2l6+fDG9/PIUio2NpXbt2lPXrvfStGkvFeaG3LdvLx9BPkqLF6+w1F7RShBg2pAFH6jUpsEsiDhxkHxZ6eSvWY8Cick238J9j1UKF/d1x9E3AjZmbhqOkkCjMfAFHzMadKn8vqT7YzbqmybAduzYTqNHD6eJE6dSYmISjRz5FF144UW0bt2XxQTYoEH9aOHCN7QRgQDThqySAkzE18lD5Dtzivw1zqFAUorNN3DnY9g0sGnoMhOcgTAFZ3QRMJMzOgLMGUT+24odH7CFC+fR8ePHleO9lM8//5T9webTkSOHacmSlervcARZzki5yglfxNepw+TLPEn+pDoUqFHXaY6FvT1sphBguiQEZ8zcTHXH2cn64IyZnDFNgH311X/4+HGysnbFxcXRhAljKSWlDn300VoaOHAotWnTlm9DjqImTZry0WQ3bYrDAqYNmU0LmIiv9FTyZaSRPzElKL7kUNpjBQsjBJgupcEZMzdT3XF2sj44YyZnTBNggvLrr8+hd95ZpcJMtGx5KT322GDas2c3jR8/ijIzM6lZs+Y0dOhwiomJ0aY4BJg2ZPYEWET6UfKdPkb+hNoUYL8vL4ovQQYLIwSY7pQCZ8zcTHXH2cn64IyZnDFRgDnJ25JtQYDZRFdnAYhgq5fv1BHyc5iJAN949Kr4ggArn0w6nLFJSyMfAy5mbqbhJBs4YyZnIMCKjxsEmM1VxOoCEMHO9nLjkWITOdBqY0+LLwgwCDA708nqXLLTtsnPABdYk3X563bOQIBBgOlyutT6loiedZpjfXGgVU6qrfI7Rvgc+W03N2IJFzd3IITvBmzM/GoPISXKbRp8gQDT5Z7bOQMBBgGmy2l7Aoyj2/uOcYqhqBjy12lC5It05Hfd3ojbF4Bw4gdsIMB0+Ae+QIDp8MWEEwgIMAgwXU7rCzBOqu07xsm1WXT56zQlitRP0unIS4ahEWwa2DR0aQfOQJiCM7oImMkZCDAIMEeYXuamkZfD4msP/0YE+euK+Ip25PdMaQSbKQSYLlfBGTM3U91xdrI+OGMmZyDAIMAcWQdKXQDyc4Pii2N+qWPHqFhHfsukRrAwQoDp8hWcMXMz1R1nJ+uDM2ZyBgIMAsyRdeAXC4A/Pyi+8vOC4is6zpHfMa0RLIwQYLqcBWfM3Ex1x9nJugf9DgAAEGhJREFU+uCMmZwxUYDNny+BWP+lAq1ed90N1L37P2j79h84Av5oOn36NLVt246TcQ9RgVp1C8JQ6CJ2tn6xBcDvJ99x9vnKzQ7edoxNsNmq+Y9hYYQA02UxOGPmZqo7zk7WB2fM5IxpAkySbk+dOonTEc3kVETxHPF+AP35z3+hmTNfocGDn6LWrX9FY8eOpBYtWtFtt92hTXEIMG3Igg8ULgABEV8caoJvPfqTGxHF1bDZojcew8IIAabLZHDGzM1Ud5ydrA/OmMkZ0wSYJONOS0ujXr0eVYCvWLGMPvzwfTp8+BAtXfpP9XdIxl3OzA5pMu4jp8h34gBFcLwvP0e4DyTUcnKNMbItLIwQYLrEBWfM3Ex1x9nJ+uCMmZzREWDvvrWWVv/rPcdoE8G5lwPsny3lT7fcQH+4+foK216//iuaMmUi/5lBsbFxNGTIAPKzu1F2drZK0C1l3769fAT5KC1evKLC9kpWcJ0FbNy4cUpxPvfcc7R161YaNmyYOmft0KEDPfPMM9rnrCEVYAeOUuTRXeSveQ4FOME2CnJBlscBbBpmbhrhmtfgCz5mdLnnds6YJsAE/8WLX6d///stqlGjJuuQK+jrr9dTbm5uMQE2aFA/WrjwDd3hIlcJsC+++IL69+9Pv/3tb5UAu/nmm2nUqFHs5NaWz16H8nlra+ratatWJ0MqwFLTldN9dYrzVRH4bl8AKnr/UP47sIEA0+EX+AIBpsMXqet2zugIMN2+V1Q/KspHeXn+iqoV+/fMzAw6efIkNWzI7kVnxdhPP+1Ux45LlqxUf+eJI8gTJ05Qjx492MHtz7Rt2zbq06cP3zboTu+//77q5Pr162ny5Mk0b948LQBDLsC03sb7ld2+AIRzBIANBJgO/8AXCDAdvkCAlY+WHQG2Y8d2NgINZ6f7eZSVlUUPP3w/DRr0JD3//BgaOHAotWnTlm9DjqImTZqycaib7nC5xwLWt29f6tKlCx08eJC++uoruuuuu2j8+PG0aNEi1andu3crgbZmzRqtTkKAacFV6crYNLBp6JIInIEwBWd0ETCTM6ZZwATlOXNmsiFoDeXn57Mu6Uq33noHh6H4kfXJKMrMzKRmzZrzCd1wFaZCt7jiCHLZsmW0Y8cOdnAbwrcMVigB1rlzZ1aZzxcTYA899BCtXr1at4+oDwSAABAAAkAACIQZgS1bvqdGjc4L81u45+cPHNhNl17ayvILRfAtguA1AgfL/fffT6mpqRQZGanOW0VVXn/99erY8b33grcgcATpIOAhbArWjLLBBTZmfrWHcLqU2zT4grmkyz23c8ZEC5juGOjUd4UFrOgLF1jACpzw5eZj+/bt1W3I888/nx544AGd/hGOILXgqnRlty8Ale5gJRoANhBgOvQBXyDAdPgidd3OGQiw4iPqagEmzvgivDIyMqhVq1YccXas9jkrBJjuFK5cfbcvAJXrXeWeBjYQYDoMAl8gwHT4AgFWPlp2nPB18det7zoBptuBiupDgFWEkLP/jk0Dm4Yuo8AZCFNwRhcBMzkjgqN+/aYkQVGrurhNgAU4i87hw/uoQYOmhVD4fBFUp05SmdCExAcslAMBARZKdH/ZNjZTCDBdxoEzZm6muuPsZH1wxkzOHD16kHMqJlBiYs0qF2FuEWDiRp/P8UPT09M4Mj9RSko9CDDdxQELgJkLgO44O1kfnAFndPgEvuBjRocvUtftnBHhkZaWygFRc3S7Vun6Pp+P0wjpBWKt9I+W0YDPF0nx8UmUlFSrmBCFBcwi4m4nusVuOF4NuGDT0CUVOANhCs7oIgDO6CJmwjoDAWZxVE0YTItdcbQacIEA0yUUOIPNFJzRRQCc0UXMhHUGAsziqJowmBa74mg14AIBpksocAabKTijiwA4o4uYCeuM5wRYWloGn/s6HjtW3VQQB3+U4ggAl7IZAWxKxwa4ABfddRScAWe8yBkRYMnJiWV2zbhbkLqDhPpAAAgAASAABIAAEHAbAhBgbhsRvA8QAAJAAAgAASDgeQQgwDw/xOggEAACQAAIAAEg4DYEIMDcNiJ4HyAABIAAEAACQMDzCECAeX6I0UEgAASAABAAAkDAbQhAgLltRPA+QAAIAAEgAASAgOcRgADz/BCjg0AACAABIAAEgIDbEIAAc9uI4H2AABAAAkAACAABzyMAAeb5IUYHgQAQAAJAAAgAAbchAAHmthHB+wABIAAEgAAQAAKeR6DaC7BVq1bR9OnTKTc3l+677z665557PD/oZXVw6tSp9O9//1v987XXXkuDBg2iIUOG0IYNGyg+Pl79fe/evemGG26odhh169aNU1Udo6ioKNX3kSNH0p49e6o1d5YtW0avv/56IRf27dtHf/3rX+nMmTPVljOnT5+mu+++m1555RU699xz6fPPP6exY8dSdnY23XjjjdS/f3+F19atW2nYsGEk9Tt06EDPPPNMIbe8OrlKYrNkyRKaP38+RUREUOvWrRUGMTExJOvQG2+8QTVr1lRQdO7c2dPrcklcylpzy+KSV/ki/SqKzc6dO2nixImF3T18+DBddtllNGPGDGM5U60FmAxgly5daMWKFWriy8IpA3zxxRd7mdOl9k0m9+TJk2nevHlqQXzggQfob3/7m/q7WbNmUb169aodJgUdDgQC1LFjR/roo48KN0lwpzgdtm/fTr169aLFixdT9+7dqyVnNm3apETVzz//TKtXr6a6devSn/70JyUyGjZsSA899BCJkJePm5tvvplGjRpFbdu2paFDhyoB0rVrV8/OsZLYyAev4CFrb2JiIj3xxBPUsmVL9RH88MMPq39r166dZ/Eo6FhJXES0/+Uvf/nF/MnKyiqTS14FqTRsCvqampqq9u6ZM2fS+eefbyxnqrUAe/PNN2ndunU0ZswYNa7Tpk0j2WzFylPdimygGRkZakMosPCcd955SoDJF/qBAweU5Uuw8fl81Qoe+fKSjUGEuVjB5ItcNg1w5780EMuxCHYRFyJWqyNnnnzySbrtttuU5Vg+ZGTOyJoyd+5cBdTKlSvpyy+/VHNIROr777+v/n79+vWFHz9enVglsZGPvN27d9NvfvMb1WX5yJOPGhGj11xzDbVp04b27t1Ll19+OQ0ePJhiY2M9CU1JXFJSUkqdP8KR0rgk1lWvlpLYiDgtKAMHDqTmzZsrQ4EUUzlTrQWYmC4zMzMLjwXkSOXbb7+lZ5991qucttSvXbt2KWvgwoUL6YUXXlDHbQkJCeqrVL7cRYBUp7Jx40ZatGgRjRgxguRLVKwYcpyUk5MD7jARxHoqPJFjI9k0n3vuuWrNmeuuu04JsG+++UZZTSdMmKCmi+AkX+x9+vSh8ePHK05JESHSo0cPWrNmjeenVQE2RTfT48eP0x133KGOasUS2K9fP2VJbNy4sbKMyf8WHN16FaACXMQAUNr8kfW3NC7Nnj3bq5AU9qskZ2R/kg+Y9957T51cieHAVM5UawEmfhrir1IwuUWAbd68WW0e1bWIJUyElmwS8jVftAjh5StevsSqc5kzZ47aLOSoBNwh6tu3L/3hD39Q4rxkqY6cKdgwRLh//PHHxQSYWHrkqPb5558vJsBkzsmxpddLyc1UrF5ixZCjWsGlZPn++++VVUzWHS+X0oSp9Ldg/gg+pXFJ+OT1UhKbcePGUe3atdU+VVoxiTPVWoDJEaSYdkePHq3GsTofQUr/xdleNlNZ8G666Sb64YcfSL42/vjHPyp83n33XXr77bfppZde8vqcL9Y/4Yj4rFx11VXq71977TXl1yP/Xd25I1ZAOXZcu3atspKCM0QFG4YcQb788sskgl1K0SNIOdKWzVVKdTiCLJhQRTdTOdp/8MEH1dH13//+d1VFMBNLoVjEpGzZsoWGDx9Oy5cv9/SaU4CLWHNKW3PliL80Lnn5CLI0zsjfyceeCM8mTZoYz5lqLcAKHKllcsstPzl2k+NH8T+obuXgwYPK4jVp0qRCobFt2zb1lfGvf/1Lba5i8ZE6pVk6vIzXhx9+qHx0xMFchJg4S8umIH4I1Z07YjEWH8qC4zRw5r8C7JxzzlGbhRxHypGbzKVOnTqp42uZQ3Lrr3379uq4TRyJC/xZvDyXCoSGWDAEA7Egy83ZgiLHkYKPzCvBTPyAxBe1LGuHV7AqwEVu/ZW25or/bVlc8goGZfWjqGgXftx66630ySefeIIz1VqAyQhKGArxBZONVb665IusOha5kSU+PE2bNi3svghSv99PCxYsoLy8PLUADBgwoDrCQy+++KLy0RE8RICJDwK4Q/TOO+8oS44I94IifKnOnCm6YXzxxReFYSjEUighBsQBXYSqCC+xeLRq1UrVEX8Wr5cCbOQCgvjGXXTRRYVdln979NFH1TybMmWKWpN//etfF4an8DI2RTlT1vwpi0texkX6VhQb8dGWvWrp0qXFum0qZ6q9APM6edE/IAAEgAAQAAJAwH0IQIC5b0zwRkAACAABIAAEgIDHEYAA8/gAo3tAAAgAASAABICA+xCAAHPfmOCNgAAQAAJAAAgAAY8jAAHm8QFG94AAEAACQAAIAAH3IQAB5r4xwRsBASAABIAAEAACHkcAAszjA4zuAQEgEERAIs3LFX8JoltWmTp1KrVo0YJ+//vfAzYgAASAQEgRgAALKbxoHAgAAbcgYEWA3XvvvSRRxyX1CwoQAAJAIJQIQICFEl20DQSAQFgRkLRZEjBXIq9LRPUjR46oXK/yJzMzU/23WLwk0K5EX5fgoMnJySpgqgROlf9et24d5efnq4CpEjw1KSkprH3CjwMBIOANBCDAvDGO6AUQAAIlEJBo6xKhf8mSJRQXF6eSPYvoat26tRJdkgJHoq3ffvvt1Lt3b5XztKgFTI4jJVL9oEGDVPT6iRMn0qlTp2jEiBHAGggAASBQaQQgwCoNIRoAAkDAjQhIXtcaNWpQv3791OtJMnnx/5o7dy599tlnKh2QJD4WofbEE0+oPKdFBZikJktPT1fiTYqItTp16pTrQ+ZGHPBOQAAIuBMBCDB3jgveCggAgUoiIDnjEhMTVcJnKWvXrqU5c+YoESVHipL0uVmzZioPoySGFktYUQEm/y25CeUoUopYw7KzsyklJaWSb4bHgQAQAAJEEGBgARAAAp5E4OOPP6YxY8bQsmXLlN+WWMLS0tJo69at9Prrr6tjyB07dtBdd92lLGB33nkn3XfffSSWLxFkcuQoVjI5ioyKilKJ6BMSElQyYBQgAASAQGURgACrLIJ4HggAAdci8OqrryoBVrNmTSW49uzZo244zp49m2rVqkXx8fHqmFIsYY8//rg6npw5cyY99thjykI2btw4+uqrr5TFrGXLliTHmnDCd+1w48WAgFEIQIAZNVx4WSAABIAAEAACQMALCECAeWEU0QcgAASAABAAAkDAKAQgwIwaLrwsEAACQAAIAAEg4AUEIMC8MIroAxAAAkAACAABIGAUAhBgRg0XXhYIAAEgAASAABDwAgIQYF4YRfQBCAABIAAEgAAQMAoBCDCjhgsvCwSAABAAAkAACHgBAQgwL4wi+gAEgAAQAAJAAAgYhQAEmFHDhZcFAkAACAABIAAEvIDA/weF1SdNmjUOgAAAAABJRU5ErkJggg==" /></p>Right now, at the time of writing, DVOL is at 50. According to my calculations, 1 month future should trade about 60, and 2 months future about 67. <p></p><p>The futures are expected to launch on <a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit </a>at the end of this month, so we will see soon enough if my calculations are close. <br /></p><p><br /></p><p><span class="MUxGbd wuQ4Ob WZ8Tjf"></span><span>Yulia Prokhorova, a russian woman living in Germany has been harassing Ukrainian refugees and posting these videos on her social media accounts. In this video she </span><span>celebrates indiscriminate rocket strikes that clearly target civilians in a city. Look at her happy face. Look at how much pleasure she gets at the death and suffering of Ukrainian people. This is the essence of what russia wants to bring to Ukraine, this is what we are fighting. <br /></span></p><p><span></span></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.blogger.com/video.g?token=AD6v5dw-pcMfixgz6L5jmcytp7jJhSJ0ZHD9NcxMZrsIIYaTINhE6gSVEtU6DVqso896wKhImolrUlAFDPx1L-0wyQ' class='b-hbp-video b-uploaded' frameborder='0'></iframe></div><br /><br /><p></p><p><span><br /></span></p><p><br /></p><p></p><p></p><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-61735515216534205482023-02-25T13:42:00.003-05:002023-02-25T13:42:43.590-05:00Weekly market update and results summary<p>In November of last year I published a <a href="http://onlyvix.blogspot.com/2023/02/weekly-market-update_19.html" rel="nofollow" target="_blank">post </a>demonstrating that using VIX + normal distribution, or +/- 1 std 68% rule is far far different from real distribution of short-term SPX returns. To validate this, and demonstrate concrete results to the readers I started publishing weekly market forecasts where I predict 50% confidence intervals for the next trading week. If my methodology was well calibrated we would see SPX finish the week inside the range 50% of the time, and 50% outside of the range - this what 50% confidence range means. </p><p>Last week I wrote that after 2 months ( 8 forecasts ) we can start looking at the data and drawing conclusions. The results are in: 4 out of 8, or 50%, which is obviously the best result I could hope for. </p><p></p><p style="text-align: center;"><img alt="" src="data:image/png;base64,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" /></p>In the following weeks I plan on starting publishing 50% confidence ranges for cryptocurrencies as well; I think some readers will find this helpful for their trading. If you are looking to trade crypto options there is no better exchange than <a href="https://www.deribit.com/reg-1228.355" rel="nofollow" target="_blank">Deribit </a>about which I wrote many times. The exchange has 90% market share of all crypto options volume, and is the most advanced in terms of technology and API integration. <br /><p></p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjROJ3c5GJtRPf2moa5AKGjgH3vXawjvMxGDQsuviJTOlqsfS22UnF7XovZu0dE6GKgpXkU3aNZCtEOF_9RL3cfyt3hPIj70WLI7Zr3xpOgx776fl946hEU6Px4lhMMAGH0t7SNNK1MWuXg7gFEHAw3TCJQKWv7BdVCn_71KZC4SZ_cLme4O0qvwjL4JQ/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjROJ3c5GJtRPf2moa5AKGjgH3vXawjvMxGDQsuviJTOlqsfS22UnF7XovZu0dE6GKgpXkU3aNZCtEOF_9RL3cfyt3hPIj70WLI7Zr3xpOgx776fl946hEU6Px4lhMMAGH0t7SNNK1MWuXg7gFEHAw3TCJQKWv7BdVCn_71KZC4SZ_cLme4O0qvwjL4JQ/w400-h208/weekly_ranges.png" width="400" /></a></div><br /><p></p><p> </p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-8737067062317234582023-02-23T06:30:00.000-05:002023-02-23T06:30:44.841-05:00DBCVIX Index<p><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*9.48px); left: calc(var(--scale-factor)*163.03px); top: calc(var(--scale-factor)*456.03px); transform: scaleX(1.04502);">Deutsche Bank Currency Volatility Index was developed to provide an implied volatility benchmark for major currency markets.</span> <span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*9.48px); left: calc(var(--scale-factor)*163.03px); top: calc(var(--scale-factor)*468.03px); transform: scaleX(1.05112);">The index is designed to represent investors’ expectation of future volatility, and is calcu</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*9.48px); left: calc(var(--scale-factor)*163.03px); top: calc(var(--scale-factor)*480.04px); transform: scaleX(1.02055);">lated as the weighted arithmetic average of the 3-month level of implied volatility for 9 major currency pairs - with weights:<br /></span></span></p><ol style="text-align: left;"><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*9.48px); left: calc(var(--scale-factor)*163.03px); top: calc(var(--scale-factor)*480.04px); transform: scaleX(1.02055);"></span></span><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*587.37px); transform: scaleX(1.0251);">EURUSD</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*420.13px); top: calc(var(--scale-factor)*587.37px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*442.65px); top: calc(var(--scale-factor)*587.37px); transform: scaleX(1.02984);">35.90%</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*602.96px); transform: scaleX(1.01964);"> </span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*602.96px); transform: scaleX(1.01964);">USDJPY</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*416.76px); top: calc(var(--scale-factor)*602.96px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*442.65px); top: calc(var(--scale-factor)*602.96px); transform: scaleX(1.02984);">21.79%</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*618.63px); transform: scaleX(1.00619);"> </span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*618.63px); transform: scaleX(1.00619);">GBPUSD</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*419.26px); top: calc(var(--scale-factor)*618.63px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*442.69px); top: calc(var(--scale-factor)*618.63px); transform: scaleX(1.0291);">17.95</span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*634.29px); transform: scaleX(1.03265);">USDCHF</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*419.84px); top: calc(var(--scale-factor)*634.29px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*634.29px); transform: scaleX(1.02493);">5.13%</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*649.89px); transform: scaleX(1.00557);"> </span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*649.89px); transform: scaleX(1.00557);">USDCAD</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*419.22px); top: calc(var(--scale-factor)*649.89px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*649.89px); transform: scaleX(1.02458);">5.13%</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*665.55px); transform: scaleX(1.00628);"> </span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*665.55px); transform: scaleX(1.00628);">AUDUSD</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*419.25px); top: calc(var(--scale-factor)*665.55px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.15px); top: calc(var(--scale-factor)*665.55px); transform: scaleX(1.02387);">6.41%</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*681.22px); transform: scaleX(1.02015);"> </span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*681.22px); transform: scaleX(1.02015);">EURJPY</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*416.78px); top: calc(var(--scale-factor)*681.22px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.16px); top: calc(var(--scale-factor)*681.22px); transform: scaleX(1.02472);">3.85%</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*696.82px); transform: scaleX(1.01202);"> </span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*696.82px); transform: scaleX(1.01202);">EURGBP</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*419.53px); top: calc(var(--scale-factor)*696.82px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.15px); top: calc(var(--scale-factor)*696.82px); transform: scaleX(1.02472);">2.56%</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.03265);"> </span></span></li><li><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*372.36px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.03265);">EURCHF</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*419.84px); top: calc(var(--scale-factor)*712.48px);"> </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);">1.28%</span></span><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);"> </span></span></li></ol><p><span class="markedContent" id="page116R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*9.48px); left: calc(var(--scale-factor)*163.02px); top: calc(var(--scale-factor)*64.75px); transform: scaleX(1.04649);">IVs are calculated at 4pm London BBA fixing, </span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*9.48px); left: calc(var(--scale-factor)*163.02px); top: calc(var(--scale-factor)*76.75px); transform: scaleX(1.0263);">with the weights cor</span><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*9.48px); left: calc(var(--scale-factor)*163.02px); top: calc(var(--scale-factor)*88.75px); transform: scaleX(1.04044);">responding to the average daily turnover in each cross. </span></span><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);"></span></span></p><p><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);">Unless you have access to Bloomberg, the only source for the data is <a href="https://www.cnbc.com/quotes/.DBCVIX" rel="nofollow" target="_blank">CNBC website</a>.</span></span></p><p><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);">Here are 2 files: <a href="https://docs.google.com/spreadsheets/d/19bxIfyVhUdyLsWSAKGU2QUhczz6-d4Pe/edit?usp=sharing&ouid=107506768045811240279&rtpof=true&sd=true" rel="nofollow" target="_blank">1 year of daily data</a>, and <a href="https://docs.google.com/spreadsheets/d/17nWiZ0w32s_0gJGkuBHHFNSeIdWm9Og2/edit?usp=sharing&ouid=107506768045811240279&rtpof=true&sd=true" rel="nofollow" target="_blank">5 years of weekly data</a>. Enjoy!</span></span></p><p><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);"><br /></span></span></p><p><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);">364 days, almost one year since the full-scale invasion, but russian soldiers have been killing Ukrainian citizens in Crimea and Donbas since 2014. In occupied territories russian have created concentration and torture camps. </span></span></p><p><span class="markedContent" id="page113R_mcid0" style="font-family: inherit;"><span dir="ltr" role="presentation" style="font-size: calc(var(--scale-factor)*11.04px); left: calc(var(--scale-factor)*449.12px); top: calc(var(--scale-factor)*712.48px); transform: scaleX(1.02465);"></span></span></p><blockquote><span style="font-family: inherit;"> "Izoliatsiia" is best known for its system of cruel physical torture
which is applied to prisoners of all ages and genders. The most common
method of torture is exposure to electricity. A newly arrived prisoner
is immediately lowered into the basement, stripped naked, tightly taped
to a metal table and connected to two wires from a field military phone.
Then water is poured over the person and electric current is released.
Among the prisoners of the concentration camp, one is considered to be
lucky if the wires are tied to one’s fingers or ears. More often, one
wire is connected to the genitals, and the second is inserted into the
anus.</span></blockquote><p><a href="https://hir.harvard.edu/donetsks-isolation-torture-prison/" rel="nofollow" style="font-family: inherit;" target="_blank">Source </a><span style="font-family: inherit;"><br /></span></p><p></p><p><span style="font-family: inherit;">This is what is at stake, this is the russian plan for Ukraine, this is what we are fighting for. Readers from USA, Canada, Europe, and others - thank you for supporting Ukraine! <br /></span></p><p><span style="font-family: inherit;"> </span></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-15012027220619675842023-02-19T16:46:00.001-05:002023-02-19T16:46:22.879-05:00Weekly market update<p><span data-offset-key="68ho4-161-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-161-0"><span data-text="true">Wall</span></span></span><span data-offset-key="68ho4-162-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-162-0"><span data-text="true"> Street</span></span></span><span data-offset-key="68ho4-163-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-163-0"><span data-text="true"> experienced</span></span></span><span data-offset-key="68ho4-164-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-164-0"><span data-text="true"> mixed</span></span></span><span data-offset-key="68ho4-165-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-165-0"><span data-text="true"> results</span></span></span><span data-offset-key="68ho4-166-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-166-0"><span data-text="true"> on</span></span></span><span data-offset-key="68ho4-167-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-167-0"><span data-text="true"> Tuesday</span></span></span><span data-offset-key="68ho4-168-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-168-0"><span data-text="true">,</span></span></span><span data-offset-key="68ho4-169-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-169-0"><span data-text="true"> with</span></span></span><span data-offset-key="68ho4-170-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-170-0"><span data-text="true"> the</span></span></span><span data-offset-key="68ho4-171-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-171-0"><span data-text="true"> S</span></span></span><span data-offset-key="68ho4-172-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-172-0"><span data-text="true">&</span></span></span><span data-offset-key="68ho4-173-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-173-0"><span data-text="true">P</span></span></span><span data-offset-key="68ho4-174-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-174-0"><span data-text="true"> 500</span></span></span><span data-offset-key="68ho4-175-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-175-0"><span data-text="true"> falling</span></span></span><span data-offset-key="68ho4-176-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-176-0"><span data-text="true"> by</span></span></span><span data-offset-key="68ho4-177-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-177-0"><span data-text="true"> -</span></span></span><span data-offset-key="68ho4-178-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-178-0"><span data-text="true">0</span></span></span><span data-offset-key="68ho4-179-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-179-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-180-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-180-0"><span data-text="true">28</span></span></span><span data-offset-key="68ho4-181-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-181-0"><span data-text="true">%</span></span></span><span data-offset-key="68ho4-182-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-182-0"><span data-text="true"> and</span></span></span><span data-offset-key="68ho4-183-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-183-0"><span data-text="true"> the</span></span></span><span data-offset-key="68ho4-184-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-184-0"><span data-text="true"> ST</span></span></span><span data-offset-key="68ho4-185-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-185-0"><span data-text="true">O</span></span></span><span data-offset-key="68ho4-186-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-186-0"><span data-text="true">XX</span></span></span><span data-offset-key="68ho4-187-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-187-0"><span data-text="true"> 50</span></span></span><span data-offset-key="68ho4-188-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-188-0"><span data-text="true"> rising</span></span></span><span data-offset-key="68ho4-189-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-189-0"><span data-text="true"> by</span></span></span><span data-offset-key="68ho4-190-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-190-0"><span data-text="true"> 1</span></span></span><span data-offset-key="68ho4-191-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-191-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-192-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-192-0"><span data-text="true">83</span></span></span><span data-offset-key="68ho4-193-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-193-0"><span data-text="true">%.</span></span></span><span data-offset-key="68ho4-194-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-194-0"><span data-text="true"> The</span></span></span><span data-offset-key="68ho4-195-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-195-0"><span data-text="true"> V</span></span></span><span data-offset-key="68ho4-196-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-196-0"><span data-text="true">IX</span></span></span><span data-offset-key="68ho4-197-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-197-0"><span data-text="true"> and</span></span></span><span data-offset-key="68ho4-198-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-198-0"><span data-text="true"> V</span></span></span><span data-offset-key="68ho4-199-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-199-0"><span data-text="true">ST</span></span></span><span data-offset-key="68ho4-200-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-200-0"><span data-text="true">O</span></span></span><span data-offset-key="68ho4-201-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-201-0"><span data-text="true">XX</span></span></span><span data-offset-key="68ho4-202-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-202-0"><span data-text="true"> fell</span></span></span><span data-offset-key="68ho4-203-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-203-0"><span data-text="true"> by</span></span></span><span data-offset-key="68ho4-204-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-204-0"><span data-text="true"> -</span></span></span><span data-offset-key="68ho4-205-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-205-0"><span data-text="true">0</span></span></span><span data-offset-key="68ho4-206-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-206-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-207-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-207-0"><span data-text="true">51</span></span></span><span data-offset-key="68ho4-208-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-208-0"><span data-text="true"> points</span></span></span><span data-offset-key="68ho4-209-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-209-0"><span data-text="true"> and</span></span></span><span data-offset-key="68ho4-210-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-210-0"><span data-text="true"> -</span></span></span><span data-offset-key="68ho4-211-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-211-0"><span data-text="true">1</span></span></span><span data-offset-key="68ho4-212-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-212-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-213-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-213-0"><span data-text="true">24</span></span></span><span data-offset-key="68ho4-214-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-214-0"><span data-text="true"> points</span></span></span><span data-offset-key="68ho4-215-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-215-0"><span data-text="true">,</span></span></span><span data-offset-key="68ho4-216-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-216-0"><span data-text="true"> respectively</span></span></span><span data-offset-key="68ho4-217-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-217-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-218-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-218-0"><span data-text="true"> The</span></span></span><span data-offset-key="68ho4-219-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-219-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="68ho4-220-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-220-0"><span data-text="true">ke</span></span></span><span data-offset-key="68ho4-221-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-221-0"><span data-text="true">i</span></span></span><span data-offset-key="68ho4-222-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-222-0"><span data-text="true"> 225</span></span></span><span data-offset-key="68ho4-223-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-223-0"><span data-text="true"> experienced</span></span></span><span data-offset-key="68ho4-224-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-224-0"><span data-text="true"> a</span></span></span><span data-offset-key="68ho4-225-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-225-0"><span data-text="true"> slight</span></span></span><span data-offset-key="68ho4-226-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-226-0"><span data-text="true"> dip</span></span></span><span data-offset-key="68ho4-227-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-227-0"><span data-text="true"> with</span></span></span><span data-offset-key="68ho4-228-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-228-0"><span data-text="true"> a</span></span></span><span data-offset-key="68ho4-229-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-229-0"><span data-text="true"> fall</span></span></span><span data-offset-key="68ho4-230-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-230-0"><span data-text="true"> of</span></span></span><span data-offset-key="68ho4-231-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-231-0"><span data-text="true"> -</span></span></span><span data-offset-key="68ho4-232-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-232-0"><span data-text="true">0</span></span></span><span data-offset-key="68ho4-233-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-233-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-234-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-234-0"><span data-text="true">57</span></span></span><span data-offset-key="68ho4-235-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-235-0"><span data-text="true">%,</span></span></span><span data-offset-key="68ho4-236-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-236-0"><span data-text="true"> while</span></span></span><span data-offset-key="68ho4-237-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-237-0"><span data-text="true"> the</span></span></span><span data-offset-key="68ho4-238-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-238-0"><span data-text="true"> V</span></span></span><span data-offset-key="68ho4-239-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-239-0"><span data-text="true">N</span></span></span><span data-offset-key="68ho4-240-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-240-0"><span data-text="true">KY</span></span></span><span data-offset-key="68ho4-241-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-241-0"><span data-text="true"> fell</span></span></span><span data-offset-key="68ho4-242-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-242-0"><span data-text="true"> by</span></span></span><span data-offset-key="68ho4-243-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-243-0"><span data-text="true"> -</span></span></span><span data-offset-key="68ho4-244-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-244-0"><span data-text="true">0</span></span></span><span data-offset-key="68ho4-245-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-245-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-246-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-246-0"><span data-text="true">82</span></span></span><span data-offset-key="68ho4-247-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-247-0"><span data-text="true"> points</span></span></span><span data-offset-key="68ho4-248-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-248-0"><span data-text="true">.</span></span></span><span data-offset-key="68ho4-249-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-249-0"><span data-text="true"> These</span></span></span><span data-offset-key="68ho4-250-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-250-0"><span data-text="true"> results</span></span></span><span data-offset-key="68ho4-251-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-251-0"><span data-text="true"> occurred</span></span></span><span data-offset-key="68ho4-252-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-252-0"><span data-text="true"> despite</span></span></span><span data-offset-key="68ho4-253-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-253-0"><span data-text="true"> strong</span></span></span><span data-offset-key="68ho4-254-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-254-0"><span data-text="true"> supplier</span></span></span><span data-offset-key="68ho4-255-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-255-0"><span data-text="true">-</span></span></span><span data-offset-key="68ho4-256-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-256-0"><span data-text="true">level</span></span></span><span data-offset-key="68ho4-257-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-257-0"><span data-text="true"> inflation</span></span></span>. <br /><span data-offset-key="68ho4-275-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-275-0"><span data-text="true">This</span></span></span><span data-offset-key="68ho4-276-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-276-0"><span data-text="true"> could</span></span></span><span data-offset-key="68ho4-277-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-277-0"><span data-text="true"> indicate</span></span></span><span data-offset-key="68ho4-278-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-278-0"><span data-text="true"> that</span></span></span><span data-offset-key="68ho4-279-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-279-0"><span data-text="true"> investors</span></span></span><span data-offset-key="68ho4-280-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-280-0"><span data-text="true"> are</span></span></span><span data-offset-key="68ho4-281-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-281-0"><span data-text="true"> confident</span></span></span><span data-offset-key="68ho4-282-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-282-0"><span data-text="true"> in</span></span></span><span data-offset-key="68ho4-283-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-283-0"><span data-text="true"> the</span></span></span><span data-offset-key="68ho4-284-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-284-0"><span data-text="true"> market</span></span></span><span data-offset-key="68ho4-285-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-285-0"><span data-text="true">'s</span></span></span><span data-offset-key="68ho4-286-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-286-0"><span data-text="true"> ability</span></span></span><span data-offset-key="68ho4-287-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-287-0"><span data-text="true"> to</span></span></span><span data-offset-key="68ho4-288-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-288-0"><span data-text="true"> weather</span></span></span><span data-offset-key="68ho4-289-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-289-0"><span data-text="true"> rising</span></span></span><span data-offset-key="68ho4-290-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-290-0"><span data-text="true"> prices</span></span></span><span data-offset-key="68ho4-291-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-291-0"><span data-text="true"> and</span></span></span><span data-offset-key="68ho4-292-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-292-0"><span data-text="true"> remain</span></span></span><span data-offset-key="68ho4-293-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-293-0"><span data-text="true"> stable</span></span></span><span data-offset-key="68ho4-294-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-294-0"><span data-text="true"> in</span></span></span><span data-offset-key="68ho4-295-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-295-0"><span data-text="true"> the</span></span></span><span data-offset-key="68ho4-296-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-296-0"><span data-text="true"> near</span></span></span><span data-offset-key="68ho4-297-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-297-0"><span data-text="true"> term</span></span></span><span data-offset-key="68ho4-298-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-298-0"><span data-text="true">.</span></span></span></p><p><span data-offset-key="68ho4-298-0" style="background-color: var(--green-100);"><span data-offset-key="68ho4-298-0"><span data-text="true"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgv6U0PffjYXu1QCklTEdJ4XcPZ3w3Af8QK-3iU5XkL4Mak0MQxR4UESojtNa7CGBy7emotv-D0y0KSHsxFI98Aqb9S3cFGaThuzfbILsF-lwaclieqCRwuwyjCBQeBd7Mn9j_-C4bAHn8uJkdIDfTYzbHOxANasUYyIjdO5SLvyWeU-yyCJwye9uWZGg/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgv6U0PffjYXu1QCklTEdJ4XcPZ3w3Af8QK-3iU5XkL4Mak0MQxR4UESojtNa7CGBy7emotv-D0y0KSHsxFI98Aqb9S3cFGaThuzfbILsF-lwaclieqCRwuwyjCBQeBd7Mn9j_-C4bAHn8uJkdIDfTYzbHOxANasUYyIjdO5SLvyWeU-yyCJwye9uWZGg/w400-h208/weekly_ranges.png" width="400" /> </a></div><div class="separator" style="clear: both; text-align: center;"> </div><div class="separator" style="clear: both; text-align: center;"> </div><div class="separator" style="clear: both; text-align: left;">I have been publishing weekly ranges for nearly 2 months now, probably it is time to look at the results of this experiment and make some conclusions. Unfortunately I did not keep a spreadsheet for the forecasts, so will have to enter them manually. Until next week! <br /></div><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-77722051851809484372023-02-12T10:56:00.001-05:002023-02-12T10:56:03.233-05:00Weekly market update<p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEifbXVMVZfStkxH7I5in8ndWSKEj0qZsJyVK3JXS9Z4QFACcT4K-eoRIuuU-rM9mTvQyoyADbiIDWvP1X4OADo-a7RUuXkWIAdxaKqoRzyMEPfBd-dg5GxcKrKxSQzKRg2DK-2FuZ7lxJjEy7SWMtkC59Scsa2ulbcwe_46IxsZKzLyLgzVWlDlHuzevg/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEifbXVMVZfStkxH7I5in8ndWSKEj0qZsJyVK3JXS9Z4QFACcT4K-eoRIuuU-rM9mTvQyoyADbiIDWvP1X4OADo-a7RUuXkWIAdxaKqoRzyMEPfBd-dg5GxcKrKxSQzKRg2DK-2FuZ7lxJjEy7SWMtkC59Scsa2ulbcwe_46IxsZKzLyLgzVWlDlHuzevg/w400-h208/weekly_ranges.png" width="400" /></a></div><br /><span data-offset-key="ch1gt-188-0"><span data-offset-key="ch1gt-188-0"><span data-text="true">The</span></span></span><span data-offset-key="ch1gt-189-0"><span data-offset-key="ch1gt-189-0"><span data-text="true"> stock</span></span></span><span data-offset-key="ch1gt-190-0"><span data-offset-key="ch1gt-190-0"><span data-text="true"> markets</span></span></span><span data-offset-key="ch1gt-191-0"><span data-offset-key="ch1gt-191-0"><span data-text="true"> had</span></span></span><span data-offset-key="ch1gt-192-0"><span data-offset-key="ch1gt-192-0"><span data-text="true"> a</span></span></span><span data-offset-key="ch1gt-193-0"><span data-offset-key="ch1gt-193-0"><span data-text="true"> turbulent</span></span></span><span data-offset-key="ch1gt-194-0"><span data-offset-key="ch1gt-194-0"><span data-text="true"> week</span></span></span><span data-offset-key="ch1gt-195-0"><span data-offset-key="ch1gt-195-0"><span data-text="true">,</span></span></span><span data-offset-key="ch1gt-196-0"><span data-offset-key="ch1gt-196-0"><span data-text="true"> with</span></span></span><span data-offset-key="ch1gt-197-0"><span data-offset-key="ch1gt-197-0"><span data-text="true"> the</span></span></span><span data-offset-key="ch1gt-198-0"><span data-offset-key="ch1gt-198-0"><span data-text="true"> S</span></span></span><span data-offset-key="ch1gt-199-0"><span data-offset-key="ch1gt-199-0"><span data-text="true">&</span></span></span><span data-offset-key="ch1gt-200-0"><span data-offset-key="ch1gt-200-0"><span data-text="true">P</span></span></span><span data-offset-key="ch1gt-201-0"><span data-offset-key="ch1gt-201-0"><span data-text="true"> 500</span></span></span><span data-offset-key="ch1gt-202-0"><span data-offset-key="ch1gt-202-0"><span data-text="true"> falling</span></span></span><span data-offset-key="ch1gt-203-0"><span data-offset-key="ch1gt-203-0"><span data-text="true"> by</span></span></span><span data-offset-key="ch1gt-204-0"><span data-offset-key="ch1gt-204-0"><span data-text="true"> 1</span></span></span><span data-offset-key="ch1gt-205-0"><span data-offset-key="ch1gt-205-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-206-0"><span data-offset-key="ch1gt-206-0"><span data-text="true">11</span></span></span><span data-offset-key="ch1gt-207-0"><span data-offset-key="ch1gt-207-0"><span data-text="true">%</span></span></span><span data-offset-key="ch1gt-208-0"><span data-offset-key="ch1gt-208-0"><span data-text="true"> and</span></span></span><span data-offset-key="ch1gt-209-0"><span data-offset-key="ch1gt-209-0"><span data-text="true"> the</span></span></span><span data-offset-key="ch1gt-210-0"><span data-offset-key="ch1gt-210-0"><span data-text="true"> ST</span></span></span><span data-offset-key="ch1gt-211-0"><span data-offset-key="ch1gt-211-0"><span data-text="true">O</span></span></span><span data-offset-key="ch1gt-212-0"><span data-offset-key="ch1gt-212-0"><span data-text="true">XX</span></span></span><span data-offset-key="ch1gt-213-0"><span data-offset-key="ch1gt-213-0"><span data-text="true"> 50</span></span></span><span data-offset-key="ch1gt-214-0"><span data-offset-key="ch1gt-214-0"><span data-text="true"> dropping</span></span></span><span data-offset-key="ch1gt-215-0"><span data-offset-key="ch1gt-215-0"><span data-text="true"> 1</span></span></span><span data-offset-key="ch1gt-216-0"><span data-offset-key="ch1gt-216-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-217-0"><span data-offset-key="ch1gt-217-0"><span data-text="true">41</span></span></span><span data-offset-key="ch1gt-218-0"><span data-offset-key="ch1gt-218-0"><span data-text="true">%.</span></span></span><span data-offset-key="ch1gt-219-0"><span data-offset-key="ch1gt-219-0"><span data-text="true"> The</span></span></span><span data-offset-key="ch1gt-220-0"><span data-offset-key="ch1gt-220-0"><span data-text="true"> V</span></span></span><span data-offset-key="ch1gt-221-0"><span data-offset-key="ch1gt-221-0"><span data-text="true">IX</span></span></span><span data-offset-key="ch1gt-229-0"><span data-offset-key="ch1gt-229-0"><span data-text="true"> rose</span></span></span><span data-offset-key="ch1gt-230-0"><span data-offset-key="ch1gt-230-0"><span data-text="true"> 2</span></span></span><span data-offset-key="ch1gt-231-0"><span data-offset-key="ch1gt-231-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-232-0"><span data-offset-key="ch1gt-232-0"><span data-text="true">20</span></span></span><span data-offset-key="ch1gt-233-0"><span data-offset-key="ch1gt-233-0"><span data-text="true"> points</span></span></span><span data-offset-key="ch1gt-234-0"><span data-offset-key="ch1gt-234-0"><span data-text="true"> to</span></span></span><span data-offset-key="ch1gt-235-0"><span data-offset-key="ch1gt-235-0"><span data-text="true"> 20</span></span></span><span data-offset-key="ch1gt-236-0"><span data-offset-key="ch1gt-236-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-237-0"><span data-offset-key="ch1gt-237-0"><span data-text="true">53</span></span></span><span data-offset-key="ch1gt-238-0"><span data-offset-key="ch1gt-238-0"><span data-text="true">,</span></span></span><span data-offset-key="ch1gt-239-0"><span data-offset-key="ch1gt-239-0"><span data-text="true"> while</span></span></span><span data-offset-key="ch1gt-240-0"><span data-offset-key="ch1gt-240-0"><span data-text="true"> the</span></span></span><span data-offset-key="ch1gt-241-0"><span data-offset-key="ch1gt-241-0"><span data-text="true"> V</span></span></span><span data-offset-key="ch1gt-242-0"><span data-offset-key="ch1gt-242-0"><span data-text="true">ST</span></span></span><span data-offset-key="ch1gt-243-0"><span data-offset-key="ch1gt-243-0"><span data-text="true">O</span></span></span><span data-offset-key="ch1gt-244-0"><span data-offset-key="ch1gt-244-0"><span data-text="true">XX</span></span></span><span data-offset-key="ch1gt-245-0"><span data-offset-key="ch1gt-245-0"><span data-text="true"> rose</span></span></span><span data-offset-key="ch1gt-246-0"><span data-offset-key="ch1gt-246-0"><span data-text="true"> 3</span></span></span><span data-offset-key="ch1gt-247-0"><span data-offset-key="ch1gt-247-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-248-0"><span data-offset-key="ch1gt-248-0"><span data-text="true">71</span></span></span><span data-offset-key="ch1gt-249-0"><span data-offset-key="ch1gt-249-0"><span data-text="true"> points</span></span></span><span data-offset-key="ch1gt-250-0"><span data-offset-key="ch1gt-250-0"><span data-text="true"> to</span></span></span><span data-offset-key="ch1gt-251-0"><span data-offset-key="ch1gt-251-0"><span data-text="true"> 20</span></span></span><span data-offset-key="ch1gt-252-0"><span data-offset-key="ch1gt-252-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-253-0"><span data-offset-key="ch1gt-253-0"><span data-text="true">47</span></span></span><span data-offset-key="ch1gt-254-0"><span data-offset-key="ch1gt-254-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-255-0"><span data-offset-key="ch1gt-255-0"><span data-text="true"> </span></span></span><p></p><p><span data-offset-key="ch1gt-287-0"><span data-offset-key="ch1gt-287-0"><span data-text="true">The</span></span></span><span data-offset-key="ch1gt-288-0"><span data-offset-key="ch1gt-288-0"><span data-text="true"> rebound</span></span></span><span data-offset-key="ch1gt-289-0"><span data-offset-key="ch1gt-289-0"><span data-text="true"> in</span></span></span><span data-offset-key="ch1gt-290-0"><span data-offset-key="ch1gt-290-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="ch1gt-291-0"><span data-offset-key="ch1gt-291-0"><span data-text="true"> appears</span></span></span><span data-offset-key="ch1gt-292-0"><span data-offset-key="ch1gt-292-0"><span data-text="true"> to</span></span></span><span data-offset-key="ch1gt-293-0"><span data-offset-key="ch1gt-293-0"><span data-text="true"> have</span></span></span><span data-offset-key="ch1gt-294-0"><span data-offset-key="ch1gt-294-0"><span data-text="true"> lost</span></span></span><span data-offset-key="ch1gt-295-0"><span data-offset-key="ch1gt-295-0"><span data-text="true"> steam</span></span></span><span data-offset-key="ch1gt-296-0"><span data-offset-key="ch1gt-296-0"><span data-text="true">,</span></span></span><span data-offset-key="ch1gt-297-0"><span data-offset-key="ch1gt-297-0"><span data-text="true"> but</span></span></span><span data-offset-key="ch1gt-298-0"><span data-offset-key="ch1gt-298-0"><span data-text="true"> the</span></span></span><span data-offset-key="ch1gt-299-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-299-0"><span data-text="true"> metal</span></span></span><span data-offset-key="ch1gt-300-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-300-0"><span data-text="true"> markets</span></span></span><span data-offset-key="ch1gt-301-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-301-0"><span data-text="true"> have</span></span></span><span data-offset-key="ch1gt-302-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-302-0"><span data-text="true"> been</span></span></span><span data-offset-key="ch1gt-303-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-303-0"><span data-text="true"> boosted</span></span></span><span data-offset-key="ch1gt-304-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-304-0"><span data-text="true"> by</span></span></span><span data-offset-key="ch1gt-305-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-305-0"><span data-text="true"> China</span></span></span><span data-offset-key="ch1gt-306-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-306-0"><span data-text="true">'s</span></span></span><span data-offset-key="ch1gt-307-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-307-0"><span data-text="true"> re</span></span></span><span data-offset-key="ch1gt-308-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-308-0"><span data-text="true">opening</span></span></span><span data-offset-key="ch1gt-309-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-309-0"><span data-text="true"> and</span></span></span><span data-offset-key="ch1gt-310-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-310-0"><span data-text="true"> tight</span></span></span><span data-offset-key="ch1gt-311-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-311-0"><span data-text="true"> supplies</span></span></span><span data-offset-key="ch1gt-312-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-312-0"><span data-text="true">.</span></span></span><span data-offset-key="ch1gt-313-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-313-0"><span data-text="true"> Despite</span></span></span><span data-offset-key="ch1gt-314-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-314-0"><span data-text="true"> the</span></span></span><span data-offset-key="ch1gt-315-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-315-0"><span data-text="true"> overall</span></span></span><span data-offset-key="ch1gt-316-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-316-0"><span data-text="true"> market</span></span></span><span data-offset-key="ch1gt-317-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-317-0"><span data-text="true"> pessim</span></span></span><span data-offset-key="ch1gt-318-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-318-0"><span data-text="true">ism</span></span></span><span data-offset-key="ch1gt-319-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-319-0"><span data-text="true">,</span></span></span><span data-offset-key="ch1gt-320-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-320-0"><span data-text="true"> there</span></span></span><span data-offset-key="ch1gt-321-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-321-0"><span data-text="true"> may</span></span></span><span data-offset-key="ch1gt-322-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-322-0"><span data-text="true"> be</span></span></span><span data-offset-key="ch1gt-323-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-323-0"><span data-text="true"> potential</span></span></span><span data-offset-key="ch1gt-324-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-324-0"><span data-text="true"> for</span></span></span><span data-offset-key="ch1gt-325-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-325-0"><span data-text="true"> investors</span></span></span><span data-offset-key="ch1gt-326-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-326-0"><span data-text="true"> to</span></span></span><span data-offset-key="ch1gt-327-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-327-0"><span data-text="true"> capitalize</span></span></span><span data-offset-key="ch1gt-328-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-328-0"><span data-text="true"> on</span></span></span><span data-offset-key="ch1gt-329-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-329-0"><span data-text="true"> the</span></span></span><span data-offset-key="ch1gt-330-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-330-0"><span data-text="true"> tight</span></span></span><span data-offset-key="ch1gt-331-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-331-0"><span data-text="true"> supply</span></span></span><span data-offset-key="ch1gt-332-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-332-0"><span data-text="true"> and</span></span></span><span data-offset-key="ch1gt-333-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-333-0"><span data-text="true"> increasing</span></span></span><span data-offset-key="ch1gt-334-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-334-0"><span data-text="true"> demand</span></span></span><span data-offset-key="ch1gt-335-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-335-0"><span data-text="true"> for</span></span></span><span data-offset-key="ch1gt-336-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-336-0"><span data-text="true"> metals</span></span></span><span data-offset-key="ch1gt-337-0" style="background-color: var(--green-100);"><span data-offset-key="ch1gt-337-0"><span data-text="true">.</span></span></span></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-35494011710927044732023-02-05T11:48:00.002-05:002023-02-05T11:48:18.853-05:00Weekly market report<p> <span data-offset-key="853o2-198-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-198-0"><span data-text="true">Wall</span></span></span><span data-offset-key="853o2-199-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-199-0"><span data-text="true"> Street</span></span></span><span data-offset-key="853o2-200-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-200-0"><span data-text="true"> had</span></span></span><span data-offset-key="853o2-201-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-201-0"><span data-text="true"> a</span></span></span><span data-offset-key="853o2-202-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-202-0"><span data-text="true"> strong</span></span></span><span data-offset-key="853o2-203-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-203-0"><span data-text="true"> week</span></span></span><span data-offset-key="853o2-204-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-204-0"><span data-text="true"> as</span></span></span><span data-offset-key="853o2-205-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-205-0"><span data-text="true"> major</span></span></span><span data-offset-key="853o2-206-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-206-0"><span data-text="true"> indices</span></span></span><span data-offset-key="853o2-207-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-207-0"><span data-text="true"> rose</span></span></span><span data-offset-key="853o2-208-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-208-0"><span data-text="true">,</span></span></span><span data-offset-key="853o2-209-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-209-0"><span data-text="true"> with</span></span></span><span data-offset-key="853o2-210-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-210-0"><span data-text="true"> the</span></span></span><span data-offset-key="853o2-211-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-211-0"><span data-text="true"> S</span></span></span><span data-offset-key="853o2-212-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-212-0"><span data-text="true">&</span></span></span><span data-offset-key="853o2-213-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-213-0"><span data-text="true">P</span></span></span><span data-offset-key="853o2-214-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-214-0"><span data-text="true"> 500</span></span></span><span data-offset-key="853o2-215-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-215-0"><span data-text="true"> up</span></span></span><span data-offset-key="853o2-216-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-216-0"><span data-text="true"> 1</span></span></span><span data-offset-key="853o2-217-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-217-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-218-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-218-0"><span data-text="true">62</span></span></span><span data-offset-key="853o2-219-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-219-0"><span data-text="true">%</span></span></span><span data-offset-key="853o2-220-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-220-0"><span data-text="true"> and</span></span></span><span data-offset-key="853o2-221-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-221-0"><span data-text="true"> the</span></span></span><span data-offset-key="853o2-222-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-222-0"><span data-text="true"> ST</span></span></span><span data-offset-key="853o2-223-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-223-0"><span data-text="true">O</span></span></span><span data-offset-key="853o2-224-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-224-0"><span data-text="true">XX</span></span></span><span data-offset-key="853o2-225-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-225-0"><span data-text="true"> 50</span></span></span><span data-offset-key="853o2-226-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-226-0"><span data-text="true"> up</span></span></span><span data-offset-key="853o2-227-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-227-0"><span data-text="true"> 1</span></span></span><span data-offset-key="853o2-228-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-228-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-229-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-229-0"><span data-text="true">91</span></span></span><span data-offset-key="853o2-230-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-230-0"><span data-text="true">%.</span></span></span><span data-offset-key="853o2-231-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-231-0"><span data-text="true"> This</span></span></span><span data-offset-key="853o2-232-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-232-0"><span data-text="true"> was</span></span></span><span data-offset-key="853o2-233-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-233-0"><span data-text="true"> largely</span></span></span><span data-offset-key="853o2-234-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-234-0"><span data-text="true"> driven</span></span></span><span data-offset-key="853o2-235-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-235-0"><span data-text="true"> by</span></span></span><span data-offset-key="853o2-236-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-236-0"><span data-text="true"> the</span></span></span><span data-offset-key="853o2-237-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-237-0"><span data-text="true"> tech</span></span></span><span data-offset-key="853o2-238-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-238-0"><span data-text="true"> sector</span></span></span><span data-offset-key="853o2-239-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-239-0"><span data-text="true">,</span></span></span><span data-offset-key="853o2-240-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-240-0"><span data-text="true"> with</span></span></span><span data-offset-key="853o2-241-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-241-0"><span data-text="true"> the</span></span></span><span data-offset-key="853o2-242-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-242-0"><span data-text="true"> Nas</span></span></span><span data-offset-key="853o2-243-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-243-0"><span data-text="true">daq</span></span></span><span data-offset-key="853o2-244-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-244-0"><span data-text="true"> surging</span></span></span><span data-offset-key="853o2-245-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-245-0"><span data-text="true"> thanks</span></span></span><span data-offset-key="853o2-246-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-246-0"><span data-text="true"> to</span></span></span><span data-offset-key="853o2-247-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-247-0"><span data-text="true"> gains</span></span></span><span data-offset-key="853o2-248-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-248-0"><span data-text="true"> in</span></span></span><span data-offset-key="853o2-249-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-249-0"><span data-text="true"> tech</span></span></span><span data-offset-key="853o2-250-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-250-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="853o2-251-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-251-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-252-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-252-0"><span data-text="true"> Travel</span></span></span><span data-offset-key="853o2-253-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-253-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="853o2-254-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-254-0"><span data-text="true"> also</span></span></span><span data-offset-key="853o2-255-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-255-0"><span data-text="true"> enjoyed</span></span></span><span data-offset-key="853o2-256-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-256-0"><span data-text="true"> strong</span></span></span><span data-offset-key="853o2-257-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-257-0"><span data-text="true"> gains</span></span></span><span data-offset-key="853o2-258-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-258-0"><span data-text="true"> as</span></span></span><span data-offset-key="853o2-259-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-259-0"><span data-text="true"> they</span></span></span><span data-offset-key="853o2-260-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-260-0"><span data-text="true"> recovered</span></span></span><span data-offset-key="853o2-261-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-261-0"><span data-text="true"> from</span></span></span><span data-offset-key="853o2-262-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-262-0"><span data-text="true"> pand</span></span></span><span data-offset-key="853o2-263-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-263-0"><span data-text="true">emic</span></span></span><span data-offset-key="853o2-264-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-264-0"><span data-text="true"> struggles</span></span></span><span data-offset-key="853o2-265-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-265-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-266-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-266-0"><span data-text="true"> Additionally</span></span></span><span data-offset-key="853o2-267-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-267-0"><span data-text="true">,</span></span></span><span data-offset-key="853o2-268-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-268-0"><span data-text="true"> private</span></span></span><span data-offset-key="853o2-269-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-269-0"><span data-text="true"> equity</span></span></span><span data-offset-key="853o2-270-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-270-0"><span data-text="true"> firms</span></span></span><span data-offset-key="853o2-271-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-271-0"><span data-text="true"> are</span></span></span><span data-offset-key="853o2-272-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-272-0"><span data-text="true"> tapping</span></span></span><span data-offset-key="853o2-273-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-273-0"><span data-text="true"> into</span></span></span><span data-offset-key="853o2-274-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-274-0"><span data-text="true"> insurers</span></span></span><span data-offset-key="853o2-275-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-275-0"><span data-text="true">'</span></span></span><span data-offset-key="853o2-276-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-276-0"><span data-text="true"> cash</span></span></span><span data-offset-key="853o2-277-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-277-0"><span data-text="true"> reserves</span></span></span><span data-offset-key="853o2-278-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-278-0"><span data-text="true"> to</span></span></span><span data-offset-key="853o2-279-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-279-0"><span data-text="true"> accelerate</span></span></span><span data-offset-key="853o2-280-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-280-0"><span data-text="true"> growth</span></span></span><span data-offset-key="853o2-281-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-281-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-282-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-282-0"><span data-text="true"> The</span></span></span><span data-offset-key="853o2-283-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-283-0"><span data-text="true"> V</span></span></span><span data-offset-key="853o2-284-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-284-0"><span data-text="true">IX</span></span></span><span data-offset-key="853o2-285-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-285-0"><span data-text="true"> and</span></span></span><span data-offset-key="853o2-286-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-286-0"><span data-text="true"> V</span></span></span><span data-offset-key="853o2-287-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-287-0"><span data-text="true">ST</span></span></span><span data-offset-key="853o2-288-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-288-0"><span data-text="true">O</span></span></span><span data-offset-key="853o2-289-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-289-0"><span data-text="true">XX</span></span></span><span data-offset-key="853o2-290-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-290-0"><span data-text="true"> both</span></span></span><span data-offset-key="853o2-291-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-291-0"><span data-text="true"> fell</span></span></span><span data-offset-key="853o2-292-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-292-0"><span data-text="true">,</span></span></span><span data-offset-key="853o2-293-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-293-0"><span data-text="true"> by</span></span></span><span data-offset-key="853o2-294-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-294-0"><span data-text="true"> -</span></span></span><span data-offset-key="853o2-295-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-295-0"><span data-text="true">0</span></span></span><span data-offset-key="853o2-296-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-296-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-297-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-297-0"><span data-text="true">18</span></span></span><span data-offset-key="853o2-298-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-298-0"><span data-text="true"> points</span></span></span><span data-offset-key="853o2-299-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-299-0"><span data-text="true"> to</span></span></span><span data-offset-key="853o2-300-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-300-0"><span data-text="true"> 18</span></span></span><span data-offset-key="853o2-301-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-301-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-302-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-302-0"><span data-text="true">33</span></span></span><span data-offset-key="853o2-303-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-303-0"><span data-text="true"> and</span></span></span><span data-offset-key="853o2-304-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-304-0"><span data-text="true"> -</span></span></span><span data-offset-key="853o2-305-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-305-0"><span data-text="true">0</span></span></span><span data-offset-key="853o2-306-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-306-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-307-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-307-0"><span data-text="true">53</span></span></span><span data-offset-key="853o2-308-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-308-0"><span data-text="true"> points</span></span></span><span data-offset-key="853o2-309-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-309-0"><span data-text="true"> to</span></span></span><span data-offset-key="853o2-310-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-310-0"><span data-text="true"> 16</span></span></span><span data-offset-key="853o2-311-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-311-0"><span data-text="true">.</span></span></span><span data-offset-key="853o2-312-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-312-0"><span data-text="true">76</span></span></span><span data-offset-key="853o2-313-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-313-0"><span data-text="true"> respectively</span></span></span><span data-offset-key="853o2-314-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-314-0"><span data-text="true">.</span></span></span></p><p><span data-offset-key="853o2-314-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-314-0"><span data-text="true"> </span></span></span><span data-offset-key="853o2-315-0" style="background-color: var(--green-100);"><span data-offset-key="853o2-315-0"><span data-text="true"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiVQWjwqEZdAfiL_hUip9naZ1lWQG03gqGvU-o02QM9w4XsWbi-gPl9aJm2iHu0dedym2TznVZpWu3zrYKvY8t4xBa-nllIeEdSmsxHbn7ew5HL9C5ect1kK9h1d-Afesw60xNMBFRyWw_TceoMt7opEoGY3lqdP0uF01VfH7q-wDhp9KEIp08i5SIq9Q/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiVQWjwqEZdAfiL_hUip9naZ1lWQG03gqGvU-o02QM9w4XsWbi-gPl9aJm2iHu0dedym2TznVZpWu3zrYKvY8t4xBa-nllIeEdSmsxHbn7ew5HL9C5ect1kK9h1d-Afesw60xNMBFRyWw_TceoMt7opEoGY3lqdP0uF01VfH7q-wDhp9KEIp08i5SIq9Q/s320/weekly_ranges.png" width="320" /></a></div><br /><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-29389398794793311382023-01-29T05:19:00.003-05:002023-01-29T05:19:47.093-05:00Weekly market report<p>Wall Street saw an unusually high level of activity in stock-options trading, with Tesla leading the way. The S&P 500, Dow, and STOXX 50 all rose, with the S&P 500 and STOXX 50 gaining 2.47% and 1.41%, respectively. Volatility indexes fell, the VIX and VSTOXX fell by 1.34 points and 1.39 points, respectively, while the VNKY dropped by 0.37 points. Recent economic data and earnings reports are providing the foundation for the rise in stock prices, and investor optimism. </p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiP3I7vdNVdEdLiiAxLCjvNkFKPnvmm5t92i2WLUuwSEkYzc6CqDCpMQh8AHQH3o0ATqJ3cIOsiu5B0k_Mk_u1LIC4IUNbhF866oI-QQ89zZ-mYm16Ga4jOw2LU5x32Q6lshsA3EyQmLxuv2gzBzZWNqcY4CIAxk6JJsHPVjCJ0sfBzD-r1Lfj9Or-XyA/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiP3I7vdNVdEdLiiAxLCjvNkFKPnvmm5t92i2WLUuwSEkYzc6CqDCpMQh8AHQH3o0ATqJ3cIOsiu5B0k_Mk_u1LIC4IUNbhF866oI-QQ89zZ-mYm16Ga4jOw2LU5x32Q6lshsA3EyQmLxuv2gzBzZWNqcY4CIAxk6JJsHPVjCJ0sfBzD-r1Lfj9Or-XyA/s320/weekly_ranges.png" width="320" /></a></div><br /><p><br /></p><p><br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-39613173895896445852023-01-21T05:19:00.000-05:002023-01-21T05:19:05.082-05:00Weekly market report<p><span data-offset-key="8m3vl-262-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-262-0"><span data-text="true">The</span></span></span><span data-offset-key="8m3vl-263-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-263-0"><span data-text="true"> S</span></span></span><span data-offset-key="8m3vl-264-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-264-0"><span data-text="true">&</span></span></span><span data-offset-key="8m3vl-265-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-265-0"><span data-text="true">P</span></span></span><span data-offset-key="8m3vl-266-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-266-0"><span data-text="true"> 500</span></span></span><span data-offset-key="8m3vl-267-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-267-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-268-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-268-0"><span data-text="true"> ST</span></span></span><span data-offset-key="8m3vl-269-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-269-0"><span data-text="true">O</span></span></span><span data-offset-key="8m3vl-270-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-270-0"><span data-text="true">XX</span></span></span><span data-offset-key="8m3vl-271-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-271-0"><span data-text="true"> 50</span></span></span><span data-offset-key="8m3vl-272-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-272-0"><span data-text="true"> both</span></span></span><span data-offset-key="8m3vl-273-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-273-0"><span data-text="true"> fell</span></span></span><span data-offset-key="8m3vl-274-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-274-0"><span data-text="true"> by</span></span></span><span data-offset-key="8m3vl-275-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-275-0"><span data-text="true"> -</span></span></span><span data-offset-key="8m3vl-276-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-276-0"><span data-text="true">0</span></span></span><span data-offset-key="8m3vl-277-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-277-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-278-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-278-0"><span data-text="true">66</span></span></span><span data-offset-key="8m3vl-279-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-279-0"><span data-text="true">%</span></span></span><span data-offset-key="8m3vl-280-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-280-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-281-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-281-0"><span data-text="true"> -</span></span></span><span data-offset-key="8m3vl-282-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-282-0"><span data-text="true">0</span></span></span><span data-offset-key="8m3vl-283-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-283-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-284-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-284-0"><span data-text="true">74</span></span></span><span data-offset-key="8m3vl-285-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-285-0"><span data-text="true">%</span></span></span><span data-offset-key="8m3vl-286-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-286-0"><span data-text="true"> respectively</span></span></span><span data-offset-key="8m3vl-287-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-287-0"><span data-text="true">,</span></span></span><span data-offset-key="8m3vl-288-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-288-0"><span data-text="true"> with</span></span></span><span data-offset-key="8m3vl-289-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-289-0"><span data-text="true"> the</span></span></span><span data-offset-key="8m3vl-290-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-290-0"><span data-text="true"> V</span></span></span><span data-offset-key="8m3vl-291-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-291-0"><span data-text="true">IX</span></span></span><span data-offset-key="8m3vl-292-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-292-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-293-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-293-0"><span data-text="true"> V</span></span></span><span data-offset-key="8m3vl-294-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-294-0"><span data-text="true">ST</span></span></span><span data-offset-key="8m3vl-295-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-295-0"><span data-text="true">O</span></span></span><span data-offset-key="8m3vl-296-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-296-0"><span data-text="true">XX</span></span></span><span data-offset-key="8m3vl-297-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-297-0"><span data-text="true"> rising</span></span></span><span data-offset-key="8m3vl-298-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-298-0"><span data-text="true"> by</span></span></span><span data-offset-key="8m3vl-299-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-299-0"><span data-text="true"> 1</span></span></span><span data-offset-key="8m3vl-300-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-300-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-301-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-301-0"><span data-text="true">50</span></span></span><span data-offset-key="8m3vl-302-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-302-0"><span data-text="true"> points</span></span></span><span data-offset-key="8m3vl-303-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-303-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-304-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-304-0"><span data-text="true"> 1</span></span></span><span data-offset-key="8m3vl-305-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-305-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-306-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-306-0"><span data-text="true">34</span></span></span><span data-offset-key="8m3vl-307-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-307-0"><span data-text="true"> points</span></span></span><span data-offset-key="8m3vl-308-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-308-0"><span data-text="true"> to</span></span></span><span data-offset-key="8m3vl-309-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-309-0"><span data-text="true"> 19</span></span></span><span data-offset-key="8m3vl-310-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-310-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-311-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-311-0"><span data-text="true">85</span></span></span><span data-offset-key="8m3vl-312-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-312-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-313-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-313-0"><span data-text="true"> 18</span></span></span><span data-offset-key="8m3vl-314-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-314-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-315-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-315-0"><span data-text="true">68</span></span></span><span data-offset-key="8m3vl-317-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-317-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-318-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-318-0"><span data-text="true"> The</span></span></span><span data-offset-key="8m3vl-319-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-319-0"><span data-text="true"> fall</span></span></span><span data-offset-key="8m3vl-320-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-320-0"><span data-text="true"> in</span></span></span><span data-offset-key="8m3vl-321-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-321-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="8m3vl-322-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-322-0"><span data-text="true"> was</span></span></span><span data-offset-key="8m3vl-323-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-323-0"><span data-text="true"> attributed</span></span></span><span data-offset-key="8m3vl-324-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-324-0"><span data-text="true"> to</span></span></span><span data-offset-key="8m3vl-325-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-325-0"><span data-text="true"> recession</span></span></span><span data-offset-key="8m3vl-326-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-326-0"><span data-text="true"> worries</span></span></span><span data-offset-key="8m3vl-327-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-327-0"><span data-text="true"> after</span></span></span><span data-offset-key="8m3vl-328-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-328-0"><span data-text="true"> job</span></span></span><span data-offset-key="8m3vl-329-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-329-0"><span data-text="true">less</span></span></span><span data-offset-key="8m3vl-330-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-330-0"><span data-text="true">-</span></span></span><span data-offset-key="8m3vl-331-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-331-0"><span data-text="true">claim</span></span></span><span data-offset-key="8m3vl-332-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-332-0"><span data-text="true">s</span></span></span><span data-offset-key="8m3vl-333-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-333-0"><span data-text="true"> data</span></span></span><span data-offset-key="8m3vl-334-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-334-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-335-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-335-0"><span data-text="true"> corporate</span></span></span><span data-offset-key="8m3vl-336-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-336-0"><span data-text="true"> earnings</span></span></span><span data-offset-key="8m3vl-337-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-337-0"><span data-text="true"> results</span></span></span><span data-offset-key="8m3vl-338-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-338-0"><span data-text="true">,</span></span></span><span data-offset-key="8m3vl-339-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-339-0"><span data-text="true"> as</span></span></span><span data-offset-key="8m3vl-340-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-340-0"><span data-text="true"> well</span></span></span><span data-offset-key="8m3vl-341-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-341-0"><span data-text="true"> as</span></span></span><span data-offset-key="8m3vl-342-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-342-0"><span data-text="true"> retail</span></span></span><span data-offset-key="8m3vl-343-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-343-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-344-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-344-0"><span data-text="true"> inflation</span></span></span><span data-offset-key="8m3vl-345-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-345-0"><span data-text="true"> data</span></span></span><span data-offset-key="8m3vl-346-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-346-0"><span data-text="true">,</span></span></span><span data-offset-key="8m3vl-347-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-347-0"><span data-text="true"> and</span></span></span><span data-offset-key="8m3vl-348-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-348-0"><span data-text="true"> a</span></span></span><span data-offset-key="8m3vl-349-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-349-0"><span data-text="true"> hit</span></span></span><span data-offset-key="8m3vl-350-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-350-0"><span data-text="true"> to</span></span></span><span data-offset-key="8m3vl-351-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-351-0"><span data-text="true"> bank</span></span></span><span data-offset-key="8m3vl-352-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-352-0"><span data-text="true"> profits</span></span></span><span data-offset-key="8m3vl-353-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-353-0"><span data-text="true"> from</span></span></span><span data-offset-key="8m3vl-354-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-354-0"><span data-text="true"> a</span></span></span><span data-offset-key="8m3vl-355-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-355-0"><span data-text="true"> deal</span></span></span><span data-offset-key="8m3vl-356-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-356-0"><span data-text="true"> drought</span></span></span><span data-offset-key="8m3vl-357-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-357-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-358-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-358-0"><span data-text="true"> </span></span></span></p><p><span data-offset-key="8m3vl-358-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-358-0"><span data-text="true">Interestingly</span></span></span><span data-offset-key="8m3vl-359-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-359-0"><span data-text="true">,</span></span></span><span data-offset-key="8m3vl-360-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-360-0"><span data-text="true"> the</span></span></span><span data-offset-key="8m3vl-361-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-361-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="8m3vl-362-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-362-0"><span data-text="true">ke</span></span></span><span data-offset-key="8m3vl-363-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-363-0"><span data-text="true">i</span></span></span><span data-offset-key="8m3vl-364-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-364-0"><span data-text="true"> 225</span></span></span><span data-offset-key="8m3vl-365-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-365-0"><span data-text="true"> rose</span></span></span><span data-offset-key="8m3vl-366-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-366-0"><span data-text="true"> by</span></span></span><span data-offset-key="8m3vl-367-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-367-0"><span data-text="true"> 1</span></span></span><span data-offset-key="8m3vl-368-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-368-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-369-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-369-0"><span data-text="true">66</span></span></span><span data-offset-key="8m3vl-370-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-370-0"><span data-text="true">%</span></span></span>, and<span data-offset-key="8m3vl-373-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-373-0"><span data-text="true"> V</span></span></span><span data-offset-key="8m3vl-374-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-374-0"><span data-text="true">N</span></span></span><span data-offset-key="8m3vl-375-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-375-0"><span data-text="true">KY</span></span></span><span data-offset-key="8m3vl-376-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-376-0"><span data-text="true"> fell</span></span></span><span data-offset-key="8m3vl-377-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-377-0"><span data-text="true"> by</span></span></span><span data-offset-key="8m3vl-378-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-378-0"><span data-text="true"> -</span></span></span><span data-offset-key="8m3vl-379-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-379-0"><span data-text="true">1</span></span></span><span data-offset-key="8m3vl-380-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-380-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-381-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-381-0"><span data-text="true">04</span></span></span><span data-offset-key="8m3vl-382-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-382-0"><span data-text="true"> points</span></span></span><span data-offset-key="8m3vl-383-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-383-0"><span data-text="true"> to</span></span></span><span data-offset-key="8m3vl-384-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-384-0"><span data-text="true"> 17</span></span></span><span data-offset-key="8m3vl-385-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-385-0"><span data-text="true">.</span></span></span><span data-offset-key="8m3vl-386-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-386-0"><span data-text="true">54, as Chinese economy experiences</span></span></span><span data-offset-key="8m3vl-408-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-408-0"><span data-text="true"> a</span></span></span><span data-offset-key="8m3vl-409-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-409-0"><span data-text="true"> near</span></span></span><span data-offset-key="8m3vl-410-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-410-0"><span data-text="true">-</span></span></span><span data-offset-key="8m3vl-411-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-411-0"><span data-text="true">historic</span></span></span><span data-offset-key="8m3vl-412-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-412-0"><span data-text="true"> slowdown</span></span></span><span data-offset-key="8m3vl-413-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-413-0"><span data-text="true"> in</span></span></span><span data-offset-key="8m3vl-414-0" style="background-color: var(--green-100);"><span data-offset-key="8m3vl-414-0"><span data-text="true"> growth</span></span></span>.</p><p>Weekly expected 50% confidence intervals are below <br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjuvnUMVtwEwoAF9aVKDReiEVGYUyNU-gGcmyMDFwfBoyNOtkS9Q_y8BAU6EZZTo5s_QKPS0-SqqaS9-mB4H0J-Ea0zcd38CDkzXC97fW3shrx6wzh7mU8wUyphS6lc6fB1iVePrdb1tFNDgzVcQE38RH3YR8EA__dbo3fUtyTYn80tICJ4wrf-27ZH5A/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="166" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjuvnUMVtwEwoAF9aVKDReiEVGYUyNU-gGcmyMDFwfBoyNOtkS9Q_y8BAU6EZZTo5s_QKPS0-SqqaS9-mB4H0J-Ea0zcd38CDkzXC97fW3shrx6wzh7mU8wUyphS6lc6fB1iVePrdb1tFNDgzVcQE38RH3YR8EA__dbo3fUtyTYn80tICJ4wrf-27ZH5A/s320/weekly_ranges.png" width="320" /></a></div><br /><p><br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-36546959786368888112023-01-14T04:14:00.001-05:002023-01-14T04:34:12.242-05:00Weekly market report<p><span data-offset-key="6jopd-215-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-215-0"><span data-text="true">Wall</span></span></span><span data-offset-key="6jopd-216-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-216-0"><span data-text="true"> Street</span></span></span><span data-offset-key="6jopd-217-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-217-0"><span data-text="true"> was</span></span></span><span data-offset-key="6jopd-218-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-218-0"><span data-text="true"> in</span></span></span><span data-offset-key="6jopd-219-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-219-0"><span data-text="true"> a</span></span></span><span data-offset-key="6jopd-220-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-220-0"><span data-text="true"> bullish</span></span></span><span data-offset-key="6jopd-221-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-221-0"><span data-text="true"> mood</span></span></span><span data-offset-key="6jopd-222-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-222-0"><span data-text="true"> this</span></span></span><span data-offset-key="6jopd-223-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-223-0"><span data-text="true"> week</span></span></span><span data-offset-key="6jopd-224-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-224-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-225-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-225-0"><span data-text="true"> with</span></span></span><span data-offset-key="6jopd-226-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-226-0"><span data-text="true"> the</span></span></span><span data-offset-key="6jopd-227-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-227-0"><span data-text="true"> S</span></span></span><span data-offset-key="6jopd-228-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-228-0"><span data-text="true">&</span></span></span><span data-offset-key="6jopd-229-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-229-0"><span data-text="true">P</span></span></span><span data-offset-key="6jopd-230-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-230-0"><span data-text="true"> 500</span></span></span><span data-offset-key="6jopd-231-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-231-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-232-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-232-0"><span data-text="true"> ST</span></span></span><span data-offset-key="6jopd-233-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-233-0"><span data-text="true">O</span></span></span><span data-offset-key="6jopd-234-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-234-0"><span data-text="true">XX</span></span></span><span data-offset-key="6jopd-235-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-235-0"><span data-text="true"> 50</span></span></span><span data-offset-key="6jopd-236-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-236-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-237-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-237-0"><span data-text="true"> and</span></span></span><span data-offset-key="6jopd-238-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-238-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="6jopd-239-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-239-0"><span data-text="true">ke</span></span></span><span data-offset-key="6jopd-240-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-240-0"><span data-text="true">i</span></span></span><span data-offset-key="6jopd-241-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-241-0"><span data-text="true"> 225</span></span></span><span data-offset-key="6jopd-242-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-242-0"><span data-text="true"> all</span></span></span><span data-offset-key="6jopd-243-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-243-0"><span data-text="true"> rising</span></span></span><span data-offset-key="6jopd-244-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-244-0"><span data-text="true"> by</span></span></span><span data-offset-key="6jopd-245-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-245-0"><span data-text="true"> notable</span></span></span><span data-offset-key="6jopd-246-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-246-0"><span data-text="true"> amounts</span></span></span><span data-offset-key="6jopd-247-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-247-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-248-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-248-0"><span data-text="true"> The</span></span></span><span data-offset-key="6jopd-249-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-249-0"><span data-text="true"> S</span></span></span><span data-offset-key="6jopd-250-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-250-0"><span data-text="true">&</span></span></span><span data-offset-key="6jopd-251-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-251-0"><span data-text="true">P</span></span></span><span data-offset-key="6jopd-252-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-252-0"><span data-text="true"> 500</span></span></span><span data-offset-key="6jopd-253-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-253-0"><span data-text="true"> rose</span></span></span><span data-offset-key="6jopd-254-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-254-0"><span data-text="true"> by</span></span></span><span data-offset-key="6jopd-255-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-255-0"><span data-text="true"> 2</span></span></span><span data-offset-key="6jopd-256-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-256-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-257-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-257-0"><span data-text="true">67</span></span></span><span data-offset-key="6jopd-258-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-258-0"><span data-text="true">%,</span></span></span><span data-offset-key="6jopd-259-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-259-0"><span data-text="true"> while</span></span></span><span data-offset-key="6jopd-260-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-260-0"><span data-text="true"> the</span></span></span><span data-offset-key="6jopd-261-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-261-0"><span data-text="true"> ST</span></span></span><span data-offset-key="6jopd-262-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-262-0"><span data-text="true">O</span></span></span><span data-offset-key="6jopd-263-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-263-0"><span data-text="true">XX</span></span></span><span data-offset-key="6jopd-264-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-264-0"><span data-text="true"> 50</span></span></span><span data-offset-key="6jopd-265-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-265-0"><span data-text="true"> rose</span></span></span><span data-offset-key="6jopd-266-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-266-0"><span data-text="true"> by</span></span></span><span data-offset-key="6jopd-267-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-267-0"><span data-text="true"> an</span></span></span><span data-offset-key="6jopd-268-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-268-0"><span data-text="true"> even</span></span></span><span data-offset-key="6jopd-269-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-269-0"><span data-text="true"> larger</span></span></span><span data-offset-key="6jopd-270-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-270-0"><span data-text="true"> 3</span></span></span><span data-offset-key="6jopd-271-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-271-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-272-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-272-0"><span data-text="true">31</span></span></span><span data-offset-key="6jopd-273-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-273-0"><span data-text="true">%.</span></span></span><span data-offset-key="6jopd-274-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-274-0"><span data-text="true"> The</span></span></span><span data-offset-key="6jopd-275-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-275-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="6jopd-276-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-276-0"><span data-text="true">ke</span></span></span><span data-offset-key="6jopd-277-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-277-0"><span data-text="true">i</span></span></span><span data-offset-key="6jopd-278-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-278-0"><span data-text="true"> 225</span></span></span><span data-offset-key="6jopd-279-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-279-0"><span data-text="true"> was</span></span></span><span data-offset-key="6jopd-280-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-280-0"><span data-text="true"> relatively</span></span></span><span data-offset-key="6jopd-281-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-281-0"><span data-text="true"> subdued</span></span></span><span data-offset-key="6jopd-282-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-282-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-283-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-283-0"><span data-text="true"> rising</span></span></span><span data-offset-key="6jopd-284-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-284-0"><span data-text="true"> by</span></span></span><span data-offset-key="6jopd-285-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-285-0"><span data-text="true"> a</span></span></span><span data-offset-key="6jopd-286-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-286-0"><span data-text="true"> still</span></span></span><span data-offset-key="6jopd-287-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-287-0"><span data-text="true"> respectable</span></span></span><span data-offset-key="6jopd-288-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-288-0"><span data-text="true"> 0</span></span></span><span data-offset-key="6jopd-289-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-289-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-290-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-290-0"><span data-text="true">56</span></span></span><span data-offset-key="6jopd-291-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-291-0"><span data-text="true">%.</span></span></span><span data-offset-key="6jopd-292-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-292-0"><span data-text="true"> The</span></span></span><span data-offset-key="6jopd-293-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-293-0"><span data-text="true"> V</span></span></span><span data-offset-key="6jopd-294-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-294-0"><span data-text="true">IX</span></span></span><span data-offset-key="6jopd-295-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-295-0"><span data-text="true"> and</span></span></span><span data-offset-key="6jopd-296-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-296-0"><span data-text="true"> V</span></span></span><span data-offset-key="6jopd-297-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-297-0"><span data-text="true">ST</span></span></span><span data-offset-key="6jopd-298-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-298-0"><span data-text="true">O</span></span></span><span data-offset-key="6jopd-299-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-299-0"><span data-text="true">XX</span></span></span><span data-offset-key="6jopd-300-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-300-0"><span data-text="true"> both</span></span></span><span data-offset-key="6jopd-301-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-301-0"><span data-text="true"> fell</span></span></span><span data-offset-key="6jopd-302-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-302-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-303-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-303-0"><span data-text="true"> with</span></span></span><span data-offset-key="6jopd-304-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-304-0"><span data-text="true"> the</span></span></span><span data-offset-key="6jopd-305-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-305-0"><span data-text="true"> V</span></span></span><span data-offset-key="6jopd-306-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-306-0"><span data-text="true">IX</span></span></span><span data-offset-key="6jopd-307-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-307-0"><span data-text="true"> dropping</span></span></span><span data-offset-key="6jopd-308-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-308-0"><span data-text="true"> -</span></span></span><span data-offset-key="6jopd-309-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-309-0"><span data-text="true">2</span></span></span><span data-offset-key="6jopd-310-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-310-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-311-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-311-0"><span data-text="true">78</span></span></span><span data-offset-key="6jopd-312-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-312-0"><span data-text="true"> points</span></span></span><span data-offset-key="6jopd-313-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-313-0"><span data-text="true"> to</span></span></span><span data-offset-key="6jopd-314-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-314-0"><span data-text="true"> 18</span></span></span><span data-offset-key="6jopd-315-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-315-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-316-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-316-0"><span data-text="true">35</span></span></span><span data-offset-key="6jopd-317-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-317-0"><span data-text="true"> and</span></span></span><span data-offset-key="6jopd-318-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-318-0"><span data-text="true"> the</span></span></span><span data-offset-key="6jopd-319-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-319-0"><span data-text="true"> V</span></span></span><span data-offset-key="6jopd-320-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-320-0"><span data-text="true">ST</span></span></span><span data-offset-key="6jopd-321-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-321-0"><span data-text="true">O</span></span></span><span data-offset-key="6jopd-322-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-322-0"><span data-text="true">XX</span></span></span><span data-offset-key="6jopd-323-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-323-0"><span data-text="true"> dropping</span></span></span><span data-offset-key="6jopd-324-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-324-0"><span data-text="true"> -</span></span></span><span data-offset-key="6jopd-325-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-325-0"><span data-text="true">1</span></span></span><span data-offset-key="6jopd-326-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-326-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-327-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-327-0"><span data-text="true">15</span></span></span><span data-offset-key="6jopd-328-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-328-0"><span data-text="true"> points</span></span></span><span data-offset-key="6jopd-329-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-329-0"><span data-text="true"> to</span></span></span><span data-offset-key="6jopd-330-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-330-0"><span data-text="true"> 17</span></span></span><span data-offset-key="6jopd-331-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-331-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-332-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-332-0"><span data-text="true">34</span></span></span><span data-offset-key="6jopd-333-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-333-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-334-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-334-0"><span data-text="true"> Bank</span></span></span><span data-offset-key="6jopd-335-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-335-0"><span data-text="true"> earnings</span></span></span><span data-offset-key="6jopd-336-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-336-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-337-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-337-0"><span data-text="true"> inflation</span></span></span><span data-offset-key="6jopd-338-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-338-0"><span data-text="true"> data</span></span></span><span data-offset-key="6jopd-339-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-339-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-340-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-340-0"><span data-text="true"> comments</span></span></span><span data-offset-key="6jopd-341-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-341-0"><span data-text="true"> from</span></span></span><span data-offset-key="6jopd-342-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-342-0"><span data-text="true"> Powell</span></span></span><span data-offset-key="6jopd-343-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-343-0"><span data-text="true">,</span></span></span><span data-offset-key="6jopd-344-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-344-0"><span data-text="true"> and</span></span></span><span data-offset-key="6jopd-345-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-345-0"><span data-text="true"> a</span></span></span><span data-offset-key="6jopd-346-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-346-0"><span data-text="true"> strong</span></span></span><span data-offset-key="6jopd-347-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-347-0"><span data-text="true"> jobs</span></span></span><span data-offset-key="6jopd-348-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-348-0"><span data-text="true"> report</span></span></span><span data-offset-key="6jopd-349-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-349-0"><span data-text="true"> all</span></span></span><span data-offset-key="6jopd-350-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-350-0"><span data-text="true"> contributed</span></span></span><span data-offset-key="6jopd-351-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-351-0"><span data-text="true"> to</span></span></span><span data-offset-key="6jopd-352-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-352-0"><span data-text="true"> the</span></span></span><span data-offset-key="6jopd-353-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-353-0"><span data-text="true"> market</span></span></span><span data-offset-key="6jopd-354-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-354-0"><span data-text="true">'s</span></span></span><span data-offset-key="6jopd-355-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-355-0"><span data-text="true"> bullish</span></span></span><span data-offset-key="6jopd-356-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-356-0"><span data-text="true">ness</span></span></span><span data-offset-key="6jopd-357-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-357-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-364-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-364-0"><span data-text="true"> Natural</span></span></span><span data-offset-key="6jopd-365-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-365-0"><span data-text="true">-</span></span></span><span data-offset-key="6jopd-366-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-366-0"><span data-text="true">gas</span></span></span><span data-offset-key="6jopd-367-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-367-0"><span data-text="true"> prices</span></span></span><span data-offset-key="6jopd-368-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-368-0"><span data-text="true"> in</span></span></span><span data-offset-key="6jopd-369-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-369-0"><span data-text="true"> Europe</span></span></span><span data-offset-key="6jopd-370-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-370-0"><span data-text="true"> have been in decline,</span></span></span><span data-offset-key="6jopd-371-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-371-0"><span data-text="true"> providing</span></span></span><span data-offset-key="6jopd-372-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-372-0"><span data-text="true"> a</span></span></span><span data-offset-key="6jopd-373-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-373-0"><span data-text="true"> buffer</span></span></span><span data-offset-key="6jopd-374-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-374-0"><span data-text="true"> against</span></span></span><span data-offset-key="6jopd-375-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-375-0"><span data-text="true"> inflation</span></span></span><span data-offset-key="6jopd-376-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-376-0"><span data-text="true">ary</span></span></span><span data-offset-key="6jopd-377-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-377-0"><span data-text="true"> pressures</span></span></span><span data-offset-key="6jopd-378-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-378-0"><span data-text="true"> in</span></span></span><span data-offset-key="6jopd-379-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-379-0"><span data-text="true"> the</span></span></span><span data-offset-key="6jopd-380-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-380-0"><span data-text="true"> region</span></span></span><span data-offset-key="6jopd-381-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-381-0"><span data-text="true">.</span></span></span><span data-offset-key="6jopd-382-0" style="background-color: var(--green-100);"><span data-offset-key="6jopd-382-0"><span data-text="true"> <br /></span></span></span></p><p>Expected market ranges for next week are below. As I wrote <a href="http://onlyvix.blogspot.com/2022/11/vix-and-expected-range.html" rel="nofollow" target="_blank">earlier</a> you should not use normal distribution to calculate expected confidence intervals for market, but rather a fat-tailed distribution or empirical quantiles.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzhXan40NlH_9po1YL8q0E7JBZBY_3qQp5tTbHw7vWQdtJFVCDqtAU1MPW3xzpN-eubu5GIa7QlmFFttLUZhsVJDtDTPKJ3_KqH36IiK8Z0YO5JjzcAtSjA8vTXUpK43RXN10LpcCaVKEYndwvKxiB3RkHb3ik91byGlEux9WXJCvxRppBXbJo-RhR7g/s697/weekly_ranges.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzhXan40NlH_9po1YL8q0E7JBZBY_3qQp5tTbHw7vWQdtJFVCDqtAU1MPW3xzpN-eubu5GIa7QlmFFttLUZhsVJDtDTPKJ3_KqH36IiK8Z0YO5JjzcAtSjA8vTXUpK43RXN10LpcCaVKEYndwvKxiB3RkHb3ik91byGlEux9WXJCvxRppBXbJo-RhR7g/w400-h208/weekly_ranges.png" width="400" /></a></div><br /><p>In general volatility indexes around the world fell, with the only two exceptions VNKY (Japan ) and VTA35 (Israel)<br /></p><div class="separator" style="clear: both; text-align: center;"><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5aODPGa6lSofyB7yNfnUM6qWPi6JRHqFvzGvyNKhojVJZg3Fr_JgA4l4S9vTWiUjsH6cVVekSIFPRsUFxZ-HUCPnu6lQBks1-O7u0EMz4hfd78lLbyAd8ae2MoeM--ObNcCHxoC0AmdHCQ_L3uRtPb265tbSofDnf1B638Sp34O4wJRuCMh_vVHMqeg/s1545/weekly_vols.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1196" data-original-width="1545" height="310" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg5aODPGa6lSofyB7yNfnUM6qWPi6JRHqFvzGvyNKhojVJZg3Fr_JgA4l4S9vTWiUjsH6cVVekSIFPRsUFxZ-HUCPnu6lQBks1-O7u0EMz4hfd78lLbyAd8ae2MoeM--ObNcCHxoC0AmdHCQ_L3uRtPb265tbSofDnf1B638Sp34O4wJRuCMh_vVHMqeg/w400-h310/weekly_vols.png" width="400" /></a></div><br /></div><br /><p><br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-88065905974236366922023-01-07T06:30:00.004-05:002023-01-07T06:30:44.609-05:00Weekly market report<p><span data-offset-key="fl5q6-252-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-252-0"><span data-text="true">This</span></span></span><span data-offset-key="fl5q6-253-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-253-0"><span data-text="true"> week</span></span></span><span data-offset-key="fl5q6-254-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-254-0"><span data-text="true">,</span></span></span><span data-offset-key="fl5q6-255-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-255-0"><span data-text="true"> the</span></span></span><span data-offset-key="fl5q6-256-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-256-0"><span data-text="true"> S</span></span></span><span data-offset-key="fl5q6-257-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-257-0"><span data-text="true">&</span></span></span><span data-offset-key="fl5q6-258-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-258-0"><span data-text="true">P</span></span></span><span data-offset-key="fl5q6-259-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-259-0"><span data-text="true"> 500</span></span></span><span data-offset-key="fl5q6-260-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-260-0"><span data-text="true"> rose</span></span></span><span data-offset-key="fl5q6-261-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-261-0"><span data-text="true"> by</span></span></span><span data-offset-key="fl5q6-262-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-262-0"><span data-text="true"> 1</span></span></span><span data-offset-key="fl5q6-263-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-263-0"><span data-text="true">.</span></span></span><span data-offset-key="fl5q6-264-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-264-0"><span data-text="true">45</span></span></span><span data-offset-key="fl5q6-265-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-265-0"><span data-text="true">%,</span></span></span><span data-offset-key="fl5q6-266-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-266-0"><span data-text="true"> the</span></span></span><span data-offset-key="fl5q6-267-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-267-0"><span data-text="true"> Dow</span></span></span><span data-offset-key="fl5q6-268-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-268-0"><span data-text="true"> Jones</span></span></span><span data-offset-key="fl5q6-269-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-269-0"><span data-text="true"> Industrial</span></span></span><span data-offset-key="fl5q6-270-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-270-0"><span data-text="true"> Average</span></span></span><span data-offset-key="fl5q6-271-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-271-0"><span data-text="true"> gained</span></span></span><span data-offset-key="fl5q6-272-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-272-0"><span data-text="true"> 700</span></span></span><span data-offset-key="fl5q6-273-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-273-0"><span data-text="true"> points</span></span></span><span data-offset-key="fl5q6-274-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-274-0"><span data-text="true"> following</span></span></span><span data-offset-key="fl5q6-275-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-275-0"><span data-text="true"> the</span></span></span><span data-offset-key="fl5q6-276-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-276-0"><span data-text="true"> jobs</span></span></span><span data-offset-key="fl5q6-277-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-277-0"><span data-text="true"> report</span></span></span><span data-offset-key="fl5q6-278-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-278-0"><span data-text="true"> showing</span></span></span><span data-offset-key="fl5q6-279-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-279-0"><span data-text="true"> wage</span></span></span><span data-offset-key="fl5q6-280-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-280-0"><span data-text="true"> growth</span></span></span><span data-offset-key="fl5q6-281-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-281-0"><span data-text="true">,</span></span></span><span data-offset-key="fl5q6-282-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-282-0"><span data-text="true"> and</span></span></span><span data-offset-key="fl5q6-283-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-283-0"><span data-text="true"> the</span></span></span><span data-offset-key="fl5q6-284-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-284-0"><span data-text="true"> ST</span></span></span><span data-offset-key="fl5q6-285-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-285-0"><span data-text="true">O</span></span></span><span data-offset-key="fl5q6-286-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-286-0"><span data-text="true">XX</span></span></span><span data-offset-key="fl5q6-287-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-287-0"><span data-text="true"> 50</span></span></span><span data-offset-key="fl5q6-288-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-288-0"><span data-text="true"> rose</span></span></span><span data-offset-key="fl5q6-289-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-289-0"><span data-text="true"> by</span></span></span><span data-offset-key="fl5q6-290-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-290-0"><span data-text="true"> 5</span></span></span><span data-offset-key="fl5q6-291-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-291-0"><span data-text="true">.</span></span></span><span data-offset-key="fl5q6-292-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-292-0"><span data-text="true">91</span></span></span><span data-offset-key="fl5q6-293-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-293-0"><span data-text="true">%.</span></span></span><span data-offset-key="fl5q6-294-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-294-0"><span data-text="true"> In</span></span></span><span data-offset-key="fl5q6-295-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-295-0"><span data-text="true"> contrast</span></span></span><span data-offset-key="fl5q6-296-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-296-0"><span data-text="true">,</span></span></span><span data-offset-key="fl5q6-297-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-297-0"><span data-text="true"> the</span></span></span><span data-offset-key="fl5q6-298-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-298-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="fl5q6-299-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-299-0"><span data-text="true">ke</span></span></span><span data-offset-key="fl5q6-300-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-300-0"><span data-text="true">i</span></span></span><span data-offset-key="fl5q6-301-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-301-0"><span data-text="true"> 225</span></span></span><span data-offset-key="fl5q6-302-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-302-0"><span data-text="true"> fell</span></span></span><span data-offset-key="fl5q6-303-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-303-0"><span data-text="true"> by</span></span></span><span data-offset-key="fl5q6-304-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-304-0"><span data-text="true"> -</span></span></span><span data-offset-key="fl5q6-305-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-305-0"><span data-text="true">0</span></span></span><span data-offset-key="fl5q6-306-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-306-0"><span data-text="true">.</span></span></span><span data-offset-key="fl5q6-307-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-307-0"><span data-text="true">46</span></span></span><span data-offset-key="fl5q6-308-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-308-0"><span data-text="true">%,</span></span></span><span data-offset-key="fl5q6-309-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-309-0"><span data-text="true"> and</span></span></span><span data-offset-key="fl5q6-310-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-310-0"><span data-text="true"> the</span></span></span><span data-offset-key="fl5q6-311-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-311-0"><span data-text="true"> V</span></span></span><span data-offset-key="fl5q6-312-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-312-0"><span data-text="true">N</span></span></span><span data-offset-key="fl5q6-313-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-313-0"><span data-text="true">KY</span></span></span><span data-offset-key="fl5q6-314-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-314-0"><span data-text="true"> also fell</span></span></span><span data-offset-key="fl5q6-315-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-315-0"><span data-text="true"> by</span></span></span><span data-offset-key="fl5q6-316-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-316-0"><span data-text="true"> -</span></span></span><span data-offset-key="fl5q6-317-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-317-0"><span data-text="true">0</span></span></span><span data-offset-key="fl5q6-318-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-318-0"><span data-text="true">.</span></span></span><span data-offset-key="fl5q6-319-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-319-0"><span data-text="true">99</span></span></span><span data-offset-key="fl5q6-320-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-320-0"><span data-text="true"> points</span></span></span><span data-offset-key="fl5q6-321-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-321-0"><span data-text="true"> to</span></span></span><span data-offset-key="fl5q6-322-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-322-0"><span data-text="true"> 18</span></span></span><span data-offset-key="fl5q6-323-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-323-0"><span data-text="true">.</span></span></span><span data-offset-key="fl5q6-324-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-324-0"><span data-text="true">93</span></span></span><span data-offset-key="fl5q6-325-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-325-0"><span data-text="true">.</span></span></span><span data-offset-key="fl5q6-326-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-326-0"><span data-text="true"> </span></span></span><span data-offset-key="fl5q6-327-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-327-0"><span data-text="true">
</span></span></span><span data-offset-key="fl5q6-328-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-328-0"><span data-text="true">
</span></span></span><span data-offset-key="fl5q6-329-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-329-0"><span data-text="true"> </span></span></span></p><p><span data-offset-key="fl5q6-329-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-329-0"><span data-text="true"><br />Invest</span></span></span><span data-offset-key="fl5q6-330-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-330-0"><span data-text="true">ors</span></span></span><span data-offset-key="fl5q6-331-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-331-0"><span data-text="true"> sought</span></span></span><span data-offset-key="fl5q6-332-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-332-0"><span data-text="true"> refuge</span></span></span><span data-offset-key="fl5q6-333-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-333-0"><span data-text="true"> in</span></span></span><span data-offset-key="fl5q6-334-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-334-0"><span data-text="true"> defensive</span></span></span><span data-offset-key="fl5q6-335-0" style="background-color: var(--green-100);"><span data-offset-key="fl5q6-335-0"><span data-text="true"> stocks</span></span></span><span data-offset-key="fl5q6-336-0"><span data-text="true">. Natural gas prices dealt a surprise reprieve to Europe, while the hopes of a less-hawkish Fed buoyed the gold outlook. Corporate insiders have not been betting on a market rebound. </span></span></p><p><span data-offset-key="fl5q6-336-0"><span data-text="true">Here are the 50% weekly confidence ranges calculated on fat-tailed distribution. That is at the end of next week, indexes will fall within the range 50% of the time.<br /></span></span></p><p><span data-offset-key="fl5q6-336-0"><span data-text="true">Will be adding more global equity/volatility indexes next week. </span></span></p><p><span data-offset-key="fl5q6-336-0"><span data-text="true"> </span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_C_B3js9stzZuEuapeJ50YSTZXM0OuevdjVHrD89jNqVZ1tZSYFo3hTaJo5uHn3_SEhzeWN2onphMlXjjlv1EluWaw07g-dZ0o-s-sxoRmvBeJdG5CTEB5t1uCe7WGiNL0x9by1sUGkBCPKsePhqNcPBgWL45h2tGb6S8gbtHMviZpGfYj2E7-4FqSA/s697/weekly_ranges.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="697" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg_C_B3js9stzZuEuapeJ50YSTZXM0OuevdjVHrD89jNqVZ1tZSYFo3hTaJo5uHn3_SEhzeWN2onphMlXjjlv1EluWaw07g-dZ0o-s-sxoRmvBeJdG5CTEB5t1uCe7WGiNL0x9by1sUGkBCPKsePhqNcPBgWL45h2tGb6S8gbtHMviZpGfYj2E7-4FqSA/w400-h208/weekly_ranges.png" width="400" /></a></div><p></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com2tag:blogger.com,1999:blog-8608774547701042310.post-22411924700343688712023-01-01T05:05:00.005-05:002023-01-01T05:07:54.998-05:00Weekly market report<p><span data-offset-key="cdkk5-215-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-215-0"><span data-text="true">The</span></span></span><span data-offset-key="cdkk5-216-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-216-0"><span data-text="true"> final</span></span></span><span data-offset-key="cdkk5-217-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-217-0"><span data-text="true"> trading</span></span></span><span data-offset-key="cdkk5-218-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-218-0"><span data-text="true"> </span></span></span>week of 2022<span data-offset-key="cdkk5-221-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-221-0"><span data-text="true"> saw</span></span></span><span data-offset-key="cdkk5-222-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-222-0"><span data-text="true"> stock</span></span></span><span data-offset-key="cdkk5-223-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-223-0"><span data-text="true"> markets</span></span></span><span data-offset-key="cdkk5-224-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-224-0"><span data-text="true"> finish</span></span></span><span data-offset-key="cdkk5-225-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-225-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-226-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-226-0"><span data-text="true"> year</span></span></span><span data-offset-key="cdkk5-227-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-227-0"><span data-text="true"> with</span></span></span><span data-offset-key="cdkk5-228-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-228-0"><span data-text="true"> a</span></span></span><span data-offset-key="cdkk5-229-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-229-0"><span data-text="true"> slight</span></span></span><span data-offset-key="cdkk5-230-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-230-0"><span data-text="true"> downturn</span></span></span><span data-offset-key="cdkk5-231-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-231-0"><span data-text="true">,</span></span></span><span data-offset-key="cdkk5-232-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-232-0"><span data-text="true"> with</span></span></span><span data-offset-key="cdkk5-233-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-233-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-234-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-234-0"><span data-text="true"> S</span></span></span><span data-offset-key="cdkk5-235-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-235-0"><span data-text="true">&</span></span></span><span data-offset-key="cdkk5-236-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-236-0"><span data-text="true">P</span></span></span><span data-offset-key="cdkk5-237-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-237-0"><span data-text="true"> 500</span></span></span><span data-offset-key="cdkk5-238-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-238-0"><span data-text="true"> falling</span></span></span><span data-offset-key="cdkk5-239-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-239-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdkk5-240-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-240-0"><span data-text="true"> -</span></span></span><span data-offset-key="cdkk5-241-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-241-0"><span data-text="true">0</span></span></span><span data-offset-key="cdkk5-242-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-242-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-243-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-243-0"><span data-text="true">14</span></span></span><span data-offset-key="cdkk5-244-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-244-0"><span data-text="true">%</span></span></span><span data-offset-key="cdkk5-245-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-245-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdkk5-246-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-246-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-247-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-247-0"><span data-text="true"> ST</span></span></span><span data-offset-key="cdkk5-248-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-248-0"><span data-text="true">O</span></span></span><span data-offset-key="cdkk5-249-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-249-0"><span data-text="true">XX</span></span></span><span data-offset-key="cdkk5-250-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-250-0"><span data-text="true"> index</span></span></span><span data-offset-key="cdkk5-251-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-251-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdkk5-252-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-252-0"><span data-text="true"> -</span></span></span><span data-offset-key="cdkk5-253-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-253-0"><span data-text="true">0</span></span></span><span data-offset-key="cdkk5-254-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-254-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-255-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-255-0"><span data-text="true">61</span></span></span><span data-offset-key="cdkk5-256-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-256-0"><span data-text="true">%.</span></span></span><span data-offset-key="cdkk5-257-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-257-0"><span data-text="true"> The</span></span></span><span data-offset-key="cdkk5-258-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-258-0"><span data-text="true"> V</span></span></span><span data-offset-key="cdkk5-259-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-259-0"><span data-text="true">IX</span></span></span><span data-offset-key="cdkk5-260-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-260-0"><span data-text="true"> rose</span></span></span><span data-offset-key="cdkk5-261-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-261-0"><span data-text="true"> 0</span></span></span><span data-offset-key="cdkk5-262-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-262-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-263-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-263-0"><span data-text="true">80</span></span></span><span data-offset-key="cdkk5-264-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-264-0"><span data-text="true"> points</span></span></span><span data-offset-key="cdkk5-265-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-265-0"><span data-text="true"> to</span></span></span><span data-offset-key="cdkk5-266-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-266-0"><span data-text="true"> 21</span></span></span><span data-offset-key="cdkk5-267-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-267-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-268-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-268-0"><span data-text="true">67</span></span></span><span data-offset-key="cdkk5-269-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-269-0"><span data-text="true">,</span></span></span><span data-offset-key="cdkk5-270-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-270-0"><span data-text="true"> while</span></span></span><span data-offset-key="cdkk5-271-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-271-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-272-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-272-0"><span data-text="true"> V</span></span></span><span data-offset-key="cdkk5-273-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-273-0"><span data-text="true">ST</span></span></span><span data-offset-key="cdkk5-274-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-274-0"><span data-text="true">O</span></span></span><span data-offset-key="cdkk5-275-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-275-0"><span data-text="true">XX</span></span></span><span data-offset-key="cdkk5-276-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-276-0"><span data-text="true"> rose</span></span></span><span data-offset-key="cdkk5-277-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-277-0"><span data-text="true"> 0</span></span></span><span data-offset-key="cdkk5-278-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-278-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-279-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-279-0"><span data-text="true">85</span></span></span><span data-offset-key="cdkk5-280-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-280-0"><span data-text="true"> points</span></span></span><span data-offset-key="cdkk5-281-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-281-0"><span data-text="true"> to</span></span></span><span data-offset-key="cdkk5-282-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-282-0"><span data-text="true"> 20</span></span></span><span data-offset-key="cdkk5-283-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-283-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-284-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-284-0"><span data-text="true">89</span></span></span><span data-offset-key="cdkk5-285-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-285-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-286-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-286-0"><span data-text="true"> The</span></span></span><span data-offset-key="cdkk5-287-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-287-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="cdkk5-288-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-288-0"><span data-text="true">ke</span></span></span><span data-offset-key="cdkk5-289-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-289-0"><span data-text="true">i</span></span></span><span data-offset-key="cdkk5-290-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-290-0"><span data-text="true"> index</span></span></span><span data-offset-key="cdkk5-291-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-291-0"><span data-text="true"> fell</span></span></span><span data-offset-key="cdkk5-292-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-292-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdkk5-293-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-293-0"><span data-text="true"> -</span></span></span><span data-offset-key="cdkk5-294-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-294-0"><span data-text="true">0</span></span></span><span data-offset-key="cdkk5-295-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-295-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-296-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-296-0"><span data-text="true">54</span></span></span><span data-offset-key="cdkk5-297-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-297-0"><span data-text="true">%,</span></span></span><span data-offset-key="cdkk5-298-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-298-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdkk5-299-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-299-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-300-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-300-0"><span data-text="true"> Nik</span></span></span><span data-offset-key="cdkk5-301-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-301-0"><span data-text="true">ke</span></span></span><span data-offset-key="cdkk5-302-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-302-0"><span data-text="true">i</span></span></span><span data-offset-key="cdkk5-303-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-303-0"><span data-text="true"> Vol</span></span></span><span data-offset-key="cdkk5-304-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-304-0"><span data-text="true">atility</span></span></span><span data-offset-key="cdkk5-305-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-305-0"><span data-text="true"> Index</span></span></span><span data-offset-key="cdkk5-306-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-306-0"><span data-text="true"> fell</span></span></span><span data-offset-key="cdkk5-307-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-307-0"><span data-text="true"> by</span></span></span><span data-offset-key="cdkk5-308-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-308-0"><span data-text="true"> -</span></span></span><span data-offset-key="cdkk5-309-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-309-0"><span data-text="true">0</span></span></span><span data-offset-key="cdkk5-310-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-310-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-311-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-311-0"><span data-text="true">28</span></span></span><span data-offset-key="cdkk5-312-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-312-0"><span data-text="true"> points</span></span></span><span data-offset-key="cdkk5-313-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-313-0"><span data-text="true"> to</span></span></span><span data-offset-key="cdkk5-314-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-314-0"><span data-text="true"> 19</span></span></span><span data-offset-key="cdkk5-315-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-315-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-316-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-316-0"><span data-text="true">92</span></span></span><span data-offset-key="cdkk5-317-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-317-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-318-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-318-0"><span data-text="true"> </span></span></span><span data-offset-key="cdkk5-319-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-319-0"><span data-text="true">
</span></span></span><span data-offset-key="cdkk5-320-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-320-0"><span data-text="true">
</span></span></span><span data-offset-key="cdkk5-321-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-321-0"><span data-text="true"> </span></span></span></p><p><span data-offset-key="cdkk5-321-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-321-0"><span data-text="true">Rob</span></span></span><span data-offset-key="cdkk5-322-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-322-0"><span data-text="true">ust</span></span></span><span data-offset-key="cdkk5-323-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-323-0"><span data-text="true"> economic</span></span></span><span data-offset-key="cdkk5-324-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-324-0"><span data-text="true"> data</span></span></span><span data-offset-key="cdkk5-325-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-325-0"><span data-text="true"> released</span></span></span><span data-offset-key="cdkk5-326-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-326-0"><span data-text="true"> at</span></span></span><span data-offset-key="cdkk5-327-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-327-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-328-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-328-0"><span data-text="true"> end</span></span></span><span data-offset-key="cdkk5-329-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-329-0"><span data-text="true"> of</span></span></span><span data-offset-key="cdkk5-330-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-330-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-331-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-331-0"><span data-text="true"> year</span></span></span><span data-offset-key="cdkk5-332-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-332-0"><span data-text="true"> pointed</span></span></span><span data-offset-key="cdkk5-333-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-333-0"><span data-text="true"> to</span></span></span><span data-offset-key="cdkk5-334-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-334-0"><span data-text="true"> a</span></span></span><span data-offset-key="cdkk5-335-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-335-0"><span data-text="true"> strong</span></span></span><span data-offset-key="cdkk5-336-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-336-0"><span data-text="true"> labor</span></span></span><span data-offset-key="cdkk5-337-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-337-0"><span data-text="true"> market</span></span></span><span data-offset-key="cdkk5-338-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-338-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdkk5-339-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-339-0"><span data-text="true"> faster</span></span></span><span data-offset-key="cdkk5-340-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-340-0"><span data-text="true"> economic</span></span></span><span data-offset-key="cdkk5-341-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-341-0"><span data-text="true"> growth</span></span></span><span data-offset-key="cdkk5-342-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-342-0"><span data-text="true"> than</span></span></span><span data-offset-key="cdkk5-343-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-343-0"><span data-text="true"> previously</span></span></span><span data-offset-key="cdkk5-344-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-344-0"><span data-text="true"> thought</span></span></span><span data-offset-key="cdkk5-345-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-345-0"><span data-text="true">,</span></span></span><span data-offset-key="cdkk5-346-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-346-0"><span data-text="true"> however</span></span></span><span data-offset-key="cdkk5-347-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-347-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-348-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-348-0"><span data-text="true"> focus</span></span></span><span data-offset-key="cdkk5-349-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-349-0"><span data-text="true"> remains</span></span></span><span data-offset-key="cdkk5-350-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-350-0"><span data-text="true"> on</span></span></span><span data-offset-key="cdkk5-351-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-351-0"><span data-text="true"> how</span></span></span><span data-offset-key="cdkk5-352-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-352-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-353-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-353-0"><span data-text="true"> Chinese</span></span></span><span data-offset-key="cdkk5-354-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-354-0"><span data-text="true"> re</span></span></span><span data-offset-key="cdkk5-355-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-355-0"><span data-text="true">opening</span></span></span><span data-offset-key="cdkk5-356-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-356-0"><span data-text="true"> will</span></span></span><span data-offset-key="cdkk5-357-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-357-0"><span data-text="true"> affect</span></span></span><span data-offset-key="cdkk5-358-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-358-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-359-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-359-0"><span data-text="true"> markets</span></span></span><span data-offset-key="cdkk5-360-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-360-0"><span data-text="true"> in</span></span></span><span data-offset-key="cdkk5-361-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-361-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-362-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-362-0"><span data-text="true"> new</span></span></span><span data-offset-key="cdkk5-363-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-363-0"><span data-text="true"> year</span></span></span><span data-offset-key="cdkk5-364-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-364-0"><span data-text="true">.</span></span></span><span data-offset-key="cdkk5-365-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-365-0"><span data-text="true"> Money</span></span></span><span data-offset-key="cdkk5-366-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-366-0"><span data-text="true"> managers</span></span></span><span data-offset-key="cdkk5-367-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-367-0"><span data-text="true"> are</span></span></span><span data-offset-key="cdkk5-368-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-368-0"><span data-text="true"> preparing</span></span></span><span data-offset-key="cdkk5-369-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-369-0"><span data-text="true"> for</span></span></span><span data-offset-key="cdkk5-370-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-370-0"><span data-text="true"> a</span></span></span><span data-offset-key="cdkk5-371-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-371-0"><span data-text="true"> moder</span></span></span><span data-offset-key="cdkk5-372-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-372-0"><span data-text="true">ating</span></span></span><span data-offset-key="cdkk5-373-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-373-0"><span data-text="true"> stock</span></span></span><span data-offset-key="cdkk5-374-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-374-0"><span data-text="true"> market</span></span></span><span data-offset-key="cdkk5-375-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-375-0"><span data-text="true"> in</span></span></span><span data-offset-key="cdkk5-376-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-376-0"><span data-text="true"> the</span></span></span><span data-offset-key="cdkk5-377-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-377-0"><span data-text="true"> coming</span></span></span><span data-offset-key="cdkk5-378-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-378-0"><span data-text="true"> months</span></span></span><span data-offset-key="cdkk5-379-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-379-0"><span data-text="true">,</span></span></span><span data-offset-key="cdkk5-380-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-380-0"><span data-text="true"> and</span></span></span><span data-offset-key="cdkk5-381-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-381-0"><span data-text="true"> are</span></span></span><span data-offset-key="cdkk5-382-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-382-0"><span data-text="true"> keeping</span></span></span><span data-offset-key="cdkk5-383-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-383-0"><span data-text="true"> a</span></span></span><span data-offset-key="cdkk5-384-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-384-0"><span data-text="true"> close</span></span></span><span data-offset-key="cdkk5-385-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-385-0"><span data-text="true"> watch</span></span></span><span data-offset-key="cdkk5-386-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-386-0"><span data-text="true"> on</span></span></span><span data-offset-key="cdkk5-387-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-387-0"><span data-text="true"> global</span></span></span><span data-offset-key="cdkk5-388-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-388-0"><span data-text="true"> rates</span></span></span><span data-offset-key="cdkk5-389-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-389-0"><span data-text="true">.</span></span></span></p><p><span data-offset-key="cdkk5-389-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-389-0"><span data-text="true"><a href="http://onlyvix.blogspot.com/2022/11/vix-and-expected-range.html">As I wrote before</a> you cannot use 1std / 68% normal distribution for short-horizon market move predictions. Here is a far more accurate 50% range forecasts for the week ahead - that is the index will end the week within the range with 50% probability, and 50% outside of the range. This is more intuitive than 68% , but the main thing is that it is not based on normal distribution which is highly inaccurate for weekly returns.</span></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgTODPQlL9RH44xjISO6Srs0axNbqEuDkmI4Lf6Y6IeHighfVTQacaJhLrdacnwjzbMZUCI_CxsX1cDwZsCtyC2Fh6mu9syiwZQUWofgdrtHN_NzXYeVjqP1nkwh75ZC8oYh9_ig2Cb9YWfyZgQkDSFr67CthDK-7zUsM_aVm-mUA_7cbCaWZdZ4dfqkA/s651/weekly_ranges.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="651" height="223" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgTODPQlL9RH44xjISO6Srs0axNbqEuDkmI4Lf6Y6IeHighfVTQacaJhLrdacnwjzbMZUCI_CxsX1cDwZsCtyC2Fh6mu9syiwZQUWofgdrtHN_NzXYeVjqP1nkwh75ZC8oYh9_ig2Cb9YWfyZgQkDSFr67CthDK-7zUsM_aVm-mUA_7cbCaWZdZ4dfqkA/w400-h223/weekly_ranges.png" width="400" /></a></div><br /><p><br /><span data-offset-key="cdkk5-390-0" style="background-color: var(--green-100);"><span data-offset-key="cdkk5-390-0"><span data-text="true"> </span></span></span></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-18250178298776116172022-12-30T07:37:00.004-05:002023-01-02T11:00:29.822-05:00Ukraine<p><img alt="Happy holidays in Kyiv: best parties, concerts, winter villages" class="n3VNCb KAlRDb" data-noaft="1" src="https://api.kyivindependent.com/storage/2021/12/lem_3217-1024x683.jpg" style="height: 422.873px; margin: 0px; width: 634px;" /><span data-offset-key="8uc7g-69-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-69-0"><span data-text="true"> </span></span></span></p><p><span data-offset-key="8uc7g-69-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-69-0"><span data-text="true">R</span></span></span><span data-offset-key="8uc7g-108-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-108-0"><span data-text="true">ussia</span></span></span><span data-offset-key="8uc7g-109-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-109-0"><span data-text="true">’</span></span></span><span data-offset-key="8uc7g-110-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-110-0"><span data-text="true">s</span></span></span><span data-offset-key="8uc7g-111-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-111-0"><span data-text="true"> economy</span></span></span><span data-offset-key="8uc7g-112-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-112-0"><span data-text="true"> was</span></span></span><span data-offset-key="8uc7g-113-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-113-0"><span data-text="true"> already</span></span></span><span data-offset-key="8uc7g-114-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-114-0"><span data-text="true"> in</span></span></span><span data-offset-key="8uc7g-115-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-115-0"><span data-text="true"> decline</span></span></span><span data-offset-key="8uc7g-116-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-116-0"><span data-text="true"> before</span></span></span><span data-offset-key="8uc7g-117-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-117-0"><span data-text="true"> the</span></span></span><span data-offset-key="8uc7g-118-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-118-0"><span data-text="true"> WW1 </span></span></span><span data-offset-key="8uc7g-119-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-119-0"><span data-text="true">began</span></span></span><span data-offset-key="8uc7g-120-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-120-0"><span data-text="true">,</span></span></span><span data-offset-key="8uc7g-121-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-121-0"><span data-text="true"> and</span></span></span><span data-offset-key="8uc7g-122-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-122-0"><span data-text="true"> its</span></span></span><span data-offset-key="8uc7g-123-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-123-0"><span data-text="true"> involvement</span></span></span><span data-offset-key="8uc7g-124-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-124-0"><span data-text="true"> in</span></span></span><span data-offset-key="8uc7g-125-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-125-0"><span data-text="true"> the</span></span></span><span data-offset-key="8uc7g-126-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-126-0"><span data-text="true"> conflict</span></span></span><span data-offset-key="8uc7g-127-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-127-0"><span data-text="true"> only</span></span></span><span data-offset-key="8uc7g-128-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-128-0"><span data-text="true"> exacerbated</span></span></span><span data-offset-key="8uc7g-129-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-129-0"><span data-text="true"> the</span></span></span><span data-offset-key="8uc7g-130-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-130-0"><span data-text="true"> situation</span></span></span><span data-offset-key="8uc7g-131-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-131-0"><span data-text="true">.</span></span></span><span data-offset-key="8uc7g-132-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-132-0"><span data-text="true"> By</span></span></span><span data-offset-key="8uc7g-133-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-133-0"><span data-text="true"> 1917</span></span></span><span data-offset-key="8uc7g-134-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-134-0"><span data-text="true">,</span></span></span><span data-offset-key="8uc7g-135-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-135-0"><span data-text="true"> </span></span></span><span data-offset-key="8uc7g-69-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-69-0"><span data-text="true">r</span></span></span><span data-offset-key="8uc7g-108-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-108-0"><span data-text="true">ussia</span></span></span><span data-offset-key="8uc7g-109-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-109-0"><span data-text="true"> </span></span></span><span data-offset-key="8uc7g-136-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-136-0"><span data-text="true">was</span></span></span><span data-offset-key="8uc7g-137-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-137-0"><span data-text="true"> on</span></span></span><span data-offset-key="8uc7g-138-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-138-0"><span data-text="true"> the</span></span></span><span data-offset-key="8uc7g-139-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-139-0"><span data-text="true"> verge</span></span></span><span data-offset-key="8uc7g-140-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-140-0"><span data-text="true"> of</span></span></span><span data-offset-key="8uc7g-141-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-141-0"><span data-text="true"> collapse</span></span></span><span data-offset-key="8uc7g-142-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-142-0"><span data-text="true">,</span></span></span><span data-offset-key="8uc7g-143-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-143-0"><span data-text="true"> with</span></span></span><span data-offset-key="8uc7g-144-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-144-0"><span data-text="true"> widespread</span></span></span><span data-offset-key="8uc7g-145-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-145-0"><span data-text="true"> poverty</span></span></span><span data-offset-key="8uc7g-146-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-146-0"><span data-text="true"> and</span></span></span><span data-offset-key="8uc7g-147-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-147-0"><span data-text="true"> a</span></span></span><span data-offset-key="8uc7g-148-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-148-0"><span data-text="true"> deep</span></span></span><span data-offset-key="8uc7g-149-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-149-0"><span data-text="true"> political</span></span></span><span data-offset-key="8uc7g-150-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-150-0"><span data-text="true"> divides</span></span></span><span data-offset-key="8uc7g-161-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-161-0"><span data-text="true">.</span></span></span><span data-offset-key="8uc7g-162-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-162-0"><span data-text="true"> In</span></span></span><span data-offset-key="8uc7g-163-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-163-0"><span data-text="true"> March</span></span></span><span data-offset-key="8uc7g-164-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-164-0"><span data-text="true"> </span></span></span><span data-offset-key="8uc7g-166-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-166-0"><span data-text="true"> Ts</span></span></span><span data-offset-key="8uc7g-167-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-167-0"><span data-text="true">ar</span></span></span><span data-offset-key="8uc7g-168-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-168-0"><span data-text="true"> Nicholas</span></span></span><span data-offset-key="8uc7g-169-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-169-0"><span data-text="true"> II</span></span></span><span data-offset-key="8uc7g-170-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-170-0"><span data-text="true"> was</span></span></span><span data-offset-key="8uc7g-171-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-171-0"><span data-text="true"> forced</span></span></span><span data-offset-key="8uc7g-172-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-172-0"><span data-text="true"> to</span></span></span><span data-offset-key="8uc7g-173-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-173-0"><span data-text="true"> ab</span></span></span><span data-offset-key="8uc7g-174-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-174-0"><span data-text="true">d</span></span></span><span data-offset-key="8uc7g-175-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-175-0"><span data-text="true">icate</span></span></span><span data-offset-key="8uc7g-176-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-176-0"><span data-text="true">,</span></span></span><span data-offset-key="8uc7g-177-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-177-0"><span data-text="true"> and</span></span></span><span data-offset-key="8uc7g-178-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-178-0"><span data-text="true"> a</span></span></span><span data-offset-key="8uc7g-179-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-179-0"><span data-text="true"> provisional</span></span></span><span data-offset-key="8uc7g-180-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-180-0"><span data-text="true"> government</span></span></span><span data-offset-key="8uc7g-181-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-181-0"><span data-text="true"> was</span></span></span><span data-offset-key="8uc7g-182-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-182-0"><span data-text="true"> formed</span></span></span><span data-offset-key="8uc7g-183-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-183-0"><span data-text="true"> in</span></span></span><span data-offset-key="8uc7g-184-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-184-0"><span data-text="true"> his</span></span></span><span data-offset-key="8uc7g-185-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-185-0"><span data-text="true"> place</span></span></span><span data-offset-key="8uc7g-186-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-186-0"><span data-text="true">.</span></span></span><span data-offset-key="8uc7g-187-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-187-0"><span data-text="true">
</span></span></span><span data-offset-key="8uc7g-188-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-188-0"><span data-text="true">
</span></span></span><span data-offset-key="8uc7g-189-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-189-0"><span data-text="true">In 1918 bolsheviks signed a peace treating withdrawing from WW1 and giving up russian-occupied territories in Poland, Belarus, Ukraine, Finland, Estonia, Latvia, and Lithuania. <br /></span></span></span></p><p><span data-offset-key="8uc7g-189-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-189-0"><span data-text="true">Meanwhile</span></span></span><span data-offset-key="8uc7g-190-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-190-0"><span data-text="true"> in</span></span></span><span data-offset-key="8uc7g-191-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-191-0"><span data-text="true"> Ukraine</span></span></span><span data-offset-key="8uc7g-192-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-192-0"><span data-text="true">,</span></span></span><span data-offset-key="8uc7g-193-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-193-0"><span data-text="true"> the</span></span></span><span data-offset-key="8uc7g-194-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-194-0"><span data-text="true"> people</span></span></span><span data-offset-key="8uc7g-195-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-195-0"><span data-text="true"> declared</span></span></span><span data-offset-key="8uc7g-196-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-196-0"><span data-text="true"> their</span></span></span><span data-offset-key="8uc7g-197-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-197-0"><span data-text="true"> independence</span></span></span><span data-offset-key="8uc7g-202-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-202-0"><span data-text="true">.</span></span></span><span data-offset-key="8uc7g-203-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-203-0"><span data-text="true"> </span></span></span>Our <span data-offset-key="8uc7g-204-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-204-0"><span data-text="true">new</span></span></span><span data-offset-key="8uc7g-205-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-205-0"><span data-text="true"> nation</span></span></span><span data-offset-key="8uc7g-206-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-206-0"><span data-text="true"> was</span></span></span><span data-offset-key="8uc7g-207-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-207-0"><span data-text="true"> then quickly</span></span></span><span data-offset-key="8uc7g-208-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-208-0"><span data-text="true"> attacked</span></span></span><span data-offset-key="8uc7g-209-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-209-0"><span data-text="true"> by</span></span></span><span data-offset-key="8uc7g-210-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-210-0"><span data-text="true"> russian</span></span></span><span data-offset-key="8uc7g-211-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-211-0"><span data-text="true"> communists</span></span></span><span data-offset-key="8uc7g-212-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-212-0"><span data-text="true">,</span></span></span><span data-offset-key="8uc7g-213-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-213-0"><span data-text="true"> who</span></span></span><span data-offset-key="8uc7g-214-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-214-0"><span data-text="true"> sought</span></span></span><span data-offset-key="8uc7g-215-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-215-0"><span data-text="true"> to</span></span></span><span data-offset-key="8uc7g-216-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-216-0"><span data-text="true"> overthrow</span></span></span><span data-offset-key="8uc7g-217-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-217-0"><span data-text="true"> the</span></span></span><span data-offset-key="8uc7g-218-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-218-0"><span data-text="true"> new</span></span></span><span data-offset-key="8uc7g-219-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-219-0"><span data-text="true"> government</span></span></span><span data-offset-key="8uc7g-220-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-220-0"><span data-text="true"> and</span></span></span><span data-offset-key="8uc7g-221-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-221-0"><span data-text="true"> return</span></span></span><span data-offset-key="8uc7g-222-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-222-0"><span data-text="true"> Ukraine</span></span></span><span data-offset-key="8uc7g-223-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-223-0"><span data-text="true"> to</span></span></span><span data-offset-key="8uc7g-224-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-224-0"><span data-text="true"> Russian</span></span></span><span data-offset-key="8uc7g-225-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-225-0"><span data-text="true"> control</span></span></span><span data-offset-key="8uc7g-226-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-226-0"><span data-text="true">.</span></span></span></p><p><span data-offset-key="8uc7g-251-0" style="background-color: var(--green-100);"><span data-offset-key="8uc7g-251-0"></span></span>Ukrainian leaders sought international help - recognition and support, and one of the ways to promote awareness of Ukraine was an international concert tour by Ukrainian National Chorus. One of the songs they performed was a folk chant called Schedryk arranged into a song by composer Mykola Leontovich. After a sold-out performance at a Carnegie Hall, Peter Wilhousky - an American of Ukrainian descent wrote English lyrics for the melody, resulting in Carol of the Bells - one the most popular and beloved Christmas songs. <br /></p><p>That was about 100 years ago. Ukraine did not receive the support it needed and was again occupied by Russians who killed, pillaged, looted, tortured, and raped. Children kidnapped from parents and raised in orphanages without connection to family or culture. Russian starved millions of Ukrainians to death, sent millions to die in siberian concentration camps. Russians fought against our culture and language; systematically murdering writers, artists, composers, including Mykola Leontovich.</p><p>But now is not 100 years ago. Thank to the actions of readers like you, Ukraine will not fall, and will liberate all of her territories. Thank you for protesting russian aggression on the streets, thank you for opening your home to Ukrainian refugees, thank you for the phonecalls you made to your political representatives. Russia will lose; russia already lost because there are no good scenarios left for russia politically or economically anymore, regardless of military outcome. </p><p>My family is still in Ukraine. No one is leaving, everyone is working to support our defense. I have donated over 100% of my salary (not 1 month of salary, but every month) this year to various Ukrainian causes. Please take action - as I wrote before the best way to help is to call - actually pick up the phone and talk or leave a voice message to your political representatives to support Ukraine. Happy holidays, happy <br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-24306961561084096252022-12-22T03:57:00.003-05:002022-12-22T04:02:28.594-05:00MOVE Index<p>In the previous article I wrote about using VIX / MOVE index ratio as an indicator for SPX returns. Here is the <a href="https://docs.google.com/spreadsheets/d/1Kpo8yZL72kpQBx5VdW3d68cj9VvYJQ1S7I5fhkT3h2k/edit?usp=sharing" rel="nofollow" target="_blank">google sheet</a> for your reference and experiments. </p><p>The ratio itself is very stable - in fact 11 years ago <a href="http://onlyvix.blogspot.com/2010/10/move-index-and-forecasting-vix.html" rel="nofollow" target="_blank">I wrote that</a> <b>VIX = EXP(-1.84+1.06*LN(MOVE)) </b></p><p><img height="247" 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" width="400" /><b> </b></p><p>As you can see the relationship has held up well, with only major dislocation during Covid period. That chart is on the second sheet in the link above.</p><p><br /></p><p>Yesterday, presidents Biden and Zelensky met at the White House. This is a tremendous show of support from people of the USA. If you are a citizen of the USA - as I am - you should be proud about the leadership role the US is taking in securing the world peace. Thank you, fellow Americans, thank you all readers from other countries who have taken action to to support Ukraine. With your help we will free all of Ukraine from russian murderers! Please reach out to your political leaders and ask them to support Ukraine!<br /></p><p><img alt="Zelensky Meets With Biden to Discuss Ukraine War, Military Aid" class="n3VNCb KAlRDb" data-noaft="1" height="277" src="https://foreignpolicy.com/wp-content/uploads/2022/12/GettyImages-1245770319.jpg?w=800&h=533&quality=90" style="height: 422.403px; margin: 0px; width: 634px;" width="416" /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com1tag:blogger.com,1999:blog-8608774547701042310.post-13151524191346702262022-12-18T05:04:00.001-05:002022-12-21T04:16:55.178-05:00MOVE Index and SPX returns<p> MOVE index (Merrill Lynch Option Volatility Estimate) was developed by Merrill Lynch to measure implied volatility of US Treasury markets. ML became a part of Bank of America in 2008, and then indexes were sold to ICE in 2019, so now the index is called "ICE BofAML MOVE Index"</p><p><br />The index is a yield-curve weighted average of normalized implied volatility of 30-day options. The index has been in existence for several years now, however it is seldom discussed, either in itself, or in relationship to the VIX. What I am interested in is if volatility in the treasury market can be used to predict SPX returns.</p><p>VIX and MOVE are highly correlated - this is obvious from the time series charts.</p><p><img height="247" 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" width="400" /></p><p>... or log-scale</p><p><img height="247" src="data:image/png;base64,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" width="400" /><br /> </p><p>While both indexes are constructed with 30-day volatility, fixed-income markets are believed to be more long-term looking, and the ratio of two indexes indicates the difference (in colloquial, not mathematical sense) in riskiness of equities to more long-terms focused fixed income markets. If the VIX is high relative to MOVE, it can be interpreted as equities are perceived to be relatively risky, but overall economy is ok. This is where we would expect SPX to outperform. </p><p>The low ratio indicates that equities are complacent, and fix-income markets are worried. This is when the best to stay away from the markets.<br /></p><p><img height="247" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABLAAAALmCAYAAABSJm0fAAAgAElEQVR4XuydCZwdVZX/T3fI0kGWEGDYZoRutghjotlAggICCUEBIZCEcZBFCQnKsEkEZHSEhGwMzKgkQSBhMwkSZEtIo6wNIttMgvhHJAH+CuhfjUFDlu4myf/e113v1auu996telvdut/y48ykX91b93zPPX37/eacUw3b1CVcEIAABCAAAQhAAAIQgAAEIAABCEAAAhBIKIEGBKyEeoZlQQACEIAABCAAAQhAAAIQgAAEIAABCGQIIGCxESAAAQhAAAIQgAAEIAABCEAAAhCAAAQSTQABK9HuYXEQgAAEIAABCEAAAhCAAAQgAAEIQAACCFjsAQhAAAIQgAAEIAABCEAAAhCAAAQgAIFEE0DASrR7WBwEIAABCEAAAhCAAAQgAAEIQAACEIAAAhZ7AAIQgAAEIAABCEAAAhCAAAQgAAEIQCDRBBCwEu0eFgcBCEAAAhCAAAQgAAEIQAACEIAABCCAgMUegAAEIAABCEAAAhCAAAQgAAEIQAACEEg0AQSsRLuHxUEAAhCAAAQgAAEIQAACEIAABCAAAQggYLEHIAABCEAAAhCAAAQgAAEIQAACEIAABBJNAAEr0e5hcRCAAAQgAAEIQAACEIAABCAAAQhAAAIIWOwBCEAAAhCAAAQgAAEIQAACEIAABCAAgUQTQMBKtHtYHAQgAAEIQAACEIAABCAAAQhAAAIQgAACFnsAAhCAAAQgAAEIQAACEIAABCAAAQhAINEEELAS7R4WBwEIQAACEIAABCAAAQhAAAIQgAAEIICAxR6AAAQgAAEIQAACEIAABCAAAQhAAAIQSDQBBKxEu4fFQQACEIAABCAAAQhAAAIQgAAEIAABCCBgsQcgAAEIQAACEIAABCAAAQhAAAIQgAAEEk0AASvR7mFxEIAABCAAAQhAAAIQgAAEIAABCEAAAghY7AEIQAACEIAABCAAAQhAAAIQgAAEIACBRBNAwEq0e1gcBCAAAQhAAAIQgAAEIAABCEAAAhCAAAIWewACEIAABCAAAQhAAAIQgAAEIAABCEAg0QQQsBLtHhYHAQhAAAIQgAAEIAABCEAAAhCAAAQggIDFHoAABCAAAQhAAAIQgAAEIAABCEAAAhBINAEErES7h8VBAAIQgAAEIAABCEAAAhCAAAQgAAEIIGCxByAAAQhAAAIQgAAEIAABCEAAAhCAAAQSTQABK9HuYXEQgAAEIAABCEAAAhCAAAQgAAEIQAACCFjsAQhAAAIQgAAEIAABCEAAAhCAAAQgAIFEE0DASrR7WBwEIAABCEAAAhCAAAQgAAEIQAACEIAAAhZ7AAIQgAAEIAABCEAAAhCAAAQgAAEIQCDRBBCwEu0eFgcBCEAAAhCAAAQgAAEIQAACEIAABCCAgMUegAAEIAABCEAAAhCAAAQgAAEIQAACEEg0AQSsRLuHxUEAAhCAAAQgAAEIQAACEIAABCAAAQggYLEHIAABCEAAAhCAAAQgAAEIQAACEIAABBJNAAEr0e5hcRCAAAQgAAEIQAACEIAABCAAAQhAAAIIWOwBCEAAAhCAAAQgAAEIQAACEIAABCAAgUQTQMBKtHtYHAQgAAEIQAACEIAABCAAAQhAAAIQgAACFnsAAhCAAAQgAAEIQAACEIAABCAAAQhAINEEELAS7R4WBwEIQAACEIAABCAAAQhAAAIQgAAEIJB4Aeumm26S999/P5andthhB9H/3XXXXeWAAw6QkSNHxpqnHoOuuOKK7GOHDRsmZ5xxRj2WkYhnvvDCC/LKK69k9kFHR0dmTX369Mn49ZhjjpFPfvKTJdd5++23y29+85vsfUcccYScfPLJJceVuuHmm2+Wd955J3vbl7/85bz13HvvvfLyyy9nPz/ttNN67MMHH3xQnnvuuew92rZzzjlHWlpaSj2+x+evvvqq6Gf6OV188cUZVq5c/tjxbNa/B6655pqyEHz729/OcvUmCvNnqYf85S9/yezn9957T/785z/L2rVr84bstddeGX/ts88+ctRRR5WaLvP5mjVrZP78+Xl76LrrrjMaW+wmvZ/uvvvu7C377ruvTJkyJfvvcn4/F3rurFmzyl43E0AAAhCAAAQgAAEIQAAC6SOQagEr6K6BAwfKCSecYCR4VNPV+stma2tr3hfB4PMQsLqIaE6PP/54QXeYftnVItjSpUuz8+i9MHXq1LLcrIUI//PD5jQRsPQigkJYnPXp9dx22215gsjYsWONRZBiMPTcTzzxhHz84x9PvBAcJmBp2yZNmhRLFNRjn3rqKVm+fHkPRFEELB33Tz/9dJ6QWmoDauHtoIMOMhKwg2JSJXyvxSstYnlXcE4ErFIe5HMIQAACEIAABCAAAQhAoFIEnBKwNDSd3aKzmUyydioF2ZvHEwG8jJxi4gsClkhQdAr6I2pWzbXXXivr16/PTlOOoKEnCYprn//852X06NF5yzQVsPTe0GKAlzmlJ4maeRfMMtN7XGeElXtpO9va2jJriyLYlPvcuOMLCVjlZN0F2XprM+XhZxjHLr3XdcZgsd9bwf148MEHy7nnnhvncdkx/pgJizcErLLwMhgCEIAABCAAAQhAAAIQiEDAOgFLf2E0uTZt2iR/+tOf5I033sgTLfTYONktJs8sdU9QzEDAKk4smP2h/TZkyBDZeeedMwO1j01LrPT9Qf7lCjwzZ87My3bSwkmwVM9UwNLrC8vyiSKQ+DPVKrXHgyKi6XpKxUI1Py8kYJXDJKx8UNtgwiO4jz3b9Xr2228/2X333aWpqSnz4w8++CBTVvj222/3+L2lxfcjjzyyh0jqzRcmgobtSVP2wf0YFi9BAcv093OxNdhU6m3KkvsgAAEIQAACEIAABCAAgfIJWCdgmZaM+dEEewzpz8KyZcrHWXyGKAJWtddiw/z+L8f6y3u5vZyCfYKiZnD5mQXnKpTtEkXA0vMHxQ69xsmTJxftYRXW9ypuD63gvkiTgKVti5N15xdy9D70Z8mVErCC/tdr0D2uDj/88JKlmIWytoo9M5gpVs7vueBcYeyCAlac3882/C5ijRCAAAQgAAEIQAACEIBA/Qk4IWCFCQPBZsS1cAUCVjTK/i/H+ku/FrDKvUo1XTedPyg0FRIVogpYOotm7ty5edk3xUrBqtn3SrOwXcDS+0Yz8kSnOGWEfiFH+8L/MoBiYlJYCWzUstAw/xYTc0s1XTfd38H+boXiDwHLlCj3QQACEIAABCAAAQhAAALlEnBGwKrWW7qiOAABKwotyfSE8t5AWSkBK9gnKG4ZYaneQJ6lUQUsPS4oQuifFWrIHcySqUTfI7+X0iBg7bjjjlnRKWoZYbAsT/vB38y9mIAV7LkWRzzTvggTsYr5OfjcOGWEJv3d9NoQsKL9TuNuCEAAAhCAAAQgAAEIQCA+AWcELI0o2Bun1uUuCFjRNmo1BCy9An8/I53Nct1110VaWFDUKSZMxBGw9GKC4/Q6g2WBQZFBizPnnXde0XLDSIaqm9MgYOm+aX7RKUoZoZ+xztocOnRo3tssCwlYQd+UK8AGBXjtx0J2BEum4whnwfLdQjGCgBU1orgfAhCAAAQgAAEIQAACEIhLAAGrBDn9xfGVV17JZAL5S5H0MN2fSP9XN2LWXxKDDby9qQs1lfY/OlhaFOcthPpLs17v2rVr80rQ9JdnvTadbVTtty9qwePXv/51phG1Xod3aXFlt912k+bm5qKN101Y6TnLEQSC5X+FspsKbQ2T3kDe2LgClh4fbBLvtzmYpVXpt2uavF2ulA/0Xnz++eczceNl0nlxo/dDS0tLRhAqFDdxf6n595C3Rr9oGUXQ8Zec6n5S+gUCS5cuzS6tkIAV9F2pXlkmtgb3baHswWD5X9SsM9P+bnrNCFgmnuMeCEAAAhCAAAQgAAEIQKASBJwRsKKWEOr7H3744bwv3sWAawFh+PDhmVfdBy8TUaYcAUs3mW5ra+vx1rKw9eoskjPOOKPiooEWVJ544gkjXvoL9QknnBAqppmwKlfACoo/Ucvu/GJIqV5q5QhYeg8uWLAgr2m4J74EBZIooozJL45yBCwtoDz00EN5vaIKPVPHzbHHHhvpbZKl1h8mYPlFR1NBxy8EeZl6Jhlpwd81ps8rZVeUlxAEe71FyToLZnB9+ctfLih8I2CV8hqfQwACEIAABCAAAQhAAAKVIuCMgBUUEoqJFsG3ukWBHSYkmIgycQWsYFaGyVorna1T6G1ppdYS9oY0E1blClh6vF8AilJGGCwNK5W9VY6ApdcZfJ5eq967eo96VykRrZQfwj6PK2DpdWkBZP369ZEeG1VELDZ5mIDlf5OgHmsi6PjZe+szEbAq1WctzMagcFnIjqC9UQROfw+tUuIbAlakbc7NEIAABCAAAQhAAAIQgEAZBJwQsIJfKDWvYiU9YaVbuo/OoYcems1c0tkQq1evlhdffDHvy3oxMSRKDyyTEsIwu/QXbX+ZXrF16rf6lVu+FSb26bKtQYMGZcvDdCbLa6+9JitXruyRoVXMD9XqgaX9H8wyCRPTwuLKn9liInyVK2DpNQSzafzr0iWskydPLtuPhX6HmAg23tiwZuN6fbrUTceOLhnUl1dm6n+bn/551Df0FVpzmICl741aRujn7gmVJjyCPi8lckb5/R0sXy02t99e7Ydrrrmm5KOC2YmlhC8ErJJIuQECEIAABCAAAQhAAAIQqBCB1ApY+ovYH/7wB3n99dd7iCbFsj2ColCpzBD9pV1nQfl7/BQSZSopYIWVlxUTYcLKukrZZrLHgmJfqTmDwlGxL9bVFLCCfYJMspiCJVwmbzCshIAVfBOe3y/FyrtM/FfqHhPBxpsjmA1Yqqm8nluX6XZ0dGSXYZIZVWrNhQSsKGWEYeWDnvhWqgdWUNSpRP8rz+bgfiom+gX9YbJXggJZqTcYmmTqlfKX93mpnmqm83AfBCAAAQhAAAIQgAAEIJBOAtYJWOW6QX9J0l/kCmUeBTNsTLKUguU6hYSkSgpYwS+npTIlPG6mJUgmnIN2m4hAet7g2gvxqqaApdcR9ct6UHwzEVsqIWCFCSf6ZyYCmokfi91jKmAFBUHTzLDgHiolgJrYU0jAilJGGFY+GFfAMhGOTOzS9wQF9mICVhzB1Z+1ZeILBCxTz3EfBCAAAQhAAAIQgAAEIFAuAWcELF3upb/w6wbmxS4tOOhsKt3DZ++995Zzzz23JOPgF8VCXyorKWD5+9SYlgdpQ4Jf4ssp24ryNj4/xKDYUSjzotoClqnw6K3dL/6ZZotUSsAKimd6TaYiUckNXOQGUwErKKyYlmTqRwdF1VmzZpWzZCkkYOlJTcsIw8oH9XgTHtUsqws+v1T8+tmW+j0RjAeTzDEErLK2KoMhAAEIQAACEIAABCAAgQgEUi1g6S9sWoTS/x06dGjV+gRp3iY9qyolYAX71ETNxPF/iTcVYsL2lH+eUs2eg+ODfZ3CRItqC1h6TX4hsFgGWZC5qUBTCQEr+Gw/S5MsmQi/D3rcaiLY6EFBf5YqPfM/KCjOmQgnxWwqJmCZlBEWKh9MgoAVVYAOCovFssH8Piwldnn8w8ol4+63pqamgm87jDsn4yAAAQhAAAIQgAAEIACB9BCwTsDSX27Drj/+8Y/y9ttv5/Wi0uLM4YcfLiNHjqy4x3TW1e9//3t59913M8/1v3Wt2hlYQVEhapNo/5dOk0bkheD5hYKoIlpQ2An7Yl0LASu4jkJlgf6yR83MpLRUcytXwNJiyty5c4u+1S+q/6MEg6mA5fdVVDEz+AzTcliTfRkUaE3KCAuVD8YVsMoV5Px2RumBpccF+6cVEjyDWZGlMrsKCVjlZs9F2ZvcCwEIQAACEIAABCAAAQi4RcA6AavUF6SwUivTbJkw1+vsFy1Qtbe3Z8Uxf8P2sDHVFrDKzVgJlv6VYlqIixZ1vMv0C693fzAzJOxLfi0ErGD5ZyHxxJ+pFSXrqVwBK+grnSW24447it6X3qUFtXPOOSf7lr9K/gozFbDKyeozLcE1tatYBpaeo1QZYaHyQVMBK9jjrZICVnBuE/HSv4cKCdbBeDTp76Z5VLNc0tTf3AcBCEAAAhCAAAQgAAEIuEEgdQKWdlvwy5j+WVQRS8/x4osvFs18KbRFqi1glSuKRCllLGRj1F48wXlMhJFaCFjBL+Fh2UPBrJ0oTbnL8VVwH3uZX3rNwaysckpBi/2qM/GTHl9KNCr169SkBLfUHN7npdZSrIzQn4kUVkZnwiNKo3VTm7z74ryEwSRj0z+v6csYgrGj/x1HDI/KgPshAAEIQAACEIAABCAAATcJpFLA0q4MZiron5kID/oL7G233SZr164tuiO00LHbbruJ/t/9+vWTxx9/PHt/tQWscjOwTPpPlQqHYF+mqBlYJjbUSsAqlX3iFzxMewN5/OIKWJqvHtvR0ZF1hT/bJqwvVrmld2E+NxFs9LhyMrDK3UvBdZcSsIqVEfr3QlhZrAmPYEZZ1JLKQrEXnDfKXiyWQRicN4rYTwZWqd+UfA4BCEAAAhCAAAQgAAEIVIpAagUsDSiYrWDy1raguKOzXpqbmzNC1R577JFpBN/S0pLH3zQbKUrmU7GMFJOMimIbhB5Y+XSCfYL8Ylzws6giUVwBK7h3w8SU4NymIm2UXx4mgo2ez5YeWJ7thcoI/XaECd5xeOhnVqKMMOjvKH3n/GODPdyCn1133XXGWwQByxgVN0IAAhCAAAQgAAEIQAACZRJItYAVlqVS7Etf8H4tWo0bN65kb6FaC1jBjIkoX2T1fiknW8a/3/xZHVGzTEyywGqVgaVtKpRlFczOivJ2PT1vHAErmD2o2Z533nmhb9EMCl3F7o3zu8JUsAn26orCySQbL8raS2VgBf3tlV/646pQdpMpj+C+iRofQXv12hYsWJCXkWfap0rPVSzLyh/HUX+XIGBF2ZncCwEIQAACEIAABCAAAQiUQyDVAlaYgKB/VigbIig2mDRI1vMFv4BXu4RQP9P/pTNKKVGwfCpq6Z9/swVFC9Mv1ME3nhXq31RLASsoXnrZN36hLUrzdo9TVAEr6B89T7HS1zBhI6oIUewXSFzBJkoZWlCEK7ePkomAFeSsx7zyyivZUuBCDE15aKZBu+LsHz1PWFlznLn8e9nrcxXc96Yx7O0ZBKxyjl/GQgACEIAABCAAAQhAAAJRCKRewAqKPfrfhQSfqGKD9+Uy2FC7FgJWMEvHpLQt7IuwSV+wQhsqKAKYNn8OCl+F1l5LASu4T7SAMWbMmLym1KaCpp9XlD0VJkaZ+DXszZuVKFnTdpgKNkFR0qRcV88fzFQy3UPFfsmZCFh6vD8TUQtumv8777yTmbpQXJjy0HOEZYBGFZ7CYjZYAmj6Cz8sm3DFihXZN1rGyRJDwDKlz30QgAAEIAABCEAAAhCAQLkEnBCwgl86NbQwkSkoBJT6Ml2o4bupgFUs26HUW9nCxI5iWS96rQ899JD85je/ye6ZSry5LmqWSZBxsS/jtRaw/GvTX+aHDBmSzciJkuUWV8AKigFR/BPWu+3iiy8OLTuM8ksjGDvF9liU0kdPHHv44YfzyuIqIbyZClh+IVWzfv/99zNoivk6ioCl5wp7I6p+1uGHHy4jR44s6opCb0Ith5FftNOCbFtbW/ZNq1Gy5ryFI2BFiSbuhQAEIAABCEAAAhCAAATKIeCEgKUBmbyVMNgnRo/TItbQoUPzvmzqL7FvvvlmRgzyvyXOc0QhASuYsaRFkqOOOiozLNgcvpSAVejLsc7w0E3nvXm1TatXr5YXX3wx+0VVj9XC0TnnnFOyv1epzRX2tjz9BX3QoEEZbtouLZ699tprsnLlyqxI4M1bLKup1gJWMItI+8d7G2XcUkvTDKzgfVGzbILN5r29O2XKlFIuLPp5kIle17HHHitNTU2Z/+pMNe8KE3S1GKTvOfTQQ7N7TcfPr3/96zwxVc9RqdJHUwErrFyz1DqiCliF4lT/XO+v/fbbT3bfffcMS3198MEH8uc//1nefvvtvHj1GMcRmfwO9v8e9O/vqPvNmzMoYGlxrdwr7EUZ5c7JeAhAAAIQgAAEIAABCEDAfgLOCFhhX/DDMlzChK5SbtYi1/r167NiR6HMrTCBzJs7OMZEwNJj46xXf1k944wz8sSHUjYW+1xniuhMjjAxr9i4Ul/Gay1g6bUGM5m89UftDeSNMxGwwjIE42TZhM1jUoJYyvf+fmv+e/U+Cr6xTguaOpNNx0OUK2ppXbG5TQUsPYc/I8mbs1hZbRwBS8+rxbKf//znkWPEW5MWAk8++eSyYzasrFE/Iy7/oIAVxeeF7o0rFlfi2cwBAQhAAAIQgAAEIAABCCSXgDMClvclcvny5XneCPuCbyoK6S+VI0aMkNGjRxd8i13Q9cH+T97nwf4zpgKWZ5e/FKjYdtNfVE866aSyS8uCz9BfjJ944okeGVZha9HC4THHHFPyy3g9BKywrJwopXxBe0sJWGHCajmZSMG9WwmxMqwMzrMz7G2DYeWqhfakjqEjjzwymzFYiV+VUQSsYDyWKhWNK2BpuzQXHSM6VkzFXr2egw46KCM4V+oKlv3qeeMIpnocAlalvMI8EIAABCAAAQhAAAIQgEApAk4JWGFfuAqV0nllTrqcxysj0+O10LTbbrvJ3nvvnRGuvCsofBT7QqgFAV1O559Xz+N/+1oUActbg55XZ3npef0ZMFqA0WU5uu9OS0tLqT1R1ueluB1yyCEle/94C6iHgKWfHczKKZUpVgxYKQErmPEVp5G2//lhZXzlzqnn137Vb+nzmpx7zyy2z/VefP755zPCjddfSo/Tooxek96L/hgqa+P5BkcRsKK+lbMcActbouahWb733nuZckH/7wH9+0jHqv7vPvvsU1Fhz3t+sA9dKdGumF8QsCq1a5kHAhCAAAQgAAEIQAACEChFIPECVikD+BwCEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr3f7FOghAAAIQgAAEIAABCEAAAhCAAAQgYD0BBCzrXYgBEIAABCAAAQhAAAIQgAAEIAABCEAg3QQQsNLtX6yDAAQgAAEIQAACEIAABCAAAQhAAALWE0DAst6FGAABCEAAAhCAAAQgAAEIQAACEIAABNJNAAEr4f4dM2aMtLa2yrZt22Kt9K233pI5c+bI4sWLZd26dTJgwAA5/vjj5corr5TBgwcXnDPuuFiLZBAEIAABCEAAAhCAAAQgAAEIQAACEChCAAErwdtjypQpMnfu3MwK4whYq1atkqOPPjorXI0YMUJWr14ta9asycy5bNkyGTt2bA8CccclGCVLgwAEIAABCEAAAhCAAAQgAAEIQMBiAghYCXTe2rVr5cILL5QlS5ZkVxdHwBo+fLi8/PLLMnnyZLn22mtl4MCBmfmuvvpqmT59eiYb680338z+3HtY3HEJRMmSIAABCEAAAhCAAAQgAAEIQAACEEgBAQSshDlRl/rpzCtd7ue/ogpYy5cvlxNPPFFaWlrkhRde6CFSeaWJ8+bNk0mTJmUfFXdcwjCyHAhAAAIQgAAEIAABCEAAAhCAAARSRAABK0HOnDVrlkydOjWzovHjx8tZZ52VEaH0FVXA8soPr7rqKpk2bVoPK7VQNnHiRBk2bJi89NJL2c/jjksQRpYCAQhAAAIQgAAEIAABCEAAAhCAQMoIIGAlyKFawHrnnXfkzDPPlFGjRsmzzz4rRx55ZCwBy8uwWrRokUyYMKGHlbrP1ZAhQ3rMHXdcgjCyFAhAAAIQgAAEIAABCEAAAhCAADh7dFEAACAASURBVARSRgABK8EOLUfAamhoyFjW1taWEcPCLu8e3dS9ubk5c0vccQnGyNIgAAEIQAACEIAABCAAAQhAAAIQsJwAAlaCHVgrAcsvckURsIqJYwnGytIgAAEIQAACEIAABCAAAQhAAAIQsIwAAlaCHZZWAeuVV15JMHWWBgEIQAACEIAABCAAAQhAAAIQcJvA0KFDEwcAAStxLsktCAErwc5haRCAAAQgAAEIQAACEIAABCAAgZQSQMBKqWOrZVY5AtYuu+wi69ati9wDK+64ajFg3voS8LLlkvjLq75keDoE0kOAOE+PL7EEAoUIEOfsDQiknwBxnn4fY6Hq2b1NXYBIJoFyBCzvbYLLli2TsWPH9jCw1FsIo45LJkFWVS4BDsJyCTIeAsknQJwn30esEALlEiDOyyXIeAgknwBxnnwfscLyCSBglc+wajOUI2BdffXVMn36dLnqqqtk2rRpPda4ePFimThxogwbNkxeeuml7Odxx1UNAhPXlQAHYV3x83AI1IQAcV4TzDwEAnUlQJzXFT8Ph0BNCBDnNcHMQ+pMAAGrzg4o9vhyBKzly5fLiSeeKC0tLfLCCy/IwIED8x7lZWjNmzdPJk2alP0s7rgEY2RpZRDgICwDHkMhYAkB4twSR7FMCJRBgDgvAx5DIWAJAeLcEkexzLIIIGCVha+6g8sRsPTKhg8fLi+//LJMnjxZrr322qyI5WVZDRgwQN58880e4lbccdWlwez1IMBBWA/qPBMCtSVAnNeWN0+DQD0IEOf1oM4zIVBbAsR5bXnztPoQQMCqD3ejp5oKWF421cyZM+WKK67Izq37XB199NGZZu5arBoxYoSsXr1a1qxZk7mnWJ+rOOOMjOImqwhwEFrlLhYLgVgEiPNY2BgEAasIEOdWuYvFQiAWAeI8FjYGWUYAASvBDitXwNKmvfXWWzJnzhzRPa88Iev444+XK6+8UgYPHlzQ+rjjEoyTpcUgwEEYAxpDIGAZAeLcMoexXAjEIECcx4DGEAhYRoA4t8xhLDcWAQSsWNgYBAE3CHAQuuFnrHSbAHHutv+x3g0CxLkbfsZKtwkQ52773xXrEbBc8TR2QiAGAQ7CGNAYAgHLCBDnljmM5UIgBgHiPAY0hkDAMgLEuWUOY7mxCCBgxcLGIAi4QYCD0A0/Y6XbBIhzt/2P9W4QIM7d8DNWuk2AOHfb/65Yj4DliqexEwIxCHAQxoDGEAhYRoA4t8xhLBcCMQgQ5zGgMQQClhEgzi1zGMuNRQABKxY2BkHADQIchG74GSvdJkCcu+1/rHeDAHHuhp+x0m0CxLnb/nfFegQsVzyNnRCIQYCDMAY0hkDAMgLEuWUOY7kQiEGAOI8BjSEQsIwAcW6Zw1huLAIIWLGwMQgCbhDgIHTDz1jpNgHi3G3/Y70bBIhzN/yMlW4TIM7d9r8r1iNgueJp7IRADAIchDGgMQQClhEgzi1zGMuFQAwCxHkMaAyBgGUEiHPLHMZyYxFAwIqFjUEQcIMAB6EbfsZKtwkQ5277H+vdIECcu+FnrHSbAHHutv9dsR4ByxVPYycEYhDgIIwBjSEQsIwAcW6Zw1guBGIQIM5jQGMIBCwjQJxb5jCWG4sAAlYsbAyCgBsEOAjd8DNWuk2AOHfb/1jvBgHi3A0/Y6XbBIhzt/3vivUIWK54GjshEIMAB2EMaAyBgGUEiHPLHMZyIRCDAHEeAxpDIGAZAeLcMoex3FgEELBiYWMQBNwgwEHohp+x0m0CxLnb/sd6NwgQ5274GSvdJkCcu+1/V6xHwHLF09gJgRgEOAhjQGMIBCwjQJxb5jCWC4EYBIjzGNAYAgHLCBDnljmM5cYigIAVCxuDIOAGAQ5CN/yMlW4TIM7d9j/Wu0GAOHfDz1jpNgHi3G3/u2I9ApYrnsZOCMQgwEEYAxpDIGAZAeLcMoexXAjEIECcx4DGEAhYRoA4t8xhLDcWAQSsWNgYBAE3CHAQuuFnrHSbAHHutv+x3g0CxLkbfsZKtwkQ52773xXrEbBc8TR2QiAGAQ7CGNAYAgHLCBDnljmM5UIgBgHiPAY0hkDAMgLEuWUOY7mxCCBgxcLGIAi4QYCD0A0/Y6XbBIhzt/2P9W4QIM7d8DNWuk2AOHfb/65Yj4DliqexEwIxCHAQxoDGEAhYRoA4t8xhLBcCMQgQ5zGgMQQClhEgzi1zGMuNRQABKxY2BkHADQIchG74GSvdJkCcu+1/rHeDAHHuhp+x0m0CxLnb/nfFegQsVzyNnRCIQYCDMAY0hkDAMgLEuWUOY7kQiEGAOI8BjSEQsIwAcW6Zw1huLAIIWLGwMQgCbhDgIHTDz1jpNgHi3G3/Y70bBIhzN/yMlW4TIM7d9r8r1iNgueJp7IRADAIchDGgMQQClhEgzi1zGMuFQAwCxHkMaAyBgGUEiHPLHMZyYxFAwIqFjUEQcIMAB6EbfsZKtwkQ5277H+vdIECcu+FnrHSbAHHutv9dsR4ByxVPYycEYhDgIIwBjSEQsIwAcW6Zw1guBGIQIM5jQGMIBCwjQJxb5jCWG4sAAlYsbAyCgBsEOAjd8DNWuk2AOHfb/1jvBgHi3A0/Y6XbBIhzt/3vivUIWK54GjshEIMAB2EMaAyBgGUEiHPLHMZyIRCDAHEeAxpDIGAZAeLcMoex3FgEELBiYWMQBNwgwEHohp+x0m0CxLnb/sd6NwgQ5274GSvdJkCcu+1/V6xHwHLF09gJgRgEOAhjQGMIBCwjQJxb5jCWC4EYBIjzGNAYAgHLCBDnljmM5cYigIAVCxuDIOAGAQ5CN/yMlW4TIM7d9j/Wu0GAOHfDz1jpNgHi3G3/u2I9ApYrnsZOCMQgwEEYAxpDIGAZAeLcMoexXAjEIECcx4DGEAhYRoA4t8xhLDcWAQSsWNgYBAE3CHAQuuFnrHSbAHHutv+x3g0CxLkbfsZKtwkQ52773xXrEbBc8TR2QiAGAQ7CGNAYAgHLCBDnljmM5UIgBgHiPAY0hkDAMgLEuWUOY7mxCCBgxcLGIAi4QYCD0A0/Y6XbBIhzt/2P9W4QIM7d8DNWuk2AOHfb/65Yj4DliqexEwIxCHAQxoDGEAhYRoA4t8xhLBcCMQgQ5zGgMQQClhEgzi1zGMuNRQABKxY2BkHADQIchG74GSvdJkCcu+1/rHeDAHHuhp+x0m0CxLnb/nfFegQsVzyNnRCIQYCDMAY0hkDAMgLEuWUOY7kQiEGAOI8BjSEQsIwAcW6Zw1huLAIIWLGwMQgCbhDgIHTDz1jpNgHi3G3/Y70bBIhzN/yMlW4TIM7d9r8r1iNgueJp7IRADAIchDGgMQQClhEgzi1zGMuFQAwCxHkMaAyBgGUEiHPLHMZyYxFAwIqFjUEQcIMAB6EbfsZKtwkQ5277H+vdIECcu+FnrHSbAHHutv9dsR4ByxVPYycEYhDgIIwBjSEQsIwAcW6Zw1guBGIQIM5jQGMIBCwjQJxb5jCWG4sAAlYsbAyCgBsEOAjd8DNWuk2AOHfb/1jvBgHi3A0/Y6XbBIhzt/3vivUIWK54GjshEIMAB2EMaAyBgGUEiHPLHMZyIRCDAHEeAxpDIGAZAeLcMoex3FgEELBiYWMQBNwgwEHohp+x0m0CxLnb/sd6NwgQ5274GSvdJkCcu+1/V6xHwHLF09gJgRgEOAhjQGMIBCwjQJxb5jCWC4EYBIjzGNAYAgHLCBDnljmM5cYigIAVCxuDIOAGAQ5CN/yMlW4TIM7d9j/Wu0GAOHfDz1jpNgHi3G3/u2I9ApYrnsZOCMQgwEEYAxpDIGAZAeLcMoexXAjEIECcx4DGEAhYRoA4t8xhLDcWAQSsWNgYBAE3CHAQuuFnrHSbAHHutv+x3g0CxLkbfsZKtwkQ52773xXrEbBc8TR2QiAGAQ7CGNAYAgHLCBDnljmM5UIgBgHiPAY0hkDAMgLEuWUOY7mxCCBgxcLGIAi4QYCD0A0/Y6XbBIhzt/2P9W4QIM7d8DNWuk2AOHfb/65Yj4DliqexEwIxCHAQxoDGEAhYRoA4t8xhLBcCMQgQ5zGgMQQClhEgzi1zGMuNRQABKxY2BkHADQIchG74GSvdJkCcu+1/rHeDAHHuhp+x0m0CxLnb/nfFegQsVzyNnRCIQYCDMAY0hkDAMgLEuWUOY7kQiEGAOI8BjSEQsIwAcW6Zw1huLAIIWLGwMQgCbhDgIHTDz1jpNgHi3G3/Y70bBIhzN/yMlW4TIM7d9r8r1iNgueJp7IRADAIchDGgMQQClhEgzi1zGMuFQAwCxHkMaAyBgGUEiHPLHMZyYxFAwIqFjUEQcIMAB6EbfsZKtwkQ5277H+vdIECcu+FnrHSbAHHutv9dsR4ByxVPYycEYhDgIIwBjSEQsIwAcW6Zw1guBGIQIM5jQGMIBCwjQJxb5jCWG4sAAlYsbAyCgBsEOAjd8DNWuk2AOHfb/1jvBgHi3A0/Y6XbBIhzt/3vivUIWK54GjshEIMAB2EMaAyBgGUEiHPLHMZyIRCDAHEeAxpDIGAZAeLcMoex3FgEELBiYWMQBNwgwEHohp+x0m0CxLnb/sd6NwgQ5274GSvdJkCcu+1/V6xHwHLF09gJgRgEOAhjQGMIBCwjQJxb5jCWC4EYBIjzGNAYAgHLCBDnljmM5cYigIAVCxuDIOAGAQ5CN/yMlW4TIM7d9j/Wu0GAOHfDz1jpNgHi3G3/u2I9ApYrnsZOCMQgwEEYAxpDIGAZAeLcMoexXAjEIECcx4DGEAhYRoA4t8xhLDcWAQSsWNgYBAE3CHAQuuFnrHSbAHHutv+x3g0CxLkbfsZKtwkQ52773xXrEbBc8TR2QiAGAQ7CGNAYAgHLCBDnljmM5UIgBgHiPAY0hkDAMgLEuWUOY7mxCCBgxcLGIAi4QYCD0A0/Y6XbBIhzt/2P9W4QIM7d8DNWuk2AOHfb/65Yj4DliqexEwIxCHAQxoDGEAhYRoA4t8xhLBcCMQgQ5zGgMQQClhEgzi1zGMuNRQABKxY2BkHADQIchG74GSvdJkCcu+1/rHeDAHHuhp+x0m0CxLnb/nfFegQsVzyNnRCIQYCDMAY0hkDAMgLEuWUOY7kQiEGAOI8BjSEQsIwAcW6Zw1huLAIIWLGwMQgCbhDgIHTDz1jpNgHi3G3/Y70bBIhzN/yMlW4TSGOcr/y/W7JOHfLxXm47GOszBBCw2AgQgEBBAmk8CHE3BCCQT4A4Z0dAIP0EiPP0+xgLIZC2OJ/58GZ57Fc5AesfBzbKwklNONpxAghYjm8AzIdAMQJpOwjxNgQg0JMAcc6ugED6CRDn6fcxFkIgbXE+65EOaX21M+vYf9ylQRZe0B9HO04AAcvxDYD5EEDAYg9AwG0CafuD121vYj0EwgkQ5+wMCKSfQNrifNbD7dL6q49yAhYZWOnfxAYWImAZQOIWCLhKIG0Hoat+xG4IIFSzByDgNgHOc7f9j/VuEEhbnM9UAtZjPgFrH5WBdQcZWG5s5iJWImA5vwUAAIHCBNJ2EOJrCECgJwHinF0BgfQTIM7T72MshEDa4jwoYNEDiz2uCSBgsQ8gAIGCBNJ2EOJqCEAAAYs9AAEXCXCeu+h1bHaNQNrifOYjqon7q/4m7r1UE/d+rrkVewMEELDYEhCAAAIWewACDhNI2x+8DrsS0yHAec4egIDDBNJ2ns98RJUQvprrgbXPAFVCOJkm7g5v8YzpCFiu7wDsh0ARAmk7CHE2BCDQkwBxzq6AQPoJEOfp9zEWQiBtcU4PLPZ0GAEELPYFBCDA/8eWPQABhwmk7Q9eh12J6RDgPGcPQMBhAmk7z2c+rEoIf5UrIaSJu8Ob22c6Ahb7AAIQ4A9e9gAEHCaQtj94HXYlpkOA85w9AAGHCaTtPEfAcngzFzEdAYt9AQEI8AcvewACDhNI2x+8DrsS0yHAec4egIDDBNJ2nvcUsBrljguaHPYwpmsCCFjsAwhAgD942QMQcJhA2v7gddiVmA4BznP2AAQcJpC283yWauLe6m/ivotq4n4BTdwd3uIZ0xGwXN8B2A+BIgTSdhDibAhAoCcB4pxdAYH0EyDO0+9jLIRA2uJ89sPtsuJXvrcQDlQC1iQELNd3OgKW6zsA+yGAgMUegIDTBNL2B6/TzsR4CBQgQJyzNSCQfgJpi/OeGViUEKZ/F5e2EAGrNCPugICzBNJ2EDrrSAyHAEI1ewACThPgPHfa/RjvCIG0xTkCliMbN6KZCFgRgXE7BFwikLaD0CXfYSsETAkQ56akuA8C9hIgzu31HSuHgCmBtMX5rEc6VA+szqz5+9ADy3QrpPo+BKxUuxfjIFAegbQdhOXRYDQE0kmAOE+nX7EKAn4CxDn7AQLpJ5C2OJ+9rENWrPILWJQQpn8Xl7YQAas0I+6AgLME0nYQOutIDIdAEQLEOdsDAuknQJyn38dYCIG0xfks1cS9Na+JuxKwJjXhaMcJIGA5vgEwHwLFCKTtIMTbEIBATwLEObsCAuknQJyn38dYCIG0xfnsZeothKv8byFEwGKXiyBgsQsgAIGCBNJ2EOJqCEAAAYs9AAEXCXCeu+h1bHaNQNrivEcJ4UAELNf2dJi9CFjsAghAAAGLPQABhwmk7Q9eh12J6RDgPGcPQMBhAmk7zxGwHN7MRUxHwGJfQAAC/MHLHoCAwwTS9gevw67EdAhwnrMHIOAwgbSd58ESwr0HNMidk/s77GFM1wQQsNgHEIAAf/CyByDgMIG0/cHrsCsxHQKc5+wBCDhMIG3n+cyHN8tjv9qS9eg+uzTIHRcgYDm8xTOmI2C5vgOwHwJFCKTtIMTZEIBATwLEObsCAuknQJyn38dYCIG0xfks1cS91d/EfRfVA+sC3kLo+k5HwHJ9B2A/BBCw2AMQcJpA2v7gddqZGA+BAgSIc7YGBNJPIG1x3lPAIgMr/bu4tIUIWKUZcQcEnCWQtoPQWUdiOAQQqtkDEHCaAOe50+7HeEcIpC3OEbAc2bgRzUTAigiM2yHgEoG0HYQu+Q5bIWBKgDg3JcV9ELCXAHFur+9YOQRMCaQtzoNN3PcZoEoIJ1NCaLof0nofAlZaPYtdEKgAgbQdhBVAwhQQSB0B4jx1LsUgCPQgQJyzKSCQfgJpi/PZj7TLilc/yjpuH3pgpX8TG1iIgGUAiVsg4CqBtB2ErvoRuyFQjABxzv6AQPoJEOfp9zEWQiBtcT5nWac8uqoj69i91VsI7+QthM5vdAQs57cAACBQmEDaDkJ8DQEI9CRAnLMrIJB+AsR5+n2MhRBIW5zPWdahBKxOn4DVqAQsSghd3+kIWK7vAOyHQBECaTsIcTYEIICAxR6AgIsEOM9d9Do2u0YgbXEe7IG1tyohRMBybVf3tBcBiz0AAQgUJJC2gxBXQwACCFjsAQi4SIDz3EWvY7NrBNIW53OWtasMrFwPLAQs13Z0uL0IWOwDCEAAAYs9AAGHCaTtD16HXYnpEOA8Zw9AwGECaTvPe7yFkCbuDu/unOkIWGwDCECAP3jZAxBwmEDa/uB12JWYDgHOc/YABBwmkLbzvEcPrAGqifvk/g57GNM1AQQs9gEEIMAfvOwBCDhMIG1/8DrsSkyHAOc5ewACDhMo5zx/+vWPZNHznbJtm8hW9d+zP9tHjjiwV11p9ighHKB6YE2miXtdnZKAhyNgJcAJYUtYtWqVrF+/XnbYYQcZPHhw5FV6400GDho0SAYOHJh367PPPlt06F577SXNzc0m03OPxQTKOQgtNpulQ8ApAsS5U+7GWEcJEOeOOh6znSJQTpxfdOcm+fW7W7O8hu7bKLPOrK9YNPuRzbLi1S3ZNe2NgOXUfi5kLAJWwrbB8uXL5aKLLpI1a9ZkVzZgwAC5/vrrZdKkScarHTNmjLS2thrd39bWJqNGjcre+9Zbb0lLS0vRsTNnzpQrrrjCaH5uspdAOQehvVazcgi4RYA4d8vfWOsmAeLcTb9jtVsEyonzi+/aJL/6fU7A+tS+vWTOmf3qCnDOIx3y6KudOQFrF1VCeAElhHV1SgIejoCVACd4S9Di1Yknnpj55+jRo+WYY46Rd955R+bOnZv5WRTR6Oqrrxbvl1iYiatXr86IZFoce/nll/Oyqbx16M9GjBgRSujss8+WCRMmJIgeS6kGgXIOwmqshzkhAIHKEyDOK8+UGSGQNALEedI8wnogUHkC5cT5pXdvllW/y2U7ffKfGuXGL5eXgdX2my2yTf2noUHkyIO2i2zwnEfUWwhf5S2EkcGlfAACVkIcvHbtWjnggANk3bp1Mm/evLxsK7+wpUWnckv3dIbVsGHDMs9atmyZjB07No+CFr+mT58eSTBLCEaWUWEC5RyEFV4K00EAAlUiQJxXCSzTQiBBBIjzBDmDpUCgSgTKifPL7tksK/9vTsD6539slJv+Nb6AddGdm1VJYm6+YfttJzMn9o1k+Q3LO2X5yo7smL1p4h6JX1pvRsBKiGcXL14sEydOzAhLL730Uo9VTZkyJZOJddVVV8m0adPKWvXw4cMzWVeF5vLKD4OlhWU9lMFWEijnILTSYBYNAQcJEOcOOh2TnSNAnDvncgx2kEA5cf7NH2+W/3knJzgdsneD/PdX4pfrXXSH6qn1Xq4kcVizErAmRBOwaOLu4CY2MBkBywBSLW7R5XhLliwpmPXkZWHp3lS6/C/uNWvWLJk6dWqmx9ULL7zQo3m7nrdB53mqa5t6DYXO1nr//fcz/w5r9h53HYyzg0A5B6EdFrJKCECAOGcPQCD9BIjz9PsYCyFQTpxfsWizvPJ2TsAatHej/OAr8TOwvr5ws7z+fm6+4c29ZMaEaD21ELDY02EEELASsi+8rKiwkj69RH9jdS0sxbn8ZYqFnqPfXjhkyJBMbyx96TJD/zV58mS59tprQ4WvOGtiTLIJlHMQJtsyVgcBCHgEiHP2AgTST4A4T7+PsRAC5cT5t5ZslpfW5ASng/dslB+eU4aApTKwXvdlYI1QGVjXR83ACvTA2lOVEN49OX5WGDskHQQQsBLiRy/rqVjZnnfPypUrZfDgwZFX7pUh6gbxK1asCB0/f/58ueCCCzKf6Syt8ePHy0477ZRpJq/LHLWgpcsc9fiBAwdGXgMD7CJQzkFol6WsFgLuEiDO3fU9lrtDgDh3x9dY6i6BcuL8yiXt8uKaXMP0g/bcTm4+J1rJn5/81xcqAev9XAnhiBYlYI2PNt9sJWCt8DVx30sJWHchYLm7wbstR8BKyBaIImDF6U3lz+AqNv7ZZ5+VH//4x5kMrGCvLT2HFrR0/yz9v7WgxZVuAuUchOkmg3UQSA8B4jw9vsQSCBQiQJyzNyCQfgLlxPlV926WF1bnMrD236NR5p8bPwNryoJN8sYfcgLWyJZeMn18tBLC2cuUgLUqJ6rttbMSsKaQgZX+nVzcQgSshOyAagtY3psFCzWJN8WgBa4jjzwyc3vcNyJ6v1xNn8l9EIAABCAAAQhAAAIQgAAEIFAdAgv+Zx95/c8fy06+5w7tcsln3o79sP/+5cfl3b/lBLCDBn4o5w17N9J89772D/Lye11tbfQ1sKlTpn52TaQ5uLk8AkOHDi1vgiqMRsCqAtQ4U1ZbwNpll10y5X+LFi0S3TC+nMtkrcXmR8Aqhz5jIQABCEAAAhCAAAQgAAEIVI7AHf+7j/z6TzkBa4+PdcilR7wV+wHf/+W+8vu/5TKuDtpVCVhDEbBiA63TQASsOoG34bH7779/JqPJpAfWX/7yl0j9p7w3GOqywDfffDPS2DB2Y8aMkdbW1oJvTLSBN2s0I1BOKrLZE7gLAhCoNwHivN4e4PkQqD4B4rz6jHkCBOpNoJw4//el7fLcG7lyvX/atVEWnF9OCeFmVUKYK0mMU0J4w7IOWb6qM4uVHlj13mHJeD4ZWMnwg3iiUKEMKX/pXtS3EHrlgyZ9q/Rz3n33XRkxYoQ0NzeH0vGyueL04koIbpZhSKCcg9DwEdwGAQjUmQBxXmcH8HgI1IAAcV4DyDwCAnUmUE6cf3fpZml7Iyc47bNLg9xxQfx+U5Nv3yS//WOuB9ZhB/SSaadH64F1w/J2Wb7S1wNrQKNq4h5fVKuze3h8hQggYFUIZLnTzJo1S6ZOnSqTJ0+Wm2++ucd03tsBTUSo4ODhw4dnGq+blA96mWDz5s2TSZMm9ViHvxl83B5Y5bJifO0IlHMQ1m6VPAkCECiHAHFeDj3GQsAOAsS5HX5ilRAoh0A5cf49lYH1tC8Da+9dGuXOC+KLRUEBa+T+qon7GVEFLJWBtZIMrHL2RBrHImAlxKurVq2SIUOGZN7+p8Umf/bT2rVrZeTIkZkSQxMRym+SHrvrrrtmfmQiOE2ZMkXmzp0rLS0tsnr16h50dP+sJUuWyOjRo2XFihUJoccyqkWgnIOwWmtiXghAoLIEiPPK8mQ2CCSRAHGeRK+wJghUlkCUOL/vxZwwNOrAXnLLU53y9P/JZTvtuVOj3H1hfAFrksrAWu3PwFIC1jQErMo63NHZELAS5HhPHNJvCrzxxhtl1KhRojOetKike04VeoOgFr/Wr18ve+21V4+yv6ilh/p5+jm64bsWqXQ2mBbT9M+vuuqqjHgVJrIlCCNLqSCBKAdhBR/LVBCAQA0JEOc1hM2jIFAnAsR5ncDzWAjUkIBpnM9/okPu/WVOwNp1hwY5dJ9e8tTrOQFr9x0bZNHX45cQnn/rJlnzJ0oIa+h+Zx6FgJUgV+tsKd0LS2dgBS+dEbV06VIZPHhwj8+KNVVfvHixTJw4MVLGlBbEjj766IyIFby0ePXkk0+GriNBKFlKhQiYHoQVehzTQAACdSBAnNcBOo+EQI0JEOc1Bs7jIFAHAqZx3lPAapTBH2+Ux1/LCVi7KQFrcRkCVjADqxJN3PfYWeSeKdvXgSyPTBIBBKwkeaN7LVp0euCBB+SDDz6QnXfeOSMmjRs3ruDbA3WTdv0L6+yzliQdTwAAIABJREFUzxadxeW/9FwLFy4U/QrMadOmGVurxbT77rsvI1aZrsN4cm60hoDpQWiNQSwUAhDoQYA4Z1NAIP0EiPP0+xgLIWAa57c80SlLftmRBaYzsAZ/vFeegDXwYw1y70VlZGDdtlHW/L9t2WccFqOEcM6ydnl0FU3c2dn5BBCw2BEQgEBBAqYHIQghAAF7CRDn9vqOlUPAlABxbkqK+yBgLwHTOJ/3eIf85IVcCeHAj4l8et/e8rPXcj/befsGWfpv0QSsLVu3yY2Pdgljz6mG8H/fnGNZCQFrz50b5O4p0dZkrzdZeSECCFjsDQhAAAGLPQABhwmY/sHrMCJMh4D1BIhz612IARAoScA0zr9040b5+6ZcdlTf7UQ+N2g7eexXuWynHZsa5KeXRBOLrn+oXX7eXYbYoFabe4LICJWBdX3EJu7BDCwErJJbwIkbELCccDNGQiAeAdODMN7sjIIABJJAgDhPghdYAwSqS4A4ry5fZodAEgiYxnlQwOqjBKxjlIC1widgfUwJWA9GFLBmPNSRl8XlZxKnB9acZZtVCeGW7DR7DlBvRpwc/82ISfARayifAAJW+QyZAQKpJWB6EKYWAIZBwAECxLkDTsZE5wkQ585vAQA4QMA0zr9044cqA0vnSHVdOgPrqEN6S+uqXAnhx/qKPHhZtIbpMx9u92Vx5edgjWhplOvHRxOfyMByYNPGMBEBKwY0hkDAFQKmB6ErPLATAmkkQJyn0avYBIF8AsQ5OwIC6SdgGuen3rRJ/rZxa56AdbQSsFb4Bax+KgPr0mglhDMf7lACVk4E8xMf0bKdErCUKhbhQsCKAMuhWxGwHHI2pkIgKgHTgzDqvNwPAQgkhwBxnhxfsBIIVIsAcV4tsswLgeQQMI3zU2/aqAQsfw+sBjlKlRC2+sSn7fuJPHRptAysGQ9tViWEuZK/fAFL9cAaryaNcN2wvEOWr8wJYnvurEoIp0TL4orwOG61hAACliWOYpkQqAcB04OwHmvjmRCAQGUIEOeV4cgsEEgyAeI8yd5hbRCoDAHTOD/1pg1KwMo9U/fA0hlY/hLC7fs0yEOX9xedBfXXDdvEKzicVqQR+0zVxP2x7ibukhmRE8mGNzfKjAnRxCcErMrsi7TNgoCVNo9iDwQqSMD0IKzgI5kKAhCoMQHivMbAeRwE6kCAOK8DdB4JgRoTMI3zLykB6+8ZAatLlurVKHLY/o3y3G9z2VNNfUQeuXx7Oe76DbLV9zrBH321SZp3VwNCrvweWPk3jGiJkYG1TGVg+coaaeJe4w2V0MchYCXUMSwLAkkgYHoQJmGtrAECEIhHgDiPx41RELCJAHFuk7dYKwTiETCN89P+a5N8sEGLVblG7jrjakNHTqlq6tsgj1zWXwlYG5WAlfv5j77WT5p361VawFJjtjU0dD1B/Y8WJXrdcl60DKw5qoTwUV8J4V7qLYR38RbCeJsjRaMQsFLkTEyBQKUJmB6ElX4u80EAArUjQJzXjjVPgkC9CBDn9SLPcyFQOwKmcd7VA0uvKydM9e/TKBs7co3dm3qrDKxvbi/Hqgwsn34lt36tSfbbLTwDa4Z6C+HPfvVRzmA9fU4jk2mqB9ZhKhPL9ELAMiXl1n0IWG75G2shEImA6UEYaVJuhgAEEkWAOE+UO1gMBKpCgDivClYmhUCiCJjG+WmqhPADXw8sbUS/Pttkc0dObeqnBKxlWsCargQsn5XFSghnPdIhra96Tdfze2DpKaaf0VdG7q8abhleNzzaLsv/NyeI7bFTg9xzYbQ3Ixo+itssIoCAZZGzWCoEak3A9CCs9bp4HgQgUDkCxHnlWDITBJJKgDhPqmdYFwQqR8A0zoNvIdQr6N+7QTZ25qSqfqqkcJlq4h7MwNJlgC3/EJ6BNeuRdiVg+TKwAqbNnNBPhjWbZ2AhYFVub6RpJgSsNHkTWyBQYQKmB2GFH8t0EIBADQkQ5zWEzaMgUCcCxHmdwPNYCNSQgGmc6wysdfrNgqpHlXdpwWqzrwdWP5UotewK1cRdZWDlCgtFblFN3HU/q7CrtIDVVwlY5hlYc5ZtlkdX5RrL77Fzo9wzJVofrRri51E1IoCAVSPQPAYCNhIwPQhttI01QwACXQSIc3YCBNJPgDhPv4+xEAKmcX5qdwmhrz2VKiHMF7D6btcgy6/QGVgfqh5YuTvnqwys/QtkYM18uEMe+5VXQqiyufQ430Pm/Es/+dTHI2RgqSbuy31N3PfYWZUQTqGE0PWdjoDl+g7AfggUIWB6EAIRAhCwlwBxbq/vWDkETAkQ56akuA8C9hIwjfPT/mujeguhv7OV6oHVW/XA6sypTb1VotQKlYF17HQlYPlUqHlKwDqgkIClSggf0yWEOrPL3/m9G+nsM5tktx3UP9Tn29Tn/zQwPJPL88ANCFj2bsYqrhwBq4pwmRoCthMwPQhtt5P1Q8BlAsS5y97HdlcIEOeueBo7XSZgGuenKgHrbx8qAcuXHdVXCVbtvvZVfVQG1qMqA+u4GaqE0FdDOO+8/krA8udu5YjPVG8hfMz/FsKAkNWrsUG2bM0JZ3PO7Cuf2rdwSeF/Lm+XZStzi/oH1cT9xzRxd3mLZ2xHwHJ+CwAAAoUJmB6EMIQABOwlQJzb6ztWDgFTAsS5KSnug4C9BEzj/LSbVAbWxvwMLF0y2P5R7me9VaXfiqnby/HXb5AtvlvnfVUJWLuHC1j5byHs4qiHdt2tBTOVceXLzLrhzH4yZN/CJYX/qTKwluWVENIDy97dWbmVI2BVjiUzQSB1BEwPwtQZjkEQcIgAce6QszHVWQLEubOux3CHCJjGuRaw/rZRS0o5ZUpnXHX4BKztejVI69SQDKxzlYC1R4EMLK+EMCNZeT2w/EJZ98+7fVIyA2uZErBWeT21RPYYoASsyTRxd2hLh5qaWgFr8eLF8rvf/U7GjRsnzc3NrvsZ+yEQi4DpQRhrcgZBAAKJIECcJ8INLAICVSVAnFcVL5NDIBEETON8nCoh/OuHW/PeQqgzrjpzL/yT7dS/W1UG1nHXb5Stvqypuef2kwP3CM+aKvUWQn8+lgZ2g+qJNWTfwn2wbljWLsu1gNXdDH77viIPXbZ9IliziPoRSLSANWbMGGltbZW2tjYZNWpUHqVSAlWxsfXDzZMhYBcB04PQLqtYLQQg4CdAnLMfIJB+AsR5+n2MhRAwjfPTb9okf93oa2yl0G3Xq1E+2pL7mUrAkseuVALWDCVg+fpWzT23SQlY4aJTvoClSwZ1M/fCfpk9sa98er/CPbCuWbpZfvGGT1VTUz1+FQKW6zvdWgGrlEBV6nPXHY/9EDAhYHoQmszFPRCAQDIJEOfJ9AurgkAlCRDnlaTJXBBIJgHTOB/3X5tkne6B5cusUvqVarCes0v/+7Fv6R5YG1UPrJwKdbPKwDqoQAbW7GWdsmJVR3aSTOJUMQFL9cD6dJEeWN9d2iFtb+RKCPXECFjJ3Hu1XBUCVi1p8ywIWEbA9CC0zCyWCwEI+AgQ52wHCKSfAHGefh9jIQRM4/yUGzfK+k35ylKDUpq2acWp+9JvDHzsW7oHVn4G1s3nKAFrz/ASwtnqLYQrMm8hzLVuz/NKfgssmT1BZWA1F87A+vf7N8tzv/FnYG1TAtbHcLTjBBCwHN8AmA+BYgRMD0IoQgAC9hIgzu31HSuHgCkB4tyUFPdBwF4CJnGu+199sMHfvr3LXqVXqV5XOdt19d/PdQlhoAfWD5WAdXAhAUs1XV+helZl5Cs9gZ7Q3+9dZ3Lpn3dfc1QPrE8V6YH13aXtKgNLC2LehYBl7+6s3MoRsCrHkpkgkDoCJgdh6ozGIAg4RoA4d8zhmOskAeLcSbdjtGMETOL8dFU+uHbjFlXal/8mQS04bfOVCmp0ulwvmIH1w7Ob5OC9CvXA2iytr+ZnTOUrWPkOKdUDq0cJoVry40pU43KbAAKW2/7HeggUJWByEIIQAhCwmwBxbrf/WD0ETAgQ5yaUuAcCdhMwifPTVAP3D5SA1UNYClT9eRlYwR5YPzi7nwzaq0AJ4SOqhPBVXwlhIOMqSHf2RNUDa7/wufS9/3F/hzzzG3pg2b0rK796BKzKM2VGCKSGgMlBmBpjMQQCjhIgzh11PGY7RYA4d8rdGOsoAZM4P+2mjZkG7vn5V1rP6m5Q5Ssj1CWEo2duyGvu/v2v9JNP7G0oYGWeUriLeykB67vqLYRtv1Wd5X2ZYa2qsfx24QlgjnrdPbMRsNzzORZDwJiAyUFoPBk3QgACiSRAnCfSLSwKAhUlQJxXFCeTQSCRBEzivCsDy/e6wSKWaAHr+BkfqlZWObkrmoClhbHCGtasCf1kaHPhDKyePbBEln+zv/Tt3UN+S6Q/WFR1CCBgVYcrs0IgFQRMDsJUGIoREHCYAHHusPMx3RkCxLkzrsZQhwmYxPmpKgPr76qJuxaWAu8h7KE0/UxnYAUFrLP7yyf2CheQZi9TJYSriryFMFCmOPtMVUK4bxEB6z7VxP23/ibuIg9fvr307+OwkzFd9W8LdmtLEJQxY8ZIa2urtLW1yahRo/JWVuwzfWOpzxNkJkuBQGIJmByEiV08C4MABIwIEOdGmLgJAlYTIM6tdh+Lh4ARAZM4P1VlYP1dZWCFFvbpMkJ/ud7U/nLCrA3dGVhatNoqu+3QS3pvJ3L7+f2kd698IWuOegvho+othKbXLNUDa2iRHljfUSWEz77hbwov8tNL+suOTWRgmTJO431WCFjlgA8Tv8qZj7EQcImAyUHoEg9shUAaCRDnafQqNkEgnwBxzo6AQPoJmMT5l27cKOs3beshYIW9hXCZKtc7ac5G2RKids2c0FeGNSsly3flBCyvblD32lJvN/TuCZQTlioh/M59m+TZN3UPrNxDfnJRf9nlYwhY6d/NhS1EwHLZ+9gOgRIETA5CIEIAAnYTIM7t9h+rh4AJAeLchBL3QMBuAiZxfsp/bpD1m7uyqXq8iTBg/oOX9hcteG0NFbCalICV3019jiohfFSXEAYyuQpRnal6YA0r0gPr20rAel43cfddi77eJLvvSBd3u3dqeatPtID1wx/+UHbbbTfZa6+9Yls5aNAgGThwYOzxDISAywRMDkKX+WA7BNJAgDhPgxexAQLFCRDn7BAIpJ+ASZx/6cYN8vdNmkWwu3rPbuv3X9xfxv23ErBCer7PUOLT8ID4NOuRzdL6qi75C+/cHmiBJaXeQnjNTzbJL3QGlu+6Z0p/2WNnMrDSv5sLW5hoAcvrYzV+/Hg566yzZOzYsS77CtshUHMCJgdhzRfFAyEAgYoSIM4ripPJIJBIAsR5It3CoiBQUQImcX6yysD6cHNXVZ5OlMqW54VoTku+0V8m/iA8A+v68f1kREt+A/bZSsBaERSwir2FsEQPrGt+slkJWPk9sO64oL/sswsCVkU3jmWTJVrAmjBhgixZsiSLtKWlRc4//3wZN26cNDc3W4aa5ULAPgImB6F9VrFiCEDAT4A4Zz9AIP0EiPP0+xgLIWAS5yffoASsds1KiUANSsbylQd29avK/UBnO501T/XACsnAmnZGXzls/1I9sIr7pFQPrG8rAev5gIB129eaZN/dKCF0ebcnWsDSjlm1apXMnz9fFi9eLOvWrcv6iqwsl7cttteKgMlBWKu18BwIQKA6BIjz6nBlVggkiQBxniRvsBYIVIeASZyfNGeDbOjoLubr0asqv8hv4aQmOfeWTd09sPJTqUIFrEdUD6xXVQ+svMs3LpCNNUNlcQ0PZHH5h15972b55er8DKz55zXJ/v+AgFWdHWTHrIkXsPwYtYj1wAMPkJVlx95ilSkgYHIQpsBMTICA0wSIc6fdj/GOECDOHXE0ZjpNwCTOT7pho2xo786y8gtYGe0qX8BaMKm/nPejrh5Ywf5V147rK585MD8Da7Zq4r5CN3E3vGaqEsJh++WXIfqHLnq+U259siNvtrnnNMmBeyJgGSJO5W1WCVieB9566y352c9+JrNnz5Y1a9ZkHaOzsk455RTRpYdcEIBA+QRMDsLyn8IMEIBAPQkQ5/Wkz7MhUBsCxHltOPMUCNSTgEmcFxSwQha+QGVgnZfNwMqXsL43rp8ccWC++DRneYc8urKzIIKgCFbqLYRdApaeL1fW+P2vNMkn9kbAquc+q/ezrRSw/NDCSgwHDBggkydPlvPOO49eWfXeYTzfagImB6HVBrJ4CEBAiHM2AQTST4A4T7+PsRACJnGeJ2AVeFugR/L285vkaz/aJFt8fbK8z76nMrCOCGRgzVEZWI8GM7B6lCnm/BQnA+vGL/eTT/5T4awtdkH6CVgvYHkuWrt2bSYrK1hi2NbWJqNGjUq/J7EQAlUgYHIQVuGxTAkBCNSQAHFeQ9g8CgJ1IkCc1wk8j4VADQmYxLkWsDaqEsIQTarHSnXD9K/dqntgBXOnRL57Wl858qD8EsIblrfL8pURSggnqBLC5sJi1I9/0SG36RLCzOsSu67ZZ/aTT++LgFXDbZW4R6VGwPLI6vLC++67T2bMmJFp+o6Albg9x4IsImByEFpkDkuFAARCCBDnbAsIpJ8AcZ5+H2MhBEzi/CT1FsKuHlhKFNLClCcO9dSo5FYlYJ1/22bVA6un3PWdU/vKZw8OvoWwU2Vg5fesyvNKIBtrxvi+qol7/hz++3/8i0657an8+UqNYRekn0AqBCwv+2rhwoXS2tqa9dqwYcMyDd+bm5vT70kshEAVCJgchFV4LFNCAAI1JECc1xA2j4JAnQgQ53UCz2MhUEMCJnH+RfUWwo3tXbrVNr+AFbLOjIB1a7eAlUuCytz576f2k88dnJ8JdYPqgbW8SA+s4CNmTmxSTdwL97PqErDye2CFvf2whoh5VAIIWC1gLV++XB555BGZO3duFiX9rxKwq1hCagiYHISpMRZDIOAoAeLcUcdjtlMEiHOn3I2xjhIwifMvqgwsLWBlrlIC1lebZNLtm+UjlYEV0K/kmlP6ylGfyM+eumlFuzz8P4VLCINJXjMmNMnw5lICVn4G1rQz+slh+1NC6OgWz5htnYClm7bfe++9GdFKlwh61+jRo+Xss8/mDYQu72ZsrzgBk4Ow4g9lQghAoKYEiPOa4uZhEKgLAeK8Lth5KARqSsAkzk+as1E2dGzVMkBJAetHWsDSJYTbtqqeWQ15IlbL7o0yYPsGOfeoPnLQnl0i1Pcf65AHXlYZU36lKq9sUMtguXLE6yf0lRHN0UoIrzu9nxx+AAJWTTdWwh5mhYDl9bW65ZZbZM2aNVmELS0tcv7558u4ceMoE0zYxmI56SBgchCmw1KsgIC7BIhzd32P5e4QIM7d8TWWukvAJM7z3kLoF5r0/611KF+7q1vOa5ILFigBa4sWvLTmFczDEpVB1UtmqGbs+vrhz9rl/pfMm7hfP76fjGgpLEbd81yH3P60LiHMXdcqAeszCFjubnK9DVXtq8lLCOoCSZcIfuc735GXX3457/njx4+Xs846S8aOHVuXdfFQCLhCwOQgdIUFdkIgrQSI87R6FrsgkCNAnLMbIJB+AiZx/sXMWwi7M7B8CVH5uVFdrG5RGVgX3KbfQuhjF7hxhBKwru8WsOY/3in3vqBK/kIawnfNkP9BKQErrAfW98b1lSMOLJy1lX4vY2GiBawxY8Zkm7LrbKtvfvObctxxx5Ftxb6FQI0ImByENVoKj4EABKpEgDivElimhUCCCBDnCXIGS4FAlQiYxPkXVAnhpg4tJIWkXAXWNV9lYE2+faMSsPyZV/kilD8D61bVcH3RL3TPqrwawu5/9xSwpqsMrJFFMrC0gHWreguh/+nXjlMZWAdSQlilLWTFtIkXsPQbBM8880wZNWqUFUBZJATSRMDkIEyTvdgCARcJEOcueh2bXSNAnLvmcex1kYBJnH9RCVgbMwJWg5KZAs3ZA9lV889VAtYClYGV0Z7C06p0CaDOpNLXgqc75O7nOjNvN2wIKTcM+uT6M1QPrP2j9cD6nhKwjkDAcnF7Z21OtIBVyDO6J9b777+f9zECl9P7GOOrRMDkIKzSo5kWAhCoEQHivEageQwE6kiAOK8jfB4NgRoRMIlzLWDpJu75Ldm9BeYrWPPO7SdTdA+sIg2HRioBaroSovS1sK1T7mrLf2tgMdP1OD2+0NXVA0v31Mot4D9O6yujDqKEsEZbKpGPsUrAWrx4sdxwww09emJ5ZCdPniyXX345JYaJ3GosykYCJgehjXaxZghAIEeAOGc3QCD9BIjz9PsYCyFgEudfUD2wNrWbtcCepzKwLly4Sbwe7mGEdQmgLgXU113PdsrCZ4ICVlh3ra6ZpikB67CiAlanErDy5/uuErCORMByerNbIWCtXbtWdD+sYDP3Qp5btGiRTJgwwWnHYjwEKkHA5CCsxHOYAwIQqB8B4rx+7HkyBGpFgDivFWmeA4H6ETCJ864eWN1N3Essda4WsHQJYZ7elV9K6M/AuuvZDlmoBadC5YO6DNH32eVf6CsnfLJYBpYWsNrVKnNdsL57Wj8lYNEDq367rP5PTryA5RevBgwYkBGmdE+sQYMGycCBAzMEdUnhiy++KAsXLsw2fUfEqv/mYgX2EzA5CO23Egsg4DYB4txt/2O9GwSIczf8jJVuEzCJ8y/M2aAErC5OfikqrMPVzec0yTfu2KwysHKCV7C/1eEHbCfXnd5VQqgzsBY8016gPLGnby4e01u++Ok+BZ12j+qnFczA+s6pfeWzB1NC6PJOT7yANWXKFJk7d64MGzZMlixZUrI8cP78+XLBBRdkfLpmzZqS97vsfGyHQCkCJgdhqTn4HAIQSDYB4jzZ/mF1EKgEAeK8EhSZAwLJJmAS51kBq4dipbOjGrubtXfZefPZ/eQbd7bLFl1DmM2cyh94uCoBvK67B9adqv/VHZkeWP73BoaUEGbm2iZnHt5bzjuqsIB1t8roWvBMZx50BKxk78FarC7RApbOrGppaRGdefXmm29mM65KgZk1a5ZMnTpVdE+sm2++udTtfA4BCBQgYHIQAg8CELCbAHFut/9YPQRMCBDnJpS4BwJ2EzCJc38GVilruzKwVAmh0q+2adFJlwAGygAPO6CXTDu9qwfWnaqJ+x1t+SV/PZ4REM6+cXxfOWVYeEbV3aqJ+4Kn8wWsf/9SX/ncIDKwSvkuzZ8nWsDysqlmzpwpV1xxhbEfdNnhAQcckLn/r3/9q/E4boQABPIJmByEMIMABOwmQJzb7T9WDwETAsS5CSXugYDdBEzi/MTZH8rmTpVp5XuzX5fVPTOlfni2ErDu7BKwcgWH+fcdtr8SsM7oErB09pXOwhLxz++/v2eh4pRj+8ppIwoJWKokMdAD69+/1E8JWPTAsnunlrf6RAtYut+VLhuMUwrolR6uXLlSBg8eXB4lRkPAUQImB6GjaDAbAqkhQJynxpUYAoGCBIhzNgcE0k/AJM5PnL1BCVhdLML6Xvkp/UAJWBdlBaxwfoerDKzrujOw7lAZWHdmMrAKCFjdPdz9PeEvUALW6UUFrPy3EF6jMrCOIgMr/Zu5iIWJFrD0mwdbW1tVpqLZqz79dnplhG1tbTJq1CinnYzxEIhLwOQgjDs34yAAgWQQIM6T4QdWAYFqEiDOq0mXuSGQDAImce4XsPyr7hKz8rOrvv+VfvJvd23uzsAqLWAtfKYj08g9yvW1o/vIBNULK+y6WzVx12819CsB3z6lrxz9CUoIozBO270IWGnzKPZAoIIETA7CCj6OqSAAgToQIM7rAJ1HQqDGBIjzGgN38HGPv/aR/FdrLltm390a5b/P6iot46oNAZM4H6sysNo7QxqrK/Fqm/qPv/36D77SlBGwtmwtnExyuCohvK67hHCharh+l2q8XvTyeml133T+MX1l/GHhgpSeSwtYuQbyIteoEsKjKCGszYZK6FMSLWCVUwZYTvlhQn3FsiBQcwImB2HNF8UDIQCBihIgziuKk8kgkEgCxHki3ZKqRT3+649k+oO6fKzrOmjPRtFNwLlqR8AkzrWApUsIc0KVzrvypKt8oer7SsC6+K5N3QJW14ig9OUvIezKwPpI3eWfJ1iomD9DsQwsnc2l5/RfZGDVbj8l9UmJFrAWL14sEydOjPw2Qe/thfoNhqtXr04qe9YFgcQTMDkIE28EC4QABIoSIM7ZIBBIPwHiPP0+rreFunm37oHkXTv1b5T7L0bAqqVfTOJ87OyNKgNLr6or26pYox6dQXfJ3ToDq7AVn9i7l/zrqN4yoqWXEpvCMrACAlbgoece1Uf+5TPhJYRhAtbVJ/eVYw6hhLCW+yppz0q0gOW9TXDdunUSpRm7l30V9e2FSXMO64FAvQmYHIT1XiPPhwAEyiNAnJfHj9EQsIEAcW6Dl+xe4x2q1OtO1bPIu3bsL/LTi7e32yjLVm8S5ycqAWtzZ4hsFdLR/b+UgHWpFrC2qMyrRpWnlelLHd76fdBejTJ0v16i+1YVvQLDv/LZ3nLWqD6hQ8IErKuUgPV5BCzLdmZll5toAUub6jVjHzBggDz00ENFG7JrwevCCy/MvLlQZ1+98MILMnDgwMoSYzYIOETA5CB0CAemQiCVBIjzVLoVoyCQR4A4Z0NUm8DCZ9q7y8e6nrRTU4Pcf4lSsbhqRsAkzrt6YPVcUpeu5FOXVKbUMapZ+tOvb5EtGd2q+EvVMgJW83Zyd48eWMXfdaizt87+bCEBS/XAUlld/gsBq2bbKbEPSryApcl5vbD0/z1s2DA5/fTT5dBDD5Udd9wxA/bdd9+VZ555RnTJoc7W0mLXk08+KYMHD04seBYGARsImByENtjBGiEAgcIEiHN2BwTST4A4T7+P621h8A10O6sSwqWUENbULSZxfsKsjdKh21R5xYOeLqWbq4uuFWzMfab/pX68dZvXMUvd7JUABkoBtYD1aZWBdU+pDKwAkX85oo+c+7lCJYQhAtbCP7UqAAAgAElEQVRJKgPrUEoIa7qxEvYwKwQszezqq6+W6dOnl8SnM6+WLl2KeFWSFDdAoDQBk4Ow9CzcAQEIJJkAcZ5k77A2CFSGAHFeGY7MUpjAAlVC6C8f20m1v7r/EkoIa7lnTOJ8rBKw2j/qUq3Ce2Dl/7SxYZsSsHKiVjafKvA2wT13bsz0pvrxL9pVspb/XYZ+Ap5Ilvt84uF95KtHm/fAulIJWMciYNVyWyXuWdYIWJqcbs5+2223ZUoE16xZkwdz/Pjxcsopp4juf8UFAQhUhoDJQViZJzELBCBQLwLEeb3I81wI1I4AcV471q4+iRLC+nveJM5PmLWhOwMrfL3eOwm9TxuVULXV3/uqW98Kil9a4pqgmrHf84sOJYz5BaxgCWH+v884rLdMOqZIDyz1cgB/p/lvfbGvHPfPZGDVf7fVbwVWCVj1w8STIeAmAZOD0E0yWA2B9BAgztPjSyyBQCECxDl7o9oEFj6t3kD3nBIbuq+dVPur+2niXm3sefObxPkJM5WApZqym16ZEsKtunTQL0qp/3ubKjf0/Uz/n2d+pk9GwCr4akN107atW9Ww3FzjRvSWyceGC1jBN1vqNX9LZWAdRwaWqftSeV+iBawxY8ZIa2trWeDb2tqKNn4va3IGQyDlBEwOwpQjwDwIpJ4AcZ56F2MgBIQ4ZxNUmwACVrUJl57fJM67emB1N77SmVWemJRJqco2xMo+rKsHVi5rqivzqmcpoJ5m4uG9VQmhbroeXpyYmTSQkHXq8N5y4XHmAtZUlYF1PBlYpTdDiu9AwEqxczENAuUSMDkIy30G4yEAgfoSIM7ry5+nQ6AWBIjzWlB2+xk0ca+//03iPCNg6Qwsf1lg3tLzFaasgNWgigTz3kSoiwZ10/euS983QfWzWqQErG15KVjFSwhPHtpbLhpdRMB6VglivhcgTv2CErA+SQlh/Xdb/VZgjYCl3z741a9+VQ455JBItAYNGiQDBw6MNIabIQCBLgImByGsIAABuwkQ53b7j9VDwIQAcW5CiXvKIUAT93LoVWasSZyPUSWEnV4JYVBbCllGo1KmtmxRZX9aodL3d2dtBYfqj8erflaLntdlpIWauOsH5I/84qd6y8UnFBKwOuUO3QPLd5GBVZm9YvMsiRawVq1aJffee29e03b9lkHdsP2MM87gTYM27zzWbgUBk4PQCkNYJAQgUJAAcc7mgED6CRDn6fdxvS1EwKq3B8z+H89jVAZWp1dCqJcceJtg0IpGlWiVaYGl/rOtOwNLZ1h1SVQ5oUr3tZqgSggXqbcQRhGwThiynVw+tm8ovDvbegpYV6gMrNFkYNV/s9VxBYkWsPxcli9fLo888ogsXrxY1q1bl/nIy8o67rjjpLm5uY4YeTQE0kmAP3jT6VesgoCfAHHOfoBA+gkQ5+n3cb0tXPh0h2rirvsfdV07bd8o9/9bU72X5dTzTeJ8zEwlYG3x1eRlCHVnRYVkZDU0Krlqa0hGVUD4UvKWjNclhM93aqlLzdk9xt9nK8Qbup+VzqoKu3T2lRax/Nc3lYA1BgHLqX0dNNYaAcu/cE/Mmjt3bvbHWsy67LLLRItZlAw6vacxvoIETA7CCj6OqSAAgToQIM7rAJ1HQqDGBIjzGgN38HELnuqQuzMNvLuuHdVbCH/KWwhruhNM4jyvhLB7dV0ZVeFlf5kMrIyA1SV65Zq463/lhDD984P3bpTX39tSZLaeOI5VbxS8Ur1ZMOzqErA+ynvO5Sf2kRMG964pVx6WLAJWClgewrVr18rPfvYzeeCBBzJlht6lSwxPOeUUxKxk7TVWYyEBk4PQQrNYMgQg4CNAnLMdIJB+AsR5+n1cbwtvVwLWPT4BayclYN2PgFVTt5jEeSYDS9cE5iVhFW6G1UsJWKoFVu7yMq+CmVXq58cf2ksee00JTsEEr+zons85+hPbybdPKSRgdSoBK78H1uUn9lUCFk3ca7qxEvYwqwUsP8tCYtbKlSvplZWwTcdy7CFgchDaYw0rhQAEwggQ5+wLCKSfAHGefh/X28LbVQnhPb4Swp37N8rSiykhrKVfTOJ8tBKwPsorIexWm7apHCov0cqXjNWVgRUmYKkf6jcTdl96yKiDeknbG16HeDPLP3twL/nOqf1Cb75DlQ8iYJlxdOmu1AhY2mlvvfVWJiPr1ltvlZdffjnjx7a2Nhk1apRLPsVWCFSMgMlBWLGHMREEIFAXAsR5XbDzUAjUlABxXlPcTj7sNpWB9WN/BpbSru6/ZHsnWdTLaJM4P37GhvyMqsxic5lRwXLCXurTjN6VFbW6/5GrKszMoP/5mQO3k+d+q0v+Cl2qVFGJXl4zeH3XEQf2ku+NCxewFj6j+qo9m19CeJlq+D5WNX7ncpeA9QKWzry677778kQr7U7vbYWXXnopPbHc3d9YXiYBk4OwzEcwHAIQqDMB4rzODuDxEKgBAeK8BpAdfwQCVv03gEmcHz/jQyVg6cwpr85Pv11wqxKWCvXAalAZWP6aQJ2pFSxB7LL98AN6yfNv5jKwRqsG7U+9/pG0e5pWSKXiZ9SYa08vImA9p0sSc8+/9IQ+cuKn6IFV/91WvxVYKWAVKhccMGCATJgwQb7whS/I2LFj60eVJ0MgJQRMDsKUmIoZEHCWAHHurOsx3CECxLlDzq6Tqbc/1a56YOWyb3ZWbyFcylsIa+oNkzg/XpUQbunxFkLfMgOZVY3SKFtFi1K6zbsWu7rFJC1i+Ru/KwHssJZG+eXqnIA17Yx+MvPhdvn7poJNsWRky3YyfXx4D6yuDKz8txBeqjKwTiQDq6b7KmkPs0bAQrRK2tZhPS4QMDkIXeCAjRBIMwHiPM3exTYIdBEgztkJ1SZw25OqhPD5nNiwEyWE1UbeY36TOD/u+g+VIKVUKr+mlNGi1P/INGjPnzarZ3U3bS/4xkI1bnhLL3nprZyANWNCP5n+YHEBa+h+vWTWxEIZWJ1KwMpv4n7JCX3lC5+ihLDmmytBD0y0gFVItNL89JsGzzrrLDKtErSZWEr6CJgchOmzGosg4BYB4twtf2OtmwSIczf9XkurEbBqSTv8WSZxftyMjXklgd5LBQutvlEpWLkKwmDjKy145RQvLUa98nZOwJqpBKxpD25WGVhdswdGZ3425OO95IZ/KdbEXYuiuWdcokoIv0AJYf03Wx1XkGgBa8yYMdLa2prFo0WrU045RY477jj6WtVx0/BodwiYHITu0MBSCKSTAHGeTr9iFQT8BIhz9kO1CQR7YO3Y1CA/vaR/tR/L/D4CJnF+3PUb8gWpbElgOMpGJTttzQpI+WWDwWysT/5TL3n1dzkBa/aZ/eS6B9rlbxtz/ba6npITpP75H3vJTf9arIl7fgkhGVhseWsErGHDhsUSrWbOnCmDBw/G0xCAQAwCJgdhjGkZAgEIJIgAcZ4gZ7AUCFSJAHFeJbBMmyVw21Od6i2EuXKvHVUJ4U95C2FNd4hJnB+rBKxt27xcKP2/t6r/hjdwz2pN2Y+9cSHd2NXNn9i7Uf7Pe3q+rktnVn3vfiVg+XpgZfpo+USs/XZrlFu/pjZLyBXWA+viMX3li5+mhLCmGythD7NGwIrLra2tTUaNGhV3OOMg4DQBk4PQaUAYD4EUECDOU+BETIBACQLEOVuk2gRufaJDFv0yly2zo0q++unF21f7sczvI2AS58devzHXiD2PnpaV1NsJMxqVrxFWd++r7K3Bf/vmOHDPBvntH3Jjb/xyk/zH/Zvlg2wGlro5pI7w6lP6yTGf6NXDlwuf6dkD69/G9JGTPs1bCF3e+IkWsBYvXiy/+93vyvLPuHHjpLm5uaw5GAwBVwmYHISussFuCKSFAHGeFk9iBwQKEyDO2R3VJhDsgUUJYbWJ95zfJM6PUwJWpiRQ60x5YpRu4q4ELL94lXmEL1tLJ1c1Fn6j4P7/0EtW/79cCaEuDfzu0vY8ASusD9bVJ/eVYw7pmVUVJmBdNLqPnDwUAav2uys5T0y0gJUcTKwEAm4SMDkI3SSD1RBIDwHiPD2+xBIIFCJAnLM3qk3g1ic7ZdHzuRLCnVQPrPvpgVVt7Hnzm8T5sdM/VNqVr2QwvBrQN6+/3LBbvApTodSIfXdtkHf+khO4vv+VJvn2TzbnemAVyN666uR+8vlDemZgLXi6Q+56rkOtNrfefxvdV04aSglhTTdWwh6GgJUwh7AcCCSJgMlBmKT1shYIQCA6AeI8OjNGQMA2AsS5bR6zb70/UiWEi30lhAhYtfehSZwXLiHsWm9PPSv/J5keVttUKpZ+fWHg+sddGuX3f831wPrB2f2UgKUysDZ0iVreiGAO19VKwDqmgIB193P5TdzJwKr9vkraExGwkuYR1gOBBBEwOQgTtFyWAgEIxCBAnMeAxhAIWEaAOLfMYRYu90dPKgHr+ZzYgIBVeyeaxPnnp28osbBuwUpnSzVqyUmXFWpRSpcdqn/n6Vb54tZeAxrk/XU5eWruOU1y5b2qB1a3gFXowVee1FeOPbRnVpXOwAoKWN84vo+cMowSwtrvruQ8EQErOb5gJRBIHAGTgzBxi2ZBEIBAJALEeSRc3AwBKwkQ51a6zapF/+iJTpWB5Ssh7K9KCC9Wndy5akagVJxrTerY6z/MClEZ+UlnUqkPuqSosBypYm8ezBew9tipUf74t1wG1rxzm+RbiwNN3ENoXHVSH/n8oTlR6r11WzNrue/Fj+TBV3J7Sg/9uhKwvoSAVbM9lcQHIWAl0SusCQIJIVDqIEzIMlkGBCBQBgHivAx4DIWAJQSIc0scZfEyb3m8Q5a84MvAQsCquTdLxbmWm471Z2BltKtMUWBGvuq6ggV+YQ2vwptg7b5jg/zp77nxt3y1SaYu2izrVAZWgbZZmSd+XjVwv0o1ctfXol90yK1P+csG80Wyrx/fVwlY9MCq+eZK0AMRsBLkDJYCgaQRKHUQJm29rAcCEIhOgDiPzowRELCNAHFum8fsW2+PEkIErJo7sVScd2VgGZYQhq4+pKG7775dlYD1F5+AdasSsL7ZLWCVgvGvR/SWsz/XR70IoFNuVeWoha4Lj+sjpw6nhLAUzzR/joCVZu9iGwTKJFDqICxzeoZDAAIJIECcJ8AJLAECVSZAnFcZMNMLAlb9N0GpON+qBKzjeghYxXKjlE15FYRdpYb+YkO/1QN3aJS163MlhLef3ySX/7hd/vqh9zP/s/Izq/5FCVg7qjdX/u87W+WXqz9CwKr/dkrsChCwEusaFgaB+hModRDWf4WsAAIQKJcAcV4uQcZDIPkEiPPk+8j2Fd6i3kK4xP8WQjKwau7SUnG+RelIx89QGVg6FSvT+0prUcHywcDbBUvoW34jd9m+Qf7qa9i+YFKTXHbPZiVgeWWFvskC8w7au5e8/t6W7nWF3N/9oCnH9pHTRpCBVfPNlaAHWi9grVq1StavX59BOmrUqAShZSkQsJ9AqYPQfguxAAIQIM7ZAxBIPwHiPP0+rreFt6iyryW8hbCubigV5x8pAWu0FrCyl0+86m7mHvpZ9w91w/dtWvwKG69+trMSsPxvHLzzgv5y8V2bMqKW/k+uSXxPTAft2Uve+IMSsPK6ZfVUzyYrAWscAlZd91m9H26lgPXWW2/JnDlzZPHixbJu3bo8hsOGDZPLLrtMJkyYUG+2PB8C1hModRBabyAGQAACQpyzCSCQfgLEefp9XG8LycCqtwek5HneuWWbjJm50bdQJRBpjUjXFvrbW2XuyC/xyxeWvCnyBab+fRtkY3tO4LprcpMSsDbL2kwGVte9OSErf/6D9mxUApYuNcyfMyhhXfD5PnL6SDKw6r/b6rcC6wQsnXF19NFH9xCugggnT54sN998c/3I8mQIpIAAf/CmwImYAIESBIhztggE0k+AOE+/j+tt4S1PdKoSwlzz7R37i/z04u3rvSynnl8qzjs/UgLWLCVgeSWEHp1tSjhqaOyWrArXDAYlrSDcXmqo0siy1z0X9peL7tjULWD5786oZt1iVdfPD9pDCVh/zPXPKuQ4BCyntnSosVYJWGvXrpWRI0fKmjVrZPTo0XLRRRfJ2LFjs4bpzKz77rtPZsyYkRG45s2bJ5MmTcLLEIBATAKlDsKY0zIMAhBIEAHiPEHOYCkQqBIB4rxKYJk2S+CWJ5WA9XxOwNrJgh5Ytz/dmcn30dVzn9i7UUa09LLao6XivFNV6I2ZuSGQ46RN7pamdCZWY6AHVpaI+mxbY3fPrK4fBqsOg9LXoq/3lwsXqhLCbA8s70mqmFD13vJXIx64Ry/57R+DJYT6Id3L617HpGP6yBmHkYFl9UYtc/FWCVi6ZHDixIkyfvz4TPlgoUtnaQ0ZMkRaWlpk9erVZSJiOATcJVDqIHSXDJZDID0EiPP0+BJLIFCIAHHO3qg2gfmqifu9FjVxf/B/OuW/V+QEt/59GuThy1XamMVXqTjvUC/3O2GWvweWZ2yuxK9LMeq+8lKuQvKvAgpWUNBa8o3+MkUJWGvXe03jCzdnb969Ud76U34GVs+eWyLnKwFrPAKWxbu0/KVbJWDpvlZLliyRlStXyuDBg4taH+Xe8jEyAwTSSaDUQZhOq7EKAm4RIM7d8jfWukmAOHfT77W0er4qIbzXV0K4U5PI/Zckt4TwgVc65futOQFreyVgPZRyAatdCVhjewhYvnK+TGmh3jXdIlaeZuUJW4WbuOvkLZ3E5V33XtRfJt8eVkKo78gXxPbbtVHe/kvpEkIErFpGdTKfZZWANWbMGGltbQ28/SAc7KxZs2Tq1KnS1tbG2wmTufdYlQUE+IPXAiexRAiUSYA4LxMgwyFgAQHi3AInWb5E2zKwHnjlIyVgtWepb9+3UR66TKluFl+l4ry9UwlYs3UGViCbqvuf2QbrOpUqozH5xSpP2NI/C++GFczAWnpxfzn/1m4Bq0Q21z67NMi7f/U/L7wX19eO7iMTDqeE0OJtWvbSrRSwdA+s5ubmosZPmTJF5s6di4BV9hZhApcJlDoIXWaD7RBICwHiPC2exA4IFCZAnLM7qk1g3uMd8pMXlELSfSW9B9b9L34kP/y5T8DqpzKwLk13CeHmzm1y4mz/Wwg9b/nEIn8LrNJ6Ut626r1dg+hG8d51vxawbtskf9ElhHmXV1KY++H/Z+874KOouvZPkk2XJlbABqJiAxUUEV8bkBABRTooIChdqhTBjpRQpQVCkSIiodeQEDooiKjEhgVQsRdABJJs6nvO7E7mzuxudrMlM7M55//7f98nmXLvc+/dufPMc55T/dJQ+PVMoVCl0Hndw+eQwOrEBFagl7Ohr28qAis5ORn69OkDiYmJMGLECJfAktl77dq1pb+fOXPG0APAjWMEjIwAb3iNPDrcNkbAPwjwOvcPjnwVRsDICPA6N/LoBEfb5iIZtAZJITkqophpvYFTCMsjgZWdWwQtpmgJrBCIDC8CUmdp6SytzopSBMd1iILZqFz79aw93bCYmwqBsJBCrEKoMGAbh8ZCzwVZTggsmTCTTw6FKBRVEcFmU3ehWXyxyktNfvV8OAI6N2IFVnD8anjXC1MRWFRlsH79+lKFQSKxevbsCVWrVlX1/MCBAzBkyBA4cuQI9O3bF5KSkrxDhs9iBBgB4A0vTwJGIPgR4HUe/GPMPWQEeJ3zHAg0AvN2WlGBJRJYIUhgGVfRtAbbOhfbLEdsOVBgZSGB1VIisARqCrmkhLoWSD1KYyf8u+SHpa5ISP+546VYeG5BNvzwt3u/qk3DYpDAyoG//6Nj1feEQvy3ECKqSqLNHFMVmcAK9Eo2/vVNRWARnHIlQhnauLi4YpSp4iClF1IQ0ZWWluZAcBl/SLiFjIBxEOANr3HGglvCCAQKAV7ngUKWr8sIGAcBXufGGYtgbYnZUghXY8XEeVg5sXwRWIAElmMVwhEtI2DSZsTCTloVoYl7iEQ4qUMmsHotyoETfxY4mcpqwmnLi7HwbHIW/C2lEIqeVs79raQLOiHOxBv1eCgCujzACqxg/R3xpF+mI7CoU6mpqTBw4MBiskrbUVJejR07lskrT2YAH8MIlIAAb3h5ejACwY8Ar/PgH2PuISPA65znQKARcEghREXTegN7Sq06lA/Ju8qZAgu723IaElgabmpm1yioHBMqKdIOfi8TU3iQxDspKqxQzCHMGGXztTrxp6zAEkkrNTGVOjwWus2TCSxhBkpZgnhsEV1DrfLCOob0RzuRJacSKuc+iwTW00xgBXo5G/r6piSwZEQzMzPh2LFjcOrUKemfGjVqBHXq1CkmrijlsFKlSkxkGXoKcuOMjABveI08Otw2RsA/CPA69w+OfBVGwMgI8Do38ugER9vm7shFDyzFSKlitLFTCFMO5sH83eVLgXURCaxWU+UUQmXezeoWDbdWD4VxG62w6ytbGqhUkZD8rAR+KRT5pIxRsfD8wiw4+ZfMgjmvSEjXSBsZC13nZsNfUgqhNoprHjpdALarOiq1uv8vAp5pzAqs4PjV8K4XpiKw4uPjIT09HZWFjpJGbfcnTZoEI0eO5CqE3s0LPosRkBDgDS9PBEYg+BHgdR78Y8w9ZAR4nfMcCDQCczKssO5jxQOrEhJY6wzsgfX+h3mwcE/5IrAu5BTBE9OyRDcqaVrMRgKrDhJY4zfmwI4v8+2iK60yyiaaykAPrN6owDperMByPbPSkex6OgkVWP+5f3fXXsVVkiETWIFeyca/ftASWGPGjIHx48czgWX8OcgtNDACvOE18OBw0xgBPyHA69xPQPJlGAEDI8Dr3MCDEyRN0xJYRldgrfggFxbtVRRjl0SFwsahWDrRxOFunZ9HAutJJLDUflQAs7pFoQIrDCZsyoUdXyEmEt/kSCHJBJY6hdA1YGT43mmOcwIr0gJgpWxFDbcl3bU4ddExxbDbgxHQ9UFWYJl4mvrcdEMTWGTYvmTJkuJOHj58WKpAKBq3O0Pg9OnTUhVCCjJ1r1mzps9A8QUYgfKIgLsHYXnEhPvMCAQbArzOg21EuT+MgCMCvM55VgQagSRMIVxrohTC5UhgLRYIrJjIENiMVfPMHO7W+flsJLCmZzuwRrO7owKrGiqwkMDa+aVC6qkqB+JZYchgbUcPLIpD39vUdju+LIDdxxTlnYjfztFIYM12nkJYOSYE/s0S2CvRvF1l5K5OUeyKBFY3JrDMPE19bruhCSwiomrXri2RVt4EmbknJSV5c6qu55B3V0ZGBpw7d07y8GrYsCHUrVvXqzZRKmVJQb5hjRs3dnqIP9vhVeP5JN0RcPcg1L2B3ABGgBHwGQFe5z5DyBdgBAyPAK9zww+R6RuYtCMPCSwlJa8iipnWD4k1bL+WHciFpfsUsiYWCaxNQU5g/YcEVuvppMBSxxwksG6RCCwrElhIRkkyKEcFVhh6YG3HtEAxlu1HHPeTaguJJieG751mZ6EHFtU1VIutrq4cBr//66ySIR0oXktNYD3TOAK6/48VWIZdWGXQMEMTWNR/Mmo/f/68BMWQIUMkZdX+/fvdQlOtWjVTKq/k1EdtBzt06ABz5swplSE9YVevXr0SsUpMTIQRI0Y4HOPPdrgdLD7AsAjwhtewQ8MNYwT8hgCvc79ByRdiBAyLAK9zww5N0DRsznb0wDqiKHEqosJm/WDjKpqWIvGyjIgXe0RHhMCWF43bXk8mirt1fg4VT23eJg8sNZ00p3sUElhhMBFN3DPsJu7O7ueMwFr+QR4q2RTiUj7PgmQXeWB1npMNf55zNHGvdUUYnPgb/73Y29reJiLBVH7XTGB5Mvbl6RjDE1jiYBCpQgszLS0tKMdINp6vUqUKjBo1Sqqq+Msvv0C/fv0kFRqRWJRW6WnQsZ06dYL69etDu3btnJ7mTIHl73Z42l4+zngIuHsQGq/F3CJGgBEoLQK8zkuLGB/PCJgPAV7n5hszs7V4TkYumribpwrhkn258O4Bpb0xSGBtDnYCCxVYTzlJIUx6NhpuvjoUJm7KgQxMCXQVzgisFWiGv0gyw1cTTeFhtiqEndED689z9Df13+sgYfb1bwVikUMXt1Wf9zQqsJ5lBZbZfh782l5TEVh+7bnBLkbperVq1ZJaRQozMa2P/kYkFJFY2r+V1A0ivubOnQvz5s2D3r17e9TjQLTDoxvzQYZEgDe8hhwWbhQj4FcEeJ37FU6+GCNgSAR4nRtyWIKqUWYjsIh0IfJFjugIQAWWcVMePZks7tY5eU7ZFFi2LEE55iKBdRMRWJtzIeMLu4m77KYupAVawkIgfaRapbbyYB4s2O2owIrELL/U4QqBFYJ3LBIc22+tHoIEFrZEW6CwOH1QbqW6tV0eiIAeD3EKoSfzIViPYQLLICObnJwMffr0camyklP6SuPr1aBBAynl8ujRox57aAWiHQaBmJvhBQLuHoReXJJPYQQYAYMhwOvcYAPCzWEEAoAAr/MAgMqXVCFgNgKLSBciX8ojgaWtMJj0bBQqsDCFcHMeZHyOZJTIbgmjLKcFigO/6qM8SN7pSGDJhGCXpGz441/HFMLbrwmDL07lo22WfDORqCKyqxCbgf8bCS3lGAAmsPiHhwksg8yB+Ph4SE9PB1eeVAcOHIAHH3wQKL3wzJkzHrWaFjsdv3v3bjh27BicOnVKOu/222+HhIQEp9cIRDs8aiwfZEgEeMNryGHhRjECfkWA17lf4eSLMQKGRIDXuSGHJagaZTYCa/6uXEg5pBBYUSjq2YqKITOHu3V+9mIRtJ3haOI+twcqsK4KhQmbc7CqoN2XytHDHZwRWDO25cKmz8TKhTYEZVP8LklZSGBpZVYAj95mgXDyyfrCWQVDujmRXnIjFEatc6MI6PkwK7DMPE99bTsTWL4i6Kfzb7zxRjhx4oTLFEGqyHjZZZdJdyMm2l3IhJer4yhdce3atQ7KLH+3w107+e/GRsDdg9DYrefWMQKMgCcI8Dr3BCU+hhEwNwK8zj4S1REAACAASURBVM09fmZo/ex0K6z/RCEjKmAVwg0GrkI4D1VDq1E9JEd0OJq4Dw9uE/czF4qg3UxHAmseEli1kcBKxCqE26kKoT2Nj1L+SAUlRzimEKZpUghnbc+FDUccCaxLogA2Do2FrvOy4dczSEZpCLHHkMC6rUYYzMR5Yws8IIRSCjUHaqobdkIC6zkmsMzwkxCwNgY1gUV+ThQ1a9YMGID+urAsjSzJ48qTY+T2yEbs9N+UdtiiRQuoWLGiZAo/depUKbVQVmfVrVu3uBue3MOTY/yFC19HXwR4w6sv/nx3RqAsEOB1XhYo8z0YAX0R4HWuL/7l4e6OBFYIEljGJYSSduTC2sMK8RKJBFZqkBNYp5HAaj/zoo0sEiK5ZzTceCUSWKjAyviioNiWSuuVJRuzi+cmZeTB2iOYQqjRV1TCKpTrsArls/Oz4dQ/jimEze6wQN1rQ2HyVsf0Q9v1ZSJL3YqO90fA84+wAqs8/Ka46qOhCSwyISfzcZFg8XSwUlNT4emnn4ZNmzapDNE9Pb+sj/OEFPLkGLndRN4dPnxYIq2cpQt27NgRUlJSJHP4jz/+mAmssh5wk9yPN7wmGShuJiPgAwK8zn0Aj09lBEyCAK9zkwyUiZupVeJUiglFAgNlWAaNORlWrJqoKMYiLUhgjTAu4eYJjO7W+enzhUhgZQNg6p5IOCWjAutGUmBtRgWW05Q+290tWFkwHSsLipG03YoEFlYulE3f7X+sjATWWiSwnluYDT/8RWmJdoWV/e/xdcOh/g2h8NYGWYFl/0PxdWwkm9YDq0PDcOj1KDruc5RbBAxNYMl+TKWpokepdq+88opUfY+iNFX79JwFnpBTnhzjaR/EaoOiybsn9/DkmJLaIf+4etpWPo4RYAQYAUaAEWAEGAFGgBFgBIyLwPpjV8LBU1WKGxhjyYfXHztu2AZvOHYFfHjq0uL2WUILYXzT7wzbXn807D+rBd7ac6PDpQY3+hGqVciBVV9WgyO/VrT/3dEEKyy0CCY0/VZ1/tbvroC9J3HchWqFdEDFyHx4+eHj8PbB6+G3/zCfUBMNqv8L9a4+DwuOXGP/i01pJf1P+h+heH8ntjkPXX8GHr/5L3/AwdfwAIF77rnHg6PK9hBDE1hyRTyCpEOHDjBnzhyoWrWqS4QyMzOhTZs2kpcURVxcHLz33nslnlO2cLu+myekkCfHlKY/l156KZw9exa2bt1arNLy5B6eHFNSO5jAKs0o8bGMACPACDACjAAjwAgwAoyAsRFYj4TQQYEQirEUIIH1vWEbve7rK+HQzwrhZkFyZryGnDFs471s2LkcC4zb64zA+gEJLCsSWFfbCSw7eSWxSUq6ISmwxjf5RnX3tO8uh10/EBGoTkusFJUPYx46DjMPXQ+/nHMksBpecw7uq3EWZiLBJausCslzS1Jque7g/5DAasEElpczoPSnMYFVesyAzMhbtWolES2ujMfpsiLZRf9dGtWWF83y+ykNGjSQfKlcKcZKa+LuSQOdKdz0aIcnbeVj9EHAnRRZn1bxXRkBRsCfCPA69yeafC1GwJgI8Do35rgEU6tmpufAxk8wlcwesREhMKNbFNxwOeWrGS+mbcuBrZ8p7XVWYc94rS65Re7W+d/ni6DjLPTAIlJK8Kyajx5YtdADazKmEKaVkELozANr6b5cWHbA0cT9iooh8P6AGBiwNBuO/erogdXq7nBoebcFnscUQ2dRrP/SCMHa3hsOfZtwCqHZ5qY/22toBZbcUUp3IwUWETwUIjlFxE6XLl0gPT1d+ht5Oi1cuNAr3yx/Alvaa8meVK6IN7mqIBmvnzlzxu3lycT9xx9/LNFDzJmSyt/tcNtQPsDQCLh7EBq68dw4RoAR8AgBXucewcQHMQKmRoDXuamHzxSNn5meiwSWmshY8Fw01LzCmATW1FQrpB5VPLCc+TuZAnihke7W+d//IYE127EKoTxOU7ZaYRthIqmuHKveOyOwln+QD4v3khG7+vhY5Jg2vRgLg97Nhi9/piqE6pTAJ+6xAJFYPRdkSwos+rut4iFVIsT/Rf9nMdGmXLvtvRYksCLNNjTcXj8iYAoCS+7vmDFjYPz48dJ/EqHVtWtXyaid1FkUo0ePhnHjxvkRnrK7lKwgo36tXLnS4cZy36miYFJSktuGyUoqV5jIhBhd6J9//ilOs/R3O9w2lA8wNALuHoSGbjw3jhFgBDxCgNe5RzDxQYyAqRHgdW7q4TNF49UElo2BmI8EVi2DEliTt+RA2ueKAisMPZe2jwpuE/f0z/Nh0hY0TdeUF1z4fLSklJuMf0vLLCWBheqrxXut6NFuo5/ksISFoOF7DAxdng2fn6LkQPVNn2oQjgSWBbonowLLzm3ZqE70wRIN4TXEV5sGFujXlAksU/woBKiRpiKwCAO5uqBMWtG/UWrhkiVLTFFt0NU4iqbq2jRC+hspy6jPnprSkwJr5MiRQIqt77//XuUDRqo1Sh8kRZuW4PJ3OwI0b/myZYQAb3jLCGi+DSOgIwK8znUEn2/NCJQRArzOywjocnybmdtRgXVErcCa0TUabq9hTAXWxE05kPGlQmCFIoGVEeQE1pvrcmDvN9RnNZm08PkYJLBCYPLWXCSw7GOoqQZIUzsCKzVu01Rq/O6PQuj7DqUBqlVbYeiXtR0rFo54Pwc+/aHAQc9FqYCkwnpmrv1cdG4n83ZKNlT7t6uv+xQSWP2ZwCrHvzRk8i9p9swTRLAQ6ZKSklLcaLP5XblCWySdRo0aBY0aNYJffvkF+vXrJ5FXrtRZpNg6deqUdHzjxo2ly4skFZFYpNqqUaOGdL2XX35ZMronUiwtLc3B5N7bdphnFnFLPUWAN7yeIsXHMQLmRYDXuXnHjlvOCHiKAK9zT5Hi47xFYAamEG76FMkP4c3y7Wei4Y5rjEpgWZHAUlIIQ5A12RHkBNbY9VbYQwSW5vW/WIG1FVVpmQqpp50LERZAAivWYYrEJ16AvAK187rsKTZyZQ4cQQJLy2C1u48IrHB4JikbSSskr+iq9lRCMd2QLG9EuqJ1fQsMaMYKLG/XaTCcZyoCS1RfESnTrFmzYiLLTBUHS5o4YpqkeFxJVRhlM/bExEQYMWJE8WlafzDxeu7w8qYdwbAguA9qBHjDyzOCEQh+BHidB/8Ycw8ZAV7nPAcCjcCMdCt6YOWr0shmIIF1u0EJrDfWWWHfNwKBhQzKjpccyZlA4+bP67tb529uyIW9Xzsari/CFMLrMYVQ7Qvm6IPlisBKmJwFVumyCnspE1ijUnLg4xOOpFiH+20EVufZjqbyDjmOAkit64cjgcUm7v6cN2a7likILCJi+vfvX0xWiUbtWlJr+fLlkJCQYLZxULWXVGYZGRlw7tw5qFSpEjRs2LBEU3pnCizxgpmZmXDo0CGPryefW9p2mBp0brxTBNw9CBk2RoARMD8CvM7NP4bcA0bAHQK8zt0hxH/3FYEZaVZUYCmEEF3PyAqsUSlWJFbU7d0xOlZFwPmKSVmf726dSwqsY+o+Uxvf6RUN110WCtO2WbEyo90Dy0mSlisCq8WUi5Cdq05LlFMIRyOB9ZGEs1qhFXeHBbo9FIEEFprKSz5XmDwo8V9k6K6o9shZy+afZQtKOxwYxwqssp5bRrqf4QksMhvv3r27lPJGQemDQ4cOVaW9aasUOjvGSKBzWxgBsyDg7kFoln5wOxkBRsA1ArzOeXYwAsGPAK/z4B9jvXs4I41SCImoUMiG6U9HwZ3XohmSAWPQMqyO9ws5LimRgQos8l8ya7hb52PX5yKB5ajAkgkstRE/AUH4KIBEogdWqsYDi7BqOS0bsnJo3B0VWGNW5cCh444KrOZ10f+qMSqw5pAHlhjy/eRrqYmxlli5cHA8K7DMOkf90W5DE1hyRTzqKKUMulNXiWlvokrLH0DxNRiB8oiAuwdhecSE+8wIBBsCvM6DbUS5P4yAIwK8znlWBBqB6dtyYMtnaqLCyAqsAUty4Nhv6vamj4oFSn0za7hb57YUQjXJSH1djAqsa1GBNScjB9Z9LGPimEIYiR5YqU48sJ6YlgUXcuhKAoGFvGU6mri/sjoHPvxOrmyoINu8bji8+HgEdEIF1l//2c5zvKPjSDxezwJDE1iBZdY56o92G5rAkr2d3Pk1iUBoUwp3795dYvqdP0DkazACwYqAuwdhsPab+8UIlCcEeJ2Xp9HmvpZXBHidl9eRL7t+v40KrM2f5tppCNt9p3WJhrrXGZMR6rc4G779Xa3ASkPCJdyYgjGPBtLdOn8dfb/2C75f8kUX90YCq2oozNuVC6sPOSq05ONcEVhPTkcCK1tM9AMIw2HfjoTga2utcOBbuqZa2pZQLxyGJUTA8wuz4eRf6nFQdVY2drf/Y3M870U8j6P8ImB4Aqt169bQu3fvUo2QmFK4f//+4sp8pboIH8wIMALg7kHIEDECjID5EeB1bv4x5B4wAu4Q4HXuDiH+u68IvJ2WZyewlCtN7RIF9a4zJiPkjMAidRGRNGYNd+v8TUwh3EsphBpSaEmfGLjm0hBYtCcPVnyIJKT970RJkQeVHFHhIbB1eIwDPK1RgfVfjjrd0IK5mOlY1VExy1frq5rXDUMFVhT0ficbjv+hTj8sCf+4Oy0wogUrsMw6R/3RbkMTWGTeXrVqVa/7SSmFzZs3ZwLLawT5xPKOgLsHYXnHh/vPCAQDArzOg2EUuQ+MQMkI8DrnGRJoBKanWjGFEMkRMuS2x9Sno6HetcZUYPVB4uT7P9TKn63DYyEqPNBIBe767ta5tvKi3JIlqMC6BhVYi/flwvIDogJL7T8ViQRWqhMCqw0qsP7NVhNYj6NSaigqpd5E4/i9Tozj4zGFcDimEPbFcfhOHgcNsWZrn7oNt1yNqY7PRgcORL6y4REwNIFlePS4gYxAkCPg7kEY5N3n7jEC5QIBXuflYpi5k+UcAV7n5XwClEH3396GKYREYAkxtTMqsK43pgKr9yJU/vxJfk8K4bb5xViIMXF2mrt1/gaSSfuOUZ8VryoarqV9oqHGpaGwbL8Vlu6XqxSqiSM6LhLJvVQk+bTRZgYSWBfV15S9qsZuwMqHku+WOuLRxH3445HQf0k2fPObTCS6cMHSNKVO9VCY3Y1JrDJY1oa8haEJrMzMTDh//rxPwNWpU8cnFZdPN+eTGQGTI+DuQWjy7nHzGQFGABHgdc7TgBEIfgR4nQf/GOvdQ4nAOkrpaUpLJneKhLtvMGZOno3AUiuwNg2LhVgTZ6e5W+evrc1FPyryKaNQiLtlmEJYHVMI3/8wHxbusdr/7jmB1Q4JrDMaAisBzdaHodn6OCSwdhGBpeGm4u7AVMCWkTBwaQ589avNOL4IFVghkoJPvLcjqXVbjTCY2TWqxCk/GqsfijG+fcnH671++P6eI2BoAks2cfe8O45HsgeWL+jxueUdAXcPwvKOD/efEQgGBHidB8Moch8YgZIR4HXOMyTQCFAK4daj+Sptz6TO0XDP9cZMIXRmHr5haAxUiFKbjQcaN39e3906JxP3fd/kQSiySaJeSlZgrUQD9wVo5C6RSZL/FYV7D6z2M7Ph9AU1GdjirnAY0jwCxm+0ws6vaF4Uqe47GdV5d6M6b8jybPj8lO1creeWK2zqVAuB2d0dvbjk4ykTsemEi6o+ZrwUC2jLxREECDCBFQSDyF1gBAKFgLsHYaDuy9dlBBiBskOA13nZYc13YgT0QoDXuV7Il5/7TrMTWGKPEztGQf2axkwhfA6r3/2gqX63fkgMVIw2L8vhbp3bKgI6pvMt6xsN1auEwuqPcmHeTnsaqORH5RmB9fjkLMjJ06YQ2jywEjdbYfsX6nvGRIbC5mG2FMBhy3Pg6Cm7AstOl4maKzKRLypCgkvwVrulGvpgdXedQkgtaTL+omrxMYEVPL9FhiawUlNT4ZZbboGaNWsGD+LcE0bARAi4exCaqCvcVEaAEXCBAK9znhqMQPAjwOs8+MdY7x46I7AmIoHVwKAEVs/5WfDjP2rSZe3gGKgcE8wEVg4SWLIHltJP2cR9wyf5MCvddQohGdyT0b02Rq3MgY9PkopKwTOhXhimEEbBpC1WSP+cSDHlftdWDYHFvW0KquErsuHTHxX1FqmwwsNCoBD/ie7X6KYw2PGljeCS45arw9DI3XVKIHFvTVCBJcb2UbEQZkwxoN5L13T3NzSBJacQdujQAbp27QoJCQmmA5gbzAiYGQHe8Jp59LjtjIBnCPA69wwnPooRMDMCvM7NPHrmaPs09MDaqjFxNzKB1WN+Nvz0jzrtbc2gGKgSG7wE1qtrcuCD79RkEM2ud56PhusuD4VNn+bDjDQbgeXMTt0VgTVmtRUOfa9WWckphFO2WmFbpprAanq7BUa1spmNvbTSCodPKudGR4TAlheV9MAPvy+AV9Zgm4iVssfNWIkwqYRKhER+NZ2oJrDSkcCyMIFljh8TN600NIHVsWNHSElJKe5CrVq1oFevXtC2bVtWZQXF9ONOGB0B3vAafYS4fYyA7wjwOvcdQ74CI2B0BHidG32EzN++aUhUbM1UkxjjO0TBfbWMmUJoI7CIFFGIkVUDo6HqJeZlOdyt81eQwPpQIrDU9NT856Kh1hWhkocZKelchZZcko9zRozJBNZUvF4qmfujA5aMNZFPREJRjEGz9UPHFVLtEvQg24heZHIQMUYEmRg3oQJrbgkKrILCImg2MUt1TvpIJLCMORXNv/jLuAeGJrAIC6pEmJycDCtXroSzZ88Ww8OqrDKeKXy7comAuwdhuQSFO80IBBkCvM6DbEC5O4yAEwR4nfO0CDQCU1NzkaggAkshhMZh5beGNxqTNeienA0/n1YrsFYNjEECK5gVWFZUYDl6YM3rGQO1rwyBbZjqN2WLXKWQZoya6HJFYL253gp7j9mu2+1/EdAY0/5qIiFGMW0bEpufifcswjTES6T0QIqXUV11UGgTWV3tQMN1OT4+WQCjUrCioJDtedNVoTC3h2sPrAIc1mYaBVYaEljhxpyKgV6aQXd9wxNYIuJEYm3YsIFVWUE3DblDRkWAN7xGHRluFyPgPwR4nfsPS74SI2BUBHidG3Vkgqddk5HASpOUNkq81S4K7q9tTNag27xs+OWMmsBa+UIMXF4heAms11CBdcBJCuHsbtFQp3ooZKDZ+kQ0XZdC4q7UBFYsZv1tGubogTVugxV2fW0jqVJeiIbLKigqNkpJpNREKSRj+BBIHRELkRbbP2mN5Suhif46NNOX49MfCySfLNFD66arUIHVw7UHVj4Oa5yGwNqG94yw3zN4Vl357ImpCCx5iE6ePAkZGRkwefJkOHHiRPHIkSrrySefBEo95GAEGAHfEeANr+8Y8hUYAaMjwOs88CP069ki3NCHFG/YA39HvgMjoEaA1znPiEAj4IzAerNtFDyAahwjRte5WUC/zWK8PyAGrqgYvATWq6h2simwqN+hyCUVSWqp19vYyKDdXxXAWxtR7eQiqEIjVWrUhlxp8NbqYTCrm5pYmrU9FzYcycN7UTVBG96iGkpUb9HftPc4+lMBDHtP3SZ3Cqw8zEiMT1R7YImkmRHnI7fJcwRMSWCJ3XOWYlilShXo27cv9OzZk72yPJ8LfCQj4IAAb3h5UjACwY8Ar/PAjzGZ2L7QLBIi7SkTgb8j34ERUCPA65xnRKARmIzV5tI+lyvc2e72RptIaHyzMWUvz8zNht/OqhVY7/WPgasqBS+BpU3Xi8Bqf9tGKoTU3m/y4c11rj2wKqPB/Vo0uteGLX00D7o+GA7dHoxQ/XlORi6s+1g2cbcRWKKh+luo3tptV2/ZCCxAkkxReX3xcwEMfldNYFG6I6U9uop8nIZxieSBpRCUW4fHYNqiecc20OvXTNc3PYElg3369GlJlaVNMdy/fz80btzYTGPCbWUEDIMAb3gNMxTcEEYgYAjwOg8YtNKFrbhvT5h8UaqqRP4hHIyAHgjwOtcD9fJ1z0QksLajh5KY6kXKngdvNqYCq0tSFvzxL42RQnIs7xcNV1cOYhN3NEP/UKgWqCWwDnxbgCl9ClmkrUR4KfqDrUafMG1MR5+rLehzReorUmGJMW9nLqz+SJ1amoEeV6H2x+HEzbmYuqj8XZtC+PWvhTBgaRZmNCrPz9pXhiKB5doDy5kCi5/BwfN7FDQEljwklF64Zs0amDhxomT6zgRW8ExW7knZI8Ab3rLHnO/ICJQ1ArzOfUP8/Q/zil9/aqOxbIOa6s07lSynCk2bkcCKYQLLN7D5bK8R4HXuNXR8oocITELvpHT0UBLjtaei4H+3GJTAmoME1jl1CuGyvtFQvUoQE1irkMA6roxROIrj0tAbSo4PMb3wFUwzlKMIn24icUT+YOQTpg1KEyTyi/yvtJGMBNaqw0hQCVCTSTuZtVMkIoG1XUVgAXpgKW369vdC6LeYPLCUuBEJrOQSCKxc7GLzSeoUQn4Ge7iQTXBYUBBYsvpqyZIlkJ6eXgx7/fr1JcP3mjVrmmAouImMgPEQ4A2v8caEW8QI+BsBXufeI7rjq3yYsFHZ7JMpLflsiDEzPRc2fpIHm9H4NgYNcDkYAT0Q4HWuB+rl656yD5LY61daR8LDdYyZQth5Tjb8eU6dQri0TzTUuDR4CayXV+XAweOU5mkLLYFF/7YTn2ukjrIiCURpoWJcVSkU3uvvSFIlZVghC4sXvvi440NuwZ5cWIkfeuQg3mrHaOU5SSn22zIVUq1STCisG6zc4/ifhdB7kZrAuukqC5q4u36gWvOLIGESpRAqsXkYfkSKZBV0MPwqmZrASk1NhS1btsDcuXOLx4L9r4JhWnIfjIIAb3iNMhLcDkYgcAjwOvce251oeDteMLyNRH+NVPTZEEOudEWVm6iCEwcjoAcCvM71QL183ZOq12VQCqEsrcHuv9I6CgmsslVgZVmLYPJWZFPskp+4O8Oh4Y2Obeg4Owv+JgJLaO/i3tFwbdXgJbDGpGTDoRMKaRduCUEFlnMvqQs5RfDENCKOFOlUtSoh8G5fx+Pn78qFm68OhYeckJWL9uTBig9pPGxBcJMCS45pqVbYelQhsCrHoM/WYOUeJ/8qhOcXahRYqHZO7uE6hZDItwSNAmsTElixTGAFxY+S6QgsMm1ftWqVRFpRiqAccXFx0L17d65AGBTTkjthFAR4w2uUkeB2MAKBQ4DXuffY7v46D97aoGzMI/FlIFV4Gfjpn0LoMd+28d4wNAYqRPHXX+/R5jN9QYDXuS/o8bmeIKD1MqJzxjwRCY/eZrFXvqMqdIBegAD33BA4Ukur6KmOpMsyJ6RLmxkX4d8L2CAVgRWDBJZ5f6fdrfMxKTlIYAkKLBwGqgjoLC4iEdhqqlrFVOPSEFjax5HAOvJDgeR9FaP2b5cu+86+fHjvgKLkQt942C4QWG+nWWHzp6ICKwQVWMo9pOfoAvTlslcwpGu6SyGUvSfFfm3EZ/Al/Az2ZCkb/hhTEFiyr9X8+fPhxIkTxaDWqlULevXqBW3btuU0QcNPNW6gGRFw9yA0Y5+4zYwAI6BGgNe59zNiz7F8GLteSCHUKLCo8hJVYJIILCw9XgFLkHMwAnogwOtcD9TL1z3HYzW5XVhNTnSVGt0qEu68LhQ6zlIUNCFIGO14yXUFOV9Rm4opaalCSpoz1VDxxwdqrPCzvKhXNFx/WRArsNAD65DogVUCgUVKtpYaAus6xOYdxKg0sXhfHiw/oHzoCQ0pgoyXLim+xIx0K2z6RFBg4eXXCh5Yp5FkbD9TTaTVuiIU5j/nuh05KAR8HIuniMEfkUozasY+1tAEFqUIvvbaa3DkyBEVih06dICuXbtCQkKCsdHl1jECJkeAN7wmH0BuPiPgAQK8zj0AycUh+78phNfXKS9mEWj1sk3wwBqDfiOH7H4j65HAqsgElvdg85k+IcDr3Cf4+GQPEBi/KQd2fqmoe+iUl5DAqnddGHSYpRAQ2hQyDy5dqkO0CixnBFbxxwcNgbXw+Wi44fLgJbBG4zPpI9EDqyQCK9dOYAmM5A1IHC0sgThyNlCL9+UigaV4YIUhgbVdILDoIw997JFDW4WQ/j0e/azy0NdKjlpXhCGBFeVyXmRj21tMxjknkJMbhsaiCrpUU4kPNigChiaw4uPji03ZSW01fPhwaNq0KautDDqZuFnBhwBveINvTLlHjIAWAV7n3s+J/d/mw+trFQWW6CdC2Q5UBYnKeVNQVaVKpftw7X3D+ExGQIMAr3OeEoFGYMLGXNjxlUJE0P1GtoyEu68PRQJL9DAqgp2jFQWOv9tF/ldpmUo7qHjG/TdaoF+TCKgca2M09n1TAG+sw7Q0TVBlO0pPM2u4W+cvpVjh8AmhCmEJBJZEAk1RK5/cpe45w23Z/jxYul9RYIWFIoE1Shn/JKxSuPYjZbwq44eetfjBR4wR71vhkx+Udte8IgQWPOdaxZeNl2sx+QJeQmGw1uMzuCI/g806tVXtNjyBRRUEO3fuDI0bNw4KwLkTjICZEHD3IDRTX7itjAAj4BwBXufez4x39ubCex8oG+9wfO9JG2XzE/n4ZAGMWqm8IK0dFFP88uT9HflMRsA7BHide4cbn+U5AuOwoMUuLGyhIh5aREJ99LtqLyiw6O87hSp0nt/BsyMVAovIC0W189AtYfDqUzYJzr5vkcBa60hgze4eBXWqBc6fy7MeeH+Uu3U+erUVPvpeIYIiLKGoGnbO6uQggfW4RsV009VhMPfZ0smYlqH6aimqsOQI15BmyWgAv+pQyQqsOTtQpXVYOabm5UhgPe+awKKKiC2JwBL8zcgYngziOcyPgKEJLPPDyz1gBMyNgLsHobl7x61nBBgBQoDXuXfzQOvrQVcJR3fatJG2TfU8/Kq8WviqvAYJrCr2r//e3ZHPYgS8R4DXuffY8ZmeITB2Yzbs+UqpcEdnDUcCiwzbO2oIrAw0daHFhQAAIABJREFU8Q4NEJcwaYsV0j8nkkZNYD14swVeb2MrBXsA1bOvoXqW/LiKBHPwGc9Ewe3XBC+B9RJWITwsVCGMwK5uc2Hi7qySH1UaTHq2dDKmlEO5MH8XkU+2fE2qxktVeeWYvzsXUg4KCix8hK4drDaW35ZZAFO2KoTj9UhgLSqJwHLi38UfkTxbx2Y4igksM4wSt5ER0AkB3vDqBDzflhEoQwR4nXsH9mJUX72L6ivxHQw/ZkO6XYFFZb+p/Lccq5HAupQJLO/A5rN8RkDPdb5gt/JySlXMmtdFsziOoENgLJq470ETdzFefJxSCMOgcxKmEApEEVW+IyVOICJxcw5s/6LAgZxqVDsMxrazqYcOfFcAr61xVGBN7RKNnl1BnEK4Egmsk8pzKQILj2wb7lzJlItDSWnwYlClwVndSqfAog85VKVQjMSOyjUWIYG1QiCwKsWGwrpBapLsy1/yYdAyJV2ffMrIr8xVOKug6O1HpKHLlXkSiXhN6GAjQTn0Q4AJLP2w5zszAoZHQM8Nr+HB4QYyAkGCAK9z7wbSlj5IL2tKikoYvvdsRwLrj3+L8IUtS0VurXohGqpWMO+LkXco8VlGQUCvdf4R+u2MRt8dOSxIWqS7UHwYBStuh3cIjF2fA3uOETmi/CYOTYiQCKynicASYiuSJlFIBgQiElGBtV1SYKnjvhvDYHx7G3FCRuZkaK6NiUisNKgZIGYtEJ3VXNPdOqe0dkpvl0NbeES8HPk3xieqCazbaoTCzK6lU2C56zZ9DFoupOJXRgJrrYbA+ua3Aui/RFRghaICqyQCC6DVNGy7YEC/eiB+RLqkdHPu7MUiaDtD8AFDEnbnmMD5t7nDiv9uQ4AJLJ4JjAAj4BIBdw9Cho4RYATMjwCvc+/GcPFeK2661S9JcnWtD77Lh1fXKC/tdIeUF2Lgsgql2zx71zI+ixFwRECvdX4ICawxAoElptnyOAUXAm9uQALra1Q+Cd0a2hyrECKB1XWu2gx8M6aQkbl6ICJxExJYXzoSWPWRmJKVPwe/L4CXVyMhQj/agjJsHBJcDZHoMmu4W+ejUnLh4xOKIrIkAisfCay4RBo3hQW6A9Mr38Y0S38GVSikSoVyVEBeagMarovx7e+F0G+xQoJefxmmEPZy7YF1AYf2CSKwhFiFBFZVXwksvF4g/dv8iWswX8vQBNbJkye54mAwzz7um+ERcPcgNHwHuIGMACPgFgFe524hcnrAkn158O6BXI3LCgB5uxCBJVYnpAusRALrciawvAObz/IZAb3WuaMCKwQVWK5fPH3uKF9ANwTGrs9FBZa6CuHgeCSwrguD7slqAmsDVpmrgNXmAhETN1sh44t8u+OScocGtSww0Z7+dQBN3F+TTNzVPllvtImCxjcHL4E1cqUVjpwUTdzRA2uEmiySEctHMV3cRDUJRGM5tYt/Caz3P8yDhXtKJrC+/6MQ+ryjEFjXXhYKi3u5VmCdzymCJ6ep55w3BNaZC0XQbqb6OkxgBWLVlu6ahiawOnbsCCkpKcXmepmZmXD+/HmuSFi6MeajGQGvEdBrw+t1g/lERoARKDUCvM5LDZl0wpK9SGB9oGy65atsfjEGPkGPkdc1JdpXDkACq2JgXti86wGfVZ4Q0Gudf4TpSqOFapzaCmTlaQyCva9vrMuGfd+oTdwHxkVIBFaP+eoUwkAaassElhZvUYG191g+vLlerZKl419pHQkP1zGvR1tJ65w+uBCx9+tZRVEVbsHCIyOcE8oFOJTNSIElKNTuwrGc4mcCa81HuTB3p0J8xkaFwKah6jb9gH6Sz6GvpBw1Lg2FpX1KILCykcCariaevFFBn0YCq72GwApkAYJg/43wV/8MTWDFx8dDenp6MYGl/W9/gcDXYQQYAecI6LXh5fFgBBiBskOA17l3WFPKw7uY+kAh0lJUqjvzpwJ8OSJyS3lRWNE/Gq6sxB5Y3qHNZ/mKgF7r/DASWC8JBBZ7YPk6ksY9/811Vtj7Df0mKr+IA+Mi4c5rQqEnkg/i76Q3fkSe9nz8Rivs/CrfwcT97utDYXJnG+mxG1Md38KUR7X+CmB0q0h47PbgI7BkxbCtDqASEUhgbXNBYBXiwU0nqBVYt1QLhTnd/euBRa1ZezgPyEMyDEtT3o7zhUzaxfj5dCGq+BQCi56l9Ex1FedRXPekJoXQGxX0X/8VQafZaiKMCD8i/jj0Q8AUBNb+/fsl1RUTWPpNFL5z+URArw1v+USbe80I6IMAr3PvcJdeCMh4Vvg6TVd6r38MHPuVXo7UBNZ7uNm+igks78Dms3xGQK91ThXPXsLKZ3KwAsvnoTTsBaamWiH1qNp7akCzCCDfpD6LskU/bQikInUCemDtcOKBdc8NYTCpky39jf5Ox2lTCEe0iIS4O4OQwNqPz6v9jorhkggswqnJ+IuqcbvzWgtMfzpA5mUlzOzf/y1UFQKg3xFS9oWgh1m7+yxSoQAx/kMFVmuNAsubOUcFWbpgQRYxUofHQmS4YZdhuWiYoQms5ORk6NOnj08DIZNfPl2ET2YEyikCem14yync3G1GQBcEeJ17B7u2cpJ8lXfQl+PEn4UwDlUAYrzXLwauqsxfbb1Dm8/yFQG91vnhE6jASlGqh8mVOn3tD59vPASmbLXCtkw1gdW/qY3A6vtODhIhiiL1vX5I6FcOjCJ1/MYcVGAplfZkpIjkmNzZRmClY5XCSVitUBtUNfHxeuZlJ1ytc1mBZeuvMg69Ho2EDg1d97fjrCz4+7xyPKnppj/jfwWWu9n8D7ahA7bFWVyPai1tRcJzWUXw1Nvq49/HNP4rSpnG/+uZQug6j66jPLs3D4vBAgT8LHc3ZoH8u6EJrNOnT0uqqyNHjniNARNYXkPHJzICoNeGl6FnBMyCwNtpuYCKd/wKWCSVBH/+kQizNL24nbzOvRuyJVj6W1JgaWJuj2g49U+h/eu+8sflSGBdzQSWd2DzWT4joNc6dzBxR84ifZRz02ifO8kX0BWBKam5sO0zVPlQZT979G0SIaUQ9pUqyCn//hw+Ky+NDQmI2ok+HuzGFMIiTYKgqMBKPZoHU7G9NjJHTHmMgCfuCUICy4UCq9ejEaUisOpeFwrTupQ9gfUvElJt7ISUNg2SSCkip8SQjp+Bc05QSHtDmv6Ez3Ktf9sG9OeqgD5dHPohYGgCS4aFqhH+9ttvMGTIEInMIlLK06hTpw5UrVrV08P5OEaAERAQ0GvDy4PACJgBgX8v0gbJ/NVp/LHOabO47mPly3uPh8z7AuDp3FO+aKu301Ri/M9zRQ4E1rK+0VC9SmAUB562mY8rvwj4Y517g97hE/mowFKULmGY6bN9JBNY3mBp9HMkBRalEArv9hKBdS0psNQm7nJf6KNPx/v9+7wgAmsXElgqcgrbVBFJh/VY/ZBiy2f5MH2b1aFS4YBmkdC6fvClEC7F9MFlSGJpo89jEZiC5xr/zuj/9Cf6QMlRDwmsqToQWBetRdBqqrzfUj9znRFY5/BQIrxE1d9yVP1dXUrV3w9/o3n8fLyYQMqSz2XlGCaw9Pw9MgWBJQPEHlh6ThW+d3lEQK8Nb3nEmvtsPgSGLs+GzFNCxSX80rdzzCWm64g/1nnvhVlw/C9lk9v4Zgu80absfTLKEvwlkok7vaxhv5WuQyJ6rFDp7UQs5S7GMqyYVB0rJ3EwAnog4I917k27D59AD6wUhbywhIVA+kjnVc+8uT6fYxwEJmNKXhpWuRN/D3ujwqcuehX1kxRYjvH8I+FIYPlXuTwOUwh3oUm71A6NXGdpnxiocWkIbPwkD2amO3pCuSN0jIO285a4WufLsODIUnxmaYMIxrb3uiawuszJgj/wg4wcYhpmWWJhzSuChMnOUwhdKrDepjmntN0bAus42gH0Rv82MQJZgKAsMTXzvUxFYJkZaG47I2BGBPTa8JoRK25z+UMgbmIW5FOZHnvQl75do8spgYX+Jsf/UDxHygWBhV+0pSqEReo6Vm+2jYILOUXor0K+P8pXWvnFqfytFO6xERDQ63l++Dh6YK1iDywjzIFAt2EyKrDSNB5YRFDddb0FCSyaAzKbpDw3e6MCqH0JCiBv2qwosBzPfhdVONVQhbPu4zyYk+FI6FBqYyc/K8K86YO357gksFB9RSosbZBH2VMNPFdgNaodBmPb2XzEyjIK8Vth04m2iohk3F4kpAZeXhGwKIBa1XkWFfJtNQr5d1EFXa2UKujv/iiEPqgeLKsKmmWJqZnvZXoCKzMzE86fPy+NAVUq5GAEGAH/IaDXhtd/PeArMQKBQ6DpxPNQWKhW1Owcbb7UGH+s8964wTuOGz05ygOBNXplDnx0ssChDPsrT0ZCNn4tnkIGwULawRL88n8NfvnnYAT0QMAf69ybdn90PB9GrxJSCNE0cPsoVmB5g6XRzyFTdDJHF4NSBCntrP8ShcQU/96nSSS0u9e/KXvjNtgVWPSBiUwqhZCNvNcczoO5O4jQUX+A6P6/CHimsX9TGsty3Fyt86X4sWUZVs4FoOe0gom7lMlOqMD6S1BgPXKrBV7GZ5we0Qw/GhZIHw3VY+ZMgUUq6HYz1Yotb9L4j/1WAAM0czflhRi4rAI/y/WYA/I9TUlgkSfWlClTYOXKlXD27FkVfvXr14dhw4ZBx44d9cSV780IBAUCem14gwI87kTQI9As8SIUiIWOynEKYR9UYH1fzhRY9HX3LG6SVZ9mcdbTF+rs3CL47CchvRT/fTFWJ7z2Mk4hDPofBoN2UK/n+eHjmEK4SknB4SqEBp0gfmgWpU1vpxRCIXo+HAGUdtZ/ifMUwj6PIYF1n38JrLc25MLurx39nqhZ7/XHarCVQiDlUB7M3+WoSCLyikgss4ardU7p7pT2rsrvxP96oVkEPFm/hCqEs7Ph7/+UZ1n8nRYY3kIfAutxTCHMwY9D2mh8cxhaFqhVYWdQgdVOo8AqbRp/Hu7v3liXAwe/V1e0XImG8ZeXspqhWeeTUdttOgKLFFePPPKIA3GlBbhv376QlJRkVNy5XYyAKRDQa8NrCnC4keUeAQcCC9MjdpbbFMLyp8BqixWOzl5Uk1S0KO6/MQwOYtqUNt5BAus6JrDK/e+GXgDo9Tw/hC9/Y1Yr6ptQ5HAzuAqhXtMgoPdNRAXWdo0Ciwp63H2DBVUszgmsvphC2NbPKYRvogJrL3lgOQm5Gux7H+TCO3uJ5FKbZFH6IKURmjVcEliYPrhkv2xsr/RuYFzJVRc7zMqGf84rz7lW91hgUJw+BNYT07Kk9HytAsspgeVEgbUUfShrlMKHUvJS+4rmkVrxtQJJ0CuRBOXQDwFTEVinT5+G++67D06cOAFxcXEwcOBASEhIKEaPlFlr1qyBiRMnSgTXvHnzoHfv3vqhy3dmBEyOgF4bXpPDxs0vJwjETboI+cLHZvJl2PGS+VJj/LHO+yxCBdafygvDAzeFAXlBBXNQBUqqRKmN+5DA+ogILI158CIksK4vBwTW6o/ywJqvdP7pB8ybjhNM89cf69wbPGgtjBY8sJjA8gZFc5zjTIH17EOkwAqFF4jAosGXMtiU3827UJ01pbN/nxWvr82Bfd/a0ru1P8TL+sZgNdgQyb9QUiRpfqepIh8ZuZs1XCuwctHEPV9VlY/6ODg+Elre7VoBRyomUjPJ0aFhBPR6VJ/fdOWZqyaUGt+ERWPaqkm100hgtdekEC7pHQ3XVPVcBT0RFYUZqCgMwf/nazVDs84no7bbVAQWpQx26tQJOnToIKUPugpSadWrVw9q1aoFx48fNyr23C5GwPAI6LXhNTww3EBGABGIT8yCvAKBwPAwhfDIDwVQ/wasJW+Q8Mc6pyo9VK1HjvLggdVmOhJY2fYKhMLH2JpXhMLJvxyVWQufi4Yb8G/BHo+NtxntyrEGS45X4ZLjug+7P9a5N52g9JuXRQUWrpWMl8znFehN38vbORM34Qv/l/QhQ3kudv9fOD7vUIG1FAksfEYW4YceUbtSjcgkJJX8Ga+szoYPv5d/g9UMlVxMw1ZF1jHNsHV9bGszfRRG/sCgtAqsIc0jocVdrgks7Yca+iBBpKQe8fjkbEwhdHy2OiOwSDVG6jExFiOBda0XBJa2r96YweuBVzDf01QEFvlapaSkwNGjR6Fu3boljktpjg3mAea+MQK+IKDXhteXNvO5jEBZIaAYitruSNvkXW5M3GlTRZv8KV2iy6qZbu/jj3WuJbAeuNkCb7Yx70uAW9DwgKewRPe5LMfNdO2rQu1+YOoUgwVIYBG5FezhQGANQgIrltMt9B53f6xzb/qgVWBRXYMdTGB5A6Xhz5EVK2JDuz4YDg1qWuAFIrDkB6Xwc0D+S+TD5M8YjYTpR+i9ZuPR1CrZxb1jkMQIgUV7cmHFh44E1hP3hAOl1Zk1SiawHPs7LCESEuq5JrCGr8iBT39U1NXj2kdBQ1QZ6xEtp2RBFvpL2vRQyiRytt/453wRElhqE/fS+lAmbs5BTzeZkFXuJ6v49MCA72lDwFQEVnx8PKSnp6tKZ7oayEmTJsHIkSNh//79XJ2QZzsj4CUCem14vWwun8YIlCkCVNKZSjuL4a4K4ZbP8qUqTbO6+TdlwpeO+2OdU5np74UqhHqV2vYFh9Ke2+ZtVGBlOaYQ3lwtDL79nV6e1H+bjwRWrXJBYF2g7WUxnGsGxSKBVVp0+Xh/I+CPde5Nmw5+lw8vr1GqEDKB5Q2K5jhnAn6c2fElkSTK+n+mcQQSWKEwcFmO7V9xAhQJv41PouLpBT8rnl7CCrGHTxZqaA6bEmsQklNXVg6Fz08VwsqDjibuj9cLh6EJQUhgfYApk3uxv7QABfxfxL42xz6XFFSUJB8faQWFIVDZv2K5Uk3sVuiBdZFUz1IKqjLHGmEK4VhNCuHfSGB11BBYpfWhnIyebmmSp5tzFV+pGs8H+xUBUxJY5IFVs2bNEoHo168fzJ07lwksv04Xvlh5Q0CvDW95w5n7a04E4jCFMF+VQgiwc0zJb+pj0AvmHJIes7sHmQILCazjAoH1AG4o39RsKM05yq5b3RpTCP/Lxl299EKgHEcE1ndIYBXiS4KoO5rfEwmsK8uDAktNYK0aGANVL2EFlt7zX6/n+YdIYL0iEli4KnaM1vEtWO+BCOL72wgsdRVCSjlrUCsMBpECi34rNdEaFVgD/KzAmpGWC5s+pXZIhltOEb/9mjD48mdHo/c4rLI3Qqcqe/6YGq7W+fIPsArhXiumcNr5GPvNqKIgVRY0Qzw5/SKcl4R8akLJ2X7jr/+KoBMRWMLwl9aHckoqElhHyTdMHaVNRTQDtmZro6kIrOTkZOjTpw8kJibCiBEjXGJNZu+1a9eW/n7mzBmzjQm3lxEwDAJ6bXgNAwA3hBEoAYFmqMAqKIUCK8taBC2nZsEtSHDM6R5sCiw0cf9DeRlohCbuY4PcxP0p3Ez/R7Yumjlyy9Wh8A0psDSVi+b1iILaV+mTelGWC1mbQrgaCaxLmcAqyyFwei+9nudaDyxaFjs5hVD3+RCIBoxHAmunRoHVuVE43HejBRVY2ZT240BiBSJlb/7uXEg5qE2XU5Met9UIg69+wWeWhtB57HYLjG5l3vR3lwTWASss3qdWx9EcGNkyEprdYQ4Cy/bRiHwn1fPImQLrr3OF0GmO2gNr4fPoQ3m55x+RpqXmwtajjmmXpVVyBWKtlfdrmorAoiqD9evXlyoMEonVs2dPqFq1qmoMDxw4AEOGDIEjR45A3759ISkpqbyPMfefEfAaAb02vF43mE9kBMoQgTgksEhWL4azFMKZ6VbYjKmDhSi/J7rjiooh8P4A4ygQ/LHOey3MghN/KVSOsw1lGQ5NmdzqKUwhJDWdNiLDQ9BoVq2+omPm9oiGm9AfK9hDS2ClvBADl1VgBZbe4+6Pde5NHw6gAus1QYFFjK87pao39+Fz9Edg/EYksL5SK7AkAquWBQa9myOkrym/m62wAt4grITnz5i/CwmsQ1riQc1UXRIVAhdyZFJLac/DdSzwSmv/tseffXN3rZKqEBanEAoXGYVkXVMk7cwQ9NHonBMFVqPamELYTj1mzhRYpSWw3t6WK+3dtJ+pSnsdM2BrtjaaisAicOVKhDLQcXFxxZhTxUFKL6QgoistLc2B4DLbAHF7GQE9EdBrw6tnn/nejICMwG9niySPjDz8SEv/v+P94XCjkALWDFMIC8QUQjxxB5q4a1/Vn0Ny5weB3LkE91kbhxnHFMgf67zPIlRg/Vm+FFitp6ECC9/JPI25zyKBheqsYA8tgcUphMYYcX+sc296cuBbJLDWKh5YdA13XoHe3IfP0R8BZwQWPTfJ9HswEVhSqJVQLe8Oh8Hx/vWc8oTAcpBe2fmtKyuFwIr+xvnAVNpRdbXO38MUwnf24hhI8Cu7lNFPRMFjt5lDGaytiChjc3/tMHirnVrV/ue5Iug8x27ibp9yd14TCtOf8dy+4e00/PgopaKqw1VBli6o+Dp9waa+Jpv5FPxQWZkLmJR2Cnt0vOkILOpVamoqDBw4sJis0vaUlFdjx45l8sqjKcAHMQKuEdBrw8tjwggYAQGqmvT1r4rEqt51YTC1i7JJIgUWpRCKGhwqDx+qYbCeW5CNBBZ5Jdl6FYtffjcNNc4G2R/rvNeibDjxp4KVvKEcsDQHlWdFEI77Ywv+/6kGqr7o6xxrLaUQql/GbNfEgSaTWY04KwkJrJuDnMCiLjcZf1EF7UpUYF3OCixfp5vP5/tjnXvTiP3fFsDr6+wvzvYLUBVCJ3ZI3lyezzEQAuNQgbVLo8Dq0NBGYA1Z7pztb3GXBYY096/iKXlnLqz6yDH1qxiqYt9C+sUitSwRDkr0eCgcK8aGSXP03pphEGqi7w6uUwhzYbFs4i70dfQTkUhgmUOB1W5mFpy54Kh6pvlF1RHF+ANTCIlQEoPOdFcpWjx+ZnoubPzEcR65KsjSdPwFdF1TNoDzeqJtwJXmIAcN9DPiUVNMSWDJPcvMzIRjx47BqVOnpH9q1KgR1KlTh4krj4aeD2IE3COg14bXfcv4CEYgsAi8iKWjPxNKR9PdbkXPjFldlU1SswlIYGn2Us5ezHrOz4If/7abfeN1YvESm4YGlwLLkcCywBtt0FtjAhp6C2+qpDwjBVowhM1QViCwirNRZH8OdcrKbPQ9q4P+Z8EcVJWTqnOKQemylDbLoS8Cej3P931TAG8igeWO6NcXHb67PxB4a4MVdhOBJSz39khg3Y8pXkPeVZMJ8v0S6llgWIJ/HwrzkMBarSGwSBFDRJUt6AMDfWiw/Z8ufN6lI6vEhsKaQZ6rdvyBoy/XKDGFcB9VXVT/Fr/8ZCQ8cqtZCKxsgcBSflEaogJrnEaB9fu/hfB0EpGm6k3a9lGxEOYhIUn2Dxs/cVRgJWNBFlGNL4+XtjL1vJ4xSGDxs8+X+ezqXFMTWIEAhK/JCDACCgJ6bXh5DBgBvRF4cYUVCSz1xuWWaqFovq5sZJtMvABFkq+VEi4VWH/bvvRSxGC2xOYXg4vA6o0KrOOCAou+iJI5LKXZiQTWBiTuKhjHv96nafbk9Gy4gFUIi7fHTgyKxRvM6hYNt1b3cOfsU8v0O5kUiXETs6T0CTmW94uGq7FsPYe+COj1PN9zLB/GrlenEDr7nfQUHXqhRFGn5OPc5PYwqBjNL4ieYhfo4yQCC8db5Aza3hsOVNSDFFjSSGl+J5vXC4cXE/ybQkgE1hoksOSnrnaGlPhTLamzlN+vKpgCtmaQcRTT7sawpCqEi/fgOiR1sEBivdI6Ch6uY44PK21nZMPZi2S8j88TYYzuwyqX4ztoFFj/FkGXJCJN1QRW6vBYiAx3h6Lt77O358L6I44KLFd+lk0nZEnVh+UoL76XnqHp36OYwPIvnnw1RiCoENBrwxtUIHJnTInAi++hAusnIrCUrS+pZ0hFI0cz3KzYFFjKhmX7qBj8uqfeLveYnw0/nVZyDWMjMYVwmHE2xP5Y51oFFhFYVJ67DaqURAJr7WD0hIgJjhfO1mji/h+auBe/DkhvRTQfiKxxTHMoDwRWHi6IePSGE+PdvtFQrQoTWHr/EPpjnXvTh91f5wMRG2KURgUhnjd1ay6kZiovlNWqhMC7fY3zW+oNPsF0zlgc5z3HkGAQXuLbNLDAAzdZYCg+Ux18p/Bf4u+0SM8Kf8bcHUhgHUa1UTEZZdNeyY9rWXzlyT09JbAonTzzVAFaCIRICh96BuoRLj2wPsyFd/Y4GpK/iob1D6FxvRliwuZc2PGF/GFRUGA5SSH8HQmsp+fis0jzKN6I9g1k4O9JzMnIhXUfi6o129O+Im4DH0Xj+xeaqedtM/x4U0Dsuj3Kg22AJzgG4hgmsAKBKl+TEQgSBPTa8AYJfNwNEyMwDFMIj2pSCOugAmu2qMDCFEJhny711tmLWdfkHPj1NBmc2zY/5AWVPjL4FVjDHo+Edm+rCSz6kk0vBMEQT07LgvNOqlgVp6poPvPPwPTT2zENNZiDih3EJ6pTCJf1iYbqlzKBpfe46/U8p6p0ZO4tRjqm8Vi8mBLTU62w5aiijGUCS+9Zpb7/2PU5NgJLiKcahCOBFQbD3qM54EjsN7vDIql1/Rm2FEJtupyQPii1w/6hQaW4cswn9JTAenIqPg+sSv96PxYB7e/zUOrjx867NnEnAgvJX83j97WnIuF/t5iDwPr4ZAGMWunopUY+ZRM6qhVYR/EDpG3OqaM0H9GSduTB2sMyYU7zWvnRCsUPlRn4wVIMbQrhnB4xcMtVwbHf8eMU9culmMDyC4x8EUYgOBHQa8MbnGhyr8yEwDD8Wnz0J/VGvE51VGB1UzZJTZHAEj62Sd1z9mLWc2EO/PiXcq1o3NNuQRm7UcIf67wXVlo8IVRapK/PQ9HXpP1MtYQ/mCrSPTkdX1gkDyxb2L7wy+kn+H/hi5H4uvb2M1FwxzXBTWAMJi74AAAgAElEQVRZ84ogYbJagbWkdzRcU9ULtsIoCyRI2uGPde4NFDu+zIcJmzQEFhL4ROSXNt7ehlXBpLL2trgKK8a9Z+KKcaXtv9GPp1RRShkVo3X9cGh8MxFYzk3cA0Fg2RRYMvFgI6VsdeHsZILanlD5DaffbM1XKU89sFpNvQgXhWnerykqkFF9Vtbhap2v+DAPFu0hUk9N0r3eJgoexPExQxz5oQBGrsA9haYCRM3LQ2BESzRMv0p5zvxyphC6zXP0wKIKk1Rp0pNQ5hHNHrJnV84jlR19sBRDW4GXPnjSh08O/yPABJb/MeUrMgJBg4BeG96gAZA7YloEhqJfB6UDiOHggUUG5UWhKr+ftJExWHFPvTkasCQbjv2mVOgjz5b1Q4yT9uKPdd4LSboTAkl3X61QGJIQBR1nqQmslBei4bIKwbGhewIVWBckBZYc2rci9YsCle+mMt7BHFZ8Z0yYrFZgLUYC61omsHQfdn+sc286sf2LPEjE1B8x0pDAosqkpY1Z6EmzQfCkuRyLA6zEIgEcxkDgTSSw9koKLOV38Yl7LEiQWIAKozhLIWyCqVgvtfKvAisJU7/WfmwnsBxFVZp20EcHuciK48GVUTG81gMPrFaowLooKLAGNIsAIu/KOkoksHbb0yqF8aFiK41xfMwQn6Iqfrg0j9RBeyrywBLJolNo2/Asqt+1qr93ekXDdZeV/BymD1P5OCWoauPWTPJ0U5cAoLtrCaz93+bD62vVRD0V/aHiPxSfIPm2DuekXJG564OR+Fz0jEgzw9iUdRuZwCprxPl+jICJENBrw2siiLipQYrA4OXZ8Pkp+l6rbMS1KYSPjSeliTolglIDRWUBlZBPRhn67+cUMqxqBYBVLwSbAisbCSyFpLsPFViD4yOh8+xsFcH3/oBorEgXHCQOfXHPyhW/2Lv4rG9fI1O7REG967x4azfRGsvOLYIWRGAJX8gX9YqB6y/jjbrew6jX83w7etYkbla/2G0bEQsRXrwzz0ZiYr1MTCCg9FtCvykcxkDgDaw2SVUnxXjiHpsCyxnxQMc9dpsFRj/hZwILFVhK6pcaG0cqQvi7E7LLUwKrxZQsoN8/OQbGh8MTd/vXnN6TUXZJYH2ACiwkZLRdHNs2SjLZN0McxhTCl1bSRzHH58kM/EB0u/CB6EcsnNNzgVoNTH1050tl872yk5+kyEOZPT3OtE/3UNzGZAgKrA++K4RX16grbYq2AQOW4ofMX5U9UoOaFpjY0b/z3gxj6K82MoHlLyT5OoxAECKg14bX6FCevVgE7x5Q/BW6Ng4H2uRwBA8Cg7Hk9xc/K5sN6tktaOI+RzBxbzIeqxBqNlJaZYG2Kg1d5/IKqBp4wTiqAX+s8+cXZsNJgcC65wY07cXKUl3mqBVYK/pHo3w/SAgsVGBdVH0M1vq7qF8VJnWKgntuMMeLgrcrOQtf4Frii5wYC56LhppXBMeYe4uLEc7zxzr3ph9pn+fD5C1qAisVCaxILwisORlWfLlUUtQuuyQEUgYa57fUG3yC6Zw31lmRwFKnELa824IeS+FIYNHvguM+6ZFbw+DlJ/1bmtbRfFtGme5Pz3V7OyTlVcm/TZWw6Mg6LD7iLhImXQSr0PUhzSOhxV1eTHJ3N3Lzd5cE1sF8WLTb0RNqbDsksGqb47m0F+fWmzjHnMXULtH4gUgZS6qKTNWRtTH9aVRCX+t6zPujYv4bQTFvOx+f5dLjXJm/9PtFv2NyHEAC67USCKxeuEcSP/I1vNEC49ozgeXtdDc9gZWZmQnnz5+X+t+4cWNvceDzGAFGwAkCem14jT4Y2vSyuvgwnIYPRY7gQWDwuzlIYKm/JN+I/grJPZRxfgw9sIDKGQkqrG0jYlBZoGxynPlkXXYJ4EtXcCmw+i/GTd/vCuF3G8rmKS3kGSxjbavTZ4vl/aLh6srBQWY4phDaN7pOXtLoL4lIYNUPcgKLUmgolUaM5J7RcOOVwTHmZv6F0+t5vg1TcKZs1RBYpShlL2I+F9WsUnU5e1RFAot89TiMgcDrqMDar1FgJdSzwCO3YqVB8sCibD1sqkhj0d9eftK/L/Kzt1th/RE1keYsfVFGTSlWiJYAhQWSf6EclXB6rRvs/nn9OCpPc5QCmTAwLgJIfVbW4Wqdv38wDxZSCqEm3moXCffXLnuizRtcnP2WyPNJ+3z97o9C6PuOI4E1uXMU3H29a8Ju4LIc+OoXce/nNAcVtMTmge8KkMBSpzfO6IqqsBq2Z9/z6BN6UuMTOq69f4lbbzA16zmmJLBOnjwJU6ZMgZUrV8LZs2dV2NevXx+GDRsGHTt2NOuYcLsZAcMgoNeG1zAAuGjIEPRH+lzwR6qHBNZUJrCMPmylat8gJLC+/AUJGcHQtXqVUFjWVyGwnKmrtKkxdEwBfuUVzT+DjcD65UwRvIXeJ9//qWz6brg8FN7A1ISuVMZaiHcRv2qIYzBEi6kXINtqSzJ11BWIFa9svZ2AHh331jLHl25vx4c8wYjYE2Mekr6iua631+bzfENAr+f5VqwaOA2rB4qxFQmsKC/e7efusCKBpRATnlaI8w05PttTBF5fiymEmDYv/h4+VMcCjyOJNeL9HIc0LLou/f3V1v4lsGwKLJon8q+z7X8LNu6qLtFHp7x88VOL8mePFVhYvIKKWMgxKD4CWt3txST3FGwXx7kksNDEfaFk4q4OIlGo6IpZov2sLDj9Hw2nWvE8HvtB1gVykIqq/xJH1R+pnkj95CocP146f8JrvUz3f5MHr68jBlNp1/Sno1DtZWuTVqVOmDOB5f2sMx2BRYqrRx55xIG40kLQt29fSEpK8h4ZPpMRYARArw2v0aEfil8SM4UKdazAMvqIlb59g5Zl2wgsIbQEVhNUYGkKFkmScjE15rFx5Aekvn9VTCFcFSQphLPRVHk9mSpr9nhUHSyxUzR0n5elcglb1icaql8aHARWyylYdYo8cZ1RWDQxNJWSzPaiUPpVA1JVRqrOKIY7zxFv7sPnlB4BvZ7nWz7Lg+nb1C/Om1+MgZiI0qfdJ+/MhVUfKTKXypjetdaD9K7So8VneIMAmViTmbUY9WuGQbt7w2Gk3btIqs4qPDipAh5VwvNnqBVYgkra8buCdNtY5M/ECoJiW2QCay9WV6THHDX9lqtD4WrNhxhtCqHRFFgpB3Nh/m5cO8VyM1svxyOhc18JhI4/x8Uf1+qOxuw/Y4VBaSCEvryJH8weELy8vka/qRfQd0ob7kzrndlHOGv3JVEhsHGoov48gPP+NSRwxQ3fdExrvNOe1thjfhb89I9CbjGB5dtsMBWBdfr0abjvvvvgxIkTEBcXBwMHDoSEhIRiBEiZtWbNGpg4caJEcM2bNw969+7tG0J8NiNQjhHQa8NrdMiHrbDC0R+VTVo9/MIyFb+0cAQPArTxoQ2QGDVww7rUrsCivRMRWHJxbvm4rcNjUFlg2yXLx2hTFy7FtJfVBkp78WWdz0Gz3HVSuXI1g0VfJ8nA9Nlk9QZyCVakuyZIKtIRgZWVh2NdaK9gRfvpUNem7mbyGvF2Jf+HBFZrDYE1B0uJUwVPDn0R8GWd+9LyTZ/mwYw0DYE1LAai0d9aTNXy5B4L8AV8Jb6Iy2G0iq6e9CGYj6EX+AOowBKD0rU63I8EFiqwnAVVKHwdK+H5M4o/rEhPJnKqlD2v6Eea7qQmT0nJR96mtlDbAlRE0fXzj0TB1FSl/dGRobBlmNo24nFUYOUICqyBcZGYQlj2qXmu1jkRv0QAa2NixyhogCSjWYI+iv18RtphqZr86lNR8NAtSj++RA/TQehlqt2bULoqpa26iiGovv9cto9QTQX1vLgEt/wbh4oeWEhgrVErTcXCLc8mZ8Gp00qbSS1GqjEO7xAwFYFFKYOdOnWCDh06SOmDroJUWvXq1YNatWrB8ePHvUOGz2IEGAFWYLmYA0OxQl3mKYXcIENIMobkCB4EBqCR5zGNkWf1S0NgWR/bF7cCHP5mE1FdpYlUwduFyjDH4TGkdJessuwRTAqsYlNlTSepVDR5H/WYTx5YAKGSTqkQ6l5rQb+44Ni0SQSWpMCSt9IlVyHUfiEOntWi9OQcvi+0nk7ErhKzu0VDnepMYOk93voRWPlIYKlf7Mjgevo2a7FIscntFhjV0j2JsQg9fFagl48cl+ApG4e59yfSG/vycv/XUIF14Dv8uCdwC3dh5VUisEYhgVWEihl0mVJRD6Saod9Gf8YsVAZvIGWwQzj/jb4SFcN/nqMHtaNytiKq/J5/JAKmCj5u0age3IIqQjGao4l7riA+G9A0Alo3ME4K4eqPcmGeRGCpyTuzEVg95ufAqX/ooxENl6LCIs9N+h2R4yhmSQx7T/6ApvR5FB7XVDhOO0VUKYTidzmNci0GCfjNLyq/PR/YPbBEWm1Kp0i4CwvaELHZeno2zg9RgcUm7r6seVMRWORrlZKSAkePHoW6deuW2O/SHOsLgHwuIxDMCOi14TU6ploCi1MIjT5ipW9f/8U5aEpOu1Fl4yOmEObhR+b4RCKw1BtiUYFFm1na1GqNPy7Fr72rBxnHeNiXdT4XFVhrJAWWOgiVBc9Hw3MomxdT6cLCQmBq50jpZUHcbJZ+hPQ/Q2vaqxpozWaXWvvaU5FYjavsvsj/fBq913AgSOVSvUrp07W8QfggbuJfdjCyjUIjW/N84fem32Y4x5d17kv/NqCZ9iw01RYj7g4LpH+hvO1fjfNzeV/3v4mL9ubBig8UFUkMElibmcDyZXj8eu6rqEChF3mRwaLKcB0bRsColTYTdy1JFAglysx0K2z8RGvi7rqr114WhqQIHU+/U2rldQX8Ntn70UhVIYIoJLC2agksNHHPFR6FRiOw1n6cB0noDaYNs1XHtaXiUS/UCqwRLSIg7k6FMPz0xwKsfIkEFlWZFFJWX3w8EprXLYUHlrzFcyCwQpDAElIIicBabZ/jdpCnYArhXTj/pYqIZCgvNJnSNil9k8M7BExFYMXHx0N6eroqd9pVtydNmgQjR46E/fv3c3VC7+YGn8UIsALLxRwYhh5Y9HVHDjJpJLNGjuBBoBdWjDkhVIyhnpH5+NvPRAFVvrLiRjUBN6zaoK+y9HWWIju3CFpMpU2LeqNlNONhX15s5+20wuqPbN4gIkWCmXSSAouMS8UIx73kc/g1Owux6fogfsI0ccgKLE+78AoaFT+MhsVlER1nZ8Hf/ynz7qn64dC/WeDxPvpTofDV29ZTWjN3XMMEVlmMe0n38GWd+9L29fjiPFt+cbb/UNyNqpxPhWco/bZSgQd3sXhvLiz/QGEJnBEJ7q7Bfw8cAq8gef2hRGApUY8UWA0t8FIKkZh2ObLwsGiAhS0mYoELf8bM9FzY+CkpwcRnr33yaR9WeONaWCX1hFSEhJSi6uc1pak+/0g4phAq5E8k2gSkol2AGGoPrCK4rGIYpAxwP6f92W+6lqt1vh4JvTlIJGt9Oydjddy7TVQdt9eCbDjxN42V+qPMQHy+PYHPOTmO/FCAaau0/1AfNyg+Es31S0gh1BRpUsZHPXHIKoI+WMrxwfcF8CoRWEIkYnomecBJBNYi9V6IPuCRaozDOwRMSWCRB1bNmjVL7HG/fv1g7ty5TGB5Ny/4LEZAQkCvDa/R4ecUQqOPkO/t0xpu0hVpk0sGoFdXDoUsaxG0nEpm1epNzRaUlJO3C8VFPKYVEVjSF11lE1UZFVhrg0SBNW9XLqw+5CxVw0Zgab86UmphY/Q8qYHpmN3/F3hCxfeZ4PoKj6O6LkdKCRA3yPb/dqLAcue94c+2agmsNvdGQL8mgU9nOXISXxpIaSEEpYzWtVdi8mcf+VqlQ0Cv5/laVGgmoVJTDO3yoMIOVODBXWgJrEic0pS2zWEMBEiBRSmE4i9iBI5RRTS8/ue8mhiSW0zkCZEo/gybAsuuBCsps9ueglanWhgc+xWPp1R4aXIqramAbe/zWARMFlIInc27+EnZWMlQVG8Vwc7Rl/izWx5dy9U6J0UaEXtagm5yZySw0KfMLNELiSAb2UihzDStaf6h4/kwJoUUUWoCq1+TCGiDRQVchdrE3QnbaT+RivVQ0R45DpACi0zchblDxCwRtN/9UQh9UdUvsoeP3hoGY57077w3yxj6o52mIrCSk5OhT58+kJiYCCNGjHDZfzJ7r127tvT3M2ckpzcORoAR8AIBvTa8XjS1TE9xJLBYgVWmA1AGN+s6Nxt+PatsRuVtzPJ+MUhghcD5HKy2Nk1dbY2aJVbXoopsNkNrW/luKfB/ReNHt5daqSvmlEGXXN7Cl3WevCsPVh0iIyjJkEJ1j7k9oqEfyubFfw3HTV9VJPAevc0CPR82N4HVAk17syXTXvsbEhmdSV5gtn/SvjdpPToCOebtZ12E0+eVO7S514IEVuC/9n50ogBG00uDEKKRbSD7zNcuGQFf1rkv2K5G82giusUfglD8vSgUfi+qYQrhux6kEC7ZlwvvHlAIc/o9SRNeIn1pJ5/rOwKvoALlQ1SiOA2S5RYqnkXyMXVRoTWti39f5CUF1iea6rjCT7XIsFGzquEz/Zez9hZJpJbSAzLrJgJrylaFhKUPMWkj1cRp/KQLSGCpyZKdo8ueXHW1zjchHjPS5YIrSv/M9vtMH8WOIyGkpZb6oefYU+g5Jo8AKQFfWeOowKKPKSX5cKo8sCSYbPs3bRK+dg7Y7qd+9o3DFMGGmCr47e+F0A99VcXfwIfRSP4VNJTn8A4BUxFYVGWwfv36UoVBIrF69uwJVatWVfX8wIEDMGTIEDhy5Aj07dsXkpKSvEOGzzIkAuQpE1E2GRiG7H9ZN0qvDW9Z97O09xuKEuPMU8om7Y5rKLXM/dfj0t6Hj9cPgc5zsuDPf5WNrFxtcBmmuZAX1rmsInjqbScEFlbXiom0bXUcjtEYnd91fShM6az/vPFlnavK2mtIrL74pXNuBpXtVigseuHMw9/xjmjqS8a4Zg7HFxbc5iKJpfngW9xFd+ax/sSi/axsJLAUArasCKwPUH1BKgwxzPaF35/jYKRr+bLOfenHKlRoJhOBJYS2eqtYIKOkey3dnwfL9ivXCsOMr+2jYsGKvymkiODQF4GXkcA6KBNYkveQ/BvkWslyO+6fZvh5/0RVL6n6pSpcNCEUGaxKMYVw9oJzn8CYiCLo9EAELMIKmHJYkMBK1xBYcajIzRdtt/B+O8cYh8Da8lk+TMc0yBB8HosflcxGYPVBAuv7PxxTCOWxGYeV/Rpihb993+TDG6SIkoZVGVuyMUjD3wxXMRj3918I+3vHT1G2My14nXThOvvxfq+vUz/73moXBffXRnXfbwUwYIma3HoI7QReRVsBDu8QMBWBRV2UKxHK3Y2LiyvuOVUcpPRCCiK60tLSHAgu72Dis4yAwMm/CmH/t/nQzeS+KUbA0tM26LXh9bR9eh03RJMjfyduwKb7eQOmV9/4vjYEOqCC5Z//VPse6d8pzYXSXajkdtsZjimEZChMxsIUxcc4USfR3wPx5dmb8fNlndOLKb2gOnwOxYZEoUo/hzb0wm6ZNn2UZdG+YTga45qXwPrql0IYuIw2pIqyrniP7OJFaXiLSIi/s2zesp9AdeAFVAnK0fa+cOiLKoJAh/TSoNnEyz4ggb43X79kBHxZ575gu/JgLiwQXv7pWloFlucElhUJLDVL0BF/S9qjSXglrBbHoS8CL6+22gkstRpX9m63/UaqfyBvxQIPs7r6V4H1Nla93EweWKpw/sNMJOiVlULhN1lxrTXrxufYg0g2pH+uXA9rkcD2lzQKrMQsyCtQ99tICqwtn+VJBJbtg5KyVmjvSntYswSl4n2nKrCj1jp3/184PNM4AnZ/XQBvbcjGnqrrXtIeZDym9t3jwvdr0LJs+BKf7+qge5Dqi6h3W9A02SHMgQ++L0IPLFJ8KXNArjx87NdCGLBU7YFFBV2osAuHdwiYjsCibqampsLAgQOLySpt10l5NXbsWCavvJsThj2LStrT134yhOUoGwT02vCWTe+8v4tWgRWIL4jet47P9AcC7ZCcOoMqKymEPemS3tFwTdVQOH2hCNrPdFRgbUIFVqxdgXUGj2k3g6oQ2rY8WtXB7WhsPcMAv2e+rPMFSGCtlAgse2qI8HJiew9Qby5p4097/LboQUEKLbOGjcCS0xNsE8T565HyotAAzVzJQ438UwIdzSdlqUp2Uzl3qooV6NjzdT6M3YhfoYU1I/uABPrefP2SEfBlnfuC7cqDebBgF84JQZpIlTGLhBTCGlVDYGlv91UIKX2Q0gi1saJ/tERCcOiLwJhVOXDoOL38q4mcklp189VhkPSsf/f1b6MCa3OxAsv2y+zs95l+ncPxoVS1AiCBVYTEKrZck/sdgWbdV1UMhVOnhdRIPGanhsBqNvEiFGh4DyI4XClyAzVSrtb5VlJgbUMTd82NzVhko+mEi1I2qrN4Fr01n24cDhlf5sPETWpFFB1PY0zqb/qI5izUBJYyGZzNoqlYZZCqbFLs+7bApvgSQq48bNsv2Owk5CAvUNoPcHiHgCkJLLmrmZmZcOzYMTh16pT0T40aNYI6deowceXdXDD8WZlYsWYoVn8j0zyWipfNcOm14S2b3nl/F60Ci1MIvcfSaGceOm7bpE7Al/ALkt+pepe0GAmsa5HA+utcIXSao/6iRudtHBoDl6DpK4VCcml2xPZO34LGsXO6+3fj7g2evqzzhVjW/n25rL20U0e8Snh3oa/dtMknr4r+ZUCoeIOHJ+d8jRvSFyQCi6YIfpeVhtyxgpX2WmTyfy67EK4K4Mv2tsx89GuhjbSyWW5d3wIDmgV+s7wDXxombFYTWPS1+z40svUkSMGVearQ3vKiMmmzJ+0KhmN8Wee+9H/Fh3mYfkWpPALBVEx4265cA1WtSz0wcZdSCA/Y/bQEpcxiJL+uRRKMQ18ERiOB9VEpCawbsTgKFfzwZxBRQylzyu+zMDc0CquIsCKocgk909Wpdar2OGG/KH2M1DxyxCViCqHG/it9ZAxY6KtNGYardS6lECIu2k8tM7pGw+01zEX+NpuYhfsIJ+pn7N2zD4XD05jyuS0zD6aQ4ky7H8HfnqoVQuGGK0KhElaYHP2E+rmoNnGXZpDqWSoO5UxUDt6GCkKKfd8ggbVO7bn16lNR8NAtYfDlzwUw6F01udUIUwvHYoohh3cImJrA8q7LfJZZETiM5rAvoTnsRCxLSl+yOQKPgF4b3sD3zLc7OHpghbEy0DdIDXH2pC1WJU1A3rNoXrTkF6XP0SOBiExtqAgsrLpEXkS2DZB6E0Rb2gq4eVo/xL3qINDg+LLOF+7OhfdRYVEcKt8Tx5bLVN4T94QDVQ0ya3yNFasGLqWv2drdsXOyUu7nFKz49Ae+KDWvG7hUwiYTslTqFrp3WeFNaTa0jsSQPUk8GWtt6iOp9Eitx+E7Ar6sc1/u/t4HefDOXpoTwou8XPDAfuFrqobBkt7uX+YkE3cksaTfU+lytmsmPRsNN19trpdwXzA16rk2BZbsTyT8Nmqeo8rzAqAypn52Qk9Ef67zaUjUkOLIFsUPc/UctP+VfHWrYGGRPyUCS0wSc01c0KlbXozBisPKnHamwCKjdzL7Lstwtc5JkUbKNO1eZCYSWLeZjMCatCUXPj+VD7+TT6kmZAWWI2EnfGATforeReK8GhLocgxCa4Avf1EzkUXo5RYiEvD2g2d3i4I61W0DvOcYqo/Xq599cuVhZ/tF8umiZyOHdwgwgeUdbnyWDgiQ/9Xra63QuVG46atX6QCfV7fUa8PrVWPL8KShy62oElD8EOjrFX3F4jAvAqcvFEK7meSXUHIsej4arr+c0gkK4dlkRwXWBlRgUdltCiob3kEisCjsGy3N11/yaiDPBj3Dl3W+aE8ukMKiOFT9c/0C0PLucBgcb14Ci0quD1iqJTC1L0ry5lqZVbTZTaiL/79e4Ma8yfiLmAYj5W8WD0uLuy0wJD7wCqzUo/kwNVW9iaevzPS12ZPQElj9m0aiWi9wZJ8nbQqWY3xZ575gQGl/i/dZBfcY+8+h8GNbA1WtS1Hd6i4W78uD5ajAsqVjK7+rb+GL4P34QsihLwJUgZQqkSrPPMcnanEqvYbUaouVUvtqKqX+9E8hUCq+NNb4P+524Vuk7fX0bbmowNKYuLuAJsISgiQaIIGFJAXmlxUXIZR/Q6WfdcdnGX18qogfoeRoih5YhRoPLD0yRlwTWPlIYNEzS60UnoUkzK12Ekbf2VO6u9uIccd04m64n+qK+yqqQknVKEtSUNEdtQTWYCSwvtAQWMr+xn45+z8kY6XlG6+ykV8fn0SRxcoc1Set0a0i4bHbLZKqmKqXi0GqZFInc3iHgKEJLDJsp/TAtm3bQs2aNSUDdzld0NPuyud6ejwfZ1wEdn5VAOM35sAd6BvDPlhlM056bXjLpnfe32UIPog+xweSHPT1ir5icZgXgbNoVdV2Jv4PeacsdUUun6xsUhc9H4MEVgicwKISvRY6IbBwU0vKKoq/JQLromj7if9K80a53tMPhKPkXV8ix5d1vghTCFdgCmHxC6X0kbOEHEL7FEmoZ4FhCYEnVAI1I7/FMt79sBqSOsR+IxCEhVw2XjhwSPMIOPqTrSgJHULvSYRFE9zo+iMeQwJLGwmo+Br2eODxpspfVAFMDNnI1pO+tZp6ES4K/Bf5dpF/F4fvCPiyzn25O1UNpNQ/VWj4gGsw/W+JBx5YNsKc5peaGJmAL4L3epim6ktf+NySEaAsCcqWkH7USngOUCo5FfMQR7HtvRFIYKnXulbVRKmGlHLoLqYhib4VyXQpsC34sltM6mu9KKkybuWYUPj7P7tSulhEW7KadtULMZiKJhBY6IFVqPHA0qq03LXbH393tc43oan9TDS31z6dZ3ePhjrV3GPqj7b58xpSajL+HmijG/pfdUUfrHAVfz4AACAASURBVO7zcuDnMwWCqs75B7VlfaKwMI9Cfg/GVL8vMOWvxB8s+x/Ju4083CiIwBqFBJYYI1tGQrM7LPi8L4BhpNgXJnwD/L0if0gO7xAwNIEVHx8P6enpsH//fmjcuDHI/12arsrnluYcPtaYCNh8PWw7223og0WyX47AIqDXhjewvfL96loPLMqBp1x4DvMi4GjKLu801Nu9Bc9FQ030TvgGi0r0X+JIYK0eGAPzMa2O9u9WfGfbi7JyWzjfDD/zYDh017myqi/r/B3cQL5XrMBytkF03m/6KknkBL3jmLF62DdYFru/piy2PMbqNBTHNTGkeaT0Ek4pK3L4K8Xvkx8KYARtojVvKXFY/XAEVkEMdKw/kgezt6vTxWQjW0/u3WpqFhJYSuPJJ4380jh8R8CXde7L3aW0P1RhlRSemrgv2oOE+Ye2l3ClHhhgNa8o+B96zXDoiwARWB8jgUWJeOofIfWzIQa/2WRpuAdnvohNMR26UCDCklDxcrNd8VJST6ehAmtrsQKrZCLKgtOG0hhJMV38AUt0Xi8m49TXWd4vGq6urBA/TdBY3FaYQGEpNqPnIfW1LMPVOrcpkuR1qPzGkg8n+XGaLci6gCwMtNENyStKR2055YJtLFylr9pPJO898uCTg7yqyLPKk5iD5N8tdvJPtrkRz6NnLj17P/2xAIajh7NIYFEVxEmd+L3BE5ydHWNoAmvMmDFACzExMRHq1q0L8n+XprPyuaU5h481JgIbjuTDLGljDMBluctmjPTa8JZN77y/yxBMIaT8ezmYwPIeS6OcKVUMxBRCSSFF/iwu/LjnI4FVCwmsL34uBDL7FIMqaz1yaxjs+kpbvpuOog0jXhS9FMSyRM/g18LuuOHSM3xZ5yThJym/EsIm32Hj6PwLKH2MoI8SZopvfy+AfljO26m/ipsN8yBM5SPVGin05GiFnmCD/OAJNhn9p9KEcu/y9ZvdEQ4jWwZunlFRgzA0K6YPTYs1aR2vto6Eh7AMvSfRcspF1YvtgGaowKrPBJYn2Lk7xpd17u7aJf19iZT2l6f2i6OULKncmy2ositVeHUXC/CFNQVfXLUqkpH4otgMXxQ59EWAFCikRClWXxUTQerf/or43v6fJgOb1jmtdzGaoll3oVBuzlOyhdKYKZ3ZFvZnUrHvmpqIIiP2SrFUWZie/cLdVU12fHYt6RMD11yqzOEmqMCix7sYoqVAWY1MSQqsGaTAoqIjobQXsXV2LvrH3WRC/zipuikRWJrnLVUgbIUWBe1JUS8zRiWMZd3rwuAL9DQlrzIy3L8cVXU/YuqqOHVcjV0XVND3sCvoyfuNPODEeBFVz+R3KX1Yel/9t7uvD4PJ6InJ4R0ChiawvOuSctbJkyehUqVKXJXQVyANcn4KlmqfjyXbKZ7G/OZndfaNMQgsAW2GXhvegHbKDxfXSoyZwPIDqDpf4sxFNFyfQWWO6b1KTn9w3LTKKQyf/lgIw1fIBu1yie4QePQ2CxJYztQGeC3puuqOdkX1VTdUYekZvqzzYgLLKWnjnLDSFvWJwI3jNjS7NVMcxxTCPkhg2b64Uzj/yu8MgYFxkUj65UpVKuVoiR5Vg/3gUfV/9q4Dvopi7w7pFAuiqGCj2Z/YK36KgjR7Q8WColKsKIKKvYCAgoWqooAgKIIFQRBUFLtY8OmzYVdsICKQhATId87Mzt2Zubu3hyRw/7/3BJLd2d3Z2Slnzv+ch14uE9zssVJVvVvLhb4LF4AtEmAwJPMuzNQJVoe0ojcK0EK2iZTpOnmxrk46IAtMJFJ38Y5J5zuPV3as3z+GNGPJ0jRTypzPJRkAa8o7bN92R0pW4/H7pddOlmMMGPACF/j4egCaHLVHfrbtJfnir39qDRhYQRs4dkFk3a4ott/hyQCwrnAALMttDkU8CL2mvRLQa2K2BsF0Fd7mkW4zzlhF0GJzYKd/k7ATaVd0QuUulpIRCArNxta/awsGloG1yR8/27uuLHtDRjgDCymEc2x9Qt7XKLDads3wmLAhnjcCYDkXoyzDfjvniGufNJ5VOgXX8jL67VGZrtGrSv13vO3mOeKPfx0k0ruGO8pzLB2N+mMoAEu7PKoTKBdw/H75AHXXIr3Qrvt9AZzd1yULYKXaVmoUgKVTCP0JY/hjDx48WPTr1y+SfphqBWXPqz418ASEO7mTx9hnpxwx7NwNPCpUn6rYYHdSVRPeDfaAKV4oCsDChIoTq2zU3BogmNAZDKwKzcCyJVYiD8bJCict736zVvSfigmJg1CQaeKnDTr1oXejjYVcTWdgsU9m36yCIJ2/sxv5maNXw4mkOY7XRAbWN7+vEz0ei3ah1O1BTnRDmFinHAiQ83/rsYDzJ8mZErV/AAuUF5Aq4ucq2FPubtgtPgcT/EzGk2+vhRZJ9MJIX6M/bMoJ7MYLij9TBNoMLmi5sM1G+jVQVeN5lNGDfBS7XZLJQkZLvBjzSpl4+j2yLnC+0UfTEILfUDoxHOAvU2B1NNxciMmX1yxgPZ3nz8S5ioFF4Ehv6gSXypS9f2T/57/EEwFUXwXA2ow2A1ehH/WPof4tdXDjxb2zysRLnyQm4k49LoqxE8DUodNT5XwAY1qF1DLUd6sG/fvPq4178VPPjh3gpawZNzftqjpiSzgcbsgI+86fQ9vmBocbieqKbchnSORaT79XLtgfuKBSFxh9LflnvXjtf0YaoKeBlhMASNZGt1FiNJXtkBb6O86XocfwoP0p/I6GPmMvVf3W21+vFTc/Y4+D3JTi5lSQPlbLnXLF0HOz64ZE3nXQMRstgMV0wwEDBmQBrFRbRjU8z7Rr5zqQKScb2p62GlZLpd5SVU14K/WhMlD4qfcXW7uHWRH3DFRqFRfxJ3bczh5uOgYGTzq1XfsbX64Vt0/3JisGiHXk7nliAX5nReT30bOgmu5CaANYqb1EiujOrmEphIuRQtj9cbYXO9dUvmoT1AwQMz4BTJHXvlhn7foeD1fC3h3TT/FjigjFesMYYV3B9jvP0FxTduEKUExkYajfMHe/zzpMAQaPg2EzEYyySDig7o0AsI5NAMB6dzFAYbmD7YdeAKTWsmrmWc9gYcYq5Jq51a65EBjOjMByVY3nMu0PIGeF/DC8cL6LHQBgjQ8BsJauXC9BjHVoo2QXTpX1Q5Ulv4++Eum31JFLJ0bOXSOmfeD33Q3BxJh8eXajNJk67Yc0qYVIl5IRQsDlr7aqV0u6C/rtQYid0QaYXaHB7pVgxZw8VLGidQwDgLVPIgCWxcAKvpl6AK2GQ7t0G7znLiOLAajhfiRgQZhjPb4/s4V5ZTjAKR1S6ZTKOPZuAFimdhZ+NhUA1lbVBMBS+oQbD4DFfmB0AIDFcWnJPxXiDYyxUZT3gDZZlF9LlJb7bXG7LWqJ3w19Srv9qwJ0/8O+eQI0tBhvfb1O3PKMvQGj+6WgzRmaERzawt/YyWYVJdPTcJ6VCJ0puTIzdjRdB8eNGxcp7/333xfLly8X7dq1i3mNZcuWiYULF8pjvv32W+lgmI2aXwMjMLmYbkwuKH5HEbxsVF4NVNWEt/KeKDMlXzG+VPzvV393Z2+IuD+QFXHPTOVWUSkU1D5nBCbLMttApxBG34wGsF6BztWA5ykmbC+kDt81T+7EuSGnPQFgRk13IRwPBtYEycCKnhly+o9lgFpoxnCloojunBqWQhjmQhndYlzQspY4AqDEQrAU1hjNpH3LXHFdp/R3Y++HA+AMOAFGwnktfToVQJNDLfSvx2LzA73YxL+TAeIJ4jNti699Lr6Ft+Co6LMu7JSb62El3jYBh8V3AGDdNNXTNPEegLpg1AfbVEIxjPz3Rz2WKXA7y0RU1XhO6Yen3sF7dRb35jPtiIXgOG8haP589qJyMWSmv+hmX7E2QF85E6mmXAxzUaxja9T9Uxmq+0y8v5pQRj8wsBZSA0v3917357JuFYBlM7D4fNtsjvZ+uWrvb30FQGCaDQgM7VJbtER6WLywtQCDkbT6AJaeAcCkgyLu64AaEzh+GG3hDVzfH9YIbnnjmJFSuCsc6EbBiY5xLATnXefFp2Hq0gDPuiEj7DsPA7AehrNjswScHTfkMyRyLQ1guRQsAlg/LVsv3v7Ge3+SGZ4LFt06NQdzIi+3An2K//NG9WuJJcv1GOaM305T2naLHPHkZeEAljYhCUovzEfqavk6f6yk8HzPNulvYiVSdxvDMdUawCIQ1aJFCwlapRI9e/YUI0eOTOXU7DnVsAbUgMSBETeHXZJDm+eKu89Mf8JfDR+12txSVU14q00FhNzIZWBefPmbn/5D5gKp7dmouTXwO3bsuAsbImUUAapuP71IsiJmQ19jCF1RrQlNhTisRb54B+mFfmqEmqCovVzCXfYMqDro+aXznY9fAABrAWn8ZPHYAvVmazCty11IhxO52f0ys0jfUC3w2z/Wi0vHahH3cLJBUOZB1D3ioCZb56Dt5IpuR6c3gR36EuzjycAKWTNpUVneQ0Rw2buhPRvniIcuSIxxcsqwYrGSzV+KvhhtOqLz5k/M+x5fACem+CDUO9AQuelpstr8m6fg/YlIwdhUwgWwGgBEeTpDIEo633k69U9gSLPK/HLsfjBMA+vl/64Vg2b4rDyme60LkKc589B80f2Y9L4dCbRBa1UHQRa6ymYj8RqgUDUFq6PD7gkJDkrXP/QfFdgw0l/8Fuh+pkM3ihHEaEl04zrMzMK8rwYAsJ42ACzzd/fMKBVz/6ufg3cXDbbxeGpHUUOKwBf1utyNGoJxBOU2ZIR959M/KBcj5kYzsB69pLZoglS4mhbT8DwjA56nM/qCH5dWQJPKT6W3AVS776E2JN+fjsYAsH6NAFgxaIQ4Yat6Oegj1Jj5JhhYt07F+GWAZL3AzjsNLD2VXsj5gt8W8jCsrTU2sc6A224PuO5mI7EaqNYAFh9h0aJFYuXKlfJpevfuLZlVCxYsiPt0jRo1yjKv4tZSzTqgF0CDrwzQ4KCmueKes7KgQWW+xaqa8FbmM2Wi7J5oi18bbXHvHXLAwEps4ZeJ62fLyHwN/Lp8vTh/FCcYSrxVC7cGTV+GQ+9sMQAMsl1UeEdhbnJQkxzoHegVljFp91ITXEp7Z+wWXtq6aict6Xzn4wFeTQCIFRqB8z97MUMXqDnX1yytme//qhAXP+Ix9mKsT1SyQYilpdF0dP0NPa+OaLlj6gueoXDfmhlx34q+gJlqdcNTZeL9b/13twe0/Ni2E4mTCWAx5UbeKp9Pt3lJYfS+CVWSCZrFKlsBWDbjIhPi3Ik8T3U5Zuxr5eJJspW8aLBZDgCszIwt6Xzn6dSPZDa9i2fS6v4BICcXjRN6RoNFr3y+DkxXv034ABYZMbgrY7GYLgvL1epyGTrp1MGmcu51T5aKj37QqVvsHIIhfII6f/2rf+2DByaQ+RYYNLdMtfuDAdi0PgSb1/FiMDa850TcWPUgZA9GsdiNs8D8u08z/yz2sF2GBrDWIAWt4xBt6uLfXXUCsKa9D8Bn3sYDYPmAnN3GzjgkX3z/53o/ldVqLNH9hkse3wFs0F/+dl0I9TXIwvPKQLmbIQ31ud6q36JA/vMf2uz7HscWCN7P2wC3biab0CAnc96z1gDjswyseF+1/ftqD2CZt0tdKw7As2fPTu4ps0dvFDXQ7dES8QM6JR2HNssTd3e2BR83igetRg9RVRPealQFgbfSY2yx+OYPfyTKMrCq+xuLf3+csHQdQ1e54J1Ws4ThcHL74tf1gbuZByKtOaIBYk3eVUIdEw7NOAEONVfDqaYqI53vfPwba5BC6E3aQkTL1bNx4oc/pIC9PeHkovTlGgZgfYex6BKMSXpHlSLATbapJRb9TCv2ClEHQxO1T2gOUFLmL3pi7+cKKepKcddUw7ePZ30DjEXaizFnFnpCzfJdBtbujXKlS2Ei0XFIseCizQr9bh387dqOhaLjvvFZVO8sXu8xsPxS+W3wG9lUojJBlHS+83Tqn4tmLp79iAY1GteHlkzPaKDu9S/XiTum+yBGDhaP1CaK9ClG6+7RplCccXD8dhb2LOOg5faEoeW2Bdal06+uWcB6Iu/pzmfXCOpL6c91COQ4MhXXgYH1UQIMrM2LKsS/pXiPTofYEMDWZC+FUC76HU2h208DA3q3+P2jDWDVgti2EMUg8v35r99nmddyn1/279ygkIYj4dmvu24PBtaFtVF2hTjhPluvi2U+eVkdsS00lYKCwt5Pg/GXg/GPR1yMjSzqIqUbYd/5WcOLARp64AvA5M0KK9AOhHjs0tpiZzCAa1o8Cz284S9Hm4echj5gGeTI5v/PB5OsZua+UKc7sgCsSE8T7EZZu6CWeLGPArDa0nBAMtH9muTmJDcp30Q66q1OOqzL/MoCWMm1wBoFYCX3aNmjN7YaOPG+ErF6jQ9gHdY8R9x1ZmZ2Jje2usrU81TVhDdT919Z5TB16Ns/fJr8PnCiGQZHmmzU3BqgZsKFALBUKF0rNemJBp24yF/003rBlBMXjGm5c55Y9KOeOAXsPjuTp7b/yRPXn1C1QHw63znTB8nCMqnxkafWf4kQ1IIngSRmzL2hZi0UXQ2sZg1zxLHQeVJtQgi6Ud5ySqG48OES8dNSJZSeSNwPLb3/QFMv1YjnvsUUxXPg0sS4AZb37xuW93sAwCI4m0i0H1ys9Dvk/2wdOPd8l0XFiTw153RoG/K3v1kvbp7KRaBfV72RQnj8JpRC6Ari08GMTmaZiHS+83Su77r7menEutztwcCaGMDAegMA1u0mgIXOYj3TzrDRUIuOp0ZcdFS+6HJE6psBOh1aF7k5hvRnvXS2dJ6/up3bBm555kbKpF51xXZbZuYuJQPre6Ywx+7vaMBULqdQ9hhpgobvAMC6CQysCGEPx/YGoH08TDDiBdNOmX6qox/G2EU/rZOp/zq2g37RJE+/yC2PGWXtoGnF0T9WNEG//+jFtcUIgLTTLZBWnTWpVx3UbXBdXDauVHy5xJ9HHoI1zYAMrGnCvvP+qEu6J+v+lfIF8z4rFwPBatupBgJYvquijYKeBi0pAnXsOyKUp8jmmW5z4W+VYDoZ+YzoDSeCrr5UQh7kD+Z48gcEsNZX2OzjbkfnY7wtgLHPOnGb0Y+xbM57jMxFcfohBaLnsZvOZk28bzje77MAVrwayv6+WtTARWOKkdPMftcfTA6HDs2d0KPJRuXVQFVNeCvviTJTcjfszP2AFCIdWTvczNRrVZZCzYSLADZEudYE3NSoC+uI97DwH/eGKV6upjrSHlwWw21bTGYko0uF0oniz/1CW++ZK246uWr7sXS+cwq4U8hdP6Fffz56JZ87sgpRDDcX2iMDi0ysmhJKA0u7VgopgnvjiUWCfQNDv9duj4A5/Bcn0mpiq3oNLB/9VZn1yA8CwNorDQBLar9w4Rbpnuwp+Hmt8kXX/1OLfBfA2r1RDhhYiQHxbQau9uztjQVeCFXBdRI87p7Vlo7RMLDO9gHrLBjAwoJ1/5ozqf8Ui2Raq5ORl0o8Nn+NmATHPh1boD+ZfnU0gPXT0mghqHiL0HS+81SeRZ9DlgTZErGCzl+TwFZxg+YAt0zzWRba/yuoLL1YTPVeJ75VDkdNP8WqXmEt8fy1mQEPU72nyjjvWABY5iA0Ee6P28MBMBPRZ1KJ+PhHtk3dL+gFvd3j0+FRsaFsgIiOcDOvU3X+9jcVHqDt3xm7zXkJbHYEAVgf/7hOvBxJKxSiEYClJwAwhUU3zAd+wMaWOWQHbEmJV26sK854sNh2VfQKfQKswkYARILClUU5DI50d52R/mZW2Hc+DPqIL37sf4fcWOBGwnH75IkdM/T+M9GGEi3j+Q/LkbYXnRK5BaZTW0Kb6ke8O928OOPIy10vxdrNFqc2X2zQyQSwvB0a73OJ/kZY1qt4/4w2ZGBF2KHqKS46qgCger54DWywu57FBqkB7Lp6ftTKomZWNhKrgRoJYH333Xfiyy+/FJ999lnMp5w6daoYNmyYaNWqVWK1kT2q2tbAifetBkXX3r0/cvdccdupVbvwq7YVlqEbq6oJb4Zuv9KKIdDxo7GAaLlzrhjaJdsWK63CN0DB978E9zY5uQtIi3J2kynaSkr4JKSbuGwCtavGMsJ0j2xAgYLwFIavykjnO3cXfQToajEnQlajX5fqqTUVy9vFNJC8Z6Ejkeqivyrqjhpo3Q0Ai6kfY+DmdOEYMK4wcW4DNtYNcN+7GADW938pJ0YNX/F+gxZC/PlwpKPsgbSUVIOpM7OxSFMbzh5QZhRGh6ZLPM01N4VwNzhqjfQcteJdv/3g1aLcwiT8du0yslwhdgvAwo0OQ99JAOvNr9eLW5/xQUHeQ03TwGKdXtepUFB8PZV4fH6ZmPi2n25naqyY5fVDqpafqizEyQfmiyuOi80+Suc7T+VZ9DkuA0t1A3Y/2HAzISZfEc3CJGOk/1QfwMpBX6z6V/sj4k/OA9PhQjAeUo2J6M/JgNNRFwDWCxshgKXAZ7+WJgDAapwhAKMPGFgfI4WQY4BKx/fCAbdpWEHNO3e4BaFFvOwBVDJ99Fn0ByYogN+/kiKARW2uuQYrqzG0jiYEOF/qW2aq5fwv0B6k+6DX4ByjEvbq826sJ858qEQsW2mKvqtSxqN8pqQFRc/HS6Gl6jOwWCd3nZH+XCDsOx86qwz6iH77vgap3ZQ84KZbYeqfTaqfW9rnvQCzkgdmR6cQhhXcBczjZz9ch7VkgAuEcVLj+rlgYAUZETidjncOHZTpjqoALHvex80ibhrN+2ytGPiCfa8uA4upj72QBp2NxGqgxgFY1MEaMGBAYk+Hoyj4ngWwEq6uankg88Svn8IP315YHrVHLlI00u/sq+VDV5ObqqoJbzV5/NDb0ItUfcC+SBu7r0t24Knu7y3W/RGMemw+JncSrHLTBuzF1uiLirCjts5yrNJlU/6dcIWa8OK8EL0WDWE0RQrCI0hBqMrQ33lBw30lM4Y29QfCJCOReAIMrHFv2MBfIO3erFNZxXY9V4XdeCLPF3bMN7+vFz0e88GWFnCjYiqcFKx+rxyue3mi7/GF4lLoZDHdUCcjqLU7WXgewOEs7EaA3bf79qmBH7xXX/sF4JVsfnZZTK/o5Vl1uwCW1nNJpF7aDVot24kdwbDc5QBWTgHAosNlYN0LAGs/bALINAvqhBi33BuLrOMT0M9K5J43xDHUBht7SZHYfsvUQMjxYHVOeNNfZNYrAgvommiWiOv2dsxeeaL/SbHHoKoazx96uUw890GZbIuRVytBAb+f3RoA1lMBAJaa//kaWJEWFgEUNJhVS3RsmSeu7Zh6CuGUt8vEIxwDvKiNol7sU7NSmxNp48cCwDK74/HdAbI0SK29ute7dlKp+ARMp3CIXp3RAe/qJQilKzDT7qPIwCITS757ALVmf0Dm6rwb4rPi7gFYMBeggY7rsZmwEOURSNCxY4NaYlz38LJUeryp3abbq3+/mhF21vASpK35/by+xniAgzuEgIM9MX58jXFER2UDWPfCNfklI4WyD76VDvvWQOTKq7AZH5UrI51QTSt7PGLqPEXWlRSNfofRY9b2YMz95qUQ+u07elajfzcDIHcdgN3twCw2Rdn5e814nvNpuRg8k+3d7/MsbwAcSxCRoFaHlvnisqwbYdyurEYBWG+++aY48sgj5UM1a9ZMNG/eXLz//vti+fLlol27dvLn+t8HHniguPbaa0Xbtm1FgwYN4lZE9oDqWwOXPFosvvvTXVAKcSwmbDfGmbBV36eqGXdWVRPe6l47548qNmx2hVx8cRGWjZpbA/O/WCvufA5AuV5YRbqc6IkLgQpOhJ8J0LywRYbN+gjj3EBrY598gB2pL7zSrXV+57e90lwUr/W1RS6CVhJ3LOPFJCy2H5OplH5EPamnFiytrPlLCj9IRzK/X4+lFRLvHqri91x4cAGiQ7tRUcCYQsYdsTDgYrrHY6Xim99NVy6cEUMVeBRS+HZFKl+q4S7c3HJORDreVe1VW4sCsLbLhSV8Yv0YHbfKypVCjP++g9s4J+OnwiJcRzvYza81xD8GdK4jDmlWS7yBdLHbjXQxHn817vWEGpJCSOeriwFYPg5AYKcUAQFXh4lmADOujQZR3HnRbmDtjQR7L1ZU1XjONB+m+6jwgCtnSkehawpeu/EhvieCdX54LS5q0VpLHNw0RwzsnFj7DaqnpyCorTXs+PvaAFFe9NLZUv0eq9t5Nz5VivR3M8VPiHEQ8d4xQxpI10wsiRhZqBR6E/TxXzqd2aa+F8B4RoVNheYbDTDe+3ad4P26dNV5SNkyIS8aZTSoZ4Ng90ADy2RbUWfyfQBYr37uA1g7I9X3sUvCvxlXfy2od+PPeD+dH4JA+krXokXE7Au6Y2xYLMcGFUfsmifuOD39jdCw79wWthdyg4UbLTU1ZoIxPxRpkdEztOif6PnMSUNXi1UwMIgFYDUCA2sJGVhWHxM+f6NGIbUK1caMfe3zoDPW9f/yJXBIANEKfahT9E4AVh+PAazW1PeV6fuuUQCWZl/17NlTjBw5UtbF4MGDRb9+/SJMq2XLlombb75ZjBo1SnzyySeiZcuWma6zbHkbuAa6Qv/qZ+YyOyK41UH8eANXxQa/XFVNeDf4gyZ5wfNGlWCA83fO9tsFANY5qU+ck7x89vBKqAE61tz1HFwIZdkOA8aZYDBVjAKxtrOWuqkcigyTxiQFhu1Vmrvjph+Du9F9kHZUVcHv/PbXmovVZf5k9vwj88UFR8YH1WTajWSusdoISkX31ZEpXUQXjAwk+2lrmhPSV7+tF9Qw0WECCCcPLYaIe65Mf4vonOjJcPhGriyK7L4WAJJSDaYp+CyD6El3eyxYrsPCheGmoWkWWSLXbg8GlhJhNiN4kt8TjC86LOloCwaIKV57K6QA/g+SAG98CQBruj3Jd/WzErm3qjqGfQK1dx5G/0BNtFRiSafB1QAAIABJREFUAhgfyhRBhelyZZbXA+mr3yCNVQfTlJiuFCuqajyX9vJgS1ipYM6NbgtB7ScDBLUlIEwGFr8b3X9YS1a/j9Ugcir1znOeAXNyFBiUOgrRHc7qmxoD62Okq30Mo48vflkr2Dfs3yRP7I95QlWHWmTb3+k4AK47pgi4us9zDRhYiyQDy+3o7GtSr2ysZLtFd4g67e6db5SIuxpX/Pc8GylbFIHXQR0n9nvsc4+GeUZ9gAl2Pwi9PzCwWB43qnQ0AYD1aAwAizIRUhfT0rK07zcPn/kc6Dee+eBqON9F93+xxrXuMANabJgBHQE5gTsyICcQ9p0H6YIdBxOZmhozP1krqOtlpsPKZwmYaNFpc3+kS6rN59hO034KYQjQ5bzmKVfUEdsgZVyKuMui/ckNhfIvBIBF7THeqwnG6mJ8yyD1JmK5Y9bUd1UZ912jAKz27duLOXPmiG+//VY0bdpU1odmZQ0aNEj07dtX/owgVosWLcTBBx8sZs+eXRn1li1zA9XAc6B7ksa7QhoToTMx1oPmRHwD3c4md5mqmvBW94ruMqJE/L7CBLByAGBVbRpYda+z6n5/FNm88zlqWlH4kywB744DAIfRYDrMwWL12YUeJdyYsKi5UzBKUZRfIUrL9bTFn+R02i9XXNOh6gBQfud3zm8uVq7xJ7Ok29OxLl7YGljes7mP7yNY7MgDiyQomAkL8Xj3m6nfxwKwBjxfKuoV5Ygr2xWIy8eXii9+dZGe8N3cdOvBWrgFTORN5nLfyWvEh3QM80LreCVSRypdgkCkIdIsx2eHWoOf9Di2QJBxoaMtzpUTfW/xev2JtUXbvXPEfABYd5KBZTSRq+E6dsJ+8ZmAidxzZR8zYi6cyD4ohxB+kdgdjo6phAtgFYIFNCuABeSyN6ozgEWdmhkfrTMMLDyg2+g3t4Go95TLo8dQxcAiqOTo1gS0bW4e0DlwLFKyyYhINqa9XyZGzvNTxgiSECxJNqi1RDc+8xYHYwF9ABbQVR1BANbjl9KFLjP3ds1EAFgwMvB7uOCx8Gr0jTM+XicW/6mONWMMGM7NkZL9FlwIb3nGZN+po2b0QcpWgX/Wr8srJDCh43CIoTP98xWDbcVsDRoCUFdLRyLp+zrdMvI8AY9DEXc/hdB+FgJkBMqC4hKwNb+T6eUqWu2WJ24/Lf2NrLB5exCoR63GmhqzoOdFXa/oEQdP5DA070OGxL7IlLhqQqn47BfdBhwKlHfO9gDTfzPm97p+mHJKZi1TW8sM/UcyR8kgdZnFPE/Po8IE54PqfjOkjT8XkDZeU99TZd13jQSw1OJABQXdmU5osrL48169ekkW1tKlS7MphJXVeiq53IdfKxNPvePt0Mh+xh7mtMZIJd/GJl18FsAKfv1nDy/2HHTU77MMrJr/mTC1YMDzio5uRQDWQBH32dDvoJ5CVEgAi742kLJ2zi3CpLs0ssHvX+kkpEhd6aV1VUVN8ju/e34LsWKNt4jBGHtQ8zypKfN/u8ee4E6Cc9djEecu74H5hwQ3Yi0i7coZjkX/Hiku+quizr5csl5cNs5nYJkOfq8gvfRLMLSYOnclJsyfRybMuFNtaRUwpvE50mHv8Py7wSJ8Ffpsftj1zPd566lqkXQdHMM+ko5hKrho5OIxkZAaWNKR3S9faW5Fn33pMQWi86E+COWKSF/TqUh0apkr2REqjdcv4yosdE88oGYAWFc/USr++/M68cD5tcXeO6TKwLJ1d/Lx+c0OYAH52mqqruicNQGOZ7GiqsbzB6BT8wIZWIxIu7d7WqaMMXXMDQrVkynoh7PoDHjgVMEibpg+BLaYjjwois/pF19vyb0FmS70ouk4Vkvc07lQHNQsMyBRIt9n2DHtBiF9V3YPfv0/BgBr5wwDWKEuFd6N3Qz9WjLcbpIC/XZbuP+82uI/O+YoTbzpZN/ZY4lr+PHTsgqYZ/gAFrWEjgQYZOpdkYFF45UFALF0NN82F8YbsTeOTrt/tfhHbqArFpjs7ZxxnW3kHGxqMpXRJZTFBrBKAWD5ffWR6Jtv8/rmdN5x2Hd+N/rWV7FRp6M/3I+PgQtyTY3AtDzZmnQqpz8Y6TalWbLR/Un8WmAaPMf0c0cWi9/+8dvsRDhZbg9HywizOGJbWSsiLyI3NrDBkUgUoN95KYV+J5GyN6ZjajyAxZdBXQ1qYJlsKze1cGN6aZvKs9yMnZe3sQMjI2C3jdTXfshrz0bl1UBVTXgr74kyU3JnAFhLpQW0iv13yRNDzsm2xczUbtWUwt3aAS9QEJTzVMiwW+CLPWOl1gwnTxQRtSbqbBJS24nPEL0vqBlYrjvcKQfmicuPq7r2IwGs15uJFaXRQEETiMw/GkNkfhJE3B97wxS69d5f8MZ7qLbvsHOVE11NiS8AYF1uAFh7QLdqOPSrGCuhscFd2mP2zBNXPVEiPkMqkd9O1GIsrHrSZWDdhUUK2YSRcBZ/hzbPFXefqRZtmi2hj01kQaePjQjWmmmjepx2xuuLkS50NhzidLgphJe1zYdGVoGyGieAZYTrYFid20enIavBsBQYC5CukmK62ERoyj1uaMrl4pN4OYAF5LI3uIDiQipWVNV4TqFlu690PTlhew8ntGlXR99/mIlPUOqZfvZBZxUlbEJh1pfLkqgFRHbeDfWSbnJvAiS51dFyGwBtrkOqAYB1HIDndQ4hdCxYQruEsISSffjeYGB9CgaWCzq5+0B0baZ7M7WqXgdwbTJaNFtm/hfrxJ3PRjOwXMOPb5FKe6nhCMt7li6HSBnUQQYW2afvwNVyPRAodoutdos/3tBUYgGAL91hB3FnXwQjrOuYUrF0ZbS73cMYO5thDA0K183a3FxItt7N48O+c24OUCpBx80nF4qjMUbV1KDb7hC47qpJG/6Q7seBfCzxIDYV9sKmAtvKJWgrPrRljMRhg7JXQWeCRdwdbOLzRyMN8W//OtrF0x3XdL1yg7vlTjkwu9GmBfo3ujXZFyapeR7SUrMRuwZqFIClQamZM2eKjh07Rp7soIMOEgsXLvTSNtSPtV5W1oWw5n4C/aB7QNcQBWZH7+Zrm/Ka+4TV/86rasJb3Wvm9AeKxfLV/gDG1ADu+m6M0R1C1VKDzpsjPHoJLLfrJ5+eUd3rhqwZUuzd3dWghdJDFxSBgbUWltQBDCw+aCTd2dbBqoMUwmKZQmhPg0+GQ9sVcGqrquB3PuD15uKfUk5m7XtrDj2mMTGEvZ8ES3Ys2LIqcK6VaxH0RPq7sdtQqqyJqqqz/yEt8AqkB+rYs3GuYLtwg6LGn5Dl5FWNHNAiE21dX35fMgrgKN0AUw0TwAqaj5t9VWSx6V0s+RRC/Q5V5yB3vgleOQAWU1GZSqHDnehfekwhGFp5kh1wN9J4TfD3ynb54qQDqu7bSPQ9/PDXetHtEcXISwessBmNqirn3RC9mOG1eE0djcDAeqKaMrCo/UINGNUuvC6GN24sNjerjbSZ3mEAlv+d+adzVki/1+ix6B6MxQelkK4342O4mr1ksySYHpZsECS5aardju86oxCgStWDBe3BwCpfZy/yMwlgXQ3A/r8/63bpvS35h90b3X9eEVhWCkBiuiXTLnVoAFhuKoEV7cbky+tInSAdX/22TvSCILrZFPZG2Z+BDamDDp106kw2HptfJia97Wt1KXaP3ebICLv4kWIwsLy2bVRvrA2JC6Gv9RN0tnRUNoB1x7MKLNRxyymF0A1Lvk6SrcPKOl46+72ovlf5XrT0QwBNbgQ2l8iSZrQZsCrC0VL3FoJcOZs/Oh2QbD+y/nRQcJ3C622QGi8lQL0wS20Fgf43v3bni8b46VTSS33riIK8jW+encm2UKMArEWLFol9991X1K9fX0ycODECYul0wdGjR4vu3bsLHte6dWvpTmjqZWWy4rJlVW4NUCD7ignF4p/V4R9w1oWwct8BS88CWMF1fNoDJWib/ki1MQNY7QatQsqB/x2SvUEWx8YWTDcY8AJ0S+SDmf0O/26LfnI3jxbgZGEFTWh13bg8g7ogWa0u4yLOXkBUdTo0v/OBbzQXy0uiJ7MUo2ZaW1g8icn9WEzyY4cxlZOTS7ld6k0c1Zk1rV0lCmD1QfrTx9iIUcw8tiM+NwEt/DtAS5bsPoo+pxp3YpHiCxVHT8zJciPbjW5rXCAuhXOWjmRE3KWOFRfCErDSrzJ4IXDhUUi7OMJIIRyAib7xgBdA5PZ8iN0yjfdu6If5BebIRe4+2L2+6KjqnUZIxzOySRi3n1aUELsj6B2r74nl+H3QtTB4YDqvGReOweJXmtuoqBEAlnevqrnYQDn7xhcC3BbfW7xW9H/aS+2Ow5DQdXEPGFgHNU1+jCJL7P45ttU9Bbop1J1MvIWF6i3P2MDLnRDnPhwi3VUdQeYLsdLckr1fnUYbSjH1CiRblaxVBl0mqXWmQ29mmN+UeR8TetqbaG5fzGN3Rx/KNG4dN4Ft1DoFthE3tgZgY0tHUBMkI6w7WD1yU9MB70ddWIQNieD3rgyq/J7wqD3yxS2npA/Wh83bI2wy72GYSh5PIiDZ978hj7fSAWM4+/KeTCAxkhbq5rnaXZLspcx++LxW+XAULBDdHi4WPyz135v+fqgvJ9NzAda6ICfnzO8udlP7w8XkCeYT1M9GeA3UKACLj6HBKv5duwxqIXf3Md20wmxDqBk1MHLuGjHtgwBmg9NBcTDioJSNyquBLIAVXLd0GWOakI6NG8DyBmXvYe8+szYArCRn9JXXRDNWcmSyTJBBClMb4fQ91LiZBfYVdwAZ9rzH+1eAIx/FOetjQ//nv4nh+O3nSDiw3QYntqoKBWA1BYAVPXmOB2o8+XaZ5yYV/+5VzUSDVzyTz896qClBXSvqW+nYa4dcpClEv8PrniwRH/5ApogOAj4GM8FJNdUA1qNgtVGUOgfHkm1Mke5E4nZoxtD+XQdtvJ9AmqcOLhp3wG7x3P9GWQgmpYHl6ljFujdO+jn513EsACxzbXD2Yfni4tYawIpmXPA8V/cmkbrYkMeY85ZUF8u8X8nAIoBlpDD3hpD98Y6QfVcAWMqdWcV2W+Dcy2KzhapqPB86aw3Yqp4LYeRDsHtNim6/2EfdP91gmeZFS/p/QWqTKWkyolaY6scOqnD3mYUYo5Jnlsz4aK24H4LzZsyEgH4RhPSTCaacESww4zaIc1OXqapDatc5n/4jSCFsmqEUwqugA/fZL2RsmxB19HujjiRdIxnXP1UqPvjWv6l7kG5JvbA5SBEbLFPE7HCd/dg+ek+0tbRaYOPFdOnUTqfJ1j/LoOOnLX5lP88kpO5ePp6s/GguTyxGrXLEMwGsXABY6c8Dwr5zCuJTGF8HHQ/pfFhTwwc41axCsn91X2DvEYrHLq0DnTf1HbsaVoGdiMz6sVMSL8QmyrlHFMh0VaYi6tC6lcfBXdchN0aOYfrwe0Yb9+s8GJVnOjXTqrMRXgM1DsDiozCV8OGHHxaLFy+OPNmUKVPE2WefHfk3hd2nTZsmWrZsmX3/NawGLoYzx/eGM0ctdCLUpHGDdrk3gwKbjcqrgaqa8FbeE2Wm5BPvKxar12waAFb7watFuYEn34GJ+BHVYCKemTfplxLZzQvQ23OvRVchCl5zAsXQTCufcaVZVjYYtnmdHPHs1bWlE9IdFKf14gjQy+84ver6Mn7ngwBgLQsAsLh7zF3ksJiCFMJHIimEYdMyl4EVXZrWKMn0e62s8uhkREcjHXsDwHogAMDqOxkA1vfm+KUXP6gTNeu2bpGpDtTiYXvUwZRdsg4SidunrwGA5Z97OnQ7nnnP1yhjmmCThrlou45+GwpPJoWwzYBiD4wMuit7Un7+kQXigiMVgEVtf6YQmqE14F75bJ1kQQbFdOxIb1GNd6RNPTFqc3LHPVcCkEI6oiUa0tVTaqX448vV7YvECfvbC01Xh2X7LXOggWUzJSmA/iw2AzVY3mq7xWLbemvEAQcckOjtZOS4oUjLm4n0vFhBQe9ZEKv/p7hCnHa/L8itGg2+H6bdetivszaNKvbuM8AShgZSsvECAKwHXjLF1+l4VxeOd8mVxDStO6R2k/9tpwqgJHfl+EdHtOuMQ2PpNMUv0T7iqgnQ/AOAJcfCCNvWqwrjxZlmFTcCwDIX9zoFN0ykW7NpPkbaIb+vb/5YJ0Zp90iveyXoWFruXzBVAHENmm3HITo3MLg2CDT8W7Jegq5umKlr7u9OwkboKmMjNFNrmrB5+81ToSts6ILdie/k8BS+k2TbRGUdrxi7GuBUnCcPypJ/M8Nk7XV7pBTp15CnkWmHbJs80wQlg0ElreXYA7Ia3/zuj+mjAcZyo6/tPcXoqrw7cIo4qCndC511bAzW2DMwtKifgpNqZdV1dSy3RgJYYRVJR8IlS5bIX7dq1ao61nf2nhKogc4PQSA7ktbg9QKyb7F3PQ7fNUfceXpijkkJXDZ7SEANZAGs4GZxAsR6i435+AFIVxiMtIWNMVwA63bQzlvFcaarifXg6ykQfPJSvOSDRO8eU/CWwqwRm+7Irp/SAApbYG1RO0dM711bCskq9yUVprB2VdQdv/PBC5qJpcXRaVrxUggnA8AiW0hFCEPCeCjWjvYIMp91c4ATZNnUlKDbHNNldDDVjboubtzw1Brx/rcaUDLZZ8GTZOpoEcCaBzBHx46w7h7XPbGx7jaIR5tOWz3bFGBx5zOwaB3fZJtaaLvRDKxmDWuJhy9O7B1IFlXUGw9+JqYPMo2QsRZb1HRCM9tKp33zxTUdC8Q8sMIGzqDrmPdrozKry470NLhJvW/spP8fhKA7gR11wr3ForhMffnsH0x9KjquHb1HYoAK2XJS7NeIoFSf80eVgL3hL4iCACx3obXHNivFhfv/usEBrPvAwCJjVUdQL5GH6pkDsfpV6BZPus8GOCNOl6xep20ElXUX0twPSyHNPcjq/nnY2dcDczaZoBkBHd/McSAdVl4y1453bBADK7MAFhlYft+iiMhks9h1aOpucSzkmKhD64VRN436ae64MgIbKhPwjdiMFrthuF1IqimcZWsrRIch6K/k+kOngOs3G3+8e+gCiLhj04AArRmzF5WJwTPLLbGCTGWVhM3b+6Oe3zXq+W7osh1aDXTZ4rXZsN8TwOwD/bSoeUfAJuSky+qApara4FXjAbL+ut7rSszNNb3xGDyT6QEB9zOwIdTr8RLxlZGeqlnTkpXMCwRMAJmlYabJyhvR98m9LILzxoM+fUVt0WCzxFjXqdZfTT9vowKwavrLyN6/qgHJbpH6l+4gYQ8WjbfCrnSPxCbb2bpNrQayAFZwvXUEgMWdOR3U26DuxsYYUQBWGvou1bl+NIAVvAS373wnUNF3QkrXmxE6vsGqMVS0JPPBmLhvjp3aZ0EN5wL4Buw66zgY9PKBSJuoqpAMrAVgYBUTZLBrgIDHIzFcCG3NnrDa8/vu2sDISoLIGDjklQCx6qqqk3jXnY300SGegCyPDQOwqI2yGLu11h6MtZbz6sZrK/sACGuwWS3LSXCnBrni8e6JtQ83TeQyuFuOeNkHS8keZPk0SHGDoCwXs2ZQ14XtVTdjuv/yLbfxAKxEQEstfsty5YJwsM2w0YYsZIXd86LNPtL3MhU70ltV8Y70IqQq9ZnE9DbelXpvvTsU4t1DowuCzDpqF9QSJR6YxZ91AYB3kQfgxWtXExaUifEL7A8kiJ3opsE03FyIyZfbKYQugLXnNqtE1/1/2eAA1r0z10i9QNW3kEnFFZtdE2TSzMX3vxLd4slDAwCsEHexoPpMlVkiGVhOCuFzALCY+p1MUE9xIJkhxmn9IXdBV9KqDgJY5fj0zScaAwYJGcWZiCvBwPqcKYT+JxJY7HjM3XfAHJ4RltoW9D4CC9PjbAw86S6wjehMmGww3ZJ1FuSEbpUVwtwuwni3DujEbIhym/Ey+rpBHD+M76A1skpuykBWSdi8nXMOE3znnINzj5oavnFGfCDRdK68ZVqJeOurELV12W51/2R/95e1LYBbbj7SRUvEFwDAdAwHSLlHYzCwAGCpsSE69ts5R3xMMxcnFGvf2zA1zp1yRR2xDcbpbITXwEYNYM2aNUs0btw4m0ZYw76AEwBglSA9K4Jky5mz0yvgZ5sXVWDHPnmHmBpWHVV6u1kAK7j6XVCHjkd0PtoYoz0Wm+VYdOqoLqkQma7rML0NglBSW8EIMmKWrYKjYCSNVAE30fCN/ZPNwcB6Fgwsggd0WdVxIABQWr9XdlC3iWwCCibXK8qBtou6omRgvdlM/LU6H8tLpGzLnWYVu2ydI8ZeGs7+mfRWmXjsdQeRktXl72aaz0Udih8NAdTI72oYgOWKIbdAquXogFTL+5A+NQuMKqndLiMI5LPHuIPRHt43ACY6HNHpKJFwF4NXAMB6yACwWP9MTZDOiA5jrikYWI84DKzT4Lj6j+G4ej5SAc8DIMN0CRnWwi14IXE2HAgvhhMhQ6XkUCzGB3fJYroVwLipaYLkOytFsTpM6JUNPdu63x9Qu4uOaKZbGr+rUuOTOBsOixfDaTGRGA8Aa4IDYPWBiHsHR8T9nBHF4o8Vfr+8LdgFT4JlYEbPx0vF13Bo07EnGFhdq4CBZQNY4YsyOv5RW5Iak5GQwJWiJwS2roAfppou9vyHa8WDs+0UwueuqQsAK5E35x8jwYkZtrHFDScWSi27qo4gEXdTjyrd+6MzK0XV/a5OvyD7RTHdlaxBxq3QC3sTumE6tAnCswvLxfCXXYOQ+GCF1zHhD//7SMckRKWEmlpcug83+3LnZ0437zL5yIAdIA0r/KhsBpYrls85B+ceNTVWIN34VJ1uHJWO528qXtupyDLBuAei/HMBMsvQ3ZGxKREB2p1155XtCuCImw/pAJUmq4OaqHvv4AJYdjvdd+dcjLmuiLvZp9lrXNdps6a+o8q87xoDYFGoXUe89ECmElLsfc6cOWLBggXZdMLKbEGVUPbxHhXfn+YED1hh9tKVcEubbJFZACv61ZORwDTXdcZmykbNwHJst6k7R62GjS1mQzDWZ9SEbKN5D00Wyy9/V0TsyCM9lNtVOZMqgkecyHInrs8kn7GxHyY393ZJcpWU5Atguz0dYIQZ87Bg5C3zOx/yZlMJYLnugDsArBsfI33NdSEM6q1lWqXHoDh2r1wvfc2e4fOYeTckBtIk+eiRw7k4fvhVbYkuxOkH50PYNTXmQZuBJZY2Yz3gE88HuKgpAWuDfSLbhPkE0YDW1th5Nd0BdwSANS5BAOtmpIm8baSJXIVJ9wNz/EUgn3cLMAGVMLbDtkNq4SOX2O+AekTUJdJBAItCtnRcks9hbB5HlnA+NiVPOwsi7ZcA6GEU41ZOuNc71ytWp9AqFqR6P66Dp5kCkur7T+e8uUjpvEfqc9l11g3A3AcAG2V9eo2/MK9CrFnrv+RTD8wTZMIlEkwffGKBLeJ++XEF4pQD7fTeszAG/WU4SBJE46LHjB6PlUKrxV807dVwlbhgvw3PwBoCIe7ZcG2N0Ph0FTqdxVw4/q3CpsApXJRGmpz3l4igsnFSCJZBIeyjEkzZNOvrOQAmDzmAyXQwZvm9JBNBmyHURSN7saojCMB66PxCsecOmbk3BWBxchR7DJ18WW3RcAvV97q6fTpldtr75WKkTH8OAIpkzpV7jaDNAVXjqTpT6vdFd9eVaJsfBjBX1TGxgTXXOfE1AFh3sT8xHoEMPTL10o2weTvT7Zh2p+Pec4rEfrvUXACLz0EmsHzr+I+SINPfqk4RrCVGYmNpN8MJkse3GbAKR3qbJFETOIw+KFBKHRjMT22m0fuJEvHpz/4CYChcfVvC3bfNQOhCcsPT28w0Xy7df4PNKILbrAnwptseNtbzqz2AtWjRInHxxReLhQsXRt7BgQceKB599NEoZtWyZcvE0KFDxYABAyLHZgGs6tt06YahhE7te4wGsMIHJXdQqL5PWzPvLAtg2e+Nu3DcjXPjQDCwBm2sDCymHJCB5bGQ2u+TL647PklV2xrQ/MMEY6Nu3euOKKxtOggFP6Ldd9UtrAWr+DqCqUgUfdbByQ8nQZUZQVbjTNlh6o5iYBHAKrCxFdzQdtgln+SIQ5v3KV3TXg/YJTd1xDwgj339dccXAghQ+jBqqqlmjwSwXupbW+TnJrdYTKbOboKI7TuGiO1ujXLFyK7J17sUIoeIubmAMl3UzHsaOgsC1nRgCws5R7Ztt4vyc8Dg8SfIOwF0ejwGC47vds/GaiHS/+lSy66bKW5KR0bFVvVykIonxGLpomS3TwKztAQ345Rhq6UTnI4L4Sh4FhhVFIOOWrSFrOGoG0L9EAZFiylebAYXUVxMRdIyLQdPtcJjak1r2MxXVQQJc/NemFYyC+lxpvFMHtr5WmODgw6CXPwkEgSwJoLVaGbMXXpMgeh8qANgDQeA9a+/+m24eQ4ALPvdRTGwAGB1rQoAa2aZmM1vgJgDW53XTlyQkhpYNEeJsCoCKkwtK90+wm7H/U9Cut5eyQMyQYyfVLTX5FgC4NoEJ64Di669w6JLpD1k+pggAOv+82rLNNhMxGXjSsSXS3TjVy866J1NvRIpwfXUeyQ4NF/Oq9SRBCCpGTcV5hOjXwlmYMWGi6K7Js7POE9LJ6h7RP2j0LCaoX2HD0AfcW+kh+ugTtpdz2lwTv209Z65cFZPfjxy7yds3t57IoCXn/yOaRje+z4Zeu/p1Gs651JPkbqKgcRmFMzpxMsB0gRtBq6CNhs7JN2XOGBoQAPrA53GDtBrvBZp5Cab6r4utcW+SBFsCwBrfUiqMyUGqJupIrLV4zXU6Bp4omdt0ah+Zr7JdOq3Op9brQEsAlItWrQQy5cvj6pDugyaLoRMFzz33HOtYwcNGiS6desmGjRoUJ3fwSZ7b6SzcleW7g1mdAIDq7TMS28wB4SAHPNLMLE7y5nYbbIVWgkPngWw7Ep1Ler1bzdmBlZbLFTmY6kcAAAgAElEQVRpAqXjoqMKoemS/OKgEppnRou0ASwHNI/aoRNycrHEEFGOdTO3w7mxCfSFGnsTElcAnPRz0tArM2zHHnWlOWA8cLGtGFgqhdBdbGyNRcZTWGyExRNvlkN0OnqRYUq169rcG5NlLsS1gL27DN1lm1wx9pIiqZNEYC0Xs89MwllRABZ2Zbk7m2woYV8sZIzJahiANQwphC+aDmxuqoPxb11PhQCw1pgAFlhwj4MFR5FppjC4Qa2YbaGBdEhz7OA7ANY1ALCGGgBWrGfdBQysG05U9UFHQsapw4rFihJ/cs9UtqvbFypdGCfy8L7kYsIJMt0oJs/4F2WdgjLN2Avt/0G0/zmfroOwsWYl2N9gUBpdsu8tnePfXbwWdeuBEkaj7AUA6yUw7L7/y+8kC/JqyTasoy2YN9eDgZNI0IFwIoTczegK0PC8VvZ7P/PBYqQxcymk9NUIes68zkkhBAPra4OB1bTBanHmHr+LIw/7D47P5JcV+8kGg4E1h66aOms1soCzV4mzoBNUgkc3XQhtkMvplzX1wuklUk3Xe3bhWjF8jq1dlQqAxe+d370ZVd1+9b0EuRAOAXi8f4aYOErgmgt1s31FowFmvdJJjuOTXthrAPKpd8vBmHXHFvUkVruIoKL8TXT/w58OAYC1f5oAFsvhPfH9LlkefB3v5tTzG+PDABgLHGIYCxCwI3BnxrEAXal3l26EzdvpmmsK7NM1l+65NTkex+YZ2fN/r/JcIJ11Yh1sGs7ApqEbJyKNfbW3rxQkExFEqNMsyuvAZPvIYLLp78dnYEW3ws3Bvv9XOk56YBsnOLoJyfbr9W3ep0J9Z+o8ZyO8Bqo1gDVlyhRx9tlni/r164sXXnhBpgIyPbBz586SkTV58mRx1llnyXTBUaNGRZ6yXbt2YuTIkaJp06bZd1+Na4AOTh33zYuiVXeC48caahu69OAAAIsT9gFnpt/hV+NqqtJbywJYdvXfNr1ULPgyWvx4YwawOmChWmY8MlOILjgyMTZBlTbeJC9Olyy6ZYWGs3babgshfl/hH+1PqM1Zifo9wYedAELooAAohUB17AkBULoVVWYECeLOBuMhH/NXzcBaCgaWG9RLoqVzWMiUJ73g9vroaM6s+gnBKy4i+mHzQobTp7OOzsVC3dQT+j84XjKlJBPhptftun2OGHVh8vWu0uBsa/WwiXLEgc2enzqPYy7wKqRjlZmCxnqhSx/BwsEBTE9q90yBG+Soi4qQgrdGvLfY/2Cv7VgY2q5rgQpjjrM7A8Ai4DX/f+sE09YYBJsIOukgU27LuhViOR/fC87Fd22UI/LxF3+X2f89hW/JVGJQT+vU+0tkioYOPu+svnUlk+k+CH5HD/UVuJ/CqDS6TLSJRMv4GPolFHB340ywy94Cq+/Xv30Ai98UhbJ1JNOGx84vE0zLNYPgFUEsM858sETq8JlLJbLnyKLTYTGwHAxhTDcId3sgZaJ1kOpxg2asES8TwNIRYh//Yp86UiPtVKQ6+0s3/k0hXy5jK4x10RIp2UNTSMmeDofJEUxZM7AJkymU6PMr5pCfqszzdPpRomVU1nEKwLIbQzr6UO59+g5tsVkmpjj+ADByX9GaRChwT4AqDwFccdPT1bV0R2oDRLKVBOhV6vvTLJlM1Ov10K9k2rCPw3qt1QMh/PHPb0iuiPwbX66VqZNmHIP0+v4nJb+h4j5T2Lz9crDjvoiw44QY3hXi4+i3N4Y4F66sv0VARb/e6wHAej4AwLofZg0zMG4G7pCF0Pu0mUbk/XsVp9NT24CVra6s++UYAJRrPOBck1ILNxptgU7PHBf5/3b75EU2QzeGd5fqM1RrAEsDUxqo0g9JEIsMLAJZ/FOnDPLv48aNy2pepdoaNvB5vcaVSvqqTi3Ql+9wzypRJgdYf6xy/6FZAttsJsSUK7JC7pX16rIAll2zt8Ci/q2vMOg5K/QNJcJdWe85VrkdBgPAMtYe57UqwGIqdirPJY+WCNqi52JBew70bw7ftfrv8lGniGBD1JTDmlj4/9gW+h1/rNCLVrNBRCdMEAAiEKTDTUVINZUtmfYgF2dzzd1ssm0KpLCwZGDBhfAv6UJoBwWMKWQcFkEL7jA+P8WVmUbJHUxZYw5SsTMW3y1BtX/hI38Bvx3qeRL0UjIRLjuJuhiJMLCGIAWq8yF5gql8DMkisnR6hHwupoe6oQGsIK1z1ZrMBqb+Xgh2zJpyfxK+3Zaq7awG5tlk21rYmc0VzSG4ztnsyQfkCckcgVD7EbvmAfiqsBwGyfy5BwBCwIAa9Zp2Qf33RKof+zm6ZRbiMz8ZANbKkgh1xisG92YYG/B+Z4H9w3vgvbhB/SYNiBF0OfMhm71GjaHbAFJ++VuFGPNKMIjM1Bqm2FRVMGWEqSOJRD4YWKbxhdb4SuTcoO+JmmMXHmX3uWeAgfW3BLD8oIMknSQZFCkeOXeNlf5pHnvn6UUbrF+2ACyTNeUAWQQ16PrmavXJ+45Gxb3H4XfgsRoiD1ghXrmxXiLVbR0T3UcKYbqXJVpgkBA/WYsn7F/1zGUyJ1nHZqQqeh9UH67zpX+M/QJnAKysA7dOxuloy8up58Z/et0hF+8LMNdaAKDHDnVABVLUa1EXTTeOiCZWMGigdYoSfYexjiMTk4zMKEBVt0i06wp5b/73eQe+tyOMedDbAL1vnspNLP9+j9krHwBW+puDYfP2XjB1UOw4FZkU789EvaZTRpeRJeL3fzBOuc7PnnGOWzbNOJjC6b8hr30azdTtcrSB0Y1wc3wPzrw6BsDN8RC4ObaBC2EF2iHtfFwHarsDC0HIjJtss3e+nJ8xBgHgnfNZuZc6XUvUK6wI1NtMp/5q4rnVGsBq3769FGJfunRpVBpg8+bNZX1/++236gVn0wVrXPu7+JESUR/pKaT2muG6npm/44J4neFTyvQXpsFko3JqIAtg2fV6yzMQSP56bdTgdABYJUHMiMp5K6mXStHfcaBcc+2Zg/+cenCedJmLFR3hQshFsQ5TkDnovMmg2D9q0P5pQc6FSXWPFz9eq9I+IhMge3Go7t+f5BRhbqGdxrh+Wo//hCW8aaaTrgPqD3Uf6zOwCrCueQkMlMoMiyllXIiL3n9+/lgMXtBELC0ujJqU18Yig8yIsHgEO4Nk/7j1o/Sh7MUE2Qw/Q/z+GmhxBNmSEyBiOiXZcDq2g7saBbwzETchve4dg53UYrtaYvRFscvmpPgybLZQrJuMYcbfYBGdQUH8CBmglujTKV9QH86N+5ASN2tRNGvTqi8nX6EA6WBlRgohwTFqAwXFKRAIb1Q/F+CkAn6ohfTnvz4b6EYsiAY8H5yG46ZJUOD9IgAltwLA0sLhJwHAWkUGFjsNjr0y9cEGtDSARfbKdAgvm6L9vKcTsXC/Cgt4BsXpOz+k9bPUE22GRQZ3nNchV3nGR7qu7El+VadgUfy4zySml/nvIWwBSx23ciOVUmt8JdKGudM+OfI9qTPOgeYY258Zpz2w2nOH9L+xMd3qgFWl/k3GE9l4IZIsYiCY6weDwb4hQrl+2e6NQdcl0M/7JTinQ31iZlsIQbKcNaE2qEjm+XzRcP+sVACsIN077WCWzP1UxrHt4R5absyheY14mmG/gF34ktGHXdI6fAOL45rS12PodxW9YOd4x3GPccYDJehT13lHq/Z7M3SwKP5fagD5Ki3Pc41IsnLuhwYVdYgyEX4qeggQEdBEtTC9vv67MNroD8MNMyojhZDSCOyy2X2zffvvRogNycLMRL3HKsN1ZdXHcnOERgxu0PXy1mfoOOq8LL5SZ79Gn6uZ9K4UAXUmj98vzxNx1+0+wSeOzDfttmS2hRsAmL1vAGYsmY6tm3rUCABLuxeZL0uDW2Z64ab+Mmva858PyufqsgoxzUlPiYjyBXQkHPAkG8RA2SkwTKHhbGS+BrIAll2nkYHLmbdQP4J58NU93IGQ9HHSyGNFBwBYpp6LKcgcdB71kJjqpGPLujn4xjPDoKnM+lUAlp5QJrBgsm7GW0Q6TABOGgswZ2Z6lBkEvjpBg8GPCnHbabXFkbtlZoJtXovvjroytCpX6V02qMRJ7IpfFID1lwSw7CCbZDa0acJiDMDKpwFayoixsVgbIMyLYCh9hnugFkcQdZ9gVcud86CF5Lef7cE+mtgrUwDWGgBYPji2K/QXuQsdKz76HjvlAK7/b3ekPno6RgSC6QJnxgtwIKwbkOl4L1LiuIgICwtw8uqvdj7eWbl+E2BkoRGtkbqQ0XEyAKy/kc7HlBRbVEMde8upReKO6d5OfwR/9cDWCC1MXbgBSCuXHlMoBgJwYHoZ28aJ0KTkOK20O7gS0gCO31Kop0T9JVreUwjbDTJPyEBh/Anh8bOH2wAWmRjHgglIRuP7OjXHodxcgRRCPmtVBTVPyBy0wLkQLMXVAtsLKVEPIiUqkbABYXVG0KbBaQAW/ym2F/OjkULaYjvVhyhX1aD+TJU5+Jza4oBdNsy8iQzAuWYKoQFVmLDsFLgo5uSAoYf0SCsC+5UKACAAer3NlSBBeLKAk4lpYKmOtFiq0Dy6oo6gK2gy0Q8pZgu/4/fon3dlu0Lo11Vd+9X3HyTi3hemLO0CwHd9zoVjSsRPy/z+pw003W4I0XSzASxdQvSH8jI2nrWBk9KfpPYd+xd1zi0wbSBzb43sOv0G4ILjkfcS6ct4LbZrG4Wgxh619jIRtwD4oAmVGZEnDOkTXPfmDwBIXA9gwoxjwLrp77Fu0rlPztv/92c98dZvO8GF1H9vdYCBM/1dh5tynM41q/rcLiOKxW//0AzGvpMwCYR3sZFFRnakbZntB+w5Zaxih15rciP7LWxk6zgKcwMCrmRgSU61dF0ObB3y97zJCoDIkoEuI7rRHAMTg/4ok8F2wvZiBjf72mLM5ObGpho1HsBy0ws3hhdJ7a/nnntO/PPPP2LLLbcUrVu3FqeffnpKYvQUwn/mmWfEa6+9JstjHHPMMbK8WBphBAhjRdeuXaX+WDpx1vASuOisF5y0bAMLaB3uAMvdXWpkkG2Vg/+b9uI851LsBnU+LH3abTrPsrGemwWw7Ddr77x4kyr80RxpG1zsEVzVu4rVsU1cP6UE2g3+hGYPOJeRAUkB6rBoD5cXk01g6tkEneMyfbaok4MdsOoPYM1A2tr9s0OYKnKOwbQAzQZwn9ybeEdmLRVic0ldDwde6MS2qtSeZFPo89kMsdU+/2Wd6A2nw3Xe61a6StETpYfB2vjnl48g4q5cCN0ESLZyshnCgmlK0z5QkzlbDNVYdWKitj00wwhEBbkh6rKbIS2OAtimTkfjrXLEhB6ZaT8u9X9XLPapGxUrZkAg/UEIO2+PTZIJcAZi/AZW1rlIWdARq46Yfjh7UbgLYVMARd9xkWHMljnOmcYJoYs23ABTCHmPPuHHfse3nV4obsOE2wq2CS7u5STbPn7nBrXEj8vU7JvaHjSuIABqh40oaAH7EUghnB6QQsjdae5SM37HIqPLSBvAIgBG17jPf1krflxqzPzlralrnY1U5Ith+lJVoQAsO+Un2BGPcxWI2Rssl0SAUv1cQQAWdba6ey6O+rjTwACknpgZI+CouTucNRkvwfXv3lm2DpN5LDWiqBW1IYKA6DytceQ1HdXq7LbH76s22sIZD9rtI4ityfsmsDf9/bXQaLTrgb8joJqsUP0zYKiMnlcu+0AdkzE/bWjMTxOpL2YXfP+XvVlQ1QCsvu8gEXfNIAl7tgsfBoC11J83xGIKXQoG1rcRBhZL1MC3XbrJIHkFAu4DntdggjpuSwydK4q1FYg3vvKbCsQS+UOmFNaSJFF1iN1HUWOSWpOZCGpX+RsGiYGb/U+GM+aePoBJDS1qKZlxNH5/M45LNzhvH/HeTiK3oJ747k//vXETqcRg8tLZVqfFp3vNqj7/vFHFgcL6/Hb5DQeFXoNavwsBIJnGP8nbSPPfv2rfTWE+Qya7BrAUgGr0SRIc876FsIpyrmt+Y9QMXYiNNMVA9L+BepgvPp+h+WJVv79Url/jAawgdlYqFVEdziHYROCIAvVuUN9r2rRpomXLlgnf6qJFiyT4FeTiyEKYdtm3b9+o8t58801x5JFHxrxO2LkJ3xwO1OKwFGGnGLsON0dfO2Xx9xR+91kEqoM4uGmOGHhWZhY4ydz/pnBsFsCy33JX7ET+zJ1Iy+ZdHUP2xWqsEyngWwd/H3uJr3tEAW2m0VR1uO4pZGAxveVg5O+H0etdAOsk6Nlc6Qk8Bz0PUxSfeMtfsG9WGymEMYCcqq6TSL8D7T0lbhu43R91m+6Ov3uWZrCEPd/NU0vF20gjMGfkmZyQzIdN953PGcBFyMRsNIDXf8HAuvfNJuLPVWi4AfNxNwXSfKYOADj9BWR43dFtdjTYTrGsyAlWmWLYvM6OEDAfBxH8TARTNpi6oSMRYGEU0uKewSKZM1C9mOU9nj+aQuRqPkkmARkFQXEvAKyXCGDJFLzo9JcdARj9TNDGq3cFVmlgU9en+fLsOqYrIcFXiZcEGJ1Qn4PAXaKxA5yPfvH6ODKjCF6ZC3pZDvVd5D2q0FblTGOcLsFMu7F1pPU4ROgZv8K58/xRvB9/gk/G0jHQt3r9i3JLvN4tZ9i5RWKfnTYM6OLW14dYQNA52U8j9u7f3fL3vmgTUqG22FgIrMcLLvyZ5jMbbCXzMwxivVKD7V8s8M0wF+nRphT2O8lkSlW853JFuiPHO33SY1hQsw+kw2Ik+I3Jzya6b6EeIx3hlksgzy6MCzuWlUwo8XUbrU0FwDp56Gqx0vnkdEpuMvdTGce2h6ZluUMIjXdvLoDVBmDzDSFueQq8c9mi9rvrhFTsa2AuoYO6otTdCw12j+wXvZ4o6q1Gig/vJ01wN916vQOg/uuGmU/I0GpdxnXGVACWDYgfvQcALDDP0o1HZiwWs7/ZWhRC5+APbBjo4EaDuRnBjSGOuRtDkG36KuY8pl4rn2snjK+Pdw8GsLgxe8J9Jfge9Hjrv0l3c+L4/fNF7/ZqDKN7JF0kZaBdFmJImtGntjgO6bnBYQBPkUuoRhv5p6PdxfGwP3QfGX3A/GUKu9vH0Qhl3g3Ja/1tDO9bVj0AoOiti2rydDpNMFYKYTW+/aRrkYymp556Shx44IFi2LBhEddFitlTC4w//+CDDxIql0L3PJ7gFcXuKXRPxhVBsrFjx4p+/frJcmbOnCk6duxolTlmzBjRo0cPed7ll18eeL1GjRql7fJIt0Hmt1+CXVXupOloi05gvbF7ORcLA+5IM64Bo2DRT/iQjfGwIejdk0HzzkbmayALYPl1Kq3AkZaRaDwMYKAZ2BUULe4N4FWzNxI9vzKOo4sW3bR07A4Ai8wcugqG7cYfB9cizeLheZ3ApqBTmQ4Kwi7HQmobL81iPFIIJxgphPFEwCvjOVMpU1sgq3MDJsKxcK2AGexucLgbGcPhLsqZC1eNBYQk8kwXjiFbTgCIE1IrkKll8YJpR//++oliYK1CPxywIKeGGd18An4l3BTTA6EH17NNoeiGhYwJUhzeIk/ceUahTGno8ZgNYOh7JNu2FNpPppZYJgGsKAZWAi6EpnOhdiEiG4GLOh1kjb0UkmYZj4HVALjXMtPQMACEst9hNID1wkcQo5UYGF0Fvcmyd9IgMCz7YQIcAcist0KwzE67oHX3r9Api4R1ueClGq8778Y6QoF9mvXjLzPbwzXpuuNVn8ENAKYkmRNPLk0pYEwmRqx4CGlAe2YoDSjed+H+njvgfafA5MGdMkf1C9F1lAiL0B9fos93Wa+/I9XyUnxfq4C1mIt5E5SyUqJlarO97N+QYCBdRf13G96RksW8JTRrOlPk32ohfBv6/v2Wc+FRBeI5pKxKAMuptmnQvWFZyURvaPN9+pMNvjwJ/b1tkdqcaKwsrRAng13rBl04+R4zHdQ0SsZNUo7nGu/zbqb7MQXiTDjEhsVF6Ot+NBhYZEtSNysobAAr+F3fBJZRa4ONxHLOgKbb3zIDS6JVAUXHGoCNwwPPrwDTto7ghkUm4i5sDL0GsCQsdAKj+Xumnx+H1Esd7yGV/UaIwZtBQxUCXenGtY//Jr76q47Iz8+zTByKsCFRKtPBVZBRpA1C0r1mdTm/BxiA3xgMwHhGLTLF/1M6Sqp68dnOdofSoWUudC4VoHQ3+rNXnbFqBKQ4LoPLY1A6oFU3Ud279wNn3O7ZpkCcfrD6JuW6V87bo7+NTVkLKwtgVZOvjmypfffdV1DTiwwsM72PoNMhhxwiBesTTZns37+/BK3atWsnZs+eHfWUgwcPliAWmV2LFy+2fq+BtESvlWoVtsVAyg1pl4587ABTG8YWq/ORaP+q3L2d0y8LYKX6HmKdlwWw/NoZ/GKZpc0TOihxnoV2fRN20jhJ40Ji8ttlGROiDntfQ+GgR5MDgiBNkYpF1oMbro0yGVikmN91ZpGgjpcZ/DndlN6k1oOx2uzQMg8DuT/J4oSdrKsroPHBmIBzxi/wGVjUXaAOz0FNq4Y5kch3QdCHqct+mJPlkImzMeFQf7WPi6d7I22cpWC1X7l8fy9fn1pfprSFwnYAw2thDFhRK36lBlZTiLgHpGjh4Xq1yYc+Uo44GroMbrg7+kdAx+tm7Bx2QH2aIEUrOOTdjnQ2skyYZhIUNPWIuFF5B+zQIFcM7aLaVgP8Pp1wNeASEXGX+i9gXPFhyHaiGDMZBlyo6SBTia5aQTFoRhkEtcNTCGkAQXaP1fYiWmpqciudjQzxcPM6ZHbOQB8j25+sHm8x7x10L7T5CFy7zDrtkuTWKAXhl/xNe3H1G3u+rf4VxT7EofNuqCv1g6gj5AYXblo/jAthLojdOAp95evmojCA5VqVtu8LwZjoJxkTDFU3gT2DZNpJNDESsdJY9EERACsAI2SaqO5fqZ0nzSMCLn4f0gL39dICrZRohzHHa951RpE4rMWG6ZPvfq4U7AjdxoNBUN4T759gn60v5z+oi+1eCuCFgKnrxsiyaBixVRL9BXUbn3yrDBsAiumjYyI0Vpk+nGj42jr2GZUFYDFl/4AmOQkLlLfDBrEknBjPeBGAwC5HhANYyaQQcuPihzgMrKC21xu6iJ8i7T0s9LuPTnE335dqK0rhz3+HO4HFSwHuTIWVEhvwKbpmU7wuGajmnCyonXC+SHAv3ej92O/QwKoDJ+g8SwRfyQj4pU++vLY0/diY4qonSqCz6YPQZOwSrA8LOh4/IKUjPHAo0mzsDrYDWIN9PNag+/5Z9mWYI9HEJDI2SCa1OQPy7iBqg4rXzZHt1TzcJHZcOaFEfP6rmoO4Meu6utIteFOMLIBVTd66Bpx69uwpRo4cGXVXJiuKGlnxQrPXwkAoMrQIXjHcj4wOjwTL+P9YOlnx7iHW78naYKogowno9RQTZLwLobr+RroDuxBTf8VPgbInQZOgnbBd/Rzoq6zPWJ57Os+3sZybBbD8N0nHEgnmuFu9kUP8AY8pQHlAkjh4koFVinGNk4XKilkQQb0PO0k6tKiye71uDxeLHwyNmSYNc8X3f64TAzvDkaqZneJ4yaMlln6CLstcjPJn1KQjIKGdXiwAy/tMtc1wZT1/uuUy9fPE+3wAy5666L6GAIENDsS6bku8e1p3hwVTVaaSrWJMSji3IRCQSvwIzZWLHomTKuaBq+biehRYYiuXaACLM6FokIgMhHMOL5BOO264moW0Cr/ttCLRVgqa+kERdNpQcyJ25fhgAIspP6sAiAZ9Y+OR7rBDmukO0QBWLtIaY2tgmZoxZFSSWfnN7+ski0y3k1hpsj6zJhgIJXBMfSU73GPD2Qd8Jy99sk46+AUxF+4/r7a4mq6P1uRXTZojbAdj5rw5uql/S5zrxWGF6XHaZ2DZT0Ox2es9ZsH3AMYvJoApr+m3tcPQbt4xhZEDmBQjAbbuliEWRbLf2PvfrhVsP/49G8CK12JlmQH4zDab50LrM3Y7i7VBooFTFk8Aaw26jfVcpke0VdTTDIJm2YHeRgHT1h8ASK4ieJf/tIPyRK+26S+Y49WlzVgIB7BuR79B5upZCQLxvcBSoKECwQAKOK81tLCSZU7JfkxmdNttPwzA4hy2KxivOdh0gOQzWFo5gmzHsfPLxJNvR4O4vNfTPEZFvPpK5vePY/OIunG3nZbYe5Qbx6wng+V0Xqt80fX/wvXlXBH3YyE2fmOI2DhZwD95GnqRazgLeepu7g/g3oxrALIvIvvNcTiNHOP1B+vR8nOoMaQdUSMHhI/PnOc8enFiJgqJ1L1y1TQ2n5wmTdb5rtvbGxO9O3D89JGGIACLYuDc7Es3rhpLAGszlVZuRMQEy/tZKg6b6d5bZZ/f6/FiyBT4D055jIFIow+LcEkDux847j80cVHlBPXV+8MQQ43jaJvyVKPy3S4vLstaSNdZLdB+GZ7pS+OZzGcZj/TIHZAmuSlGjQCw0nkxCxYskKl41T004DR69GjRvXv3qNs1dakSTZvkOXvssUeg+LtmfPFCZnlke2299daSCTZw4EDB4wh2MQ444ADRrVu3jIBaxZhXnWAsGOf0q4sFvxDvYyJyg3SG8MOkSFL0kLnjbpxzaIE447A8uO6UyTSVbGSmBrIAlqrH36Dbci5cM1UELSadEcpZfEGKQMzskxowEe9Nct3almCwMV4WYZ40Ezszbpw70nNq4XeP/zPtjwuAu/DNHIYULx1Knyl4N/QY2N33P8mfENBi+wLoAen0lScWrBHjFtg6OG758Z5pQ/+eKSinQxQ5OIIXf/ax0YsyTmiGwOkrLB6cUy6e/9DWW+Eu3LwbU9M0+BS7jr2f4DN4k5mgdWJA0x0J4edVv30iBi1oJpYVqwm2y7CRaaZY4HQOSDPp8Rgo+4bTEXWuqHfVGS59puFGa6Sd3IS0EwpPX4RderLeyiEqzz911IPw/SrprMaf2A9AfZyd4byTTrjjRzydMg+AVvIAACAASURBVC6K+c2Y2lIUvqWTk0oXUPe5FdhpZHwExXvYlBkGduQ/OJzPq6MxWAEPwdp9EMYsppN4Rdn4oexHuDy20yrN6zCllwDW+hA1iOF4v2ReKgcCrwFEgI9osJDmA/+WOBo28lWY78MFuMCUBvA6GjvQEpR1gg6DN3oA1pe/rReXPY77cYrgQsO1CnfL0W0rnTaQ6rnvYW5yozM3CSwrAHhjKhtT2mIF5y6zDfdN81hTBL/NwFUe2zO6tLvBpD20uQIGnv+wXDxoMgsCvn0KvlMbqLLDTLmSfYsStYq6LNNMCehaTNJw7FayIQnuMahJZ+rnTehRB2yuxBd2PhBv9ztP9KwjGtWPLocpPQRddGj27LX42Sdar8Z4RgKFBAwzHY8BwJoEzcmHLijC5m18Rt1x2FhwNe/PggnSJTBDCouLHi4FSOZ31O4cgOfdBl0oNv2Pvl+P/tHr50LeXZAj4FWQWaBDbVDINGepi82+0HeHc8cpfxJkvy8y0h+5ODVmc9D9RHQN5S91n+5fsz6cl+koTHaPjpPgoHolnFR1UP+S6ekqVJs7FHOwuzOwfrni0T/E//7A/M/5xlwAa9rVdaVY/sYWc2EYsQbyNNTDipe2yzZLMsU6qX+qv31/nO4J84z2yDow9fSCnIXrQet1ZYnpXGj0IzH6sLC6v+DIfHE+pD24kfwjGI0BPhXyVK1jRs09AqebUmQBrGrytrfaaiupVxULcNOWm0uXLk3JkdB8VJ1C6OpqzZo1S3Tq1ClmraSbWkiXnVJYhD+30F+8jbyQO2/YsYBDWt8ITV/dhglguRom+kaP3jNfdEKO8khMoDWbq5q82hp9G1kAS72+31dwIQvdFr1IlAOSOSrZpHWX5l6pABbGSe6qmgBWbaQ0vRiQ0qR153SjpK7RKrjS3I7d21a7+ZPrWyGo+uZXdnqbPucoCI3S4lqHTgk79wi1Y9RpCBZYjgvLHUgdOwIpZNU1/sD7PWeE6XwVzhIIfIaAw5kySRe3sLgTaTWvIa3GnGqnw8AiO5D23okv2dSdkdWyCimE97zRTPxNACuqAPVwnAh2xESuCRw3dSxduV6ch++izFh30I2nGY7phjSxHyzdFFiEn2Tv8v8JLZ+zR/hsrHpFALDozBiwQ/lwtyJoysVfoMVqYy6A1WzbWmBUhc/gg5yimErQAZpOVyLlRUUtsS0cip5EqlGsuGbSGuhY+PkbO29dSzx2aR1p5c3d+ITDmQwTwJrFFMLI3dgpUNQVunRscSSpJvJ6Q5p4PXzaqwL1lP0JvvqbP8nXwOuoeWs8wXv7aVpD3+qa9vkwt6gFR8a1YjDYom4zI3DxIRb+sdqvblsJ11UGD1SMCUN0OZZWj7MDXxfP/cK1sVeKg18sRYp6cDvohHTwa5CC9Bs2C84dhX6K34e0ereBzdvA3jgSLA7Gs9CGemhOmb+GDVhEEfAg8FHZQTMJmkqozwU3EgK2UveFC/9zjD5BnaQbq/0QZlqWm7o2FkDzLkkA3u1gRkFWlf31CBHG/Pzox/Xiukl+30Upi9nQwSMQplL07DA1bTJZ35rxlagAOIWmqY9oBplhZIiFhZtC6GpgRTIqYu/jRYpn2npzh0l51RNrPADLuLdgTEE1I+NN+aAWT4hu6PE2KpJ9H3QrngHdwQiLle3TS+HmHPEKAKu//C2kPpsObhZO8bR6CWytQtMZC/DRDc1UTvaezON7PfKX1MDy94CCO3u6JG8O4GVTj8vBCKc7sqm9qeuEchmUzTDjQfSr3CCQ7TDSnTkbPCEgvXNSaEIH59J7oX/uP1X3MY6zoXdD3IBgSjk31Q7fQCnh1aW9VGsAi+yflStXplVXYQyktAqthJM1OJUIgJUuq8xkX7lglAa2yMBiKmPbtm0lWEYWFsXfqavFCBJ/T7RauowoloCAGX06FaCTyPcs1jl7Vr/nzhd3wHTcBGbIOwHMkDx825wkf/XbOsEd8mxkpgayAJaqxyVgYNGm19sGlJMVuXiI7HBxQcFJjK53e8JQCJHnWSEiz+m+KQqsU5jVDFqRvwgbcTNIz78GqUTm9C4fk246sdxySpE4ytA3uu0Z2EQDwFK6O/azEIgiIKXjM+hWXIXFPFM/7u1SWzEr7c8bAFkRALL0wId06ynW+RSWpsNkzPDYMFEPx5MC5oeHIyXqztPDF4evf7FO3PGsp01k1BdTCAM1bONUgEwjBdPHqntjke2Lk9oFDYe9ePHvHoBVwkWM2kV0XqEEpTgxN90qjx9SIkogum7GowCwCHJdhFSSH3UqCQ4Isl7/69/1SBfy671uQY5YXeZpPTjzaqY67oo2lk70m1wCO2r/fuMtbOR4s5j349cGdeOovdMbwqo6GtfHTmjP2AxLpvH91xCIboLF9aMYqwIBrARSDPS1OwJQe2mRApuVDptukOpv3NAx9br833szb6exUU+DKWp+uK3B6+eM8zTwKtNi4eQWWUQ63wXZQVtgwTQHLntu7LNjjhLQNt+7cz6fhZIDVRESwEIKYURqzLoJXUfBC8WwlG6ziEEAsF4OAbC07qAeh+R2iVwg2XWhTQZY7nRokY2AJplqDQS6oLPiYEd7NgYLEN9/Zced6Ofmo7/T4YMPdttiKhvZDl2iACz5EFHget/jC0S7fRRzqDuYoIsNJiiB22TEzRWA5fZ64QCWC24TwLrz9AKkmXror3O/lQdgQbsLGpsMmoZwHI4V7QaV4DntPvtEOKxd5TmsBZ174ZhSpAWGM7CkcP0wzC3QT7o16G7msfxxSHui+6oZl40vFV8CRIiECRBHmolfqSH4e+CjawfcTLVzfle+22p0qdT4+hn1NeZVvyMle5gsYsajSDMlE/mlTzx3WqOI1piH3YT5WDpx6eg/xbd/x2f8v3BtXemevanHQ3PWKLAxYOJ1yTGF4qxDbQDLH+fMmvMaqdsw+W+kGYeB9pESnGH29EPyxX4752DMQX8SY0zkJumUd8rBRM0T/7d79d0krow2Vq0BrMp44Opa5oYCsAhetW7dOuJOGKSnpVMGg/SvTIDr77+xxZBCBAFYp4JafRko1noxrIvdG45DD8B5SMctWFi/9XWw+8d2W9LFK0dSKrORmRrIAliqHn/ynLPMWrXHKQJYXOgG72ZVJoAldz8JYBmXDmJ8/RcpZleDpq+hCXO8vAzU9lNBcddx6zTofQHAsnc21W8PQaoPNa10+PbyQk7QggSabz21sFoPrhSd7Sb1o9T0O2jSHbSA0nXA/ps79+bGNicTfO6woKgxxY3dHeNURTmferdMPGxMmO3rhk/3HzwfO3h/fCIGgoG1vMRLI5EYhaexYxTkpoIef28xbLntJYuZ6icXrd6ixnWdYrHLkL56JlINddRGdZXI/QuUSetZAzjKhIA3RbgXguWroynAkEc8/cWg93QFFlXcmTWjft1aUmiXqUI6TB3HsPdNJ9JPjRQZfW21KSPFd7z2Z/6pSgsCFPV16I40+1MoIum6cphBTF07A+mxKsVQMRRslgkn136d1IUOGTXhIqHPi/QvqhyzNIK1BLXHvFIunn5PC9nqI3wQnC5g/Fa40eQ+Fd2wfjcs3+X1nWZblQwsbpzxXUXeRWTPIgC8cl5YLJdKXc9DwEojOy0o2oHx1xfpdUvAwDoPqXL+Zok93jAFj46PDIrpU1Q/Vuy9Qy7mV+ktlmNewPvlHUgve/3LAHaZU0+nYAwiG+hcbHL6i0mvEehuxnhkOrbRuY1xOb7VL4xvNdn+ou2AVVJdyYXux0H8m06obkxE2h71p3TQPIVjY1jqfQ+kIp2BRWmmgxkNXMAyYrkD6useN5AMLDuFk+LiZLMFxaxP1sJVuEz8BZMQHS7b609sRKi0z+i+K6jMyZfXgXi43XZ7AoD8+nfdV9hn+X0NRyXvHckfsgz2XZ6xBFMNKZ7taFW2QHbHaGR5ZCrGAKh/GuNt2E4TgWRqYHUd7Y9tOyKddRzSWhkEQJh2/4nhCK3vbV9oZ94XQzszkWfoNmqp+GG5tw4KZYoKydInW39Tj5exoUJXaIbe1NV1EpReG6hzF1LPgWN3jHeir8vU6MOxWdxvcrBjsz5Op/wHOXtu7O81C2BVkze8IQAsE7xi6iDdCcmuSia0RhbPSZUJdsawf8TfeqHkXXz7zUpF78N/EN/9XVuM/mDnyC013apE9Djox8i/n/iksfgvxAkjU3Bj7VSYt17UyYfQ6v8pza5sZGsgUzXw28pCMeztJihOAxzcz3bILvh3ZCogRy1/9ZULcGvgcV9n6nascpiucOPc3Y2fVQhynQ7ZaYU4eY/fIz93vy33Zo7Yabk4aY8/5I8nfNxYfPYntZiiJzctGqwWlxz4M8COAvEZdBa2qlMuxn+8gzzvRJz/whfbRj1nl5a/ipbbpcemrZTK8wpdsrJI3P8O3q+VIhrnitbiupYozF0n1qzzFzr7bPevOLflktBCPvptCzHl0+2jfn/bMd+gH0sipcwrYc7ihuKVxVsZr8y4Qdls8Z+AHcYeB/8kmtYvFne/3kysYL8cYz571n+WYIJXIf6zrXqXN83bFemDChTRcd2R34tt6gTmoEU968oysPleaxah7pNJG5R+wxN7HfKT2GXL5F0WzYs+unBH8fUyf2d623ql4tojfgh8R1/8VVdM/ayRWFUWzRzsuv/PYtxHO6rz0GaaYJzqiXqMFSPf39lfVODAxpuXiqsO+wHlNBb/+2szeWo0S84Egbw6dia/B+2wQiz8dQvJvlLAq4363HHs1+LO15qL8vW6bcbmLhRgHC1ba79TG0mKPr8V+g5++zO/aihe/wFtUIdD+dke9Z2L9vPLCi6u7Kk9x+81a22gICcHoLDUJlFxNeqrEeotnfjc69fkE2Khu8c2qxIqju+I78qKeEw5711Rueeedl/FvM7TaGsLf92cDcqrG//wltuvFF32+VUsXZ0vBr+pzHcUnYp/8SdBp+75hzh0x+Xy12/gPbyI96HqmYt81q1a7OtoUp/t9kfxOeZUezWsvP554qLG4tPfVRtnHNh4hWiEOd9PaAef/MZnVnFQ43/EsU2XiXugxxcYTtvvgv61JfpZxih8X9/rRTv+zefi8yUafefoMdSu/z6tvhcN60b3Zxxzzb5Kfbu4mrxHr5qN+WmnXf8URzVJbdM31jPM/GobfHP+PJ59CvuWsOj38u5RZBC+jzP3/i3wFLajV79vgBQlvx/cF2P5ORjTdSxF6vngBc29fxoPHXITt7T+RtQrsMe4AfObiX/WEODTALmSZYgE6vU/266S8/9kY8ct1ogrDv0+2dNCj5/9zTbi1e9Y57zXaNCT4+ROW5TiW20aKWPruuWib6tv5b+fwxzpy6WbIWU/mjGTl7NeDGjrzxUnf9pItmv9qXc/+GexdR0fOGXfT+IgNZy236wMbb5YPPTuzuLngD7WfSBeh9fb1OOPVYXivrc4v0caHsay75fXBRmiAvOiVeL43f6Kqp65i7cWc7/d2vm517+GDq96fFZ7c8SQGf7h9okHY1zfF33bw5iz2GNCICQmzkab26+R6gsrI6iBXd0iC2BVkzeSDID1ySefiJYtWyZ159S2OvfccyPMqxEjRiQNXukLapfCVLWwCGAtK8nzhiY10udggX/PcV+B9lpHjPlgp8izNduqWHQ/yF8YTMJEaFFkIhT9IdfOXy/aNPtLlt1qZzWRy0a2BtKtgZ9XFGFSsItRDHf6qEESf7LGk7g723W/X+RAxHXHrgCBMhVkYHEyzV1HNd3zJ31HN1kuOu6qQKnFWLirwdA8xr//HTDpvRKTX8ZEAMWf/qEXFvYzNsU32QPf5Hu/bCF+Wwlh7S1LxGQPiNmr4SrxORfjjpNQl5a/YaGxIlOPnPFyot9v0CWCJw7ySLSDOpiQF5f7E9L9G60QZ/0neFHAUz5A/U39PBrA6n/0t2KLwmgh7HgP/dwX24m3fwINNcm46IBfxO5brwKA1VysKPUXEKoYQiL+QuJwLI7XASg5bS8FjN48rwUArFwrbYSTdE7WEwmCQ3fMb+GSHgLJbl33/0XsmSDYEHbtRxbuIL5Z5ovkN6xbJvq0Ct7wCFro6XI7tPhLvIRFjI7dtl4tuh3wc8xHdhfY+nsj+KtAFR3uDFh/f96qWC+QvcMJYLEthcVdbb+SANaatXoBGhvAcq3WFfBps+FckIULcy7QX/y6oXjjewJY+hr2N7MdAKw8LAx++ZcAln0fhXkVuEcbPeXiam0EeBMS8Iu1OI/X5krK4YT5KtqbF7yDIe2+jHea/D1dvcZ93Ah/C0J4zWcx35cqOhEAa+pn24sPsBiV9SKL86/D75Pf6dLiAjH4DSyKQ0DmE3f/IzLveR3vYSbehx12nbdoUIJyfxKj3ttJXH7ojwnVQyoHyY3HP3zg4bx9f5Ug+EdLNhdT/ss6VcE+87jmy8AGbRrwiJLjaoEap+z5pzhsRwUKcd7I+aMGRgk6EXxKJLj4v+Hl3QLr9dojvhPb1otmsvXHmGtmT0eWpyHsio74Po6uBADrhS+3FW/+iBxm78kJYHBTIiyun7OHdLA04wDUe+eQsYrg2NzFDdDPh2/ORACASLuNPS+6q81XogBAthmDAIAtCwB0zGO4QP8YbSbSiiMbhSaIFD1O7wAw6cpDf0ikKSR0zDyAFy8DxAiLzv/5HZstq6Uxio4G2Ojrd6QCsKb/bzvMn7YMNFx0AaxbXtlVlBrAvvmNv//L5uKZz/3vh5tLZ+69RLz09dYgCZD9HQyw6XvimitHykRkQ9fzFegHd9wiNvD9GgDdl75W43/UaCrZf2YHHT3eBo11bkH7o60fiO/y4Q8xZw+QBnDfGL9ffseVFVkAq7JqdiMoV7sQhrGamNbXrJnqDBNdNOtq0Wl//HfPnj2ltlU6cdBBB4mFCxeKVAEslUKoP311J7Qinnt9nSgXIwq7DjnHp/4qO+ZgcWn3mZgTfGW7bIJ3Ou86m0Koau/LJevgnOXpFYXhGFETV2Pgcnbqu7UuFOfANTMTQRe39tDvcHfXWfYpEN6+vK1KDZj3+VoxEN9PWJiOVH7KR/TDMl2q7wmFoNCXQz+hltQlGkrtJUQdXIpiku5ZdCCjE1l1DaaJXUFR7shcLnrSQaq9my5nPk99YBDLDTKHFl4Oe+aZSM3Q9WYeMwGaf40DXK/i1d3A50vxjkOYW1q/K0BY9GYI8m9WvEjcNb+5+DeyA+5fTTpAeYvpvZByRKcbup0xThy6Wqx2Nvsn9qojtkc6WCKxAq49pw5zWFUhrJZm2+YI6nXRSSnVuB4phB8YKYSNkNbxhJfW4ZbZFm5d66XgkQcoGAcc0CRPfPi9n+5FbSddJ2H31hsixZ/+7J+jvzdlmGCkjjnPb6ezUudKMbV0tMV3Ne/zcqV/5ZzLlCWmLo1fUCYmLMAxOEmeGmPNEq2BxZPwf4+8I+cfMmXWj3MOz4PttxprR8FIhe6NQan+u2wDpiIw0q+WRN8AnVMpRmtGbfQnJQZ2kIjGT6y2QbfRMx6AGYdRARTezodGYbx4CyYJN0NQ16x7fY7fWwSDg6yteTfGFnGPOFsFACD/gT7Y/efVFj8jhbArUwhloFS0TXMPhdps2in0KfTPD7+qhaaDWRY0mqDu1C1og9Ouqjw7stunQ1PxS7+N65Ty+V+sFXc+649JTE2jfbzUm3RCtRiblXMVUt9P9FLfr8b39V9+X6p5yub66o3xdYBYKvt1pkMHxVikGO8SoLvWEWPuGlMzK/JdBX9g5ruJ19aS+T1TjBZ+7/f7e0DXjP1kWLSBiHuFI+LONEymYwYFHQ4ff4P9i//N0rGY6eQ6Fv+xXnQfy+8qGgNkWmvjLXNkv83vn1VWJyBt7YLRpeIX6mxFEZrYr/HVV0DnNke89pnSHpVbK3zX6lOIfBPqL3b/Ql0w9h2ZiinvlIlH5qOzMi/j1U8+9gmmXlVXmuPQ+EfPhrYBfjvpMjJ7hBj84hrPsEHXmF8Q6+mlvn67PRGaomZKdy/M507DvI7xCuZ0A4w5nc/sUW1Qa9+FPXeqepuZqsfqVM51T5aKj2AiMvqiIrgox9ZrfQZOuxznZMiqDponmP2A3ScU5VdIIzN1uk7ot4+hWRK16a6FdqZu/3p8V+3fPj5IbL461W9l3EuWgVUZtZpCmb169RKjRo0SgwYNEn379o0qQbsDEsRavHhxwlfQ5fKERAAnAmks/8EHHxQdO3YMvE4ibLFYNxikgcUJBzUedB6yPt918mJn/Qq0Y4IF8ewP+pg980R/aJVkI/UayAJYqu6+WLJeWdEzEshfl2JIFG4MiYtbF4izD8uMHgatgjsMWS0nmMrp3r/u8fvlit4dFNjw5Nvlgrn7YUGRUS3k+gIcVuZTs0TOqwJ28XChzeEYR2F2Oj3R/TNWXI/JMRfa1TX+C22iq58wHMYCbpSaRd9BKysstgKA9bcBYFHDgDbvsYIuhKNfWSOWQgtKh6khlUx93Qx9Hlt/xesPdXuIpLTak3sKIW9d/qlk6ayUaSI4TwNeXAYabYq7tU0b5goKJDOCAKww2/mgZ6H188kAwfwIaGvyl7VgYy3EfV2KkhJmdq9JgeX3v/UX0ttvmSsm9grWRrHs5p1vnrbs3/3p1+MRcPC8A06esaL3RABYP/nX3gMOQ8PhAHcb9OYWfMV2RaDMW33LgsLqwr4KdW9epcNbACh1PcbUtp4mUlssuNezX3KPc0Av6jWVrXUO8ibppoW9eRcXHFkIy2//+1aOfdFpTOwrirB45YaAi3IHAWeboY9ZSVdKL0Z0rS12h4h+qhHlNopnr4+14jNXxgdvFgBkvG0aXP0i8JeuI93fxkAG8atXYM4QK4ZgUTv7U7zHAACXjm10blNajFqHy31HtURXvIPzWqk+h7pI1EeKRMC4dXDTHHFQszxBPafp0EqrrFBt3AdZboOpB90GCQrSOVUHtdR6HIu2RJAuit0crUx4OQAs6mYxroEm3SJHU6gl9ISGJqAntBJA+skA0k2wXt9TmHFAJxhYlBoULPX2w9tAZQFYfQFgUYdSRzxnyTYD8JxOJxBksKHLG/9muZjwhj2+77tTDnSafEDoi1/XYwMIABbTfR1Gz5OX1RHbbhEfID53ZLFY8o9njCObtl2X9aDNdzWE5u96jvfitX33E4z0m/p89RTm5lwm2vizC9eK4S/bm4Fsh1vVy4EmWy70vXLEn9AMO3u46WwsMIbVEs9fU0eCTgSf+K3LNmfclAtgnTS0RDnzetGzTaE4/WDV5ud9Vi4GvuC/G0mUlYfqMTz8aTk9nRunT8pEXdWUMrSWXCJGIXQgpBOhDldV0uZleWOuMS+3NmtCugw6Cp5xKMxiIvNS1djNwxX8qf7bu0OhOB6OxJtSZAGsavK2KaZ+9tlnC2pTffDBB1F3pYGoG2+8Udx9990J3bU+h46CEydODAWkzMI0EyyMqaXvk2WmJ+KutRi8T1Dv8juTLFcwWk3ytMuRXQ3u5IMDCic42Ui9BrIAlqo7xdChwxvbq7lrZixeXBH3GOuZSwBgnZUhAGsN5kEdB3P3OHoFeyYYGN3BwGBQMJzC4YlMbnbZJlf88Fe4DpMesOkY1bh+jgeMmbNJ++FNt6j/Z+8q4Pwqru5ks5tkgxV3l1IoUijQr0WKS4oFLxDcgzvBiltxC+5uDQQIWqRQWtxdirvFNsJ+58y8++bOvHl/2yUk8L+/0iS7T+aNz7nnntt4b/zx7hwMpoIVZS2LzcFvCNpcic18wJZRRZpm8h4AsHwbVEtNLrfSc00PtlijQtUUFX/2PREDT+x0uGO14r1aC8ngINlq1p7rRWhRzQdPL8IB842W7k88mLhNMf+g55a27qkjwcAKj0O1bADlW5m9an17cIza1g6rbBOe/YosmQMBtqXE4Kv1jLc/+8EyeShG/OTbvl9PDyHh6yAonDLLwMolg8L+PA/Gx9tqfCy3YE9zZP/KIsFMoECgVIwpss8kgAWB60de5YuUPpF+XTyPRAAHPbUPg8mSwK/AquiFA5UDym2WNRHtSWihSbnCgzj/hYAjMq5SL8huImuGab/F/vPWeGRjKwGwwNoMso1lJSdzYawNU/IvomA+WVNiZ6G+eEBv1JhtlACQ7rE8ANx3iA7hTD+dDCIyibRVmOLdZaqtrkE/mzESrtbPsnub58B0wfh0hxJvnGOv2KXdvPfFD1mSjAwoyEFpV22b/rGX2WFF1w50WFwCh4VjzLln2rGtBhv3V1MgK+QTaK/b9v7xACxJCiJfJFlp40x+S6M8A5HMZ4ASvw4Pg2HbkF1MljGNANaz744LGHLTTtFibti9OvOGfWxDMPNSa+iFyKo6D7Kqxtbv5JEAsPRewDZ4BkIX+1B3rvn66TEDiwAvgd4yc8zS8LecUykCnbJz4Jy6BYwTbWst3hOi736+cxmOmaEzc6Kpi1OC7an3kI27MdrAYucJaYap+vawTu4iME6AgOOBT5X2CN9QrU5KK6vkF7c/M86cfpefCySCRF/+OZxSm54VAliydv4Nc/7DeVKDcBYpAlgjAWD5BtsJAO/Gyzig4t4Xx5sThjAyQNZmB4g5WEPYiumJm+sp2adNczUg83stDsS7kGyDjNlSq7Iw/A6RRQTxednz/xtvLkEyiOF43Gff+n0gyRub/6kVjtX4PTL3h2+ns5RO01+SNQGsiaS1KY4+//zzW42q888/3+y00055yYR9xR+89dZbJpUdMP4MfU89mlkCUPF5cTijFoGPy1hPNcYMLC9cW3Sn/B9QaKakFTsW6ZgfYGYriYOQWxKMlx/L41XPt07q1zYBLNeCLjumTY9mNwdJuoNu7PQ+Kr9iB4R6bPqH7llsmPJ+LYY/JDZ9BK8IYtGOhKf7YXi8w8ORA+Di4jLt+2iEVeTSNxGwLGN2tUVazbs4VL3+sSy87sAbA0E/Nb2ZBxQehstsKO+GQgAAIABJREFUT3iPX/ygjF3Vwx7ybtu73TIaJONT/Kz4sE2AkoeWarb14FHm/S8YOsHy9bCsrXWXqN+Ttutlo81rzMIVfabtrTzDZmEXqfIsN9dX0BaZCpsoHNRyxlZ2ZaHaepj7s3AoH97gJuLppuhprq/hwChlGIEwi3X+nj44psbZgOV6ma2Wq3/cvIS2vQVZ2d7/qtO89akHkQg63ljCvnEHvfRAnhNZyd4DGCJW6QAo18R9TDLAHYUQKm5ivx5Jtluqj1aeb8iCZMbQlOnQ3TUAco/l6VCBGEXPcTwbZO9mNVhsKV0fBE2YrUnMAhMEsLguK7BsDtTbomBv3IEDYDzpuPCX8FunRft8qUDhsxAatRBCpBo1Apk7XBTqm7B4VyPs9SvMEb+pwO4KAKygmLpO1C8isGgveMgXRtlTYAi/5+Q7RsM5l3YwcG65CSF+76D8219UnpVKZ4e7+l9jcDCqrEXHULAPEJb41fAfzJB9awu3a6Tu4zDZv4GtuCyA82cQsrMfQnfECNRtjJT1p1lwIBsLFbr/bqv1QvZcNx/sd00HQoAAYKkCzoTQtat3DcGcTZH11AE47sE3YPzf/yJCsSyThf3V/SFW5lDoB9YzQ16l9e1tdvnTTgL/nO5kXes2iBlYCyJc7pwK4XIrH8eMxSGQucJveprD108D8CfhoD4syo652Jw9LaN6TTiwaAxhdNnSWH1hjtNrB7ZbRlIt9pdTRqiQ4bAhUtlfsxdm7VXeUbqbgXXHM2PRRz0Dh+D73QeG48dm2GVmRtWXhPVEtvS/kNVU6ktf1AvPuks9i06iAMDC3nHjbO94JwDvv1sgJTFW7JxNQMvpxsX8RTJemfG4aa4GPvm20/BsSkcB56FK5kI3hQkYzAD5bWFvDNfNxedsBZs8BIyZkVJnNl4cY4yOod0vQx9SGZltW9rHhcDkbgDz+2dg/i+lTZsA1kTU0hp0Wn311c1KK61k3n33XRtaSCsLLxw0aJAh0LD11lubTTfd1F4rQutkSi299NIVv5LZCLXpsEMyseaaa66gHF3V0QoArCpYQJyu90p40C9DPH5oztMQ+xmWnLvFnLRZde/bRNQFJrqiNAEs1yQvvv+D2fPKLE10IcRDLU6yi83FGdJN2p3gKjfR3EynbNsVesGL4zb4R4E98NCrHDsZyyEYe+FAlE+sFi1J7Yzv4Dkl48IjJ9lBnHtk6wVsseGS22fMgJ+ik59+9xgbflBmp9w5xtz1jE+L7dgg/mrqfpFZdCkOhFfhYJiy32O+efIdD2ociUMa2U3VLN6gMszq4h3rn7e2BrPkfWqIZC2R9rumS7PsnF9ZQWUrQp9jtHG/9mDEjThMT4ND9boI/xuuiDYEKC5F2vlabSRA0rW19ozteLw7HYxTC1CUejdDi6g7MhK6E98RKMpsSjigb90rvYlf+TiJBy1mb+N3MpxLbOWFe5pD1q3MwNrj8pHmpQ99qyw6e09z2pZ9rAYQNU7++xbGZpIZ5cZmvmcV5032cvYxhrdpk8eQiUH9F9qaYGCNoQBNhEFNhn201lhJt509masxHs4XDPvaKGMF8H4LTIARE4Ops03bwyyG76b+m+uocpBObATwu+lBjCKTQeyMAX0Mgb9G7XWkrt/lkggAwkFgvSV7Gept/gkhbGX2EFhuBBudpYC8KpuZ7M6ycK1ThmIOwoFUEBS9q6Fuzj0HTWbeAoC1IwGshJYdHy9aWfw7wwIvhWc/qOdIYJhefoKN1C68fb8f7zB7+E0dgSbaURv2Rl23WkaiDt0W8El01nRbWIa9RTkdyDQb9OsuV/p1B1zbYZ58dyzOdR7CmgUH0StxIBWzTKszw/BEgmkvwUF1wxOyr9QQmGPezgf9vdiomZXSRLQ9I0ezfN/d7s9tYClWd2jU27cLAFYFBhZLswoArBhkqsQgPRL6aPH84oZAp/kVQuaonfY4wJhDAcqk7Prd+8KxEdZp2TfGek/6OjqRTtqsD8avODxqeyafseAsPcBK6z620Z2Yv/6e6X7y+b3h8Ltz//D5jtVX1FW7H7psB1032o67lBU0sDKWs1yrmXweSMvmo3xaKobbxshsXzBhb9+3++qk3n47MV6/0ZkjrX5ctZDXkI2brWFRd+wJ8HC8RcrzWS3/ZDpxTlMhuPwFw3AHXu6dK9Sy2w3hogMvl/Wq8vqyOeaWbTHH/JKsCWBNZK1NEGuPPfawTCsxglDHH398wMrSxZawPwG4Hn30UbPccsvV/GUpUXgKv59wwgmWEabLcdBBByU1ump+GS5MaWD5+8ONYb/FW80+a3mk+p4XxpkTbu8oBvok9pNzTtfDXLJjc4Kup23ia5sAlqsRMiQcRR6LSLaBdp5aORDq1SvRGSPQayflRetK+/BeL0BbXOCoh7L18m3mNmg2nI8wOcvAEAuKGZWZBx17XnXfldoO8ecEFL4d8YN5+r2IvRQVhWAHQY+fwhx7DgLnCHsri5yyANazHhifHhtufXBeBiLdx0G4nCGEl1EPJNHE9+KAyQgtblrYRShwX4utceKIACwjQ4NhK/Xaxtgsf2kjSaWNI1DStqNY+Dumjn4G6eyZpa1sLtblkUNdfOCoF8CqBL6mvp9C7hdk+lv11A81YnjQc6LXvl0mgx7TkP3S/XIVAFhCOIodJHMAZPwfmIdiq0Fn6kCEt1Sy3QFgvawALLIYToWm19G3dZiZoRFz7eMEdfT45EGdjDjOMdJeMZCEbLsAsOKwVupiDVo3LM9aCHnqKIQ8Gei2+NDXoFuX7JcFlNZl3XUVCAsv7TfPZDOScRbb7AD+FgGAdSfHWuH5xY0+Qzw/h5aM2OkA/Hh/o+YOCZkjInuIFIP6fxTNFaOeHIEjsiYI9GjBcV1Phc+Ip1JpVRt+22J6IlMYxzfHiraTAWAxhLDMjt6wj2F97GwP8LD4xfg3kydchSQQtHyu0pNVcE8PMzfmmnc+G2+oyTL0R2RjUOeKeldiR+FbCBba5Chgjhat8mGN1xMAIxAm5oAcFUKNX8QA1kdf/wCB+LBfciwzxOwe1j0XiGitPhsgcIqZ1w8AFlnKZeYjC9wV267QBmfShACwegKsSYPpXJfILA0XsE6zzHxtWN9cXVIuQYfpxokv4o5HUfF3P+90YzqxMJLhRiZlLbYrEuW89rH0E86vfoxMiSXxzAHthoxlbX5m1Op0odh/NWH7Wsqmr4lDyHojHO/OKBzvm5GdZoPTiwDWMOwTDrp2lHkm3zOFE0b8rHX+jjB9MJXFNIB165NjzTn3UGCfrL+4jtmXuY/jOlKsf2pK/mOfHw+0rrdOJ4brz7pnjHW2VgNck4Bt5O3tiWVqfD7lhW3829lazBnoy9okEYL8jKA52fjcu4buPNkP4ErVrOLkmBjqcUKVoQlgTaiarvM9DNf7/vvvzRRTTGEWW2yxinfLtbPMMosNL2Q44iuvvFLzG5dddtnSa+spR60vJID1Meia+djTG4Zo86c1fPj8u6B/dQoALD0hu6VKvMPhBp/ZPLqStarWb/q5XtcEsFzLCr03OLgwJCsHC1JHmgTKkXWUnVZqAw28ezazBRaL6ozMSEW2V66/Uzz/JrtuENZrPyMN0C0P7Z9vsB9+Xmn7uAeG3z71ZC0IgakflOmOcSXZZchg4CKfsmMAIjxIIezMmL2UYTX8CjYxqdy0MiH8rgiibnvBKKttIzY/BJvPh2BzvWbDL5jZJgCwpC0qP+2Pc3wLAGsK3O8riJmiXEbJWPLXmOM26WOonxOzx+oFsJx+W5o9GIMpjjHfaZZbsM2CM6114BheVDw8GKcOHnzLcUM6IJCLcKQcCwz7M4EY6imJMZSGYbKVbA8AOgxlFGOIAEXpj4E23XILtpqjwZBMHofzInPjKmPRl2eGKaGd8V345hUX6glNm/AQuzYOQiPtQSisg0C7LWDo8NpCSrDkJ2oxbV7AQ+iulxaTIsw2DQGsFjCNBKyTeSUNWFAz6lMFYJ2GTHyL4v5GjY6IveGISBmz8W29vBvnZJPwkCK2wMw9zSZgmBFsLFr5PO/rOjyM8xlkYmjLRdxLaK+cEwiQ22QiyVf2sKD5kH3d3CGZJ30ZsgNtNo70z3/sw0+cYOJoyEJQpDg+tKXbNewbu67ShjDUVmQKC/vBQdd1gNUSMhFnRjZXAfT47He/6DTbXVAEFRZE+75qw+DtjJ+NEVeaU5AFm5o1sfU7ebgZPY6q2fxNxpC0F6X7cqwTl/7W+n8aM7AqZdxjdOOqJ8QAllve6eCh0+ZMsJWPVhkG6bh7DuOmouXYczEouVYNLD6fToFtBqN9EoDLr6CBRcfJJggBLTMClnTSsT8zJEysuzWwHHPQzyPzIWvdYGSv00ZmOvUdY2PY3oFgYGk9RH1NHI4YA1gaCHWZRqnNyrGdqhW14Yu6Jevz5h8xcUP9Pfmnv4Ph6gTzqzkfqaN5IBLCSBrMVMAF++B4rayhFvf1lmw1u2OPqc3rG7qfMqnSPms5ACtpMWCGMXPPwdWdxMwQXGuW6J++RapMOziAJfdME3vBm+WbdGsgZGClVTjk67ZBCNQWWQgUf3Y3Nr7UiiilUkTVwowfzPzRtMZqoAlguXrL49NLHMN5AoEoRKOs1pltiR717jAeSnk4TRkFbil0qw/Pnk1V5uXmZohhgHyiHGDThzTq73zx/Q/wpGfLSL6ohtdPic3SrT/BZukeZPU6EaFjdu6ArgQ3hynjoZaHWzHq7lF/L7YbsGEc/AA8ngDMOXOJ9Ubk3Z0q9XU97ToUehqnKj2NtcA63VexTmt9lg15y0XLSu7KmiVu+WVm/8Y8+9EUSAvvv7kfMtoMfYaaac4cCQgPwJ/7oXwEbWIAi5suiqDWagzTXONEhurVN0dvCLbPLmD91GqS7SxmEuqDO5kHs07T06Zy53jxB9EIxLE4QAjrrQ3mTqUQVZYz7mOSIe2x18fZzI6bIwtXaHoM5UiaKpe7el6kpn8LDAhnPczsCNO7LBHGue6pwxHuWaznnG1YGOKql6DdyT4lUGt3jNHmeQ+wl9ZV7CVqTe2YaU3pDSazWFIn7bPvFGOTXYrPTUxHM4CZ9pk6iJKxRuZao8Y06QS0U6bH3cE4YP5HhfgwY+QGS7UCbNQAViXgyrWFnUTVGVK/twzAKtsRMRyU42UvAnA21Vh6zBwH8GEZaFtRaoGSC6Gl5/yuAPC1tEUMCMr86g5t7PfRGAuqNixz2dycCsuaGRpYV0EDi7qF34IRQy2hOwmeFmQAyr+i7H2igeXbS3gS7MzF5tHh/LXUWa3X1ANgkR282gmZXmYEEg3D+ngbsqvd8fQ4c9nOfg7fHWFNL4O5WN2KfUtC76vf667wDLHiHQQjL9i2L/Y6scPDV/Zqi7aZnphjvsSSorPNVsvMWGv59HXUHhWjnlRsTFCyHsL/fGdw9cMzyUEAP16hXmWin7RhL3G32kvEa+w2ANm3ANhOc2HCdOgTSNUzbeLB0ZxNVhzZcU2rvwaYLGffq9VaYJ3Z3Ct5UL0Nk+rYIFuCbxNqVVGzSlvMDiUYS1b3njYLIecTWXzdP11iFd/mZJffd3D1ZCTUbttz9TbIatW356q/ln78O5oMrB+/jptviGrAAVicb0mpr7wJHAiRzvUzkU55DFPQ0r7HH/95M52RUK6l8Gkl8eZm41SugSaA5eonP/hUEYUKt3D6X+FvujO81Qphc6MUeNZduZlWl+l1ByJMw26YStescBwW9/e6/P5aetE/g9f2TdL+S1haLEcsTDohxt0P2DwwXEQ8sfR8pjaae8DD9dIHYejJKZu3m9/NWWR6UAj8nHuLGljUEWpUBHkYQDbqM4mtjnA0Zluqx5wYegiAOKwpQweqPGyZ2b41z4KB1WGzwDk7ftM+hgd5Z2H/+APYV8eChRV7h+cAeHLpTrVvisdCk2kNaDPFgEjqnfoTFgYFf+l5W7PuDPHVKqE5NvyLGeQi/Sh+1mH9extqLTI0lOGb00NwmOMlG1BR+KyAEuFmcj1kvN29SsbbfQGcPAsARWwR6GCcnulghGM4u8KWle/xh8cUPs5why+UTlRZmCX1WHRGPymH6CC5ZrboXPbN/EE4YXhdD3c3Mw+utHCbmRsgmjbqg23DUJ+MpWp/K10oOudakWH51uApLu28FjAuY8NEt5X+02ZHvM6VK7Y/IEz4WIQJ0/ZHONrTCDsV4wF4fQBYxyYZWGWvkw9O73HikGZKI9z7gt7PhBV1JvS/eGhm2Zyl0ei/IgRmOySPoP4VD7jWbDfqBADZEvIps1dw1N8bMcJqrdNarjv0xg4w2jw76hiAbBSQ/+jrTjPgPGQhDR6igVNXdm3HY95htsLYBt3QYf79hujIuboh+57g43vIGPqNnR758wwsk/UynxPSiyPFzSlyTmNf7IVwMT4318BK7gmKbR47Y2upt1quiQGs+WfqAQZveg4mI2Q1y8Dy3UfewRBgan1+DnBZh/vbsD5oxwUZmGsEAIUBXst3yDVbnT/KJhaIbSaA2Vch2cIqNgRSTIHEqHKyYHkvw+xuRuZE9n862RpxCNVT5tS1I7HcMMQ+7NvQXES2T47hN6VOo7mIANxh/dstE4hzc6wzudXyyNK5rNPWZPa6q2WM8we2XRS4Lc4B297hXoCOi+ugT9a0+mvgGWTd3M8yeaV1s3pXbdmKaUaS/uo3kA24MHQcGXavjWu4ZhdyXSfTfO+rxJmm5sXk+Ou07Tk9Mq9WMq7L+/XrZcswqVsTwJrUW3ASLH/IwNIzbPFjDly7t2Gms5QxQ5SL55eBXdyAXLMbUldj4WtaYzXQBLBcvYmGTqEW84VE98Foy5I4v9QbalWp9bip5ibHbl5yvQNXBpaqhYdI/EdAx4+VbO2tMjQK62T0Ax76Xgb76jt4t/0JVd4TsgRORigGhZInlAUHOLyUIsUUK44t5WEu0z35BzzUZw5TWX+yh3WFjn9vpusn5VoV891BmPdo1GT4Egw3VjsdZoeVZIpyGXTKsvnpL04fppea9Rvz3CdTQuTbb35u3XsyhECkw/sEZCNwOkKl+K6XgeUPVDJ+Shwa2Y/dH9Jp/TgrAyfly5lqnCnHuYmnDpEPiuxhDzgUcj7v/jFmHC6ZCmLBlz1CnUU1OILhHSEweEktjDBm3mNmOOpQ98QjmLWPrB/aaGhT/QUaVfFhRx9ISmoGB51O3O/L+utZeppzExo4G0OgliESeenRqc7eqo+ZEiDRluePDHCC8Av9m4OwCJS7LHX3x9/8YLbIGWWppBH8aq79ijnAl0bEoqkRZfe16oIUcV5y7sbnEOpaMZzNWnCg60RIWs88dJfC4i/gMC/GsMe1l+iFzFMl4RypSS0/TFLHLHufuo5aODzkiB0Dx9yDyG7lLWzx07boA92c8eaKRxT1I5uP9ZXUlqLG1NkA2m/9L8F21zeKvVa9Cr+8HyFkP5YNumG0YRivGIFCrh3UN9uUmdq02W/K+keColLWBw65fpR54i3pQH4kERydog/WKDs9Zn3OIsElXxsNtEEIxV0JIbk0zv9tGLwctx7Ayp4TraVkUJBVIUYtSmpSdrcVGVgY/9uk2d2PoQ0OQ1u4DsH9AsqXZThrR8g4ncrcL9yudAF3uGikefszdVDXFVexUzmAW8Lva/1u21cIdkbAjrCo+mGepHbivDMgK3teLtdoDG3/DeY/6mXRKLS+PMKzCQRNaBuFoccwUwfOZ/WN+mXYHrPNvfu56xtpLNB9T9yHeL0A1Pz7YOiakhXuTHXcbG4rm8d5NQHBq3E+alr9NfDWp55h7BfOcOJoA9DNcNZ43d4IWcE5FzDTt7ZvIPq/gRL9557ycDjX9mGoajS3+HYNn84xfEeJpqe8i6xAMvi4Z5nUrQlgTeotOAmWvyDiXsGbI2KfZZ+5OsJPxo3XB5pwpDNLDbPVNK2xGmgCWK7eJE10vF+LhVq5WnVic+wOv+W7u1mhBXOFouk31jruruHAU9a1tHq8Lz8o8e/ZJj0fX1zsWiwrx25HdfGiVZb7Hwt8Fbz84a6fh0nWjYQWBV8cff6JYPT8fgJtJL2wva9ZCpZSuDQ2Znl5hQwstWFmxkGGP8TG7GlnDiPQEdaDhKo00o4PQHtLMztWgjD+oPUcgLUaAHr9KrIwUp4zl50szM4UU8wrlW2JWb4zL346BQAsP1dyI0RdrcLuCT+hcDjZsdtBv0sLzNYLzLKfOY96Cp7R87qUXq4LOxczQDETVMouQMjn9f+WlNfFa+adAaEp2/dFWvQOaLn9EIizF5+XAWCR8kIjTAP9bMdESwGQGarDkEX0z2Ku3WIJmaWP2fpi2/SsEdC48T9th17SHchCRRbMlmDBBJYDI6EYcpydc3f0gfUihjSfYwWMz5Bsb9FEkDVhHnYdvjifliim+zYExp+wGU6dHbZ+b2iPydjrNAtAB2mZ+apn+pT7bfaom0WCQPW5bOokK4q2G3SmXv3Igw+LgS231uJt5nhoo4nZ2dEy1vT3xXN+GewIPc9InzNm6MXtNwhZLhkK9xbqRGyWX/U0H33Df/v3CLv3RDC6mPQm/xWxG8GGEgMlDmlMDqYGf1gGYNlMbRS6LgzLrB4TSyh146gfF9vJQzusxERq3W1t6QQbQh4m4Yrl67N+tnai0qFAHbf1wbgMshAmHkU2J0NpxboLwCKrQwOfMYBFvbbzSgCs/779AzLgiYaa2h+oD+annLONz14aajQWdkBZ35MHhP19wHK9zFbL1XdQPu++MeYmsKficG+OwVPBWBUmKbPFvQem5+mYt1mqMRgGJwPgXkIB3NS1nBIOia6A3g12eZswY62TozkdBT0N/fd4jE0dGp1+R6eZor3FfA8tLW1MYsFkFjT2RyboKSD/qfU0arp6wzsbrYef631Wc9SS8dNzfE/MOZP1brFZurURwNp55SKQzWzO1hGdGdnHR8Gxtg+z+SaMazEdbvrpZO2diDFQlqnXSTaMMH/GHvOwbI85KbdPE8CalFtvEi27BbAozJpy6kQ012qaFzEDIJ5LmO2HG4mmNVYDTQDL1RtTHjNzDGPcCVA5kx1BuDPweKxe2MJFbiZki7oadPjusO+xvq0nDCxbtHDBTL2jcgQAxwsPRfGpongCoi7FxzgAO16M+30uqxhtmE4AgDWhPKExHZt1QOo+N7OxMQsWs2FpY9uwjVK2L6jjz0aitvNijrmggcyBfL7ObsZ/M5yNB3UawR2NlZwFxozOECXlex3hCHF68fKjc/HgsvjMBLAmxyHPz5U8YK+FzY5K2pdXB723J27WbnbFQT9gYEHc/JKE/lKlfr4yvtETInSpyw6YxS8j2EbvY8ouenAMMvwJE6X4TKZnvw19g6Hp9+cMGD2GwuemYDWGMFJct1Hz4srZE/JPrASOpN8m4vDxb8nQ++Rbn61q2sk6oYEymfkEoq5ck91wz95XMnUxfGqMymSaCvHnU8go65cf3ioBBeW/43hleAwPs2IUn6UIrVgftPnQKh5nXQ8PoH2PzSQIkmMb2m6cGxl+9E7GkOB17O9k3ryvQpumAMvj+1HR3I9rU7Nv6iuZ9Y9Z7G7Eu55G9rzXP1V7okThGOLFMDwCjmLzz9jTvPFpFr6dTRR9cDYaCrbpUbeMNg+9qua1YNInkhVmLrsPIYTpEdRor/b32fC+Nz27jBnvCDx654t6h62s8tmrLBMltV0ehZ4cmQwBu64mnKp83mFYGvX+aPshDPj3AEg2BbjqACwZMsVWnwfAuGcuGZsggIkCumrUauQ4ZCgS7cBrO+BE8nU7H0DdwSVJQJ4EGHzg9epAHEwv7BPuOwgCbf7HXgAKW0xZSF/4HVJ/YWU38s1Dnh5rzoCQfGAo161wQHH9JtjOMTAE4DvFtm+HhuTN/xlnk2p0NUtpV9tG3y9gQfGZ8eTKK7KRl1efu4ZrExn2gb8E11w/sK/NlEeG2Z1wqrn7M93SfB7nXCQOCD4v1JlbCI6OsxKOju6sg5/zszY7e5TXchRmp5r9yVZuxZrhMv96K3N2uTXTO5K4th2DLKucc6xl4f3yJMph+KzC7qftcOIthjF7JIAvrlexfYZz92ZgvM40VQvYd7VrlU6s7dgEsCbWlvkZl8szsGS2Lt+sSLr2surYGvHyelMZX1ft/p9xNXfLp/0SAKxHXhtnlgOjpJI9gc33IdDx0ErD+V6jGGfH1Sb7j5vCbH+hXjADsmsxO093GD1069lsN+GLPBacbW6CkCi/WQ3LIItt4iiT0PqYG5v0d0CnriWpgmSu645vrvaMdyEOvJ3V4PFXkrpPWra2LWxGVGYbDALGLM0/vlbuIwuLG0f9JO0VrVa2+PePvDbeHElWSGbsi9yAsLotuKNuOFd5xvVzXgFbxGUny0DGQiFc3+iDbj46TNRlr1xkxu/Ny59Pjqw5/m0U9T3sJohZKwYMr5V+z6xL+0DINGBgQcT90jpE3Pm8i/85xlxDHQ/76vK1wPEB0+Ppdhxm+uIwExujZi9kmMUTY9OhGtnHMLyUVP03AQZY1qFkdUJ9kvkk3+3+LOZl1Bns6m1/ud6K8FeCEKro78lzlpqn1ZywaVFDbavzR0MfxgPT02EOun5gu/kU4ad/Zbgfh3GsBRx9TNx/dlu1zfRfKh0WdQHqnXPTnc9phlAK3km3OQEehteSYZEzS1lAdUigx5nX1WpkJJGZ5CxrfFukcNwwwyW922Jx6CR/PgvA+4++4n1wIICFxrAlhmgORahoLUbQ9GAAO1ab0Jem9FbOMcze/IUSwJ9/RgMAq3gLQ4POvbfDMHlB2op1fi/YZ13V9b0R44whTWRDUoyaLDpKQBwM0ETPIycg1Gsp6Fg5lgrXLtcWbuzJcpKG084DOEPmXcriTF7y3AKG5Rdv1/YVxhY1JKklSdsIIT5MbkFgxjEwWNj0oCGQZHWOMtsKbKQBdbKRUt94HcD4lz/sRJgOHKckAAAgAElEQVSoG+MHQKfwKZVwYD5oYA0u0cB64KXxAHATmjp4Tp4nE3UzC4DiPcCuXAo6g1sAMHJOKmcB/GJDsqWdCrWM8ME2hBHWFzbpEy2EfZQak9Sa3OniUYZOu2vUAVy0KZnoQIC9Wsbgj3lNUZA+Mc/FoLKtQjcGuGBN2Z6FvkYFXWeJVrPnGr2N183z86K7Ve3vBFxxopi51cuW/jHralJ89ubnjIZDKJ5fXRszKveSHfuanRF+G++3ygCsXA80qwzOxWRTlSUdIYBF6QDNyu7ds9P07dNiOL9y/ontNWRaddmBnYQBxxM7G8coM4B+gJDnP0KbcFKxJoA1qbTUz6icIuLudirZiljyfRRtrJTyM2ZPxEvEeTjwLTDzxMnAIlWahz9xNu5fJQ37T9EFfk4AFuuZ9HvGpcthl5lijry5w6azr2RPQDviEGpHJKhLcRdOh8aET6f37PpuEtC06ZpPH+WSIsQfYbGrFKjB0ypOablrr8JATGzuxbM3N7KnvWMZANV7pwj3Vr+y61e8+MEPNpOcLtaNyLgzDTLviFGTZRB0U1LgGw/FPByn7BkIcedesewCsgnIKmjEGCJ1iPKK08PPjUsguJs9+IwB7aCHF+czpuTe+6oOK9TsnbkKaMkwmaknawFDgRkUQ6bIgtMNN298RQDLf8GwA/uCnWPMSXeOAUNtnBmf7dXkXjJbueEZi02UhJpetH0fM3edjNcrHxkDzSmv1eNLkPXbGPOw4FIoliSHG7l3i3NHWWCGOonaD11sH7diHPCXXua8+8biYJQCWOK7HNypr9xppV5m4z90jV2xynGh4G8hPLkU3AtXPYpjc6zFtg3CPblJFRMvrNUhon5ahcx2cg/ZPaMVOWK3VXsDwCrf8KZZCFl5E/pNfM+MUxm0nTH3QCOK/Xrfq+XAzaZSBzP8s14Ai2wFgs/VLBartwAWY3lVmPGvsa/ggYDGzJvUf/sQgNYA6IkVe0wMkQPcgT7Qc9C0CjK8BQMzHKXtqHuGjVgtp8wWnrXVvPRhETA7on8fc/fzYw3XLQ85ZM+LwZvsWXdjvKe89tXqSv8+1g4TNmCcIZDzG+e54JAfrzMujr1AaaskC/E/hJfa5AHW1AgtrGFSCXKNXinC8USggICBDYtFuKMcQKkPaMODOjONs4h7RzH1Nz7xZWgknC5V94ffRGASTMJMR2x/MMOffseP6/nAyhu8nd/PfJ4leGAV3IhQ6ltsyJlYAlTBryhSTxYwD7MFJ3El+na0sOyEUKmNETJVj3E+IrvF6xS6u4Vly6xsZJqQ0S32HFhp+4AZze/m908sRgdU0umZ908l6RAxbHjJVHC4MXumN1/BF4HxTZH6f77iEj+IY8XuzfJYYdUg0RioV69yYqnTiaUcBSkcVTDJJDnwCjgo3pfEEu6CzQAWbQ9gN2UrYw+gbYcVe5sLH5T1KhyrZJxTCy6PeMCNBLXoeGESoFV+W1yXyeBlQo344L3ekq3YG7eAUdaJpE/1Ac4/ZXs0AayfsvZ/oe/eHBTGT6wXUW0aSs7P9FKSRltmjOdnXH9qgudmc3kI9OoMSdxETAw2GILBZAVoY+rz2RGCMzHZzwXAIu2eaezFROj4QoQX3YoNHTV0KtnjEP8ddCMBkZK+GKwt8UEBT7a/9xcxMyYzZHaHcYPTnzoiwSgoskRqe5fe2Gffmt7j2sfNNV0PJ0YqOjDCXLG/DQc1PcZ/WmDCeHfIPDgc7CFtLkOLbz8BjnKafbYx5x+ihZOqM0vDPivUbVkBYX+HZ2F/tdWzv+p1HIJ3ybxi/KlkkYs9cvxdnIWNoYNkIzyLg7BN6xx4WcP6J6tkegB4ZHHEB/R5ph5h3vm6r2M4ZSaMDHq7txo80nzL0JzYok3xxfA6sk/UY5ci+99Vj/JQxcNg1m2qPiC8MNY3Y6YtDcZVe9zK2OxRQDtfSSrhWIkDHDd9f/ldfQe1uExrnTTSdABcP3aTdjP/jD3MJmcS0PJ1mWIBuWeE7UzR4iMg/hrbHleMRLZN1rEDYkSHj5pSWw8Otc7sExPfSeB/JJwuYtus0Nts8afKYzoPg02ACK7kYWX/dtYW8xIYhTIGVwEzrQDN8xaK4eO/e8AUrNVs2BfPE2TWVbiJ+n8O/HSWyihFEXIRmxZHW85mKzy8uMEhgDgV1oHXEL6cYvUFxVNzkw4nori8FpuXvrAm9Lq+wDz137cFrEgNrLBMdx3Q14amdcV2R0bXlz/wrIQlkbTjJCTviHWadEKPVY8fhboGCzZg8xS6dV6sGzCPT6vmcV3eDwAgbpUAEPNrWI+M17XrVXrTGZeD6e4pps2xeRQyma67ZJtNXvBXsHfZ3jmoGlXxr6FF9Rqz82bWVZYmZQwYgi8aUNRCpCZinDGTTEDOAZzjh4FxyDBVMR5Svxqu9stBFYRrP+cQPocskjdysfRsvsnXmeyjSxhszLTG0Nd6bdXjRwbjj/cT0OZ4Jxg6F/QptY6QZOEl+3cOAMkTi8USAL5c2QSmZqHUHDAV2vJbBVjr5lpp4Vbbto+RZRkM21S/xs+ikOEmgNW1XpKHECaqmwDrHThTnAuSAsPRtVVKbBADWBR6Hz1Wn5XdeKNjYDpkS77PZq31JiH+Ze/wDpys0Nnw5bzC/RKBa8nE27XamTB3NwGsCVPPzbeoGsi1OORn+UaZg8oP1lrCrI5FViDSotNGPR5J0W3MzNiEXLXLxBH36w5Y4Y5HvLhd7Sy3PjkWIqP1bxpS7/25AFjMQMZMZGIMcSBoJUKsTAX/q76dhoyClNHjSc9nblmfpYP4B4I2ET278Ax3IuT/2f+m6ttibkGYWneYeIbjZ/m38fgXht40/l7dZ3sgm1qnEhnXK7mAJP5Nf9ugj834NiFsa3jhqYmhLc5IanXNrmObhqdNerGY1a6SrYINtvZ8rQGNlEYZlLFel4CbHTh7rnVS6JE7eqM+8Iq7OqT3/1TovjBj4dMQ0me4XyUAiN81x7TQzPlkPFgzbYZhF2KLzfStef6TqYKa0Jo42wDA+p+tz8oH3EbnMLIbHVtEWeFQlG36czDYX6v1zahzxDAxn8I6W1eCdSZ81WxwHFBXhQw2CxBEwyU81BbBgEMhiLoihFG7YmtbcKXT3A3tMYKNq0N/TIex/X7u1kDrxr8r3EGviIxphyJzWmyxDtHsSG5yGZKc0I65rcM88Mo4h7Fbc3NGAPPgdyv/tif0334wvQF0/A5aG/tAM6qarQlgTutmheXmq8IQZG6mGb570Dru2X85GaFaeVctnhaOAxNlGYBJtRizgumMjeUDJnxPDPjyXf0AWA6F/g7tBrA7pwU4/BVCCDciuF0AsIp9pi812/A/DQiGoIqUQZUl+vzF5zBoD9deOpSNiWu4xrykwKS8fuw4kIAxX9A4EcLdz48zayxaX5/WGV35ZIY9HgFg/6hbRwdA2ymbt9v+QzsYgMR/bAicHKoyUKikQcuyyfLyDzGGB9iEBL6+izUf7jPda9JgFn9DoIR6aJMDvL0ZcybrZH8wHKglQ2eGfRU/JZoeNUOPz+kqgHUg6olgmmeYOaYFdfuYJblLpsBqqa9D1u1tWYWcG9xaWh0Eja/ZY/XeAPzq60P8DgpNk70pZoFqAFi0o27tsECe6JLJNdTqIiurUsRGl+qogZtXPX643R8GgvTZumb3D3YKKAdTe0LHyDI/E8b75yEDXrT6si5MsL1nj/GmY3zlOXHOaXtAr7J79qANVM0kf4tk9bUfErHn2rHXuiPbQ8bOtEoJX7a7cFSenZKPpcablmjgzxieeG82Frgnc/OBa3xmUP4W+0Im2WFm5dioKXnJQ5G+HC6aBo4UdrMZ4VQpSwAxMTZYE8CaGFvlZ16mzaG3QeFYv/KnJ2hmDmHK5Ep2NlLa3/pUmhIdb0m4YdTpgX/Kal4NCxv9rnqj2x16XWNQFUxfzg11d1ijANZJd3Tk4SqkM1N8+qc0itlS1FaMB0Rq/Kx8nGx23W/O366vZT/EtiVCkj5CavjYGJL1NUKyYltlkZ7mRWQ0o+Bw/DT+m5vh26Db0x3m0+/GPjy3s3bbpzCnD8vA+HeK6GpLsNizX7untJC5oMJo5F431uJDH8JuVNUcibCW5Ras7aDZ1XqJN8B83pUAr+lJpx1642jbBvfSgxV9D71eQ6sw8lY9AR5iC0A7E02KRsqdChUkeMRQLZcF0BsP9atm1HDHXMpO9qmzRdSYkyGrzXzo28+994M5AKDXSbkWEDWwhpsXIOKuTWcl2/mSUQC+FNBgw1XZJ8JT26XYEM+BjXG9xoxvu142MmI4Rh+Vn+epOROOOa1Ztj2yMX6AUDnruMyt/IDKSxwQzb+VXFf5doSP1g6ilNUNM4kyJFcyTK0F4KYja97eOAOug4PgjU9U11ei5hAzp8UWb15Xhgefh1Qa9aqug3aRb7nEsR/Vfl+2ca6nfdf++8gMpMkqMa7LCKj8PwC0OyIkkxottP7IZvgt51ge9jK8QL+/nvDNfgAJPSOlrK25Lod7Ets/olBsHqKptceQp9v2AVMc48uGc1s9QjFfj0WGRSdCIFus4H3R7Mm2UI4YIFgCnvinwb6Mu/kMU/LKFpRND4KsLLa+iw6NOBECQWuO53rMZnTNNL0q3aczCd6PTHHHASSpBCLpZ1XKlsj1lvufwPJmLra3+0lq8vRP2GHFXpbhyr0VQ9UIVBOw3hQAFtue60eYhMLdSy0mnclyiz+1mW1WaDwCgIwvAoKWdZExyBhdMDWm7TyE0H6K/h71zfbHZXVQbC2CY1wvGeXAtUhnQY2f4sOdw99UCpeq1D/WwVw4Qu1N+gIQuD0DBE7G3nKtxVsL2XivfHQMQK02K24+sZjPIizrZMqR6MZ6SgLCr0vxF0k9F/vuBku3mqWnfsmc+q+5zKfDMb9jvNN5z+yZdNqJNRlYXeslG8NR8aUd/8XncK81BGsCjRp/Wsh9I7TPzqukHT+7IqEQGbliZDyP6KDkg38Jx9p9B7tnO+e1znTp+gMjeRjRE9vZyFpJgoM1rmeR6GFfTE8M+xXrKqu8azVc/e4mgFW9jppXdHMNhLHDcvSFt7czy6aTvY9MAzIOKlkZomzvieZ2Yd108+fU/ThucjfAJjeGPUgHJy28K/YMNlrU02EGse6wRgGsNcAcGavOWvQG0CvwU9kTb0GE/Xq/I+K8fcUufQubXQ0Q6LJ6wMJ1Ku4DF0X4xlfQXU4lEdgE4rUEsJIe8Oz8wGxz3Ah31WwqcojLupVUNkrZISyxYeX7SBWeC95VhqCVG7TCerWY3SDmehqElB0bRNzNiUNXNN5i1gI1NfjNE8KYjng49UkUOHX5zu12E8fD+vU4rHsLN93ae1ZW1tir1uhGXZ7PEFCtdXEjwkstaIHDv7Y94dEmkEE78NrRYORIBjJpm7IS97Dhm4Sc3oDoPkNgmNpejBpYr37hASyOD4YQiu0FgXPqEWlLHfsaDYN+74tOsy0OzOHhiyFi9Ayij1r2YjmKxHBcMtdozORD9tW43HOdlVTwkyI+UbVLBiFliXCZ7sh+1R9rAg9m2+PATPNpuo3ZYcU2K7rKTIl8/VPQYQu1Ufwn8Bn7ljCjqA3H5ET04pIhIsZQ6useV2MiUdWSrbFqZUUXENBxqcQzEf6sJXmZbTGMUc1mjEMgWS+83804umAOVOdBrNbEAewbDjAq70uu+GHvjkMKecUWyDxJ0X9q6ZGxSYbjlwDaNgbglrIW9GUPemf7nujb9X3TToHnfZ99c6blFgNPZJ7lzMX8EEz2FUKPRpZ9Y/rnOhECE0vQ4aPngFrafXcAWC9bACtm8IX1eeoWfcxic7i9Dj+NoVa+Tdw4DjOoubfzIHffIeWg2sdwMlH/LrBcD0itjdk6SSfGcBUSm/rGbQE6PQh2ItcT6knJvnRTHGBFXyoUgXffuuDMPcyrH/t1cotlwZ5avnFmPBkfZGiOVMAOmUmsRwqfSw3RqWAPvFEIsAWZ8vBJ6eLZZkQAW9U19l6jlw1TIju2cEZPdaHEvLg1ROu3bEC2Y7UT4OBVCUU0K/oDZAIlQ3NygATa6AhifUxMthqY2uM1GM6/c/KNAHJpu5C6WQKsBj+WfZ57wsKz9jTHQIvzjZefNm9+2ddc8CQomrC1EFLMUDQdrcJQy1rnzYmpTieWspx+d4e5/Wk55IQDgs4MOjVoeh3nvzdESO0uCK1N2UAAWK8oAMvqXBE8Dii9neb+Q9xezSXBUOH/qm/QQU9HPdmTXHtmRdIRCrhLWHN2kqlYnTErd2KpeylHE8Ca2FrkF1AeAbCqbSHF01WpSpjx51RmKYLxsEPdinC9yAQNsXj3QYaGoQB2SPO/D7TresUlu6tpzof+1U3Qv4ohgFjfppH30Qt1+cNjscn7aQCsy8AKufv58Znn1wMqR2+I0KcFugbOpeqDFH6GmlYzUuypw6Ftx5XbzAX3h0DGigu1JMNvVgOlXUSs+QyCPxdDb8GnMQ43G0yzTXHe5/8nKY6LJWSpu6OdbNgKNrcFswMsvQniAstvHfIMNr7WE+M2VTFLgJ78awdO5rxI/BTLQvDPdH/TB0LfFrFmjw6zIsBw0u1jbBgtF1myLroT3PILtS+P6GMcBOH2/75VDtzR68XDXCXb+MxRyDjmn7ErPGr0fDZq20Fgm2wOMbIxSedeD55ofXrQbJOdkY2JYJSzYjvH8+tRGIMEPRgOu8HSvZDdxh/05ptmpHnzK//NDEMYptg21B15Eno6OZ8wf3j43isQkjYrwpfqtQ9xKHHi1+G9s07dE2FB6KN24y/IU/H5EsLF9zJkjf0qZ//lRZT7EuCrFDih+7QZmBMPvvhDlnEoPZ4uhKAuRe27Ysxwti8SeVBbiUbwkuEDs8J7fkUU+q4BxXjMNsIGtFodDCnNqkaalxvo1pZOC3aduFlj4fecm5idT8Aq9w78nxx4ozqntsugjBnGKwlgMSzC3UVeUSigz5/Khr5a/TsAS48X+WDpW+knuPoI255hq8y6d81jWG8B9vIzyNJZMwr7lTAgByrJSM2eFXx7OGJjAMSPDd9//whQ+jGM53j8k107gpEirOZsVIX4QrEf/wMHLgEFmNiE2XkrsZ1SNeXm3YypmTyku7tiwDfUPFL1EE1irK5K+oSfIqPsX5mQoCpA6crBcDOytioZMwfeBtYCw1jplJPIgE0sA4PYuqpkPihzmiw0S49AoH9zAJ7brtA4gEUBeTIuYlsUABY1PgMrwT6S3xnM5Z4htCHWs8l6t5jLbYKNlMmNfFlaomC7P0MrDMkK6rXVT4QTQoXOTdHeYm7bu7H5p953d+f1loElD4y6SdX3JHXFwrERK1cMRoZOZp8Tx/PlLy1knajMiEegn2OaYDxnhQmlR1r1OyfRC6hhPPh+YY6GH6EBrPVOHRkkh1kfSU8GlkiV6BBsPrF3aydCQbk2+efH54ZVT4CGIIHpyCSi50qw9JnN8nWA6QwLjx0F9jYbxm8nr+D3N+zeXqo3ODE0WxPAmhha4RdWBs3A8ptvDtJQC4N04P36VaZcPwj6OWP0aTzEHHPbaCzm8pxsxcjqV4T1GDNOGjJT0v8UxnT3r9jsReGmmVnMmM1MjJtjpuquZ6GRbD93A31nxqKuWszAIpWeAoJltt2FIxHDrTdZbifVnQLeBI1GYU9FXRWmqb5mYPUwB6t3RABLnX2XRgiI095wRg/lnxZoQex4kfW3GkLGeCiW7cM8oO5fuENfo/ufrpONAWC9BMbKS2A8WCM4RA9oVHHd0U5fgYHFw29++LTvIdBUfiibAeDIdthMHz/Eu3NTe97ZwVi6DMylfghls9nHks+MoRL3kTEDi+FKDFuibQvAhinPtV03sN1MD49vV41ZutY/ndl/widdtEM7Ejq0mC3PH20+AmCSs9Wi4lN3YEgVACvOzMS09TNNVT9wIyVkggF9CDkNDAVuOPsH9HBj07dTS4XGg9qnVoMlP6JWrLrTtmw3XwN0exOgF8OfdFKDOX81wrz3jQe94zDKYdj4nHbXaOiSqG/MQSX/2kbbkGLIXBdikGAxzDXM1OYtLXfNjJ4SOsLDDx0Z+Z4u67PF/q0bXjqL3sC5t7K+H8XG/51gXguruqvtz6dRfJprEvsfTTa+1NuJtYj2uXq0r5eo/26ADfKuJRvksg5y0h1jzDBkrYutOxwPm6FdP6PYNa3CnCTvXg0aQwfim8U0gNWDejJeqMs9Ev/V6gigppwF4mUmr+egryqHayvn7n++Mt4cDx1OAXtT4cDTwQkwAksPJQy+ZEa4wjSRKgRY2gCZQwHg4jy7HFjNPJTGVgg9Qr1Pg+FNZ4ez4jslYY7W5KPu0COvjjN/rkHfzWW5FC2rsERxyeNsqqvioO8jsnm1rA0hMFINwArYyHG8afzJeNgcANupIyMqRanxQXbttY95EOe3YMmfAbY8gdm8PqNn8wu2BXhz8T/9fZXEm8vGpf75ujgIj0CW1HgPEWtt+Xv0uiAtEHe+qGUy0CT4aXKMqCuSQIsrxbbItrY56q9ek/2W3MfswcwiPKlZztSO571CndY4EaHaU2HUUi8Swi/79q97L2adrN0VkTGp1f+PWV7OuwT6U7Pp1GAI3pRp3Lpspb4kzPi3O5j0KdsTmbPJkhYTUXb3kk7TBs/iMvOFZ5Q1wcAaky3denck+23qgZI9/zH0AZ3zWc2pOQKa3rs2qmn6Y9a7fnYTwJpQNd18T14DGsDiRqsv2CDDR3HQhpuVSmJ38jDJNsbsYswyNvBypC1lWunEmVpoyDwoUhDzp5rU+58+PKP3h50iFrm+DEwqlnkzgCG1muiNUOvLisR20WIA62CEJ/JQQ9ZMynaA/szbnwlVn5Nl9wNYK4OWrWl2/4cJ/ZiNK4OR/0EI4cEqhJBltymKmVkt9zzwYN8apGeWb9Si+/yiuabrCa9WHxxgxpmjISoaizhuhNTRr4CB9aIS0Q0CaLL+2WjIla77FAOr0naIQNrGf2gzy0FQnWBqYHZ3JP3GiYSSXUIAq8NSmVNgVXr7HzOwKDa+KvR5aFudP8J88FX4as2i6Uq3Zf9jPwyKioWa+mbM8Edx7B9UeEIswK/1C8rKsQdCZV7KtF76YHgOrSL6Xu17yIZ6+l2/cTkZ2n9zg9HjQkO96UPQmgBqxkhYZ9As7h9xH6AO3ZQQ+eQBnkwR3fazTTXafPCtB261B1Hevk52gLL/zjfk4Vt0GFK1b9a///J7hF6dhTZT+yuGzDFJABku/tBGpiDUAyMw+FqA2MLEJJvDzjw5A0Qd3rTLWopuf10+Yhgq9uS748yrGM/WNNaVfQQTMnA+6YoRJFxdiWYz9I4hryn9wP2vGa3ChsK31rJuxuWkZuEwMGdj1PdYOFX+oJwqjXzf5ueMQLa27MmJ6SOueYqj76NSea+PfvcdDu6h59j3iHoALAIlbOoYBHAi/bZj21/mUWclH0w21S17TQbwA4k/Lh0JbU0P/saZpJgllJk8KUpNcEhe0AMOu1zdJAcBXAVNgwiRk8F4o6hvasaVYjH76UNYg5wJ8JMGK/44P9haSKOeW1Txt4BRRhFghlczzJrGPRJZAfTmVzOnOxi3U/qus7ZqNwsh26TYapjLxsMhFYB72RxDZiMdKeOADu6/dju0xspLwvBQ6pzlLD8XTFdob9mXzAinA1ncnTYRi2Yh+HcsMy/CNN/yIPp8WENYH/1Pgzab3bcW1z/ua6l31Z0AVj8cVPl9jiftbb4Ze9pQVt+uRDl0uKT0dlGaz64UsMqGscrd8chgvVD3MoW7sr2yPXteyWFtb78SxO7/UD8zmRlYv4A8g9i86AMXYB8yqRn3fycDQPjga5Y8GxsFBCoCFYKPrDT6i2uWZEOVfft0c/4OjqpRdq5qWvfWwFvYZ+7IfSasJ1jKOuR1OgCu12eAK53LdDKLrbNEm9kT4bkpix2ZbYj3d3OqM1l39L3C1HY/831iczDHGf4cSvboca5mETvXIhNsNLcQqCdgP7FaE8CaWFvmZ1wuPaAYqrI0NgiPvVHMorIfwiniTCNxtXBjQc0nhiAdA72sPZHG2YEGspnzoFgLFo57D57chtAwo9ylELkTodgJVd0jsS9cBxsse7yM1h/NUGF5GNbxPUInKMjLOGZutEhfLzOrY0JPISYjzUio9duuQoYKYQqxTeZXVOQll1zSeiqZ8YLsFGEJxM/eCWFNZHjES2t3ePL5Lk7ma2CzGz+f2hLUmCgz6Sf69209IfQ8PmT8LD5nq/n75kXvSJwOeeBqvZHpsdU8DO/035BaW7bJLNfk2GCTsn0otCNyjakEwMCybAVGzYCMUVNrO8XXMTyH+hgeiHEvc1nEZCPr76LO2vGbuD61GwDfnPkY711xyzZgafEA7+P4K22oQsxoAYQdvW6Zhs7IqiC7gpTmG6C3MzIP5XG/b6TPpuqMeiA84McoNvvHb2ejKK3L1tcD84EF5CLvKEEehgdVMs4fnEdo/M7zusjmJDD8H3VIOm6TPkgm0IKMZgR1fMP0B7uGmTKZBIPAQCxAn0Tusw85H+EFHNO0tzBGd8RYFZtp8g7zCQVfM5NMiLoOmCVv5Bjfn1JcqHpDjuT5DG2kDpg2zv8MLbxWaTN5oCF0dlyzmwu5JIuDIEXR0sBr6mgb38uNIIXpjx/iDvWpJzUK3FXqY6wPZrbk2hZbrn+WKM0my7SaHVeuT1uPGSnPuZdrB96k5oETkdXr92DrdcW2BuPx/S8z4IRjLXuHF34On77ukm1Wo01sXYRSDh9NcCFDlujoCsLTagshJNBz1K1ZXF3+oSxPAtEKilRscc7x/9jHHQo515z8V4+qrHIcQDJ1P0NCyQz6AvP0VwCwCtOsZrBkcxH3JcyoRuHuMuCOr6CjhExtZ/LkNGhD7Sa/z3LAhEZCJBGCd0IhkxYcYczUO3jbPghNqtwPggtrdY0AACAASURBVMQZtsr8Kh2v1wRlF4Jej9jqyMrMpAuCIepKoqA/QdlajQCinSdsyDGrjyLrWfIRW0V+DuM+x867GvuLXtQLrx6T66Yxkyu0g7B3JCNqeMaIimucEfk8PF6EPZkYHZGib1frt/A6hog++PJ4c//LTLLgDp2uPt3/zzU9kgl8nshCmAFTGR87AL34DGrhsW5cNuwSq8Cuyu8IulIEYP0ZANYf6wewnsEaznmfjhbq/DAsek3oOE2Ktjv2WC/TqW6bKwVWqXGSMfVVI+etXfz24rwkeyjteD4WUSmDEllpJ8W6nJjKzLPc2lmSncmxZ7Saq5mR7Xrjnm592PTsUUEyjX7QqCzL3hswq9XHylqZ0tqMQxTlNrJz94YjaCPIXYwDHd3D3gSs8W/Z92Yhz6mNzbFITnM7ZHp6Yao+on99e4oJ0VZNAGtC1HLzHUENaACLoSoEH86DLlRsZw5oh6h55ZAi0TYaAKHIraBV4EVEE9M95nvqJ9z13DhzytAOOyApGDshTaP28YQRC4izjO8i3PHsrdvNvS+Os39nRpyUnQFBwSG5oKCx4TRczGq1yx8Za65QWge/giDyzRBG1gshGWHU2NKCyfHzd4EGhgMtwi0r9Xf+1A0aWNSEWefvOusGX9VpdoQG0SbYzJcZhXaZRl6fzlqxg7M6C2of8Btsqs9OZEyMDyUMH2QY4aMQuz3i5lBbS8TKjwC9mKFHuWWbaK8Z5X5DD/15ABcaNR3yUcszeOhhanC2E9tLTG+K5Wc8RDHcLBAtj08j9uLiZioObZBQKAKQBCJjAORahBDO0A0hhPe+MM6cYDPshWUim+z3c7eYG2wmN35EdnC1WIj3RtUCYOnxtgqyAh6M7IBdscNvGg1AzB9CGHK7wMw9DYWCtYlA9+MA/JlJ0fvjE7BK1E6a4cbwTYZxWsN1U/YeZ74b4+fC6aErd10UmrstvI3v0dMvG57og6uF91SrHx/e5a7cGuvClgAdz0Km2dtsplk5ZfJvBGf9hvGqXduhZwOWBqYeHoaLVga8Zs/IQUzllcweQtbb+r9vS+vMZdd0RyhwXGYKtkuWwPh3AniSOUIgVhsPjNvj4FivkS1Ctps2nS2u3ufJ9XFqcP8c5/WN+1McAsmQ/wseGAugIWNWZ31WnhP3Ox56maQitiFPjzUct7YfKcaT7RnS7BZ0iQZOoutQd4hhvrRnkNXzd3P6fUrs7OCBhWLfb306DlpgvKPYx8Ky9jC/mbWHzWzpMhpKeYoTL0He05lgw/oJyCJjMpw0ILEs1t9HOcfYby9qFjFxBJ0a+yCcWeyGPdrhHBlldofDZj04bCrZGhkIVUs/OQd7GmbpE7Pri12Li3XDtYprVq229snDAbRnQKmtO/etTtw83E8uj6y4D8EJFXKa5E1S32EHILhPjTaKm4+x+jTF+iZ2Rv0nOhXFqItZtn+r9G3iJHPXFIHHfB9jf5/VYQYehkL4vm75vdNPZcw1u/Y1T7891hxwvXN8+m9JLvLu+fZXZX04vG97hBAyBPOXbMXMnEW0NB1ZXT7uy+pTWJR63/4OmEJkczet+2uADHk6J6j7+eFXfh4g4HMXQsxpdEJQIkGsUpKV/eAMIXjrLRxPceg1rzsKESCehevvJNBOoGyvKzMnaDDnp/ZDxTFP8f87nx1rtRGpkTixWRPAmtha5BdQns2RJeYTZIuhMVyH4uW7IE17bAzRmhOhWpXsBWR64wAVhg/p7gzd0qFOmnRNhs0y84ICDoo8xTm3aiBDSleayAEeEt4UbgKYtliHkDA0jdpNZDydOWyMDSekiHPKTr5jtBVPF6OI65B9a6cNCzgl90+Nueom0I71QrjhGSMwWWPTA70fUu9TFqeBlWuO3qg3svd0HSx0aWOLguVrLt7T7LdWeWwBPc+H4cDvzW0iLIyi5u15ZoC21fbFiXoleHX19o9pbLnpeAwHgsPAxtHAmIA+fF+KWWjLoDybsjgwFJBaD/VaAIoGN2eb+GiDfWT/PmY5bNzJDtvlElWXibgZYZaIt5mP90uf/C292f0NQkQ4FsWEUbkGRLbHMlwkApiERVPv98fXMwTmQoxve5CLvEs8fHDDEbIabIPkj2EYDTeClUxnbROgpSvljjchBEHJUNgMqdq1ycH5mn+NMRcBULbnlag/lZVDhKb5+4++/sFseZ4AwcU+R+29K5GlU9vfAajf+ZxkGKOef5YgI7tIZ4pqpC5EOFruPQL9lAfMfMzbs2j6wCihEykR7Xi8+bJlbR4fyKLuvDlAtP44vNt5p4SR0CjzrFI9MVvQrwFipowZJAnKp6gj1OyiVlq95kLHQlHa1Ia53ucykcXeV5PpWeFOsiEJxuESho4y66I2AmsX/5Pgmhyg1W8xxu/P0oqTTEJHTOr7r8TPL4OjxloWKp1mgaXBTt0tloV4+t8AMqcsBrBYFo43MpPf/kzaTM2icZfGv5eZt9Uc2b+XTUiQz1WJaXZr9M0rH0cyjCz6k9NdkXPrSpnrZaU/Dw4vJiUZEzBBLwfTaCuwrqmBdRgy5hJMpMbligsV+yW15whC2WYW9lU2tcRFp9abzoJJ8XVm3zraMuRC2xUZuzZA5q5ajdpUBHU+xzOZda8H6FAyxGOsick3zr1PpfXDS9qwTRmbMa7s3rEA1lQ//HEd32Cptm4BsO5HwqHjoLOWddxCNSTBD1vEDLyTj47mTg26r3r8cPQbz2wsg6/4crJRGTrr42zVwI6qhoAdgbtfsu166eg885udetwsFlou3SBrsbuieK0Gv4pAmERHNJo9/JfcTo18+x6I+KFI/uJwaDyrEimITh6fabVKMReJrY0Q+b1UiLx+byVpAF6XylQfOKKjyWAngP/nY34L2FaZAyOXNKkAXK8GyY974BBuAliN9I7mPT/LGtgcA/qTbEBPOwUYEdg4rcywj2hWvxLeoVmQJaaScdPD1KOigUIG1ivQpnGbKK4A4YLAHy8ye08rahen647fQ2o+0XDqzNCTtOAsXQul4PP5zPPhTU4JL++7Vi+b7lZMvOzU9iJDYxGEfu26avpgctKQUWYYMmWJiSZYrR3o0ofGGBtCmJmEEMlCOG6qxeBxdOEXl+3U18yOTUzKwjSwsg2CiPsGvcyfQGll2FWtovQUjOdcy6csMZer+8+/+wGU3GK2spnQT65GfykzFzYq4SPqKrVD4F9nRsavK6OMX3FYkvb46+yG8rXCHDz0xlHm8Td8m6S9bE7cl5plFFQniFlvKuhUeGRcD3ojJDTzNz4ZDwCLLJ60McTgHjAWaUOfHWf+iYQJFMZ+lkkSMoiYvyu7/3cQ4H5GCXCTzvwXLN5rQiuFQIPTMfJ3D1q3l6G4fFdj7s9D6O2N/xmTAY6+n/pNuZyqGFYSR/0bowU4y/oTmYgEfWmHA2yiFk1X7Di0/f1gWYqRecOU2AT7pYYJyM0Ihtq1mA8cgKG1b9TbE6ePOCTwc4Qju3Hkzd6WATQpBtapONwOhTfOGcHRbHBmP2nH1HSH0gKqtz4YMqJDbo4B6P1/Gei979WjbF+yEEce+uTb9gqAbUwTzQxz1IrRJJqiagyLr55TCVjBpZsBUNnk/1qtqHrK+PwHsrTW9X5zo9frENb4GY0Cqjf9Z6zh2NF27tZ9zK+7uO69B9BjW2g5aZP5iFohDK2zPQo/5Dii3hG/QZsNcbwHQINt8nDt4TxChwKN+ndkrjFhQ2zn3NthbvlvKHheGCplk7R9mLuaKck5T6/62/R+YFWwiXRSqP3X7mM+/mq81cG6/Zmx+e9KiFD2TauC1UlGtrBVy1hYZK8zJNsxiaVW0xnhqNP23HPPmQfemc488t7UeKS7XurgSrAYB2C+8XMymEYArY5FkhxhdJOpPS30uTiPx0bmo2OCVTcdzqyv3gRz0hdMTKFMwvWrP9VdQcD7V9CjI3vNaqdl35m6n6GqdA5qo1OVIaualVWC+SWLxPBzsnivw3zWHQwsauNRo67MuE6Pz5E50aQiGJU1hi188QvuxdpOTIu27qkjzPDQD6f2z9k8n107CP3yWIwxzv+u74Tjca3ftRomyKERNP2l2wCEUH+I8Z+bOEGyJqHGGtc27onia4ph+tm6JVka8jHv7rwTmnW9UeVNAGvC9Doy/cn4J9tS693xvCJh5X/FnPppRtiwYw0i7nuUiLhLEi6BLuP16WxoB9IxrO0NOKJ3ThBAuB4sMlsP8wKBNfw9nO1T9RO/rdOsjHXofpwrXch8k4E1YXpV8y0TdQ3oEMJZMsDAei1ZarV3qYWRQS0XDnrS32kDMwYWJwBPGY9PKG4o09O2HyiWDAGKjeFfzDIh68NcyAh28Y6Nh3nJ8yX0yC1M4QfvvWZvbAx9WSRV+nHQKzoEAuQMYxm4WhrAOuLmMQhX8wDUdAAG6VGt1S5B+MjVKnwkBrCGffBbQ08g6+0CMJQoqpmy3SAK/ipDCO3H+U0TN9oMDxuGyZ5hKdUsyFyFi6kjwnhsMvfYf4oU9k5zzlZ9zYLR5C7vIfPtcIT6FWE3FlQ2/D3MFKgyZmPS5jygfgNJgInZmcTORIjTP2yIkzPJdkctpksADPIwQxDMaoNl+2kd9dO7tYfZY402ZMYcY1kvZL/UY7mQfH5T+XZ7Voy3KzKA7g2UZ2elgxS/cxYcJK9EBsLYBpw/ymoTFf2D4QL4B2iu/Ftp2+25Rm+rZRFopSQ+dJ8120y/39XPIJFHEQi8T4FBxVcIeJHVU7Ru15Lx6GYcqM+lZpBq73raLL6W4cIMbRbbD2D2ogAAB1iWVGYobk8MrHug47fleSPB6tDzmm5zmft8P+qD6hyqwCUR/i8LXdh2hd6G2k/ayM4gnbzMJkf2vH9Uyd5YqY68dpm76iQI2YvmnwX+Aa54kmDYaJfv3BeC5z3MSAzTtf+eaYOVhFK5p7txzzWixc7F2fNkEVKsC4JXW1oduCKAtSm0ef6I0Czqyk1Iy8OT8wrxfWFnMFY2qoOxIuW+7clx5iyCRMouxZo3B9a+rtgbn3Rigx3WnejjMTyZLGOagDapd9mwf7CMrUWMGPZyyULIcX/pw1jLEs6M0xE+eLuE2edMutTewL4k6yPhX/kb1gfrpcw+g3PuOxSVc/4P+D9qFDHM88vvDcYz9znV53eyd+isIqvJglMltgMY2SMAtlzzWCzOXoDmMDYnM6+9+JS5583pzX1vTRvnHTFrL9GC+gkRKO45bn3SjXk6ro4Ee5wi+/1RvthWA4uHWRjzQao/M1qSLoAIOhNqxObmtZBDticOe+vg0FevbYmD40f24Ojqwum+hO/kWn8wpAVe/xjOGWa4xKWhdmPxUBcnG5JykWHO5DaiFaPF8HlNnFyB+wGZdigMX2Z3APQ87a6MfVgrkpaD/H5vE7qaQt04q9PzPcNLXaO51xRfRifFxZBPGHg5MzCmS3wEmIPLL/jLZl3pmvEZl1GfrFJuCLODxS5gAG6IuXrtU7KwV+15kYckWL+pcFhezn0p96dNAKve2aKx60V6hfrLZwAIp4OdRlCSOqZir36EhB0ZK1Unr4jfGmih2i1KtlfNLqS8CWVOtPkIDO5isJuJHItON9TDzH41Ka4RcXm4ryHDrMnAaqx/NO/6GdaABbC4scCgYlp7Hvid19IvmExTfcvek4GdUrkCqOUyGIym45AticZDEMGesdxJZXoQlbaLCwPwOBOodmw2rTjAFtEEoGg56bldNYuwv5UJ0kaLVbxRo8gyAbr+S/WC53gMkPtQ3FaXZQ+kX31JpV+dFp5tat7Uahc/NNYwLElMhxCOHNtijnxggfx3sQCrfoelS4PZkwOR0RyZCk1KlTFIUY0LpoBHk5vNDxBnznTzKask+v/IqwjdvIUZnUp6Q1ZOrhf0TIoddetoxJeHAqm921rMnfuHfYaLyNVgsDEWXWdE0+U8654x9vcuhE2b97PRayNss1rajhnlHnxpjDl5aDmwwHCKxedoMU++M96CtaLXxIWJFOiArqL2rDxcMhwytmMgCkpR2eA+XhRttIR+LPeLlskaJwyHYG/5qORBgCGnjZr3YrknSBcs2/vHP69FP45ADgEd2t0H9jXMFtMVi0FQgkFMOvHd6BCY4tccjc3S4Td2WPZYiv7GxBgxE6IvqvN2FVL8DfrgBpLhMIFilTEkjgeQe18GZNvdeFa5PPQd+Jc+OKw3Xg85+JRVJDWGGDJJkwQSk+M7LFMgMknIMRzdmWyCkkCN7C5fpz6ELOwFPAQwfLEVEwKZMMwgR+A1tsPW72P+/JsJC16xDEfeMtpwTgt7uPvXXgCK1wZQXK/dDo2o0+8O2SjUQSMbr6tGIL8DUxRZXjQmryAoSYfNDQhdpJ0IwPL3JUlKPEgvfU7NoZh37h8EWhCMDD6CXRQkj+1UpJMfyhDYANiU5/jneudSesaQPUsjdUKwjvsTOcykBjDfStY15yHJKqznWs3KGIxQvP9iz6OZi2XlYqbUl55/ytz75rTm3remt6CtXg9nAvtVmPHyPh0GTj06Mk/JNqAuXGw6dLJQczUCWP6w758eO/ZqrfejwRx7COtU7ii085w7YG6APdWM0Myj3lps1Bs9AU6Q3OwcZ5EH/iX7j78N13HuT7hPEbsB/Xuw0nZl6NDymCu4vvsQYHc1wykZVkl7En2ELL8l5nKgFve3N/wbIfHqzbpw7ucR665wcfgDllJAXz5r6wtGmve/iI+2xf5PFv1eyKA2GM6EB7GXsYBlZNRvrJVlX7z75/eTbS8Ybd77QkKHwz4jupSnQcfuDohll1q+t1JMmmjdDiIDnnrKPorJl5r249UAw+tOBAuLmbp5hvp3luWVGb6P3KC6oz4uWTwvxL+PQ6/5e4Z1bx8xnKt9cbhVLwey5sT5nAzqJoBVrUabv//F1IBjYPFzO/MMXpbubbM4uMFUa4bAD+GtYzjM4mAriG09GIsxYvTtk8QTJV7bCDvQGwfdAOEBwf0mDvFrpMEGAHzxYn/hxLEbPK7as7kFPIgfA+ibC2yndwGQcLPPzVxsvGb/azvMx9Zz6WxqYDA3ZVkwainnxThgXKNCCKeZrAWstnbryXnsf1Ob216ZMX/MqWBQLabqWz9/28FYrL/UByv+1m/qahHI5h3roT8wA6MQ1MkgYUakmxACch5CQVJWSUybwBE1xYq+bHrFCAT4zRozf62xmNvYHgagIEg9jp8xxGBICZ2WINGC0K0h5TZlLnuYeIWLV+zXD7oni6W9lw/jwPq8jbOHnwUbXGrgOCZUbLpfddpD+MEISeP3k7pMCjPtOTxLC/Y6h6uvB0nDGz/dhhrZjGXRBjf65wZL9zI3I5RPTDJFrg4gYBzFbxUHMe8h+MtvELLEzFOLzt4Y88MLYaoQh3z8qx5gzyT4d8TomH5KHCAHVtaPYzglD0gMW2P4WlftfBx0fDaxyk+bEq/7TjCa/FJfn9SiGjM2DM+MNfE4ttYj0MN0WRaICvvRZdC+mR0ioLFx7uIcFtuK0Mg5FOFGXbXtIRRP0VlaLPTMJAzfjPzB0JsZg6XCeizTyKvua/RX8G8EEGOHBbObxabDHLv67fXcz7FMUMdadJCpNIdUeockN9HX3IZMe1PUvw9PvobEAzqqyAI9coPeYPOMtmyeC6BXV20cPYFw2UNsEo6UeTbJIMzXzyEch2tFbAHLMZ/zbQVml2qAgiFkwkIJn8RkAUwa0KgJey4Nj0GDCcPu7ozhuxY0sDqsXmBm0U1Oi7GHzVhMQPMzMAAIZsDfX3DVDIOo8HPPPmXuB/tqGFhYZXpu/mWdpg8KM9rqQRkbmkSHCYE1MtIJOGpb5XhkB7ZVWFxl47q6CAe+lLA02WZknWnbFyx5Ch/Xa0GiCtuWvqUr9esHANATNPri+9Ta6oAsdwAMgd3bsCeYAnsDMcsaVQAW2aRLArzaBJpQzFD8uNWwc7YAMjyeh0yPNDK36Lhde4k2G/LKNfQTikBzbY7rNtvf+m/TZXKdxe+ifLvosFu+c084QF9UDtAyBwDnZI5VOne5X/yWe7Ro/jl1i3azGBxmTXM1QIcrHa/OwpWImUy5VySbm6zuoN4jh6C7M9zb6b21BiWbDKwJ0/soRcNIGeoNXw+QmU5s2soLt5YmYKlUMibmYdSC7S2JBeLcbRDSH+lixvNc+PySxB7c99LpWmWqnh6RPJ9jHmwCWBOmPzXfMgnUgAawqOt0+oA+mORB9wYAM1XfFsPDFgEsic+v95Oo2fAADpjuCCeDVC20PLRlXlgyBkiJji0WFObv9/9LL7PGol2jRjPFO6nqcQprPn8XhH6QTixG0WAeyJhRaQw2sQQ2yDLSdsj1ow01kGL7FfbXN4PBVqtdhBDCa1UI4TSTA8BCBiIuhMf+c17zbYeUqxOsnHabmU7by9AdYwiKCzMMZ1/NcmCbaM9fWfn6nTTCjFYOKTLyKDp6Fmi6tz1FUERt1LKJvpJw/YPoD+wXbr4uOzq40kyBKr4FGwv2PwJOTwFw0lpN7KO37NXYAcZRhLOMarkWggBoOLxgUWEWsTi5wMgxnQidHA2Q14dEyBksqfGjKpZsvKshvE8GiWbWPPX2OHPAdawTzznQh5pTNm8PsmvJI59H4oS9mdkkYcz0dzxCXnnoIXONzAsxeu3pvV8dh7Jx+lAWPWe6KagL1mJGYS8wFaqZ4aw8wNSaMXRbANjvUWTW8fXtn/yX81HzEMC/lB8KmaCAiQoqGfWnCKj8H8IkSR/vqrGe3OZHDiqJJ2bdltMXQ5PyMYC/9u7Vaabq02KBzRl/BXASmdG0xcDxSGTzJLujzMgAoY5eylJpmxvdsMXP1yDDBTjk6lBlgrcU8/6vpL1XNw9GSBLDcGxoJDI3huS04nhnliCGyDKzq9WHQH/QMjEzgHVEJqU2B7yGJa6XMdnVfiL3H4O5jHNa8VBjwBjrU6rPVOn94k3W13QHu1A/jwDWCsj8S7CT+kDTYGwTfKHQOcXnyywA26ODnWYeMOPTZ3BoMWFBbBuDcfhlxn5Nwef6uM97lwDg8DQcErHNhPmB82mjRoYPw5zz0RV9TzsyM9+xv3t+/9NHmW8B2uamhn0cyh5nMo3Lx3X3aaznD787jbnjtRkKBFp3feW1UZ6pD8v8mehE5sWrghhfDNb9XPDupyyeXxoFZPnsXZFl9zUraZDt//CzavqgdHY98fYPZthzIvif7df4QPtdUkcxGNHXHvTEbvoPnG1KIJ5yGWssCl1DhCMPyg6qcu38ALDOzwCsv4MpODUciNuuQFmBDiTnkY2Qfl9t7cTnU6LAg6CUzmixiYz+phgih0Jj9XHJgmtfk2hA/Oj+QW5c8dC8/zUdyKopfROZM2fpYX4/T2tBv67RcfJzuU8kU1ItdidYkXQ4nQMAizp/actm+SwUzG1mpE+6nQ3Dxpi1mJqFtCaANWF6D/cb24K9SEBcZwtdEw7w+KxWS4mstiVlN9jW/liQ35pixjNz7NZItGGnJ+kj9tyLB9gpVvqK6oGYw2xIdT7fp/d6ZO6TGd8EsGppveY1v4ga8AAW0k/DI3XKXx0Y8LdbOqzWkc7E10iFUIiWLJFpcQD7EumrnXE24FgOBypFu6+KRLt59aAbRoHhEh4CGXqV0suqtYxkSG1BTRs7sfAUyk2Vv5sZIzZW6aLXBIhjxa4zII71QvFYGlkITEPdH0ylb61QaVgKAiE8fKRsBA6vvbCpISgkprOq8Wc8WFBX7IF/PW+OfWjewO+TovTnKdgjL6Hf0PoNZEy1T5XRHhZt9bvJVw4pBA3+jQOsrZOIPVNJg4deVSs8Kn2h4J8OS8F2YHvsiRC7FxFq562HmbJvp7kVGRobMVKEn4DnNWqu4FH8Vno5qZ3CMDKmwr0Z/fkWAIQj2NYFxkDlkuyC72AWJ6b81aE1PLwzxX2ZSUab+PcvI7Mgs31mrRN8i2Y0xh7oDVGnLItNma7ChV3nxXjIgCUulgTANFhQxpSMy9aB+9Y8GQBGXDpFwbfv89iWg+9IHcgOJo7WX9mDTDBlb6Sbj3VNGukTvEeLwlc5+2Ue71AnhqFXwohwfZ2hoX5yoaixbnuGc61FsfPcex6+lYLPU+GelHl2pP+tnpsarQPeR40iahXRUizcWCtM3nUewm8YxvgF5vtNzsy+q0JB+sApcCw0KpixjnPpOPTH8RYUdLYsQgD0AY8/owbWKADJ2lJZgbry/bXeS00+7ywI7zoUbMsV4QGu14a9MNacdLsHnDUwVO+zyq5nVj0ezDfCXEAW4AMI8WL4LBNn8IBfZq+gjQZCX7FsbDAL5PeYG0VoXw6G8jybdRNOsuTEmwPaYX//AzINPgFdyc5oz8DEMkww06g9Aj1GOsicyRf5fkXGGw9EtH2vHm2YzESMOpBMLPMw9DmvjUA0q5XEENCSxYV1xIPt4++DUf3yjElnToCl6RNUVPExgMV9yhrYr0gNFg7r0f2VGPb/eCo8yBPQWw17n0aMIC/BXs5zi4HRSyBUz5Vlz2RYEAFdb/oDsgrO9efcVWS4UQNLLF7/iDlsAZCWzim7j8mTcBhDx8+F2zvwYe+rRhmGcx64dm+rUfnGp9zfyfoUl1gtZHl3ytbTrIXJmOO8KMZ5kvOltlPvQoKOp4VVLStHnqfMXsot671K+3MTOAr0czmmKRPQtLAGuKwceN0ogOFFRp8I6YcAloyeGCgN21W/Zb6ZkFl9W9+mTQBrwvVCth2jZxgNJJqlleReKpWMZ2BGWiSjE/DTlHbgh9BCHQDtwNz5UHDwcH+bXhRcLoBsbit0rx6I3sA+HN22CWBNuP7UfNNEXgNaxH1piN0dn4nd3QYhbB60uqopQgo2WRt94NnghFA0vxkpYyrRu/T0e9TA8ndz80iArVGjN3d/MHqcFf0xzHS42R/dBmAsqPTMQKSv1SFy9LYSzKL4pj5U2S/LDqXHQhdsNrAM+J8YGEaEPAAAIABJREFUwRiCMmIUUuWkOPj+DnPDE37DJkLWt9z/sjnniTmy8rq7BuGAtFJ0QPILMBdp/z7/lf5vIrhcVo8MU1gLm+G4jhgWcjD0Q1xWDfw62hRXCk/cBdpcryMtvTd9s3uY+4mbxR271m3g3NzPNO/4F2Z86vCQ+t2IBdnD2E52TxNvTsMP64fQUbKZCOiMJnPJUkU8gFHQ+Ix+IOyUmxDSQBBJm/PaZ4ww+wtXFwQ47zogfUhjSOVhN0pGx7Cs1ExhphTabRD/pe6XmCzqDsCKa88/hyGPVgBZFlaUh+L6U0FfhAsp9eiYnnt+bNpi+xIesY2RRt21GL8m6yhuYAT1Ft9LRgMPp5dBELyaUYB3JxwuKumuVXuG/v21j40xF/3TJUnwHbs4R8RZiaSptcfPegIRnqXB+tgjyL5EkNi2d3CA7wRDoQUaPOUMw0EYg/+2LEJvKy/U0xyyXteZaK8jo84uWUYdslzIdtFGdsKdyIgZAxmSnYfsm83OYmikHcCZcRRTsN1P5u3I/KnDzHho1tnIBuCQudVy4Vixmbr81GmfLWOrnrbujmuPHzIaiQpCYJ0fzM/m4ZQHmnotDiHkOBx2UPWxUM971gYIyHVJtM2GQvflUcw/sgcoe9Zr6Be7pjItZTeQccVwDoLKNIK13EuI/Q+MkW0I1ksXiDuQvTD84XIQ538ErJTYE16rjmPZt9issdDCzFkuUVlEf1LuJwubReNl3Ncw8+2FDyI8LWPsyHXUTiLowhD1gLXFUY65j+GGPNg++eFU5oYXZ67YbIXqiX4QA1hkCLNta7WyEOVa76/nuk0BtHwOAIdzNUWXl/91CwTyK4c7HwedRwLE1h+Xc3exF8jnSpbAz89xllf+Nl7/+DOyrwjgHmCZ3X78ko1GVhptIzia5piuB5LdtJvVTwBbWQHr5d9dXCt47TQAr/6KkEU6wD7+xnX+g9fuZVZZJJzb/gfGMjOZ0QHkv4xziF+oqa04TAFYBAcfA1vEjbJOy/xsNGqinvacFK+1GSkRKq39pnEYJ7NN0p7/3ziw7orMz9zZJPsitTRS2JsC32JNAGvC9RKysHheogl7lJE0jKip146CtuVDubYl7o6GdQrAooQM5WZyizVNS5yUK0H2gVlmj8BekUmunOkX+km/CWDV25LN63+2NaABLIYNMHyARgS7Lw4W3Ax0h3k9FNm18rnhjBDT8OW9FLd2ouj+0HPUhn0gTtkTHvvxlpad0nDg/d9iw+kEnt29qyPskPe5bDJaJDcsy7Yr9Mozf1EPjLpgelIhaETwiMbwwlMhcrwDNGMcGKC/0d31V4BhFOBl5jcxZsujx1uMIB/FXZnh68ZMYJe/EwDr2nteNRc9NXv+eJaYG0HRiJLnDMbibAEwm2FFfioboDBy/wyEjP62QtaunS4aad78TH+Tex6ZMYeBeu9E4ot9ZEqAG7cmtKkYssHQwxH2s3175pVQ6S8Z8OHyurlgOx3iUdMz1EUuNJUAXHYiSR6kwqeuA/H+oTi0j7fZqLijJrpDYpoD1HyIZtZbmN46q5/YaxqX13l8PBghz2LGyGsHpkGMf+NQx5CDHF9SD11kdoQEb+k2UkPR3+nZFVtr8TarI7c6RNzJeMmHYqEOsm+s0FRlIWtFPQD98MqVXU/iA2qPMRtjtb5ca/+Iw03sfekzievDOSBnzEwA3f4wX6vZPctQ+gja88gIuCdYQ9BGjG23ynHM5skHqXrBX0+Gxl2lRAKHZCxC/W36AFbrN5ddJ8xTEbjV13H+5Dwa6/ewz7HvfYJD2ubn4ruqjKtLkVFtjml9fRAgZsIGW+348T1gU1h5MGVxYgn+qlatxq7WSXx/SqOR15RpC9Xy/rshfn4ysmGKUfOIadm70+hwuXynPgibcXVP0IzhnEzXXckYor775RF6qG5g9i32CwEhY/CTzotdLuW3JSaVknHmUogLuO/vmw3s2Mu7oHtHja59rsG35I8MC1BLEomzsIbvXpKKPaXbKGw6Hmxf+HQKc+Wzs7rai8dJSMHy9cX5Gt54sfjwbTX1TiPz0cszlM9fxmbCpRbahLBLHx5rroL4PEWVCSpx7aimqXUU5s+H1LqY11PeVGGb/QVabnuvGR5YCbQTcNdG/asd4Xwhy+r5/3lwSLJGDweLcN1TR5pZ4XRcG46r8+FYzFC0kjlNGtCD9FpSgGLqFFWX8OCZoN92dYl+m0hWSLeQ0Gopv8g4TIg2+7m9I2cCorkmb2/BOafT9IUjTkBL/b0+6zXX+WwvpJGvROXEouFNAOun6UHCmBW5jHpLYaUBqG1pp1q0faZxJ88RrU/9XMs6B0jvLHZxuv1MioBF6QtKYNg9FeYqeyQpMD3d/NIEsOptyeb1P9saYNYEgi701swDgfIf0wjwvG1FgfUhDX+3bAy3CUmFy5Bd8eankjnElfCI/n1sZiqCQGRIab0q/Q1xmAsZUJfv3G41P+iJKTtdaR0QZgPa/JwwvIsCoCchS91oPKIfwn8IqB1+E73KGRgQVSQp3V9B8+MQhD6KXYv364xFAmBRlPsmFYM/NTwKNwEwuuru18ylT88WPHlPZKFZBwKj2hi2eTM0H5x4rPjkBMsKVJbM0Sg3U8+X2XqnjjLfI8wxnnXptWUI3odf886sDdXMXKZNRaHy13CAcWK0rt2ZwU30UB0WoGf58EAf60EwtSxDhxqxoyC+TI0NBxTxCcJYK0drWNdDSO/P2DKBvk8exuDvZ9ih1VmDESgkyFJmMYDl9JWM1b6iBlbKHkNo7WEIsXUWbuSZTOHvAEBocTanVRdpNQchLGI1AFguhLDE7CPjU2V40mKWNWZbi42gMzNyarMb+qCe5N3hOyRstpZ25biip/xWZJ4i86+rdivCQ8+6Z3Q+dqo+T/XXftAHo2ef2l2016H5sgu0X2TnwtAshmjFtjIBrEz7SX/BmVu2m4UrCOgfcO0YsAfCMJ/D+/e22kbdYRRFJZsmJbTMLHnMlhfbzADxrkJYl6fTVy5JfIBmmBY3n7Q5IVB9yY7F+toYoYlfRqnjUyyx7qiDas/469kjzKffFa9iuVn+RiwGiboTlJTyDMHauU6WRII/Y3sxXLoW47rFOcWGLUW78t1WbUPiFoN50vWNWGPJie1yXkiP/ZTneXM4gK4GMzJ+12zTAMCqgaVZ9k10gO12mQLjIhCJ4WNX71ZZY5Fi7XQypIwgJMFIOq/ITGRVkbXKtZ4H2+FjAGo8OJ+tizBIjKuqW6v9b1hf9JbwctVO+Pv9YHSJMbPuhmdwznHgeoIkEhR1Qo4bCe2hXh0TH6wO9tHCs1UeI2S1U5fVjffsgwjOlTjAtsD8uw2YVdruBRvuBIQiOnONLMyMXREO+xqTUWS/mhI4MWUJGM68G37XE5vjPm2dmdNNnhquV8IohQKSV6OQJsr6FJOhMMydYUl/A7ujUqIbhj+xrryF72tr7TR3H+CyfTatvhrQc+txiDhZBpEnZfYIwoOPvNk7wHldT4wru2cqmSqvwdo3I9ZAsSaAVV/7dNfVIl9TTdOx7H3HQRuRTpMy/1sKwOKzAn3O+OZ4K529XJxdlyB74tV5Bnp3cayr2wSwuquHNJ/TrIE6aoAhTPS6eStODZdi0z9HtOmnMB/ZHHrFkNC5U5HylpvMVCppvicU3jQ2hI8AloAXZcXXbDRSviluq42CxhQ2tuEQF4yCB7aX9Tjny1b0aev/vs08jnAvMqZ+Db2sPmCNMXOaZtzwZ0MRKhYfDKcDgHU9AKzL7nwN3toQwNLllPLlIYQEZoCAtPBPu94W46+rZRVidjSbgTDSHuHkvScOt14HSkAb9+HU7CEYqU30mjgBD7fPLIMP+TvlPbaeDxd2FIJbxqyIVNiHrt8YgCULlN8IOzCNlVV2jFtnyV5miBWu10cOvSrpXasx7b0hgN7hNqLVYvHjPtkGDGIsHECiAZbqq6QbH4HNsK3MSMeNzB0eFGj/BKvl6IzVwn+vAPD3AABY/U7mQTJru0L8Y/zG7Duj6/ov3Wp2W6UIYIm4ev6U/D7XR9y5V0BDdzibY7qetu7pjWJoYi3GA842EM6k2Hl3mGg/5UPYhpe6/irmW1y3facF8pixSiwO5/kjvuvohNA8wy3venasufRhCV10T7gISS3mRnKLMtsP4dXPvBuGEJ6ATflSFTbl9dSRbAJjHSM+4wzoYw2BThYPd6ORaVFMQl6ZfXbA4BGUta34Sgq0U6hd7N3PO6EH57yYy6GfHglnRWybIYnCZ9+GoR0pllg939rotZrFrJ/R1dAsahmRlcz/JkaT7J9x2ai9w1DEF5FggnYOxIzvecG31WcAvR63odLOvNgt/9UDmfWM+QLjQeMTO6xIoXkCEOEJgNk5Wc+NGkPg98pCHd0z5Pnuz64mhrBsaMgoiMNAl1MOtuc/s1Dm2MsrxK23XPMo7ptPu9n6l/hYamqJfQ5AbdOzRYfF1nD2KzfGYl5APP4arcta72PoPvWnOG9zH6XF1sueEYb5ubUib69sXeE+h0xOrmvUadRGsIzZQvWOY73fkynbG+GwI8Ek9/sXF9I8GbL7jYcOXYop6PvgFHCYYNtmvmZoqS1WuFfS20DZa1F3k8xZssTIFksZQwjfQKhu3h+jNZesyTuz5AK11nvzOlcDXyKT28ZnOcfauQjxjvuKridKOhyG/qpXMM7HsezCwQjZ/DNC92kM79TWBLB+mp7HMNCTkHhBgON6S2G198j6LfFnlzmowkyX4XoVR2hImTjftGO7a7OKC9MzL3D4jCaAVW9LNq9v1kA31ADZLm4ToeeEEOlhKN5ic3iPCPVhmNXhY7Cg9ERyEJhMqyKsgKEMS87dkoc+xsUsAljOY0uNCB4uy0xop5q5ojd+9Kheh4PXf6F1cRA0NAgW2CxJstKFc44hM4OhZ8v9utWmbj4c4XdkjmgTWnhc5ungaLt+j8nMJUPfMFc/P0tQDyn2y1n3dNgshM64EeYhgfoIBIFCx9H2AAk2Q3nKbEOER35tMy+FHk96L5lq2AoSAvDppO63+hyCbnuAHUbavJho5kRVk3x1UM4YWFEP2PxPbdCxqA3oiF8khwv3c3mj+x7XjtKY/sPWXLynuQtaMQ59yS6x5dGgjC/g5MhGN3y022xX2rDy93GohKRKPwShqgy1SBmZbP0glJ63tRokBDEIZtAInh6KtPZiy0A/bjdojzjBSW1x6xRB5vgQWaYxcAj0mZ4I9JnUsxPhMfR039Ogzg+BFB2eW9afa/l5oD+UF1nXA/+eAaxRN+DhaTWw27SJ7gt/Vo3O/pdTnI7e5L3GmUPWn6yid5jPo8bgBdzwKICZukYMY+wOk3CLe9EuzKqojeHPZMAy3JMAnBgzORHweu8LZgUS/bxEaXALhZavwTzKZ4gJo47/3gLje5vE+OYB/XNobGmrJSFFd9RJ/AyGSX7yDX8aOlmuQGhbrYymH6NcP/YzHVBCpg/epJqCYdb3YePP7JqcF3dcqTfCIsYiszFLFK256LeWparIJmSNXvzPDvPyh+5a9hEmnKADLMziZkxXAaxPvmVG2XAOpGwCWUw0jmUKeDdqwrJOJVuRg+2/vlgE4wiOvaAeS+ZdC5IQ1HJSAGIiQE1m3LPIevoKmGVlFj/5RjjHRDem0e+s575HwWqh5EM9YYuUK6DGU2BqbubebIYKGWstgEUBeRVrT0fDXtijOHH2rAOiXlvRH6kvdTEA02seD50D7v2+oVb4Tat5BSG1ZOH5nwuC4VuIjKl91uxj+5Nk8Uw5a+X79kdYKzMMj7NSBd7mBGB7EPYDjJaIgZJ62uCXfi2zQI9Fd7oKIZwzI5SzzP6NfdMgtW/idRbACgNCCjp/+nlNAOun6W1vYUzviLFNUff+S9WfsZ7g1zAmjyg5JpaNXw8+Z99dFjeY/Vpr9tnzJhNchVut7Eo3czcBrJ+mPzXf+guvAWbcWwfp4oMNVDS4JTSQ+gPvf8WNbSeyhnQUMk4xGxxBIYbvkdlClD1l9KDZSSizWRBycCUArFi8OsZIJKPZgy+PReYcoRBzVnGbFzmk7QpBcobEVbPVF+lpPXr0EG7yf71sCOM3I0JgiGLlWy7byzz3/jiwKvyOfkYwzK5BGMOFd7xpriOApWbU5RAqdCRChrSRCfaPJ1FmKxzjDhECuDgQjuY2XJPhVuohpTLWUPtrCwAcYbY9mUuzZ2rgR826LDOFlwlybf/nXjZL4wZIQ+7EwGmyCYy30/Lz0E8cBj76ewat2wci9o2J+bvMRBJGmpUp07RKAZEsWS94Pp24alaG8I/o2wxC2lrMd6NcW54FYc+FIPBZZgR3udEWY5gJQ1TP2brd1l+ZrXr8SFWv/qql50FShk0dgGW1XrKwLPYFat38euYe2CQD2MzYbuXAYvaRdqwWwcwUs4zskQMwbl+ACGrhhBuc1PxbK2XrLP34H+EXTqOEGcTYx9nU0tdTL3N1I/9/2PrthcQX+6Hen8myl1UCI/n0wfdTv26smWGyMebaPaeu+nVWhPr6UI+oO7PxMWMc2W1aMFgKdTYAhbufZ5IOk4ET7jcyNzI8fXuwZ0MwOPykZQHoU4tNh34yA+FqEEymldVXmAiiE4zPlgLjs2rlddMFWwDA+tgCWDS/2612OOqm1/+kj6FzianDu2LMPsyswGLMuMrw44Ozfk0BeIaEcS689rFx5hvrUHFWFmJaa3m+AVC1AcKPtdHRQBYh12g6nPYAu7pRo9PqVGgvpbz1crD9vn0xB64kLetPmpGcuI66YzxYU7PJJTeQNVL6oyxUxbnsZmQ4/lU3aZ02Wk/V7iN72K2NzrnkNGLcP63hz0WQtOT0AWk23j3I6mnndGWSTGPni0cDwPJ7ONEoc9p2OqmKVKt/MRm3F0DEf2SHQjQSB9ZlF2gBm7TNhg0yrPxwiDXTAVpmR0Cfkw7RkWRvK+eE1l6tVmfN35fXgMxbsR5lfIc4qPXP6Wgm+KXtdsxZ1NFKWRPA+ul6IsP5qEdaxnSsVLKyLMtyTxnDOsxWWz7vygnnN9jbn409Pu0/2M/JupeXTeaT7FFNAOun60/NN//Ca4CA0+hMQshtPHgo9pt+bhZ5IP4Iehzn4zBHnatTho6xOlfaBmJSWmqeVmgjjDTrQcejTET15DvcIUuM4YaHItvDwMtDbZ64WSQN8cPYNP2NAFZCeY9A2CHQHyLQ5kx2VsVGXnnhNmTSGWsXub9AEHTY82PMtyPcZkwbgR+mlX9PHQqop3MNsoCdP+Qtc+OLMwXXLzpHizlti3DTdhrCKm+HiG55IFz0TrDJyIIQ+xZVMxUeucHpI3BYKH6LhxwyQCOhR8EDADP8nH9fh019Tq2SD1lPGiXJ/h7HeGc1aetTdEEs0wsMEIcl+D5zHrI/LTBTYwBWnOnLPdaFafjmjgE2lk7a27PS/DeE11MQ9gtQ1mkUYSarqsysaCSyCYlNhlBLgofVtJ1WPX6EjVyIxxJ1kKiHRLMZ5S4mmOA7XOrL5N1JMkBe7+GdsyMsd9HZe5hlsUFnJlMa9W8ojPsgskcFRLb0Hs/e0wt1c1c3C1WX13b5bx5AmY+lFyy3ED7Nf5w4qEhyCf10HRKcylwTl+TIa943b3/V11wxcNqqxWeYCRkEeh45Dym8F2gg813Zy7ihSmWmY6jyGGTi7AXk/RYVGj4ZzvtDQIl/EwkedrrEh+BwHugRzaPnbtPHsP/Em38buoyDeFl97Y75myHJYtQWrCY+XrUyG7xgS4D8XK9i45wtWmgNPnqiv618k18Oh8cfNTucOgw3pc2OdYKZR5mpjsxF+zOwTrZZvs2Q7cKspprtR4cQkwA0aqJh6e53ZZZspiOx7FNwvMw5Vss7mSSETEWynGKTg+1cv14iy9aaWBxtmUJmX+q9w5Do4FEk9DgWa4h3EqWuJPLDT/UTcbX1pZbv/LGvsax0aInZ6siKbtdqNfEx01iZFurjYG8dChaXNrKhCChROJnZw7xBU+yQvmbHi0abtz7LkIoSFgXZ/LtC43AE2fzxFKAcH3TM/gpdgBk/KYdx1b/G5kmAUnXHLJYnQIPHhibmBiB3+VaEXzYOqP7Y7TSpPP9AZJ58AVnAyRSuZMxOyfBVbSLtYBsce99FoOEmyXJSz2oCWD9dr6CGHc+TMSu+lhLxHHXHM4xc0TmT/Z2UotFZ5eU3x+K8+ACID9bsuUXkUOIdt5vvV0QGQp5Jaa8B3OZ8oo136fiXJoBVS+s1r2nWwI9QAwMR8kfKtRvc+C860G6FlOkDwNzhNcfgELnmoq3mMmSuifcG3FRSLJjC18xiQ32B2DgZ3PbfMYhj9u6SyUFI+esf4TWDNoXTl3AFiGOTSTkl9fQh0N2PQgx8LB7OewiuURDyi+898FFWZQQTGELJ7+UhnwKhZDjllZBtkPhHO8CfkVkKZT6PmZCoZXTlfR+YB97GoVZVxrwzQotruxDAYrY5Zp1Lm1t0NSDHMBeGu4gROCRrao2TRkS4nWowCyT5rXUKhJpt2p7mgy9TKYizz7YV7//utD6yrH0i/OFaR9WTu0Yspc1T1gbxz7VYNN/R2rMTlH1jFoJH5BW0j31LzjpSrl77IClDVieF85r7+Yygp3+KzXEtTAEv6u8eRi04svRu3bvyJutQ9E+tKSPfueZibTiMuc3uBwAPtwbYWzxm61opHjrtV8SfKMykePDiWmHMMNPkM++Ns2FkzqTvlB9snfZI44fRWtu92nVxuGXh+rw75ghsfskJYLwtBeabNp3VkCGSDJWsZE/892lzGZI1nLfTDNWKag/zPNRrKxMXrfqwkgteQCjLIgkh+XPv7TB/AkOFIBq1ssQmB0j/D3ikmbXrRmZDLbE4e5q+jKLNHyC75N3/396ZwM1RlPm/ch94cXmfHLoea1AIuAqueAQMlwrIKaIgEEQU5EZkFYmAQUWQBASXUy5dvMgC6qp/8AgJLHitbhJkRTyBCEoScv6fX/fUTE2/PdPd8877pnv6W5/PruSd7uqnvlXVVf3Uc9iHuU68k0XWhLIqVNnQVglKm93+ARxLq5hsm9u7e5DLf9632s2xQ6KWJUx8uOBnfaSwbLi7Nd+g0QFB60205bPGuaUNC5iwL99lmfR0mBKeUCuZipKq+CJXqi9ZLMpei8R4qx0AhEUug7188KTJcJ8p8WUN/fGUOG7hh+37LY7m/z2c8EuKKsynCDz/wCm2F1rhHm8L2ZS8N2XDZU+QxZsCy5e5RHE9pSSPhk16O5LJAsL26AB013PD92TDdbWhd2rsAht1x3NXlqdy526V9k9Jr6jfyxLdxGEC0uXS/T4zq/77zzZ+H7WA9C83i7FuRQlv5G7oi96XZ75zUhQXkDI8ArKKXGTKKR0ydCuynJYFdViSFljHmRXe7kF28WR9KLCG11fDuVvK6de8eKxZxRcPqXCBJalpJmxKEaKThXUrQViW5PH7QiFcFMpF5U/2rXDQxRpv8Xsn7Y2CAiuLK79DYIQIKKCpjKl89j0F7/1LEMvEx4jxrjEzzPUuDADrxVJmCQVSvNpOSHWKplgpskJRLI3NooDAYyLT/cnm8iXzcV9k5fEuC6h+vckRl/QNorIzfdhSY/uMMc0KgjeK4hH89R/rzMw7hJW+iVHwZh/DQW1eYXv+v5t1TXuJN0hJjf9GpnSTJU5kcpo4CVRdCsIalvZT8TR52tv8QmuHUtD7ssecJ9y/H7WR288yfbWKPkTaFV9ZQ2QTi92ljVqLsj23LW1fwN/addSbJ7i9LbaWLIraireKSnlgGLw2S57k778zKzdtUn3ZypSBS8xv/sDXj3Nf+XG8IY3phcoXXa2+CPSITcR+Nxx/xOnD7bmmHJR1xs4W4PNj7+gebD6KZ2SK1ZdaAFrFDpPl1hILLnuRBUHuVh6yD/1DTDkVfEVG0iWzr3zgsuXufsX6kAKlbeglxkg4xhpKxdaxd/CYZs+2LAT8/I1PzBXXpfuH0YmW1OAlzxxjlgNmzWMvhm5uFUX7t9frW+6WSc1d3PepJmWNAfGZAya7176k/QPDx9F4yeZjLSh79se2Nry/efgp7sBdXpbZhLQP8KvMKuB5Zsky0kVxdl7+3HFOgW4VmNmXqXaWsLlZHqZ/kLek8sHe0+RU9sq/mfWB2pJWFHdQ7h2y3FIsCin5N1SJ1yqfabIlxY32EbzpBpRrNHjIffDQSxVbyCuV9A5sBETstPT4adQQ8GU2hn7TiNkUBtz1rhhSCEsxrOKTCmjT/zyz3FNw9OHGApppVuFPBuc9WW6+RbjKjfaXZumR5sISfthGp/0Wxy/lTKBxYKO1s/HkDnqS+FUdrzudihSK0R4iKFluVEXaO1LX/vsPV0VWS3GJX7bJnVsnZbeX6W2f/kecEThty5fYV+34snGRRVuawszjV+zV8w6Q4rCRjCcI1aBnhMG+r7YDQu0FipSzrN4fRC6McZlie9lv2QFPxpJa5BG1vfYrP17tFItNQdy7FSmgj7+m3SJGMfl00OnLSbtPdLu8unOMJRRYG26YfdsO8jfZaGzXTOudpIuTjlmWcn0HpLwzrj9mimWXHaqElqWoss/60nq1pB8ohPERfdIfHebGynP/tmm99FFgbbjxxJMhEBF4y+xYSSFrJPn9+uJjT/ng6YqNIleSOFtZawOg4N26T65ROgmTub8vio31T7YpVpasFz9zXOTKEpYooHoUiFt/HfqC0F+14VQsDAWj/bSZcjevCzaIz7C4K4+bYklxutozKQVPa7yzXvX8ce4XtpGNy3rbdI91ayK/r0YJ322J99xke5mtbL7M2oOpe2uHsH1R9owg7pffscUxI9rN7nWfLKX2eu24KLX3suVj3JctgK7iLsn8tlmifXGgWkvImLYnfLrFf3qsEf8pqie4KG0PfolZkkmJ5MdG99hDzrJPjrEU571b7Dxh3brn+fE41CJN2Lc8AAAgAElEQVSiD2bFH/rm8VPdYXYi/oDcOKMuakkb0RuihAs70V+v28yKavNxUabKrGD5uksZSP7Fgqvrw0xF2S9lRagPqm4lzQrnxaYs2cPGsDIt+SK3OLnHDS3pC2srjbs1JVJetrtZNGNEBRUq+6SSMPzy92ssSUG7pcV25vJ79/1xWmJf5phl4WssAYIC/MsiThv9DV0U006x7aIyZKCmjfSWxGnxymRJJIui0FS8WxuLbnj3sRg+Pui06h3trGL/Zx/p7/9S612h+GpSRqZ9cYeWrlI+KXZIWlHQZpW0jI36+xkWWPfHFmA3KzHCaIylyI1T4yXhHvlViy2kAK2DXvawd2i0/ibPYzopexNA/vkF49zPLRafiiyNlRBFxWfTDefN1XeuNotsOxnvo9WQt/TSu+sxWwNkLaUsrSNdwnke7TPs/dzMH+Ifnuq61kGD1RS4fe6FK36afktu2zrYK3PRunyJklWkavi0Fxhre4Huyohdz1tuWX2HKr6a8zbQDDWjGjbPrhqHUgGkM8zt503m/jN0vxWfESlToLfgusUyBuowtUjxWV79PQotcUsJXOyLtKGs137P5tt3bS+U5hofyqxMqh++2ta2YEoda+FLXm77eQXY1yG63l/dStH1vKzM6ibXRZYM62afDCvlPfw1y7Ku+IzJ8rC5v+9n7u/7TB/v3vPGSe7kryx3v/6jH0BD3cHPtcOZ7QKr/beb58sW9h3062aIhOBg3B6GAqtuI5H2lo7ALuc8YQoc5/Y1i5ub7EPdF1ngHG2xDL620E5HzEVFJVYO6b9aLwspuhTD6PHou6n9pfAs04q/3ZRU2uhu/ZxxbnFbkPX1Fph1QpTmOyWsVVMOH+DzIpPhZpOlqX0JdoDapETZk5piBYqOxEFoy2++0Y5Gm8I9v//vMMaTro6f4yts/4AWl++e2u5iplgPivnQUgD5e9I/vuXSpMDJMey4PWftMylKHxyVxMs7rT8mmH4jilMWbAJlidGyTmtU3La3br/eB7rVZl4bg8/aqXTzpCtQoPiPYN9Hwxnch9mHt4JIK7j6f1jAeVl1aFPzwSuftAUkyOQYgUlpw1A8TXGUgXBzSwkvl4Ez3jm5GR8qr7xKA/zHv8mSqnsGlSdtUz7TNudheYdZGSp4ZVjOn7/Kzf9v7+6jsZCiNR0yRPwfGm1v+33oeIpPJ9PH2WFvmhTNyeZYMwk+axnHpr3IEhxYW6//yeo2S8C8nPp9neLxHHqJ8WzOdWtP1KTEF3piXmxlcacusfhTaUVWhYeYe/R7LH18Vim64T3ishUWq6WlXBxtxYmsV2TF0nhZRC6Sa8O0cr7B/t3Q4KgU9MocmFZkRSqFwgcapvXJaz5hAZYVSPdT+3a3Tsxi3Y/fhwQCt3a+YeuxTvHQ6lCiYNe/kbI/bZMe/61DCKEIjyxZ7v5tPH6/cfxGtkGPqckNXu7wPluc/qZ3tP7vmqP7p+g+0LIQ/tmyEcrSS4dMp5gLoZILjHQJ5/lfbI2QHPEbJng3p+qq/IYjeB9l6bTSlInWX9u8eLxT1seyFx8MX3L65CahVuG15ib0GXOj7FZ2t2y9K3wClmhAhleLafs+MjrAibg2lFfR+6u1tvkP2ChpjrJIWvF7HinntSd6zMJE9PrBqTVRmdB8kWX23AyLobL3Y1nkk8J8viVYyMowqjiLircYjrXZluV3hwJZfouu52VhVHc5vLVvi0P7S7bbIco7P7c8UqhPNeOD2d9YafGP10aWr2EM0Cm2PZcnTtJiXrEf32qWxdeZlWBc2g8k4vdJ97AiG6LvrG3dPqk3hEg8EwIjQ0AfPLIekiWVNgC+eNe9L5vJ+LU/VvB0/RJYHUUflWMbllsNxZIsQ/zHUfStOdbtue04iz2xOjr1WhnEk1KFTzPFwuPNTD1p7VvvnvU0cyMzE9ETLYDjPb8NFBlDduLBx3p4vJk86uy0g2++m/ymdKiGXunrIwVWs7S/SG+0ALFhGvpDzdrjwUc7x9NI7nXHWxDmZLrm/S1T4vU/ac/a03qZDk0TPcV2aytWt2ej0rlUdK4exTyxeGMdTk99s5Jp56MYEIpzE1l+te5/wSbj3Gr7QN7FXvJSCgynKIivNsQqt9qG8RFz2zvoDRPdVXesdlfe0Wi/38QONTGI7lMQ6gfNyiZZpHjSyctvLRDsFyw7UlE3J8VXW7tuTGr8oeSzLv+BkhWY1ZPFRFIRF2WBDEt8oqQeaR9jQ9RNnT6GEn9Pi3sWu4imnzRrrktJJeWkL587eHIU2FZWSp80l4lLhxHPZjjjILzXn6BFf2sqrsI2pSuEfdy8NDneZxZ9SmqgrGZZpeiG17vT+Xq/8VFTAnQ32ssSodDvsmqQdUNcUpSi4S/Be3AzU+7e8KH0jZjiSChuXKdYRLPNKvY9Np4U4LsMRXGUwt3bZTaOX2LxmepQbrZ1Vu+W5klO9AqKk2E03zTNfh/6cnn91uMjazpZnl5lgXF90fvvQxYzM4wRcpslZPmRuXb1Uzn4PlNW/86U1joU+6V9sO7/uvHuX0ymkS7Jeb67ue6vaGLM1EgF4jX2Bo11auid+ks4Flt7iY+Zde/Orxz5tg6XpZKbKMmJiuT9gVnPhDsiJcaRFXW3sqdlaIwzKmsPqf9JX6c6WeWHdb/MDkaVgEJFbv9y/1eR5f+vzR32WU83F0Lbp/7BYtokQzTkZeGzdiv8wDEzJqVae+Sti+vaCShJhA4ets5IdqJENMclXAi9p0BepkXX87z1ct3IEtBhqyx+O5X5ZlUpK8u0ouzre1scZZWb7loTJbNKxlnW94D2mredPNXi77bqkev8rLdMsAQ4Yey11r6qV4X4yNKScw8KrJFmTP0lISDXLW1cX2XBgT9n7kNeASXXJwXj/Ly5/31LMSEyS0M5kggMoIVJrh1tJYr/EJ0Ha/di/9dpAxPfpaxxx1290v1G9ciiQM/oeJTcqC/d+CThTdM40WsXrqM8yRdfUvLXmdvZ2e+ON1NyNdzDgoquazMNi+9Ib3F6hjWfNTESPGF9kuaG8JRJ690TT46Vt/jQHusUlyNgqUQd19qpumJ6+aLT8A9f1R5AU7/JKuO/H1gbZR3rV7Bd1auAndrmyyJIipYvfT/hstCh71+yualMTcm4VPGlgqJsWlIoKSHB/hazZaTLxRZIW26HKmkui3FwyYZPfyhMs13JU+iUk/7mfZ0Guh9l7YoMbegVMHXGOcvbLLCU9lxZfFSUuXDP1448p6x+kNXgHnMseFv4Tmk2p1O7nfs3y/i4kyVrSCuKEfWBnfMpXIpueL0LizJcPmmvzF7cVbKYdPtdPf5WcwlvRyQFhr0PorlvF7S9FuI/SPF7RaCwCJ8hJYU2eC8zq4O0Ivdxn/FyOLL36947LducAjlPsAQcin3TS9DYfsky2vVonZ315RVSWQWPjt+FOkyK1oQu80fr10+XrB3iYuszBIZxsTQu9Lwsq9QiDJT1Sa7ap1gmSyVXkTzJRAxF6st7bXKe73/hE5Z90d89VEmuKaTvHL2WYivWmHfzv/RDZKkdSpA8ddDvrQsU+1IKlrIXWUZLUa+1X3Firo3iYbXadqQl9Xm3KSC7FVlFPL68sY9rxqsKeDSUWhqvQ4/oWjVvbnuUd1hmM7+me7dWXSElqJRZOpSRe5EsY5XIoVcrt3eZzJ8wa/gsN7Wy919V5fuJvZc+dqPfg8ZvOB20Pnfj/HOm6HpeVVaDJvdN5rY877+UOMJvXsZE7xifg0f7uTzFZ0DVvkCGAj5xmDInX/7D1bYvbrccVQZSuRT6g5X4Ga13HQqsPNS5BgIjSEBxJ2a9bZJ70DLvXPvjQFFlK8T3zCXukzc/GWXta23OGv+V1I80Th1bX0jxaePE8estxXtaAzp/gI7ViXHjZaWrzj1gUmQdpgxuvnhlkpRgylPnM7Q1L2gJHL90tOG0/xmq1umsQEuXMLx+qGJBAaK1sVJA/Af+2rC+6ua3EQg8NCqWi2JRKaC5L60YX+lyb2yGFMsSMd+b8TwyAsvqGeFHSthrCqR4s2VxCq23FAj72xbDTGnVX52SHa0fw1a+77FVgS9i0di0NNwP/smyFWoxm7nNuCgN/A0/1YCLe/rVLzTF7MHZAbv7IauvQ/NF80ZFbrhyxw3LVWZRdqVl9GwZNHYeg/FX0FBrwKi+UKE5xuzsIus6f6Bt/yWLSB/IuSHA6186ztxSJw9RYF3wnsmmxB75eDNFOOsbMEwk0I2S6n3fv040Zfw4p4xonYrflOSRo+iG12e9UUB1BVb/zikbRZmbR7M0LZD0rlOcPZv8Q+P5NAdJNE9wiRnNHhrZZ80wC7Qo7FmorUxVqHg5WrPqbXYQoZiXUk4kFf1KTvHuHSZaTMpYMfzQsnUWx8g5HXT1qxxnMW5+ZrFuZFmhIkXwaFj2Jee54lYq+UVsbJ2+C3jBZuPcVpb0QhZJ7Zd03tc0N1GJS7R2fScRfqBfTPtdjwLhSzEky7uWdXSrQfr7G2yN6Vb2/cIKi8uoF1SXmKWqIGO/IsV5GDsp+tC1zM0qlx4+2R1x2cooaPRBr58Q7W0Vu+p0i5fVS5Er9QmW6ISy4QjIlVkHQ/qekGuo4uPJvT1vKbqe562X60aWQOi2HD3JXh3fO724654SlBx9xUr7Jh1jYyj+PtBe8QzLKPp5c5H/rHkhpJXINdm+faLkWcEXZLfQCyNLpHvtWGBtSPo8e1QJ7Gup3+dZvJhFS9e5825pWdn4TdVHbFP58wfjzUaGoZTJ7TcyujbOlBef/ieCTmecBMdZY/zGeowFEJ4UWYdFm55ESd8u6uPdy9u4oql3k5oofBG1nuNfTmHQ7Mb7snOftAkQKBskvz8iSNz97RM2ckd8ebn7gxRy/vHRV2ajfUGdPqCt/1N0aKuNX9Miq73yjZ8yxv3NzGFbVvkphDpoAmRl0SkbzD9saMw1E/1b740ti3SqqdgTCt7/dPveeJYFbx2JctMCM/tV0NgOSkBlvrrNFAW+3GMpmU/8SiMTmf3xWMtguZdlshzNEgZzDzObeBkiqzKdKEV7r6Fj2l+nEx5Zkyhwu3z2WxaAyQ4cqkiN6xja92+0Td+ZFhz5/1lWJSlZ42+EMW6f7UeXUd7+OOji5e5Plj2y2ZzmjXEig3D72m8rhqIbXlndyfru3TtMsNiBq93twbjM297hXtfM5OYtQKJNV2OcDRk28XvyVWZ5d4FZ4FGqT0Druc84m5wfLVfj9AVA1ixftxhC51kGz20TGTz/7Wsro0DZI2nRduoNltHSLPqkzEkYco9oxyTn+Z8s3qFiMraHPGgXYatnjbF4jePdN2Sd7mODRq+p6IXaVd7kW1luxnI3rkJ5wBJF6MNNoRKUQU4u82HRoZYO8bqVX/3e4hlFFt3NzU/3psebnsZS2Rq7+9jB0Cw7IPJFh2nKIukzQismoTwATtx9UuReqFfiUW/pLdSBXFtfuGl+ZUkV+rJuMhZdz+vGp6zt/a4dKHzaEmL5IuvX23tQ+MtdVXGtNrL37WTLcPPI39e6fW2vpnio9zywzsJKpCvewwPpkNH2W441BXr59k0osMo6kpGr7wSus49pxbb4gVmNnBVZjTQ2YPY/E+xNIUsoecE148L6j6G24JuB4ir6pIz/Hf7/TieZUcUyUwgClyjotj7cffm4aciVHU3Z6tJKe+ZBrxBobDYSe/X2f+oDPg5s25IvUEKlP6yxQW1XjEWXpilZUvRHt58yNWJ9h7m7xD/7TW9D8eafO+Te9VE8BwtDGOjn2u/Z9Klj3VPtBf2AZdxrKUekHNM/GxWmyKRHpn24hAjuNzP8D9imUJUpbfope/S2GSwyiL/y47XuSz9YYSrHdNdLjdFbzXc9LLvPsSCxUbZICzZsSrYip3RFZOt27fsuWWHxXNa5k23zPOPV7cqhmxasMqVcZ59+X69OmBeZQm5dZMjnNbBemaNxK7fdxm9NPVhT1dmopl1BljcDX784DLee71mMldlfX2n68IYbXFBhm6WmNTuZRGG4zy664fXxYaQMOvm6FeZCOPofpftduMLiOfi4e4l3YQikEcNQ7whlm1PWOUr1CfiskC3lQKtN4Ws/zbjlPTtOtFgjq1LfmVdaLEIpOpOKrX4Sk5LsD6asHu34e2nzXAqspgV1imJqG5szr3yeZdxLuNDF3NtP6mNGrZ3HOHuXrw3iPj3f3KCunFW+D6GsvpUllhRD4d6uWzwaX9+DdnB36FwzE/d7yFx6oeQeUxmLZRHYsm72maplmaMMllJmKfaqlFwKxK7sxnItpNSTQNH1vJ6UytfqO+yw9d8sLqsv42zPf3tiz59HasV8fdfnl1vm+TGWNGOs+4FZz356v0kWAqH74a3eG3t/Pk4gEH4/HvamCe7A14/8N1CetoXXoMAqSozrK0sgnJBRemMFAE89QYyvjP9/21a4sYFpm0ItxUxzQ+c3cSmoErtpb3niTb5ONR/lc2XSH3lSeYVN+KHe+kjv6GLn72s8S22Qi03LAKb9Qz/2OWzsO73IuVwB/cUB2UQ9+tC+xja+Ck7o2xgFV28q0lTHUC2TXp+bP3WcmzJxvbl8tvqpqQSze7Y0l8NP7D3ZHXxxI2NLo71pGQubzbL/ULbIj87sbiL/uGXyUfwKlTyuAv2YFP9rMVFmWWyUZgkUnmr3likZ5/QhdMdv1lhMp/Hu84dsmA9zuRwoO6eyHr7p5e0nO01XhwwXicPeNNECwq91D1kigGi8pllrRakxQ0WFdzf0iuj2cbTLq8e5k3bfMEx6GQ9tivXoFdKYl/afcl+SRYCKTv11+t/PUnTDq0QHJ1t8mFtP3igKdPyxHt1VhtOG082K5admTesPIqJ5H1TYPhrif+1gsYZmN2L3DefZ3LvhCXg31vYDGb0fwpW+se61rfPr3VH2of/Nu9e6q1OUKXr367BAGZtGqiiGnKRU9sHRLGnzfPY3nrSMVZ1jf+q0/lUvGO/mWlBguTMtfzJ+B3d8TwcN+py5ayump9/LSKki1/2qFW9xKmtsfeR5y6c87fDZr4e4CTb1f/6tpXWsMXwbhP2mTS4/0yzGlS+Ky/bxr1rgZRvHss6SK+hfzcpYSUsU0F1ZWbOCheeRnWuqSaDoel7NVg6e1D9ZvNp97KaWpacCrSvgei9FVqM/tszw8kS43GLRKr6yPH6yygGWmfYvliE3fF8l3z9ZdYzW7yiwRos0zykVAcXDeizQFXQ+TfRip5nyKEWp3J606dDHZuyyp+x1XlnT/KKK3FyGHr89zb5DHzc5vMvDFs8c5+63DHJRCT/6mzosr9QKtulNiy57O7UFyGrEUJIbXutbOHbLsw1OlF41+CH6AJSSINpHxVn4mu1ofBR01kPEYUhjtV+rfO+0jaIMTtpsxWXo6WJsMm9PtGeHOSVesvk49zqL8yPLubZ0W42a5AZ44XunuF0sSHdL4aH6h8rtJTJrWnfdh6ZmZtfRJn2P85dH0t5iL37FKBnpouDrcovpVNIyzn3bYiV8bv4qywA4wb33jRvmw0DKKymxztp3chSXKSw32sn1JTq5jro9/LDUv+PhIBeNLx851X38JssAaRl4Ak1rcwps86Lx7t7/S8ZgaVTg51Vg2SgZ3rHdePchy6RUlSIrxWt+tMotSSaCsAa85kVjLeB/rMB6owVtP9OCt/ezFN3wyuJOQeKvsIDMChq85QbIfveQZZE8xLKfxq8VWbYqe2hs4aqR8QKz9njMMoCtstfHk404EDtaRsZP7N1fdv3sB+rKT0DZAc/7dmOzr2XL1tjIUjNeiuOitcx27eujE6G4TLBX1LG7THQK0i0X4w1RlDDmOc8YO+pWMmnz/HxbP+bbOtKm/Q2gzJw23v2zKU8Uy/AVZpn2X5Gyy7/L/WHf0KiWPm7K4Wbh9dtGjMwsy+cN0Rd5nvkNczdVfJhtzRrtbkvm8hpLujLnoHxj52xT8P+XWUDE28TW/i0ann4Jyzjg+eqHp7qNN2rtH+82a+WTLFv1Rbb/eblZx8nS62HLZiy5KBAoup5DrBwEFPPsmCtWOFlejbVFTGvEcA4H5Unys9+tdQvMXT2ModettXqv6P0SatN1UKl1s2wFBVbZegR5RoXAkZevbAQMDy06kpZJDVGC724fLDj+JfzB/jtyD4yVJ+0HaY2NR/MDvvWc6ETvCbunzbUw8aEfvkpS9Gidr07+Ev872uRHSiOvdxtaQ/spttoaK5diXYHftOpDQV8Ivt26rF1JJwXWHy2t88FzLWNUpBgL7m3gbTWpocZrKDVONOsZnSZe8cP22BOTJow1y5o4K6BM698y27K3RSU4yWxY8YSB2HVFmD2x20BTAM2Z5z0RZYY6Z/98G9V+DFxlVotHx9A+0UfXXha7JSx/spOSg+zE5KJDbSNrAd43RFEw+UMtLXzax8lXLZ2vTu67lT1eO959ZNdJUcYnfVQmi5S8H7TkC1FsgOZ3U5pCuZ2Z3IWVGbEqRadlmz/VYpc0UhlrKj3fsuY9aMqiGa8a527/RczmYDtlVxD3fpaiG95/mGJIbjWynNtQJTZ3jxW+7T0fj43kpkuWmkqCMJwN4YZqK88dSkBKgbPN5Tb53o8tiuP1rem6FRysPHfjMTZuJ5kL3zpzi9gwblYKwC0XxdHIPBiSS5vnn7OgvjoISZZD7UBE7umymPrJ4jUWxH2t29GssT4hF5ch1uHh3fFs9O66Uf2KJ2l/vskUMZsEipiqjGsfc0ox/5S59q2WBEAxH/OUW82lT4HyfZk60azYjKu3YBuykiWUWQoLoPAAYfnVQ+vccdesMOuM0XfdztNmrtmwBIqu5xtWWp4+kgTm37smet/IUjNPkeXWleYxs6Zx5iOr2299tDcrsDzPG841KLCGQ497K0vg9BufdAuWxBkH45KmxAmbF1oOJeM+pFkVNe6NNtKhUqf9OTpVa2XS837H7Vua5hmnrJSiI+Whllwt8bV5j46jG83yx9HJbVLjmqiuxG/xUWGDiW9H+z/jvw5VIow1K6pPmoXDBLNYMj2Tm9Y4EdzL3PH+Ya4ZEelmE0IW7Vy2ftY4N++wye7ri1a7C6PMfK02T7EX6reDF+rM8/5hFhYpTBKj83hTdu0WxJHoNnjlQz7jnCeiQKgKfjhaZeZnlrsnV7dGZTguO51eH37pCnfKXpOiLI4bqrzbLMeU4SSZevvPpmA7yoL4Kz19eoZOFykI9SEXu0O2K7DkxnOMWVFJ0Xv6Da2A9d2mq7dmfN+/TjBlz4ZTsBTti7+bUuipFszexxR7mgUQ3vkV49w37l7jDn3jBHPDjT8y5WasD6h+ll42vOrTyaM3NYY0V5uyPSwGXCtgd/slUp6HRRZjCmp68ii7bfWzn6irRUDJGT6hWJbh6zJaYLRcNNamxloTXiL3L2X/W2nj55kjlJAjq5/0XlRSjk2fmr1uZdVV5Pe0eR7FElti793AgjUZb/GXFox8qVmG7/naCe7NdmDUPBjqsm1SdkdlebzSMtEqi5+sn/+zogoXr4SSy6dcV5VtN2+MqT9aoPxmmAPrrGebVcWf7FCvvQQgE8pBZcxV5tyw/NbcyS80i7BO2cSKjAmuHTwCvazng0eBFonAryyb6hRTmr+koJX8v31NsYvXRG7J7+/zgWm/egYFVr9IUk+lCMSnjq24TGnKGH3sRMHU2/Q04Y5NPzTc9PwXdaSwal2TZicSgtrMNrAPW8aItpK4KdyPN6/zaeNTqEehk6Sf0m9hXQ2xmtJFm3vvKuhVJeENrc31mMgnoxVcul3E1r82MXewm44dqq0/3k4Ln/MMsyL5+eqIWOujo3Fvos3PM8uTq46K4/x8wFJEN90q7d/6sL/5uNYz9jJXv3804nJ4HHL5kxWVL71k6HuLWUPlyTTUz4G/zwUrTKHZ2twqCOOaRtynr3xwqmVAHPrBow210sL3M8170TZ90j4k99thvHvZc9PtjC+87UnL+tXokKa+d72LlJGWqVKlmULYTyv7383tA/P6D05xd5kJtDJ3dS5DZ9oJFudM8c6qVuRuK7fb55kL3AfePMEUe0+6j79zovvkzbElojKp9ju+SVU3vG+dLQWWSmPO2PvsX8yNdYctxjtZ9oVFCkDNrbyWE1UbN3WT98dmFXSGuR3Hdr1JF7bmSyZeBOPlK/rfOsdBS5vnyq6nU/ewyEroWyekn7q/3eKH+tTsrXuGvn+VkOZfXz7eXWd1X2bP0PvsqgoGcFcbfdD0S03xebbFDNMHnazR8pbwAG+LZ46x/UxS6xrW5Nd4C8pg77NdzYXzozPbD2Jk1b7o/nVD3nF55eG6wSZQ1fV8sHulWq07z6xGlRDCHzCXUXoUWGXsFWQacQKX/WC1xVZa1cpw13aSGG/Gpkwcayb03pJJ++Bg0xG5zUnMxt/STiJ1khbFvup8TPnMp411f5ECq3n62eVIM6TSZmY+xjL2KduPxAm1V/6Gbmq04Lchj279QafFsSJF13eub/qWE9w5+w21evnid1a5LewE4EvfX+0eW97wr25o5pIp0CX1VnbtJYfHCqxPmZuI3Bd8EbPrjmkFsX7AToYPMyVXWA5+w3iLJ9TSYN1+Sr4AhmEdJ3xlpZszyhnL3m/WVP9nQeu98nSTp7goVfwkyzCkrEdpRTHUdH2eAI0jNbF+Yu5vz36GnfJ0SCsulxkFdI9L6+NSFluff0/cl3KVO9QyGoZlq0bg+oX3rzEXw5YbRpyVMBrwjfqGtkw+/8puWLVymSkkFfdNykCNv/dfutydbhZ2H1EwZCvzLePfpD5bPlV1w7ubufmuTMSf7pR04Y5fr7UYa2vNoq86VnlVG7ujKa/cjeN3QjdlQPi+iaXb/TXjTIk5em7ho8kk61lp8/zqO32Slfhdqrfzc4MDpGSds8yiVglHkpbguu8ZZlGuWCl/sYDi1xw9JYrh4gOgv/6l41JcDEgAACAASURBVN1Z++Rzu8tqx2j/rqyrCnavfcSxV62MQhdoP5O3yN3vZ1F8R+e2Mav0ey0JxrYvHmOxZrQ/TNQSLY/xGjlx/BhTlk0YVSvwvG3iuvISqOp6Xl6i9ZPsIvN8uXnRmij4+2jEAO6FMAqsXqhxT+UJKCve1Xf6YKRxc5JqmXZT78SJbpNAwhbJNh5Rxr/wyLdNR9RwA2zcr4/+P5mJeefij45VZTIbX+suuSI8afoBxaZplU4yq7E6ldapdUN9FOgB/H+GqgEpUFqubcFxdoJcJ/cmBfoebxtbxdr4xYMW+D46MW9RT56fK233FyxAqYpibshdxJfnWwyTK2e1K3M+dKWstKxea5O2ibfaS/eoL69wiy0gtlzr5DJStCyyQIbbWZyS0SwfvXZFtLnd6tnjLZj3WvfK549zvzQT4F7bMJqyd3tWK2NY/Inkg+4nA9MfaPG85F7ji1xQP2vBcu+xeGcnXqtsVuGobPx3SsZMKVw/Y8qfVweZm8rCIksOH5xaMXLkNnqzudFu+5Lx5lq4PPog1Idhv0tVN7y7f+YJtyIRvucScz3eylyQk0VB3/9qhwX6gKRUn4Dekx+1Q4bIqz6K0bguCn4rBYriJD62PHTTar03DjK3YikF6ljS5vn1pizX+zk8C+i23sSHEcHeKdjfvOWV46N3lGJefc3iXanE8aNWuS9YltxXWhD4Kha50lxrB2Lz3j85yrj7ZnPt1p4ob7na3CivMDdKlZ1fMd4O5JTWfnKUCGN1dPLoS2B+bH+SC/3H7PDidVtXz5I4Lxuu6z+Bqq7n/SdBjb0SkMX6fz+wxl1wSP/3m73KlLwPBVa/SFJPpQhcfadtKBoxZdrTFrWa8doXj7cP5zhO1lgZSTWNj1KsPlI+omOVmM+I137PBDtZ02e8PqbkHtUqibqjwOkN1z0f1yOF9OZmlfQq2xxqY6RTu5aJf6hga9XdOQV2+wbKP0obqeWNZHItTV8Y2D3e/15q7k2ymulWHn1ivfvJ/65xn7VNrUpScai4Ot84fqNI4aVy+o0r3U8Vo6NRtjSFlEz5s8qFZvX19YWr3S6vHm9B36tx8nvOt1a671hK7De9YoL7gfXlHq+d6L51zypzxRhnbmTVtRr4dwvEf82PhgYKVjyiGf/c2pyf880n3Xd+YR9HjYyYymooi5r/saC1x1zZbp3V6v+hY/Ypk9a7y47YyIKi5//IyBpPo/X7r/+wzn3QMtG8yfr8jEafP2YBy99lAct3MIuy2fbh0+9S1Q2vYsvInSb8+P6mxcfbyFxTKYNNQHGZjr2q/Z3wos3GWvDwsVHcvM/dusop+eCi366J4kyutkyUcq3/zqn1DXydNs+9hVQ4ibSX6PThkgxKHo4yrbVKPPHzB1tZr2639exz//mk+087VKpqkYWxlFi97iMeWrbeHTI3TjjxTsuOqyDsF79vinufWVz/ziyuW0HxW4SeaeECFDdSij+5X1IgkJdAVdfzvO3jupEncKN5TPzd4hZvyEQ9Wa1EgZVFiN8HkkDz1FGt6+ARN+OfJ0Qxm+xQN3LPa1kNNYJpNHMgJyppKrOGWotIKbPGdDE+o5w2d+dYdrXAzqpNoCEx4E1YZdJ7wNJSKwOdL/pQf79lBJPf8qZPGRulVI6L0rHKk7HlbqVA0bLUarf7iiEojtIDFiA0WV60+Rj3LFOS3aUscVFdfkPViAEW3b4+ik2lGFV5imJMSYgo7XnwBTrZ9Bm3BJvdVlrXuNZXPG+cu/C92R/xiltx3rdWuaPeOtG9a3o1TjCv/dEq92VT9hy28yR3uZ2Kz3rrJHfzwlXuLRbjqqyBFPP0dawwDmPOxXclLfaUMeX8+XGK+afYOH2JjTspuX5pG/5jpcBquM6m6osbY+j1W481y6vxlXW7WG5eUXuc/4S5OrVnunrrp59we0+fYGOi/y5wVd3wHmwWe38M3oNKHiHrS8rgE/iNubEd/e/tCqzXvGisKfsnDIkN9L1fxi5geQ8/BpVe2jxXVr0LTNmn8lx77/7BFMKyPD7XrD/TyiP/WO/e/QVbuxs21BvZ6+iJRqLg3S1Jygs2HeP+boZx77PEEyo6VLvRLLbmvi97zS4r94V2yKgkG282C7Neyy7nPhHt/fRBqOQ9b7fYVqdZXEeluFdRpkFZY93w07Xux/+72il4+x8eXesuPLScGcB65cB9I0+gquv5yJPhCXkJyHJWCU/KHIYDBVbe3uS6gSLwVdMuzzVT+Karn7kfxAHNW+U9O040N8NV7lm2qftzlDUm4S7YuFt3REoYu3kb20Df+39eAdRuTaW7p9pH+RO2ETr73ZMjRZQsi2Rh5KuOn9BBo9YQTdm1Lv2vVVEae18UPF1WSe+Zu8I9207ulKXGl8m2wVzZ2GAe8eZJlj1nvGUSeiLefiY0ATphVAweWUlJWTB5wjqLMTPOrLssE46dBO5hAdOXNwOmR5qnplJBx93ftvg8yniRp+xiWf4ixWAEvcVqc3tpXn9Ma9Mml7JrLRCsrMp0Iim3M50QZxW5DB1++Ur36XdPqozb0H3mFnO8ucrJ/e1Ec4+R9dF/3rfavfGfxrdZKmW1vWy/K0jw5T9ozyYpGT/2jkmRS4Uvv7c+e++8FVFbx1oXTzE3DR+zSG4oDy1b55T44M/mdvszO+VPxsCaaFVV+aTfczjgouVO7jiHWxYvX/Y2Cyy5PuXNpFlkDFR1w6vkAT/8n5Z7sZIcKNkBZfAJyGX8A5e1K7Ck6D/NsnQmi9azfS9YHikgFE+uriVtnmt9mXNLvEF4/79Osqynq9zLzYX/E3t3Vjgd9MUn7ADNEqrYVLv5IxtF8flkdSXrIh2CKWvsji+L3+s/MmtrxZ87JaVf6tQPB5sF1h/NEusTlqXZs7nwdrMStzgz8XsrtiqXsvV7dvj2OrM+/qlZfo2ExW2duNexrVVdz+vYV2Vus8LGFHGVHu22oMAabeI8rxQEFFfmIts8tEoY1ylWIJ20uyyaVrn37DjB3W0xeH5lLguhEksm3n9pnP7LnknugNu+eJxl9FnjlGLeB5cN1VE+6+BlFqBcaU0jdyGdIkc6nzgSVLtlVAKXKZy+d2r8gXbHb9ZGqbhl1TV9i9jf7hJTyj3H4mpdYCmWVc+LNh1rFlHO/SKS3eJRWMY3uQNG1k9R8XGE4v+82mJLnWsWYb+wuEsqW22y3C15dKrF4Inj8ex34fJm1sQ2NVtDEXbbyVNNnnwKrJmfWR7F7YrNsBTIJL5v5jYTLetOf2KUHGQKvUvs5FfWPFUoDz1qrgbzlrsbLZPj0f++0javkyJXQmVWk+VZVcuNpmy9xJSuyXLmuyabcq69XQeZVc3BlrpXsY3kOve+lBS+11t9X/L1BUrYp5v1338EGSqryktWh5pzYap2xcD66MzJdjKfrbwt2u4qb3iVW+JnFpz9o6b41VjSmKIMPoG2pA+Nd8A7p090x7wtfe1QTEQpDvRuqWtJm+feOk1MLrCEGg/aIYLii8k6tlPxKdZf+pyxZlk1xSys7P1ue493v26CO/LN7RaiiiWpTMu7mnthnYuP5fkt24NNbSBSYpOrLD6WYl0q25eK9oQ/tJifOsRRhshP7cv7rM7jppe2V3k976W93FNPAiiw6tnvtW91HFj0yYatU7rF0/kHT3EftewxsoJZ+ue17spGEM7JZhWibGtS/fz6D63YTEpv/+fHzArp3rVu4VJpZpJKE7nojYssmC7/wFQ31faHfzRLkoMvjmMjtNKBt3fPO7abED8vsoga494WxAxKduRj5rOsj/h3fHZ5ZPL+2YMnuwVm5SVrLSmupMBS+Q+LDfXTJWsik/bf/Gm9WWitdy+12FVzrQ1SYMm1UWXXrR92ty7ezL3BMgh90jII6cRbJ9+tEsTVso+I7zaUa3kG2B5znojiasnl8OlTx5qmf50FLl/vPrTLJPeObfuz2ZVL2sxt+lNXnjYN95qVduKx34UrLAbYVAtev9KduNtkt8yUOE+1PWxe18zhyjAS93/dFMY6bW6WhsIyLWOcxt/BFmj5r+YG+wezuJq5zdAPzq9YQN3Lf9jKSujrfb65r1x5ZPUtcJQB5iXPHOd2C8bu2ZaNU7F9nm7WDf0uVd/w/u4RU3Sagk8KvyMSH9D9ZkV95SCg2GeKgRaWQ984MTpwSisKPi5FwU4vq+5BwHDJp81zJUiRckVZbG87eaPoHOm6H69yB7y+s6uylC7aD4nlv5ml1u/t4OW9dvBS5wD5WX0z/7617rPzV9oeqeXifKfF1brKskAqG++HGtlRH7c9nPZuinulg8c81uZZz+b3ehGo+nper96itb0SQIHVKznuqzSB7/1itZv9zdAixCuxWgqZL5mVlBQ2cknRh7QyHumq6RZI+ZxGIOUZ5yx3a80EQJu+223zJ7enay1Y9Zd/KAXWUFsqbUbeam4Oe7w23mRLmSW3vG7FuxsWAX6auSVKcfXlI6a4H/zP2uiUTzGsvnLM0ODn3g3n2F0nur1MrlZabecO3+5Bd9vizd1Wz9vI3L3ik0BZo33M6pc7X+gkWdR9652fW+60Wfu8nfr+c8Oq5HDj/X77CHn9S+v7kaE4WPoQWPLnOIPiIJTbfmbxyCw+W7J8at9JZl3WrmD8sbmcKOV6Vpn73VXR3PuDuWUsuF+BvNdH40jjqerlG3evtjgpY9us0x74qxTg/VdeRXP67rsjZNtuu20l0fkg9z62YCUbgdCFCMSxmNrXzo+8fZLbw2LHpRXFGlJsvReakruuJW2e/3TxGnf6TU+6V9u783ONd+dqO9hSNsdO5Uf/u9Yy6K10+2zfisk3yyzJX2/v8k4KxLoy9+1WWAclHfjWR1sKrKV2GCjr5H967rjI/ZICgX4QqPp63g8G1DH4BFBgDX4f08IUAs3YU/63lKjQN35oqjvS3A6+aumg19j38dvPeyLKaiQFlDev333OcrfCrJe2NuslWWCp/OzBde64q8OT4ZaaZ69tJ0QB3MPy18fX2yncKjffUk/HwdHbFV+KgaDsY0WKMr4p85tSWd9m1lSKmfXqF45znzOLrGSJ02KvdtccPSXa4IcuBae88X638PdPcxOf+mx3wm4tl4LdzXpqRRST2+S1+GEqctOT5VDeopgkOmm81RR/vihWxrPNBVI861oCb8qBQaA4RVKUhjHXFOvsePvg7EeQyLebO+oqs14LM/cNDLxRaEjVN7yaMwpyr9T0/RhPo4CcRwyTgFdaNqsxvdQn3zXJvaERe2mY1Q/k7Wnz/B47kFK8xQP+ZUJbzL1uAP5oB3oHm3u+LEK94kXxQidY+ID9rR7KUAJ6R33y5pVtLs5rbeu0bPk64zbWLOehBoH+EKj6et4fCtQy6ARQYA16D9O+VAILl65xp9wQWoR4JVNsiaU4TjcfNyUKsHng6+MN2fHmTnjf79ZFQcQ/+LZYCaXU9tpIK77DiRYAXUUxWZRxRuUycxV8fMU695GrLFC7lW4m9jPPs5hQFqg8WXqxwNKmVHF0vnPKRhaUdY3F5Vpt8T/GmvJsaFwLHw/slhOnRi6Kv3porfvQlSsjBrPf+j/ugb9NcX9Yu6WZuLfu3cuypP1D+AITLAWSv8liN+UtClT9fIvR9ZlEtqO/GU8FgaUMDoG7zPrhVMu45Mt2FrNNY23P146PYj0Nt5x6wwp319J1br8dxrsj3lLfIM29chyEDa/cppVy/oWb1Vf53Wv/V/U+rW3K3CZX+CfNIlgubVtYbElKOoG0ea7g6wrCnmYN243jOz77hO15Jlt4gfj9vdQshn9pe4c9G9bl9MFQAov/tNYO54a/3sEWAt0IDMJ6Tg9DIIsACqwsQvw+kATusUyBJ17bspJS/Af9n9ziVBRnRmmNwyKLJlk2hXE29reg5n+1AKVSaEmx5YsCcCtQ55yDJpubk3MzLOOeiuKzhIGZw/r3uWCFW/ZEGF8q/rUXBZaCo7/3khWWzW+KZbFb4/7bFFra2KedjipL0DnmTvmtE+L2/s0yNu1t1lH6EDxm219Ff3va817TZhV1vLG7zxhOMqt3fTioPOvp5qLYyKSTZ9AofskupvjD5SAPrWpf83OzSvxIYJV4lrkO/vVxSzJgY0yZO4dbvmox3eZ+d7X78C4T+IDqAeYgbHhPuT7O2ilXZgoEIDCUQNo8jxLJXLHCDuymFoqzqGy5R7914sC4uTNeIDAoBAZhPR+UvqAdI0cABdbIsaXmEhP4vWXaOexLK9xYM/QZa+6DzzR3pimTxrjfNIKyP9cCaF49q92me9H9a93J9pEUxlk5xFIjP2QxeBQ7QjEkfPnSf612E8avj5RdKv6642dOagvMHCIaEui68eN5B06OshsWLapPAeBl/aIA4MoYpPYmi2ItKYhr2N49zcJKLofv3OKX0eXJ2Dh3WgbEM7+20t1gbpbKGicXy+dvMtZdeVR+O3gFfT3OXMiUvZEy2AQW/2mdUxYwlc0tFpsUq/0sf7KAzgeZQlSuvXLxpRQjMAgbXrluh+/gYgS4GgKDTyBtnsty6hxLnKGYn0WKrN/e8srxFjqgyF1cCwEIjDSBQVjPR5oR9VefAAqs6vchLegTgc9YkOlbLdi0isy8572/fWcmS6OZFgfrY++Y5HZ+RfyRrKDjv7VAnN/86FS3kSnAfLnGAnG/4nnj3GsbiqfTzH1KQWTPeOcki9OT/oEtRZgUXcmciF947xT3yucN30qlE6a/WyD1iy0g9sl7tFyvpGyYZgqs7Tf+eXRbUoElN8OrLAuRUj/LdUfuhAowfVmBTbBiIp2+16TI8o0y2AR8liq1ciQyxcmT9YNm9XjIThPc67ZCIVp0NLHhLUqM6yFQPQJp8/xBy+B5689Wuw/s3DnrYPVaisQQqC8B1vP69n2dWo4Cq069TVu7EvjqXXJDirP1PfsZzn324KEnkh+2LDKH7DSxGbfnaMu884Qpb5KWRwpOPmn8mKY7ixREX7P6z7V4T9t1iflz0BdXmCWYc5PsG/zXf1znPvXuye5fRuGDXBZpsqDyRcqlaS8c657vfpaqwPqLBZ6/+7dr3dunjY/SZ0tB8bLnjHMXvy//cayscuocrL1O0/Fhc7Pdz9xtVS45bMqIuJ1ofm1tYxArnOIjiw1vcWbcAYGqEUib54rZqWzISsJCgQAEqk+A9bz6fUgLsgmgwMpmxBU1IaDA53IRnL7FeLMKWu/OsngqyXLZ91e5fzULKq94UVwfBS//+Du7K26+cfdq94XbVrkvHjrFUiZ3Njn69DefdA+ZMulVLxhnsatWW1a/Voa+0eyGy36wyr1Grn2P3puqwNIftfGVS+LXzZXgwtuedK96/jh3gQVRpkAgSUBKXrmlvtwsCS8yi8KRKFKqKu4cH2LF6bLhLc6MOyBQNQLM86r1GPJCoDgB5nlxZtxRPQIosKrXZ0g8QgSWWfDyI8wl8C0WQ0eZBUOXOv9IfSRPsljtT7eYUirK9KcYTj5TYSfR7nnAgsZ/ZYW74sgp7gWWea9T+fZ/r3Hf+flq9/ZtJrgbf7raffmIkfnYz0L427+uc1MsS9xDS+/pqMAK69jXgr6/aPOxbo7F66JAIEnAJzJIJjuAVDkIsOEtRz8gBQRGkgDzfCTpUjcEykGAeV6OfkCKkSWAAmtk+VJ7xQhcfefqyKLqt39Z646Z0YoJ1akZZ9z0pNvtNeMs7k73wNF/fmy9O9CCnX/1w1Pdxht1NtX/ncWjuODWJ6N4FLKC2tAKobwL4ce/utLSmTv36f1QYFVsyI+auG+3+HHXHTPVPcMyfFLKRSDvPC+X1EgDAQgUIcA8L0KLayFQTQLM82r2G1IXI4ACqxgvrh5wAsqm9z8PrXPKzPOO7bKzmd1gVlLKxLPZU7M/yhUA/uvHT7W4WN2v/dH/ro3iZCmw6l7bmrnXBix5F0Jx+OXv11ka+2yl3wZsDo/egAQuN4XsYW8iUPAG7IKOj847z8soOzJBAAL5CDDP83HiKghUmQDzvMq9h+x5CaDAykuK6yAwTAJX/L9V7tA3VusDPu9C+LPfWSbGe1ZHGRopEEgjoMQGTyVQcCkHR955XkrhEQoCEMhFgHmeCxMXQaDSBJjnle4+hM9JAAVWTlBcBoHhEpCL3QSLi16lknchXGNtU1bCHUYhY2KV+CErBKpAIO88r0JbkBECEEgnwDxnZEBg8Akwzwe/j2mhcyiwGAUQgEBHAiyEDA4IDD4B5vng9zEthADznDEAgcEnwDwf/D6mhSiwGAMQgEAXAiyEDA8IDD4B5vng9zEthADznDEAgcEnwDwf/D6mhSiwGAMQgAAKLMYABGpNgA1vrbufxteEAPO8Jh1NM2tNgHle6+6vTeNxIaxNV9NQCBQnwEJYnBl3QKBqBJjnVesx5IVAcQLM8+LMuAMCVSPAPK9ajyFvLwRQYPVCjXsgUBMCLIQ16WiaWWsCzPNadz+NrwkB5nlNOppm1poA87zW3V+bxqPAqk1X01AIFCfAQlicGXdAoGoEmOdV6zHkhUBxAszz4sy4AwJVI8A8r1qPIW8vBFBg9UKNeyBQEwIshDXpaJpZawLM81p3P42vCQHmeU06mmbWmgDzvNbdX5vGo8CqTVfTUAgUJ8BCWJwZd0CgagSY51XrMeSFQHECzPPizLgDAlUjwDyvWo8hby8EUGD1Qo17IFATAiyENelomllrAszzWnc/ja8JAeZ5TTqaZtaaAPO81t1fm8ajwKpNV9NQCBQnwEJYnBl3QKBqBJjnVesx5IVAcQLM8+LMuAMCVSPAPK9ajyFvLwRQYPVCjXsgUBMCLIQ16WiaWWsCzPNadz+NrwkB5nlNOppm1poA87zW3V+bxqPAqk1X01AIFCfAQlicGXdAoGoEmOdV6zHkhUBxAszz4sy4AwJVI8A8r1qPIW8vBFBg9UKNeyBQEwIshDXpaJpZawLM81p3P42vCQHmeU06mmbWmgDzvNbdX5vGo8CqTVfTUAgUJ8BCWJwZd0CgagSY51XrMeSFQHECzPPizLgDAlUjwDyvWo8hby8EUGD1Qo17IFATAiyENelomllrAszzWnc/ja8JAeZ5TTqaZtaaAPO81t1fm8ajwKpNV9NQCBQnwEJYnBl3QKBqBJjnVesx5IVAcQLM8+LMuAMCVSPAPK9ajyFvLwRQYPVCjXsgUBMCLIQ16WiaWWsCzPNadz+NrwkB5nlNOppm1poA87zW3V+bxqPAqk1X01AIFCfAQlicGXdAoGoEmOdV6zHkhUBxAszz4sy4AwJVI8A8r1qPIW8vBFBg9UKNeyBQEwIshDXpaJpZawLM81p3P42vCQHmeU06mmbWmgDzvNbdX5vGo8CqTVfTUAgUJ8BCWJwZd0CgagSY51XrMeSFQHECzPPizLgDAlUjwDyvWo8hby8EUGD1Qo17IFATAiyENelomllrAszzWnc/ja8JAeZ5TTqaZtaaAPO81t1fm8ajwKpNV9NQCBQnwEJYnBl3QKBqBJjnVesx5IVAcQLM8+LMuAMCVSPAPK9ajyFvLwRQYPVCjXsgUBMCLIQ16WiaWWsCzPNadz+NrwkB5nlNOppm1poA87zW3V+bxqPAqk1X01AIFCfAQlicGXdAoGoEmOdV6zHkhUBxAszz4sy4AwJVI8A8r1qPIW8vBFBg9UKNeyBQEwIshDXpaJpZawLM81p3P42vCQHmeU06mmbWmgDzvNbdX5vGo8CqTVfTUAgUJ8BCWJwZd0CgagSY51XrMeSFQHECzPPizLgDAlUjwDyvWo8hby8EUGD1Qo17IFATAiyENelomllrAszzWnc/ja8JAeZ5TTqaZtaaAPO81t1fm8ajwKpNV9NQCBQnwEJYnBl3QKBqBJjnVesx5IVAcQLM8+LMuAMCVSPAPK9ajyFvLwRQYPVCjXsgUBMCLIQ16WiaWWsCzPNadz+NrwkB5nlNOppm1poA87zW3V+bxqPAqk1X01AIFCfAQlicGXdAoGoEmOdV6zHkhUBxAszz4sy4AwJVI8A8r1qPIW8vBFBg9UKNeyBQEwIshDXpaJpZawLM81p3P42vCQHmeU06mmbWmgDzvNbdX5vGo8CqTVfTUAgUJ8BCWJwZd0CgagSY51XrMeSFQHECzPPizLgDAlUjwDyvWo8hby8EUGD1Qo17IFATAiyENelomllrAszzWnc/ja8JAeZ5TTqaZtaaAPO81t1fm8ajwKpNV9NQCBQnwEJYnBl3QKBqBJjnVesx5IVAcQLM8+LMuAMCVSPAPK9ajyFvLwRQYPVCjXsgUBMCLIQ16WiaWWsCzPNadz+NrwkB5nlNOppm1poA87zW3V+bxqPAqk1X01AIFCfAQlicGXdAoGoEmOdV6zHkhUBxAszz4sy4AwJVI8A8r1qPIW8vBFBg9UKNeyBQEwIshDXpaJpZawLM81p3P42vCQHmeU06mmbWmgDzvNbdX5vGo8CqTVfTUAgUJ8BCWJwZd0CgagSY51XrMeSFQHECzPPizLgDAlUjwDyvWo8hby8EUGD1Qo17IFATAiyENelomllrAszzWnc/ja8JAeZ5TTqaZtaaAPO81t1fm8ajwKpNV9NQCBQnwEJYnBl3QKBqBJjnVesx5IVAcQLM8+LMuAMCVSPAPK9ajyFvLwRQYPVCjXsgUBMCLIQ16WiaWWsCzPNadz+NrwkB5nlNOppm1poA87zW3V+bxqPAqk1X01AIFCfAQlicGXdAoGoEmOdV6zHkhUBxAszz4sy4AwJVI8A8r1qPIW8vBFBg9UJtBO+5//773Zw5c9z111/vli1b5jbeeGM3Y8YMd+qpp7pp06YVfnKv9fV6X2EBuaHUBFgIS909CAeBvhBgnvcFI5VAoNQEmOel7h6Eg0BfCDDP+4KRSkpOAAVWiTrovvvuczvvvHNTcbX99tu7JUuWuKVLl0ZS3nLLLW7mzJm5Je61vl7vyy0YF1aGLXsUXgAAIABJREFUAAthZboKQSHQMwHmec/ouBEClSHAPK9MVyEoBHomwDzvGR03VogACqwSddb06dPdokWL3KxZs9xZZ53lNt1000i6008/3c2ePTuyxlq8eHHz71mi91pfr/dlycPv1SPAQli9PkNiCBQlwDwvSozrIVA9Aszz6vUZEkOgKAHmeVFiXF9FAiiwStJr8+fPd7vttpvbcsst3YIFC4YoqXbddVd32223uXnz5rkjjzwyU+pe6+v1vkyBuKCSBFgIK9ltCA2BQgSY54VwcTEEKkmAeV7JbkNoCBQiwDwvhIuLK0oABVZJOu7oo492c+fOdaeddpo7++yzh0ilmFgHHHCA22677dzChQszpe61vl7vyxSICypJgIWwkt2G0BAoRIB5XggXF0OgkgSY55XsNoSGQCECzPNCuLi4ogRQYJWk47yF1XXXXef233//IVIpLtU222wT/X39+vWZUvdaX6/3ZQrEBZUkwEJYyW5DaAgUIsA8L4SLiyFQSQLM80p2G0JDoBAB5nkhXFxcUQIosErScWPGjIkkueOOO9yOO+6YKpW/RkHdt9hii66S91pfr/eVBCNi9JkAC2GfgVIdBEpIgHlewk5BJAj0mQDzvM9AqQ4CJSTAPC9hpyBS3wmgwOo70t4qLKI46qbk8k/vtb5e7+ut1dxVdgIshGXvIeSDwPAJMM+Hz5AaIFB2AszzsvcQ8kFg+ASY58NnSA3lJ4ACqyR91G/FUa/19XpfSTAiRp8JsBD2GSjVQaCEBJjnJewURIJAnwkwz/sMlOogUEICzPMSdgoi9Z0ACqy+I+2twn4rjnqtr9f7irRagegpEIAABCAAAQhAAAIQgAAEIAABCJSTwKJFi0onGAqsknTJJpts4pYtW9a3GFi91tfrfUUwosAqQotrIQABCEAAAhCAAAQgAAEIQAACo0sABdbo8q7U03z2v1tuucXNnDlziOy9ZiEsWl+/5ahUJyAsBCAAAQhAAAIQgAAEIAABCEAAAqUkgAVWSbrl9NNPd7Nnz3annXaaO/vss4dIdf3117sDDjjAyXpp4cKFmVL3Wl+v92UKxAUQgAAEIAABCEAAAhCAAAQgAAEIQKBHAiiwegTX79vmz5/vdtttN7flllu6BQsWuE033bTtEd4yat68ee7II4/MfHyv9fV6X6ZAXAABCEAAAhCAAAQgAAEIQAACEIAABHokgAKrR3Ajcdv06dOd/ExnzZrlzjrrrKYSy1tFbbzxxm7x4sVDlFudZOm1vl7vGwkm1AkBCEAAAhCAAAQgAAEIQAACEIAABFBglWgMKM7VzjvvHAVzl7Jq++23d0uWLHFLly6NpOwUz8pbZ5177rnupJNOarao1/p6va9EKBEFAhCAAAQgAAEIQAACEIAABCAAgQEigAKrZJ15//33uzlz5jjFvPKKrBkzZrhTTz3VTZs2LVXaTgosXdxLfcO5r2Q4EQcCEIAABCAAAQhAAAIQgAAEIACBASCAAmsAOpEmQAACEIAABCAAAQhAAAIQgAAEIACBQSaAAmuQe5e2QQACEIAABCAAAQhAAAIQgAAEIACBASCAAmsAOpEmQAACEIAABCAAAQhAAAIQgAAEIACBQSaAAmuQe5e2QQACEIAABCAAAQhAAAIQgAAEIACBASCAAmsAOpEmQAACEIAABCAAAQhAAAIQgAAEIACBQSaAAmuQe5e2QQACEIAABCAAAQhAAAIQgAAEIACBASCAAmsAOpEmQAACEIAABCAAAQhAAAIQgAAEIACBQSaAAmuQe5e29ZXA/fff7+bMmeNuv/12t3Tp0qju7bbbzu27777usMMOc5tuumnq8x555BF3+eWXu0svvbR53y677OKOPfZYN3PmzI4y9nrf9OnT3aJFizrWq2ffeuuthdn0Kk/yQeedd547+eST3R133OF23HHHwnL4G8omT88N4cZSEfDj6qabbmrOoy233NLNmDHDnXDCCW6LLbboKO/111/vzj///OZ9/v1w0kkn5W7jnXfe6XbaaSd37rnnuqz7+vG8NMH6UW+RdmTBKZs8WfLyezUIaFxdccUV7rbbbosE3njjjaN5fswxx3RdmzS2L7roInfDDTdE9/n3w1lnndVxH5AkovfM1ltv7bbffvuu6/H8+fPdbrvt1hVor2vpaLYjz4gomzx5ZOaa8hPw40p792XLlkUCax986KGHuv33379jA/yeX+8J3effD6eeeqqbNm1ax/tG+3lZPdBrO5L17rrrrtG7cv369VmP7Pp72eQZVmO4eYMRQIG1wdDz4CoRuO+++9zOO+/cXMS06VTxG19tYLU4Jj9utUnVS98rlLRo6m/+36eddpo7++yzh6Do9T5VNGbMmK5oe1FgDUeeUBhtBA444IDoT71uunVv2eSp0lhG1s4E0saVrr7rrruac/+aa65JVTwfffTRbu7cuVHlUlxJoe3fD/r3woULM9GH75ksBVY/npcmUD/qLdKOLChlkydLXn6vBoG0cbVkyZLmIVOn+ReuYVr3t9pqq7b3g9b2bkru5PqVtR77A59uVHtZS0e7HVmjomzyZMnL79UgkDauwj14p/mXtucP3w+33HJL6j5gtJ+X1Qu9tiNZb/i+HI4Cq2zyZPHj9/ISQIFV3r5BspIQ8CelOoGZNWuWC09ZdZKw3377RQqptIXw9NNPd7Nnz44+aHVa6ze24alq2uaz1/u81UPeD+a8iHuVJ6w/uRHvZdPt6yubPHk5cl25CfgTxuR81TvgjDPOiBRUOoVdvHhxm6WFn8/67Zvf/GbTekObtb333jv6KM5SSKmOgw8+uHlC3O36fjwvrSf6UW+RdmSNhrLJkyUvv1eDgF+LkvNV0l9yySXuqKOOihqSXKO03uvdoL3AvHnz3JFHHhldp/fDQQcdFCmssxRSeiccfvjhbYda3Syi/Tup0wdzL8Q3RDu6yVk2eXphyj3lI+D3w5IsnK/6t37bc889o7mcttZ6T4bknt/vPdP2AaP9vDzEe2lHWK/ebR/84Aeb1qb6bTgKrLLJk4ch15STAAqscvYLUpWIgD9R0WmrTmCSRZsv/aZy7733Nk2L9eLfbLPNhvzd3+830VKA6Rm+9Hqf7vd1drLs6gXrcOTxG4XjjjtuiFtjrwqsssnTC1PuKR+BcB5L4ZRmRSFrC/2W3Az7TVny7378yyVQG95HH3009f2h+erdkfwF3RRYw3leN/LDqVf8irYjaxSUTZ4sefm9GgT8PL7uuutSXYi8tUFybfYfr8m/q9XhQVe4DwjXdYUSkPt8WLIUXt6i+uGHH87tnpjVCxuiHd1kKps8Wfz4vRoE/DyWEuriiy8eIrTf2yfXZn9won39ggULhsw7r1ROrvej/bysXui1Hb5e8VGbvNul/3uvCqyyyZPFj9/LTQAFVrn7B+lKQMC/xLUIprn7SUT/oRUqZfzi2MkaKvxgDjenvd4nOeTPrw/hfp7WDkee8ERKHC677DK3zTbbRL3aqwKrbPKUYIgiQh8IeGspbWY7ufv5D61QudRpHoci+Q/mtHnpP1D1XLknfuELX4gsOTopsIb7vE6ohltv0XZkdVnZ5MmSl9+rQ8Cv152UQv5DK6lc6jaP1Xr/AZt2gOQ/enWd5raKlFndFFh6J2m97LdF9Wi3I2tklE2eLHn5vRoE/HrdaT8cHoaGSplu81gt77QHHe3nZfVCr+1QvaHHhBT2hxxySDMWX68KrLLJk8WP38tNAAVWufsH6SpCwH+8hUoZvwB0Ov1R0zbZZJPodKMf96k+vxHUgiNLER9rSydJRxxxRNdg851Q99oO1ScF1qc+9am2YJlprIp0c9nkKSI711abgP8IDZVLXknbyUJTLfaK5TSllObsiSee6PbZZ5/opDftGSG14T6vUw8Mt96i7cgaCWWTJ0tefh8cAn6NSSqX/NrVyULTux+mKaX0DtA7QglfZN3Z6RkhxfBDWe8GH4tP12iNzwo236lHRrsdWSOjbPJkycvvg0EgPGANlTJ+De5koekVy6JQRJkz2s8bTjv0fnrggQfcgQceGIVE6CR7kZFQNnmKyM615SOAAqt8fYJEFSPgN61JM+SsD1E1M+2F3ut9ocWC6vYBZsOAlTrJVbyNThkT09D3Kk/W5rlXC6yyyVOx4Yq4PRIIN62hi1CeD9E8SlcvVtb47vfz/HP7XW9WO7K6oWzyZMnL74NBQOvlDjvsMMRVOM8HXB6la5H5FgZO1n1SjKmEiqxOH9mdemNDtKPbyCibPIMximlFHgL+YCnpEpznkDVL6Zr2/NF+Xj/bkWeeZjEvmzxZ8vJ7uQmgwCp3/yBdyQl0y7aV5wMu7Zpe7/PBYXU6HAaSFsIwcGxWzI0k8l7lKYMCKytwtmTMs6iWfBgi3ggTCLMTJudPEUVLnrmXNd/6/bwiH9R5nu3ry2pHVpfleVaea/olT5a8/D4YBLzSKBmkOc8HXJ5risw3uSQpcYQ+fMPkMaojdPEpchiUR8Y81xRpR78UWKony+KlyDthMEYsreiFQLeM2Hn2hHmuCeUa7efl3dvmbUeRd8Jw9v6jKU8v44Z7ykMABVZ5+gJJKkYgVF6lfZjm+YDrpwIrC19ooVUkRlav7RjOItatLWWTJ4s7v1ebQKi8Sss8lOeDKc81eRUteerKc02yV/Lck+eavO3IGhV5npXnmn7JkyUvv1efQGjxlFQK5fmAy3NNvxQ/qsfLWyRGVh4Z81zTr3bkeVaea/olT/VHMS3IIhAqk9IOOfMoUfJc4+UY7ef55+aRMc81qq/IHBzO3n805ckaJ/xebgIosMrdP0hXUgKh8qqTW16vipZe78uDKk/dyXry3JPnmiKLare25HlWnmv6JU8e7lxTTQJJ5dX3v//9ZpbRIh9M/VS05KkrzzXJHslzT55rfL1F5mDa6MjzrDzX9Eueao5gpM5LIFRepbnl5fmAy3NNkfdGluxFnufrynNPnmv61Y48z8pzTb/kyWLO79UmECqTOsWnzaNEyXONSI3288LeySNjnmtUZ5E52GmE5HlWnmv6JU+1RzLSo8BiDECgIIEwtawWwKRpv6+uW+Dm5EdVuGHu9b48zUhLV+0XjOT9/mSq3/JkLVBlkycPV64ZPAI+K6FccqWkVnZPBV9Olm6Bm5MfVd0SOiTfCZ3cX3t9XpgFLWyDtx7ttd5OPZ+lwCqbPIM3gmlRHgJSUh900EFR5k9ZWCbd730deQI39zsGVpb8YRY1H5cvdC1M3i/3u9FuR9nkyWLK74NLwO9/1cJ58+a5I488MrWxacmVkhfmiYE1ks8LFUpJ2bz1aL/aofqzFFhlk2dwRzEt8wRQYDEWIFCAQLggpaXKDqvyG7du13XLQlj0Pj1bG9rHHnss9UNbv6elsc1SGPXajk5Yh6vAGm15CgwPLh0QAqGSWgqea6+9tmPiA79x6+bGk0cJ7NFlKX56fV6WwqjXejt1eVY7yibPgAxdmlGAQKikVtKTr33ta0MsLMPq/Nr18MMPp74P8iiBfX15rQcl47Rp01JbFYYF8DJlKYxU0Wi2o2zyFBgeXDogBJJK6osvvjiKK5e1dnUKtZGlBB6N5+VRGPk1ttd2hHz6ocAaTXkGZOjSjC4EUGAxPCCQk0CWi0Gymvnz57vddtstst5YuHDhkKekbT51Ua/3+Y/kblYe06dPd4sWLep6+tSvdvSqwMrqjl75jJQ8WfLye7UI5DH5D1sUWkF0+rDdaqutoqxmeWLPZSl++v0835Z+15vVjqxRUTZ5suTl92oRyBMGINkiv352msdpB0SdqGQpsMKPZL070qw//VqYzICc1ROj2Y4sWfR72eTJIzPXVINAnjAAyZb4g+pOh8h+j5C2tx/t53XrheG0I1lvlgIrz2gomzx5ZOaa8hJAgVXevkGyEhHwL95uLgZJcdPM+8Nr/AY2mcK31/v86W9aoGk9N1yAOm2I05D3Kk+n7suywMrq9rLJkyUvv1eHgP8glMTdXAw6fdim3ePnXd6PzDyKn26K6KLPC9vSz3rztCNrZJRNnix5+b0aBHR4pI/PZcuWuW5hADp92CbXbF2ndWnrrbeO6vTufN1oZCmwdK+30O7kTuznWB7X5FCWtFAC/veRaEfWqCibPFny8nt1CPg1pFsYgGRr/D5AVpkLFiwYYm3p513aej/az+vWE8NpR7LefiiwyiZPdUYxkqYRQIHFuIBABoHwxV0kXbWq9Ruz5OIZfiin1dnLfeHGUxvsL37xi82FV23Yc889o811p81wNwy9yNOpvuEqsIbDNfUlOGZM9OeifcvEGSwC4fwpOkdCS4gwhk7oopS3zjyKn34+L+zFftabpx1ZI6hs8mTJy+/VIODHZlr24G4tCBVf4cdr6DKUt848Cix/jZTf11xzjZs5c2Yknp53xhlnuLlz50ZxuxYvXtzRxTmtPaPdjqxRUTZ5suTl92oQCOdP0TniFVFJBXd4mJ2sc7Sfl6cXemlHWr39UGCp3rLJk4ch15STAAqscvYLUpWIQKdYLWkiJpUgoTmxrtfmVn+TG59KJxPlXu8L3SK0sd1+++3bnlf0pNa3sVd50hj1Q4FVNnlKNFwRpUcC3WK1JKtMU0aFLsZSWG+66aZRYGiVImnu8yp++vW8ZNv6VW/edmR1V9nkyZKX38tNoFvsmKTkacqo0MVYFhpyD77rrruiwyGtuVrb09z9knXnUWDpnrTxHz4vLTNqnh4Y7XZkyVQ2ebLk5fdyEwgPpPJIqgQHYUnbSy9ZsiQKBaCSdCMe7eflaZOuKdqOTvX2S4FVNnnycuS68hFAgVW+PkGikhHoFOQ8Tcw0Kx4tbJdffrm79NJLm4ufNsbHHnts80Q1ra5e79Np5pw5c9ztt9/e9rxDDz20a+DKLOy9ypOstx8KLNVZNnmy+PF7uQkUUVR3sqbSR9j555/fVFBLcbXvvvu6k046KXfjiyh++vG8NMH6UW+RdmTBKZs8WfLye3kJFFFUd7Km0sfcRRddFGUmVZEia8aMGR0zEqfRyKvA0r0a/1dccUVTIe6fd8IJJ+RSlnX7KB3NdmSNitHmmiUPv1eXQBFFtVqZVGDpb34vrfnnFdSa56eeeuqQxAqj/bwiPVOkHd3eFTvttFP0cxqrKstTRHauLQ8BFFjl6QskgQAEIAABCEAAAhCAAAQgAAEIQAACEEghgAKLYQEBCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQgAAEIQAACEIAABCBQagIosErdPQgHAQhAAAIQgAAEIAABCEAAAhCAAAQggAKLMQABCEAAAhCAAAQGmMCdd97pdtppp64t3G677dyMGTPcYYcd5rbYYou+07j//vvdaaed5q6//vq+102FEIAABCAAAQjUgwAKrHr0M62EAAQgAAEIQKCmBPIosEI01113ndt///37SmvMmDFRfevXr+9rvVQGAQhAAAIQgEB9CKDAqk9f01IIQAACEIAABGpIIFRg3XHHHW7HHXdso/DII4+4BQsWuDPPPNMtWrQo+u2WW25xM2fO7BstFFh9Q0lFEIAABCAAgdoSQIFV266n4RCAAAQgAAEI1IFAlgIrZLDrrru62267zW288cZu8eLFbtNNN+0LIhRYfcFIJRCAAAQgAIFaE0CBVevup/EQgAAEIAABCAw6gSIKLFljbb311m7ZsmVu3rx57sgjjxyCR3Gsvv71r7vbb789uk5lyy23jGJonXDCCW0xtM477zx38sknD6kjtARTfKw5c+ZE8bF8ffvtt5875JBD+moFNuj9TPsgAAEIQAACg04ABdag9zDtgwAEIAABCECg1gSKKLAE6uijj3Zz5851u+yyi7v11lvb2Pnf9EcFfpeFlpRe3vUwabklpdQVV1wRWXWpqE6Vc889102bNi1SWqlOKa507/bbb99W36xZs9zFF19c6/6j8RCAAAQgAAEIxARQYDESIAABCEAAAhCAwAATKKrAuuSSS9xRRx0VKZQeffTRJhkpmw444IDo79///vcjBZQv9913n9t55507Wm6luRDK8kpKMCmvpNA66aSTmvVJ5j333DP6bSSCyg9wd9M0CEAAAhCAwMASQIE1sF1LwyAAAQhAAAIQgIBzRRVY4fVh1kC5A1566aXuxBNPTHUtPP30093s2bNdmtVUmgLLW3PJXVDKsWTxCjO5Jy5ZsoSuhAAEIAABCECg5gRQYNV8ANB8CEAAAhCAAAQGm0C/FFhZlHy8qzTXwzQF1iabbBJZWHXLeOjvu/fee9ssvrJk4XcIQAACEIAABAaPAAqswetTWgQBCEAAAhCAAASaBEZKgaV6H3/8cfeLX/zC3XPPPc2g7nkVWF455WNppXWZj50VBn2nayEAAQhAAAIQqCcBFFj17HdaDQEIQAACEIBATQgUVWB5S6pkDCzhmj9/vjvzzDObQdtDhLpeFlVFFVh5ugEFVh5KXAMBCEAAAhAYbAIosAa7f2kdBCAAAQhAAAI1J1BUgbX//vu7G264wSVjU/mYVMIpq6kZM2a4F77whe6Vr3yle/nLX+4uv/xyd/LJJxdWYD388MNRNkMKBCAAAQhAAAIQ6EYABRbjAwIQgAAEIAABCAwwgSIKLGUGVNB0lWT2Px+zat68ealB3EciBtYAdwtNgwAEIAABCECgIAEUWAWBcTkEIAABCEAAAhCoEoEiCixvfZWW+c/HrOrkzrfVVlu5pUuX5rbA8lkI01wOxdcr02TtJYuwLbbYokrYkRUCEIAABCAAgT4TQIHVZ6BUBwEIQAACEIAABMpEIEuB9cgjj7gFCxa0xbZKywzoLbBmzZrlLr744mYTpWg67bTTIiWTSrcYWFJweUXUfffd57bZZpvoHtV51llnNV0JVadcGBctWpRaX5n4IgsEIAABCEAAAqNDAAXW6HDmKRCAAAQgAAEIQGCDEAgVWFkCKBC7lFOyxEoW7yKov8tCSxZXUn5JyaT7dM/cuXOj+FgLFy5su3369OnRdf6+c889102bNs2FcbVUx/bbb9+sUxWorltvvZUYWVkdx+8QgAAEIACBGhBAgVWDTqaJEIAABCAAAQjUl0AeBZasprbddlt32GGHdXXVk8Lp/PPPb2YhlEJKwdxPOOEE9/SnP91tttlmEejQ0kr/lrXV4Ycf3rwvjKMla6s5c+a422+/PbrPK6723XffSB4CvNd37NJyCEAAAhCAQEgABRbjAQIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIACOXiIyAAAD/UlEQVQBCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEAABRZjAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDUBFBglbp7EA4CEIAABCAAAQhAAAIQgAAEIAABCEDg/wPPRIHlte12KQAAAABJRU5ErkJggg==" width="400" /> <br /></p><p>With this in mind I created 2 simple strategies with daily re-balancing - hold SPX is VIX/MOVE > historical median, and a reverse strategy, holding SPX when index ratio is below its historical median.</p><p><img height="247" src="data:image/png;base64,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" width="400" /><br /> </p><p> VIX/MOVE ratio is an interesting and un-correlated indicator to keep an eye on. <br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com3tag:blogger.com,1999:blog-8608774547701042310.post-52401803839463738852022-11-28T05:32:00.001-05:002022-11-28T05:32:56.335-05:00VIX and Expected Range<p>Continuing on trying to fight disinformation about VIX. Everyone knows that VIX index the square root of the expected 30-day variance, and if we drop mathematical precision - 30 day expected volatility of S&P index. </p><p>Scott Bauer, on CBO's website - "<span>the VIX Index tells us the level of expected volatility of the S&P 500 Index for the next 30 days, with a 68% confidence level", and you can find 100s of similar explanations around the web</span> </p><p><img alt="" 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" /></p><p> </p><p>The number 68% comes from expected frequency of 1 standard deviation of normal distribution, and is of course, grossly incorrect, and I will explain why. </p><p>While the Black-Scholes formula assumes normality of returns, this is not true of the VIX. Variance is variance but distribution is not assumed to be normal. And if you look at the returns, they are far far from normal. </p><p>I took 21 trading day returns of SPX index, and normalized them by monthly VIX ( VIX / 100 / sqrt(252/21) ) <br /></p><p> <img alt="" src="data:image/png;base64,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" /></p><p> These normalized returns have kurtosis over 9 ( excess kurtosis over 6 ) with long left tail. These tail affect intervals not only for 99th percentile, but closer to the center as well. The chart below overlays normal distribution for comparison.<br /></p><p><img alt="" src="data:image/png;base64,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" /></p><p>Instead of 68%, +/- 1 VIX / sqrt(252/12) happens 85% of the time and</p><p>instead of 95%, +/- 2 VIX / sqrt(252/12) happens 99% of the time! </p><p>Please keep in mind these numbers while trading! You may be grossly underestimating your risks! </p><p></p><p><br /></p><p>Two important events happened since the last time I posted. First - happy belated thanksgiving to all the readers from USA. As an American I celebrate with you, and as a Ukrainian I am grateful for all the military help from the USA. Thanks to all the readers - from the US and other countries, who have called your political representatives to support Ukraine. </p><p>The second event is the 90th anniversary of Holodomor. About 100 years ago independent Ukraine was attacked by Soviet Russia, and lost, which lead to 70 years of our occupation. To squash any resistance, and desire for independence russians engineered a famine, forcefully confiscating entire harvests, stored food, seeds, and lifestock. In the years 1922-1923 millions of Ukrainians died from starvation, while Moscow flourished and sold confiscated food to other countries.<br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiUb2gInPiWCQoT6f3y0Po_ZBw9lvvnljzt3rG28oCxUgY30F9mip6x9Bc0x-N1LMzbsWsFcOjHWsGpeSqBEH30x8tN-yBwAsz3KdKNiDcWv98vd6szlhl0ac7O62g1-5RizjKraQfCGrgPP-bf9noQYowp7_Olunpyn0PhWN3PLFB82AKgI8gqzkkiug/s960/Holodomor_1.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="716" data-original-width="960" height="239" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiUb2gInPiWCQoT6f3y0Po_ZBw9lvvnljzt3rG28oCxUgY30F9mip6x9Bc0x-N1LMzbsWsFcOjHWsGpeSqBEH30x8tN-yBwAsz3KdKNiDcWv98vd6szlhl0ac7O62g1-5RizjKraQfCGrgPP-bf9noQYowp7_Olunpyn0PhWN3PLFB82AKgI8gqzkkiug/s320/Holodomor_1.jpg" width="320" /></a></div><p>The photo above is the memorial in DC, near Union station. The text reads: Holodomor 1932-1933. In memory of millions of innocent victims of a
man-made famine in Ukraine, engineered and implemented by Stalin's
totalitarian regime <br /></p><p>All Ukrainians have heard stories from our grandparents, or great-grandparents about those terrible years. During the time of USSR russians have destroyed most of holodomor-related archival documents, falsified population statistics, and executed people for talking about the hunger. Currently russian federation continues to deny holodomor saying there was a world-wide hunger that year. This is just as ridiculous and offensive as someone saying that 9/11 was not a terrorist attack because ... other buildings around the world were also demolished in 2001. <br /></p><p><br /></p><p> </p><p><br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0tag:blogger.com,1999:blog-8608774547701042310.post-41823489165290681712022-11-25T03:33:00.002-05:002022-11-25T12:38:02.252-05:00SPIKES data hub<p>I am a big fan of Simon Ho, and the work his T3 Index team is doing with Spikes index. Today he launched a <a href="http://www.thevolatilityhub.com" rel="nofollow" target="_blank">data hub</a> for all Spikes-related data. I am reposting the announcement below:<br /></p><p style="margin-left: 40px; text-align: left;">Calling all Volatility lovers…. </p><p style="margin-left: 40px; text-align: left;">I’m excited to announce the launch of “Volatility Hub”, a dynamic portal that will inform volatility traders across asset classes.
This new platform is your source for volatility analytics, whether you are an institutional trader or a retail investor. Volatility Hub makes it easy to make informed choices about your investment strategies by providing access to data for a range of volatility products including futures, options, cryptocurrency volatility and cash indexes. It also offers data for:
SPIKES volatility futures,
SPIKES tick data,
SPIKES options and cash indexes, all of which is downloadable for free at end of day.
The SPIKES Index is built on the high liquid SPY options market, and offers pinpoint accuracy and faster dissemination, updating 150 times faster than most indexes on the market. At the click of a button, you can have access to data that has been aggregated across many markets, hosting an impressive portfolio of proprietary volatility indexes and metrics.
Powered by MIAX and created by T3 Index, Volatility Hub now makes it easier than ever to make choices about your risk management, diversification and volatility strategies, all at no cost! Check it out at <a href="http://www.thevolatilityhub.com">www.thevolatilityhub.com</a></p><p style="margin-left: 40px; text-align: left;"> And an explanatory <a href="https://www.dropbox.com/s/7atdzc6j2gmil46/VOLATILITY%20HUB-US.mp4?dl=0 " rel="nofollow" target="_blank">video </a>...</p><p style="margin-left: 40px; text-align: left;"><br /></p><p style="margin-left: 40px; text-align: left;"> <br /></p>onlyvix.blogspot.comhttp://www.blogger.com/profile/13947069891082111297noreply@blogger.com0