tag:blogger.com,1999:blog-27927198040548226422024-03-18T02:47:29.510-07:00Wall Street RantAn anonymous blogger from the 'financial industry' writing about the economy, markets, politics, corrupt organizations, or whatever else seems worth discussing.The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.comBlogger67125tag:blogger.com,1999:blog-2792719804054822642.post-63275670711114692882021-09-22T17:56:00.000-07:002021-09-22T17:56:42.948-07:00No, Covid Breakthrough Cases Are NOT Less Severe<p><span style="font-size: medium;">It amazes me how easily a talking point can take hold despite little to no data to support the claim. At first the pitch regarding the vaccine was a straightforward one. Get the vaccine because it will prevent you from getting Covid and stop the spread. In fact, on March 29th the CDC director explicitly said as much.</span></p><div style="text-align: center;"><span style="font-size: medium;"><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/vYYxaqIiUqM" title="YouTube video player" width="560"></iframe></span></div><div style="text-align: center;"><span style="font-size: medium;"><br /></span><div style="text-align: left;"><span style="font-size: medium;">Now the narrative has changed and they admit that vaccinated people can get covid and can <a href="https://www.cbsnews.com/news/covid-vaccine-delta-variant-infections-carry-same-virus-load-unvaccinated/" target="_blank">spread Covid just as easily as unvaccinated</a>…..But now they are claiming over and over again (and the media is repeating) that when someone does get a breakthrough case it results in much less severe outcomes.</span></div><div style="text-align: left;"><span style="font-size: medium;"><br /></span></div><span style="font-size: medium;"><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/MVcfq6M4wOA" title="YouTube video player" width="560"></iframe><br /><br /></span></div><div style="text-align: center;"><div style="text-align: left;"><span style="font-size: medium;">But this just doesn’t match-up with the facts. The problem with getting to the bottom of this, however, is that the CDC <a href="https://fortune.com/2021/05/10/can-you-get-covid-after-vaccine-cdc-breakthrough-cases-tracing/" target="_blank">stopped collecting data on breakthrough cases back in May</a> unless they resulted in hospitalization or death. Because of this you can’t find reliable countrywide data on the percent of breakthrough cases that result in hospitalization or death because you don’t have the denominator.</span></div><div style="text-align: left;"><span style="font-size: medium;"><br /></span></div><div style="text-align: left;"><span style="font-size: medium;">Also, as pointed here “<a href="https://www.politico.com/news/2021/08/25/cdc-pandemic-limited-data-breakthroughs-506823" target="_blank">Holes in reporting of breakthrough Covid cases hamper CDC response</a>”. In many places even the reporting of hospitalizations and deaths is drastically under-reported….so when the media reports aggregate numbers on those they are highly skewed resulting in vaccinated deaths likely being labled unvaccinated because the vaccination status cannot be identified. (some keys from that article are below).</span></div><div style="text-align: left;"><span style="font-size: medium;"><br /></span></div><div style="text-align: left;"><div class="separator" style="clear: both; text-align: center;"><span style="font-size: medium;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZjRO90LHdnLuUdQ09jve4fjHqstdR-Ygv1HkfiSiW7UI0vpffHgqxR_BySDDbqgHvVJH48pzSfH_5qw_Va0hDYF1qEgnA_1KCAJSqQvGmnTccvpZ1QWZQ9qsGCgzH9FlHgIpeFKU8T_8/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="211" data-original-width="650" height="208" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZjRO90LHdnLuUdQ09jve4fjHqstdR-Ygv1HkfiSiW7UI0vpffHgqxR_BySDDbqgHvVJH48pzSfH_5qw_Va0hDYF1qEgnA_1KCAJSqQvGmnTccvpZ1QWZQ9qsGCgzH9FlHgIpeFKU8T_8/w640-h208/image.png" width="640" /></a><br /><br /></span></div><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><span style="font-size: medium;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRnOiW1qGllN0ZnqE9kqBqsaMt8zNk-iI4waABlKP6J_OhsqsGwyg8i8aNp0A_UiX6yNGEnQbBE4GA49aiQ38JY4oPEr_5AFFJJkaqAUKlw9fmYvFicKqsRnhoYBjV5LtFgrqodaT0t0Q/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="236" data-original-width="649" height="232" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjRnOiW1qGllN0ZnqE9kqBqsaMt8zNk-iI4waABlKP6J_OhsqsGwyg8i8aNp0A_UiX6yNGEnQbBE4GA49aiQ38JY4oPEr_5AFFJJkaqAUKlw9fmYvFicKqsRnhoYBjV5LtFgrqodaT0t0Q/w640-h232/image.png" width="640" /></a><br /></span><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEihpgksUYtlWlTdH4VqAjgLZcSIE1Wi8LpTK7j1IpRb0n1GXob5K1bESc5vlS5zKpYwHVaban-ge2vJMBJEKyQDWYTL9KSiQbIzA-v5wLcm8J8kTKN_zKgzOEc_1A6LerAq3xfyOCfrf1Y/" style="margin-left: 1em; margin-right: 1em;"><span style="font-size: medium;"><img alt="" data-original-height="193" data-original-width="662" height="186" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEihpgksUYtlWlTdH4VqAjgLZcSIE1Wi8LpTK7j1IpRb0n1GXob5K1bESc5vlS5zKpYwHVaban-ge2vJMBJEKyQDWYTL9KSiQbIzA-v5wLcm8J8kTKN_zKgzOEc_1A6LerAq3xfyOCfrf1Y/w640-h186/image.png" width="640" /></span></a></div><div class="separator" style="clear: both; text-align: center;"><div style="text-align: left;"><span style="font-size: medium;"><br /></span></div><div style="text-align: left;"><span style="font-size: medium;">But what happens when we look into some local areas that ARE supposedly reporting this data accurately? We find that once a breakthrough case happens….severe outcomes are NOT dramatically reduced. Let’s take a look at Virginia</span></div><div style="text-align: left;"><span style="font-size: medium;"><br /></span></div></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgvkO5E0qwes3gsBT41j_KvhXDvUyFMSPWCl-0V6Ub3llUv2L1MxaKFJ218ktl5FU_MA9AkPfp6a_XELyssbOMlQvOupwhNPb9WRM8jxDQyq4cvLbUe6VKba531O6qqDW__3j5RSRGXMCE/" style="margin-left: 1em; margin-right: 1em;"><span style="font-size: medium;"><img alt="" data-original-height="624" data-original-width="665" height="600" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgvkO5E0qwes3gsBT41j_KvhXDvUyFMSPWCl-0V6Ub3llUv2L1MxaKFJ218ktl5FU_MA9AkPfp6a_XELyssbOMlQvOupwhNPb9WRM8jxDQyq4cvLbUe6VKba531O6qqDW__3j5RSRGXMCE/w640-h600/image.png" width="640" /></span></a></div><div style="text-align: left;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;">So the chance of hospitalization after breakthrough is 927/23344 or 4.0%. This compares to all cases since the start of the pandemic in Virginia of 4.3%. In other words if you get a breakthrough case you have a whopping 0.3% less chance of going to the hospital. For deaths it is 1.0% for breakthrough and 1.5% for all cases (although this counts cases since the start of the pandemic when there were no real treatment options).</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;">How about Washington State? Per their <a href="https://www.doh.wa.gov/Portals/1/Documents/1600/coronavirus/data-tables/420-339-VaccineBreakthroughReport.pdf" target="_blank">report</a> from September 22nd (breakthrough data through the 11th)<br /><br /></span></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLs5iP18A4TlrObyjWbLMQN393K5G9vKk49_HP1gHbV1Q5uHBrDrMiUBKh33NKHV1ZE_O8RA2UJKw5KwNboxT67OHE6ZVLB4JOHkASJ3Za6Bm8UdgEbCYuM1w3eFbxK8aU3hstkXpZhMM/" style="margin-left: 1em; margin-right: 1em;"><span style="font-size: medium;"><img alt="" data-original-height="173" data-original-width="619" height="178" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLs5iP18A4TlrObyjWbLMQN393K5G9vKk49_HP1gHbV1Q5uHBrDrMiUBKh33NKHV1ZE_O8RA2UJKw5KwNboxT67OHE6ZVLB4JOHkASJ3Za6Bm8UdgEbCYuM1w3eFbxK8aU3hstkXpZhMM/w640-h178/image.png" width="640" /></span></a></div><div class="separator" style="clear: both; text-align: center;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;">And this compares to their <a href="https://www.doh.wa.gov/Emergencies/COVID19/DataDashboard" target="_blank">total cases</a> over the whole pandemic seen below</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxqCJMCqz15EdO56hbFYo6jfL6hFdsXh6jDfoPkP_pJf5O8i6jObqS1bdf6gpQOh07jigyrJy6U4_FEp2rRI7hddMKsqLdiYh2rSgIr42Dd1NAw2NpiKGcxZDAOsRMA5gJlMi6PBeCXyM/" style="margin-left: 1em; margin-right: 1em;"><span style="font-size: medium;"><img alt="" data-original-height="942" data-original-width="2000" height="302" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxqCJMCqz15EdO56hbFYo6jfL6hFdsXh6jDfoPkP_pJf5O8i6jObqS1bdf6gpQOh07jigyrJy6U4_FEp2rRI7hddMKsqLdiYh2rSgIr42Dd1NAw2NpiKGcxZDAOsRMA5gJlMi6PBeCXyM/w640-h302/image.png" width="640" /></span></a></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;">So breakthrough cases resulting in hospitalization in Washington State has actually been 9% compared to 5.6% for all cases…..so actually MORE likely to end up in the hospital if you come down with a breakthrough case in this instance. Death rate is 0.9% for breakthrough cases and 1.2% for all cases. Interestingly enough…..if you count all cases since the same date as the breakthrough calculation Jan 17th — Sept 11th, you actually get pretty much exactly the same death rate as breakthrough (0.9%). Most states don’t let you slice the numbers this way but it makes since that the total death rate would go down as more treatment options became available. This doesn’t sound like the dramatic reduction in severe outcomes once someone comes down with a breakthrough case like fauci was talking about.</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;">Another example? How about Oregon. Per <a href="https://www.oregon.gov/oha/covid19/Documents/DataReports/Breakthrough-Case-Report.pdf" target="_blank">their report</a> from September 16th (with data through September 11th)</span></div></div><span style="font-size: medium;"><br /></span><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhgd9VolOpWtcHe4PX_OtcFfwuYb5qq3kJM3vUhKE4jMchD0BFaCB1cZfOSaREVSsj8Umt401agirSzvO4Bejv-tSzebbjrGAPrxrftCYt9Wi3BzCBxMR4X-YcOzrB-XdMBny-aw1Upyng/" style="margin-left: 1em; margin-right: 1em;"><span style="font-size: medium;"><img alt="" data-original-height="729" data-original-width="786" height="593" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhgd9VolOpWtcHe4PX_OtcFfwuYb5qq3kJM3vUhKE4jMchD0BFaCB1cZfOSaREVSsj8Umt401agirSzvO4Bejv-tSzebbjrGAPrxrftCYt9Wi3BzCBxMR4X-YcOzrB-XdMBny-aw1Upyng/w640-h593/image.png" width="640" /></span></a></div><span style="font-size: medium;"><br />That means that 4.7% of their breakthrough cases resulted in hospitalization and 0.9% resulted in death. This compares to their <a href="https://public.tableau.com/app/profile/oregon.health.authority.covid.19/viz/OregonCOVID-19CaseDemographicsandDiseaseSeverityStatewide/DemographicData" target="_blank">TOTAL cases</a> since the pandemic began of 5.4% hospitalization rate and 1.1% that resulted in death (again including the start of the pandemic which had higher death rates due to less treatment options).</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgANiRmIGixcGa9JvvGfgk7OFAIVl4ekZb5M534uqSqgYGAJbh7BSi0u-wgQgy4liDUiQYLg7rDUEPKgCVR2kFAD6ds2X7l6zbiUT5MY6rJuEpLhyQ_jBa30IMJGSxedFckAgTgLLJY71E/" style="margin-left: 1em; margin-right: 1em;"><span style="font-size: medium;"><img alt="" data-original-height="99" data-original-width="642" height="98" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgANiRmIGixcGa9JvvGfgk7OFAIVl4ekZb5M534uqSqgYGAJbh7BSi0u-wgQgy4liDUiQYLg7rDUEPKgCVR2kFAD6ds2X7l6zbiUT5MY6rJuEpLhyQ_jBa30IMJGSxedFckAgTgLLJY71E/w640-h98/image.png" width="640" /></span></a></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;"><br /></span></div><span style="font-size: medium;">You may have looked at the age range of the breakthrough cases and said..oh but most of the breakthrough deaths are older! <a href="https://www.cdc.gov/nchs/nvss/vsrr/covid_weekly/index.htm" target="_blank">Majority of ALL deaths are older</a>! In fact, 94% of all deaths since the start of the pandemic have been 50+ and 77% have been 65+.</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgEoi9cZKLntqy2xEHZ4iHRDtZ1jcV6KZd-dzmNq_IaqFvIOHWXqTFEe5DfyAQNR6B4eUDK67B0CIQlkCxHQ1-jWCG_zu_DKgjoqJkOJQTzH3ehKN41h47IGWTobITkS1RTzvBS4QxsxR4/" style="margin-left: 1em; margin-right: 1em;"><span style="font-size: medium;"><img alt="" data-original-height="506" data-original-width="700" height="462" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgEoi9cZKLntqy2xEHZ4iHRDtZ1jcV6KZd-dzmNq_IaqFvIOHWXqTFEe5DfyAQNR6B4eUDK67B0CIQlkCxHQ1-jWCG_zu_DKgjoqJkOJQTzH3ehKN41h47IGWTobITkS1RTzvBS4QxsxR4/w640-h462/image.png" width="640" /></span></a></div><span style="font-size: medium;"><br /><br /></span><div class="separator" style="clear: both;"><span style="font-size: medium;">So we have looked at 3 states data (those that supposedly track this data properly) and have found that breakthrough cases that result in hospitalization was 4% in Virginia, 4.7% in Oregon and 9% in Washington State….compared to 4.3%, 5.4% and 5.6% for all cases since the start of the pandemic. And Breakthroughs that result in death was 1% in Virginia, 0.9% in Oregon and 0.9% in Washington compared to 1.5%, 1.1% and 1.1%.</span></div><div class="separator" style="clear: both;"><span style="font-size: medium;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-size: medium;">I don’t know about you but I think I know why they don’t give us actual numbers on the outcomes of breakthrough cases when they give this talking point. The reality is if you get a breakthrough case, your outcome is likely to be quite similar to that of a unvaccinated person. The reason that breakthrough deaths and hospitalizations are less overall is simply because the vaccines still have some efficiancy in reducing your odds of getting it in the first place…..Nowhere NEAR the efficacy that was originally advertised as new varients emerge, and effectiveness quickly falls over time (<a href="https://www.khou.com/article/news/health/coronavirus/vaccine/covid-vaccine-delta-varient-israel/285-ed3c124e-6fb4-4d06-bc1f-2739f4d31075">most studies show under 50% after 6 months</a>) but some efficacy nonetheless, but that is the reason for reduced severe cases….NOT that breakthroughs are dramatically less severe once you get it.</span></div></div></div><br /><br /></div><br /><br /></div></div>The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com151tag:blogger.com,1999:blog-2792719804054822642.post-3988495268781403892020-07-02T18:40:00.002-07:002020-07-02T18:51:52.599-07:00Continued BS from the Bureau of Labor Statistics. Unemployment Insurance Calls Bluff.So today the U.S. Bureau of Labor Statistics released their monthly headline unemployment rate and it came down from their reported 13.3% in May to 11.1% in June. This is a continuation of the BS report I spoke about last month <a href="http://www.wallstreetrant.com/2020/06/calling-bs-on-unemployment-rate.html" target="_blank">here</a>.<br />
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While they admitted last month in the footnotes that the "overall unemployment rate would have been about 3 percentage points higher than reported" if it weren't for a misclassification error, even with that correction 16.3% would have STILL been under-reporting unemployment. Based ONLY on those receiving unemployment benefits, the unemployment rate would have been 18.9% last month.<br />
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Interestingly they reported this month in the footnotes that the reported number would only be about 1% higher if they classified the survey responses correctly. However, as you can see below, this is blatant BS.....the official numbers are EVEN MORE out of wack this month. In fact, the overall unemployment rate has likely gone UP by nearly a percentage point since the last report.<br />
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<img alt="" height="423" 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" width="640" /></div>
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As a reminder, the reported unemployment rate which was just released is based on a household survey which is taken around the middle of each month. That is why the latest date listed here is 6/13/2020 which represents the most recent finalized unemployment insurance figures.<br />
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So please tell me, how are they claiming the unemployment rate FELL 2.2% despite an additional 1,526,212 people on unemployment insurance?<br />
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<img alt="" height="386" 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" 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Let's just continue to call this what it is. BS.<br />
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<br />The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com373tag:blogger.com,1999:blog-2792719804054822642.post-22374417186456135552020-06-07T16:31:00.002-07:002020-06-08T15:37:00.348-07:00Calling BS on the Unemployment RateOn Friday U.S. Bureau of Labor Statistics released their monthly headline unemployment rate based on their household survey and it came in at 13.3% down from 14.8% in April. The release was followed by moronic headlines like....<div><br /></div><div><font size="4"><a href="https://www.washingtonpost.com/business/2020/06/05/unemployment-rate-wrong/" target="_blank">"Economists predicted 20% employment in May. How did they get it so wrong?"</a></font><br /><div><span> </span><span> </span></div><div><span>and</span> </div><h1 class="field field--name-title field--type-string field--label-hidden article-title h2" style="-webkit-font-smoothing: subpixel-antialiased; box-sizing: border-box; font-family: roboto, helvetica; line-height: 2.625rem; margin: 0px 0px 10px; padding: 0px;"><font size="4"><a href="https://www.chicagobusiness.com/economy/economists-have-biggest-miss-ever-us-jobs-report-shocker" style="font-weight: normal;" target="_blank">"Economists have biggest miss ever in U.S. jobs-report shocker"</a></font></h1><div>However, the reality is that these headlines should have been written about how wrong the SURVEY WAS!</div><div><br /></div><div>The published rate is straight nonsense and can EASILY be proven so.....and not only is their published number nonsense, so is their disclosed error. While their disclosed misclassification is a step in the right direction, it's completely inadequate. Below is the disclosure at the bottom of their <a href="https://www.bls.gov/news.release/empsit.nr0.htm" target="_blank">press release</a>.<br /><br /></div><div style="text-align: center;"><img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAqYAAAGCCAYAAAAyrgEiAAAgAElEQVR4AexdWXIbOQzNGV2VC6V0FfkozkHmI8fQFACCfFjI7tZiyTamaiI2CWJ5WIhuydKvS/1XCBQChUAhUAgUAoVAIVAIvAACv15Ah1KhECgECoFCoBAoBAqBQqAQuFRjWkFQCBQChUAhUAgUAoVAIfASCFRj+hJuKCUKgUKgECgECoFCoBAoBKoxrRgoBAqBQqAQKAQKgUKgEHgJBKoxfQk3lBKFQCFQCBQChUAhUAgUAtWYVgwUAoVAIVAIFAKFQCFQCLwEAtWYvoQbSolCoBAoBAqBQqAQKAQKgWpMKwYKgUKgECgECoFCoBAoBF4CgWpMX8INpUQhUAgUAoVAIVAIFAKFwBdtTD8up19vl/N/j3Dgv8v596/L6e8jeN/G89/72+XXn4+rmXz8+XX59Uv+f3v/t+bz3/ny9ut0uV7amv13WmW//Lo1ZvK4u4035cmvy6/f58vS23f29aE4+y6BwBhqfj0jb7Z9rbEkNcDqqGu31b08hr+Li4cdDWuupY86h4a05ejvaTu/lwy+xuLL1JQ718qvgf7na3lDYypFSBsdfd1seA7YSMGY86vG9ACMgXSOK5BWAgIY6+EjD/XbeG83K2zZg3y9K87W0H691QdhuQ3Ehq9Zr3kTdVucqXY/pTFVex95DqmMjdcf0pgqCk+vKU/Lb0XgE1+fGFs3NKYKkBSjvIFUmute50H4yILwusWVD48bnpiqF+a4KsXlcvlJCQhmP2/4xLh7kK93xdnzAH+M5AdhebOyn3LIPDGGbwboGgaPPId26vMpft2pyyeQPb2mvGp+PwL7J8bWAxtTStrT5YMd2d7i2npLsYGrd+/6FLa/9qasFYS/9HbzhDeBqmuH3vbX4koy8rfmvH749ldoHkMgC/+hm31L7XJBufaJsfKm5NT9KNvvnb2FO01ugxnJ8Lqtot/qbWSHAG/+049i6DrGivqadXJ6hDkre9wkyXyGkZ1b2bVaQ7nxaRT5i3TZ7S/zcYAV7227TIwqlmgKYzjiCH2tcdbJt2J4ktd742z4q0tcDBCXX/ajLV1PoHG6GVwOxTeptJW7qxs6t9fptZm7zl+ImbEp8zVpTh8DCjLJJsBqUicN/4AZ7pd4OpJblrfPIYdZkL0IE7U5q+GE5Z8zf2TrF9ms50jHh2zac3YRnddZdMKcZxmt1mV+CHPG15G/xWzHR3XWMPVV5ovx0/OJSMgXpAv629VlE0t4drW97+1M/vPRa6LEyh7eA1eMfVXeYzJiUPQd17TDz7k4QwyI3Pjj6LmoGk5e8cyjWEXZHX/AvMfohF+fpj3rGJ5i5nXKcqjLeczgwY0pOtEHw7ZB04OtJ4AmhuPNwEJCc2Ap7ZZcDVLdL9c9GTwvvlbadgCkwSVyQ/IbdZwsl0AaSKoLX/dA9XubHahLk5Xi6jHrSWEUnF6kPJWaMOp60iT5a2A2Er/5yOjifKsHTrfL223p+YDotFpk9saCGrD16uxp5Nf4yxbQBKvGO9g18Vcabwbf2EyFPY73v/cTfL7b4z+wymMix2rsWo8+/qDvrK/lKT/VHI0tt+5y1+bPWm5vSjGWsi0OKyXZwizHSnfvwyz4jTINbmL1ZpZetYaohJCTurDEzPtermMMKzP3+t/5coLPunt/ZPY4DvPLld68Jp8JF3wophBjiZtxs+btVLG4R+fiTQDboU21z712s9P94dedHVIrIQdo3dTWocfRUcDbxLJgMHLLY+KvBUOJhbaX9GSeEn9Dnufd4jbJtTRPUoy0BiS8HD3HQJfl7PD+MJgcRdjTI0a0Jtc2Fhb1zLMz18JrxLCT5TCQuBqYMas7xpZRbcfFgxtTa2gaVAsl5/QE8pw3BXx3LvOXYNtXMCOtTyDLWwJf5wZtM8wFMq9rkfK2E60rMsgPx7wVeftAIwJcB1kZrmFushfYmCHtnxbIEODOf6w7+tP6wNpNa0C7gZnHINhprLj2wtnT2Fi9nT8CJtbmoUnO29tFsjQGx97kRqk1K4bW+XqpNzKf2dnmc6zJnqwxShjvmDIy2A77R2i4TmNbAybYZnKz/MroHJYZCc15jEm3af74A2vC1PNEMl5ztQXXZ43pErPdMWwlTa8cdqzzrFZOmcjCXr2JTnIBYwHHwi/HNtJpc2HjzOb2kOlqQosLk5utccUGz/AOPtgAZrEcbDT+sDYQG0NPtC6+xjrsBZ7puuo3sctgx7TC22Jmz2RfKy0P8iE0+sQTZFva6C9V95pXtt9hhrJFb1uzgj5TwTE2x94dmDkcpmIetPAtG1NyAD4d0LFJ6CmgkESNZplA7qAftG0zJKKKRP1MQlFC9MfmYEO7m1vyhmRSOT4hdX4EqM64RKbpRO9BnY0EN9XfYB10c0kT1h1/1IXGmMwbmOmTLtEnKUJO1HWXzp7G5Ji/YtwJm5y3tYv2QrMORgQdXLwyKeLrDxwicOtaMNXX/NqfOAzhWZwNeRrf7lAY2/NR4u+eQ15Pw8HG59A9x81sVUww7jyBXs904Hm1ub0azKx+Jn+It9mfY5b5WtXitaX+WZxZnQJmIW+FPuiuSoTXjL+1bVorAy+cyPgS5s3XoPeIUbQfx8I3xy/S5Q2+wwXkE98evy03B84jXgRTx4dUA16IwDXjED8mlqNsQ096TM8u2As8x35YV8WZn40FWhr+UsJkb6BDGvIZ8DV5NfDWm8QgD/RXDa59HfYDB/TnTbJibA5bEI8he6y3OdRlkH3K6Ns2ppjsx5CMThsBJGuWt50btE3qMrgoePSOfbvILHlniZzNhaQVPUNQLvXeQJT3wp1eCHCXNGHd8x8+IQwM/pt74c6eaE0z4OVce+3saWw2/WUahWGj1SLnTTSdP+FteA0OnWZMxeLufB32mHUXs6gHyKBhiCm3TpcsCw+KhKZP+bjyMoyefVcbzPD1dJPrHXHGO1Md9mM2eED+OJVmmAW/wT5em8SIkGVxtoFZwGSDHvShIcWHNgC8lGKnmyKGuhJfN/QAvUeMov04Fu45tpEuf2Iquo+GXfeRnvbGaOgTrbI3o20dbMl2HJkLNhp/REwN/VIP2As8x35YV4Un/CI+stecCf7jEVpnqPYTXzwDQB8Vja9B3gY97t0as/0uJ83cTbI0xoYWw5Z9mN3zpmdosW/00o2pcZKxZwW6fo7QJrzZvryISTISKDlIKdDhYLU6S0HCdSvaB4jQ2yQbO1APnjWB6/d63oPPCNAxd0zvsS8fiS69EBuMRK/+9IIYTIoQ8ib93t4/LuffcLfLBN5u3KVjonm7vLlDQFf70yhXJPr65kD4++/VXfqLfTdilHxCTxw6Zl1mzpuXicfv8+Xj/S3ZJwyCDlqku62CH8boOhaEvuvJdrgP7TfdszjrZunAxIZOTl4dZhw3eGPH6z4+Bi+2C3J1rOwZid2z3OwcUh32YyZ8HH1n3gYTzDJf61brU53FV5I54lFXlpg5f8xjWLnZV6bvTYLWhZn/5vXMcpWrpd5Qb0aMov04Hk+re8x3gY6uzbNdPb/amQHXRCb+eLu8dfvbZvZt9IOKNJgx/q65J8LZvDKZvNoYIduoJqk/BH/EgOm7/kKf5wfshfwY+2GddZvzGv4aRjCfrqee/6q30omv4hkgsk2zqlu6n/R7oD0mSth4JPmjFOlr89PAVPj3a8Aq3b+cFHvxTELsdmHG8uexuBR/4+INjak6Ax5/4yFhPkwuWiIw+/R2MkwSWMACb05w1M0H6kwDkdmDQ4Ozy9bmVHlbPfSuVt7W0L/4VNnOHkp84NtQgm8DEBmqy0jkpnsIXE2cppvh7dba2y6jkKBuZBPRq94zrHQ+8h58m1Xw8YrTX6IH3OCgUI7xtckwNilVlK+YdQr/dEYX+FVt32tv2xxijHAfdm35S4qD+Irwohjuem/wVvVpzzg8dFbtaXGgb7F17HA987Vb579aHtig3iT7bH74IfqCcqHHQ7Br4KXar17F3mbX7/Pl3D8jqAfy0DPjY3VPDvVsU5/ztg1Zga851H3N2Mas40Wyl5ihr8Df3deiPOvnmiNeCbyJh/VJsA344FqI4Y7bZNAOZn0L+PSOP+qR2OVsmnDt06gby1C9yeY2HucG+Vbt9n6GvCTuOzAzcZrV0WZ7z/eudcZ/xJk+kRXM2l9dq12dh2KH+/riYqD7WgyYvJc11JfxNT6Z4QZ74cwa+1GuxLCJ//YZa40TfUUa62v1ozWVfRKwIpqVfFwjvmRjxFXlIz5W+uTK5QDaJDcYUdaEk5vGeJalEetyrToLnjlmluZaXZxqOy5vaEx3cC+SQuBFEPBJ6dWaFy1PWdeFQCHwvRGIh/rd7YUG7e68s49JPELI3XhC43o3npHR1hkQdxyY4ZuVvLk7wKVIGwLVmFYofH8EuGhM7vb06Ud6J/39oSkLC4FCwCPw6MZUGjHzdMyrcO31l6xnn9CYrs6Aa7HmfRQr8V2Gm1jW5ks1phUE3xcBLdL9Lbrva2pZVggUAvdC4FGNKbwtbN4Cv5feX5XPAxvTOgO+ZFBUY/ol3VZKFwKFQCFQCBQChUAh8P0QqMb0+/m0LCoECoFCoBAoBAqBQuBLIlCN6Zd0WyldCBQChUAhUAgUAoXA90OgGtPv59OyqBAoBAqBQqAQKAQKgS+JwB0a0/ZXaZ/6V82P+nC6+NB8d9fBD6nz3oN77h45/QPfX+OvBV8Cs+aEh36lyB0dfQ/MNM4Pf/feHe0oVt8AAf0uxmfXvRRK/avp7Psx0w1fYpK/3u4r/VEnnUmf2iPcyY130fsZPdKd7H8Sm5duTOdNwmMbU/XFNYf/NXtU3n1eJQm+UrPxfMwG8vOYGzSfNlp81+E9MGMe6a9NfZqF30vQXQ6xLwjJCzem3MC9ZMO88PMi73VXNaaKRHvdgZnbYS6ndf8uOV2NqQF7x8UdGtMdUq4kmQZL8qtSV4pYbrvm8L9mz1KJo4s3JuhRcfegfzpmYMQ85oDos4YLX74SZp8Fx8vLucsh9vJWfiEFH/g1RI9EYZH3jxT7UN6Pzo0bMZvW/Ufr/VDQvy7zmxpTPhzDzx0qGHSX0H4yTWl2Pso3fHUvvfY73/bElH8yTd6iCW8TUED1vdf9IsP08De87c/V6R4KdJVvn162uyfVzWAyCunYf1B31m3yZfKcvEOvgSf+nCPoZ3Qjv8Ia6W/W7dqRL4/exgy+/y/I3dIr/hzkh4Yovzre+POZhi6/8LGKvqY1wmH40sZKzpFmLZYaR/hTkYcx67nj+SfxpcUY48Xsn2suK05/3Eu8/3zIb4W3HLCx4v2hsTxyw0onWWCDyU2Yp02bds1kW4nhCnHSvOZX1Z12OExM7gSOccLYtTeOlM2GbMP7GGYY29aPTfaKt/7cM2CG+aPaT1897hhnvEnsPsSzC3OY4TsLGkeG1uJm6wLGAW1yvHssuPmOC/A2Nnu+K94t/pe552vljXGG/miYfdDPFze7bLw42zsmahNgQAj2nyJ2+zLMup/iwPopORs39faYWZ8Y/ogHqzJq2sgja2fU+GfM3NSYKkR6SOq1vGrAqKPk+kiRGMFnOY/EnvDm5AUHc3FUWs9rfj21CwPM8dZA7Eln1iUQ+5r+Rm/nNw5GpeGA7esbuvakTBKsFcOBv/hD5cjv8tI+xc37y9EbVbxdfq8hDhdrzCjxT5fzf7rNy8IipTTwavBvRQSKnsd3HnPAU4eOt/yGtuI3CpZizHaCbGUzfeU4zuPWY+Z5W7siZiKT/DT07XqwXRQLTbbPp06YDz7+oM4uFpS3xrTDkO3QNcc+9w3Y4PV0vMdvnOd2rWQ7VfJLkpf61+Mv1+bGMOfYZj8uJ8TE27Xcu5EfN2KmolPfbPHmdYwV5bbn1cVVq2+ca8wXamCvi3tl5f7qtTP4GWKQVHf+yXJTa0Jq6R5cUppc7x5nrBc84HF63vbb7BRniK/zj5fN+mvt2dCbfau0gliItxSPFN10MvBTKq+3x8xde18rm7y2tDoAD0NIj+4v3fwDXx/cmG4E0wbg02DZCFQKApv4EgC9sGzI1eU8mHRVX21RinsgQV0QMweTUC1Q/SGUHnYq371mMvTJhOdDtDrHetg7ZMSf7VJaJ5ILmluLOPhN4zrSAmaDrI88PSezk6/EtGb9Dv4y2MsOtFl55K++mMb9Xs/DhT/RT3VZ8yYb8ZCAp4XKgF8BC5znGMLcvS5/lKXBFGMu0YHt8ro3RrQmeQ36AEZjXSUDHU1t2LWSrRyXr8G2Rs1ynT9A7yXPdHHit5RWGtOe547mVsyUnfFxm9zkzRj4/FSO61f2lc/5gD/hdAX/wCeJIyPb+mNZc9rTvpk/2Oo9sZHRbMVZsMvqrQ8nbL1c+2G1amIiyBZMOZ+39N4473djtlDW6Ip0QW+L2ZavlRXHK57rvCAYmEY0yFMOP+v1WzamFCz6dgG+Hk24PJhaoe934fiUsT0lMwEIRS0LOlNggPbaOMySXBtTo5drVoweUThj6vcrGctMMJ/R6772GnF2OLBujr/h3RK8+WT42c6PWGhNV2LztEA5nS/tafeQJQS4P9iVyAtscWJBv+Sd4UXYmMOUBNki20VncdoXdwySeOg3ioF31AHzt+8jsbSX/P7f+XL6c7qc3v/x+K3ZhfuGr6ExCbKjLcjDyI6kcWbGP5tf+DYyXtecjN7O2TzAmEV7r8WMZBEfj9cmb9pI2GgtDfFprcCrEP/Ky/Cg2AL/I4PVOPjL1aOwjjFsse62mXcmLA36g9XaExsZTdALP6Ll6j0LQr0bIFf6g3fj3ubTHhOJbj1mkjV7Ex/17Hub2pZeJ/e/Bn66NeiGulg/5r4WRmm8Ts4QFf2TX79tY9oT4gbvZsHEc+aJDgZq1pjCOieue3Ji5lwBvEZ3w28wYL1N0XZva2eFbmyXzwSaZhAWQ/LC2o5hxBkw4+bJHnqRHoSwHXoYbeCZ2DwtUCBChsLbxpmdC3om8gJbnFjQL3kv9iH7hzSmLFvxF2kG0xAr6GurnX5kp2NMvH+fL/Q5tdPff5fzn/PlH/FrcWnkeFZ0HWRnRDpHetm405Xp64w/zZuaoQ2ZqwUTxuxrs3+F2YSJTjv/3AuzjE82p2pkr0Qfb54ySle7GgnjZGqc+DA0fjnLMRv86OpIWEd/ONrBNR85fzARz23ERkazFWdLvaN6R/yRPW01/g+yAactvZMbaMObVM/wiCZNZwI/pQx6X+frUK+ZP2Cg8uqVEXjpxjQWGvUaBofMmcDiQMe3InXfsdcsmLxOJHd8LjM2ppZeCmU/aNsdk78+XEjRrCzJaT0UQNGly9pK7LAfhXq7cG177HHOMLN6rj6HY+1iXuZQR30y2v3NSODtsPd2HS+eVj/UfM1bCp42bLjPjol/kiehGNtdyyuOE+DJmACmgfdEBxYidvT8IN6/z5dz+yzbx5+3y+mPvr2vzR7I9ooG2Z4Ar51sXJqNve2dTvzY7Qh53wnTAfsaGi5fc9JN00kXU+yf2zEz9Vdlb/FWuvbq7XTL9jLUI2cXU2dzlk165fwoeMPNFtuljWPLNcgjtmNac7zETMdszu1jHVUHXZN90zgL8U/0c98f9wfwYowWeW8w3NC7PZzQM0DwBd5s/g7MFKbkdWrrBmZ7fc104cGOxI7alaj1Y6duaEw1IWdvscagT4vXEnonozt2B++WGOPxuk/imWAnU99mMrKHzW/vZ5PcmjRdLhwoIlESqK93vrR6h0A1Ce9sbMVcZY8Cpo3rBkZuv3264ew68BbaFmZ2/XQ50192dtyiXGOXfoxB/Uiv6BOMk/YXq36/Q9FcWt2gMKvcrudOjA13bbY03gZ/lrvkHeO424U2d1wG72NPFr3C7m1nbiThECHZiL95GhJ1Hn4mOc3XanezwxT2YBvEdJCNum/JRtr52MYDyFbdFW+1Yc4KVmyM+5oDhMnQ7qXc73Gg1FdjFnkH/gveFiuKccRLlVu8unoU7HINzYJTWELd3t4/Luff0Jjq50SbL09/CQfIH8199TW99piPmEW9N/Ie+fIYcXP8Mc5C/Fu90WY5I5BvgChMaAPPe7O8N3p73gu9SRLG0Z+P9KMjhsb5IygbJlz+K24bmBGbgFv3teOp9ivve5z3wY7vMXFDY/o9ACgrCoFCoBAoBAqBOQLSYJgboDlxrRQChcCNCFRjeiOAtb0QKAQKgULgOyNQjel39m7Z9noIVGP6ej4pjQqBQqAQKAReBoFqTF/GFaXIj0CgGtMf4eYyshAoBAqBQqAQKAQKgddHoBrT1/dRaVgIFAKFQCFQCBQChcCPQKAa0x/h5jKyECgECoFCoBAoBAqB10egGtPX91FpWAgUAoVAIVAIFAKFwI9A4MUb0/bdZv17wY75RL9f7Lqv+bhN9jFNZ9QP+NC9fvdf/y61mezPm2c/vZA+n2f5syVJfMl3Fq5+tODZer6+fI7hK+uUt+6n5MMj7Xwkb++vY9f2u0OP7f2u1DvOOTq37pRfn4ei2JV+T+3nKXGVpGfnz3MbU26S/BftIo63NYcM7uyL3sMX56JcGt8m23O77npHwh5l/KzGdOHrZyfBUQi/Cz3j/uWK/Wuifzcs+YvEbU2ULy6HuZbDn3ngiQ72S+TFE61Oti8PDzo9NO/n9fF1a8otjanYO76sf3zx/HUPX67JpY1zUc8XjgcXL9NYmPsRNeQYvPMDDOIZYrb9gMLtmIpdGX+06xXHz86fF29MH+iyzcb0gbJ3s96XsLvZPZNwWpTiz7g+U82fJHtWlH8SBvey9T6NqRz69kCkGvB2efs9DnmSRdefc+A1nd7Pl7fwazru4G1NidH/oXk/r4/PPljncXVLYyp7336PmxT6Wd4396tUc9k3rrSbJv7lveyGltdHnAZp01iY+9Hy2Etnd62uZs0uzZs4XjGZrrn8mNK93sKz8+fGxlSA728FJsHKBupPcfWnl1Ls+r6+PoLa7HN3SbzmZNk55D94svtb8YyyR7KvZDMPTsD4M5EaXmZ/t1lXt15Rd5GhCcJ8EQuX6NpooHzdS1I5CWdPNsim9pOcio0/+HD/jCZaF+2RvcMvahfyR731p1pVpv2ZyijRzyAexGPwjoVOdREeY33opnpnRSfOWdkuxpYx7K1w1+Qv2o/xjLHRfu5ujlnUFSXM9CYawoJiA2kGpkxxOfWcdk8kdsSZ/WlBt1/fyZjFMRqBY8UL5/TnBDtugskUM+LR7dI4EIaMBfhT48Xi4oS7S+bRddFF0untcn4/tUb03+X853z5MD/L6/QGPbxexDWbU2n+lRqf83/6c7rWZvHTiGnay3azDffIe6/NuFZ8hz+kVmrNUiyRDn1B88sYxrwin6NfQiyRrRYblKs6im6N9i81+u0MAX8NC7MR7ZWfZBZbPi6n8POcs1iQecVHuGdzmVya+7icmp55/BAvi8HgtBULoof8tKueqzauOq+AfV+5aqBxYjerPjLLNOorc360J9aEC8ZLjxWPr+KAtumcjV+W3M93oDGxIvw1vnb/pG/na63mfEYft9hS/pg/F7TX54dje83lTY3pv/eTFC2W7J2gvyGLTnAqzgACsjRweJ9NAi00sFWSyRWMvr4jwHfJ5sMKbNxhU9chDDyGcq0BEfRxsnoxbInB9CaQRWCKFdsBBdjbZa5bQvQEDIbECacrErCe8BveXm+2q8vyGCGnZLyQqw2v4ku7LcbNTtANdfF6ysc/IC4NZq4hYL2AtjWS9uBI7NEp9Zf+vrjjh3qqneNg1OKPr6DLSm9tPqAYWRy8f6SodoxVb/WnkyXNDuii9vLrBm9D6y4mcYD+nmOWNGZOb8SA+SR55zRyl2Jbx6mv0jzh0RqD/86Xk94U9Dxf1GEXFzYWupDtQeDjc0XrPf4uvOIG9REkMWaQW4ghkC2GM8yGLppPnjf7aBrDLmbbzZDywgNclCN6iFkTG6LjaGy1yVBMvKyFuazH6fJBviDf/z3xTTbZorqtzmSPgTQXoPdKNKwFPrTW8oufpmoT53Og0XwALxk2jDqGcq02WXKHtV08fMW2tDwiHCX/SH7DxfhSPzoBmPE61dHmT5MnaIf42dqE66S6iwXmRbxVnl1H3Y8ZPsGQbMHGdJqbVg/V29p2TCNPfVNj6plZoLzynnoEcwzUQWt5jnlMRgFGE33QhEYBl8AJOI3jTDbNWQdIcPUDpQVTv0aGW+Ogk+Ud9HGJzsUWi4FbV/EWuzYbZNvgZd7aTGgDh7KU+ex1oguRr+0iPZxvg64zoRpjWnA8ncU36iLr41CBO2RmZTHiAwswIsxsHFh644cFPl5rviYMesFizS/n/pbeHszENhvLImmP3lrAeAfqTmMXF8a/wXeIyVynLmfFW9Sf/AuYgA7DB7CuHIBuK+/Zxt/ny/mPa8yU1+Yr4oDEY56eXp7+SBNqMEXyJJ+GjZoPLp/c/vSSfawHpFB0HTgWm90YC0Tmr4F5369zC1olsa8xf3V9izdhMoth3uvizDSjEBcib/iIrpk31AHLz9IqfZaHakt/7fiQ3SeOBTo7jX87sQwsDla2XXMbF5fWnkbYYmDYIb4xtbPr75lHP851i7Se26Hr7kvCRh/MkAyKdZE1bBLOBm+2G/MC9dP9Z+bt+XBuuDgzdjNe9gxB2Uzrz8Zdxqt9Nj9RNo6ZJfiO15zeJj926bAmuq0xbcDpo15+1YTkNXRYoggYm6zyVABICXtAtWZB5eo6v9pENEu43yyMi0w2Fx29I4RX04BwsLanUd6Bg30cBZ0wyLcauHWBQmEY3H0+yLbYMRY9CTTh/vXtm4OFrwPOSMtjfLJ3Ja7qK+MPiy/ZYHWJ695OxJLGIw5kr8kN1gFyAjAnuaFweWF4DXtxmse7MJv5cFtvtDnIJr0Ua3zV/Ax6Y5zJ4TAwdNy3eDtye0l2CfYff+yhzvI2MCObM7tUV8kPoTnkR1WS5UNs6Dw/RWnziB2NFdNMd10jPsEqKzsAACAASURBVLDvcJypHol+3WbMKZDFW3lf3gjzftRzQatq2FeJVfUBrm3xXsVw2EuM0S4cs1CMYX1aqzb7PLO0tH2lC9qETT7qSOMecxuxMGSNfDAydlywbPQ57QmYJHNT/0Y/on1epWGDX7niWvXmdyI+uOH/0CfT7V0sH19Gvu5PRYtdUjeS3Ka9WCN1rDkxxWsII12UR4+BsTwd0T6yi56w482u8gj4gy5hjaQscZiqMV24oTGVQ0QNIQlW4ZiAQQswNqy1CcsTqQZ/BRlXZTxowtoOIDPZJigD0zjBgeOTOJLJTNDJJmzQx+G3V7eULsh22NG6Jg697rVJbXW66jS9Lu1a7EMee8fWHxbfqEtcD3I6boSXHkbMCZ5ghl1tQjEmOUnhmm2j+S43IdqFmdiG+Suctm1O40fVWOmV6q0Y0OKG7C3eqsPklfTmz7FR7PLboID7BmZLmzWGiS/zwRuUiTJhGnHARR9Xba1jQevjrVxaDfnUm1uwF0XsGbNdLkZJBxPziewFrkHPBW2u4jxetniv/Ml7XX0zcx171cr5jnEZDYOtlY72aGPq9CINhq07YkF1J6wTXmrR6tVgoYSZ71TWiobXoh+HTbpZXyOtrlz12nD4aB9LJLnyWVeq5SLL1kg35200SgxatsflyrKGE58MU8MfL6LvcdWPSZ+399aIt48HSX0UyoA/6MJrLnayOS/zyPXNjWm/m2DF9VG4qECG2qT0qgmYnYdfNkkXFwXI8aHshMJ+9gcJWF9XaHF9JpuLznofsjnkMKcT4wcftra8BDs8GIjeJhFqMsYpXUgw4q923qMYzH3NduldIqkJSaDNSn86NMy4amQxHIWDmbFvMYb32E12nS4ff/WPU4ZaLMsXo7HMI9HnTT4z5taWl8FfSC16rzFztsP2Lb3T+On7xc/TOAx6Y5y1Q3aK2QbvrkM+IL1P7/IZTY4xenLaZW1gxrGh+RD5m7jaoI27aWYWay2+/KaOo2DSa2hSh5k7/bEU/SU/5pnnubp2tUlIRfaIM6cLE2VzspsxQ31M3q+UGWvk0yF/zG/xXsZww7Bj6j/7x/7Vm9AWN7trJeFh42ipyzBJ6qJrCGh52OqwTmOh5f1vasCQ+f6xifW+rfF913fR/DUROv3cXtRn2NSJ2iDipxQcC3Be6vzytcV1/6YD8i3UBdaj14j2QMBfJz4RmRYD1s/QCh7TWnkoH6yspc0tZt6oFnL+UQ91upzg4UjAH3VpcTX8NfPrlhbz9RsaUz1E9M5Q/lrQFwkNFn3aNoxpSnGSKw9NWAFZ9/RXLGK0vQEUHGt4et4DDAk6XfeFRufbK8oO/HWvx4T2jrUheT5Cncguwm9ghri8Xc78l52DP9EGLLooCZ6OZXv62enJppA06g9NSIeJoe+C5gOD2+C9TALmhnaLDl3vuTTZSQcyPun1/mgxxDS/8792HvjnwsRnwx6kQn+qDC3dTBeSHHcvxsFfnnYLM1mf4bjSex1npEeMtY5h0JtoLXZettVxwdtD4K6tnxo+JoY3MDPxa3ObeQMvtcHq7hRyl54HL3N8jBzvWwBHlSVxntdhrZXdD53RemB5a/6jv6w/Uv4Gt7GXeWNdndm6VNHKV7y3eG/GMNYF90Sa1KH9WlfkCduwi5+EmZqDD2hivG/qovaDz3WKXtFW6688FoQmiSlkGsYxN2I9y31hWKWxILwxdtCmsB/yDNfUJ8gH19Ox+rnHYbMBZFhMwc/EcOITkSV2aUzqzaf92wCLGWHa9V/mQ+KPbkNqqZ1sflBZgt2IiYC/10Vx832ElXL11U2N6dVSa+MXQyAWDk2ykXRfzKRXUdcn/KvoVXo8AQE5pPSwuKsCFWd3hXPO7PVrZWg65sa82EqG7YupWOrcBYFqTO8C43dnkhyY7Y7pIYfod4ez2yeFtpr7DkgN+EnGeHJxH0Aqzu6D4x4uL14ruW67p357zHoBGn6qd+Sp4AvoXCpch0A1ptfh9vN2mbdg5G2sakqvDQNpFPitsCq014L4bffd74lWxdlTguQVa2V7kGDeKn4KOFcKJf3h7fUrudS2L4JANaZfxFGlZiFQCBQChUAhUAgUAt8dgWpMv7uHy75CoBAoBAqBQqAQKAS+CALVmH4RR5WahUAhUAgUAoVAIVAIfHcEqjH97h4u+wqBQqAQKAQKgUKgEPgiCNyhMW3fw3XrB5P5w9n+r1HvxPtlnCF/jFB/NPQyDnmoIvxHLFt5oX+U8Mw/gkpz70ZoXsEuZ8L9/qjIMf6kS9Yfv+fwk+SWmBkC8Mdl9H2Oz8zhmYpfYl5wfJVvJ9n9vbJfAtuvqeTPbUzpLye3moZrfTrlXY3ptZCu970mrtWYPuGwXjTZr92YbsdwNabrKvDZq7vy+7OV+pLyqjF9jNu2a8pS7rSPWe66y+IdGtO76OF+hvJOPFdsHgn6lPeNgbKy50evvSauX+bgWjRzXy6sFrZ89cb0y/nimytcT9bu5eBqTO+FpOVz47k47WOslEdc3dSY6h18/n2M9Db86fKhb+nRWx3+CSUZbn66bbyVv+YtUBga/xaX493fPkd9JrL1V426bnvfotnkrYHSPqLA8ofNYhWu4U+Myny3g4mzuSxMVK5fo/3wZcsGM5inbRqkaKPBZaa3lxmvyY/0No78LFr2HamWN8YR7un+Sn5CMEqVnxWMbx85rNBe8hfazGvkP9APYpzjE65VV/WhXpPeQQ/C+8+H/Nxgi1NPg/vVdk+T2c1zxteE+YhD1ju1U7iRXJKD+ac2EQXqFfTZtAuw7PnpYjE1KttHdo29ahfqh3pfnfdNH8QD8RS+pAfqOPBGfdSPNiZw37BHYdjyh/+J2OATZTR5tXbBTyZy3Ft9VBdmtcwPscni7+ckFzsmEJOsE+QWycvmJiZxjK5ieBsz0W2GpcVs+FpjjOwefrcY2p80tWvEl2SOveiPZq3LbaOjWbO8Z1jRvPFrJ3S1EuvgrKalOe2x1HhH3LrQfGDssphsY+biLNM9l8qzU1+3swPxF7+pXWTnkR4p8ZezW2VhfPT82WuXP/O6z1Tv8XPwnTfk5gKq3Us3NaYqhR0TFPPB5YoOGw9A9yKmXOU1562/SQ9AmW0flxPqw85ztDTnCpuyYKf2/T5plGrxOuWtCaB2e97+2mJm9dLfr3d2TdSivRq0g4T4N128PzxmfA0NjKFf6z3k5SNNbNWPr7tvPG+5Ng3iRebsIZfLwtk8tpCXxV8PK9VTf398ND+WHu1g33WbUItJ0Ve8NQ5Tf6jvM0ysDHNlfKdFRnnZ397mfS432RYqVk03tBPlpDG3YRfzVptZrj1kkH86droiDesJxdnrbWS3mOq+RkbZ2PnH8m7+0VxLeWPcZQJoDvIVSNb+EL7DDhujwCYfLvDM9DE+b/6b5YfFO8ahXXd2MG+to6S6W8+t6bPXYyb49QO5H9qgy65YGPXY2OntyngtYliaWtClW6z4wprjjaR+zPGsedkXMWY9/i7OlnbhXtk34rULWwzW5/2xvJ/U45l0h6HNez2jG+aOVs+TcROLOOzwF/MDfwYd0T9hcXuC+KdnlvNtuyE55rO1+Ac3phY0SkBVHsesIgfuOBxV7TwhPDBKPXsleqtLfwIYthCt02PqoLBZJqb0MVCMfYSBC4SwDroFDCfq0DTxEexBB8B8rCsToKOpkASwvqW3spy8GhuJBvQSuc4fuM48QZeJjHSabGrFdmA5YoX1cv4wccN62MZp8BlPcM5/kncLQCHc06dDDA29iIb2qO50neramdlBkOfwXPpDZSMubr9KC3JoYWkX2Yh4il+1Zijf5etEF9qztuu2vCdb7Y0R+ivGZ9Bl180V8hwocCzM/EF44FqGw2AVR4ynt03Joj7G58neuD5ymzAZvt72x4qXajh7vR2zeWwS761YwNzFnLAYkPY2dkLcmHif68ScDL6R9wwrnt+olVyzF3G2tkv1PnP+jxhYarRYtHG5xMzgJyxNXC2k0NLa17JZ5J8v59+ruEDaD77Yh9k/2Zj+a2MnJVlNhlotxGyP8zXG8Irl3rWv2ZhyMLlG01nMhaffzdq39Jh0Avp4CkZ74H/vCCfPXM54uyJDe0zS0D6UqeN+p4qBlhRuo4S7IN7E57/z5fTndDm9/5MGsNkV8RLbe4Gd2qRNK2AV9Ha6uEuDAa1hscjk4jrzQlwc89Ul8WH76Y771J6yD1yDXsQL9Ql6WGG8v2GxKrZpIUQ5zDYptv0mRQv7qkgN3YI8Z0ew262H/YO1GaV0S7vEjn5os9x1nhuBdOF0xfWlXbwvieFded/01rjvr6p7jM+gS1IbUHcZ2xjQ9RRnXSS8uz5gX68pSrh4RR4Gj6iP0WXhC5GGuNBY8VI/gr5qA8qHWCI8VznmrTN6+kW0V+XSq8FMdI8yZT5irrahzV5wu+FEmW2sdTjEjcGY/OGbnyGDbI56zenHzuaPRa3kupjorZitZSNmipORvnkR+Q8+S8wMfiJmGRtGE9QbsR2yhbzRmfihlZg/rGuL8WiTyJBYWPsa5WrsGNX3XEB+IXnAkxYntLjvyPhrNqaJQ9FoBq4f2rQSA2AKZBKoyHvXeOqkWJSMk6f7htROT7Qh0AddGJFdv8+Xj/e3y+nvv8v5z/nyD3hsJuNKt9VaUCROdJt0CX1AvI0vtREeT1r8UwVls/1KcXG6fPw98aH28ad93qcVBtYLD0K9kdA51DMR1vcz3fwASLEPmLoYZlygGKpOiR5+Kshzdiz90Z4SxAPZS5m8JbZhly/Ge+QYyc4WXFvatdiHPPJxzGtLF9eDLo9sTA/EhtU7XrF/Oj8Xkz42dmDacSDazlcbU8zxqMuo64SvbwYy+jEXcmAs7TxkxacxPqOvkfVWrVrqpfUH677BeC17i7fV01+ta+X0PG1s1rIHlhwPvt57Vdx13GPjsseY7kPMcLxLV2VCr2u8lVJs/+AnpjZerJ7M8f2tn+t7MFs3nfv0Uz3Da6jVQsF4Yq5qXLq5wO/AxNMaU2scOYgO2ViIQlA148hp+ecf4tuaTOvfyueAzIqZOPNQ0+cB3+CNwWTtExxs8HrmEsxvBwsxP0n6fb6cqfniA+TtcvoDTxm40cnwaPInQSqre/T2doxri4E/lDzvUcQGh/jWNq7Nx8T7dDm/ny7n/yRu6Mlp9z37ERtK0aX7LylqKMvE+ALftAAFvEm2+ue2gmP0ap8PwtzbWk/1RcPbOKVb2bWBZyIimXI+Aop1nN2W98w7qV8iPvor6NKauh57oPcYYgzALHxEaszqSPBY1xSl3X7NYkPzQTAYH9daPb3uksjn/Ya5z/ZDf42H1vq3yxs2a8hmMk5js9PuwSyvQ8TiaCx0sTRY1InOG211ObOUvcHb6BEuCJNFrWx1ZBpnS9kWS/LN7GwPaine0BTx/l4rmz+mmImvpzGcCYS5Jd5Ex3a3voZ9pTWcFkk2XPM6nDdLzLbiTJRkLNB20H1zGPRtO7yezfeK4SbfHQQ3NKatkPvH9x0EB7q/m253G/LWAjlHAr99uoLvLsLbDp23WCYBOJ4aDWAk2HT/2zt9dgUCoAGjhVTosCmOtk0TbgJyzlv4Dj2TpOmNQmYX2A2JOFHBTTdMFEMOekgCom5zihs2K1t3xJJkQ2figXY6ZcwlY6V60QoHPvrD+jM/rCzNPn81PyuWLeHM3janmMQ11NOYFT73qTEhPKy+gT/5QvVitkQPMRx8daSYY3z73CNhbv3v+fIGTRflncHBmH2bXT6nCZe5LCN4XBhsBmbbcYZ2Sywfka3+VV8O/wlfzIegC2tvseuyjT2aY8OutT+IseVL+qEuA7g4CjZBHDA16vbnw/71dsjjyJ9mxOdZHu3wR8vPvfaoBrdjJrp1Hynj9hpw67kcY8FtXdbhEDcJxl620RH9NXkYFPThieYLtaPhbnhvxdlUtseyycJ6lyvVZm18+/N+EzPUq30TirVrKbzdiGheQh1ufDE2JdY1d63eaV6ibom/lr5mta2MI3bRdssfcrT5X2vdUb5rRC+XGxrTLda1/igEtovqoyQX39dAIDvcfHF/DU0PaZEcsnKTooX8ELci/gkIZDHzE+wuG78BAtQ0Vm3LHFmNaYbKK8/xHRTcubyyrqXbgxCQu2C8E5cGbv+TsAcpdhvbJLbljr3i/TZgv+vub3Az9l1dU3btQKAa0xlI1ZjOkHm1+f5Iv+6wXs01T9Gnx8N4C8k0qk9R6nah8lbXsMl8nOR29sXhWyCgb/X6v5T/FsaVET8GgWpMZ66uxnSGTM0XAoVAIVAIFAKFQCFQCHwqAtWYfircJawQKAQKgUKgECgECoFCYIZANaYzZGq+ECgECoFCoBAoBAqBQuBTEajG9FPhLmGFQCFQCBQChUAhUAgUAjMEbmhMs6+smYn5WvPmu7vw+zXZDPmLaPn+rtv/EOmrfPUTYxKwOOZXxfVxf6TTfLNbz2fG8GM/+K5Yc5xu4XHoK3eeiZl+56X8cdS9vztvTzQrrvMYxvrgv4O1rel3Qe4RmNEc8lfG4AfMMUb6R3RP/lYH+kPFW33+A1z2miZiPt9+3l9nI/yxH32Xqa/n5g9hn6XjdZbNdlVjOkNGv1zWB0Gnv09jcbgxfWSRWxx41Zh2x99pcJ/42VJml98Wfo/8n9uYqj6H80Y33vi61ZjytwosawZ8Afe1uhzy17VCvsm+V8DqkTX7qJteAY+jOr8E/efU68xUrjnTGxtpnOc3yhnH7Tmtc/oF+vw61WGb31GKakwXiK0P9fsE6uED9pFFblG01lgsQHzppWc2WfeJny14d/lt4ffI/5mYDW0O583Y+sDRJ2FzyF8PNPcrsH4FrB5Zs4/64BXwOKrzS9B/Tr3OTF3Wugf7k8+PT2xI1f47NKbSsUtn7d8ywTX/tpaqkL+qMxiY9rOn9q5gi7ccEqPjt7oh31+TX19YH+rzQLW8rVz7c48H3pLkANS3pvAV+VtM9r995PY1vBEXxYL8opju9wfyT95q0MKNNk6fOvl4Qd5NN7cXdUab1Benv8gD8SRZuHb8aZeNBfwCfOL7djnzz302vV0BmO9Nfsp2UqDUbx615c/PBmKc0OYLcVljdvgtd4qHHoN53dD6gJrx2O21Mep/Yg/9QbtXNQPtTWKYhQuNl8mc39+GTS4+eauLs4CZs+vY97ui7ltvBeZ4i47+X+JrsTB+IZ3bTzyqP71dNsYhjnjvuf00NeRJzxGSfbp8YM3oa6DnJC9Wec06OV5hzvjDYkDSrV3H6obfi/FEa4Qh1jRcB8vd0MVAzy+ru5V9X39Y3jb3NG6Qxtrl9Mcc6j4Gmu4/mct42TkHV7gkPhYrJUGdzfnCMQIY0gY/h/FLPkG7WIDUJJ83Kjvw6wv3GbBtHUvlSVjsyD0lv+L15sYUHcHJ0oH1gGYBMte4J17jZwHa4t0OmK6Lk/Pf+XJ6/9cnLe8+LcVlxoMPkiRQXeB53hYj+czcNOiGKmNE/EOg0LLHZAODwXGMeoKPKR2xHfC75dYuL3vm60lyM2bUnLUkZj0SbFWZxavH1+qpB4YWi4YRFBy/n64P+Qd1W+A5DkbVxWHm4kgK0MCE7cLYnMgKdKSfx3eyF00Z4y3M9sbC4GhGbPew06zBRe6Xj8sJMfEYbtiZYgUyZZjEMPMdN2zahPV4Bh65jA3MbvIX1RiNMVLExdmsjoHO82HEwvhF81p94v3hrhkbrW1tLzUPnJNcG1Ce2DEw9hg2rVOfe1q57k2Bx9vXVr/u7AjNAq2rXXMwZSXlNfKBMZrW4S3mmvsYD7DHyb6rPxxvX8/Ex6MxM7IpalcxzP6g/FOcbIwzb41BMtfrAhDMhxh7QLXsJawetMvq4tflWs4bGY9aovVFbNQ4COtoJ6h57dD7QfiobhpH3o5rpY19Nzem5q4DHU7B4pKRjdwJHDsQ93PwNSC2eKMew9b5CHkD1VpfcoYmwthEehtMsPAncoj+UONDtiEuKjqzOZGn5Onrgj5ggbQ0djoFehaYY+aLlDbZFsdU4zC5Tnwil0NIeOO4sXI4hjgMEhcTjJGPB6WPWIxY8Aen7Bnrtz0xRT7MGX2p6k1fNzDbHQuZgNzujDLYkBFh7tH60h/+piVl2Bq7mPdCvV2g07zYwCzYeshf0Q7LT3Q+VIM6y1UMtwbA1AVLT3rYHId1qHNDX1j3vtWnlP58ybByOc7mOLohU+NGD2GJE4sX5gSOG1BgS4cuHeTxj7qE+HF6p2xxckH/OH9s20Wyzbm20JPMQUyyvI7rw39mDbFZjjH2FoROb+svy4PXTH5kOZNj1zXIYrkv3j5IdUxy7zpM5/rdtzFFpzBg2uXDqy8cE92Whm7wzsFEQeJse7cxAlcpbVDprL7aIJPZjC/cySE+jc3SThWFr7Mil80n8pBVGC/oAxZIu+GPISfDLEvGsePoiPDsTz6SBNpsTNEuFm59ag/SHdohNqYIRSxGLIhML2usv1hjipihvf3tQvTJCjPCxDcrOT1igRTsf5Trbx5RP+MP4YL7bfOhUqLfdCU+jRwrOgp5RAuoE+reamWwFfFWxqvXhL+xjflpjY51cM46YmF0JbkGY6S3eTVqcWv6Ye/giftxLBqmdT/DCnh32zwd0BBfxAtjZOitcZvkLvDq8tJBstc1YSF+vN4pX5ic0j/SH9t2DR+DrjgkDDE34KmxNKaruEX5FDcrWhSK4xhvsprhBvwRb7IB+p/gS2IYYkX4Y/yhVtc9/TUclhdpTiXn6qb/llLi4n0bUwQVx1Hu5szS0C3eG+tcWLBgYvCAZmng9PUsUDEBOuEYJHKWdo6dYzSzjeZ9wmVzg1McJfopUcACaWc66eb+mmGWJWPfcHjAvu3JT/L0wFBWOJf4a2UL2+z5Kd/tVxt3EYsRC1kxsnNLf4Aqgc4ddEyKvoS9+XADsxV+OUOYTXjDKg4HVmOWbTU5EDEe1O1tNawDuMjFN3s3Y8UTY8sw6xeZP+Jh1Ml5EGw94q8kZgM/EBcxhMUwjFgY3iEWkH7D17B38MT9OBbFUmwzrIi3iRO9OYCGoh++pKd9Qj70CYC4d2TaOtiS7RhzgoltQuxcsDGzbzCMoyn9I/1hbRCl7NwS060Ynto0zO+4kS/6+TDWt0cx3mgP6W1uvoIuA1eixYcNrJOrP3HO4hT0zGI5EF0/EfVhq8O7xUv/XSH+jo2pB5AcmRX2fVquDd3ivV7nYOrBKXqHQjV7a6irnwcqO9IXPbNnBKfQHsSIA98WSmHvbfb+6EosBsIDk0eJWdeOmX97y8vWXf41x2zrYPZcVtfWt7Fw2EQTjIa9W5jN8VnppGtWdsQCY15iAw5KV4AiL3riBfRNKNOh3zSue0EUm7K9qrd93cJM+NnD1XJYXQW7J8SIlZJYTJrv/RNTJQ44wAIPZ7EQ/TZ2iu0jnsaKjjJ/6JPWGWbWroP+8vWC42hRc1ycqd75q7VXfAe8iVePM+JgsRP6GLMsC/YOX+N+HGs9GrW16xsaBdUD9PSfIW2bBfe3y5vLH3lKldVg2WhqEMt3zUtXLg4CJs4fvI76pPZFvmPG+mzMb3yU5UZ/bNk1fIwatfFWDO/CQOLlzd1kJNImUy7eGpXxdYujUEsZu7fwcbf4EYTMN7M61BRw8RGU5/W971iF3fJ3NiaHiSZisfRfZLs5c3Njio/XY2EVoJFmVbRR221Dt3j7dSiAWizaWwOn9/PlrR/qEgioM4+1GKijzdsKtkhJEupbY64o4f72F6sRN0Qiji1/sKs95em6q86RxXwG9YNDfbsgerzhkDA8FRfAjNZD8M9VXK3YQiGUPNf9hXhFX1tfRJvs+koTLfRqr28ciTdgkDzJtH62tPqRBPG1/tWy2hbtMjHcCyjpRHxJF927tsnKFdsiJhG3vXlP0q3d2EBEvmTXkG/X397PBmPP1x4gCWaYP1sxzLCJ/GhrwpviEfn73DVP+nH/UX9pg97i8Pf5csbPtQe7fJxtxAPu//NhP/sX8prwsfyDT7QOwN5xFuB+62uKA8Q98OX8xxh3+40vms3tnEC+HQ20e8m7/fWy2tUZzAdW9wQv1HVXU+ZkGd0T/r1Wwtl1oz9Ig5Vdw8dO13ZpariP4Z0YMI8DfmDRBquWQxjDy15CbZFYG3VK58cNldRxrGVKI7mf7iUS1g/jWve1V9UfY8aRZJfWV6N2yJ+MYx7K7i3/ZTJWczc0piu2tVYIPAeBeyfIc6woqYVAIbBGIB6Oa/orVnc2PFdw/oZbPsEfN6L2vLPh9bG5Edq7b6/G9O6QFsOnIdDuXtMnHE9TqgQXAoXA/RF49GG/8aTq/gZ9cY6P9seN8Gw9WbyR/Wo7P6k9+MRyxe8nrFVj+hO8/J1t1Lcq2ttP07c8vjMGZVsh8OMQeFQjBB+bqGbiQFQ9yh8HVMhI+/lgP7KQkd57jhtSOpeOfnzg3op8QX7VmH5Bp5XKhUAhUAgUAoVAIVAIfEcEqjH9jl4tmwqBQqAQKAQKgUKgEPiCCFRj+gWdVioXAoVAIVAIFAKFQCHwHRGoxvQ7erVsKgQKgUKgECgECoFC4AsiUI1p4jTzHV71AXhGiDF5cSyM33Z/L2cSADX1sgj0Pygw31/6eepqjM2/+YH+CES/79B/L2Fbu/WPIeprjLYdbr5fcvE9j9ucbqegP8C51ee3a1EcrkIA8/nz/4BKVIY/yKPa4s/h/gdeVHeepeNV4E43Xd+YtsTHv4KWQ+PJRWBq6vGFr9CMHbfquh0vjwXH4/dIyus89LN2Ua3B2vNZ1m81plwD/cHRlavGtEPxWYNXaOJfqTF9BTw+y/d3lUO5+5zzhWvO9MZGasr8RvmuIHwas+sbU042/Lm2j8vp9xv8gtKn2fAwQS/fjD3M8sj45bF4peIf4auZOyPwrMZ0bYY82Xj4IVHNxdoNuPoKWL1SbXoFPNA/X2b88mylQgAAIABJREFUvMZ0Weu+qT9va0z/nC/n3+0J6d/T5fTXO0+6ef25rfEIOvvy4mzuhqilYgBvqV1zWEybsRVvLUIcMO0tPfMExWHCOuKdmF3f/1SI8CM+uB+fXtM8ypGfKhT+be97w6z9tCD+zJ9iwU+EGq4WU5Trnmb15AGa6R1g5nPYR7KTvaxfMp9xG3NbmBGllW38scMu1msWhxgjRINxQnHUfrJW49jIDj/xZ3+ScdjoRl1nN69x26at3hhHI26QZncsOLHppcsvbzftmRZrt9fq5X8W0WMmNUjxtj9ZinFg82jYIDReJq0jVsbPfTPyd/lDNM4uq1tnMhlY3kG+453hnTMmvhYL4xfieyiGIc54L50v7e3Jv/Sz0Zj7JLv93KfmV5b/s3h3eY01hX3leIU5g5nFgLAy/jZ650jirN+L8URr5J95HUZOOHYxoJg5/1nZ9/WH5W1zT+MGadBuX4dNDHcfg43dfzKX8bJziFU2Jj7Rz0SJOpu30jlGAEMi9nOrM4DVkJo0zUnPL1P9C87d2Jh+sFPIwR9/yAHWeTKnqNgAYWf24NHfjM0drxz2v35cTv6Qv+Izh6wj8mEFNnj3gtUCkgNv2MUFRXm2oBwJ4oPQYra2Xw9VlZXx0jXhpMWg//45+aPpRImA9mvy9QQxCZHJgsLTk0/lH7ery9XfeW8YYoEeDUVysKfgecyk4RlF70a72G5XmLoeHgO57nZqHGmsGLw1X2a8u5BkQHLUD7BM/DUfnSyfqx3zpptd38AMRKZDlp3o54hH7OLCRm4u/dEOGMUb2Zpxgl+P7/HZUonF6B/MqcF2AzPmD5hs2DH4ymhVh+XAB95+8/I6YmH8wr6EGy4XV/6QNnHU9srZQrgSliiPxjpPSnoMm+IpVp5Wrnvee7w9b7++YRfbqbm1xDNpXJj38A9jBJ+vNpht8ab1FI+20dlheN/qD8dbfD/sWtcU7S/UQPF9PzfZpnYD8x/R2HXmjXntdVG2y1eMPSD873w5vcsvyNOswczpQetWF6un6i1ngKzhmSZjwUzjIKyjnaDmVxte3ZgyMAQCBcWfU2sEJ85rqJiiZYrM3kPhWnjXes24dhtnBDzveHPQj4TTgilJJMHWEyoreK6A7dOBFJHiOnh7TJ2e5qkT7IXChbJxLHCALbRnpXcrHKibjYUFwFkRAR11J+vndNC1+SvYrUQkT/ncaldit4pJ9UXZOOZNzn8L3iojfyWbW3wCjuhf8g36yjcvXFwVIxICfHiMa1qsdxVM8UdvznMDeHZf/BzDjDHYvIF1PI2OkBNmflwgzn2W8FtgFmxFvDuT/QPLT3Teg3mUELEwvDdimGincQZ7B0+Uh2PRbIqt9ynx9nMO0yHTxXeLZ4sX1hEcN8TAloghzuTxj7oEG53eyC0dL+gf549tu0h2r7uk+EJPWkZMhNbGUlwfN4lmLQUpm4zxllF5va2/LA9ec3kfb2Jy7LrsLJb74tcd3N6YmoaIQISmjEGzTxEwoUeAuH13wJN427sJ0GsnfxtUY9OS97IISZBN78wTvNiGA4c6Fnqrv00Kssbi3xIbCgLux7EgIbawvC29gedAcecowzPhx/r5JN8UATYoLdvSitg97EIeoF/Esz0tUZpgd/SfPHVoca771I7FK/md/PbvnW4oT5fzf3ITI7nZYrS/1ad5NPJnxE0iBO1FHrtimGy0B0wigadmOtD8Mu9RvwQz3I+1auiR+KEvbus/9TtipeOGWbA1if+uQjZAmxtvYxvzU9zGAZ6xsnMRC6PrMoY34gz2Dp4oD8eiVVoDMqyAd7fH0wEN8UW8MEYw1qT2TmpKEmtddh8ke02d9g8bthu4zloH3k6db+c42iPjlveAx3F/bNs1eHaF7IDka174GJ7apCxQPsXNkRhXHjHeZEV4W92AP+pGNkAdnNYCEyvCH+NPNeJXxgXkmcWve3FTYxrBggBgh9hDJgSfBjvRGmfcBig73ATfLKjWcrLA2eStNk1Y+6JmMNzYO2HZpgF7nXl/g0SIGAx/wF5IJLQfx8Ie+G3pDTzXNiSrxNv4Mnm7S5/KHY4hsFtFoy041nV8PWgX+77pyHg6fc1ckA14ow5tjLyTZTNFct7eP+Tz4e2tKNo/PVjNbryhcQt0GfROaKZTiT8mtCN2BwHjZ2LlFsxob/aRkBVP2SM4Dr1wxDrC4cRrG5gFW4/EHdOqb0WTwA8UjBjCYhhGLAzvYBfSb/ga9g6euB/HoliKbYYV8TZxktUU5U96jpsykjT0CYCk71ztzwnBxJwJ7l21YGNmX6aWzk3pH+mPbbuWmG7F8NQmNRoaevK9z79BthhpPFgS0nv9pHfgSrRYG9iXqzOARWXYgQ5ZLMPyVx0+uDGFhGYAfaFvoP9+Mw7rYLaANI7vi/OBdzgHT/a5ujkLXglFIGmAAm+y0wVbF7OZQBT8HqO+e2MwEkAJrf7CWxOD17os2As64n4cE3++7nZu6A08Vbf9r553nqhWn73cwW7e4mX5a8f3oF1GR96LhUpkqX/iYUbrkE9OFcPbrflLon17P4+P3/w+8Tdq0JNT+o95+YMbmFDM28MTFtvnqubrSBvHW7J1R6aDxyDkpm5ur57eLudx5j/WYPc4H9pFvmKZ4WBcx5nVU2hDY5XI4imOM4ibtA7D5kMHnbWX9ew1JbtJIfqhi9BPnvZAHR2+xv041ieHmE/NpjRHRe8Ro7mvBXf85pnGkzEadgB6POS4Ux+3PJ+eCW5zwMT5g9eVN+1N7XNMzaXY3usMrAXZsIb16Bp/BN7OrsEThbbxVgzvwkDi5c3dZCTSJlMu3hqV8XV/6uximmP5LT58a7ExfJH5Jo/NrqTDsc/rgNfhc946/+KvVzemeSDZg56dpo/ff58v5+RACwFrABN+u4tw3ysO1sfrfAhDQexk6UBl6ltb7bUXgw3eHITny/g4tBViMPFvSTCp5U82jMC1vOyVxZ7WQhHTICW57S/vpTjDXkhy3C9+Akx6U6paLPQGnkp97NXx7r4YXFi/oNNYz0fR1+Ow0h1ONvpjw66AmW/2WmEacQpRE+KI9BiH4SZvVT97bXGgcSUxaYtp4A/Y5rmPghaYIdlk7GUPn0S+hN1s3ee952vrSowF82QFc0drGvhDTBH9FNdhXsK75eCgibYNPrifYoBorb8GnzgyNcfX4WDXiLHIKZnB/aambDemxC34ROOM+LbxiDeyW/Vb4ZXwZZ8hZm5/UlOyzy52BNDuJe/2zQFqV2cwH1hM1F6h5zXUdaMGpVKM7gn/Ht/wNPBGf5AeK7uGj1ON5Y+GVC8fwzsx4Dw44AfWxGCl5x9g5mr46Z2+PQLjjLhIrI06BTa6/ZFGcj/ONx6sn5cH/FV/jBlYftXh1Y3pvQwKieYYXxVMjsfLXGYJxHMQ6C+j7E9QRJJ+NAA/weaysRD4Dghgk/oge7J6/SBRX5/tJ/jjRpC2mt8b2S+2vz42C+WfsvTcxnTVlGmnf/QO5ykw7hSa3N3IXeTijmcn6yK7BoFqTK9BrfYUAs9H4NGH/caTqucD8GIaPNofN5qbnL03cty9nR+ufbEnlruNexDhcxpTbkjlsfhPe1rFQapvSYS3gB7k5WI7QaAa0wkwNV0IvDgCj2qEpCbwx2uqmTgQA4/yxwEVMlJ9wNU/ApIRPWaun/Xf6eHaY6AKXJ/TmAY1aqIQKAQKgUKgECgECoFC4KcjUI3pT4+Asr8QKAQKgUKgECgECoEXQaAa0xdxRKlRCBQChUAhUAgUAoXAT0egGtOfHgFlfyFQCBQChUAhUAgUAi+CQDWmL+KIUqMQKAQKgUKgECgECoGfjkA1pj89Asr+QqAQKAQKgUKgECgEXgSBakxfxBGlRiFQCBQChUAhUAgUAj8dgWpMf3oElP2FQCFQCBQChUAhUAi8CALVmL6II0qNQqAQKAQKgUKgECgEfjoC1Zj+9Ago+wuBQqAQKAQKgUKgEHgRBKoxfRFHlBqFQCFQCBQChUAhUAj8dASqMf3pEVD2FwKFQCFQCBQChUAh8CIIVGP6Io4oNQqBQqAQKAQKgUKgEPjpCFRj+tMjoOwvBAqBQqAQKAQKgULgRRCoxvRFHFFqFAKFQCFQCBQChUAh8NMRqMb0p0dA2V8IFAKFQCFQCBQChcCLIFCN6Ys4otQoBAqBQqAQKAQKgULgpyNQjelPj4CyvxAoBAqBQqAQKAQKgRdBoBrTF3FEqVEIFAKFQCFQCBQChcBPR6Aa058eAWV/IVAIFAKFQCFQCBQCL4JANaYv4ohSoxAoBAqBQqAQKAQKgZ+OQDWmnxoB/y7n378up7+fKvTLC/v3/nb59euX/P/n4+vY89/58qZ6/zpdvpDmj8P47+ny6/f58u9xEm7nTDp2v71dzv/dzvImDqzPF4yfr+Drmxxz3eaPP62W/fp1eXv//EzQejo/hz4upx7/Xse2dmsOc238gjF90OWKNdeTp55dx3oP1vuJ+l7fmGbFMps76MhvQT4tyMeC41tgcUcjnp0sV5vyQ4rwLnymubFr9ycQycE7P7Q/QQUv4qvW1Zf3tQf6c6+pQX3FxpQb52lTUo3pNVHy/LPrWO9xs743nnnVmF4TZVt7pgX5WHBsiflp6zcny7MAuzFJn6X2Q+ROc+Mh0o4zfUVfVWN63I9fYMezGtM1NJ90Rr1inq2BuWn1+WfXMb/erO+N/n1sY8rKjbctfuld2Expc2gJkP0tNd17uVwYNPdWQpjjYq6y3dtxKgf1A/5XRyDyg7dCfvW3cTU48K0S/3YGrrk76k2955gtbdrlj4Z7t8therF6H327lv035S3az5NlLRvfOvv1y+u9ROZy8XZdEyczfFe8+x6wzcW8tUtifTyBuTIWWn4RH+Q/niBqDA/c0C80fns/t7cCT5cPzUPFrcXwB3w8Y+hMPFd6D9lDt2P+HPsIr2Qv6+tzctiajjQv3SLiEuLI+HLDLqcT8zVvA9+IGfPXWulqjrNpXA6dxxyNKF4brg2Xua8vJsZSf1jm7WqHbD0nek2xPqU4oLhTLOmcGTGudhzFBJWFvCUdjL+FTnXAXTx2/rB6+Trs9Xax0M8e4ow6JbHPwoXGy6QlxKqf5bxH/0H+SRw5u8a5qPtXr5Z3kO9425qy4ktrDjOtVTz/djm/t4/2/Pno8ar4ECbzWjnkMnad75i/+J6h04hO1g4/N9Nb+TvMQowrXXxVfbFeqs0mx9vWEctRpvRws3iLsmnmgY2pKGiN0WCltUTRVsjoUzcMyMxJ7Ey7fwBzuYizYZ2DFgpTD+I2l/DL4do5C3bYHRpIqlseaCMYHYYbei8xs4q4q21/EKYn+DwUBy4UW4O/4755ucFb92uy6LW+rmR7PfnaFGvlkr9+/IG4aYV9xHS+J8z2JtOuLHn3gqWxksWC6tbiqufLRv5YNcKVYKS56m8ERRZigH6RvaRz04liBO3XGFZdXe6tY7jxhKbM0gdTzATrBjErugqGMh6NSHZDbJjhBdoH88yT7RS9R143OxQDOBiVxtjFmKGe6ncRZmgbL+WDh67OWfpJ7oMdsyHxUZ6DBvh5X4MdRL/yx+CXj/bJHjh5WYwBNYzNB3bd+8vlXq4SzAp9xAZI2hkXaT4upx4Xl8vFYSZn27DLcmyY4n5PwNfgI13v9cbnQJQ14lo30+sGZi7Pt+xAzjRe1kq8GfIbd1zbfEA7Wp72GibxjvbzGOpR8FeTj3uGSj6ubNzwHqhXvq+Z600S0I5xjXV76BFHa7ti/IR8nNTEKCmfubEx9UFM1xLIAVSST0nGQBNo7cAFA4bzyHCXEH2vGGKBsPTExya8OKk7hZNdD3zi59ZzrPbPOl3Hxihn2NwaagxELd5aaJZ6WwxY5lSPoZGMtvzh6bX5Hz7iJHG6J7v2TUFM4AaDFSzMZRMm+ROFHgvAZ8/Qxt2eHRGr2S7DmzGwuuM626xxoXHS8b8lFpLDzfhjHcPDR0CH+0NMCp3k65beQqvNBOMY+E3R3RcLnGMjrmfc7DzoDfp0f2U8EZNWf6Z2tf1nfsrsdQPZqhTooLVtyrvdbNl6qYzWr6PO7vU16ap1l8Y2vlXXPbm5JZuwt3xQdrtx6/nicpR8g2uaX5BvK2Q4B9z+jL7HR7bY56ze0px42zpxe6rpY2Ssy8jxNMuZXwyByPBYbGAWbDXxb/nvubL8ROdrYlie/jm8ev7kcT1qXFIrJ00y7lH70jjpsonK+snyoLWZ3thrdWmH/vDaylJdNO6sXrzqb1Jv9O+NjWkCDDamPngBdC0c/95Pl9OfE//lK4HBwcVGJU0vJjvw4oYXZBHv/sSjv5WjoGZOU+fd6RV1Mywh0Nu8CQDaB/r2sdo25auFNbEbMTO62IulP5i0NQVGP/S/XbeHgpUVr+xesRt5yw6DlWFi9w/ZMYGOHH4sIvHJ4QI4S9IV79meZjdj0QuT2N/12pM/Bj97EXA2uoisgbEtzmMv0OH+JIb7IbOpN/C0Ku+42hkL7JMYe2sBpJc0XPRkh+oZfQOD5tS4IQcuiMnWjTHGidYCZXUPzAyPA7aTXqQPveNBdtM7KsRLa07wNfoAx2rMAf8uZQufXj97zdKmWHzT80XF6yvi3feOp6tKNnvl88f7KSHuce/WeD/K7c18I0T9FGvggftzGzPslQGtwVmp0/A6chwmUSfUveEQbDXxD3xmw4S/se3aGDb74PxkXCEeQV+0H8eieo5fpLN1s5tNdoJPB26jxjDtUu+sxwFburD5IOqL+2P8DD0bT8BrLmW+8tjGFAAmFdjYNkfjt/ePy/n36fLR3sol4/jA22XUAKfva3YGkLz9zvl++ebrKX90rkgxATDd1zRare/CbG7Z0h/tkMWEkTv3ySHWkgabl7nkjacXsNFgBfNmaGRnRSKbMxzGheEl05uxNXaPUeabLd7ZnsGxvcXnC2kj2NqLfJJxwNnwW8fw2At0uD/E8IQu0evwTYXhkfk9mSP9esNvGCwvpAZ9XE5U3/6eLqe/ZFdrhDKeZg4wyKR0WtE3HsiTPGReG7ydPPbfXvvJr7/PF/oMKdv7R2zvT2dJb3MGkP7aHCbYt6e3u+rGUva2zcs8Dno7kDYuRw6sCTMdIv6IWeRHPCzGSJPECy+veGZ+QZ77Giq7I7kRwJrgif0109pmOcNOt0UMdSV5XeoBcQR06F8cC/cc20hn+yHVjOkwZzQWST7Ogz6617zqvj4JtvS5+SDqi3bhWHgEf2zpNxfNKw9rTONbDjbgyXD+Iwm+o6KCfrqctJBnb20lhhAYp7/tMMB1ckovgLjQxsFpCQ0Du0r6ZI9O8V4twDpJrzE4bAAIRubgwe1LvYV3PxRw347x2h+teexPAZqs6QFmfb0lnovrDt4WqxlXK5t5Q0IzD7ieceF570eOq+xzdUsu7TPPrnnY4s3rbk8XE+OoL/Hg9lgwcWR0Ed49RhsmSj98BDrifh/DvF/t3NIbeFqDd13tigWjzy62TMS1iP7oS58a0hPEnh8+rx2GSV0wklEnxhIP6TtjhrKMEskF6fL7fDn3J8Rvl9Mf+BgV8TK5RjiMurjLH4lYntqQzXHY8Y9MSHaP4bDs/RUI1hPBRzl5poOvT4wRYOY5eXq77uNMV60fdFZexfbVzcHIcdy5xszqKbS7bwAZzxE38jnOhf+OxPCy14B6wzpInUL7cUxo+JhWhDwdz4c4ybBvPvxNN3/KjV438t5hJnGEdQN5xbHXl697Lls9eQ0/Z8vsLE2UsJ55XGNKchvw+paKKQQcPAMoAU4PKNrcgIe3Bcx+4B/maa3xV9kmCULBpA3+P5WPOnma+bU6y74tLTwxwHwA2L+clCdinX5Tb9V5PElLscnU3vKH8+Xpnb48XrHRQnOFXNJlyTvaxJj2RnZbtial9UUGQpwze/kQXhREt93GgGKjmLUipvHteTMmg9axTuLb30RF3PbGQohJrwv6qz0xO9SYqs386m1c6S1rPR8CKNsTxp89fmEf54HXCdYnQ/G1Hp7Nhl7IaZOL0x6/tLZhl9ep5apirvtHrcMY3cNbY5Ne1YaJoWa62aS2uBoSP8JA9Jb/pj+MPLzYkE2owjc/MDbgD5K7zgfnr423t1EzHmOOUJx32ZEv6TZ0sevyDRcDs2CTieEWd5hf6htSSuMG150/NE5jjiW8iQ/y9zFuMMP9ZA/ZuT/PTJz4WhnsGngFv6QTqJvkgvhD5hkLqIFYH4M/up9JUOTLcYiYuTgZcTAUFRkZVpE/7kfdaJ4wjH4dcnCEe33uMB1i3r6tAGUHmhBnKC2Or29MI69vN8PJYALt25lYBn1JBKBgdv1lLhSHvl6DQqAQKAQKgXsiwA0cNpr3ZN54fYaMB6h9E8tqTDP49G6gmtIMnZp7OgLyVMXc/bY7bzP3dD1LgUKgECgEvi8CD28aua4ffQL89fGuxvTr+7As+IkI6M0TvC1XTelPDISyuRAoBJ6FwMMaU3iL/yfW9WpMnxXRJbcQKAQKgUKgECgECoFCwCBQjamBoy4KgUKgECgECoFCoBAoBJ6FQDWmz0K+5BYChUAhUAgUAoVAIVAIGASqMTVw1EUhUAgUAoVAIVAIFAKFwLMQeGBjSn85/MX/msz8gckXt2UrwtjW7LvStjbW+gyBh30wfibwleb1w/sP/iqVTzOZ8uNVvqWDsX2hXJ36Gr+T897183XPl9vy/iBmrxSXn5aMuSDG3Xx3ak73crPT/Hk5TT9Noe/bmN5cvKVA/Ji/iPuExlS/JPlbYbqIs9sOqE+rAY8R9IhiyzGKXxLdvmD6MxrGV2oAFjE3dWbDzn4h+pT62MKmrx/RRD6C5zGzZ9T3yfud9r1SXM4A+aT5WxpTOpue9h3Qm/nzSQC+kJhqTGfOuKb4z3h9hXk+uB75FIYK7enyQXK+y1M08usiTu5zQH2F4PkcHQnPt9/wk5eEPV1XY7rpAPnVl5aDm9T3JtjZZB0S+wiehxSYEt8n73faV43p1A9HFp7amB5R9IfQ3tiYup/EMgdES6y/9NOV7SfvzHr8iTR7x+J4m2aGeJ8uH3qnQfw7b1rDn9jT8cG3kmaNWm9EQE6XLVGjTwb5p7zw4wzclJ0v59+k09vlrNi4/WnsTQqQLYKgk8GEOAqe9LRy6AeYOHuZr/mpvFSr/ZNd/+Y7t1PlCWb4VMwRmsthk5nmn8YbtlneY172uDjb/TN5Dusec4O/+mbg7e2yPGz8W4vyK7t/5ABRO7t8jLG/NTfi0wKL2bEbFrQ32ERy/3yYn4sMNLmxvId/orHZ8u/91HII9HN2mafzGoNYN0xdWdSktvcDfuZyr95izsofLSdQrw1/mZ9YnuA1pom/xCX5JmCy8scGZktfdwWG/D5186Dx1Boa6h3WuVZv/1OhsW5oriqF/jSn1iObWz5ORs7TfuWF2BjM0c+kt49BVmKOmc1NPPuG9tORyw+MYdW77+1nncyQPUSP8tUunnMxG+aMbMCM5yGHSVw21xXzA8JKaxnwbWSkB+md+QNt6b72PpnprXqS3ehT9Wdmg5tDndAX3cKJbPVFp+OBj2vExdX47lugyfzXcXV1wwq++9VNjSkfDC7ZB7hqsAacgGbXYxCphewwdXA7ZO1eCkTlLbI0SZhHB1457nvdDNQegKq7le2TUfg1PVuQkZ4SkDRP+5XXQseJPcyfcfL4yvUoeu0amk2DMSSM0Xmh0pGlkUiixz18RfIHX9QGMP3vfDm9/+uLqX96nHWy/YOJX4iB4DgKgpXt/WXjaFsBoR85YXds5+Yi5iAWuh2uaFlp+VXqGy20irmTlXOSWcKP7P34Q7r/u5z/6IEAdUD50hbPW2Vr3WDfAQ68DteojO5V/p430ibjbX8s6pnXcxFziWjBofmPY1BtIGJvl5el6zPMmsDU110ZyMc+d+tA4n92Bthc01zUOIk1yOOytCfFSHmrrFne+zyf5fEEMx93dL07Nyc8mys8Bv7dIMKEm7cWPwZjj4mvzX7d2OExaecjxumucMntYz3h3DN6N75Tfy/1hvxJ8yPaFTBeyV/IzvlgXG+cL8yb/Kn1zunK6yOmd8F/R6KbGlOvhwUrBokNCAEiP1hpzYFiEjDyDoF1K7AmccDS5lBsrIZssQnX9MkVz4ENdo8GB8gJQ8Ak45PpazCQQB2NaksqLWpt/5mfCDnsgy5HJ6y/bJzo2+HX3ZERL4khSEpjt9PVrbEuPtbcluWl44e0uZ0NW9qn2LdNgR6ZuTHTuv2OxFxa3hKnee7JoWBj2PrPMF5cjBgHIohdmd3Pu/P7e7q8/TnJDccCf3nqBbnFMQ7X8C6C5ukME27gDN779Qbr+zD6A/WyN1zdbt29tFmJxqvZ7/cGf0AeEYslZhMZY7qNbsMqsOOJyHPYSWu+nqBdOBbu1h+tMTL+HloQrY0Ty8/zwgaP1zzf4AOSFe3TGDW5me4dutqR4GJ1HxQrvVkjakxRdxdLA3+mNmf4Mcwy24ee81G+b8sutS3DZUvvrfywsilObJ6rLRY7mV3KJr+3xn3sBfvJN+grfVCizT77zubI4HPbmaw23fJ6W2PajMsfgQNIqqFPIrMfmiEz3+7S6JFyBzryNqCSPOYBPFWHva+ka9awLPlGvUwxAfuHvtmeTMkR1B90KP8R24iPb3r7bqOrLZ6dRgdsr70j1qWbX8Fu5mX0atxRfvfzDsm0j5KNnoxis9J5iN0mRp1fCUNdz4rTUovMlrbBFiUXk2gvvF2ixWYpsz2NWNKyXsMufNLBvM065kmGF/HJC+pKzxHjQOVjIT2AgR6Ggx/mDI2H/uhL8SnoHWQDc9bDFmpcvbkxNXj7PEN7ROqw1TapvLqIOaMzX3jerg4ETGS950FYjxJoBvWNFF6HSHF8JvIcOsQ1U4fNDYlIDrnqPgqDzWCMMfGn0gRe4K+wRuJTjLdsaIilexdomjg+vnLeAAAgAElEQVQceUM7gm6gN60PfCf8URcaaxOk9QrrXBsrZua8dnsn0pLpDLNtu1a2bfk69x2ohhjSuJ9LQDPBdim78/qQc4+xJvubTwnDBO/uE9TLqjKukMdE70F839ENjSmBMN6uILVsYMcgsevWEF5TUDdBi7xD0mzysPLDFTvFJi7TLPkKJj3ZeAPMEc/m4KFvtCXo0iZoz+nvx+VEPP6eLqe/dIi0gzfT18y5A8kL6bSibz+YPN0V18sES/gx/d5EIH/8Pl/os3+MB729S7a0ohh47fDfIdsX/EK8Iy3puNfGBKPA29BEH67oTe4lh7ZhfeCCsA9YBruPxr9XYOy3dhDdWONdQTby2pEfxl+ON7IKY6K1WFh/RF6IHY6ZNcZRkOUmyObVARUwcTiEdce/XQYdDVm0zyxfdRF5Dh0E72kdTmLc+sMpxHiPm5Yhx9G1y8AL/MVrJo7auenmQuwyb+cbmtvpn0xT1kXP3HB+uxvpSfNk+Q6fEEaI/xZmeOPg91oZq6shH6lW/lC6mX6zed23jf/wGekR6mFjlMnJ5rpcrm3yx8TEkx5W8d/caBxtxQXE5OA5H5Eut5xXc875ys2NaQ++lrzaEMTEyooFKEVA9iQRZw5eQMfDGIDRiRvyPEt/bfSBxQ2HegeaQgTBMvSNtoA0M6Q9p/f2mUnSg54QdszE3hH4gqG/7v4ynPUtu9aIN19G2uaXQ0/PRmKiSMYJ7qhxzWCGC9mYdP19vpz7E+S3y+nPKABWjuqf3HAwb49ZJtDPzeNsXRC9vzzfjeupj2if06nRTvPJxTrr3eNqQ4/F8ohxIIIckFnSFZ5qAqkfcvz/DbN9v48b9j3yDrItr6XdYe9+vbf9EXkhdtYu8e2oldYGf8V7fZ6hv51dAQO37vnrNeqrc+M12jfWNCf3xcDYF3miDux7PaS16erXLs8Zj9kfIZFEwbzXQ6af6xsw5/yb1VbHuxsY7WNNqEFQf2ped7v65n0DtmPUwq04Q3xnAoimPzxBog3MmJRobvqWjRyzpT+ajtZ2UHxLb9b5fBl/xQB7gffb+8fl/Htg7alSbJeyydbT5Ux/APqf3NzQO4Y9NlrMjvPfScSYdEvZ5RSfjPgOczc0pu1Or9+NE0hvARi8W++JTYoz6PhWo090LViDZoAcA3DuWN3v+W+gx/olgbTDoaTLsBt4QBAPfaMtM804OPpB2/AxRYl4gWwtYMxQ6I0PUJC3V/2T8Dj0tu4ML5AndoHeh5qiZrPq2fTudmrxbrhQY//W+ccYG4mN4GyMFSuWMeKM7VK9iEXAwvkrfC5uQ66zDe9oLaYuN42+hPvQWSXa/UfulqNNlAs9d0l2iNkoX/UYr7P4JXm638rmv+Dva/ueLnm7b9dbLLB8nT/4EFEbhH7UB7rGOCU6shPqygDJjVaYtSdaIRYc3+AvFGHx1ppnMMN65PJDOSk2PWd1YfmKfhdCi1n7nGiX7+zC3GnvuIzcj3Z1m1SnBW5szyrvUTbmBvEOfH1+om7uKZnqNnsNvG3MhTjjbzwYuHl8UzHNtoBXatvgLbzEtnRvKqxNBrssZpv+YDaYY9D801rgD3rTmqlnmaLNZxgTTIa+HOefsX8qu+mrslPcI/+eY0wPdji1NSc1p/feCDs2V1/e1JheLbU2FgKFQCFQCDwfgV0H64PV5MPXN0kPllnsXxABaqQqDl7QMZ+uUjWmnw55CSwECoFC4EUQeGpjqk90qhl5kWh4qhr0RHY8tX6qKiX8yQhUY/pkB5T4QqAQKASehsBTG9OnWV2CXwgBbkjpIxf6tvQL6VaqPAeBakyfg3tJLQQKgUKgECgECoFCoBBwCFRj6gCpy0KgECgECoFCoBAoBAqB5yBQjelzcC+phUAhUAgUAoVAIVAIFAIOgWpMHSB1WQgUAoVAIVAIFAKFQCHwHAS+dWOq38XVv7vrORi/qNTZdxy+nrrqR/5OtfBdcJ+gr37v4FT24jvwPkG94yL0r6Ht9/0d53OHHRvfp3cHCd+cxdfJ47kjMB7hO2/nG77with6tzOp/njtC8RCi+/6467dvqrGdDdUQPjMw/RuheiKA+1usgHLA8PwRckH9t5EutGYsl5fsuhQwXzyV/U8M5duCopX2XxFHt9V9dvl/6yvCfrajemuL9m/a3x9B2bVmB714rduTI+CsZv+mYfp3ZrDKw6Uu8nejbQhfFpjarSIF1+3WFdjGr351WauyOO7mnir/Fv339WYT2BWjekngFwivjgCVzem+WHsi0y7U2g/C2d+aqs3d0BjnjoJr/6TWNO3UTMPAM/kiRA1OKQL36k33exbK052//k/5Dt+Qsz8pKM2b/qUjfh33T0+7Wdd+7rYwg1Y04vsZ92QH6zZnwpzeju++pvPHVPlnUGIc3tke5ogGxlmY4etiQWhnzembq+TneLZVXCYdV8LAcaIiV+3P66JTjausrnOKA4olrqv8ckm8Wk/a8k/aUi/w4xvy5NNRI+4ZD8/R+vId6iAdof4dhjJT/Yhf5SbvDVr7CK9ce/QIY7E7g+MNR8nhrezbZmbJG0dC6s4orXrakq0Mp0xdrWawISiM/8+eY8Vj6f1R/i+SMPbYrayy8bIqIcxF1KL2qToZvNElog/8ULcDR3GAdne817ihH8iO82PlT6Kp6chngMb1KnXaN2yjDNnr9rg41h5Ja9e9vBn1J1pOy7+5zWHPYkYMxVkaqwhb7UlWzPcJhcmDl3dWPHmNYp5wZZrpsPTxiraTZjRNez19cjpNWLQ+ZLNsnMGN8SKaYe/hn6gm8ZRh4t4w/pGverbvuDg6sY0BLwDWov8KFLWYfK74XiY2nV2VHekOHDw2ou0d6Ts02BRfnwNgZzbBjJ7IsCcDnsQt8OBaTWYRiAquZcluvmDRanXv/e9xsxjGHUBKfkwJIqSWd9pA6z4KtX8VfZv0XuslN/HH8TL6bLyFbUi729woCnH+ErYWv1Ezmgc9WBWX7ff6u4xrIcC6hrl9BkTN35vk028W7xRsRw6im+xobSxoVKIz9BXZxkTnw+9WDt8L95OH2eO3tu14R/VSV6b3V0XJ8vzZmwA72VubsRCymtgJ3k7YiTFEGPBGrZx9XE54V6jy7avR1wkYjYw27JL6/w4rBMZ2RTL1ZzB1+EvjlloOC2mLq5aUyI52uJkmh+ZQmMux4t4Nn8b/DU3RyxoTvYbLoMx6N0wOIRdJrvnqsQC8mPMNHaMHqr3wHsgMB/l2BA92MXb5drWzDlfwQwwNKQbvHss6X5Lb+Om5bmrIaNWuppCdil+pJPDn2MU11mXiKnxQ7dNc3fUDcOPZHXf0iayS23cqFddxtccXN2YsoOaQ0awAnDkIAOqA7IFEyaR5eOcG5y0B3DQB8hDkLhg4vUeuLBRh45ep/mVA3cEjy3cG4UjJLfhLBdTHMjWBWZhX9QlkWanAg9Z9onPsxNay3CxPyEMfktoaGrE0eWiN0AYZ7ht09eN2PBEBu2uNS3ALk7mPAxDviC9LE/0F8Q14Dz4I23jDXRDGvDpkzSHT+RowfKzfnA8yOZF3g8dm0CHUVcjHThZ7sZijZkeKrPc9AcWKiD2W3/YOLOYaNyNfOR1n58o4tAYcbC+YTbka5BFmNsDbgjbwmzLLh8bg/PeURZvsjfoDbHCerk44zOJ5wAfiPsQexMVByaAbZe9HQuxyQI+WuPfz5e3kGcThfo08mmTYF/mC/TfsEsZJvx0afI6w3DtjwmzPp1jqsubvNk3tmYNPbP4QrtxLBIRM9VhvEJs0WSPi7HX1wlayXmK7PGkv9UojWvjW+JiZTNPyHPR4Hv8e31jSg7RIvDn1O4qCLhWjLk44p1wG+vdhXOogbMFWngapQ4zxKsL60ilDEGS6MJFsb0lEQItoVfeozj2GRhsJAHzxYMTtuowBGtb2MIs7Iu6qIjpa+AhlAFPmp7QZrwZa42LjKDNpXJUlr59lPmMdNH1JIaWvm6yR6HzCgqOIUaYDDGG3PAskmvUqeveDzKIa8B56IhyG3PGYDRKMgt8ug7ZnOOH8U980XeItWJOr+EmtglEXl2H2SDqxjHRfLrGbF9MIo/hU2d/U2/gnRw8iV0575mtdh73SjxonUh0C7KFRuMIb9IiX6nTShNybsJb6a3We67Ip7ap0F2Ir87pa9CLFnouQJz0OXsjoXzSV43p/86XE51t7/+kAeE4S/D2N8MgM/IXe8UXPh8jtZ1JZBtZcR1x2vK1lZVfzXyCcvpOo1ufTQbzGCDiTd4hJlEExEKfRpxwLAReXsRNc4+1449RSfwTL1zrAnMb3A3/oG6jgF+0BXUb9Qr2Yw1Ozr4g80Umrm9MuXs/XT7+ntpnq04X/uyXGh9AdRavgmm15tisL6Mjid4Hnr/rsTwlaYzTV/ot7d5Kglxfo8+M/0onYhD2RV2MnOwi8BAixlP93vZlcxlLmgv+mBCmdGy3PdhmxZPYciI7XYe4xNdtcc5TcDTxMRgO2wg7bOCAJhvO5RE1xAn4ZOxJfAt0Qx7w6ZOCgW00/NzgTzINbSqnM7dPs2l6K27HVmt3m8eYGPabTeNiQ7dBSCOxWfya+djOoR7MZ2kX8rZSsyvmrTf8TED79QAcvuh7V3a6fNnCbNuuRH5XZM/Ax9bYs9KN9XJ5POYAH8BixW9IbTH5+3z5eH+7nP7+u5z/nC//iA/nr/W77HNzINPw5YthL+kze5Id99FMgrWRFdfRf7vtz4WL9uEjTUI8sB+bs7mxiqOot1mlj1tNfb1VQwbegyfORdmIGY+nuSccOz3lltNTZXYaneDXKNssG9/SCsS1IdS18ZGAsPzFJm5uTM/vp8v5P2ku6O5yHL7i/NmBvT6QxGGD17Wo5o4MQbI8REQXawcGttMtBBOuO15EC0+TiHKzWLGueihF3lPM3D6WM3lSgVzN2PHoazyPDcoCn74JBmE/rMEw+I3WvE4NU+uvwYR5TIqHFv5s77yoO58OUW0kMfg2uZMO5DrBdmR+JgKIa4i3oaPoNBpG8Ue0C/io3CQGU8xY7ltSiGeyRIDlJbT4tjOokQydvj5ulphlN2eJiD5l/cp64wHFssYTL17HGw/Wbax3tjywvO1avLKYtRoxbUy3eAvmPTY2MNtjF9cStD2asJhx+gDliGeY1KH3fbuRELsgTjhOz5d/La5jDihDeCXev8+Xc/vs+seft8vpz/hozVYsxIcAwNvoKb6a1mzc1sYG64bBaNqc79m3490K1qvHTcJ8x5SPxb5l6Y9ONR0ETJFyizevz3ItnqnWBsGs54N7UGJpfe41JUl+v5FBxceY+YQcibLHjlaves1psTL1n/O9YfT1Lm5oTBtQesi34LGJL0VH30Ki1x4AG8GkTQLutbwXYGtC4mNscGgIEqOLBgB8DCEElAaN0kADAYUw1bDhxHa1YPaFiYsP6N4xawxZ/76OCRl1R8xwH82THM871RkmkYdpKNAu/ktYOgoO/Of2+2KLccBj8InBiw+Ucedo9SV/rfGyvojxS7IRU41TO2ftZv00T+zS+irEseq+dfCu40AOKI1dfYUY1uY0jTFVWbDJ7Y64jThD3Ugm0apdynv2uuLb9kwx22pMUa+GCcQYcbexZPHiNaS/pqbMzG7NjObA2/s5PDHVtRifEbPgswVma7tUYSsj8Fey9FX2jvgYRJQ3S16uZgxa4tn8A/V4k18X3exRfzZ8UMdVLOxvTEmgYndNDrh3KYkdYpKdLwtfd/OXA5cnipGXHerkkikvWkyd79Euz9vkWi7HnBGm3og9wbfdLvWP1ASbe0OW8Pc+dFhpPe28o+zBUUaot3zzhtadhHfn67l8vesbGtOvZ2xpXAg8A4H9B+K9tNsueLdLgsP/dmY7OTxD5k7ViqwQKAQKgULgLghUY3oXGItJITBBgJ9Q+DvpCe3dph/fmPKd/KffoVdjercQKUaFQCFQCLwoAtWYvqhjSq0vjkB/y0zfevlMex7XmPa3lq75aMLNEFRjejOExaAQKAQKgRdHoBrTF3dQqVcIFAKFQCFQCBQChcBPQaAa05/i6bKzECgECoFCoBAoBAqBF0egGtMXd1CpVwgUAoVAIVAIFAKFwE9BoBrTn+LpsrMQKAQKgUKgECgECoEXR+CJjSn9IUP+HYqfjhn9ocreP+Y4QnutIfqdbZ/+V8/XKry174V8vaVqrd+MQP8DKf99gzdzPshgx/cbHuRY5J+IgPleyyfVQqOD+f5LAsJ9l+STdPxElzxX1EPPxXZG7e0DnovEt5f+xMZUsb32L23v+JfHR5rNI7Rq4tHXhybgUWXuSX+tr++pQ/H6LAQ+//tbnWUv1pg+HQ8Hz1e55ObwGU0fx8/8WzVYr7s2MnKmjR8KIA9lc1/Fc3fWc3Uu3pzr1Zge89Yd+69EcDWmBMqRZvMIbQL4z56qxvQn+f/pjdjNh9V9vfV0PO5rzqdxe1pjulHr7+/PrAnN5j4N+q8j6MVy/esAd62mL9yYamLi2x34017j59b057yyn6mcNStieP+pPbgzJbl9vn8cwP2EGRWVvhbvelFnpgP+S1e1YvXx/tb54x1uKKIhYZxd7u0htA35kk7Em+aQxuLteIenDO2uUHHxNhvMHJ5LUGTRY2p1I5qZr/U3iNWv3l/OLoNZ5KlxyVrp4cJ+aPwNLo63WVOdVa9f+z/yIZAsf8bS58fuj5Poz2OiribOyCbCEP3tvuTf+Brxpj2ny7nF99v7x+X8m+xXmh28m+3GD22OXqZxwjpleuIc2pTEqLGL9Ma9oEQ6tLyNP4jvnw+ju8/PlGVib69L6L/+05QSa4N3w/u91bM/Hz3/Jb92+ANjn3If5fa4AdtdXbD+0jhgT3JskB6jJuk66eX9k83NUBvzLB917kugs7FL5m398XNur7OZraMcSOZF/HW2dNXTQcYzzg2sMS/FByNuVIDs71iY/FBfEa3HJ5sTXnn8DjlDP+Sv+lz3Onj6mHJ+1LOt16tteSa+szgzmHn5W/wdZiaeSPf2s7KqN65v1pwV7x3+MHZZXxEms14DfdFj4c4f27rpiWlXsDmTHdyBFWBGomSBT06leQsKzf57P13O/6nTPS+m6EVRqforF1vgyQ6AAyq77np3LvlAnakB7GSFItoLv7AL67kULvQDO9gLAWDxboeD6pW8BUT+8jyH+NwPY309Yl02m4BchrfD8+LrbpfXI/I0dqq/VDfnL47hzjvGmeHlRW9d/3e+nN7HzZi38xbeARMTZ2KHbSbB9w4DfsdA8dEGiTBp2GnjIbHjefu4G6Ck9mW51/OffPnr0g9Rqg50Ezr1j6P3dhlMhl75yPu+2amyNY7MNdSUnKmZTfFgCi8b7Wp6UH1ie8SPw/9tvWPoMUNeJEyuex1oPEesOPplDKvsEVvoLx/v8jvuUJcNOvOLYaul+fiD+Fu9UQ/eZeLO493saL7lvdoowKtgJnLwQJbxcbusNXTl9YpzHlO+brmb4yQ8Oad8fhhMfNxcLuKvgbHF1OvaMITzydJHa6+ZIZ49dpHBoVzHjWOc40f+vt636z5GY0kxdpj6muP8t+a94Q/Hy54B4+GBYu3jTmMVa/VA8vbR7Y0pNnQYHDTGNX1yoIW9677P8TFoBPgMGKJVQEUM0uK4KUEB4HTt6vlBoBV+Ki/oiZgoBr0J8MzHdZaAa96EowZ44+N05UIxtVOSRO0YmuwZyd7MF3Z35utsr/UR2+1t64wjT4MdJzcWFuRNe2/BrCuxb+BiYe2PNct1LKCNwgfpaWz9jPSAJ8TPwBRpm45Ah1qPPTore61sORB1DvUMN60bNSXIc3irFukrx4mLBdwfbAScUoZxMuinJEu7AG/QZ+AE68oPdGU6n/OwLs1HvBlQfyjL/go66OE0bhz8x6IsRkPnzm3XYO8+g6/R08aYP4RZCUdPcyl2XeM8lvvyVQPhGZtebcYIT+sr9QHXXvIrNNfiw+EDssf61cWOw8DSEx+XHxhH+odgeL6b9asACZuMj3HV6Y5Le8d5nAnmFre9HCOdlTF8o5RmPeDn/KWb2qvZu+EPorU2Wd6WV7xJMXHn9LjH5c2NqTUOVCJQ4W6zjzFwmTw6h6c50ORtrXyvBRIkw9tKdr80Tsm+EADIzY0TWkyWbYe2O9OGzQw/5KkaLHlneJEMcyiJ7YpnaCQND1eEVInslfdh85cR0Vzm62wu+ojwUL0tZnG/wS7xV9fO2Dv4H8KsM8sGFm/RH3G168EfGcs2t4yFVpSQH9IjloopvQo94AnYDUyjb9KDvj3ttL5K9no69knDiORjvaDrRU0ZOjaQkNcCS14CWzsp7g/rgFPfsB4E/ZR8aRdgBvoMf8K64ScYDjpddM0j8AQKGAp/i7vGcCIbdtJw2Ey0e2qEY6ANIsaBkiS4jXhD3chXqrOzX3klODB2pn4qMb0K/yEP164dZzxxLos5sJNsYH0/Lqc/p8uJMRu2ky+sH+V61AngxfaBvxifZH/HB/dea//2vhFPjjbxn6PYvExzhXYZ2yGONjn6vQ2/HsvRnybmQs3BWNjivfbHViwELAK+a/57oFnRPLYx7UG7UiE6J7zdlBanOTDT4GU1kn0hABb6BlrLb9uhyJts17thnMeCPuaXvEPgjH3pqCXbKEqWimVhMbfL7irzoSPhy4xOMLB6ZHPKT9bGgRB5Gv8HfykfTewDhWYDM+As1tJBgDmw8tFB3stY2NGYDvyC1uOtK8BuYGrjnXcDHXIbe3RW9lrZfm7wp/0mLiZylHuQt8JbN+kr8fbxjnNBdow7ZTV7DfopYeCtC/Q68MC3Vof/YV23AT+mwxjUWqpzGxiRzvMYTmSrDvqqupAclalrO1+HrbAhyRePb99HOvRmoDWmK183MRl2QwOx3cbyWL1ulPHEuawu4hyNT5ePvyd+GsYfdQDcPT6Zjh0z2Md0jPeqVu6IhUzgwbmpDZv6bQvqti9ImcbHzpRefIMxYmXQOjT/mpsaq5o7nT9ivMUbaTuDPpji2CisntlZuebfBV05eFxj6j/LNFUwOkcb034ocdDhZ82EGYFrCo7KIIc6h+sSvZp9yntv0fTBwrJGwrJDOy8JnnDgdWXEuRi4upQFzjpYhFeKhzI1r6Jbx9isTYq3p4FrxrTbDQtmmPm6+QP2WgwNg35QD8ysHbwXm33vL8PuzpgZ3i7OWoMxjwVrh2MVLi1GsnfwjkXDxM4yP8BHgN2IR89bZA9/DFXHnjEn/hn5kj5tZblvSSMzl0US1pgMHfKR5y12drsAC9kPOOUMw6zVD5e9bFwDvOHwHf6Edd7meLX6NvJc1vs18ESpOua81oMyxLCXrbvwteH4+83eZCDJxnjYCoSsNxzqHNP+Jl989Bae1DqMml3d103M3F9E0OyCz5CDdn19dQ5Z+hlPK8fXWasj2UV/uCh/n0Fr9OS0nwmMEWAWFZCng7/PF/rj3h4jTCd6dF5hr6zbPYGov5u5RRd3ykxWU9pK8jGHGZd8Po0zT8oYQv3y6+Y6yzXsWSQ++9/S+Fx1NYf1603xFu8Nf2zEQsAiqRO2NhjDb754YGNKugl4+PZBD0gGxr81MJJGnKDr7a+Ee4FUuy1/U1gCfwwm3Nf+Kg4aI+Wevi750o6WwPyW49vl/Pd8eevBhGv+sT7tRb3U9lFst4Ml8h+YRN5jTRvRIfNYQRWkOFDhrda9vmbLzdtM6KtoUyiO6JP2V8vdNlpb+jby73sTf4w1sXn5bys0Gv+nd4yFDX8sGdMi6p3HWcefqOkvjDF/EDP2mWJOerU8BOzGgYByJV4sJtEush9pbG6PnB8mCw/c49cUU3oddqJuxJf4qF2Dw3zkdPd4mTgi2kz3OXfrMzygaI+T3e0Sm9hGOByGP9HmzB/6tGPktsEVeKaaL2MYdEs3y6T4e8sPdBTZ/+XbIIbe7PM/g8bUm9+/Lmf+w5ixTvyY5vevy/gTRFXU4Y2+biSst/G57qVXsd1gics9P4/ESMYzzhm7TXwLba93zXdGx2neD+WFf+avxh9q/OAtayMXBz8zavLHPrM6uXC+avIDD2PbXtyjTRJnH6KL4UmxuJevbLe1zvcx0S6DX5BtfbLmvcMfC/7MG3MirRNW/+CPiTf3TFMW13+FQCFQCOxEYEfB28lpTkYF79gBMOf13Vc+wx+IoW38fDOZXf97pyb8+L6M19E5arLe3m+RjbbX+GYEWrNsGrCbmX5VBht1jhrH6Y3RV7V5n97VmO7DqagKgUKAEXh8I8RPbPBuvZBfIDDzxy3N2B33/vfr8vbr1+X83x15uier02b1rzxt/dhLf5hu4ZZacghInNp3OBzJj7usxnTm8mpMZ8jUfCFQCCQIzBqhhPTg1P/tXVty47gOzRpT1RvqylaSpaQXMh93Gb4FkCAPHiQly2+jq2YkkSBwcACSsOxI7SvKN71LsJ0uXeTRV95f/3TbsFjbXXydqbcWpKUQOVPHuVhrQUq2b1sQb49gSiYD5ec7k2+G8o5pJkkykAwkA8nAczBw40Lv3AIxx9XfzT5HViXKZOBRGKAVLv8lA8lAMpAMPA0DWZje/Y7w1Yvup0nGBJoMXJyBLEwvTmkqTAaSgWTgmgxkYfr6hemlYnzNPEzdycB1GMjC9Dq8ptZkIBlIBq7EwKWKltTzfgXulVIy1SYDF2TgioXp4i/OLujEM6lSzx4L/vK4/QGIefbjvX10zzW7N6Bmn/IMn2XZOvLkIRko8eJnBd7pkVBlji3+6KA9q1HLyfw9+rgbwnD+c/9etKCkP1riZ44e9++ej6h6v2L3eLxizh5yAUtQN2DgcGE6XmCPF6Zj3ddn5tq2V4Xete3vZXCFd6++y8lnYXo5Lm+p6fj6cC5amlvjB2XP8+kRC1P6YFYK/Xo0zwxdFWncjzouVBzGxcakiDmjMB09kWDl825swW9K1QsADOeX0H9rHVvIsFMAACAASURBVGVe6Fy63qO2JnkQcD3n4tyVIMc9KgNZmA4ic+3CcFXoXdv+wO1h8wrvcODVO+aFxNXNp4EzGbhfYToFHL7hZDrirM5j81tv6uUbg95mr6dF2tWf9dlxzYuLj9PpiQpT/jCAxei/B3xk184CjwtT8MleL+O309719J01JS80aGu+X8jci6ohFs/6J3cO1Cd1+tTdvp6uGw+/krN+CrPPJzSvxJKvx9a6F5BJ79/f8hrGeifAfm3Gk67dJehf1x22La9/DHQj6lWhd97G1R9iXOKCrzDzhYC3MR4veJE3iRf65c5HG715RhvqtXezBCfGpts2hWl9swi+MQPH9ffJF6Rz3SRT9Lc8tznsHK4Nxj8REx7LtdatcrTxBjLG9swvsTc8mrmnbJPX6hWxfX4M9ZkOjS36qQX5Fek1OWh8XsZj5pfkBs9NnBsAnsdHfRCHEHd97Wub91aH8evQT3X05mcL0ZLTXWZWmHKcoRg5p1jgIk38Rl1UaP79OOEdWfsWJuzjObbxbq3Oz36XT/SLzyhnn/V67h1P1r3Aaf3CO4/E1y8859X9fKF+WJA1R3yi2IhfLU5VD+pXfpGtjQWjywXzQcHenbZYpB85V8+RNX6pvtPHSeE2/BJnKE82kJfGx8BXG49IF8r0/cW+rlvWrD6/Vrbjflhz8tQxcHZhKppKgvg3EfcNRBbosrD3gP+evloRK8EX2aJ9rFusD46yOYl+s9nwpgkbXtlEL2T7v+/T10/nw9oSxNwu+KQRjuf4PtfpCwFto26cA0yFo/67uJFf4EI99Xa5g2JSY2B1FVs9HoSTF+mKTctDXtXCo+eYzys9FgqwUHfpt0Wb9zFoaYWl7mP7bKvw3XWDHzSkFVGyEJr+RU5rq/ZqEJMqZjnia/VObqtPX2+TjzH87+fr9P2f6LMcreIR6xRt7RjEpmDuBY4UBf2Dtowe2FjEg3MY5paee6J761FvirYwtZu4LSDURinFAhaUg81djasy5AcWPgqL1V2vm3x0bQqSyCa2STGEbXQuRYYUL3wNuks8Oo+kR2StLnu9lDV+WdvEEeWX8KA4O33wb+axcEL7LpamMHX9O2OJr44tOao5wuLe2pLCUnhUHFecza+Ao9ZXi1TRQ/7bnLbYkCN3/t/H6QteS2vjwTgpJnUOqP4FbmdrM99b5/p7yl25MJVNtZBbkqkXbZpyv+DP5fVodQVFT7UMd2fIjr2DUzZALGjOtq2ASIHRiyzp5o0QNippl+M59ucFwYJfs7EKDjk6vMHmLrL6SNzWPIAxXd86HsSFFLGsG/TIB6Cvn29+9SHGkGRprG7TPMx118IVPsRo32ZXZKfGHfKxxZV8MHo7J5I3Gnsbu8GvGTLhrBfFKL2OB0r782i8lyoY9PoQSSlO5E6u4a2PK7Zjv7pUKfr9nGSJxTwY4Z7mmcrXggNjCcg2nvZiQTbtVkjznVjdbwuIaDOVYgkLpkhu1Vb8qvap+IBiULBKAeKKykB+Zc/pqIWB89kUcOSvFIZsY4ftVWFackHHAAsrPCfbirNahGFRhhys/OJ+69vGYolwYB7Z2FmuLRbql+LOckqy1ierb+bnijMcuzw3ucB+Y55C/17cS9stFhun+puK0ew59K9MqqjYpE1CbzxW1k2EhfxmoFAIlDGIBc9F4yUL06JLTXApUMScfN1/4cKU1COneoP2fmM8uAAYbvj1a0rEG2y24J46JTtUHNLdsK+/5Y4Y2Sv4PK7TSccDcSrFfEHjZUG1xUYUC5LteTnXTQa0Dl3kejS9hcYVO79/i9+/WFByASS44SgcT/nVmHqudb86jsEZ6xe7yNs6HgONpZn1bsER2ekFefcJfx5EJrTvLh5DvwD1jNuzClONqWOvPAT21nkHeN2pL3rwTpYtEGwBMds8CRfhl+JxJst99c5X9xkKkKDYwwLDFSaB/Mq+07GlMK2FB2LmcyxOWgGhuSY8ZNMWWYiT+W9rksyxzilyQONKLoAdgw8LaBdLKKIEg8SQfJrhFHk58ji4c862oMi1XFsstl/00hExIe8tb43PLANYlpxN4kX2o5gIr45/0LXEDbLo7/rcTepsAAbuVphyIaQKNr9RlYSJil7wIDpdFqb6TpTcQcJN7lzbnMhY4AWbEkG2d4KsG+fa73pKwdaL0wW/jrOuKcQ78EuPKlelCP09ff/5Ov3WnzqQf4XvghO5t/GYc9HHO+5NgRthm+s2I9hnwW36gsvi4+/pi/Lh39fp618vVk8Lvqd39Tb4FcAZNum52PnsA6K23qvPSPbcwrTY6Tm7mCeLeGi/AOUsdw8UpjqH5/Z25R2oKqdQxNQ7bG2Dp43SFHi2gFhtmlQEKH2jzbcWEyhb/Kr4DA6yiwWGK2QC+RVWp6NidT5jAYfnI98m7eSjvZuIOEeYRAY5oDbFmbFri8OpX2Ys6SZbW4tT9guKQRkvH1KsXxaL7Rd/Vz6KHcRpde/hDO2KbRUvE/8Z/7M+a2fftZvU2QAMHC5MefHHQqwp9xtUCXIpNO04nhRmQ7MyTfXqxG36GgvbAsyRnahtZZb6Wbfc9Wp3d/COVNHC+puc14xc+d4tLeUuTt/ky6YvmyfbV3+A4YsCtOLwzjZ3HFiL8M+f7/qbYirUvk5f8vW+cDaJx5wL9KveuQJei5+ef4E41y1SckRb0jY+km76iQH/5pj4ojun7cPYnO95YVoLtqZrjGFTjynGCDf+dII5hPisdNrxsTz5bwtYw28tPP3vPEWjkZdmORq/pHnK7WhMGxzhXsVD4/Rzrypn2/YOcTMMJ/PClAqE2SY/3UCpONx6x7Ru8FK4cEGMhVBQaGKBwXkihVDVpQqIoNCy2JUOkLeFzckUI8SR+toZxlob7rrqQo7JdynQ2TbcabTjkQPqIx+ULsRS4yF391g33NklXRQv6be2bC7Yfry2XFpbSlfFhRxSv3CAevl8kVfkRxsruSC5YT58Cb9DzpA/uVsLujj2wNkW/luOG93Oz839MJ3z1DFwuDC1X631TcQv4CUB5A5oWazltj4XLm6jMl+RQcHhPMEGWuDVRhpjEdv2L7WLqjNty2ZaF4zy20cpjIxO+bqn+aU5EXy9uEQn7Xmgu+mtsrLxkd2/v3VBlHiQjLUvuIM7VzsKU747CL/r5QXQFFWlTb726nYZ1fRh5AWzFNzdh65DCgHhE3ND56Tl1PJBGwjyZeX1dbErxVeNj8tL8bkcmx8b+J35pZGYK8wDzkHB2OVm8ehS4zM9njadKutsk9/dvvbp6/T982me9KH5UvFwurtesq51i56eJ4yQdZg26nC6Ne5QP8Yax9cnhijsaMPOWwaG//OFacttntu6XzbySEY2aezbswmrOP/5OH1jkbUoTGlTl8KK12DKeeQMXR6e6zkqnHKsmcfKhSlMybb1fWuhw8WIFE9tDV9wbopJ5LisQXW8FHyiN/iQgLi//33wb+ulMMU+jikUZKsiSsWy2he9zuc/H6ffH13ck+1WXEYFWuCb6Lc5+m10y4ce8UlxFtnCNhMr+kOoz62FKemZ4F5xOu4fJnR2nAprSUQykAwkA8nA0zCgi6Dx5ndtuachbAfQa3OW+u+Xr4/E/Y6UfENRilT+SwaSgWQgGUgGrsjAIxUFiSWLw3vnwBWn2guozsL0BYKYLiQDyUAycB0G7r2Bp/0sIl8xB64zW19FaxamrxLJ9CMZSAaSAcXAK27o6VMWqq+QA2qi5oVhIChMrxF0YzUvk4FkIBlIBgYMXGMNTp1Z0GUOPE4ODKZ+NjMDlKnmXybvbZPX0J+XyUAy8IQM5Lp523Uz+U6+nzkHnnCJuyFkiqz598zBTuyXWaxMSuRlMvA0DOQacJk1IHlMHjMHrpcD5y6o14rJuXiuM468NP/2O87PooPntF0vmPuxzbDIc9vwmXIz+Uv2PRxnwTMHL+nvTBc/w27D8/Yux5lJ+dWlPJt2+XzJlSLdL/lHz+aT5y9qieteyXM92zNGlbky1/pzJv1DwC8Xj53zWp5LuCFnZnmXfTt5x2dD7jiXZ1ROn3G5Q1/G7TZxuyrPwXNlr2rvTvlFz3ZdPh/3IdYztfjf/YIy3Pzbn/R326BmybYh8aUwuHhhuqHIezjONmA+tHBM4nH7wnRnjl954dj1sOhZzu/sWxUMPD8mxd+1cnjJx5XjcSjPd8bgFWytHqy+yrNH5WDl16Pifgpck/3g4fAfwJqFqSkvN15epDB9uESizeFAMh3259pF3jU2v2tjnsRja2F6OC7X4O0COpeF2AVsnMPdvTbmR+XjHA7fYcy98uTa3L6qX9fmbZP+yX6wafwt18QDWDcVprf0ZWhrY8V4I7FDhal8EpbXhNmEojsqvzWoLANf90cBs210zeOC1+yRLb5jI69uA92qXfrx1W6ICV5NhvgjHe3OKhVxoLd9RWX0okz46rXgbtSMM8LHd7HANtlYflVQX7/XcEJykj32qxam/Jq5qh/1kpwdH7Uhh3JOcsiFnAufUpiib2hrlWdkR9mAXBAM4ZF8/ttfTSiv98P3dSMm5KPpM7kQyaywDQsxoxs5IfuKlyA+av6YPEdMEofmU80PkrE2nd0gh52M1TPwy/ojeYLv417Fw+pA/NRH8UEd2G/9d9cGt+KN+ijvcA0AbiTGiE/ZxnE0X2Asfshucdua4zWWaJd4RdurvhFnyGOLlVmPGl5ZZ2DtWcWD8tfhRF7MvLdzb+aXiy3g2uLXubrZ7izWFcds7pIO5BXXqyln1S7tRW38zjxSuMxY0jna79lvM38oZ2RfnMVD+hrmM+aHjddWu8om7GM4961u7CO+MC9Fn9jHXEO5xtdfvc5bGdGH8w/tC3fr440qzo1mDhWm4iwHxiwY1CekSRDoWhYaHhMktpDKAQOdNsDUb4MkePgIk1C1wwKECz7KKNtVj+AmuS/AJe/RFR9Zj2xSaMucn8OZtcWLBGIxNqxPEV8UE+ZcFg3RV6/FL8UJ2TH9aCs8n8RDJrbgi3KDdI44W+bCiJfqA8WW/asLZeMExo1sRLLoP/WLX9iO50PdEouI7wmfM67QLp07/FUvLnRyLrkgOkbxkHhaeRm3mj8jPmQ8HUMZm5P1WtYUwSXx4GuzBqENdV55EV0u/6utttkaecLLPNaYWtsUB7XGYN5ATMS+lVdYIW+pXfwO43EBzmgdQuwRFpdngGsUD6uX/YA5YfcExUnlLPTZ8BPhpTZrv8ktOGtyAzsKZ52DwoHYVR9MjB4aj/Joz2JWnF0gjyT/BCfiIFwt/6tfLS/MfBjtvegLntP8wVgqDld+mXjZuYd2wvNZLv33cfr66T8Ns7oxR2dxm61nLReMH7ymyHyoGBvfJmdCv5TMxorxRmJXL0wxkS35FKjWT6QLyTWpMRF5I4BNhIMC1474WTJJQAYyKunrAoUT0NpSfpBu8mWGTRZl8Fd0Wl3ImUpE0bGwI3ppwogPbfFC/wPMCgvKjgoD4TU6mvGCi45q8aSxA1knV+0scyHCQ23gM/Ks/AYbwh9iJ9movfm1IT5oG3Xbc4WrcjRaiJirDXcklE7DE/WN9Df/Bjk8Gzf1a2NuRZzhJiA2UM7lzyDPZCweaayNc5tHkku4npnChnCoNQFsMy6bJ5CbMh+QU/QLcUbnszhegjPFg8khwRPl2SoeVq+SJ/4MZ65/kb+CbXS09kVuxZnIRcdlrCnuk3kbjgfOLeYVJ3vyyPqjdAcfclE3nrMeyH+rd8u10ld1jeYHyWIf6Y/ycWh3D1YjK7lC9uz6gfaUPxJPXANqG+Kmc/RLbKHe7ec3qjg3mrlrYYrBUMlTg8t3GOD2uVrY68IvMhggDoZJkDBAAxkKcCuSq0wroAdfp2M/Fjyh3agYCxKPxiJHvBDAorUrESnJqYigT3g0UelTHvkmi/tiEhAWsic806RQHxxkMo2OA65Jr13gZCO2+p0c2OKY1VwRjCPuWzv4jDzj5BdZ7Jc2Pla/JA8RM41peQRY1XgTY+zj8Zj/pvDhPJN+iSPYwfGjRTHyVTDYhU/a5RjGI5gvIi9HxCW84fyh/hFe1GFlMD8jOYd3kpMyXo4RZsLecg1yScbgceaTw0UxRH07cKJNPl/E4xKcRTosjijPnN/GT6tXyRM/kvt4xA9KKBPMD4vRXlv70h+1z+Ir4+iofJC5CrHm/glWzkP0UXTUo8Wm7Bl+Edem8zpe8Q5YbIyREzxnW3uxYCxrvNv8X+giThTmOh7XnKn/Z+iXfQBtz+w5fuwaUOOLHLNu4b9inNmY+rixYLyV2F0LU1x8iXAJ5qgwGRJbg9I2CQriIplmk4MnPyx2bQLIwoJYo09fsNCMMKsFoyYdyWLi0bVKWDs5JwuYs0t8/Pk40W9Iiadv+u0K6ZPEDjBbLA0zjgPszib2TeLR9Ir8QNbJiTwe61iVC9iP5+Az8mz9dnFAHXDO+CA3NuG1Ma76rC7CEOESzjlnJ/lAYzGPZdxMJ/XNeBz5N9O5xS+MheC0x0iGFmrrI7Y5vIM8s7boOrKn5CCXVHuN52w84zKxU207cEa2Z/FAfmQstm3hjORneUJ6Iwwr3Vavkl/wLb7Ikfi3Nzakb3S09kUO+Zm1SR8eVVxxrkv8F34pDmDtERsWs5K/QB7h/FK6gxhjzuM5Y92Dpcpijil9C12WE+Fq83Gi3+WVkZVcYa5gb7C2lT8S1yAXcB6x7UGdYvWvr29Vcm6zc9/CtCbz7794Q2lFkwRqcqSAYeJSIKI2FSCTRNwXtYFdTjBZROqGRZ/G1CeVqkO1gQ6yYye14MLEozZM2EMTjDD9KQUpfQAgvXTntC00i0mA+FjPf5Q6+/4bxcNxMYiBkxvYH9lxeMFn5NnGwMbB6REcpA8Xn+qHzUs7Hm1L36Y8E7uST5CXokeOskDKtRwjX7Fvhn0UD/JnVARs8cvKCB48DjlD/k08HN5BnqGddl51Dec05FIbA/GJ8Da5IE9UDu/BCTZF/zIeBzlj/fIBN7BPOKI8W8VD5WzlH/cE0tnWr4Fd4WBLTomsHEd+sa4JZzI+PK5iXbka+hWMRztTzg7mUZSTNh44PzDnLf+kS62Vs/hV3E13zYXG0cIvF6+ZrUGf8h1kbI4Q/+gXxoNlB2s0ctXiGawphIN5WPjcdADWedu2gvFWUocKUwkCBaL9BwtUI7GSE5EvSdOSDoi0+lsi1snbbI4WKFnMKj6xITZxPJ3LHVtOIPTJ6JdJRWMIk/WTEsDaEN3WJ8awlTPjD48dJHqUhIxbbFVdrfCYTQKIyWxyRTZVm8Gv4iG4yJaZdFs4Yy5qzDBPlH3wg9vBZ8xNjCfGWmw0/cYf6hefmt3qi4zFgm2q2+S4zTObX6RfcoxsO86Q3wB3hJ3wtfwA7pxu4h31wwc28Rv1oN/WL+FN2QDdOFZ0t3gE8w7jwZyBLptnYnt4DHhrnEMuReMxv6J+wRL5JH3NFsQi1BX02zUN42Fz6RzOMC4tHgFfmGfLeODcqd/22DxDu6Rb/LI+Ud85/KH+5tciz5YxQb/M3iJj0a7DbsbjmiK5QmOonZ+yIjlfx53DA+GynH7/6HlPmDF3bM7jnCY5kt+KReVvvcHS4rHBL4tdcRbMF4lDO5pcbn6aWNBP5D7BL/K54YR1WcbbOFPcmnywpiDHipO9e5/z+VYl5zY7hwrTFjTn5L47aQ+lJ0ry2ibJdC+8lOSy8AoGm/jSfq2jXWyuZSf1PvEceqX1IH3Z/c1Izt2cu5kDV86Bi9cp2wrGW0kRe+bflQl99IW+fjLCT3LyaQvb7jHx6NOSKkxrcqq2a/IbcHMPHtLmm8/Ra+Z46r5iIWq2mre8zLmb6/cFciDYi4/VKY81GYkh8+8CpD354h7dIr93UcqTuSYjf01Tb93fpCgFu/e+a5yLWs7PzIF75IDZJvLyARi4Rx6kzUdZfy5bpzxAOgMEyrLgXybfoyRf4shczBzIHDiWA8ESn01vykDOpWNz6VX5e6zpQCzv/PeqgUm/csJmDmQOPFIO7FyaUzwZuCgDjzQXEst11+aLJs5hZRTtnf8yQa6bIMlv8ps58Fw5sHMJTfFk4C0YyHXsOdaxx0tGypyd/zLZniPZMk4Zp3fMgZ3LWYonA8lAMpAMPBQDNy1Mo8cdteIhevyBPMtxx7M6mz547tpN/kBI/uCr+iF/oPQQfzQl2N7kOM0z+kOuM/MJc+ve5/wXmPJ8wivFVX5c/3h/8PZQa2iCSQaSgWQgGbggAzsL02N3YKYFwxmF6VTfvQpTKRIG/hwuaB64sFrF47Dvwu3iOMXxwPw5fiY5lIXpBVfBVJUMJAPJQDLwMAzsKEyPFaW06U4Lhskm7DbsWphM9S2Kl5HOi7Wf4c8m2w9cWD1KPKY4Hpg/F/9JDt2iMHV47j2nmv2HWT8TSDKQDCQDycCFGThcmFIRIF9bR1+R2lduqa/VqUioz+OUo3z1LQ+L5XbzlaV8xShj5Nhe5SU/Aai6o68irQ6UIZ/oGrELLt6sDW7lk2yek6JiteGj3cZp1Se+4hGxqXgY3kjvL+qxX2kbv5DPGWbLpWDD8Sqe9kUBwtnkqPyyuE28yT7GxNpunNZXZxJOlMGx5DfGA32KcsH2o16La8Yp2hQ+6Sh5ynr/fpyQe4tbcWZyYWZbvdYQXq+HY5TuQEbhx3gFHwxIVvwiG0p3iPvCq2CqSwaSgWQgGXgYBg4VprQ52g0FN2baYOx12zxrgdTGDwo52YBxU5Rz0t/0DYoau+nRWNYJmyVfw+YqG6Ngs3584WZZizksDhnfwB/BPjpSoYGcOblgYxcZLlIAm8NdC3XBGvWLz6Jzz5H0hfGwHNXrrbYO5VlkG2LfCrvKm82NiCP0McqvxtmZObBlvOSs5IrFvcqFZmMwb7h/gJ9tQZ5ZXdMcDvIXOdyG+2HWzwSSDCQDyUAycGEGDhWmdkNSG1awAWHh4javMzZB1GexyDVuetiGxQW1oy48pz7lV7CRRzbkrpMUgWJ7deSNGQonJx/wKjKEQ9kzshan9Yv6pdARnXuOljcZS+1Wr4t/wKuMt0eF2/hIsogDz1mPkXd8Yx7SuYmFsl3vplrfGt6qy+Za61/5jFiMrMVh822VC5swDOyzbZtrgM9xCn0nwz/hwLzchvvCq2CqSwaSgWQgGXgYBo4VpnXjwq8aP+ROSrABYZHgCpPZJig6cYMzBchoo8VNT2SiNsSG5zTGFgG88ZqfILi7fwN/BMPsSPaFU1fUBLyyrigWhBEKK+s3+wX9UtyIbVXkGu4j/JY3kYnaXfxn+iPfJCcCPtAenjMeIz/FQbImznwttgmzweY4Qx3I9cxf6ZvkkM1JwcH2DabmwwXt4xyICnPiXeyqHDb8U0xaXm7G/TDrZwJJBpKBZCAZuDADhwpT2lBwU1KbZbABYZHgCoLBJqx0yoZdj6hPiiB7bJsejKU2tVnWzVHarF7EwOfmblFkQxUKYNvim15XTgQXywa8cvuAP9RvcaJfKEfnkZ9Wxl5b3qSf2jFPqD1qE3l7JNw4XuEO+EAceM56jbzLQ4yVkbW47PWKMy7m9hSHk5gqDggzyuI5+rP3fKMeGx/FS9XRcjjgtOXlRnsXXgNTXTKQDCQDycADMXC4MG0bTt1U2h3Tei13EuUOi8jzxgqbNG1OdIfF3nFyGzBsrqwT715Bn2yObdODPlsgWCy2mEEMVlb8Ej/FrioUwHbr39hG+IUzHmt4RX2Eu/Ef6FdcVD1KN46hAiKIB9qz56N4MGeoa6duxcHOPFOYZOyf79P/6iSk/s8fucKZSVOj3M3Dotj6rK4XftncUWORezhXvkM75iTrqb7J/FnlwhbbW3OYbM04Uj4Yjhgn/PHTJtz/vsrd2L+/GLA8TwaSgWQgGXgBBg4VplJwyFd23z+6MMJ+2rioCMBCSDYlGk+FHW1gamO1X6MGRSiNEfttc6ybn7TLEYtHLlhgrNilDZtwIU5bBFibdC260WexS0fUPysKUDeNaz7ZomSCHe3ieKsbfeTf/oFO0iE+zfDaPrSBti0ve3S7sTvzDDH9/vd9+txUmMrs/lV/lU+8NN6CPEO/LG4auzUPGq/Ghuhn3TgfTGFK43F+kW2MR9MPeSVtEW7EbvXaD0PId2QX5x5xSfLi1ybcWZhKcuYxGUgGkoGXY+BQYSobWR7L3bVH58EWAI+Od47vXnPxOWI95+7ZfbhX7NNuMpAMJAPJwLUZeMHCdC9lz75Jb8d/28J0bxxeUX57bF67kLw0D6+YK+lTMpAMJAPJADFAO8bGf5feXI7q2wj7KcWuwQ19Jf15+v7vKQl5AdBHY5rje/H+AumQLiQDyUAykAyEDNBut/HfLTbGjVBSLBl4egZuMZ9e1cbTBz8dSAaSgWQgGRgw8ECF6QBhNicDb8vAqxaWR/1624RIx5OBZCAZeHkG7lSYvjyv6WAycGMGjhZ7zzT+xtSmuWQgGUgGkoGbMXDDwvRmPqWhZCAZSAaSgWQgGUgGkoEnZODKhekTMpKQk4FkIBlIBpKBZCAZSAbuwsCOwvQu+NJoMpAMJAPJQDKQDCQDycCbMJCF6ZsEOt1MBpKBZCAZSAaSgWTg0RnIwvTRI5T4koFkIBlIBpKBZCAZeBMGsjB9k0Cnm8lAMpAMJAPJQDKQDDw6A1mYPnqEEl8ykAwkA8lAMpAMJANvwkAWpm8S6HQzGUgGkoFkIBlIBpKBR2cgC9NHj1DiSwaSgWQgGUgGkoFk4E0YyML0TQKdbiYDyUAykAwkA8lAMvDoDGRh+ugRSnzJQDKQDCQDyUAykAy8CQNZmL5JoNPNZCAZSAaSgWQgGUgGHp2BLEwfPUKJLxlIBpKBZCAZSAaSgTdhIAvTNwl0upkMJAPJQDKQDCQDycCjM5CF6aNHKPElA8lAMpAMJAPJQDLwJgxkYfomgU43k4FkIBlIBpKBZCAZeHQGsjB99Aglyj/1/QAAIABJREFUvmQgGUgGkoFkIBlIBt6EgSxM3yTQ6WYykAwkA8lAMpAMJAOPzsBNCtP//XyePj4+6n9fp9/DrPyevj4+T9//HVZ0YwX/O33/+Th9/vzvxnaPm+MY/j0eueNIUkPIwL+v08ef79NZmfXf9+nz4xLzMkT2OI3s5yXXofNd+/27Yx04EtvzIW4Y+azrMLhG3La96Rn3FPBldcq+Xm6e78rhFbZ79jMvJfalVrkUR2W///p3T+ee0/aBwrSQ3id1WfBd0cWbwXkTfpz4z7ogZmH6nNPkCVAfKV7epTCVMD6Av+O1TUDC8UhsWc21Nsh7r8NH/SL8H6e3KRyeujA9GmuYT/b0aGE6nJ9XxGx9eLHrA4WpMFHIdwWpdA+DJgLj43jxvveCOMY871lwNR981968Y3pX+tfGD8yz0wMUamsHLyjxAP6O17bAzyOxZXXX2iDvvQ4f9OsB8iCI9vWaKI8u+M3Irhw+7NXBWM/sYx6cM9eGY66IeebPC/RdvTDlgmbnV4zldrp85QbH9lVyXRD/0VeQtd/a4EkoY7ffsY0nm04wi0994pYk5WSv9hvuoqcX8eUTu14spK2M7bKn02mqm7Kx6O93sTd+JYETE5Na7JFm+jnG398T8SP6ld/oL8Wk+YwKg3Owgb1ir7QZv5TuHpuOTcdbx2sjJ2x4rZtjIjkY/rxEx1N93T7jrMUExpsc1359mK/yZ5zVXGq4Kab7eZE8UD4xb4CZbBjcGGd/PsZN/n7+fPNdLsZLuYO5Rtd/f0uuVt/U/BFjjVtpkOMId8Gkdfk2HQ/Lp/HrY/9X+b/wk6iOpejFucg46hzpc6LPW+Ksjxffx0ftF84t4uvz9L15HfZ2tW7kjPwiWxiT3n8Jv8rc7To7A53Tbgf9rushzJ/OP+H9On3XWH3+/PLPtz7CtaFb5LNRXpo1smOimGpc1EexRV4bNp4v3V+R2Z4LsxyuuQA/rxMszUuZr8ybxt1kghPtb89jxC2+yJrUfA707W0a6rbrd8sH4VjyKM7hggP7zPxo+QAyu9bSvZ4+jvzVCtMtybSiwSV2GyCBkgQo1y0ZOaCQ+GZCNjXBCSehKnxISBJMNnSxK9fWFmz0CkvRUyZUwYyTS+z0NuNXm9jVvtLdi8fArUUT2QEfRJrs1Ykgk1Ow8XWbJAbnKfJNlJpjm3y6HePAudRighzSmHKNm62SN7HXuLVNf7XQbfj3G92MhwVnrBs3HiNv/GofWqoTioPKkcSu3CGFeA9i4PkoLf/7+YLfd9t4nPjDS7M1UjJon+EuOUi4a1wo/xC7zA/JFRsfsYljpM1yJHlVdbm8sbpNPKy89msnR1O/Chdt7YMPkc216gvK9L7F2X/fpy/4Tbz2q+Rk/1Bjc4H6Ic+sqSlnNcZtvNVNyrzv1kR0XfKoFzhSzPQP02K7FwoqfgZ3mffiZ+WE8qbGjXin8es5MeCL9OA63NZdKZD7fsQ4qUCK8hZwFw76uIgn26Y4OFmfPHbl82K+WFv+ehJr8IvH8bXEw2va1bJFN8lATLp+ySPBUq57HtjrkjttnjJnkz2gG3q5s6sVpsKUXsikddtRJbYaMp8EZLMHnwZOklrprYVmndTdvtiziVQGd7mgUFW2ZXy566Mxnk5cMJgEZ/4qHr0Aer/OWWyKB4SrTh7YtNE2nvMYK2dw20Kp2In+T9zWBRImeOcU+mU4yElsZSFmEegnPW2ic6fEUpTNjiVeI93EiY5hkRd7zJnlpZoL+wB3KR419s6JtsMqcSx/MDCbDvR3PRUMxHLGxqjP5gbpjxfqkQZpn8e62wH/ETv4WDSCnJigI46RdhoreShtSk7nTcdShKd5pvR0eZ07YjQ4Dvwq472PFpvMEcnLwML2JuWL5oSUsO2W89Q/LsimnKl1s8C7uF9RzNlU4TSe96XPxq7PKeAE4tb7Z1ST7tk6XPjUcdTxJztq7mG8qr/lbq5ZH2awqA/1VFntE/gd9FPsNGca98r8OIdX8VhrHkts1A1x1rq8jyqHidM2V8pI129+A60519Ze6eolC1OenO22ev9krCf0IIwtWX5PX3+/Tl9cFNKko4nsE420qGQZJilJlvHlE7p8igIcvHB0vO6T/FR30YO+64UA7ASnNI74obth5Dc98QAXEzVhaDwsVK6P+jdgLTCIk8LFL/NdFkzBIwVa40Li2iZ0HJOuO+Cz3YUpUuP/z3SXuDtcsJBwLORDhTGy5Az4NUNbHql8Rr55bOB35YxwqdyY2vLWw5goPzHPdXEdaOtNC9ydM4gLYkcOWGuRU75SO44R626sl+u8kV6cv9rfnhO+yBBzXZe0TI4Btj4euKgqOk+i08tIz/oY+SZFjS9G3LxXMZVxZDXSSzkrvHrMl/VLbiIgJmHD25Yewa3mntoDgBOIW49X1xSdkdx4HQbdbbDGOrVDeGT9VPO1KRufBHNG2/LYsJ/Om23BAGvl2LD0aD+ldR2PLrn/LLaJfrFOiLO24cerHMZ4ACftA1HAudb/ulcvW5i6zWhzDGmCfZ1+/33x5k3F0i8lCG/qJdG0btM2TFIC0GU5Qe0dmunYPcUe2SI/TAEy4YDwlN9DFX/p6zuagLIAqwlFemDScF8rFIuRqG1kvtj5PX2Rjn9fp69/xNN4U9d6CqeCc3ufloyvZrrNB5JAgeMMZCJ+VBvwC8PqaYALc2c6NsC9kNf2fV7N/JQiNo6P1ow5ZXr4stsB/xE7clBG8O/7nG0cI4ZobDQfsU3003iV74BH9OExsOc2N5S352K3taM9PC8CnScZ4GWkZ3UknMM7cLzGSCE5st0tMK7G5wqT77+kX4wqijl3eNvgRfDIvyJf9gUo0CBuW+NNPo7X4TL3dD7rtqmd5q+fw92/wdkyh8HvqgKx4PnAwqJ5FBPkXlREbdK35xjpCdogzlp7kcV4qRwejqtaAs61/te9eujClIOoNgAJxHwS+K+8ZdyWI+mmH6/3u4Z0B1E+xTCmtrgGn7qnyaaTmiarWvRXxeRUt/VN27K99rosiN/9DvGfr9OXFIdUUtc/fmrjcNLweS9ipSjGCdnGBSfEwxf9UQv9lo100Z3TxnHxQ/j3w/3kRxkXL+xcns91L/PM8QIGXV/ZLBpn3B/dzSk6OHfkrkfV1XNpzhlz0uZVseuKMoCqTyOc/TdtWpaujLwXgJYNuNlniAvyZObHMPY4plkvOPuHzmKjX5Ngbfvz2T6wyfChLRbQHBTZ7R8a3V1I8tPMj4aT+3w8VL4I6A1HPa7Gp9kmv7Aw1X469Qp3XVOaLisNMa5dzJvkfG3T+KyOxbXB06W97d4X4FZ6gBNqr/OMcLYYoTJzTj7yH/ixn/RhXa/D7G+buxULXE/tIM66ZrT1xuDwlzq2PocX/Wwbc8VbWLWMYl2wwFqJfq6ULvo36WYuI998HrG+lsOFs2FehOvUAvCLdB8oTGWR0rfoLckcCJg4+3gzNlRAdSK4CcnJidggcacgqk3BXCcw+lWSVXRrHG4TUbaK7q5L/EMdJVnxa4+2eJBPgkvppQvRJbj85uSGYEPlS2zxIgCbhp5Q+o4pq6k8Ce7uIxqJzwufwoHhn4d437r+0ie4Iws6XvbDQDRC2ta6S3EKnANnrMXwouJn+rpPAb8CqR0xT/CuvgisOSuxIt5J19b5IRuz+Fz/AlnNTekrR+WXwBsex7h7DkJcmMOKfTHnXR7w12foN3Iaz5+iA8d0R5x+nKuIrT45YDMvONZhllypnP/5PvFf77d4CD7t22bbJkfpA2R/GYPWSfmk5qHDLXNcMNlcwrkJMa7iPf59vHzwOWfdKXM3iqW3jRbpXMca/SJO6jX5X3PA7U9WoVxXzoRHuw6TWGmTOabxT+2wbpCX+LhcETDmKPKUg1EOm36HBfujPDbm/KXON8zhcTy8lr0tW3RrGeHY5xHLKb61T2oO4dq2F/STyx8oTJ/c84SfDCQDr8UAbXxYDF7BO7+xXMFIqkwGkoFk4I0ZyML0jYOfricDL8XAtQtTvoOBd8deir10JhlIBpKBh2AgC9OHCEOCSAaSgcMMXKswha+z5SvWw1hTQTKQDCQDyUDIQBamIS3ZmAwkA8lAMpAMJAPJQDJwawayML0142kvGUgGkoFkIBlIBpKBZCBkIAvTkJZsTAaSgWQgGUgGkoFkIBm4NQNZmN6a8bSXDCQDyUAykAwkA8lAMhAykIVpRAs/b6389W15Ppk8lywSnrXBM+1mYi/X55/fdr6Ll9R1PopzRj7ro4UeF/cLzCdeW+QZlI//F/6PmwvnzMjnGVP2HfNc2OeBfybS+kzPSz/yDf54sb+Y4kyIlx5G2M7y98L7InN0bp1zaVJOpyxMI04vUpiWxMGHAEemXrPtkpPmkrquwPZkQj/rpv64uO9cmE5ivS2zysb7cH/ZP/HrcXNhG+PPKvWohal7aP5FCb5SYSoYJ3kuIvZYXmYABRvr2PYWL6trdM021EP3R5LYfuF98QxuEM2lz7MwjRjFIJ35CBpeWM76JBQBera2S06aS+q6Ao+YK0b9s27qj4v7yQvTSa6Y1Lnt5QTX4+bCbSlKa4WB6xamV2Z5kuexZdp7Pk+f5tXcdH3ZG07n7HHnjIm95Nbd3Ex0XaDrUGEqScqLF79izH71UD8B1T4XTPW1lh1biJdXzblb8EykfCVmXh9Ieusr02S8tY2Y1WvALkBqeU3e6Gs6zQm+qYYxmWLWtmnc8EmuvqqO/ESZXXdnJvEgnaS7fIIsvGvdxi/7esIFr4j5Q17px2NkAqJ+7fdpmAtlTISzt5k82/zJFfFAHgJ29unv72bObI7OKJvHQzjrGgRLeXXt5+n7h963XuaNxFQ4EVlp9/Njxlm33ceP5kLH18+MbjUfiPPP0/c/ei1m5Vz1n072FbGWU/ZNxqrXsJJdwolxlTzDtjjWHf/kjOeX6DRywxyWV47SOMBh/Tbq1OVQN+hrnJB/PV7rXNA6FN9s93zclD+kD2MmOVr8m9ievjaURps8U7kgnEOscV246v6CPvU4SDyJC+Kkzy27b4rk4DhZ4wcjuBljIHuqrB8kwP0mJ1XbgjOlH7kGUErG7i9b/Gr5CEqnp3VN+Pmqhej/Tt9//St/NS6IGWMy8z1qIwzUbvibQqv5+/UP88XYwvWirvVKp+HM1VhK+LYXhwvTcXKWid8XqkJgX1h+T1+YgCZgHGzsV7wEuj7g9roQLuON7lLI2CAqA8cuyF6YZJaTujgKTp44kNhQbDIg4wdzBHbaYlX12f65UxviARxr3bFfPdZzyxSPr5//NaFIN26W7KdwVidft1VyQ/JOy8qG02Ov+60fDdL4ZLLYsR+bObM5PTZJPVt0d06qPHNWc47yhrHD5o95A7jtO8XnnFX9MF7Lr/z6On3/JzI2HoWjvoBG/Xr+iCY+TueP4JbxVrfPHaV7ciGxUhu62ihs7HUO9w9egs3KT4wv5gePvFYO1/zqc3cPbngnPOZlW+9sfIzu6ZqC8yHizuiqHMqa0j78yBpk8uoy+wthkHh3jJJLgoWvGyddLj6br/HxGN1Kc1lsqx6ONeI18WGO4AaSky/a2B/hFQwUv/u6DV20S05riSY7yfMmo07IB/Lp9/RV10vapxTGaZ7ZPKo5Hfg3v5mlQNWLwm+fW4Zvrh2QL4PF8r+bmwjT5dqOF6Y4KdA5Osc+2UzDoJBDeiLOEpH7jG71iYMmgerXumWhx437cpROFj27gJFR5MwWosxJTy5aFDRm7RcXAOi30b3PR61bTUaL2/FdJonGusO6wh3oAh6XuaB0ldj0hZV87PwyQufLArfRj9JTzmgcxmo5P1BzkGMKh+esY4E+GNP7A911Yy7xXHFW9NM3Fu3fXk7bQItF5ySJ6fhT/2DjrHNL5yTqA16qfeSEm4AvgLj9FPIWB2kfag9yxnb13B8WCKjY8RPopqaJX1MOaNwshw/gJljT9Wxl2/BgfWS/7NyvY5bxwNjwGMwj4VPHy8JZXxudiA3n1iR259qYjZvlneqzuBxnfr6RXZdvDKbMaz13pyjDot7mwExD6esx+P37efr6Wz40xxirNuO3lu36vO2YDy8nLV5e2xK5fsT44DlLGNx91H3ODhemfZM3DvAiDF+FyFdFMKmIHH0XAT9xwSdms9mEAcDEx3OGFSQE4jOLq/Fk9yX7BX42BQ6XLGJQHKEMnTc9JRE1X/prN5dszfC2k1k8HOeYyIiZTflJM0cQ+SacBLrAtsNFhhQeHE/nkGOsx+bgh/lQM0c+W+wcNsDd7rrIvJBji/fc7lR3+5qn6+jywAfg6f3R5mDHzDgD2W5++1kUk8bJYB7j/FXjJYfIfME1nj8eN3LCDgBf2x0CScrLoBhydmgI5vABu0vdZGui341HWfYnyAWJF8oCDVtPp+vZynYYb8yHR99fglyPCredHM/W+C1xWcakzkXKG1UbYD6zoTLflEzkH8myj7BuB0A3+bWTK3WzDPHTueT4Ks/QphrnnZhy68Q3rFdkT/aVehS+nS3E6WzdvuG6hSluGMY3XvDUIh1PxDKM+vqdEB5rdKs2TCJWMNMdfDI3WPdeMpaWuDCaE0UvjqVAwbaOlZKnf0r0iQia+dQlmxWYXK/i4XzCRHZ8r7EiFMKt7nCj7qDIwk1bxb0qtW0NO+nFvFF2ENGO84mOZlfUoazjTIS2Hae6A866PMQG8PT+qDDtOTkrYgpy0L/NFZDS85w6EJfaKOoo3Q+qZGxbY1a4fL/TDXxpSxuvovkvODEvbdsBu+zDTDdBn+ifcrDK4YneLYxN17OF7fmaYq3rvFty5mzD/LCqozu/gYxvinVO4+GVqBYe2+YDdcU21CBzMY1J00dzyRSSjjM/38iU84/tz3Fu9mt3PpJd3JsrGeDLOs+6nyTb93NDbLBmWwl93fVKu+KOfdX2MHZ4zuN3cyNWr3O8XmFav/6TCt3CZxJhweQAB7+pKeNKEJouRzolEAQBEqeM35DYgMVi3X3t7IuGgrP5UZOxX1e0nMD1dy0yVCZtNFGqjEs2GLs6XcVDJT0pw0Tm874QlVhCPBbGWb4V8iXW/c6SnYA7c0Gw/ik/WtcLQ7XVbC+Aht0m90BmytlifoCa8HSu23BE+UifmNlP4BNiiPrwnIzzdZsfK85Af4h81mi4rPO8352w89jIW9Xsd99Y2I/h/PG4LQ9lI9+e1xaO/xBaJaqfPTeNXxAnp3PVsNLN44090Ok4UFjKOLt+teFKtrVuPpmvZ3Pb8zXFQiixb36sOHPrO2Hp65/T/vOpP3hbgfA61jmPR6ioNfLYNo/ljvEYdxsIJ1YHdPFp6f88fdo11XDGcsFc5HY7dlHcW0xl/wn82p2PFIO+fjRfwZdNecby9Nf936f+lxRNWz2J422l+vVivWJfgQPCMLy5R7bpm4/A127wpmdXLEzJD3G4f91jF1+51fz58w2Tu5AufX1TBW7q4iEybVEhEUicMkIHvUyKjunyASl+d18Bt+UkmISl6Ot3iHG0ww7JPl/IUUt0rmOl4xF8kjWTHHFRLAhL7H9g28Ty64f+6lomic8FFWtSZ8a7flnYmk7EsEE/ikfnddKXXOyLAXOC8TWczedHZKi3LXUjJ7Uo31WY4ldAkGMFwYyz0rc59t0lPsM8onn5TZt641DnKPGt7Kg40PzusRAzWj/eqfe4HcekRNnw+sVOeOSxktdGAuMFGwhLubwxY1eXM90yduCX48BhmcTEyYqxbcf1eray3df41ZrSc6xim3FGXKk5QTh6LrgcC9edAQcqDoLf6G7zQda+QU45E5ovu8Y78bDBzH3EQvKVNzUvqd35hZiNTll7jG4uAqVPzf25Xz4exCvaDx3VN19QBONv8kTnmQwq+KJ9SSR8zdJ6Bifr9Urx9ef79K3+cA05p/wijBs4GaC5dPOhwvTSYF5JH08GtXi9knfpSzKQDCQDyUAyYBgYfRjBYs4Mef1LKvr6hwvvry8yvcx7tWRherV4l2Sbfkq6mu1UnAwkA8lAMpAM3JKByZ73xoUp37k0d38xKqt+lH2X8yxMrxrp1SelqxpP5clAMpAMJAPJwJUZgK+FRwXYGxam7av02TendId51n/lyD2q+ixMHzUyiSsZSAaSgWQgGUgGkoE3YyAL0zcLeLqbDCQDyUAykAwkA8nAozKQhemjRiZxJQPJQDKQDCQDyUAy8GYMZGH6ZgFPd5OBZCAZSAaSgedjgMqVd//v+aJ2DuIDhekTP+JAPXvsHs/uKs8108/C0+HTz17TGMuPqmePn9C64qsnjl/s0FVa2w/Y7bMlr2JtonT0GJbJkOx6HAbUfB79gciV4SoM7pmF8Acs9KzIG2BkPDewc2Vad6ufryl1b+DndR5d43dDu+IA9Ovj9P3fuxeYt/D/iuG8sur3LEyF1Ltt9ovClHGNF6UsTCWAtzsS53d99NfdcjXm+O58xLAevvVuxdhiTWFc1/jr4Ja3fiP+3w8VwL79Xe6KlTlk/ZcUpj1ivAeI1PlHa/d21/SWoacqTP/7OH1+fJx+73G39pDt87Pj3iMpG8/89wJ33NqieSYF1xp2k0drvED8rsV/oPfuhdiD5erd+Qhi9AxNdytMF2vK1eLZ8tYXPlmY0oddz4sU5k9XwG0s3J7Or0PF4Ti+Eufp8ZDtZ1gRY4wXKEzxFr3+ytm+ctHdcaLFsr1iDD8dUtFE1zPdsUO91Xw15b66ktenWcykwYy1dxIUbn8njTef5pd+baLqG3yNNbx7wYu8vKZuA26nH/ksetyr4zqB7kxhd5/mjW7LmdPWG1gvYm2bGclsyQVtu+cZtdfXWvJX8b+n7z/kt+TaFt0F52jj1pxgrAsmza9tG+Gu3Jg82/QavUar1q1+NkJ6//6eEHvnrCkIT3BMn7v2q19tu+uufP/Uef/3l19d218tuiEeag4Yuy1vwL7JQ41f8qC4KjFGmRI/wmXnedQWUqYaWTfmeusFzOqr9MiObTNjjc9kgu0G7cW81ddAHTgxmGA9lLtlUpgS75JLX//0Rl7ma+3feXcV9ZJ+sXv6V/SpO2BBW3l/eJFVBSQUC03mz8fpf1CYsW+Bz1iElHzT/mL/OQUc8YUcCsesl3z8+3FCbMqvk+4jzhpHdazE4/tfuYv4AX4T3t/KDccT+rb41bgk3mAs44Vr0oVthOmb7r7zvPmANaVziz4rv04fPLcpN9C++I1trL/GtOUSxBx9lHOJMdrH+JCcsgE5rtoHuSTxEN/FbjkemL53Hnq4MO2b/KkkRFt07WJXFqq2UfMmAhsDb8JSbJWxXbfVtWKtjm9YBvJtI9P9//v5On3/J23WNvkBuEVMjgOd0i3HaIOyC6lMhL6x19EDGzy++Wxxx9ctHgJsdPzv+/T187/Waze6MgF7fxPccOK4UP7VWDbOYz86R5hndXMkTmqRR/52rFa3zeEOvo/pbUWn5Ky8D7rnho6H9Iu89QNxy4emrqu8g1rGAobw1OqufkpuSMGrrrfqLgZDPrjL2ka/Kg4qkDjGpdjr8a/9LdY2HqiLjJXrFvuqs68bRn5DDpcF/rd48vPZ3olu873EA+JTaFn+v/uqRX//Iv8a99y25btyWGPLOQibml5Tih1p68f9fmlv4KrN5V4kyOYpm7UUR1hskEyZP30cbcIiKzpGR6tLbGHBgQUC90NRYG1RkdDkofiSAsX2f8GdUItFMJc51P2TdjmSTtEvbasj4W44pYATv2rx3X4+YYtxc61w1z7SLTlFXCJGOqccEo4th4Idx0iblaXrhrPyjVygPMtS4VrlKEdUPGd+1cKUcIt+1M34ql7xSzBvOQpX4ovitOY46iVuMH6nie31/IB5+GSnhwtTVdhgcUkLkvmEjosynbcNhUkrC2rRh+eFURy75BhxzITbojkTqncbZBO3m6EdWjdHxYuVkTsYTacWcBuR7j7FRQptMri51UJIYkCcyDnr8xxbM9Nrwx1PEqV/Olp1utgq3R6nkidZY7f3Eyd1kwX/CWvJPa+bi02jj8D2MQK9jNU5bOSUH0GfsdNxG1kyaXQJivAY5T+OBy7KeOApVOgbPR9VZhoP4BvwdL+hX0wCVpYznKl4sU5a2GVwwGPvcpy6HAaMpQjuBVvHjArX51vHaX51fJSOVawrpJC7BjfO5dZ95KRx6AswVTzQnSezCdMmjZs23+k0d85GxYHb4GsBIpu+tU3FiBQmjMPYUfIVp+giDCVe3kfGZ/wSzNMxpuiTMasj+YG4FG4q0IxfWCQSHhxLtlo/jEXcrR9l611EZRvuLOIY9scUjtxmOEObNk+azzAGbU/9MnlBtnFshIXbwJ/ZNdlWnAPGaJzyM5gTOIZ4nM+PIxP3vmMvW5i2RUjuDtXb6/iJffFJ/hKF6XwRBsIRLzSXIsBgxyKSx0m/KQZJD28Wtd9upNWO2lzQthStg3EsGuFWmAQbTYrvE9/HhA2+mAuKAINDXxb5fleFbKDvuh+LA63HXzkulH8ep5JHrl2ewYYO/pfJT6x43e4uaIXbxwj+YKwrYFGGsABfU9xBQaU4EQyDI/jaJHC86wee2oD5ieejyk/9Aj4AT48n9It51ld463LSaT58gU6QgNOif5TDQ5+qht5PenqRCgaWp6EPNCrgDT/0DG27WMYfYtiurAUOZeEF7TmRcxtaTHzRNi0A6gauY2U2+Ulx4IofW4BggUDnWLDVQsnZljuPOHaAgYolO14VEatiNij0sCgZnbcireJSHENxKeORpwgz+cAFO4wtuVjiiePxnPSzbeS1YrJy4QcOyzHYJ71457z5DGPQ76lfNi8Et8SaMINe4W3rEbkKxwS5hr4NbVdMNsdUEXzunH2AcZctTHGRxPPA0b7QBp1BwTBc0KPhC9ttSFs0W4v/elAKRSxMQZxxYcEBfXRKfrbiEPpm/sw3kXjjWd5Rc5wERQDgs6eoDlbrAAAgAElEQVTOj5C7Oor79J0rqw+vHRdKt8ep5J1fqBkKLpDrued1qztwoKqPkcZoM/dtDSvZxxwCPKIRj86e4gQlg3PSbXMS25xt4ClQFzU5fCLkdEsHHYFv8KdxhP0yDPSxnCmuVBvolOF4JMxqLhr5oU+iRLDQOINDRFbH7itIMg49XxyWkW1qn8W6mlE8gely6vPWiZzb0Dg+rzC1xVy4uQfFIRU/0d0/bJOCxhY6YaGENhaFSskz+M3pQL7E2PMiProCDjEMzsUn0YEFWuQX2rBjRQcfoTBE3Dgez2mMsg14rRzjiu7+mTYZRzjb3W0sLIFntD31C8dXjDiWfQe9ihPwadSOXDmZqhdz0smPbI/aFaZzJ+39x12wMLWLG2128pVp4CgvqKO7DrCB1aHhgh6oLU0L2zKuLZrSQMcytt3xq5uGKipQPNoYoH+0Icz80WOChWuQlDQB5bcso0kgE5omAH3awknhxkCSszx8imRbZuHA8RT7rbp5IWifrAv/fbNd5cIs1tS356v8sa6yYOjf0HKcsCgIc6Fg+HR32Ma2KH10DhTZzgkkWHhqdZu5SThVYVUw9t9Vh0pVo8aHXdY29kEsYe6xLi7aoZ+HGV11Lra5Gc5VuCuNpuVDYvtwUGwhp1GMtYrK459P9XMBLTO/6r6CHPsFayHnkV07R7YNR7W4t3c/x/EiHFU3/IYc0LX+/ttd3Tu/KviitWBVAEzXM1ibcN2Rc16v2poS370j+3R3iuzYArjsXcHaS3YH66+yvWGtLPk2sHHgjmm74yZ34wQLFJeCVYo9uuZ4jNZ0GIu4cTyeC0dR3JVcjSO1Ndy1WMTrho9+Zyz+1LEUP7YDccHcmvq1pTCtsYh8ER5HR+TKyVS8sidLgW79Jm4i2+v5MZ+Zj9x7uDDFW8l2MZQiD2X6phJ9fSWbSlkoUTZc0KfMlgWx2xbdddPHr335fNRf/6pbNrS6aXS9sKFIQaF0d72yAfSx9ese1t0XKJ5IsKhKQssEs+NxUeVkBfuY5Die2mnSRAkv9tSxTiKxTT/ux2e70eSRPjqiXaVnsKEgbvmLT/GrLTx1rM8FG2vyi5KD2teFqcaNxafXW3zrMoyl+a5zQdKTeNaFYOvRf5HJC5D0lTlQsJFewoK5JHKjo8Eu+UviFyhMXS6j/lowIq8lHjCvJ4UpjnNrSi1ORUb1g86QFTP26+f79Amclk2kxzbSUeK9Jw6kBWMJ8wQ44xyRPPrzffpuv4PuKMa2J7Guw3ms+jDS9Qo+xSV2w7qGa7IRGV+aNVM2Yl6PsMiAwkLWDFwXKOZ71hXF6aDg4nULMcD6ZNe0tlYGOAUvH3eulcovKSYlF+pROFN2AGtrR9tUcOOzYqG4FHnyEXXjHsFzTPYhGFvmSdmvcPyQL8K5wS81PopJ9a3Fofrf9geIi82toV8bC1OLHzkTLqMjcjXql7WMvoYv877XAjzGcIe25/NjPCUfvedAYfrorj0DPpOA0UKTbcFr6C4VWyiULqUy0FMWp3nBEwx7w6bbxOMIsVzgQUF5RNfesfe0XX4DG3/w2uZHrnVRYfJKbVikXsUvKDyvov/l9tptM/MRpbIwvXpUckG+/CJyqaDdoBDiu0V777Bdyr9n03ODeByhhO+4HinODhi/m225G3vU71wHL78OPhan1y5M6e7gnjvmr8732r8D682dh2ZhelYAHmtBWCfoq+E9K2jBoCsWQu3ry6MbegD7ZZuuGI8jnMFPAM76KvtZbR/B7ca+2hqU/th951qFafu6Ovp6/+Xucl4yr9wkfJoGYuGN/10yCVKXXaiud/3GKZuuJwNPyUCuj9dbD5Pb5DbKgadcKBg0eXOnfxGR2ZYT7JwcuFMKp9lkIBnYyMA58zrH5H6QOXB+Dmycmg8o9nG+05kwyd2z5sADzsSElAy8NAPPulYk7tznnjUHnndBycI0f6MS/NX7s07ExP1em8jzLrzvhzzn5nvNzWvH+/1m0Dt5/LCFqXru2IYfPbdnmW0oNO0zzh5pwbjWD8iv7eOz4r42L6n/ChuUPKtxw7ow5v+yy/y2RznVv3AfPk90gMk9d3Ygd/Nm8ueWf9x3hVzasF+Mc+gGeI48IgmePXpXH0KOb56sb2cQn+Prn1EsT9ug5yrfcg5vC8PDFqYykbYWkVmY3mCRDBeYYvfahenqQcWSL+5oHk48fDPWxDen80lkz+bs0f07Upge2qzHi+pLF6bDwvjWhemY/3HPndbFQ3kGmDcVpoH3d3u8WIDlFk3sbz6WL6J6/hztx5zDWZg+2CZ87QLvWkXWtXFfqsh6p2fhXYqza+XMXfReqmAw68bWD9De52grMW3DwtDIXetyaN9ualBQGX683y8ue6k8O6swLY9d83fJrpUgD6A3C9NhEN6qMB1teurOpdzZkNer4VdvwcSNipvZgk/y7XVeg/fJRgui6CQfZHz0mjPpo1eF/a8utFFhY9tYP2CTV2tGWGwbc/CvvO6T7YNtkl3pJiwNN/Jd3/f7izExui0We21t46vR9uJGviUezR4sxtbmyLc2drEhjvJ2NJ78mnJGeQyxRk74NXbEMXJuYmL9Q15mr8GjcfJaWbEvY61O6Vd3iw1uGSs84NyQ8fhw61meiY7wSHb/6jxGvTRGzWuTo4jLjmO+RroxBhAv8g3np/LL9IX+1Hxjzv+W1/wKX8ipionJAdY7wMfY6lrJr5es2K3vCrfRT32EBblTeTqaMwNMyNlq3tsctpyQH4gL+2d8U9/KL8W5iSWNJQ4w1zAP5F3vEks1dyovJN/GS55u4Iywt3HRa1bN3ES+Y05MTTL8IOFfx43P5aW7/lTM6ngY3dNL/HqY5vnvVLp3UiFNXyfjeHP3E54lzDFpunEMrsV7vp4uhXyLNbymmDESn23N8Hr525Jh/0L30K/66ui/vyfUrz9sGN2DnwhRPPW4zrx6bXdrLpxibsjr5XVbG3Dxk7PvmMpCbCeKLBYy+XChocnYFtS62ErBJ/J2wZzZabpgkbJ4omtZsGQ8X8vCUos/xEE+jWQd7rqoyCJndUd4sE0WLBmPtmWRlz6rmxcU2JTUWFgMZTzZwvggDndOi/hPv8thbe/BLX4Ix6wLcMumIDgJS5lc3b7DN9pcTTvhFLtbdEz9qptQ02diL362jcXIs99mw2yYjKzoEk5k7CwvZ5x9Id8D3GKL8gg35lWeNR8M99xebTV9xk+bs9a26A59s7qtX4SH2mCuiz46ujyM8A/atsRjZkP5XXHbvGqcGb9W8WAOYe218shBeD7hzM4PusY1ZZZnWzkLMdU1n+aWzAHll+GIbUHchRPhWI2ta6XyA+zI+kS2Zbz1e5ZnKtbWlpkPYkvmYsyFrgvIl7AQ4QILCj6+7oWWFEAylq8HxY62WK5+/4LuU1TcRKOoTQoswVKuBYcvioru3n86nQ7cMWU/W6FrMLJewVWLRSxc//s+ff30101bzqa6HUfGLymIBZuJ3/9+vk7f/wley5m0n+re2TH2Hjojm+Bf7SzzAT5YGNtax+Wvzi5MeeLVza1MhFI00ASlyWoXAp5QuMDheV3sZSxOPtaDm+hgc6HJjgsJ6rDnTmddDEaT38ornOQH4CMuLA4lP9jYBKOVRR5Xumms8sFwbHVj3MT+5qPhzOpG3HYhJhto2/IbLcYovxlj5Zr1yydaiNUWPaFfVQfplU1RdKk8JP5h8yIZ7CfdNldEz0r3pTlDP4lrzGm2BZs6yc7yTHwIjyYnFSeVL6Xb5JnoDPMh0I1+8dhARnSyn9a3xXxVYzG3Brhd3Eh/lZUih3Sq3Agwo1+reFDOYTxnRZP4o46BfelHHNQWxgU4RHnHxYAzsWWPM78Ih51baBvnIesFH22+236JF+p3foM+hZt8hLlEfciD07OJEywMSoHi72zFhUuxV4oWV0QdKPYIEepGhP7cY0Ysttjj8VQoYdF8ACvrx2ITAFKfKoBrEe35rYMMjpVu5QOpQL/wnNXHRaTAZVtSxErjMg4DncaP7bEEwwdOzy9MYYLRp2L5ZCyLJE62NjFxsuJ5Xbhw4ZAxSz11rFtoYDEUXXJ0Ou3kr9dUVLT/YNPBxYPOcYHixRLH1XPcdARHdHQcAE9T3RFmsg2LoNWNfkRYbFtkX4oIqxs3vyg2aHsZjw0bnsU6umZbwMlITtqtXziefGj5ATFv+QCxE33tWOM1youV7qOcRfoFC+uGAo3i1wrwDXnWfIzmYMBJ0x/0SREgeSa6MX+kDXNO2mz8IhmRpSPy0nyO/DBtW+JB+p1c1UM4mz3iAfiPMDe/NsQjmn/o8/I8igvglrwR/pofhk+ZKyLvuKi+2FiP8M38oj6xh0ex7cYC5w4X+YocbMGJ8pgr1Q5i4vO6v7i83mJLFQDlrpsvnHzxR8OKvQsVpnxXTfOuizoFFC48Niyy8LwNskWbKaSa3MYTPe/73UVsx5h1fgt27PswRS7qQD6Wflkf7d1N9lnzHf18AmPs6RgUpqoAJxm8G+61XLrl/MK0fqr/pd9D1t8J8W/x6qbPk9sUAKotmLhtsYWJvFwkqqxbaECHXdicTjP51SYRbSaAnWRxId2Dw+Kia8sBYp3qNj5s0V0SdtvX4zy5MJ7G3go3blaEjXyRNvSRcRvd1LYHa+R7awt0t74gZ2Z+LTFBnkQ2rG6UWek+whmPNXmrsNjNcxJ3xLzpPOCk5XW1i/OJCwKDleyE/AS6lV8U30BmhJvGSo6OZKR9SzxI1snB+oWbW/twM8Dc/NqQz43fIL8F//Q44azhqLoxLqs8c1xs8AVxzvya9ZEO1w8+Mi7MeYmbtG3BCfoQ8yr/kD8et8WWqgp8kVe6SzsWRvIVurS5QmlPsVeLpF6w6aJXQXQXHjNi4XO8O0pf/v98XuyOqYZTCnvhpMSjF6patvio7npOOdO6nQ/Wr2lhqnURLuQMcc59ID3+q3ylj3AEd2LRxqXPDxem3z/9q3u6a9q+MqoTChdYWsTaNU1c2HBooaBr+UQrk9ktXrQAVt0iS8TT2KZ7sQA7nWbyK5y1r/lVdZOMFOWClY6sG/zCvi3ndqFHLEX36JNL/eSmEkgXnVa3WwQnvDHHcNdY4iVFhNXtcUMBb2LPfsmiX4tzzI3GK8hs4TKSsX5EMtim/LI5Xf2QPMRxfD7anCrPjGXk00L3KofJvuVV8Nl2xgFzz23aJi849pALonfT0XDCWGC+EN9YDJItvBYbhNm1G90kq+JHfpi1Q/RFx5HtSHZLPGickyNMAW5lI+hHv1bxoP6ta6OyK3GfcIY4aCzGZZVnjotqR9aUEItgiopL6GPdkFdWl+VE5Z2d5zWPGodbcC44c7lbsVvOCJddC60vtigoMfDFFBcueOeLCg64doXNtMgyVlkWChzWTXPU4zAj229MsahVWFzRW4oylPe/Q/VWtrWYAp79AL+MEl47255b92DgVIsb3Su/yLYqyLGINBxUXVEBOcqHgg11arTy+9NP/sM023fd60OFKS+IsrHWiagmXG2jiUX/qT7zNQ9NelzkWDd8Pco6YDOUhUf0Evlt4YAFyk/iYHMwCw3qJv1UfNvCVGSiokT6GDP5IBwtcBFWWYhkrJ58/q8qdeLKxCh8CzfCAfJLbSVhdfEqsu5oYkl/CPUJC7/HrfVaTixvGO/v+lQCu0GhjI2Hw4sLPeYR5NBoDLav/JI7ehIvOjbcQUGBuumcFzbAp3KYxkMf6mY+0ReTw2JnxBn6RfNS5UZg1+aw0hvMbbHvjoHuxleNGWKzcVZ9lZu2rgR8K78GOSH2rU/WtvMF5vMqHk43YYf4Rf0tFzb4Zcc3ThYF3Mwn7LPzVziz/No1BeNl82zFGdqPzsnnxhHEQmQtZszhGV883qx3yKd8uBEOxJ49Wvsoj7zQvEY/EButkySLY60dVyKYghP7S3Eq64ouuFQxSIO42BndCEGt5VytZX++T9+jP8JyQ8u+hXtdjEVwDwreWgyXNVP75ky2Br9nuuJO6SUMwIkUhHUt+vr5Pn22/g26zXhVyE8LU1sLfJ2+6S5yK5JL4Wr3j6bf+UR+ec44pqo4bsRd9eRQYeoniC5Gsn8PH1eNMyjfgyll7cb7DjkdbfjUpjbnoBDYxE1QZG0ad669ZxgXcUJty4Ik5+e5uRPl+Lm67j8Olnc+LQVRK0Jsd14nAxsZKB80t9z13qhwo1gWpnfZuDZG5yHF3mszfMfClHzGOzhyh0i1nTtvoiLsXF0vMo7vrJlvVcqdiv785PsXP68171+7MJW7nf4O2ENuKQnqMRngu6pwd/iGKLMwvcjmdsOIPbyp19rA3rEwjX6ecJGilOZaFqanqMikQkl97WYK1WhMtp2/1rx8YUr7hPsq+OE3jwT4CAy0r/nv98EmC9NWmD5CRrwjhvM3l9yYk7vMgcyBzIF33DfS51dmgFa1/JcMPBEDuRHnRpw5kDmQOdBz4ImW74SaDGxgIAvTDSSlSDKQDMwYyCKhFwnJRXJx6xyYzc3sSwaej4EsTJ8vZok4GXhjBm696ae9LDQfPQfeeDlI11+SgRsWpv5ZZY3R+mNbfI5Z63uAkz2PTHDPX7sCfv6L3eCZY0tT9My0OzyTbIkrBe7LwOB5hWfn2X29GVi/b3GhnmkJzy99iaJPnvn5RH7d9I+fNv/B3yB1L95snq/Znn15cUMXUjh7CPxRE5O65Kjqo+MP/vFaWb/LH1UuHx022AOOunDu+NctTC9I9MsUpvXdyP0hvOemjR7HxbgpeKM2PSqvHoaBwVy5V2G6Z75dn8PLFrRcoD5RAceF86qwetTClHF/n/xTGG9cjOwtMAbz8VK5/qhr83jeZ2F6JPZjXkHrlXMOLG06fYzCdBPUnUIXJHpTYCu8W9wx3cmEEb/8ohwtdFGbAZKXj8LABefKJVzaM98uYe+WOsbrw2UL4IveiQ0L01uydqatYUF4+TVwinCIYzDqyvPxUefXGFcWpoNM2dQ85hWGXznnwNKm04OFaZng7fl75q6ZvL+29fODuysumqzmdYv9q3y/cPgF3bxyq9k27c2GfiYX62t99iGyxi9+5aL/3B0xLDgpGcS/7heNMLobbtFm8GM/J4/otZgD3e3VaKK7HvculGa4vWSfESd5Sa9HgzbNNz3AfY5FeCxShjP46snaIXnbpm1r3mTSokzDZh094xr1Rq980/3AC9syfpt4Yo5Z3Uu/3PwDXqZ5RphoLmGewljCrcbP8lUTarmQ+aPu8FvdkAtam79i/SjPuhD7hG83Z8j/2Zqi+wSNwyAdsyPZ/vtb8rquWfjV3DLWJ4wVvQr111gb+G25DtZLzEHE1A0MdFcBHXOMRdew+2yJu2D6+oe8WNvYN3gF5gSY9oteS413brXuHg/T3vjWuaR1674JpNpVfA9jJTmO/KlcMfjAJ8L0+fNdX6n9dfqV9UWNj9Fpf2S9wDwlu5+n73/0us/aD7ZZq9jj/j2crHPB4sP9gfvQxz1rCgPXnKq41Hj80l5a/Vb9dl5bTirdsj449hVnxKudA27EzRoOFab/+/k6ff8nWG3Cx9cYVBkpBWzvk2TpEjYBhmTLEJcg0lEfPAxBYN0QVF5sIdmWtkC1JHFLIA5+D/ics1N9f/2iCB74ZjkCWOa0TvQWO9O989LyR8NVm+GAH/wsm/oGX3Q8TF7xeL0QqXgZ2wqX/LSBJn2Nt+3fSYUW/+/79PXTY2l18zXkoR5c/BRcus/wK3yDLuZs5JflbBCD+F3ZFZfEr37Qavlur5l/HR/ri71W8VOdZRHv60S57raVsLtgvmFeW/9cP2ogP2CNKGsW+LWItaia2hAhe2QOe44W3N32NNac4339Ga21ozxjKM53C3C0bs1zuKwDHRtzozj2dna1DHHvzOFaAPS8W6DgeHW/7IPuf/9CX6R7NB/J7MY88wh1ASSFjvpAK3km64haJwpnfa7p2HLseE2o7RTHmR8e4GTvE+zCm1kHFE6/vwemoGmRC1Es29pX1+Fz1xS7VtpckHiIfoVlHg9wMObVcrYzVqj/GueHClMLSC26RKJaZAqR8eQ2iVYDhrJKtxQUSr9BMyGaFnLUrTaZYNx4ozQ2pUCQROJu65ses9svGh5gpOayOMjk1Xb01SwWWnLLVbELn3Trp7sSfzuBisbOKfFTMUPOhP0CBuSoqcvyVddX+4axjvJowK2YPnRUuud5YTdtbTcaq2NKnKj5B7Y1X+N8ivNM2yFcKofZTi+afCGkPYmuHL4qxHbsnDe5EOmTNoWTGoETuix5PJg/zg7FAP0UK/VodEuvwyAds6OzrWMwi3WkVvFLumX+RcLU5ux7QaVTuhe6acxsboqas49D3Jo/0q/iQrEzeab6p4C87hV/jrtB7oRm98iygoKvF5igleOFOQ2+RLEE250fGAP9YGV46nhokn6uoSzZ1v4AhqZjdOJlrS9at95vumzVb3zm/tH8ItlZnrn8BR4W8UBvkStpd20Gt8jd63isMGVnTEEiRZkj1SdAd9putF7WJUAtXuWTn17g/KbTbRXdMq4f64QMAuSC2JW5sxHOhm/GGWvT+No4tBRglG7CKj7ZCSUydNzjE46LztnnaIJxm4+ltk/9hXu6k/BV7yYQPvY94osKX7SHuUbnkoMmR4QXvEtwSR48NzqWxX4tfNgv3AT06IjTLgELVGvUPM/8cn2jfArbtR0yr3O+zOWWe9EC2jDHJw5fFdN2aiPGPlbXWt34wD+yLXnSfCANzo6NwSTWDYHlCjpmp852sSX4Rnw1lRyD7hf5J2PneVY1OPtNczuJMMx1R3wRxvGcaMa2ngxxL3I44Itzoq0rMwBet8udQL/EgzUHedktRrwNPkz1QXBWxit70jvkK8p/vcf2uQX+T/0Qo/0Y5VDptXNN7184Z2Xu0jHcO7u5egZ4pYW+OudY+z4SQZzd7zo48BnxKd6DPFB55uIBPLg+HY+Khg+IV9pdW4BbZO9xPFCYmg3IblCOuDjIxemiqyeSl3UJgGwxqSYRh0R73ajK3kWhPhdENUBfeJyQTPVWPSanlwd9kV/UPfQNxga2eu+Cgy646Yx9wEJRcgEKU/RZfmcrbcQv/96L5P99nb7+Eb7xBwUPqnNcdInE2s89sRWtW4+kWxXQKm4dc6jPzR+UsvOF+nTbzC/Xp3CBnbDdc6pzuPTv3yC6XYevds3zrI8fnWmcq3lU+JQcdcUF892LqHmsOyKHoXeNz1wu6BiM+GKFHEO9Nip5pzuAsUFG6RQV03HaBxly0ePQvret4jIctwWd161yZxUPMhHOu2J7a56NkRZ8La9RcOY39dk7f9DW+QP/J36gWTkPc4g7/VqJsnguurYfAW8dZH3RXGn+umwdPPV5taYY1C4ewANw30ZFbYP6xXE2xd0s3OzkcGHaikl2bP07qCavXCwB6306+Dyx4fdyaihf2PHUGLWVkZxMdpI1pXpcke13GJrY4MQmKl+3ok3rLgsQcOZ0Gnnp35REhkMZy0fS2zdV7KKE3f5ps4zUPvq2wiF8qjcTiGx+0Q/n6feY5BvdOW3xKX70u6CItp+zDvpjhsY14Gi6urycuQkqHXhkvLM4oXA/Zy7bXZbqB2DhfoMXRvMfEuhFEXpN0WtjMPNLy5Ycc5sOmQrzrPjR56q5C0hcDX3q+GdnGh9I1jWm2x7MDxiCp1rvxG8eZOaPylmJZZ9Dq1gLDsbQckJaF0fDKesweTTKkxLDjlPW0i5feOjXARbmHXQEInG+zXVbPwK1NQfNB7xQMGgc4l7k8PRDfWDHNKlcqDnb5oTFVNcWzf84r5Xu9o0QrK0Gi780eY0CJs+wS/bTjlPr6XkN3LKv27GxjnDtID50/ql8Yw51v8Y+uwK8Vaz7Utc2mGtl/nSfNOYSt3AtZd2aM8+pwenigTwUW6N4oCbFFfrYuF7hRm23OT9QmErQ5Cuir9N3uwVewHPQ6u8NiUAiqG8q6GAhRvXJhK5f2/JfprUFXYgU24PCsU76cvdGJy5i4/4WJPnxdNVd/xq2JwDi9udTvXInsXJCCaw5m/vldLMemSQl6fFO1bCYcwnf/eCFb/PXIGUc40L+xE9o09ijWEhb9QPGyh1W9M3Fo+aLaxcsjXO9yUWTtrMhZzUuCpP0TY6Yw8TpD/1VqcSrjBO+xTc1B+oGKX12wdNjvd6Ii2IVc4V4J//6eB0rmWPSX8YiTpZvcxN1y9jRvB9xZ3Q03VIsd71jHyPdqFf+ylf71bn2H0SQ7/IX3ZKzHpeONdrt2Ifz00JX6xiNF8xFcJXDiJsKpO+/dr20647WT1Z0Tki/HVd80zGxMjK2YNd69dysEid6GL71ufSt/6/1i+0Sj3EOk16Le08O49iv0y+tA7B2rONh9iAsyjasKXNWiu86RnXEZF8oEuiXnh99DQBuGatwPkdVes08afOe7MJci+4CLubI2DrgrULdl4oK/ire/9QEMe9fU6Z55uJheRjHI9JLa1uPu8Ft9oAxX7fpOVSYXg6iJfxymlOTZcBPRCuR15aBOonbQmn787ox4BZT2WT3bFBNW54QAxGnb8QMF3JQ2L2R6+lqMvCWDDxEYVo+1ebGdYsM5EU+C6zNVLc7LsnZJs6YL1NEZGGxibqx0LsWpuR3/casP3RtTFP2JAPJwGswcLfCVH2dYW7Tvwa1D+iF+UrpAREmpKdnAL8iql9bm0L16V28tQPvWpjemue0lwwkAw/BwN0K04fwPkEkA8lAMpAMJAPJQDKQDDwMA1mYPkwoEkgykAwkA8lAMpAMJAPvzUAWpu8d//Q+GUgGkoFkIBlIBpKBh2EgC9OHCUUCSQaSgWQgGUgGkoFk4L0ZyML0veN/H+93P9/uPjAfyupBzuiPDfsz7B7Ks4uDkScp4HMqL25koLD8Uad+5uJA9Pzmg7lwvuHBSMajn2s5kHyw5vocyPzjvDguu/7o7hIshOoAABIdSURBVLUf+XjPNSUOzmu3ZmH62vG9rHe7FqqJ6UfbWCdQH6brIGcXK0zlET74wgL1oof7M3ZkEznK02MWpld+dvGRwvRSa8pZaTcrTK/M2Vl4bzxoV2yeuzBdzfsja8qNo/YS5rIwfYkw3siJXQvVBNPBImui+XW7DnK2Wnj3E1c27le7C3t5nvYzuxyxOxceuMi61JqyJG2vwANztteVc+V3xea1C9NzKcxx5zFwsDAtk7e/xg8fku8TVS36bXGtn1rxQco0Icxr9+w7au0rt/oGGW2YUduMMOMXftUzw11VyqerwgtyMrMpfcAHceIe7G76ERupYO7q8yPVK8ioU4/tnNVx9fWrEs/Wzz53ndKvYzTRHeDSY8X30XESDx6ibbf3Uo/UQbvkJMZMfwWsdTdOmg6DzeQt6e984Ve8ZRzZ6jLY72NpOUPMtm/Ta1ybD+ecFPyeD/96Tp/DA3uUu3+/6yso5fV+9jWVOh5aN/YZLutrNQlv57u/ZlJzCTHD+WfmlsoTNUfsnCeuCA/iszIDTqTZ2NbxNjkIawL62vPQ/KzD6FZ+if3BEfW7XOB4/qrXmTYZxRfwreaP8QtjQXhCHZVXsk08oAyMV/GGdlKLPnnOoryP2gaErZpnnNWxGp/P86mJRawVL7gnT5VSJ+U2zNlgrNXt8sxga7mytO3XSqfb7H2yR1hMLd4tJ3DOxlyP40F5sZr3qN+udSvHzfyAeS/rP/HQ8Rn8im/TtzJ95f5DhSkHtQXQIq2J+l9vJ4JasrUFQwgpASoJhedlvLZlFwItz7IYJLYldjqe0dn/fr5O3w23sTXFLROkbzoOy8hobf/928dKIdknWfGzcWh1caKN/DR+1InadEuSSjwjzkgGeW32F7qtLr5GP5ui8GQaj+i9yaGWuLFN2uq3jtfCr1Pp18VRt6N1yfvGxe86Fj48MJYR/5YzjpfoqrohNkrXQY66R3hmuZE+PRclh4c5K8PoWHOwL6bkH+nrOT2fH6JMj5FWjgfwbeNDcmqNkoF8/D19SWzo2vDfRG2cuENiLX6MuGta9Mli/qzmB25SWjFdbfTLD1QtIW81nm1+RJxRG+QtKtU5bDkz16xb+JX4UMFb54jlsBriHMC4NgBFf1sfW7ufa6VABtsgu/t0wZnN2ZLTfR2Y21vE2sZnEhtvp8z7xne4vwDOMF7ncrjwq2KZrUFh/ionJ2sK5K+OR8mhj7Z+mZydrjfKeHgxn/diu9dcaj7Z+WBjH1q8XePxwlQmvsPsA6mCz8T0OxY0HPv1gkEkQ9LSWEgGGqvltW3d54AuG9T4BW7yQS9mGsvSmBFwnBi/u7hP+t5X7y6YscovtwgVfcoXJ1MtLOKBPvAI5hAWKQV0faFw17wZbW4rbYRNjUVsC7+GxQkbpbjbXEBOy3nbtGkM8LvijPpVbLCAQx8qAU7fiphlf5xvHBuTZ+jXVG3o/3z+xH7FY2zelIJC52GsL0Id24h0RoWhwxKZqG0OUxBfHO51Y96hZHQ+8CsShTaHkfognkU00O1kRCnJ6tgofcwB7AlhIYT9MQeeK7Efy0d+jHWIrh1HxwdyRud23s9wruyi7kCPwzLTh7qKXM+JotsWhqv+mbV5n8bC8bFrklHQsZiOdql1lmZqm8XDc2pzheyq/afZ23+idRfbo/2FZHU8PNb9CC434lBhSjCYWLptD3ciCjwfSBX8xeKqFniSxcSiCVNtqiN88u22iHBcoDaQx9jw6yX4Sn2KuyaDw7bDfuCbJBBzDT5qT6JJAhKBXuZO9LlFqPgitlmTk6n6F7p7LKr8lEPALKezeLCM5l0XbKIkPjpsKLbwa77g+fzXBUrBPMLqcCnOtL99DtQ8U7LFIacP/TzrPMgP9wGxKh7ljbULch2v4TGIicpR1mnGVDt64ZavgnXx0+1acHqtK5wH8zrgXse96HVYvLnW4jBZG3w9WK9YyzrXeg6RnsCvhiY+cRhJDOJZRgVxcTJVf+ST+nqYdPW7QWwLC9mRXgN/HIc1ZyXvSG4/XwZGv3S4kTM8lyFznCIlR4pTHOtAj8MiWqKjx9ZzItCtbkSVWI7WwsiabRv7Veet7HN2YL3uWAcC+MG/iXif9Vz3fvt8KzISk10cRHOk+eltN9imbhPbdNxlHxVe+PxwYdrxlOTqm4QPmgq+XVy7onrWiaVgdr3RgucG90WR7GBRG4jqJuuHuRs7xd0xa50br2qiYXIgZz6pUe/C9mqRcf2BPidT7Y/aazf6wE1TDtEnOl/Ew4oHHFoRvHbYsHPhl994cXDBjbEUX0pbwC8Md7gUZ/Ox6kNd1en0ga3zTgsGNS+lMDXzjfPWtIU2ge+OF9aRILZdDjXCGGh280dxWgRjfXUNwMIn3KjiYldvVsWOwwI47anDpHBvmR/jfGEcW/yyoMy1w0j9EM8iHsTFyVTFykdjjC+LT8NNdaTXqBrHYcwZqxD9hHNLbhu7w0vR2wSQsxLr8ZrSBoUn81gH/josodraiDhLU8+JoluvFdgW2J6ZMn1zv8z+bcbKZccqLfbo/dPruchjjLxf43yTtWNrcVjsIKdat7ctCOm49helb39+wcIUE41dV7e5S/LAJ9zlwlMS6vPn9/T9R9/VkITAoHjqKp4/nzs/BWBi9WRpt8QXuP0k8ciGLawbPn3TwoB3Bbh/nLhz2z6RFQ6zCIW6LL6mYK6bdbXFu8j23yI1JYOTRTzcKCPv+nXDfILO/VrlIenGr2k0D/OFQ8t6zsL4NNc0B0UW5l6VY3xnf0q2870qdTmqsTSI0QnkYI8Lja9zwuafnR9NJ4xpbcEGxfr02qJ574Nte+EO5qqIBjqPFqbaduGzzx/Db+W/rVcVF+Ntd1MEbOWkzU25Kxz41YeEZz1e0A3xLK1BXGxM2/CSX9aP1u10t55ysuqv4sxtwAt1jzgrQ1f7S8UvuVvtLQ8Ot+aMMUG8dG7MtVtZ1gX4lL+SR2Brrl3jJFnSJ3s028YPQOQnXLv+uTHVu/KrfFAf75ukzOpQBvjC+0fN83iUHMAPEmxnkG+yn6C8xyEthAd8kng13d62jOQj879/nisdV7w4UJjKxIOvBhopFTE7X/v//qpEje7qeD8L+fHiVPvga3Mb0HOTvYwTv75O3z+f/a/jOQH0ZmZx6/G6OLGy9rosFtX2n+/TN0xulpUEFL/NwmFty8JQ7Ew4w1ix7thHrR9lJrrlj4RYL00GksWxlgV9bW2qeNQ7qnjnRPusddkrXDxtX7me+UUStl/7peKpfF4sHBs407yYPMN41qctWF4Em503MQ+2teC3OlnK5GgoY9XRNWGu+dzjQvz2BVQwc7zt/ECfZX7AWOYL16hwLpt1rcnrOH/+fCtcLhZqDvlYOywRH60NMfn5o22b9arpsPj/V3tsu/arDQ9P9FiZgy3eEM8ynOR7LEWlxf8rHWoOlDWx6Q76yH7LZWe7KaUypD75Qdb4emyxFlntX7dd+gtuPd9lJB3Fr4YJO0fnDrfnTM0BtaaMlEq79cfGGvu/Tr80P8z+Ipr8McaJnAkfJU9WedCLWm/LtiBuGmf9ghtMsi44v0xOSC4s1hRCMo7Hat5r3MQL8mW9tNeaTzvvvW07vvz8BefAOJfd2Cs3HChMr4zsAuo5cJJgF9D30ircgvjS3qZzyUAy8MwMROsVFxG321yX+wvj8QXYM9Oe2JOBWzDwuoUp3w3JRWFzEkUL/ebBKZgMJAPJwO0Y4KLQ3PXiO1em7WqIpvuL3AnL/edq/Kfil2bg9QpTXjDK7eldX6G8dJg3OJeF6QaSUiQZSAYegwHz1St9RXuLojT3l8cIf6J4aQZerzB96XClc8lAMpAMJAPJQDKQDLwuA1mYvm5s07NkIBlIBpKBZCAZSAaeioEsTJ8qXAk2GUgGkoFkIBlIBpKB12UgC9PXjW16lgwkA8lAMpAMJAPJwFMxcL/C9MaP9niqqIzAwg/v8eHEI/FrtJdnto3/2tQ+W60/k/AaaFJnMpAMJAPJQDKQDLwSA4cLUypU9jwUtpF378L0mf8KnQvU2z2vr8WsPUx4UJgyrkEfKsnzZCAZSAaSgWQgGUgGAgayMA1IefimOxamU26eudifOpadyUAykAwkA8lAMnALBs4uTPVXtvBaK/WmJXnQcPDKN3PHVPT1u6/mOXVOb31l2vAVYwP61NfhgFu92s3g3vN8PCnO0I7CPvOrYBYu5BV/7nmsw8LU6Ha4F35xTDonPRb2lW7x3VrG7WwWTEpXfSWgbhvEi5uNXy5W+i6tuos/i4fJQTbl2jRnHfNRv8p4im35eQTxrv3Qr4wzffDKQ58npJvkEbuO2SzHqI/87LjgVY/LeJAA2g2+UZnlGevP/yUDyUAykAy8KwNnF6ZCmCoCpLEef//iZlg2q1ZkQQFQNkmUrZt1K+hsESAbn4wxug2O8JLsuyKKJK2tcv3RsITaemPbdCs2LiJ7UcGbfdNlbcn7lcWvrladDQrT//18nb7/E0mvexarUkx0nKLFHQPbWMBIkYTv/XUFq+HE2TANPL5xZjq5CNK4lZ/TePi80bYsh1r+mF81r+D9yCo3LEcwX5iBIA6dGdHdeVG6rS6+7rLsF+CyfmqOutVyNudsc55ZtXmdDCQDyUAy8BYMXLUwtQz6guHr9P3zefJ/yEMFgCnOaPNshST1942U7Cjd1nB0rfSBgN20qWtaBMBYOjWbvBS6pSDf4pe9O2X078BjCwguThqHVm8puvodQdtfrydc2AKma9Dxsri6XHzG8jYfmqjWTc0qF6bxqB8EWtFLRRXkFflq+NLYtW3d1wAOTmrx2GzX3Kn2SJeORZFvH+w4DqNcMbKEoOV76dO6NWfODxNz7h/FYxNnwV3UAUvZnAwkA8lAMvBeDFy3MOWioH81jHfR1NeUuDkT/3XTxbtvfN6KBF0Q0BBVjGyJYduojXDUbjZmM0JfRuNFYuUX90NhJOPscYQn0q+4rcVQ/flDK3JEvxpvPhgombiPC5YWIxlQjj0+hGGDj3q4+lpZF1WLXJjFg2wgl3SO+Gms/FQEj8Dp+X4FxSP4THoj2ypmiA9x17v+XpbiFtvtfthi3XBUMSI+FQ/ENOBMz+84l4CKPE0GkoFkIBl4IwauV5jWIgc3R9z8SmFKmxIVFuYOChYLYTAWxUg4xjSOChbeWM1mGbUZde1ypJcEzvCr6cWTUI/n0d35cjpGd9wmPykIbRfFs8K03bGj8aqIQlBbzq2fi1yYxYPN9UKN8Lsia4VV9O/2q9uNvFZzJRIwbVwoNqyBbsHpfqpCioq8+O7yZhJz+T2pjG1xNvhGl2xrdPd1NCjbk4FkIBlIBl6WgcOF6bAY4c0M7ozRxogFKF/XApBlsUgqG+X4d52LYmRLuCy+NsYWPnrTbmKjk1YARAIrv8qd3/6ThUjHqMAtuNsHgcrpnEPk3NjC+GAX6zWFe+0f5gL3Vx7/fJ4aRtS7+dzGQ/tdCh34oDONRzFKYz5/fk/ff6xfNhcikOf6VcYNuWD+Yf5EpqFNc291az8KR+CriTX3w13h+QeqOB6tUAWM4amxzTKSu63QDkdmYzKQDCQDycALMnC4MJW7Le1rR9jQ8Os+Kra+8ZmndkPi649TL6TKhtf0YlG7+oOXjYEqG7R8ZQobtfmr4o5pg2LyY7qhzvwq+hVvH7141Hg9bt1ff7/b4lGKk5hP+W2s6KSjLoq0bpFDzupd1onvRYces2bU8+XiIblDXx3//dU/61jGgxBUbhpXiMrzZovJI35ZXWhZ/dyFvxbv3Pl49D43J9XcKRb0+CDWyIX6MLIhHsInfJXf/MRYcb+2zeiyMFVpkBfJQDKQDLwTAxcoTN+JrvT1CANcDGHBc0TZA419PL9K8diKwQfiKqEkA8lAMpAMJAMzBrIwnbGTfZdjgO+CBXfHLmfhPpoe0q8sTO+TDGk1GUgGkoFk4CgDWZgeZTDHzxmQr2XhJwnzAU/S+9B+ZWH6JFmUMJOBZCAZSAYMA1mYGkLyMhlIBpKBZCAZSAaSgWTgPgxkYXof3tNqMpAMJAPJQDKQDCQDyYBhIAtTQ0heJgPJQDKQDCQDyUAykAzch4EsTO/De1pNBpKBZCAZSAaSgWQgGTAMZGFqCMnLZCAZSAaSgWQgGUgGkoH7MJCF6X14T6vJQDKQDCQDyUAykAwkA4aB/wMjzrCjm6+vPAAAAABJRU5ErkJggg==" /> </div><div><br /></div><div>So essentially we know the 13.3% is BS, but I'm also saying the claim that unemployment is only 3% higher is <b>also</b> BS!</div><div><br /></div><div>This is easily provable by just looking at the governments OWN numbers. We don't need a 'survey'. Obviously a subset of the total unemployed will receive unemployment insurance and this number can be found from the <a href="https://oui.doleta.gov/unemploy/DataDashboard.asp" target="_blank">Department of Labor</a>. On June 4th, they released their most recent advanced figure on claims. Finalized numbers on all people that received unemployment benefits are reported with a 2 week lag, so this report showed those claiming Unemployment Insurance benefits as of the week ending May 16th. This roughly lines up with the date of the household survey, which is done around the middle of every month. Below is a look at the number of unemployed based on the household survey vs the number of unemployed based only on those receiving unemployment benefits (This is primarily made up completely from those receiving regular state unemployment benefits and Pandemic Unemployment Assistance). Here is what we see since the start of the year. I used the 3rd week of every month as the date to represent the household survey and filled the in between dates using trend.</div><div><br /></div><div style="text-align: center;"><img height="446" 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" width="640" /></div><div><br /></div><div>And here is another look at that data but translating that to an implied unemployment rate rather than total number of people</div><div><br /></div><div style="text-align: center;"><img height="453" src="data:image/png;base64,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" width="640" /></div><div> </div><div>As you can see, obviously not every unemployed person is going to receive unemployment insurance and generally the total number of unemployed had been 3-4 million higher which translated to about a 2-3% higher unemployment rate than implied by solely looking at those getting benefits. And as you can see that trend stood even after the new Pandemic Unemployment Assistance went into effect in April. </div><div><br /></div><div>It is CLEAR that this most recent unemployment report based off the household survey is complete BS. Looking only at insured unemployed we can tell that total unemployment went UP dramatically from April's report to May's report. Unemployment only started dropping slightly starting May 9th. </div><div><br /></div><div>Even if we were to conservatively and stupidly assume that every unemployed person receives benefits then the unemployment rate stood at 18.9% around the time of the household survey....not 13.3%. And if we added the regular 3-4 million uninsured unemployed that existed in every prior report this year we would have an unemployment rate more like 21-22%.</div><div><br /></div><div>So let's just call this household survey what it is.....Bullshit.</div></div>The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com408tag:blogger.com,1999:blog-2792719804054822642.post-90920983772054483512020-03-07T13:22:00.002-08:002020-03-07T13:25:15.784-08:00Why is the CDC Suppressing Coronavirus testing in Washington State?<div style="text-align: left;">
As many of you may know, Washington State has been ground zero for the COVID-19 coronavirus outbreak in the US. As of this writing 16 of the 17 deaths in the US are from Washington State (and 15 from a single county in the state). Below is total attributed deaths worldwide. You can view the <a href="https://www.arcgis.com/apps/opsdashboard/index.html?fbclid=IwAR0J_kIT_rrdBrBNe812oVYXl9hQgNjNwMDyp9Yr3UsC0tmaBPXI8fVuSEc#/bda7594740fd40299423467b48e9ecf6" target="_blank">most recent numbers here</a>.</div>
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Washington State also makes up the largest portion of confirmed cases in the US.</div>
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These numbers will change by the time I post this since some more limited testing is finally starting to take place but in reality these 'confirmed' numbers are pretty useless at this point because they are grossly under-reported due to a <a href="https://www.theatlantic.com/health/archive/2020/03/how-many-americans-have-been-tested-coronavirus/607597/" target="_blank">complete</a> and <a href="http://www.cidrap.umn.edu/news-perspective/2020/02/cdc-warns-us-covid-19-spread-labs-frustrated-over-lack-tests" target="_blank">total</a> lack of <a href="https://www.politico.com/news/2020/03/06/coronavirus-testing-failure-123166" target="_blank">testing</a>.</div>
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It wasn't only a problem of test kits....it was also a problem of <a href="https://thehill.com/policy/healthcare/public-global-health/485311-cdc-testing-limits-delayed-finding-coronavirus-cases" target="_blank">policy</a>.</div>
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Until very recently the CDC only allowed people to be tested if they had visited an affected foreign country or could prove they were in contact with someone who had. A completely idiotic policy.</div>
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"The new criteria allow people to be tested who have severe respiratory illness with no other explanation, even if they have not traveled to affected countries or have been in contact with a known coronavirus patient, he noted."</blockquote>
Ok, that sounds promising right? It's obviously on US soil so we should be testing a much broader range of people to better gauge the spread, right? However, not even a week later local hospitals are ALREADY putting a break on testing at the guidance of the CDC for a completely opposite reason.<br />
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H/T to twitter user <span style="font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; font-size: inherit; font-style: inherit; font-weight: inherit; white-space: inherit;"><a href="https://twitter.com/Noneya_Mindyers" target="_blank">@Noneya_Mindyers</a></span><span style="color: inherit; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; font-size: inherit; font-style: inherit; font-weight: inherit; white-space: inherit;"> </span><span style="font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; font-size: inherit; font-style: inherit; font-weight: inherit; white-space: inherit;">(highlighting is mine)</span><br />
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That is from <a href="https://www.evergreenhealth.com/" target="_blank">EvergreenHealth</a> which includes the hospital in Kirkland, WA where the majority of <a href="https://www.king5.com/article/news/health/coronavirus/coronavirus-covid-19-deaths-cases-washington-state/281-68179a8d-9ea9-461a-9077-1f32675b802b" target="_blank">Coronavirus deaths in the region</a> have occurred. EvergreenHealth also has a network of outpatient clinics and urgent care locations throughout the region.</div>
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So at first the CDC doesn't want people tested because they don't think it has spread enough to warrant testing unless you have traveled.....but NOW they don't want people tested because IT HAS SPREAD TOO MUCH?!? </div>
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After seeing that post I went to look for myself and saw the message described in that tweet. But now this is what you get....</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjsjfyMUvXV9Vpnj4-oMhTaC5x2v6fTJ7BvxHFpkmmSW0VClcB-S9wJXjHIM4e1fNuScrCgNDZICvVihCykJ9kuhXPWxBydvlpU5si-36JNZJ0E4URCUzZaSYAl2jAzmzotiefvp4g6YmQ/s1600/SOrry.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="458" data-original-width="975" height="299" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjsjfyMUvXV9Vpnj4-oMhTaC5x2v6fTJ7BvxHFpkmmSW0VClcB-S9wJXjHIM4e1fNuScrCgNDZICvVihCykJ9kuhXPWxBydvlpU5si-36JNZJ0E4URCUzZaSYAl2jAzmzotiefvp4g6YmQ/s640/SOrry.png" width="640" /></a></div>
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However, google still has it indexed</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGN6tSWapgSrVciILHhfZ7XfcXnRRjgj0vpmFP9-lqGVefti82VLH1nXkrCFjC59fGu8WYR3dRp-Yn9K5tPr7Rv6b1NP-N5m2zo8a8j9IEmKTWis7DPPDm_kyCusssPl6A0rFKUqA3F4g/s1600/indexed.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="189" data-original-width="925" height="130" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGN6tSWapgSrVciILHhfZ7XfcXnRRjgj0vpmFP9-lqGVefti82VLH1nXkrCFjC59fGu8WYR3dRp-Yn9K5tPr7Rv6b1NP-N5m2zo8a8j9IEmKTWis7DPPDm_kyCusssPl6A0rFKUqA3F4g/s640/indexed.png" width="640" /></a></div>
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And fortunately the internet rarely forgets. While I wasn't able to pull-up that exact page....I was able to get their Community Message for 3-4-20 from the way-back machine internet archive which contained largely the same message <a href="https://web.archive.org/web/20200307153209/http://www.evergreenhealth.com/community-message-3420">https://web.archive.org/web/20200307153209/http://www.evergreenhealth.com/community-message-3420</a></div>
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The more concerning questions is WHY WAS THIS MESSAGE DELETED? I have received no response via twitter. It doesn't appear that it is because this policy has been reversed....it appears that it was deleted because it had received attention and they don't want the policy on public display. </div>
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Why is the CDC so set on limiting testing? Would love for EvergreenHealth to clear up this confusion.....As they should know, communication is key during a public health crisis.</div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com143tag:blogger.com,1999:blog-2792719804054822642.post-32252618307076069112020-02-08T12:26:00.001-08:002020-02-08T15:43:37.568-08:00Obama Dominated Trump In Job GrowthTrump loves to pretend job growth has been unprecedented under his watch. However, pesky facts tell another story. I looked at <a href="https://data.bls.gov/timeseries/CES0000000001?output_view=net_1mth" target="_blank">job growth</a> for every monthly rolling 3-year period starting when Obama took office in the depths of the Financial Crisis in 2009.<br />
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Just The Facts......The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com752tag:blogger.com,1999:blog-2792719804054822642.post-4143973724068184392019-04-14T14:13:00.000-07:002019-04-14T15:25:35.425-07:00Trump on Unemployment. Then vs Now. Don't Forget....Very little time goes by these days without Trump bragging about the official unemployment numbers.........<br />
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This despite the fact he went around his whole campaign attacking those numbers as "Fake" and "Phony" because it had been falling under Obama......</div>
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Just another day in Trump gaslighting the American people. The reality is the unemployment rate is correct, people just need to understand the nuances in the way in which it is measured (which is why there are so many <a href="https://www.bls.gov/news.release/empsit.t15.htm" target="_blank">different variations</a>). However, regardless of how you measure it....It's all going to point to some variation of this....showing Trump has had NO EFFECT on the trend....</div>
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Chart via <span style="color: inherit; font-family: , , "blinkmacsystemfont" , "segoe ui" , "roboto" , "ubuntu" , "helvetica neue" , sans-serif; font-size: inherit; font-style: inherit; font-weight: inherit; white-space: inherit;"><a href="https://twitter.com/TBPInvictus" target="_blank">@TBPInvictus</a></span></div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com410tag:blogger.com,1999:blog-2792719804054822642.post-41903766336675905982018-02-04T12:27:00.001-08:002018-02-04T16:20:13.882-08:00Trump Predicted His Own Investigation Throughout Campaign....In an odd way...<div class="separator" style="clear: both; text-align: center;">
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<br />The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com182tag:blogger.com,1999:blog-2792719804054822642.post-41994582941202892352017-12-02T18:40:00.001-08:002017-12-02T19:24:02.856-08:00But Trump, it IS Collusion and Lies....Lots of Lies<iframe allowfullscreen="" frameborder="0" height="410" src="https://www.youtube.com/embed/nDkCQsKSUGo" width="728"></iframe>The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com375tag:blogger.com,1999:blog-2792719804054822642.post-41439714419217084562017-11-11T12:59:00.007-08:002017-11-11T13:00:50.708-08:00Some Serious Thoughts on BitcoinIs Bitcoin in a bubble? Here are some things to consider....provided without comment.....<br />
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<br />The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com212tag:blogger.com,1999:blog-2792719804054822642.post-18515012231985558312017-04-29T11:01:00.000-07:002017-04-29T11:08:35.996-07:00How Global Investor Allocations Have Changed Since the Financial Crisis<div class="separator" style="clear: both; text-align: left;">
Here are some charts I put together using global Morningstar data on all worldwide open-end funds, ETFs and Money Markets. </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8Z-FlDttBXMNftbzWuM4taSXKJY_C6G1a5RxfOp2CAlfxG8Q1MsNvtfFWyssI5uSpak0PHO5OaLyDUV-ObAoT7h_g19Sr9iyYMFlmk9pqCJPzWls7i2LaW7-1aXsgTkNHHOGWcKzws6U/s1600/Fund+assets.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="332" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8Z-FlDttBXMNftbzWuM4taSXKJY_C6G1a5RxfOp2CAlfxG8Q1MsNvtfFWyssI5uSpak0PHO5OaLyDUV-ObAoT7h_g19Sr9iyYMFlmk9pqCJPzWls7i2LaW7-1aXsgTkNHHOGWcKzws6U/s640/Fund+assets.JPG" width="640" /></a></div>
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To better illustrate the change in values I have segmented the period prior to the Global Financial Crisis, the bottom of the Global Financial Crisis and Today.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4z6Ize34t_GRHnG9ka8sZU7hOLNooWnvz0hbW__BMw3CslFxOPKcv3zCpeZSF-8GuudH8VVfSTKO-f5W_HsOFz566tSz66N9lqkeAJvhh33jHr2JQYojg57s9HKW4pjCHgYT3jdVIhzY/s1600/Global+investor+allocations.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="348" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4z6Ize34t_GRHnG9ka8sZU7hOLNooWnvz0hbW__BMw3CslFxOPKcv3zCpeZSF-8GuudH8VVfSTKO-f5W_HsOFz566tSz66N9lqkeAJvhh33jHr2JQYojg57s9HKW4pjCHgYT3jdVIhzY/s640/Global+investor+allocations.JPG" width="640" /></a></div>
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Total worldwide fund assets have grown from about 15 Trillion prior to the Global Financial Crisis to over 30 Trillion today. Meanwhile, as the chart below illustrates, despite the never ending talk of mysterious "cash on the sidelines" the percentage of global fund assets in cash today is lower than prior to the Financial Crisis.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjfXv80_cgazsKj0hEX8MY4skb2MBR7pMizffHVV_X19HMDdCZeOe0LfPZOmP3pL31_5cTPbJPhWWfnVrkBNaoeMvZEiInWbAan-Ac39ksA4PTzJaVeH-ZrXRltwb4rmo26rNevhwVSENQ/s1600/Global+Alloca.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="358" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjfXv80_cgazsKj0hEX8MY4skb2MBR7pMizffHVV_X19HMDdCZeOe0LfPZOmP3pL31_5cTPbJPhWWfnVrkBNaoeMvZEiInWbAan-Ac39ksA4PTzJaVeH-ZrXRltwb4rmo26rNevhwVSENQ/s640/Global+Alloca.JPG" width="640" /></a></div>
Food for thought.<br />
<br />The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com238tag:blogger.com,1999:blog-2792719804054822642.post-21817719584356460592017-02-06T18:50:00.000-08:002017-02-06T19:13:43.490-08:00Where Active Fund Investors Were Flocking to & Fleeing From in 2016We all have heard about the ongoing industry shift from Active to Passive Funds as illustrated below via Morningstar<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizGUO8HqQ2XxiJrwdnZxZFuTsL-v_ENWmvhh17WVEjHRuAfkbM0kTF8jwA2IwSQ7xZNUF7z3IVyQcQ-wsGPYaC7x3VkfVt2kwYRbQq9u7u4QeKDjXupNyffhHkIZr9A3SAx3ws4iOsBK8/s1600/activevspass.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="324" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizGUO8HqQ2XxiJrwdnZxZFuTsL-v_ENWmvhh17WVEjHRuAfkbM0kTF8jwA2IwSQ7xZNUF7z3IVyQcQ-wsGPYaC7x3VkfVt2kwYRbQq9u7u4QeKDjXupNyffhHkIZr9A3SAx3ws4iOsBK8/s640/activevspass.JPG" width="640" /></a></div>
However, despite Active funds as a whole being in net redemptions...there are still net winners and losers. Below I have highlighted the Active Mutual Funds within the largest 15 Morningstar categories with the most net inflow and most net outflows in 2016.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyqC6qaF5PWZc5b7rdH4YpPkohatmSZ91cZ5etGM2ACW9Dvw0UuD642b1T49P2xfiHzWh2ld5itLWWCJ1wETbcpYb_DS0mm7QV4F03p3za8OEROU1hGBwfyVkIsGN_tfVavt-79oOrcsg/s1600/winnerloser.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="472" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyqC6qaF5PWZc5b7rdH4YpPkohatmSZ91cZ5etGM2ACW9Dvw0UuD642b1T49P2xfiHzWh2ld5itLWWCJ1wETbcpYb_DS0mm7QV4F03p3za8OEROU1hGBwfyVkIsGN_tfVavt-79oOrcsg/s640/winnerloser.JPG" width="640" /></a></div>
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While this does tell you investor preference for 2016.....it also might just highlight investor short-termism. While some may have been due to legit concerns about a recent manager departure (Virtus Emerging Markets Opp and Pimco Total Return come to mind). A lot could have simply had to do with bad performance the year before in 2015. In fact, of those listed with the most outflows....11 of the 15 lost to their benchmark in 2015.<br />
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However, it seems investors may be overly focused on shorter term returns, because heading into 2016 12 of those 15 funds with the most outflows had records of 10yrs or more.....and 9 of those 12 beat their benchmarks over that timeframe. While each situation is unique, history says investors shouldn't be given the benefit of the doubt....they historically make <a href="http://www.valuewalk.com/wp-content/uploads/2016/02/SSRN-id2732060.pdf" target="_blank">bad timing decisions</a> when it comes to <a href="http://csinvesting.org/wp-content/uploads/2012/09/hiring-money-managers-or-buy-high-and-sell-low.pdf" target="_blank">hiring or firing managers</a>.<br />
<br />The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com223tag:blogger.com,1999:blog-2792719804054822642.post-82772643271349250852016-12-12T23:14:00.001-08:002016-12-23T20:24:02.365-08:00Why Do Unified Republican Governments Always Lead to Crisis?
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While I believe the purpose of these types of headlines and tweets are to illicit positive emotions, readers would be well advised to look up the DISASTROUS history of extended periods of unified Republican governments. </div>
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In fact, the <b>ONLY 3 PERIODS</b> of extended unified Republican governments going back to 1900 ALL DIRECTLY led to banking crises....Arguably the 3 worst in US History. To be clear, I am defining 'extended' unified governments as anytime they control the House, Senate and White house for at least <b>4 years</b>. This does not include short 2 year stints since it's hard to screw things up that quick (FYI there was only 1 period of that anyway, 1953-1955). <a href="https://en.wikipedia.org/wiki/Divided_government_in_the_United_States" target="_blank">You can look up the periods yourself here</a> and <a href="https://en.wikipedia.org/wiki/Party_divisions_of_United_States_Congresses" target="_blank">more detail here</a>.</div>
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The list of Unified Republican Government crises include the <a href="https://en.wikipedia.org/wiki/Panic_of_1907" target="_blank">Panic of 1907</a>, <a href="https://en.wikipedia.org/wiki/Great_Depression" target="_blank">The Great Depression</a>, and the <a href="https://en.wikipedia.org/wiki/Financial_crisis_of_2007%E2%80%932008" target="_blank">Financial Crisis of 2007-2008</a>. Interestingly, the record of extended Republican control of Congress has also only led to crises. There have only been 4 periods of extended Republican control of Congress (3 of which overlap with the periods of full unified control just mentioned). However, the 4th period (I KID YOU NOT) ended in the <a href="https://en.wikipedia.org/wiki/Dot-com_bubble" target="_blank">2000 DotCom Bust</a> where the Republicans controlled the House and Senate from 1995-2001.</div>
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In short, full Republican control has NO history of making America great...let alone AGAIN. Don't feel like checking out that <a href="https://en.wikipedia.org/wiki/Divided_government_in_the_United_States" target="_blank">history yourself</a>? Here's what you'll find....</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZkmUIZ9AfO0PDXrZrTh-LOiD0GyapKWlHuoeL64-HEp4IHTuQ1bwviDmoFaGd70jqnUh_p4KRFoxykDrH-K0Ji4rFIe4S_ev1N34OheSP0IUIJ3qfVWSUZquXU1QZQlMitR6mlPBTV8Q/s1600/Year1900.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="246" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhZkmUIZ9AfO0PDXrZrTh-LOiD0GyapKWlHuoeL64-HEp4IHTuQ1bwviDmoFaGd70jqnUh_p4KRFoxykDrH-K0Ji4rFIe4S_ev1N34OheSP0IUIJ3qfVWSUZquXU1QZQlMitR6mlPBTV8Q/s320/Year1900.JPG" width="320" /></a></div>
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Technically Republicans took control in 1895 but this graph does not start there. And While I mentioned the <a href="https://en.wikipedia.org/wiki/Panic_of_1907" target="_blank">Panic of 1907</a>......I will just brush off the <a href="https://en.wikipedia.org/wiki/Panic_of_1901" target="_blank">Panic of 1901</a>. Markets fell over 43% before bottoming after both events. How they were not thrown out until 1911 is anyone's guess.</div>
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<a href="https://fred.stlouisfed.org/graph/?g=c8bT" target="_blank"><img border="0" height="254" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhq1UdVn2YgeZVCoIPlYHvuc8JGHgwNV4YSK5NVBOPCDsNF-CbUGU7KrNrsYJ9bIVKgKipb4azL3twHiHgPtBVOnIr-UefCBpjKMXcjx3agzqAW5wuFaeXjiNm_mruloiph9_L6lb8hofI/s640/1907.JPG" width="640" /></a></div>
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Then we have the <a href="https://en.wikipedia.org/wiki/Great_Depression" target="_blank">Great Depression</a> fuelled by the unsustainable laissez-faire polices of the roaring 20's.</div>
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Only led to the greatest market decline in history and total social devastation.....Is that the type of "Great" we want to make again? </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjGJsVDfCNty6hhAalgT6YzayedgFqpCHbEQpfcVtnKuC4InNuGMkLp3WU_EWv1y4yi6O4WJkpg-CoHnkXZS_SrSGRr_zK_un-V5Hkx5ptivRytiY1Ccij2zaTLkeA8jxpA3iKwPws9X0E/s1600/1920+market.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="232" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjGJsVDfCNty6hhAalgT6YzayedgFqpCHbEQpfcVtnKuC4InNuGMkLp3WU_EWv1y4yi6O4WJkpg-CoHnkXZS_SrSGRr_zK_un-V5Hkx5ptivRytiY1Ccij2zaTLkeA8jxpA3iKwPws9X0E/s640/1920+market.JPG" width="640" /></a></div>
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Oh and then we have the <a href="https://en.wikipedia.org/wiki/Financial_crisis_of_2007%E2%80%932008" target="_blank">Financial Crisis of 2007-2008</a>. </div>
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This case meets the minimum for "extended" by getting to 4 years (although technically they almost had 6 full years as only 1 independent tipped the senate democrat in 2001). Again lax regulations created the housing bubble which popped in 2006 and lead to our famous bank failures and financial crisis. (Case Shiller housing price index)</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh-iZt-Ew_CiykSDAHHmJreBBX3hilhNNLUazugM5TJsMR5W_uuZL9AvJcIe9_QQhhhqHXu1jVUtKHRwwxW-iCf3iVH4qXJyB24E5TPw7a5-RQyy0aC30bslGQ8JdPuZz9VSIoh-2G3A50/s1600/house+prices.PNG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="440" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh-iZt-Ew_CiykSDAHHmJreBBX3hilhNNLUazugM5TJsMR5W_uuZL9AvJcIe9_QQhhhqHXu1jVUtKHRwwxW-iCf3iVH4qXJyB24E5TPw7a5-RQyy0aC30bslGQ8JdPuZz9VSIoh-2G3A50/s640/house+prices.PNG" width="640" /></a></div>
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While the Republicans managed to get kicked out of Congress in 2007 the coming disaster was already well in motion by then.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLEF5bvUy04dUydtpdvZq5hfSm9AXIO2fbuG0ydZMgMdvbOdmAX_rMMsUEq7bSvC5A7IycGXg-hSnX-Ymr9bX2A0Ge0GZ8DpS9tFsy61OfTj3eFsSVgdkIE5jgPHAPnCz3nnxMtOeWUjo/s1600/2008market.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="283" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLEF5bvUy04dUydtpdvZq5hfSm9AXIO2fbuG0ydZMgMdvbOdmAX_rMMsUEq7bSvC5A7IycGXg-hSnX-Ymr9bX2A0Ge0GZ8DpS9tFsy61OfTj3eFsSVgdkIE5jgPHAPnCz3nnxMtOeWUjo/s640/2008market.JPG" width="640" /></a></div>
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While that wraps up the History of the 3 worst banking crises in American History...or um....I mean the History of the "Unified Republican Government". It would not be complete without completing it with the final piece to the history of the extended Republican control of Congress....which is only complete with the <a href="https://en.wikipedia.org/wiki/Dot-com_bubble" target="_blank">DotCom Bust of 2000</a>.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjMVgYMWL_kOcHfl51sh1zkfDvhKnz9yNVptow2IrVNjP09YMKp-UR8EoC4cNPpv947EyTHxMZ0w-R5tYKoChK9cvq4zqUVgT97Xt6z_CJc19lZ3DQPFodLPg9eVvphsK1iOnc6z2wsybY/s1600/2000.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="230" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjMVgYMWL_kOcHfl51sh1zkfDvhKnz9yNVptow2IrVNjP09YMKp-UR8EoC4cNPpv947EyTHxMZ0w-R5tYKoChK9cvq4zqUVgT97Xt6z_CJc19lZ3DQPFodLPg9eVvphsK1iOnc6z2wsybY/s400/2000.JPG" width="400" /></a></div>
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There we have it folks! The disastrous history which has accompanied EVERY extended Unified Republican Government (or control of congress) since 1900. Think I'm missing a period that didn't end in disaster? <a href="https://en.wikipedia.org/wiki/Divided_government_in_the_United_States" target="_blank">Check for yourself</a>. I'm not.</div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com48tag:blogger.com,1999:blog-2792719804054822642.post-79453646122775626452016-01-30T15:43:00.002-08:002016-02-03T21:54:14.320-08:00Analyst Price Targets Gone WrongSo I was recently browsing a report by FactSet which aggregates analyst price target data for stocks. So for fun, I went back to <a href="https://dl.dropboxusercontent.com/u/5272982/Target-Rating_US_010615.pdf" target="_blank">last year's report</a> to see what was said and how things turned out.....Results? Ugly.<br />
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First, I looked at their interesting chart which shows the top 10 stocks in the S&P 500 whose price at the start of 2015 was most significantly below its aggregate analyst price target.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhCgxrwhfqDviidiZ9lRORfUrt14KTxWbD4846M01edoKOPNdASxsxmUzVMOq2UHubfCz36wVaMX6PW77BRovFWyw24O9nWlm0zF9hhRIUxy9Fk68Dc0EgJJKHn4uf-UL7D1S7-CPYnYyE/s1600/Top+10+price+targets.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="304" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhCgxrwhfqDviidiZ9lRORfUrt14KTxWbD4846M01edoKOPNdASxsxmUzVMOq2UHubfCz36wVaMX6PW77BRovFWyw24O9nWlm0zF9hhRIUxy9Fk68Dc0EgJJKHn4uf-UL7D1S7-CPYnYyE/s640/Top+10+price+targets.JPG" width="640" /></a></div>
The average of these 10 stocks were <b>45.7%</b> below their price targets. Wow, sounds awesome, why not just make a portfolio of these 10 stocks and roll with it...+47.5% returns here we come! Well, here is how that would have turned out.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipSKSzNZKOkqpz8QmijBiVi30FsLwTCu5l9twe6z4yRMVAeoCdI5EYiwyUoDAXP5Jw90Yw886OaTYkkZF_dNyFT1m2oVZvrgAKF7G-Q2BNyATYuSMaxx5RCr6VCZVTigbkUS8C3zqnJ7E/s1600/Results+2015+factset+best.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipSKSzNZKOkqpz8QmijBiVi30FsLwTCu5l9twe6z4yRMVAeoCdI5EYiwyUoDAXP5Jw90Yw886OaTYkkZF_dNyFT1m2oVZvrgAKF7G-Q2BNyATYuSMaxx5RCr6VCZVTigbkUS8C3zqnJ7E/s320/Results+2015+factset+best.JPG" width="316" /></a></div>
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No, I did not reverse the signs....they actually were THAT bad! They had the average % return correct.....JUST IN THE WRONG DIRECTION!! Remember folks....the S&P 500 returned +1.4% in 2015, if you equal weighted all 500 stocks it still would have been only -2.2%. It's quite a feat to do this badly.</div>
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How about the stocks whose aggregate price targets were most BELOW their starting price in 2015? The stocks they thought would do worst?</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8g2b50_YsaKGo6uN4oCQqn83exnC51yi84qroesdm0bHk80-zyM0ijyHnKzIpX9KaHxm9ONwe4JDnWeGIOS8PhyTqIm3RudqGxcmG1NFE7a-0M7Abaqx35NLyByYtqdKjBDCAV1fh-2M/s1600/Bottom+10+price+targets.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="238" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8g2b50_YsaKGo6uN4oCQqn83exnC51yi84qroesdm0bHk80-zyM0ijyHnKzIpX9KaHxm9ONwe4JDnWeGIOS8PhyTqIm3RudqGxcmG1NFE7a-0M7Abaqx35NLyByYtqdKjBDCAV1fh-2M/s640/Bottom+10+price+targets.JPG" width="640" /></a></div>
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Here, on average, they expected these stocks to decline -12.1%. And the results?</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEit7kBLKgnE_ysSmq-0WSzxCPjmHgRzAJLC_QP9a8LLdCPiGNbe1MF7T0Mk3UPbLIsQc_jEzfrv7B5p_G8IUL-UTbZavE3_WRNiAzanB_u4470YcbGpwn9oPYIAbYbVLKAjV4ziQjP0aGs/s1600/Results+2015+factset+worst.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="297" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEit7kBLKgnE_ysSmq-0WSzxCPjmHgRzAJLC_QP9a8LLdCPiGNbe1MF7T0Mk3UPbLIsQc_jEzfrv7B5p_G8IUL-UTbZavE3_WRNiAzanB_u4470YcbGpwn9oPYIAbYbVLKAjV4ziQjP0aGs/s320/Results+2015+factset+worst.JPG" width="320" /></a></div>
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Well atleast the average fall was close but what I hope your noticing is how much BETTER these did then those expected to perform best. Not only that but this group actually included 4 stocks that were positive and 6 stocks that performed better than the equal weighted S&P 500.</div>
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Lastly, how about just a bottom up look at expected sector returns? What were they saying in 2015?</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhEcFSJVICCq1Qssmv5PJ5Rx4nvA73MWuNbvYoGC_ZY68cOfxYyWhsJLRmbXDijCUoHfwLj1L3hc7dgUHeiUgoOVCa5ECdeZ5-1q1qLFP-4UOev9KzFsSiP3N0BvM6DydIpfgS7TNI1940/s1600/Sector+Ratings.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="326" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhEcFSJVICCq1Qssmv5PJ5Rx4nvA73MWuNbvYoGC_ZY68cOfxYyWhsJLRmbXDijCUoHfwLj1L3hc7dgUHeiUgoOVCa5ECdeZ5-1q1qLFP-4UOev9KzFsSiP3N0BvM6DydIpfgS7TNI1940/s640/Sector+Ratings.JPG" width="640" /></a></div>
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Ok, so they were expecting 6.8% for the S&P and it returned 1.4% but what about if you want to use this to overweight some sectors? How about if you just equal weight the top 5 sectors (Energy, Materials, Industrials, Telecom & Health Care)? That would give you an expected return of 10.0%. Results?</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGc7c2haqHbmofPTBbeVVMgD9_ReGnKBz9SUlBMNxjWVJhjtLYLmfq44KpM12rh3w-L_SN21ONTGZJ5M8_9Q8lUqonZVrxXaT0ifgVQn3UiD8kOq3pRDUYgBZgYdk_gSfcUhQpNo9kPXA/s1600/Sectors+Factset.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="247" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGc7c2haqHbmofPTBbeVVMgD9_ReGnKBz9SUlBMNxjWVJhjtLYLmfq44KpM12rh3w-L_SN21ONTGZJ5M8_9Q8lUqonZVrxXaT0ifgVQn3UiD8kOq3pRDUYgBZgYdk_gSfcUhQpNo9kPXA/s400/Sectors+Factset.JPG" width="400" /></a></div>
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Terrible, enough said.</div>
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<br />The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com42tag:blogger.com,1999:blog-2792719804054822642.post-84916476058369631072015-10-17T17:39:00.000-07:002015-10-17T17:50:36.581-07:00Conflicts of Interest: A Look at Advisors vs Clients Paying Ticket ChargesMore and more Financial Advisors have moved from a commission based compensation arrangement to a Fee-Based arrangement based on a percentage of Assets Under Management (AUM). For example, in a very common setup the advisor will charge 1% per year on the assets of their client. This trend will only continue to grow as the Department of Labor finalizes their "fiduciary rule" and commission based products get pushed to the wayside.<br />
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AUM based pricing theoretically puts both the client and the advisor on the same side of the table. If the clients account goes down 10% then so will the advisors compensation. However, what is often overlooked in the discussion is that there is more then one way in which fee-based AUM pricing is done and what is included.<br />
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For example, Some advisors may charge 1% of AUM and the client will be responsible for the ticket charges incurred for buying or selling funds. Meanwhile, other advisors may absorb the ticket charges and pay for them out of the fee they are charging the client. On the face of things, as a client, you may like the simplicity of the ticket charges being included in the fee. However, what you may not have noticed is the <b>massive</b> conflict-of-interest which that arrangement has introduced into the relationship when it comes to making changes in the portfolio.<br />
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To illustrate, let's assume that each buy or sell of a mutual fund or ETF costs $10 (in reality some funds avoid transaction fees and some cost much more $25+ depending on where they are executed). Now, let's assume the advisor is contemplating replacing Fund A with Fund B. In a normal environment where the client is going to pay the transaction cost, this would be a sort of cost-benefit look at the transaction<br />
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<b>Cost to Sell Fund A = $10<br /><u>Cost to Buy Fund B = $10</u></b><br />
<b>Total Transaction Costs = $20</b><br />
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<b>Amount currently in Fund A = $40,000</b><br />
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<b>Amount Fund A would need to outperform Fund B to make up for transaction costs?<br />$20/$40,000 = 0.05%</b><br />
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However, what about a situation where the Advisor is going to pay for the transaction costs? Remember, the advisor gets paid a percentage of assets under management. To properly understand the situation you must also understand what it takes the advisor to MAKE that $20. For an advisor to make back that $20, they must get $2,000 more under management (1% of $2,000 = $20). Therefore, the cost benefit analysis from the advisors perspective can start to conflict with the clients. The client only needed Fund A to outperform Fund B by $20 (or 0.05%) for the transaction to pay for itself since the client essentially gets all the profit (less 1%). For the Advisor, he needs to manage $2,000 more to fund that $20 transaction. Therefore his cost benefit is different.....<br />
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<b>Cost to Sell Fund A = $10<br /><u>Cost to Buy Fund B = $10</u></b><br />
<b>Total Transaction Costs = $20</b><br />
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<b>Amount of additional AUM advisor needs to pay transaction cost = $2,000 (1% of $2,000 = $20)</b><br />
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<b>Amount currently in Fund A = $40,000</b><br />
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<b>Amount Fund A would need to outperform Fund B to make up for transaction costs?<br />$2,000/$40,000 = 5.0%</b><br />
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Yes, from a cost-benefit perspective of the advisor Fund A needs to outperform by 5%! Just imagine if the dollar amount in the Fund was less? If the position size was $20,000 instead of $40,000, then Fund A would need to outperform by 10% from the advisors perspective! Meanwhile, it would only need to outperform by 0.1% from the clients perspective in a normal situation which they pay the transaction cost.<br />
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Clearly the conflict of interest that is introduced is the fact that the Advisor has MUCH less incentive to make moves in the account if they are paying the transaction costs. This is because there is a MUCH higher hurdle to get over before the transaction benefits them.<br />
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To grasp this fact a little more let's look at this from a hypothetical firm perspective. If the Firm has 500 clients in Fund A, this is what a switch to Fund B would cost them....<br />
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<b>Cost to Sell Fund A = $10 x 500 clients = $5,000<br /><u>Cost to Buy Fund B = </u></b><b><u>$10 x 500 clients = $5,000</u></b><br />
<b>Total Transaction Costs = $10,000</b><br />
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<b>Additional AUM Firm needs to pay transaction costs = $1,000,000 (1% of $1,000,000 = $10,000)</b><br />
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Yes, for switching from Fund A to Fund B the firm must either have Fund A outperform Fund B by 5% (assuming average position size of $40,000) OR the firm must bring on a new account worth $1,000,000.<br />
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Now this is just 1 fund switch, this also applies on a larger scale to something like a complete rebalancing. Now Advisors may say that because they are absorbing the transaction costs they raised their fee slightly to compensate for this....however, if you think that solves the conflict of interest problem you are kidding yourself. The reality is they are charging that rate INDEPENDENT of the number of trades they ultimately make. Reducing those even slightly makes a quick addition to the bottom line.<br />
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This conflict of interest only gets nastier if the market were to tank. Lets say a firms portfolios are down 20%+, therefore their revenue is down 20%+. Do you honestly think that firm is not going to be tempted to make less trades then they otherwise would?<br />
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To stay on the same side of the table, I think firms should pass on ticket charges. Then they are more likely to look at the same cost-benefit analysis as the client when they consider transactions.The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com34tag:blogger.com,1999:blog-2792719804054822642.post-46234680690758456602015-08-25T02:02:00.002-07:002015-08-25T19:17:24.857-07:00Unconstrained Bond Funds Stress Tested (Sorry Bill)Considering the Unconstrained Bond Fund area or the "Non-Traditional" Bond fund area is a pretty recent development, many of the funds did not exist in 2008. I thought it would be interesting to see who made it through the recent 3 trading day manic selloff the best and the worst (8/20-8/24). This screen includes all funds in the Non-Traditional Bond Morningstar category.<br />
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First lets take a look at the worst. You may spot somebody from old Pimco fame....<br />
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<b><br />THE WORST</b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLUxz-N_aZjPaRTgbmd4Kt2gILAIosXIlBrOtq1-GzRo0_zxaiaPdjSbxNd12p92OKmPe24IRJFZO4XfPehVB6wqoAoO_sRsrhypB1ujLtP-ysx2nqg9PCuhTpOUkXGdEOkdfuSPQzol0/s1600/Worst.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="220" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLUxz-N_aZjPaRTgbmd4Kt2gILAIosXIlBrOtq1-GzRo0_zxaiaPdjSbxNd12p92OKmPe24IRJFZO4XfPehVB6wqoAoO_sRsrhypB1ujLtP-ysx2nqg9PCuhTpOUkXGdEOkdfuSPQzol0/s640/Worst.JPG" width="640" /></a></div>
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Bill's fund is the only one on that list with decent assets, as the next biggest fund (Parametric Absolute Return) is barely 30mil. Might want to tone that risk down Bill. And for the best?</div>
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<b>THE BEST</b></div>
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As for comparison, the Barclays Agg was up 0.41%, which would have given it the 5th spot. The Non-Traditional Bond category average was -0.78%.</div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com26tag:blogger.com,1999:blog-2792719804054822642.post-84667037797537714392015-04-19T21:04:00.001-07:002015-04-19T22:26:29.971-07:00Financial Blogger Personalities Analyzed By IBM's WatsonIBM has an interesting <a href="https://watson-pi-demo.mybluemix.net/" target="_blank">personality insights service</a>. According to IBM "The Watson Personality Insights service uses linguistic analytics to extract a spectrum of cognitive and social characteristics from the text data that a person generates through blogs, tweets, forum posts, and more."<br />
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I thought it would be interesting to run this test on some well known financial bloggers......<br />
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<a href="http://thereformedbroker.com/" target="_blank"><b>The Reformed Broker (Josh Brown)</b></a></div>
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I fed Josh's <a href="http://thereformedbroker.com/2015/04/19/the-biggest-threat-to-your-portfolio-2/" target="_blank">recent post</a> "The Biggest Threat To You Portfolio" into the service and this is what IBM's Watson had to say.</div>
<blockquote class="tr_bq" style="text-align: left;">
<blockquote class="tr_bq">
<i>"You are inner-directed and skeptical.</i></blockquote>
<blockquote class="tr_bq">
<i>You are empathetic: you feel what others feel and are compassionate towards them. You are calm-seeking: you prefer activities that are quiet, calm, and safe. And you are independent: you have a strong desire to have time to yourself.</i></blockquote>
<blockquote class="tr_bq">
<i>Your choices are driven by a desire for belongingness.</i></blockquote>
<blockquote class="tr_bq">
<i>You are relatively unconcerned with tradition: you care more about making your own path than following what others have done. You consider helping others to guide a large part of what you do: you think it is important to take care of the people around you."</i></blockquote>
</blockquote>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhWwSsKh3JWAISjW7XV0H2-IT5DV7r6ZvdwdnW5vI_o_rBFQESadyO7Lo3BZiuzpE8MU-mGnTh20f-0Sn3IwbuigayU-90hdbOQzMs7Ata5Bz8pc47C33n3QOOt8dGWlIaEqiRth6yk2ws/s1600/ReformedBroker1.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhWwSsKh3JWAISjW7XV0H2-IT5DV7r6ZvdwdnW5vI_o_rBFQESadyO7Lo3BZiuzpE8MU-mGnTh20f-0Sn3IwbuigayU-90hdbOQzMs7Ata5Bz8pc47C33n3QOOt8dGWlIaEqiRth6yk2ws/s1600/ReformedBroker1.JPG" height="262" width="320" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjPyGkgEENUEPXPkismSIrgSClAWyNaKMsd9G0CElpvxdEiEt8nXeSt1pTxrHw68piJ98ROtoQzwDqoQZp6cp47U1-nk-oP8mVI7c3tcS5z7GIbwQAVEc7-Q4yhU7nfB57TK4E5AOl8dIU/s1600/ReformedBroker2.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjPyGkgEENUEPXPkismSIrgSClAWyNaKMsd9G0CElpvxdEiEt8nXeSt1pTxrHw68piJ98ROtoQzwDqoQZp6cp47U1-nk-oP8mVI7c3tcS5z7GIbwQAVEc7-Q4yhU7nfB57TK4E5AOl8dIU/s1600/ReformedBroker2.JPG" height="179" width="320" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjT-pCDrX9IElGgfJhc1-Fat6RLx4boseplAl2cGzIsjfIIZUbrUQ-OH_cuGSfABLpYGuleXt-s2zXQlIQt_oo_1s1Dh8cfa6WMRLpisA_rseaCLZAqI-wZOPdOBE0xt6jLtvtGEKaBV24/s1600/ReformedBroker3.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjT-pCDrX9IElGgfJhc1-Fat6RLx4boseplAl2cGzIsjfIIZUbrUQ-OH_cuGSfABLpYGuleXt-s2zXQlIQt_oo_1s1Dh8cfa6WMRLpisA_rseaCLZAqI-wZOPdOBE0xt6jLtvtGEKaBV24/s1600/ReformedBroker3.JPG" height="242" width="320" /></a></div>
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<a href="http://www.ritholtz.com/" target="_blank"><b>The Big Picture Blog (Barry Ritholtz)</b></a></div>
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For Barry I fed in his recent post (<a href="http://www.ritholtz.com/blog/2015/04/protect-your-assets-common-sense-cybersecurity-for-investors/" target="_blank">Protect Your Assets: Common-sense CyberSecurity for Investors</a>) and Watson says....</div>
<blockquote class="tr_bq" style="clear: both; text-align: left;">
<i>"You are shrewd and somewhat insensitive.</i></blockquote>
<blockquote class="tr_bq" style="clear: both;">
<i>You are proud: you hold yourself in high regard, satisfied with who you are. You are confident: you are hard to embarrass and are self-confident most of the time. And you are assertive: you tend to speak up and take charge of situations, and you are comfortable leading groups.</i></blockquote>
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<i>Your choices are driven by a desire for prestige.</i></blockquote>
<blockquote class="tr_bq" style="clear: both;">
<i>You are relatively unconcerned with tradition: you care more about making your own path than following what others have done. You consider helping others to guide a large part of what you do: you think it is important to take care of the people around you."</i></blockquote>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjkAA571q7pvr6cBVgVW5yiq0zfurmS56kHThvJ6LKwueHEACrA0Mr10IcDIybVfW_jmrXqIRXKofhhJs8QtZvYi2arLTxUO8sBhAQKgpvP3I8iB82TBnFS33W3nismkF3yjs5Xcde2JKk/s1600/BarryScore.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjkAA571q7pvr6cBVgVW5yiq0zfurmS56kHThvJ6LKwueHEACrA0Mr10IcDIybVfW_jmrXqIRXKofhhJs8QtZvYi2arLTxUO8sBhAQKgpvP3I8iB82TBnFS33W3nismkF3yjs5Xcde2JKk/s1600/BarryScore.JPG" height="266" width="320" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEi2xf1ZKwbDUylDqmsV1jLS1C4xikk2mtR-Ic9KOWChBC_PtM8_U3MtMN_PJR5oAUlljUlo68nvguLCgrCpz9T_s4yn2kQ1FJC62-PPRIJPe1uBUrR2XOb7pk9dmNdTeZOYMDg3iOYoM/s1600/BarryScore2.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiEi2xf1ZKwbDUylDqmsV1jLS1C4xikk2mtR-Ic9KOWChBC_PtM8_U3MtMN_PJR5oAUlljUlo68nvguLCgrCpz9T_s4yn2kQ1FJC62-PPRIJPe1uBUrR2XOb7pk9dmNdTeZOYMDg3iOYoM/s1600/BarryScore2.JPG" height="180" width="320" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgsC6wVBg_buDra1Wx18PphnDRQn5db3KBLc6tqPnkcL4R8D-4CL1QmEcbbJuHJsl9PCHp_Kbg9hlNAhEvLcwT5UZfyLiI77GD8eZFsZngQnkA3mWwN6zMQAyH72sXsdZrgOo-W7Rlflw/s1600/BarryScore3.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgsC6wVBg_buDra1Wx18PphnDRQn5db3KBLc6tqPnkcL4R8D-4CL1QmEcbbJuHJsl9PCHp_Kbg9hlNAhEvLcwT5UZfyLiI77GD8eZFsZngQnkA3mWwN6zMQAyH72sXsdZrgOo-W7Rlflw/s1600/BarryScore3.JPG" height="243" width="320" /></a></div>
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<b><a href="http://www.calculatedriskblog.com/" target="_blank">Calculated Risk Blog (Bill McBride)</a></b></div>
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Here I plugged in Bill's text from <a href="http://www.calculatedriskblog.com/2015/04/existing-home-sales-lawler-vs-consensus.html" target="_blank">this post</a>. This is Watson's feedback.....</div>
<blockquote class="tr_bq" style="text-align: left;">
<i>"You are inner-directed, heartfelt and rational.</i></blockquote>
<blockquote class="tr_bq">
<i>You are imaginative: you have a wild imagination. You are philosophical: you are open to and intrigued by new ideas and love to explore them. And you are deliberate: you carefully think through decisions before making them.</i></blockquote>
<blockquote class="tr_bq">
<i>Your choices are driven by a desire for organization.</i></blockquote>
<blockquote class="tr_bq">
<i>You are relatively unconcerned with helping others: you think people can handle their own business without interference. You consider tradition to guide a large part of what you do: you highly respect the groups you belong to and follow their guidance."</i></blockquote>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLxfwSlluryUP90tizr62yJZxJ3V2bvOFtF8qvOohyvKz54f81jyR5iKGegj6qt30lwZ8VCNStSp9Cs8juJJnXvyr5Lb17Krty-H0Pz7NAILsFSoepZ9nFhFwL_-6tHF9sZBObt_LuoMU/s1600/CalculatedRiskScore.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgLxfwSlluryUP90tizr62yJZxJ3V2bvOFtF8qvOohyvKz54f81jyR5iKGegj6qt30lwZ8VCNStSp9Cs8juJJnXvyr5Lb17Krty-H0Pz7NAILsFSoepZ9nFhFwL_-6tHF9sZBObt_LuoMU/s1600/CalculatedRiskScore.JPG" height="268" width="320" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-7wPSDS82oXuwN1ZNNwKFrsv8q6h-7Rsql8SrGSowbPjITBTroc_vXbUKp4KVrlfBvRc9iKsvFgYETPVMSd7VBGxH80gODHY_uUzZNf-yi3N3QQZUnSoEPhXMvmIojfITyCeE2XmGba0/s1600/CalculatedRiskScore2.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-7wPSDS82oXuwN1ZNNwKFrsv8q6h-7Rsql8SrGSowbPjITBTroc_vXbUKp4KVrlfBvRc9iKsvFgYETPVMSd7VBGxH80gODHY_uUzZNf-yi3N3QQZUnSoEPhXMvmIojfITyCeE2XmGba0/s1600/CalculatedRiskScore2.JPG" height="180" width="320" /></a></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUgdWIbdWQCNzX9gwwEEUfIZ8_z2avL-CSuTvhcmzf3r180CpX7T_Ol9ahFqokK6gQXQdBAToIcPuub_aw5cjB6BMg2z17EGFMTeKQGQiOiZVO5RIfWWhzOUwZeXE-GLZkuDJvIlxP7Yk/s1600/CalculatedRiskScore3.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgUgdWIbdWQCNzX9gwwEEUfIZ8_z2avL-CSuTvhcmzf3r180CpX7T_Ol9ahFqokK6gQXQdBAToIcPuub_aw5cjB6BMg2z17EGFMTeKQGQiOiZVO5RIfWWhzOUwZeXE-GLZkuDJvIlxP7Yk/s1600/CalculatedRiskScore3.JPG" height="246" width="320" /></a></div>
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Side Note: Wow did that really just say 0% for extraversion? Can't get more introverted then that. While I have not met Bill, considering his blog, why do I not find that surprising?</div>
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<b><a href="http://www.philosophicaleconomics.com/" target="_blank">Philosophical Economics</a> (<a href="https://twitter.com/Jesse_Livermore" target="_blank">@Jesse_Livermore</a>)</b></div>
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<div style="text-align: left;">
I used his most <a href="http://www.philosophicaleconomics.com/2015/04/recycle/" target="_blank">recent most </a> and it appears Watson confirms his Philosophical nature....</div>
<blockquote class="tr_bq" style="text-align: left;">
"You are inner-directed, skeptical and can be perceived as insensitive.</blockquote>
<blockquote class="tr_bq">
You are philosophical: you are open to and intrigued by new ideas and love to explore them. You are independent: you have a strong desire to have time to yourself. And you are unconcerned with art: you are less concerned with artistic or creative activities than most people who participated in our surveys.</blockquote>
<blockquote class="tr_bq">
Your choices are driven by a desire for discovery.</blockquote>
<blockquote class="tr_bq">
You are relatively unconcerned with both taking pleasure in life and helping others. You prefer activities with a purpose greater than just personal enjoyment. And you think people can handle their own business without interference."</blockquote>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjIQoNlSzV4IXXx19ZTwX6AKLlj6Z3WEuw2j2hq9ADNFLe70DGydXzsoZfy2SdiTLPqsQYOsV2unl_CWL-6ibpvfBr8Jm21Yr4zBi_2K160N6DVcsf9dZFOOw1fDqNA3xvKijQfegErBM4/s1600/Livermore.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjIQoNlSzV4IXXx19ZTwX6AKLlj6Z3WEuw2j2hq9ADNFLe70DGydXzsoZfy2SdiTLPqsQYOsV2unl_CWL-6ibpvfBr8Jm21Yr4zBi_2K160N6DVcsf9dZFOOw1fDqNA3xvKijQfegErBM4/s1600/Livermore.JPG" height="267" width="320" /></a></div>
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So what does Watson say about me? I used my <a href="http://www.wallstreetrant.com/2015/01/doubleline-data-fail-stock-market-has.html" target="_blank">last post</a> to find out....</div>
<blockquote class="tr_bq" style="clear: both; text-align: left;">
"You are inner-directed, heartfelt and rational.</blockquote>
<blockquote class="tr_bq" style="clear: both;">
You are self-assured: you tend to feel calm and self-assured. You are calm-seeking: you prefer activities that are quiet, calm, and safe. And you are dispassionate: you do not frequently think about or openly express your emotions.</blockquote>
<blockquote class="tr_bq" style="clear: both;">
Your choices are driven by a desire for discovery.</blockquote>
<blockquote class="tr_bq" style="clear: both;">
You are relatively unconcerned with helping others: you think people can handle their own business without interference. You consider achieving success to guide a large part of what you do: you seek out opportunities to improve yourself and demonstrate that you are a capable person."</blockquote>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2CMdWwfEB0ip5D062-wP9YMC3ONiSA0A0OAyGGHlbYF38uCDd1Pu8uNXw5nVpBypAMkm3c-3aDmW-SK8GXHFEbiCqwGARnsDLv4hAZ_4PZHyEWAGgdGdcfofJBk7ayue2Q2W6yE_oh5E/s1600/WSR3.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2CMdWwfEB0ip5D062-wP9YMC3ONiSA0A0OAyGGHlbYF38uCDd1Pu8uNXw5nVpBypAMkm3c-3aDmW-SK8GXHFEbiCqwGARnsDLv4hAZ_4PZHyEWAGgdGdcfofJBk7ayue2Q2W6yE_oh5E/s1600/WSR3.JPG" height="246" width="320" /></a></div>
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Interesting to see all the bloggers I put in (except for Barry) were said to be "Inner-Directed" first and foremost. Check out yourself or someone else here <a href="https://watson-pi-demo.mybluemix.net/">https://watson-pi-demo.mybluemix.net/</a></div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com132tag:blogger.com,1999:blog-2792719804054822642.post-78403895333818850682015-01-16T15:06:00.000-08:002015-01-16T17:50:10.713-08:00Doubleline Data Fail, The Stock Market Has been up for 7 straight years...and More!Recently Jeffrey Gundlach from <a href="http://www.doubleline.com/index.php" target="_blank">Doubleline</a> had a conference call and soon the below chart was being passed around Twitter (even I passed it around, before stopping to think about it for a second).<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi23eXIamrOAl5Cy1dY2yJjENyzpEAzuDIjaCxB_6MboGheEnZg4L0V7oPAjNd-KOS8s7rYj7oWk3olGZh7xFXgNWYBKw0aNPE3OZrWHnsFq5nP6Y60PDXgNwvvc9UJwVX5iguIFPzQZUc/s1600/DoublelineGraph.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi23eXIamrOAl5Cy1dY2yJjENyzpEAzuDIjaCxB_6MboGheEnZg4L0V7oPAjNd-KOS8s7rYj7oWk3olGZh7xFXgNWYBKw0aNPE3OZrWHnsFq5nP6Y60PDXgNwvvc9UJwVX5iguIFPzQZUc/s1600/DoublelineGraph.png" height="492" width="640" /></a></div>
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However, as people may recall, we had quite strong markets in both the 80s and 90s. Yet this chart shows that the streaks never got longer than 5 years in those decades. However, a quick check of the <a href="http://pages.stern.nyu.edu/~adamodar/New_Home_Page/datafile/histretSP.html" target="_blank">history books</a> will remind everyone that the market was up 8 straight years from 1982-1989 and then was also up 9 straight years from 1991-1999. Below are the 2 separate streaks. You will also notice that there was only 1 down year of -3.06% in 1990 that actually stopped it from being 18 straight years.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjsR3RcVSZGaGNe8YnaZuETow6PlUf298ZcbEdmhCUYTgVlJyxKVE7NZRcnI21lE0MwNnuscNm6dDQ7mT41Am1KSp51ZAlPCKfLvoo52YhIp7Ycci6ttyj7xjD7jDKb-Vbhik1gIyF5lKg/s1600/Returns+80s.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjsR3RcVSZGaGNe8YnaZuETow6PlUf298ZcbEdmhCUYTgVlJyxKVE7NZRcnI21lE0MwNnuscNm6dDQ7mT41Am1KSp51ZAlPCKfLvoo52YhIp7Ycci6ttyj7xjD7jDKb-Vbhik1gIyF5lKg/s1600/Returns+80s.JPG" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6CHXGRnSUWP6UIgmSBIj68eIiJdfnXhAO-CkiBSpzuRsuj_qBQ_4BWVsZa4GxHvXMk2x0BWFym21EhKAj22fAA1cMH3Cl69axDvkViQThCoiU5kTnp2pLv8SsWzyPX5p96dcseujbq3Q/s1600/Return+90s.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj6CHXGRnSUWP6UIgmSBIj68eIiJdfnXhAO-CkiBSpzuRsuj_qBQ_4BWVsZa4GxHvXMk2x0BWFym21EhKAj22fAA1cMH3Cl69axDvkViQThCoiU5kTnp2pLv8SsWzyPX5p96dcseujbq3Q/s1600/Return+90s.JPG" /></a></div>
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So how did Doubleline mess this up? Well according to their chart their source data appears to be well known shiller data http://www.econ.yale.edu/~shiller/. The excel file is <a href="http://www.econ.yale.edu/~shiller/data/ie_data.xls" target="_blank">here</a>. Odd they would use this for annual returns however, because that is not the purpose of the data...and you can't get calandar year returns from the data! (or any 1 year period for that matter) You will notice they say the streak in the 1980s was only 5 years. This is because they say the 1982 run ended in 1987....only 1987 was positive 5.81%. Why did they mess up? Well Shiller doesn't quote annual S&P returns. He only gives monthly S&P levels and they are NOT the starting or ending level for the month. They are the AVERAGE S&P level for the month. So the fact of the matter is you can't get calendar year returns from this data . Here is what it looks like </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipXFdL1EUA9zNEyWMnfLzBzHbjKrk7qZwzVe0pfekmCgxPGcCr7Tt7I2Es__5BhZ9qyhgvQlcEYHgt2IHCMRx00Zf972CoQcHCOJIblWWCxXmtmizvQOw7Jz8hWuSltb34oIiZqcA3oL8/s1600/Shiller+Data.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipXFdL1EUA9zNEyWMnfLzBzHbjKrk7qZwzVe0pfekmCgxPGcCr7Tt7I2Es__5BhZ9qyhgvQlcEYHgt2IHCMRx00Zf972CoQcHCOJIblWWCxXmtmizvQOw7Jz8hWuSltb34oIiZqcA3oL8/s1600/Shiller+Data.JPG" /></a></div>
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The market closed at 242.12 on 12/31/86 and closed at 247.08 on 12/31/87. That's 2% up plus the dividends got you to 5.81% for 1987. None of those numbers match the Shiller data because his data is the AVERAGE close for everyday of the month.</div>
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So now everyone can stop repeating this inaccurate information. Thanks! (yes I did it too!)</div>
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Additional Note: I have since come across an article where Roland Kaloyan of Societe Generale states in <a href="http://www.businessinsider.com/socgen-2015-global-equity-outlook-2014-12" target="_blank">December</a> "Since 1875, we have never seen the S&P rise for seven calendar years in a row, so an eighth year would seem highly unlikely,". Who was the originator of this myth?</div>
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The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com58tag:blogger.com,1999:blog-2792719804054822642.post-53309594650893728512014-08-17T20:43:00.002-07:002014-08-17T21:51:35.241-07:00How The Largest Actively Managed Mutual Funds From 15 years Ago PerformedYou can't go long without reading an article about the death of active management. Somewhere in a discussion like that you will also hear that the larger a fund gets the more likely it is to under-perform. My purpose of this post is not to get into either of those issues but I thought it would be interesting to take a glimpse back in time to the largest funds of 1999 (15 years ago).<br />
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For this exercise I decided to screen for the largest actively managed funds 15 years ago (8/1999) which had the S&P 500 as their prospectus benchmark. The top 10 results looked like this<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjYWs2pS1q870TP0pmhhpfrzwQDCGRYDuXTIkOw5A3xMl0bNGOl-87gReS_zmkdK8gZILHYCwZsdSzMBCMFN1M_gI7_AqnR_gF-Q2o3nazB-5sr4tviaXfrfVsxjOCMMv0TuzkIUyqxBX0/s1600/Fund+Size+1999.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="" border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjYWs2pS1q870TP0pmhhpfrzwQDCGRYDuXTIkOw5A3xMl0bNGOl-87gReS_zmkdK8gZILHYCwZsdSzMBCMFN1M_gI7_AqnR_gF-Q2o3nazB-5sr4tviaXfrfVsxjOCMMv0TuzkIUyqxBX0/s1600/Fund+Size+1999.JPG" height="245" title="Fund Size as of 8/1999" width="400" /></a></div>
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So how did they do? Were they too big to outperform?<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtufDsrD9n5IGbGM59BZhUdwh0C1mqkKpVnBnYUa84BLea99Gdv5S-GDHy7T63RKg34wtbz1NK5le1_0jS9QxE6XS1U218-lKKl1lGmgT1Yf-gCfiGbh9o4G0cxSYCI4a6O2ZRG2mVu5M/s1600/Largest+Active+1999+SP+5000.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="" border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjtufDsrD9n5IGbGM59BZhUdwh0C1mqkKpVnBnYUa84BLea99Gdv5S-GDHy7T63RKg34wtbz1NK5le1_0jS9QxE6XS1U218-lKKl1lGmgT1Yf-gCfiGbh9o4G0cxSYCI4a6O2ZRG2mVu5M/s1600/Largest+Active+1999+SP+5000.JPG" height="271" title="Largest Actively Managed Funds Performance" width="640" /></a></div>
Indeed, the largest fund did manage to under-perform. However, as a whole, these large funds did quite well. Over the last 15 years the largest 10 funds which were benchmarked to the S&P 500 managed to return an average of 5.47% compared to 4.47% for the S&P 500.<br />
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What's also interesting is that despite the fact that I compared them all to their prospectus benchmark of the S&P 500, a few of them tend to have a known growth tilt (Vanguard Primecap, Growth Fund of America, Fidelty Contrafund) but they all managed to significantly beat the S&P 500 despite the fact that growth significantly underperformed the S&P during this time (Russell 1000 Growth returned only 3.18% compared to 4.47% on the S&P 500).The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com24tag:blogger.com,1999:blog-2792719804054822642.post-85582960351384492342014-07-14T18:31:00.000-07:002014-08-19T13:47:25.449-07:00Test Makers Fail Financial Literacy TestSo news was recently going around about a Financial Literacy Test made by the <a href="http://en.wikipedia.org/wiki/Organisation_for_Economic_Co-operation_and_Development" target="_blank">OECD</a>. The Wall Street Journal provided <a href="http://projects.wsj.com/quiz/?uid=0709finlit&type=flat" target="_blank">5 sample questions</a> from the test and I must say that the OECD fails it's own question.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTPsjwImMYiEkkA1D4CisuLi1yqbVIXgGn498M8e93eWhyphenhyphenMHBzd_zifCLe917b0QLfZ9-mDVDygLYXxhDVotHTMwD2N7FqlQ1pcV0-lQiPSIJ5hySxWiffqT30RZiR0EYUvPlOEVvVRbE/s1600/Financial+Literacy+Test+(1)%2B-%2BCopy.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTPsjwImMYiEkkA1D4CisuLi1yqbVIXgGn498M8e93eWhyphenhyphenMHBzd_zifCLe917b0QLfZ9-mDVDygLYXxhDVotHTMwD2N7FqlQ1pcV0-lQiPSIJ5hySxWiffqT30RZiR0EYUvPlOEVvVRbE/s1600/Financial+Literacy+Test+(1)%2B-%2BCopy.JPG" height="432" width="640" /></a></div>
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First of all I'm switching the "zeds" to $ for typing purposes. So Mrs Jones current loan balance is $7400, it has a 15% interest rate with monthly payments of $150. This means that the loan will take 78 payments (months) to payoff and <b>TOTAL INTEREST paid over the life of the loan will be $4,178 (</b>yes below it equals $4,180 due to rounding).<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQPlqyAfxLAkZROMBLOuInnNqTsQEZG-nYaWfbhDBmJYUxQEpqOippsqojZieTxPijO-VXlKqmKGsuq0TyTgTCyHgBtdoYrTNWkHqW2wRC1zNrb5YLOOCbWGYjn-w3_5D8C3jUktDNLFE/s1600/Interest+15%25.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQPlqyAfxLAkZROMBLOuInnNqTsQEZG-nYaWfbhDBmJYUxQEpqOippsqojZieTxPijO-VXlKqmKGsuq0TyTgTCyHgBtdoYrTNWkHqW2wRC1zNrb5YLOOCbWGYjn-w3_5D8C3jUktDNLFE/s1600/Interest+15%25.JPG" height="243" width="640" /></a></div>
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<b>However</b>, if she decides to take out a new larger loan of $10,000 at an interest rate of 13% while repaying at the same $150 rate then it will take 119 payments (months) to payoff and <b>TOTAL INTEREST paid over the life of the loan will be $7,832. </b>In other words she will be paying <b>$3,654 MORE INTEREST.</b><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkOiyE_OnWQ-dbasYoFhL9p2ypNKX3oiZmpveqtIVbqKiWDBRplCeMDjJNrjhQWeA1hYHTY3lDvd7nrh1mn0C-Mvgru9fWN1VrAjCHgeg-5gee1pTJsLbByvOBKhQ3xvkvS-tZ85GkCtk/s1600/Interest13%25.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgkOiyE_OnWQ-dbasYoFhL9p2ypNKX3oiZmpveqtIVbqKiWDBRplCeMDjJNrjhQWeA1hYHTY3lDvd7nrh1mn0C-Mvgru9fWN1VrAjCHgeg-5gee1pTJsLbByvOBKhQ3xvkvS-tZ85GkCtk/s1600/Interest13%25.JPG" height="312" width="640" /></a></div>
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Despite these facts OECD says the answer is as follows<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmFw6bdkKOUSh441So1LOSVHJU894jVnU9zP3JtYF7hE92fX1X6-moHJlM3l6xSXwPLmkCoOibw5IRDnYjH6VY6iOeL4uENjHU-zgU3663WevVGgDoCPrj3jpItbt5qlxk3MjqRl7YVZY/s1600/Financial+Literacy+Wrong.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmFw6bdkKOUSh441So1LOSVHJU894jVnU9zP3JtYF7hE92fX1X6-moHJlM3l6xSXwPLmkCoOibw5IRDnYjH6VY6iOeL4uENjHU-zgU3663WevVGgDoCPrj3jpItbt5qlxk3MjqRl7YVZY/s1600/Financial+Literacy+Wrong.JPG" height="334" width="640" /></a></div>
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Clearly A, as I showed earlier, is not correct. Therefore C is also wrong. While she is paying a lower interest <b>RATE, </b>she is clearly paying <b>HIGHER INTEREST </b>in total ($7,832 vs $4,178)<b>. </b>B is in fact correct, she will have more money available but she will be paying interest on that money and unless she has an investment that is going to earn her more then the cost of funds (13%) she would be better off taking a smaller loan.</div>
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Why am I not surprised that the OECD would come up with this clearly incorrect answer regarding interest paid? Because they seem to encourage over-leveraged economies at every opportunity, so here they are teaching incorrect information, helping everyone become slaves to debt through bad information.</div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com26tag:blogger.com,1999:blog-2792719804054822642.post-22614325885093426852014-05-15T18:40:00.000-07:002014-08-19T13:53:39.090-07:00Many Government Bonds Yielding Less Than United States I can't listen to a talking head, bond manager, strategist or seemingly anyone without hearing about how "Rates can only go higher from here". When in reality THEY CAN go lower! In fact, when you look around the world, on a <i style="font-weight: bold;">relative basis, </i>THEY SHOULD!<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhdPwerDolZzgpSkVCaoJGRgtI4XZD_o8DRl9ZbV9VnhcV2tIzp7VVUrfxJdngDuwBbrTRPczKKwXAAIvwmv61QVbEC8kxeL4-mCwP6fBTFsbdnoov-0kpzlelQnIj5OKnAl4kuyttj3P8/s1600/10+Year+Government+Bond+Yields.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhdPwerDolZzgpSkVCaoJGRgtI4XZD_o8DRl9ZbV9VnhcV2tIzp7VVUrfxJdngDuwBbrTRPczKKwXAAIvwmv61QVbEC8kxeL4-mCwP6fBTFsbdnoov-0kpzlelQnIj5OKnAl4kuyttj3P8/s1600/10+Year+Government+Bond+Yields.JPG" height="396" width="640" /></a></div>
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Look at that list and tell me the United States should pay more on their debt then all those countries. France is borrowing at 1.77% people, FRANCE! You have Japan borrowing at a rate 76% lower than the US with more than twice the debt. Now all this doesn't mean the united states SHOULD trade lower, but it's either that or others SHOULD trade higher because on a relative basis, much is out-of-whack. And those calling for much higher rates in the U.S should realize that basket cases like Italy and Spain are trading at 3.1%!</div>
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Interestingly enough, despite the <i style="font-weight: bold;">relative </i>attractiveness of US rates you have nearly EVERY "unconstrained" bond fund avoiding US duration risk at all costs, meanwhile loading up on risky credit. How often is the herd correct?</div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com116tag:blogger.com,1999:blog-2792719804054822642.post-35614350493708382402014-04-21T12:41:00.001-07:002014-08-19T13:59:33.896-07:00A Look At Sloppy Nonsensical Mutual Fund / ETF AnalysisI read a lot of stuff online so I should be used to sloppy-stupid nonsensical things written online. However, this one titled <a href="http://etfdb.com/2014/why-etfs-are-better-than-mutual-funds-in-two-charts/" target="_blank">"Why ETFs Are Better than Mutual Funds, in Two Charts"</a> hits it on every base of stupidity. Now usually <a href="http://etfdb.com/" target="_blank">ETF Database</a> is a decent source of some good information but clearly the editors were asleep at the wheel on this one. Let the article speak for itself.<br />
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It starts off fine enough<br />
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"Though some may disagree, exchange-traded funds have certainly proved their worth over the years. With more than 1,500 products to choose from, more and more investors have turned to the ETF wrapper, embracing the vehicles’ low-costs, efficiency, and many other advantages."</blockquote>
All is good there. And so she continues<br />
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"Some investors and industry professionals, however, have not yet come to embrace these products, preferring mutual funds instead. For those who need some convincing, we’ll try to show you why ETFs are better than mutual funds, in two charts."</blockquote>
Great, let's see it.<br />
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"For this exercise, we take a look at the popular Emerging Markets ETF (VWO, A), comparing it to the GS Emerging Markets Equity Fund (GEMCX). First, a comparison of expenses:"</blockquote>
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Whoa Whoa, wait a second, WHAT? First of all what made her decide to use Goldman Sachs Emerging Markets Fund? Furthermore, why would she use a C share? The fund also comes in other share classes including IR share class which comes in at 1.48% (we will also overlook the small fact that net expense ratios for those funds are <a href="https://personal.vanguard.com/us/funds/snapshot?FundId=0964&FundIntExt=INT">0.15%</a> and <a href="https://assetmanagement.gs.com/content/gsam/us/en/individual/fund-center/fund-finder/gs-emerging-markets-equity-fund.html#scType=C&pvNumber=PV100099&callingPage=fundfinder">2.47%</a> not what she has listed). The only people who might be using a C share are people working with an adviser and the advisers fee is being included into the expense ratio (but that is a discussion for another day). This is nowhere NEAR an apples to apples comparison showing why ETFs are better than Mutual Funds.</div>
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She goes on to point out the performance gap that this inevitably leads to </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCp8R_v6SWiouqCHOg7xEKPMIAWGxNsYq9V8s88sWcFIsWTqfycCY2vv3F8aBpALUuNX8B9GmUgjNbGxk-ig5OUKEApvmKHhnqE783WMzQywCEpekaZEvoUl_s-XmqcihvpAvYaOWgtPE/s1600/ETF+Perform.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCp8R_v6SWiouqCHOg7xEKPMIAWGxNsYq9V8s88sWcFIsWTqfycCY2vv3F8aBpALUuNX8B9GmUgjNbGxk-ig5OUKEApvmKHhnqE783WMzQywCEpekaZEvoUl_s-XmqcihvpAvYaOWgtPE/s1600/ETF+Perform.JPG" height="400" width="640" /></a></div>
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And she concludes:</div>
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<b>The Bottom Line</b></blockquote>
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This is just one of many examples of how ETFs are often better than mutual funds. Not only are exchange-traded funds usually cheaper, but they are often more efficient than mutual funds. If we’ve managed to convince you, use our free Mutual Fund to ETF Converter Tool to find an alternative to your current mutual fund.</blockquote>
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Sorry, you have not managed to convince me and hopefully you didn't convince anybody with your ridiculous comparison. I hope your "converter tool" has a little more logic then is displayed here. So what is a PROPER comparison of the ETF VWO if you are trying to see the difference between mutual fund and ETF structures? Well the very simple and logical comparison would be Vanguard's Emerging Markets ETF (VWO) to Vanguard's Emerging Market Index Mutual Fund (VEMAX).<br />
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Only problem is that when you show a REAL comparison, your point is pretty much lost . As you can see, looking at the complete common period between the two funds, there return is essentially identical.<br />
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Not only does a proper comparison make her performance point invalid, her point about cost is as well, as both carry an expense ratio of 0.15%. But just for giggles lets throw in Vanguard's Active version of emerging markets which is a little more expensive with an expense ratio of 0.94%. Unfortunately, their active emerging markets strategy hasn't been around as long (A little shy of 3 years) but as you can see it has managed to handily outperform. You may also notice that over this timeframe the index MUTUAL FUND slightly outperformed the supposedly superior ETF.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi_YBmk1KBzd0iHpg-lBHEcWh-FZMkK8e-mAJ3orWsfKbuDxifk3CQjrjdBEZ5kCxxon8_8pHqI0tsh56yyYIKVUTSW-orFdf9tlqzutcVa1QjyESsnp6EIFdrrD0hqHriCOQqYXbiwKRM/s1600/emerging+markets.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi_YBmk1KBzd0iHpg-lBHEcWh-FZMkK8e-mAJ3orWsfKbuDxifk3CQjrjdBEZ5kCxxon8_8pHqI0tsh56yyYIKVUTSW-orFdf9tlqzutcVa1QjyESsnp6EIFdrrD0hqHriCOQqYXbiwKRM/s1600/emerging+markets.JPG" height="446" width="640" /></a></div>
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The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com47tag:blogger.com,1999:blog-2792719804054822642.post-9159797527437317182013-10-14T16:38:00.000-07:002014-08-19T14:13:52.422-07:00Are Index Investors Unknowingly Increasing Interest Rate Risk?Here in an interestingly look at the Barclay's US Aggregate Bond Index from <a href="https://www.lordabbett.com/advisor/commentary/marketview/bonds-the-aggravation-of-rising-duration/" target="_blank">Lord Abbett </a> The below Chart shows how the duration of the Index has changed over the last ten years.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsWWf5g5IDfsTv45mNKC1SfrjrjdEBea7Xe5DjCXKMoeUrXDZHYxaOscAm2CzKnmMGHBlDmkLzVqtV_1VOOIKlxfNeIopm-K_jeUaCmdOd0V8AOgruI917zogilMyIbJSGO6UCBJ1qp7U/s1600/Barclays+Agg+Bond+Index+Duration.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhsWWf5g5IDfsTv45mNKC1SfrjrjdEBea7Xe5DjCXKMoeUrXDZHYxaOscAm2CzKnmMGHBlDmkLzVqtV_1VOOIKlxfNeIopm-K_jeUaCmdOd0V8AOgruI917zogilMyIbJSGO6UCBJ1qp7U/s1600/Barclays+Agg+Bond+Index+Duration.JPG" height="456" width="640" /></a></div>
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As you can see, up until late 2010 the duration of the Aggregate Bond Index tended to hover around 4.5 years. That has increased to approximately 5.5 years today. I think it is important that "passive" index investors be aware that they are currently making an "active" decision to increase their interest rate risk.</div>
The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com754tag:blogger.com,1999:blog-2792719804054822642.post-33977045630284678982013-08-09T15:22:00.000-07:002014-08-19T14:15:18.711-07:00Emerging Markets Price-to-Book Ratio & Forward ReturnsHere is an interesting look from <a href="https://dl.dropboxusercontent.com/u/5272982/JP%20Morgan%20Emerging%20Markets.pdf" target="_blank">J.P Morgan</a> regarding the Price-to-Book ratio on Emerging Markets.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghAtfYsFC2RMhL7l2QSaB1jz8xfZAM1dPvTVu5D6BDHdLZZQHhdz_5rIJHMnvxon0k_TPBpcZVYFU7Ok7TYjoYmaNECUD0l51hp4EymK3v-9YenL3BvGPJbHyJAFt0h6Inw3FrS0RyzLc/s1600/EmergingPB.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghAtfYsFC2RMhL7l2QSaB1jz8xfZAM1dPvTVu5D6BDHdLZZQHhdz_5rIJHMnvxon0k_TPBpcZVYFU7Ok7TYjoYmaNECUD0l51hp4EymK3v-9YenL3BvGPJbHyJAFt0h6Inw3FrS0RyzLc/s1600/EmergingPB.JPG" height="558" width="640" /></a></div>
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They then look at how those various Price-to-Book ratios relate to forward 1-year returns....In short, it looks good.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg7oGxw2p6R7G1VNC3Snf1YhkiUPYEyMaVz4Wq8CYbCXpgp8_b090cV0ftY8fflZYb40ewjI17Z_ikt0nY3aFEceVOasD_-UZscGK7citkwAsCvRnKfUc6kVzKWqmLIrY_gVP1NqfkOhuU/s1600/Emerging+Returns.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg7oGxw2p6R7G1VNC3Snf1YhkiUPYEyMaVz4Wq8CYbCXpgp8_b090cV0ftY8fflZYb40ewjI17Z_ikt0nY3aFEceVOasD_-UZscGK7citkwAsCvRnKfUc6kVzKWqmLIrY_gVP1NqfkOhuU/s1600/Emerging+Returns.JPG" height="484" width="640" /></a></div>
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Although I don't like that the 1-year forward returns only use 1999 to today. Why not use the same data as the first graph back to 1993? Also, I don't tend to think any valuation metric is a reliable short-term (1 year) timing indicator. However, <a href="http://www.wallstreetrant.com/2013/07/valuations-of-emerging-markets-vs-us.html" target="_blank">Rob Arnott has also been pointing out</a> that longer-term forward returns (10 years) are also looking pretty tempting using a Shiller PE ratio. All I know is, anything looks good 'relative' to the US right now.The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com260tag:blogger.com,1999:blog-2792719804054822642.post-32229148190069496292013-07-29T17:25:00.000-07:002014-08-19T14:18:18.417-07:00Foolish Fed Forecaster RankingsThe Wall Street Journal recently published a piece <a href="http://graphics.wsj.com/fed-predictions/#c%5B%5D=Janet+Yellen&c%5B%5D=Charles+Plosser&d=0" target="_blank">Ranking Fed Forecasters</a> (you can read their methodology following that link). Let's see if you notice anything "convenient" about the sample period.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2izCcR6nEANryIb3Mx5V9Bmv_YNa6YG4IIKqDvNphS5zPau_g-PlzBU5RKMw206fxXiLwvYLMtuf-GWXUhMssOExVNU9mTOXdopewMCSLwra0a07mAOdwUeHQIjYr-Meh6kuV7E7WiHw/s1600/Ranking+Fed+Forecasters.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2izCcR6nEANryIb3Mx5V9Bmv_YNa6YG4IIKqDvNphS5zPau_g-PlzBU5RKMw206fxXiLwvYLMtuf-GWXUhMssOExVNU9mTOXdopewMCSLwra0a07mAOdwUeHQIjYr-Meh6kuV7E7WiHw/s1600/Ranking+Fed+Forecasters.JPG" height="392" width="640" /></a></div>
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Does this "analysis" smell of sampling period bias to anyone else? June 2009 - Dec 2012? Who really cares about someones accuracy during exactly HALF a market cycle? If you were analyzing investment managers using this same type of sampling period bias you would be many times more likely to find managers that would <b>under-perform </b>going forward not outperform. I think the "analysis" here runs the same risk.</div>
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Unfortunately, this is being used by the WSJ to support the case for Janet Yellen. And gullible audiences everywhere are likely taking it hook, line and sinker.</div>
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What would it look like if they went back further? I'm not sure, but I do know that Janet Yellen was just as foolish as most everyone else currently at the Fed as demonstrated in <a href="http://www.marketwatch.com/story/feds-yellen-sleeping-better-as-housing-stabilizes" target="_blank">this article from <b>Feb 21, 2007</b></a> </div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8BAigo1eiyDz0O0L0pYOV1pSuzmb233W_5JHgYwpCbGcQ1xBo8H9_e_wuOcVTTdmxaHOf1DC2avGZhDKk9VM4OKH9RshIbQL3kaOcqU0RPAoV8sdB6Oc5J-n5RJJZGqe4-p9rX0UXr7c/s1600/Yellen+Housing+Bust.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg8BAigo1eiyDz0O0L0pYOV1pSuzmb233W_5JHgYwpCbGcQ1xBo8H9_e_wuOcVTTdmxaHOf1DC2avGZhDKk9VM4OKH9RshIbQL3kaOcqU0RPAoV8sdB6Oc5J-n5RJJZGqe4-p9rX0UXr7c/s1600/Yellen+Housing+Bust.JPG" height="102" width="640" /></a></div>
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"Janet Yellen, president of the Federal Reserve Bank of San Francisco, is sleeping better than she was a year ago, thanks to signs of stabilization in the housing market."</blockquote>
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"Last year, when it looked like the housing downturn could turn into a bust that risked tipping the broader economy into recession, Yellen said she found it more difficult to sleep."</blockquote>
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"But Yellen said she has noted recent signs of stabilization in the housing market and slim evidence that housing's slowdown has spilled into other parts of the economy<b>.</b>"</blockquote>
Yes, in 2006 she had some worries about housing but apparently those went away after housing prices fell a whopping 1.5% before "stabilizing" in early 2007.<br />
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And how about the next year? What did she think then? This is from <a href="http://www.reuters.com/article/2008/02/08/usa-fed-yellen-idUSN0741936720080208" target="_blank">Reuters Feb 8, 2008</a><br />
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"San Francisco Federal Reserve Bank President Janet Yellen said on Thursday that the United States faces several quarters of "anemic" economic growth but will probably not fall into an outright recession."</blockquote>
Yes, that is in February 2008......2 months after the recession already started. And according to the WSJ that is the best forecaster of all Fed members. We have so much to look forward to........The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com17tag:blogger.com,1999:blog-2792719804054822642.post-79002668332935984522013-07-20T01:23:00.000-07:002014-08-19T14:20:34.194-07:00Valuations of Emerging Markets vs US StocksAs the US Stock market continues to sing it's own tone, I thought this look at valuations of US Stocks vs Emerging Market stocks was interesting. This is from a <a href="https://event.on24.com/eventRegistration/EventLobbyServlet?target=registration.jsp&eventid=644821&sessionid=1&key=36E738F342A97A081FBF42A27F3B8250&partnerref=GWM&sourcepage=register" target="_blank">conference call presentation</a> from Rob Arnott at PIMCO (<a href="https://dl.dropboxusercontent.com/u/5272982/RobArnott.pdf" target="_blank">all slides here</a>)<br />
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Really hard to be tempted by US stocks at these levels, especially with both emerging & even developed international as alternatives considering valuations. Below is another chart from the slides, showing the shorter & longer term returns from various Shiller PEs. Clearly it's a longer-term gauge historically.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRmgXx61b7Hf8mfuLRoh5Dhma6z68La-y6SYSfphmQao4eMlg2K38jOLlyud5BkGqwVRuFV1sFh_jYiY9ZpbmtFE7m9mmjMveJ1ZqLNj6-uebWs3ivvw7AlI-r8g8U2tfEV4a7OYiI8YA/s1600/ShillerForward.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRmgXx61b7Hf8mfuLRoh5Dhma6z68La-y6SYSfphmQao4eMlg2K38jOLlyud5BkGqwVRuFV1sFh_jYiY9ZpbmtFE7m9mmjMveJ1ZqLNj6-uebWs3ivvw7AlI-r8g8U2tfEV4a7OYiI8YA/s1600/ShillerForward.JPG" height="390" width="640" /></a></div>
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The Wall Street Ranterhttp://www.blogger.com/profile/08462859077926423019noreply@blogger.com130