<?xml version='1.0' encoding='UTF-8'?><rss xmlns:atom="http://www.w3.org/2005/Atom" xmlns:openSearch="http://a9.com/-/spec/opensearchrss/1.0/" xmlns:blogger="http://schemas.google.com/blogger/2008" xmlns:georss="http://www.georss.org/georss" xmlns:gd="http://schemas.google.com/g/2005" xmlns:thr="http://purl.org/syndication/thread/1.0" version="2.0"><channel><atom:id>tag:blogger.com,1999:blog-8144377839001232231</atom:id><lastBuildDate>Wed, 11 Jul 2018 07:34:40 +0000</lastBuildDate><category>Pakistan</category><category>Politics</category><category>Daily Discoveries</category><category>Violence</category><category>Media</category><category>Religion</category><category>US</category><category>World</category><category>Society</category><category>Minorities</category><category>Random</category><category>Islam</category><category>Music</category><category>Science</category><category>Things I wish I could do</category><category>Women</category><category>Blasphemy</category><category>Canada</category><category>Ecology</category><category>R</category><category>Stats</category><category>Egypt</category><category>Math</category><category>Philosophy</category><category>Technology</category><title>Kiss my roti</title><description>An ecologist&#39;s reflections on the universe and other minor things....</description><link>http://kissmyroti.blogspot.com/</link><managingEditor>noreply@blogger.com (roti fan)</managingEditor><generator>Blogger</generator><openSearch:totalResults>210</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>25</openSearch:itemsPerPage><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-111153780266096792</guid><pubDate>Sat, 25 Feb 2017 20:06:00 +0000</pubDate><atom:updated>2017-02-26T07:47:52.651-05:00</atom:updated><title>Doing ecological research in a time of genocide</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;br /&gt;&lt;table align=&quot;center&quot; cellpadding=&quot;0&quot; cellspacing=&quot;0&quot; class=&quot;tr-caption-container&quot; style=&quot;margin-left: auto; margin-right: auto; text-align: center;&quot;&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style=&quot;text-align: center;&quot;&gt;&lt;a href=&quot;https://3c1703fe8d.site.internapcdn.net/newman/gfx/news/hires/1-epidemicthis.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: auto; margin-right: auto;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;400&quot; src=&quot;https://3c1703fe8d.site.internapcdn.net/newman/gfx/news/hires/1-epidemicthis.jpg&quot; width=&quot;266&quot; /&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td class=&quot;tr-caption&quot; style=&quot;text-align: center;&quot;&gt;Water fleas, aka Daphnia&lt;/td&gt;&lt;td class=&quot;tr-caption&quot; style=&quot;text-align: center;&quot;&gt;&lt;br /&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;div style=&quot;text-align: center;&quot;&gt;Image credit: &lt;a href=&quot;http://www.sciencecodex.com/epidemic_this_year_check_the_lakes_shape&quot;&gt;ScienceCodex&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;br /&gt;&lt;/div&gt;I have always found other life forms to be significantly more interesting than humans (myself included). One of my most cherished childhood memories is holding newly hatched geckos (the feared chipkali) in my hand; small greenish-greyish balls, with tiny cumin seed eyes, pieces of the shell still attached. My dad had found them behind our water pump and excitedly called me out, promising me that it would be worth it. And it was.&lt;br /&gt;&lt;br /&gt;I don&#39;t know when my love affair with non-human organisms began. Maybe it was time my father allowed me to skip school so that we could go see the carcass of a Blue Whale that had washed up on shore. Or the countless time we went to the Mangopir shrine just to see the sacred crocodiles. This fascination has been a constant in my life even as the places, cultures, languages, food and people around me have changed. When people ask me why I decided to pursue a PhD examining the impact of behaviour on zooplankton communities of all things, it&#39;s extremely embarrassing to say that it&#39;s my childhood dream. &lt;br /&gt;&lt;br /&gt;I am increasingly wondering if this lifelong fascination with non-human organisms is a selfish decision. The &quot;reviled religious minority&quot; that I belong to is currently undergoing genocide. In the face of violent persecution, I am struggling to understand what is the value of my scientific research to my community at this point. Why do my scientific contributions matter in a world that is actively trying to erase my existence? How can I justify spending my efforts understanding how ecological communities operate when the weekly murders of tens and hundreds of people from my community goes without comment from Pakistan&#39;s Sunni majority and the rest of the world?&amp;nbsp; I think of community activists who are risking their lives to remind our fellow citizens that we too are human. That when we are gunned down on our way to work, blown up in market places or attacked in our houses of worship, our blood should be valued. My life choices are cowardly in comparison. &lt;br /&gt;&lt;br /&gt;I would like to believe the little knowledge that I contribute to this world about ecological communities matters. But any contributions I make will not stop someone from murdering me in my home, workplace or house of worship. I won&#39;t pretend that my research is an act of defiance or rebellion. It is a deeply selfish act. But it is also a necessary one. Researching how zooplankton communities operate reminds me that beyond all of this violence exists another world, one where tiny animals in the water column have the ability to change the way lakes and oceans function. When I am immersed in this world, questions about my humanity cease to matter.&amp;nbsp; &lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2017/02/doing-ecological-research-at-time-for.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>1</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-1757624224918218617</guid><pubDate>Tue, 31 Jan 2017 18:21:00 +0000</pubDate><atom:updated>2017-02-25T14:33:50.054-05:00</atom:updated><title>Data and Code for anti-Shia violence analysis</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;I wanted to provide the data and the R code for the anti-Shia violence data that I analyzed a while back. Details about the dataset including where to access it from is provided &lt;a href=&quot;http://kissmyroti.blogspot.com/2016/08/visualizing-anti-shia-violence-in.html&quot;&gt;here&lt;/a&gt; and &lt;a href=&quot;http://kissmyroti.blogspot.com/2016/06/visualizing-anti-shia-violence-in.html&quot;&gt;here&lt;/a&gt;. The R code that I used to generate this is available &lt;a href=&quot;http://pastebin.com/4rsw8uLp&quot;&gt;here&lt;/a&gt;. &lt;/div&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2017/01/data-and-code-for-anti-shia-violence.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-3548930488630040812</guid><pubDate>Mon, 22 Aug 2016 12:26:00 +0000</pubDate><atom:updated>2016-08-25T13:56:31.123-04:00</atom:updated><title>My thoughts on the Burkini Ban</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;Over the past week and a half, &lt;a href=&quot;https://www.google.ca/url?sa=t&amp;amp;rct=j&amp;amp;q=&amp;amp;esrc=s&amp;amp;source=newssearch&amp;amp;cd=1&amp;amp;cad=rja&amp;amp;uact=8&amp;amp;ved=0ahUKEwiK_dvFotLOAhXJ2R4KHU5mDbMQuogBCCEoBDAA&amp;amp;url=http%3A%2F%2Fwww.nytimes.com%2F2016%2F08%2F19%2Fworld%2Feurope%2Ffrances-burkini-bans-are-about-more-than-religion-or-clothing.html&amp;amp;usg=AFQjCNH-oJqqJRsFKwvAgKkqG-Exks7KwQ&amp;amp;sig2=LvBBH_E0dZNUo4ael2wD1Q&quot;&gt;municipal governments across France&lt;/a&gt; have banned the Burkini, a full body swimsuit with a head covering that allows Muslim women (and others who prefer to be less exposed) from beaches. On Wednesday, the French Prime Minister Manuel Walls, &lt;a href=&quot;http://www.nytimes.com/2016/08/19/world/europe/frances-burkini-bans-are-about-more-than-religion-or-clothing.html?_r=0&quot;&gt;denounced&lt;/a&gt; the garb as part of the &quot;enslavement of women&quot;. Many people have commented, tweeted and blogged about this. These are some of my thoughts:&lt;br /&gt;&lt;br /&gt;1) The ban achieves nothing. It does not affect the patriarchal forces that seek to control the lives and choices of Muslim women. Neither does it prevent radicalization in Muslim communities across Europe. It&#39;s simply a way for politicians to use the anxieties of their (non-Muslim) citizens to gain political capital by seeming to prevent extremist Islamist mass violence (Why extremist? See the work of Shadi Hamid that shows violence is NOT the norm for Islamist movements, specifically in the Middle East) without actually addressing any of the core causes of this violence (because that requires work and also there is no consensus among scholars of terrorism and radicalization on what these core motivators are).&lt;br /&gt;&lt;br /&gt;2)Burkini is different from the Burqa. The conflation between these two is a result of the ill-thought name of this type of swimsuit (Dear &lt;a href=&quot;http://www.albawaba.com/editorchoice/defense-burkini-swimsuit%E2%80%99s-creator-speaks-out-875034&quot;&gt;Aheba Zanetti&lt;/a&gt;, the creator of the Burkini, could you have not thought of a less polarizing name? I know you were trying to be humorous, but you really failed.) The Burkini allows (primarily Muslim) women to go to the beach and participate in outdoor activities that they may feel unable to do. It&#39;s the actual opposite of segregation that European politicians bemoan of, as it allows religious Muslim women to become more integrated in public spaces such as beaches and swimming pools.&lt;br /&gt;&lt;br /&gt;3) There is a long misogynistic history of fetishizing Muslim women&#39;s bodies by both Muslim and non-Muslims (especially men).&lt;br /&gt;&lt;br /&gt;I am suspicious (and very tired) of non-Muslims (especially men), who denounce the Hijab/Niqab/Chador/Burqa because of it is patriarchal and misogynist by legislatively restricting clothing options for Muslim women (and or supporting these restrictions) without dismantling the misogyny and patriarchy that promotes modesty culture; reducing the complexity and humanity of Muslim women to their dress &quot;choices&quot; (more on &quot;choices&quot; later) and marginalizing racialized Muslim communities in Western societies even further. Banning women from wearing patriarchal clothing does not result in their emancipation. Challenging the patriarchy/misogyny rooted in modesty culture without patronizing, fetishizing, speaking over and for Muslim women does. So, please let Muslim women be the prominent voices in these issues. We are burqa wearers, niqabis, hijabis, non-Hijabis, ex-Hijabis, ex-Niqabis, &quot;modest&quot; and &quot;immodest&quot; with varying levels of religious (non) beliefs. We agree and (vehemently) disagree with each other, but this debate within our communities is necessary to uproot modesty culture that negatively affects all of us. When you presume to speak for us (and often over us) or use a specific clothing as the archetype of an &quot;authentic&quot; (usually western Hijabis) or a &quot;liberated&quot; (usually a non-western non-Hijabi) Muslim woman, this enforces the oppressive modesty culture in our communities. When a Hijabi woman is held up as the archetypal Muslim woman, this intensifies social pressure on non-Hijabis in our communities/Muslim majority societies to wear the Hijab. When a non-Hijabi woman is considered as the archetypal &quot;liberated&quot; Muslim woman, not only does it perpetuate the notion that liberation or oppression of Muslim women is exclusively linked to their clothing, but it adds to the discrimination that Hijabi women face at work and in the public sphere (yes, Hijabi women face more discrimination, harassment and violence than non-Hijabi women in Western societies). This also results in additional social pressure on non-Hijabi women to veil because many Muslim communities will aggressively promote Hijab/Niqab/Chador/Burqa as a counter response. It also intensifies social pressure for non-Hijabi women who want to veil but are actively prevented by their families/spouses from doing so (yes, these women also exist). Regardless of how we cover our bodies, Muslim women face gender based discrimination in access to education, healthcare and employment, in addition to FGM, honor killings, acid attacks, domestic and sexual violence. Policing our clothing &quot;choices&quot; does not eliminate these issues. &lt;br /&gt;&lt;br /&gt;I am equally suspicious (and very tired) of Muslim men who promote modesty culture and police/pressure women&#39;s bodies. We should not (and &lt;u&gt;&lt;b&gt;will not&lt;/b&gt;&lt;/u&gt;) bear the burden of your sexual desire. Your sexual attraction is your problem. Stop categorizing us as moral and immoral based on what we wear. We refuse to be reduced to our clothing. We are tired of being the topic of conversations that we are actively prevented from participating in. Stop speaking for and over us. We are more than capable of speaking for ourselves. If you really care about our rights, stop promoting, supporting and condoning FGM, honor killings, gender based discrimination, domestic and sexual violence in our communities and societies. &lt;br /&gt;&lt;br /&gt;4) Clothing &quot;choices&quot; that Muslim women make are constrained primarily by the beliefs of the woman making the &quot;choice&quot; and the expediency that it will provide. As Bina Shah &lt;a href=&quot;https://thefeministani.wordpress.com/2016/08/19/how-to-talk-about-the-burkini/&quot;&gt;writes&lt;/a&gt;:&lt;br /&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;br /&gt;&lt;/div&gt;&lt;blockquote class=&quot;tr_bq&quot;&gt;&lt;div style=&quot;text-align: left;&quot;&gt;In Pakistan, where I live, there is no law — as in Saudi Arabia or Iran —  about what women should wear. Dress codes&amp;nbsp;are left to be defined by  institutions, organizations, families. They veer on the conservative  most of the time, except in certain bastions of Westernized society.  Society still dictates that women should not leave the house unless  properly —&amp;nbsp;&lt;i&gt;decently —&amp;nbsp;&lt;/i&gt;clothed. This means a woman can be entrapped in her house, if she doesn’t&amp;nbsp;&lt;i&gt;choose&lt;/i&gt; to wear the burqa.&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;br /&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;Therefore you see hundreds of thousands of Pakistani women&amp;nbsp;&lt;i&gt;choosing&lt;/i&gt; to wear a burqa because it is a matter of expediency. They wear the  burqas to their jobs in the malls, in schools, in houses as domestic  workers, to beauty salons. When they get to their destinations they take  off the burqa and wear a uniform. Then they put the burqa back on  before going home.&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;br /&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;So that women can be empowered financially, or get their educations,  the burqa, or the burkini, becomes the vehicle of expediency. The  mistake we make is to mistake it as the actual&amp;nbsp;agency of women. If it  were truly so, we wouldn’t see the images of Syrian women burning their  burqas as soon as their villages were liberated by ISIS. We would see  thousands of women rushing to don burqas for no other reason than faith  alone.&lt;/div&gt;&lt;/blockquote&gt;&lt;br /&gt;Muslim women make decisions on how to cover or not cover based on the contexts that they are situated in. For many Muslim women living in Western societies, the Hijab is an expression of their faith and they wear it as such. For others, it is an expression of their Muslim identity; a way to assert difference from the dominant social group. For others still, it is a way for them to gain financial and social independence while navigating the overwhelming patriarchy in their families and communities. Banning veils from the public sphere in Western societies will only limit Muslim women in socially coercive situations from gaining financial and social independence which will allow them to remove themselves from their oppressive contexts or challenge them in the future. In many Muslim majority societies where modesty culture and conservative values prevail, the Hijab/Niqab/Chador/Burqa become tools that Muslim women use to circumvent and challenge patriarchal control of their lives.&lt;br /&gt;&lt;br /&gt;5)Banning the Hijab/Niqab/Chador/Burqa without confronting the patriarchy and misogyny that created modesty culture in the first place hasn&#39;t lead to the emancipation of Muslim women in Muslim majority societies. Instead, it has actually led to scaling back of women&#39;s rights. The Islamic Revolution of Iran, a reaction to the forced secularization of Iran under Reza Shah Pahlavi (which included banning the Chador in public) resulted in the enforcement of modesty culture on Iranian women by law. The forced secularization of Turkey, by Mustafa Kemal Ataturk and subsequently the Turkish military, paved the way for the conservative Islamist AKP party to gain power and actively promote modesty culture on Turkish women. Neither the white revolution of Reza Shah Pahlavi nor the secularization of Ataturk challenged the underlying misogyny and patriarchy of modesty culture. If modesty culture had been challenged publicly and the lies that patriarchy perpetuates about women and their role in society had been dismantled,Islamists would have been unable&amp;nbsp; to impose regressive norms for women without significant push back from these societies. &lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2016/08/my-thoughts-on-burkini-ban.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-4841357771645162407</guid><pubDate>Tue, 02 Aug 2016 01:50:00 +0000</pubDate><atom:updated>2016-08-01T22:00:39.533-04:00</atom:updated><title>Visualizing anti-Shia violence in Pakistan Part II 1/2: anti-Shia violence vs Terrorism </title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;As my last post examining where Shias experience the most violence in Pakistan made the rounds on twitter (thanks to @bilalfqi) a few people tweeted if anti-Shia violence differed from other acts of mass violence (especially terrorism related) in the country. So I compared data on civilian terrorism-related deaths provided by &lt;a href=&quot;http://www.satp.org/satporgtp/countries/pakistan/database/casualties.htm&quot;&gt;South Asian Terrorism Portal&lt;/a&gt; (SATP) with deaths from anti-Shia violence used in my earlier analyses. Because SATP has not compiled terrorism related deaths prior to 2003 and the anti-Shia violence data (from Tashaddud with sectarian attacks on Sunnis removed) I used does not exist after 2014, I only assessed terrorism related deaths and Shia deaths due to anti-Shia violence between 2003 and 2014. The number of people killed in both anti-Shia and terrorism related violence are underestimated as people injured in these attacks may die a  few days, weeks or months later. Please note that &quot;significance&quot;, refers to statistical significance (p values less than 0.05). &lt;br /&gt;&lt;br /&gt;Here are my results:&lt;br /&gt;&lt;br /&gt;#1) Terrorism-related violence has increased approximately 1200% from 2003 to 2014 (p &lt; 0.0001, negative binomial GLM).&lt;br /&gt;&lt;br /&gt;#2)More civilians (including Shias) in total are killed in terrorism-related violence than specifically anti-Shia violence. &lt;br /&gt;&lt;br /&gt;#3)Proportionally, deaths due to anti-Shia violence are equivalent to or more&amp;nbsp; than terrorism related violence in Pakistan. Terrorism related violence has resulted in the deaths of 0.01% of Pakistanis between 2003 and 2014, while anywhere from 0.009% (assuming Shias are 10% of population) to 0.015% (assuming Shias are 15% of population) of Shias have been killed during this period.&lt;br /&gt;&lt;br /&gt;Estimates of current Pakistani population taken from &lt;a href=&quot;http://www.worldometers.info/world-population/pakistan-population/&quot;&gt;here&lt;/a&gt;. To estimate Shia populations, the total Pakistani population was multiplied by 10 or 15%. Proportional deaths were determined by dividing the total number of people killed by the population estimate, which was the total population estimate for terrorism related deaths and estimated Pakistani Shia population for anti-Shia violence (estimates for percent Shia population in Pakistan (10-15%) based on &lt;a href=&quot;http://www.pewforum.org/2009/10/07/mapping-the-global-muslim-population/&quot;&gt;PEW 2009 poll&lt;/a&gt;). &lt;br /&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://2.bp.blogspot.com/-hpz2eQlaHjY/V5_5cVK7_SI/AAAAAAAAAlc/fNONxMl14wUEmgbfNWI2S4hrecJ_ey_BQCLcB/s1600/GeneralvsShia.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://2.bp.blogspot.com/-hpz2eQlaHjY/V5_5cVK7_SI/AAAAAAAAAlc/fNONxMl14wUEmgbfNWI2S4hrecJ_ey_BQCLcB/s1600/GeneralvsShia.png&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2016/08/visualizing-anti-shia-violence-in.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://2.bp.blogspot.com/-hpz2eQlaHjY/V5_5cVK7_SI/AAAAAAAAAlc/fNONxMl14wUEmgbfNWI2S4hrecJ_ey_BQCLcB/s72-c/GeneralvsShia.png" height="72" width="72"/><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-6305689736902853519</guid><pubDate>Mon, 20 Jun 2016 03:56:00 +0000</pubDate><atom:updated>2016-06-21T17:07:56.820-04:00</atom:updated><title>Visualizing Anti-Shia Violence in Pakistan Part II: Where do Shias experience the most violence?</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;This is part of a continuing series on visualizing anti-Shia violence in Pakistan. As I mentioned in the &lt;a href=&quot;http://kissmyroti.blogspot.ca/2016/02/visualizing-anti-shia-violence-in.html&quot;&gt;first post&lt;/a&gt;, all analyses in this series have been conducted using the &lt;a href=&quot;http://tashaddud.org/&quot;&gt;Tashaddud sectarian violence data set&lt;/a&gt;. In this post, I will be using this data set to determine where anti-Shia violence is most prevalent in Pakistan.&lt;br /&gt;&lt;br /&gt;I analyzed differences in the number of anti-Shia attacks, Shias killed and Shias killed per attack across all provinces and cities listed in the data set using generalized linear models (GLMs). GLMs with Poisson, quasi-Poisson or negative binomial distribution were chosen based on AIC values. For province models, we examined differences between all provinces for each year. For the city models, I only included data from four cities; Karachi, Quetta, Peshawar and Dera Ismail Khan where attacks occurred in four or more years between 2001 and 2013, examining the differences between all cities for each year. The structure of the final models was determined using log likelihood ratio tests. I also assessed the importance of Year and Province/City using conditional inference trees (party package version 1.0-25). Condition inference trees allowed me to determine differences in the number of anti-Shia attacks, Shias killed and Shias killed per attack across all provinces, cities and years. Splits for each conditional inference tree were determined using Monte Carlo multiplicity adjusted p values with 10,000 permutations. As in my earlier post, significant refers to statistical significance; p values less than 0.05. All statistical analyses were performed in R (version 3.0.3). All plots were also created using R.&lt;br /&gt;&lt;br /&gt;Note: Anti Shia violence data from Tashaddud was only available  for a nine year period from 2001 to 2013. I added data for the number  of ppl killed and injured for 2014 from the &lt;a href=&quot;https://www.google.ca/url?sa=t&amp;amp;rct=j&amp;amp;q=&amp;amp;esrc=s&amp;amp;source=web&amp;amp;cd=1&amp;amp;cad=rja&amp;amp;uact=8&amp;amp;ved=0ahUKEwim8-3OlIDLAhUjvYMKHVxVCpcQFggfMAA&amp;amp;url=http%3A%2F%2Fwww.uscirf.gov%2F&amp;amp;usg=AFQjCNGbVOVlPumQNZu_cPvcGy9Yjonxeg&amp;amp;sig2=PuWZlQfzx4Tv-DPW7RxbYQ&quot;&gt;United States Commission on International Religious Freedom&lt;/a&gt; 2014 report on Pakistan. &lt;b&gt;&lt;u&gt;&lt;span style=&quot;color: red;&quot;&gt;Before plotting any data or performing any  analysis, I removed any data for violent attacks by Shias on  LeJ/ASWJ/Sunni Tehreek members (108 of 723 data points). Therefore I only analysed data specific to anti-Shia violence from this dataset.&lt;/span&gt;&lt;/u&gt;&lt;/b&gt;&lt;br /&gt;&lt;i&gt;(added June 21st 2016 to address comments by @AizazAli)&amp;nbsp;&lt;/i&gt;&lt;b&gt;&lt;u&gt; &lt;/u&gt;&lt;/b&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;br /&gt;Here are my results:&lt;br /&gt;&lt;br /&gt;#1)&amp;nbsp; Sindh had a greater number of Anti-Shia attacks as compared to other provinces (p = 0.033 for Sindh). While Balochistan had the next highest number of Anti-Shia attacks, this was not significantly different from other provinces. Anti-Shia attacks &lt;u&gt;&lt;b&gt;increased by 359%&lt;/b&gt;&lt;/u&gt; across all provinces after 2011 (p = 0.02)&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://2.bp.blogspot.com/-v0x1miM8xww/V1TwhqsNC0I/AAAAAAAAAjE/jDXcC3eeNCM03TKNkgj1N2eHwcyOHytwwCLcB/s1600/AttacksProvince.png&quot; imageanchor=&quot;1&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;640&quot; src=&quot;https://2.bp.blogspot.com/-v0x1miM8xww/V1TwhqsNC0I/AAAAAAAAAjE/jDXcC3eeNCM03TKNkgj1N2eHwcyOHytwwCLcB/s640/AttacksProvince.png&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;/div&gt;&lt;br /&gt;#2) Karachi had the greatest number of Anti-Shia attacks in Pakistan (p = 0.011), followed by Quetta (p = 0.07, marginally non-significant). There was no difference in the number of Anti-Shia attacks between the other cities. After 2011, there was a &lt;u&gt;&lt;b&gt;560% increase&lt;/b&gt;&lt;/u&gt; in the number of Anti-Shia attacks across these four cities (conditional inference trees, p = 0.037). &lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://4.bp.blogspot.com/--VVP_PR_388/V1Twj4f7ydI/AAAAAAAAAjM/VQo_LcXkiNgCG1Lp4P9KT9IqEDksQ4RRwCLcB/s1600/AttacksCity.png&quot; imageanchor=&quot;1&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;640&quot; src=&quot;https://4.bp.blogspot.com/--VVP_PR_388/V1Twj4f7ydI/AAAAAAAAAjM/VQo_LcXkiNgCG1Lp4P9KT9IqEDksQ4RRwCLcB/s640/AttacksCity.png&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;#3) Overall, there was no difference in the number of Shias killed across each province/region, with the exception of Gilgit-Baltistan where significanlty fewer Shias killed (p = 0.01). However, after 2011, the number of Shias killed &lt;u&gt;&lt;b&gt;increased by 195%&lt;/b&gt;&lt;/u&gt; for all provinces (p = 0.006, conditional inference trees). &lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://4.bp.blogspot.com/-Rgqdqm-nhiE/V1T0kcF6jDI/AAAAAAAAAjY/gvHpypJmz8kZ-9ZzF2YJtc3zxhPo1IK-wCLcB/s1600/Killedprovince.png&quot; imageanchor=&quot;1&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;640&quot; src=&quot;https://4.bp.blogspot.com/-Rgqdqm-nhiE/V1T0kcF6jDI/AAAAAAAAAjY/gvHpypJmz8kZ-9ZzF2YJtc3zxhPo1IK-wCLcB/s640/Killedprovince.png&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;#4)There was no significant difference in the number of Shias killed across all cities with the exception of Quetta, which had the greatest number of Shias killed (marginally non-significant increase for Quetta; p = 0.06), followed by Karachi (statistically non significant, p = 0.23). Additionally, there was a &lt;u&gt;&lt;b&gt;283% increase&lt;/b&gt;&lt;/u&gt; in the number of Shias killed after 2011 (p = 0.019, conditional inference trees) across these four cities.&lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://3.bp.blogspot.com/-PG8zYrrMaXc/V1T0mQNqN7I/AAAAAAAAAjg/1o-s7654k1cNIHmA9oYdDC2gVNKS_OZwQCLcB/s1600/killedcity.png&quot; imageanchor=&quot;1&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;640&quot; src=&quot;https://3.bp.blogspot.com/-PG8zYrrMaXc/V1T0mQNqN7I/AAAAAAAAAjg/1o-s7654k1cNIHmA9oYdDC2gVNKS_OZwQCLcB/s640/killedcity.png&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;a href=&quot;https://1.bp.blogspot.com/-W4uLVwZ1xl4/V1T1zdRT3OI/AAAAAAAAAj0/CX8GGvINR2EEYOPjkVnNBbscc2or7GdnQCLcB/s1600/killedattackcity.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;#5) Shias in the FATA region experience the most deadliest attacks across all of Pakistan (conditional inference trees, p = 0.0003), with significantly more Shias killed per attack than any other province. Anti Shia attacks in FATA are &lt;b&gt;&lt;u&gt;430% deadlier&lt;/u&gt;&lt;/b&gt; than anti-Shia attacks in any other province or region. This suggests that there are more acts of large scale anti-Shia violence (e.g. bomb blasts in public spaces) than any other region in the country. An &lt;u&gt;&lt;b&gt;average of 26 people die &lt;/b&gt;&lt;/u&gt;in an anti-Shia attack in FATA, while an &lt;u&gt;&lt;b&gt;average of 3 people die&lt;/b&gt;&lt;/u&gt; in anti-Shia attacks in Sindh.&amp;nbsp; &lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://1.bp.blogspot.com/-nbzdV2tq13g/V2f6MhWp8NI/AAAAAAAAAkg/PXuAIZmuzkYhrbPPzhU1hepvxk1tNjskQCLcB/s1600/killedattackprovince.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;640&quot; src=&quot;https://1.bp.blogspot.com/-nbzdV2tq13g/V2f6MhWp8NI/AAAAAAAAAkg/PXuAIZmuzkYhrbPPzhU1hepvxk1tNjskQCLcB/s640/killedattackprovince.png&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;#6) There was no significant difference in the number of Shias killed per  attack in Karachi, Quetta, Peshawar and Dera Ismail Khan suggesting that  the types of attacks in each of these cities is similar.&lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://2.bp.blogspot.com/-cUADB9Ruoz0/V2f6S8wzO-I/AAAAAAAAAko/EIuTgpk1kIcaihtk-1-l2U2PaAl8I8kpgCLcB/s1600/killedattackcity.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;640&quot; src=&quot;https://2.bp.blogspot.com/-cUADB9Ruoz0/V2f6S8wzO-I/AAAAAAAAAko/EIuTgpk1kIcaihtk-1-l2U2PaAl8I8kpgCLcB/s640/killedattackcity.png&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;My results seem to suggest that Karachi(Sindh) and Quetta(Balochistan) are the most dangerous places in Pakistan for Shia Muslims. This is not surprising given the near daily threats, attacks or assassinations on members of the Shia intelligentsia in Karachi or the plight of the Hazara Shia community that have been forced to physically segregate in Quetta due to constant threats of suicide attacks and assassinations.&lt;br /&gt;&lt;br /&gt;The roots of anti-Shia militia (and organized anti-Shia violence) lie in dynamics of wealth, power and class of rural Southern Punjab, a region dominated by Shia feudal lords and Sunni peasants (1). However, anti-Shia violence has shifted from its class conflict beginnings to exploiting ethnic tensions in both cities. In Karachi, most Shias tend to be descendants of migrants from the North Indian city states, known as Muhajirs. Muhajirs (both Shia and Sunni) are in conflict with Pashtun immigrants (mostly Sunni) from Khyber-Pakhtunkhwa and Afghanistan for political dominance of the city. In Quetta, ethnic Hazaras are seen as agents of Iran and therefore implicated in oppression of Baluch nationalists/separatists by both Iran and Pakistan.&lt;br /&gt;&lt;br /&gt;No city in Punjab has experienced violence comparable to Karachi/Quetta&amp;nbsp; despite producing the most violent and well established anti-Shia militias (LeJ/SSP/TTP). Possible explanations for this discrepancy may be the ease at which militarization is possible in both Karachi and Quetta as compared to rural Punjab, a greater opportunity for networking with other Sunni supremacist organizations in Karachi and multi-state extremist groups (e.g. Haqqani network &amp;amp; Taliban) in Quetta, the ease of visually identifying Hazara Shias in Quetta, a greater availability of prominent Shia targets in both cities and/or greater media/public exposure for anti-Shia violence in Karachi. Additionally, the importance of Karachi as Pakistan&#39;s trading hub, and the physical proximity of Quetta to both Iran/Afghanistan may allow anti-Shia militias to network with like-minded groups internationally, making Shias in these two cities especially vulnerable to violence. &lt;br /&gt;&lt;br /&gt;&amp;nbsp;Footnotes&lt;br /&gt;&lt;br /&gt;(1)Waseem, Mohammad in association with Kamran, Tahir; Ahmed Ali, Mukhtar; Riikonen, Katja ‘&lt;i&gt;Dilemmas of Pride and Pain: Sectarian Conflict and Conflict Transformation in Pakistan’,&amp;nbsp;&lt;/i&gt;Working Paper 48- 2010, Religions and Development Research Program&lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2016/06/visualizing-anti-shia-violence-in.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://2.bp.blogspot.com/-v0x1miM8xww/V1TwhqsNC0I/AAAAAAAAAjE/jDXcC3eeNCM03TKNkgj1N2eHwcyOHytwwCLcB/s72-c/AttacksProvince.png" height="72" width="72"/><thr:total>3</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-1537938414729749896</guid><pubDate>Thu, 18 Feb 2016 03:08:00 +0000</pubDate><atom:updated>2016-03-18T18:27:44.260-04:00</atom:updated><title>Visualizing Anti-Shia violence in Pakistan Part I:  Has Anti-Shia Violence increased in Pakistan?</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;I have been playing around with the &lt;a href=&quot;http://tashaddud.org/&quot;&gt;Tashaddud sectarian violence dataset&lt;/a&gt; intermittently between thesis related analyses for the past year or so. What is really special about this dataset is that by tracking Anti-Shia violence using newspaper articles from the &lt;a href=&quot;http://www.dawn.com/archive&quot;&gt;DAWN archive&lt;/a&gt;, it includes city/town specific data on (mostly) Anti-Shia killings and attacks including the initial number of ppl killed (as published by the newspaper, an underestimate as many of the injured may die in the days/weeks/months following an attack), and injured (overestimate as many injured may die in the days/weeks/months following an attack). Additionally, this dataset also provides details about the religious affiliation of the attacker (Sunni or Shia) and some of the personal details about the professions of the victims. While I have been spending most of my time trying to add information about the type of attack (Assassination, Mass Shooting, Sectarian Clash, Bomb Blast, Suicide Blast, Arson). location (street, Imambargah, shop, medical facility, marketplace, education facility, home, religious procession) and the occupation of the victims (doctor, lawyer, politician..etc) from the DAWN articles references in the dataset, I had some time recently to analyse general trends in Anti-Shia violence.&lt;br /&gt;&lt;br /&gt;Brief note: In addition to visualizing the trends in the data, I also conducted statistical analyses using generalized linear models. Model selection was based on the minimum adequate model criterion using AICc to determine which statistical distribution to use for null hypothesis significant testing (either poisson, quasi-poisson or negative binomial) and log likelihood ratio tests to determine which explanatory variables were important in explaining the variation in response. Details about the analyses and relevant code will be provided in an upcoming post. I also used conditional inference regression trees based on machine learning to determine if there were any thresholds in explanatory variables explaining Anti-Shia violence using Bonferonni adjusted p-values. The word significance in this post denotes statistical significance (p &lt; 0.05). &lt;br /&gt;&lt;br /&gt;Brief note #2: Anti Shia violence data from Tashaddud was only available for a nine year period from 2001 to 2013. I added data for the number of ppl killed and injured for 2014 from the &lt;a href=&quot;https://www.google.ca/url?sa=t&amp;amp;rct=j&amp;amp;q=&amp;amp;esrc=s&amp;amp;source=web&amp;amp;cd=1&amp;amp;cad=rja&amp;amp;uact=8&amp;amp;ved=0ahUKEwim8-3OlIDLAhUjvYMKHVxVCpcQFggfMAA&amp;amp;url=http%3A%2F%2Fwww.uscirf.gov%2F&amp;amp;usg=AFQjCNGbVOVlPumQNZu_cPvcGy9Yjonxeg&amp;amp;sig2=PuWZlQfzx4Tv-DPW7RxbYQ&quot;&gt;United States Commission on International Religious Freedom&lt;/a&gt; 2014 report on Pakistan.&amp;nbsp; Before plotting any data or performing any analysis, I removed any data for violent attacks by Shias on LeJ/ASWJ/Sunni Tehreek members (108 of 723 data points). &lt;br /&gt;&lt;br /&gt;Trend #1: The number of Anti-Shia attacks has increased significantly from 2001 to 2014 (p&lt;0 .0001, dispersion=&quot;1.24). &lt;br /&gt;&lt;a href=&quot;https://1.bp.blogspot.com/--bJg2U-bdfg/VsUhTxkCshI/AAAAAAAAAeM/vHUlqsGa8uo/s1600/Attacksperyear.png&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://1.bp.blogspot.com/--bJg2U-bdfg/VsUhTxkCshI/AAAAAAAAAeM/vHUlqsGa8uo/s1600/Attacksperyear.png&quot; /&gt;&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;/0&gt;&lt;br /&gt;&lt;div style=&quot;text-align: left;&quot;&gt;Trend #2: The number of Pakistani Shias killed has increased significantly (p&lt;0.0001, dispersion = 0.704). However, there was no trend detected in the number of people killed per attack (p = 0.904), suggesting that there has been no change in the deadliness of Anti-Shia violence during this 14 year period. &lt;br /&gt;&lt;a href=&quot;http://3.bp.blogspot.com/-95GoC6RiVgU/VsUoIToyp5I/AAAAAAAAAfE/MClq5VcqYXs/s1600/killedattack2.png&quot; imageanchor=&quot;1&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://3.bp.blogspot.com/-95GoC6RiVgU/VsUoIToyp5I/AAAAAAAAAfE/MClq5VcqYXs/s1600/killedattack2.png&quot; /&gt;&lt;/a&gt;&amp;nbsp;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;br /&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;br /&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;Trend #3: The number of Anti-Shia attacks increased after 2007 (p =0.01, predicted effect size = 48.3%. Units for y axes on boxplots are number of attacks. &lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;https://4.bp.blogspot.com/-StBQF32su6s/VsUxJtBvHcI/AAAAAAAAAf0/OY262rCMnw0/s1600/killedtree.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;/a&gt;&lt;a href=&quot;http://3.bp.blogspot.com/-Se80VdWJKho/VsUpKs7xQYI/AAAAAAAAAfY/7dkdu9ddwyU/s1600/killedtree.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://3.bp.blogspot.com/-Se80VdWJKho/VsUpKs7xQYI/AAAAAAAAAfY/7dkdu9ddwyU/s1600/killedtree.png&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;a href=&quot;http://4.bp.blogspot.com/-JDHC2nRx7g8/VsUoRabvmHI/AAAAAAAAAfM/sduFF0hyP8g/s1600/attacktree.png&quot; imageanchor=&quot;1&quot;&gt;&lt;/a&gt;&lt;br /&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;Trend #4: The number of Pakistani Shias killed also increased after 2007(p= 0.004, predicted effect size = 179%). Units for y axes on boxplots are number of people killed.&amp;nbsp;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;a href=&quot;https://4.bp.blogspot.com/-StBQF32su6s/VsUxJtBvHcI/AAAAAAAAAf0/OY262rCMnw0/s1600/killedtree.png&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;https://4.bp.blogspot.com/-StBQF32su6s/VsUxJtBvHcI/AAAAAAAAAf0/OY262rCMnw0/s1600/killedtree.png&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;a href=&quot;http://1.bp.blogspot.com/-4O4qbMlkUOw/VsUpuuajN2I/AAAAAAAAAfk/3dtOlIStZPU/s1600/killedattack.png&quot; imageanchor=&quot;1&quot;&gt;&lt;/a&gt; &lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;Coming up: Visualizing Anti-Shia violence in Pakistan Part II: Where do Pakistani Shias experience the most Anti-Shia Violence?&lt;/div&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2016/02/visualizing-anti-shia-violence-in.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://1.bp.blogspot.com/--bJg2U-bdfg/VsUhTxkCshI/AAAAAAAAAeM/vHUlqsGa8uo/s72-c/Attacksperyear.png" height="72" width="72"/><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-520369836705770572</guid><pubDate>Mon, 28 Dec 2015 14:20:00 +0000</pubDate><atom:updated>2016-04-07T18:43:18.493-04:00</atom:updated><title>Denying women agency: How socially coercive unveiling promoted religious extremism in Muslim communities</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;Debates about veiling and unveiling within the numerous Muslim communities across the world usually fall within the following two categories:&lt;br /&gt;&lt;br /&gt;1) Are &lt;a href=&quot;https://en.wikipedia.org/wiki/Hijab&quot;&gt;Hijab&lt;/a&gt;/&lt;a href=&quot;https://en.wikipedia.org/wiki/Niq%C4%81b&quot;&gt;Niqab&lt;/a&gt;/&quot;Insert other female dress codes here&quot;&amp;nbsp; religiously mandated? If so, which degree of head/face covering in women is required?&lt;br /&gt;&lt;br /&gt;2) What is the effect of Hijab/Niqab and other &quot;religiously&quot; mandated dress on women in global Muslim communities? Are they oppressive or liberating?&lt;br /&gt;&lt;br /&gt;The answer to #1 among majority of Muslim &lt;strike&gt;male&lt;/strike&gt; clergy of all sects (except &lt;a href=&quot;https://www.facebook.com/notes/shah-karim-al-hussaini-the-aga-khan-iv/excerpts-the-aga-khan-iii-and-aga-khan-iv-on-the-veil-headscarf-hijab-and-purdah/771969999488572/&quot;&gt;Aga Khani Ismailies&lt;/a&gt;) is yes for Hijab, despite no mention of female head/face coverings in the Quran (see 7:26, 24:31, 33:59). In Sunni Islam, clergy are still debating if the Niqab is mandatory, but many recommend it.&lt;br /&gt;&lt;br /&gt;For #2, the majority of Muslim men and women today consider the Hijab/Niqab to be a visible symbol of the &quot;respect&quot; and &quot;equality&quot; that Islam affords women, a vanguard against the (&lt;a href=&quot;https://www.youtube.com/watch?v=kMS4VJKekW8&amp;amp;feature=youtu.be&quot;&gt;harmful&lt;/a&gt;) &lt;a href=&quot;http://pss.sagepub.com/content/early/2013/01/22/0956797612452574.abstract&quot;&gt;objectification&lt;/a&gt; and &lt;a href=&quot;http://www.apa.org/pi/women/programs/girls/report-full.pdf&quot;&gt;hyper-sexualization&lt;/a&gt; of women&#39;s bodies associated with the spread of &quot;Western&quot; cultural values. On the other hand, many Muslim (often Non-western) and Ex-Muslims&amp;nbsp; emphasize (rightly) how the Hijab/Niqab enforce &lt;a href=&quot;http://www.theexmuslim.com/2014/06/30/i-dont-oppose-the-hijab-because-i-was-forced-i-oppose-the-hijab-because-it-sucks/&quot;&gt;patriarchal social norms of women&#39;s sexuality&lt;/a&gt;,&lt;a href=&quot;http://nation.com.pk/blogs/24-Dec-2015/it-s-hard-to-accept-hijab-as-a-symbol-of-liberation-in-free-societies-when-millions-are-oppressed#.Vnx32mNBlFN.twitter&quot;&gt; reduce women&#39;s visibility&lt;/a&gt; in the public sphere and are a &lt;a href=&quot;http://www.huffingtonpost.ca/raheel-raza/niqab-burka-ban-canada_b_8189112.html&quot;&gt;visible symbol of Islamism &lt;/a&gt;(political fascist Islamic ideologies) in Muslim societies.&lt;br /&gt;&lt;br /&gt;Debates about the Hijab/Niqab in Islamic law explicitly bar women from exercising any agency in how they dress. Since only men (traditionally) can interpret religious texts to determine Sharia law, women are also denied participation in any decision making process. This &lt;a href=&quot;http://www.newstatesman.com/politics/religion/2015/11/muslim-man-i-am-sick-our-obsession-hijab&quot;&gt;obsession&lt;/a&gt; with women&#39;s dress codes also limits the ability of women to interact with and experience religious spirituality beyond their physical dress. Additionally, by focusing mostly on obligatory dress codes when discussing women, these debates enforce existing misogynistic gender roles in Muslim communities (women can &lt;u&gt;&lt;b&gt;ONLY&lt;/b&gt;&lt;/u&gt; be&lt;b&gt; &lt;/b&gt;mothers and homemakers), severely restricting any female self-determination.&lt;br /&gt;&lt;br /&gt;However, in many Muslim majority countries unveiling has not always been an act of female agency.&amp;nbsp; Well known examples include Turkey, where &lt;a href=&quot;https://en.wikipedia.org/wiki/Mustafa_Kemal_Atat%C3%BCrk&quot;&gt;Mustafa Kemal Ataturk&lt;/a&gt;&#39;s secularization &lt;a href=&quot;https://mpra.ub.uni-muenchen.de/16052/1/MPRA_paper_16052.pdf&quot;&gt;limit&lt;/a&gt;&lt;a href=&quot;https://mpra.ub.uni-muenchen.de/16052/1/MPRA_paper_16052.pdf&quot;&gt;ed&lt;/a&gt; veiled women from participating in the public sphere &quot;resulting in tens of thousands of female students (forced to) leave universities&quot; (see page 47) and &lt;a href=&quot;http://ic.ucsc.edu/~rlipsch/AFRICOM/Zahedi.pdf&quot;&gt;Reza Shah Pehlavi&#39;s white revolution&lt;/a&gt;, which barred veiled women from holding jobs, attending schools and access to receiving services from restaurants, hotels and theatres (see page 84). In countries where such bans were not legally instituted, women&#39;s agency over their dress was suppressed by social coercion. My grandmother, who wore the &lt;a href=&quot;http://images.indianexpress.com/2015/07/salman-khan-burqa-759.jpg&quot;&gt;Indian burka&lt;/a&gt; while attending university in the 1940&#39;s, was forced to remove it after marrying my grandfather. Her veiling and unveiling was determined by the class anxieties of her father, who enforced the Burka; normative of upper class Indian Muslim families (while sending her to post-secondary education, which was not normative at the time) and her husband, who enforced unveiling to signal his membership in the emerging modern middle class. My grandmother&#39;s story is not unique. Such experiences were very common among women in North Africa and South Asia during this time period (there were also many women that chose to unveil as well, but these remained in the minority). &lt;br /&gt;&lt;br /&gt;The resurgence of the Hijab/Niqab, in Muslim majority countries cannot be understood completely without understanding the role that social coercion played in the unveiling of women almost 70-100 years ago. &lt;a href=&quot;http://www.amazon.com/Beyond-Veil-Revised-Edition-Male-Female/dp/0253204232&quot;&gt;Feminist discussions &lt;/a&gt;on the oppressive and misogynistic nature of veiling in many Muslim majority countries never achieved prominence, often because of political instability and totalitarianism. This lack of public discourse meant that veiling and unveiling were never broadly understood as acts of individual female agency, making these societies vulnerable to Islamism. Islamism promotes the Hijab/Niqab as an antidote to the sexualization of women in society, making the veil appear as an appealing alternative, one that provides women agency over their own bodies. Without any existing frameworks to dismantle these &lt;u&gt;&lt;b&gt;false&lt;/b&gt;&lt;/u&gt; claims of agency, the daughters and granddaughters of women who were coerced into unveiling accept the veil and often Islamism as their liberation. Once a critical mass of women &lt;strike&gt;use their agency to&lt;/strike&gt; start veiling within an Islamist context (&lt;b&gt;where female agency is only limited to choosing to veil&lt;/b&gt;), a socially coercive culture of chastity and modesty is created. This modesty culture enforces veiling, making it difficult for (and sometimes actively prevents) other women to exercise their own agency and remain unveiled.&lt;br /&gt;&lt;br /&gt;The decision to veil and unveil &lt;u&gt;&lt;b&gt;should be &lt;/b&gt;&lt;/u&gt;a personal decision. Muslim and Ex-Muslims fighting religious fundamentalism in their communities should unequivocally promote women&#39;s agency in choosing their dress. An unequivocal support of women&#39;s agency to veil or unveil, &lt;b&gt;does not &lt;/b&gt;mean blind acceptance of the misogyny that the Hijab, and to a much greater degree, the Niqab represent. However, denying women agency to choose their dress, no matter how oppressive the dress is, empowers Islamists by supporting their narratives of victimhood. Additionally, any bans that limit the participation of veiled Muslim women in the public sphere only strengthen existing misogyny, especially in conservative Muslim communities where female public presence is socially/culturally limited or non-existent. Instead, a healthy public debate about the oppressive and misogynistic natures of these garments should be promoted, so that women can make informed decisions about veiling and unveiling; decisions that cannot be easily influenced by Islamists. The power of such debates should not be ignored. It is these debates that informed my personal decision to take off the Hijab. &lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2015/12/denying-women-agency-how-socially.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-3538737794405019996</guid><pubDate>Sat, 27 Dec 2014 22:05:00 +0000</pubDate><atom:updated>2016-04-07T18:57:48.505-04:00</atom:updated><title>On outrage, acceptable and unacceptable loss: My thoughts on the Peshawar Attack</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;Last week, I was shaken out of my thesis induced stupor by the attack on the &lt;a href=&quot;http://www.bbc.com/news/live/world-asia-30491113&quot;&gt;army public school in Peshwar&lt;/a&gt; by the &lt;a href=&quot;http://www.satp.org/satporgtp/countries/pakistan/terroristoutfits/ttp.htm&quot;&gt;Tehreek-e-Taliban Pakistan (TTP)&lt;/a&gt;. The horrific nature of this attack, with students and teachers executed in cold blood and the resulting deaths of 141 people, has rightly caused outrage in our society. However, this outrage is not enough.&lt;br /&gt;&lt;br /&gt;When I first heard about this attack, I kept thinking about &lt;a href=&quot;http://en.wikipedia.org/wiki/Malala_Yousafzai&quot;&gt;Malala Yousafzai.&lt;/a&gt; When she was attacked two years ago, &lt;a href=&quot;http://www.theweek.co.uk/world-news/malala-yousafzai/49476/islamists-join-pakistani-anger-attack-malala-yousafzai&quot;&gt;there was an uproar across Pakistan&lt;/a&gt;. Candlelight vigils were organized. Protests and marches were held. Everyone from (now Prime Minister) Nawaz Sharif to the terrorist group responsible for the Mumbai massacre, Jamat-ud-Dawa, strongly condemned the shooting. This &lt;a href=&quot;http://tribune.com.pk/story/449118/president-pm-political-leaders-condemn-attack-on-malala-yousafzai/&quot;&gt;widespread outrage&lt;/a&gt; led many people, &lt;a href=&quot;http://kissmyroti.blogspot.ca/2012/10/on-courage-of-malala-yousafzai-drone.html&quot;&gt;including myself&lt;/a&gt;, to believe that &lt;b&gt;this&lt;/b&gt; was our watershed moment. Finally, Pakistanis would wake up to the dangers of religious extremism. We would force our government to take a harder stance on violent religious extremists. We would confront apologists for religious extremism in the public sphere. Our government would finally abandon&amp;nbsp; support for religious extremist militias as a cornerstone of our foreign policy.&lt;br /&gt;&lt;br /&gt;&lt;b&gt;This did not happen&lt;/b&gt;. Instead, Malala was viciously maligned. Only a few days after her attack &lt;a href=&quot;http://www.thewire.com/global/2013/10/breaking-down-malala-conspiracy-theories/70513/&quot;&gt;conspiracy theories&lt;/a&gt; took hold of the public imagination, and continue to persist today. Malala became a CIA agent. Her attack was coordinated by Americans to sway public opinion on drone strikes, to promote nudity and to defame Pakistan. She was a drama queen, who staged her shooting to get a Western visa (much in the vein of &lt;a href=&quot;http://en.wikipedia.org/wiki/Mukht%C4%81r_M%C4%81%27%C4%AB&quot;&gt;Mukhtar Mai&lt;/a&gt;, who apparently got gang raped to obtain a Western visa). She survived only to receive death threats and now lives in exile. Her &lt;a href=&quot;http://www.nobelprize.org/nobel_prizes/peace/laureates/2014/&quot;&gt;Nobel laureate status &lt;/a&gt;has only emboldened these conspiracies. &lt;a href=&quot;http://www.theguardian.com/world/2013/nov/10/malala-yousafzai-book-banned-pakistan-schools&quot;&gt;Her memoir&lt;/a&gt; has been banned from (some) schools. This year, students from all across Pakistan &lt;a href=&quot;http://www.independent.co.uk/news/world/asia/pakistan-schools-denounce-nobel-peace-prize-winner-malala-yousafzai-with-i-am-not-malala-day-9855642.html&quot;&gt;participated&lt;/a&gt; in &quot;I am not Malala&quot; day. &lt;br /&gt;&lt;br /&gt;The attack on the army public school in Peshawar is our darkest hour (of yet). There have been &lt;a href=&quot;http://www.ibtimes.co.in/peshawar-school-attack-pakistan-mourning-photos-617838&quot;&gt;candlelight vigils&lt;/a&gt;. There have been &lt;a href=&quot;http://america.aljazeera.com/articles/2014/12/22/pakistan-protesttaliban.html&quot;&gt;protests&lt;/a&gt;. &lt;a href=&quot;http://www.dawn.com/news/1151859&quot;&gt;Apologists for religious extremists&lt;/a&gt; are being shamed in opinion columns. Leaders of political parties are being taken to task from their &lt;a href=&quot;http://nation.com.pk/editorials/17-Dec-2014/for-our-children&quot;&gt;lax record on rising religious extremism&lt;/a&gt; in our society. I would like to believe that &lt;b&gt;this&lt;/b&gt; is our watershed moment. &lt;b&gt;This&lt;/b&gt; is when we decide as a nation to stand up to the forces of religious extremism in our midst.&lt;br /&gt;&lt;br /&gt;But I&#39;m not so hopeful this time around. Already, former &lt;strike&gt;dictator&lt;/strike&gt; prime minister Pervez Musharraf &lt;a href=&quot;http://www.dailymotion.com/video/x2ct7v4_pervez-musharraf-blames-india-for-peshawar-attack_news&quot;&gt;has blamed India as well as Afghanistan&lt;/a&gt; for masterminding this attack. A few days ago, &lt;strike&gt;military apologist&lt;/strike&gt; Mubahser Luqman claimed on national television that there were confirmed reports of a &lt;a href=&quot;https://www.youtube.com/watch?v=6gLXty1DpRM&quot;&gt;possible Indian government sponsored terrorist strike &lt;/a&gt;by Pakistan intelligence agencies. And our &lt;a href=&quot;https://www.google.ca/?gws_rd=ssl#q=awaam+meaning&quot;&gt;awaam&lt;/a&gt; on &lt;a href=&quot;https://twitter.com/ArkJaiswal/status/545076135516581888/photo/1&quot;&gt;twitter&lt;/a&gt; has followed suit.&lt;br /&gt;&lt;br /&gt;On a darker note, the public grief and outrage to this attack has defined (for me) acceptable and unacceptable loss in our society. On December 16th, my twitter feed was full of disbelief, grief, condemnation, rage and outrage. As we lamented the death of innocents, I thought about the worshippers at &lt;a href=&quot;http://en.wikipedia.org/wiki/Peshawar_church_attack&quot;&gt;All Saints Church&lt;/a&gt; and &lt;a href=&quot;http://www.bbc.com/news/10181380&quot;&gt;Garhi Shahu/Model Town mosques in Lahore&lt;/a&gt;, the &lt;a href=&quot;http://www.aljazeera.com/news/asia/2013/02/201322055026708419.html&quot;&gt;Hazara marketgoers in Quetta&lt;/a&gt; and the Christian residents of &lt;a href=&quot;http://en.wikipedia.org/wiki/2009_Gojra_riots&quot;&gt;Gojra&lt;/a&gt; (to name a few). I thought about the similar and yet different response their deaths elicited. I don&#39;t want to claim that these attacks were not condemned. &lt;a href=&quot;http://globalvoicesonline.org/2009/08/04/pakistan-condemning-gojra-riots/&quot;&gt;They were&lt;/a&gt;. But not with the same urgency and vehemency, that the #PeshawarAttack has elicited.&lt;b&gt; &lt;/b&gt;Is this because our dead are were children, explicitly targeted for being children?&lt;b&gt; &lt;/b&gt;Or &lt;b&gt;do we grieve more because of their class, non-minority status, military connection and urban location?&amp;nbsp; &lt;/b&gt;We did not grieve like this for Christian, Ahmadi, Hindu and Shia victims of extremist violence. We did not grieve like this for the victims of school bus attacks &lt;a href=&quot;http://tribune.com.pk/story/563942/female-suicide-bomber-carried-out-quetta-attack-security-sources/&quot;&gt;in Quetta&lt;/a&gt; or &lt;a href=&quot;http://tribune.com.pk/story/89509/blast-in-peshawar-2/&quot;&gt;Charkha Khel&lt;/a&gt;. &lt;br /&gt;&lt;br /&gt;In response to the Peshawar attack, the Pakistani Christian community decided &lt;a href=&quot;http://www.deccanchronicle.com/141219/world-neighbours/article/pakistani-christians-will-not-celebrate-christmas-year-express&quot;&gt;not to celebrate Christmas this year&lt;/a&gt;, a gesture which has yet to be reciprocated by the Muslim majority. We have never cancelled our religious festivities out of respect for the victims of&amp;nbsp; the All Saint Church attack, Gojra or &lt;a href=&quot;http://www.nbcnews.com/news/world/pakistani-christians-burned-alive-were-attacked-1-200-people-kin-n243386&quot;&gt;Kot Radha Kishan&lt;/a&gt;. The loss of our children as a result of terrorism is unacceptable (and rightly so). The loss of our Ahmadi, Hindu, Christian and Shia citizens in daily attacks however, are deemed acceptable. Their lives are not equal to ours. Their deaths don&#39;t matter.&amp;nbsp; &lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2014/12/on-outrage-acceptable-and-unacceptable.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>1</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-7260066780616169611</guid><pubDate>Sat, 21 Dec 2013 17:30:00 +0000</pubDate><atom:updated>2016-04-07T18:52:58.136-04:00</atom:updated><title>The danger of infallible heroes: On Jefferson and Jinnah</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;i&gt;Aside:&amp;nbsp; I have been thinking on and off about this &lt;a href=&quot;http://www.theatlantic.com/national/archive/2012/12/thomas-jefferson-was-more-than-a-man-of-his-times/265850/&quot;&gt;particular blog post&lt;/a&gt; from the inestimable (personal opinion alert!) &lt;a href=&quot;http://www.theatlantic.com/ta-nehisi-coates/&quot;&gt;Ta Nehisi Coates&lt;/a&gt;, which examines the tension between the anti slavery/abolitionist writings of Thomas Jefferson and his status as a slave owner in 18th century post independence American society. Here is a completed version of my thoughts &lt;/i&gt;&lt;br /&gt;&lt;br /&gt;In the context of the American narrative (see &lt;a href=&quot;http://en.wikipedia.org/wiki/American_exceptionalism&quot;&gt;American exceptionalism&lt;/a&gt;, &lt;a href=&quot;http://en.wikipedia.org/wiki/American_Dream&quot;&gt;the American Dream&lt;/a&gt;, &lt;a href=&quot;http://en.wikipedia.org/wiki/Manifest_Destiny&quot;&gt;Manifest Destiny&lt;/a&gt;, and &lt;a href=&quot;http://en.wikipedia.org/wiki/Empire_of_Liberty&quot;&gt;Empire of Liberty&lt;/a&gt;), the &lt;a href=&quot;http://en.wikipedia.org/wiki/American_Revolution&quot;&gt;liberation of (some of) the United States from British rule&lt;/a&gt; in the late 18th century is the cornerstone upon which the modern American identity is constructed. Within this framework, the American founding fathers enjoy a divinity of sorts, characterized by unmatched strength, wisdom, courage and a lack of moral failings.&lt;br /&gt;&lt;br /&gt;In his writings, Ta Nehisi Coates points out a mismatch (&lt;i&gt;a rather mild term in the context of slavery&lt;/i&gt;) between the anti abolitionist writings of &lt;a href=&quot;http://en.wikipedia.org/wiki/Thomas_Jefferson&quot;&gt;Jefferson&lt;/a&gt;, where he &lt;a href=&quot;http://press-pubs.uchicago.edu/founders/documents/v1ch15s28.html&quot;&gt;passionately argues&lt;/a&gt; the moral and practical problems of slavery: &lt;br /&gt;&lt;blockquote class=&quot;tr_bq&quot;&gt;&lt;div&gt;The whole commerce between master and slave is a perpetual exercise  of the most boisterous passions, the most unremitting despotism on the  one part, and degrading submissions on the other. Our children see this,  and learn to imitate it; for man is an imitative animal.&amp;nbsp;&lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;div&gt;This  quality is the germ of all education in him. From his cradle to his  grave he is learning to do what he sees others do. If a parent could  find no motive either in his philanthropy or his self-love, for  restraining the intemperance of passion towards his slave, it should  always be a sufficient one that his child is present. But generally it  is not sufficient. The parent storms, the child looks on, catches the  lineaments of wrath, puts on the same airs in the circle of smaller  slaves, gives a loose to his worst of passions, and thus nursed,  educated, and daily exercised in tyranny, cannot but be stamped by it  with odious peculiarities. The man must be a prodigy who can retain his  manners and morals undepraved by such circumstances.&amp;nbsp;&lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;div&gt;And  with what execration should the statesman be loaded, who permitting one  half the citizens thus to trample on the rights of the other,  transforms those into despots, and these into enemies, destroys the  morals of the one part, and the amor patriae of the other. For if a  slave can have a country in this world, it must be any other in  preference to that in which he is born to live and labour for another:  in which he must lock up the faculties of his nature, contribute as far  as depends on his individual endeavours to the evanishment of the human  race, or entail his own miserable condition on the endless generations  proceeding from him. With the morals of the people, their industry also  is destroyed. For in a warm climate, no man will labour for himself who  can make another labour for him.&amp;nbsp;&lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;/blockquote&gt;and his role as a slave owner, &lt;a href=&quot;http://www.volokh.com/2012/12/01/why-dont-people-get-it-about-jefferson-and-slavery/&quot;&gt;who&lt;/a&gt; &quot;punished slaves by selling them away from their families and  friends, a retaliation that was incomprehensibly cruel even at the  time&quot;.&lt;br /&gt;&lt;br /&gt;This contradiction between Jefferson&#39;s &quot;founding father&quot; persona and his moral failings as an individual creates an unease within the American national narrative. Attempts to resolve this contradiction either utilize the &quot;man of his times&quot; trope to justify/contextualize his slave owning status (historically inaccurate since &lt;a href=&quot;http://www.theatlantic.com/national/archive/2012/12/the-myth-of-jefferson-as-a-man-of-his-times/265816/&quot;&gt;some slave owners at the time set their slaves free&lt;/a&gt;) or worse &lt;a href=&quot;http://www.volokh.com/2012/12/01/why-dont-people-get-it-about-jefferson-and-slavery/&quot;&gt;deliberately belittle it&lt;/a&gt;. Rejecting the individual moral failings of national leaders/icons rather than reworking the national narrative to embrace them is problematic.&lt;br /&gt;&lt;br /&gt;Historical events, or rather public perception of  them, play an important role in shaping national identity. This  identity informs the social, political context from which politicians/policy makers arise, in turn influencing which domestic and foreign policies are instituted. This is especially relevant in the current social and political atmosphere in Pakistan. The creation narrative of Pakistan as a &quot;Muslim&quot; (an &lt;a href=&quot;http://en.wikipedia.org/wiki/Ahmadiyya&quot;&gt;ever changing definition&lt;/a&gt; &lt;a href=&quot;http://www.dawn.com/news/742373/who-gets-to-be-a-muslim-in-pakistan&quot;&gt;nowadays&lt;/a&gt;) state is the cornerstone of our national identity. It is central to current ad nauseum emphasis on Muslim religious devoutness within the public sphere and the exclusion of non-Muslim and non-believing Pakistanis from it.&lt;br /&gt;&lt;br /&gt;I would like to argue that examining the founding fathers of Pakistan, especially&lt;a href=&quot;http://en.wikipedia.org/wiki/Muhammad_Ali_Jinnah&quot;&gt; Jinnah&lt;/a&gt;, through the lens of the national narrative rather than as historical individuals underpins the limited scope of our current domestic and foreign policy.&amp;nbsp; An example of this is the deliberate removal of Jinnah&#39;s affection for alcohol from state approved historical narratives. &lt;a href=&quot;http://books.google.ca/books/about/Jinnah_Pakistan_and_Islamic_Identity.html?id=TB1PL-ViHrcC&amp;amp;redir_esc=y&quot;&gt;Akbar Ahmad&lt;/a&gt; suggests that notion of a Jinnah who enjoyed alcohol is seen as weakening his Islamic identity and by extension that of the state. As historian &lt;a href=&quot;http://books.google.ca/books/about/The_Sole_Spokesman.html?id=D63KMRN1SJ8C&quot;&gt;Ayesha Jalal&lt;/a&gt; has pointed out, examining Jinnah as a historical figure remains an exercise in &lt;a href=&quot;http://en.wikipedia.org/wiki/Hagiography&quot;&gt;hagiography&lt;/a&gt; rather than that of genuine scholarship. This emphasis on the Islamic identity of both Pakistan and it&#39;s creator(s) is largely responsible for the increasing religious fundamentalism in our society. Although, the forced inclusion of religion into the Pakistani public sphere is the result of &lt;a href=&quot;http://en.wikipedia.org/wiki/Muhammad_Zia-ul-Haq&quot;&gt;General Zia ul-Haq&#39;s policies&lt;/a&gt;, the divine status afforded to Jinnah and his contemporaries in our national narrative provided the vertebrae upon which these policies could be clothed. &lt;br /&gt;&lt;br /&gt;As Coates&lt;a href=&quot;http://www.theatlantic.com/national/archive/2012/12/thomas-jefferson-was-more-than-a-man-of-his-times/265850/&quot;&gt; points out&lt;/a&gt; on Jefferson:&lt;br /&gt;&lt;br /&gt;&lt;blockquote class=&quot;tr_bq&quot;&gt;At some point we are going to have to develop something beyond an  infantile desire to know whether Daddy was a &quot;good guy&quot; or a &quot;bad guy.&quot;  In fact, Daddy was an avowed white supremacist, whose words help inspire  the black freedom movement. Daddy was an American slave-holder to the  end, who brilliantly elucidated the moral and practical problem of  American slavery. Daddy railed against miscegenation, while practicing  it. &lt;/blockquote&gt;Let me contextualize this from a Pakistani perspective.&lt;br /&gt;&lt;br /&gt;At some point we are going to have to develop something beyond an infantile desire to know whether Jinnah and the founders of our nations were &quot;good Muslim men&quot; or not. In fact, Jinnah was a secular individual who enjoyed his alcohol, while creating a state based on religion. Jinnah opined that Muslims were a separate people that neither inter-dined nor inter-wed with other religious communities while he married a Parsi woman. Jinnah dismantled the oppressive power of colonial rule, while imposing the Urdu language upon non Urdu  speaking peoples. Jinnah adopted the language, dress and culture of his colonial oppressors while ensuring that Indian Muslims had a seat at the table in post-colonial India.&lt;br /&gt;&lt;br /&gt;Lastly, I would like to point out that while both Jinnah and Jefferson were fallible, complex and contradictory individuals that are afforded a divine status in their respective societies, I am by no means implying that their actions are equivalent (&lt;b&gt;secularism and language oppression &lt;/b&gt;&lt;b&gt;  ≠  slavery&lt;/b&gt;). I&amp;nbsp; do not view Jinnah&#39;s secular leanings as moral failings, but rather a representation of the complexity of his person and a refreshing contrast to his one dimensional persona within our Islamicized national narrative. However, I would also emphasize that Jinnah should not be afforded divine status within our society. A critical assessment of his politics is necessary for constructing a new national narrative, one that acknowledges the wrongs of our history and pushes to right them. &lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/12/the-danger-of-infallible-heroes-on.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>2</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-671747666036872512</guid><pubDate>Fri, 20 Dec 2013 01:53:00 +0000</pubDate><atom:updated>2013-12-19T20:53:58.444-05:00</atom:updated><title>Daily Discoveries: Real Time Wind Map of the Earth</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://4.bp.blogspot.com/-EyqmmFohFuQ/UrOiFt3KVNI/AAAAAAAAAIU/SIWDcnViM3w/s1600/Wind.jpeg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;556&quot; src=&quot;http://4.bp.blogspot.com/-EyqmmFohFuQ/UrOiFt3KVNI/AAAAAAAAAIU/SIWDcnViM3w/s640/Wind.jpeg&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;The state of wind patterns on earth at 8:30pm (EST) today. Check out the wind patterns in your region via this &quot;hypnotically beautiful&quot; &lt;a href=&quot;http://earth.nullschool.net/&quot;&gt;real time wind map&lt;/a&gt; (via &lt;a href=&quot;http://earth.nullschool.net/&quot;&gt;earth.nullschool.net&lt;/a&gt;)&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;h/t &lt;a href=&quot;http://www.juancole.com/2013/12/real-earth-wind.html&quot;&gt;Juan Cole&lt;/a&gt; and &lt;a href=&quot;http://www.treehugger.com/natural-sciences/hypnotically-beautiful-real-time-wind-map-earth.html&quot;&gt;Tree Hugger&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/12/daily-discoveries-real-time-wind-map-of.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="http://4.bp.blogspot.com/-EyqmmFohFuQ/UrOiFt3KVNI/AAAAAAAAAIU/SIWDcnViM3w/s72-c/Wind.jpeg" height="72" width="72"/><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-4702353197001235542</guid><pubDate>Sat, 03 Aug 2013 20:06:00 +0000</pubDate><atom:updated>2015-02-03T11:02:53.452-05:00</atom:updated><title> Ten Lessons I have learned from doing field work</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;In case you haven&#39;t noticed, I have been AWOL from this blog for almost the entire summer now. Why? Because I have been doing field work for my &lt;a href=&quot;http://www.phdcomics.com/comics.php&quot;&gt;PhD &lt;/a&gt;which involves sampling &lt;a href=&quot;http://en.wikipedia.org/wiki/Daphnia&quot;&gt;daphnia &lt;/a&gt;from lakes in the &lt;a href=&quot;https://en.wikipedia.org/wiki/District_Municipality_of_Muskoka&quot;&gt;Muskoka region&lt;/a&gt; of &lt;a href=&quot;https://en.wikipedia.org/wiki/Ontario&quot;&gt;Ontario&lt;/a&gt; (Canada). I still have a few weeks to go, more than thirty lakes to sample and a large number of experiments to run but I&#39;m taking stock of my experience so far. Here are the ten most important lessons I have learned so far:&amp;nbsp;&lt;/span&gt; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;1) There is no such thing as free time.&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&lt;br /&gt; 2)  There is no difference between weekdays and weekends.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&lt;br /&gt; 3)  Expect the unexpected...apparently &lt;a href=&quot;http://en.wikipedia.org/wiki/Murphy%27s_law&quot;&gt;Murphy&#39;s law&lt;/a&gt; came into existence  when some dude named Murphy tried to set up an &lt;a href=&quot;http://www.google.ca/url?sa=i&amp;amp;source=images&amp;amp;cd=&amp;amp;cad=rja&amp;amp;docid=Bbse-bxQrA8KHM&amp;amp;tbnid=3iumq1xn1ljzvM:&amp;amp;ved=&amp;amp;url=http%3A%2F%2Fwww.niwa.co.nz%2Ffreshwater%2Fprojects%2Flake-rotorua-sediment-capping-trial&amp;amp;ei=NFn9Ud6yGJK54AOd0YBY&amp;amp;psig=AFQjCNGUrM0NfzHiamk9vTzRQvIvsFFK-A&amp;amp;ust=1375644340442324&quot;&gt;experimental mesocosm in a lake&lt;/a&gt;.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&lt;br /&gt; 4) Crying doesn&#39;t solve your problems....but it does make you feel better...just don&#39;t do it when the &lt;a href=&quot;http://www.fcconline.org/Portals/0/Images/Stock/photos/girl_pink_pajamas_sad.jpg&quot;&gt;undergrads&lt;/a&gt; are watching.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&lt;br /&gt; 5) Become one with the swarm. You can&#39;t hide from mosquitoes, &lt;a href=&quot;https://en.wikipedia.org/wiki/Black_fly&quot;&gt;blackflies&lt;/a&gt;, &lt;a href=&quot;http://en.wikipedia.org/wiki/Deer_fly&quot;&gt;deerflies&lt;/a&gt; or &lt;a href=&quot;http://en.wikipedia.org/wiki/Horse-fly&quot;&gt;horseflies&lt;/a&gt;.&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&lt;br /&gt; 6) Bruises are very sexy....especially when they match.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&lt;br /&gt; 7) Rope is NOT just rope. &lt;a 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&quot;&gt;Good rope&lt;/a&gt; makes field sampling enjoyable. &lt;a 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&quot;&gt;Bad rope&lt;/a&gt;...the name says it all.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;8) &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;If/when  &lt;a 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&quot;&gt;PhD supervisor&lt;/a&gt; suggest adding more components to your field experiment,  citing it will make your publication better...just say no...a potential  &quot;insert prestigious scientific journal of your choice here&quot; publication  doesn&#39;t feel as good a 8 hours of sleep.&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;9) A good field assistant can make a difference between a manageable field season and an absolute disaster. A great field assistant can make field work seem enjoyable...most of the time. Thanks for all your help so far, Phil!&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;10) &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;Enjoy the scenery....it definitely makes up for all the hard work and the setbacks.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif;&quot;&gt;&lt;span style=&quot;font-size: x-small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt; &lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;h5 class=&quot;uiStreamMessage userContentWrapper&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:1,&amp;quot;tn&amp;quot;:&amp;quot;K&amp;quot;}&quot;&gt;&lt;span style=&quot;font-family: Arial,Helvetica,sans-serif; font-size: x-small;&quot;&gt;&lt;span style=&quot;font-weight: normal;&quot;&gt;&lt;span class=&quot;messageBody&quot; data-ft=&quot;{&amp;quot;type&amp;quot;:3}&quot;&gt;&lt;span class=&quot;userContent&quot;&gt;&amp;nbsp;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/h5&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/08/lessons-i-have-learned-from-doing-field.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-2581178199361591062</guid><pubDate>Tue, 12 Mar 2013 20:50:00 +0000</pubDate><atom:updated>2013-03-12T21:59:31.499-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Daily Discoveries</category><category domain="http://www.blogger.com/atom/ns#">R</category><category domain="http://www.blogger.com/atom/ns#">Stats</category><title>Daily Discoveries: So you want some fancy colours for your graph?</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;Just came across &lt;a href=&quot;http://tools.medialab.sciences-po.fr/iwanthue/index.php&quot;&gt;this awesome website &lt;/a&gt;for generating optimally distinct colours for plots. Not only does it provide the user with a palette of distinct, yet complementary colour choices, it also generates distinct variations of the same colour and allows for the user to manipulate the colour space for a light or dark background. Of course, it gives HEX numbers for all selections, which means that your colour palellte can be utilized when &lt;a href=&quot;http://www.harding.edu/fmccown/r/&quot;&gt;creating plots&lt;/a&gt; in &lt;a href=&quot;http://www.r-project.org/&quot;&gt;R&lt;/a&gt;. &lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: left;&quot;&gt;&lt;a href=&quot;http://2.bp.blogspot.com/-f5UYFpkjSaU/UT-URhFcHXI/AAAAAAAAAF4/KQd1re3cPqE/s1600/I+want+Hue.png&quot; imageanchor=&quot;1&quot; style=&quot;clear: left; float: left; margin-bottom: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;267&quot; src=&quot;http://2.bp.blogspot.com/-f5UYFpkjSaU/UT-URhFcHXI/AAAAAAAAAF4/KQd1re3cPqE/s640/I+want+Hue.png&quot; width=&quot;640&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;(h/t &lt;a href=&quot;http://stevencarlislewalker.wordpress.com/&quot;&gt;Steve Walker&lt;/a&gt;)&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/03/daily-discoveries-so-you-want-some.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="http://2.bp.blogspot.com/-f5UYFpkjSaU/UT-URhFcHXI/AAAAAAAAAF4/KQd1re3cPqE/s72-c/I+want+Hue.png" height="72" width="72"/><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-3258189815696072583</guid><pubDate>Thu, 31 Jan 2013 04:12:00 +0000</pubDate><atom:updated>2013-03-12T15:25:34.654-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Politics</category><category domain="http://www.blogger.com/atom/ns#">World</category><title>Some good news from Timbuktu</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://upload.wikimedia.org/wikipedia/commons/3/39/Timbuktu-manuscripts-astronomy-tables.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;213&quot; src=&quot;http://upload.wikimedia.org/wikipedia/commons/3/39/Timbuktu-manuscripts-astronomy-tables.jpg&quot; width=&quot;320&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&amp;nbsp;Credit: &lt;a href=&quot;http://fr.wikipedia.org/wiki/Fichier:Timbuktu-manuscripts-astronomy-tables.jpg&quot;&gt;Wikipedia&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;br /&gt;&lt;/div&gt;I have an update on the status of the damage to the Timbuktu manuscript collections, The &lt;a href=&quot;http://www.newyorker.com/online/blogs/newsdesk/2013/01/the-libraries-of-timbuktu.html&quot;&gt;New Yorker&lt;/a&gt; reports that a large number of manuscripts from these collections were transported out of the city, when it fell to Ansar-e-Dine. However, the status of the majority of manuscripts remains unknown.&lt;br /&gt;&lt;br /&gt;More details available &lt;a href=&quot;http://www.npr.org/blogs/thetwo-way/2013/01/30/170680222/from-timbuktu-reports-that-manuscripts-have-been-saved&quot;&gt;here&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/01/some-good-news-from-timbuktu.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-6411946472553206674</guid><pubDate>Tue, 29 Jan 2013 21:49:00 +0000</pubDate><atom:updated>2013-03-12T15:26:16.091-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Politics</category><category domain="http://www.blogger.com/atom/ns#">World</category><title>A destruction of our shared history</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://www.worldatlas.com/webimage/countrys/africa/mlafrica.gif&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;320&quot; src=&quot;http://www.worldatlas.com/webimage/countrys/africa/mlafrica.gif&quot; width=&quot;292&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;Credit: &lt;a href=&quot;http://www.worldatlas.com/webimage/countrys/africa/ml.htm&quot;&gt;World Atlas&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://www.lonelyplanet.com/maps/africa/mali/map_of_mali.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;300&quot; src=&quot;http://www.lonelyplanet.com/maps/africa/mali/map_of_mali.jpg&quot; width=&quot;400&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;Credit: &lt;a href=&quot;http://www.lonelyplanet.com/maps/africa/mali/&quot;&gt;Lonely Planet&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;As many of you might be aware, France is leading a coalition of forces on a &lt;a href=&quot;http://www.theglobeandmail.com/news/world/uk-offers-to-send-240-troops-to-mali/article7936478/&quot;&gt;nation wide offensive&lt;/a&gt; in the west African nation of Mali. Almost six months ago, following a &lt;a href=&quot;http://en.wikipedia.org/wiki/2012_Malian_coup_d%27%C3%A9tat&quot;&gt;military coup&lt;/a&gt; overthrowing then president Amadou Armadi Toure,&amp;nbsp; Al-Qaeda linked Islamists rebels &lt;a href=&quot;http://en.wikipedia.org/wiki/Ansar_Dine&quot;&gt;Ansar-e-Dine&lt;/a&gt; and the Tuareg rebel group &lt;a href=&quot;http://en.wikipedia.org/wiki/National_Movement_for_the_Liberation_of_Azawad&quot;&gt;MINA&lt;/a&gt; took control of Northern Mali. This alliance broke down when the Ansar-e-Dine called for the imposition of Sharia law in this region. &lt;br /&gt;&lt;br /&gt;After months of back and forth negotiations and truce between the Ansar-e-Dine and the Malian Army, including a number of &lt;a href=&quot;http://www.un.org/News/Press/docs//2012/sc10698.doc.htm&quot;&gt;UN resolutions&lt;/a&gt;, the Islamist rebels launched an offensive in southern Mali capturing the city of Konna, on January 10th. On Jan 11th at the behest of the Malian military regime, Frace launched operation Serval, a air and ground military intervention in Norther and Central Mali, which has been successful in pushing back the rebels (for more details see this &lt;a href=&quot;http://www.france24.com/en/20130121-timeline-malian-crisis-france-military-hollande-islamist-militants-aqmi-un-al-qaeda&quot;&gt;comprehensive timeline of the conflict&lt;/a&gt; by &lt;a href=&quot;http://www.france24.com/en/&quot;&gt;France 24&lt;/a&gt;). &lt;br /&gt;&lt;br /&gt;As the Islamist rebels retreat from Northern Mali, which includes the famous city of &lt;a href=&quot;http://en.wikipedia.org/wiki/Timbuktu&quot;&gt;Timbuktu&lt;/a&gt;, it has been reported that they set fire to a historic library, housing&amp;nbsp; &lt;a href=&quot;http://www.guardian.co.uk/world/2013/jan/28/mali-timbuktu-library-ancient-manuscripts&quot;&gt;thousands of important manuscript collections&lt;/a&gt;, a literary heritage that dates back to the 15th and 16th century. &lt;br /&gt;&lt;br /&gt;Written in&amp;nbsp; Arabic, as well as the local languages of &lt;a href=&quot;http://en.wikipedia.org/wiki/Songhay_languages&quot;&gt;Songhai&lt;/a&gt;, Tamashek and &lt;a href=&quot;http://en.wikipedia.org/wiki/Bambara_language&quot;&gt;Bambara&lt;/a&gt;, these collections contained accounts of history and laws of the region as well as poetry and stories of North Africa. At a time when Africa as a continent was considered by European colonists as devoid of civilization, lacking literature, history and art, the discovery of these collections were instrumental in creating an African narrative and obliterating the myth of African history consisting solely of oral tradition. &lt;br /&gt;&lt;br /&gt;As Essop Pahad, former director of the &lt;a href=&quot;http://www.tombouctoumanuscripts.org/&quot;&gt;Timbuktu Manuscripts project&lt;/a&gt; points out: &lt;br /&gt;&lt;br /&gt;&lt;blockquote class=&quot;tr_bq&quot;&gt;The manuscripts gave you such a fantastic feeling of the history of  this continent. They made you proud to be African. Especially in a  context where you&#39;re told that Africa has no history because of  colonialism and all that....The writings are so forward-looking on marriage, on trade, on all sorts  of things. If the libraries are destroyed then a very important part of  African and world history are gone. &lt;/blockquote&gt;&lt;br /&gt;There have been no further details as to the extent of the damage, but many (myself included) hope that some, if not most of the collections are preserved. If the reports on the destruction of these collections are true, then we have lost an important portion of our shared history.&lt;br /&gt;&lt;br /&gt;In a similar vein, it should be noted that as part of the invasion of Iraq, American and Polish military presence in the ancient city of Babylon resulted in &lt;a href=&quot;http://www.washingtonpost.com/wp-dyn/content/article/2009/07/28/AR2009072802835.html&quot;&gt;major damage&lt;/a&gt; to one of the oldest archaeological sites in the world. More details &lt;a href=&quot;http://unesdoc.unesco.org/images/0018/001831/183134E.pdf&quot;&gt;here&lt;/a&gt;. &lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/01/a-destruction-of-our-shared-history.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-468384857246213352</guid><pubDate>Tue, 29 Jan 2013 19:24:00 +0000</pubDate><atom:updated>2013-03-12T15:27:58.678-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Ecology</category><category domain="http://www.blogger.com/atom/ns#">Science</category><title>Guest Post on the EEB and flow</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;I have a &lt;a href=&quot;http://evol-eco.blogspot.ca/2013/01/a-different-kind-of-ecological.html&quot;&gt;guest post&lt;/a&gt; on the rather awesome &lt;a href=&quot;http://evol-eco.blogspot.ca/&quot;&gt;EEB and flow&lt;/a&gt; discussing my experiences as a minority in ecology. Check it out and let me know what you think. Also relevant is &lt;a href=&quot;http://sciencecareers.sciencemag.org/career_magazine/previous_issues/articles/2009_02_27/caredit.a0900030&quot;&gt;this piece&lt;/a&gt; in &lt;a href=&quot;http://sciencecareers.sciencemag.org/&quot;&gt;Science Careers&lt;/a&gt; on the difficulties minority women scientists face in europe. &lt;br /&gt;&lt;br /&gt;P.S. I owe you one, &lt;a href=&quot;http://individual.utoronto.ca/carolinetucker/&quot;&gt;Caroline &lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://us.123rf.com/400wm/400/400/dampoint/dampoint1108/dampoint110800002/10229754-a-red-stylized-human-surrounded-by-a-lot-of-white-men.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;213&quot; src=&quot;http://us.123rf.com/400wm/400/400/dampoint/dampoint1108/dampoint110800002/10229754-a-red-stylized-human-surrounded-by-a-lot-of-white-men.jpg&quot; width=&quot;320&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/01/guest-post-on-eeb-and-flow.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>2</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-7791459450367656740</guid><pubDate>Tue, 22 Jan 2013 03:59:00 +0000</pubDate><atom:updated>2013-03-12T15:27:43.494-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Ecology</category><category domain="http://www.blogger.com/atom/ns#">Math</category><category domain="http://www.blogger.com/atom/ns#">Philosophy</category><category domain="http://www.blogger.com/atom/ns#">Science</category><title>Science edition: Does parsimony make sense in an inherently complicated world?</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;Parsimony (aka Ockham&#39;s Razor) is one of the major heuristic (general guiding rule or observation) frameworks in theoretical ecology when it comes to constructing models that attempt to describe the processes underlying ecological communities, broadly defined here as all species in a area. &lt;i&gt;Of course, I&#39;m glossing over the debate about what exactly is a &quot;species&quot; and what constitutes this mysterious &quot;area&quot;.&lt;/i&gt; My interest in using theoretical methods in ecology, a logical consequence of my romantic pre-PhD student notions about the perceived coolness of community over population ecology combined with the fact that I (sometimes) happened to be in close proximity to &lt;a href=&quot;http://dynamicecology.wordpress.com/2012/08/20/peter-abrams-an-appreciation/&quot;&gt;Peter Abrams&lt;/a&gt;, has brought me face to face with the parsimony in all of it&#39;s forms.&lt;br /&gt;&lt;br /&gt;Perhaps it&#39;s the pervasiveness of all of the &lt;a href=&quot;http://oikosjournal.wordpress.com/2011/09/14/bandwagons-in-ecology/&quot;&gt;ecological bandwagons&lt;/a&gt; in our midst (cough, IDH, cough, phylogenetic community ecology, cough, neutral theory) or the fact that it is becoming increasingly difficult to find an overarching theory that provides an explanation for all/most patterns of biodiversity, &lt;i&gt;even though we all secretly want to be the person to theorize it&lt;/i&gt;, but the notion that Hypothesis A better explains Phenomenon A than Hypothesis B, simply because it holds fewer assumptions feels hollow from a logical/philosophical perspective. After all, why should the simplicity of a hypothesis be any indicator of how true it is?&lt;br /&gt;&lt;br /&gt;From a theoretical modelling perspective, the ideal model involves the simplest number of variables, with a certain set of assumptions that may or may not be realistic for the system that the said model is hoping to explain. Simon Levin (1975) emphasizes:&lt;br /&gt;&lt;br /&gt;&lt;blockquote&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &quot;Most models (...) are not meant as literal descriptions of particular situations, and thus generate predictions which are not to be tested against precise population patterns. On the other hand, such models, if handled skillfully, can lead to robust qualitative predictions which do not depend critically on parameter values and can stimulate new directions of investigation.&quot; &lt;/blockquote&gt;&lt;br /&gt;&amp;nbsp;There is an inherent trade-off between the number of variables utilized and the extent of the explanatory power of the model. &lt;i&gt;Fewer variables means a simpler model, but less explanatory power for the entire system. More variables make a model complex allowing for greater explanatory power for the entire system. However, this leads&amp;nbsp; to difficulty in identifying which variables/processes are important within the system of interest&lt;/i&gt;. The optimal model is one which minimizes the number of variables while increasing the explanatory power of the model&lt;i&gt;.&amp;nbsp;&lt;/i&gt;&lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://fc05.deviantart.net/fs71/i/2010/194/f/0/goldilocks_and_the_three_bears_by_psychoafro.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;295&quot; src=&quot;http://fc05.deviantart.net/fs71/i/2010/194/f/0/goldilocks_and_the_three_bears_by_psychoafro.jpg&quot; width=&quot;320&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;&lt;i&gt;&lt;br /&gt;&lt;/i&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div style=&quot;text-align: center;&quot;&gt;Credit: &lt;a href=&quot;http://fc05.deviantart.net/fs71/i/2010/194/f/0/goldilocks_and_the_three_bears_by_psychoafro.jpg&quot;&gt;Deviant Art-PsychoAfro&lt;/a&gt;&lt;/div&gt;&lt;i&gt;&lt;br /&gt;&lt;/i&gt;While I agree that the balance between the number of variables included in the model and the explanatory power is important, I am not very convinced that when choosing between two models with similar explanatory power, the model with the fewer variables is the better model.&lt;br /&gt;&lt;br /&gt;In her work, &quot;&lt;a href=&quot;http://onlinelibrary.wiley.com/doi/10.1111/1467-8349.00017/abstract&quot;&gt;Feminist epistemology as local epistemology&lt;/a&gt;&quot;,&amp;nbsp; philosopher of science, &lt;a href=&quot;http://en.wikipedia.org/wiki/Helen_Longino&quot;&gt;Helen Longino&lt;/a&gt; points out three criticisms against Ockham&#39;s razor:&lt;br /&gt;&lt;br /&gt;&lt;blockquote&gt;&lt;blockquote class=&quot;tr_bq&quot;&gt;i. This formulation begs the question what counts as an  adequate explanation.&amp;nbsp; Is an adequate explanation an account sufficient  to generate predictions or an account of underlying processes, and, if  explanation is just retrospective prediction, then must it be successful  at individual or population levels?&amp;nbsp; Either the meaning of simplicity  will be relative to one’s account of explanation, thus undermining the  capacity of simplicity to function as an independent epistemic value, or  the insistence on simplicity will dictate what gets explained and how.&lt;br /&gt;ii. We have no a priori reason to think the universe simple, i.e.  composed of very few kinds of thing (as few as the kinds of elementary  particles, for example) rather than of many different kinds of thing.&amp;nbsp;  Nor is there or could there be empirical evidence for such a view.&lt;br /&gt;iii. The degree of simplicity or variety in one’s theoretical  ontology may be dependent on the degree of variety one admits into one’s  description of the phenomena.&amp;nbsp; If one imposes uniformity on the data by  rejecting anomalies, then one is making a choice for a certain kind of  account. If the view that the boundaries of our descriptive categories  are conventional is correct, then there is no epistemological fault in  this, but neither is there virtue.&lt;/blockquote&gt;&lt;/blockquote&gt;&lt;a href=&quot;http://nome.colorado.edu/HARC/Readings/Oreskes.pdf&quot;&gt;Orkses, Schradder-Frechette and Belitz (1994) &lt;/a&gt;contend that:&lt;br /&gt;&lt;blockquote class=&quot;tr_bq&quot;&gt;Ockham&#39;s razor is perhaps the most widely accepted example of an extra-evidential consideration. Many scientists accept and apply the principle in their work, even though it is an entirely metaphysical assumption. There is scant empirical evidence that the world is actually simple or that simple accounts are more likely than complex ones to be true. Our commitment to simplicity is largely an inheritance of 17th-century theology.&lt;/blockquote&gt;Despite a lack of evidence suggesting the inherent simple nature of the universe (in fact, we have evidence of the opposite), parsimony has been very useful tool for examining natural phenomena. Statistical methods such as Principal Component Analysis (PCA) describe complex phenomena in terms of simple components that account for the variation observed in data. In Bayesian inference, parsimony&amp;nbsp; is an underlying principle for model selection (see Jeffreys and Berger (1992) &lt;a href=&quot;http://www.jstor.org/discover/10.2307/29774559?uid=3739448&amp;amp;uid=2129&amp;amp;uid=2&amp;amp;uid=70&amp;amp;uid=3737720&amp;amp;uid=4&amp;amp;sid=21101577700621&quot;&gt;Ockham&#39;s Razor and Bayesian Analysis&lt;/a&gt;). &lt;br /&gt;&lt;br /&gt;From the perspective of pragmatism, simplicity is ideal for a number of reasons. As &lt;a href=&quot;http://www.hyle.org/journal/issues/3/hoffman.htm&quot;&gt;Hoffmann, Minkin and Carpenter&lt;/a&gt;&lt;a href=&quot;http://ww.hyle.org/journal/issues/3/hoffman.htm&quot;&gt; (1997)&lt;/a&gt; point out simple hypothesis are more vulnerable to falsification than complex hypothesis, as fewer components in model result in less flexibility. If we ascribe to a Popperian view where a good scientific hypothesis is one that can be falsified, then a model which is more falsifiable than another is the better model. Simpler models due to their simplicity tend to be more readily comprehensible than complex models, although this comprehensibility has nothing to do with accuracy. Simpler models are also more intuitive, as in the case of the example provided below by &lt;a href=&quot;http://www.hyle.org/journal/issues/3/hoffman.htm&quot;&gt;Hoffman et al. (1997)&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;img height=&quot;274&quot; src=&quot;http://www.hyle.org/journal/issues/3/hoffig3.gif&quot; width=&quot;354&quot; /&gt;&lt;br /&gt;There are a number of ways to describe the relationship between these data point. &lt;br /&gt;&lt;img height=&quot;270&quot; src=&quot;http://www.hyle.org/journal/issues/3/hoffig4a.gif&quot; width=&quot;320&quot; /&gt;&lt;img height=&quot;292&quot; src=&quot;http://www.hyle.org/journal/issues/3/hoffig4b.gif&quot; width=&quot;320&quot; /&gt;&lt;br /&gt;The two relationships presented above are among the many possible relationships that can exist between the data presented. Most of us would agree that the linear relationship provide a better fit to the data than the complex functional form. &lt;a href=&quot;http://en.wikipedia.org/wiki/Goodness_of_fit&quot;&gt;Goodness of fit tests&lt;/a&gt;, would confirm this intuitive choice. &lt;br /&gt;&lt;br /&gt;There seems to be dichotomy between the usefulness of parsimony as a tool for understanding complex phenomena and it&#39;s (potentially disturbing) philosophical implications about the nature of reality. Is it possible to utilize parsimony without buying into these problematic assumptions? Is it intellectually dishonest to ignore the philosophical failings of this technique, if it plays an important role in the scientific method? Or merely a pragmatic admission of the limits of our intellectualcapabilities as a species in understanding an infinitely complicated universe?&amp;nbsp;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/01/science-edition-does-parsimony-make.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>5</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-5892737950715105216</guid><pubDate>Tue, 01 Jan 2013 06:02:00 +0000</pubDate><atom:updated>2013-03-12T15:27:10.271-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">R</category><category domain="http://www.blogger.com/atom/ns#">Stats</category><title>Happy New YeaR!</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div style=&quot;text-align: justify;&quot;&gt;I apologize to my (few) readers in advance. Be prepared to indulge in some serious statistical nerdiness.&lt;br /&gt;&lt;br /&gt;Considering that I just spent New Year&#39;s eve making changes to a phylogeny (family tree of organisms based on shared evolutionary characteristics) of North American freshwater fishes using the  rather brilliant statistical package &quot;R&quot;, I thought that it would be  very appropriate to ring in 2013 with a pResent.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Disclaimer: I did not  write the code myself (I wish I had though). All credit goes to&amp;nbsp; &lt;a href=&quot;http://yihui.name/en/2011/01/happy-new-year-with-r-2011-fireworks/&quot;&gt;Weicheng Zhu&lt;/a&gt; and &lt;a href=&quot;http://yihui.name/en/about/&quot;&gt;Yihui Xie&lt;/a&gt;,&amp;nbsp; who are much cooler people (as demonstrated below) than I am.&lt;/div&gt;&lt;br /&gt;&lt;img alt=&quot;Set Fireworks in R 2011&quot; src=&quot;http://i.imgur.com/kTSU9.gif&quot; /&gt; &lt;br /&gt;&lt;br /&gt;Here is the code for this animation:&lt;br /&gt;&lt;br /&gt;&lt;div style=&quot;overflow: auto;&quot;&gt;&lt;div class=&quot;geshifilter&quot;&gt;&lt;pre class=&quot;r geshifilter-R&quot; style=&quot;font-family: monospace;&quot;&gt;&lt;a href=&quot;http://inside-r.org/r-doc/base/library&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;library&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/packages/cran/animation&quot;&gt;animation&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&lt;a href=&quot;http://inside-r.org/r-doc/base/library&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;library&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/packages/cran/ape&quot;&gt;ape&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;fire &amp;amp;lt;- &lt;a href=&quot;http://inside-r.org/r-doc/base/function&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;function&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r = &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;:&lt;span style=&quot;color: #cc66cc;&quot;&gt;5&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; theta = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt; * &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;pi&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;100&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/grDevices/rgb&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rgb&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lwd = &lt;span style=&quot;color: #cc66cc;&quot;&gt;5&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; x &amp;amp;lt;- centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;a href=&quot;http://inside-r.org/r-doc/base/outer&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;outer&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; theta&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/function&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;function&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; theta&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; r *&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/base/sin&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;sin&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;theta&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; y &amp;amp;lt;- centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;a href=&quot;http://inside-r.org/r-doc/base/outer&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;outer&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; theta&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/function&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;function&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; theta&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; r *&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/base/cos&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;cos&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;theta&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/graphics/matplot&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;matplot&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;x&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; y&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; type = &lt;span style=&quot;color: blue;&quot;&gt;&quot;l&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lty = &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/col&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;col&lt;/span&gt;&lt;/a&gt; = l.col&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; add = T&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; lwd = lwd&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;f &amp;amp;lt;- &lt;a href=&quot;http://inside-r.org/r-doc/base/function&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;function&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = &lt;a href=&quot;http://inside-r.org/r-doc/base/rbind&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rbind&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;-&lt;span style=&quot;color: #cc66cc;&quot;&gt;7&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;7&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;7&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;6&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; n = &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;7&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;5&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; N = &lt;span style=&quot;color: #cc66cc;&quot;&gt;20&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: blue;&quot;&gt;&quot;rainbow&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: blue;&quot;&gt;&quot;green&quot;&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; p.col = &lt;span style=&quot;color: blue;&quot;&gt;&quot;red&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; lwd = &lt;span style=&quot;color: #cc66cc;&quot;&gt;5&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; ani.options&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/packages/cran/interval&quot;&gt;interval&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;0.1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; lwd = lwd&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;if&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/r-doc/base/is.vector&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;is.vector&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &amp;amp;&amp;amp; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; == &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r = &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;:n&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; l = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0.1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0.6&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = n&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/graphics/matplot&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;matplot&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/col&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;col&lt;/span&gt;&lt;/a&gt; = p.col&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;for&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;in&lt;/span&gt; r&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; fire&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = centre&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r - l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r + l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; theta = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt; * &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;pi&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt; *&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/grDevices/rainbow&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rainbow&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lwd = lwd&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;else&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/graphics/matplot&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;matplot&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/col&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;col&lt;/span&gt;&lt;/a&gt; = p.col&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; l = &lt;a href=&quot;http://inside-r.org/r-doc/base/list&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;list&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;for&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;i &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;in&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;:&lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;i&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; = &lt;a href=&quot;http://inside-r.org/r-doc/base/list&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;list&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0.1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0.6&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;i&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;if&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;l.col&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; == &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/base/rep&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rep&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;l.col&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r = &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;:N&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;for&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;in&lt;/span&gt; r&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;for&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;j &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;in&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;:&lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;if&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; == &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r1 = &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;:n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; l1 = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0.1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0.6&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;for&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r1 &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;in&lt;/span&gt; r1&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; fire&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r1 -&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; l1&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r1&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r1 + l1&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r1&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; theta = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt; * &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;pi&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt; * r1&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/graphics/par&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;par&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: blue;&quot;&gt;&quot;bg&quot;&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; lwd = lwd + &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;else&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;if&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;l.col&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; == &lt;span style=&quot;color: blue;&quot;&gt;&quot;red&quot;&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; fire&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; - l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; theta = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt; * &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;pi&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt; *&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/grDevices/rgb&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rgb&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;/n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lwd = lwd&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;else&lt;/span&gt; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;if&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;l.col&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; == &lt;span style=&quot;color: blue;&quot;&gt;&quot;green&quot;&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; fire&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; - l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; theta = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt; * &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;pi&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt; *&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/grDevices/rgb&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rgb&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt; -&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;/n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lwd = lwd&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;else&lt;/span&gt; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;if&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;l.col&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; == &lt;span style=&quot;color: blue;&quot;&gt;&quot;blue&quot;&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; fire&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; - l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; theta = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt; * &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;pi&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt; *&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/grDevices/rgb&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rgb&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;/n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lwd = lwd&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;else&lt;/span&gt; fire&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;centre = centre&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; - l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + l&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; theta = &lt;a href=&quot;http://inside-r.org/r-doc/base/seq&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;seq&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;2&lt;/span&gt; * &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;pi&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/length&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;length&lt;/span&gt;&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt; * r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; + &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/grDevices/rainbow&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rainbow&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;r%%&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;n&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;j&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt; +&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lwd = lwd&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; ani.pause&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;card &amp;amp;lt;- &lt;a href=&quot;http://inside-r.org/r-doc/base/function&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;function&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;N = &lt;span style=&quot;color: #cc66cc;&quot;&gt;20&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; p.col = &lt;span style=&quot;color: blue;&quot;&gt;&quot;green&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; bgcolour = &lt;span style=&quot;color: blue;&quot;&gt;&quot;black&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; lwd = &lt;span style=&quot;color: #cc66cc;&quot;&gt;5&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; ani.options&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/packages/cran/interval&quot;&gt;interval&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;for&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;i &lt;span style=&quot;color: black; font-weight: bold;&quot;&gt;in&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;1&lt;/span&gt;:N&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt; &lt;span style=&quot;color: #009900;&quot;&gt;{&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/graphics/par&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;par&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;ann = F&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; bg = bgcolour&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/packages/cran/mAr&quot;&gt;mar&lt;/a&gt; = &lt;a href=&quot;http://inside-r.org/r-doc/base/rep&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rep&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;4&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; pty = &lt;span style=&quot;color: blue;&quot;&gt;&quot;s&quot;&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; f&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;N = i&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; lwd = lwd&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ...&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;a href=&quot;http://inside-r.org/r-doc/graphics/text&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;text&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: blue;&quot;&gt;&quot;Happy New Year&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; srt = &lt;span style=&quot;color: #cc66cc;&quot;&gt;360&lt;/span&gt; * i/N&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/col&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;col&lt;/span&gt;&lt;/a&gt; = &lt;a href=&quot;http://inside-r.org/r-doc/grDevices/rainbow&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rainbow&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;N&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;[&lt;/span&gt;i&lt;span style=&quot;color: #009900;&quot;&gt;]&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; cex = &lt;span style=&quot;color: #cc66cc;&quot;&gt;4.5&lt;/span&gt; * i/N&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; ani.pause&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;&lt;span style=&quot;color: #009900;&quot;&gt;}&lt;/span&gt;&lt;br /&gt;ani.options&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/packages/cran/interval&quot;&gt;interval&lt;/a&gt; = &lt;span style=&quot;color: #cc66cc;&quot;&gt;0.2&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;br /&gt;card&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;N = &lt;span style=&quot;color: #cc66cc;&quot;&gt;30&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; centre = &lt;a href=&quot;http://inside-r.org/r-doc/base/rbind&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;rbind&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;-&lt;span style=&quot;color: #cc66cc;&quot;&gt;8&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;8&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;8&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;10&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;5&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;0&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; n = &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: #cc66cc;&quot;&gt;9&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;5&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;6&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; pch = &lt;span style=&quot;color: #cc66cc;&quot;&gt;8&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; p.col = &lt;span style=&quot;color: blue;&quot;&gt;&quot;green&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; l.col = &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;&lt;span style=&quot;color: blue;&quot;&gt;&quot;rainbow&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: blue;&quot;&gt;&quot;red&quot;&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: blue;&quot;&gt;&quot;green&quot;&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; xlim = &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;-&lt;span style=&quot;color: #cc66cc;&quot;&gt;12&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; &lt;span style=&quot;color: #cc66cc;&quot;&gt;12&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt; ylim = &lt;a href=&quot;http://inside-r.org/r-doc/base/c&quot;&gt;&lt;span style=&quot;color: #003399; font-weight: bold;&quot;&gt;c&lt;/span&gt;&lt;/a&gt;&lt;span style=&quot;color: #009900;&quot;&gt;(&lt;/span&gt;-&lt;span style=&quot;color: #cc66cc;&quot;&gt;12&lt;/span&gt;&lt;span style=&quot;color: #339933;&quot;&gt;,&lt;/span&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span style=&quot;color: #cc66cc;&quot;&gt;12&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;span style=&quot;color: #009900;&quot;&gt;)&lt;/span&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/div&gt;&lt;a href=&quot;http://www.inside-r.org/pretty-r&quot; title=&quot;Created by Pretty R at inside-R.org&quot;&gt;&lt;br /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2013/01/happy-new-year.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-2890147135685665608</guid><pubDate>Sat, 13 Oct 2012 04:31:00 +0000</pubDate><atom:updated>2013-03-12T15:36:06.676-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Pakistan</category><category domain="http://www.blogger.com/atom/ns#">Women</category><title>On the courage of Malala Yousafzai, the drone attacks and a culture of extremism</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://www.google.com/hostednews/afp/media/ALeqM5hSGdu_NHgUeU_rTBd14u7p_plJnA?docId=photo_1350053969632-1-0&amp;amp;size=l&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;http://www.google.com/hostednews/afp/media/ALeqM5hSGdu_NHgUeU_rTBd14u7p_plJnA?docId=photo_1350053969632-1-0&amp;amp;size=l&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; (Credit: Associated Free Press, Asif Hussain)&lt;br /&gt;&lt;br /&gt;When I logged onto Twitter Tuesday morning and saw that #Malala was trending, I had a feeling that it might be about Malala Yousafzai. I first became aware of her through&lt;a href=&quot;http://video.nytimes.com/video/2012/10/09/world/asia/100000001835296/class-dismissed.html&quot;&gt; Adam Ellick&#39;s video feature&lt;/a&gt; in the New York Times. And then I found out that she had been targeted for her ongoing activism for children&#39;s education, especially for girls in the Swat Valley (pronounced Sawat, not SWAT). For the last two days, I had been working on a blog post with regards to this attack, one which was ready to be published a few minutes ago, when a technical hitch with Blogger resulted in my draft being deleted in its entirety. So here is a condensed version on my thoughts instead.&lt;br /&gt;&lt;br /&gt;The &lt;a href=&quot;http://www.guardian.co.uk/world/2012/oct/09/pakistan-girl-shot-activism-swat-taliban&quot;&gt;deliberate attack on Malala&lt;/a&gt; by a member of the Tehreek-e-Taliban Pakistan (TTP), represents a dark chapter in the history of Pakistan. The fact that even children are not off limits from violence by religious extremist forces in this country is shocking to say the least. However, this is nothing new. Sharmeen Obaid Chinoy&#39;s Emmy winning documentary &quot;&lt;a href=&quot;http://www.pbs.org/frontlineworld/stories/pakistan802/video/video_index.html&quot;&gt;Children of the Taliban&lt;/a&gt;&quot;, highlights the use of children by Tehreek-e-Taliban Pakistan and other militants in their fight against the Pakistani state.Unlike these children, Malala is not a direct victim of Pakistan&#39;s misplaced priorities of defence spending at the expense of public education. Instead as a children&#39;s rights and education activist, she found herself in the cross hairs of an extremist ideology that has taken root in our society and has paid the ultimate price for her beliefs.&lt;br /&gt;&lt;br /&gt;A bullet lodged in her neck is not enough, not for the TTP. If she recovers from her critical condition, the TTP have promised to &lt;a href=&quot;http://www.nytimes.com/2012/10/13/world/asia/malala-yousafzai-faces-new-taliban-threat.html&quot;&gt;target her again until she is dead&lt;/a&gt;. Her family members, including &lt;a href=&quot;http://dawn.com/2012/10/12/talibans-fazlullah-threatens-to-kill-malalas-father/&quot;&gt;her father &lt;/a&gt;and &lt;a href=&quot;https://twitter.com/NickKristof/status/256009603442176000&quot;&gt;brothers&lt;/a&gt; have been placed on hit lists. Is this what we, as a nation have become?&lt;br /&gt;&lt;br /&gt;It is heartening to see the &lt;a href=&quot;http://www.theglobeandmail.com/news/world/girls-shooting-unites-outraged-pakistan/article4602952/&quot;&gt;widespread&lt;/a&gt; &lt;a href=&quot;http://tribune.com.pk/story/449864/anti-taliban-protests-we-want-our-daughters-to-be-like-malala/&quot;&gt;condemnations&lt;/a&gt; across political, social and ethnic divides (also see &lt;a href=&quot;http://www.guardian.co.uk/world/2012/oct/12/malala-yousafzai-fatwa-gunmen-pakistan&quot;&gt;fatwa&lt;/a&gt; issued against this attack). The &lt;a href=&quot;http://www.cbc.ca/news/world/story/2012/10/10/pakistan-teen-shot-taliban.html&quot;&gt;ongoing protests and vigils&lt;/a&gt; across the country provide hope that it is still possible to stamp out extremism and intolerance in our society. However, there is a disturbing trend on social network sites with conflating the attack on Malala with the death of non-combatants, women and children in drone attacks carried out by the United States in the FATA region, especially Waziristan. &lt;br /&gt;&lt;br /&gt;Case in point, the following tweet:&lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: left;&quot;&gt;&lt;a href=&quot;http://4.bp.blogspot.com/-fxCWVrDQ5M4/UHjVS2BZUPI/AAAAAAAAAFg/FMm6viiUDsg/s1600/Tweet.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;http://4.bp.blogspot.com/-fxCWVrDQ5M4/UHjVS2BZUPI/AAAAAAAAAFg/FMm6viiUDsg/s1600/Tweet.png&quot; /&gt; &lt;/a&gt;&amp;nbsp;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: left;&quot;&gt;There is one major underlying problem with this assertion. The United States does not deliberately target the women, children and non-combatants that die as a result of collateral damage from its drone programs, but the Pakistani Taliban did deliberately targeted Malala for assassination. This is not to say that there are not important ethical problems with the drones themselves, ranging from defining a combatant as any military age male in the region, to the targeting of alleged militants in areas of high civilian traffic including mosques, schools and funerals and the assignation of guilt without any due process. But these deaths (one too many) should not be compared to Malala&#39;s attack. Intention matters.&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: left;&quot;&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: left;&quot;&gt;In the weeks and months ahead, let&#39;s not forget our visceral reaction to this atrocity. This rage needs to be channeled into action against extremism and intolerance within our society, lest this attack becomes another marker, a footnote in the history of our decay. Apathy is no longer justifiable. Silence is no longer an option. &lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2012/10/on-courage-of-malala-yousafzai-drone.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="http://4.bp.blogspot.com/-fxCWVrDQ5M4/UHjVS2BZUPI/AAAAAAAAAFg/FMm6viiUDsg/s72-c/Tweet.png" height="72" width="72"/><thr:total>4</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-8378323271387035044</guid><pubDate>Thu, 20 Sep 2012 02:54:00 +0000</pubDate><atom:updated>2012-11-05T11:29:11.791-05:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Islam</category><category domain="http://www.blogger.com/atom/ns#">Religion</category><category domain="http://www.blogger.com/atom/ns#">Women</category><title>Taking off my Hijab</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;I have finally done it. &lt;br /&gt;&lt;br /&gt;This wasn&#39;t an easy decision. I had been struggling with it on a daily basis for the last five years. During the final years of my undergraduate degree, I was constantly reminded of how much my personal beliefs clashed with those of the Islamic orthodoxy. It&#39;s hard to reconcile my mix of libertarian, socialist and humanist values with the conservative ideals of the orthodox Muslim community that I inadvertently become a part of as a Hijabi.&lt;br /&gt;&lt;br /&gt;At the same time, as the only visible Muslim in my undergraduate program (Ecology and Evolutionary Biology) I became the de facto representative of all one billion or so Muslims to my classmates. I was always conflicted between expressing traditional/orthodox Muslim beliefs and my own.&lt;br /&gt;&lt;br /&gt;Do I support gay marriage? Yes. Does (traditional/orthodox) Islam? No.&lt;br /&gt;&lt;br /&gt;During my first stint in graduate school, I became somewhat of a novelty. Here I was, a brown female visibly Muslim scientist working in a white, male dominated field. I organized academic journal clubs, hosted international researchers and attended conferences both at home and abroad. I was the only Hijabi in my field and I&#39;d like to believe to think that I challenged commonly held stereotypes about Muslim women. There were some advantages to wearing the Hijab in this situation. I was &quot;exotic&quot;.&amp;nbsp; My research got a lot more attention than it normally would. People remembered me. I enjoyed the surprise on people&#39;s faces when they realized that I was the fisheries scientist that they were meeting with. But this attention wasn&#39;t always positive. When I was interviewing for PhD positions, I was almost always asked why  someone from my background was pursuing research in aquatic ecology. &lt;br /&gt;&lt;br /&gt;On a personal level, I no longer hold the same religious perspectives that I did when I started wearing the Hijab a decade or so ago. During my undergraduate studies, I took Islamic history classes and was surprised to find out that the practice of veiling in the Arabian peninsula predates Islam and was used as a class identifier. Women belonging to the families at the upper levels of clan and tribal hierarchies wore veils. Furthermore, the two verses in the Quran that are interpreted as an injunction for women to veil themselves, only call for women to dress modestly and do not specifically mention hair. The more I read, the less convinced I became.&lt;br /&gt;&lt;br /&gt;&amp;nbsp;So I&#39;ve decided to take it off for now. It feels dishonest to represent myself as an orthodox conservative Muslim, when I&#39;m not. I&#39;m tired of representing all Muslims, Islam and dealing with assumptions of both the Muslim community and the general public about who I am and who I should be. For once, I just want to represent myself. My religious belief is not my defining identity, but it is an important one for me. I&#39;m unsure of how to feel Muslim without the Hijab. (How do all the non-Hijabis and Muslim men do it?????).&lt;br /&gt;&lt;br /&gt;I don&#39;t know what is going to happen. I might put the Hijab on again. I might take it off permanently. For now, I just want to see what life is like without it. &lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2012/09/taking-off-my-hijab.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>18</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-9195959902134720276</guid><pubDate>Wed, 08 Aug 2012 13:45:00 +0000</pubDate><atom:updated>2012-10-13T00:53:57.168-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Islam</category><category domain="http://www.blogger.com/atom/ns#">Religion</category><category domain="http://www.blogger.com/atom/ns#">Science</category><title>FYI: The Kaaba is not the center of the world</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;The purpose of this post is to clarify, hopefully for once and all, the surprisingly prevailing meme among Muslims that the Kaaba is the center of the world. It isn&#39;t. Period. Although there exists a barrage of &quot;evidence&quot; from the Internet that supports this claim, this assertion is scientifically untrue for the following reason:&lt;br /&gt;&lt;br /&gt;The earth is a three dimensional spheroid (not quite a perfect sphere) consisting of three layers: crust, mantle and core. The crust is the 5-70 km deep solid outer layer on which everything exists. The mantle, 2,890 km deep consists of silicate rocks composed of iron and magnesium which although solid, acts as a slow moving liquid under high temperatures (hence lava). The final layer, the core, has a liquid outer layer (iron, nickel and trace elements) and a solid inner layer (iron and nickel).&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://4.bp.blogspot.com/_UvDm1x9qiUA/TNBa16VbQVI/AAAAAAAAADs/kt4qiNdhGmM/s1600/layers-of-the-earth.jpg&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; src=&quot;http://4.bp.blogspot.com/_UvDm1x9qiUA/TNBa16VbQVI/AAAAAAAAADs/kt4qiNdhGmM/s1600/layers-of-the-earth.jpg&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; (credit: &lt;a href=&quot;http://scienceramiro.blogspot.com/2010/11/project-12-layers-of-earth.html&quot;&gt;Science Ramiro&lt;/a&gt;)&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;The Kaaba cannot be the center of the world, because it exists on the surface of a three dimensional structure. For all three dimensional structures, the center is located within the structure itself and not on the surface. The ONLY way for Kaaba to be the center of the world is to assume that the world is flat.&lt;br /&gt;&lt;br /&gt;At this point I would also like to address the claim that Kaaba is the center of the world because it&#39;s four corners point to the four main cardinal directions (North, South, East and West). The corners of the Kaaba may very well match these cardinal directions. After all the Kaaba is a cube whose eight corners are placed 90 degrees apart from each other and North, East, South and West are separated from each other by 90 degrees as well (in clockwise order). However there is no link with being perfectly aligned with these four directions and being the center of the Earth. As long as the Kaaba continues to exist on the surface of the Earth, it cannot be it&#39;s center.&lt;br /&gt;&lt;br /&gt;Aside: Although I am aware that the purpose of such memes is to confer scientific legitimacy to religious belief (e.g. if the Kaaba is the center of the world, then Islam IS the only true religion) and provide a sense of accomplishment for Muslim communities that feel shut-out from the economic benefits of globalization, spreading factual untruths do not substantially further these goals. Furthermore, the popularity of these memes among Muslims across different regions and sects (I have heard this claim from both Sunnis and Shiites), even those that have received some form of post-secondary education, highlights the failure in science literacy across Muslim communities at a global scale. &lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2012/08/fyi-kaaba-is-not-center-of-world.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="http://4.bp.blogspot.com/_UvDm1x9qiUA/TNBa16VbQVI/AAAAAAAAADs/kt4qiNdhGmM/s72-c/layers-of-the-earth.jpg" height="72" width="72"/><thr:total>9</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-6757883180040649754</guid><pubDate>Thu, 19 Apr 2012 15:55:00 +0000</pubDate><atom:updated>2012-10-13T00:56:49.017-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Daily Discoveries</category><category domain="http://www.blogger.com/atom/ns#">Women</category><title>On gender inequalities in expressions of sexual desire</title><description>&lt;a 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5udmu/mtkUY1USxGI4lFOoLutlZ2TeP2qHY8GVSYk+rF7W3xcbaztHMXrf0i4MSDnABG40Rvb3JzEtvaOdlbrs9+r2H+aCKmp63yw67luioB04EGiOPL2BEVAousu8rUUe6WXcYiAxleHbByPdFDkZJV73URBD8YQEPXd57y+s/YMv9Y7OyOkFBCJeqA4Q+yTWWlCBKpoe5Id4H+mn5KuO4ku7qlVJgREMvr6UKz/3lKeIqq7bu+OijjXaS7SHJww8S4/zDPkSD1BQGX9wx1r/8N+S14DRfXzvd6e0QVtgomRPUl3WhN1pJkj03cy3P1T7gxSBET5+9yE+Mz7w0hGLsWGxh95r13G1T5jRguSYjLPVY9RBMT2i9HRu292GOelAQRoLNjq9o0ot3SEpYjaVxvtE09UDSGQqu3u61OKpUZEQJx6l+TyTWBRg5oiVu91iTr9SbNovDazRL9l2yOZ8NPkDU+Rf0G9lsFfnhHygxf9rJ3Otgh/Np/Y+mCCorHjjJeFy8Vuc5rK4yJLq8P1LBraC70txBsyKgER2LJdVt/95Oi3vxIBcfr1Tgu7LW/VCFQ7+H63m330SxUCIujrz8a5pr40UQSWCHZW0V56Mf1wC0UEZLpvbLH13l8PCKaeV4dCrCMvySgC23H7YHzc6XaKCCAtf3Bhf1EvRQScLjsR7RxztoMi4PDr/B2xm690UgQcKbsY98P34Udfyigi6bq6ZVPE4Xc6isgQEFyjoy+zk7YcfDclVKr7UrJzUMYTKUVAZLvOxljaphd3zAxozK7R7qsbozOvNQurerS5KMXj75ZZr/oNFNFQssU54cDbPgRSk+lrnXx1wIQIiJ2FQUG7H3YoKcxxodk3W5nrGnm61gyf7mVy8oN+EwIiKO/6iX1PVCsMiKB4EGVrfaBUsJU9+Sm3erQUkH2WLNp4fWRJf1Pd22yTeFdhdrVJr4fa2DhueqmlCIjVp0SiPXUUQdNTnLCj3Jzm00EbUeILwdlLOs9G22UsdMoRRECjrOpkqPuucgMCIq+qOhbpvr92gTYRREBN57P9Yf4H6wFBWX8508fvcMcys2FEwNGKB+cXIljUTREox5uJcEJyJf7770MPP5umiH2vjvj+7/+wSMx7P42APRdTfL3T7vYDAjZfybt09fUkRQTsPLvJLyT3xQhFwO67uQF//yn5Zr2KIvIf9vglZtxrYgCA4YEnHEEkTYd8A9OKWxfP14nwa8eJgJDs2w1TFLH50tHz+zxSH/VLVQjYXxDgmHlNRowfUt3Wpd2bEiYZYy9jHP8eernbBHxFdoB4tfelPl7oJLOuUbUJkUzeCReJjlYiIALzJtnTbv2anPKZ+UfpgTVrLG0cXFJeTS6ePXNcyW6x7f43U5NTExOTk5PTKgMBTfMJdwvP6wNCGvL+oKWN+FQbj5qGU+7r7AP21uCiqiECGqTlx0M9swQjycjLD0d6HqwTikpncJQ3vb2YebydIgLqWy4n2QYcaYbZdV8BQWXj/ZSfvvPddXOEIo59KAz9P/9zXVTu4xEEHHm0J9gl4UIXIGDng0sXz9wROqr07q5g7x23+igCDr7Ii/j2h7iz5ZMUkTTnRSUlna02UkSW8BxFgM6zm5zCsl+OUARUPDt3+/HrMYqD19O9/rYu43GnliIyFWke8VlPOhCgYU+QVVx+k7BIoa7Z6f29+6EyBZD63V4WWy716REBUV62zfUfGwrbQF+3097vcLl8XuNoXyY6Wee81Aud4dMhV/+DZeM86l5vtAg41/FP7ktaQIR82+Ugm5x3k+MT4xNjgzV5AaKYuzIE5NRtRSEOKaUGJIRwvG7i9T7xpldaqq3MC3LeWc1SYuKAoGH8SablAteoAJVxuPxkqHtqOUFQt97a4xdwopfS/ls5gT45ZVPjsiHZqEz66eGp1A3ZVZTCaM3FtIiw0x8JR3iTsBeAEkAkExWn0mM2X+mnQAw8Bei6tzsx6GCjia/I3RSTfneYAjHoeYJcffGWLZuufGipPrwteseVpokx2cDo2Gjfo4ytabufyMFQfiDUPnTPvU/SkSmtYeGquHmZNz8hMr2wepxSHkhtfnhE+qWP4zwPlKOzuxA/5gZHHH7cq0XKEeBkN0IiD97rQ7Y+2yPqZMmggRBiMvKA8hux4h2FnSqelGQ7hx4tG9GSmZH7nLkBRED91LhsSDoqmyjPdY251qgzfQER9hSHiZOeTVPCEcIJPYByrZeDxdveqihhecIRYFlJrotDfj0a2wuD7baXGpEnhNFOP9hr7VM0TJFwhFOO388Qe17sRWBG3p4IctnxamxcJh0ZHRlpq7yUap/8jkfk5++E5qakw6OyUWntq/x0/wMfAUHZcH1veNgRYRPBeNXl3JjYe2OEguA2NE0MSkdlYwPvr+zfGXe2CRBw+NXplOikSx0UAYeeHNmWkHZXSpHjCaepKdyTvf1qByASnnA8ECCd9zLiEvc+6eF5oGz7xc3xKafeT1JCDDqeIFN6PGxL6u0WEwISnlKOAx5I3dmoiNTz1aM8DxSw4UhkxL5bbSpKOQL8+N3omP3X2pDvPOIXln29qndsVDY4OjbecsYz9MjjTjU12xo0+6aI8fVu1/CjpcNawlPzxGt6QjY4NCqbqDroHnPxw7QJUf40ThxT3KVl+Dk4gCcTtzeLos536Dkyt+ZNKUek1+Jt4q4OCq4zTlocLk58IRdUjDVUHhRF3x0zW1jlqGxUNirr67mX6bjthQKBgk7+6XSk3Y5nGp7wLJm3RohGmeR4kEtmuQGBgmLozYFw95wShifc7CxBIMKOp/uCffbXAYK252muj2vI3udDI+NT03pAWLphZz6C8UWtC4hw9MWx5IQddwYpcjyoGy5sTo4v/MBTynNEX12UsHnjmRqd+TuMZnRgcFQ21n07a8e+A8/7KQK2n9sam5EvmaLIEeDlL9K27T/1TgaIQCghPEEkvbdTfRwS8t+1Skem9fNOLFDCAhJsOhQcuOdmN4fMg6zLjW9yvXLv1wwgwNtNbrvv9XOamgzXqILqMSMhhDHygONXwq3Tro0TXUWKa+SlBo0JCMfznJkIw87XqRnE6Wfx4o23+g0cRwgLSLpOiUR7SvXmlZQPJ0Si/fWICHTxThCeL9ttYylycHRwcLCzs3f2SHsp4xrOBdhvL9NRwrCEI8Sge5/t7FrUhrrGk4EO6RIWeW7BYQMzEZYdDXLbJTEhUJD3v9gX7rm3jOUJzyzcJAXspHR4VDY2VP30ZHrwsbrFRDgluZgRvfFCN0WOB137w8ztIfvfMxR5jhgb76dtCt5Xqpphcf34wNCobKzv8fGdWWm3uygC9t7MStq678UoRY4Apyo7mLkn534fIBKWJYhc+7n4uNTC8mkKhJ0719GSFx+VdalOLmjc5KOkhL3n6wnbfTwgct+DVjUQYtTzBDUPtjmkFPT2lh4L3Hj0ZY8OCDEZeEDFrTjb7eeHpJ8uJ7o7Zdxu6B6RKQwsQdSXbHcOO/6qdWh0VDY0OjZee0QUeLpagdraw0H2nrkvugZlYyrm1xAh23YqROTq7uLg6Ojg6Ojg6OTi6hBfPEGRqNuKgu03P58SaMk49iTD0q2om+qrC0PdT3dRpAwgUM3Q3bRFm2WEYbVutOR4jFd2GcuPPkr3981rRmLqfbTf9TsLJzcXJwcHR0d7kZVL9K5LbRRxou5yRmRYfj2S2Qm+QIRjpSf3b0l/PE2R6ikC11acHhd+rG1y6nFyXPDB93qK1GgCQOx+lLk7+3xFY3NRstW36x1dXJwcHJ2dHUSWnruulQ9TRCJ7ezrVa9V3/wjZfbN2guFxZtfiYiJEQPxUEBGVebVuComwdW2GCPeHhO252aoUpqFjxcHihHOdMPAixmnruZYxAKQMC4DkzS6nzCudaorlOc7hxyvHDBRwwWYZAoQw6rcHHB0cRbb2Ts5uzjZrQy63Gr5kRlhxRGSfW4NICZ0hV8K+2W/teKhx1lfGMe1F0fZ59WhqLwy02/J8mgIir5+8s9vK83QHoQhI1KO3U2y9LvcjsOMVp7xWWTq6ujg5ODg62NvaOAdvPfXRJBAhpUCJur/qWPhffhK7ubg62FjY+ceeqOUReKkkP3qN5853o2PDzc+ObY9IuthNEYFyk00Ps/z/8yexm6ubg9Uau8i0a210MRE+Pbo1Zltxt8ATxo8FSfFRRyU6isDxLE8BsedBZsKm3Kd9SBDl5QfDkpKv1TGziDdeitt54GajbpYIKSA2FEVHpV+smRBau+FoVPjOi3XTghdr8m60U/yxGq2+5+xGH9E6kYOTo6ODo7Ozk1gcUlAtMy4kQgBk32a5hh8rHzUgICGspuyIu7OjlcjeycXN2fqngHOflBxi21ln28zncgMFpOYeBRRw+u4WUcylHtP8HR8UAWXFCTYJxSPCHhZOWhwu3nhPKrigia4k20J8rBGQVY1c3/q9pYOTk5ODvb2Dk2vKyykERKOqPi/SLu2lASjM8utiIkRUj7w7FO6+t5wndJaG5xGh74FPAmEzY2UFQT+u/mlD+LYbrXoWzadXCRAAbmoxgtc7FhLhy+Pbordc7yIUENX155MSI06UaoEioK6yMC5h45kPWgQw9r48kuDx9zW2rm4ejhY/2KecKZVSBGwv2haTfOT9mFA81Ys0v8Rd9zsYRCBAZqd9A3eyEj1++uHvkUfedyg5Yt7QTjkOgGLtsQ3JRS0GeXn6iddStudBdOaNZr1Cku65q7hbj5N3AsUp13unAZCyHAAyL1JFO++M89qKHW6h+ZXTRkTzrs55RKh4Fi/Oea9mqHnXaMux+ZtlJt5mhZz5xHJk6Xq/4Bo90zbvIa99utfa9XgbRcoRShAZbUNhtMu5VtQ1ngywT3mjokAXfGoxESIqh17lhnvuqyCAIAx9CAWgvKqn7FDofwr6aL1eHJhwpoFbTIRVl9LDIwuaCQVEXfv9tE2+u58pCUVAY/2dHfHB+0qVCMBIyy+keP9lja2bq5ujxY92iQef9FAE7L2VnZiw69GgAJC2/FBk/JaiOiMiMAxFVJbtCUpKu93EUqQsoYDAodmKpp2pmhA0Tv4o0TX2cJVhVJLqlXiotJ+nSE0MAGLZPtfdN/qri5O9UvI+jRBAyjAASN/nuO682DBKkbTlJYS6Wqz5JvFso4xFXcVuHzextdjB0dHRwdHJycnRKfZau8pEEU01+0N8nW0sf9x+Y1jB/rNrhLp3qT85FvbOA0N6f6Nt1D0FRU3ruWD7rS+F+Sk1jj/daeVxoY8aP50NFsc+UJl1frT2zCaR76LjE5QgApW339rtumHf3Td5UcF3JimCouP+wRDfPZ9wSZmmGq/uCA3NaxJ4dI4IQVFzJi0k6ni9ubepq/PjIsMONxGsP7EpNOFs24zbRPnmRFjsprstPbWHNkdl3p/4/G5j5a3tEQk5gn+GmEnOTIRRs0T4MT8sJPVKk3qmd84SYWj43tvtQt3J+I1Qx80FzSau77S3T+b9DoM5U7bhiI9d5uU+PWLJbofgI5XyhTN3AgQQFS9j1q3LrTavNDQecIm+3KA1zwjto+aI0C5mERGOPk2yCjzXa36Rqqf1HOUH7sdZh1yRzuConyhOsva+0o6G9sJgu60vFQiIvH7qbpa1V14XRYEI72wXe13qQ2BlpfmhTsmlS3ExE4O+526qk31CufBw4tPZ5A25NYCg6yo5E/6Dg3+Qn7udbfjOUx8FZyMoqk/HuvjvbRYapOPxwe1RBbMzwph5RLgx+Ya57xk/FW5JijlerZ9PhPfSo+P3vhxGQCTSuztiNubcHzQf5oPR2xm+iRlPutkFRFh/NjJk+4U6hVB+YdeocHwCYepejGvS8RoDN3jG33/nw76f0ZBZInSLOFYu0yIgqt8lWqzbXWL2lrcddY8qqp42Iuor0mx9jnww54gauY7hAXDqVpJ1xIXeBf2QIuDI1Tir2Otzu0Yj7OIejAgJiL40x9LhVDOQxjPuP7rcELoiGJ6lire8UCAgGlV1J8Jst+N0Cs4AACAASURBVL80zf/sLBEGu5qJUDX8dl+IS06FuS6LiDDE78AnQKBz+8UGn+0N8Nz3SZhSACyPYPS51iVEGLu1uIciIGoaziclRZ0sEzxXesnZuIToU7U8EtnVJFe/tDujwvM3h7bv3vus30yEsSnHSsx1VL9MC9yc9bBzlggXwjGcF+qXWjR3HpQQjkckjfvd0+83Pz24/2ZFpwFlt3yOvK7MTww+erdljCJp2Ovqk/18gDW3FVOz3912991pYqjY7hZWUKUwLSDCcIEIle+22foer9MI+bIT73KsreeIkGEMs+frFwnHley2Ex//wLM8y3A8yxOeGDtvxtiE35iZ4qNKejHeOuBmD2obTwY6bH+nwc8RYbD7PCKM8JojQkEfNe3FyU4uW6sEhZVV5Sf7HalfMiOsupQeGV3YShEQ9R0P0jf7Z71QU0RAU8PdHQmBOWUmhMmHO3094872UURA7kPRrvTkm10zRJi4+/GQeV2g4lBM0rYLDSZEYBgekUhvbY1OOPDU7Pw3ajUqPU+x7UxCZHrhh0nhLcXjTZ4J+0tVMH41ImDr+Q/mFQHgu86E2qUUDYw3XQgJSr3RpJuxnM3H/R0yLncr5tqkJdPRPfedVv4x19X/0AfNz+hs1SbrDXm1uiU7j35GZokQNPd2rHLPa6c8z3A8y/Msz+kHbkbZhF7uZQyt+T6W8c+ExQlqHHu040e7M30UNa3nN7o67X0jlUp7Gp/nuqwWuftf7F64a1SYc8iHH25b9b/+Yuu//fEYpZSgYbD0YIRXSH5FX/9gd09vX8/gyKiKo4iqzrvJAW5RZ+ulY1OTegBEYoZTU38nOch/y+XGocGhj08K41f/v46bjnxgkflwNiYgNPNmo3R4ZKj52bHY4NBj7zQU1W9PRwRG73/Q3Nc/2NPb19stnVAxCIxqfLi3u3+wv+/NkU0JOwurJymSBUTYfCI6OCVPIvTajuuJtkEZxeU9w9M6A0eBEgYQsGaPX8DuG62Cp5uMXfMXJZyongLsPRNrE3Hg7aee4eHhoZITvm4xBbUTLEVSfdh7TdRpSXO/TDl/5yQhFDWSvV4Rh1/Wd/b19Tfd2WJv6XOuSccgguJ+hFXwxRbzgfpQi5Ariw7UTz9P9bDafmtYKpUODt5KjXk4QZGT3d/mZpP+UCodlvb3d13YauW3t4ZBqmrK97VKeCYcT9ZP3spY7XxCWBYiKtnNLRZOZzsR0DjZWBjr7nn4dX//YE9Pb3/vgHRYydLZQYl+6NWZeP+0hwP9A/0t5Re2OzsEH24kSIarLh2OPlmqUmm1Ko1qampySsFQRFA1XT+QEL3vRX9ff3/js8Mxdp6bL7VRBJQ+P745NLaojSLg4KMDieGbrs4QYW1eXEzYIcksERLEkTe53r4xhx61DU8qdTD67LB/YMKpZ63S4ZGhutupQSHbbtRrqdl0Uo4Dgth9c4t9QOrl953SaT1H6g+HBqafrzNv5p68HWYfd+D9GODQhS324VlPqrv6+wf6+/v6umWqhYfzzET4OlMcdKh0RIuAqKvZ7xNx4FFte19ff9vDHc6WnqdrlUZEMEr2+K9PKGruGBwekj5Ij7nVo+YoKl9kOKzZdLO7Xzqq5uYR4fjDFPG6lAfS4eExDc8NXQ20iLw7PEOE73f+aHWkAfjue1tcYy809g309bS/OhFkY7/5+TQCIqNtORsjst/zTjoyOqYl84lwpOKwj3hHqQEBUTdReSjMzvNIpVQ2Pq4TdmEIRKhue5Tl676nFhBY3fRYf+/gYH9//dOC1KiESx0UCfBmIlwGwSudC4hQ9uxwUnjilS6BCOsKY2ODj5aYibAiPzI67PgHFsnYk5zkLTuLyvr6+gdqLm31FEUfeyulCNhakBi2+dBbM0moniVviE2/284KaFIKiKx+enS4p6tvsL/v0c7wuCP3u9QzRAiUMAQJ1h6POhjlvSrrWfM4Rbb2SGZunGjNvhe9U0ZEQhqOR1lFH6ts7BseHpa+OeLhtvFCkwqBf5Mg9j8tkc8jwiexNgFnP6lNiKCvyPZbv+liR7d0eLDhUpyX/brvd5XOrBGW5PzlL+5FfcutSHHcm3QLiyMfZkqICEiNgzc3uYp3PZVKh6V93S2FSdZBB+spkskPx31strz+DBEOlR70sU+rMCEgKgafZwc6ZpUtJEJd39PT8UEZjwb6B/pbSs5udXSKONVIFhHhZGVRSlBIXjMgIOrb7qbEeWY8VQlEWHdra7T3zvcGhOn3xzOTtpx829fXP/Dp9s4AUVDWgz6KgD3FmTEx6Q8GzURYlhsak1D4yYQIHMdQJDj6aJ93YFL+87bhoaHSUznn7rwap9h1MiIoJU84UI8gfxDnEpv1bIig7Oo2h+Cd9yq6pMMjQ5XnIrwi9r8eIIA9BYm24Xtf1HQPDw8PleUFuEed/DDBsprxkcHe7r7Bvq7rSd7xZysVFFuPRVlvPCZp7O3vH+jv7+/rGdNwFE3qUelQX0//YF/z+Sj3rbfajcsOU36BCHlSdSwg9GrzrJ4gIPLc4K2MgPDCZhi4vSU4p0wp6LBp6v0Rv8jrfRQBeF3NUTtHeycHn8iE4hbZk9TIawMUgZ93jpBSQORVQ9e3/9U2aOf7USSUZSkC8hN1ZwOsbV09Pd0cRJYb4rOfjlJEYMdb7mdaWlp4xuy63rJg1yjA+IfrKRa2NjaWG49fff72TfGB/W8nKYJp4O35pLU2ThvcxRYe6Zcq5BTRxCKgUnJ9p5uFyMXTy9PecnXIvsd9SNov7whabePk7WZr4b/vQYsSYfbAIiUcRcDuq7tSDxfPzB40Vaezo63Xrfbf/7xTgTO7RlsKtqWcftZj3j0x9TglIre4ecxIEeSvMxJ9RPYuHm5iUcT1Th0AIodIxh5vTwyys1kfUdComNs1SnlCAbnKo+E+rk72tqJND5uf5+x62qMzIYL6TWZI6v0eE48IypfpIemP+heEYiGIpOuCt5eLs7Ozi6vP5Y6Z520Fbu7Orq7Ojs6ewXtqOERCeW3PzW0he8tUCIi8QfHiuH/slX6BCLUTz/cHx90xr+Sjvvd6hNjO1cPd1dHOxjN0881BYd+K4O4zyT8VRtuI7Ow3xG8/dLfq1dHjEgMS4KRND9JcvrNycHVyFq1f5Rq2tbhDD4Co7Ht1OMTaWiTyTTt0+uqrl4Xn63gEHCu/sj8t624PRUDZu/N703NnhpymluKc3enn6wyIwBNCCYsIxvYHp5Is16723lFUMoqA7VcPRq4XOXm52a73PvCkTU8RyewEQgiMoKkp2BNrte6HDXvejKl7bu7acfRum/kcoeJFetTeSx9HjBQBey5lRjjZ2Dl7eHo6WK1PvtM9xdP5m2UIAHKVJ6K2n6+dMCIgBYSa0zH+bk52NlaJ9xuf5mQ97VAZBThG7kYGuzs4uzrZO57+aD5DTXqvhodscHSwSywenB8TgHSeD/DzdHJx2XZvlIw+SgnZ+WpM+AkMH075hVzooAg4dj/F2cHJ2c3bL/NJy+uc3W/NjhleX3PMycXRzSdk71vdvF2jpvG6i1uijtYKe3nAMP4+11Yscg+OP1XJ0rldo7red3lb4/PbKJKJhvPbfrJ23ODmYOMWk3W7G2FmVUI42qvuf70AwbMXG3kE5Gc3y5Rd2Je+9/EARUDUtt7Kykq9WGukiICGTzd27s68Xq9BQBypLErztbGysgg+fvNy/tVn9152UwTsubkvPfd8tXnqoCk7uDn7+Ks+gQg5nqOIsvf7N/mvt3Xe4GZrEXqyQirsA5oFiAOg2Hw7OViccb9HySACtBRtDXTc+UiqAkDKUITpF8mx3rYOLh5uduLo231GwQlfuTcy5XqDipklQl1JVtj22216TkBTejMs0N3J2VFsn9eue58ZVlBrMM+e6y+Fh2U8HV2WCPnqE8EhF5vmEyECImk87eTi7Obq7OCyIfxAHSASyshbr24NPyDRLUuERlnN+S3Rxz4xCIgaWfmZ7RvzagkgcGRuP5dx8kN+pLWN2G7DpowjtytenjxdwyBQfh4RKuruHt6RVtxNERANva8O5SQdLxV2CzJtLw7s2pZfpURAnGi4ne1vbW1lFbDv3Lnz959fu9MqOGxOZmWdeGvezWf4WJietedWK4MIhAAQliKYmi/vj7AUuzpZr912XjLII2D75Z3zrKjqbXZcTmFZv54iqCsPpwZZiZ093Wwtg87WTvAUkaEI6pLsLf42di4ebmLr0MvN0wxF7LmbFLpBZOfi6WovirvSoeWFQWTjsQR/J7GDs5u7u5PIOuO5gsOu4jBvdztHF3cXR8et90a+hgVxmQP1X/OyOebCL6YBRKLteXQgLOBwBzUPsZHAV58J/dx59qXPBWLjyZdU5xeiHnzlWeMlDUJnrOHPvPX1TTH38aV1WfwQefIV3ydLFv8XVXDZXxXNlyId7NOrZp7oanKTRLE3pilS4z+5j+tnUKD84hAzdOlSzZcBR7l/onifxWtRy5u732d05At052djOPxup+AXdYDf6DA7/Q3PgC9zjm1hXr/U1PAlMbMWovnL6X+h+r9GK7+mKf54gJZo38+d4VuqqoKFpIuDetJllFo4W/wlOvuVwU/miJByPL8kY8rzPEsoUGDnT/KAsPyMNwYIw3Gs4AqnMPt8YYFguv1WspfniUbkKZnb5AaE5TiW51mOY3ien13MB57hOJZfuhBNecIzHMdwPEeAB8LNnK8UnrP8/O+Yn8/LQvB/AsdzDMezHMeRZfWB8jzPz+7tpMDxPCMknpeGm58RBZYn5ognFFize5ljeDL3ffNzjluOnnnCszzHcBwHlOf5uXNss/+nwPLLhSKjhOUFV/Y8+IAI/m2G59nZYi8Akc7fbSjUcfbjhC7AZXF8H3MDcizP8wAcRwiisvfZ0c2hWXc7O7o6OzvaJY9PxIQknChXAUUTzwvpOSFMASEzBSDsHHxkrpzmPxe1khnimePJlJtDnCwfa4YCR2aBM2O6DF5IBXyF+rLLdwnkybyWXIAX8PNxocTc7Bw3x9bCQ45b0pJm7Digi/GdUzHKC92V53mhb8xTwxkUFmkcma+tZDbZwnqR2SzoTBazOrK0JZdBcD40ZH4348hcXgR4bp6tMDcaAY4QHuaUd55yAceTRQ1lfpGf0dmlWCMSwrMcT+ZjOn+f8/JaCUuM3gJFmEGTYzhCFtpAQvjPR5Re+tlltHJeFp+Nw0XmWVpBSX8GHZYnHABPln6NEiBzpRUAgrksuJkCEFgE9Jx6zmt2uhQgQEHX5gO00IrOh9VsUfkZ5Z1fkcXPCfDzoJ//tQU6uzjlV4ci+t2vYRKKrh8qL0xOOtdGKcAfG05+RX53EYbbppEPhUFiew8fby9nO9uQ9PxqE0U0/aljQa3IiqzIiuAffh/hCgX+V5VlkAX2DwkRuSIrsiIr8uvkjyJCAoT9Xe9mWpF/tQguuBmZ76BekRVZkRX5M8uvJUJKvi626Yr8XEv+Vxgo0Hldgv4R3YNQ+i9xts/H678Cdn8IWCuyIv+0/J4a9we7Rv9Vzbei4b+r/Bu3MP1X8ei/i6yoz9fIbzec/a2anS4p0tInf175w4q6kAgJ/dKbeIVSsvqp/l6ZetnghCvyxUIQgailPYOThj/lldPLyOc6KNErRvsHJ/WIgJxWPjowNGUQ0v+Guc9osnBsbmp4aHhCuDfnC6+0/bUmhiACaIZ7Byf0vPB/ae+XYveVKvaHCdErx/oHBOD+XazkEvkvy9n/RtT1q2VZECkC1Y70DY5rWR4RqHa4d3BCx/92bfKrZoTMRPVBl9UbXywJi/DnEOFyS/2EtL9vTPMVhvIPFvMFFA9DV7uf+qBZeiPon1kIIlBOOznUNTiuRQSc+nBpq5vrvo+AgKOlBZs8PA81zAV8+m0FhHh4p6N9Y/a8HKVojpP3pa9THhE41WBf/4jK9BUaRYGjCIZn0WvdjpRM6BBB9yjsJ/cTEqXpXw3HPyXmM9efrie7Ou35OA8sggiUUY0Pdg/JjYj/xgT5RwnRjXV2SxXLXuH5dUJMiuHOvjEt/fkzeT8rFAGpQT062Dus5HEm/i3Vq2SDfTIVwT83oJQgAqvo7+0fVZsYQOBex1u47X8h1VAE0/OYdW6H3k0Ig+zfIrt55wh5ME4MdPTLGQIwG7WBAPBmWZofN11fEOGWUaqlPOE4Avz8exUonXnxM0Ng87h+JtnMkEdwxRBKeYD5q03zvjZzDHFeyplcZgpMKaE8gwi68hzvn9Yn3ZYKQaFgrkazoUMIXf7Lc5AAnXfGbq5ByHIJzH/OfGdJ4qXtADxF0L7a5hZzqV7LLJN+HgrLa4WQ42wySuaVc0HjLwMKJQvS0OWmLAu6AUHKGBTDfT0jasIBJdzQuz2O/2GVWQsIOPnp9p6oyNONgIAT1dezYmIL2+hiIpxrloXj3AXNNXe6aB5kQAml+qmhvkGZwkhYoIDdl3ckpJ0sGwPKA8eRBX7ORRkRSgkFzVhv77BcZ+JMFInssvM3P0RdatUInQeXdo8l7S8QofF9qmfU2Q9TekTQv052j77wUc0gLmzMRfM/SoCZGuzomzLN666LVIbOAWouPF0W4s/0pc980Px82WYXiFDV9GBfZNjJRkJ5nmEJECAcIrBdd7fb/i+ngy2AQFlugfosLsMSfaTLADG/fei8HkuXpPy5OdCczgoaISCrlnX3yhR6bqmazLTeYqVY0M7z1PkzOv5LKmZ6u+n//n/crwwIfWmBrVhGAZeYCyEBBxRA2X7O9//6x8a3BgTgTEbVSF+3VE14Cjz9EoVFQMoTBGRbn6eFWMc8mERAk4lFQKbh7uZguy3P5AjIcPAZpfssprjAxn4GkRnrtxCI5ad68xoEKKGgknX3ypQGhmMokoEzlv+5esu9Pg1F4MoyvaPySkc1iMCUpHlFFVQJ0dJ/YyJEQNmFwL9F3Jm9qG9JR1ysfuzUp7wgxx3v9QsqNvfvggb9gtJ8Zuyz3CnyL6k84RCB6X1+4djxe41KikCX3j/+deE5livJz6T/Qk+dQIQvkhxDz9WZlpRwMQpf1JKLziN/rjpfU/f5wsqeZHja7v0o5CXveH5m9+nngxQBpz7e3B0acqIBEHBcciUzPCK/dSERLj3t+7l6kc+04eCdxICoPW/MdxN2nd8Wve1omXwZHV70BFgWAbHhmNuG7Te6hItalNUFh47eqB0XNGq5UC9LtMBMhG+3uYYWSAQifLnJOexcrZr5+c6DCKi+Gfn3oEtjnw8E/8XyawOdzAs6gQioaryXFRxwvGl+BDiKwE/UP8zLOft+jC6Izf1VhfyM1iyD7Gf6wC8hMoNszR6R186nI4ujDn2VLIX7M3y8MLqQkIbruJOZc75GjjPTr5+vzuftAzWMSS5mHLrTKcRiVJTkeFlkVH0m8WcqwhME5LrfH9zql/ZyCngwGhngwdTyLGtLcM57JQKy7JIQLV8bSOsziHzpIsXCJkVArM4Ree16IRMKNl12PPfYvaYpPUXgSnZ4hJ58L9MgAvMu2S00v3LqtydCYhipq3yQG+4YdfR5ZVV1s0yI1K5qrZFIqqoqJdV1rYolRWenPuWHuaSVqabqy0vLJR/q2mQmnFFRbrJBUimpqqyobe5SIszFBhSE006NDQ4qjERWW1peLqlt7pvmEAFNysnx4YFJtarjzZsPzd1CVZFVD30sr6j6ICmvaOydEMpmmBwZGxtXqFS9VaVlFVUtwxoE1PY3lpSWV9X3TujM+gB6lUKu0AsuR14j6/hYUVEtKSup7x4V/JDMWH9TeWVVZXlF24jahAiok/X2DIxpzV5KTt7b3i9VCiFcyXhfU1VFZdUHSYWkTyFkQTVDnd1D8pkYr8xkR+vAqJaliMbRtk/VlZXVkvLStlEDtzwGZiJ8nuAQVdwsbfpYWyWprPo4apzrl/ru+mqJpEoiqf44wi1jQ5mp7pZJDqcaqySVVR8b2qc5RP2gpEJSVfWpeUg7r38b+ssrJZKqqqr61hE9AlKWGe9u6BjWznQDXjfW29w7BbDAKplkrZKKqqqKipr6ZumUuv/9zWPbQnx3XCyv+NjUpwBg1JPjSgMioLzu1s8QoaAwRDPW8q5cUiWRfOwaVROcjbpkmO6tKa+sqqooax6cYmeKpBvr+lRRXi0pLWnoHZZJpa139seEb0wvuF8iaZVpmK5LyXG78181D3RUV5SUSrrHdTCjVHRqsKWqQlIlKa/omDJQBFD1tXy6lOYXvPXYzRel1Z3TRkJ009NK3ewVd9reto+VkqrKisoexeya31RLfU15ZZWkuqZjkqdCT15ChGdrNBzqBltauieYGZaiyqHmdpne7Gk0jTVWPz8U5RC2/1G5RNI4bARmqruld2rm7jSiHm5qkWkQiXGyu3WSZQYrKiTVNQNqipx+ort9isOJusqKyqoP9a0KstSOIDCa0c62IaX5KkRePzHQ3DnFIDXIx/p65Qwd+1hWXiGpaeyeZBFnLtIzE2HD3T1RYcdqVcM1pe9KKhs6pcINKsRkUE9Pqs1eX1bZ31BRXl1VXvaxuVfOIALMLtYaJ4dGxycVCkVvVWlpmaRtaJqjM9ZNO979oUzQ33aZ1kwhvHq4fUYZe8bNq7xyaVt1eWWVpLyifVIvXAW1yKWBCKjqaf1YVllVJalukRl4RMLLe5pqzyd7BaXk339dVtMt1/M4Z6OpsqdlzIjqvpY6SWVlRXX7lPArkXe3TLAmWX39h7LSjglGQNzY21gjkUgk1ZLqj2PminPTXc0TLMpbaqslkppPzeMMommkRlIlqaxt6FfPFs8oH5vWzrCLvLtGIqmqlFRVfxgwX9FjktV8kEgkkqrapgmCgITRjnW2DpohQ944NdjcMWlC5Bnt1LjKhMgoeksfnNke4rX1XFlVfV3T0FBvU7fMYM6CZ5TDPW0DiiUNNUOEXW/2bvLJKJ13P9/A+z2bfHa+VSIgAUSTor9WULqm/nGjYKhnr4ozjA+MTsqV01NdVaVlldVto0YElPfUl5aWVzUOyI10tv/oh7vrSiqqqiRVjYMqEyAgN9Hf0dEnXG+JgGiY7O4cGFfP6jVQQGQmuxs+VFZWV5aWtI7IR7vaPp3f5hm0/cz9N6UfupUc8NqpKZWeZQCBK039A4iQG3u8I8TP3UHk4OEfHBax75WCshOND9M8nYJCwkIC/QOdLeJvtE6bcP40nJ1uKAgWhx0pPBHl7ePv5+vtHFHwUUkQWW1v6cUkR7FvSLCfu69fwJ5nI3qcCV5lvli58d7eDVZbz905GOLq5evp7uOXcqNbR3Gs4mK2n83mk5dSRNaROacrJynoJiTFB2KcHHzDY4I9RJ4hsScrRxiKAw9zt4cE7TpTfDjSzdX6R+fIrdcflpzPiHH28LS19duaV6FkEAG7zm/y8U+60UsRjBNvzqeHuTkHhAV6Om4rfNWlptzkp8LN4R5WXqFB3tZBO66V9zMUGw74eyYeLTffCzN9O9QqNONhlwn50bZLqZGhHh4B4TFBjt97Zl4s6zdQgIoUO9f0mx1qigSRDJ+1/z7yxMcpohu4mBIU4OMTFBqwwfXAa5mOX8Z4za4RPt/kHJRTmJ+yMTosONDhx+DCtikeEKim990ef9cg/4CgoEAPi+gznZOL57X84HnPbzeefXF2c3BQUJDTur9tufZJcibdMzAoKMDF0vNwnZKnPAKr6S3J2+biGxgc6OPtaO13qkVFQDP2KOGHv0XemKZIAUEjfbLD0WJXJUeRcIKrhJhGGm9sdrMPCAn29opJ23O3tuNqlIODs7Oji8eGwKS999umOm8m2lhlVAMCTvzMjJBQ4NEw3vPuTHqkg1dgqLdI5BVz4PWUAYmJEpXs/dnMcAcH39AgL6sNG/febFLwCMxU6ZVdEa5O/qH+ro6pV5+9enRvv7+1lb2b1wYPl5DcJ33ynju7NsZtzdqTmxXt6+m82jP5QsmIHglw4703dsUEu7gFhAV4/OSdcqViSk+6r+Ru8RRZ2bn7+m5wjTpdo9JKMh0dky83KygCGoffZXl7+7j6hwX6WEXuq+hVEMCppkdHI8IDvfyDg12+t9xyo3GcJbiUCEMLq9UUB/Jd/7fdrgq5cBcaHSrw/S78Qo9BMHPy17uigtztrO09A4KDg3Y9GiPSS17f+l41XwJFmZLU//OP7A+Apq6zHt9sLLic6eYbHBlzvZuitinP9buEoteFSb5+/v5BruItD0eZ+bcUmWM0l+9zWp3wWme28q1FMX+zOz9OSe/jvW5rNhfdOxzqtsHP28vbK+lKq5ogzxE6S4TND/cFeyQcPZ8f7+nu4eAbEHuiWk4BR9+einVy3V8PCKyq/vmJGBd7/9CgDS5x+87XKikCR2ZCb/fdzUkJD8/Ov7Y/yt3d1XJD7J7bnWokPJEPvzy5I8LZyS88NshlrUf8rhvNCgCYfFWwI9TNJSAs0NMxuehdrxa5id7b2fHBLi7+YQEea71TLpVIdQTnXWRNeSAslbe9O7spNsjdNzjE7Yd10adf9xl5bDq3O9HT1tLO3c/f2yP+XO2YXuAGwgEC8zzWKnZ/3qHtWzeGBAZ6W4m3Xagf5hCMD0LXbjx2PDMsKdzL/Ui5wsijtq/iQKhnsH9AcEh4sMP3gXnlAyqKMH3d57uYvMcFyVHhIcFOP/5/Gy9+qD6X7RsaEhzkvMZ5r2SaRUDkegsc/+J9XYpAqXb07W4/p4CQoAD/4Ijoqx0UwTBcmx/wnVNwSLB/YJhP9q1xFk3jVQedfox5IVApqHqvxv2ndYGUovRZus2qTWUsKhqKotxcXZzsndz9IpK37798JmH16s3P9JRSQDJRfzHRyfVIIwISZkFUQrNrtLvk0Eb78BMvJRUVJe9LKyoqS68ejooKyXk7jYBEM1ZxMTvCwcE3NGiDjXfMrqv1clYw1GC+fiBtW9TGnNMX90d6uFp865KQdffhy5Op0W4eH5t59gAAIABJREFUHlbWgTuvfFKzSIyo6qkpzkwKdvIOCvX4aX1w9s1Pah7Vb3c5Wnrufy8jgBTQ9Ga3m2/ylQalgCNwPAXt4I3s6CAvz8BQP1en3LctbwsOJnvbCCC6bTzbZFC/22zlsPN+r+oPmxEKw+F7iTbJr83fVX7cJ14X/Fxp/rW92MtmVXqZdv4lYbyiKc99lWNU+ls9RUDsf5AgtjnUpIPue4li1+wuM2XKHqZ7xd1WUKQsDzNEqOsv2Wv3rVvyyTpEBNSUnwpx8r08ymHPw+0Wa0MPvlTOXFg18vJYkEtYofkSEOgojF7nFf9CDVzdxY0/rYktKDdSRNXHwuC//09R8rV6FgGVj3ICNyRd7OARsPf23s1bsh9JKZKuggifkH2l83b3meqOxLjEHqsxIAJi7aPX7yunKPYVJsXuKqqdEnJUPt3mt/XA20nKfkz3FG27PiAUjAzkhX4v3v1knGDb4ZDIQ497NQIRjt0IdU651EMNH7euc9kr3CX2c2ImwpcpXvb2cU8EF5/muf9PifcnDMgMFLpZ+j8wuwFxMN/T41C9bqHzhx+5Fe3o4J1ZTREBpWf91nwv8jvxEQGR9BU6r/O/IUVARtX3aO+ZQXPhpUWuFrEvtQiMurzA2yX67iSlBLR9r3M2+OT1UAQyE7ZR138/U2yb2byAfbUVh6P8TncJf6qaHuZGhQrkN1n7WSIUDO5o5fNHN0rM89r6okTv6IIOisC0Xc7wDsp4bZ4HD9/cmbT5TAuB/5+99+qOK7nWBH9CP8zTzMs8dPeanunWvdK90r0lV1Vk0YEgQRAAQQIkAWTCe++9994ThgRhCO+99x6EI+G9J7xJc84Js+fhJBIJkCyVVJRUatVae9UqJk5GxokvdnwROyL2t5tj+uSJZx2r+Ov7jV6WTvEydQWYfeP79KtbvrWLiALg2ZjnZo4vh4EwPW7a91zy1vgvoi5PA4eE+jkgAHMZQuPgmk1Z5xwM0jMKK5nao0BOqy1UlPwqeaU0SV1q9egSS2lvRGS3TLMChh3uaQQ1bJwAEGmj3dUV4YEUYLvFUkU9pGeXwQBoNUP7nmvdhqJGEql1vGFVKhNdw1tFJvctS1bOibA39Pa92LcE2KXXgjtK2kFvz9+aiGYzn928pxsq+2Toxf3vfEcogDx3D3+Adrs/Qajm1clvVeCjmTdud3ULdilsdIbc+08Vy6BeDECAHckwVFaJmZQC4eS4nExXe1z76nlAxQYFIMxkqre6MHOPwknnS09jk+QpCnirLsDogSDtw9WYhIwItzsyzf7wtWVG3ykFwDulTnb6vnUspbOJ1ipPPepkwnInDV7KvzdJmDvezDfW0A3pVihH1BsoVLHLlAk3ov4AY/uomnmWyoNJFHMAhAwlJbTMy7ZjFkOeabrkTPBe8z5Byyiq4+jSCpKwBIi0O8RE9fq1sH4+0rid8ex3WvFDp4Tr9n+mdMO4Qh5XRxtZj7+5mzwu++dhl4XS/9LJWUHksNpO7Y6KbdMZBQL7eYY3vvpGJbidEgCym6P+tdqL90AAuNU3xvdtKjeBEGY0UfnXglqFmqC9Xr9b3xm1yKIvS7nh7WcU9oeShQ/dWnl1PXKyXOJxWztnk8JmR7Sehk8Xr3nJjsQZqYdPAAEg3HppiMYT+/oTSjHeGchz0zbIWqdAMHcl7oowEGDmu+KFX11TFxoIBXq6egKBvlDz3tePTYOb94CwU3m+WloOFad8xGKnLMDGOqZHTIGyiNfh2WhKNvr9N/bZw4gCbDdHaP7yvyl7lU9TILCZ5aCp7VGygIHAeM7L2l5ZN97LsnlmHFq/SwHPJpk8NU5oXGMpEEmzl9AysnxBzHcYzGIA1Ot2+4FTxeal7vQuXssouvtYNtp3eWsZxjasHP/tiJBiqWQm3fiGRd46w7IMK+lL0LjnM8ACK5GyDMexaDj6sVLcMCiczWM/DCboqXgNEiBSKcOhww/lviraGW/ZnrhHdyyy2lvqq2vrGxpKXgVb3rap5wAQwudEeDJZHiTUjZuhgEUSBuHVkQQnNZu6A5jJd9U3TFukIBWfMpiy6y2RzgKH/C2K2NMTliWw2BbuYuDXewY9ibbmzsXrFBiWO3mb5eBm9WIYCLBSVjyQZWNvFN1xAgTm8rwtLL3LViiQvf7Xbk90bIPTyqr736+LAfDbaEMLj1cDxwSxEol8pTWRaGHglizThcH75ZYPzUK7zk4nQ56aRtTOijDHnp0wCFCjt6p91MgZmo7Q1Q0smeOJEK2/fnrHLn3yTLJWEaR33yQ8t6iqbmJHlkAZf3zg5XyP0FLZqHABsRhJWA5Ppyo/TRoUw1al+R29yMKGurr6+tr65o5s+//QeDHLXSoBreXq37ZpPgPMsowUtUbfeJi8SgFLWfZM2hpw927ckJzABhvrGurq68rLY+0fuDQeAwH2aDbf5K6g+BDI2UKZ/8NH4e8wUA4RzPcw9uBtvoueljCwtKalZ3iTBULxzvtSX4FmcDvDcAiRw7ESP92nESN/gggvVsMnSy2VVY0NTTUpfk7uDlnTFPBqVYi90DC4tL2xvqq+vrk+2drYxj57leKpfHet55b+L8qq+6Y2TwhgjMZzHYxtQmoWWAZhTGfSbE29X/QfUmBYjj1odLP0imw/Q2uZZoaW3mlVzQ31lfUNrdXBqk88Uts3EOJ6Ip8JPHPfbrEMIhgGAp4LAvInjymImuxUzVO61ySIY3nt7HMfWx7pqquqrK9vyfdQNUzv3PokEb4YOBADJXjE64FaeMcBB7D8WuuWTcUaI085TVh2LdfyhnHmrIhhWQx4M9/gtknBkoztJJ0B125FjhBgFl4J7ti1S4BjGSmHCZDTqXQ9ZeceBBzLStmT/ebQ24ZFu/RiVsoT4VZv7PP7rm38ihDtv892vKGd94HCUm2I7pPQCQJYLGUQ2p7LclPRzVsBAixH5KFRPwNh0hwFhmUZyXxzire2/wAFSW+6q0A/8R0FcjpbF2P0TN8htry6a3TugALh40MyIlyrCre39a7Y4ks4G0j18nAq2JbsFdlb2ES3HlCOPT1mOIC3ryydXHMHl+aKvDSe24VllFUPTG+KAPBUqrWppVtyRUtDfWV9Y2tN2CNt94TWDQoKe94yhYSd6cH6ioqGhpYSXy2j2NLpPUo4jmkNfiTwL3u/y7Lo/LgfT4So3VlVP2P0jKOYEbEMbGXrfef8ahufdTo+MMp9L2YwJ5VKEcBagd5t2/I1EcNwrETCUdh5LbzmUyEhe5Xmd8wrt4HjOCkLA0m37sdMUaAMyzIwGH7vZlgHEAB2JUd427xsAwhFa21Rppoartl1Dc2dSxIg+KQzTkPFb5gDVixlz/UT2L2RJB1lxyZ+RYiPFwqcrz3K2qCw0Rb+9IFnpwQwQbuLdUECNd9mMcNxCCQbPSmGD60aGCB7fWluj4QpS5RSlkVXTnjxodHpRn8bLe9ehanzdneIzSOXJgmQD/WRTnp6/sUdTfVV9fVN9S8cLWwtUiYoAOYQR4HAcpGvjWNw/Q4FhkVHfbEmbh5FU0AIy3BnHXGG9nbZI3xng9OV8YbyioaG5oowI7OQlO5VSjFs5tjr2UTUrVNgOj20jYNK34soACYUE4QpRSu1USaqBv7p+ZU1b9fFLKEcYlqCHgkCKqZ2WRYRgjrdH+lF1i3/DYkQAOPFV6Y3bYt2MCEcK24MvXU/fJwCYTmCCGGZyRTBrZiRS0S4O5Sge8+tiwEOIUzRweJrKyXtzDE8mKD6W2U9UyN9gUBfINB9buIeUzTNACBMzvUOT95VBuppR4wR4FiEgV1sDzF8YNN0ALOFLs+exbzlKMEMBWAWa/zstFwrDiklIgnCAKvtUV5WPr0n0J9iLbB4NYUoATh5+9LaQi+8+RhTICDqSTO3MI7rPpURoZVPpUzr7nSsKNZaTfWmnm1U/arorD9Ez9L1zShDCZFy5HxAGY83N/JMH9glmMNAJA32muZh3eKdPncNi/DWRY4QIpEgAtAZpOqUMHzKvg/TEYZVLpzwcZjjQt37TukjmwgALxcHuJpoaVw3CW6e3GU+LbujcFgmtf+IAcAAaCL69jfudSd0o8bq7gMtXX2hQCgUCIV6hhZOUe0f8MdEaFq4hAkAwdK6wOvKIYOIUAKUOa1zv62c+BYI4IPF7pDnXz3QNdDXF+gJnz9RdW44BAIgOZ0qclY3zlxnTho91J++eEcIkStp8D/Ezdd4aj/WFOrrR1Qtn1A4mC0P1H8S3suf7P2BREgxoYQ7mq6OtVD/nZqusZGp/uP7GhbuuTMU8HpDrIPKtYcCE0N9gUBfX6irax1b3r9BAcjpu/JEa3XV20K7yNK3+wzATIGTmX14wwp/eG8m08HYPrx5k2+To1pnTSOv6h1m+42jrsrdxwJDA32h0MBAX6Dv8rpn4ZQCDMTqGPoWjO/xZ/l4Ipw4pbBbqq9s9+LtJocJ4ZBsdoiP5wvdVDW0NZ7q6RuaG6h+o53cvfMZIjxiABCVDsVpqrm2HNHVNIG6V/0GI0/zT4HAdoHNTfPsZQYTRAGv5+krWZStAX+GEI+Fy4lQ77Z56ZrcWcjpVLquknXVNi+zJdmqdL+mnPCeAkGXiHCzO+a5qle3hH81yUaZ+3Wt3A8UlutCdB4FDBHgOIQptzmSYHpX783qJSIcLfbVeRoxxBECQNiF+hBzFat6Ftj+NBc9gyRe3Jygra5sB/WHKgIL96zurTPgEKFYRoTrNZG2xva5szwQ4oEEU0OztIX9zRxLM7PEbjElRCRGGOBdnp27W3wfB0Q8kBtlpa56U88+rm5FLJ7PcTF8oKQpMJJD5viye/GMyvshpQgjcrZSG6z75PH9J7oGRhaGD7/VDKuaOyBAgHSGPTYMrp49VDgAyRMh1+6ipp/UsSOihGMxgdnYJ3+0f71NzjqdVXUTOnclAIQgCvA+7eFt95o9MUaEsBwmcFRk/q1PjYTsVZorGbziJbKBdEXevOPXJuHno6TTV+lWZPcFEZZuyBA/6YswEuoKnj10y5n9IDqtCbr5IOodBcJw8iGU2xtM0Lnv1i4iiBACzF6N57carxSJkAAcrTWHGagHdiJEEKIg2ulKtdZyqtgVrxXYaxrnzYPCGdSrRDjTFGil7lC5xUrZ01MRK2VFI2Xu5lpuTSIgu61JzirfqApMDfUFAn2hUFfHKqq4d5sCYNmKcKUk0MrMrXgBUwJw0BNtYGGe2nuGKRA4aYwQWNplj0mASDc7kmx0NG5o6BoZmRs8/E7DK7N/iwIhsFzjomsU03121B9tah1aMX96Ia6ECcIAeLs+xsdMU/26oW9p37IYA+kK1TQMqZ07JIjQvxcRzqUIvzUu5GOSeLXa5pp65Oz5FGNvPPDpdyblS4pXBtH+2wTtWwYpg7JQz3y56R1Vj45lZjBNV8msGj79k7xvn87U+D1UdixeYigAgcOOZO27z+PenZHJfHc9QcIEAYIZDoCcvsv11Xni2Xx+wW6/LlZHxyBrnkOdiXZGttlzFAjA6WiWnY1BdDtfE3FfhpW1SXz3KRCYf+NrZeNXtXp5J7nG/ZnAo2PvoN9P/5nbmwW+/rsrKytrIgoLqabalhFdBxQIoJX+eO1rxhGdR+Sw1ERTP7p1X7ZwPG3zfXzfNX2eIXORWhou2bMMAAHpTFOw6jf22e/2FCJI635Kd30q1qRUsjo2MLp0zCjGNmVEWGerop8xcsoCYAD8Pk7plm/jCRz2edxUC5+hn2xJORHmGd61KOXFzTHbGHpTJWKUAhCgjKjR++69pDEg+Kgn7NZvtFtkoOy9Nr/j1HTC31Rl9nuj7n1tmVgQ8kyv/IAC4j59NxxPJmh8bdVFQDqT76ylHsqfGoXD0ZIAoU4UT4RD+b5CQdwoAQLbPa+9DAyTZNcnCKIAeKch4Nl9/RRZ44xlu1qZv5qhQPbbwu30bDJWvuc4ZWuggY5l3iaFlTwrbdPQdl6fFmYyHEydY9pkG7rH9W7PLHyqP5DDCgst46S+T2hf9EZqP3HNX5Rd9hoI1NUPLnq3TwEvpmirmWYM8YdEYHVi4YMYxO1mv/8moFuG11jII/3E1s0TACJtcngoTOnhibDeTkU/jb8+QYHsFWj+wSKx0O+h+otp9qIlMQUCm69NvhW8lAVsyUGx/tdaGbP8A9s9iZY3laJHCDALWcK7VpVbcmchp9MZgnt2dXt8h5Hs1HjfeJgye5UI2Z2ROO3rlrV88E06keeiryIs2KGw2hiodscqd1omljucJVDS9OvZA3wRsj4aK/EX6MSM8m/KLTZG2KjZN3PADqS7CY1S3l0+5zn/xuXJ44gxAoRy3DkR1kbbmzvnL/BASIaSbSxMk6cpGQk3eWqZch5ax3OZTo/MPWuWL1yAljtp6/v27O20ugj0o1qZz/UBjFgMgIY8lK7bFcrIZjnVUD80//0+BQK4LeDhY5/q7Y9Do2yH95PHlokjJ7IYYKbOHeWg2mMi7XRWE6b0HkgBCMUYQPI28M4958bt81/cfml0/VFyL0cOqiyUjXOmWX4u2xt7Rzmw+1zJqDfw3p1zIsw1uGtZtnGprQiq1fmPJwUbdLXM4ptHcYuy6klmR9YZQPuTSdrfmlTyO1DcVLGngfKznHUKG+2Rzx9686HRo9V6b20V34sw8vFMZdBDJeuoV6HG1k2nlBKOOf0wOzg0uXoC8vuCMiJsDrbRdKnbAwIMwwEBdrLa2+qpR9MZkJOuWCdds6TZTzU4v0e4UhpkY+VVxksuH/bFGdlYZwzyvei0NVrf2u7VGAE8F6l9WxjZLxsNilxNPWO6tykQQgnX76dj6xniITSNKujaRKCgnn3JjmI1VezTRiUAPYEPNH1rZSrNuNPjsTC6nifCNlcNYXwrT4QtTmrCpO6/EhGS7Xqve78WRNfWNfQuS9FeW6Twll5EbW1dbWV5saf+Q6fXc4Rf2Mq+wu0NRSn98p6xT2pBZVXFm1eOWvdcCtYp0IOZIh9DDeuY0vKq0tLS0qKqhrbpEyo7jyRbEc41+Ct/9dDcL7u8srIkNcJcSyus/pjCYVeanbp66FsChLAsoRikC61hls91nV/VNNRXv0n2NzGwzOiVUtiqCDTWNngxxW+qDaUYCB/5N/J3P0SdCXoCreC2EyAw/dJBT+BQuEKB233X11xUVF5dXhLrYGoTlPMeAdOXZqhj6B6RX1dTmeDuklrWvE2BjL+y0XxiF5RdWVaeE+Oi+av/+ji0YYWFg/owLS2LiOTi2vr6qhT35wLXV8NbmMBZd7Twvo53YkFlWWlmkM3DX/xXwcvpk/3V3paa4qLyyvJCX73nXgWDxxTWX9z/X9cdm7ck8sFLvkdYLvyjRnz/iYwIx0K++rVj5QFHuMkMRxWBR1FxeXlZRUV5eXnZwOaVa+NoOVPzP5/n8TF6zFR7/uqPPoPAE+FZpe1Xvw8fBELE841BT4W++eXlFWWFLwINHypbVO/zp8Cp6KQ35M7/+MUflG2qdykhijyNmdP5/tKyyqrystyUEGtDx6JFCuxmW4Tx3Rt26XVt/TN7e5MFTqr3/AZ48nvpoK4WPMRfqE+1faQZMcrf0SaEUCDHUyXxjsYOsSXFpVVlaW56D3SdMicpEDidqPYzF1r6Z5aUV5WVlRS9qeuZ3gNysjDQXFhYXl1eEu9iaeOf8faYwl57qNZjHavwnLr+xUPp+zRzbZOAetme31GF1X0929wpDs7aU4yEpgHxuaVlVRXlpUX5zZPrBxwFWCi2v6VpGZKS3/B2W8r0eD3UcM+Z2KOAYbXUT03LNjGztK66MtLGImdgDdjlfGsTh8j0N6XFxZU5PprX7kfyN5kk1cbfqke18RfqK/S/1ojtOZICEEwRrOdbKn39i/9HKWacYRXv0gGBw87gh//2PLSyuqZrXkRgvtji7h27VzW19dWvQs0e3/rNVwEDBJjZFPX/1CvcuCDCk4kEtd8ZlH/gO4x4q8zul99EKq4IZbenD9vjn9196FteXVNVlOCqeePGDc2sdQrrrcH3f6di7PmqtLKy7GWC1RMN/8odCgQhcn5Y5nAo10lNJWBIRoRzVb7CawbVHDBd8ZbqmhHjBMjJymhHUVFFdXnJi0AXK8eI9k1KEZEfllkt8zd8ZvqKn5gScW+Uga5WQA8L3Ei2jUBoF5hX01BflRVmKzTzrZqS4g/v+xt5ZKPtTGxD82cQML2vzITGPrE5JTxkb5rG148RPT8PiQlCBPBypaetnV/Mq5Ki4rrCEJ2bd71Lp/g47Uyu+TeP7WIyS5rHt085BSKUtvvqqt1Td4ktrKiurU4wuvvcr3JRDISrMfpGPapTdh0NUUrQ+1d2t7U8C4uramvrasLNH5jEdO5RIAcFz377OG1SFtTpCPzNb11bz4mwzfV3v/FrBQLALqY/+k/d/DUgFK+NVVdVVZaXlxSkODw1SB09A267IVRwWxhdW1tbVlQU5OjUeUZBetyTrKP0wLukpqa6OMlT687Naw/Slylda/BV+dauRQwEQLI3mGKh9I1lWl1L18gaJpTsr9W5//H//p83ngZ0HFEKBA5HX+v89/92K6AbCBAponIifFfrLrxlVs7fI+SAADNabCdQtqvaAwKnUw0hVkIT33SZ0+XX9UxsMhQAEX5FuJjnJtSzfTNPgQAcdAQ/FgoSu/mZ4kmdv4bAMGWQAbzTHO5u5xyUVlJUXFsabayiZJfStUWBsBjTs4FMB7X/8X/80ipndAcToLxSIK/KfrI22F5XVFhWVV4SZKjr9rJtkwWYzzX9o6Z9XGZh49guJ2lzUFIPqFg4okC4Bovv1EPr1o4pEGmt6TX1iJa/yoV6IAB4pcLNycrUwjqy5YgC4NVyW2tTc3NTYzMbz6xFelXznT1caE0LbVxby9YTGJiY2PvFDIkAOL4LfmjyMTIwt7IyNzEQWruH1m5SAJbID8scTVSGWzz1rurI1NHTNTB0j82ZZgEQHM11vYmLq1mm/NKTj/WLFlrjBEITawtDPeuIwsEzCoBgb7TmVVJGOz8CipfaMtITyt/x9/CYmaa0tKTqKQkQ2Op8k/biTd8+BclkSayrttDE1txA4JLRsSTi10Nr9a99hYbmJgLd6Kop2bY5mi/P8Dc01nv2LGV4ojUr803J4LqYAuFm8hLcBIamVuYGAo/KBREQAA6AMGMvYzxMTIXPn7+cXWqOjcxu2STLneFu1kIjMytzI+OQ+nUxBkJHvJ/peeVPnXCKREgRBSJ5mx6Q0LgoQTwRrlb7eheMivlj/dOp7lamJqam5uZmpsam6WNXhVj3OxN8X/TxKySCRku8/MsW+RUhJx3N9Q2oWZRNuzpjzI1MTC0cnBN71t++Shs4BUIxASDi48aI67eeenXvAKbceViJEgB0slkb80xoYm1uYmDhGVPLrzuJdHcw08RIaOEeVTl9ujecHxlZvkCBwPFcV35cXNUiBQJHU6158Ql1qzIoARMgAJLNvix3oZ5QaJ+QW1I/OFRVN0f4Q/ZoqTPDVlffzNra0khPyym+dgHwal2cq5bAxNbcQM8ptXmO35Bgl9sKIgx0n1hF1y8d7vTlJWeWT8rOs4jeZkdn5PetSSgQOO7MDTEXGJhaWVsZ6z71L5nYkFIAIp7MT/U30NGyTRs+OluqSogv7NkQARAChBlPi3QyNLEwFupnDh1JCBCAxYpwN2sTAz1d36b5vtdZPXN7pwCEG88Miq+bPpYCEOnbjICEhjkRB0AIJgSWy/Tv3nv8agRdzhNEMQDeqvPzsDcxNQmq3cYU8E6tu7OViam5uU355odaD5/yBQrsdlucb9rgoZwIqXi9OdYvc4Rf6lH2aDjPM6h+gwK5kCqVdSfpdK6FhZGxiaN/SN3CYrlnSNsRRQuNUSYa7rXdWboCPUMjl/D0SQYAsVheKwKipd6C2JhK2XoF74yWpQdnjGFAM43ZcQk1GxTwet9rfy09ExtzQ4FtRP7gARCgHJFfadgfrshMyera4ktg5+vS05Mrp84ACN3uLg7SFZrYWBjo2mW0zTMUYH+0MNr1qdDExtxAz/Vl96qE53JRX2GEpZ4MMi3fguE1jgLIL6QjRAjAZtuLAFsjoa6OZ+VYR15hz/iy7IDM2dtX8T6GgmfOr0d2xPzkA3MECNdi/9AivzzX09vZ2NTQxCKf308h0rHMwPi6mfOLUjyjn3QFeloZmZiZm5tYRA7J7oOdDKT4JbWty3J6TVf6+BRNnc9Hpwv9fMungACg3c543xf9h0AI159pZGxqYWZqYmbrnjUpH2BLrS1NzUxNrBx82w5lMxg0l29lZWxiYu/lX7O8WuER1LRPYX+yPDr4zXvZZQP2ePS1uamhhYt/9luGArAHywWev1M2ihk75ElFujGcHxL8omkZzsmGYgIE8Pp4cVrY6+FTIMBxGAiglaG8tKg3Y2d8g5O1/iw73umM9Z45xRePnlIAViZ/vdtXlP4ir3+HAgE4m6lOSE9rmuNPrknGK+LTXrbzY+DecGGkg4FAV8e1oLOxpKavZ2ybAiEMpSAaTTDW+L1zztQ+AkJlksgIIwqw2RXnY6drYGpjbqDvWz53wu+bno28jPcx1NN2yJoUn80WRceVj3wQARA8+TokrmpiXwxAuImXQfG1U18wX9glIrx8oVg20bsw7oeIrCJeLPhz2s1yxzt9XxWkox156QLvp6TbCdAr4z4B+Ei+/C8zQoByV6KO/Oj/6VDkRw8Dz9OfvIh91TjgloocnvrWLzL8hscPrST7oy4IKzTv58vBzHpjxHOtyFkKFKHvT7z047S06Oe6EEXoh2BKMPzAO79Uts/38ct+vnDu4w/JnycszEd+VgsM7zvUb3EfJ3C40lU+9Ys/qnk/id3Zcmv480cBA4od4AsIJv/QvLgfe9OnhCrJ90B2GZHP/u4n3FC2R9jhoSmIaj2+gOOzmdY/QgR9kfS/FNGPR1TZgay/wKHcl6IIAAAgAElEQVTw8fgbP4Fh6gYFyn1mI+MH1eqLDKT00xVACBMAUX+wvmVUxZSYfu8QxNeH/IgsHz/OruQaJUjKslKWlUndn/9TyrIs+gS3YYIZDqHzxxgFSDDBzPl3pSynQF088MdjRa6qd716OSSVisQMx6Dz670YMVehpQhz8qI4WVEUYcTIuynBLOK484ZGmDuXP6Qc4mSPEcxyrJTlpCzLICw/V8Yh7uo7UsJy/IcIEcxwSNYgF5+zDIcUkkXhK88jCpig8xZgpCwhIO1OSxvcELEA+BOzGMKy3AXlUyxl0UVlLlqSZT4ewihm2IvULQgpPkNYlpUnzOM4vuYchwl3UX98OJdndlM5bpIgQrirh1oph85/mpO3MMUY8Y2ACMUEMRxShO/zUAImmJW1NmIx5pCcWSnCF/2Nb0NCvwcyhkEYU4oQp9A5CSsHC6gcWb5zXpwk5PgCCQbCcfIeJf85Vsqy3PliCyGOx5HFhLvQWeTxUvx/IEA4DIQdD1D5g0PJquSTw/q5s8g84sLFeD9C+BzQyxfJMcNe9DdMkPRz+7iyAjmGw4hwEg4TOJuv83nwnWO7BEmlYjHDfQwKAcBYDiIQoAghvhddgEgJx11G54qTIgV/BMIhxGKi6GKM7DWprBvIS5Mj+znILhvC6AIRhC4SoZ274SVHJkC4Rsvv1IJrVg45Tsoy0ouWVARRoakvXvP8dShhv9fFZH6h4IkIXfgsJ/+Ji6FSIdfSJchkyCr4lKK7cSwGAuxaT4L+3ScvlwARxE+UMUFS9hMZfTFBrOJIJf/kc053qTUuY0owg5B8jEKIY8+dF8sRQZhDiMMEA2ERENgvdHio51kwdQr4owUDJkje1AqQXYBIgLAcx8m9jFPwOO4j4H6U/R1kmPheK1kfKU/iY2g/xYTdf037yb0sdzhbExtWOo+pPHbxs/0lxgcJRf0vgjJ7NrkfEif4Kxvva8yHd9VJ0SWz6J/Q1yhHgeDp/KjUukk+w8ZPMvP+DzUeUPHaUElcbO0aJYR8QQWGL9vy/PJ3sSo1vahj9Qzo+Qr4p2n/BHqEPx1D6MvOYr60/VMNkT/bz/aPbl9o0+RvYT/1seXvR4SX1/4/29/T+BD3z1h8IbsURvsp2D+9r33xSNrf2f5xAKUcx3GfvjLxk7KfV4Q/28/2s/1sP9s/tX0PEVLyyQMyf1ujmGDuy5wR/ekY5dCP2aqhCCEWIfYvm2dRwn32IBzhEGLR9zU4puRLze8wwf8IU8UvbuTHof89xf4J7H68/eQhowjj/51Wfn+vZvxbAf3TwevnFeE/nP2QjQGKWfTj7jn83YwijP9Cjv+HNkrYvwpB/g3snwey8zmozP5B8frZPrbPEiFlNoZKq8b36A9Uwf3iRjEAIcdLw111vatSUFS9+Mc1iigQvN5V0zKxJfkLThXyWf4my/IyMzIySieOftBuOUVYfuiZMvvvmyp7VpjzFuaNz9yBN/qy01Je5hY1LzGXUgjJjTtcHWmsH9kmcjU7eQmEwz9wXJCdfFud6GntmjmkwN8O/OKt/RNdvogXWivbZ4+/nE/xbU42+7LTU17mFDQtfga7H9eYAAQkG+97W9tlaVx+Yg3LZ7DcGWhoHlk6Yf/Mr2OM/tJ1yZ9sB0Xv++nbuTTQSFd738LxXxFoHq8Pw80tQ3OHUoA/6zTvj8Drc/ZZIuSOa+3/v1/7DxMg33c7/q9m/OlbdqrIRee6YekBBcL8Q2wO/4mXYgkQSZX+71TCmj+I//wSMAXRUtoTZQNPTy/PhO7dzzgYuzlcXtW9LP54EsMdDEcq/0a/8uDySXoKBIsWekJUb+q7+oZG5k1KATBWHExltz/flboqX3fuREAI+xdOh89TU1YHG2roJL2jQCjC8rwEaH+qr7lhYPkU4Kc32v5IoxgAb2Zp/Lt6xvTV6DTaeVte1bV49he0JxAsXuoLVb2p7+obEpEz8RF2X6DmCIDAVmO0idqT6HEChLIXqSTwwexAS13fwt8TMooZAoS2291U8cifOabwl11U/xPtDDtDVeV5WWkv0tJepKdlvenc+N9sRSjzzeV8d10ts6y5C9/86+AF3W73Hji9HPsJTK2uECHF56t+9rgt8KZK/ARPhJTIAwIXl0Mp4RDGlLAc/yeCARDmGIRYdOm+LSaYOf+6wjVSwmGCKWE57vKOF8UEMxwrRYiTzlaH2mu7NhxSIKwiEfK36RGLuE8uRDDBCp9ThBXKp/g8gRBFGPGVV7hJSjmEESEIYxZx/K15TDGHOPbK8SdKOCSvw0XlOYQRJRzmi71cN1nmwxYXdcOUnt2z8zZR6Gr8To9sC/AT3RTRyVQVtfQlhRwZcsjkr4BPK/X/y/91N2sNCEFS6YfRxtLWWRGHECLoeCJdqOLcdEhYjmE4HjVKgLKHa5WhqgZV58lQKOawYnoE/nr12VxDmPBpyBCSi84DoYAJPt2Z7m6sG9rgWIQ42Q1fLOsYHLrSbrx8XUuyq7l99izGLCtlWMQhjgUgop4gjX//l2dpCxQIZVmEOUIQwSzHyS7vU8Ihjs8J8DkXxYQijDbHGhu6JtZPOA6Tj+DGV8Ww5N/F5+2veAFf1sLcuUgsRQgppjfCRN7BvgdBigHIhxKze2aF85w8vMb/la03+S//5620RSBALzwLKXqWHOVLZRIg7PFGdfgD/QruHDveszDDXXR7TM/hUPC1Kz7IYYqBIsS7sGLX5YlwtyvTw9QyYwpjlpVIOcQhxAIQyWD0s9/8v48SZigQynGYcIjjcf/UtJ0ijK84He+t52hSDil8kWAWY0z5zSS5V34EH8UsAUL7/XUMIqoWeUpmFctRiDzLIWY4jAjhkGSus6zh7dYZozC4fVRtTIBAt8fvf3lP6OXl6+vj56tz62u75NEPF0keFGeWmOURZHbHGkt47+MuA4cUoMQEsxc79xRhWU0+ixq6MnLS84EXXxl4ZU2NsDzLBB8pQVTmU5c2lc8nqVXhDtaeJQsYs5yUYRVxVBx4iUJ7Kjg4+XiA5RhEriSIYAkQGArXNwwpmjqiQAB/Ci96FS+MOcQsdpfXD68fSxH3xSIfikR4OQOQqNH7W6WYcQIEoytph7jPrfQvZcmSe+CVxz7P/OTj51erfC01neovEyH9iPk+V+blnD2Xv4Xw1efxp93gSqKs87w2n/qtT5oiB7AEiLTJQVU3vuNEoVg+4RO50rBXxhG+ZToCvnOo4HOLE0yvZoTiW4Zd6y+q6l4S8x+uvdD6pVmtrKEOx1N1lOzrTxWbnf+VrTwnpSBeUOIzOZMInMzWB+toBg4oECGfNglvlDhp3IuaPofjo5a8yJ8n62ZbzQkO+pbZS/Ry5bndye6GWn5F+AmeuwL0J3GnLAsEYCFd+7FN+uR5TBh9lOflE1z4iQxwVxMNfgroiyQj34sgxQB4p8jotkHOgsJjmBIAtDFYXNm18LkV4aXzTR/3vQ/5zncCBz6LHf74TT+eZsk+/2Tz8r/4oTPNWWCcPq8IGQGC9qf7Gqt7F08BCP04q9ylpvvY6RRa7M/LsPWJgZX2+mjphVYsnH3PFz+V5K/R9j8ex01/f80xAQIj4Q/vxJ+re4qaLX7/b4ale98fo9tM0/5X46of+lJ/oqqfS4z3KdQ+9sHPhnAuElrJpCUrQ6yNnUsU17uymM1HA69iEyn895NYK+7F8EQ4GKwrCCh4f/S5isGn+3O7y28fRYx+0YQVV1aEJ28zX8THxSelZPTvjoV/cztalguULJQmx8UnxMclvyx8z/d1JNqeaKx4f0bHX0ZGxSZmlTavI4Cl+rCImITUN5Vv90HusWilJjQqPjEhPuVN3aRM8l6yMzva2TqzfzaQGhoeFf+6qmOHyiAhh7P1sTGRkdF5DU1tdRnu6tbVF0Qoy/ArWR8uCIqMT4qPy6wZXpfIQZKlENyb6Whs6lk8BQxA6M5QU01Z15KIr8zO2+rm+sFVSgAW+yuSo2ISU+OjoqvHdxEFwLDZUzOyvL000lOSGBUVl1gzzQE56i3LjIyMSiwa2BRTIEBYAALLdSXpETEJifFJxSN7MkKiK83FI7uSxdaK7MTY6JikzjVZFvzzDG0EiLTR5p7xm7GJqpzMpPi42OTKOUbe1fZaclPj4xMS4uNf9B4peiamgGG1MTXE4uFNNfOg2PiEpgWKAchpT1JCQnx8fHx6TsfaeY8Xrw22jWxIAe32vYzyNX+i/NQ+LC45rfLdydnkCz1lp9atd6+jI6PjX+SWLnIA0uPxgkB7vYfK2vbhSRl5Qx9AtNFfUdy9JpPlE+9MtL6pnpEAM1sT9PyCCCkGIFSyPd0Q42YpeKJp7BYZ/6qoYxkIwNlG78uo6MSU+Ojo7PrhIwrnUgkyZ9usj3N1cE3vfN+RGhEcHlvcMc6/r3hzZnR4dPWEAoG9sY6R97MLs9N1SRERsQmlI3tA8EzT67DwyIS89pkD7iP3pgRRwGSzrzrby0BNU2jjFRSWUjW6egwEmMmW/MTI2MSUuOjYpnmpDBe5c/J5Fw9GK18nx8YmxUeGlb7dOWUBCJkuykmNik1ISEytnDwlFAjsDhQX1r7dZ4hsLDibLXnVOHnMAIH95s8gqECE5tWL04XJifHx8S+yxnk9ZyxdH2obWhUDAeAO39cVTYhgKjc2Ni4h803ljBRguz0mOi4hOauwb0txSKJS0WRhkKOe6l1tu7Ck9NzBHRBtjDVXTBzsNQUHxWflD+/yT56M58bGJCQnxMRklLZsUQBCz7bmxjpbZ/bP+lNDw2MTchtGziiw46XBYVEJGWUdc6dwnl+Xd7qd1lRPW/vkrpmu1PDgsNjC1hFesk28PT8+PLLMixyxu5P1LyOjkxIiQ19V966JQb67L/PQtbfVKZG801UMbyAKsD1YV9cxusnP2/B6W1VV7fCmBIAAMOudRU29G/srw3VvV/cWB9qKEqMjI+ObZ4/QhU4hXCHC+WMKhK53lNcMLJ4n1D6ZKC9on9wVU4Dd/sKMxLi4pLiI8OrpnbGy7CRHbSVNM7/I6Ois7i3pR1Qtw44AgaGQe99Fy/SGQNrm8Edl56ZtSgDIyVRNYePMiexP7Frvm8LBjcOhrGg/iyd3te3C45JSS8fF9HyA4pjN/sqC7nWZ3qd4qSszr3MdUQKAWcl0/5vCwUMKQE4n8uJiEpITYmLTixs3CAChot3FsfammQPx4Iuw8JiEnLrBYwr4XXlwWFRCeknrzAnIExSLN/teRsckJsREZdUObPMsdbwwPDI0PL+x2Z4cGhYRV9j29pDKMToXEikJcnQLyG4fbUmJDAmPLeudEZ3X/HC8PSckKiExPi67dWaPAQLSme7q8rrJLSlgwIQC3ukta2gc3QQCeLqjOCkqLik+Mrpq6pDj+wD9iAjfHVAgsNFVWdM7y+8XAjl9X1XUNrp1RgEOhkpfJcXGJcWFh1VObY5Vv3nh/OzuI1PvsMioVx3roh+Sn/bPI0LJbKWXym3j4KDgkGAXLw9H3VvKseMEyMl4cajOYwM//wA/D09LdcOArg0gIP3QH6n0q6e+L9Ojffw8XHSV/s0wJCfFx9vVO8DDXvf+w4CObUoRiHdm66OdnOw9/QK97Ey172mGdW8TILA3XuJ5+yth4Ov0KA8vLxtrXT37wllECN55VxBs8lDVwc/fPyzS017via6BR/0eT4SUIkoR7E925vk7ODl6+ge5Ch9pPrPPmzmmlCOYD7wQgJ3WIMFTo9iuMwr0dLEhRPBb7cCqGTEQYKdyjR5qO1cswnJ3jJ2JpaVLQGh0sP0TTX2LqJZlKYW3EQLdJ/puYcnJYb6O6r/XMLUPDkrw9w/y8XXW+E7LM3t4TwKEpXOV6RFOrm6uPoH+Nve+eepbNH4kBSBco91dLQPnoLDYyLBAPwtlFdv8/gPJ+YDLE6Go0fnxEyNDF7fg0JDgII9nd4V+zfMsIbDdmmGirefp6eMf4O+oqm1fOX4iXxVhCgQWK6N8TdVuPDTyCAwOqZ4BfDyc5eth5+/v5+/vI7x5zaZg9hQIEPH7OKV/0SrYBG6nI9HPWV/t1iMz76DwmILRY/FUypPrmo6R6dH+fv5ennoP9ZJHT6SHQy9drHTUlR6be4fHZfTvcOvNXkq/t26W8GPTznCi4S+VX+1RmKsIeHaVCMWbExWB1gbaaqp6Nj7BiTktK2h3rizCQSiw8Q+NCnazMNXRsM7p20UEY0TOdVy329Md1e6b+ManR/t4ugj1BbahzWtAYOG109NHhhlTFAi8z3Y3efDQNiw9PdzbVUfpkZ6ud0haqH+Ap7eH7v3HVhGNGxIARC/HXSlgst5RlOrwVFn1qYmDm2dkUf+S+GSs3s/CyMHePTA0KshGTdXE7fXIHkPlyZcp5jDgrY5QW3N7Z3e/ID9P19c9m6cMN10cG+jg4enuG+hveecPuhG1M2cEdgqE//q1WfGSCBMghG7kmP5RPaLnhNlpe2n6OQTPibDYWEnNwj8uIiQ0ODhYX0ktsHebAnALycr/opG9DASIZDblwa8eu6UmRwYE+vvp3/6FbuCrVB9vF/9Af099pTuudWssPddipdLT0Wx3G111pcfm3mFx6X3baKcr6Na/anvFBDu4hiSm925TcrbemuYteG4ZEBoR4u3ooHNPL7FpA8PxWIHH7a+Ega9fRnt42Rhpq16zCs1J8PNx9fS1NdDWNEwZP6KUw1i+IuzJdlW7Z+gTnxHj7elqaKRnFVC3CgSWCzx11HSS3lMgJ/PlyZ4m+jb+gf4eznGF7Usi2SDLe65kvifB1cLC3DkgNDrY4ekTPcPQzjW8WW//6JlzzriEAj1+X+D8+CuDxN4VKRAqHYlXvS1Imtx8m2Sg88TEMzwpNtzPx1ZVzSylbvVYPi2+QoRz+xQIabL6TsWnbPGMl3NZjL/2b0ap70/Z7XY/MxMnDy+/QF8P96LJzaE3KeEW6jdUhc6+/n7JLeuS7yXCUJWbeg5R0bGxMbGxphr/YZNzQIESALScpvbvWjnL/MNE1Oj0P//dp3evN9nPSV/tpoapd1B4ZN7I2QURns1kmvxOLW6BAiDJ8VDCo5saFuWbgIGc7rQHaPzKuOQQfehM99J9bhEQEhHi4+yke1cnrmEdwen7cu9b/yEIzMqM8fSyN3uq8keL0NxEX283Tz8Ho6cagoS3+5RwwO7OlUfa6z638A4M8DY3Nzb1yZk8BgKrDXG2d2+YhWalRXh4uhoa6lkHN69igglHqXxFWBNrraFm4RuXFuXr5fxcR+iW0LMFmO50VaR5ODo7eQUEOj9R1jQNrFyWgGQkXuv6Hev89ywFROC4P0ZP1TSyfxPPNAeZCS0snHyD/NyfPDOOLB7bZ+F80FAgwvzJPQoE2u3vqLjmTR3x88K11Du/1o8ZPuR2e4ItTR3cPP0DfdzdCsbXh4oyoi01bjwQOHr7+iY2rpx9aSKkH9rdrt+y6+HHPhh/Ya19637CBMFrNXbXVEPXzv15NUNXPWoGAd5/m/j4xhPPog0KQGA69smv/iCIaPkABEAyGqVxXVC2CwSONqa7y3vOR/Pp5Gd3nDsJEDicqfe/f8MoroOfVK4URTx9krRBYaM0SFvFJOeAAgE4XsyzuPVI37fpgggBCN0d6+vvW5KVOZvrJjBKnZbv61KMAIh0JNnNyiq8WwywWFFZ6ffYsbiieAJjulPgZu4aPCCBqSh9FbOkCdkYKu0MeHjNOGxIBDsFHlp3niUPHgABWCtxuvvHb2yzZ0UABFbjhcqmMd0bBAh5V1o5d37a5SBJV9srd2KXAsF94YbqatblfHPhcfebRkkD65xMU40nQnGz2xM1bdNCmeTNSbHh71RiBqXHM3EqdyxapbL3QnXm990bN6QXwQdMgQCudrhhVSbilxp4vzu7Wh5ibTX5+lneKhAgkoXXBvdsq2X6oh9yzW+5tclQPp5M0bz22KNIJoH77rXWNY8hACAwnWp0L0AW9hGtdcYJH/n28JXBexOvXe4Kiw8onatUJEIg8ozyu/WBRnppi/yotFQd8fy+UfaerM/slvupaGinTEiBIO5cvm6nM8P61h3XoikpBSCi9mA3Q4eCYwofyoJtrTyK5ikQWK6JMbqjKpOROuqO1Pr617pxvVsUCBwWuT3WcS6aQ0Dgyn4+5VggAOsFFiY++TJ5vKNKGw01r5INWVsdlzlcv+Ga8/7w/PgrL/rKtlv9/oZN1YFCaexYQYVcLnglUPVxaP2qCEA8Hfz4gXPl3ClHAS8mPFT2aNoGbi7m/vchKCdCVZP4Sb7Mkzq931nWiiigtTyje1blG0CAMkvZwjtqNunzFIDATpb+V7997FG5AgQAr7188o3G6yUgoLgbNP/C6K6/TCdZsj0Qo3HjeVDtuYI02h9+bXJDI3JZ9jzqS3t8/2bomAjW6jzvfmcYx0fp95pclX5xy+71iAQIwFyps9pD904RECpXsd/rz7a7dcsxb0JMAYi0L8ZLaJFzQGG/JsrBzCF7ngJezrXRVLJ4c3I1zMh75WlPmImGcdSgLHzC9Yc/vqYf+lYKk2Hm5u6ZYwzAu9c51eFaFoUtrXMEw0q6sYHvi3csbGY5at4VvJw4AwKA5yPUTYMrJ3lBA4UVxjkRHlAgpNtb2yC6YU1GhGtZT+44v1mD43aTX9/w7L0cwe72vWvyculqnT9DhDrWwSFhYaFh4dEu2sKgorfbQADQ+hvje1Zl6/zDRNwZdPNe7DgBAntvzG+6tHxUIGXXmr3uaSbPY8ocbpbZGGaWBdpUH1PCbE5mWNz2Gmbo7BvDb1VD5IHo4VdP71/3Hz6DzWbf+98Jo1qOKAA57vBU/sUN68zBMyAAy9VuaioOLRIg0uniUB1Np8ZzdfTpPF9T+5J9Ckc9WbZ37jjmjkkoAJH0RHkZ2OZtUl5cSOabGw1xJrfu+1UvIgpAjqvdnCz8qk8pbLQ2Ds8cyerTGmRu6l68SoHslnnoC/1zJkUUyHG9i9A0pOKIsh0u2o+D689HqsVEU4eYiulzDYpPEGFfoI5BWMW8LECylat7z+HlHBUNWP/2O6cm0aXWGwxWMX4x9b14/bkmJ0KKp3OFd/0HEXAMhzgKaCjkG6X4CYLG059e13KPjAwJCgkJCQkKtNf+6nnxGaW7/fG69z0HCXAcJznYLAi8rZt3RAExHPth5Y2HktYrmfQ2HA7HBQZGhIaFeDiZm+mG9XJAYH+8PEioEztDgeU4llnuSvXQ9Opj4H2Gr5FF7hbF3ClDCKy3xzio29ceXYRG+WHlbLo+1Mc/Ijwi2E5f6ORZOKtw+JDDgEHUlWzr4Jyzhpj618VN1fmpqamRObsU+vxsvWJbzriFRKGpy+thMUXc2SmLAIbSDB19Kze57ZfWBn6vxw8pZTiyW++o6Z40tAmEcCw+KHdSdwzpWORHOnF/eUagj19YaJS/0V2dmOq5fQqEdnk8Mkzp3pUCkXIIbeRpawWVzB0RACInQmmT3X3hq3cSRDEr5VhYzdD61rPkbKnSUfWptVdIcEhISFBIRJzv839Rjh07u9h0wZRy3FqOxQ2TV/OSc6kKvJoTGxISHBISGOGsr8SPpEQy/0rvtmXlNhBKxCfjyYa3bIs/sBxChDsaT9VVdu0lgDiOYU+26oJu6uXvEnK23hYuUHavO2URwlS81hn1XNWzgxcQRjsj6fY3dQo/R4SY4J2xPA/hs4gelkVYtNwe6aRlV7BLMXd2xnIENgZS/EzsK7eBAMsR2R5hQ5yTlUvhGt8BxKNZfq7GcRMUDisDLMxcCuYoEFjI97F2CmncocBw+Lg/2tjVo3gKCOUYdNoea2BnlzMqAQJXLnVRjiMIo8FUQ6Hzi64VjsX0oNFF0yqiYU6KESc6YzFAR8gTt9iuJQYIEH6OggjhdgYLvbW0LV1dvAKqpqSySdJJc15ioJ9/aGikr8FtvRc9OyeUElhN0H3gXjh3BjCfrn7foXyZhcN6m/ta1t6fRfAiNFqzB5g/ijUSc/NRygQBtJojvG1Wug4EqHQhS3jHrk0KmOMYsaQh4ob6iw0KmOHY07N6f6V7SaMKREjJ2U53lPCuW+0JixCmkvWuaL2H/mMEWKmYRRQdzWZ7qeqkrlDCnYk4DtPDlYpggX7JBqxU++g+5X0QiVa6oz0fudRzFDiGY+a7wh3VbSt2eMhkK8L2VFcz2+wVHjLJZGGwmyB8BOC4Ptza2C57ngIRrfS+cjbRFxi7+bysG92lsnpijCiAeCTR1NoxrU9EEXd6yiKA8SxLZ9ecBYK7QnUdAxv28XF+fNFgd0FQYOrLxjPCNtiaBWV2nVB4H6FnGFYyc0opwyG0X2Gu55vau4nhfIf7E0TY5ampG167cgqAgbJL6Ro3nXLmTiU7fTnO6lrWXp6+wfWLQAA4dFjhrKQf178r4jhMeXGSj/ISyEOj12OHzz88G3B6/L90MtcpAFrPM7htWrTKVwadtPh+eztqFBPpyUSK4U3rwh2WY5lLZRLRepXbw2dlO3C0Uh/mWbAw/0pbv+WUSsaLvTSdek/JRo7HPe3kJUo5kYTjMD3ZrA3V0ylYoRsN/rpake8psBwSrw0neKnZVzM8aosDsY6qZmX7QI4GX3lp3tUPiIsICQwNDQ9zET7T1Q4eo3DSEu9kape7SoHhOFYykR/sbhTZxwIQjpxPUtfKgmzt/Kq3KbAcYkUDCW4e9mmDGIDgld6SYG+/8PDIIMvHut5xLUsUMJzWh5mZu2dPUxC1u+sYexYuArecZqGvq+8UFBkW4h8aFhNm/Eclpxfd/P4X/SQR+j3VCyqdPaaAAdi1LO079hnjR9K9wQI3TW0rD3fvwJpZDgNw6KTG/b5eZMfGCccf7+LQx3j9GCLMkRGhlOM4Cmg49Fs5EWp7RseEh4aGhYaFBse8yG9aYgDtDiU8V3ZsOCQEgDtezXb77nHyHCJAAO8uZNnf0cpZBoKP3tckmD58YBscFQYtgGUAACAASURBVBEd5u9tb/Y8qIcDAvsTFYHPn4QM8hLeaLk10vKBdeMBnXnpa2ieu3lBhLGO6va1sj1CSjClRLLWkeou1NZ2DY6KjItwMTV2dHszo3DSF2NMKBz0xrgExnVNjFcVvXmzKDooDkvIbBzuS/Pw9q/aBTwWoWvu+npIJCfCkWShnVfZJvrw2k7gGN+9SYAAbFc7aFgG1E0zBIDAh3zbh3YhbUsckP2+FIsnQlt735CIyKQIs3s60ZUzexQI7fJ6rBtasXhKAQOg1ZePbzlkvd/ndzcviFDF8PXoiYQghkEUJkMefuVUfLZS6aj6zMYnLDQsLCw0PCw0Mj6tZPyAuyJxvvXG6obp62V+EDycqnRRv2seGhYaFhaV5Gt4x7x0/TIRArCSqXTTO04VByzHcQQdjafqKNnV7hECQIhorcTl2v3keQrS7c5IfWWPRl7ZWLTaFqXzKKCf5SV7JOtl7tefFRx+fkW4/77Qz0g3dgAzCIuW26OctGzzP8iIkMJmX5K3vlXZZSJsSnA0tHw5zfdg6UiGnYlOUD/AUVWAhek5ERb6WVp4lC7wu3c9UfoWFun9IkyBwHFjuJ6VQ94EAx9ltaccRwnA2wxjU4/MnjXEYnrQ6KppGVE/KyNCBNAZqOEU3bEoJ0IAQjAGIAf9hS9j/L2EJnapDbOMeLsnRl/NwNUtIDQ8KjnM5LZuSvcHEQVM6ewLDSWHyh1mNumpXnjbipjCYY31PS1b388iKCdCw9wZjmdZrjfw+nfBvR8RoeC2eek6wQCYPa3yu64SMcrLPIkPK11vqaROguKKULLfH6N/171BwiumbnRHP7/v3n5GCOEIAOaJMGWZEu5MxHKEHi6XBz3VKdyAtVpv7UcyHxSvdITa3rMq2EYUCDCzLUFW6g41u5eIsCPNRd8k9R0PGTOR62Kq5dUFcNoQbm1klytbfKOtodoUb09rOzvP5OqZI15eW06EVg4v+s54IuQAxl+aOTqljWA4bnY2C3kzPdOVll3eui9aSXFNKhsdbQiwD3rRtgkYRsMNhR4ZQ7v8WcrdYlMV68i2FQ6AEIVQ2yUibHN/bBjXvH6COSkH5KRAW9ktZ3oPAeCd9qzU6EAvPROnnM4lCQFJnYeyScrwrvh7xtOLPcKAmuNTsfhMLBYBLGWrfOPRQAHQcrb+XZuqLcpwHAeAJyK+uRU1SgBJpjNMbzuUHbAcy1wOunLilcoADaeaXTyaZJS3Q0XjGSbW1Wu75T537dukRLKQ462inbhIKScSszIifKr1ZhW2Gv201QP6pJQASDb6o+zvmuZuIgoE2IWucMsHFpWHMiJUNghKjAoPCQkLCwsJSchvHD+isNeW7CQ0ffFe5nfjOc5mz31aTigQDsuJsCLExtS5YJ5/RtQbY2JimvCWI0s1/qa6QgO34MjIhAi7p0KvmKZVCoTCXpu3nrF/3dZmb4S9Q0jpEgN4ItnSUM/AOSQ6IjwsLCI8PCI6s3XmA0NlS4KPibDL56lBZPXCMY+XqFTvgXP62y0EQHa7c9OjA7z1TBxetsyeYUDNvirG8b0bpxz3xa4JKYZGO9yu37TtloVGx/5/9t7zOa4kyRP8E872w9rZ2Zntre2tuOnpmW1R1T3dXdVVLGoSAKG1SGQiASS01lprrQkQWmuAkISWhNaE1lqrVO+9iPD78BIgAII11VPVPTO7ZeYfYA+RT8QvPDzCw/3nqeaaT5WTpwnaqLd/8Cpk7W5gD300msJVdGs7BwxAn20W+DzTk4X1o4OVPBd53YJNwKIPhY6PHrsvsYvig3eu2mrhwxgwHE/VhnB1I4bZwcGsd8bZq9i1iOG4LkhT3iSXrRR/tpBv9liNH9R2RABTDIMZAoC233rpKZnly4rRd8SZ8O1LVm4YQpkf5rwjMiQ1wNM9tzqtegvQeFxaob+dWUhCbPkiAXzR5sdXs06ReajwebOXnoJ94gcRbGTYGHukyIoy7ze4aNmHtiywgemHZU7qjiFtqwSYAbvvnng1yM7G+wN09IIrFk4IYNLrp2sUJVuHAtrM0VFwL5g9uWUIRe3eOq80vDrZ4AL0wUf+kX7mGHMxF6fwzLxV/Fm0EAEMu8W2zy3y1thJcC71xa/VGmWfcJDMeWpdvQ0YsHgp10jO9u0eYABKNBGl+0BQKWKhOZlM5yk4v2NDlrBwq9rrifqbVQKSvZ4YY0WfFlmvbo/Ean1jUs1+4Emzt6aGhkX1IcGLb4M52rfSJ2SGcDLXWkMraozt/5W6SINXgnxZ1XjYLg9U1jIrWpEARteu0d3WZFcz+zzZ7CkZy3K1NooYBjitC7axlLlGl8sCbW19a1if3un7WBM7u+whdro/b4s2snMuGBcCJhezHeVFVUPrQsAADJEZwuFEQxWr17Ia32e1NuqqvhU7MkfNXoGVolpw2dI5uT+MEMNJ6MvHrlXHe+3WXz+NGmE9aaTJWckgofNADIAxoJ18vnJYY12IAi9n9ozCAJLpKLlnFp9H8GP6RPGSLBaOGQx7+jJqEN9yjUqWc/lyNrW7gAEQdVkf/FQllh2oWHRa5/VS+fUdQ3g8EG/yyvudzBBu98UZqvj0iAFjmk3NHMkVPNaI2ZS1l/a81nyllb4oQvM1/oZXOije6Il0VrYrPyQAGKjFjjB7Def6w5uG8KD7jYep5ZtZ9j7S6SJvG4OAfoCLd1H2Zk5XXugrGY4z0zV+PU8AE5rBrGu0L9xMXRAzLGtz2RHIfWUX3bNHAJ9VurhlJoXYJVWWdp8A1eMZWxLvaOCekte1wRAMI7ECE9+cUfbEBB9WWqo7xXVvfGII+wP0jCJqF48JYDIapCzvmMvOSIeNyTZP/+hYtnKjNi9sej586lu3w4C0xv6hauSY7F/SxYbC7Mqhg9sFsVlDOBqu+DRh9PriapTu/zTI3CYA+LyC/yflxGn2+nSGrf7zV3HjGBjxZLTuA5Oyy3v8eEi00hKkYFgwWGfs3YYZyU57uqJ9en2YllXLOWDmYKzQ4qFq+JVDGw9k6SioJ89f4pWGII52yBANGEC8PRjnqmhVvE8AMNArfdF2qtY1R4AlH8pC9NUcm+Duc3e7MzxMrTLnZCBOFXrZ8oI6L28Zws3acAcrz3JZRLfofYKVpU3OBhKXmMjrB3Wx99kpcuXYhLbvEsAI8HlvuH1QWmyYjVd8FhvUs19jr6sd3CC834F5I30iuHTmiACGyQjNVzZpMxQAhpOWNw7P/sm2cPboxs/3Ap89dS9blQI0ujxRDum/utVeb2FWed+O+EexFtwKlll46/3qCT8gIDAw0Nnb09f4ye/8hzDg88nyMAMNrrePv6+Pt7enX3BkwyYBaqc35OXvjevOAAPQJyupVv/wNGqenW335pP5XzxJXgDMnEy9izXS4np6eQeEBXq62prqObWIAcPBcJGT3BP3PpkhXGoMMPyDVuExgeOJwiCB0is7H1+voDB/F54Oh2tWtkMASxlEMMKAhZst2d48PVMPN/eQ+DBHvqGNW9okhhtnRYRGBMHZUHbw8//yj6YpVSsUoNOeLD+5//wb69TmbSmAFERzjX4mHC7HOSAs1MfKiGsdXDR5ABjGQrRVzMLatwlggJ1yowcGLrUzFAHAsJvN+9rQrWFeCvigN8rJ1MLa0cPFNSo9SvBSKbhqao8AJi02jxS8yxZlhnA18eEXpimTh7cMobCa/0Db0sHFMTjIP9DP9Km8c+H4CQIMu+2ZZtoG7u5ePj5+/n4+np6FkxJ0Z0e4+UbvHzVTFhnZQqHYRo/j4uvr4+cbFBXAe6advwYYsGg2UeE3uiVbgAEQvd8Xofp3L82DwqKLRk8uRiNffMGrOQIMgPHlWqH5L7+KXiAg2nrno/R7qxoJAcIAkZyPFNrI/1Hfx98/JNjF0VRP4WvF7F2CPxQ7vnjo3H0zoR4TBCDZ70+1k/uNknVIYs67dfpgsTjAROmVTUBYqJ+zjbWRVei7OSnBGKHrA/nNtyF8NYOkafYm4vfxxtoK7j0Ax6VOOpqCzFkCGOayHXV1rQrZGfa43VdJTy+hm7Xop2+9FfR4qQOngOCs2VvuwQv/+k3AABQmiEE0wH5PhLqampaJfWRJ/7LkfLzCXtvATOAWGBriY84xcEpsXrkgmJArVh2GAOwNZCWEurn7Bvq666nwoxrnaPFud5CVkY2jq6era+TrSJOnijEdO5fA5jMIG52UX331X+VTZs+lBANBZKfj+xBkE+pzVH+r8uYqoZ7pdv3lrz07MTDLaUq/1cpfAwxEPJf06jc6xZuAAZD0vMzpl3/yHQEADFh4XGz+2z9EjNwyhKKDLn+l31lWsz0jWm/ze/lHy3ei64AmLNxqTbGRf24REBoS4O7szDVyLRsTEzgdLnC81kHR8jtPoz8Y5OyyK6GZBlf9b7hle4BBemUId5qjBcqaMRPsjCMZTbfUeWrXBnBe42mgapgyT4Da6ClJcHLzDfbzEBjw7SMrFs8IoTFGQBiMaRAvtoRYcA30nQPCQ32s+UaW/vkTewjTGMFRa5Tro//6K/uizm0E+KAxxvHpf/7SvXTogALA8N5XVckmoV8WAbufp/k1169p+aYhlCXUP1HwKJo7JYBA+CHP6rmKsbWnj4draLSv9j/+d17uinR94HV0kLuHb6Cvq66KaWrvigQDs1wk+FKO6+LmkdiyzRwUqv3iP37lPXhBf2oIezz+9CsFvp9/UFBgUFCAsyrXtWhsX2YYegPV/kndOSAwKMDJy8tW6Vdf+L3HgOn9/kjVX7wwDwqNyBu6uA6WYW2beKfJ6suvn+lYvDsAjE4W31r/6U/yKvadZ4TQgEQ7Hem28k/NA0JDAjxcXbhcp+IRIYHzyTIXuYfO3TRgANF6tz//d9oZ2+zyZb7V2+Ar3aItwEAdLNREOxjomrv7Bvn6ero5haSVjIoI7NaFmyhrxU7KQBx5baEr59BwTgBT14ZwtdidI0uoB8DCzkAdba3QIUSvVkTY8XkWbq4uYSmRNlpaLtE1SwQwTWFgPhQG8r/8D390KerfZggwFAhnWoOt+Bbmjh4+gQH+Xq4OiU2zewxh05ZuJ9QfEcAgni92kFcxMnf3dncLi/HT/fX/4Lz+INwYyYoLuVJJ44S2eSECslZu9Qd5jr2ze1zDmhiWUl/84qFr14H0pzKEAPh8LCs9MTEpJTVz+JJsNJcO7cr2WMuVqQmJySlJiYnxya+zevYI4MvdsbryzjWKVdeLmZ6Smgl2wUVEpzPtZXXT7LEqOhmrSIxJSEgrLG/9cLjW07VCAwbxwdL7utpB2f3x+fpIe0XLwgUhGJiThXcJ8bFxMQVNfYt7x3NtTfNXsWey/QdzutCeFxcdE5te1/1+YmVldHyHwM2sMoQJJiDcHXibXd45dcYAYBAtv3/7prJn4ZRgACkBDGeT3SUxcYlpKXFRmd0r54ABEByOtjZ1je+wqUiXKx1VbQOrx+y0JZprr2of3DyhAQOcTjcVZyTERkXlDW/O9/bPrx9cAGDY6qlpGFy6Ink6n64t65w+klyrE0MAM8vN5RNnR8MF+RkJSQlJ6YMHH7dWR+1Fr5MSEhOTk5MTE+LrF6R3fTXCDy2lzTPn11dWWjJTkpISk1Oq5s7X21vmL9h1yXRDWevi9Qnz4VBuZmpS2pu3M0LmaOJtWceKLHmAOV/sLq6aPCVACzcHGyu61xhylfRC73SlpcYnJGSVVI3vHw4XVX8QAxwv9b+teb99FWNyPb9joE8X21ISY1LzKns3AQM6mm2Mi0tMS0mITqvoWmAIACPLXWPbC1fHOpraZmRrfGZ/srOlfmCXgHSpv6W5a/6EAIbT2b7Wll6W6gnE28ONrW2TO+yRG7U61NDaPrUtBQxzqT4OtpHt2yLAmDDkKgoc7w53lMfHRKTXjW9cAoaDnsa82Lik1OS4mLyRfYZdW5CrAYMwwOF4eU5aTFxyWlJ8Qtn4CU0AAxwOV+WmJcbFRBdO7C91dc3vXkoAMEEYw+lSXVFe5vsVhmLBhR+AoHC+saz5w+nVc3cGikuHtgng8w8NZTL4mNOZj/Aheqm/pHyY3agRSrrcVVo5dnjdjYABaPHOUGN516osr+lie6SuomeDAUwwusoPobc6khISU1MSY1Py68bEBIAByeHyRx2kz7cGOypb58Uyz8HGQGt1x5JIZnFl9WAnuxrfTbLeGowOZ7pba3u3CVCrg22NbTNnBOid0fq88OjE18lxsVmN49vU1ZgHWUAvhssPfWXRcYlpKXHRmR3zJ4BlYRpwttZR+aZ2YOUSAWC4+NBe+ebt8NYF21H7Q02NPVNXZEyiheaq9qGNCwTXyabsU3Z6axsGFs8oNh8RrTXX5CYlxUZGtx+cztTWdH84h53x4jepcfFJqUkJyVUzItmGQzRfV5GbGB+d07uPxOvdbysaJ4+pOzsMAhh2ByrLctKTEpOSEpOSElNzRi9AljlHAF+M52WlJialpGQMngvHi64nz6PhvMy0pNT06inRbUMIDDqeaMgpqpAxAEiPJspyS+qXRIQAO/bQTndyYmJqSmJcSm7NsJAAMER6sjpQx+ogAH2xO9RZ0TzLfgg+3RpqrWq7VnzJzvvsmNiktLSUhJjIjLLmWQkB8cpYZ+O7qZsg1vVvSGVLCna0XCwMtDV3zcvS++id4dbW5qEtDCDdHK7LjouOjspsnxgbnlmaYQMjGEKAOhxrLEt8+37rnAAGRGPAQC/0VKRExyWmpqUmRIcX9q4cXRlCGV677+sb+maPZSkTeLO9Lj8pKTYyqnX3aKahrmvqmOxNl2enxsQlpybFJ1VMXc17ksXG6vyEuIg3HTtE2mapY5PcuSX5yXaE5NPcYdn1H+GH/YvPMP95Rp8fyn16h3vi7n8/TS/9CzjD7ven/UtFNlvdTcf+5/vqh7X/23MXffpin+fs+LGyWBPs7J3Rts+Q24n8t7/6U7jvGQD3QfM9QN+TWf+XIvg3guMTlflbVXTB/xwKQJM7idhst//4R39KO/D5/vmXP+WaKuuzj/tBNyf3/ORHovYZepAfI3+RLtxDnvBT4HWHdQEPRPAEqaNHP3bAfJZiDaGb9XpuUKx9ZFljiaA+fvYd9rXrEztyRTqFaIwZhK6ID9CNekAE4WsCe3JNyUYjzOB76v4gckVkhRDb5t7Rhgiib3CnMYiR3iGOktEFsdevm6GPzD0f6YIAAzCIuT6eRRhd9QZmEJLlxwChP7IZ3SJ2ujmeaAZd//x2mYgbBF23SbxuvvMdxqNrfjUGfYwkpG/e9gpWBhP2lW5snZGMHokQBt0lxqM+ooAoBl9dvJd3hiXGu47e/AjiLeak2+1vUtMxCLHfy6Dr6+TG33CH1xshhqIxBtgYfj89vy0BQHemXZbo7iMxnoz37nvqBtwAhaGugUYfhz0L9I32DMXQtznP/jkE7+Piunv9dptbmgU3NOvOqLjumfsqbd2E43o+vaWD5BY9NCKI/qSAyecgQ9cwkSt+NYah7idh/6h0FHOnMxH1ibZeH3awWnlTg+4jyburfdczD7rSxJsQ39bT6yuYZj7HtXan+sQtfbk9ed5Qk4/a97kbfhzh1O1H33rb70Pt6l+3Ubs1nhl0zX14L4i3Mbrbhr4mw7vie2NJ725TTt6JXvk4O8mo4D4Zt5/Di/kMXjc7SkrRDJZMN7WsXnyOCeuHy89lmH6W/zXkX6dGys/ys/ws/wvIz4bwZ/l3Lggj5qeuOvSz/Cw/y78LYX5o9bfvl58N4c/ys/wsP8vP8r+1/NsyhAQhRkr/eIcv3HW+/4j70HeqL10LQdL7C818Kpii6Z+ykiRBUor+KdZB3yfsmd+/gZ0Wpun7ilL92Hv+eDaKf8eCCKIoiq1m9a/9Mpii7z0O/ysJoWlaSlF3S6T9LD+8A3+aqfWHPOiHIPWTzK5/A0PI1s26lQ+HpBR9M76OPSf/NzDn/iw/y99EMCP53FIGMxLqr1MN9aP821wBYIqhqXsXnT9lz/+rfiML7r9+V/97kL8pUrcMIaFp6m+5NPvkyvlSf0VqatM6gVv10/8iIWzhmMPBqpyssuEDApigf8m0Ikt72mjMeF3ayRZMv45ZQjQAPh9Ij8pvWpCxxtwZ3IysFiVhCGA0WxyT2jhzKr3/q/8yQQD4bCA99E3/wV8LKQSAgTqcbUiOrphj/qUdeO+dMaLoH7yXZfN5qMXGrJyslhUpXBf0AYQY6T3Bk9/7aERLGcTIYF2pTU2r6t8S3oT1X03+pnrHdproaDDbTmDi6BdTMksDMD/RAh9hhqKZvwxfyUx5am5x7wb11+9nhgEMZ+9Tw9xszEy8qxbOGBnj11/zoTRN/fVyh35y+T4EZVPrfk9JVl7NxBGbuv1X6T3CMIDgciQr2svKlO9ROnUovYkUwy6Y2NmVmsqPfN2yJKR/1BP/mjtCto/Eh2MF0aHp/acYgGIAA5xud+YFJzVtAALMXjlca8gNzxi5kEzkWL96FTyCbxRA/0uFYJoAhuUCN0MDm4IlcoN67S+7D6IIYBgO1FKzS+zfv5mwjxkJANrL0fiGH9qxzsAVvcU9gqUYMN1k8Z1SSINs2v2xvQqAtnPUf6+VvfDXcmrJEt7f+St8a98mBYz/2huUz0MAgIWdQfocg4g+EdypT/svE0aKAUOfl5KKc9b4yW0ehr+JEASAVuvDwrPf37eUoearQyLyR0/hr2Kh2dha8VZHobMyL6qgor5pcAf9VXLOfoBgRAHg83pHRX2zzFkGVmtSE7La2LK6P/0MiwiiMTCzKdo8z7SM/IK6iT3xT3IK88M7H11OlQdHFU8JWa6Dv3mH/9j3Z6fW+dc2ukZuVWsEbpdA+emQwojGgBYzDUw84pNz82vHti7uLfiMaQJYWGv0Z5WoriPJj3roDdJtqWSrJS0go+dQSl2tTwmSUpSEoiQUdevo7nPX73YcwQDU4VC84JFcyDQhIGUA4bP5Kutf/uKZdd4GASJhAJGDwUzb569iFiUwXeBhaBg3xiCpRCiS0lJZ7hpz80hMlm90JwUVI4p9JalUzBAM6xVBttbeFcsMI5WKxNKbZyGEYWgJRUlpSkLRV4s1lsL8RkIPJRUhgmEiTmDsnTVyKFv+YIqmJRLRBYWY/VITZceEvq3bhpAwCFG0dLwsIqlydOdcKmEIpjrc1Hjx7VvnNC2hpLcdX5iir3pStiq/sz8gDHNru4AA0G6pyQuz0mX6CgX6Zl7aR2juPf4hSEoxDGZuYofw9a/oq/w50XpnNEfFt/fKECLMXLehb70eLbl6ooS67mfCIPpqhDAMAYQJg5i9mYac1PR3K5SUpqWIsJlGH5vdShSjJVLxJcXQF72xVjbWKUNiAMwgGmGGode6ctKyqkd3KKksD4nQNzC9UxeeQYhm6Ln6xKSCjoVDqYTGCIbDeEZBxVNHNC2hJBKKvpGUhin66s2Zz22FMUUxiKCrljf7/yOgN5xghGE+dhEDwHTY/Mf/67uEGYwJklI7ba8D0rv2pRRFISyqM/4P//fzzFWQGcJ7dY0gKY2Yq399jw7eQJaS0ggRggkWbQ5n+qu5tN/7k1vAyeqS3zq5JwzDSK+TSm/cnMHM9nDFm9d53euUlGYoTK7vJtO16wFJMM3QEon4kkL0WYufoYVjyRaBNpM//fKRZ+MuAQwMg+8FAlM0w2BEM1c9/1kT/vHnEophCDCIohlmNU9dM7bz5HOw3lDG61eVyrD+iCmDZM1u7eNvICWhEIudRLTWlBqY2XcipWiKkewX6/0f/0mlZB+ua8Z9Ci7CnwH3xtD6/kAKdmRepS0ShqElN2/CsMdSHzVXSjMMIayGfoIgpj82oykCGJbyPS3tgxvWGUZKicVS+sZ+l9xofG0jMUUzNEIUQ4ul9+KF6Y9I0QwBhqFohtkq0deOatiibg1OhBBFi4YLQ5NqZw4upVIGsLDZQdEorf9IKLvJDc8zuQ/Q++XWjvA0z/C3JjXXIwDd3Wyyvcny5356/T6lQgAYn89UeevyXq+wRE3Cra407f/+raqNdc48AgSARQvVIcYq3iMAkqEcd129uKkb3uEbWaj3MVBcffAnF1fLAy1NXat2b2WIs1Dd/TnzfV6psRgTnueb4UMCGBj6pv6clBrJ2cR/YgjZPe5IwGOtkB6hjKOo3UXZIKrl+OOi5opKhrpNvsB8+iGfaCwCQLsl/Kf8gqUb1zFbowrRt9tLf8BKH33CHCTFgEG03hGpp+jdIwWMPw0XIhSrS/dPKJ9eRwwDGID+kGary8vdYS/iT3qe9VuS26nHg9HG5pbJrCGkpTRggIMaW45ZeL+s8h++B9MbyklRgAGWUjW1XYplNSBhKIRj4FUwf/OjEAF85aK4ObR+2LaMffO7gGIG3b/fOt+aXlg/YkuvgLDI6Lf8ClpGCH62ObMoo/FDn9PBT+W+MYw+IZpgKIQBsHg40Uo9cV72gbd/cve7vueTP7142R8qMLSvPr7qk/t17Ta+dLu3jplL0awULjYWFpYPWR/X3ZH8PRv3+xYrn+KI2JEzGatomfHhvlvdxe6z/kyavrk7kb2nzIF0Q9iuhr1M/S/MG2QXqZONmcXtMwQsocQPnUgR+Re5B24DdPv1PqF9YVgluuy7jeCdZphgWM73EFj4NR/enFoJ3De14h+wX/z0V0hCAQaYS9GwSBqQTaEfeRUAA/S6/1krZkrWXtRkq8BJ6BOTGy957+xKfd9keGUImd16XwFPU+GZgraRwMIqgq36KBmIsDY1MzczNbVyC+o5I4DZW1/0BJkbm1maGZvYeEcOCgHwZ84YEAEMzM54Iu8bbvosxgBn6105/npOiflxArPKfcAAZ0sNodZa7jWXBE56c/2tBBHNY1X2+jocY++kohUCZKMvN8o/q2sfEBBM4HShMTslpYmtJYZlllK40pbmzDGyNDPUdo4rXySwV+Jt5x2WWd2QacvRMTCKqOg/UpBx+QAAIABJREFUIACIBgzisdo4K46Rha2poWFM/ewFAUCw1vgmOfvtBxm93uVIVkRa/sARgdlYPtfzzfARAUwAo/mCBA++MUdb7/XkZI7AwD3+FgU+pjEgavxNgKOO3GM5DUMjQz2HnA+S8w5XZdPCvrakAA9LUyMT86IP1PVYXM0NsBeYCMxN+dYFbI2O5TJ/3+TWXZbqEIF4KNc7tnHjmvkQAaCdYv5Tq4aVgXArc4FAYOWcMY0BY0AAmBmJtjUVmAlMLex8G0+umP0+DrKLtfbU4OatzVwDfYGje6XMMJx2+AuMzcxNjW29YnokBDAG0UbntSEEDEBtN3jy+WbmxkaOIekjDAFMA2AQzr/15RqZW1rbObm62Dn4RJTM0gAYLtfbIzQ5ppYCY7uI/PcHgMnxeEOCifIrJRUVDV19M5/k+iXAgFZ6M+0M+RZmPEPfnLZ1wEAkABgOByvDuTwDPYOI+sbS+EA385h+EQCiCSIbrTnBHPnnr1S19fR0LaMqh3cBg7C/NNLSkG9ha2poGP9uVUKAPVDEFAaE58tjPfXlnsqp63H0ta1SBk4uh8MNzVJr6zITgq2MDbkmbwYOaALAMIBhvybew5xvamHKNcmYEOHrYcwqJKEJYHok1ad2XTKe7u9sbmJqYhHVdwpYZkWWMn1sBCYCMwuBpV0NW6QGAx7PdLESmArMBSYmb8ZowJfjBbH5g4eAD5oCLIw0FZ4qaBsJzC3C3x2ik6Gc2MKxs6snSgfv6iCmzlbbU8Ja9qSt7lyesZmtT/j7cwL4tgNAdpi61+xtzDe3NuPzHULSZjDA6VKtv4ainLy8oqaBjVdU2zZgoBkMmD1xAcl2bwqPLzDjc90i86cRYDicbslLSGpal63qNnoL0yNzRikA6UpnhgvHyNKUo+uZUdrc1pFiLPdCQUVNW1fPPCi7fQ0wUDNNKTYGRha2plxOeOXoKQGgMWDYaSsI4hoZ6OjFd3QVBTo7O2XNMHDWW5Rb0bp4Luvt2eIEV12euYWJiV/J5JFsZzBbEFEztTpckRVswedwjdP7dykCt88mCKYRYNitinU3NzI1tzY1FuRNSAHDTnWAg+7TB8/UuVxDg/i2IyGGK6ZQdspeyvKzNTM1MxMY2xSvyibWi/4k7/pdqj/S0cpMYOPoUb1JYOetvYW5QGDrkjEsJde9jcdi7AUCMzNTgYWTT8cxAbRe42XC0VB49krbSGBpF9d5gg56M2NLpkRXM/t5T5CZsZmlmbGxjU/UoBAAY9H+bEtGTPuOsMlZn8MXOAYljArZR0hXawOMjMzN+Vwbz7B3OwQw/Qn1DwEMcLLcmhsf/26Dfav9sepkj7jmHUIwAL07XpAVkjGIMFxM1ARqGAosTY0d4yrHTgCT/f6KKCNFOcUrBNu2AMNBT2mwoZGZgMsJLuheJ4BhJsPZLjghr6wy1Yarq28UUzd+cjW1CgfKIi25JpYCA27Uu6UztnvnSuLrJweasrLdVF/5Vk3uSwEwlvEQUQgwHDak+phxTSysTY34mYNngOGwIczN4OmDZ2ocjoFedNP2KQIMbOmeoWRPW225x3KaXD6P41K0RJ8228oLykY6Yz2cLATGZtblbCljRADDfIaXtUBgZiYQ2Jdufm8h3ytDiC6XOuqyPXQe6/kV1TU09q1KmMP2SEtly4i6+ob62qoyD5XvBMFdBwTEGw1hZqo2MW/rG+urSvOdlR9ZRfYfEYLvd8QRDCDa7grkPbKsFGIs+fAuyo7j17C4lGj32K1Jggleep/hpWb39gIwHIxVejz9SsM+pqqlqro0PtCYZ5w9BacTybqPv3OpPCAEMJwN5rjoa3u/OwYMSEbbczKWF+Fs5ZlWXV1VWtjQ9+GEwE5DjMl33/H9X9c2V1fn+1pw7P3rFgCR8+4CB4GZV0x+bcO7uixfYz0Vq6zhcwKzsYaa5qGtO+wAPak0e8FxKFklsBhnZOj5ZnCPAIbd+ghtbfOw5MqaqsrMcCedP/1G8GZ4h/qoh4QhhKF3x7qbI01fqltH5ZVVNU8c0ped/vqvXuoFZZS9bah7m2D8gpPSfiAEDIu5nsocp+y8sqrqqmxrXa3Ihg0KTqosfvWNefmGhF2897k/e+zddHi9QEYAaKfE+PlLdTWPxLcNdfV1r+0U1ezq1wngs944SwUj/6rKqqqy0ji+Di97lCK39mfM2UTsy1/J8T0S8qrqm1rnTwgRrtcGGCuZR1ZUVVfkZoYaGViVzgOGy5W2SD1Fr24pYJAefij05KnbxlVUV1ekJ/kY811q1oCB4/maEB1Nw7CaxvriGButbx6YZQ/NHCHYH2tMd7aLyi+rri6McTdSVQ1q2SbiveWhgnB7no6+W0pVXefw0rlotinInGvqk15RU1Ue5WNp7pbcfwA0nA+XufA5ln5FNdXVRa/9+d99qeOVM3pBADOYwWcrkz0ZHvo6XLvI7MqG/rkdyXFXjo2xRUBCwduGd3WZXoa66i5lUyeEEIwwQwiDDj8MdiTaqqib+qbkVzQMb4vFo0lW6k9U3BMLaxvf1qRZKeuFl8wfAoKtijBtA+uE9KKqmqoiR452YMn0KX3DFrL1Qy7fWr1UVJS3iSireltXX+ylpmyUMyxkCMxmuavyvUoraurrG+vDOI/17IpmCJyOJfK43lmVlVXVVVW14zsI0Ha22u80sxcIFq50NeZ56jzW9S2oa2joXRZJF1OVvtQv3gQMhDnoiLJUsbihg6bBXQcEn45EP/+NvElITm11bXVxnrOegkfTPsHkehODADAwJ/OlvsZaDolv65vqy3NTbV+9cE0ZPzpbeJfsK9BSsoypbuzoXzojGDBDCAOAQLrRn2Cnq2n3pr7+bXZCbHhYwgyB0/Y4SzXN6HFZvYKJPAeOnGOHGJbLwh0ErsnV1ZWlRe+GppdX10Zy/QX6esZ+6VX1PRNrwvPRSk9zE+eI3NqGd3U5wVYGyqZpXUcExO/fmBvwnEJLaqqq8pO8Db/5jW5A1RqB5TgDNdPg5g0CGCazIyP8wtOLKmqq3tgpqvKD65fPCWDSF2qo9ljFNamkpqG2Jt1GVS+0eP6QYHK94MM0JgyslYXpGDmm51XUNTTVJZrLaRol9R0ezHe9i+I9VbdPKCyvHlgVy/ZwhDCEYDSX7a7EccktKKuqrsqy1NWObdmWYsBHxZw/v9Swjy1821BfH6H7G0VjWwurkMza+obacL0/aUX1HREMgM/7E2yUBSH1dfX1dW9rfDQe8H3fbYgWWqvSXbWfGASU1DW+G1gTXoxHy/+eV30IGJBoszHUTO1qIs1zVnpoFTVwRuidzuBHv1a0iCpoqKqpzH1tZ6Aa0CnEcNBb5GkgiKqtriorqX3Xu3pxbU5uCiYYQLTaEGSqJMjeJAQuNibynb7VdU/qOgQE1FJLoJGyUd48NdaQ5GAfU1heXZ0famOgZhDTs0eEm3PvswPMDK4QXBWdj5Q7cTlW/vn1dbUpft6xWVWbBLYqgriPngiCM2ubaqpzPfj6LhGtK4DgrD3LkmfiFZVTWVNV5mvJcY59u3ABGAajTLUePzUPL64sLe6a3RUyMruAKUwY2K6NNeTbJ2aV1TU016XYKmvqR7ZtHiz3tceZvFCzjsourepfuhDL/E8ESbeGO+rDjJ6p2ycWV1S3TJ8wZ81u6gqveOE5lW8b6t9G8Z7x3ry/kABGM29cXhm6FRaXV1VVvTHX1k3sPPx8YNQt1+hRkcUju7fsGgetv7X5VjHsw9Uvj6aD9X5vULxEVsoE36jGrVxd33rvrf1PvLKtz4VUEASApdudMdwnDj0IzsbyvORsms+o3boAvafOvQjOhwuDOY71F4RgOBwr81BWcK9elRIAjGYLI0w5qVuE7JSHGPPsy3YIZk6HMnzNBWEDFABGDIMRBkCbNa7qDwySVm7Y/PXacDM1w8SBY4IB8Fm9p5Odf4MYS9o9ubr2mR9kLfFcmskzI4/2Y7Kf68B3ju+WuVJP6521rX1qNggsxBkZuqf37xNAq2946ryYNrYOgHSpK0LlzxYpAzsfd4QA1zv9oQhVfnSvbH9JdXhqaFglDLFVFNCU3yOjlOEjkE4FPVf0GbhygqNxv1e2JXOXIFlL0HnhWLMspglcDvq9VIseubhzRljCf6blX7AgZi+eFpp8pZQ+QzbrrB9opu5fx1Y12L/06LogN11z6GwqVeepYXzfuawHmNORHOOnRuXXXpqNQmvlsGkC9EpruK6iVw8DWLz2LoGrYNN8VdtMMppupZe8SmC52Etd3qMXADAcDxdF2Lm1SQAwdba9vrJ4fDVyOqLNtCNGMWCAi8lMN1OrgjV2Odwf78yxSF64Qm0s3c/J8+0ZofpCzbTN4kfYnx8uFFjLcx0yRkQAmGFYl9d2rbu5Y1wvWy5xv9qZY+BeKKt5idFUvMEz86C2DVm8K6FpwADzb4yMfcsWZX6Y4Ui+Ns+3aYvd8K3EKhuH1i0DWktWU7Gv2bzq6pVYHbvMnk3Jx4g11hCKW900NGzCe9milVja5vjdk+A28clo+MuX9g27V4PwMFfw5dPoAbRSoPk/H/mMX/sDCXvKKyhZZteOZ6VWj6yrZZXbpCu5vBdW1TuAMfWpDur+Tr9kDYSTiVqPDRN6TlhVXSg2fejSwwAwVxytGADTBwNv+I8NMg+ufv6h3lbzW7s2EeCjpmCeRvSkbMSy34UAsGixOpyjbF8rJoABGPHRwvQRgdO+THe+SeqM7GM/lPpY6gaPSuC9n/pXmtFzNxfaJ33R9hYebCVFfNoZZqlnHj96pRqrOTYvuU7Nq+sDwXwth6xZtmDCzlSG0ROue+kygfUMa2OX+K4dAphsjU8fXsWR4koHE4+Eri0CGEbjzHUMPerW2NXJaoK6WUTNzCW58j8jzDAE0FKy5ivTrFHJ1a6uweXhI8+STQIwECTPTxq/GViBMEIAwkG/Z0p+o9d+lxEfebuKhUuCz2qt5DXcC1cYAAykzffhV5ywvi12pLXYPnwc2U8wwEGL07dy/iNXlZsuV6INvlDNXgEMmzlmjx0bWZ8nOZ9+bfjSvukEMDqbKTF/oB6/ej2R9nlq/dH07Q6cvo9Qe2KSPsxq6MVwlvHLwBkCW4V2f/yTaeMn9QXvCEYAGO92pjtqmeRvEbw/2FftxAupTfNrviDopCPdz0ZQtEvQzsLi6qXsVyvlAZb8lCkCGOCw5zaCVvqWibJKjWc7W8srFwQ2SnyMNEzejLLad1xua+sc1cngsxorfX5U21Wfn5c7OYZkDAgJzKVY6+i71qxSt18V0zQBtJbJUTZK6LqqEylq93nxyCljjgaYiFY1iuo+udc1GiBvnDwhZX8ibHJU0rDPmBbLgHP/xihr7hIuh7yfKAVfn7Ix7z1fOtRuSj/n6r9RmJemF9+YPrIo2kYY05SoOfSJfPgkAUzRmMGYkk6+NlWM66Ubg75TjJkjgCQUYjARn71PNHqVOgWISEVS+lP2fUQAg3SzL4av4NE8d1AbpmlTLiIgmm2MtdB58+F0LcNNWS9jnRDAcDhU6MPjJc0RYBBiqIXGKCd15xYpwFpduJmBTd05oOnXTqa8sG4pYau3AEGYYOp0tTXBhS//SEnd63XTEgYMC0V+1nb+b7cJMAgzwr5IS1un0t3j5TS+wC5zSEIwEooYBDCeZebqX75BHxU4ch1iOnfY4iZHNfbq5l7VV4bwdf8BAWYoWMc1pWVRijESIsDnlabK9nE9d88IaQYxmG71VzYMblw5RQwmmGp3VuKm9R9LgdAYo9VMZTnvqh180umurKKuzTHkcrkcHt+M8+wXzyIHjxkC20n6j5wrt2gi7gl+ohI8cH43WKaE/1RQuQsYYwZjBobC5Z6Ed8JCoeEDBV0+n2vI5RpyeXytF19q5u3eMoTM6USqwQvnLgoQQzGYIOrkfbLGV/IGpsY8DpfL4+prK8t/Z96IAa20hukqevUiwBcrjREqX8kbmhnzOFwej6ejLK+o4PEeYK85nKvoUHNBAMN+S4JA1fadEBNMAJOjnnQDLT0TY76huoKyiUPmBAJE8HpXoiPfLH0UMZgwm10pLgrfKBoK+DwDnpGxkfLXD3UcCvfxRYOHm0tE2xnB6BIBpocSbazNEwfFMkNIEMYzhQ4mNuENS4jBcNQeoG/lUTIhJRiJRAwGGEwz9gyrnJaVECI0jRDGAwmGXPec4V3EYIJhKFifF16zeMkWhzoo5aq4vJ6UiCajOVrKKrqGPB7XgMc34z3/+4d+TauXdw2h5J2dAjd95IIGwlCYgZU0jW99q8WDqRrPPesPRYjBmKIRhtMS60cBdZdnB/NNIarPNQ31DU2LFwHLEDQpXsYYCINXs80emeVvIIwZAtKVHMOnFtW7gGlhU8gdHZxK4csnj4FoMkHvuWsPDQghhrnYrvV9qJ2zQa6iagnBAMzpUrbHc73X64QgkRQxBE436iOMdIp2gF4u9eGoh3QzDGbYKlGIYAxAbXaFOypblxwQgkXS6zi9g74sN55R8iS7KhdNFnpY6Hi2nhPhekuSG1/uoZK6R0rtAgWY4IWGYCtT54JpxGByNpRqYWUe3y261rWZYnuv4LKhgUZPX5+0vksZvpLOQJ6lfd4igfV0SyOnONliFO3Wp3jqaOry+SaGr75VCSwa2yGAYSjU0Ci0fO6cAIMwOqww0XBP7t9BVzrIMDQB2Co1fGH/ZmqPQRhLJAwG1Ogp55k1d4Zwm4+8YVTX9uV1bSlZBa6jBodXypq6hjJlFHCe/fJ59OgF4PMa06cmpauEwZjBMJT45FnYMAAwGCMYCpd7GNpOMJDuqKfPAwcJYAazNQCW3hg/iXlPGMlUivFj67IDhDFD0Pl0mv5z26YzwKK9Sv8nKrEfJ1LRSX88XzVrDk7fR+gq+AxiFtyj+WLPZ9ySQ0IfjNfG2Tz/RkXH2iv2/SVgoGmEKOrulMtgwIDWOhM8+G795zDaUvQ6r2mk9Y2Ty7AU5jODnW1eL9AAWLjclKirpWdibMxVfa5s5V06iwARvFB/L4JYTF2bkMVcN3PnyLY9FoLLdn8TO/eqXelhpQdP4am6obERz4BnJODL/fpby/i2UwJzMUZGAfmTp4TQ6ONmiUVqv8ZcwSahf51GGInFDAZoC1B2Tx4+QLgvRNkwuHH5DDHk+myCMAxisKjBQ94wqnvnAjEEsLDJRt4oe1JEs5UvF1JfvgxoPiH7jfZySpp6XENDLpfD5ZvpP/uHlwkfPhsnfGNHiNBKjvkT29JdKUVJKXF/gqqcz3spUGIJJaUZCo3Eqj2L6kW9sYryAWOIUCIxRTFIfNkdpvQ8buqzixT2G45WygO5ev41/QWO8omTgIBsTRUFmlrHNne8sVeKHWUwAIaj4SJvjn7MGDvv0wt1gZYqtrXHBKjdjhQHK+e83vG2JBvTtA8Stp4yXKs9Rmer053VVelhrg7eqYNCOKwOMDdzK19hR4mwJ9zIxDp3XXiQb2XmkNx9Smjq4kxKAwwmc62dSzfQfp6jsVtS7y5DSSjAqNOLY+1RuX7bEAbpWMe8nbtENHVOAZbUWag5xvVsfmIIMQbUEaRqEtG8dExRDMFUu4syJ6Z1W8iaseVUxQeOxdtw1O6kwAnMrqlvbGxsaGxsaG7rHN28oBEDcNjo8Egjc1Ha66VglbssvLmjvzKEFg2HwFCUhKLxWZPt82+C2sh8HuexUWJdW2NDQ0NDY0P9u673MwfSj+spmSHUf27XeEIwQRgAS496EnSem2e2tTbW1zU0NDTUt/aOLJ5iEK+1R+ixhvB8sTZMW94mt6ulsa6uvqGxob61f3z1ksDphwKr//bL3ykb6qq9VNXmhDWsXBIALF5tjrHRM3DNqWtuaq3PifVxESSNIsAAm70pbgLLN2OMhEbUeku0M8cwoKyjubG+rrGhsbG+fWTlkEGblV7OjsENB4ShzqWAYSLdyc4sYeDaEGKA2RJnS4fIxiVaymDhYDTfwjN74AzT1MW5lAbojTaw9yqfklwbQowBhpN5pt75Qzu0lMEIhkI5hn6FU+x6E+0Vcp5bJoxLRJMh2hzX2KK3zY2NDQ2NjU0tbYMrJzdXkdeGUN4oZ/xCjBiJlEZo1E/p904VorkC45d2FetCCUVTYjFN4CBH/8+eVecSAHw81dHSVFfoacKPa98maLfUWGYIAcNGvuUTm6ItNlqbNYRVO4CZe3QwWvlJ7CiIJhN0n9k3nRAMgPHlernrA8WUhWtDyJaquVitCFLTipklmBIKKQrh080qf2X13D1Aq+W+HPXQXoIBy8olEowBmL2BJA9d86x1giihkLoyhHs9bzyMzTJmCSWhMIb15kgHdZfGMwJYcrI201VdlRnl4eAR23FAYKsp2NbCrWiGkdBINJXrZGMT8e6IMDJdG8+ycHQpHhpu8nZ1S+g8ITR1RgEm/WGm1na5C6whdIxt3yWAdprDePqWgcll9U1NXXWhXEFY5vtNAhiGwnlcn5zxI1av90v48jaxN3QQMTQGOGu0fmX+emBbzNCU8FKKQFJl+cghde6cQIevvGF0z65IpkrXhvC43uYlJyT37Udl7BrbPEeAT6vNnhllT4rZHWFf9JOnvm0S1q9AegNePArrJBjIWJr6M7cuIZEFYRL4kKj6bWg/YOpDuuCpQ+WRlKJpLDOEjWeAJQfvIlWVgsYRoYQiimKQ+LwzTFn+9RycvY/QlnPrELLT2tFMjuNjzaw1Apihjlf739aWZkc7WnuUzH6OEghjDCDdaE0Ito9pnFlqeR3QS6MPZamhIdV9LYluJhnLGIunSvwE+iY++XXNTe31rwNdPRxypjFggKWmMIf7EBSJrhdGi3keZtYB9RssBBetvnomTmVb9FGRvbHANbmmtamxob6xsampuWd64wxhmIox5bm/HjzAVxtWttsZGgNctrqomMW1LosYmrq8kDLANDq9tI8eOiTwPlTZMKRp9eKjEcFAGAZjkDR7vzKJ6906oygEWNhkq2CY3HcsAUAAzGz882/dak9gt976hWFYUUN9wxWg3ePbos8m6d8yhPOJnG/1svfYDz4ZDHr6HbfpRPbf6VzlR6opixdkt93j0SPzrqvajwNpCo81s9ZF5ORDmb9bYOEETYDQNwM02EPak7mKQPkHygIHq+RRMcEA1MF4gd+Lr1+auNilTVOAGcBwMlLqzzdKkJXAphcbwh20XOqPCGA4Hq4I0fmnJy/M3APyVzHA5wKIh+ItdYwLjom0KcTKyrt6je1BYV+MhZVNxjwhy4kCeV5wNxuMhLaLbbUU3TKXpXBR7qiuZ1exRgDDadNrm+9+qR/TvkdgIVFg7JM5uEcAXzY7qT93yV/GABh2ysONvv4Hk8zx/U9coxgD0+Kt8NKt/kwWX9Dhoc5P7NgVsWZsJUPthUfpBs2cFOo8Vsmcv/MJhEaA6TaHx2o8E41vzSpPbgcEIgC0W26u8EzZvY9FarNM4xuF0JFTOB8Jfv6Q3/FJqN4NYU4n03mvnN+dAiYIAWAsXm50fvrCZfLuEBFtdsdy1fx6KcBof7jI8rlqyDK51Uay3ZfuLmdTtrW6NDsxvX4oZqcVwEe9cRaK+smsD/myPVpbTZAzRwADbHbFGmryX8+yA2OhyE9L26lWdMejLvmQ6aqi41JzSACDZLTK/cnfq3sXTwlvGsJ8W2VuUMcR270D4XwFs5gh1lWC1rPMVdUDS5eFhI2XkRnCwVg9OcuMBZnzaiicZxxcOiPzXe+X8JUck4fOsbDZXE4uovPzoZKsIRS1emq9eGRayXqhRd3mj5/ZVi0hei9P8+GrtAlZ49MW4yfP3Fu3bqZAvTf7g0LSFMJ7FebyFmUr7IOWU3nfaGVsyVyjq/nG8rY1u4AJOhkMvKODD1VSFi/hdDyFq+DSwha+xpeb1V5PNTOWPxpCNkriYq7a7omc65gsdk7YEP5cjld6QMP5QnWQsU5E/w1DyFaDQ3tdaUYvdaJYoI83hkpeTxCgJkqcNeTcWyWAAdZ6IhV/o2wbfSsDYTLdTls3YZnAQZ2XprZtCev6xjMZTip6HvWylod1bvovbdKWLoXz8WYveUEd5wQwnHfn2j34hVZQ3QaB9Uw7gWt8+x4BNB6gouyYx6oG1eqrq+KSNX5AAMNIlIlJYMGk7J4H5WZqzkn92x8XoxjRBPB5rUD+eVDDBdulzLCb0nNB3uAJA7jVT9kkrm/vhiFkI2XojSz1R6p5K58gflJjpSDIn5GwZwcD8XJywV1X4YgDoYovoroJBhBPRT3/VrdqT/ar5VKN7xQiJ86BkUxG633LKWAjxsn5TIaRgmPTCWAi3mr3evzIolsk+8n7VPnHWjlbYrzXG8tR8ZZdRyezBW4vDPK3bi6Fx+LVH9j1IjifLwtzDKtalJ23XTXACAAzq625CTx978Jqt+x5QDvvyjONjR1TIpxTFzCgjRpfvoZF/iUBwLBb7aeh61jOgr5cH6CtcwfBOra3ZzpaG+o2COwUelo6hDbJXumiPZBv7VK8SujpUI6cTfoCudOBMJloYeqTOSJLwL++jhmKABY226m88CzblcUcTQaqv+SldezTAD2hGiYR79buMYTiOpfncn6dstMc0TtHZePXA6dSdm6cS3713LfuEFHbb1QfapRsfc9keFNuFeYVrxUY/92fFQy4RoGNJ4TaGUnW+52cPoejr6NroKQf3LYiJgCMaK0vTut3cnpcQz0tbX0VXkT3mpSAdKvd+Tf/5bdWtSIC+HbUPhtReT5XZfrf/s/fKLt3SQBoBjA+mSzg/D//6Wtu2iIDIGYAw2H/G9tXCoHD7KRMfahw5zzkVxwSwECO5956PPkPv9fxqV7HGGh2LLKrucvF5kSnlyq6fH2NZ/L6jkltxzSs5Tjp6VrlL8qiQFt9tfT0I3suCTkcSXfiK3+jrGfM1XyhwPPK6N65AAbI8XiGpc6rB8pqSkquydF2L7/Tdy1mS2+BAAAgAElEQVRdJfAhWFXROqFvjwAG6VZ3qKGO+kstDWV5p7TiYO2HVsntq5JbhhAQQjTAcW/wc3mFl/LyFhnT4vMWm4evAus2ZTvC+eivf22evXjKgGilN5yjoquhpaNrwOHoqGuEd11ICSYYgbgl4PmDL/7OuOjwThkzBIA2s1S+FCSle6gbGujpG7z42ihr/oIAYOZwpsZd5YWOrr6+rq6Otj7HNGPmduAofTIcJfc7o5qTj9w9jGi9L89W7qmmvqGBno6WuqGZU8kGAfF8o7fc17atEsCApedz79IsXzzV0Oca6Gurq/DsAmp3MC1ZHi2MtOaZWNvb2ZrxOHZByWMSAExfzrQmCBSeqqmpG7u4O7n6+NmH9NGAAaT7falOr37xp+dGbnG1y+h8pyPVi/vyuZoez5CjpSJvFlYwdEoAncyWBJgrf62irqpoHRYfZM21dgrtPCWAGYZBiAYQLZc48uR/9+C5cUjJ+2N6fyrViqPynYo+n6v5XJ7vn/d+XwSYddICIMRQABcTyXqaCg+ePOfH9R5fDASqKDm+GTuWrYfeKP3RKKxzQwrU5miSha6eqqqWLodjqKOi6Fe3cYI+qiJrCIXNDqocXw8XHVO+noHOyy+1Yno2RAAYLhZLrR690tXQNTDk6D1Xdi4Z26cBJnJMuAY62nr6uupP1P3atoWAtrJVv1DPklEiSLeKTf/+z68MONyAun16MUXxt7pF7DmldHck5VMdpA4HI+V+z69lDSS+WC2w+IdvY+bITcIBgoBQZzMNwWq/fanH4+qpaehrWySNbNEE4HC22EnpoUc7wYAl11XuCGGAiPZ68tyVv5TX52graJm6vOk4JgDi3e4MB8VfPVPX0LDxdXGx5GqpuXRtXo68tnumpMvX13whp2ef0LQvBpBuNoVZK/zj18+NfF637DDHy0XeJopfKeoZc7VeKnBdEls2zoEBdDCe6cJXeaCqrqJgF5MebKJm7pE2Q2AlTl/FJKh5kwAWblZGWuoqvVJVUrSKTXLVM4zI61wlgKHPS1nJPpVNZwK0m632FS+4/SapBUEY0SBea/ZUUdV8pWlgZKj9TMHqdcfyJSIYpDU2f1D2b9sS3jCEsgyiy+XuUANlXU0tHV19AwMdDc3IngsK8Emx1pfKKePsjhC6An/9hWOTVGYIO1z+6Vde7wgCwMzxzBvDP8rp6xvo6+kZKGj7NS2xJ5eXiznc//GVAsdIENFyIJqIkvuCW3UIGAgjWuuN1f5CTo9rqKeppa9qFNmzLiUgWm8LkPuTZTO700AHE6kmv5XPWiKH1X5yqro8fW1lFU0dp+y1C0CbI9GcL554dBEMWMJ8nHIZDBiYncFMnf/vH1ScsxcogumVzjS9//cfNd2LVhkALDkdrQnnyz9TU1Uz8fJztnXx90wcZgADiLfehX+C4NdKBvoaT3Rs499OiwjMplhocV0qZXuM83pHRT3T1CExkIOFYj8LAwUFdV2uoaGWkpxjRucKYBjzU1eyjuvdv2MI2Rq0IN3sCNTVVH+pYWBkqPVM3iyhcfaMBgyoyeUbJffq5fObhpCdXclRu/e3zxWUlBRtchfok7cmXytGdh6xO0I0Hfq7X9mU7YowXCx1BOop6mlp6+jq6+vraunEvpfeTRq51xACYMnO2PD7nr7+iW2aAGDp9kB/T09vT3dv/+jyjZAB8WZ/X09vb09X78D4KkUAEGDp5faHqdn1M3xzhN0QLL3cmRqbWdgRkqucLcnZ5sTk/OoZwrLq8MzF/trs3PbFlWE+Wl+aWTmhWSfe4UCiixovvOcSA2KusibZ7ebFztxoW0dPf29X1+Dc1ikGDOK9taXFtSNZOAk631hYWty5oAEwUHurEx1dPX29Xe1DK4dsJgMABvH2ymR3T2d7++zh6f7q2trKgZSAeGthfmXvkpJ9u2h1bqS7p6u9be6Uudha3do9lXzysYQBwPh0aXasq7P9/cIZw5yvfZjfPKVkLSW705Or+1L2EyTLEwM93T3dvX29PV2dMwcUApZW46DR8qmmf8/+fYWbqYO5yT1aut7X29vd0/t+dJ++hgbOpgd6enp7e3p6unv7+hfPyC04CC3cnZ1aOWbgVkYmPhzr7e7p6+vt6e7sGxxZExHAotPN2en10+ulKLU72t3V09fX29PV3jcyuSkR7Q2m+diYB+Y1t7W/a2tpyE91tuFHdZ4TAEp6ujbe3dHV1Tc1v7J3cbq5cSIz58zl3kJvd0fv2OzmOWAA0dHS+46unr7+3p7O1sGZlWM2SYs52Zzu6u7saJ9cPz49Pt5b3TijZXCzHSLeX5/p7mzvn147kAAG6fbSGItpx9DaicxzdRsRcrGxNNnd2dY3eyChhdsL86sHV7RM1MHc9PLWhZQNttycHenp6u7u6+vr6Wyf2BZSN90brGu02VaBn9052Tc00N3b3TuwKbxao2ByPDnS393T29vb0zsjCwE4Wu7v7e3p7u3t6RuYY60XdTg/ubgvuda73fGRgZ7evoktKZbsz04uHUqv/vWpDgKmhDuzUyuyzwQkOVwdn9kVXanD/9/eeX9FlbT7/n859753rbPues895530jgkkNdBNEhSVICJBkiKKgqKIAcSAillwMI6YQUWMCHQDAgZEcuymaZrUOe1QVc/9YXdDdwOm0ZlxZq/1+QF271C7vrvq21W963kc0A/WSSR19ZKa+pftwyz3MDCWSWl3h0zr0MVMNVtK1SMWSyTi2ua2QdtKBmwc75FIampqW3oHx1SqoQ6p3sKqel49q5Y01IlrGzvlGqu+tGakS1L7vO5tz4gRMLATsnfWttbYO2qeamv02GBrrbjmeVXbiF47rlTIRkwEqJG+7n6FlhvZM6qB1kZxdXV1k3RydEgxMak1AWAwDHV3D45NCTfR3dYv19GzNEDQdb9rqhXX1dWJa9+OT713o5a2dQ3rKOf5D85ELX0tLyRiibiurk4irm0fZzBgdrKntUdpsvbguuHWtzKt7dHSyd69G5pa6MIomxs5peqbe0x2veXwq+YGScOLthEamUY6WvtVU3M2pumO9K2U60iRRafobJOquS6bMMbRgdbuSRNQstaqaklDnURc/6Zj2AIYNO0VeYFrSxUGQE6JprkvuNRE/9s37QNGBIABGcYHXr7pHDLYnhCLqv+1uLqm9kXHgEypUSsU1ukroDUKZwVrxHWSmpq3gxMmAAxG5WBv75Da+sIR0ki7+vrHjNzUsWqorb6mVlzfUC+uefa6b9QIGExD3d0DSv1sIfS4F9qN/R3NteK6+rramjdKs+0jzVB715DG7Gxd3NSFqrvttbi2uqlfjxjNQFv3sJ61VamitVU6af1GaOp50yCRSMR1dRKJWNw5OXc0H0cjdFo07dzFz5H7FH3tnKiYYABdx7XdqcmHxSwBoNn3X/F9n840aa52Pma96sevaf24PcmswiBMMNAvDgWHHXyl/8jYV1YJPiso18fIN1s5J99dXBfgd3hqNomSZC1fuOqikgBY5vzmNUvN/5Z6nmv/z45f9YEDrUb4LCM45lSDfsYs0Ec1mVlKO+cVP7YNfvTdferhH7//bHc6ozI/uq39xi5llobwoYvO3hg//4qfrtSnqEMmex8fT15/UUoT+MgcOJ9TvZ8WzvezKvDTlfro3vUTiuE0IiTE+tYTcfiXxZh1/Nlvlu2ETB84K9YdnM/jcAgh9jsgQlhraI/J2tPrloXmvrAAIsyMqBME2ZUH2Y61OxWx+5cgYtsZ2z/9U9utO1sbLZljHyCOH81RJML97XASu0SydiW3ViZhCWDdg7j5vgfrdDPudOoogqZVsJfc6YRzHDtjI2t31JT6DnsSh31YAoxFVndxg49b8IrIiLClQT6hUQmFYpnaGm0cTcnBYa+po0x2p52upRlaEOe7IPZyO2o6lyJkqpJnyGqvCHFSxP755JZP3I9dGHjg2ahxtvqfrWnMqFuYvW4RmfMjx8LM3GeOrs3ucMfmMHdTnTpkpmoOcszS6GbT91Pb2nR/4vQITZ3fWbg528gsjwQieMazNFfbIdOXsHsAHFWwq8YP9ZYfK+7Mdmd9Yh1qkjKq5P3DFq5C5r4d5NA/E/vSzlq971PwfV2r03Myc/85Hra5G+9HKfXJvetcZfhz5SN8D7RGKeuXqr9IAodvAGait0Omov/sd8qaR9uaG5tfvWpubnzxtkduAOwcy+avBgLAWCft7lca+Hw6PH80f+m29jvyzRghz7fBtxdTn4fnm4TMPRbk+VS+ISOcZX7sL8w38pQT6yQtIoT9wATIX4lvRB0eHp6P4hsyQh4eHh4eni/P5xghZhiGYpgPZXj6wiCMaJpxzFr3eWCGZb9OzmjCsizFMHa5uL4QBNPMh7Ljfsw+76te9v1Jzr5kLSGWnisuxm8CM+xvfzzgK+o45+UYimtTv0FBHh6ez8XeCDH6qHb4hzTUb2JSdM74PTxfEMKwLO2cH/GL8jvr6NSg8O+bNp2Hh+czRoQ0/eJwiEgYvHJ1znMdAfRJXRLBDOucXP5DcBHHWfmry1sErq4hqfnXuwkA+ozhC0YMADY1n87ak3+7kwIuBNcXqUdC04Bg4nFe2ipfj8URJ+uGzQS+iH8TlgBWP86O2V4+wLyntIzi7tY1ux6PwqeuJkQAmBjljw6tSrkxHbj5a0AwC4CZ3geFezYW1uvJLAnVPhOMaACslxxO33v0UR/9+cpimgYE45V7UyOEnm6RpxpGLF9Ix/egfbZrWWBQUEBg4LLI3DrjVN5mHh6e3we77BP0q9OrY/Y+G4P39aSM/u3N9cKMuz19/T3Deha+/gCRYEwATzYVFaQlFdZ19g1Jxz/XY6zd5bOciLiU4lcWmDOf8KeCEMsSQC0Fy9OO3qtu6xwY09FfauqPsATw+PUo18jz7fT7jHDwfNiimOvy98o3a+EBMNENXNv4s/BUL5k7TfaXkJIFwHTrlYz44IxHGgKY/hQjxJgBwKaWkt2bMn9pmCAwnQIbsxQA1lakh8RnlLZ9thFadXx9aOmGworats6Bcf0X03Fu4ZrzXdNKe3t7e3q6HuWH+kZc7ibfyBQID89fBDsjND9N+8f/Db0iBW6FI8MiRDDNsjTL0lbDwLRu/H6eV/Idu5gaGFHWfdipqJiIYIbFiGCaYWhuIosAwkg18OT4lpSTjQzNMhaWYIIZlqFZlmbmnOxCGCFC9G13DmbHHHsJ2BpWgCCMaIalWZZyCC9EWOt2xnk7YimaMjGY1T3PjV2Xfv6NBQCziEHsjP0JgxCLEYNYimFne1WVsNajWO5nJJalEWIHr0bGHLrbq53tLpC1iujpn50ww05vtN07Zli72WmCaJZlCOCJ2wk+cZc732uE0strvJNvyzHNMhTL0va3P63jlJTT2lEsSzPagVtb3UOK+wlmzBRjd+AcI3iCMKIY7oTT9YYwYhBmCaIZhmJYZlpTgjBL0bSFYRnzu2vZ68N3PNU6GCFhEWIQZrHTsYRFiEWIxSxFUWYMWF+1PcTFZ+vdYQIYEIs5ZS1GBrOaym0Rqdk3OygAjOyVnWvx+Ow6Dvwavqagol8/c3/MsIglVuEoBiEAhK0V6/Crs12FT2+3tSmb7rYvHKYJmc62j758o5v/6Rb4zCBBPDw8n4P91Chj0dt3gk5Y27P0fKJXVjW3Ec94iXzOr+FcQkU8+TQ3MiD/zQd2tgdhwADGzis7EpOuyLiSYOT8QgQXs46waI7t9jdF1+5dnbTpQgsFwDrnafyYBQDW5JD2d03RBAO0FC6PL3huzYvrEC5n5qiCME4nmZls2p6J22u9Yz9ohNGCxJvDM87JjcPs4byQ2EcxZaTXtrgFn7PlW/7AcGRGLc1ZeE4+x/27rm1LDst2MsLZmPW1F8KYLWaTddjqqKzp8dYVKTtuddJAWOeR3GzBdJx1RJyOb44siz8iVs3UcSbIPrPE1G06V/icD5XdDbKIoRgWQfN+kdv+2lkLzMPD85WwM0JGcW9bzK4nY4ABmQduZ0Sd71bfjvMW+IqCVkZfkxGwaB9tF3h4CgQeXl6ByyJL2gEDa6jb4+IpDBD5+EUknWzkeh+jvOHXHam/to1cDl/kKvBZnpBRpSNk6PnBEBc3H6GPl6e7MGxdUStgtaQg0tUz0N9r8bLEbQ8UBDBtH62D66qoPsmp2H/Pdxf5ebouCNt0+PkYYFC9Kc8NdhUE+bm7rN575Q1NgBhZwKBpvJ4d6CoI8nNziTtU3sESABMAprtuHF7r6rnYxSXj2o1ze7K2bjrbqCeAYbji5EZ/d58g0WLXdSUNQ1y/1nIqs/jhrYsHD0f965/x5+rkZrBNtRFEIcDQd3FnrMjdJzDE133xjrI+M4Gxmxkx/gsWeogCBW7zM672TzLAZQBgWYwBmk4lrvTzFgUJ3V2235frKABMXu6PDxV6CwOChD6+Rxq5jlv3bEfU5tJ2I2NNKVIcvuJIjR5jdVmC4MNGuMZ7/b22ihSRr1DkH7xyt8Ro68fHypL8fP0D/Hx8AsPibg4RwAgwYFPjIW9fb5FwWXRscUNNntfSk2+MldnBcYXNDOeFprH6M1tiCsQsmc7zwtmnUXo/499uwiCRIDB+e2kHV4aJ12XnD+y+0dx5ZumCRe5eUdsOv9Bz1yKjjb9uWuTh5uGeeOjILxfPZIVtechNjbJWn5Y+OHG2+Pz9Z8/3By9c7O6xfEexeIQAgs5rBb+Unrl44Urif/3nyv03+whMVhzIzjsrHiWACWDz2wt5MW5eixcuyiq/X7w1bVv21bdGAAzSWwdTRO4+QUJX102lrWOAAewGZ5yOvee3x4g8fAKDfd0XZ98doAiM3kiP9l+wyEMUIHBbkHltkItOjrjIakx19qrTL2UP96REBvj6+vrm1WOQ3k0IX+Lj4+u38dogja31g2QXVoYGeAv9/fwDM+5YU8xgVcXm8OJ21f0NSwNFIlHg0qL2qcBUNhEnH6d6LNxRa+GnRnl4fk/sjJAeKAlzjb05DBiwubd42XyvJRtL24fk0r6O4jS38HM9GBvlHY/yV3mvu9QlV4xoaMvY25K1ay+8HZAO9LaKj8csWL6/0QwYDMOSfM/vfKNzK2Uyef/Lp3kpvqk3xhiT6l3thW2rQnaUSYdGxlVjvfePJUVsrxySSnt7pIoJoy29gEMRESaUWdN698D66NiCpzLFuNpINE1XUyPCt1xuHpRKB6subE9O2lE2CAgmnp1dGx6dc+PVoFQ6+PhsetKG/EfDgGC04vCq8LX7yzqHZLK6S7lRP/4jZPfNHgSau7mh4etOPWgdlEoHyvJjErb/0jgBGFrPpi/7Yf764uftg4OjGiNjLQxBNAYEPefS/WJy7jZ0y+UKueTs6iDPdVdax/XjyrtZgRHbf5V0yMb01mioCLOIgKX5wMqY/LKm7kHp4ODgqJrBiG7cF+257uSrjkG5XCGvzBOKRHurNBib7q/1CD/z0maELQdcFmRV6j7OCGWXo9w9fYW5lUNymaz/6cHlPmGXeglYBq6uCxbuvS+XDw8P9LWfTZi/JO7WEAFd27lEf+Gex3K5vO/tw7yAeZ5LY662o4ETUf9asvcVTQCDcUh8NEq4oUJDMGatkRIBMKjbn51OSSvtGJAOdklu7Y7wWFvcQQDDeOudjAX/vSTtVI1CNtT97NLmpNCcxxYCxqbr6eHL151/MzQ09PrBmZQF/+m3oaB20sEI5U/PJv37f/mnFz7okMkH64s3r4jYdLGXwFjFvlXffbf6QNnrgYERpZoh0Hs+fU3yrnuDBDDIb+eGhqecqOgekslqirPDf/jHigOVUgzj13cErUq/8LRtUCoduJETkbj3ZrsGMJfkxKpjV9FGUeyuisYeuVwhF59eFeSZerV9Qj+mLN8aGJFd2tApG9MztuTPXBrCp9uWec9fsq+yRSaXV+0JCg70cgs/+LBNOiyt3uXhm3ixVUcBYO3d9XHHH7f2DEhl/RVbXXxTSrsoFgCPXY/x8PSKLW6SDsmHh69vdQ8pfEVsg8j606FLgwMEbhFFLSaGHw7y8Pyu2Bvh4KXV3kl3FIABm3pKorzjr3RxWarJ+KPMxeseGgmw5nenYgUZD2kCgAmmLTqV2XYGVfkW742PzYBBL6spWOm35cEYSwAwmXh1ZZNoRz0AGAYf5K4J3d8IGADrOq9udvOIuzr23tknbm5t4tW5jLjEX7iRx1ht4ZY168/122alWi/u27rp+gShqvekxGZclVu3o8bjOVnZ97XY+HBbXExWaR+33TxWsW157OZrcqK/uzE6paDKmisHGyu3bcktrNYQ6DmZHLX+YJXCceoMIYYFQJ0nIsPTS5rUtqv0nIoUbDjySkfgdcHS6H2PhrgEOlNGCGCs3uzpsrKozRY1GMBUny0MzatS2CbW6Prd3ouzy3VY9zhVFH3utc0IWw8LPHIef6QRSi9He8Web+GyrgCrLU93Dzj9hvSWxrpFXRmxVbJu+MK6xctLWnFrSYRn3E1rglM8+ursBo9lF4cISB/mLA/a04QIMg09OxEbmP7UAsA6vFWEzCa9zprhFlQtv6SH7KrHgGHs5fXssOX7xDqEATDdVVa4MerkIIHW0xnh0QdfWsupbyzakBCZ89RxRDhceSR1dULRWwM352moPhYbG1/Sx1oe7otbvbG0i7ZWHYbeS9sSN+y9LyeABi5tiEnMuzvEVaNJcSt1SVx2xTieKE2MTCtqNFurV3t7/caDF5smCQDGxKpjx7HwlZsvvtTYdOw6Ee6VdrxFT+DlweDo/KfD9LSOViOknmeEhO8tGzAAYIB3Z5a4J599p+QK/G5/gFv2nQkjAczqJ3RTddWRJ4w+/9ZMA+CJW2u9o0690HMfsfXZrvE3R6zZdvCT3IVeOyqVYzrqj+8UeHj+bjgZocDeCNdXTgImBBNa/WSXi9/JLgK0+tWJGMHm+9yMF2BC1Rz28vT2F4l8PDy8gpbvfK4DDHppdUFk0M56FjAhGI2/u7BFEFk6TkDbVbY7elmeGGNADMHmkZdXtvv+v59dwtbteTYBGGgGYRY5rGLmjHCk4czm2ISiFoIB0Ej9uUyf7118A/yEPkKRn9D1+4URWTdHibm+cL3nD66+/n5CH6HIX7jofxZG51XqsOr25qzskxI9AWIkgE01eWsSNl6VUprKXWs8flrs6ycS+gj9AoQL/+m6/kytlkDP8bVrthc1TRAuY6e1JCzLEABleXJAaoF4gCUAFIUxQPW+kG2nXowRaDoQsjq3olfHhYqfKj/LMKah8k1Ll/guWrho14MJGqDv/BKvzFtyLcEADEMwGMvSPXPKNEjzZIMoqviVgTNCpqXAy32mERIWoZkBARjp5WhBcpnSpiZdtcvX72gd+2ivq9+hdwSA+1WSMrw5mxh0uhG1lKwKONJBAGgMmBhkt7e6BZ+TETANPd4V5n/gDeCJ5wdihJmVFmKf/5r7vdM4XL5rkatXoL+/j9siz5UJx5powDDWXLpzdVRhKwZMCGb6KvNTl26rM0HLyd3Jm26PEyAmAphpv7FzfZjtZZmpEWHFoQ2JW64NEMA0RkC9OJecFHe2i7VU5q5N3nlviADCFIUBQ++lrQmpe+7LCaCOM0nb911uNlmV1T/aFpaw/Z7SMnozc5X7z24+VmVF8//plnn1pdUIOR1HyhICNhytlyJs07EqNzjrTPMEgRf7l6zOezigt9ORM0K6anPQ6pMSLisbdJYsEWSVjxu5muk8FuK+8/aEAQEG6L8ZHeonEPgIfUU+Hi7RlzopBgBP3IoXxJf2WZ8o9uUBd8H+F9aEYrjz/LL5Oxvhj+8ReHj+hrzPCNfdGwUMgAmtepTt4nusnQCtmTJCwLT2ZXGCX9D+WoVyZFTe9e7qVv8tT03AGWFE4A4xl3cUjb8t2eQVdkVJQNdVvjcmNF+CGcRaEMGATIaJYUVnVUlWbMKZd7Mmb3MwQsAASFF1ZEtM8snmiVHlsHxYoVQqRlUGiqDhir1pa9N/eTM+qhyWKxRK5cjYpIEGNHAtI3Vj/oMRgpERAaYbDsYnpV2Vs5qbm+JS993pGFMqFcMKhVKpnFDraIKh7URyzNbTDU4plRFiEADdmLsibl9Zmw4jZDEhDLrbqcLUAy8mpo0Q8Mx8p7RudHR0ePBaasjacy9p5ZN0Udy515MUQoiiEAZZ0QqXrdc1WPMo1T/2fIuBQojBgHqOf9qIULCuYhIQQgxClOzXGIHP4XrSci7Me1OVniCaQQxGZsOzPX4BJ5rw66IwYaaYAkSxGIFltGK725KifgKYGmv9ZZNf7IU33ZfiA460sXar/TiBTLKH+auXRJ1+qVCOjEmbnpzeujK3AQNnhFGRR95wLw8zvQ9yk0MyxQbSejojOulcL8HIxBKMe8r3bli5/YmTEd4/mJaSeUNKgGEQgrFHBeHL4ot6GUtl7trE7eVSApjQzkbYVZSSlHni+bhVWUtVdmRS1r1xdvRC4pr0Yw+7RpVKhWJkRDk6OqmfSuHN6Ui92LM8dv+9Dr1NR+3Ndb5pBc2T00Zop+O0EUYVVo9yaXjbzy3xyryl0HG/i7cfDXbPvjVqANDWZi9xS/21Y1CuVI6qJXtFcZffWUeE8YK4K13WxaBsU767R17ddGZNPCNbLA8Pz++DgxFeXuObUsYZYe/5aGHq/SkjfJzj7n+ykwCteX0yzjejQk8AsHmytjDUK70eADAwb4vD3IN2SzgjrDmyKninxGaErec3+0SWjhEwdN9JD/XbcM/glNG0v2JPWHDeOwyjDUcSQzZcaAcMmEIETxnhi7OZ8Unn3gIGwFjx6OiqZbHH253mVNHQ7dzly1Mu9Dlv77+SFRS+qbSHAIbhByfjf/yPJXvKpIQMFa8TRu96PGNutu1USlzWmRdORsj9toRR055Ij5RTrVzqdk3VxsDA1KsvNRhAnB8as+9B3wwjtKN5q3BZ/hM1MlWtF2hQKcQAAAcQSURBVC3OqbDWg/T6Co+QPMkIi8nb/X7uCSUDCAAzT7csE7ouyKkyEKwuT/KNv9JFswCYvDy8MmTzdbnTJRjp5dUCD2HqIwMBDCA54uEeXapgQPf26BK34Mt93G7M03w3QfxdFUPG6vMCPVZelwMGMPYULf3RPST6Yg8BDLRKdnXtd/PcQiNjT3cSAGoqHBpnhLrOazmhIXltBAAT5eN9QT5RJ1q4qdFru6KjClusRthXuT81JP0ZAqr2xOqg8LxGCjBoWsozF/5vYVqhROVghCPVRfHf/7Dm6GMFAUC9v24M9998RcHC6I2c5HU5d+2MsO9yVtLGfZVSAhi1n0kVRe24P0gAw+DNg9E//EfowccKgnuPxQriCxrUs6pg1fHFrnD39WfauSTs6qcbAoLSrr/WYIDavKUx+x/NZoTPM0Kij9dYjbDjlxCfbbdtRth5bJkg5/aoAUBdEesScbGfAAagajOEHtEX2i0MAJ64neC79tdumxE2H/Dy3t9gGxFKTi0Pz6ywvgH0x/cLPDx/K+yNsL9k5aKYG8OAAZu6ila4xN/h5tkIPfkg80f3w20EaHXz4QiX9eU6AgQTYhyr3xc6z83TSxQalnbmzpmE5PtawKAbrMpf5p1RbTXCsTdF6xcuPS8jgI2ypnMx//jvnwLWZB4sf31ry3f/dg/w9VjgsTT+0FMzC0xvzf6oxeFHXoOTESokx1Mjo0+1AAZkwcDQ/Q9Pr3P/0cXb30/kMf+n5ZlnxJMEgKba7xxOdPvJxdvfT+Q+74ewnCuNGgJAjTw9mh78L5dF83+MP371XG7mzl3H61QEKGPj2e1Ri+e5evv5+3nM+351wYNOgqHt4JrwTccko05GCNaF2+beS8mRop9cBf6+i3/0ybrVMsYQwICf7/YP23m3RwvY1oGyiCUAXVfjV/i7uHv7+bj9FJxXPawjGIjxZUFgoI+Lh7fQx33BkkMShRkBsEBML/K9vAUeAvfFLrseVu5YuHD7Qy3GqpurXSLPt9MsAIKmfO/5UcUDTkZID16IcMl+8Ginq6eXwMvH02N3rRFhAIxMyvK0710Evj4CD4HIL6lUZsYYACPtwI2U/1nkLvAMWBF+6G7tsXCvwg6u+9ZJLyT+nwV+0ec7CAaGtRupIAKYoPGeu1kBP7m4uQfGJGceuXwmPeupBTCMvri8dUXogddWI+y+t3utMLFsggA7+ebO/pX/XODiOj8yK//U2VN5qRvKxxyMUFZ+dNvmmLSc3PULXRYs/C5k49Fnwwxg6L2SFReXeWtw2gi7SzZFJ+VUDBHAAJbhir0pQd8vXjTv+8Si8pLslOwDF19pCVB6ceGm8MXzXAV+/n4e836MO1M/SJOpF0cxSwEx91xIiJjScfud1nGGAAb0LEcUtrvC4QuN1QifpPqsKHiq5Izw3WnfRRuvDWs5I3x3UDRv6/UxPQuIkV9O9RMKvDzcXONLHp5cHX253UwD4PFrq1xWXeiwGWHDnp8X7BLbjPBxzvc/R1wd5o2Qh+cPwCHWKG0wmmky428AxFp0RooFwARZTEYTM52emDJqVRqNRqc3MJixcIcQlqUMRgtj24ehLXqTdVoPsRaNVqPRG4wUazaoVBqtWqPR6I1mApiVPi/ZsSJHTCNgHeObIJY2mcwUAmx71xyxZo1ao9Zq1Rq1Smc0MdZRC8tMb5/UGc3WohLaYlBp1Cq1wcKyNEObKes6DZoyqqf215soBBiw2Wwy0+ysVcYFFjAZdSqNRq3RqPXUlFMyFpORYmaOBRmLXqPVqDValUZrmK46Vq/XWk9isF+Oxuj13MktiNB6o4UhgAljNJooTBAAajviFfVLu3lG/BfMGI0MJha1RqPWaLX25ySURqvhtussdgvsMLddqzXQGFijgWK5FYRm5bPCCP8tT0zE6TWZKbDFoFFpNBq90cQgxmKhOaEZi8FE2VbRYZoyG8y2fp8xqTRqtVpvpBgWMybz1Lu4tqnRQ2nJm690mo2TqvFJtcEmHKYsZpPFPrYcpixmEzW1zIZQZoNKo55UGSiEKJqeEo62GOyUNdOOa0zfoyNtMRqpWYPusiajycJaX+lkaaPeMiU3shgNZsb2kVVxjY7GjMVs/YXVKqLtbIjSGyhm6qKUcaqueHh4fl/+TGmYFK/uFG7KeW4mGJjZopnwAIaRq8nRJW301zo/AQxgGq87ujYw6xHl8JrM17qi1QgfFKRZX5b54yuZh4fnb8WfyQgRYi3UV+vi/yJgymz5euMGBIDBLK85uMJn83MT2JYPfk2sRjh0Lz85ZsPlXgKY8KmIeHh4fk/+TEbI8+eAIMSYKebrX8jhogxDW+aYjubh4eH5mvBGyMPDw8Pzt4Y3Qh4eHh6evzW8EfLw8PDw/K3hjZCHh4eH528Nb4Q8PDw8PH9r/j8zEtc5Ru3eZQAAAABJRU5ErkJggg==&quot; imageanchor=&quot;1&quot; style=&quot;clear: left; float: left; margin-bottom: 1em; margin-right: 1em;&quot;&gt;&lt;img alt=&quot;&quot; border=&quot;0&quot; 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&quot; /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Sylvia Plath&lt;br /&gt;(Unabridged Journals)</description><link>http://kissmyroti.blogspot.com/2012/04/quote-of-day-on-gender-inequalities-in.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>3</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-7382751123606327055</guid><pubDate>Mon, 16 Apr 2012 20:47:00 +0000</pubDate><atom:updated>2012-10-13T00:55:23.555-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Media</category><category domain="http://www.blogger.com/atom/ns#">Pakistan</category><category domain="http://www.blogger.com/atom/ns#">Politics</category><category domain="http://www.blogger.com/atom/ns#">US</category><title>The United States is having a Pakistan moment</title><description>&lt;span style=&quot;font-size: small;&quot;&gt;It may (or may not) be surprising to note that the Obama administration has utilized the Espionage Act of 1917 (&lt;a class=&quot;external text&quot; href=&quot;http://www.law.cornell.edu/uscode/18/usc_sup_01_18_10_I_20_37.html&quot; rel=&quot;nofollow&quot;&gt;18 U.S.C. §792&lt;/a&gt; et seq) more times than any other president in recent history. As with many aspects of this administration, it seems his assertion to &lt;a href=&quot;http://change.gov/agenda/ethics_agenda/&quot;&gt;protect whistle blowers&lt;/a&gt; in his White House transitional statement (circa 2007) seems to mismatch entirely with his actions over the last few years, most notably the case of&amp;nbsp; NSA whistleblower &lt;a href=&quot;http://en.wikipedia.org/wiki/Thomas_Andrews_Drake&quot;&gt;Tom Drake,&lt;/a&gt; who seems to have the rather dubious honor of being one of four individuals in American history of being charged with  &quot;willful retention&quot; of &quot;national defense&quot; information (in case you were wondering all charges were dropped), ex-CIA Agent &lt;a href=&quot;http://en.wikipedia.org/wiki/Jeffrey_Alexander_Sterling&quot;&gt;Jeffrey Sterling&lt;/a&gt; (arrested and charged in 2011 for allegedly revealing details of &lt;a href=&quot;http://en.wikipedia.org/wiki/Operation_Merlin&quot; title=&quot;Operation Merlin&quot;&gt;Operation Merlin&lt;/a&gt;), and &lt;a href=&quot;http://en.wikipedia.org/wiki/John_Kiriakou&quot;&gt;John Kiriakou&lt;/a&gt; (charged in January 2012 and &lt;a href=&quot;http://en.wikipedia.org/wiki/Indictment&quot;&gt;indicted&lt;/a&gt; a few days ago on confirming the use of waterboarding in interrogation during the Bush administration).&lt;/span&gt;&lt;br /&gt;&lt;span style=&quot;font-size: small;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;span style=&quot;font-size: small;&quot;&gt;If this wasn&#39;t disturbing enough, many journalists are being forcibly involved by the government to testify in these hearings. For the prosecution of Jeffrey Sterling, the Obama administration subpoenaed NYT journalist James Risen three time to testify about whether Sterling was a source. In the case John Kiriakou, veiled references  to “Journalist A” (Matthew Cole of ABC News),&amp;nbsp; “Journalist B” (Scott  Shane of the&amp;nbsp;New York Times) and “Journalist C” (Richard Esposito of ABC  News) were mentioned in the charges, but ultimately dropped from the indictment report.&amp;nbsp;&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;span style=&quot;font-size: small;&quot;&gt;This trend underlies a clear message. When it comes to national security and intelligence, raising alarm on harmful/unlawful practices or abuse is not &quot;whistle blowing&quot;, it&#39;s &quot;espionage&quot;. Of course, the involvement of journalists in these legal proceeding casts a chill on future journalists considering using intelligence source.&amp;nbsp; Legal impunity for intelligence agencies AND&lt;b&gt; &lt;/b&gt;institutionalized harassment of journalists....&lt;span style=&quot;font-size: small;&quot;&gt;&lt;b&gt;&amp;nbsp;&lt;/b&gt;&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: small;&quot;&gt;&lt;span style=&quot;font-size: small;&quot;&gt;&lt;b&gt;Welcome to Pakistan&lt;/b&gt;&lt;/span&gt;*.&amp;nbsp;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;span style=&quot;font-size: small;&quot;&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;&lt;div style=&quot;text-align: left;&quot;&gt;&lt;br /&gt;&lt;span style=&quot;font-size: small;&quot;&gt;* I would like to point out that I am completely aware that the United States is nowhere near as unstable politically, socially or economically as Pakistan, but in making the intelligence apparatus immune to oversight I feel is a step in the same direction, although in Pakistan journalists are threatened, beaten or killed (see &lt;a href=&quot;http://cpj.org/killed/2011/javed-naseer-rind.php&quot;&gt;Javed Naseer Rind&lt;/a&gt;, &lt;a href=&quot;http://en.wikipedia.org/wiki/Syed_Saleem_Shahzad&quot;&gt;Saleem Shahzad&lt;/a&gt;, &lt;a href=&quot;http://cpj.org/awards/2011/umar-cheema-pakistan.php&quot;&gt;Umar Cheema&lt;/a&gt;) and security agencies (there are more than one) deal with &quot;whistle blowers&quot; outside of the legal system. &lt;/span&gt;&lt;/div&gt;&lt;br /&gt;</description><link>http://kissmyroti.blogspot.com/2012/04/united-states-is-having-pakistan-moment.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-7233210340826757518</guid><pubDate>Thu, 08 Mar 2012 20:42:00 +0000</pubDate><atom:updated>2012-10-13T00:56:15.571-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Daily Discoveries</category><title>Doodle(s) of the Day</title><description>The art of procrastination (or what I do when I&#39;m bored). &lt;br /&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://1.bp.blogspot.com/-40MjTplLX0s/T1kYOoVgygI/AAAAAAAAAEY/kyaz2bn--k0/s1600/Doodle+1.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;250&quot; src=&quot;http://1.bp.blogspot.com/-40MjTplLX0s/T1kYOoVgygI/AAAAAAAAAEY/kyaz2bn--k0/s320/Doodle+1.png&quot; width=&quot;320&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;a href=&quot;http://2.bp.blogspot.com/-QIuR1PGEs88/T1kZft4TSLI/AAAAAAAAAEo/7dQVyCVN7qE/s1600/Doodle+2.png&quot; imageanchor=&quot;1&quot; style=&quot;margin-left: 1em; margin-right: 1em;&quot;&gt;&lt;img border=&quot;0&quot; height=&quot;320&quot; src=&quot;http://2.bp.blogspot.com/-QIuR1PGEs88/T1kZft4TSLI/AAAAAAAAAEo/7dQVyCVN7qE/s320/Doodle+2.png&quot; width=&quot;314&quot; /&gt;&lt;/a&gt;&lt;/div&gt;&lt;div class=&quot;separator&quot; style=&quot;clear: both; text-align: center;&quot;&gt;&lt;/div&gt;&lt;br /&gt;</description><link>http://kissmyroti.blogspot.com/2012/03/doodles-of-day.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="http://1.bp.blogspot.com/-40MjTplLX0s/T1kYOoVgygI/AAAAAAAAAEY/kyaz2bn--k0/s72-c/Doodle+1.png" height="72" width="72"/><thr:total>0</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-1985989709271930635</guid><pubDate>Wed, 07 Mar 2012 18:25:00 +0000</pubDate><atom:updated>2013-03-12T15:37:29.191-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Islam</category><category domain="http://www.blogger.com/atom/ns#">Minorities</category><category domain="http://www.blogger.com/atom/ns#">Pakistan</category><category domain="http://www.blogger.com/atom/ns#">Religion</category><title>Whatever happened to live and let live?</title><description>&lt;div dir=&quot;ltr&quot; style=&quot;text-align: left;&quot; trbidi=&quot;on&quot;&gt;I know its been a long while since I have posted anything &lt;u&gt;of substance&lt;/u&gt; in a long time.&amp;nbsp; In my defense, I do have some valid reasons: &lt;br /&gt;1) I was busy writing up my thesis and preparing for my thesis defense. In case you were wondering, I passed.&lt;br /&gt;2) I was also looking for a PhD position. I have made some significant progress in this regard. &lt;br /&gt;3) After writing my thesis in two weeks, including last minute data analysis three hours before my thesis exam (yes, you read that correctly) I wanted to get away from writing for a bit.&lt;br /&gt;4) I wasn&#39;t sure what I could contribute to the discussion on &quot;Memogate&quot; (other than the fact that we need to come up with a better label. I prefer &quot;Haqqani Leaks&quot;) or Imran Khan&#39;s &quot;tsunami&quot; in Karachi (because nothing says reform like a tidal wave causing mass death and destruction) that &lt;a href=&quot;http://asiancorrespondent.com/author/five-rupees/&quot;&gt;Ahsan&lt;/a&gt;, &lt;a href=&quot;http://cafepyala.blogspot.com/2011/12/game-afoot.html&quot;&gt;CafePyala&lt;/a&gt;, &lt;a href=&quot;http://afpak.foreignpolicy.com/posts/2011/11/22/missing_the_forest_for_the_memos&quot;&gt;Kalsoom Lakhani&lt;/a&gt;, &lt;a href=&quot;http://tazeen-tazeen.blogspot.com/2012/01/more-equal-than-others-in-death.html&quot;&gt;Tazeen&lt;/a&gt; have not. I only participate in discussion when I feel that I have something useful to add.&lt;br /&gt;&lt;br /&gt;The reason for this post, following my prolonged absence from blogging is this&lt;a href=&quot;rawalpindi:%20Complying%20with%20the%20demands%20of%20the%20locals,%20the%20police%20on%20Friday%20barred%20Ahmadis%20from%20entering%20their%20worship%20centre%20in%20Satellite%20Town,%20Rawalpindi.&quot;&gt; headline&lt;/a&gt; (first spotted by &lt;a href=&quot;http://asiancorrespondent.com/77255/three-news-items-that-dont-make-sense-when-read-together/&quot;&gt;Ahsan&lt;/a&gt;):&lt;br /&gt;&lt;br /&gt;&lt;blockquote class=&quot;tr_bq&quot;&gt;&lt;b&gt;&lt;b&gt;RAWALPINDI:&amp;nbsp;&lt;/b&gt;Complying with the demands of the  locals, the police on Friday barred Ahmadis from entering their worship  centre in Satellite Town, Rawalpindi.&lt;/b&gt;&lt;/blockquote&gt;&lt;br /&gt;I&#39;m well aware of that Pakistan in general has an abominable record with religious minorities, but this headline takes things to a whole new level. Apparently the local population of Satellite Town were not fans of the Ahmadi &lt;b&gt;mosque&lt;/b&gt; (NOT worship centre), so they decided to prevent Ahmadi Muslims from using this space for prayers by demonstrating outside the mosque. About 700 protesters congregated outside this mosque, alleging that unconstitutional activities were taking place inside. As a result, the police prevented Ahmadis from entering their own mosque to attend religious services.&amp;nbsp; The community of Satellite Town, Rawalpindi has decided that this mosque can only be used as a residence and not for religious purposes.&lt;br /&gt;&lt;br /&gt;Imagine if citizens of a town in a US, Canada or Europe had decided (through consensus) that the Muslims living in their community were no longer allowed to use their mosque for religious purposes. The majority of Pakistani newspapers would be running this story on the front page. Op-ed columns would be accusing &quot;the West&quot; of racism and discrimination against Muslims. Certain talk show hosts (ahem...&lt;a href=&quot;http://www.youtube.com/watch?v=1lxKL9qUeqw&quot;&gt;Zaid Hamid&lt;/a&gt;) would hold such an incident up as further evidence of Western Nations as enemies of Islam.&lt;br /&gt;&lt;br /&gt;But this hasn&#39;t happened to Muslims in &quot;the West&quot;. It has happened to Muslims in Pakistan. Muslims who are constitutionally considered as heretics simply because they do not ascribe to the same theological perspective as the rest of us. There are no front page headlines, no op-ed columns and no talk shows dedicated to this injustice. An increasingly beleaguered minority has come under attack once again, yet we choose to remain silent. &lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;/div&gt;</description><link>http://kissmyroti.blogspot.com/2012/03/whatever-happened-to-live-and-let-live.html</link><author>noreply@blogger.com (roti fan)</author><thr:total>2</thr:total></item><item><guid isPermaLink="false">tag:blogger.com,1999:blog-8144377839001232231.post-4525929255264119714</guid><pubDate>Tue, 24 Jan 2012 22:06:00 +0000</pubDate><atom:updated>2012-10-13T00:56:24.851-04:00</atom:updated><category domain="http://www.blogger.com/atom/ns#">Daily Discoveries</category><title>I came, I saw, I voted</title><description>&lt;iframe allowfullscreen=&quot;&quot; frameborder=&quot;0&quot; height=&quot;315&quot; src=&quot;http://www.youtube.com/embed/JPSIAqBHpZE&quot; width=&quot;560&quot;&gt;&lt;/iframe&gt;</description><link>http://kissmyroti.blogspot.com/2012/01/i-came-i-saw-i-voted.html</link><author>noreply@blogger.com (roti fan)</author><media:thumbnail xmlns:media="http://search.yahoo.com/mrss/" url="https://img.youtube.com/vi/JPSIAqBHpZE/default.jpg" height="72" width="72"/><thr:total>0</thr:total></item></channel></rss>