Maths-
General
Easy
Question
Of the following, which is closest to the ratio of the total number of insects in all three colonies in week 8 to the total number of insects at the time of initial treatment?
![](data:image/png;base64,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)
Three colonies of insects were each treated with a different pesticide over an 8-week period to test the effectiveness of the three pesticides. Colonies A, B, and C were treated with Pesticides A,B , and C, respectively. Each pesticide was applied every 2 weeks to one of the three colonies over the 8-week period. The bar graph above shows the insect counts for each of the three colonies 0,2,4,6, , and 8 weeks after the initial treatment.
- 2 to 5
- 1 to 4
- 3 to5
- 1 to 2
![](data:image/png;base64,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)
Hint:
Hint:
- Here we will make approximation using bar graph and then find the answer.
The correct answer is: 2 to 5
Explanation
- We have given a bar graph that represent the insect counts for each of the three colonies 0,2,4,6,8,
- weeks after the initial treatment
- We have to find which is closest to the ratio of the total number of insects in all three colonies in week 8 to the total number of insects at the time of initial treatment
Step 1 of 1:
Number of insect in Colony A for week 8 is 18
Number of insect in Colony B for week 8 is10
Number of insect in Colony C for week 8is 52
Therefore, the total number of insect in colonies A,B,C for week is
18+ 10+ 52 =80
Number of insect initially in colonies A,B and C are 80,62,58 respectively.
The total of all three colonies are 80+62+58+200
Thus, The ratio of the total number of insect in all three colonies for week to the ration of total number of insect initially in all three colonies will be
80 to 200
or
2 to 5
Hence, Option A is correct.
Related Questions to study
Maths-
Express the following recurring decimal as a vulgar fraction
0.15151515………..
Express the following recurring decimal as a vulgar fraction
0.15151515………..
Maths-General
Maths-
Simplify by rationalizing:![fraction numerator 7 plus 3 square root of 5 over denominator 7 minus 3 square root of 5 end fraction](data:image/png;base64,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)
Simplify by rationalizing:![fraction numerator 7 plus 3 square root of 5 over denominator 7 minus 3 square root of 5 end fraction](data:image/png;base64,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)
Maths-General
Maths-
![](data:image/png;base64,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)
The two graphs above show the total amounts of money that Ian and Jeremy each have deposited into their savings accounts for the first seven weeks after opening their accounts. After they made their initial deposits, how much more did Ian deposit each week
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAARkAAADeCAYAAAAJinSvAAAgAElEQVR4nOydd1hUVxOH3wUsKCgI2IICAhasIFaMYiXYo7H3qIkae49iiWJiL4kl1tiNLZZPRcGWiGKJxBI0gooKCCJiAQFl2fP9QZEqCwKLct7n2Sfh3r1zZ3HvcM6cOb9RCCEEEolEkktoadoBiUTyaSODjEQiyVVkkJFIJLmKDDISiSRXkUFGIpHkKjLISCSSXEUGmWxgZW4h7RQwOznlS0FEBhmJRJKryCAjkUhyFRlkJBJJrqKjaQc+CGUQnmuXs/2hAZWED+defc6U2V/TpFwRAETkv+yaNhf3EnWoEHCNCKcZuPaqgZ4CII7IW3twmeqOfrPyBPz5ljbzXehlUxKFRj+URPJp8REHmUhu/TaNkQ/7cnpBa0opInBeNYSvxhbjyPb+WOuEcHLuOFaZzMLNpQn6EZ7McxrJDIPtLG1rCk9P4TpgG8bLtzHdwYCIhgtx7vcjhkdccS5XSNMfTiL5ZPh4p0tRPhzZ5EP9xtUopQDQx6ZFKywuHcTjdjSqB2f4bZ+KL1pUp4QCFCWq09xZm/8td+O/uDc88NjDgZjGNLcthQJtStg25Yu3B1hxxI84TX82ieQT4uMNMq+fERQazdMXr1ElHNI2NKEiD7l2P5Rnt69yNc6aamZ6CWf1MKtmDb438X36hP+8bhBnVwUz3YTJka4p1eyKcfeSL0818Xkkkk+Uj3e6ZFyDFq2LM2HzDo40m0QHCz3iIl7yEh3KFn5LwJ3bxGFFIZ3EDIsCnUKFgbv4P7wPnk+hbiHendamUCEtuOrPYyWUTfabSa9GIj/VcEg7eWNHHRt3H/h/8H0+NbIfZEQkQY/eUMbMSDORSlGBdrOWEDR7DpOa12K8oR1f1I3mGhZMtDCEOzl3q9RfHCtzixz5Mkk7H4+dnPKlIJImPoiYF4S+iCFTJauoi6wY9ZRBh4dSTTt3nHs/CnTKfc6ItR6MABChnJ3ZB48GbXG0MkTfwgqI5HV0HPEfU6CMfQtYYWFmBnUNISKKGAEoABFHbKwK6lpQ/uMd30kk+Y5Uj5Mg+upKnPpsJFKdq7W70Dw8jmomGokyyVDy9PxmlvxegiHb22FVSAdVlZpYsZ3bDyPAoggQycPbflC7Hzaly6JsYA3L7vAgQoV5CS2IDuS2dyw1J1SjtIY/jUTyKZEqyCgoZlmDhnW/pmm/mhQHVEGnWbC3CIPHOqR4+FRBZ9n6wI7PFBpW7xSv8Du0lPGTbtBg3S+Ma2CMAtCu6syYTjv44dRNxjdrjkGED2fctPhqjhNWWrrQvj8dfv2Z095hNHM0IuKfvzhetAuz21l+xNlwiST/kXZiUNqeARPtadDIFC1A6R3AYcO2DOlsmbJILcqEf7v+jbK4pkYxL7i5cxmLtv2LoWMXJrpPoKmF/jsfFaZ8MW8lz6fNZdyMi/HFeKOW4dqqXPx7yn3B3G2vcJk6hZlX44vxvtviQisTOVeSSHKStE+UlimNGiV7g4UNNv/EoASSl6iJl095fPcsF/2GYlerWK47mhYDavb+ga29M36HQq8GvX/eTfpv0UbPphfLD/eK/3FCLrgokUjUmBkY1KJx8Grm7vHklv9jQkIC8Lv0B4unLsLDwJ7aFkXzwE2JRPKxkvncQGFC47HDuDdhBB0nB747rm3LwA0DaaAvMxgSiSRj1EpAKPRq0n/VYRpdOseFa/681rPGvmkj7CwMP+JqPolEkheoFyOUz/G/6s093Xr0+a4jOrwh7GE4MYKEHc0SiUSSPpnPdcQTPOcP5oseQxg59Qh+cQCC6MsrmbzrNjG57qJEIvmYyTTIqO4eZ01AO7ae2ceMim+IFgBFqfB5PZSz1nIiODb3vZRIJB8tamRttSnXzJH6FmUwKPSSV1EqQBD7PIwnsb74B7/JdSclkvyKKvAsa+ePpp2lBVaW7RgzfxNnA+UzkZxMczJaVo603PgzP5dsgCo0kFIP7nEz9BzblqzAx6Qnk601USOTgHjJ7T9+YcVZJZWNgzlzqzITlo/EUSrjSfIILVNHvp1qRdm7nkxgKN9P7UxZTTuV3xBqoIq4KXaMaiMqm5kLy8SX3QixxeeFUKljIFeIE688XUWDDuvFrbcqIcRLcXVpZ1F11FERqhJCqB4L98mtROM558RLlRCql+fE3IbNxNijAUIlhFCFnhBT7J3FXM8woRJK8dLzR9HYbrI49vhtpne2NDPPkU8g7eR/O1FRUWLN6jXC0sxc9OzeXRw8cCCddwWIg4NtheXgAyI4+25+sqi5hF2D3isO0GK4D//5hxBd3IyadpUw0Cqqwb/6UfhdPk+Ybl90dRRAMcpbVCB2vz8hKjB6lKCMtzVeGY8EZbwBy934xqk/RROU8TbZlkKBIkEZbxArjgygzVAbNL3lU5I/mDhhAieOuQFw5dJlrly6TGRkJH369tWwZx8PmedknrrhsvoGcYpilK1WD8e2HXBuVgvTwnfYOPsYwRrbH6mLhW1DjC+tYf7GKzx9+4R/zjyk9RgnqmrHSWU8yQcTFBSUFGCSM8tlRqbXisg7uK2YydjB7bC37ILrmSCUADH38diwCJe+7fhm8xH2Te5IFXMLqrSbz9lPNL+Z8UhGGUlYWCTK0Cc8CdMhJCQkxV93ERVGhPcfuN9twwBrTWwt0Maw2Rg2/fCEgbO608i1EKY9fuH3r6woRKRUxpN2csVOanvpClnF3WFr368522c7m8ZM5J9lA+g+bSdtTk2kfjEzGtUvwTpXP56Vj2TkpL34jDvF9I5jmfF7a06Oq0uRHPVU82QYZMTzq6wdPJLffOKVZc5sSudNJoPYYKw5ZX/xOohbt3TouHAJZc6tZfHuiQzV02Hd9w1y9D5SGa9g2gkPD6e+Xd00x+s1qM+u3bszvlDbHKeZy2lcuSIKEUmhIsUgOIDgV3FQTAe90mUwRA/Dxk2oZVIEqEXj2nrs9wngOXU/ucRxhkFGYdKUKRu3Ynd8P+s8jejf3iLl3KpwKSrZ2VPDUEPZC9VDDk8awdrKSzjcvS663VriUHsCXV2XsK3NVvpLZTzJB/Ls2bM0xyqam7F46dJMriyMcYXCXN46h1X+RTEjAjDKFR8/Bt7zOCnQKWuLc98ymNQCO7vyqRI4cUQGPeaZUhdjHQ2kf0P/4ajbKyycyqALoCiJTfv2fO66iLBXKkykMp4km0RHRxMYGIiRkRFuHu4UK1aMZg5N+HXDeuzs7ChVqlQmBq6xbvBQTnTYwr5FVXh2cDyr9uaN7/mRDBK/SiJfvI5PVFEC8/JahIaEEJLidZ9za9ZxPkxDXYpK16ZNcy0unrlBqAAQRD9+iL+JE23tjRKU8RR4nLrJcwHiVYIy3sh4Zbyq7fvTQfcip73DEMTxKkEZb4RUxivwBAYG4ty6Dc+ePcPa2prPPvsMgFatWmUeYABiXxJ89xVRIaG8iH7KPd8g4CWh9+4RFFnwunqlM5JREXl1Db16nqPl72sZU9EL18+/40i6uwc6sGRkbruYAVrmdP7pF14sWcbgoZdoYR3DnaDyjN8xlmaG2oBUxpNkHT8/v6QRjKmpaabvVwWeZf32Pzh85jmwnp/mh/Nl3870n92J898PxfnmIFyGdaS90WJ2/e5JdZ37HP7fPq7xCvZtYm+lflT9bxv7/3kF7GP1nkpM7l4Lvcxu/BGhEEKkWoQWKIP/ZNVyH2qPHYJj2UB29vye2849sTdI/jf+NXf2XafK4h/pVLZgPZiaTkhKO7lnx8rcAjcPd6ytrXPFl4JIOtFBgU45R8YscEz42ZQWM+bRpro1xilSL28INCzDcz05uZB8/Pj5+WFqaioDSS6gRoQoQtkaFhR9mZCjUT7H7/xx3M4/Qt+hJTVlkJF8Aji3bkNgYGDmb5RkmcwjRORVVndvx6BlnoTEPcd75TDa9xnOqD5d6LvUi+ca7ogikXwIhw4exM/Pj7sP/NNMkSQ5Q6ZBRunryQn7H9g0uw1l7h1m0S+3qDx4DW5e+xn99iSnAt/mhZ8SSa4wYew4bvn4aNqNT5pMM7baJhWwUbwmLPAGV9dv5UqpbmwY2Rprwzcoy7zA5+lbqFA4L3yVSHIMLy8vjI2NZQ4mD8g0yChMm9JZfMsXn3sTp23LwA2DcSgUxOU9G5m7rAijz+vmhZ8SSY5y/949ADlFygPUaIliTINJOzjf5T5Pi5pibaqP0t+LkMINmbjfHgdNbSuQSLJB4ghGSjXkHeoVuCgKo1f8Lf+c3Y17SCwGFrVp7NgKawPNbY6EMM66dGXI9kepjhfCYswuDo+rS1GpjCdJhRzB5D1qBJk4Im/tYmK/2Zx8lqwk2qgtM7f9SD9NPZTiNWFBNozftJiGBgmjKfGEvxaewPSrmuiKYDzmjmOVySzcXJqgH+HJPKeRzDDYztK2pvD0FK4DtmG8fBvTHQyIaLgQ534/YnjEFedymgyekpwgOjqaLZu3sHjBAgCGDh5C4yYODBo0SMOeFTwyX8KOvsaGMduh70K2HDvNuYteeHq6s2d+bbwX7ef2W02tYRejyoipfN2iHnZ2dtjZ2VGn1At8qnSipWlhVA8SlPFaxCvjKRKU8f633I3/4t7wIEEZr7ltKRRoJyjjHWDFET8K3u6ST495rq5JAQbgzKlTHP3fEQ16VHDJNMjEPbiGd9t5LBvXBQcbC8qVLUtZU2vsWg9gbOsgzt/TUOclhQk165nxTi7rFdcO3aJJ3wYYKqQyXkEmPDyc33fsTHP8mrc34eHhOXszVQBn17jQv64VVuYO9HdZL7sVpEKN6ZIWhmUMSKN9J14TGvgCbHPDrawiiL1/lNW+dZk7phhIZTxpJwPSE6FSl+S+JC19a1XAcfhUSsR4c2Fra8bOHopdwdrKlymZ18lYNcRu4SIWFxtIZ3sz9HWURDz245rHNha51+HXUZqQ3kyFeMr5385SY8giyuVCgkgq4318dhrWr09YaMoxaUVzM06fPZvnvhR0Mo+5harSY5oTs0YPxXls5LvjRm2ZuW0gtrqaXosRxPq5se5eM+bVKZFwrCjlpTJegWbx0qVMHD8+KdBUNDdj7fr1GvaqYKLG7kYFRa07M2/XPta4DKJL3++Y8tM69h5ZpLmVpeSIAI4tPYTVN60wT/o0OgnKePfilfGAd8p4dtiULkvlBtZwM14ZD3injNdEKuN9zBw6eBArcwuaNGnCmT//xM3DHYCjbm55uGwtUD69yu9zpzJj/ky+admOsTv/JVIIYvxPsWHhVPo3/Y7N7psYVteKKj134q96w1Pv3bhOmsGCH4bSuuUEdt56ieA1/h4bcZ3QC8chG/DYP5tutlZY2fZh0dn7BHv/zsyu9bEyr06L0bu4FfkKf/clDKxrhZV1bxZdDEXE+HN29RgcLdsxdtVJ/GPyeLEm89ZMKhF9/5hY0L9ZQnO3uqL9xI3CM+C1Bhu7JaIU4Wd+SNbgLRmqAHFsdDPRwOW0CE9q7tZKTHF/HN/c7fERMdaujZhx5sm75m72LsI9NDbTu+aHpmPSTvr4+vqmacCWE/6830aEuLrUWVjWWSquxgohon3E5v69xMKLz4RKqESs72bR3ayLWHU9QgjVC3FjVW9haWYtmk/aJs4c3yQWbrgkHv+3VQxovVhceqUUQkQJ398GCMtWq8SNNyqhivAWq7vUEJafjxNbrj4RsbEPxbFJLYSlmZOYvNNbhMYqRcTVn0V7s7ri2wOPhEq8FY8PjBFVKw0Tex+9EUKoxJvrq0WXhGchr8l8YhB9jU1jJrMuyI4Bs0dQy0CH16E+bBkxg+AVrnxlobltBSLiChvm/kmjCVuoWijVmEohlfEKEn5+fji3bpMru6kTV6S8vLyoU6cOurrv+86reHVxN0v+9KVC3GT81isgJgj/ihVopYwFhT4m5Y2AJgwZ3g1HiyI4EsZZl0l4Pi2Oatx/FEUQE+SHaXkHYt8KFHomlDcsBIZNaWNXGh2U2DauDnugcfOamOhoQy0HWhouZbv/U+KoQNmm7ehYZBJ/nHtEl97GXHO7Tctu/TDUwNQj0ycqzu8Cu33smeG2igGVE/tef0n3L08y9ycPHJZ0zJVkqzoodKvQb88xyhql36lGoVeD3j/vpne6Z7XRs+nF8sO94n+ckFteSvICU1PTpKlRTuLl5UW/XvHfoH69elPR3IxtO3Yk6f6mJYaHPjeIKtmdWRsnUb9I6odDmfBfPYrrJhSRxj3m1tkgSvTcwfopDXKk75KiVF069izDgN/PcueLKrj7NqLPJM2Iemaak9GqYEMz89rUrFQs2VEFOibVsHt1nDMPEmsCXvPgyi3C8nK6p2OYYYCRFAz8/PywMrdAV1c3x0cw0dHRSQEmkUcPHjJx/Pj3XKWNvqEhvLzG9fvR6t1IqzgGn+ny6vxN7sfm1ANkiK1TK8rcOMy2pfsI79osWc4yb8n8trpVcWofwCnP+ym7FTy6xQ2fJ4Q+Tvg5+AbHFp/ikSyXleQB0dHRKUS/c4OMlPKuXLqc/gWVy1BKuwhmzbvSwegyi8f/wGaPi3hf/YuDi1biFpyuGj8oKtJ8QFtK3VjBxGm/4XHpKt6e+1m86MQHtIFWUKxWC7pZ/seeU6b0dCynsUWaTKZLgljfA8xZ8Qf3+IO16b2ljyMrE//fcDR7ctY/iSRdEtuWpCf6nVO8fPlSvTeKZ9y/FkIZO0tKK0BR7gvmbv+JwuPn4Dp0D9rmzoxxnc435bSJvLGP1fuuArB/5Spiuw/gq1oGlHOexpZFOkycOpfhe4tR0Wkkc2a3p5wI4OyvaxO6GRxg0xlbRhpdemdj1R9UGlGZO1s34/EKIty3sMrWhFGOFdDStaZxG2vOlGqLbTHNrQOn060gFW+usrz1L7wd2Zkq79OmEoGcXqlkwImxn3zFY34oNivIdhJHMM+ePcPU1DSTRGzW/Um+uVK/RAkiXr1Kcf4H17nJpCIEykd/MLLHOVrt/EmjCyFpEE/w+H4lUWNm0kmDm34zDwdFqtJ5yWT07G1SdStIzQsq6fhgKHXFJblMbo1gwsPDCQgIoEKFCvx59gzbdu2kTp06SQGnorkZY8aOpVPnzknXiJDTuM64QtONP9A1PwUYBDG3j7BZNOWXshpWFVBroTs2XNy/eFK4XX0s4qtIYsTTB49FhOYLZTTCp1BP8jHa8fX1FVFRUTnuz7Nnz8Sa1WuEpZm5GDF8eLZs5C+UIuLOATGjbWex4OJzTTsjMh93iCd4zh/MFz2GMHLqEfziAATRl1cyeddtNLQHW1IAyY22JYcOHqS+Xd2kkcuq1atz1L5mUPL07yPsDm+MY82SmnYm8+mS6u5x1gS0Y+uZ6fw3z4toAVCUCp/XQ/n5Wk40X5SF+Z5AGRlOWGQsKIpiUNqAojmSj3rD0xvu7Nt7hNN3yvH1ku9xrlAEIZXxPgkOHTyITfXqObZBMTw8nD2799CyVUuK6+mxbddOGjVqlCO28wdFsOi9gTvpF4jlOWpkULQp18yR+hZlMCj0kldRKkAQ+zyMJ7G++Adnpp0Ry0s/T/atmsk3zvWoWsOeJg0b0aSBLTWsmtFjwiJ2nrxFmDJ7a3Ui8hb7Jnenw5K7mPdyZdee2ThXKAIimJNzx7HKZBQ/z/2eOb+MwviXkcxwC0QAIlEZb8pi5kyYw89TSrGq348cz2iZUZInREdH4zJ9epKsgsv06dlqW5KencePH/Prml+TRi4ArVq1+sQCTP4j05GMlpUjLTf+zM8lG6AKDaTUg3vcDD3HtiUr8DHpyWTrYhlfrAzCc+UMxv9yn6o92/F5Pxe6mX2Gka42EMurkEc8vOPN8Tk9WLquH3MXDOcLC331RxIxt9k1YQQbSk/jwMbWlNN5d2WSMt7WeGU8EpTxBix34xun/hRNUMbbZFsKBYoEZbxBrDgygDZDbZDy6Jphy+YtKQSnft+xk3oN6qdItqrDPFfXNHYSbX16I5f8jRrdCkz5wqU/z6dN4IervsR1PB5/3KgtM7eNpLF+BoMhZRBn589lt0EPtlxqRlXjoukEjwbQthsDRk3Gz/Mg66fM4rnrHHpXVqf8OQq/3xfywzkHVnq2TBFg4J0yXpfUynib4pXxCnvdIM7OKY0y3pZLvjwdakNZNTyQ5DzJJTMTuXLpMn5+fmqvJmWkjAfxEhAZbwmQ5AZqVbQo9GrQe8UBWgz34T//EKKLm1Gzrg2mehldLnjrdwXfJjP4xfGzzG+iY4i14yAW2Ptw4MhtnlvXy3wjV9RNDqw9R5xxAw6NbslIz4fEGdant8ssJnepKJXxPhE7iTi3bpMjdpo5NMn2tep8JilslRb1y+YUxShbrR5lqyX8LCIJeviGMmZG6RhRULhaZ76pluZEMgTKyOe8oATGCcFKoVedLj3Vc0cVdBuvYF1sJ09k/nBbVsaFcnXdVPpOmE4pi5U0VfuDZY5Uxss7Oy7Tp6cZhVQ0N+Oom1umRXfh4eHo6uqyZfMWVv3yC9FRUSnO12tQn127d2fLL6mMl33SzHVEzAueJN+jlNHL/yQrRvyRsKStBspgLu9azoxZh3mgiuP5pZX0+bw+DT8fwKKzQUl7U9VFFfGcAAphWN4kfrVIpzR1+/bnq2I3OeAVQukUyniQWhnPIrkyHkhlvHzAju3bKVu2HPUa1E86VtHcjGUrVrw3wISHhycldM+fP8+w4cM47uGexs7ipUtz1X9J+qR6nATRV1fi1Gcjkem/PyXaXWgeHkc1k8zTpCr/Eyw4rs/M5c6Yv7nG8mm/cK18T1yGWHBv3R6864+lfhb2V+hY1KBFoUiuBz3jLaYUBihWAqMiupQ3NKBslZpYsT1eGc+iCO+U8fphU7osygbWsCxeGc+8hNY7ZbwJUhlPkxgaGrBr9+4kfZj3jWCSl/+nTuh+9tlnKexkV9tX8uGkCjIKilnWoGHdr2narybFAVXQaRbsLcLgsQ4pHj5V0Fm2PrDjM4V6S8+qiEhM2neglqEW4R5/sOmeGT02j2aAoyFByvkcvhtN/VrvWalKjYEtXYfW5NBeN670roGDoRax929ySact/ZtXRKesM2M67eCHUzcZ36w5BhE+nHHT4qs5Tlhp6UL7/nT49WdOe4fRzNGIiH/+4njRLsxuZ6nOur4kB/Hy8uL+vXspWscmJnnTCzDh4eF4e3vTqlUrAgMD3rtaJDtFap60E4PS9gyYaE+DRqZoAUrvAA4btmVIZ8uUq0NRJvzb9W+UxdVb7NWxqErp9Sf4s4IR55Yf5k3tMfRsbIJChPPwv8dQJYueK4ypP2IhK4stYfZXw/i87Wc889Xhq63T+KJcIUAq430sGBsbp/g5MYgABAUFJa0GJRbRJY5cWrVqheu8eXnurySLZLrxIPykWLjhX/E21WHV4wNimFVnser6a/U2MKjCxd8LmwhLM3NhaTdCbPF5Lt4GXxa7fugl6tq7Cs9XcVnfFKEh8vsen4/FzoULF8T2bdtSHAsMDBTNmzWL/54kvC5cuCA8PDyEpZm56Nm9u7hw4UKu+JPbNgoqmf/ZNqhF4+DZzN3Ti571KlFKN46Ih1c4uHoJHgZt6WuhXt+luP/2MX1VBPWm72V1PzsMiypQhhlSpf33/D7CGsuM6m0knyypRzAAE8eP59GDhymO9evVm0NHj8giuo8UNYrxTGg8dhj3Joyg4+Rkm9O0bRm4YSAN1AwOWmWr07K6HaUda2BYNP4aHWMrbI1j8Nu/nwsteuJgKOtsCwKHDh5kwthx6Yp+Z6Q6V7hwYRlgPlLULMarSf9Vh2l06RwXrvnzWs8a+6aNsLMwVL/QRmFAjVaF+GH0TN5+3ZjSSXsqX3PnwHWqOPTIjv+SjxCb6tVZsnxZmuPR0Rlr4hYrloVFAUm+Qv0sp44h1g4dsXbI3o0UhSO4uecUYcFxLJi0N9XZDizJnlnJR0RGbUuSJ3Qnfz+VhT/NT3GdU1tnuRXgIybvllKKWWDbbABLvhlCgxT1MBH8s3Irb/PMEYmmSN22JPVqUWLOpUyZMri7u3PimBsTp0xhwMABGvRa8qFkP8iIN0RGaaNXXF0TJjSfPRmKFkl5U6UWFj1HYF5GLh1/qqQewYSHhxMdHc2jR4+SxKKS51s6de5Mp86dsTK3YNjwYRr0XJITZJ61feqGy+obpNk98PZfNs4+loWWDQp0ihaGyGcpticE3zrGgukH8c1Of16lN8ttLbAyf/eqMnAvAQmmROS/7Bzdg4EuPzFjQI+EfsSJF8cReWsXYzsOYsaS6QzsOCmh97Akp0jdtiR5+f//Dv+PRo0asWv3bpnQ/cTJePigjCQsLBJl6BOehOkQEhKSQmNFRIUR4f0H7nfbMMBajWVs8ZJbu+YwcsYfaXszabekdchballksVHb8xD8rUezZmozjABQUKi0NaYKkolWzcLNpQn6EZ7McxrJDIPtLG1rComiVcu3Md3BgIiGC3Hu9yOGR1xx1qCy+8dOYktXSNm25NTJU+mW/0s+fTIMMuL5VdYOHslvPvG7mM5sSudNJoPYYKzeAykeHGXuokAcpi5g1NsLbH1QjQEOZeDpFdwL9aVbVgMMoHoRSkiN+jjY2ZF67UGKVuUt0dHRKYSimjRqzNgJ4xkxaiSmpqYAMrgUUDIMMgqTpkzZuBW74/tZ52lE//YWKedWhUtRyc6eGurWtugUomSv8bgMbUCRaEseTX9A3U6dqRBXkQdOeznfaTqOWaqTEcSGh/G2XP10egdL0aq8JrWiXUhwMFMnTqKOnS0DBw2SuZUCzHuyrQp0ytri3LcMJrXAzq78B20cVJg2oWvkcn49qkWXZlVoYbmGucvf0KbwJQ7eC6F4yFscDbPStyaO58EBBOwfT8v5dwiM08agbl++dx1Hl2raUrRKw3YSueb9D/Xt6mb7+vz0uaRoVfbIfElHpzz2dumdUBJ2818irWtjrk7LAUVZHAfZ80f3VZze8Sv9u/fDbOBIpvqUoMm4RXSumqODuboAACAASURBVNXGWAr0HV252FkfHQTKp5dZP/E7pvQvRNnTo8jJNltStOr9hIeH09KxeZpOi/BhUyRNf67c8KUgota6sYgJ4b+rN/F7+jrZ6str7uy7TpXFNTAvq44ZBYUsurHmSreEn5sx/ZAXwyK1KPL6GTFxAnSy0oxEm+IG+km2dUzqM+Cbzqzt8zfX/aFLCtEqHVKLVpFctEqBFK3KBsnrXPRLlEhzvqK5GVWqZHV7veRTI/PHKeY2u8Z8w8wT6TXVyrhSV8S8IPRFjBpLwhFcXrOVtyNn0UmtYJUx2jqF0TKxp7aFHiaFpGhVbhEeHk6pUqX4bvhwLK2scPNwx7l1G+o1bMCVi5eAd4p2pUqV0rC3Ek2T6VMd53uataetGb9tAx2tSya74H2VuoLo6+vp0mM1T9RyowNLRqrpcSLKIM6uP8wzh650qlUa7Ug/juy/R9dlc2isr4WiqhStymmSj1z+PO/Jps2buXbtGvBuShkeHk59u7pSiU6SROZ9l8pZ0/CzWBo2qoJpineXofmoUbwpnZ4JBcWq1aNF5a+oOMIhk5FB/LQry2jrUCjSk586LmQKRlTr+DWjxy1mWmLfJoUUrcopgoKCWLN6Nb/v2EnPPr1x83BP2kt0/9494J0CnRy5SFKT6ROlMKxL7z6euHvep3zV5NUoCSOZjKY5+tXpPs8C63pmvL9UL5rbz14QWCSLzWEVZXCYtIO/J73nLXo16P3zbtLv1qmNnk0vlh/uFf/jhKzd/lMiOjqa8+fPA/FSmImJWj8/vxTvc/NwTwomXl5eGBsbp5DMlEjSI9MgI55f4reF2zgSu421ac5mPM0RbwpRukIRXoSEZHKHCB74h/D2jSzo1wTh4eF81aVLklBUv169+apHd3R0dPh9x04mTpnCsOHD0shcph7BSCQZkflIxrg6TRrXR795D+wNkmcr3jfNyYOcjCRH2LN7Txolun2799CsefMUI5dEdmzfDiBHMBK1UUMZ7zMcp83DsbIVxslnNOIZF4JVFNVLL02aBzkZSY4QGBiQ7vGOnTrKUYokR8g8yChjoKQeyichpJj4vPHGzS2G3t9ksBbznpxM/PJ2HMWNS6Gn85ZAwzI8TzdYSXITPz8/vC5cSPdccb2U/cjTa1sikahD5jmZgMOMaj6dK+md1P6C2o/fUq1C4bTnFCbUrJfqmDIIz7XzmLnULX4ntmF9eo0dz3d9WlIzS4V4kg/l+vXrdO3UGae2bXno/yDFuYrmZjg4pJRATE/0WyJRh8xzMmXMqN74azp0j2/2lsibO0fYFeFABYVKvTuJMC4tHc3gtWHU6fw1HUz1ULwN49bvE/n2+VK2j6mHvowzuYqfnx9bNm8GwHXevKSci5+fHwcPHGDt6jVMnDKF7j26JzVVSz6CkdMnSXbIfLqkW4Vus6pQuYpxmuZud7r+TSEj9SQaRIgnm686sslzMI3LFXtna8JjPOb8hmeYLc6yRiVXSAwuiXUuAwYOBN6tDFlbWzNp8mTWrl6TZre0HMFIPpTMEyFxRTEqqeRJMjW7kJDH+N+4yb27Z7nol7HCfAozwYGIrzqmDDAAOiZUq/mGOwEx2fsECYjnF1jU7kuWe7/r4l3QlfGCgoIAkkYvbh7uuM6bp9aI5NDBg1iZW2BtbS01YCQfxAfkZLQp5TSX6ZXV2++sXcESwz03COxQgQpFE2ObipiAM2ze9pqaa9VrEpcuSn8Oz/qetT7FSVoJLyDKeImBJHE/EaQcuew/dJDpLi4ZNq3PyE5GbUskkqySzZyMFoUNK2HbwIay6sg8AAqTz+ln+R1t2uyja7vaGBd+yzOfc7idfES5EWv5LtubIyPx3b6RSyUqo0dQ0tGCoIz365pfWbxgAQD17eoyYtQowsOfpSj/z2zUklrRLlH7Jb3GaxJJdsh+TibL6GEzaCl7DNaw6JeN/P4oCrStaDVpNbO+bYRhtozHEXF1GytedsL1S0/ctwclHf/UlfG8vLySAkwiq3/5hbYd2qsVXBJxP3EihaJdIn5+fjLISHIENYrxjKlSRUVM8DXOnb3CrZBYDCxq09ixPtYGWZxW6BhRs5sLW78cS1hYFIUMjClZNPv1MeL5JX7dAIMX2qHv55nsTHSBU8ZL5Nj/jnDsf0c+2I5z6zYfdH1++/1IZTzNocYcJT5BOrHfbE4+S9ZmwKgtM7f9SD+bklkf4ejoYVw2YYShCuDPoy+o26Emeu+/KiUihD+X76HwkFnY6munbdmSg+RHZbwe3bpx9crfaY4n7jVSl6lTprBv9540x5csX0anzp2z5Vt++P3ktB2pjJd9Mg8y0dfYMGY79F3IFidbKpXSRaGM4PHtM2xdtB/7tYOwKZw6zAhi/L1wvx6a+WrN65tsX1yESW1qUF/tndgqIi5sZOqWQ4RtOcQvyc6s7FKTNR2Ws6flp6eMl1jP0vnLL+nbv3+6QaZlq5ZZsmljY5Pu8c+bNs2WjxJJajIXrXpwDe+281g7rm4y3dyylDWtSKmnC/G4F4NNtdQrFwoKxfiweuyP3FXLjebcffyW+mq3RdFC32E6Fx9MTzqi9F5Gwy4e9P1jD2Pt9Ii7HfrJKOOlrnMpVqwYHTp0wNjYmOnff8+jBw+paG7GvJ9+ylIexc/Pj/YdOhAVFcXvu3YR+CiAeg3qM3XaNKkLI8kx1EiIaGFYxiCtJox4TWjgiwyv0v7MmoY9l+F+0QvPi178tXkYpk7zOOwV/3Pi69x+F9oM7kfr9LYmfADaVZ0Z00mBx6mbPBcgXiUo442MV8ar2r4/HXQvcto7DEEcrxKU8UbkI2W86OhogoKCkvIjiXUuiYJRjRo1SlKgO332bJbrWZxbt+HZs2cMGz6cs3/9BcCu3bupXbt2Dn4KSUEn05GMtlVD7BYuYnGxgXS2N0NfR0nEYz+ueWxjkXsdfh2VQX2Lvj3Dx0HpMnoogLjnZWjs3BSbcqnWbYxtqTxsKxeGNKFTtupTXnBz7zYOnDhGBI85vHoxRfoO5lvHCh+tMl7iyOXe3bvs2r2bP897JgWWnLJvamoqcwySvEFkikpE+/4hJn9RQ1iamb972Y0QW3xeCFXmBuKJ+lssn7xD3IlQJjsYIx67/yCam3UX625FqWtJ41iamX/Q9VFRUWL7tm3C0sxcrFm9RgQGBgohhPD19RXTp00TlmbmYvq0acLX1zdX/LE0M0/X9od+rk/ZTk75UhBR48+2gqLWnZm3qzZdL1zg7zvPKVS2KvaODtQsIXgjQK16PN3a9O5wiiHt+2Ldoi6m+sqEYrw7aHVczBfq9NP+BIiOjqads3OSUNTiBQvYvnUrazes59xf5wCyVOeSFQ4dPIhN9epyBCPJU9ScGyjQLloKM7tWVExq9BaEx09ZaWWig0mTMaxdsJOlc1ax0ucZaJvR+OuFfD++AxUKiNTD+fPn0yjRhQQHs3HDBpYuy90y/gljx7Fk+TJZZCfJUzKPDuIlt3bNYeSMP+I1YFKQVdnMIpRtMIiFR/sxMyycmKKlMNbTfA4kL3kdGZnu8WLFiqV7PCdIFP2WIxiJJsj0CVc9OIrrjIuYDnBhRC0j3qVm36/xG+t/gdMxNWhTLb1iPR30jEunLb5TPuby2edUaVmdkp/gwMbPz4/Lly+ne87UtEKu3VeKfks0Sea7sGNeE67XiTlTvk5VLPfmPbKZCnRMSvBk+mxWtBvGoBaVKfne6VAsL/3OseeXfbzoM4d6n1iASV7n8lWP7ji1debEMbek8xXNzejeo3uO31e2LZHkB9RYwnakv/3vvHytgiLJ9yZrU7SUMfoZBA+FXk36zRvMrmmjafijOQMHtsHO2gLT8mUx1NUCYokIfUzQ/VtcPnWQPRfKMXj1LMY1+NCNmPmLHdu3M8tlRopd0dHR0XzZpQvDhgxlyfJlfN60aa4Uv8kRjCQ/kHlCpJAVX35nxPiV24mqVTLZifjpUpXFNTDPIPGr0KtB76W/U8/zGAf2b+X72TdIXb6nXbEZfb4ex665DlnfcJlPSRy5tGvfHsd0Wovo6urSqlUrgGzvD3ofsm2JJD+ReZCJvcfRdbvwOB6IR5qTHViS6R0MsXbsw2TH3oz/6RkhwcGERsQCupQqX46yZQzUWwJPjxRJ6WJU7OjCyh+7Y6MXP+ISkf+ya9pc3EvUiS/Gc5qBa68a6CkgfuPnHlymuqPfLL4Yr818F3plZ8NnAqnL/42NjXO0iE4i+RjJfO/S7RP8csqaCb9vprN58WQPYEKbWrVvpUBHzxhTa2NMs+drKmIIOLSC9VE92X3nR7i6jpG9F7Ho84Zs6maBIpeU8RIV5JLrrYSHhwPxZfrqikXlFImtZIOCgnj06JFsWyLJd2S6TUergg3NKtaigb0l5cqWpWzSy4rW30/FqYymlqCLUK75GFwH18NEpwgmdR1oVELFm9g4BMmU8VrEK+MpEpTx/rfcjf/i3vAgQRmvuW0pFGgnKOMdYMURvwxlI3Zs304zhyZAfEDp37cvU6dMSVKTu+x9VW0N3ZzAZfr0pH1NzRyacNLjJJUsLfPk3hKJumQaZBT6tejaMwy3M37JhMRDCAm5x5mlP3MmLDeVXN7rGTolS1JcAYgI/I8d5XqXJSzpbolWMmW8aqmV8XzjlfH+87pBnF2VNMp4dy/58jSduwUFBTHLZUaKYxc8z3P71i3cPNwpVapUnu5cPnnyZBpFuy2bNuXZ/SUSdcl8Cfv5JX5buIMjsTv4Lc3ZDiwZqkl9fxWRN3Yz94dl7L/6FG3zYA40r8o3TUrmujJeIj43//0gFbmcVsbr16v3B12fn5To8psdqYyXPTIXEjeuTpPG9dFv3gN7g+QDn/zQw1oLvVq9WLC/F/Mjb7F72ghcxqzB+vhEjHLwLncf+HPy5EmGDRma5pxTW2dWrV6dLbsfora2aOFC1q5ek+b4D65zs52TyU9KdPnNjlTGyz5qaPx+huO0eThWtsI4+bKLMgCP4EKUySc9rBV61fiyT1sWHvbCL1iLmhY5q4zn4OBARXOzNPuOvuzSJdc/W3p0/vLLdINM/QYNNOCNRJIxakQIHYyrWGLw+lmKnEzwrVPsPP4MtPNP6Vyc8i0qE3tqW+hhUqUmVtyLV8YD3inj2WFTuiyVG1jDzXhlPOCdMl6T9JXxdHV12bZjBz37xE9HKpqbsWT5sqR6l7zEz88P59Zt2H/oIPUa1AegXoP67D90UBbeSfIfmYpBqF4Inx3jRfNK5in1ZMzMhWWlwWLH/Zg8UKRIz68Q4bligVh/8bGIFUKoIu6IfZO+Ea7nQuI1blQB4tjoZqKBy2kRrhJC9fKcmNuwlZji/liohBCqx0fEWLs2YsaZJ0IllOKl54+isb2LcA+NzfTWmtY5iYqKSqEHo2l/CoIdqSeTfTJP/Aa6s2iWH/ZTFjDq9Rm2PqvHQPtSqILOcbT4ELqprcub0+igq/uQnb0bMz/OiGodBzBi5CKmVS4RX8ujMP1olfEyInEEIxuvST4m1NogGdVvCrO/caBYlBl354bTuJMzJm/L4dfFnZs9qmKnq4Epk8IIu6GrOJ02F/vuLXo16P3zbtJfb9FGz6YXyw/3iv9xQi74mENER0cTGBiIkZERbh7umnZHIskSmRfjWTbhy+hb/Ps0BlGsCs0MT7P3sj8B/97klu8J/rr9Oi/8LNAEBgYmiX7LEYzkYyPzxK+WBU5OwYyu14s1N3So+UUlTvRuQfOu8/Cq1oEW1YpnakKSffz8/JJGMKamObMhQyLJS9RIQGhj2Gw8+448oWjV4ujqfM3GIzW4EliMGo3qUEETU6UChHPrNnm6F0oiyWnUy3Iq9DCtkVieXwTjap/jXC33nJLItiWST4f8UUknSYNz6zYEBgZq2g2J5IPJv+u1BRTZtkTyqfEBI5k4IoMCCFNqcoPkp8eEseO45eOjaTckkhwjzUhGxLwg9EUMmYeOCP5Zk5W+S7mAMgjPtfOYudSNR3FGVOs+iQUzv9KYMt6HINuWSD5VUkUHQfT19XTpsZonal2e1b5LOUkkvjvWcqR4DzZd/xH+3smPE2bwtd5neMxsgn4uKePlFNevx+9g9/Lyok6dOlL0W/LJkirIKChWrR4tKn9FxREO6W4UfIeGpR5EFK8t+uDyeZX4kYljLwZ02s+AA1fwm9aEOgEJynhb45XxSFDGG7DcjW+c+lM0QRlvk20pFCgSlPEGseLIANoMtUE7s/t/AC7TpycJTvXr1ZvGTRxYu349urq6uXhXiUQzpJ3n6Fen+zwLrOuZ8d7u1JqWelCUxrZp8jCoTaEiOmjXNsVE+50yXpfUynib4pXxCnvdIM7OKY0y3pZLvjwdakPZXHLby8srjaLdBc/zbNm8hWHDh+XSXSUSzZE2yChMqFkv9UGBMjKcsMjYd0dCT7HzeDTjBuaTYry3/vx9UknbcY0wVUTzTy4r4+W0ot3iBQtYvGBBtq/PTwpyn6odqYyXPT6sF7Z2S1qHvKWWxnZiJxLN/X1rOdRwCpvbfIaCnN1PlfqL8yEqaYcOHmTC2HFpjn87YjiTJk/Ols38pCD3qdqRynjZ5yOWekgkjkif3Sw615hli1pSTkcBFKV8Divj5RRFdXUpaWDAyxcp29x1/vLL3LupRKJBMk2ovJN66M6X3w6kcVw5GnfqzJdDulN5rzs3ozVZJyNQBruzaIMOoxb1wkZPGxEZxJ3AmBxXxsspKlWqxKw5P/DtiOEA9OzTWyraST5pPmKpB4Ey+DTzx57AtGMVYnyv4+3txbFVruy4G4N2VWfGdFLgceomzwWIVz6ccdPiq5FOWGnpUrV9fzroXuS0dxiCOF798xfHi3ZhRDvLXNlr4eXlxY7t27G2tqZjx45JUyPXefOoXbt2LtxRIskfZD4x0LLAyWknzvV60f/wNgZ9UYl5X7ZgaRxo15rMeE1JPUT+zcohY9nsEwmXDr07rt2RJf0NQKGTr5TxjI2Nc8WuRJLvUUukUxUhAm7eFU9jVUKIGPH01l/i2IlzwidEQ/q+GiYreq8HDxzI8P35ScNW2sl9GwWVzGcGT91wWXOfcjUsMdZRkCT10EwXj8UnCJZbl96LTfXqLFm+TNNuSCQaI+O5gTKSsLBIlKFPeBKmQ0hISIoqWBEVRoT3H7jfbcMA6/eW7RVIpOi3RBJPhkFGPL/K2sEj+c0nEoAz6bVZNhnEBuPc3+fzMWJqaipFvyUS3hNkFCZNmbJxK3bH97PO04j+7S1SrroULkUlO3tqGObmLp+PDzmCkUhS8p6lFAU6ZW1x7lsGk1pgZ1deyui9B9m2RCJJn8zXa3XKY2+nIib4GufOXuFWSCwGFrVp7FgfawM5VUoksW2JFP2WSFKiRlFIHJG3djGx32xOPku2ecmoLTO3/Ug/DYk85Sdk2xKJJGMyDzLR19gwZjv0XcgWJ1sqldJFoYzg8e0zbF20H/u1g7AprKEwI55y44+DnPjnMmePFuMbtyUpVPryShlPjmAkkozJNMjEPbiGd9t5rB1Xl3eSSmUpa1qRUk8X4nEvBptqGhJbUphQq2tfdCPOs/Z5qoKdXFLG8/LyAuJ3U39makp1KfotkbwXNXK5WhiWMUgrYCVeExr4Ir0L8phC6BuUSHNU9SBBGa9FvDKeIkEZ73/L3fgv7g0PEpTxmtuWQoF2gjLeAVYc8SO1okUiv675lX694jtrTxg7jp5fdePq1au5+Nkkko+fTIOMtlVD7DwWsfjgRfwCgwkJCcDP+zR7F05g5ImK1DXPj4V475TxqqVWxvONV8b7z+sGcXZV0ijj3b3ky9N0LF6/fj1dUSmvCxdy7VNIJJ8C6UyXlESGPSMy5hVPn+tiUaMqPaY5MWv0UJzHRr57m1FbZm4biG2+bFMbTUAuK+Mlsnb1GtauXpNtT/OT8pu08+E25NQ5LWmDjCqA45O6Md2/Ll8P7E0P688wt+7MvF216XrhAn/feU6hslWxd3SgTrliBWJl6e4Df7y8vJKmSsnp2ac3rvPmZctuflJ+k3byxpeCSNogo2VCpVrNmTZtboo9SToGlajfthL12yYeEShfv0ZZrDhF812kyXllvDp16uDU1pkTx9xSHO/WvXuufxqJ5GMmg5xMCQz0M1t4es2NdUs58USZ4059ODo5roynq6vL4iVLmDhlChCvybv/0EEpOCWRZEIGkeQxfx8/DAbvyws/4fyhZzj0yhW/Pph4Zbwd/HDqJuObNccgIkEZb068Mh7t+9Ph15857R1GM0cjIhKU8Wa/RxlPV1eXYcOHsXjBgmyLfkskBY0MgsxDds2ewK5ML++AQw47lCVUAZxdt4NjHhcB2L5kMSHt+jDUsQJaCtN8pYwnkRRUMniibJlxeD1Opd+zw1qE4fnTjtzxSl20KuA4bCqOw6ayMJ3TCr0a9P55N2nTtQDa6Nn0YvnhhKHYhNxzUyIpyGQQZIpiULoMZcu+76+6IQ27tuS5pjpISiSSj4K0EUJE8yr8Cvt3neTmw/D41Zd0KYJps1bUlEFGIpG8h3QjhJHDELqUCeD0gbP4vVbltU8SieQTIv1e2F90pKYGnJFIJJ8ecq4jkUhylQK8XptzejISiSRjCmyQEdnUk5FIJFmjgE6XsqcnI5FIsk4BDTLhWdaTkUgk2aNgBhllMHc8n0KhjPVkJBJJzlAwg4xEIskzCmbiV6c0FlnQk0lPES0/KbZJO3ljRyrjZY+CGWQwiteTWRavJ2NeQuudnsyEtHoyqb84+UmxTdrJGztSGS/7FNDpki5V2/eng+5FTnuHIYjjVYKezIj36MlIJJKsU0BHMqCQejISSZ5QgJ8oqScjkeQFcmYgkUhyFYUQIkPFGIlEIvlQ5EhGIpHkKjLISCSSXEUGGYlEkqvIIJMFROS/7Bzdg4EuPzFjQA/G7vyXyCxntJSE3TjM+oXT+cbZkW8OBmbPGWUQnqtG0MLSAitzezpM3s2tyGzsHxcvubVzQoKd6rQYvSt7dpKbfH6BRe2+ZLl3ZOZvTo3Sm+W2FliZv3tVGbiXgOxmDpWh3Di8hplDetBj6lECsqIm++osM2xS+hL/+pLl3q+y6VDBowAvYWcREczJueNYZTILN5cm6Ed4Ms9pJDMMtrO0rWkWhK50MK7VgUG6zzm52o2S2XImEt8dazlSvAebrv8If+/kxwkz+FrvMzxmNkFfbTsxBBxawfqonuy+8yNcXcfI3otY9HlDNnWzyJ54l9Kfw7O+Z61PcUZm5/rnIfhbj2bN1GYYAaCgUGlrTLPsTByRt/9g7vhfedJmApPnb8XGuEiWLIhXTwmqN5F1oxthkHj/sD9ZtMuUrrYlsupQgUUGGTVRPTjDb/tUfLG1OiUUQInqNHfWZsByN75xGkq197SoSosCHf2S2QwwgIjitUUfXD6vgp4CcOzFgE77GXDgCn7TmmCn9r9qEco1H4NriZIUVwB1HWhUYiOXY+NI3NKVNSLx3b6RSyUqo0dQlq8GUL0IJaRGfRzs7CiWLQsAghjfPUzsu53S87ewobVp9r7oRaszfHZb6lkUTzjwBv+du6k8oE82gl7BRU6X1CKOZ7evcjXOmmpmegnH9DCrZg2+N/F9msfaEIrS2DZNCDAAaFOoiA7atU0xyWqwK5kQYEQE/seOcr3LEpZ0z87Wijgirm5jxctOTPrSJpt/vQSx4WG8LWdI1sYcqYj9j90zFnCh5VjGtspmgAEUxjbJAgwQ/S+HPWvS18FESrRmARlk1CKagDu3iaMwhd4J0KBTqDBwF//HMZp0Dt768/dJJW27N8rGX1gVkTd2MeWrlrQevYkLp/Zz4OJjsho2xfNL/LoBBn9th362n8A4ngcHELB/PC0tLbAyt8K+62z2336J+ikZQZT3EdZdiqLU432MbVY9m3ZSE839AzvwbdMUq0IyxGQFGWQ+eqK5v28thxpOYXKbz7LxF1YLvVq9WLD/Mn7/HuWHWrdYOmYNZ7IyOhMh/Ll8D4WH9MRWP0tDqVQo0Hd05eLx45y9d5//ruxgsN4RpvRfyYUIdTO2bwi6fZ0n1KPH5IVs+evfd3ZGbuaf6OyFGfH8Ipv3WDDYqYIcxWQRGWTUoijlLayASF5HJ668CJSxbwErLMoX1ZBfcUT67GbRucYsm9KScjof9vVX6FXjyz5tKfHMB7/gt2pepSLiwkambjnEL13tsDa3oGqXn3nBbVZ2qUmVUceyIGeqTXED/YTpjQIdk/oM+KYzek//5rq/uqNFJRHPwwEjypcujgIFOib16DOoHcXuneWiX7Ta3rwjiruHdnOvuzN1dGWIySoyyKiFDiZVamLFPW4/jEg4FsnD235Q2w6b0prInwuUwe4s2qDDqEW9sNHTRkQGcScw8gOmBBCnfIvKxJ7aFuoGTi30HaZz8YE/dxNe//0xGgOqMfKPm9z5pS0mH+CPtk5htLLkjy4WNWpTiCCCQhMDkxbFShhQGEMMsjHSEsHuLF1fnqHOFvKByQbyd6Ym2lWdGdNJgcepmzwXIF75cMZNi69GOmGV579FgTL4NPPHnsC0YxVifK/j7e3FsVWu7Lgbo/5wXjzh/M8L2XApGCUgIv1wOxRAt2VDaKyvga+GMoiza9aw/0Zokj9H9t+ja5b80cbAvgNfV/dn36F/eC4AovC/cROdTl1pbp7FlLII5c/V63g8sCsOhh8yFSy4yA2SWUBE/suuaXNxL1GHCgHXiHCagWuvGslWedThDYFnd7Dz6HH27PWGup3o3roDvb9xxFTd5yjyCst7fM1Kn1TFbtodWeK5hE7l1BxZiWd4b5jJxPnHeBRnRLWOAxgxcgBfVC6RzbzDC27u3caBE4fZcfIxn7XqRre+g/nWsYJ6f83EE84vHs+YVRd4gRHVOn7N6HH9aGWhn0V/4oj0P8OW+Us5GFcP5wov8Y37nDGTO1NNLyuBIo6IS8vpMiKU8bIfV7aRIBSxkgAACRRJREFUQUYiyRCB8tlTXpY0wegD810FGRlkJBJJriJzMhKJJFeRQUYikeQqMshIJJJcRQYZiUSSq8ggI5FIchUZZD55EkSy5n5Hh6bL8c7jDeNp3QnFe/P4eJGsumPZ55+dMv/sIFCG3eLk5hl0G3WYkDy6q0QGmdwn8gZ75wylhaUV9YftxT82ecXAGwLPbmDOkNZUMa9Ju1GL2HfjRQ47oKBoqTIUDr3G7QhNVytEc3/PfDYajOXUHU829K9MyaJ5tSUjisB//+J/m3bzT3RW5PEkH4yQ5AGvxa11vYSlWQ3Rcdll8UqV6nS4u5hUa6Y48zIul+4fIa4udRaWdZaKq7G5dAs1UD1zF5OrDRI77sdoyIMAcXCwrbAcfEAEa8iDgogcyeQJhTE0MaGEoTb/LZ+Kq9ujlHot+kaUL2lAiWKf8j+HIPr2JU5E6VFcV+4BKkh8yt/qfEZh7L9fzsKOSvaPmcNmnw8RUPoYiePV01CyIS0u+ciRQSYvKWxFxx9+4tvKl1g0eS3n0whDvebB2V8Z07QyVkMOEoKSsBvH+M2lO9XM28ar/8fcx2P9PCZ2b8s3m4+wf0YP7M2tsO++hLOPHuG9axbdbK2wsnRK203hzRV+nzMQR0sLrGx7MHP/rWTn3/DUezeuk2aw4IehtG45gZ23XiJ4jb/HbyyaPgDHIRtw3/Id9c3r0HvnXVJnNkTkHdyWTWDY5HksnD6Qdt0T1ejieO69nw1HfAAfjq5bwfJfzxKYZEBJmPd2JjvXxMq6OzN2XiVMCGJ9t/H1FHeeCkGMvwcrvm1JFecpbPV+ilCG4r1rPpNdXJkzpC2tk3dZeN+5JCK4vXMsjubVcez7PSuO+REjXnJ7vyvDRs1iwaTu1O+4hhvZFLmSJEPT87WCQawIPjBRDD0QIIRQieg7O8W3dtai3rd7xP23KiFir4plnyfmS9LmDWKvLhV1zZzFsqsRQgiliLj+q/jKzFo0G7VVXA2NEbGPj4rJ9pbCstkUsev6ExGrChdXl3UTlpVGi4OPY0VSTqbWAnEpRiVE7BNxbfNY0cCsqRh7NECohEpE39kqBrReLC69UgohooTvbwOEZatV4sYblVBFeIvVXWoISzMnMXnHCXF8/TKx8e8wkSK1FHtfHBzVQrRa4JWQc4oWj/aMElXtxoi996MSfgejhKXZKHEwOL3EUKwIPTpRVE3y+aW4urSzsKw0TOx99EYIESVurftGTHYPESoRIe789q1wSrxX7H9iczdb0WblNfHmveeS/24jxJ3fxovhm2+IiIQPEnd/h+hVKcE/1TNxacF4se5WVI5/GwoasltBnqOgaOUuzJrvR5+hcxi7ypztI7OSo9BGr3QZDNHDsEVz7EyKALVoXLsE+2mIY63S6AC1mjbCYLkH/sExUC7hUq1C6GgrQKc0tfuPZuKZrkxde5IRX7QnaOsGPJ8WRzXuP4oiiAnyw7S8A7FvBQo9E8obFoIG/Rneqw3mijZpvIrzO8maw9B0R5UEjd+imDp+gdO00Szb04u2U+pm8rl0MK7XHCetuZz5J5SOJQM45fWWylp/se24H50G63D5bCU6/mqC4tVfbFt4kjCzCCb4bgSiCLpnSLlWSt6++jvjc0n3iubxmfXsiRvAwq9r/r+9e4+puozjOP7+ceBwicNFkYuocceNm2IBK1CbVmYbeAlkZehiq42WMVOcMhDHKMNLMrREkNCmNYRmxgK8AIqo3HQdJgGKgSgw8daBAwTnQH/AIBUNMmS25/XneX7n93uenZ3Pzr5n+36HWnVIunroU8i+Hd9hFvEOc6N24DOGT0YYmQiZCaGPzcI17IqqIzhxHTG2Hw3lwDMjTcHByxoO3qO9t5nqopuYhB4idYPv4ycFKIwwGLHjgYa22iquos8iw+GeK5K5NXbGWnKutDCaUWiSxSzefAvW5lVQq6ukdfUXbHJfz+ofTqKca0O513yCFTpolZc50+lISNw3RPk+OP9Iq9zz2DUYHKRXd5RdibXUzLAm/D0PnAcPJU0P5PMDrWz8NIHwIztxDYlle+yyMfagER4majITRTLD88N4EgMhZ300qe3//Jb/VjeqO2qM3p6Nk/wFzGwNUZVUca3339QgZJjYTMeKW9Rcvzdc0O7pol2jh+NseyaN5jaSJS8t8ofcvcQcNGBZgBs+S4JwrM/iq/hTvDjPFSNAR2HOVG5Qomyi96FbPGltiEsoW5I24F3xJWu3FdCi6Qf66W68hnpWBBml58jc8jrqzATij/3+SO1JGBsRMs9EL/fabnK9TcUD5Udd+4FCsJvx3140xsbZGk7nc7xORe/tagpO/4qaTu6qup7uHymNmq6egS+UpqWM3FJvYsN9MZFm8NqqxUxSJrFu07ecKK3k4tlstm/Lp2VUD5Qw8l7Cx/Oh8PBxfuseeEZXTQVn5EFEBLoiH9UGdbHw8MGvr45mjwBmK2TI3d9glV87F+qdmOcxMA5PsptLWJAFl7duJDojn7KL5Zw9msz23CZ4wtrwUSQMXYKJT3oXMj4jcvd52jRa7l9KI/r7arp1LfEOXcFiUx309WRiOsFTksXFxcVN9Cb+1/qaKEreSmLqKarLa2lW6WDtNRMr+eBPdMNpzHnZnLoTauaE+WGjo4+Vow0dJftI2pnGz41mzHHup6T4Btqeu/zZ28a5oz+Sp6yntcMAZx8n2vNSScsqo6lVRbe5AzO1JaTsz+ZCXRP3O/Ww9fRimraRsqJDHClq5H5DMdkFPSyMiSTQyRgJGQonH/yn3eZ48h4OZOZQqnbj/TVLcVN0UJW5d+j+XZ0wxcN1aP9DZJNxX+jP1JoMNqec51bDSdJ/6mflriiWOBpwR3mMjPRsKhtb6OiTYz7DGTvzR6NHMjFCc+kKjmEf8IqVHCQFFrr1lNgvJ/JVa2QDF+EU4Itt20m+3pNOVtYlOtxX8EmIOwqZ6chry02pTE3h8C+VA+fos2DW0iAWWF5lf0ISx6pVTHZxoD01gYzLLTQUFtO8YD2bV3qi0BEx8zREZ7znQL/6D1T6JpiKFpDCc0iEjCAI40rUZARBGFciZARBGFciZARBGFciZARBGFciZARBGFd/Ads4egku2Q3GAAAAAElFTkSuQmCC)
The two graphs above show the total amounts of money that Ian and Jeremy each have deposited into their savings accounts for the first seven weeks after opening their accounts. After they made their initial deposits, how much more did Ian deposit each week
Maths-General
Maths-
Which of the following colonies showed a decrease in size every two weeks after the initial treatment with pesticide?
I. Colony A
II. Colony B
III. Colony C
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAd8AAAF4CAYAAAAVGfMOAAAgAElEQVR4nOzdd3gU173/8fdsb9KuegeJIoToTVSb4oIBG9u4l7jEJU6zk/jaTu5NfnGabxInuaku2Ni40THd9C4ESBRR1ABJNPUurbZO+f0hgQHT3CRhn9fz2OjZnZ39zuzufOacmTkjaZqmIQiCIAhCh9F1dgGCIAiC8G0jwlcQBEEQOpgIX0EQBEHoYCJ8BUEQBKGDifAVBEEQhA4mwlcQBEEQOpgIX0EQBEHoYCJ8BUEQBKGDifAVBEEQhA4mwlcQBEEQOpgIX0EQBEHoYCJ8BUEQBKGDifAVBEEQhA4mwlcQBEEQOpgIX0EQBEHoYCJ8BUEQBKGDifAVBEEQhA4mwlcQBEEQOpgIX0EQBEHoYCJ8BUEQBKGDifAVBEEQhA4mwlcQBEEQOpgIX0EQBEHoYIbOLkAQhGuFiuzz4vEFUSUjFpsVs1GH1NllCcI1SLR8ha5P09A0DVVVUdW2v7XOrukLaa/9Iv91fQrB5qPsnPUS94wcytAbnuf1zJPUy51dlyBcm0TLV+jaPCc4tHMd8+esJmvLMdzRg7nxwalMvvNOxiaYMXRqs0ultbEVg82CyWS8QgvQT/XeT1iyPIsjbgthCRFYGo5RdKCUuoGP86uf3cngcH0ntCI10DzUNxkJc5qQLlqAhq/qIDvff4eNg37Bgpz/pnRLDp4kB/qOLlcQviFE+ApdmzWRfpPu4RHZg1xRxbpe9/L0E5OIMZk6OXgVPPlzeHmuhcn3TWRS/8hLB6eviE9e/RMr/aOZcOszvJgWgRkJSfLTfOIA2SsX8qf1w3jvnmTMuo5cKI1AQyF75r7N8pT/4tc3xWK92EpVqijbu5035lu59ztxOEN1DJw8GVlvwiDSVxC+ENHtLHRtkh6d5CIiwkmIw4wxNJxIm+3iIfE5fbnOXj/HVixkW3ENzUbb2R/S+fPUgGr2z/xf/ro/hr4TxjMpoycxLhculxOnM5qkAcMYO3kU9oOn8KhfrKIv3msdIFh1gI9n5dCgmS69TgNu6k8cIc9jJ9zVtqQ6swWTQccX3Ve4FjraBeHrJFq+wjVAQVHaj/eqCgoAXqr2b2N37kGym3sysg+483azJcdN+Nip3P3wVIaFtSdD8DgbP9hEldnH8QPNxI66gRumjaC7GVCaqCvYyqJt9Vi9p6jsdRePTO5DrKW9Sac1Upa9lsVLNpJV4ickJp3rHp/OwJJlvLfhKA2NRpa/XsXpCTdz3cgRDIkzfVq2KhMsXs/rcw5jnvoQ1w/pQeSFu7uSk6j+03neomHXn0myOg6vXEdujRt3q5tAwEbUuOncnRGHEcCbx5I/fsjpsY9z19hU4u3gO76JpUvyKbGP5XtP98dSvIu1WXkcPawx6I5UGnasYcfBRsyDb2PGPZMZm6RSX7CROf+ez46qGiyL/8ErB3sw+p7byUgOw96++GpjCQfXz+HtVXvxyWHM+/PfyAkbzB3fnUiqvYG8lWvZf0Gd92TEYVBaOL1nGzlFBWR7hnBbahX7t+zhmH0ktz5wJzd0MyEI32ai5Stco/RYHUFOblnKx+8uYM3BJgzJvenhqiFvxUe8tSgfD6AptRTMf4PVVUZC4lLpF17N4ZKjZJ+QgWZOH9rB7MVlhPbsTrd4jSOzZ7Fib1n7iURV5G7IZNOeFiIGjSBjQDei5JMcOCUTkpBMYrgVgyOS2ORe9EqKIsxy/s9JVZopzVzDztPxjMjoRbzzYvu6evTmSNL7RWGSJKCevDkzWXWwBl9YT/qlJRHqKyLzw9d5PbMSOXCCPYs/YvZ7i1ifX4tH8+E5uZv1c9/jvdkr2bSrDA9G9EYNX95qPvxoHh9nVUFiOulRTRxYuZg5y3I4rVpwOCNJ6h6L02DCEZdC79TuRDtM6M9pzUrmEFzRCSRFhaLTuYjv2ZvUXjGEG2o4OPcidX7wOq/tqEHVG7E6JSo2LeLj2TOZs72Y8opq3C2N1PtEu1cQRMtXuEaZCO09iB6heqxWG67kkUy+K53QoeH8/dezeHfZboqf6kd/uYI9C1aQN/42fnD9WHqMi8CaE8SoD0LlAfZv3cw+66M8P7k/0J2Keffz0eabGNE/BtORVWzKrEcachc/vSMFCNBSnMs+NYWevbsxdtlrfKAbwIhpdzO1txVo606V2v9S5UZKcovwM4jYcBvmq/i1qcc3MOvtHHjgZ8y4bRy99TA4JkD1/77F7Jm9mNRvPDoJNMmGxahHJ2moGNEbjdhsBgIWAxJgie3D0B4hePUqIfEDmHD/AOKmJOB+8l9sydrJnhnjuCN+EBMnD2f567mYxk7nnikRn6lHskaRPGwck/bv4oM9iYybcRs3WIGTC3jlrWx44GfceV6dM3n3jVRuGvEwfdP6092kYvIrmJKvZ8Ydt2G3hWKNMX5VXwJBuGaJlq9wDbMT5jSi79aXXj1jCAWwxRCfFAV1VdS0giSZccWEU71hDu9/uJH9Vd0YOWQ4E3uqnDp8gL2b9iLbq9ifvYtdu/KoNQUpr2rE13qM7R9nUuYx03NkSvv7mQjpmcH43g7Ahy+ogRIk4PWcrej8Q6AyQZ+ChIyiaFz5kK6P01mr2V6VRGxcHNHtXb8hCX0Z1D8Wd/YGtpRHM3TaOFJNBoyaihy04ug2lEk3j2RAso2grJ6t1RERho4UBg3ujhPAmUBypBWrp56qRhUI4vMGkNFQ/F688iUKDPjxBWXQgvg9Gho+TmVeqs44WnPWsOGoF9BjsepRE8Zx3aghDBs0mLTePegeKjY7giBavsI1TENVASWILLcdCUaVURQVSa9r27M0JXP90w8x+uV3mf/nw+zfM4OHH7uX6YODVJ04xb7cRpTYDSyp0KGqARqMo5iS0Zvu/lI2HfFQE+cg3PrZ970yCUnnIKZHNJKuivK6VgJB4LKHOt2cLDyOIg3DZjN++uO0hBAWFYaJIxw71QQRAeT2KiSpra3t9wUIKufWpaEqbUEcDMqoAJpMUNVAp0f/JfJPumKdRRSXuaFf+3XMIRaMOtHVLAjnEuErfLNpYB72DH97oy+LXv8Xby/8Cy9XefE9PZzwxiYqE0bx/Z+/wmPJ57xGkpCql9MkN1PpddPkBlznzvTqTvHVG8JIHTWamHcXkH2ghOpR3YmOvMhPTg3S2uDFFKGiKRIEW/H5g3w6foWGhgG9zkVMmOXscknn1iFJHXiN8FXU6bIA/vaHr5WBRASh44j+H+Ea0BYsZ/672POfpUPSVLS6bOYuO4ovejwP/uENXnl2AgmnjnIgvwlddAiRzYWs33EMWaKtlabKyCoQ3o2B0RqtRw6Sua+kraWpKihyEH+wrZUtSbQHS/tbXpgveguujOk8OcJB5ZZMckqqaf1MnV6aT+9i1gsfcMAbSnJGP1z6k5SeqKKmPbvwt9LSImMITWdQiqMtaHUaiqKc7cpWFQVV1WgLwMutyYv9dSYcry4gNcLplZGO8zJ1DkxxnP9OFx+9QxC+tUT4CtcE6Wz6SufFxtltusQ5f0jtr9HQvFXs/tdidp5uQZYiSU6MJGlEAq5+QxgxIoNJKY3k/OUPvLJgG/sO7ifnkzf554oCyoOp3DhjDP11e/nktX/wf8tzyDuQyeYl/+F//pVNnWbAEmZDX1lFQ1Mz1V4fHrcXlXPpwNqfe3/9X9yurmbOG/NYmVtD8OzzGv7Kg2x7/w0W9x1JL5OFpJsfZEZqPQXZOew95gag6dQxSsuaSHv8PiZEGyAkhp5xHvKz91BY1Yiv+Rh5uQUcPdkIqqct4KVP182n60g6+1/bQwb0ZgsOqYUTJ2rxyo3UNvoIBD8bwmd2fyRJAgzE3vTQZeq8n4lR5+8qiegVhPPpX3755Zc7uwhBuCTPCfJ2fMxbMxexem0BtWVVNKJgjLFStvwDFizezN6iGlotsSREeKncs5zZCzZSVNmMaowkZURvXAff4M8r8jhRtJE1uXZ6j7uVe2/uT0JcEim9I6FoFW/NmseKZblUxN/IvbcNoafLTmhKb7qFBanO/oR5b3/Iim3Hae5zD88/kUGsyUZ4iIfCjXOZ83EWBW4n3VJTSHJeeFBXhyGsN2NvzKC7mseqt95j0brdFJwsYs/qOXz42jzW+0bx9NO3MSTCiM6YQP/h3TEWbWTD1h1k7s4kN78e3+BHeeHhQUToAEMYSYk+cue8w3uvLWRLbSguZwAteIL8GhVdQxP1ZZksW7ianKOnaQk6SUk1Ub5hGYs+Xs/O040ErOGkpPYhJcqI1JDNxzM/ZFVhEGevNHrEhGBuP4lKaT7BwQ0LeG/eOg6V1+I3WAiN605SdDKDMy5e54vfGYRLrSZvySzenbeVQyU1NDUEsSYlEBMdgqWjv0OC0AVJmjgYI3RlagCfx01jQwseTwBNb8buCiUk1AatTTQ3NtEqGzA5w4kIMSAFWqird+NXjdidYYSFW1Bry6n0GrFZQFFN2ENCCXWY0AGa7KG5uoqq5gCaZMIWEU1MuA2TTgI0ZG8T9bX1NLoDYLDiiIolzmVua8kFW6iuqKbRr8PijCAyzIHNeKnOJIWAu5HaOjdByYjFZkIn+/F7/MjmMKJjw7CdGapR8+Ouq6PJD5JOh15nwGB3EeH49Hix5m+ksqyGZh+YwsKx4SXo9eA3uQi1mDAbZbzNzbT4wOQIIyLCCp4WGhua8ah6LKHhRISFYNPLeBuqqKjxoFnDiIgKI9RiODtylaYE8LkbaWhowSPrsThduJyh2E06pMvVqcn4muupr2vGoxow20JwhoditxjFeNCCgAhfQRAEQehw4pivIAiCIHQwEb6CIAiC0MFE+AqCIAhCBxPhKwiCIAgdTISvIAiCIHQwMbykcAENVVaRDPrLDoygKTKKKuP3+wn4wOSwY7UYxN7cl6ApQYIBHx7VhN1iwqi/2qEpVBQVJHToLvMBqIoKkoROJ4a8EITOJraVwjk0oJWTew5wsrEVr6qiqQqyHCQYlJEVFVVVCPoaOZWTQ0HuKma++mNmDP8h/7ckj4pOK1tDVRTk4Jk6FRSlbSjIoKygXPl2Qp1OUz3UHd3J2jdf4JG/rWfXCc+VX3SGWsfJ4lKKiutRaFsXinzOulA1kCspPFzK6cqWC0bhEgShM4iWr3CBJo4teIl/VPUlvW8KySF1HNqUxaEaG8kTJjEmykt18UHWbOjGC+t/zf2jd7NsUTUeTeq0PTmtfDdrls5j1sKt5HnjGHT9eK6LauH4vizWNQ7hied/yGMTk3EavmiFGnLAj8cdxBEe8tUvpyaj1haRm5/DJ+9uoHTSBOTPU6tUw8HZbzB3azUx08fQW2qg4vB2lmabGXf/RNLCJFr2rWCJ+ya+++zj/Dg+9KtegjZBP0Gfl1a7C1eX2K2Xaa5rxeJ0YLxCT44gdDQRvsI5NFDqOX6oH3f/6gdMHJpCNy2XOcXHOO2JYND0x3hmmIHa8gJSg+/S5AWj0YSkk652TP6vhRQ3kqmPSNQVlOMvimL4jCf5wTATDZVFTHrvz/zipT9heuN3PDQsmtAvMLySVn+ALet2surEYH770mhC0MB3mLk/eZEPXI/y/Pdu5YZzbiTwWV5OLvo1P31Hz+hnHuOJ6X0IO28BDOgj+zF+qkzJ/80kBxX180RF7SlKI/qQ8PDD/PLpoZiqizi0qJQ5W+2MvfcxpiXZCb2vH6bfHsdZ24ybeC5X7ReiVVGwej0bt7cw6Dff5zrbV/0Gn7ceH4373+eluVE8+eyNDE8K6eSCBOF8XWL/VOhCJBvx99zBhAHdSXQYIcSBzWzCZDRjdYQiGUOJiu/L9XdfR4xJ1xYRmoSkN2L+Am/3lWS2ToIQJ6FWCxajGVuoE50phIhu/Rg/ZRw96rJYtauE2lblC82++fgB9qzdwKGgGTsAElgiSejRj1EDuhEbeqUlt+KK60baqHR6Jjjb53HhMpgwWiJxmvToP+9akSIZOjqDKRP7E6YzYA8NxWE1odNZsIeE4nRYMcZkcPMNfeibYv96WoANJRzKzmJJnoyls4MXQHJT8PF8dlS2ErTYRKtX6HJEy1c4hw6kBEbfHUeIs23sYzS17VZ7moamth8tNDiIGT2F0UYzhlIJyeCn5fg2Fv5zHvlZRTQnjGXyQw9y39AIUJo5nb2F3fmH2ekZzh1plezbmM0Rx2jueOwBbkpspHzfZj7eVofNX05ln/t5aloqUe1jJDfnbWXXwTxyK2TMWgRDHr6f62Mu0nzVFNQzdSoKbV9tPda4BBINTWysbKA1qAPqyducycH8IiplG5pzBA89mkGMBPiOsfqd9dQ4gpTmNJM8bTKDYhvJm7OEdftKqKucxSv/2EXCyKlMth2h2qhSnFdGdUY6/SJcgIq3ch8b5y1i6eYiWmwxdJ/4GD+YZudUjYJccoy6qqHUE0ssAF6ai7P5ZPVhPOFm3Ac2s/JUCw0Dzwlgz3Hy9+xm4+4qzJIH98AH+P7N3bGeu+zONIYNktAM7Y+qKmr7LQJVVUXRwCC5SL8xA81bTsmuJezYWoZfDWPgjTZ2v7mUgpRH+dXzk+hhKWfnkm0crz5BaVM4sX3Hcudt6W0tdbmWos1r2LQzm6xT0Ux89GHuHJNMWMNBNi2ex9zN2ZS5y3n3Dxo7EvszfoiRxuI8tlb2ZXqGhyMb17J2X4D4G+/lgRlDiD++jg8+XElWhYWUSY/z/YdG0M12pnu4kZKcbLJ3H6ROMtHIYB793vUkqqfYtzaTfQcO05g2jr7KcQ5n7SSnpTtjp9/PY3f0w+k7yZ65bzJry0m8wZW8/6cj7B5/F7ePTcB4dA/bd+dTh0bDSRvXv/g0E6LFaNNCxxMtX+F8koWwcBuGi54R2x4Ikg6DI5wwsx6dJCFJ9VQ1KFiTBjNuTAqO8h3Mf20uW2o0JL0RR6SJmu3LWfXhTOZknaSusQVVCeJ1l1O2J5MPV9QTNyiN3skGSt6ZyfJ9lbQASskKVmQXctTQi4w+TqTKbN7+90ZOXqYBK0lnbnsHoENrqqbY56JXYhRhIS2cXLKMnLx6DH0Gk+psoXLXfF7bUEZAqeTAR6+xriWCuJ6DGJ5YR+6xExR5w+nRK4lYlx1zTCoDBvenT7QZ1ddAWX4u+wrLqPG0FdR0aBuZq7Mpjx/BpJuvI6OPhaqCcjwBL03lRzm09yillW58ADRyas82Fn6Uj5Q6gLReaQwYnEqsWY9B09B0JuA0uzbsZPXuICkj0ujm8pD35kyWH3ETPPesKaMdu82Gw3S59p0OS6gda3QsLqWestylvDlnIXPXl6CFqNTVepCkag6+vYCDtQZcfQfTU1/MgS3LmZNTS7ClkMy3/8bMIhu9hg6ip2c7c99aw/bCRmRnHEndutM9OhyzLZ7eAwcysHcEJs9p9i2bw8LZ81m13409bQCprmoOL/47f/7HR6wp1pM4ZARDw6vYOHMmy/ZV0SwD+Di1di27MksJ9hpCWoyEZ/9H/H1VCV69DZfhNFlLFzNn/jbyfTGkj0gnsSWXte++z4J8LzpzCFGpafSItKB3JtKz/2CGpDnx7F3Ousz9nAwbyPDUGKINBSzKqenMIybCt5ho+Qqfw4Ubd639TGMzIbHpjJ4+gd76sfS0/i+/+89qlh18iIk3hBHWO51uZhVjUI+j5wRm3HUHIU4Xal0uO7dlcSTySV6c2AuI5fgHD/DRltsZn65QO3cbRebRTLznZiY46on1HGf1bxaz+fGJPNrDeJHaNGRZaQ8mheaSHLbNW0tF+jSev64X0Y27eHXdSawTZ3D3jQNw1FvxHv0Pf3h/Ow+MTGXv4jUUTH6AF8eOIG64A2mPgZjefUg19Kf3xmNU9BnPbeMHo0PBH55KtNyEjIpqMIF3Hxu27CTb3YdHfj6DfhLgPUHO3iDxMWGYY/S4FYlWWY8JCBzdwZYV69iuu5O/3Xw94QAZYZS8MY98NCSjinpoPZm5lbT0+y63ToiBARaOzX+e9zbex43J/YkwfYF9ZymEhMQEEiP1uPUOIlJv4KFHpzKhxklUxRb+sraB0S8+xC0jopDiain52yY+WZLD5GfDqThSg3n6JG6a4GKcbj8Tf57L/sLxXJfel95DhzCkxyGyPP25/rYJDEPDV+snSm5GMZmwxg9m4tTe3Jys4w+/fJvF205y490Pcf8AJ4wL58RNv+GTnBNMGxSPU5fD8s1HqEmcwA9vuY4ofwLGY9t48p1MHr/lEfoN6UGoasZui6XHyKnclnYr/S2t/PZfO1m5/STfS+9DytgbGTn3n7zXNJgxt85gbKSfA6uy2JVrI/nZCYweITEoLZr3SzS0i3yzBeHrJsJX+JI0VDWCuPjI9pOZbLiio0g07aG4shkIA/SYLXrUhNGMyRjI4NRQIMCJ/YfZs2UfnpuLyckqx+OvpEovU1XdiOd0Nmt3VlAWX0LFvhz26Mo4UlKLQaqnotYHnwlfkHQQ9DRQWXyYYl0rRw7ksr8uifuefZypA0JpXbORrGoPSScK2b/Pj3TyMCV1CtRUUycPIjw+nMrVs5npbOa2SYMZN9RFqFWj4rCfoKqiBn14ATt6zK4kkqLsmFt16I0BarPXsa24Hs+YEW3BC2DtzohxbX/a46OwW5uQ0GGkhWM7d5CZU4bzpWFtwUtbN7FBAp2kx6CrpWD7Ho7lN2NKzGNfdhF1FQXUGhWqyuvwfZnLp3Q6JF0EEZEDuHHqYBJtkJgQoHzuWna4o4gvzCZTikY6dpyKWi/BYAPukNFk3P8DRg+w0FhWQF5pK4o7gN8bxA8QCBAIym23gPQBFglLZDeSIi3otX706xvXdpKXK4qIuN5E6HsyYIATHQpafC/6u/xsr23Eh0Igdwc5p0/jMZwgf58FfeURimpVdFWV1PhUsDsJlawk9ulDSlTb3YFtMbEkRus5WlaHG7DLXvyyBkoAv8cD6LFHRSPV5LBl9hukK5MZ2W88340T16YLnUOEr/AVUFFktf36UQ1Na4sS5ezdKjU0VUNzWDBK7Y9pJyk5VsahvGbM3bNYWychK34awydx15hkzCeXUhCoo7zqKBFbfJTIrbR4TCTfOZWM2M8GbxsdOtWLu6qUQjlAi6M/k//rcTJSHEA9WTsLCDaqVB+1sdVfiOxuxGNNYfrdw0l0pJD+1EOM+817LHg1j9y9d/LQI3dxy4g49NJFWvwoyEpbm0lvaOTE4WJqKnTERVz8bCNFUdE0QKdH7y3jRGkZhfU2ptgM581XAzSdDkNLKQVHGigtrCMyfhurT2v4fT5aEiZz/6gE7IYv01bT0DQDep0Vs759ebQKDmzLxxDoTsk+PepxM3JTLYZuaUwZ058Eu4uogfEUHdhNQflRsrOP4fbFY7jkJVEaICOrbQOyyEHlzIpAURVUTSEYAEygqiqapMOo12MwNHF0/xHclSdo1oey/ZNSZI8bn5zE7Q8OJ8EEBNq+a0owiKy0vZeqKCgq6C96SZEK2Oh103RuOVnOP+e8ze8K9zHlwYd5+K7rSDOLy5CEjifCV/j6SBf83X5CFADNdZTXNFHffSw/evFlHkqCM09JkkTFov/Q0JjI2O/8hP/5Tl8cmtZ+bE7iM1kIgIamaJhd3eg3YQbT+l44UT3lh8ppiX2AR372Ix5OM39aiyQhqX5ahz3D395IY8Fr/2bW4r/wcpWfwMuPc+NnNs7nL5hEkIAniK8yiLe+BYi4zDqRQJHxawEaVI2mFh+cPX1KQgIknR6pvpLiej/akFt57Jc/4qbw89fPl6e1n0zX/rdSx6kDNQSHP8/3fnkXGRFS+/ppW99KfQE7FrzFX7aEc99PH+OpJ0+xPvc0snLhRVHSBf9eXSltH66EjkaqCspotA1n8g9/xQsZjvM/J4DAmRddBelMKSrBqFFM/3EiaelzmPnaB3z8ahEF7v8w+7nBfE1XPgvCJYkeF+Hyzt3Qf2Z7Kl12Wyud8+DZbeCZ+dkjiI8w42goYENmMTKgaSqqHCCgaYTEdifMUErR4QMcqlFB0lAVGTngJ3ix7a7UVoumqShy8CITuIgbEIvhSD75+wqpBSRNRVEUgt4WfDXZzF16jGDCRB7+3zf4/fdGEVF6jMOHymgwGNADqO07AO1h0LYoGqrqJK5/dyLVao5v3k2uH2ivw+fxoZy7qlQF1ZFA76R4ejeXkb0rn4YzJSpB5PaztbXQGHqFy3hPHGLbngpAQlNVFDmAL6heMXrOrPu2E9AuOgHnfXj6cBIGRSHvymF/4UmaAElTkGUVTamnqnAb8/6aSdgDT3LvyARsgSCarKCpCso589Q4E+jq2WOpF77VZ9/+0wI1QolJj8VSVcrRnQepaP+cVEXG75PbelfOvFiSLvG9a18DEqCqaOhBKSRzSzZZxaGk3/4iv/n7r3ksXSZ/1X5OKIhRv4QOJ1q+wuVp2tkW19kWyKdP8mnPsnbuo+f9e+ZpjXNavoZk+o0bzfhNr/HhX1/hFf0jTOlpJXAqmyz9VJ4edRO3DdrOP9a8yz/MAZqn98PVUE5ZYS2hDzzGjZEXbHUvWydAJMPumEr/HbNZ/c7rGOV7uG2AmcbT1Rw5befWKW6y/51JcsZzTOgWSbfESBJHdyO6WzQRJjNmvULg5CnK1BFEVTfjjD3zfgrBgIPkMTcxetge/rr6TX7/Rx0/nZ6Csb6YrSuqGfGLpxisSkhooMoECSMlI4Nxg7fz7/n/4E+9w3jhjgT8+/ZwsEmmtbKKWvN1DLtpBANylrHqr38lInAX18fKNJ06xF7LdH50UyKWS3Q9a+f0MGhqe53SeRO0NXzRzrY4kRIYe/9UemYt5N2/G/FXT+a67gGOFzbjNUUwvJcZg87DqQP5lN2kUV1YTjBYRfXxQo6c6oNLs2K3qcj+ck6U+Rkb0UR9iIaqnfmenPlw2j+rM3+f991RCQYi6Dd5MkO2vM6yef/mVXMT940MI1h9ipyCCO5/bhJxZ1589jPXzmk9n/nWmbCG2dAfLqO6pRV33SkOLdpFfUXekHAAACAASURBVJKblEGTiA2NI7VfNJFSL2J14oQroePpX3755Zc7uwihK/JxOmslK955hw82ZrGrtIrK0iqCqhFXn26E62S8hSt4691FbM09Sm2rmaheMZjr9rHhnXks219GQ1CHMdaFIXse7y3IJL+khsb6AJakRGJinEQk9qBnzzCU/JXMfHsuq1Yepi5lGt+ZPoDEyO70H5pMSNMBti18l3cWbmNfYzRD7r2PqT3t53XZaGW7WfvhO7y1citZJRVUlVZ/Wuc5l3Aa4voztIeRppy1LH57NoszS2iIHMk9j91Ir1BQ9r/BK0vzKT+6jlW5EQybPJ27JvQi1qYnWJfH5vkfMG9rBcYkG41blrB4eSaHS+ppaTURPWA4o0b2JLrpAJs/msWHS7ewq74P9750P6mnVrJg3lI27T9KrduLLjyJlMEZDE2LwnB8M3PemMUHG05h7OnCm7mfen8LlYFY0sdPZMIAE1U7F/PmWwtYv7WMYP87eGJ6XyLODHBynmaqi7Yx7z+z+GjhOo7VHedoWR3VzXaSU6Jwmg1Qn8e2FfP5YPk2iquraPKDMaoXvSMtWLoPYkSSn2NrFrPwvQ9ZurcRc/p13D7jenq5HDhNR1n27zeYt0eh96QB2PK2k1sB9pR0hgzqTrhcRvH6Bbw3P5NSvFRkbWb9mp0UlDQSTEynr7OavA2L+GDFDk7U+dBZwkiIrWPLm7NZvPUwJXVeZFd3+g0fy/gBYciFW1gy8x0WbjrEcctQ7n3sBlKbs/ho1hyWZB7gaH0Ac3wcYZ4C9i2Zz6KNhVS3gC6uF4N7xxFpd3P4k3f5YPE+Ttl70ie0hIKc9czftI/jR4rY776O556bQt8QccxX6HiSdvFmgvCtpyF7W/F43Li9AQKKhMFkw+GwYXdYMUoaWqCVxsYm3F4VnclBaLgdM0G8jU00+2QwOwh12rHIrTQ1ufGpekxWOyGhDqzmtrNMtaCHloZ66t1B0JmwhkUQEWrBIAFaEG9zAw2NrfhUPUZrKOERTuzGCzaVso9WdwtNbu9F6rxgqYKtNNc30tTqRzVYsIa6CHfZMGpBvPU11PqN2MwgK0ZsIQ7sVgM6LYjf3UhdfStBgwNnmA1j0EtrSys+1YDJ5iDU6cCil/G11xvQ9BhsYURFhWAMuGlpaaHFqyAZrThCQ3HYTOgVL+6GBhrcflSDHVe4BbWhGZ+kR28LxRViwaB6aaproMkrI+ktOMIjCA8xXeJ4kYoS8OFubsHj9RFUJXRmOzabnVCHue3abcWPt7WFxmYPQU2P2R6Cw+HA3n7Zkupvpr62iVZ/EM1oI8QVhivEjF5TCLbWU13bimwKJSLMjNzYSKtmxu5yEmozoPlaaKhrxC3rsTsdmDQZX2srftWA2RVOmAUUbzMNzT5kTNhDQwmx6/A3N9Pi9hLUWbA7XbgcZgyql5b6BhpbfCh6E+aQMCLC7JgUL83NzbS4fSh6Cw6nE7tBJdjaRJM7iGq04XA6cdmNEGihrqYet2zE7nJik/x4PX78GLCadMhYCAuzf+Y7IggdQYSvIAiCIHQwccKVIAiCIHQwEb6CIAiC0MFE+AqCIAhCBxPhKwiCIAgdrAte56uhBVupr2/G53XTqLiIjwsnzHapUv0011RTU+cBZyyxkaFtZ8MG3TTW1VLZrOEwq7ilCHp0c2Hq0GURBEEQhM/qeuGrKaiNx9i9fit7NyxhTsPtvPzyw9w3JOqCCVXk1nqqiw+za2cmW3aUYh7/GI/dPoZ+kQo1eRv4+OONbKkNY1RsHZmVg/jeiw9wXfcQzOLSAkEQBKETdb3wlQzoowYz9eEwlG0fMd+gouov7B1XCTQeI2f+67zyrpsJv3yeX73Th0hD26B62vFPmPf+ZjZ6JvH31+8g2X+C4a9+nx//wcWsP93OoHCz6G8XBEEQOk0XzSANMBMSYsag/2wzVa7PZ+f7f+O/Fsfw7KJ/8JOpaUQZzoxm6+HIju0cLG8gbOJQkiUJDBH0G5sBGxax4XA9TXIHL44gCIIgnKOLhi98OhL9BeGrVHBs6yrefr+RKb/6PpMTbRjPW4oKjufX4m4KpW/P9q5qvRFbt14MpIT8klpa/WJcEUEQBKHzdOHwhfNHX2/jKytg/7YNZNdWcGzJz7lnzGjGZkzju39YSk61Ai2VFNfVUiqZCTGd6VWX0JnM2HUNHDpRRbNfNH0FQRCEztP1jvleVpDGshKKCpuxjH6Ux58ag2VaBbXFW5k36x/8zRzK/7vFhyyp+HQSuvMazRISMm5fEEUVLV9BEIRL0TTtK7pvtHAp11j4+vDU1VJ1WsU2fDAj+g7G0XcwTOiFenAHv1+3kz0D+mNzhBAZDOJTzr1Lp4aKle6RTqyGtlvdzPnwI9asXo3NZkNDQ6/XExISSlNjY+csniAIQidqbW3loYcf5papUzq7lG+8ayx8TZjsdkJceoItXnyAA0DfkyGjkjDkt9JoCKNXbAgRuY2UNXgBC2gqcmMtx/1xDOgZTYi1LXzDI8JJTknGYrGi1+upranh/dmz+fFzz7WdNd15CyoIgtDhvF4voU5nZ5fxrdBFw1cCjBj1EugMGIzG9sfNRKT0of/wWDYf2Eu+5wautwH4aSj3E9G3G3Hd0hhML+J35VKyp4TAxGGY8FF9aC/Hu4/jibRIQs0AGrdMmcLkW245271SU1PDyhUr+O9f/k+nLLUgCEJnOtPdLLqdv35dL3w1Fc1bx6mqIo6UN+OpPsnxwiJOJfQjOsSGNWEAGTdOYnTRftYt3oYrIw5b4Bi7yxOZdHMGw5KiiYu7mRvyvCw9sI0l+x0MUY+wcW+AkY/PYExKCFbgzFnU537BWpqbO2WRBUEQuoIz20MRvF+/Lhi+Ckp9EVnrt3NYTiLVVs/pvTvZHetizJDexFviSLvpfn5itfHOBx+xuG4Qztoy1Bu+xwM39CXBAjCYqQ+o2JyfsPD9hdTHtXIw5gl+++gQ4oxXKkAQBEEQvl6Spmld9tDmp6VJXGxHTNM0kCSk9n8vPg+QJA0N6cIrhj+jpLiYabdMoeDokS9VtyAIgiBcTtdr+Z7jSl0fZ5+/zHRS+0AdohNFEARB6Cq69iAbgiAIgvANJMJXEARBEDqYCF9BEARB6GAifAVBEAShg4nwFQRBEIQOJsJXEARBEDqYCF9BEARB6GAifAVBEAShg4nwFQRBEIQOJsJXEARBEDqYCF9BEARB6GBdemxnQRC+uQoLC5k+dRp6vb6zSxHaeT0efv3b3/D4E090dinfeCJ8BUHoFH6fH51Ox9oN65FlubPL+dYLDQ3lmaeepra2rrNL+VYQ4SsIQifRMJvNdOvevbMLEdq5wsKALnuX2W+Ua+eY71V+H8TXRhCuHV34duLfSoqqdHYJ3xpdr+WrKagtpzl46Bg11aco9PZh4sSB9I+zX+IFCk05i5jnHswtQ3vQ3Wlse9h9gvx9e8gsVukWFuCkbhj3TU/D2WELIgjCt4oG4sbhwtXqmi1fTUWVqzm0+DX+/mEmBys9l5hQIXB8Pe/8/VX+srqA0y3te23BMnI3rWHuon2UBVWC7goK1rzHW+uP0yCLPW1B6Mq+bGu4Y1rTCu7yoxTsXMuKtTvYlleHKoJX+By6XstX0qNzpjB0vIWa+X/H5tUh6S+2j6CithSxZdVyVmyvQLpfwmRom85zeB3LV+7lYNiDfPD0BEK1Gno2PM2Mvy9lUJ8nGd/Ngaljl0oQhKskSRKFhYUUHz2GJEHb/65AAw2NyMgoRo4aeYWJZXy1pyk9WYNbZyPUqkdpraGs0UJ8am96xLuwXrFZohFsOs6B5W/wnz1OUm7/KaP7RXSt1ozWSOn+BqzdYoiItGHs7HqE83S98AXa+m90WGwm9BcNXlC9NRRnbWarL5lRESZW60FFBzRRtHMfxbUBku5MJxRAtZM8cgxRf1zN1rw7GRLrIFKkryB0WW+9+Sbvz36PlJ490JQrt2QlnURdbS1J3bqxZfu2S06nBRqoKC1gX04uhcfKabLGkRJlwl++j017PESOvp8nHxrPsETbFd7RQFjfDNKSFxG1vwUsxq7X41y7lf+8lEny9x/hnhkDiOnseoTzdNHwbdPWe3SRH57aSM3RPSxdF8Ijvx/L1sVvodc0kPRAOceLG2jxRDAsvv0Ir06PMTqJfuYKCktrcPuTiDR1qX1UQRAucNvtd/Dsz56n1e2+4rQWq5UtmzbyyfJll5mqiRPb5/D2vP0c6XYvf/nV90nSS+2hqfFM/Up+9Ww+B3J70Cuxz1WcH2LF4bDjsHrObKy6kCBVmZvZU7aLksKJjKkfQEx4Z9cknKtLh+/FyTQfL2T/2n24nnqePqZCttEe0ToJmiopbW6gVB/LzbpP90UlnQ691EJhWS3ugAwX7XjucvuugvDNdZnuZAkJWZbx+Xz4fL6rml0gEEC6zDw9h5bx3sxMck038qsXbqbbeWN7SEjhk7h7TDXVzgDN0Ba+mooiyyiahISKig6DwYC+fdty8ePLGqosI2sgaW2v0en1GPQ6JDQ0RUFWVFQV9EYdmiwjq6AzGDEa9OiktveUZRUNqf1xCU2RkYMKqqRDbzC0z+9iNOAkO7dXE2MvJ/vAIfYVZzA0PPKq1qPQMa658NVq88k/vIfNSd/hT2k20Nq/gJIOnR7QSUjSZWL0Mj9O3SW6uAVB+OrpdR35ezvFrsVr2FWpJ/kHE8iwXGwaO4OeefycbYRMy4mdbFywlDW1oaRoR9leM4AHn3uM6QNicFx066miek+ye/brzD0ZSrx6hL0V8Qy7434emjaIJK2C4p0rmT1/JwUFdm762TBOzfonSw9qxM94iV89P4PrncVsff8N/jl7PUVqf25+6uf891PdqV78Oq/9cx57Im7grie/z6OT0oizX2R7pimoBZtZ3eMRHkiApgVHKMw9QfWISKK/svUpfFnXWPjWc2THKt56/v9Yrfyb1b/VoWkqQZ+MsuAn3PvRUn78+4kYHJEkBX3ntXA1VUXWQkhPiCTE1LbYv/vNb3l75kxCQ0PbptE0gsEgA/qmd9YCChehaRpGoxGz2YyiXN11iJIkIUkSHs+lzpQXOlsgECA8IqJj3qz8ADuOVFIVNpLpfeIvuXMunbND0FqwknkL1rPC+iCzfjcMm/c049/7Lc8+/xryqz/i/mHhGM7OqK37Wmk+RvbsV3j+1AzeenECPZ1BTi57lV+98xbVtY/xi6eHk5Tckz7G+cytMBJX9zA/fXsVj27+C0//78csG9iL7g+NYNIjT+BrDvDPhU3EDEolRmcjYvqdjJlbxtDnfsQtI3sTZ71Eu1dzk7/xEH2GTGWMawrbV39IaUEeBTXDiI76Kleq8GVcY+EbSvcJT/Dr5dN5HglNU0AuYsmTP2fR0J/w4n1TuON6M/trt5OVX09JVQtgA1UhUHWSw/7uTO4djcPS9gN78umnuP2OO9DrdRhNJkpLSnjuRz9m3sIFSJIkBgDoIux2OytXrOBPf/wTQ4ePuGIASzodzU1NNNXXsWjJx8iyghh+pWsxm80cPHiQ3778mw55P62+mlq3B9liwW65ms3eKQ5t2UXWDh/DXx5ElNkC5hQybr6OXm+8zZJNExjZfxS2M71lkh49fuqP7mTeeyfo999DSIkIxaKD1PHjGTT3H2zatomNNw/n/ogoYuPi0BljuG7SYLpHWzDcdAOj/++PlBw7yemGEXSP7sOAEX0ZmLmKzH2nCY5Kw9hwlF2pU3imbxJJlwhekNE8R9iQ3Z/x34kn2nUTtwxawKulh9mZV834CaLt21V00fCVAAsWowR6EybzmT4iAxZnNN2c536BrOSaJQxxaQwe1RObAQZfP4I+B3ewb8Mh6qbGEKFzc3xXFg2jpzEhPZwz43DExcURFxd3dk42qw1JkujXv39HLahwlVJSemDQG3CGhaFcYRxgnU6Hqir4Pa30SUvroAqFzysYlFGvsifjy5IMRox6CMgBvAEFrnThTW0phcdOcFRJYHKio/1BHboe/RkR1sSs7AKKa/qRZmg77KXpJDQaqD56gMx6Bw90c326cY3uTf94A2v2FbE/r4L7bzRiNJrQSXZcLgt6AKuDEIOGEgwQlFXAQnSPNPr12sbq1bsoeiKZiN05OEY/QUyI+dJ1yz6aD61j4dEjnHq1nPWuIMcPlnLyqI6TuSVUTYgWZz13EV0vfDUZpTaPLTt3sX73Kaqrt7BhsZPwGZMY2COBiDPnSck+3Mez2ZyzhVWn6infspQFCQYevHMUvYZN5567NVi3nj//s4KRIafZXDSA7z93K4NjbJdc6EDA31FLKXxOwWAQAFVVUVX1itNrqiZ6Lrq4Dv29JaTQy+XAdLic4hO1MDDx8tO7G6lvbqHFYMZ87qFpcwgRVolgwI9fVs/2p0gSKLKPltpqag3ms2MOtLHjtBowqkFaA23fYw0NUFEUDQ0JSVVRaDtccqZP3Bzbg7R+yUStXcuqvQNJ3WBh3AvROC5zEbLsryX/k3JGf+8ebkiwYTUZGJlgxP/6TsryD3C4bhQxHdTTL1xe1wtfJDBYsYckMOT+n5HgtxOREIvDYEB/bk+LJKEzOwgNT+em5/8fIw2RJCQ60aOiSTH0nzQFU8QBdpYquFy9GTF9EHdcl9h23a8gCN8uIemMHpXOugNF5O04yPHbEkm+yGSBkp0USMlEq6FEOAxo7hpONgQhsb2lrMn4fRKRadGEOywYtbYYRQOdwYzdGYrdf4qSmlbQzgyJqxDwadjCXMRGu0BpubqDINY4kvqnMzxsNaven0NV2GSej7FyyR5nWvFU5bPyaE/u/cVtZJy9VDmexv2HeOPQAbIO1nLDRHHWc1fQ9cJX0qMPS2XUxFRGTbzMdHoztqShjE8ayvjJFzynAbYkUkcnkTr6a6xVEIRrRDj9pt7GrQXVzNu/ivfXpPOzW5JxnDtJ8BjrP/iEY+nTmDIljUEDe5KSnc/2bUX8cEB/DEhQeZT9Sm8yRqTRKzIECQmdToem06Mjirh+Ixgfn8mODQepnnAjiXrAV0qB20VE6gBGpYUCOgx6HaDHYJTaRsUyGtBLEjq9of05AAfhKemMGRnFgpVFjH77F0QZDZe+kiPQRM3hXRxKncZL540RksKwUX1IPFTIgR351E28HtH47XxdL3y/CuJyXUG4xmnodHpMRiMB45UHRjSaTBj0hvbu3IszJE3k9scacH+4lm3LFrGUUfRJiiHcIqH66ziZs4yPDkZwy9h4kh2xaOMnc++xBj7auYpFGQZGOP1U786nZdyDPDCxB07vafaVVlJbU490opjjrQnE9p3EE4/s5tiq9SzbHMbEXiEo+fs4GTeK0RNuZEyEQlN+MSWnq/F5DRwvKqdxQAgUH6eypZmaipOcKq9DjorAIIElNIE+Y8cRtsvBtIHh6PUXWzKFoKeW4uzNrFm6Hd/Am6iu8hASbUMnAWoAQ3gYZrWKo5tWsfSWFG7tE0tMiBhwsjN9M8NXEIRrmgbU1dVy5MgRvFdxuZjZbKa8vAxNvVyHroGIwffy457DGbNiEQs/eo2NPUYxOsGEv2wPm/IMpM+4k3EjEtouUOxxI3f+IATbgo9Z/u4C6vsZOFHdh2dfmMGIGB/HM3dz+LSGzWZGX5VP1u4eTJvUi+FP/De/c7zJrKUrCaRK1DTGc92dU7hpRAK2+qPsyTtMYaOB9NQAxTtyKe+WTMWOo/i6xWPxn+Z4cSknU8Lp4ZRA0mONSiDt1uEMCdNx0ezFS/OpXHas2cz2UgsRkXvZfiSZhHALNqMOao9QUNKI7LQR4S5h2/INRN53J7f3c32Rj0b4ikiaOCvlrJLiYqbdMoWCo0c6uxThAks/XsJPn/sJYydMuKqznRvq66mrrmL33j0dVKHweR3IzeU7Dz7Ewfy8zzz35z/+kbdnvoXVar3q+QWDQYaPGM77H310VdO3bfraBuXhzLFbSbpIx5mGprVNp2kXjNNz5nVn5nM1r+GckbGkT4e3/PShTyf2nt7P3uVL2TvuFzw38KIjg1xFLefP/+LPt3n80UdJT0/nhZdeuvx7CV+aaPkKgtDlvPjzn3/tAXDeUJQXDd2zT54Nq8+E1iVfd5nXXPjeF0z/qWrKjhxh3ZYE7n7mCsF72VouNX+hM4nxFAVB6JLOjFL2ef/7Zmjl9PYlzFu4jGO33sBAsaX+xhEfqSAIQlej1HC64ARFhSZGDEnq7GqEr4HodhYEQehqdHH0v/OH/Ha8TGiKuPn4N5EIX0EQhK5GMuOISsAhboTwjSW6nQVBEAShg4nwFQRBEIQOJsJXEARBEDqYOOYrCILwuan4m+tpbKij1mfC6owhJdYmRrYVrpoIX0EQvmVUZK+b5hYvQcmAySChBX24/XrsYS6cdjOGK6aoQtOxLNYtmM2sg5H0mPZD3vzhoCvdJfhroyl+vC3NtLi9+BUdRpsNi14l4PUS1NkIcTkJsRpEV2cXIsJXEIQux+/34/f7z29JShJn7993ZtzGc2iAwWDAZjvvlj4XkPHUlpCXtZF1Ww5TYU6kd6wZ36ldrN5rYtC9T/HMvaPpG3Gly3uMRA8dS9+dK3Dub0UxGzux1avhqz9G9oJ3+GD+ctYec5HxwAyuSwhQumUtucGBTHr8aZ6YPpSkqxgoS+gYInwFQehyXvnd73n9tddwOp1X/Rqf18fQ4cNYtnLFJabwU7tnPrM+3M4u6zT++JtnSHV8OrbzCyfm8cL/7Gd3cgJJU3qdf7vBiwrB6XTgtPno3CHyJaxR/Zjw6LOEm5vZ8koIDzz3U27vZsH4/Sm8++SLvD3rI6zR8bw0IbYT6xTOJcJXEIQup6mpice/+13++OqfaW1tpaG+niUfL2HcdeOIiIggKyuLERkZxMbGosgyNrudpUuW8O9//vOS85RLVvPB6xvJah3OD/91O31Czh/bWZd8M3cOnEu9yU09XEX4dr27l54Z3fnsv9Z0ho1KYsnbZRzff4q6CbHiXr5dxNcWvmpQQWfUo/nrKT/6/9m77/ioqrzx45977/TJzKT3BgkhCSHU0HsTFLCCgGJvq+666j7ub3ct29x199l13dVnFd21YwNFRQXpvfdOIAQSEtJ7mXrv748EpCeQQQKc9+ul0Zk7c8+dmXu/95zzPefkcszQgR4pwedYEuskmhdf2W4WLFxHzv4tLK0ZwsMPX8+Y1KAftvFUkL92Fm+++gkLcl3YU8dz/zMPMSEjFGtzp4aveCOL537LZ9uhW1Q927WxPP/MSOLFEpaC0P5JTf9IkkRAQABVVVXsz87m1km3ERMTQ0RkJCbTqW2odpudcy/nW8LmL75heY6b0OnDGRp2trAZTJ9H7sJrMJ7ou3UXb2P1nC/5tshKPLlsqO7OHY9NYWSSHYN0jt2ppez5ZAYzc6yEqwfZWR5P1o23ctvIZEJcReRuXszsb3dw5JCZgfenkfvuDL7br6PDzT/nqYfG0MN8kJWffcDbs9eQp6QxZPLDPDotlrK57/H+B9+wzdqfcdPu5vbBnYiwnHocx9c10k78l4xW14ArLBhzTBBiEcH2w8/972Vse+eP/O7Xr/HRtjIaanaz7I1fctd9j/DEgw/x84/2U+ltoXlGUpAdHcga2hV73lZ2HzpGucv3w/OeInI3L+TDpZBxz6/5/S+n0te3mH+/8D7f7y7DBVC9hW8/+Z7PNoQy8dG7GD9+JP0q/suv/r2ePKfvXHsWBKGdMJnMrFmzhn/84x8sX76cqKgofv7kzwkLC2t+/szOS5/vPOd22XZW7jzM0YAYumYmYjzrRhIGhx2LuSn4uvKW8vWnn/JWeU+m3zOJCbdP4aagNbz83HvM31eFioIi/fBaCdAa8tj5yV/5f1sTGHXTBG6+5yGmpRWz/L/vMmP2PmqMkYQE27GVbWLBxvWsOxLKiCde4DeTosj5ahZfLtvHMX0KfUcMY0hqGM7cUoiNJVS2Ede/D/E1ofQfO5YhPeIIMZ1+A9G8RCIKBpMJo6+KwnUf8PbuCNKuv5npozq0XPkRfjT+Db5F65lfZEHfuRdDkjwcWT6XmR9vo77zDUybNpz4/UvZVtqI87zxV0Iy2AmN6UiMXYfBIJ+yJpe31oXX5yDj+hsYO2401912N4/cnolr9zLW7CigAqjcvIQVW3KoTh3EDWkd6ZDRj7G9A9j64SxWHKymXqxgLAjtmtfjoWOHjgwZMoSIiAgURaFTp04YDKcmQu3ft4+PP/qInTt3YjSdPaQCUFLA0cp63BYbIbbWZB2VsG/ZMhYvPEZk1mC6JSbSIW0QE8dlYNryObOX7eWI6kF/PPpKMgpeanPXM+utjRi79KdP12TiE7ox4oZ+JFZvYcX8xawsBntkLIkxIfj0iWRk9aZX1lDG3TWe3t4csncdJK9OxpAwkGEj+9Arup69R2sBAwEGJ0fSb+SGYb3pFm5Gd8bVW0LCh6oeZM2XnzH7s495Z8ZcdtcbCEmMI9ouQm974t/g667DGZxBt6wM4t07Wf7tOrZLQ3nkN8/w2MN3cWNkDnuPNeI8/1roHL+D0+kV5NOXCDOFEpXahxFZsThkQLITm96ZIEVC9WrIlHJwywGKKnR06p3YfKdnJCyjB0lF69m0r5xal1+PWhAEP/N4PHTo2IFevXrRqVOnU55zu91s3bKVivIKVE1DVVV8Ph/nW80WQJJUPD4vLm8rWr+qcti9+xD7agPplXK8y0vC0KUPAxzH2L5mNweL6/ApctNeJRmNSkr2b2HRIQu90sPRH99NfDd6xmrUZ+9k3Y4yMJkwWWzolHASEhxNfX+BEURZfHgaGmloVAELEckpZHTUsefbDRzyuijfuIaGrF5E2w3nPFINQDLjCA0jPC6NrIl3ce9gEyVLPue9WZsobPHaK/xY/NvnG9WNAdYV7PhiLSsP72LvkQC6T72dCalwbMcalm5xIfeXkFuZpaAdH1ZwQgxuMAAAIABJREFUcoEtVgIs1pO3wnksj4aoDJI7RBLmLmBxXiUl3hj6BzUPOZBkFEcI8YZSdh8uoc7ZAUwi10wQ2i0JVJ8KgKI03UK7PR70Oh2VlZV88cUXTJo8ibS0NCIiIggMDGTB99+f+/0iYom3W5BzS8grrIKMiPPvv7qM4qoqKo3xWE7OE7EEEWOTaayopsbpwdtcOZAkUH31VBUVUGiwYNErJ2Vj2Qm1G9E766iorkeVQNNUwIfXq6EhIfl8eDUJSZaQmqtElqhkUtMTsM1YyKK9mXRc7KL/fVHYTOeqwWqAgizFkD5wOEOOH+JBD3t++iZfFCpE9s7krk5ilaT2wL81X30qQzLt6Mp2sTHHQPzwSTx8Rwb2o9tYv3oV66q70TPWitmfcc+dy8LvC0gYN5Q+XSKR68spbKijWFZOu7OQkGgkv7yaRq961rcyGs/TbCVcVgaD/kQKSWtdPQurX53Oe75pIMs/XJ5KSkp4979vc+zYMTRNIy4ulpCQEPR6PcHBwciyjKqe/bwGICSdvpkdia85yu6Neyk+x2be0kMcraijymfCapBQnTWU1JxcU9bweCQc0SEEWozotZN+lbIOvdGI0VNDUbXzpGHIKl4PmAPthITakNVW/o5t0XTISKW7cT1ffTaHFXW96BtrxXLO1mOJplQrHx6XE9fx3XToSkaCBa3yKNmFda3bt3DJ+bf6pzbQmHgT9z9/Hffr9EgBAQRIDVQfUrClDuKWzK50Czb4bxYYXzVF6+bx7ZG+3HN/XzJDgGo9Zp0Ok6biO2XsnYaGDpvZiK656p2fn09xURGKoqDXGzhyOBdN09i6ZQuSJF3msXvCcRarlezsA+h0rf+5SpKE2+1m544deL0+zpMGK1wGRqORXTt3nqjVnk6WZWpqamhsbMTr9VJaWsrHM2fSK6s3vXr14qGHH77APUbTY/x1jNz1Ed+tX8zc7d25t1vgaQlIZWz97AM2RI1m2OBkunaOJXzjEdZtzePhtA6ABBUF5Lij6NYtmcTQAHTa8Zs8CUUKITo1k+62Daxdf5CaASGEKYCvmPw6C8GJneieHAxq0YnXyHJzY7ksISMhSfJJXW2BhCRnMLCngW8/X0qHv99DjFE5d41J/uG1snxSMlhVCaV1OgKCI+kQdr4JSIQfk5+Cb3PTSeMG3p1RSYesPtw0LKb5GQuOpF4MDdvMq79aRnLGrXRyGNu+Y62RmiNbmDOrlJEvPMnAJAcGAEcECYEOonIaqGxwA0ZAQ3U5qVVDyEwMx25s2vv7777H2//5Dza7HQlQVRWv18u9d9/T1tIJfiQBTqeTgIDWjLxsotPpqKqq4q477hRhtx2SAKfLRWDg2SfRMBqNbNq8iXffeYeUlBRGjhrF94sXndGa4fV68Xg8mM3mFls6zGkTmHJfKRVvLeST1z8h/ucT6RUVgEEGNCcVWz7g9fk6+j4UToewDqjDhjNxxyfMnreQ1aOmkmlspHL9RnZ2upWHR6QRqzg5UN2Ay+mC2mpq6ISj6ygeumUxTy9cwIrxcQzrEIiycwPbLZmkDhjNyFjwFVRT2+BE9TVSV92A227AUFNHo9eDs7Ge+gYnYAbAEhRPxuDB2DZYGN8zDOUcfXYaKs6aamrqG1FVH2WlFVTZrViUBo6uWMX2xhhSB43kunQxxVV74Z/g662jrLgWraaI0oJSDJFh5BSDvtGDKsnIuGgszaN6z/esPDSW2EwjtvMm3kkn/Tnbj81NbeFuFr2zAtvjT3NjcgAGaik4UEdAgoOYlFACdx/j4OFy6GcDr5v6IwfYJadyb0o4Ac0p+r957ll+/exvTrxrfl4e140azdYd2/3ysQj+883Xc/np44+3enuPx0N4eDhrN264hKUS2mLP7t1MnXz7WZ/zeDwkJiYyfORIjM0ZzidnOmuahiRJHD5yhM2bNpGelobR0FK3kZnYoT/h+dRBrPn8Ez79xQO8kTKIIfFGnHnrmLdFo/OtjzGoXwIWgIyJTP+FjYD3P+OvTx5gUDcdhwoS+fnv7mBYRx+Hl8zh22XZFOTXo6yex6zOAdw6No3hT73InwNf5a0//p09XRRKyyLofdNtTBiRjL18L+sWzeWbDYcw6qpZ8OF8Ot2fTOEnC9jlrufIzuUsX51KclA/OgVJoDfi6NCZ5HGd6ROhO8cF20td4W7Wzv6M+atyMJtcfPba/1GdYcOdvZNcXQq9HvkZNw9OJ/oivifh0vBD8FWhdiezfvX/eHf9UUqdGrqvZf75wsnbaIAeX+AU/hFixNCqjHepqXlFamqKOXl/9Yc3sPT9mSxLmsp9zlz27ZZRypfxxopoxt86iuvGjaLX9m9ZuHAD2VMSSfGUsmv1JpSJP2FEahCOk/Z/8t2y1+s94zGhffCpLWeznu74BVpon7znyTr2er3ERMeQ2rnzGc/5fD6ys7NJSUmhsb4el9OJ3mBAVlqTwiJjishk+CNdGPKghiYpKDKgqjytgaQoJ9UujQR1uo57fjuK6YAig6rKKM0Zzh2HT+d/hkzjKY2mpE5FbrpmOdIZ+8RrjFZBkkFTZWSl+XoWkkq/6b8na9rvmsZ0KAqKJJH5xMuMerx5nO5JZXBXVVCac4ysm6adZ2YqHbaoTEY/3oURj/6Wv2iAJKHIMqgqKk37F6dC++KH4CtDYBb3/O4lklZ+x39nlRGakkSv7mEoHvXELCuyKYSE7v3pE205xwD3ZqoH79FVzPxyIYuX5VNWMZfPX2/EN+1WRgxIITR/KXNe/gO//mQfkmURC/VNSQbeeo3Eh17mjuAAiLqOaQ/4MM9ewHMP76BvZBmryibxt1+PpJNDZPpdkUTb8VXo3F+qyWTitVdf5cs5c9C001LtNA2v14tOp2tqdvZ6MOgNNDQ0kNwpuRX7lZBk3anjZGX57H2pkoSs+2E1oJNywJAkGUl3tted9v7yeZ478bAO/RlvVENJ7iEWzQ9lxFR7C4ckIUlned9zHZdw2fmn2VnSY+nQl1EREVgiKwiIiSK5UyiKx9c87kxGZzSiV1rxQ5B1KJG9GT+lM0PH3c1vfDqMViu2oEDsMuii+nD9M2/S/SEviqShNidFaZqCNTKWyGAZkAlJG8Xkn/ZiRD1Y9So3SYHERVkv25JfgiC03tP/8wum333XOZ6VTixqJDVPQalpGpqmERBg+1HLeek4Kdn8DV98sYSdg57gKTEQ46rjx2xnBcWSSHqSh2q9Hp9iwtZcyfQ2lrB/+T4iRvQgtMX3kZAMNkLCbYSEn+Vpg43gWBvBsS28jc6CPdSCveUdCoLQjmiaRnhEBOERLYzFvZqppRzeupONG+roPDkZ0V539fFvi4TvIGs/mMWcb7ZwsPqkhiLVg1yzjre+zqHaJ9oPBUE4N9FPDxBIwsDbePD/PcEdqebLXRjhEvBv8C3dyYLdFRS4jASdtFyXzmQjpoPMzn9/zsaCBsTsjoIgCOch24hI68WQsf1Jav0IO+EK4t/gK+vQx2eS0SWZpJM7VxUTRqMZedsqtuU34BLziwqCIAjXMP8G3/AeXJeox1Z7jEPHl+7TvDSW5LBj9XqybYEEmJVWz+0sCIIgCFcjP68ukMDQ4ZuZvX4TX35aRvcOdvTuMo5sXcbcL9ZBv6fok2TDLFa2EgRBEK5hfl/ax5hxIzd4ZvHmP1/hZ88ewG1QkAxBhHSbynO/v4Vudr1Y0FkQBEG4pl2CdfUUAntM4elXhzH5YDYHjjUghySS2iWFmAAx3FsQLobWvG7thZAA+RwLFwh+0Dy2uGkuA+nMtccF4TwuQfD1Und0P9lFXpTwHozuYcXjbqS6pAJXQOj5Z7cSBOGstmzezG0339LqxSVUVcVsNrNmw/pT5kQW/MXNsY3zWDr/Kz7PiaDjsDv5071dxCQ+Qqv5Ofj6KF30L1761wd8lp3CDQ/8gpd+kUWgp5qKte/ysu1Ofj06jgBF3CEKwoXwer24XG56ZKW3WAOWJAmX00lO9r4fqXT+9/Lf/s4H772H1Wpt9WvcbjeZ3bvxn7ffPv+GvnKOrJ3PF99t5qghmqRwI86CDSzYHsSQ++7jrrGZxFpaaqUzENWzO3Gr5uAsyqfUe/YlYC6PWo4s/ZxP5++mxhpJeJiBxn0b2FnmIP66u/np1CyixF3CZeff4Fu9ms/WqQSPfJCne0mYtQqqgUBTAOHJkZQ+MZPV6T9jWLxV1IAF4QLpdAoWqxXVd+4FCQAkWUaWZWT5ym1yLi0pobaujuj4BHzelscmKopCcdEx8o/knXc7Z+5CvvhiOUsqOzN92qPcGGDEqJfRPKMZsfc73py9gTWhodw4JLbla5QugvAQBw5jOWq7CL1ePMVb+OrfM1gWMJHbpt1PXFAAJp0M14+iYP13LMpZyIz1nfjtoMDLXdhrnn+Db00xVdE9yBqSQdqhLWzdW08DgGLBFqCn7uAaduTdT/9oK8ZL0OAtCFc7TVXRtBZmiVNVtAvsH25vZFkmIMBGaFgYXo+nxe0VRcHZ2IiiO8+FpXwtX787l7l7gxj89HUMyAg/pZk4NlHH8CVf4q0ro4xYYlouJYpOQac0Le7SGk3rFl0a7vLdrHj7/3htT0cefX4AfbqGNS2NCEA0MSENVHy3hcXb89EGBbaL24VrmX9DYEQaXaUd1B6W2FVQQr0TqhvdVB5ZyYIPv2SnPYrrAg1nrrwhCIJwGk3TUH2+ViWaSZJ0YpGVs6sje/5XfLu6CHXYbUzuG36W/tmOjLxrLLXBEdiao6Ral0/22tWsLTMSRjEHnCmMmjiIjBADUnMZz9RA0ervWFRgwKEe40hdJOkDB9A/LQyzp5LinF2s25pHRYmR1JFRFCyYz5YiA1EDb+TGUV2JVwrYvXoZS9YdpEIXS3r/UYwZHELNhqWsWLWVQ/okegwewaD0aAKPV899ZRRuXcQ7Xx4k8O5nGHdK4G0WkErvweFElhhRQYw6ucz8G3wN6QxIP8Kqrcv5dulOCso0wqr3EXB0Fxv3NNLlzkcZ1CEAkwi+giD8mBp2s3LFNrKlJMYN6Xr2BV40meCuGQQ3/69atZcNyxYxZ6uP1G7JyG4nZRs/418FDTxy3yh6RetOmjCoebVpTwUFm+bw2rwy4rqkE2qSaNiykI+ySymbdCO3ZJlRa46wa957fLraxPWOu0iTwHVwEe9srUcX9Bh3ZJmxUEne+nl8vTuUG5JGcL0EklLDvk+/I3vUfaRJMienzvjKc9m7ahWbKpN5amQyAWetYlsJjbISGsWlrYILreLnxl+Z0L6j6Es9R3PzOdZQRP7aDRAYR9dbb+KBR4aTbBWRVxCEH9nRA+wtqaU+MIzE8HMsO3hKMKojb8085szeSt64l/jLLTGAlwGO/8e4n73NJ507EDcpBd2J6CshAw2FW/n2tZms7PYy307tjgMY2/E1HnrqGz7yBZDYdQp9OnYmM9bIm4oVa3Q/Jt9zG3dd/yZ33PYJa9YMo3+vsXQfeSf3lVdS9n/b8NnsWLFh7daF0G7TGPXwnQxIOHV51LrKQg7tykMyjyc+zIgmtRBbReC97C5Bz6uRqL6TebzPBKYX5pNfUo/PGEJs53hCRDuHIAiXgepy4fF58Ok0fK3pD2/MYdu6Pew6YuOWvtHNDyoE9hvFMOsTLF6+g5tGxBKnNFcmZAWJKsr3rmPOSpnRP0nE7KOpbbfrYAbGfc1/dq1n6bbx9OlmxRYcgckYR79+cZgBEtPJDHSzsaKCiioNrEFEdU6ma8JqZn67heLrhmPftoIdmYO4OchwWpO5is/rxlXvQZZUVFVUa68Efq6G+nBWFZGfW0BRlYwjJpH4YB8lO5Yw98tV7C934m0xL0EDn4u6mioqy4ooKKmh3n16dqeKz1VLWWEx5ZXlFBWWUevyccop5XNSX13GsaIyKstLOFbegFjPQRCuTXJQKKFWI2pNNaWVDS2/oKyQ/LJyjlkCCTKfFMiCokgJlqnKKaCougG30tTcLEngU2soyztEtiGQIKv+h/gnhxIXakFXXkpefhmqLKNpKmhePB6t6brl9eLRpOYs9aaLZGBsZ9LS4mD1ctYeLWX3yjx6DkjAYT69t1rGaAkkJDYAj7eY4gp3a/O/hMvIvzVf7RCLXv4Ls47EMeChe7k1Zi9fvvg7nvumkKDgaJLv+BOvPjmIeLPu3Pdlmg9f+W6WfreMbavmMatyAs89N5VJ3cN+2KThGAeXzeKVN3YSPjyao0ur6PLIY0wZlkK0RQZ8VGcv4cvZ3/HNkQD6RlWypmog//PsJHqHm9GLm0JBuLbEptMzPpIFO46we0cudQN7cLbpSjSvG1VnAK+K5nPj83lodJ68hYykSZhDbVhMOpTjd/xSU/KVz+sB3NQ7vfyQiyWBJmGwmbHazchaK4I/QEgcyRnJpM78ks/npdNzazojH7BjOcsYXWtwPCk9UpCX72HltmPckZyA8YwZt5oS2HxeDcWo93fNS7hA/v38c9axIvwGxvzs5zw80MO+uV8za7WV656fydz5b/K4uoL1BQ3Un2+YoqRDCe/BhLtvJFOuQcWLVz65mOXkrvqK11/aQNILr/DCky/w7xc6svRPb/DpshwqAAoX8cm7i/g6fygvvvVnnnrmF/w0+GOe/OMC9tW4xU2hIFxzkuk/cQh94xs4vGI16yvOto3KsW9e5YN569mtxNM5PhhT9WG25JY3P69BYw1lDRaSUuKJdljQqSoaoKmgUwKJ7JhMnDefDdlFeE40b9dRVScTFBlDSkJoU2BvVZlDCE/LZFBaDeveep8dY4fS0aw7+yxajjhSBo1hckwt675ayb4GlTMb16vIWbaAD/84h+xW7V+4lPwbfAPDiDMZcXjKyFs1n2+W5lCbPpnH7htIUkwcHaKrKCx34Tn/HAGABJIVu03P6VPTqkX72bF2E6ukvgzuZkNGh7HbQEYpK1m4cht7K2soXL+KrXnlBAzpSYokIZsjyBzYA+f8WSzeXUFNi/sXBOHqIhE84HbuujuLjuVf8eKLs9lRf9omhz7h7+9WU10XQFx8V3oO7c/I6CpWf7aCI83v4d61ku8dY7lhRDdSrdampGFJpqmS6SCs+ygeGGVm28wFbK9rDn+HN7DSk0RUvxGMS1VAlVFkGZDR6ZoStdApKEjIsg7dicqGgiMsiR5D+yNXJTOyfyzGc47TtBDSeST3/nIqPbb/gxdeWcj+6lPDb93Wb5i7YgnLOnYj1Q+fqNA2/m12Du3PmMB/8cqLv+fJbQ1EdLueab+eQKb7IOu++JhX/y0z8VMTxhanNmtKGJAk6XgC/wk1JUfIPVwAmbeTeLz0ujjSMy18eKSAgvxsXPtKqK0OICMlsul5xYAtsTMZ3kXszimjrlsEDqtoexaE9kySZRSdrlW1REVRkGWZ83Z2SuFk3PQznk/ewLLvlvDve2fhTO1P/xgDzsJNLFpfhqXXPdzSK4EggD63ct+TJkyfzuF/HtnB0C4Shw6aufO5B5nY10zhmk/4fM5atm+uQdFm8WHH2xk/rDcTn3me2v98zMtP/5a1GXrKCxQSxtzKuHG9iajKYdO3H/HR9+upKgtn1oxviLm7I8WzZ7Pi6CGyl33F3IwEYsb3poNdArOdyK7diR8Uw+B4E7rzXbaM4SQOe5C/vJ3KwiUL+ONdHxPRoysdY6y4Dmxk2+4K1O43M31M8gV9D8Kl4edsZwfJo+7gkZBMhhbJhKb2pm/XYNT8gxSpsfS+uQupIcbW97lqJ/7VrJ7qwgIO76pCN9aK6cTjBiyBRqT1RVTs3kt+aSX5xDHQdDzKS8gmMw65gk2HS6h1dQarmNxUENorl9vFgf37qKmuanlGL5pG2dbU1pCRkXHe7WRTOB16jiQkOo1+RVU4LUEEm2VU5wD6j5ewxyQSH948n7Qhgo79b+HhhH4cq1UItMk0uK3EdozCrvNh7DyE255NYVidD8kSQkR0BAEY0HUazrQnEhlQLhFgBbfXTHBkBGEOBdkdQfLwe/h5lxu5z6XHHhZFbKCF8PGP8ZesO3DqAgiJiiG8OclLra+jobyaHjffRqyupRxmCdkUQlyfsdwam0HvUXUoNhsWs4I6oD8jnTKmsFgSosWwk/bAr8FXA5TAjnTLshJUUE61WkvRgVIaqj2YgkII2p9LWYMXn8NwkUlPXjyNTuqrvEjyaXViSUKudeKurqHS66Feljh1/QYJCQ/VDU486tlPZpvdfjGFEn4EFqulVRfhk8ny1ZNSEhBgu+DjB9r1ikY2m/2c9dS77r6bPn37olNajDhNtKaVnELDzjp9xqlkM/boJOzRpz7c4WybGgOJ6BBIxBnP6LCERJMYEk3i6U9JRhwxqXQ72/yUhgACo5MJPG3ftoTOhCWcvrGbqoJ81izQM+zPURcwI5UJR3QymdEtbylcPn4NvhIuSjd9zZy5S1m9r4xGb3Ofgywjaz6qD0Vz53TfWRIBWsuI0W4jMMKA6vJyStetquKNsGOJDicmx4jD48XtO3lPGhomYoJsTRONA3O//pqVy1dgNpuRFZnKikp8Ph8vPPtc0wkvMrPaBZ1ex/69+7BYz5gw75wURaG6uprfPv/CFT/PsaLTcTQ/H7O59ccvyRJer5dnf/1rFEUHFxG4LyVZp3CsoBCT8czlCzRNI7NbNzK7dbuo99Y0DemKX1vXR/2RVSxZuJi1QaP436DLXR7B3/zb7Ny4i28++Jq5OyvQxcUQbZabznlJQ/V6UC1tPSFM2MOjiO1oxZlfQS009c1QT8XRegwdowlPTSVoj5XFajWF1U7ABJqGr6aSo+4IMpMisJmaDtvZ6KSqqgqX24UiK9TV1QJQVV2FhIQmom+7oNfpaWhsvOALqqZpVFdVoWpXdvDVKToa6uu5sMNv2ri6uhpFVtrdb1lRFOrq6s76nbY1cF75gRegjJw1y/l+wV6sv3zmxJSXwtXDv8G3Np9dB0JJu+5uHnhqJJ10zROPS+BzVXFwzrdUOHStSLGWAF3TaiGycspKJbaoDqSkJRDw1Xb21N5MvA2o38/6fVZSbk2iY0IK4RkJRG7cx6HteXiHBqLTnJTt3cbByL5MSQ3DbgTQmHT7ZG6bPOnEe5eVljJk4CBe+de//PqxCG23aMECHrz/wVZv7/P5CAwM5OV/vnIJS/Xj2btnD9eNGt3q7TVVRafT8a/XXruEpWqbQ4cOcdOEiZe7GO2TT0Mf2IkuvaPplua43KURLgE/Zzun0C+jEE9SCDb98Zlfmu5CZaOd2L4DCA5sqb9XQ3PXUF6VT2FFA67qMkqOFlCWZMFh0KMPTaXHsBFct3Eey+dtp8vgQOrXrmFv7PXcNjSDjkYjlgFjGLrLxdfbVrEwN4xu7v0s2VhO+p33MKijnaYKeFMhTr5Lrq2tPeMxoX2or2+44O9FVdWr5rusra29qGPxeDzttt+3rrZWTIJ4DpoSSdq4O0kbi5gp8irl3+ArJ9Azq45vSzcxf6lCvzBw+zQkScPrrGT3+/MwPvUcNyTaOOf6CqoXX/FWvvtyKWsLLYTU7WPb/G8JtkxkSO/OxJpsRPUdzyO/kXjlb2/wXnEU+at93PKrO7ihR2TTMlrB/bj5brB+9TUf/+X/2B9dy2bz/bz0cB9iTeKXLAhC+yad8R/C1ca/wbdhG/PmLOKDxbsotZhOmolFRdMMwFh+9wScNwlV1qOLG8ZdPx3K9Md/2/ygdGp/l+wgvNc0XvxoKpIkoT1+ZoKFLqof1z/Sl3Fa07yrmiZdYJ+ZIAjCtUVcIn88/g2+liTSOnRn4vSBOPpkEit58GkgSRo+Vx053+5Fr0DrFt1oOVgeD7jnbo774T1E4BWE9udq6Ra4WkjS1TM8r73z8yQbIXSdeg8dAgJxxEbgUJuHFUmguus4GhxBdaDhUqxjKAjCFUZWFA7n5pLZJaPdDYW6FkmyzOHcXP7w4h8vd1GuCX6Og3rC0lIJU+Tmiu1Jw8L1gcT07E6gTXf+KdIEQbgmpHTqxJoN61Gv8HHYV5uYmLPNDiL4m5+Drw9VlkBVm0fJHm8W1vC5qshZ8D3lY6bRJ8KMWQRgQbimGU0murQwHaRweVwdE5W0b20LvpoHb9FaZvxlMdJN9zO9t4st789iwaYcSk/Ufpumq1B9Xir227i5/2SyzpyrTRAEQWgnROC99NpY81VR3RXkbtqMb8BU3Hoo37qZPTuKaEiMI1hq6vOVmhdxrm042/LVgiAIgnBtaVvwlfToIvpwx6+MeDKisRll0kbcxD1jggjK6EwkTfMvNzU713Dw69UYzSKbThAEQbi2tbHmKyOboulxw/HlMzQSxkwg3mrFYtKfNppIJc5kpTLYiFjMTxAEQbiWtTH4aqgeH+iPz9csYQkJPMe2MvbOXRGL9gmCIAjXuja0Afvw1BexZ/VOCp2+U5f3EwRBEAThnC4++LrLKV75Nk88/DYrjzrxagAamqaJ8fKCIAiCcB4XH3w9bpzeRqqnTmFsogWjBLjW88Y/5vLtiqOcMWxeU3EX5HK00dccqAVBEATh2nTxwdcaTHjmcCbVbGNbbinVDW6oq6KirJLK6lrq8eJsbKShsZFGZwN11cfY/sUXbC9z4hLBVxAEQbiGtSHhyoItqjd33V7F5689yl92VeDxNFBZ6UW/yMx7rxiQNI2mOKuhqRKuyq78ZKwqFjkQBEEQrmltynaW9A6ieg5lnCoTsGEv+Yd3smxDPQHRkXTqGIjsVdFoGuerejyU7tRE4BUEQRCueW2f21kfSlL/m+nYfSS1FTtInFtCYFISPXrHYfapIIGm+nA31lK0fA3VATqxZqQgCIJwTfPbwgqS2Y49pi/jb3VhtunRS/UUF1RRpxqwhUYSHRZB9MQASkwGMcmGIAiCcE3z+5KCQWEejm1ZyKL5y1h/oJgqr5mQ+FQy+o5g3NjuxBr8sR8vnppC9u0pQrUZaCh2Etglg47hAU1Z1wCuco4dOUIm5ZLaAAAgAElEQVR2qUqIxUuFnEhWt0jM/ti9IAiCILSB35cUrNn+HZ+9/gFfbS7EY3dgVVSO5R1k+5Z8avR2HhidiEPXlvmdNdzlh9jx3dd8scNJTJqdoiWbqOg6jfunD6FHtAWJGvI2LeTzr9exW46hb0gxy3OiKXnsLsalh2CVRcO3IAiCcPn4OfhmM+/dJRw2D+Te/7uFUWmRBBklvI2l5O1ezcx357Or971khZm5+ApwGXkblvD+qzkM+OZ1poSDNvo9po3+nIXJ8cTemk74wQV89slKVmo3MOPV64n0FdDjbw9yz59DiP3HZLLCzSh+PGpBEARBuBD+XWIofxf7Mm5m+AOPML1/MlGBAZjMVgKCE0kfcCOPjCplV6GTBk8b9tFQSdnRXNa5TCgub9OShbZw4q1VNNY68dDIgTVr2VNUS9jIbkRKAA5SBg7AvHIOi3dVUN2W/QuCIAhCG/k3+GoyNocFi/HMeqXqqaHoaA1oWtuynS3hRCVH01NbyL9e+YIdZQ1Ub1nLrqwxdOuTRAzHOLinnPq6QNITgpteo+gxx3Sgmy6PfYdKqRezfAiCIAiXkX+Db3xvuhxYzNYvZ/P9viKq6uuorjjG4a3fM+e13/Pkd5EkR5kxtyndOZD4fpN5+s93kbL6t0wbPoZx/+thyiM3MSrdAZV5ZFeWc0jWYz6pb1nS6TFKVezMK6HGdfaqr8lkakvBhEvIYDRwfMqW1pKuokHlRqPpouZMNxj8kuEoXGM0MUH/JefnPt8Ehk8ZQvnb/+Vf9/2TIrcBk+LF49LwWLOY8rvbyQoxtaG/t4mkOnE2NqD1nc4jli3MnDmbv/8hCPPvf8JtERqq6sODhHzKxVdCQsXl9aE2/67++tJfeO+dd7DZ7UiA1+fD4/HQL6sPErR4qZcAm92Os7Gx1T9WTdMwWyy4nE7cbjdi1pGWyZJEfX09Dse5lqs8k06vo7S0lP5ZfS4wZLc/kiThcjqx2W2tfo0sy7jdbvr1zkKSpCv7M9A0ZEXBZrNxoXcgtbW1qKoqzrNWqqmu5pe//hV333PP5S7KVc/PwRcMHfox9h4ToSlrWLf9EIXVEra4NLr2G8G4IXHYdW08CWr2s+7bL5mxJJwpz06lr7GYgb0+5q+/n81/Pkql4/2hxDrshB9x0+g9aaFDTUPVLCRFBGHVNzWL33zrLfTs1ROdTo9er+No/lGef+45XvrrX5Gk85/nsizhdru5/557eeDhR3AEBuLznbGcxBlMRiP/fvVfTLp9MmPHjaWhobFtn8c1wGIxs2TRYv773/+2+jU+nw+73c7/vvx3fF7fFR18jEYjO3ds56U//bnVr1E1DZ1Oxx///CcMBgOqeuV+Anq9joKCAn76k0eRldanSkrA62+9SUhICF6vWPS0NbxeDymdO1/uYlwT/B58wURwUj9GxabRY3glNU4w2oMJDbfjj0bdqtwtrPl+OTvtT/OPhCACCaLXbdOZMu87Xjicy0F3EvExNgJ3VHKkvAEwg6rirSgi2xVDVlIENnPTCdypUyc6dep04r0LCwuRJYlhw4e1/mhNJrr16El4eDher7fF7S1WKx+89y7du3enT9++F3z816rysjI8ntZnymmqhtFoZNDgwZewVD8ei8WMx9Py7+sETUOWZUaNHn3pCvUjKi4uxmA0ktYlo+WNpabv/8D+fYwYObKpxixcEE3Trqpum/boEgTfJrLRQVisgzA/v6+i06OXfDQUl1ENNDVEOjDLdpLjQghyJJKalUHiho0cWJ1Nw6j+WORGCrespyBtBE+mh2A/R7u3s/HCaqFut7vpr8uF0+nE52v57lpRFDRNxe12XdC+rnUulxvpAlP1rqZ+K6fTeVEtp263+6ro921sbESWZcIjo2ipT0iSwKeqHMzeT2NDgwi+F0EE3kvvkgXfS8WW2JNB149gy0frmTkzhOGdbfjKs9ltHsiNY7LoGmYlMHAs48a4cK5bwrvzfPTSHWLJdjs3PHwzfWIDMF7ugxAE4aL4fK2p/UuoqmhmFtq3Ky74Yu1Itxum8pRxLjNXbGaPFEljXjXRU+7nuqwEgnWArjPDbx6P2bGEuRu3YAt3Ut/lPp65NZUw/+Z3C4IgCMIF82/wVRupLCylTrHiCAnGbrg0TReyJZ6uEx/jzxPOk8QYmE6/W9Lpe8sPrVSiIUUQBEFoD/xbD3Ru59PfPMPzL89hdcmZmb+q14vPj91wremWkE77KwiCIAiXm3+Dr6+BqiorQQFhRASdOiRA9Top27Wdw/VePFdPHowgCIIgXDD/Bl/bAO5+Moso6zE2rthLcXUVFeXlVFSUUVZyhB1fzmVnuRO3CL6CIAjCNcy/fb4N2/jmw2/44vtdlFle5XWjgqQBaGiaDtU1mF/eoSFW9BMEQRCuZf4NvpZoooOSGDI2CVPXToR6nbh9IMkaqreRvCVlyBK0PA+UIAiCIFy9/DzUKIqet91OpLORhuAogqzBxIcY8Hjc1JTXUJ9xEE+w4Qoc3yQIgiAI/uPnUa96LPIR1nz9X1568WO+2ViLyRFMiN2AcnQDG4LT6WDXYxTNzoIgCMI1zL/B172X5etyyG00YXE1Up99mBIATUVPEaveWcfhKg8XMEOtIAiCIFx1/NsCXLqLze40BjwwlYziAxzIbqAewOggrEMsvq+/ZPVDo0kKNmITM00JgiAI1yj/hkBzOEmxdgINXlwNNTjdddR6wVuey651m8m1+vB4tZYXyhUEQRCEq5h/a77BfRkgfcCaVdtYcaAUtU6hbNF3HNqzkC9mLach66cMSLFjbv2SnIIgCIJw1fFz4rGJ5MmT8X31Bhu/XsK8fVXoFn6KZggkKHMKz//pdnoFGRCxVxAEQbiWXYJRPw463/gMfxs2nScOHOBQcSNKaEe6ZHYi0izSnAVBEAThEg25lTA6oknuHU0yYkUhQRAEQTjZpQm+Wi1l2bvYsqeASiWM5C6ZdEsKEpNrNNM0MJnNF/laDak1yzkJgiAI7Zb/42HtDr79z394f/ZK9le68aAQEJ5E6sSn+cuTg4j8EeKGprVuucHLxe6w87sXfsuM19/A5/Xi9XrPWmBJkjDo9Xh9PjxuNxNvuomf/fyJy1BiQRAEwZ/8HHyr2fXJf/hkfja1ncdzT/8kQnReXHXlFFUv5ZUPQvjV1M449H4c4aQVs3vJIhatykXqfgPjh2bSMVCB6n1sWrGC73arpIQ7OSAN4Sf39CS0HQRlj8dD165dSUhMxGw2k5aWhtfrOdE8LysKmqpRV1/Hju07iI2NZc3qVWzbuvVyF10QBEHwA/8G3/rtzF9Wgz71Jh55bApjOwVikEB1lnPs4Ca+/HIde6s70DPUhKHNO2ukfNt8Zn62F5ISCUnuTHBMEAEmBdyHWP3N93yxupaEsf2J1R1m/7y3+XuAmSdv6ky4P4P/RXA5nYwaPYqbbrkFVVUJCAg463Y1NTWUlJQyasxodDqFjRs2/sglFQRBEC4FP0chNw0BfRgwdDTjUpoCL4BsCiEmYwS3djjCnmInjZ427sZXRdHmubz+1jKyPeF06nMdk++YxPW9Ewk3QdWW75m3ZAeHwkbw4MSRDBp3E3dklvHF61+wPq8OV5uPs200TcNoMmGxWM4IvLW1tbzw/PPs378fl8tFSkonQkJC8Hi8ImtNEAThKnHxNV/Nh7exhsoGX3NMkDEqNuKjzFi0Mo7VhxLQ6EEFJEnD21DErpxyapI8aG2a4cpFVfZavnprDqsMdzDjr+NJOCUolXFg/U7yyjUSp3TGDKBaiOnVj5jfzmXVnmn0jbUTbmxLGdpOO+lDqK2t5ejRowQFBWE0GMjet5/i4mKSkpIYP2ECAC7X5b5lEARBEPzl4oOvr4H63FV8OncX9WrTcCLZ4KV49z4ajm1le04sDq+vOfh68dQVsOZzL5Nv1aNvS2N33SF2L/6GjxfUM3xGIvVbNrJJ1WMNjyU2NhQbx8jNraTKGUFWRHOtUpbRh0TR2VjEvtwS6l3xYDxzqg+dXn9BRdFf4PY/kPB6mqr/qqpSUlLC1199Rc+ePRk9ZgwfffoJqqoiyz80TEgSp/z/tUanU9AucF7SqykrXKfTX9SsrBf/G21f9Bd9/G3v4BKES+Hiw6Cs4q07xPx//peC8ABkSQINZL2ClKOhrVdPOlk0NNmMPvU+UqMsGNsQQ2ry9rJt/UbyrDGULnqFXy7cyNE6BUevW7j/Fw8zNaaEwoYa8pQY9CdffCUZRarnQFEFdW4foFBZUUFNTQ2yLKM3GMjPy0PTNPLz8pqi3Xmq6JIs43K5mmqwF3iNVxSF4uISVq5aSYA1gJSUFAYPGUJERETTe0sSitJ0c3A8CMuyTF1tHVVVVdTW1Fzox9ZuaDTdRFxIYAywWiktLUWRWz83miRJeL1ejhUWNmWTX8FMZjOFBQUoF3LzJUlomsahQ4cwGo1oqnrpCniJ6Q0G8vKONF1jLtDhw4dxOhuv+N/Aj8WnqgQHB2O32y93Ua56bQi+BowdejNq/AuMeHEc0QYFRdXQJAmJU5tVATRNxePUsDn0bZhespHqoqMcPiwTOuonPPfSaMJfAlfubP4w7XlemxFHzL3BGIw6dGinlUFDQ0avU5Cbz+F/vfJPZrzxxik/NK/Xy+gRI1tdIo/Hgyxd2N2EoshUVJSzccMGIiMi6dGjBwMGDDhjO5fLRe6hQ3RMSsJut7Nk8WL69c66oH21N5Ik4XK58Hg8pzx2/LuSOPu6GxIQEhbe6v3odDoqyssZPmRo2wrcTqiqivUciXlnI0sSHo+HG64bewlL9ePRNA2jsfV9RRJNv4EpkyZdVS0gl1pVVRW//+MfeOiRRy53Ua56bWgANmEN7cMDf+uFxW46EdAAUF001NVR2+hFkqSmPl9nOTve+oSG+55hTHwA1ouq/Xpx19VTW+5DCbBgag70po5juX3qRyybtZ/95QOwBwYT63ZS6/ICTSes5vXi1hxkxIVhMzYd9nMvvMBvnn8OaKqNHjxwgIk3jGfn3j2nBISzkWUZp9NJj65dUS+wVuF2e8jI6Mqk2yefdx9HC47y+KOPcd8D9+NyuRk/YQJvv/cuPp/vgvbXniiKwlNP/JyZH354ItnslOB7js+96TNufcOjx+MhLDycdZs2oqrqeT/n9k5RFNauWcOUSZNb/RpVVTEYDGzevg2TyXTBv9H2RFEUDuXkMGLosFa/RqPpRnr1+nVERUVd0efMj+14q5twabUh+EpIsp4Ax6l9SrW7PuWNf7zL7BU51On0KBKAhqbpUD3D+PV07dRAfUECcMTEkJBmZkN+GVWAAwALjhArUqgFKSyO5IQAAjaVcbCwGrCCz4uzMJftno7c0ikcm6kp8suKjHxSwrdOpzvlb0ua+tMu5mC0E3NqnH5XXltbyx1Tp/KLZ56hb9++vPvB+8TExPDy3/7WfCMjtbp87VVNTQ2P/+ynPPfCC+zYvoO1a9cyYuQIZEli2/btDBw4ELPJhNocMG02G7M+/ZRnf/PsBe/r5Cb8K9nFfud6vf5Et8WV7ELzMY7T6/RXxTkjXH38+4tsWM8n/5zD6qMh9Jo6krQwA5pPA0lFdTdwZGkpigQXfw8uEdIhg559OjFv5gJW5N/E9DiASg5uqKJTVhppiRn0CexP+vrFrFmwlWM3RhMlVXNwzRoaRkxhRHowjnMc9YXWjtpWm/oh6FZVVZGdnU14eDihoaHcNmkSsbGx6PV6YmNjAfD5VPQXkanWHqejVFWVoKAgJEmiqOgYO3ZsZ+q0qTgcDmLj4jCZTGe8prHRiXQNj7W62N/alVzjP9nFH/+VW+MXrm7+Db51R9lzNJrkYaO59/HBJKhevM1TPfrctRyJW4OzTX2+IAWn0efW6fyk8UsWPfskhQMyCaw8SH70ZKbdOIjeEQpyxDim3OlDN3cRv33hAP2CiliWO5TfPD2WLqEmfw9uvpijOOWiUFRUxDdz55KVlcX4CRO4+ZZbMJlMpwRNq9XCsqVLuWvaHXh9LSSPaODxekhNS+MPL754qQ7iohmNBtauWcuoMWPo178/CQkJWK1WgLMG3rlz5/LmjBlYrJYfu6iCIAiXhH+Db3ASGR1zkZOiiLQFcGp6SCCGnmmUWXVtXM/XTFBSP8Y/GErcjgIIC8fYkEzPuAy6xAfRdHkOomO/sUwL68SeYyphAV5iBiYxKDOM9nD51ut1ZGdnM+ONNwgLC2P8hAlMmDiR8LAwJEnCZrOd8RpZlqlvaCT3SF6L/XeyLFNWWkpFReWlOoQ2UVWVwMBAQkNDcTgcOByOM7ZZu2YtpaWl9O3Xl549ezJ4yGDmfj33MpRWEATB//wbfHUZ3Hj7EVaXFbFpay4ZoTJeX9NQHNVTR97yHehvTCHSrKNNow8lE7aYDAbFZJx7G2MYselhxKa3ZUeXhqZpmEwmAoMCMRqNGAwGsrLOzGKuqqpi+bJldOvWDVVVsdlsJKWk4PWcv+ar6BQMRiNGffvs6/R6fSQlJxMWFnbiMU3TqKurIz8/n/T0dDweDzW1NdTV1pGUnMTw4SOYPWv2ZSy1IAiC//g5C0GHPbSGfV8tZ+2HPmIjjKgqIGmoHjelu6zcMuxGuoed2bR4LfF6vSQkJnLbpElnzcI8fPgwYWFhNDQ0sG3bNkJDQ5FlBU3T8Hm9+FpqdkZrrh23zyQTDe1EEpSmaSfGMh86dIiPZs7k2WefpVfvXnRK6XSiVuz1eq7pPl9BEK4u/u3+9O3jm5nL2LD5ANXOcgoLjnHsWCHHCgs5VlRKtUdcPE9ozh85PRO3sbGRDz/4gAMHDuBwOJg8eTJZffogy+cf+nRF0X7I8j544CCfffoZdXV1SJLU1Pfb/DcqKgqLpamjQNHpLniGK0EQhPbKv1Wjsj2s3GImdsyv+P2To0nT+fCoIMkaPmclez/+gkqrgnR87bxr2UnHX1NTc6K2azAYqKyowON2YzAYSEtvajdvqan5SiLJEs5GJwD79+/jg/feY9DgQWRmZpKZmXnG9l6vl4KjR6+KIUOCIAjg7+Ab0Zm+acVoyZGEmhVkFE7MSaMPp+vtd+AJMLdpesmrww9zOwPk5eXx5owZDBw4iKnTpvK3l18+c3jQVXSzotfpyMnJIT8/n/ETJjBk2DDspyWZeb3eExNFfD9/Pu++886JWrAgCMKVzs+dgskMu2EN80oOsmpTMIOjZVw+rXmGq0r2vD8X34NPMjLWiuUqCiYXSq/XceDAAd5//33Cw8IYO24cv//DH05MBHBy4D19gYWrgapq2B127M39uacHXoDdu3dTUVFBRkYGQ4cPZ9euXfxnxls/dlEFQRAuCf8GX98evv/wK95esI0Ck/nEer5NM1zpQR3NC9N/mN3pWqWpGtaAABITE0+Mbw0ODj5ju8bGRpYvW0Z6ly40VX2vjg9O1VSio6NxnDSntqZpuFwuampqCA8Pp7KyktycHKKjo+kcFkZKp5SWxzcLgiBcIfwbfJU4EhM6MPjGThi6ZpKoPz7JhobPXc+RRUdRZA31Gu/z9fp8xERHM2TIkFMWGDiuuLiYiIgI6urqWLNmDcEhIZjNZi5kbuMfy03jJ3DkyJGm2nkrvlNZkjh6tIDepw2t8vl8LF++nP958ikWLVvKkCFD6NOnDwZD05Jwkiy1x8MXhB9FXV0dY0eNxuv1tnrGOqfTyaefzyYlJeUSl064GH5udg4i/eb7iDQ7sMXGEEzTer5IKl5nGdu8C1FsbZ1k42qgoTQ3MZ++3mppaSm33HgTv/vjH+jfvz+PPvYYkZGRbN648XIUtEW5ubnceMttdEjq2KqkMLPZzJuv/9+JPu9Nmzbxzdy5/OTRR+nbty//+/LfsdvtyLJ8Sh+vXmQ7C9cwVVXJz8+nc3oX9Hp9iyMfJEli84b1uF2uH6mEwoXyc/CVCEpNx6Ho0OmUk8YxeXB7KsnOsdLfoqC7hmu9x538ERQVFbN+/TriYmPpkpHBTx59lA4dOmAymU40S6u+9jlHrazIdEzqSFp6F9xud4vbWwMCCAwMoqKiAmgKqgEBAej1egIDAxlz3XVn3NmXlZWxZcvWq2ZheEG4GHq9nqDg4FYHX4PB0O7mdRd+4Oe5nXcz7+0vWbEznzpFRj4eYiQfPncN2Zu7kFDro1PrlyW9KkmShNPppLGxEZ/Ph6r6KC8vx2azYTQauWP6nSe2++FFl6mwLZCQ8Px/9s47Porr6t/PzGyVtKuOJCShAiog0cH0jm2qMW6xY9xrXN64J2/eX944ceIkTuwk9uu427Ed905xDMamGlNMrwKBJFCXUN++M/P7Y7WLQLKtBVRY5snHBHZndu60e+4995zv8Xhxu92dMr56txsEgeqqaioqKsjOySEqOjpQU9l/zn7xEUmSOFpSwv79+9DpNOOrcX6jKEqnSmRqRrf3c3aNr1LJzk172XW4johUK6LcWlXB68JdX0ldvxE4WryoCmdb3uOcQpJ0lJWVsXTpUqKiopgxYwaTp0wmzOxzs/pfHFX1OVrF1lKCoYKqKFisViKjojCbzaSlpbXbZtPGjZSWljJu/Hj6D+hPbu5Atmzuna53DQ0NjWA5u8Y3PJkhc69nuDWaAbkxqD6FDfA2YytezUtfJxJnEs+gnm/oIIoiJpMpUG91QP8B7bapr6/n82XLGDNmbGu6UWhcOFmW6ds3iTCzOfCZqqrU1dWxe/duJk+ejMPhoKamhqamJlJTUxk1ehSvvvJKD7ZaQ0ND4+xxlqOd05k4J53wsDCMhrZfyHgSGkl4fDVNKsgCZ1ZY4RzH6/HQv/8A5s+f3+47VVXZt28fqamp2Gw2VixfTkR4BIIghFSKlt+t7PF4sNvtmEwmSoqL+derrzJ06FBmzJzJlKlTAzN+j9utaTtraGiEDGfX+Hqc2CqOcbjeRkAGXxBAbqGxcBX7Gg4TV+FkQt9wTL1T8797EDipOIKiKHg8HnQ6HbIs84fHHuPOu+5i4sSJ/N9zz2G1WHju2WdDR9uZE671kuJiNm3axNx580hOSeHmW24hvDXK2S86Aj5hDs32amhohApnOeDqO17/f3/ivbUF2C2m1pQiFVUF0RhN0txfM32glfDz2fC20taM1tXVsWvXLlJTU0lOTubKq64K5Ob51Z9+rIbvOYUgIHt9M9/CwkK2bN7M3HnzSEhIICEhod3mTqeTsrJSJFFLUtPQ0AgNzq4ZtMSQNHwhN48OI2NwPIJHodXyYo7LZMjIbBJMYhdMYFTUDp2SPsMvgO/7XjJzEgQBT5vI4NraWr5csYIxY8aQlZXFwssu68HWdT1Go5H136xn8papzJo9m4tnzfrBgLJPP/mEZ55+OpB2paGhoXGuc3aNry6DqT9JItxipU9CeJvcVF+0rih1heFt5OBLD3Jf00949JpJXNDXVyvYfWwdn3+8mHd3S4xKbuY79yx+++u5ZId1RRuCw6A3sHv3bu7/+c9JSUnhwYcf5je/+Q268ySP1eN2M/qCUYxuVbnqyPB+8vEnlJSUMGv2LK6+5hrcLjeP/uY33d1UDQ0NjS7hjIyv4rZRvXsftrxRZJgERGLJGEAgmlnUdXE+keqgbtUz/PKfqzl04XwCU9vaDXz85nKWFg3knj9exkD7AdKfe4IH/mrh6Qcn0r+H/d4er5fM/v0ZO25c4DNTm8hfP+Xl5bz4wgtMmz4dCJ3cPUVRsJxSTEFRFGpqajiwfz8TJk6k/4D+REVFERUVBUBkZCSqEjpr3hoaGuc3Z2QdFU8TlVs+4+udpdQ023E6nbhdThxOBw5H639OFy6PF6/Xi9fjxqOcLZFAN+7SFfzzqxrC7S5fmUJBBBRKN33Nt/tLkUeMYUJ8FLEpuUwYk0LJh++zqqCBlh5ePlUUhajISAYPHszAgQPbfb950yYaGxsRRZHExET6xMe3qtr0QGO7iLa5zF6vF1EUKSws5JWXX6aluZlBgwYxZuwY4uLifNtp0pIaGhohxBlOAb04G7bxr/9+mK2jc+lr0aPjRDCRqJNAdtJScZSqZhmHbgTX//oWpqZFYDyjSZwX5/FDfPFmMZmzp2L8cin7UFERgSqO7CjheL2R7CGprRHXJmJyBpPT8Bo7DtUyd2AcEe0nmt2IiiD4xj06nQ5VVQPGqK6ujldfeYWbbr6Z/MGDWXjZZSQkJLB61WpCqbKAP5J51ddf885bb/M///trsrOzuf2OOwgLD0en050U7Ww2mTUDrKGhETKcmfFVATWCzDHjGT20H/FhEoJPkwnJaECwHWP/Vx/wzjsbKI2fzGXXp5MQrkM6Q++p0lxG0epV7O8zljvGmfjY794WJXCXUlheR7mcxnirb/0XQUCKiCRRX8ueomqanQNIMves61lsozRytKSEL79cyZAhQ8gfnM+s2bNJTErCbDa30XaWe6qpZx1JkigvL8flchETG0taejoGg4H4+Hji4+PbbV9w4ACffvoJJpOpB1qroaGhcfY5MwskhRHV/yJuuvBWpkef8p1cwe4lu/iyWiZy9NXMu+Ym7rhmHGnGMzoiyHVUHNnLxuMpzL55DDHSAfQCCHoTYRbA3UKdy06tKJ5SPUlAwEVFQwuu7ylSEBZkNK2/3F2wiKJIQ0MDJSUl6HQ6REnCZrfR0NBAWFgYly5c2H6nYAcsqookdr2Gp2/GHtyMVBRF6uvrqa2tZdiwYeTm5mI0nvxgHK+rw+N2k5iYSE1tLceOHkWSgks1CpU1cgCzOey08rxP9xntbYSHBX/+qqqGTIR8RIRfEL/z10BV1ZMqgwVDW2+cRtdwRsZXMlhJmTiHBIuKgtC6gKziqtrJ6ndf4dUPN1EYM4UbH7yLWy/K4Mw9vTIN+9bxxVsf8rE6k6QvP2Oxo4jtdgX3oXX8510rkaNsSHozVkXGe1KAjoqKgViLGX3r1HvXzp0cPHgQg16PTqenrLwMRVFY/OmnvuCtH3jZBYPta30AACAASURBVEHE43Ejy3LQD6kkSVRVVbFu7VqiY2KYO3cut956a7vORVEUjtfWEt+nT1C/DyDpJOrq61j+xRe4nM6g9/9xBCRJwuFwtEpfdh5ZkYmPj6dP63n5Z7RtX/h9e/dytKSE8RMmMH78eGbNnsPfn/pbp48hiiIOh4NlS5a2qmn1Dpe1qoLeoO9UZRo/RqOR3bt2o9d33pAKgoCiKHz84Uetxzp388R1Oj0VFeUnLUN0BlEU+fijj4mJiTlJ1OZcQxQlbLaW1n91vq/R6/V8vuxzMjMz8Xh+vOgJgNvtYeiwoWRpNYC7nDMyvoKkJ6Jv3zafuGgu3sTSV1/k9f8cwTv4an714O1cnne2yhg1UVddQ/HOY8jKG/xlswy4aGpWce75nHcP2Yl5dDqxsdH0PWyjtsUFGEFVURw26uQ4hmQkYDX6UnpWff01b/37LSwRPvlGt9uNoij8429/78TJg6qoKKdhfBVFxRwWRm5uLubWkWnbEbrfCDU3N/PZZ58xbvz41llf54+j0+mpqa7hL39+ArWrBDoEAZvNhhik+IUiK8TFxZ1UIlBVVaqrq9mzezdTp01D12rYna3GPT09DW8QHagoithsNp568skfHER1N5JOR3lZGaWlpYDPSPrvtwAoHbRVVVX0Oh1JfZM7fyBBQJZl/u/ppxFEobeMPU4L/7sZjPEV8A1yX37pJd9+vegZCBpBCCw7BdPTGAwG3nnrLUwmU6cHek1NTTzw0IOa8e0Gzt7Cp+Kgft/nvPLUP3lvu4GcK3/FA3fNY0SUfwMVxetFlfRnsOYbTeaMW/nd9FvafFbAmxPn8/T0P/LaLy5mcISXQ/VrWbu7lMLCKphgBcVF4+H97DMP5u6ceCwmX3t+fv/9/Nd99wV+qbKykumTp7By9apOtyh3QFbQ6lOy7KVfaiqjWvNc2+L1etm+bRt5+fk0NzdTXFzMsGHDMBpNBNODupxOcnJyWPz5sqDaFiyjhg3H6/UEvZ//mrmcTmx2O+Hh4RwuLOTB++5nxVcrGTd+POPGjw9sL8tyUNrOXq+XuLg4Vq76Oui2dTX/+Nvfeeqvf6VfWhperxe9TofH40FWZEwmky8Yz99Ztla0ctjttLTYOn0MVVHQ6/V8tWZ1F51F91JTU8OoYcM7vb2KTzd82Rf/CQnXs6Io5PQfEFTQoc1m4/PlX5CRmRnUsdoOCDW6jrNgfFVUxUH1t6/x+G9f5IumkVz5y3u554rhJLaZEKmyi9pdu2nKHkZauB79GdzXwEOhuPG4GrHJKoqjhcZ6B0SEkTXjQsbs+5wvVm9kxzVZDGwpZdu3+4i8/OdMy47CIoJ/DNn2AXPY7e0++yE6U7/2+2hrsFVVDbiva2truf7aRTzx5F+5eNYsHvv97xEEgU0bNwZ3AEFAVpQuf4F8I+rTP8bGTZv49xtv8NvHHmP8hAl8ueprYmNj220ny3LQh+mtHUhdXR0LLr2U3/7+Mfbs2cP48eM5ePAgNbW1TJ40qcN9tm3dxqWXXBL0sTweT0is+zrs9qDvpSAI2G22Nuul5y42m3/g1flrIAgCDofjtN6B3vjehBpnaHxVVE8V+957ggceX07twEX85o83snBkUrv1XdV7nAOfLeH4TQNJCjsz4wuAp4W6nUt4Y9lXfH7cS8Oqd3nN6IFbZjEm8yIW3SoQ/sFiHrtjN2P61rPBdh1//80UMi29T0WqpKSEZUuXkZ2dxYUXXcTyr1YSExODXq8PyZdAlCRqa2ux2WxER0czYeIkrFYrQIfRzqWlpWzevPkkN/W5jCSKOF1Oli5Zwmsvv8KqdWsZNGhQh4OFuro6JJ0OVVV6XJmtJxG6IXhQQ6M7OTOFK2cthz74X275wwqO1ujpl7aLFS/+gU0Gn9tCVX2BSarXTkvZQbbsH8Z/L1LPTj1ffThRQxdy+8C53HivBxkdeqMRs8mAHtBnTuWK+8Yyxy1g0CncrpiwRBjoDdL8oijS3NxCWVkZoiii1+sxm01Etqo5paamAqE7+tTrdBw5fIQjR44wZMgQcnJy2s3O7HY7Op0Og8FAQUEBW7ZsCYkZHPhm8WazmetvuIH5bWazHd3v5//5HAcLCrj8yiuCjvburXz04Yf88uFHfBHu/nNWVYxGY0B0RVGUwHcCPk+RlmqmEUqcmfGVnTRWVtJn4aP8ckYWyTFh6ARAbbsyISCoTmwVu4n/+24kAc5O+I+AqDcRpjcR1tGSjqjHYNZjaJ2Cn17Afdeg0+koLi7i/ffeIzExkWt++lMuv+KKQLqNvxP2er0Igi+qOJQMsdvjZvToUQwePBigXZoRwJLFi9m3bx8LL7uMGTNmUFJUxB8e+0N3N7VLUCEgshIdfWqOHjzz9NNYLBZmz5nDtdctwulwUld3HDlEKlsdrz1ORmYGr77+Ok6nE71Oh8vl5veP/Y4Ii5XLL7+MtLQ0PB5fLIHeYKCkuJhbbryph1uuoXH2ODO3s2DEFDuBa+ZdyszsSCJElQ7ldwUFrz2D8Low7FZdr5h99iRer5e09HTmzJ0bKCofGRnZbrvy8nJ+/9vfseDSSxHF0DHAqqISHnHyiElRFAoLC1m2dCl33Hkn48aNIy09naSkJAD69OmDrISG0EirsGbg34qiUFVVhc1uZ0D//iSnpATudVpaGgBbNm0+tyN226CqKrGxcaSkpLBp0ya2bt3KXXfdxUOPPIKAQE5ue09IVFRUaJXV1DjvObM8X2MU6TOvISU5iggJQPgel7KIITyBvLkX4bAaMYSGDTlt/NrOiYmJ7b5TVZU3Xn+dKVOmEBUdzdhx40jPSOfYsWOh0vcCJwLOWpqbKa+ooG/fvthsNqqqqvB6vfRLS6NfWlogRUJWlKCinXszKiAKJ9Yw5dYI902bNvHwI48wY8YMPB5PYB0cQDmH83RPRRAEvF5f2pjdbsfe0oIsywwZMgTllCBBRVFoampi/bp1IeN219CAMyysIEgGrP36EdOpd0LAENuHSL14ZgcNEZQ2LgK3283x48dpamqiubmZXbt209zSQlRUFDfcdCN5+fkoSu8RijhTVE5oO+/atYuXX3oJt9tNWloaP7n6asxtKjz5O2LZ6z2ToOou4XQUpwDMZhNOl5Md23fw1yf+gqKqpKWlMXzECHQ6HZGRkcTFxZ00+wtWyKQ3Iwjg9XhQVZWhQ4Zw2RVXBM5PFEVfvWuv16deq6oc2L+fZcuWacZXI6ToWYHj85i2q+LV1dWsWrWK/pmZDB4ylIULF5KamoqqqoEO53Q7+t6IrlXb2eFwEBYeTt++fTGZTISFhRETE9Nu+/3797N8+YoO14Z7EkEQ+HLFl1SUl9PZFQFzWBjbtm6lb3IytbW1FB05gl6vJy8/n7z8/Hbb7927F1tLCzabLXSWHXyL3giCQExsLDEdpJYtXbwYVVWZeeGFxMTGkpWVxVcrVnZ/YzU0ugjN+PYAkihRU13D4cLCgPaqrdX1ZrFEMHHSxB5uYdciSRLlZeUcO3aMYcOGMWzYsHbbVFdX43I6Se3Xj7KyMgoKDgQtL9gdPPboo9TU1JKQlIjyPZrhbRFFkaMlJeQOHMjMC2cyfMTwdrNaf05neHg4mzZu5ODBg0yYMCGE0m3UDu9lSUkJoiCQmJTEgf0HsNlamDR5MtnZ2dx400383z+e7oG2amh0Db2vNzsPkHQ6ykpLefutt+ibnMwtt97KnT/7Wbvt/AXmExISQmbWA+DxesjKzib7FAk7WZZxuVyEhYWxdetWjh09ytRp05g5cyZNDY08+MADPdTi70ev13P7z+5i6vQZOJyOH90+IiKCfzz5VxwO37Z+QZG2Ob5btmxBkiTy8vKYNHkyF4wZQ31dfdfJhPYgHo8HWfYpey1dsgRBEFh42WX89//8CqfTGXC9n47IhoZGb0Yzvj2Ax+NmUF4ecy+Z32HRA7fbjcFgoLm5meefe46ZM2e2zhRCo/NRFZWIU6Kd/drO33zzDfPnzycvL4+4uLhAKo4kib1yyVsQBJwuJ3a7DWcnCliIoojH4zkpeEyWZSoqKpAkiaSkJA7s34/FaiU7O5usrCwANm/aFFJLD35DWlRURHFxMRdeeCGjL7gAWZYD3qC2eb0daV5raJzLaMa3B1BVFaPRQFRkJJySYiTLMkuXLGHsuHEYjUZGjBhB/wED2Ld3L73S+pwmfkNis9lobGikT0IfDh06xHPPPsvUqVPp168f/fr1O7F9TzW0G3C5XHz6yaesX7eW5154oUMvSCgZXjhhfI8cOcK/33iDadOmccEFF7Tbzu8NKSst1Wa+GiFFqCwindN4PJ7AOl9tbS3/98wzFBw4QITFwrz580lMTDwjHeneiH+d8/Nly1i44BIOHjzIpEmTWPaf/3So7SwFWTmpN+Of/e7atYunnnwSRVG46idX8fif/nRSelFbQiXNCnwCIzabDYfTycUXX8wrr732vdKhDoeDt996i6uvuLLXBdxpaJwJ2sy3hxDa5HkWFBTwwvPPM3LkSG686Sbeff99IiMjMYaInOKp6HQ6iouKaWhsYOq0acTFxZGWloYgCB1KCK5fv44XX3yBsPDepFN2Zrjdbux2O3q9noiICMLDw4mLi2sXfLV7126OHz+O1+sJmYArVVUxmUyYW+91R0b1tVdfpbq6mkXXXce1ixYRHx/Pfff+V3c3VUOjy9CMbw8gSRLV1VV8++23GI1GcnNzufKqqwL5rf4i86GMoirIXpn4+HgmTprUbuZTW1tLU1MTycnJ9O2bTEZGBocKDvVQa88uiqJgNpsYO3YsAwYMAHxuWL9b1WazBcrgffvtBmpraxkzZkwIzX07rjZ17NgxnE4nqampxMfHYzabCQsLw2w2M2ToUE3hSiOk0IxvD+Av9VVbU0N4RARhYWGMGzcuIDXpx+VyUVlZSd/kvqjKmZXu603IskxiYmLAvew3vLIsB/KaN2/aTEHBAS666CLy8vMZfcEFLF2ytMfafLYRW88zLi6u3XcvPPccJnMYc+bOYc6cOciKTFlpWcgHHa1cuRJVUZg9ezZTpk49SeUrlERGNDRAM749giwrxMTGMn7ChIDMnl6vbzf7a2pq4ok//ZlLFlyCIYTWu1RVxWw+2YWsKAr79u3juWef5c9PPEFubi4xMdHEt3oBoiIjWwcgoYcsyxQUFFBTXcOkyZMYlJeHx+vFbDaTkJAAQFVlVa/Tdj7deslmszmw39dffcWGDRv41f/8DyNGjEAArFYr4afU4A0zm0Mu6Ezj/EYzvj2AqipYLJYOA4ucTidP/fVJLrvicuL79GHQoEEkJfWlpLikB1ralfg60qrKSo4UFTF48GAkSUKn0yMrCpn9M8nsn9lme4FQinn2C3I0NTehk3SUlJRQXFTEqNGjmDV7NrIsn2TYeqPhEQSB5V98wb69+1rd5j++j9FoZM3q1RgMhoCCm8vlQlEUhg4d2uE+ZWVlfPrxx71SZEVD43TRnuYeom1narfbqaqqIqLVBb1l82YmTp7EgAEDuPveewBYu2YNIWN82gjrF5eUsHLlSnJycsjNzeXJv/8NfQedbH19XcgEHImiiNvtZuvWraxfu46f3X0XAwYMIKFPn4CoxKk6xr3V7frKSy+zc8dOsnNy8MreH91eEiWOHTvKkCFDEASByVOmMGLkyHaGtbGxEUVRMJpMFBcVsWbNGk3bWSOkODeNr+rF1VBBSVEZNXYFvSWRtAH9iA/Xncid8jRxvKqKsgYVq0mmSUggp38MvcN5K/gKBbRSW1PDiuXLyR04kClTpvDcSy8QEx1zUocUSimOkiRRWVlJXV0dffr0YeyYsYSFhSGKYsDItHVpFhw8yMaNm9qVmTvXqamuZveuXRgMhoCYxqns3rULp9OJ2+3ulXmukiRx2ZVXcs2i67C3psv9EGHh4bzz739zpLAA8M2eLRYLcPI93/DNN9jtdiZOmsSArCx+eu21vrKKGhohwjlofGWcdYfZtvwj3nv3C74prkeJHMGcu+/j1jmDSbfqAAdVu1fy8cerWN8Yx9iEGtaW5XHrwz9lSnokph6eREiSSE1tLdu3bycsLIy4uDgSExOJj48HIDGhfanBUEISRaqrqqmtqSE7J4eMjIx225SVluL2eEhPT6e+ro7y8jLEEMn19Uc7z5o9m4tnzWr3fUNDA5IkYbFYWP7Fcg4eLOCSBZf2ypm/IPgCA20tLdjt9h/dXlVVXC4nktS+6yksLMRqtRIdHc2xY8dwOZ3odDpiY2MZPXo0shbtrBFCnHvG136Uw9vWsawojxtfeZAn2cOSJ3/JLx99ibg+j3Dz9HSsxSt4783VfO2cydP/XEA/dwmj/nInP/t9NK/85VKGx5p6VF1EknSUHjvGJx99RGq/ftx2++0suPTSdts5HA5qa2tJTU09KS/4XMftdjNy1Eiyc3JO+lyWZdxuN2azmdVr1rBzxw6uuPJKxo4dy6233cY9d93dQy0++/hXHfwzPUVRAmugr77yCpGRkcydN4+fP3AfoiCyfds2lFOi4UMBr9eLLMsYjUb+9dprANx6223cfscd7bbrffN+DY3T55wzvi6HicjEC7j5wSH0NwGMYMFPZvPc0i84dKSGxulJHN/wDbvLG4i5Yjj9BECKYeCEMUgvf8jKPZPJnNCX6B48c7fbxejRF3DZFZcHlK06ory8nDtuvY1F11+HJIm90u14upyas+n1etm5cyevvvIKj//xjyxcuJBZs2YFXJJejzekVJ7aIssyhw8fpra2lnHjxpGTk4PJbMZoNKLXnUjDCiX8ywtr1qxhx/bt3Hf//Tzyi1/g9Xo7VPkKkWgHDY0A55zxNcYk0jc6oY0wpoBoMCCoScRFWbFSyXf7amhuimRkRmsOpaQnLHUAQ8Sl7D9Si21UEtG6nu3IVVVBEAQiTkmpkGWZPz7+ODMvvJBBgwbxl6eeJCsri3+/8UavjHg9U44fP05hYSE5OTmYzWaysrKRJInw8HDCwsICA45QGnjAyefj8Xj4dsMGNm7cSF5eHnPmzj0p5znUEAQBuTU4KzY2NpDrHBkZ2S59SZZlysvL+Xzp0pC9HhrnJ+ec8UUQEE/qiN1U7t1Ky/DRDB6UTGTLTgpqj1MkxDDF4D89n4EOE+rZWFJNk8sL4R1ryXYfJ87BZrNRWVlJTExM63pgGBaLBbPZzNChQxFFEbkTtWLPFVRA1zqj27RxI2+88QbPPf88WVlZpKSkBNSd2nbCdnvoFJOXJAm73c6HH3zAW2/+m08Wf8bCyy5j1uzZWCwWBEFoF/0bKufux+PxoqoqeXl5DBgwIGBY/efpdLkw6PXIssymTZt47dVXtVQjjZDiHH+aVahfy7PvWFhwywzGZkVAkwO714tLFBBP6q8EBLzYXB7k7xFrsHyPqP33cfrRt8JJbtfS0lLee/ddRo8ezYUXXcSiRYuIjIpEp9O16XSDnPWqKrpumCkIYvD5twaDgR07tlNUVMTESZNIS0vDYrGg0+k6FNhftmwZzzz9NOGnlCH8MbojPUeSpKBvjaIo6PV6Rrep4mO1Wjt0t/7n88+pqKggJSXltM6nqyPE9Xp98OIfKuhbn+2OxGUA/vKnP2G327nvwQe5+OKLMRmN3Bvkmr+qqlhPqRp2rnLi2ej8tVZVNbBsEyynK6Ci0XnObePrKmHl818jXnwVl00YQIoeiIiijymMWLcH50mzRRWFMNLjIwnT+4zSG//6F0uXLCU8PBxBFLC12PB6vdx0/Q2dOryiKL7arEF2inq9joKCAt584w0SEhKYOm0a8+bNIy4+Hp1OR0JiQlC/1xEGo5EjR45w6003d9l6oSAI1NfVdxi5+kOoikJ4eDgRERFYrVby8vPbbbNt61bq6uoYPmIEeXl5jBo1mhXLV3T6GDqdjrq6Om6+4cYuc9dLksSRI0e4aE5wBk5VVXQ6HWlpaSQmto9sr6ioQFEUX/S7ICBJEqIoBmXjhdbKSTcsuq7LBiE6nY4tm7ew8Iorg9pPRe3wnVm1ahWSJDFq1CgmTppES4uNMLMZi8XCqFGjgvL+CK3tu/mGGzGZTOf0ko0g+DwFEFx1K7M5jAfuu5/IyMhO62K3tLRww003Mm/+/NNqq0bnOXeNr6ea/Uu/5FCfSVx15XgGWEUUuxsxLI6UJAvRBQ2U1tkBE6gK3voailxJDOmfgMXkM77JKSkMHz4co8mIJOmora1l+7ZtDB4ymB9TVBJahSK+WbfutGT/dDoJQRBwezwYDAZGjBzZbhu3282a1avJy89vTbPp/Ivnc1+bGTZ8WBeVIxQQRZH169YF3bHJskxKSkogtQr8KSgumpqa6NOnD42NjZSWlpKWnk5WVhZTp01jyZIlnT6Gqqro9fo2gvxnv/M1GAy+IvdnkALTUUWfpUuWYI2MZNq0aYwZMwZFUThYUBDcdVZVRFEkf3A+Op2uS4yP0Whi965dZzS4a2pqwuFwkJCQQHV1NeBbhpk2fTqKqgaeeF+ec+d/V8X3DAwcNBCLxYqidM0ANFChKSj5S9+ad3NzS6fOSRREHE4n327YENRTrCgyWVlZJPVNCoja/BhOh/O8KOzSGzg3ja+riqINX/JVkY5BV08iU+/CVVfAig0yWRekkz12EP127uDI5sO4psdgFJxU7fqO4ozJ3D4wDqsRQGXGzJnMmDkz8LM11dV8+P77PPDQQ51uyssvvhR0x+b1eumXlsblV16B0+Fs9311dTVRUVE0NDawadMmIiOj0OmCcyF7PR4Sk5K457+6tgzbm6+/HnTHpqpqh+7QI0eO8P577/HQww+TP3gwfZOTAwZa0gXn3pVlGYvFwn0P3B9U24Jl8WeLA7OSoGjT6Xq9Xnbt3EltbS0zL7yQxKQkrFYrJpMp4G48cvhwUIM8f9rSw7/4RfBtC4LNGzfidgU/uPPPxnft2sWmjRu5/4EHGDNmDLIsB4IQ28Z2nE6OryzLPPTII4FqYV1F6bFjrF+/HoEfl9j03UKV5JRUJk6aGNRxXnnpJYJ5CVwuF3fedRdp6WlBHQc0t3N3cM4ZX9VRxr4v3+HVl5ewt/88+OAFdihA3S7Weudw54BBzJo0mwsPuPhk+xo+2GRmBIf4apvKpFsWMi4tAl8V0fYPVnNzc1BtOd0ZpaqqmIxGTEYTJuPJ9Wvtdjuv/+tfzL/kEmJiYpgyZSo5ubns2L6NoKyPIHRLeopv4BH8S+p/sY8cOcLunbuYNmM6Xq+XpqYmZNlXarDtzFiSJNQgZ6/dUYJOkeXTOH0BRVZQVJXSo0eJjYujtLSUbdu2MXbcOOZ35PI7zYmr2+3u0nVfj9cT9Pn7o51VVQ14PBRFIT09vf3vezwcOnSIpYsXIwUZcCUIAs1NTV1ufN9/9z0e/8MfGDFq9EnKdR0hSiIV5eXExsSw5pv1nT5GU1NT6986f7EFQaClJbg+re2+Gl3LOWd8ndVFHNyxg63NRsJ3f8FnO1RAxesOY8ht/chINIMhn1k/8WKO/IKPPlyCPdHOwZRb+M2ioST2kjNu25c2NzdTVlZGXFwcArBv3z4mT5lCVlYWkyZPAsDt9vRIO7sCf0lF8MknPvt//8fwkSMYMmQITz71VLsX3+v1UlZWFjKpJqIo4Ha72bZ1K6tXreLue+7hwosuYuy4ce1Sz1wuFwaDAbmL3KY9gYCAy+XCK8tMmjSJSZMmtdumtrY24CHZvWsXb77xZu+NdhYExk+YyB/+/JcfNXYms5nVX3/F0k8/6abGafRWeunT/P2Y0yay8H8ncOmvO/hS8IUjqCoIccOYumgYU64FQVBRe5VEw8naziUlJfzz2WeZOHESP732p7z62mvtDFAoDUR1eh2HDx+mqLiIadOnM3DQIJKTk4ETI25ZlgNRwWtWr+b9d9/r8hlMd6KqCpIkERkZGTgv//+3dfnt3rWrVW5SFzIqZ4qqYDaZ2xXQ8K9L6nQ6lixezPG6Om644QZ+cvXVZGRmctVll/dEc38UQfC13Wa3/ajEpqIoOJ1ObWapce4ZXx8/vLbS9jvf33uT4QWdJFFRWcnSpUuJCI9gwsQJ3HX33YH1vbYvpqIovbaizemiKiph5jAsEZbvTbE5duwYNTU1ZGVlkZ2dzdBhQ1m2dFkPtPbsoygK5rAwhg8fzvDhw9t9X1paSlRUFBaLhY0bN1JRUcFFF110Ot79XktHSwh79+5FEAQyMzPJHTgQl8sVGJAkJCSc0xHLGhqnco4a33McQfCJxksSRpMRvV5PXl5eu9GwzWZjz5499B8w4LTXVnsjXq+X9PT0gLIRnIh2FkURg8HA1u+2snfvHnTz5zN8xAgmTZrMJx+HkKvuB+zI03//O5Kk46abb+aee+9FVdUzjqrufbSKaTidgXu+bNkyLBERxMXFMW7cuJM8AJrh1Qg1NOPbA/iNz6zZs/F4fGu5HbmhGpua+M3/+zXX33gDYWFh3d3MruWU01UUhS1btnD3HXeycvUqLl14KbNmzwqk4oiiELICvx6Ph23btrFv7z6u+ek13HPvvdgdDpL6JgGhGfziX7//8IMPeP+99/jok0+4//77A6k7cPJ5G43G08no09DotYSWP/OcQQ1Ebp6q7tPU1MSUiZNYv3490VFR/POF57nqJz/B5XIRStbH37EePnyYl158kaamJnJzc/nfRx/FYrEE9J39QTahUk7wBL57WVxcjNvtxuFw4HG7URSFtPR0srOz2wVfhQqCIOByOZFlmTFjx3LbHXcgSRJmszlQ19mPoihs3bqVXz78cMjVc9Y4v9Fmvj1E27lMbW0tO3ZsJzExiZycHK659qekpKRgMpnIzMwEuidtprtoG+18/PhxampqEEWRuLg45i+4pF0n6/F6KSsvQ5RCY6woSRIOp5PPPv2Ud99+h7ffe5dhw4aRk5MTmOn7Z4b+NX+dThdCQy8fkiSRmZlJampqu7iG4qIiFEUhj3wQDQAAIABJREFUMSkJVJXomJigU800NHozmvHtAQRBwOF04vF4UBSF5uZm9uzei9kchl6v54Ybb8RgMISkuxFAp9dzuPAwR44cJicnB6vV6pP4FISA8fF4PAGvwLcbNrB08eKAO/JcR1EU9Do9Q4cNw+V0IQgCUVFRREVFtdv23bff4dixo+QPHowUKrP/VgEQ8BngUwcaAF+uWIHL7eYnV19NXn4+V1x5JZ+G0pq/xnmPZnx7AJ1OR3FRMe++8w59+vRhytSpTJw4kZTUFOBEykkoRjqDX9s5DKvVSmRkJJEdiN9v37adiooKxowdQ3paGv0HDODQocIeaO3Zxy99mZ6e3qGwxMGDBxEEgX79+mEOM2MyhU6KFfgc7h0NLD/66CPCwsIYO3Ysefn5OF0uwsLCMJlMZGRmomiLvhohhGZ8ewBV9RVXkCQJryxjMpkYNXpUu+3q6ur4auVKxowdGyjBFwp4vV7SMzKIi4s/6fPGxkaOlpSQP3gwbrebsvIyamtqyB88mDlz5vLZp5/1UIvPPm2jd1VVxW63oygKFouFnTt2oNfriY6OZv4llyAIAt9t2dJl+sQ9gd/4VlVVUV1dzeDBg6mvq6OyooKhQ4cyfsKEk7ZXFCVEYv0BNfiKWycCLrUBSKigGd8ewOvxkJuby4KFCztcyy0sLCQpKQm73c6yJUuJiIhoDTwKme4H/7l4vV6cTicGg4Fjx47xwQcfkJ6RwfgJ4xk+Ynhg/dfpdPSybO0zpM2peDwetmzZQk1NDZdeeilpaWkYjEZMJlMg4Cykzh3wX4BDhw6xetUqBg0axPU33EBzc/NJed/+QUpDQ0OPtLIrkCSJxsZG1q9bj9PpBFREQQShrcCKgKoqPo1uUaKlpaV171B7Ds5fNOPbEwjgbk0xEkURRVHwer3odDo8Hg8vPP88V19zDfn5+fz1b0/Rp08fnnv2WUJp1Ov3OhYXF/PNN98wZ84cwsPDycjICJTQCw8/Ub9XUdTQ6XcEAVVRcLlcHDl8hPSMdI6WHOXgwQIuvvhiLhgzpqdb2KX4K4KBTzwjN3cggiBgMpnaret7vV4KCwtZtnRp0NrOvRW9Xk9FRTm/+sUvAq50r8eDrMgYDAbcLjderxej0YhOr0eAgE57qLwCGprx7THavkQNDQ3s37+f5ORkLBYLGRkZREdFodPpAuW9QinamTad7+6du3jtpZeZOnUqGRkZZGRktNvcbrdz9OjRkNF2lkQRh8PJB++/zysvvcyKr7/i+huu77CSjN8rEFL3nxPGJCsri6ysrHbfV1ZUIooC4RERHDx4kGVLl6ILkfvvdDrJyR3Iiq9WBj47euwYdcePM2TIECoqKqitrSUrKyvgbvZ6vQzMytYivkMIzfj2CMJJggGlpaW8+cYbTJo0mWsXXctdd9/dc03rBgx6PXt276Hw0CEWXn4Zc+fPa5de5Hc3CoLA4s8+45/PPkt4WHhHP3fOoSgKeoOe2XPn0H/AgIDGcVs1J//fP3j/fYqKihg9enTI5Dr7Cia0j2Foe8//9Pjj1NTU8Ps/Ps6CBQsYPmwYk8ZPaLfPuYgg+LTdBUGgpqaG+Ph41q1ZS3FxEVarlf79+5OSknLSPv7UPG3uGzpoxrcH0Ot1HCo8xDPPPENMdDTXLlrEk0899aOi7KGCV/aS2i+V9NZZbkfiCVu3buXY0aOMGjWKq6+5hvr6ev76xF+6u6ldgqqq6HV6YmNiGdOBi3nv3r2YzWb69OlDcnIKMTGxhIWFoaqhNfs9la9WrqSxsZGp06Zx/0MP0tzcHPD8hJK8pCAKuD1uvv76a+6582d8vXYNV19zNaqqfm/lplBNOzyf0YxvDyDLCrExMYwZPx6pNeoxPDy8nYRkc3Mzny9bRv7gwciyHDIvoKIoREdFn9TRqKpKU1MTpaWlDBo0KLD+7WqtmZyYmBhyrlc4EfUqy3LArf7pp5+i1+m48sormTZ9GoIgsOnbjaFlgFqf5YrKShx2O5mZmTgcDsxhYQiCQFpaGrIsn4gKDpFnH3yFRQx6A2PGjuFvT/+DuLi47zW669et45WXX+bR3/6um1up0dVoxrcHUBSFqKhohg0dirvVuMCJDqmoqIi4uDiampqorKxkUF4eZrM5dDpf1Tf6P5W9e/fy5z/+kddef528vDzS09MDOc+iEGLazm1O3+VysWzpUnbv2cNDDz3ErbfcgqIoxMbGnhhwhZDxgRODjs2bNvH50qU8+9xzTJ06FQQhMAhtu8YfMs8+vopOoigSHhbO9Bkz2hneyqoqnE4nfeLjiY2NZdjw4ZjMoSEwo3GC0FNwOCdQkXS+juVUl2tLSwt33nY7O3fuxGq1cunChQxunfmGEpLk63C+/uorbrvlFioqKsjOzub+Bx4gPDwcvV5PVFRUQPFKbzCETLCJIAh4PV4qKytZvnw5LpeLlNRUsrOzEUWRxKQk+iYnY2wT+RtKttcvL+pyuxk1ahQ333ILoihisVoDut5+PB4PK5Yv57abb8bQ+iyEEn4Vt7aD8C+XL+fdt9+mqqqKrOxsFl13Xciou2mcIHRnvi1H2LN5M6sOKmTEuigWx7Do8kG0F/DrGdq6kI8dO8bXX31FTk4uI0aO4JIFC0hJSSEiIgKLxQKA7A0d4ytKEtXV1Xg8HsIjIujbNxmj0UhsbCxTp01rt31lZSUbv90YMsL6guBb8zt8+DDfbdnChRddxJAhQ07SdvbT2NgYKLcYShZYFESMBgPJyckkJye3+37jxo3YbDZGjBhBUt++5OTkUnSkqAda2j2sX7eesrJSZs2ezfARI0hLSyOqNeMhNjaW5qamnm6ixlkmNI2v+xhbVyzno1UVhI0chk6p5ujq13gu7E7uuDCDGF3PTvhFQaSpqYnq6mokSUKWZaqqqkhISMRgMHD3vfe03yl0+l0kUeT48VqqqqsYMWIEWVlZREdHn7SN3W7H6/VitVqpqKjg8OHCkEk18gfW9O/f37eu+T05rgCrV6+mprqa/v37h8yav19e81QaGxsRBAGr1cqBAwdoaWlh+PDhDB48mHt//l8sWby4B1p79vHnOTc2NlJQUMDw4cNbn20Bl8tFfn5+TzdRoxsISePbsnsFS/6zjb1x1/HWjZOJUGtJr72DBf/4lOGDbmd6moWenEOJkkRtbS3r1q4lMjKSmRdeyHXXX9+u85VlGafTSXh4eEitefnWvKOIjYlFr9cTExMDnJxis337dmqqq7lgzBgGDBhAXl4+mzdt7slmnzVUVcVoMJCYmEhiYmK771evWoXFYiF34EB0koTRZPQZqxB6BjpaQlizZg2iIDJy1EhGjRqFIisBoZVQqmftN75FRUWsWL6c/Px8xk8Yz4SJE9oNMF0uFw0NDZrbOQQJwTXfOg5u3E5RrYd+UwYSAaCE0e+C8STsXs66vcdpdP/Yb3QtqqpiNBqJiY0NdC5JSUntZn8NDQ18+sknFBQUtAaohMbMR5ZlEhOTAsFU4LsmVVVVrF61CkVRqK+vp7y8nKamJiwWC0OHDsXTqgoWCrS1o/5I74qKCgDWrlnD6lWrqK2tZe68eVx33fUYDIaQGoAJgq/rKS0tZf++fQAcr62lpqYGQRDIz89nyNAhATe8IIghsuLvu9+STiIpKYkhQ4diMpnQ6/XodDoEQTjpPpcUF/P+e++dtCasERqE3sxXKafocD1NjnhGJrVqxIoS+vgUBhkrOFBUg83Zj3hDz407ZNlLSnIy0zpY31QUhYMFBfRLS6O5uZlPPv6Y8PDwk4JvQgF/kQCPx4PD4cBoNFJYWMi9d9/NylWrmDdv3knbe72eENQ39t1vWZb57rvv2L1rN7fdfhu33XEHqqoSGxsb2C6kDC8nhpFbv/uOjz/6iJdffZWbbr65w+0VRaGqqiq03O46PQkJCVxyySXtvi8qKkKRZVJSU6muqaG8vDzkAi41QtH4Hq+kuLmBYikJQ5t0FkEU0AnNHCg/TovbCx05noN8udumgQit/3ViL0DwaRW3oqpqIM+zpbmZhZcs4Iknn2TW7Fl88NFHCILAs888Q7C5Nt3bVXXu/IXAHz4OHz7MF198waJFixg8eDBvvv32SUbHj6woIPTOub9A5++/gO+5URSFlpYWDh08xJChQwBISkpEFEWSkpLa7xes4Qk8ml19xYTgzl8QEAQRl9uFoihMmjyZtPT0duk2iqIgiCKy18vmzZv5+1NPYehgnbjjY7R5TrrFYAuBP3/sGgiC0OEg0uv1BtbCP/7wQwoPH+a/fv5zJk6cyIQJE7AFCisE27Te+MZoQCgaX0FEFARE1HZLZCqCL1/0+57HICcXJ2Yj6in//sG92h2sqqqKbzdsIC09nYEDB/LqG6+TmZmJJEnn0Ghf7dT5+2u5Ouw+uTybzYbRYMBsNhMeHs6wYcPa7VNfX09BQQE6na6Xuh59K5idPX9RFHE6nXzy8ce8+vIrrFq7hunTp3e4vcPhwGAwBP8ctDal62fMauv/On/+/jxXURSJiYkJrPm3Zf/+/Xi9Xvr164ckSWRkZLB1y3dBtKo7UQN//tg1UNv82ZbFn31GfX09c+bO5c677sJutweuy6mu6OCa1jvfGA0Q1FDyZwHIu/nw4cd5bXcs0/74Zx4aFQ6qC0/xx9wz4080PPIaT1w7jDSLyO8e/S0vPv98oISZoii0NLdgjbT+yEF8+NfqwlpVeTqHgMNhx2QyBdbx/FWNRElCaq1yJIpi4DcDeZEu1/cq4ZyKoigIgkCExdKlL2BTUxNGo7HzkciCgNPhQJIkzGYzsizj8XgwGo3few1VVcXpdOJ2uzt9/v7r2rY83VlHEGhuakKn06PXd3IcKwi4nE4EQNLrcTmdP9hGfxCaV/Zia7EFd/6yjMVq7bIBnCAItLS0IAgCBoORzpk8AXfrrDciIuJ7t/K7WUVRRJZl3G43Ho+n8+cPyF4vFosl6Nq5weB/N71eLyazuVPvmsfjxev1YLFaA9u73W4URfENtEQRTimy4e9rghmQe71eIiIigsoSaGho4NHf/Y7b77yj0/tonB6hN/OV+pKWGoFl33EOVzUD4aB4cVceZZcrjblZfbCYfC/jXffczTU/veYkCTup9WXv9OEkXdBFzn1lBNU2Wr0CAQGn1pfO906eeJEF0Tej76wZFVr3Vrp4rUiSJF9ZtCAMvL9zURQl4LJXf1A6UkAUhdagmyCOA12+ViZJEqrauVm/H3+wkYqKKAidaqMgCIitx+r0cej68xclCYI+fwEE4YefTb+BUVvdyMLp3H//te3a+YXQOlD+4We4zfatz3zbe+O/Jqri8w2ceINPIEm64M7ff4wg7o2sKAE9bY2uJfSML7EMnDKOgbvW8d2Xu6idm0ic0MKRjd/QOHE+UwfFYG1dOoqLiyMuLq5nm6uhoaGhcd4Rem5nAG8V+1Yu4cMvCmhIyWVsZBmrtikMu+F2fjo6CYt0rqyjamhoaGiEIqFpfAEcZRzes4ctJQp9Iz2Ui/nMnZGJpafbpaGhoaFx3hO6xldDIwTwr/5paGiEFiG45nsO4m2mrqyI/ZUqcWFuatUUhuYlEREaUsY/jmzjeFEBewsraJFNWPvlkp+TRFQPCqH0JJ6KPexsjiQhMYlU6/n2inpoqT5GSUk1NmMcfdPTSTkfroFcR/GBMmyouGwedNY+JPdPJbZzqc0a5yDSo48++mhPN+L8xk7NvrV8+sa7fLizFrHqW977/AikZJDaJwJTB3VvQwpvM8cPb2T5x+/z9jvvs2TxSlbtOo7Urz9pSdGEnS8DED+uItY98wseXqdgTctlRGJoKZv9EIq9mpJd29iycT1frVzPjiqBiLRsBsSEugWyUbHmU977bCMHq0s5sO5r1m4uozEyg8FpllDUANZAm/n2OErpRla8v4Q3D03mtXevIVNoZPzfFnHdk1aifnc1Fw2ICumb5Kg4yJ7VWyjJv51nfpGDvmAJ/7jnl/zjn8kkxF3LgtzInm5i96E2UbLyX/zjve2UjpxBhDGU73xbVFRXBTsXv8DfXiklacEibnr0HnIsoSgoeioKNG/m+Yf/g+W3v+fGuQPo497E64+8xxf/WEL+uNu54Hx5DM4ztEFVj+KgZOdmtu0uJWr2BWQKgBpO9uTJWLb8h7Xby6gKaT11Jy5TH2JHLeKheXnECjqsuRdx+cJBhO8rori0gdMU1Tv3UD04Cpbwym49aSYjiSYBuZfqeZ1tVG8dhz54nJ+/IDP1scf433umkXteGF58ObjFe1jXrMPh9SLLgMFKrFXE6q2hpr6nG6jRVWjGt0eppaKwisqqCAYP8Ce2i+iSBzDEUE5xSRV1LZ1L3D83MREVn0LeiBROOBZFJElEyE0kOtpM6BSS+yG8yE07ePWZRubcOJsRqVEYZRnlfLC9igPnwcU8/lgBI+9axJzhfQnv6TZ1J4IA6UOZ3XcnS19/jy92HMdRuJ8jRgvqjAuZGN/TDdToKjTj25M0VXGstpL9goEwfevipgDoDZilRg6UVnPcFtJTX9oXZChn11eN5I/JJy815rx4QGVHFbte/wT75ZcwONFKhBhaVYx+CNlZw57/fMIWh52ylX/kjumjGNF/BDOvf5zXNxzD3tMN7HJEsIzjZ8/+hktNq3nhxpmMvf4zyuIm8+AdF3AeLbqcd2irCT2JIuORZVwInBxXJSCi4PJ4kc+TTtiHh4aVr/Bu/GVcf+Fw8vqcB4+n+zg1e7/kE+tVPDA9hXCqMIkg6E2EWfzax6GacCTjcVZyYFMxzkGLuPbuBQwMU3EWr+Xj5z/i3add2M0P8rPhXajP3SvQozZV0Jx5MXNTD7N3/WY+e/FlvEYrv7hhJH1C8dZraMa3Rwm3Ehdupa/HjsPTRudWVfCqZtLio7EaQz3S048Xb+kKnlkcybxF85mY24fQj/N1UHdoFa889Dj/bspgz6dmRJzUHqynRnqJP12zh4IbF7Ho1rGk9nRTuwQZxV1PZUEzDMugf/8sssNFGNAX4dhuCv59gA1fFnDt8NGErPlV3TTteJP/93wj+dddwayhVuRLlvPvZ9/ny7de4+X+afxqkiaBG4poxrcn0ceTmBRDX30ZRbU2wOKb5NRXUmhPIDs9kTjL+XCLZOSGXXz4QQWZ869k3thUIkUvNpsXUafHbAzVfCMdpj75TLnt/5GuKHg8KpKuhq0vlrI2bBAjJkxiwrDkEFZlkxD1UcSnm5EbbTjcHpRwIyJW+mWnEhdfz9EWJ96ebmaXoaLINez++G2W11/JJVmp9IsLh7gruKJoLwff3M+GvdWok+JC0u9xvnM+9Oy9mFjSBg9i4IBC/rN6Lw0LEokSvFRv+5bi9HFcmpdMn5CPOFJw1x5g3acbKLcO4/IxCeiczdTsX8kGVzY52bnkGnu6jV2FnrD4XCZem8vEwGf1JCz9iO3xU5hz50+YnACh63aW0IenMHzuCKKf2sTusoUMjTZiAJoqmtFHxpEzIp321X5DBV+lJr1exFNXR6PTH1wZjtkcTd/IGKJSokPyzmtoIhs9jIA5JhKz4KRs+wHKwswYqr5jyfJCLBcv4qrJmSQYQznkyIu9dAvLX/4n/3htM96+Kkc2rGPDt+tY8f5ayvvkk5uXQVLo+58BBW9dMYWHv+E/by9jU1M40dEJ5CZHYTYbQjbwTBSNWGPDse/bwaHjTmQ8OKt3smVrFbrMMVw8Zwwp5p5uZdchCCaiYqH0uwNU2r14RRe28p1s214NfUcye8F4UkP4/M9nNOPb0+ij6ZuWSFr4MdZsLEO0HeOQdQE/v/4CMiNC3THh4HjhDr5ZvpEKSziu8mOUV1ZSVV5BtWcYM+ZPY0xO5Hmw9guoCu6K3Xy75QDFDgPWCAtWs5XoxAQS4yMI2ZV/QYc+OpPhQyOo2LyV0hY7VUdK8WRMYPzsCxkdF6rDjlYECUPCQEanN7N/22GOt9RRUVyDN3EI4y+bx5j4ED//8xitsEIvQm0tHB6qTsbvRe2oRLiAcF5dhBMEXknhPBGa8ON/Ac5XzrsX//xGM74aGhoaGhrdjObT0NDQ0NDQ6GY046uhoaGhodHNaMZXQ0NDQ0Ojm9GMr4aGhoaGRjejGV8NDQ0NDY1uRjO+GhoaGhoa3YxmfDU0NDQ0NLoZzfhqaGhoaGh0M5rx1dDQ0NDQ6GZCXTxYo7eiuHE6bDQ3e1AFA5b4KMzdMhSUcbc0UFffglM1EB4ZQ2yk8fwYhXqd2B12Wlq8iHozllgLRk3OUEOjR9CM7/mMqiB7Pbg9XmRFRRD16A16DLrvN0WqKiO73bi9MgoSOr0Bg15CDLYTbz7K7q8/4KV/baXWNZK7PvxvZkac2el0isYjfPfJa7zwr6VsaMph5s2P8Pt7RhPbDYc+K5yJ/nHNbr5Z8Qmvv3EYXf+LuevZm7ng+yo2dKvOsopK79OxPt+lpjW6lvNiwK/xPTQVsevTJ/j5VVMYPOQCxl/3KM+tL8Mpf5/ctwdH7U4+f+J+rps4glGz7+bXr2/kaLM7+GNHDmDk6DFMyjJwpEVC1x2dnHsXb//2Q/boLuF3X61nzVu/4or+JtTmeurlbjj+GaEiyw7qqhtPv7h80mjG5KaSZPJQ7viha+6luaGJlhZnBwUvzjKKjLeuljqvgvLjW3cPqo2m5maabL3+odA4h9GM7/lMZH+GL7yF+29bwFhBwDhyPosmJmOUWntl57e8+D8v89K/d9IA+Iq/5zPt1pu5bNBgFv3mUR756RjSrYbTOrwoSeh0Ouj6Lh6AulVv8V6LRHNCX/pJVvpmp5Bu2Mu/7nuB75rP9tE8uKvX8uyVE5j66JccaAhmgFLCl49ey+U3/5a/ra/xfWQrYd8XL/Dzv27mOP4r5qFi2W+4ft69PPz8Zqo68cuW6CgiIsNQlO+/5p5DH/HU0x/xztryrjWIqp2mwpU8ffc/+KbKg6dXlHhxcnTps7z0749YevS0hzkaGj+KZnzPd3RJpOSPZMpYCy2bCqlQxIApVA5tZdPGZazYdZAiu38HGVGxcbR+HP+/vTsPruo68Dz+ve+++1btEpKeJLQgCSGQ2CQkdoEjDNgEx3ZsYsdu22PHybTjpKdnUtXTnUq5u6sn01XtVFLdcTvG2BjixmBjs69mRyCxCSEkJCGEhFa0L29/d5k/nsA4dhw7E6u7Z86HUtWry733nXvq6f3OOfeeo+VFKcQ5/7PcuQjSXdvE0GgQJSIyPMSpDtBec5ptVzUsjj/BW3wqPGTMkSnkzppPeXEGcVb5K5woluSc2SwuncGMlGgA/MM3qd65m5qggpU7f3lOITolm5llRRROSyL6S5xZkkx/YChVo/Xofs5du0m/xclXKfVXFnLTf/kQmy76MRTrf5D7z21U7r3ApYsDKBHWf+/CCP8P+8/yzSl8bSQi4jMpLM4hsP4C13qeIG+ygklyU3/ZR5Kzk1ZPE2cb3MyZGwEhD96eZi7MmMvzEabwl3PPCT76uIVbzTfwxGSTtfQhnpgbN35+Df/13bx9oA/6G+mevIo1DyyiJMX+SVhJEugavuaDvPHrTZxotJE+fwUPfXcNS7MlWk8c4+S5OgYMg6FWJ8t+9kNWJH/OR3eslatnPmb3gYs090ZR8NxLfL88HQcDXNn6Bu983EL/bQ/H3xrk1kcKgdutjNxuZXA4mo2vwInUpTzz/ELSbTJS7xn2Hm3iesNN/JEpJC99jGfnORltOs2+k1eoqzKx5Pt53NiyhRNjc1n7wjoeL0m++wulB4fpuHyZDlOQ2jPN9C/OIjHUTOXpCo4d68buSiMjJ8CVbbu5GMhh4TM/5KU12USiMtJcS6d3iIZmJ5HTuhiJ7OPob95k67l2/FHv8L9eqSB16dP8Wb6X5i43Q9c6kBNz6SGDTIJ4Oi5xeNchzp6vpyfjMX74gweYk2wfL9sXdS9Hadq1gbf31NB2qw39rRG0W9+geF4xC5Sr7DxSR3OtwrIf5HLlX9/mtHklz//4cVZP1blx5iQVZ2roNykMGXN5/kflZCoAXjrOHubo8SMcrpNIL3uYp59cxjS5i4bD7/DLzacYCTrY+vOfci69jHUPJKOOtlF9oJ2I7HSS0kaoevt9Kny5LHv2JV5arnL+395h085LdDnn8a0XnuKRpdnE3WklaGMMXN3PpsMD2D0tdGav47mHi5ii3+Di2QqOHO3AFO0iZ7bE1fc+osqdTunTP+KltVOJVZs4+vbbfHT+Gg3yKMH/7WNgfilLHllBwUQ8jyD8f0X0fAWkyETSCwuZ7rnMibp+NB0INnBJKqSkbB5Zvl6qK5rwAPg8DN/qIK1sGjGyCcaq+M1b9fRbMlmwcg4Jt2up+u37HO0DCOJrO8qr6zuIL5zD/GW5aEc/5MD+czQFgTvD24aEyWTC5ghyo1oja2k595XNIS/FRPepbRyuvEpfRhkrSvPITWzjw3O9n4kQreMomzbs4IOrURStXEBhzC12/GoTxztDGDhInVNCYUY0jtjJZMxczKq1a1izchEF6YkolgxmLlnG8tIMYhQZyXOBjZtqadfSmL9qLi53Mxc3vsuhbglnTBzRA1XsOPger71Xi9tpw2JVQP3dAVodNTBMx5VqaloHcIc0iEogOtBOU+Ue3jt0iWY1iwVrVlAa0cSWX77LyXY/KiDhZ+BGPXXXWrg1qGKblE727JnkJTqQk2eyaPkyFmTHYDcb+PtauHblBs1dPjTdS9epHfzmH/dzO2sxK8rz0A++xmv76+kc+zL3L20kFhZTkBlPZFwak2ctomx+AXkpMSgOB7aeU7y/dyuvf9CAMSkC2WTGYh7ixqF9VJ7tQileTmluFHLDFl7dcR2v0c+VDX/LL6t8RBeVU541xLX9u9iypwmPbRJJU2ZSmu9CNrmYvrCM5QtzSYmU8TdXcfTgVt7eWcHV0SRmf6OMIusVNv7TP/DK+jP0JJTw4CMLmHz7MO9tP8hBWxReAAARBklEQVTHTeP3DPQhumuP8estg2QtLKGkNJXhbRvYeeo6vXIccVoPLef38t7BKurdaZR+czVL4m6y9VebOX7TQ8iUxPTiAnImxRGXkEX+wqUsLsoh6Y+7qyIIX0iErwByJNFZ01gweZDzldcZ1EFrqMWdlEle+WqKFDdDF89z2Q+qZ4Sb5w0WzklEkfx0HniXU54kpi1aTsmCR1ldFIOp7SQfnr8NwW4aDmzjnLOEVcuKmbP8KVandlJ78QJnmoOgmAATJtmESR/lZkUbKete5qWXn2Jt2XRS7AY9585y/ko3gfR5zCp7lO88v5aSGNNnwjc01E1/0IxzWhn3r1rHEw/PIqrmOKea3Wi6nfipi5idEY0jPoOsomWUL17CyrXLmJUxCZM1i6JvLGJJcTrRcojuQ1s4ORRNVmk58+c/xKpSF86OY2ytGkBOnEJ+qgO/yYIzZQ4rnvlL/urlb7IsL/ZTQ7QmSwQJObm41GGCJgnDMIB4stOTiI2JxhSVyfT5K7j/Oy/w4lMLmFR/lBPXhvCrMlFZuaTYQdF9+A0zVpKYWjSb/El2TKlzKStbTElGNLaELHJcDpAlRkMmFN3D2PAo/aE0ilfeR/l3n+Nb6V1UVjbRMRb4Eh8ECzFZpczKiiUiPo3M4uUsmZ5NVrwTe1w6U1PseE02ojNKePB7P+GnL6+mWK5j9/EWrtsLWLVsIYtW3kd5rpuDG0/S7PPQ0zKILWMWpfev5ZnvLiJT6+FSxTV6UIjNncuiGSkYpFFYtoLy0kwSUrLJSXQgK1b8FhfZs5ex8qnneP7xYmLrznLFk0LBkjU89Gc/5vtrkgnV1XGpppsQoHbXU3P8MNcmLeVbC4uYu2odKyJrOHSyhgZPDFlZKSTGRkNEBvkl97Hi2y/wg2fLcDUe52R9H2NEk1w0i5zEWOLip1BYtpTCGVlMEuErfA3EsLMAWLHFZTKrJI43Tl+lPTiTgaoxUufYSJxVxKzsPVScquHYuVby04epG8pljcuMpLdQsb2K4YQUrpw+ACkGrVfb6AlpWIb7GR3s4dQHlfgWlHFi7yBOp5/6vhH6NC8ejx9MMiZTCP9IHRUfvUtvRYgHfr6ITOedcinEpqWiHK7gyPpfMsX3IEvmLuTpBcpnWo1yygLWPmnBbHfivXmeqpqbBGwBhkbvhI6foKqj6ypq0B/e5A1vMwyVgA+wALRTuaOKAXskdecO4Ow2aLt8g25VxTMwiooT2WpHIpvFy4uYmh3L598utuGclIIrzoLs+2SrxWlHsSSRED+ZKSkABjZXOtnKCLcHvKiaBNYkkiZFEWn75CpDgSBBTcfQgvgJDx5Lkp3k5ElEOlvRdQ1ViiFt3gqeyLIxVe3h+uUqGjwyPt2DX/2yT+4GwnWia4QC/rtbJUC2ODHLuSwrn0d2hoIMeE5c5PLNG4yqiVSdDmHquU5jRwDT8ACDoRjyHv0Rhbnp2AbaqK5upbvXgynFHx5FUYP4QyqgEfT7CRg2rJKVxOR4Iu3JJLmmkJsmAxL2pAxybU6UggKyowAicGWnEh/04uv34sPA11JP1b5zuJeXceTgLTTTCA1eP/1Do3i8GjgdKLZE4uzp5GTIQAirK4Mcyyh9g15UFZCDhDQdHZWgX0V8RQpfF/HJEgBQ7MnklRQS/UE115oK8HakMH9ZJLHEkzs3i0kXLlG1+zjlT0TQPbOYKSYDbtdxqk5Hm9ZJW4OEv01lzJtIdkke86Zb8LRd41S9hDX3Olcud6CYQ4xElnJfQQkl6Q4IGUiySmCsi9ojvVzo/wYPBkJwtw9pJ7v8IdZ09tL67nu82nyF6sef5Kl15cxKsHxqXqgSn0Va701uNp7laFsjdY3tDMhmcr/qBOSBeirqNQKp3XQ21VDVoeIejmZycSGFcxOQNB3DAAwHNrPxBU8DGxiaFh7C/9RmA8PQwo0AA5AMdFVFRcYs35nrqqFpBl/wQPJdmqZhGAaSoaPLCs6keNJ8DVQc7aD/Vi2N3X70bAn5TzBh1TBAwoHNrKMBMqM0nG9krP82gchWrlYOonq9BJzTeeKZ+aRbo8mY6eJ69WUa+jppqm2hd9hHrFkON55+z/Xpmo5hhBtKofA7o6nh16ZQCFU3UEwSumFgyCYksxkz/fS2tXGhQUOZ0cjFSzIGQYZT7ueRRTPIjVegTwvXvaES0gDZQFdDqMjIJjEIKEwsEb4CAJI1itTZ85lj/WfObI1Fznyc+6MjMQGTps9mmquOyn37OJAyn4Qlq5HRobeTawEn2Wte5L89U4gLwsOrkoRk3Obmji6aLZN59Nm/5m9Kwk+OGoaBdCcIukJomoPIhBJWr8vE8dPN/OqtQlL+fCnTYi2gB/DFFLHy+y7y8rex/rVN7Pvnv6PJl8Sm/15EzD15YvSdZdfrH3CsJ5nl33uAb6fIXD/yb+GyfGHuhJd3uLtPXycNXiuulf+Fl18sJVMmHJjj+xiBwbvHfZlw/DpI8NkFKSQZmSC953axccNBmqY/yQ+ffI5nag9ybsj0qUbCHyz2+A6fV28GRjj0ABilr7mbYdscVj3/P/kfpc7wwcb4wfogjVt/wd/tkShZ9zSPrfPS1nqC2qAWLv8955ekr76ghXGnnCYTEqMM9g/QFV/A8//1b/jzqXf2+eTzZnTrX2lSm1hgQ/g6ieaeECZZMKdMo2yaj6oP64hLjyUyevxmV0o+M/OjcXZdZvd+WJDvBCSYlMGcqF6qz57jcuNQ+ItZDeAPBAkGFCKSXEw3t3D44yraRnyouoYW9OHxBcI9GpMEuo5kTSB14eP85McFtL/5Kq8fbKTdB2jNnDleyekGJ7mr/4Kf/eJnPFdo0HjoCu069wSKRtuRLWyvHSVU+iiPz8nEHhjDZxjjK3jpML6CkjT+L3zN4R/DGO+hGjokpDM7ZpC6c+e5WD+AgYGmBgj4vXhDIN0T5pL0B1Zlksbz5TMNAOl3zsPdF5J05/9B+p10Ck+PCi9GoY8nTzhYJCSzgmmgnvMHjvJudTZPvLiS2XE6br8e7lmH1HDwSNInNfF7Ci+ZAF3H0D/ds79Tnk+uO5rkglQcvS00nLrALQMMTSMUCuB2e9DGLrHlb3cSmPcga1ZOI8VqEPT4P+l56nfyd7z+9c+m/j1Vc7cuuVuO8VeGAcQwKTGG1EAjBz6+zEgwhKqqqAEvbl8I/W65pU+/hXTPue7UPQa6rt+dC/1Fc6IF4Y8ler7COBnZmkphWQb+vgUU58YTc3eao4uMabnMW9xARe5M8pwAEiTP57FHp1O5cROv2zwMrplHrnSLliET+pRynihYwrdXvM9fbfhHfu54loeL04gavkJ1IJ85JQtZYNHRdA1d09BNceQ89mP+uvJ7/PQX68lK/gkvlnrpPHySNucI6UUrSbXGk5XvwmWeist0b8tRQrZHEOHtYLilgdoeHf+tdvpMPjw3aqlpsVAyTUIzDAxdQ9PCQSSZrdidZkzaLW60juBL8eFPnMdDjxRQuWErG14L4H54AflKN7cG/IylPshzxTrq+JPNaigUfsj5c5uw46Gnh99TVTUMwkOquqGH79GqgFlHDWnoGDC+P6ioWngfXQsfZ7LYcUZaMFpbaBsZA0+IeFfc3SFaQ1NRDRnFbiBprVy62E5x+g0ae1WM0Vau1zQzLXUOiYYR3h8VTYXPTuS1YI+LwjY6yFB3N7d8ScT5dRyKjhpOSNSQiqZbwRRJ4f2rKK74Vz784DX+yTLMY6VxaAPdVDfF8p3nrNijJXqv1tHSlQE3exgZ7sWrtNBU30VykhlHpAOr1E5L2xBui4QpMQmzOn5Nuh4OZZOOpmroRniIXtPD9a/dqctQgADxpBcv4sFZx3j1X/6Bv7c+yzenx2K6fZHzLGVt2Sxy0NF1HUPSw9duGT8vBrqmommA5CQmAvy3+ujo7CKYFcuw205i7O9bh1MQ/jjyK6+88sq/dyGE/xgkTDiD19kmLeKF+7JxOe60zWRs6iDDZo3e3NU8NSOKcJ/DSWrJXKYYjZzYvZXNb+/jwu0Ecpc/yOMLXFit8UwpmkFi/0ne3byF7e+d5rpjPqu/tYy5tkZObt3I5l1naRvqZzRgISF/IeWLk+nf8yabd5/nqj+eDMd1mmpPsO3QBVqbm6jxLuMv/2IVeU7Tp0oenZaI3H2Rw7/dws4rAWLnzGRG4BK7zoXILM1AqtnDh9uPc6mxH59qITJtMpMzU4g2jdBX8QEbNh6nxZLBjBn5zFo8jxzzTc7u38o7G/ZQdSuC9GUP891FEYyce59fb9zDlbZ2+sdGCEZmkJEUg1O5txup4h9p4Nj6t9h2sJrWrlF8uhNrqI7Th/dy6FQNnSMatsgY4m0dHH59E7vq2ujxGERnxeGr3M3ej45QWd/DqFvC5ppMTn4qMVonldvXs3FfK0b6VJKHTrL3o10cPtdA74gb2ZVNzrRUEq59yK/f3EetPJPVC2Qu7rnIcMIUXFILNUd2s+d4NZ1DY6hKFAlTcnDZ7/0UmImNleip3sv2bQc402nFNTkK5cZeXt+8n2udXQy43WgxU5iSGIk9KZ9ZedFIzafY8cZbfHC8jnZHMd/53gPkxSWRlTrA6c1vsOlAB0r+dDJMPbTXtdAdk8/Ckqm4YsB3YTtvrj9AnR5PlO8qZw/t5ePKWro8DuKSXaQoDez8l9+yp6GdXh9EZ09Gqd3Jzu0HOFnTyoDfQmT6FApnzya/IA1n2yE2vLWFXR9V0526iie/XULqUAX7tm1lx8nLdAyHUBwxJMfc5sjrG9lRe5Mut4YjLY/8zMmkOPtoOrWTbR9WUB9MIm/mVFwOMQYt/GlJhmGIMRVhnIER8jIYVIixK8j3PqykBQmEQvglO9HWe4NPR/W5GfX4CakgWxw4Ihw4LOP7GCoB9xijvhC6IaHYIoiItKGgEvR58PpC4z02Ow6HHYsUxDM0gleTMTvs2KUQgaCGiozVLKEZFpwR1s9Zl1gj6HXj9gTRZRsOp4Lk9+BWFZyRdhQ9iN/rw69JmC127A4bVkXCUAN4R8fwqiYszggiHFbMkoHqH2PM7Seogmyx44hw4rBI6EEfHo8XvwqyYsXmcGD7nD8sYejh6/P5goQwY7HZsSmghXz4/Sq6pIwfC0GPG29AA8WGw2nDrAUJ+nz4NZDMdhxOGzaLhB7wMjrqJSRZcEREYDOpBANefH4dQ1awO+xYZAPVM8ZYEBRHBE4lhHs0iGR34lBAD/nx+VV0ZKwOBzabNTzj6156EO/YGJ6AgcnmIMJuwWwEcLt9BDWQLTZsdjt2RQ4P1WpBfG43Hl8I3WRGcTiJdNowS2CEPIyMeAhiwRFhQw758Qd1JHsEkXYLJiOIb2QUdxAUZ7iMWtCPL6BimML1YTXrBMY8eIMaKHacEXYUPUDA58MXMpDMNhxOOzaLjKSH8I+NMupXMZCxOCOJdFqR9SABnxevP4SOgs1px2aRCHk8eAIqmG04nA7sFhlCPtxjHvyaFK5D++fUkSD8XxLhKwiCIAgTTLTnBEEQBGGCifAVBEEQhAkmwlcQBEEQJpgIX0EQBEGYYCJ8BUEQBGGCifAVBEEQhAkmwlcQBEEQJpgIX0EQBEGYYCJ8BUEQBGGCifAVBEEQhAkmwlcQBEEQJpgIX0EQBEGYYCJ8BUEQBGGCifAVBEEQhAkmwlcQBEEQJpgIX0EQBEGYYCJ8BUEQBGGCifAVBEEQhAkmwlcQBEEQJpgIX0EQBEGYYCJ8BUEQBGGCifAVBEEQhAkmwlcQBEEQJpgIX0EQBEGYYCJ8BUEQBGGCifAVBEEQhAkmwlcQBEEQJpgIX0EQBEGYYP8HZjVmwtjft98AAAAASUVORK5CYII=)
Three colonies of insects were each treated with a different pesticide over an 8-week period to test the effectiveness of the three pesticides. Colonies A,B , and C were treated with Pesticides , and , respectively. Each pesticide was applied every 2 weeks to one of the three colonies over the 8-week period. The bar graph above shows the insect counts for each of the three colonies 0,2,4,6, and 8 weeks after the initial treatment.
Which of the following colonies showed a decrease in size every two weeks after the initial treatment with pesticide?
I. Colony A
II. Colony B
III. Colony C
![](data:image/png;base64,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)
Three colonies of insects were each treated with a different pesticide over an 8-week period to test the effectiveness of the three pesticides. Colonies A,B , and C were treated with Pesticides , and , respectively. Each pesticide was applied every 2 weeks to one of the three colonies over the 8-week period. The bar graph above shows the insect counts for each of the three colonies 0,2,4,6, and 8 weeks after the initial treatment.
Maths-General
Maths-
At the origin of a two-dimensional plane, Sam is standing. He moves two units to the east, and three units to the north. His new position can be defined in complex form as ____
At the origin of a two-dimensional plane, Sam is standing. He moves two units to the east, and three units to the north. His new position can be defined in complex form as ____
Maths-General
Maths-
A book was on sale for
off its original price. If the sale price of the book was
, what was the original price of the book? (Assume there is no sales .)
A book was on sale for
off its original price. If the sale price of the book was
, what was the original price of the book? (Assume there is no sales .)
Maths-General
Maths-
A retail company has 50 large stores located in different areas throughout a state. A researcher for the company believes that employee job satisfaction varies greatly from store to store. Which of the following sampling methods is most appropriate to estimate the proportion of all employees of the company who are satisfied with their job?
A retail company has 50 large stores located in different areas throughout a state. A researcher for the company believes that employee job satisfaction varies greatly from store to store. Which of the following sampling methods is most appropriate to estimate the proportion of all employees of the company who are satisfied with their job?
Maths-General
Maths-
Which of the following is equivalent to ![2 x open parentheses x squared minus 3 x close parentheses ?](data:image/png;base64,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)
Which of the following is equivalent to ![2 x open parentheses x squared minus 3 x close parentheses ?](data:image/png;base64,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)
Maths-General
Maths-
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYYAAABJCAYAAAA5SYEwAAAgAElEQVR4nO3dd5xV5Z348c8599w2c6c3pvfGDL0rAgoIiGgQQRAExIJK1Gg0cdfNuptffGXzc2MS26IGNWIsqNhABBQFpUkZYGAKZQowhen99vPsH4A6KDKTZOaeuznv/xgG7vc89znP9zzlPI+UFBcv6KHOjg7mLbiZhx55hPa2tp7+M51Op9P5ESU+Pr7Hv9zZ1Ul4eBiKwYDJaOzDsHQ6nU7nK5IQosc9Bp1Op9P93yf7OgCdTqfTaYueGHQ6nU7XjZ4YdDqdTteNnhh0Op1O142eGHQ6nU7XjZ4YdDqdTteNnhh0Op1O142eGHQ6nU7XjZ4YdDqdTteNnhh0Op1O143Sk18SQqDvnKHT6XS+Jcv98yzfo8Rw6+Il7Ni+HaPRiMfjQZKkvo5L0wQgSxImkwkAp9Pp24B6QQiByWTCYDDgdrv96vsUQiDLMiazGYTwq3KHC8re48Hjdvtf2ZtM/lnuZjMGWfbbOq8oCkHBQWzftatfYu9RYujs7OTUqVP8x69/zZ13Lf+n33JbMRqpOn2an8y6DkVR+Ojjj4mIjMDr8fg6tEuyBQVxx7Lb2PDxx/zro4+y4r57/eb7NJvNHDl8hPlz5xEaHsbHGz/BbDYjVNXXofVIUFAwdy9fzofvf8BDv3iYBx/6OW1+UvYmk4ni4hLuuuMOPv3i87MjCH4yihAYGMgtCxey9Yut/Obxx1m67Fba29t9HVaPWKxW9uz+msULFxJHz3fC/nv1KDEYZBkJiaioKMLCwggLC+vruDTPaDQiSxKyLJOWlootKMjXIfVYYGAgQggioyL97vtsa28HCRSDgYyMDF+H02u2IBtCqIRHRBAaFkaoH5V9V1cXiqKQmJjo61B6LcAagBCCqJhowsLDCQsP93VIPZaQmACShMFg6LfP7PmAlQRer/afiPuL2+2Gc106l9vt42h6RwgVCfB6vb4Opdc8bjcS58rd5fJxNL0nVAGShKr6X9m7/ayef5cqBBISXo8flrvHQ38PfOmrknQ6nU7XTY+Gkv52LuyNJynaX8SxsjrscggxWTnkD88mLsjU7cM9rRWUFhxkb3sG11yTR1RPek1eD8Kg9DCbCnBUsvVzB9nj04gOMulZUafTOAH9/rSs6/PE4MXjbOLU4S949+nX+Nx8Dfc/HErioExiL/hNT0sZhZve5NnTsxgzLY9Iw49UCG8HTTUV7D1mYfyVGQT0JBThxl78Lv/1WBu3vnAPM4fGEPh3XVtfEAjVQcvp09S1t9NYI4jKyyIxNgiLr0PrERftNWWUFp/gVJMXS1QSGfl5ZEb4wzGwAjpPUrDzECfb3KiBieQMziFtQBBmv2qZVFwt1VSU1qIMHEFakMaDF25cDcfZuqOULlUgAOGVsKUPYVBWMgMC/efxTe2spfzESWpaISRjEPmxVr9Nan2cGKwExY1m1jIDrkPbOGBdwLJlU39wbt0ckc2o6xZxX2sW8aYff0rwth5n/3ur+M3ha1jbw8Sgepoo3LiVk1WdbD86j8tzYgjUYGsr1HbqS/fz1a71vPxnJ9Oe/BW3zcknzteBXZJK18nD7NmygXWf7aSgpB5HUAbDrr+dX9wxkeQAWcM3iYq3s4aiLzaw9q8fsfd0LZXN0YxZej8/veUqRkSbfB1gz9krOfjBK7z4Sin5z7zGfXl9fIv/vVytNO55mfsf2kRQiBFJAo9dJmXBI/wsJtE/EoO7jfryoxQVHqaw9AQVTWYy5qQyMNZK/00X/2P1Q61RcdodOD0C3A4cDg/CcsHwj+rFawonJm8is70CgwrIINwdtLS7QXXh9BoxBwYRanNRU1rAzo3bqY+fSH1DA5I1hLAAI/JFWx433vZSvjxiZGB4JXv3H+Xk5enEx2stM0jISjRZU+cRbv+K583teDH4SeWqZu/mXRx1DWbRHx7mSXMRHz/3R379h9/y3OBBPD4xEqNW73HRRWddIet2RnLzC+v5f7bTbPnVrTy0aQub83MZMi25P26Uf4BWTu7+mHdfe5+t7aMZ4wdBC7eTTjuM+OXz/NukKMwG8KoKgRFRhIf4wQXQRuXXa3l11ZeUysNZ9Oij/DRVa+1K72mj5B31nCrYzFtrtlNYFMmCN3/DzAg79Tte4Y+fNGP1HGPPsUgGzZ7Lkiuc7P7r22wq78B7ZjW/e3QrCdfcx8+npRNmuUjL4+qkrXA3hTN+wX15/8mDG/ZwYOZIBscnanA4CUBgDrShGDp9HUjPtTmJvHI214TFkBQmA9mMmX4VE199nM8PV+OeEIFRs32GAIISJ3D/vwcQYAKIJX1gKgkVNoyShH+s1ldpPrCDQwWl1MbnEd7s9Yu4vR43zk5Bek42GRmhfvIQdJ6Xpm2reOK5Y7iGLeK3v7wS/1vI+8O08QxnthFoUVDaTnKgQUGRvEh1n/LEvYUkTbmFnz6xij8uSCdPVNEQO4k5997BjfkRmC5bwe+ef4pfX5958aSAwGVvomjbGSaOyGfYVVcS1XKYI0WnqLH361X2gj/c0hcITmdgWuy5pAAgUFGwKOEMSghD0WpOAJBkJOV8UgBv3Vbe35XOvEU3smhyEv4wQ0L1FjaWdlEdP4s7JsbidvvHS39ej4u2RhcxoVZfh9J7zZ/z5ye/ojVmBHOX/N9JCqCVxGCwEZWYSV5GFF6vAAFqSx1l9jIOFFfR6DSSNu16rpwyjgyrwHt+Jbt09sW7H7+IDroaSthQdTmTswOxjZ7MtVG1HC8q5Wito18u75+Su4WWU6f52jiR68fEomh+CwIvamsB7z62hGlXLufJN9fyzub9HDnZ5gdpupLNH53G4Yrn2ulpKG5/Wauv4nE1cGL3dt77xQyG5eSQkzaaa+99kQ2lTWj7LRUvVVs/YW9NDRWlH/PnFdMYl5LN8PELeeil3VT7y1dwEdoYSgIkg4JikAEBkoycOJo5E17l9//zM+4suIFbbp3PdWNSiUDQop67Vc+9kv+jS9o6W6jZ9wkfFpyh88HtWAwNFFZWU9xSxInr63ClJuFHU4t+QqXl2CF2bCgl/5F/ZXKs8iPzP1ohI9tymHLP44xY0sqZba/x5Ko3WBVkIWDFHMZGavUCPJz+4BNqQ9PInTaWuOBa6kxGJEnBYtPM7X1R5oiBTHpsNVcEmHG5HHSe2Miqx1/iiT94sT+wiBuybb4O8SKaKNtbTI0lj8sW3sqdM1LgVCH7P3mXV595jMdCVvLMDSl+tqLtWz6tOd0adCG+82QmgXUQc/7zt1hX/5nn17zJk/uKOL7iHpbfMY6IHrcygo6mM5TvgoW//hdmxSnIioRreDQP/76SosIyTk9IIk37949fUWv2UrBzH0V5i1gxK51Av7g5JDBYCYlJIIQEUhJvZPqGHfy1tIiDVTMYG6nN2ShOfcTKV1bz0VE7Qav+RKTcRWtTI21tbp5dOpt3pjzEcw+MJc6kxdF7GcUcSnxu6LftQGYUNx/8kl++e5B9eydydXYu2kwNbTQcb6JLzic6OZ30yBiIjCHC3Mnpfb9j1Ru7qbg+mUzlUiMa2uTTJlGihfKjLbiVCDIjDN9UDiE8dB4voi5hNFffEUNy1hpe+P1aPv9kIykTB7FEOTchaDAg8yO9BdFA/anjbG4ZwvJpQ8k5//O0WUxd/RifHTzIvopxpGWY+/ZC/5m0FrG/oJjDAeNZeMNEUsyAswO7MRCLLGl2+vl7jDFEmsNItAQRatNw/QgayDX3PMLgujZUWUa2V1O6eytrtnYx7Jq5TBiVSJBB201T9zoRRVp6GKHp4ViDrWh35iGEyJRgTLUuHB123IARA4FRSWTmhtCx14HXbyr79/VDjZExm00YDRIoZizfXarasJftBwrYWetFMpswKgaQFIxGCcfRj1i5oZz2yHSGz1nMT0YlMcDVTpdLIBsMyKh4mjpxA3jcP3xeRGsNNWXF1I+44tukAGAeylXjo5CrjlN4+ExfF8DfwIDZpCChoJhMaLhZ6s5Zzt4v97LrtI2MIfnkBLbRWFXKtr9sorTTi1Z32hKudppP7GFbYRPfTNme+ppC22AGXj6Occka7lKGZnPZ1GuZt/Bm5i+Yz7xli7nhilys1jQmLrqZ+eOTCDJotIVSHXQ1lLF3XyUd538mjrHrYBB548cxcWS8hlcpRZB79VhSPNWcLq6g6txPhaOD5jMSOZPziZX9s7cAfd1jUJ3YW09xcPvXFJTW02H6ii2fh5ATYsEomjn2wdvsNI1i1EBB54kjFJaU0d7m5tD+UlIMXkreeYU3vZO5LKGJciWT4RPGcEVqEIbOaJIzYzB9/DYrXzNz1eA8RuTGYjOevwEcdNSVs/fDd3l/w1e0TryK4pp4smMDkQF3ay1tRpWuyt18+d7bvJM6lwkZCUT7/GUagfC2UXWkhNLdpTS3NlJSsJPt6QGMTY4iIlDDDZSjgp1v/A9PvVVEQ0AK42sPsr3LjtPRzvHyLB6+SWi3t+DpoLHkU157fy27hqYSHR1PtLeR8KtnMWbsYJI0XOzfEjha66k/soWte4toaO5i1+Zd5EzIIz/ehkGTk/8OOqv2sW7lNj7IySUxIpr4AYK6mKnMvmoMQ2K1vB5MInL0bOZO/StbT3zBB295GZtqoOX4Yaojp3LXjXmEabHIe6hvq7xw4Wiu4eSpdpT0Scw0ODh19BhyiBnFcZIDVSGkjs9m7AAP9cVdqJHZTJ8SilrbiBg9g5tSXqe4ooT9lR14hl3JhCvGMzwQMGUx6rqbmFu3nuKdB0lPyWZItw6Di44zFZSfbscemEm2Ws3xejtZAwJBEjjrq2g2ZTL8cgstlibKiivJjY8n2ufDyAKhdlBfdpRyexwTp4UTQD2nK2tpjArXdmLoqKa8SiUgwEK0uZ6ig7WAAFMwYTMmkWVTtLPS4QKSyUZwfBY5lrXs+rQUJXYEV1w3l7mTs4g04icb9gjcbbWcrKyjIyCJSZPBXHecsvo0BsbZ0GSnQbZgCY4iNaqd9V99ymFrMsOvvoEFSy4nI8jXD2k9YBvK7PsMBL27mf2le/m6OZwAgsi85VZ+kuLnL7mJHrhpzo3CajSJF1au7Mmv9y1V9XUEQgghqqqqRMKAWJGSkCgaGxt9HU6vLFqwQFgVo3jmqad8HUqvFR05IqLDIkRuZpZwOp2+DqfXli1ZKiyKUfz+iSd8HUqvlRQXi4FZ2b4O428y+7rrRYDRLF556WVfh9Jre/bsERHBIWJIXr5Q+6n984O0fAFNdol1Op3u/45eJga9Uf4h/lcq/hexTgv0euMLvij1nicGAbLGl731J0VRvnnBTlG0Onr+w6Rz+//IsnbXfFyMoiicf+PFaNTy5OQPkyQJzh3w7m8Uxf/qy3ln67zA4IdtmMFg6Pe37yUhLn2i9/wb57Jt6zZCw0IxGo1+sEVA35IAVVWx289uthQQEPBNY6t1EuBwOPB4PJhMJkwmk1/EDWdj96oq9q4uJEkiICDAr4YW/b3sz9f5gECfr9LoFQmw2+14vV7MZrNftWHnj+Dt6OggNDSUgsJDZx8u+liPH3U7Otq5a8XdLFq8mI729r6MSfMUo5Ha6hqWLl6Moig89/xKwsLC/eJM7ECbjYceeIAtn23hvp/dz6233eY336fJbKa0pIS777iTkNBQXl79KmaTCVX1jw3jbLYgHvnFw2zc8Al3r1jB8rvvot1fyt5k4tixY/zioYd5/c03EEL88LtDGhQQEMi999zDzp07+eW/PMJN8+fT0dFx6X+oARaLhYKCAu69ZwWhoaH99rk9Tgwej4fExCTS0tL6Mh6/ERMTg6qqCCEYPmLE2adXPxEcHILL6SQhIcHvvk+j0YjH60WSJEaMGOHrcHotJCQUp8tFbFwcqX5W9maLBVmSyB80yNeh9FqgzYbL5SIpOZm09HRfh9MrTqcTr7d/d+Xr+YCbJOHxuPswFP/idDq/6dI5HP61S6uqnm1YPR7t93Au5HI6z++ti8ul7f03f4iqqkiS5Be9ywu5nE5fh/A3U1UVCQmP2//K3ely9fsEtP/NxOh0Op2uT/X9chqPg866MoqOVXKq0Y6wRpGQnEFuejTB5u+ucvDgaKykeF8pTYljuSInHFNP0qTXC4YfWi3hwt5UzYniE5ysbsNtjSAuMQSTu5mqCjsBKbkMHJhIdID/rrTQ6XS6vtD3icHrpLO6kF3r/srTL+zEM/F27lo0l4TEiAsSg4v2U7tZ94eVFFz3LKOywzD92Oy7cGFvPsW+EomhY1IINFx42Lwbe2sFBRv/yusvr2f/gDk8/NOxRDvK2fHWl5wIG8fsFYuZf2Um4Zpa2OKms6aC45W1tDpkLFFJpKbEEqXl7TC+oeJoPEVF2Slq2gWW4GjiM9NICvGHZaUC7Gc4evgEZ7o8CEs0SRnJxIcHYNRU/bgUFXd7I7UnGzGkZhMX4FfBg6uOY8V2AhOiiY6wanYblfPcLRWUlVdT2+pGlkGoCkZrDBnDMojy44Ne+r7czSFEj5zDPZFQ9HY17sV3cc8Nydi+N4hlxhY/nCmLl5Gbl0DAJZZkqfYaStc/wyOfTWD1yBRs33vwDyQ8dRLz7gZv+RHKQm9gyZIpRAGLJ73I7UtXseadJFIz05iRqJFeg3BhP1PItrXv8Na6rRRVdELKldx49zJunj6YBI1XNLW9gsOfvsVrazaw5XALxqBsxix/hP9cNoJIg5ZfjxKo9jrKdnzIy8++zleVdVQ70ph894P8dMEEBkdovXn6Dlc1RR+/yosvFpL1p9Xcl+dHsdNF7fYX+OWDHUx6bBlLfpJFiK9DuoS6rS/w5P98yMbjglCLwOMJISL5eh59/RGmRmi5zv+4fppjcOFwuvAg8DidOFzfX+YmhIQpNI0RN97MzKygb0/88rqw2+10dXbQ3t5Jp8MLuGirKWHXh59RI7npaGun0+1F/d5/q+JyOHF5VPC6cannXo1KG8ywKIm22ipO1Hf26ZX3hqezlqPr3uWLwFk89t5Wtm56kqUhO1nz4uu8uUOL24N/VyelGz6nxDmEhX/ZxqFdL/LoZJXPfv8aW8/80HejIaKTjuq9vL4piAUvfcGXe9bz7CwHe9dt5JP91ZrdLvz7Oqn6ej1vr3qLzS02/KKT+Q03ropNrHz8dQ40dqAGmDS85fZ5HdRV2hg16yGe/mAda9e+xzsfvMZLf17ORD9OCqChoz1dLeUUbXmfD7YfYZvzBl59aiYJBmg/9CbPflhJR0sZJ2qCCBs9mwcXBnNw5UreLulCUv7Cb3++mfgZP+W+a/JIDO7BJbU1ccYZREpKIlkxWjkfyoPXoKDm3Mq/X5559tSzxCuZecMIPv1THZWFp2mcFEOEr8O8KDPJM28m1WDEYgEcA8geOpCg9e0Ir5azAoAVW9JEfvZYAMEBAMnkDU0hptICXtVvXoZqL/yKQ3sLqYzJJazJf+IGL6KzhLef3YdpYBSWegvCK/wg/i5aW0MJzcwkPy+VVF+H8w+kmVVJitWK2SxoOXSQGnHuXLbOL3j6wT2YM2ey/A8r+e0twxmvHKPMPIKZ99/LwkHBMHwZv3rqj/xm3mASgi6SFCQJSZIxyCpd1Xv44A+rKRs4ixuXzGRSvFaKQMFsjWXIuIzvHIUpYzQYkFIjCBwQTJAvw7skBWuAFYtFAby0lR+lsEzlppX/yuxERZvbPp8nGZCNNoIDztWF1h2s25PFgsVzuWVyCv4wQ0LdF3xS0sHJmJncPikOr9t/TqP3OuopfOUN6mYv4er8OCJM4PWLl+c6aGm1osghhPs6lH8wzfQYDJYo4rJzyQyX2ABn+2HNNRxrPo5UVsdUx3DyJ03HktOOKxAkp/nsqXAGExarFfPFzoGWZCSPA0/JOl557ijGmn18urWT6MuCiQkxayczAiDRffuiBkp3NBAdO54RQxLR+BQDkiRoO76F9S+v4pW1u6iUkxgijef40Onk2LScGQC8qG2H+eipZ3hh7VcU1YQx0pxMan4qsYla3wLiNF98WEmHKYNp18ZQ9+4mP3jaPsfTQvORdbzUOYUHhsfhOSHjFzkBwFNHVeN2tvzuBZ561kl9SxDxw2ey5P47WDA0zNfR/V00kxg4f4ylIp09GEUIiB3GjPGrefrtx7i/bB83L57HdZdnkmQUdKnq2QokxNk3kLlwVdI5QoDBiJw4minXTiJazGDWTwpZ9/SrrPz/DVQtX8riEdocoHHvX81adQi5kyczJcsfDv6QCIgbxlW3/zt5M8s5vm8Tb73+3/xHaAzP3DmMSEXLyUFGCkjnskU/J23mrdTueIfn17zBS0EWrMuvZ6RmHwlVaj/ZRJUtkdypl5MSXkebSUGSjFgv1oPWDDttp4t4/wOFOT+7imQLNFgVJMmEJfDbHrJ2z0lK45qHf874Lgey0UnDsT1s/WAzf/q3Vgx/eox56Vp/lLs4TdUcVb1gXNGQy3UP/wuGuFd46b13efrhUo4vvZ07755AfI83khIIyYBsiyExKZEYgORoJg1/h01/2cn2beOYOuIyYv/hV/N3avuKVWsdpF0xjRlXZOMvzx9KQDgxqeHEpOaQFW+kad8O/uujg1QtG0KYYtDwhKKEpNiISskhKgUG5cqUbXmYNYWFHKiawshwjfYaajbw4kurWV+uErZ2NbFyG/U1VbS3u1h1761svvJufrd8JDFGbfWNAVxnDvPly7/lv/9ST87xzbyAF3tNCY0tRbz+qxJOzL+N+XOuYUyMNtMChkhSB0Z/++chyUSpZzj0bxt4dedt3JCWhqafhX6E7xNDZxVVLW66guJJ6DYQLXCcOkZT7DiuvjOO5PQ1vPTcR3z+/loirxjKA3Fnty9GlpEl6cefKIRAqF48qkDIEhLBJGXFESqV0t7QjnbWJZ3jPc6GNSUYBk9j9pShpARJqG43LmHAYtLeDX4xSkgsaamByJ5gAiUNTWj1hCWReFs48UYLVouGZxlMiYyZdxtR1c2osgyOM5QfcFJe20XSoJGMygjHotGClywxpIybw30DusDtRpW8NBVUc/yMjYScIeRlxxOh5Y6ydGHBhjMgI4d846ecCDRrtJfTM/2UGIyYTUYUJITJjPk7rzR3FO3hYLkHeWIK6SYjiiyBwYjRIOE6up5XDkxl7tX5jLzpTtzlZdStb6Ch3YMsy8gGgbe1C4/RAEIFJES3JCFjNBlRDBJIBozy+b9rpazwNO2hsQzOPdeL0ApXFfvf/5TDXalMn5lGlNVNa+kuDrcGYEocxqhYjd7lnkbKjzbiDRpAemIwEl46ais5UpXKTxaOJt54kaE+DRDuTtpqyzhqT2JkVsjZOGsLKLYMZODIMYxN1vCQQMRgrr5x8Hd+0EDRa//N1iPNzFixgpuifBbZJRlDksibvpS87/ys9f1CPj2cwJVL7+f2y87uJqrVoSR3wwnKOwIJix1AlBlQz1Bzsp7mQbNZetkAbS+4uIQ+TwzC46SrrpSigmLK7S24C75mb2o78cFGRNdxPn9zJ3Vhg5k+s4Oqfcc4UdVCV+cxisuHMijASeGatZjtzUwb7OakO5aBY+KZkB0GSihxmYnY3tvImneimDQwi0GZMQSbz12ScOFor+HIoRLKqprpqt/Hzv1xZJhcdNYWsqk4gMyrpzJjcqZGVvuoeNorOPDen/mvP+4n6rqJrF99CEX20HqkFEfuFCYtGuXrIC/Oe4YjWz7k62qJmMH5ZIQbEI525NybuW9qIlaN5jMA3G3UH1rPyxvhwGUZxERGE9x8CtNVMxlz2Qj8Y6hY4OpooeXYdnYXHqe5rZMD2w8xbFwGGdEBXGxthjYIcDdzuqKCA/tP09xkp3jPLg5mjycr1IZVo+OP7qpdfLy+gjbLAHJzkwmjk05HONl3TmNyjEaD7qG+TwyudhrLDrO3qInAywbhqSpg755WTgYpuCr2sas+kqyRg0iWzlBWXo89ahBjrQ0cLaln0NjpXB+5ij0Ht7H+mECJyGXo7BlMiZTAk8jQWfOZXfo629/bRGBgDOlpMQSf/2C1k5aqYxw+cgZ7VD5j3CfZt303TcoZiku6iJx8O3dfM5LsMK0ME3hwtp5k/xeHcMUrnNzxOeVCgHDjcOYz9Yochsb5OsYfYYwkNcnKV7s28db2rURlXc6MuXO55YGsb78TjZKMAdiiE4lte4N3nt+MMWEsV914Mwun5xFj9nV0PaVibyin6EAJFV0BDB4WQFvR1+yPiyYlyvrj28v4nIpw1VH69W6ONA0gP1/GW1NCcUka0SOyNJsYjBFxhHZ9xlebN7D10xRyJ8xm3vz5XJ/iN5Xm4kQP3DTnRmE1msQLK1f25Nf/KVRVVYmEAbEiJSFRNDY2+jqcXlm0YIGwKkbxzFNP+TqUXis6ckREh0WI3Mws4XQ6fR1Ory1bslRYFKP4/RNP+DqUXispLhYDs7J9HcbfZPZ114sAo1m88tLLvg6l1/bs2SMigkPEkLx8oapqv3ymljv4Op1Op/MBPTHodDqdrhs9Meh0Op2umx4nBiEEZouWFxX3ryCb7ZvD0IOCtLGuqacMBgVVCMxm/5skC7TZOP8apMnkF8uFulEUBVVVMZn8r+xtNps21432gMFgQBUqFj9swwIDA79pa/qLJHrwiTOnz2DTxo0MGjSIpKQkvzwr+B9JkmUcDgf79u5FkiRGjhqFyWjs9y/vb2FQFAoPHaK+vp70jAxSkpP95vuUZZn2jg4K9u/HaDQyavRoZFnGXzbXMSgKRw4f5syZM6SlpZGaluo3ZxBLskxnRweHCwsZPXYsIPCXDZkMioGDBw7S2NhIdnY28QkJeP2lzhsMtLa0sH//fiIiIig/dfKbs+b7Uo8Sw5dbt1FXX4fX68XtcqPplW/9QACyJGMNsIKALnsXQgi/eJgSAixWC4qi4HI6cfnR9ykAgyxjsVpBCLq67PhN68S5srdYUIwKLqcLl8vlV2UvyzJWi4Wuri5fh9MrQoDVav+HdsoAAACISURBVMWgGHA6nLjd/lbnDZgtZoxGI9fOmtUvn3vJxCCE6JcMpdPpdDptuOQcg54UdDqd7p+LvipJp9PpdN3oiUGn0+l03eiJQafT6XTd6IlBp9PpdN3oiUGn0+l03eiJQafT6XTd6IlBp9PpdN3oiUGn0+l03eiJQafT6XTd6IlBp9PpdN38L8f3Y4iwwOZZAAAAAElFTkSuQmCC)
The table above shows two lists of numbers. Which of the following is a true statement comparing list A and list B?
![](data:image/png;base64,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)
The table above shows two lists of numbers. Which of the following is a true statement comparing list A and list B?
Maths-General
Maths-
Check if the number is rational or irrational for 83.396668…
Check if the number is rational or irrational for 83.396668…
Maths-General
Maths-
Check if the number is rational or irrational for
( Golden ratio)
Check if the number is rational or irrational for
( Golden ratio)
Maths-General
Maths-
![f left parenthesis x right parenthesis equals fraction numerator x plus 3 over denominator 2 end fraction](data:image/png;base64,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)
For the function f defined above, what is the value of f(-1)?
![f left parenthesis x right parenthesis equals fraction numerator x plus 3 over denominator 2 end fraction](data:image/png;base64,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)
For the function f defined above, what is the value of f(-1)?
Maths-General
Maths-
If ,
what is the value of 3x ?
If ,
what is the value of 3x ?
Maths-General
Maths-
Check if the number is rational or irrational for 89.402106106106106……..
Check if the number is rational or irrational for 89.402106106106106……..
Maths-General
Maths-
Find the equivalent fraction for the following decimal number 0.57894736842 and say whether it is a rational number or an irrational number?
Find the equivalent fraction for the following decimal number 0.57894736842 and say whether it is a rational number or an irrational number?
Maths-General