(* Content-type: application/vnd.wolfram.mathematica *) (*** Wolfram Notebook File ***) (* http://www.wolfram.com/nb *) (* CreatedBy='Mathematica 10.2' *) (*CacheID: 234*) (* Internal cache information: NotebookFileLineBreakTest NotebookFileLineBreakTest NotebookDataPosition[ 158, 7] NotebookDataLength[ 82897, 1526] NotebookOptionsPosition[ 82280, 1499] NotebookOutlinePosition[ 82622, 1514] CellTagsIndexPosition[ 82579, 1511] WindowFrame->Normal*) (* Beginning of Notebook Content *) Notebook[{ Cell[CellGroupData[{ Cell["The binormal probability density function", "Title", CellChangeTimes->{{3.6670363349232407`*^9, 3.6670363520858917`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"PDF", "[", RowBox[{ RowBox[{"MultinormalDistribution", "[", RowBox[{ RowBox[{"{", RowBox[{"20", ",", "10"}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"25", ",", "9"}], "}"}], ",", RowBox[{"{", RowBox[{"9", ",", "9"}], "}"}]}], "}"}]}], "]"}], ",", RowBox[{"{", RowBox[{"x", ",", "y"}], "}"}]}], "]"}]], "Input", CellChangeTimes->{{3.667034797983242*^9, 3.6670348743300624`*^9}}], Cell[BoxData[ FractionBox[ SuperscriptBox["\[ExponentialE]", RowBox[{ FractionBox["1", "2"], " ", RowBox[{"(", RowBox[{ RowBox[{ RowBox[{"-", RowBox[{"(", RowBox[{ RowBox[{"-", "20"}], "+", "x"}], ")"}]}], " ", RowBox[{"(", RowBox[{ RowBox[{ FractionBox["1", "16"], " ", RowBox[{"(", RowBox[{ RowBox[{"-", "20"}], "+", "x"}], ")"}]}], "+", FractionBox[ RowBox[{"10", "-", "y"}], "16"]}], ")"}]}], "-", RowBox[{ RowBox[{"(", RowBox[{ FractionBox[ RowBox[{"20", "-", "x"}], "16"], "+", RowBox[{ FractionBox["25", "144"], " ", RowBox[{"(", RowBox[{ RowBox[{"-", "10"}], "+", "y"}], ")"}]}]}], ")"}], " ", RowBox[{"(", RowBox[{ RowBox[{"-", "10"}], "+", "y"}], ")"}]}]}], ")"}]}]], RowBox[{"24", " ", "\[Pi]"}]]], "Output", CellChangeTimes->{{3.6670348615640554`*^9, 3.667034875061108*^9}, 3.6671196695007286`*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ContourPlot", "[", " ", RowBox[{ RowBox[{"PDF", "[", RowBox[{ RowBox[{"MultinormalDistribution", "[", RowBox[{ RowBox[{"{", RowBox[{"20", ",", "10"}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"25", ",", "9"}], "}"}], ",", RowBox[{"{", RowBox[{"9", ",", "9"}], "}"}]}], "}"}]}], "]"}], ",", RowBox[{"{", RowBox[{"x", ",", "y"}], "}"}]}], "]"}], ",", RowBox[{"{", RowBox[{"x", ",", "10", ",", "30"}], "}"}], ",", RowBox[{"{", RowBox[{"y", ",", "5", ",", "15"}], "}"}]}], "]"}]], "Input", CellChangeTimes->{{3.6670348811223183`*^9, 3.667034909868628*^9}}], Cell[BoxData[ GraphicsBox[GraphicsComplexBox[CompressedData[" 1:eJxtXXVAVM3XtgsT6dxld1lq6aXRY4FiYQcWBiIGIragKMqLggEGYgciFjah YneLrVgoKhYGigrKtz/Y54737vf+w/t45s6dM3fmzJkzZ54VDw/vOapWjRo1 1jWqUeN/f6v/k1L1Xx3KHv84a/xjSw5P+B/MsuawrFOytFOyHYcL/ice78Dh KrHUicPSqn9w5nBl1X8uHH5U9bySw4er3u/G4WVVFXhweGxVezw57Ff1Pm8O i6ve58Ph6r+tBFiq1lOP0xcY+gJDX2DoCwx9gaEvMPQFhr7A0BcY+gJDX2Do Cwx9gaEvH0vVehly+gJDX2DoCwx9gaEvMPQFhr7A0BcY+gJDX2DoCwx9gaEv MPTlY6laDxNOX2DoCwx9gaEvMPQFhr7A0BcY+gJDX2DoCwx9gaEvMPQFhr58 LFW325zTFxj6AkNfYOgLDH2BoS8w9AWGvsDQFxj6AkNfYOgLDH2BoS8fS9Xt FHP6AkNfYOgLDH2BoS8w9AWGvsDQFxj6AkNfYOgLDH2BoS8w9OVjqbpdFpy+ wNAXGPoCQ19g6AsMfYGhLzD0BYa+wNAXGPoCQ19g6AsMfflYqm6HhNMXGPoC Q19g6AsMfYGhLzD0BYa+wNAXGPoCQ19g6AsMfYGhLx9L1e+VcfoCQ19g6AsM fYGhLzD0BYa+wNAXGPoCQ19g6AsMfYGhLzD05WOp+j2WnL7A0BcY+gJDX2Do Cwx9gaHvYV6/KjkMfYGhLzD0BYa+wNAXGPrysVRdrxWnLzD0BYa+wNAXGPoC Q19g6AsMfYGhLzD0BYa+wNAXGPoCQ18+lqrrseb0BYa+wNAXGPoCQ19g6AsM fYGhLzD0HcvrZw8OQ19g6AsMfYGhLx9L1c/ZcvoCT+DVa8vpCwx9gaEvMPQF hr7A0BcY+gJDX2DoCwx9gaEvMPTlY6m6nB2nL/AEXr/ZcfoCQ19g6AsMfYGh LzD0BYa+wNAXGPoCQ18xr10+HIa+fIz9kb1gf2Qv2B/ZC/ZH9oL9kb1gf2Qv 2B/ZC/ZH9oL9kb1gf2Qv2B/ZC/ZH9oL9kb1gf2TP6ctvL9YVXU5/4Or3+Qrk rTiM56vLKbjngfG8EAvfX411BHIdgZy1H/VVfw/sd3So4//UTfPlMOTV/67g 5MBor/B5vB/PC9+P5/lytv9Efahf+H7UF8CzC7rcv/P711Gjv6se62Sg/mvF YdQHjPqAUR//eReBXKaux5irHxj1A/P1MObq5z/vIpDje5px9QOjfmB+v5tx 9QNXwcdOgvpcBOUxvkXc+4D5/S8S9L9I0P9MXv1eMScHRnuA0R5gi6r56M7h v1Xz34PDD6r+x0vwPL6vRPB9JVx7gPnfV8K1BxjvF5Yf9+88kbpxGOWB0V5g tBf4UNX7vDmM9lbXy+woMN4PXP2cK4fRHmC0BxjtEcqr/8o5OTDaC4z2AsP+ AKM91fVYce0BxvuA8T5gvA8Y7wPG+4DxvurnbLj6gVE/MOoHRv3AqB8Y9VeX s+XqB0b9wKgfGPUDo35hfbDPqA8Y9QFjfgrjb7B3GD/CeBzkGN9CLLRvkEN/ IRbaP2G8TGhvhfEyob0Vxs8gx/oPjPbCPsIfgBzjDRjtRXnIhfYV8SK0Vxj/ EtpzYfxLaM+F8TDI0X5hfAxy+DPAaD/sM8aLUB+h/P+35+YCe24usOcs3iVc T4TxL+H6IoyHQc7318wE40sk8N/MBONNJPDnzDh9Icd8EeovlPPXJ5nGegGM /gCG/tV6s/ULGPoJ9QGGPqiPH/8TcfpAzo8Hijh98D7YA6F+Qjkw/HHUj/kp 1L/6u7H4mLA/IEd/AKM/gPH98TzGO+ToL8jRX8B8+8LiS5Dz5zdbn1E/+gNy 9Acw9BWut8B8+8T8Bb7ckYtPQT/IoY+w/cBoP57H9xbqAzn2K5BDP8ixvgj1 FcqB8f3RXnxvYX8I42eQoz+E8TRh/0CO+Q45+gv+B+RC/0UYXxP6V5CjP4Ch P+qD/sDQD/4K9AGGPkJ/C3KMb8ihD+QY30L9IMf4EPpfwnia0F8Txtcgh778 +Jyvhv5CuTB+iPbhewv7B/4W+odf3pGTo38gR/8I/TXI0T9COeJlfP/ISuAf WQn8I+Yv8uN3vhyGfkJ9gKEP/D/oAzn0gRzfG3LoAzm+N+SwB0L/mO9/emj4 y4inQV9g6MuP3/lqxAeF+gBDH/ij0Ady6AM59IEc+gBDH5THeBb644iXof38 eJyvRnxP2D5gtA/+MdoHOdoHjPbx4yvMf8f8Evrz/PiZL4f541Uh8NfsBfFk 9j5gfjyZxUeq7ZQeh+F/Ix5S1a6PdhzG8/jeQv8e+wH0V3X7dAT+C/PvUR7P C8+rq+th/jXk6F9gyIXnvUL/FXKMd74/zs5T+f6hucAfZOep/78/aC7wB805 f7C635g/BIz1AhjvB8b7gfnnt8z/g3+C8kJ/BRjjDRjtwfqN9gBjnAn9EWCM Z/gHmE/C9Vi4XgvXU2DMV2C0h3+eY89h2FNgvA8Y7xOeFwnjH3z77chh1Cc8 3xGuL8LnYR/xPDDKA+N7CcvDPqE8MMoL5bAXkAvj95i//PVLIThPUscDPvpw 8dFknl66gvwGxAMsufgqymP+S9X9BHmO2u7B/lSXQ/we+3t7DqN89V91/PKS I4dRvvqvGScHfliljzo+lSbhcFU/BKnXtyBPWlr1nI36rxeFVZkRO64/+OOE xauhP/Tlxyt0qufBVF/1X8RXsE7qq/sL/25UbZe0ES80pWpz5szhqmo/OvP1 VT1fXc6i+j1u7hxG/1Q/Z8HVL+wPyPE85Chf1bwgKde/wJBLqv7KuPog96+q x4OT4/mkqr8yrv+Bq8sp1c9Zqf9dyX0vtA9y1A8MedX81FbH67S9OIzyf/43 LebYqv96cxjlsf5VfdYYJ2684nvg+0GO8Vrdby7c96/uB1fueeiH5yHH86gf 4wH1Y7yjP1Ae9aE86kP5Kvs/x42T43nIsZ4Doz6MN9SH8Yb+FdaP8qhfOP8g x/OQo7+qx5GIez8w3l89bkTc+yDH+yDH9xW+H+XxfpTH+IMcz0POm98xiNdY cxj2DfMN9gpyzHfIoR/k0A9y6Ac59IMc4xPtQ32Yv3geGM9jPkNfyKEv5LB/ kON9kEN/zG/oCwx9Md9hf3j2Q2WvIIf9gD+B8Y/yGP9C+wJ/A/NXaK/gf8Be 4nnUD3uD+qv7zZIbj5DjecjRP5CjfyCvXjd8ODnaBzn6q3ocyrn+AUb/VOsp 5+wl5NAPcugDOfSBHPpADn0gx/qG9qE9sKd4PzDeD3uM90OO90OO8S1sD8qj PSiP98Feo35g1I/1GvVBjvogx3yAHPMBctQP+4/6gFEf/AHUBznqgxzPY/1A eWD0B/yHKr2NfavtSL6ClqvHTZWfFaTDtU+4PmD/Awx7DIz9Dd4ntJdCeyu0 J9XrArNfQnsltE/AeF5o76rtJLM3sC+Yz5j/mE+Qw17x7E+Mk4Y/IvQvsH9A fwjnP+Roj9DeYP6iPswPYOwnUB/kwJBDH1592Mf/M5+F85dnDy45atgD7Dfw PqE9gBzjUTj/ePliqvcJ5yMw6hPOd95+RTUeUB71ozwwyqN+zEfIhfNZmE/F m/9cHpAet98SYuF5IT8/wlqwf8D+w4yTw3/g5xOZcfYbcv5+iPkLmE/8/G8R Vz/k/PNVEVc/5IgnVv3hzlfsufmFeATkmE+Qw7/Deonxg/mEeAIvX0A13zBf sL+HHOsf5Ggf9tNoH+YD4hPCfE+UR/uB0X48Dzn225BjPKP9vPwBVfshx/uF +YO8+GiaL39/oSovzL/jxR9V5TFeUV6Yv8aLB6rKY32Q8fweXc4eYH8Ae8Df H8NvMhDkNxly5YGry7H7Lphv2G9gfgGjfswP1I/5gfGK/QPqx/xC/ZCjft7+ hcvfMxPkh7H5lqzeH/DGvwrjfVjP8D7I8T5gzD+sb6gfGPUDo/+FWDj/MD95 +3Nufttz6x/ve/yDhfMR8xX2F3Loi/UX+qI+6AuM+QCM9UyIUT8/f0LCre88 /1k1jnn2opOCk8N+YH3GfIZ9wP4K9gHzEesr7Acw+g/rI/pLiGEPsN4Aw79C efQHMPQXYjyP8lhv0V5grN9CDPsC+wj7A38fcsTXePlOKn8bcugD+wN7xjuf 0fbi5Hgf5Hgff7315dZj1A97hedhz/A8f/315dZbPA/7hXg37CO+N/xh9Cff n/blx1dUz/PON9zcOf8Yz/P850qWT4zvBzm+FzDsC+wbP79GjxtvwJjf//95 iJEgX8WQG//AmM/AvPlZw1CQn2IosFfMnsN+VdsFFo9BeWDUJ5TDfsPfhhzn KcL4Dt/e23P2D/MNmB/PYvk2wvgN7Dvqh5x//9CMH/9Qlcf8hZx/P9GMHw/h 1g97zv5W/7s935/SZvkzGL+w39iv8PJbEL+6JOLnU/wTb0J5XvxBJeflV1xi ct75jBuzz7z8qX/sM9oLe4z1AesV7DfGMzAv/vKYPQ/7DPvNw5fYegR/GRjr Ecqj/1A/+g8Y/YPn0X/AkKM8+gP1oz+A8X2x3vD8yzQJ//sjX2WOGyfn+Zdp EkF8UsKP76kw2oP1iBdf+ycfBvVBjvK8/GAVhj0FxvfhxbtU3w+YFw/KYuuh 0L8WxtN4+TIxLD8G45+fX8P2x+gPYPSHcP3mxbeSNddT3n2yGJbPUm13NffD vPybNBdODnsijL+hPOwF5Lx4pErOa78byy8Ghr+B53nr5z/xPF6+jDbLd8H3 RH1Yv4XxOqzv6H9efksMy2dB/wj365BDH8iBhfkpkKO9WO/RXmE8Dv4C/Ele vkkQy6dGf8Of4OU7qDDeh/0U3ieMv/HyP4JcOTnqh7+B+oFRH/wLPA//Ac/D H8HzwFhPsf+B/wH/AfYP6z3Wb2Csv1iv+euHkSA/gJ23YP3m5xea8s8nsF+R uvHX+yCWb8DLZ9AWrlcsH0F4ngHMy2/QFvHbc4nVh/WGl9+rWo/gT6E8Lz/w n/MSYf4B7D3qhz1H/cDYj8Gewv4B8+4npLH9B+wp1ntgfC/YM4w/fryNxfN5 +WRzWL4AMJ7nz28WP8fzPP/9MYu3w54J423CfAHh87z4dycWP0N/8uJlUhYP Q3nMH5Tn+d9SFq+G/cH5PeyP8HxTGD/AeSZw9XfQEeQjsfNOlOf7iyw/gM+P Yc356/z79PqcXMh3IZQjPoDxg/IYX7zzdS7eZsSPB/yTT8+PXzD+Bn594EOw 557n+yemgnxfU04uvL+E+cqXs3x3PI/4BuYv2geM9vH9SQeNeAXk1e9V84v8 EPH5NLRZvjm/fez8E/VVt5PFN2APYG8hr36POv440oK/P4oR8/P1/4lv4HnY oyy1Pwl7hPcB896XxewN+qv6vWp+gyD1eMtn8Q+hfUL5Cep1BuWhH+TYD8De ob3AaB/Ko79gz+C/Cv01Hl/AHnV+Z2sZP/4bxOK3KA//RshfAH8H+gnPJ/l8 ACzfCu0VxluE+cW8+A23z2f5v8Coj3f+UaMVZy+xfvPtKcu3xfPwdzBfgDG+ gNFf8E/QfthTYF5+VhrLd0X9wviIMF8XcvQH776W6vvAHgPz8rvSfDX8H2F+ Kp7HeAGGfsB8/gAFNx4QLwEW3u9GefhbOK/k79/t+fm5H+34/fvRjp+fi/NP 7n6YSIDNufw0zG+0Hxjt5dkX7r6sRGAvJfz9R5qEy9/CfgfxOWCc32P+8dZb jEcp46uAPebHk2SCeL5Mfa6ry+0f+P3F8m2RL1Z9LqwQxIdYvEgYr6/+Hmac v887v9J21Ohv3vqB/CWVvUV/AaO/gaEf+hfnX/z+l3P2Tvpvv6WxeDPKYxyh fLJ63Am/H+TwN4T3YYB58YkghvE9efd9g9h+V/j9IYe/wj/fsuYw9OH7lzac PcX7gXn7pX/iwcLxBfuG52G/sB4A8/JP/okHCzHsE8Zj9fdkfGvwB9F+/ni2 4fw1/n1zFi/l83+x+5n88wQD7vtWlzPkMP95lv+J+uFf8fNHjbn1BBjjHfFO XjyT4xdzFJxvSbn5wXufNrvPJ/TPMN+q/Qd79fxm9xcx/zB+gWGfhPl0mI/4 nphvwJAj3iScj/B3YI9gHzE/gSGHPcX8xPP8/FQ2H4FhL4BhT3jz0435a5iv 8Hf464mEf18pTcLPR1HNf4x/PI/6gdE/wBjvwLz15J/5zOdDshbE1xiGnH// zEaQz67QyO/g18/OtzC/UT/0EfJBwV4g/iOMRwHDfgjP13n35d3c+efhbuy+ E+yhMJ4EOd4nvO+E8ohHwT9Ce7F/5Z23/XPfCP4R6ufxBynU8Z7W7D49/CG0 D/tdXr7uP/d/4P+gvir5HnYfCP4O3o/4Ee887Z/7Obz1OYvlb8GeCtd73n0X 1Xpe8b96T7D1Hf4V5g+ehz8jzB/m3bcJYvdhgGHfePldGvtZEbd/5593u2jE k+CPoT7MZ/Qv3/+y0ojXYP7hfcL7HMJ4C8Yv3ofxAIzvD4zvASy8/wA59MM8 5MWX0xScPw3Mz49SCO7/6AruX+sKztP0uPJYL/n9py/g+zAQ3N81EJx3GXLl efeduO9jxH0PrH/wv4Gxn8F6h/WqqnoSCe5zibj9LMYD6sd44p+fmPLXI9V6 yOc/MuP2N1jveOepMSz+UFVdT8YHifUE8YKq8icF98eRP4A4sILxnWC8Yj7z /UsXjfGJ+vA9YK+x366Sr5Vx9o93f+mjD7/8eCVnfzE+YC+BYf9491WRn7qQ 2T+Uhz1DeV7+6UJm36r7vRVnz6qam6/eT45k+UmYH5DDPvHjOfqC+A3DGH/w b4T5pLzzmDluGvkakKM85jsw5jsw2gv/D98T/jrqw/5ZeP7DOw9R2QGsF8B8 /jtHzv4DC/nfsP7AfgvtOewRz95VMn5B/n1eBdc+zA++v87yoTE/0D74Y8L4 LtqD8c2/z8nsIf+8Xof7Pvje8Hfwvfl8HkaC824jwf7NlHsPMO98QYWr/WYW f6y2A05cfJB3Hs7lC7H7B4jfYf4X8Ma1er/f0J2Ll1XV+0qd3/fKmsNV/dvT lhv/vPuslxw1MOwx7AnsDfob4xP9i/UNWMjfB/sP/5zf/zIOozyfL8aS63+U B+bz5Zlx5dH//P28Kfd90X4ef5SbnB8/cWP8TRi/iKdgfGN+Qo76hOUx3lEe 453HB6XN9q/Vdl+fHx+5xPZvvPWM21+y+3Lwbzqp133s39A/wu+H8Yb9AOw9 xgv8XWBe+4M8OTmPz+mf+w6wJ8BC/7Wq/Fp2PxHl0f/C+wyw/8DC+Q857Bnv PFWhzhdryPgX4d9k/9sPMXr8+FMMOy/C9wAW8tFU16sjuC+mI9iP6nP+JX8+ MHsBeyi0F1jfZervAHsADHvB42vOZ/kjsBfV391VI99dyC8A/YCr2yXm/A/4 O5g/1XqxeCTaC38C441vD9h4RHmMRyH/L9YHzCd8X7RPmM8HfxYY9o6/n9cX 8N8YcBj2EP4h7A/GJ+wVMO8+PpdvY8r5M7DPwLDP+H5VzZsqUc9b9n158Yt/ vjf2J94P0x1/12D8/1gvh63u7+3UW5/z3+IOVFyJSdSntquPJnZczfgGUH7s sTVRZdZGFNLZe16zcey+DcbP2fyJpWO8jchlt8HKB1/cBfEnB/JYfTXY9rIJ 3V8V6Dfupya/lWOBcbpiH+Or7zWHKk8NM6UZT8PmbDVi/O1Zf64eSxvAzv8i Jz0tSz3FzuNQ34OQkVt1Bojp7OSNkkfejA+ApstTPELZeZncL3FKn7rMf57U aubxWpXsfOv9kbD9Pr7OGuddlb1DhtTKsKDeHY7O2lOX8Qchfr91QMWKU1fZ +eDZFynfW3WUks7nQfdjr7N8JbR3s7iJxe81Utpo26Ry2Q52nmXssHJSyV12 nlXrz6/AxpGM71r8MNYmprmDxnlU6iHxpvzlbH5sLX/wrtYZll/1vuOpdYVG cgo5mvpgWRvG14zxoGdqFLF6EONXOXjMrkHxCCu6b/m15J0Fi3/Ank743fnm DS3GXxJ+ea5MUt+Gws/H7rM/4qvhT17btjavaTg7z9kc3vpmeYQtjTx0cX6h 2Fr915BsKtyvvcy3p2OiuUMbmKj2h1qhQ4e9tVX/NSb/rQOSAu6o/MWxFYdy vxhTnwFnOu5v7kSl7Xc9Ku1gTlHe4x5ZTHWmxLVi/zClOdWXvd/8xd2adLNb jTAtEtFNy5XXGkg8aGTnp0MV4yyoODT+3YMbXnTB/Me5pb4WNH9fYq9eBY7k ZRba6FS26vvfKHSx2OxJlTtTN//pJyOPeVlbM/r60JeSpIF6zjIyOnaqYEwr JX2f5JAj2m1JvZfePHauh5KKDhp2f7fGmpoEze/h7OVBb1t8tSvebk0l79qH dI32pMubD7Sp896G3i1eaDdI1V9Ooswpn57a0PeKojjHt15082Cv4W/62NHb lxnp2r1k6r+6dMPB5v5YNxkV++5/VnObLhm/DdO5PNKX6gbLm89RKChMfKFz /dqM79UuLyL0yy/Gd3vt2uNje38qqFlxkln9Kbr09UPHgJxejrQvIPvPwc26 5NF4c6+JR6T0aUZUo6cr9WnFx9Pnhpur+jt7Q97VIgP6snRiXSuJC/UoT5lu +0efOs4Mbxjd04UsZ1RsjXQzoBf2d7a8O2xF5f+lelzNNiLF2t+zxc1dKGbO fxaJB4xoeFLsn7f9XGhnzt5JDesbk00rk57ud6XU7b/MqTGjTamHe+S017Vk lDDn94ibYWaUb+rToUeiFZ2s16Tr7WOmtKW8T4UyxpYyVl3vMijNlN4ufBFl Nc2Feilv2PzcakqPHBv/lCfJ6MkMs65/g0SUd87tx7OnVuT3eqr1QwsRXbia URY6z5bWp9rOv9JKRN9WRB97/0VBfebuzt0dIqKM5k5rhnxTULx9nyX1J4so Kciu28GRjuq/IhoR57mhdIgj9Xmz2WBGlIjEg/xHduloT+knsuf7Z4upjlP/ 5sbtHenZm3Pvb+0XU9HdUusX3R1pT7feoe1+iUnrad25Ax85qf+K6eM8Xafi h040p/9mn68FYspo0aBVbqILbYox0XqYIqbxF79v7bHXncZ+muY+6riYfNov 6/+gwIO+7x/bzC9HTPUtU5Shvzxoj3/7uXULxfR3VL2QJ3FetOx4Wzv/02I6 fnZmB6+3corqvS8ndYaEKj1qDBl1zoY+lGWZLDGUULb/oMDEvzb0uNOeJfJB Eurr6Ko8OktBIY33lvklSKjPmFbJZusdyXDS9MfHVOUfr5n6+VCxE40v29P/ iZdqfd75tee9de506MzbESmtJFS7i/u3z/6OtHxizALdJClV9mmyx3qEI3Xy 0V8XekpKDgaNK7ZquVHv4A2ij+tV/smohc0667nR0gY9t1uck9LOVafGvxju Tq8W/ydt91pKt9+MGmXR1pNSvgU2yJ0sJUnBrfu5MV4kzuoZ8WCryn6ub/uk UMuH5u7q7h8Sp/LTXL+5dPhqQ+Pa5N3O8bWkkoO3Vjg0saceOUdn/za1pCT3 RoMyA1XtaxF/cU0bS+rzqeyUX6QrDZ3zstQy1JJ0ot9d17N0o6jtQ840kViS kY3WPbN97hS4f1fKsXqWNLnW7XTFOQ86vqKs5ESxjEp6FFx7+NiD+lHHWTkd LWnDjPPBWpvdKd1gyJu4WDntmvbmQGA9T5pya2fEzwQ5dZLre5KjFy3P9Z6X 31tO66rGoRcNDbkzy/WUnETrX9VZtsybsgwX3rN8IqePGedtZ1n50pxrzY5v jJBT8ptftce5+5Io7sWBmmly0p1qFns/3pX6jFr9rra9NW2YMj595W0P9V8r CrnRxMUgwIsSDTb1Cy6wIsdad2sWtfai9EOrH95SWFN6eee4A4e96fPiiTfa P7Ii/S/Bg+/netPaqBkDVqnscr+RfmcTZ/uSx8la11MuW9HaCVG19DNcaYck w29WlA0dp37tGqmeL1xYPLqXvw0lvV2Z2WibN5V7H3xpmKZaHxYs+zFvj8q/ PFPT/vwrW2pYx3HxXS93WmM1w/x3rC2N1vb1Wv/cncLTHDcbLlbt7+tda2YY 5k7JL2KjS0UKatQy+7D/bnfKGCitaemgsm9ua8wC/3hQxcCX+yb7KUjXMFmc UduTZmhlT4zqoCA7iwH6R4y9qHCp63V5mR011x4+qNMTqQbf6xOfn3X0j+tS mXt2/s0MzfM/K+tMk8ip7P5EgwDPDXqRuuTi8SQje50LpS7tkLnsvA7tn3/Z 5HOEK/Ue6Re9uEyXmoivtbRfyM4H8fyVzCantH4akPiQX3OdlZrngSHKprK0 SEPac+l8nceVSrp4uI7x8mQDmnqn8kvdn66k3JRMvluM6M+U3L3Ls9l54fFP onM3/e0E54WONCz99n+OLUy4eM0+g951S+zZ7wd5fbBzHBBhTL86HpJ9b8Pu S1hespg2qNyVFkutPv6ZakrlR2u/LhrvTqm725zvP96YDs/6Jese4UZSRV+/ uBBTev8rpSDcg/GjQp+1GfXatXtkzrXnh36zjjX7sPyrMzqyg3f6m9GaBUYT nU6w+xU9rrrFv1/lQibNYopKzFl+1tvrJwJ9/c1ImZvY+Y8fu19hYqp8vmKs K9lNKQn9k8PuN5i+Mgue2tmM+nyPTLiYw+5XFHYx7fA8zI3aVEx+FioX0aDV l5atvqykC/suLt93QUT9Pz4IGnPCg7rIunVUzDUjl+3tvQdfcKcr/Y+e3eLB 8tm6GJlv8Huhat/kzWRM7D6GdaJi1xMtdh/j2hLxuzWT2X2Mer7BZ06OdCXT xk7B8Yp/7pf5nY1W7FLt519Jk3O2s/sYrWTf3Dwi3ejko8aXLiSKqdWKQeFT 7ijp5NityxbZWlD7TvGTFn1i9zFW/DnbM8SHnbcui755VGLGzlcPvhzUal8i Ox9t88mxt/s1xmfatW3F+FpOjL8U36+r+d2JDxIsyOiTUXLReXY+eihs6bzg muz+xCij3t5/k9j9CejXZmyD5qRnQaKxxa0N9rH7Etc3DW0/ZLwbaek1Telf Q0J7Bn+/5nfRgwrP9zr7JEa13/H+XeavslsXuz890mk84xcds3TOzHcTJJQS dmhaQBfGN7qlve7ISeH2ZOy529tijpQch246ujnZib4VfwndXsnyKXZsCH6m PVxCyoiXdX8MYuexGRtyQ9+sZfcpYvtE9qx/me1HJxmPb2WZr8kneiQo/vrL DxJqXlirTkGSNyn3iTtkJUtIv/DYvX7O7Pz28qovH65e1Dy/PfzN3bazXErl Ca0+z7DT5Bdt2aDTywjVemh0SRZ7MIjxjfYL9ksxGMnuR1SPC2f1OJGpx42T ehxZ0s/TG3xar3WhF9+ub5iWL6NDl2VnHw1g9yP2xy6wzlrGzmuxX9753Gap fLKMnq3QO/mmO7sPcbVqXjiSc9U8Yfn/5gZeOvbdLCm1aNfZmhPY/Ygto93C Ryudyb27+7juHnIyOVh4xHylE+XVThClPGD5xaXi37O3ySyp08qJ0Rv+svsS hYWXzceucKH8Rc1TavnL6eHTmpdmv2F8n71vj2wd9ZOdJ+P7bC56Hpxrxu4z 1u+24nOuvyU9i3/TZ6ThP/ymYzc1vKPP7kf4v981KekXO3+eOWt4zP4TjO/z SNa0xVNasPsQ1XbDXm1HrGi88ePx/v0170fsnN3Lr1eqnJwjnuqOSmD3IzrN r/do3xInGlt8p+BYF2va7XJpms4YV3r5eY5R8+dyeuD2JH5rHRfK+Ti24dz2 7D53YvnXpv6Nraj48gxq/EvzPsXpXVFDnmpb0Zj9OTdKAtj59zmT8xnFW9n5 N+ZX75NDa2zsbk23as1bFfKG8ZfuaJQ42d2f3beo3b7C0CjZkfZbP1vXq5MN XfKLPFQrl92/GDGzaOl1Yvcv/rOt0fR3fRd6uTdr6ItMxtf5depOpTLVmhtv N+30jo0us6Z30SPKlXJ2HyPHalPXgjx2no799rpVF+p2LrShtKJ6e+IOMf7R OtmdHzU6zu5rBLp5lktrOJPRtuhJWVmMX9P797AQfZW/siU+fL1+gSbfZrei 6R8VfrYU3ujlw+bx3hr8mkfTa6454WlHk1beMnxvzfg2u8xSvmy2xIXuXBvU xrOOght/HztknjGuYUezwg1/hHprnsdPeJ8Rcf6sHV29YNGv4whXcq7yOxg/ ZvzWFhc33lGQW2OvVWt/SUn7zPaInqP1qOhXoatzrC9NMbO70Pcq+/0bn+er Ruxrwe5/xHttndxtEzuPL8kpCD/ZV4cskp5mdNHW5KsfmLDotf1Q9nxSs7zS F4sMaVGY/Wude4zPUjb9+LLZI1z557mq560faR3S9zTi4qPmBd7bTe8ZUNSW 3YsHTmTn+yg/zOJsolltUxpg9KvnjM6Mr71z1+JnNeozvkvUN3RLTL7nVcZ/ mXQ7LeFCnjGltA+Rhx9nvy8Ifeftr9t/6Ctz6pvumPlmr+b9lIi1s761nmFO 9xPDfa/UZPyYXL5k7rOtu7PMadXf44e6JDK+TJefUXrnBrL8ArQnx7lvYuo3 xp/p1Xzn4Wgb9r7tTxWTlvwS0YZRC+Obmrpp3F+JWjx/RKCC8WNGO39uM2yJ iNqevt5avknzvsqCSaWZ72dZ0N2r+t0qLRhfJupLbZPZd+YKlt/QofHFO4ce SMh12OKPOh8UgvirPbVNm+Zk0lJKxl131mo9gfFhjq0ct/dpmiYf5qjjPXYs GCuj0rT48etcXQT5RC40Y7FWD535Mq78vEmz1u3Nt6SlhVFl8caMzxLl+4nz F0fUk9PPlzb6ymOM37JxO5uauZcVnP1Ce5+X2chOhTG+yi2v73i61GN8l+Ml zTN3SFn+9IS02/u7rJXT3cj83halmvdZOji3rTesnRVd6fUmTN7UUeM8VblK 4WUiZuel1zNP6L1MZfddrn9anztxNuPD3P6tT3T8W2s6Orp9ZPZoJ34+tOr5 Ty2G231Zwfgv32n/lk1+aUM9P/j3MClRavBluk/fXHeply2dshxwo26lM/8+ mOr5nkeOJIbetCODoo+L97/WzCc5Ojzz3IO97Lyk1nvFwtt9FfR4grjfwY8s X2Tn0a63Ei7acvbk/r2G44bUtyNb6x/LN//UpTA7wx7Hh1vTqtuvM9usN6C3 s1Mzp0bYU9wg0xMjOxhS86JYM6fadjTsh3P3nQeN6fqO7IGXch2JRvyVSX8b 09mqfYG9+q8Z+R7df+V8S3vaWH602ecB5vTn4MXGzXLcaZza/6uZ16eZ3VN3 EiX66JoeYucNzopzdcOnqOztPZlopivjs8R5YPq2KaViXV2a0uvQCa0UxmfZ eMmu3VP7+qr/KsignuvXDQ42XPzcwmaqy6i6Kjusjo+/7VQ2aG2CAzmp49mz o+L/dvzPmSYVbpvYKcOEbkw7/NBmkzPFDZBHfOthTvpzH1ytma7qL0X4zXHx FrS7eOC4y03dSXFNO/zDEAt6VnDTPbPEniRZw6Z2vWVBd+Rrs7KUDtT0ybM5 UoWEbOQHP/646EAP/J/8GJovoaS4b5EN23iQ5M2btiPXWNDlhRtLr39zo3cv vU9veCOhP213fr4tdqSnkWfeFXaWknLqMC2nxk7U0uSsb7CBlB5/NTD4GO1A jwwM8taOklHYOMuF8409SJZj0XCTQkrLkvRfWcV70KNOGxcesJeR3rgDadJR qvXaQhTzOF9KvfS2LVd+caSbzh+Xtdwso8gTyw0rd3tSfv4yh+XTZOQQH2B5 d6iSvHuN86/Xz4rmxE6rmT1dSeeb7vF/vMuadqX7ZHcrcaO4wTuT6w5W+QsW 8jUmPzzItpbFz/q9rCh3UPqEw7buXHxZ0bfjNjc/dwq+XuPjx1o2FF4Vh/ZS /7WhqCbHJ47+60kX54c8sLG0oQ81RxouWeVBW9Tx5vl0MKP9BQ862SNiU9fB tnS9Ki7trf5rS7fGRN7f1M2brFclWg3db0uLdcovBVZ40vj3ddz21lbQ0rv1 bs+b4ESKN3pbE/31KPzK2TGfM5y4eMG+TXqmz8KcaePx/HNtbPSpSWBIiizY id4Mdbl1yNeQDhj9p52fq7KP6v3+8LLYxMO3XWizejz6ztU/MsFXSZ8f/Pfr j7c+XdpysukjW1d6tFIZKB+qWk8zqHeJqv4nJgObLq1rRAnd7z/aOtaJNl+3 q2lZx4R6m0SFvljjxO3/H+6upejopFrPShIv5ziYkLTFyvLJR9woaUW7V1d/ GpJRv8NLg3KVtK1B7WOVvxlfJuLrAzfdbfO2m2p9nnq63+sbZmQYvr9ebo6S Bvu9nn/gvhmtfyYZ09vIgxrdLphaXGJCfz0M+64TqdZr0dd1A16akeONO6de vHShJnFt16/uIaK5vQxDgnRU++1WWi/dmovIu3fsZvFHV5qhjhf0qdpXK6mv en/drnx2tyna7nS0ztz9iz6KqHL+HrnfIE965HTy4MQWInrbvbZxx2GeNMD2 SLxEX0Qbf3lNb6oan155ziMyGogpTLL8WB5Z0sTsjn7vIsQ0PPXl/T/BlpQY O/TC4Q1ikltmNr05wZo+fMj4mdJRTLO6edTb1FBOpx+8rHBQrZ8BrZZE1y6z peyUdBPlJNX+O+dW51GN7KidbNblWSliqhfYQsdGbkMPmo66JR5oQf1feFqc fKga159NWjz/ICadZRcG21krqVnu5fMmY8Q0MXT0SrGZG3VR76ePm+yJlfzw pB+B9i4BRSLqFeV2YrmeknbFXqJxxRa0ecOIrE5OShrQuPX47Maq/W34/FV/ 0pXk7l/cPve8av7/2Td1f5wn/bVcbRx52oJeiH7O9m7uTQuPHP+0Md2Cjuk1 LYls4EWZZzNmj86U0KvEhh12ffYkrXtrx5TOk1Ddxrlvj6So5pl6/znNqGfE 8hJb6qu/6eHAHlLyeP1hyg4zO/phPXKVVrSUvI83q7XwmTVN7tCmxbABMnpc Z4P2+q+qdePB6FeJvjLqO2Vhg22lDoLzaUeaqTspRt9eSoOXzRpTa4Aznc/R O+rnKSW/kgl9K7cwvsu/M7YmWBzypk5qfySnedKOGoMZ32V1vzir+0lGw4LX dcq67kwZ304md/wmpaUpq8OevnCig+r96rtwjy237zlTiZ/S8+UqSyrvV/Y9 7IMXyb6ssX+6TUa9m738ZN7Sm/pW/bWkR8892syu40V+oQNeXl5sSS8k+gOv /fakvEfzlfNDLelU1bjwIS+5Se2bKv/lfdW48abmLfvVD822pLnnt/3MaWlH 9ffeunrYSE7HGy9q9lJlv8+2vbauX5klVX5P2xfpryDJ9dZdln6Sk/uwX5fC Wyto150O0wreytXj3FE97uW0s2rf6kw71PvX6N2vU9Peq/bPp0pNLpXI6UzV vs6FTqn3dwETssSbn/lQYsfsXN0llhTo0lSn5g0fmhq1ySNANe5rXHi9Y8Qz R3pYEufUa4kVnaIcRb8rDjR9VVJ7rXhrKlrW7ZefvzPdKEjMs1xhRTcdbVuZ mbjStxl5w0dnymnrUJvj+vtd6MNZszuNV1vRq4yAiWl+zrRr1l9xjMoeP/oU ViehgxMdVj5dnFpbtT/q9Sc/+7oL+cXnrpGo/J2IfVayQSvcaO/qMZUf/qj2 ty9jU8xGuXH7vWX9TuxqvlJJy77kT/f4Y0Oug1t/kd1xoRbKon7jAm3pxOy3 HZJOq9bTlj61aw63o5K9qaGPNrhR4yo7a0uBVfs0N26/1mVocaFIVd/eKrts RxNsftlFJ7lRaOLkTM8CO1rh6r2qWT83lX2v3m+tbxAVGWDnSvZq/6GPuHDu KhNfOlexuiTitoJe5Ix8dsfMl8r+NKh4cV1BffO8K/LPy2hmvesikwE61H6J W5u+p2VUr86n+j7DdSjEO6bO13dO1IzG5+enGFJ6y5zMl801+S2tn9z/VnnH kPKistLiVftTfduCji07mnBy77hz/a+PNqH8yrtphw66UrMJDuPrTDanJjX9 TJvXdaXrh+XH00NF9HBKXltpSzc6UuL9NnmZOTXvsybSN0JJ6QZt2jmGiejT ohnDblx1pQuFwX03NBVTuGlsg2mvGB8/8i/Ka11f9SlQTH/e1RiaecGaSka5 tapzW7Ufqd3eZ0UNVxofljLz4SMxZbkP/p4ocqPHH96vS7ES03STeeYVMUoy aHBhktVFMRX6z+tke8qVMgvOd/z1nwU1CpqWPOKKq0a+h+nb5K1bX1qQz+fR uZ3iPOh1f5uxlVqMv3veu8Vz3t6SUOKlGfvPXfSkCLe4bl7uElpzOWfBjnqe NELpP7PvLwkdXak/36OrE5XfP+OsXCKlzwVl38ZlONK5ZS9P13BhfJenrt5u OUXl7zy716HZoAIn2t+1duzFcTKycXm7v8YTxuf/dabBgJzeqvVtwZt0/11S ejQ5b02QrxNl700ou6hlSeNHebc5ut6RJCea9Bizy5LG1vLek3rGkb9/Ub2v gatLfnyhJcW9jH5ee44zvS7zWHzf3ZI6XtzSKPKZE0la6owIvW9JwWumTvtS yPj984ITNmx9rFoftAINLlfKqEXdSO9du+zI7r3YcPUCOVVMz5O63HIg7dB3 lYuGyanluAa2dcmJ+odntr03VU4X88jn4yJH2mo61emTrWr/Uj+22Gsb49dE +yZcmDPj7yQr+rRzVOLpJc7U/83xYzdWykm2qG3e4w9OJG5QmJDlbkXyyGWn Xf+y3wvA+Kxj8uVN31gr+vI3t7Dktws5BjxoMyBFTnY1bII6d3GhHx1DL/3p YEUZA270MAhk/JzI1yru9cR5vcoeJa/sm/dbqdK/4lpCyicr2mf0xTBKtb+c ZL+50bWPViTaMqHlkmInqrld0uJohjUdPKAnqvzJfn8A7XHud8rryldreu82 bcsEI1fSvhQ/OKnIiqLWGB4uHe1Cc0e9DtBabU1zB/eatG2p4PcKVO1Rlvj0 S1ON+15OOdOap6vs73X/+JIBNrR/t/XOleNcSN6ovZO4pi09+K9N+Nx1gt8v UD2/KmKu71cbW24/+mT5uJlJkez3VVvNKd+tv4Ph4v/qu8wpMqAOs7TE5pvY 758umN1jxvuVVuSrPq8xOHR8k9ZCK9qYa6I3vKcJZVrfj9dazH7P9FCD0G9r VHbbQn3+8eWsX8H5XVYUrTcxSUfLnIq/vbp+YxL7vVPX4FepN8ba0jv1+crf wvYbO6mwVUjXBZWW5hTQXjEpbTX7PVN55qSMhntlNFcdfzj2o9k471cyGjDp do3AYhENfVhRPvUn+73TzOSO2zuJrcn7cdrxOTkiqmc5+f7ABPb7pylblr8O +qrg8IT9txbP2WhL49XnIfm6IVmmB21pwc3Y5C5PRHQ6/FjY4n7s91B/BiVt Twxgv4dqWD7gQNoUe2qrPm84WXngzbrl9tT+Us6+mR0taM+hjqVFZ9jvof42 rl9q/53xix7NPtx92i93Sng04ZeRrQW9qTs/xnEv+33TBqm95i++6Uj5pkb9 rNdLKNdvejoFM37Rs44fO1yb4Ukt42JWFqv8kXzR+y6ui9jvlc59WRnYdb0X 6arj+Ys7/p1bL0flj8ieuI6WyKjRxS/6W3TZ75X26JytZeTDfq80ftqzbt39 7ElLHb/uuuFg5a6N9rRkQ83slATGR/r1wTfpxwWW9KrlXOtrMsZHWj9tQv/I w+z3TM0ubg7wvMP4Scuvby95ddSdxOr4fZ/4hZ4VeSr7a/9q85G9ljRobc3X EevZ752GV8VN3NV/5XTIPqtxfj3GV1rxocOKnl7s90/jlKfEjep7cvFvtNfB rt7d3ABrdTyN/T7p++df+o5c6Uv9jmWcbd3Fmr5nvbLvlepL9TsZ39odwuLf T3VDrtjFqfyFWyH2jrns90fPGs1puT3Hl1qu+3Sh2WF2H6HG+rVPTd/bUtsH DdfP289+T/TVDId7F7b4Ur0zp343V9qR3gBad22zL63TWWu0ydOOSls2HPr1 uh3tnvtKd9hOXfI/UOq4PtJB/VeX+n6p2aL1FnafOVtn5jjXZClln/epuV1q SAPuXvszYYWU3v/SW7b8iQFlpQXHOtRl+TWI1/w9d7HtWWsDivFrU7T3uTM9 tH7fvN9ufZodcfGG+Qp2Pzqpjs+SgjQprWzfd9W4j8YUuq9W8tZNUjrQVv5Y ec6YAiUbHgy7YkV26vgr6m9zx2VM+jcjsvDsWOr/ypm6H8jZsSLGiOpurShT KmTqv+Z0I9qddFV2fbg6vho/tu/+0SttVfv06vgs6tu0/VufxDBT2jPRoZ1X pso/Vef/Hew1MqFubRcqfBfk/J+ZKU3Z5NSu/g0rOqGOhyavWNUifrzKT1TH U71rT6tzsK0jZajjoaE/TrhGtbCnaHX8c+e0qedrq+SzbhkP6aDyT0w+zL7n /IjxjRqm+LZpfs6J4tTxT7SvibzxY+2ZYnrTrpVk1Slnarz4pv+zXmK6bOpW 17Shyr9Mdb+XOlJMRWXdLe5WuNC6UbYP2z4Q0wNHyxo2+zwoPPhvx9DJYnLe MOLEX2L3t2dlN19/4aGCjqnP/wL3LmzyNtyRVqvjq/sCp37VX+ZOoep4aLuq OKontVfHU4MP3B35KdeB1qnz99p3DNgXX8+RJsmS6hXdkZFxg31PbGq70sg1 dyzz5Jb0NvT08RIvN5qpjp+ax1gmOmV5UK6bf/cF2TK6WmdTUZsyD4pVx1PP VcSXd1HN3/7q+Kne96vSCEsvmu4QNf6ghZyyD7uWeXfyonB1PPS8w+ghUau9 uXipz+Xe8i5KLy5+adDm1dApx73phjq+OTuzZp1RY3wpuuqvFfX/tG959zXe XLwy+8+LnKQ9vnTwyZ1DnRra0NXtf90y9/pS+pBx2qNM2e8Na/lEhdBiW/rg V2rWwtWdolec7nZ5ni11DtoQdfM3yw/Z9v30paIsX9q0LnjObtW46a1rOPfi YV9qGFvq7pbE+DeDaZ71ZFsFeY++a/vM0J0a2nY3PdhIQU/SF4x28vNQ/2W/ F6yddamtuwpLP2VG3unM8kvqTp11M261J9mcaPL9ho2CNibFLFcek9K35It/ PyXqk93yK6eH1rXn8kP2SbYY9Atl+SKKVx/S/ROktPbEVh1JWyOadrnmw/0q v/T2BYuJz1cakdil61irzox/s6z8xiSbc45cvkjzXK0Xn644Up37M4eP/W3A xWfy1PmR4SEDLo99xPg68317utc65ULvM9IkogsGXDx3hDq/cufOniumvmF8 nWdqtmpdPlTw+78q/6XvwW57d242IL1kty0Drknp3fhLg9OdTal+qt797PMu 5DWsbI1FCuPrFKnzM8fMLr+/+gfj7zx/q+bpYRMYfyfqH5V+r5ndGGPaWeVX KWnn8Ikloi7GVJ4yb5Pzdk0+z0vR12a/vmlELav8OBd6MP5T+yeuZnT0dMyy Ya3Y77dw938GR5aMfGyq2gc2fR0bpCTDrXnvRknN6MSHw979tmvydS7O8P3x aaMpjQvb0bbuZTdKrjfy7U0LM6q3vbNivRb7PRfcH6qIa9ZQ7z9T+jp/lrtx U3u6eSNkz3xTMXWQFGyP/c34lavsUpAr6T34ovd7J+Mn+yBZPVlyXkTvl5fd +X3CjdKX9cizXiiiRLtEB71STX7OVhZLOtUmEcW02zw+RN+D3qfo1piykfFz tlTnt7qXRg/Y46rJ12kjWfhoxzjV+9ecPd5+uDs9oq+Zq3ozvs426njWkble Rv3mMv7OCS2PvzsxjfF3Iv99Y/RX/98qeznfp/h0Tkc7ql+6942yBru/OEyd X7tgZkmXK2MZn+erCbUrvi61ofuPLK6sLrCg58O8Vh/Ns6Nafarzq6dskE0e 1VhB72bMCdNrLKGZn64uaKiyp3EtXGb+WGZBA5Y1H9JtAOPzpBX77p697ERr LPLqft3C+Dw/G6VGyKWMr82hcWg3J1NV+xLajko77UZ+gZMbuJeK6dXzhHav v2ryeXZq7lSn/noxNZU0aLy8nzt5hpv4Vl5lfJ5a6ni8pfKptfE4xu9p1OhG 16V9Hehb1b5RQo2+Otl8WMf4PduHvZ114YAb1bbyuXY5gt3H8FDnG+fMa6Jr dUuT39PH/vXrcSYSmtEnxXlbBuP3xPeI2DBKV9ZWQlHdI3fvlrjTeXX++Y+Q 3bMmObiTbWFRxr3hUiqy//yyyWPG91kS3N0ywc+LinubHbaVM77Pr+p43yrZ paYJQxj/Z/qi1IjON7ypycs2HSwaS+nVuMbrJ0+wU+/LpWT6ZXcrrTOM/3OB uePicd/syWD73RU1Sln+zl91PnWs6cAxb/UZ/6dWn1trDmcy/k/cN0oMXvPu UR7jAz15y9Bw+UspTdU7ldM53kGDDxTnEw8vi++9Ws74QU+M7W7jrXSjEU/a /m4yWNW+qnHlTtOqxpmM0sNLNu9PZ3yg5883r+OykfGBor87h+57UTyb8YMe Lrle/nO4JcVkvHFaclKTH/TGt5T91wtllFVx9MxYlb1MWhm6wFLG+ECbFoUs efBYRi6Fl34X/nClTyEXrUPWWlKcb9uRX396kMIxteesQksa8qmF3fFajL87 ZtGcm1Ymqu+x5tKpcjtLOq89s0uyO+P/xP2TsrWTv6acs6To8Y0c6o/0pg/q +wAZWUF2QeHedEoa1CbGX06b6vzsVNjEl9IW21Xu1WN8n7cLpsr6Lmd8nyee RGRVnJDT7D21jGKLNfk+tQtGJxR4qvYDTX5Fev/2ID/1+WlQw7GnXOqw3y+Y u2SwY1CAF73pMsA3ZpwV/be+IMlkpzfllfpnT5nJ+D1jfKaXT/Zhv6+RY/ti fgNHdl9pTg+/+K7a1hSwe+3k3xWutLhRfsixiYzf8406/x79kf9z4KK+P62p dNsmh5lHvcl265fS6/dY/UZtUk8mptjQ2iLfMfM8XcnnlsMkV1cbujuy7tyn Ja7Uho59yk23ocfns7VyjJV0P12y6/AJxvd5SZ3fv7NyrfiHQpP/81CCVkC6 jy1Vrm5XvKG1Kx26k3Lt+lpb0p649Pf9AlcaWOtQu7CadhSVe9wo0FxJLcYu mnbHmvFX3VDfD8jdNLTtXHfGD/rrx/UeQUmMD7Tgl/Pn1ysd6ak63/XUaps7 oteO9H5H8LnUd7r0t3zrpJW+jJ+hS697fcKWu1Lm+2nr8/4Y0tnJ+66Pu8f4 QKvjJq5U7uoSVnzDhAIjvdeefsb4QJ8OTvoQoedGv/bnPFmYaUKf/M/GNRiu yQdq27/DmnOFZpx9Lr1g6tjzlxkNLS/70rIf4/90a3vijPYUdzp8tuV6SYY5 3Z7auvGodMb/GeDY/1XpbMb/OdWgw/APoYzvc0q033CbnZ50S+fp69EzRWS3 uNOuY88Z3+eYkH3/pYYzfk9z6yOft0rcqOuBiij35RbUN3XllTPBjN9z/7ur JmOCreizyfEjT75JyNwn+GDxJFvS2fUi4M4Dxu/ZQH2+cvvQ+MLitozv83LY ktLdXxXquKWUlFvMPV51YnyfO0LCXH02ML5Pk5zorDutXFT7OM/setNltDK1 +/SQZZp8nzif6DD7XFHGbMb/Gf/myPqWKYz/s/mUuI2OLi7kbrphR/AXSzp4 Y7ux1lzG/2m78OS3NQMY/+fGOg2afsjQ/L2tYnnT4rp95NQsx3tG2XrG77kn 8exIXxHj92wd2yloWqWSJr9LCvrx2Jo8E7o7Lbdm98tTzs4pb6LrRmVDL63S c7WlqMjVRXtLnMhmePCA4gN69NxIe1I3Q8bXCfuy7tir82E/9Cg29GdSkIML mU3fXCPZRUd9/4X9Pu/SX7X3uTRwpWNnRs3qPliX81fLrdM+9u+pSxfb6sat XG1NHxK273xqY8Ddvw5U329JW9RjR+ea7Pcspe89uzwtsdLgg9r59u3Yg3GG REM35c2+yPg7l2WeGOk/34rLV4owKWjYe7gdrRw1wX59KePrnKu+H+Odtc1s 6yXG32lfx7Phiv2MvxP8AKObBrzv2Uw1/2qMfNown/F5TjkfmWmXY8XlH9mv XzJMFMb4PDcM0LUPemBPp7ds75mm2q+Lkh7u2FjK7q8HfLSOXl3Gfi/EIazx nDdNGF9nhHWG0ZPGjJ8T9zedHW1mb+kgprHWJz70u2mrwddZY2RCk1AvMfUb 4Da3fjPGz4nvgfs1sG+91PdxYnr+KYrS0+Tn/Ky+/xL5SGv042WafJ2ZKd3N 9OZaUPeomfc6hTN+TrwP92/wvqfq+zqz+xlcj2jN+Dl93fTLprTxpFfasxS3 Axm/5cknn/qfj7agsHwTy5AJ7PeFb3nH9Qxcy/g0oX8j/ck2XXyl5Pul5xWt yZr8mcXq+zgT/9sxbOYGxqdZ1N1z4feGjE/TP/rru/v2jE/zdYui8UaejD8T +wHcv/ld7827hU6MPxP3q8eNvfo1sLuM+lpc9AiJsaW92xqeiN1jSU/qDI3P OcP4MdF+o+KQDmkfGF/mkHlNcuquZXyZx9T3YYzMJx8zbML4My0Thpx4dYLx Z+a1jR9gdFmTPxP3W7YVjdsR14rxaS7Vr9N12ypNPs1k9f2ZyNuRN4u1GL/m z/le2cMG+5LV2X7j37paUUuPkGj/4Zp8miXq+y4/+x/KH17qqMGvuUh9X6Z1 y4CzGf01+TbXq+/XtPWdE77xFOPfHBrs5PrjjDtlqPO7sP8aePh+jzCVf1Gz g8TK7R++TfB5XDKvubnfEca/+UJ9n6Z2aPTQa/0ZH6eb/V/fjUmMjxPr6dXd Oj/HdLahFXPrWI1uyPhWPhVFHavQ9eTyw0q3FZRNUXry73erxvOtjNZjpjWw Jc+/p07W2cT4OFF/7/T+GTZ7balnnz1jFxowfpbY1HTlCpm7Bj/nWvX9nqj/ xScGMr6qyJsLo/wSvOiYOt+swci0VSm7GD8nxueb2Wcvyqeq/J+U+hPSbqr2 c+32Vrq9VtCqpx6HflZo/j78C/V9n9+1By0OO63J14l4Dsf3rb5fhHy7uIBH GwNqmVNmj3rXt6R4cfFE/Rz/RRWXvajIP2dKbaXKfkiy2tT+xH5v7Nabb7UH lTrRHvV9gu21RYc/GztT07CjNaNPSCjeKniikYzxb0bW+CzWa+9DRtIBE5vW ZXxpiWVLMm3llrS+7bYzXhLVPshskJPeI12aW771bvOZjD/zwBDFhuETfOn3 5x5vSrUZf+bC6IFexfv16UnP7PKBnxhf5mLl7TZeHZ2oz8Tm70IszamfTuy3 B1udyLROXu/Ff83ooA05PgzW5M+c2iCix50HYpo5fEhgQFdn+ja9v2nSGDGJ wmbd+mPjTAeXnB1hMVlMHzN9za8clnP9sbw8OSezp5y0m0/YVnzNgvQrzY/d nianwsfpS7/8Vu3XtXO2V3xk/JjJ6rzCRcXJnjV7SqhmQafjFS3Y7y31r3gW 0OyVkkpWtv87j6SkO3PivdM9GZ8l7u/PL/+5f1OklDYP+jbiyE0b7jzDyb7E ptswG/J53tBr4mkZXV868X29MBsyqPquMpq7fvPewweU1PS/7YUTVlnSs5Xz 7WvdVVKXCO91TxIsKTTZKOV2jObvHy0Y9eDW9yVyGqUVPHKis68Gv2XeI+19 j2ZbUezZ5bInC5Xk6RxeEDDKiupePDTD/LuSbn/KCU6ZrvIjLtsdP5ftRvcv lC26qtr/7Hgf1Vg+yI2+Rm/ukxtjpb7vxPgvq+8zMf7Lu5Ximrv3Mv7LefeT Sze8k9LWiEqHndv1yHjoh3qRxTZcvjf4AzxqTZuwr6U+dVtTMGL0DsZ3KYn8 uWFLAuO7lLrW+6/eHQUlq/O98b1GZMYoWpQw/sohJ//kBSaY0JYN16809HGk /er7ZgMPGItsjjhw/gv2k11XBg6y7WVCzX4sSmrVQUY7pgXKHFaZc/mZ3dT5 XCX6h08VhzF+ymull83Xz2X8lFiPUp0TRlhvMiWHOzvfz9eyJ60EgwveMxhf 5WL1ffAy985xzxs500CLJT63mjI+Atwfx3j6ceWqYpqpWPWd1r682tqLug38 QVE9GV/lS73UI0EtGV9lvDqfLOLmmBMJAxl/5dnfqQ0nbLYkR3nU4vE/xRxf zSn1ffOVFj1Fx+4y/sqk3De/npkyvsqLm+8aiXszvkp8v8UrXJrs3WdBJzOK aj7dbafBVxmozhd7ExK8eMZtxjf2rtlWqygnAX+lSl8fF7sPi9ZYkFXvI69N Ryip/X8VcXm9JLT4UIuoWasYfyX2a+s+PFrW7a9KfmpBmz81NPkqv75NuHvw tOr9067l3vzO+Cnbxo3PGTfQmmrFBV3ULmJ8Rx/V9+mlBt10lyRp8lMWNL0X ka0al/7yM/u6/mJ8ILHLb7XQiVaQ4cf5+XZ7ZTS72f5bSxwUgnxzBXlbtNju OY/xVfZS53sZDU2Ojduo0OCvRD6ZYeqGSXF2jM8S/iLu+8vmpm5W9NLkqzx/ 4+7cwUcs6VZnv9elfd2plfxPr5tNrOhYyexOe5oxfkr0f/iGsJ9yBeOP/K7O tzrrMutl2wmMvxL5zcgXazBZZp4QwPgqnXp9D81f7kEb7Hff2xNgTWur7lcy fkrEr7JDvLq9d7Cmi19alN+97knKaxdD9y+woXVDvvscdvGmRl67dy57Z0tP D7To1sWW8UPWOvbXymAi44f80sen8khjTX7Io4/DKydr69E7j8iQsZ0YX2Sb FVkL9i3yJbl/jbc2qnGbOOJ8l4AgxhdZ0a7m/TdLNfkhtfzHtjZ4wPgh803+ zDfeyfghl4vjemRPZPyQq3tELxpjZEKtvj57ZKHajy4wpoAjJ8zpTVSTBokx mnyQoogaTWobsfsZO9X5m5Nuuh33cWT8+07NRyUO0WF8kIgXvdAfP2iQCeN/ nKzOtzMeajf3bYAmH2TtP05jWuy1pBWHzkZ/Xq7JB1nos/62wVWGx7bQqRej a0sxiaONApu7UXG37r0S0hk/5P7Ni9ddnm9H4fUqul8tcyGRWde2/XswvscZ gwKef2upoDHKNzEfHrhSXu7MZZ1T9Mh6xTP/vRuVVDpmVK5LkT65jYifrTPE jZI8S2rdb2dIN89u9Wii6046r5Z36LXfiAa6HyuuPOtOWeNarXlsZ0IOh3IN tXY4Uqz6Ps3fywPX3BnvQdKDBSUbs0zJYOLXxV+belLGvfgTt7qbk+pDB577 xX5P/YnPpa2XenpT+Yw0949GErq/q4Nh4Tpnyp1ee0bb3VJaX8ulvONeH7r6 IHZScn1LOtlEJHvyzJV8qr6rFfXQDXvmpxqPvs2eHXjS34YOF0frO0xV+a9f PPruPmmrvkfoxt0nxHnPgr9JfXdEWdM1c+NXRoUK2rHCW6Tf34rSLrbTq+Ht SFsvPXdOLlbNj3XT5r7f7ETKqn6xpRWXDea0lLuQ+dbT7gMP2XH11Ww95xel W9K4NRcGmRxlv8+35deNWV432e/f3R0S/336Bvb7ZamhNQxX6zO+sQZzHs0v 7sz4xrp7TpzqsI/xiZm/0Dk3K5fxhe3yW28Yd09KpQ9ODTco16NTJhea1vmp oLj73207NxVRjbCAK32lqv1TeosG+6TWZO896MLXd470rYnb4L7bbejOWFFO 4DBnqtO5qySkiR2Fxq8ctOQb47v6P0DCSiQ= "], {{ {RGBColor[0.148, 0.33, 0.54], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNmGuwllUVx59zeJ/neZ8XOBy/FHKdRpoEvEYYASpJNmKKZDNcj4drgVCH mhqEDL/F4QDNKBrXAEGIS0MwgYCW0ShXIxkhSAEZKIUJQblpkEP0/836n+jD evd+17Mva6/Lf629vzBm8uMN1UmSVOmnhdqFoj9WJckitS2yJDmSJkkqeqYq 2hHir1f/N6Kn1D9Siv/0v1FJkps15gG17+fBv6g1/qwxJfHn6P9QtUNEn6n/ aZEkr+vbEI0ptP929ctqW1YHv6J2oL7N0No91V4uYsxg9U+Jd1q0I4k1h4mO qL8mjf/016mtF92sfkvNqYhGcQbz24r/hNo69y+LzovOJvF9pPn1nsM6ZbWZ 9XFcsgxSv0d1nIdzvasxwy0DvAtqz3v+U6IpaehuUyn0MjSJMcig4yXLZYSd 4j+mtlryvlIK3f5b7VXRveq/L/pA1Em0MwldoIeTWmOx6ITW/2oeuhwpW3QQ ddb358pJclclbHGn2sNprFur8X9Ru180SePezcJWt2vMsVKcc5b4bfS/h/jz 9H1fKeYwvqNlQp6JSXyD/y/Rx8xDXh2uJHnukVwnqqOPjThjlWhbKfyLuSNs A871V1rPZY0PvVeN6LrG/0f0O835WRprNIp/UfSR6B8es8l6/pb2Ga+2WxZ2 YN4E/Z8nvQyQvg+oTXTGOjVfqYRN8I9v68yXfBb2/5XGDdL4cVpntf7PFy1I wmbwsVG95O3XIuTApny7g73U9hfVql+HfUQX1G/UPp+XPPe3CF8+Yf1MyMI+ XSoxnrH/TMIG2GKw+DPSmHef6DZ962CbjNO3ZzTntxq7IYtz3Cv9dxZvcXX4 MP5zyHp+Mw/+XrXbRb3EuyUL//5TdeACfrFS/Vlq38lDn3fiD6KnxXtcvM15 xE078TLp6k3GiHdc9LT6/SXXR3nEdS+N2VHE+ufFuzuPuJmm9keViK8fqn2s FGfBRK3LoYOhWchbdjyCV8Tm/+yHL2qdVPxjxLJoaVW0P9W3t9Tfhz+r/554 C0Vv6/89Wn+/2jeKsE+/NDAJLAPTOonfKw98+kT9eWmsNc/Yud/42cM6I3bw hfvSwLnWeYzvq7n15bDvE2q/o/XfYKzar2l8L9Fm4kffzqgdxnlL8Q0+64GH rDmqEn0w8qz4H6YR/9PzwKNp+v7NSugfO0xPI2Y4f/s0cBvdoCv6jKuvhB/2 1Piror3qX1F7irGij6sCn44Yo74n3nfT8Jvuovb2xQbxfiB6SP3eoodFA4iX PHwG3wGLDqWBcWB0O33viqzqrxAtSCPuOzr2L2ch94OS8Voaaw4TzSlHLPxC 7YNaf6LWf01j+xD/3hv/7WIfZu5Qy9MqC5m7JYHBgxy3Py+HzmeUAxNGOC/0 NJa1Kkfc9U1in+5uOWsbbOk12Xu45YSeTAJ/wCewaLyxEwwFA/Fp2kdEc8uB G8+Ww1fwGbBhjbGHvN3a+ungs6C/dv5/m+VaYKwD8xh7u7+NTkPvtyYhyzDL 1t7zkP/XzmnkuN2iv4kOiz413upTssu8Q5ZrpqhJtEf0jucMty6wB/4HZhM7 V+xjg2TTsVng5nOV0AfxOk20BTmSwN1WPhsytnTLeYsscrWmChDCNzkLtQw5 Cx1je2yO7euywOVnNWF3Hr4xRO39ojqN25yFrYZZ9vo8cvh58RsqkTengQ1p xAA+R+2BTpm/17i6rAjd7LL+ZlpH862jhf7f0bassR53eg75h7xPHAwtIl+M 0f6X8sCcGrVrJcfnxG9biXhGb+RisBWMfa0ILAO7ziWBT+wLRm1MI1aJSeK1 t+MCvDxairUKYwhYgsxHXRt8vRI40JgF71jpBu6BT/gHWAwmf1ljP0kil53z uZssw8OOm+Z47eO4OmU9kKd2lyPXzVZ7Og2/XCKalUfenZ2Hn+3+P7+j3Wtd r7YPcZ6J1g85kvyySXO3qH9J8neWnHflgXPd1P5de6wULUrDr/CJqUn4Av6F ny1LIyY501bvxX/qytM+xwLz+Paic87a5AZ2EI/gRnfrYmYeub8pD12C69Q2 ffW/P5hbidhosk+h/yafD3ymLprhMxM/L4u2WYa11i97ggXgN7EOZq1wLflK Evi7zePXeH7z+bZ63YN5YOsdlYgZfP8BMLgIPt9fzQNjOmXhgzPT8IFtruGQ E79uSuP73FLkV/BhsXWPPOiMfI08U1xbg5+sMd3rsDbrHEgCZ/gG1lBrzTCf vRrdh9foWorYHeP4peYBL4b63AssA7Ey2fGCXPgY/EnOg+iwJgtMAIvHGx96 Oa5Yk5wI3k6x/D0qUcPcXQl/f9m6xccYg59xb5hjeRY6N6KHfWnoirqQfVtn IQdjqG/WEXNF+MRF1y3ot4f9Gz//idovVuJecEslfA7fqymHf4BN1PmzHWu1 5fBt7k4Hk4hz6m9ywRX7/UHHOjF/MokaGiwDx676G/yRvvtd8LmO+2zUW9Rd l7Lw62n27Znau49s1VQOfNxiXyz73lJRe70IzK9S/2wRufZcEdiw1fZc6VoG fGjQt66SYUQe9r0pCyx83Xux5xCt9bzW2VNEXclexNwer4cPjBV/nPPpNuMP e5Jjx5oPVryY3oipZe4vN58a8rRrLWroRR4DtiAvfGReYgwkL9Oudp7Ghodd U632GNbhP7UWdQUtY6gnuBccSm/cB8mX4DW4R+y9mgSWLvFeL7k2w69WGRsZ c2seuNE5j7hYaTkZ+5IxZakxGz7+3vzGwNhVtgf2xK7NcUC7w5i53LjZ2feY RxyXKxybrIf85Hry1zHnMO709Y5rMAf8BhOIQ+w8wBg4yXFK+333N5pPXB93 XHF2fKTWfgIe4Dest9627uoxDZ4LBoAF1An4GnmaHETd3XxHwV8WWT/jvA7j mbvea261T+2ynBuNReh3sfWAb3J2cjbxDkZw96COXZvGmwNvFbybDPFZJ3md sd6LfRu8PvKjv3XW4Wj3qbceLcWa3DPPOvZPGROoEc847rlLt3GfN4IPaIuo wepcv8zzHfntcrxd8IYxvxLfqHG449BnDLl6ue/XU/Pwce6dv/QdmXeLgaW4 Q3J/JGfyHzl/nIfP8qHGdRT3v4Y8bPtZHjmEPEGOOJqHzTYUcVbOjA57+p2K ey3vTNSg1KK8O422fvCRm3wfwNbctdraT7m7EmvknNHGB/Q/yrY+UMTd76Da maIaydBYxNsM90xqp/F5YMTFPOpX6tgnixv1cSvbaKD1cMwy4BvUsJwLP5wh Xb6g/6uSwLm57mPHwrUHOEHsEXd/KEKG36vtkoXv78rj/spazK13DXjGOkW3 HfLQO/r/Uh54ge9O9v2Yu8A+39/wwYfEr80j7ifkgQPLjJPUttiOenaDMRws 7+Y3H94qqO9q/IaATakPqDHaZnGf492ifRa6p07p5/v4rnK8AfAm2ZyfWrp+ Rk/PWz9Li9DJyHLkdvSPLjpngR+8qcz1ePxyezn0syQLOzF+cB54iD+kxkgw Fxzgnaza9xlyeLXfzYh1MBq8IObIu9SaHWxz7hKMOWl8BntPORdw5yHW3ipH HcJ72jDnkdMes9R9ZKH25G0BH1jpfVkTHjFJPOJfjzq+Gu2rffKICfyQuGDs Occw76MXjEXU/9eMw+ApMdPbueO48fac90IW7uLc84gvZL9m+eu85gjz+Ea9 xP/znsPabbw+dQFvhc06uO7x4G2N6yjqccZ3c45o7T5tje/bxGvFsY+fUN/w VoWdsN9Ur1FrHEAf6AV5Wrlm6+o1W3l95iWeC+bUGWO5f8CnJuSeDAa+x73e MUKsgCUt/e7d3nu087wq+xLytvSdufA7Of3/AgVuDJE= "]], PolygonBox[CompressedData[" 1:eJwllWmIl1UUxu/8//P/v+97UfOTew6RkX7IpYGccM1JMAJXHE3HGR2XEZGZ pKDRUVHKyWWMysrcEQtBET8oghvjbu5on1xRKMFIMqfVPtTv6flw4Dz3Oee+ 9577nPO+UNc4sSEXQliElWJziiGMz4dwFvBXFkJVDKG8JIQN4Cn4VfBt+MML IcwC12Jpzmsz8afAn8IfCT8bPJQ9rpJ/GbwBvDgJ4R/wbvAn4APg5eSPI2ct savJv4d/B0vhXwRXcK6FxK8ADyN+AvkzwEvA58Bj4Puwx3n8HsR3A9fCN8P3 Ym0P+C54E7gCvgW8DLwKPBG+mf0awSvB69MQRnD/rnx/Kuf5mPhb+IexX8G9 wX1VJ+KXEf8y+UfAD8CbwaPA1exXB14KbiL+ErkHsJ/JHwCuJ/4D+A/hL7D2 BVwL32zj21WJ7/INtgBuMfHX4K9g/4Lnw19n/53kr4t+I73VTvJn6+6sdQE/ ht+K/z7xvxD/LXg9+G7q2HZiDhFfCy7jW52JqcEfRUx3Yntiv8GvYf+xxFaC h7LXa1gp8fexGmKfELOX3H3YD3BDsE45v+kc+EFYkdwUu0Xsafa7RuwJ+DP4 T4nfHLzWjn88M1eOHcPfQv7Dgu8wMHGNVev74L6J76i7SoODwS3c4XXut4Uz 3yB/Omv9cq5hA7HfZdayaq7aN7E2lfxpek9iB2AXg7+pb//ImbeXeI/bcOvY f3jeGmlNrSlpS2/yfGKNS+vqmS/JXQ6uL1jDZUVrXtrXN5oSv4neRhp6D9wK 3lWwZhsSv7HeWjWqT9wD6gVpdlxijUlr0mTPojUpbS6AHw1/lTN+lbcmNsJ9 BK7Iu0ar8D/FKvOO+TNzT6g3LpM/L7FGpVW9cQ24vei3Vk+8Ed0z6p3/exCu f7R2W4m5Cf4+81schD/Jt3YI56y57fidWKvGfwTfEX9b0b2gM+qslezXHKzJ N/Hb4IcFz6it8K2cqTbnPVbjb2StP/xb8F+nnimaLdKwtNwnWuvPwC/hfyb9 B9fg89Rn1FmHgE/hn8NOB7/5efzGxNrTG+mtloLfKVhD0tLRzNodD14UXUPV 8gJrfyeemZqdI9lvMnd5NzpWM0+zT2viaohfm3iGapbqjrprh9S9p2/q269E 17oUPDC6x9RrqvHFxDNSs1IzsRvc3Ohe1gzdr1kffTbN6I7Ej47ufWle2l+T uhaqwaSiZ6pmq2bcCOJvpK61angdv3Pqs/8Efg7/d+oRc/4n/KF5Ft1r+gcM Ir8uetYqpkL9F30XzUzNzlfB1cEzpBw/Rv8bpIlM/4fot5QmpI2y6NkmDUgL TzPPbs38sfCPM89izeC3wSXRs1XfCPhjEveOela9+x9KTeZW "]]}]}, {RGBColor[ 0.47122771512462497`, 0.46931325451664135`, 0.5420578288085272], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxFmnu0VVUVxvfZ55z9MrOSwMRLVlZqGkomIpJPHpcLCiSgEoKlpvmiNAEf gSWFPC0rUzEbZWmAZAPoD03gIvngKiJShrzUbAQolliAiNr345sOx2Cz5ll7 7rnXmms+vjn3/dTXrxp2ZZokyd/1X11jayNJTm0myZm1JPmZxqcZNf9amSRd RU/IRGs8RddCzT+ncZOuu0T/pEqSxyQkFe8Vor8rWQ+I/nORJBvE0zVPkkWa Ozy1rGPEk+odR2vcpd8n61ouOSdJxu54xybx9tXVofkJ4usv+gbJeUT3Vuqa ovlrJPNg0SNF9yw9X+V+Zw9d92r+maZ/Q7+qsVesf6PGE2N+s64Bkv+ixhOa pleLrqd+L2s4TPNLU+vljsp7P0TvWlpY1pN6/+S6aWSer/lu+j1G41yt8zY9 /5Tmb9eza0Wv0ny7rmnieU7PDpbsQbpeFk+fuvl5f0fT58F+bhf/QN37pGR8 R/RRoq/W+NXMurtF9KS6+Tm7zXq+qetdPfuV1Gc2T/M3F9773XpuqcbVcY79 NH+y+MZpX6u05tnsET3Fs/BcUvfcaNHf1jpuEd/DWv9GjQ9q/vCadb6qaV1P F08vPX+JZD4knh6iP6/5Ns23iKd/5T2+Xbdun9P91zW+XLMO0B16uF/jfbpa Nd+a+oye1RoO1XOHiv5ozWvcHHs8LbWMh0WfUXh+Zen9vRw8HanneQ7dtyFH 8zMq6+sqrfnKmmV/RfNjNNZ1dU+sY3TNuaxKLReZmXTaN+x5c906uQebE/+R qemJqe0evrHYbMhc1vDe2NeSwvb6Oa1huMaGrkMTn9trYcNXaCxjbWua5md+ g555QHL+qP3+TePpqfUg8cmexP4+uLCe15bWx+uhqzu19+2iPy8ZMyvr8RrR a1LrhD0i743gH5p6fe+Kvk38eyX8pNLn0xo+tS61HPjf1Dp36BqixQzTGvZq 7txYw/Y4l8d0/07J+Sp2oOdGp/aPoeJ/G5/WKJZ9NHt6SfdG6Rqoa0vTcYP1 tTes0zTusZ4tieW+k1ifOq59a0DeEvE+omtgzbbGHogN8/EVXdeKfrbw2tZo /Fnm/bLvBeI9WEIWiO+MyvTpGn+pvV0oWfdobNN4GnsXz4WV6d7S7Um6DtDz t4hniq6B4vuhxm9UXu/IzD6ML29I/P7tDe9jqMbXG9b/nzLb6Eat7bN69m3N H1bZrreK/licPzQ2cLDuvSp6np7rUjkO/0r0KVrPgXrma1pD58p+PCdzvCVu E8M36N5v9Huq7tebnicOj6j7vdjmtobl894tGvs0rePhGs+OeIh/Q7O/eaJP irh3fmX6eK3lXs33FL1HPDP03mH6PTPi7VFNx9xeTcdu4naR+Tf+RRwiHhGT e8XvhRHv4cfX4D0x+F9reN3oiZh2SNM+THw6LPLiMZof3HQcvLIyPUrr7Ker i+SO1dqGiG4RfZHoqQ3HuiPEf0HlGD9Ca/xvZns5rbKf479t4h9ZeV8jKudO 8tcZmh9bWYdjKp/httDtqfrdRfNvSt6mumliLHaCLxGzGP8S9KMalzftA8xx D1tqj3liIPvtiLxDjHm86TjD+ETT8erJoLnPyO8xgR86QldVPAs/ft8e8lnH iph/h1yo972rcb2uX4neoPHG3PmX/H9dZowB1ti/sM9/WGNr5hxwQeS0VXHW 7IN9Doz3sE/8vRG/oQ8oHF8+wrOl99y7tF7ag6cTMaTpnPzlynnvmciPZdM5 EvsdETZ8t+TlomfWjFdY/4ck/4XMc8dKxvGip+v5JWAkXdOIOxoXi7dz03Hm jcxxp6vmv1RZZo/KOXFZ+M6e3Dmsd2E7IseQX47NjZ8mir/Ju0UP0fjp3Plg kGRWhfHBfhp367mdTT//Xu4cPEDzE7SuxZqbn/paFPGNkfnLEz+7KOhOuXNh X8nfv7Lt/BTcKFkTsRHRO1LjQOLpds3fKnqZnpuh8SBdPcFOutc5aHwInss1 d2Pl+W7oMrWvwcPcjKBv1tgJjJHYjgboGlWz7Nkh53rJ+RjxmphW2C9vyXzv EDAfOEf0lJAzujS9WDzvlfb7iZl9DDwDFr2g9JqWaH5YzfJ5FtnHiZ6e+Mzb U//uJL7V+n1p3bw3Bz+xAgx1Q2KdzYx93alxKjoAr0lfszSul4wnC+eFf+n9 12NrqTH8gIbzTGc9e3Zhux+bGcuAlwZr/i3JOUH0xRov1vO3g2/F84B+56K3 ldbHz0MnvP/2oMHC4G3wOL61ImIL62fP7JecuCDwD36B/U8KvR4Y+52cev/o bBK+yLkSn2tew6bEeZH8OE1jf81nojdq/iK9a07q/czVdXTYVUvd+2SPrI89 gocnV97PZzLbztTUtvZG6bP8keZnVcYPE6WD9RrfqhlLbGs6302v+/dbgX+e bbpeAe+NLB0vhmvc2jQWIWctK4z3viiZ02s+S87xrspyuue2C3A4eJycSCxZ n9j2sQNsc2VqLA0Of1zP3CH6sdyxaV+tABZqOC+CTW9Kbfvo9qnUNQtYt1vq Z1nDitT4fh/+rxkrkRM5T2yme8TS9sgXnaWjj2eOF+RMsCx5k2tX6AEMjCzk kKO2Rj4dXDNmA2uNLJwbLhLvU4XPdKv0tiT1eXFuUyrTJwT2AHdcHLH53cBv rxQ+x4elh8sK14PjM8eAH8X5/ppaJmpLdIpuwVHkrMcjf7FGcBK4aG1qLAom 5Wx3x77wrb2BGckz5BuwBO/pHO9qq3mv4NJXc/vIfhp75MYmZ+vh+0rbbUdu P8VfRSZn4bup17GzNH79X2k/PiD8AqwH5mb/YFXqFvIpz/G8/u3LSfgZuQrf mBS+ABYhng7NnRP2hG0f2bBd3hi2wYiPDwqZbTEOCvnsk/iI//6jMP1Q5rNl /+x9ZW5/J+9tDH/Gl6fmxrQzcssbHDIn5X52bmacDl6ndqCuwcfApnMq48iD KsuiFtwc9kmeRw+zS+vn9Mz7mBp7IVcTg9BNS+QB5ucUxqpLxf/rwvXeL0rn C3iIvdgp8+Cf71W+NyA3NiTGgQ85z1mhd56bGM8uirxKHAQXEnf65/ZjfP2u wMxXhHxi/4MR/1sKy/xd6XOcE2dJ/pkd58vvWUGPqxszgB/awpb24fyazxd8 PiTsHNx4U+XzHpZbzsywE7AYMYpnehWOD5eKZ1pu7Do8M8bOM2PoMwvXhN/N nYv6h3+RN7pFvsC/sQFs4Qt1x1vy5kci9ncJLAoOxa+vq3yvT9Qiw8Leerwf GxLXQGdEnUiuaA0bO6+0r/bSsw/mzoGf0Fp/UDlHdM8s86aQi//BnwW+reIs isrnMTVz3muJveCLk8IfyTfIROejIgcvyN1Luz5yMfuYHO8iVuEv+FC/un0b ORzUcWET+MTo8IvVhePmA5l9YlT4BfrtH/rcG7GVuNpRWM+/E/8ThXnuFT22 cE68NDMOOiTsm9jWL+LbjPBN6k7iEWtHJ9SB6OvU3HsYFWu+o3DtP6t0PBoe Zwfu54zIucRs8B5x+4bKcfk0ybmVXE6v6n1sErmmU8RRzrpL0PjR3YV5flw6 bo8JfvqM9BsXUBeWzkfzcmNPciC1ALGAmDAZvFMau/w7Nx/883P3ZuiZgFWw a3LY+7VhEXbO+bTHGbHHpWGLf8hsDxdVzkP7zriyHy8ImdgE9vCH3DFhd8QF bGdx2A/4Emz0z8J2viTkv5Kb5z/hc0X0mFhTHuvM4h7zz2eOezsL1xPUhNcG hnyk7nv44Kbww8823cfgvJaL55269/hS3T0s1v9k5pgGlgd3EnOIT/PE/0Ld foAdsQ5sCXlgEc5gQOV4tjm3L+FT4+j/0Tekn0jtk9sfL9b8m7nXsSN3TNsY cW1n6I1ag3qL+oVcfnXu/hL9KuyCHilY9BfRL6VvOr7huv2SqAeoC7DhhVH7 cP7w7Ar5PykcW35cGE8QQy+X/GuDBmu8lxk/9Sldk90WdeKMwrqYXjhWEjOp ++k1Uh/R41qXW3enVMZUvJda4J+Za62+lXEsuYFYhC1xFuiRuoH6gb2wdvAY 62dEFnKILfgXsQ8fgz4/amieI1/wzi7BD905cB2ymR8fNUS/kDMhNzYGI/do +H08e17kfvpz+PqO8HfiMjoENw6INaHzb0b+ozc8KnP8ohfIOzuFzCtz9xvp xZLr7o7ctz63ftAT/vpS2Ce9NbAUcas1aNZMf2xI9ElYL+tGV38tXedS73aU rqOppzlHMDz19fDA82dHz2loyCEGEYtGaM1bStsh9fS0qFMW5u5zDo2+HD0A 6nHwOX1i3gu2JA+zNnAL9rs25umpUWtslLwjcvdm6dfekxkH0aujXqXOGljZ l8eFj4PlvtBwru8SdsU5gmfXhO2hV+oBaoFJpW2S2v04Xb3FP1oyv1Vazoio M45qGE+dU7pGmFl47siY/3Zp3Y4rbV/42r46ueE+Ar/3zx1rhsT3E+oZ8A84 48hYM3ulR0FtRR+0Nc5xQNDkJGor6jD0+XhhbP9YfPuYHDGfvMY8fvj9yrZC X/y3mXMiuZF4c0/Eg71RMxEDXwjfxEe/kbk+2A0G0/WieP6X2RdfDH/cXTiu 7tL4cOb8Di5eHt93+M6zOPok2C4+Qr1KzKSXDw91xn5RL/At64XCa1tXOPbN C35wFtgd3I4vrk8/qEfXhd7QVVv47qCg8YtuuWMQ30PKwjY+Qu/6fnwnoD90 Q+mYRmy7K3PPlB4w+AOMMbuw7y5PP/h2tCLOEewOhp8lnvsy4xDwyIqGe5HE 5ANyP9NT8yeIPlk6+XplnP9c0z3Q63L3iMdrfnjgA3oYfGOj1/tE2CC9fXLf Mbn3Tz3NdzDqPc6f+9RQYBp0Rh95T8SkRxuOS5tKz5+aObff2vD6Ds/tM3wP wSfuj29PK8Q/W/Sjpb8RME9dty5zH/yLlfsp1K3Urz2jb8B7d5V+763aS9/c NSM9LWoP8P9nKtcxj0RMeLB0rLqK71a5+yT0rqib4CGvLNK9SaIXlo670MTe swKTg82Py4yXt+X+3kYvulXjWblxIH0Rvu+C1bpXPpP2+G7Ce5bEu+iZ3xf7 bcntw3wLpV9B754eRKfIG8SAT2aulaiZekd/9cOV4wFxgTxLzU9tsDJ8ZELM jw8e4sb8kE/tfkTm/T2f+/744Of+3OChHzs3YvhhmWsQap2/lD7fXtEzpn9E XTU/c9+/q3hWN/29ALtfU9o/f1i4Jl0WtnRQZkxPjYJNoBPqUHLr6tg7/Qpw KViBbyPXRHzrmbuGnRPfya+J82rL/I18u955ZuZvpTtEl5W/Q1SV+3HUOU/z zTm+8RHbXtH878Xzj9Jxinh1YebcsiP67fRMdkTfhO/G5Axs4vzcGJTaaEn0 VV8vzPtm8FMPU/+eWzif7AyMRM2CL9Drw77pdxGLno566a3CvV16WJdVzofI ZF3XRt+V/it+vyZqfL6V8d2cOpT+/dqo7U+MOpR6FD56AuDM/vHNul98b2+J ZzlDzpJvJ+DZJDAt36unxprB88xDg2F3RIydEt8S+E5OnukTuebZWCc9H2qp lsBm50Qvi57WKbE2eIgNvw9/2RQ6J0ezj47Iv8SGbdEnBKsSK4mT/C0F9nS8 9JZU/t5QC99l/eSdrtHnoq5ijr2Bra+Ovw14KPqQ2yJfbglfRp/MbY33Totn 0QM5hXNkv1uCB/r/wyROjw== "]], PolygonBox[CompressedData[" 1:eJwll3eUV8UVx9+v7Jv3nlIsRxFYMCeggNiQuoFQpK9IESmuFA0SSOKCSURX TCA5IgsLsnoEG4gxdpbiEfMHCgYhKEh0A0alLAaCCUdKFBU0SpLPN98/7nn3 zvfeO/Nm5pb53q0zRlXmoyjK56KoyHdVHEVHYT6FLsqiqCGJoklg20ui6EHk 0eD16L0IfjiNorPBB+GgAHUJUTQG/BD4JvAvwWdrDNvR0CzsFyOfG3mO5sgr 0ZkCP4yx7WC1+NuC3L8QRQ/BV+GvJfMPw74S/R8w9g5zlYngK4Kxq7CpxNfN 6J+J7OM08kZoIXwNY5+h2xofQwv+pz+g+wV0IfYHGGuF7k/Ba/FdCo1Afyry b+DPg/ogT0Ouhr8QGog8H/tLc/bRFywHvVv0mv+Lv9uQ56DbBOqJ/veRbwf7 Fp228K8EYyMYW4Ov49isB2uBfAx+LGNHWPtmxk4hf8M/P4J+NfiHYH9PfRYv QIfg22T2PYb/mQZ+ZWZfee0R/ACoDvs1jH0J3hk5LfGaI/hN+KiB74zOXcx1 C3Qxvs5BfzL8Mmhr0Xv4aOIz1ln3wsdk7F/E51B030d+BLkTFOBX4G8n/3q1 7kDOY9fAN8XHIbBhUA34y/hbDd8BWgd/En8XoPsq8mHwxejntff4WAS/AZ2O rGUey++Mbh6f9axnG2P3ID+ATrn2G/wm5CXIw5C/Q65Avg77D/B3grH2+C9H Pgq/mzmX4StTDOCvHWMJfEvoOPLj+P8LvnqhvxX7evAmOkvwg+DfgS/F/yfo zAOfBv4a8hr07wSfyvztkftlPovmzNcf/iT4hqLv1OfwA6B3sf8YuRX+F+Cv J777IFfD98XHM+jvRacEuT/6+8Hq8bdUdzHxWWyBapG/Sn2XeiN3x981UBl8 D+hm8CuQT2Nfhb9R6F6J/A3yPuQYXz2Qz4afDVWAX4p8XOetJAJ+BT4K+BqL uBusB+urZb7N4J8jd0u8Vxr7E/YzM+/tAuQ74N9PfRa70f8r/CvQHLCTyJdg 2wydI0XfMd21f4KXaH+gI/APQDeCjUReAt8HnaeL3rMb4JtD54LNhdaznk/Q WQVeB/0DPmNsB/ZvgHdHng+Vg10HVcP3TH22bfnHRujehzxE64Hmwbdgfcfg /83//xr8w+Cz1j+sB18L3V10DO4D+zT47mrOo/DfQjvBfghVBuck5SbFgGKh qdYHdgD9UuGKD+T50Abk57QHYMuRn0+9Z9q7vfg4gW5rxj6GPwidin2mOtsB 0N3YvwdNiOyjXrkbuoz1doCmY3t55lyiM96D/YbYd1s58TC+ukIRvs9AjbH9 GfrNc77zt8O3Rf+2onPKkNg+5bsjNDY4RytXL0HeCrYlNS+f8v02NlU55+jj iWuGaodyyg74u5jjRta2k7EUfEfq2FHNeAd+lPYMfpnykWpL8F5qz7X3zzE2 GDkWjv0E1Rz8DWHsBbAGfPye9XRj7Ab4Sei0KriGPZk6hhRLqpGdlO81h+4i 9AZyVfBeH4Cuhj8r8d1VjVStHIJ9Kfy92A+G/yVj/cD3KCfC3wldm3fO+i3z PYP/QTnHwHZ83QFdVnBO/HniO6i7qBw4J/gf9C8B/dXBNUO1Q//YGbkuOPaV E5QbxqfOlYr5m+DnBsfWCWzW4eu9xLlVObVe+wWVFrwnE+F3Jc6VqhmqHU9h 0zvnHPNH5BGZY2kpPr4OruGq5YoRxcqM1LWgk/ID/PTYtagSehr7kcG1WjVx Kvhk8GLOOeAx8Fsz5zrVjHGqx+CZahm0Qr1LcC1fDN0C3je41itnT1B+Sj33 dP5hNrYroDJsG5QjsJ+mHJd3TCo2lfOU+xQzP8H2YfQ75ZyTX0d/JnjvvHP6 HPDl4D1yrjmbwKcH9zaqKfcq/4JfDv8S9BHYQtUc1lID/S52zCh2HgN/C35G cO7YBbWGfxj9gegOVs+Dfg0+R6I/CloE3xj8ILpDoQXBd0x3TTn/quCcrtyu O/gL5Z7EsaE79yz+/pz4LilmnkceB1Xk7bMR2HjkCXnX+CY678S1Snd4OPx/ oM36H+xXK39krt3KQV3gr81cG9coZpi/sfqbgve0kWJT8VHiHK1crRyoXHg+ 1IK578fnsZzPbB58v2DsPuV/8F7ITfPu0dbGvoO6i921B8E60lXN6I28Nrj2 9WXOsuA1a+3KcbNi98zqnVUD6mLXGNUazdEsdg+sXlg56p5gH/KlGqJaoh5Q vaD+aQq6HZDb5d0Tlqu3Yqx9zjmiHH441KbEe1Kmeoe8Cv069Q/6/9S16QL+ aR1zDVQPU+KeJs3cs6t378nYRPVmqe+GenT16pMy93aqud2QuwbrqmaqdioH KheqBzkAX5U5t+lN8KvgO6W7pR62WvUkcez9P0YT93zq/fRmWAi/XzmCf6kA /wh+cOJeQDEzSLz6+YLPdBf8+MS5QDE9TvUhdWx2VA/CWk4kjm3VjO3sx5jM 2Fx8LIvd46rX1Z7OShwzih31NO3gu8e+C5uU85C7KJ7z7tGuhz+NzUZ8Pc7Y 28E9o3pH5biVsWuuaq/OZG9wDCuWdaY621OJe3n5+Bp+D7Sy4DfHq+i2SH2W DYyVwrdMzc+E7o+9R9or2exVLQmuHX9Dvjh1z63eWz2+ev2N2CzKu2cYEPym 09suxcePVPsYa5a3jnSnxMb0Zlmut1dwb6Earlquf9a/K4bPJK6pqq2qecPB tgXnJtXcNrF7UPWieqPpraaaqNqoOVsjj2bN5xed45TrxqSu5Robm7qnUG/x JvpfBPfA6oV1J96E/1dw76aYUGzUJH4rLAF/K3HOVO5UDd+feg+1l6qZqp3q UdWr6g3UNfYd0V1RT6/e/mTw3Mr5Pw6uCaoNenPo7aE7oruiO6K78lnst4ty +MTgHKZcphhULKpHV6+uGvBE7J5MvZneQA3ofhX7LNWzqXfblvhf1NOqt1VO V25XzOwDuyh2rA9Crk39BtRbUDVZtfnBxG9rvWH0lpkYW1c1QrXitdS9uN7M r6eu8ar1qhmqHf8DUsYJ8A== "]]}]}, {RGBColor[0.7072761765762879, 0.5522695828223376, 0.40329451600627164`], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxNmXn0XdMVx9979717z3lKCUESRFQMS6nIIKiYkiAiQYgYYqqhlKJILEmM SYw1JaYigzFqiPxo15KEpay0hKA1lqghUUrNMbUh/X7y3Vmrf9zf2e/cffbd 55y9v3v49Tjm1AN+3ajVaqP1p9DYr6zVrtD4eVWrHZ1rtY2btdqeoge3arXu ovvp3di66V/FuHHQSyVjiZ6e4jmkbnq4xnv0fCn6Fo2HplptNY3H6zv3S+45 mp8luqtkTAj+GZqfKBnba/6P+u45yJdyo6XPBqJ30/sTxNdN9GiN5zct/yyt WV3j+JBzsNYcpne7aH6Y6KF6NhP9G+mwmd6frnFfyeom/vVF99T74/SMFM8K vT9b83toPFDPUaJXaP4A6dBJMrfRun1L69lb459Ln8u/JOfOwt9Dx+XSf23x zxffwVrbWfRIjZtL3md6jqv5+3PEP1j0mw3zLI/z41zYS9e2dfitvrup1s/U 3Af65jH6XifRJ4nupW+tLv6OmvdyQmH5izVuWfh8Bsdd/lLyxogeIfos0TdU 5t1acnYVPVDzx2t+Y9HvSP6gZB07Qs/DpEMXfWsHvZ8n3vVFd9b898nn95Tm 99L6jfRub43fad03euZL1jN101PFV0jOEdy1eHbV/tbU/H36vUbT9FLx3iqZ +7MX6bZPMt8QjXvr9zD2qnGuvnOZnnWQq/EkjRtq7UGSs77obWu+/30L22eX wjKZ/1zrO2vNrm3bZpeYvzmZ/2i9311jZz3raL5rYR7s6hrxP1l4D49Kr2Wx x8/0rBX699D8Rw3rurXmzijsY5wxNoxN3qC53fSsXfNdnRr3dWj22R6SzbtB 2PzsZJ8Yj+1J9k74V828XeIuHhLPBI2ba+0ThXU4X2s7FdYNm1xQWH/m+f46 oQN6nl54/fSG18MzuGEbXSb6rw3fBffVkazzJOkzubR/bZDtf13jrC7W+d6q 369q/tLCfvQnzY8S7+Ut68z3ucea5kbW4071c03xXit6R72/qGX60ZrvhLX1 un330rrtr569rxXJe72l5f1O1PhIyzKWtDzPXX3XMtacAlYEzfkWen6OnuL5 VrLm6/fXyX6Ovy8ojYHQYOO9WnefnhaYJ57JGl8Uz8FNz4/UuEjjDXr6122n 2Cv2M7Hw/O01Y83Quu+iS9v0veBNNsbtKP8a37Te6HxL7OfiOL+5cW5gCFiM zeO/YA1YjZ2fWve9rFdYb3Rm398F5l6C/YoeoPkbi5BZ+OwfibtY2LL++Nrq gbvcI/e8JM62j8b39PSOe+Je0Y3fyMcGlgYP37qpsL/Bw3mhWw/RM0RPbxqT r4ZH43Oan1J47vmQOVD046LXLn3f4O/1bWPjPthF8trbVr0vvZf3Qh9kXCae 3cB+8W+YjaHdsveKz3Nf40rv+7TsM8FGscnh2fQwjW/ofa+675Qz7dX0nT9U +D64i4+TcfUpybsp+14O19xzuuNpOtNFVcSR0nsZq7kP6z4rRuyoI/a7PO7l UPHUGz6LoySrOzim8aSIcycn28ry8Iv54Tvj68aJHoEV+BD7he7ZtD2D/8RL bGmYdNtIT6V3g6T7lpWxe6joH4v+Qet3jj11Cnu7TndRimeg5l+TnGniWazx rGTceVjj6dlndSprkzHxNI3TS98j93lzaTnIez3kIK+vfre1r35tn9+CwC78 unfT/jK7bnpmjH2CPiObHi3dP5SsK7X+sco493LDeN5X45MNYwJxenDTeDhB 3zm38F2jLzYDDp6fjZXrRq5xZfjgefq9n+hzK8efxYH52PY1ehaBb3o/uWHM x9/HhQ0RQ/o3rcs7gcXg8BvSuaHfR+psnk6Wc0dpf702cO/awt/Ad5YHZmAz j4l/ElgZeIXvbVKzb00J/r9k732ZdF4m/hs5X9GPJ2P6DK29vbR/4WczS/sR /oTdozs+s5/WDAFjdUfH4leSs1C8G4t+UPRbet9RN8293Fw5Fm2i95dn52QP iv+BpveDbqOa1hudwVpoMO26wvo/HxjLHjsidk8PO28m++5++HJpn71Ac3+r O74SW19IxsHnY7wpMOoC6XYAvhY54GUNx4IJ2WsLvV+a7ZMHiufIbJ75kbfc GHJWIweQzi9Lxiel8+bNkvOWaZG7kiPfWjhmLpKcRfq9vDKmogNxk1iBXRE7 Dot8m7y7K3iktZ9K9nnZ3zpNa19NlvmKxlrDeoIbc0rLnZKcX/AtdMMm7yq8 x1mFaexzVsM6k+djs3dEDgxubNY0tsB7d6ydHO+Y36aw75MXHZ/Nvz/nlsw/ V7q8nSzzLY2tZNzarXTuz774Ln6BTyDnzcp+/nXc54TwzbOzfWesxj9UPte/ Iy/Zf6dSd1SOmRuUXo+c7tn7GRZ38UJl+3m+cqzE/oll5LbfFs5v+2fTbfHM bzgPJj/cMfv98LYxsl4YT46NfJ68/rbkGubE0jF6n8JxkLvIhW1yuXgeF/3f ZBzAhrgjsBxMJxfChouQ34ychrXHF44F8DxWmJ+7GBD3vbPGH1XO1+cmY3wO +S+Vvr8vI7YcHDnekNJ1xBbEstKxqbP2eE7Eykbb+IRNc77bJt/Xz5Lzt8cj DhHz14v93pS896NK5/LMk59Td6zMGwufWffQAezjG1PRv/CZgI1rVT6L/sk5 MXgCrowunZeM0PxWLccU7OT3lWvAezT2ov5ruN67tnL8r2XrXg+77dtybCYu UwfAz10TS6cFzgzJ5rm7cnym/gWXiCF7Rhy5Gnwjj5de14seIZ5Boi9u2obQ ZVLkgeSD+Dr1A/5OPTc48hDw893C+6TWoRbaNvKlqYGZKyLH6hE5JLEAv+IO wHbs4eFs335VOl8oepD4z6qM8VdHnKKenRU1PrUfNvVNcqy+JPCW3OqS8BFs 6tE4H3oNnN8O2uOypvcLbq+bLW9p6XsG87inKwL/iQPPJu/lrtJ1P7kuOein Te+NMyEfBsfARmIOmEMOM7vp2MD5c/aLo65BDuePLGxhYuAG5z4/dKam4BzI Bz6uvJd/V7b3ibHfj8LnP6zsK8Q4vktO0CtsCbseEed/VTZ9pcbbk3Mm8sFa 4DHnNj67HjlRMh+ImNrU3Ji2a7Nxle0e+z+iNGaDCy//X76Ibvgh/kgOu13l bxweMjgD7pR+A7FkRdgnuQ52tX/kt+S58H4f/P/Izk9HZGMtmAvG4Vfc20sa X8muDagFsR/6LNhhv5bze3INHvJ87uU18U8TPaB0PEbmFNFzKsfCjsr2ckzd NjMw1pL/M84IetPkfst6ktcj2y96avxAz/3ieT87Z7g3ajRwbqeId/cnY+UP Gt+g96L3r2fjDvsidpMTgS1g7IJsTNg++ew+jZzktdJ+9Z/Iy/gu5zYvuU7o WjmnwbbPr2zX5DecD370fvjSu9nYsSQbP2bHWdEv2TVyVOz2n2G74C92+TvJ /qxpffAFajlGfIRcaVnkSxuJ/3P6SOJ/NNlmelY+23rgFViBD1DfkZuA59jc yPC7TSIHxtax8yHRtzm9cu+EnASsroWvogM5A/F1dMx9FufG+HnQX8R8LfKd L4K+r7StUis/WNmHJ+t83m46pmOP9DO6t4yL5PLozlkRg7HTTytjwJ1N2zR2 t13UsG9n2+oC7aNPYPFcze3TtswhbdvMdU3HVuoPcoNrAo/ALuril8E08byU rQPfQP6D2bn9nLCdvlFfoPtW0RN4K1u33UvHZuzzpMr5LL0//Lr/qpw1O85D ow9+80z44+LsnJzcHJtBH+IjPbgjIr49kR2/+ibnM6wF9ziPW0PnEeHvb2b3 LbC1/mHH2PMemt+qsv8doG89k30+C7NrHuJWt7bzYPLhj5JrCeLOT9uuB8DM r5L7niv7n9n1GDXUL7JrY2LrzGxfnxn+jq32jt4C/WX8ZHTbsZyY/k52DCYW z6rco4CftY9UYYtt9wT6RF8CHTtHbk88mhc9K973DZ6xybnsY9n+Sk6Izy6J cyO+Uidguy8m+yj3x9n1Dhy+rzJ2sQd8bUVgIjiA7mAlv7eUnDHieyA7PwAH L6zcnwOrV2Hz7oHP4Dvy+Q45EXGBe+fuuC9srE/kJWAMdQXxYxfp+Xrl3J66 hDqWenNw9ncuil5cp+T/Aayd3J8iP5mtcY/K53ZE1Hbk0tR0U7JrtqnZsZMY ukN2bQme9opcmPyJ3il1FPXUAPHk5H2Obbv/Dsbwf4Mq2YcT/YSWfYp6/+7S sX5Rct8fXKJP+ZOIBcQE+pf8L4EaHBnfxxkOitz62ey9smf8p57sw0OTe+3k QOS+1Gyc1UPZPZ/xUbOPCxp9JkYtjhzyWXCX3GxSy++YJ15tHjkVvV+wcWWv OLsvTX+au1sU94cOQ1teg13MivXExtVCPt85JuhpyfR1kndK22tPbrtG477A YfrJ8yLHpve1cFX/K5tnYGUf7Ra5Db5LrkPeuGNyvbFT8p4mRS9uReSw4Al+ TM288n9Jkcdz14dFz/2q5N7FxFV9rdJ96iuT4ySxhtxpTPgd/kcPc1j0RUcl 958P0XhQcv0wUuPw5D74fhr3jDphL41ntmw3rCX/I6ZRp9AjOjPm34n/8byb XBNiz1+V7pud3LT+Z0aviXfnVM6rxsT/Q/ABYtCXUS9jb6+WrsG+I2duO26t oXFGtv0fl/x/DmQ/U7lHiy1hX+NC/mrJWDMgcrwtohbjfzvzStfq74nn6dL9 x0+Sc6hREaPwg47wTXrfyCa/vLN0j2Vh8v8bVvbF246n8FNfdGTbK3nWmNL5 EnnT3dlncpfG/wHPnm+L "]], PolygonBox[CompressedData[" 1:eJwtmHuUllUVxt9v3vF9z/mQEhSVu5jgYinWGCCXIm4OCgxxGYEYMSCBBAsQ h3ERpFlIuAwVh/ICI2gIKtdBahXgQg0ykbQEURgEhNIgUwvzkjr9Hh/+2Ovb ++zLOe8+5+z9nK/DpBkjf1iSJElWSJJSfvfGJFkGc1aaJBUhSRqzJHkG3TcY m4dud54kw7C7EXk1cj369+Hfg9oWk6QaGnVGkmzHphT/zej/jW4kk/wE36no 74BvAQ1ArkLuiv0O7C9BPhf579hn0EP4DiXGPmz7QkPgl0LfYT2V6O9h/kZ8 1iZe8z7kAdBB9HuIWUus7yEvxrc1VIFtA/51fFsJNgfhZzLWD98mjJUjl2B/ L7oX8F+C//3IVejHoH8EfS3yWOQLmXMxvtOxGYxtOfIO5HOgfQXHvBXbL6E/ Aj8f/97IN+TOZYrck3iPRefyJOtri9yAvpp4N0O34/s3xtZgO56YW8jHheiP w1+Jz+34rofmwF+M/7poEj8U/x/g/wLyUvSRGAOJ1YcYdaXOaQF5AHIH1j6K sbuj59TcG5jjEHMdYuxsdAsY+zm6j/F5mljzlGN830RehTwV+Q34IrSHeOvw eRvfwfi0x3cWNosy50y505lph65l5r2cx3o2ohuZ+SysZOwg/r9FPqX8Q0uU q6K/bSrxatD9gfk+Y+5V6A+jX0uMhFjP8PMkfP/MugbGcmyPYnMLfCM+R+Cb MFZe4jVr7dW5c9uM+MOQT2CzAXmu8ovuWp1/5p+OfgP6Mug5dN2gryk32F+G 7i7idWfuGtZ7qMRzzM19BnQWatH3gq9hbBDxy6GfIq+E6rDtAK2APxCdixXQ 6/D/0J7D1xLjReb7PfJC5DLsZyP3hkrRLSP+J8R+CrkL8nzkzfBvRe/NvYz9 CXlx9N4PQX4AuSPym/Aryc9FugvQNehHMLYc/ff5nnK+vzvxthL/POS30DeF HuZ7pyAPRN8J/Rb0PfHfztp2E+9M5EpsxpV4jy5H/ib6z1PXGNWau5mjv9YC rUP+J/Im+M1aL/JO5bTgO31CtQBqlfqO6q4+qZqBfgL6VqzlMPpfp645v2O+ xcj9kH8FPYHtGsZqtH+s+VL4/cRYTqzLkSvgK6F+xPsUukZ3CZoEPwqfX0af SZ1N1YT7otestd8Pvcxcz0P3wC+BVmXeQ+1ld+J3Yb5jqgGp7/hW9C8F+54D jYAflrt21ULXq/4ydh+6pdBq7Ecjn596j7RXuoO6i/rmI/Ah+OzrjOmsPYJP /4LvjO7O88j1qXOsXPfDpg22raFridcHuRX8MWI003kL3ssyaAm+1dBkfDtC 04LXrLUrx+PQ9cS/Jf7nQ+OINxJ9i9R7XIX+QagHsU5A29HNyl3r/wLdhv3N p8+v7tSc4Ds/9fR804P3UHs5HPtb8R2Yu7fcCX0X/2nomxN7BvQo9pOD75bG rlfuM98l5VS5nYLcpOA9rkNer3iJv6Equsar1itn7ygf2K9OvYfaS90J3Q2N HUdeCPWCXwjVYbsPeSyxlyPvh381mJ/Pmjbh+z/kHalzqtyq5qv2a0/GM/8r wb10NGOb0P0i+qxXIt8Ff6l6FvIi5NfQt4E6sp4KnXnZZr7r50GVxPok2FZz fgo/MbPtUOhB5J6Za1kBeSf+CXQdP88hF+Bvyz23eoh6ySDkC1hre2hCdA9V L22LzVz0I9B3QtcRmqxezdizxHqYNb+cu2erd+tMPKBvL7r2FqCuqr/Be6k9 qoL/L7QtdU/aj/3T0PSC1zCR+HvRFwrOuXJfw1gPdLOxvxPbtzPXuq4aU//L fbfVc9R79iOvKXGP7Yx8Q2Ys0B6aQLxJyMNS98CjyGOglqlr0lj414NroTDH geCcK/df3Fn46zJjEWEaYRudaZ3tKTrvuluZa69iKnZadO+ZBq3X3VZNTN0z /sxaT0DbStwTuqK7AvoZ8zcy9izf99XgXqUc3II8M3pvypBnwR/GfyP6duzB VczVRWvA/z3G6tFvgn5UaowirLIzuJeqpjyq/cqdy69DN6l3Ijct8R3SXVKP Uq/qhP1NqmWZa4kw21bki6H/6O7jvwX/TviUMdcC7bHyKXxErMexP6DaiE0D uhbYvJ+5RqlWHdcdh38p99kqou9W9JnU2VQPK0f3QXBtvYN4e/Evj649R3WG hFWie6d64lfgP8iMjZSjC5A3R69FZ+Qp4Ql8Pk69Bydz9xD1EmGu1+Dfzd37 P8KmB/IV0IepfeT7Sua16A6fYm1nB3+L7vBvcmNEYUXdGd0d9RD1EmGaJ3L3 MPUyYWph628Jj6HrDfUR/mO+XfB/ZY5mwpLEWKb868xGYwZhB2HG3cgTg8+6 MP/VmfdEezODsXp0Vxd9VuqJMQj+xtPnV2dmsL4lGtvpDCyAb038S7D/sXKE bd+i9057qr3tXvReCYMLi7eJPiva47bRGFRYVD25IRqjCas1h76t2hB9lnVG N8IPD9ZtI/4Z8FcylpcaowurC/ML+58JDQo+szq7wnjCesJkwmZ608zJXbNU u4T5hyNfFeyrN4jeIsL0wvbCYL3gP4RGJ65RHwmbRd9d1dBUa8HnVGqM9E5u jCysrJ6n3rcgc647QzPUnzN/izD5G9EYV1i3ud5Y0TVt9mn/amGfzFhPGERY ZAXyotSYTditNvNe6I3StOgepV4lDPSq3oKZ757eZHqbTct9lnSG5qMfDbUo NcaNus/BvUk1d3zmHqJeohqpWjk8+m14ljBlNKYStlKMMdrPaN0XPTP4Tam3 pd6Qektelvtb9Q07hP+isYUwhbBFfe5eKswi7NItuPYpx8r1UL3JSv2G0luq MbiXqYaqlrYuGksIQ65F/jy4FmsPP9PZzo1VhBkHE+tfwdhUPUe9Z2bwXqnm Vqj+BvdOYdwv4zskGiurpqm2FXPXAtUA1QJhLmEvYei+6N7NfDdVE1Ubdcd0 1/SmGqLeGowt9SbQ20BvPL31dMbbCZ9H127d8XOlj35b6w7qLp4MxkrC1LuY a1d0bdCb5o/R/wHovwDlrDP2L0bXRtWUPfB7grGo3kh6Kx2L7tXC+Mej34h6 K6rnT0H+PxlUBhY= "]]}]}, {RGBColor[0.9069208686945609, 0.6373021717364021, 0.3114546929531386], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxFWHtwldUR/+733Xu+c64MTkCoKFISHlqUKFV0Wk1UArY+sJbKIJHUASQI iAiItmA7JCkyKiIQRCGAGnzBjIlBiolAYRQfnWkpKWgCOk3wAfQ1dqShahzt 75ffdvrHN3vunj179uzZ/e2eWzht3oR74iiK3slEUQLamo2imWAMwu9F+M7D 71mghzH550T8Yh9F+0D3Bs0PMpkufCX4mqCnK42iy6HnMsjOAm3F2jrMzQW/ BL//AxqDtxprH4P8dshtw/xvoXNrrPF94B+A3CqMP3TYH7LvmA3dsWzg2j9i zTrM/QH0jiB7xmLduJzsGw2Zi1LZ9xLoeMicCX4baAe+x6Bzv9e5D5v+AvAP YXzcyU6e5U3wh4D/MX4XBZ31NP0A/UeCxkdBb8Ie51Ae9H7QS2DHVZjrBC3G dwXGI1PJc92NJt8fNuQTnWUT7yTIP2+D9gZ/DG3GmoX5KGrAfD314xuLtTWQ yUGmJCs7fxU0no359zG+ErzNTn6kP7/1sn9kTvc1N9a5msC7HnMfgx6wfTl+ GTI56PsUXzV4KfS+C/5orzs5A3rW2P0/BZlXItH1NqYPOKYfjifabwfGlVjf D3Qe7FoadMb50D0J8y9aDLwB/krwr4DM/Fhj7j0nlr33QKYdcxnscVFee3Bv 3ssU6LoQcgug4xl8leA/y/sPisneoF3gncb3fcifhuy9ZltLrHtnjH0E/evB y0N+RE6+qAd/OPhzMX4paB/mCO05lZEdvzM/lFictEPmc4xPZLQH9xoBWpWR H34CmdvzilXGLPOHNlwK+nWsuKc9xU6+2QiZlfimgr8WNjxkvlueKj+6Tf9Q zH0C24aBfua13wHoKM8rJm8D3ZWRf4tBn4XMzyD/NOj6VL4+BlqBs7iMfFWE +cJENi+3fYd52TIpI7n+jBXmDWTOxx4/x/oNsKEv5DMYX4NxAcbfQq4U4yWg o/HVQv5r6NqL8Vf0gfHp8/VO/l8LfWdh7lPs149nwvoy8O8D/6+Q/ZL2ZBSz NYnitsELR5K8fE8f0T8vgLcy0R2tSIQJvLuVTv5YgnX/AG9e/H8/MQY5dyvs H4Lf34XMjlh4x9i91O5uOuZPgg7FHovBvzNofDP4D2WlizoZM8QLxo3PCguY 72O8MPNao+QTH85MlJ/MzRcMa54HbQPtm0gf9yd+MWaIqfQJ42ZcorvhvTBm D1ncVqW6u1dx7t2IixU5yV1o+MnY5F1RJ3HGJcId2sP7zBmfmNHb7KdfV5hv B4Kei+8ajH8IXb2h/8q8MOyE5cs8r3tb5pQTqywvnoff5mCP50Br8U0Ff02Q b8kfB5ljWOvBn4a1x71q2BtOMVKPfcszyldiPfGqPFEu9Oi3vKiHzsZY+Uyf NHqNiSVvOumk7hng7U9k3yuMrUR1cCnOtDonjK7Bmlshdx3WPQm95dh7oPl2 I+SHQuYBw3APnS2QWQaZZtDpGa1l/kyA7GTwR0G+OpaeGRnl6JZENW446MKs 6ixjkTE50WoLbaN/qrBvdU71rz42mUj4PcN8wn1577SNvqBPiBkt0PF6Ivl2 zLfhm4+58612f+a0P+O/znTsNj2ZIF9FQb5pZh3E78FOWPI47NyVaI/Fhh0V dl5iRoXhM/N7bFaxQiwmJh9zwgmOJ9oZqZ/3wPiqNHv+7WX/IScsbLT6wZyg z5kXjHXaTZ/vt7xmfv8Naxsx95YTfpeZDewvGA/0P+9zt+ULa9Fe89U+Jz9d kJeN5A8A/Q309gIdntc+LSY/IhEuEBMaczo/5dijEJfqoa8I32WQfQa8hpzk KPM/jGCf5fH9nrYF+YJ2sw9oDarFB0G/ccJA9nQ8E2UYt+3WI7FXIp6csppV Cp0F+L0d9MFEtbAHk7Oqc1eZ3CnLZfYG7CnZUw1J1Qv81Amf7je9V2OPCDJ9 MH8txkfBOxvjAanG5BHzeC7iSWEqfGGfQkxnP0UbDsbiU+Y1J3yotvz7Iqs7 Ja4R387LC6si67V4N7yjTUF7c9/nUsVhl8XeF9YnUA/3PGr7svdi/jKPiSs8 L/NocSL/s5YxfnlPjGfmx6+zqhHs+Zif7BnXBeX4E6Dbg2RGWrwtNTxhjDBW mCOM8SrLI2Jqg8UAe+htlpfvecXlYS9Z6mEMVNtajokNjYYPqZ2XdWGB9TQV qfqWAosP1tJeWfWN1wfZdQvsbPY6L+PuhiCZYRjP9or3RZDpNux52fKacUvf sI6+a75akKhHZH/EestaznrAnvGE8TuDavYx0O8F8S8I6mXY0/bEWZDNt4CO DKrfxUF3zLtelqqHbrBzMHZXWN1/Dfwa7NcMujMV5vb1wlzWEtaRRV69wyM4 13tOeNoraJ5yzM+mVPj3PmT7eOVOAWhRXrE0OC9dxFzKLXXqtdhzrbEax1hm nNPvPW8r68F4R8QqruW97fGS2eDUr9Cnj1uvVG29E8/dZnHycKzc4PqOnGSo n7FEGdboIzlhPdftgU2PQn4a332GP6vAa05Ugxeb7nZbyzznPZQ4vX067G6e xO8qrPkR9Cy0WnvS8pXnYo404XcdsRrneNupvv7dCz/rrWaNJz7jbNODcLzR 6nW1+Z9+7fSqj3/xev8w3pdjfIn106O8dNB+xv8/7V2T2v0/bP6hPm93WurV 91ztdYddhgnMI+Yye4AtTn3PW5DpTGXXOtM53Wzb5YWhtZDtjzO0Y/wd0KxX vi3KKx4Zl+yd6Du+I+jTPk75y1wiDl1u98s6SqwqxNqnnHBqMsY7Y+VPk/VG PMsGwwTqIobQL/TPzUF3ONn6NPbZjKGyoH7/NuP3sXzmWuY2c7wbOn4cxKvx umfKMN8Z+9WWO9vs/ct38L+8+rC7oWOLl/7ZGE+OJcMzc99ye2tQH/VyD8Yf 74T18EunN9vFQThUbHgyyuldNwK6JybqmVivWbcn2ni0rQnQlwTVrWxQ78CY G2B5znx/APyM15lKnerSQatN7DFr7IwtqXR3QDb2qqMJ6J+C5L9J1cu0We87 KK+3E99zm716vkqnfOSYeZF64dMYp/XUU+ZVf9pNj7e+kH5hTG219wjrw7mm h7nGvZhv3RYDjKU1Tm+w173eczts7RNW29amystx9nZg79Bib1L2WPQXfXVX UJ4SF+c4xdLGIGwnftOPvwxay3vjG4S1hn3C4FTvn+swf4bdQW0qfOqw/09m Ot3dSS/M4bmIaYydKVnFJ3F0p8X8q972Bj3s1Gt2YfyLoDfyxV4YQaz4CLQX 9vsK4x8E8ejPnpwJqlt1QX0ae7Rh1qc1WC3jWQstR2jLQBtvsLfJVKeec5ut bbb3AmvzvqB36dOpegj25HwDbU5VCzel+g+jyHKh1f4To+xd9l9KpdWZcqsp u6yOci++Eeosnj8IyrEJsKfM/i+bmVd94vpSw3vmySzrmdg7bYd8hVMM1NL/ 1mOw12D97TScZ9xstfdmtb3hxwS949kbMTfPsf/7PnHCnCOGO5R50DCtw3Ty 3sc7+f1e65seNby9welsd4Pf6lSTPsf4Ti9fzeD+QfuudrKvw/77utHrLX2T ven4nutntWiS1dkTXnvtsd6T+MP8Z4wssbPc7nXXU7zeyvQtseu/HyKXpw== "]], PolygonBox[CompressedData[" 1:eJwtl3mwjmUYxt/ve493+RJJFMXgHAohFSpFg1MNRSljSTWRfc9SaXOIpoWK snQkS6hmUmRwKAyhjWyD9Ic9tExNocKk39X1/XHPd1/PvTzP+zz39tXuNazz 0GwQBLuhAmhVGgQTYf5hsVESBLPjIBgVeK0MWSn0MPz1rNWKguBecCXwPvQL 0J8H7gvuhHwrtgOh28DlQn6Rl0c+H91ZmSA4jP128Czk15ULgiJ0f2PtQ2Qf oFMdWV3oKLZLWasN/3IuCN5AtwVrd4E34vNV+CnQAmyXgx+Hb4D+aPH4bIf/ tlAJ+jOx/x77EcjXo9+LtVe0F9QB3ReRj0feEvkeZI3QeQ7bAchnIO8NNYcv g55CvpI91qDbGJqC7rvg+9m/C9QP3BidX0LrSHcV9hOwnc9aGfIR4Db4rwBu j3xj7LMUc38b4GtxnjPI/4ZWof8+a6fxtRT5YviJrNXN+M6WYf8++w1Bdyp4 gM4CVcV3MfQQuofBC+AT5IfgJyS+yxJoRmSf8l0eH+3x9Sb0KOd5FP1p8ONj 803RKUb/GagmuCE6H+MrhPZmfee6e51ZZ3+AtQngusi7Zh1TjZG9FvnuvoJW ITuEziDkQ5EfjB0Tio0xrC2C76g1/J0AX4F+Fe7nmOILmoWvb6Cx+CpE/gW6 X+exbB7j/LVzjl3daR34Xfgo5dsLWWuH7s/gT8ADsPkM/FCc/zZoZOo1yWpi /wj4BvAk+AbY3AMf4nNnge9Ed3Na8RH6DDqL7kx31x2d6dj/oZjIy3X2kP02 ZpwzzyJvxdpH6FdUjoG3gUuQ98Dmd2yvAvdANp7zrdD9xn67Ccg/R/5W6r06 g+eA24Cbw+/HRzV009h3P5a15si6xL475Wh/cCedMeMcvw8+mz+fcuA0/DD2 r5LxmRbivzvf30L5wJv1gN+MzRvYZvF/E/K/VA+wfUdvAH9n6tg7ovwGd8Zf 96xjvCG4PjbL4Y+jUx/dTax1wXY1+BSyOyLH1kvQZ8iqQnszzqlxqWuOak8E tYKfC90YOEfnJa4pqi1HFAPwA/HXDb421Av5veAlgWuOas/V6PwYusZ8irxO atsh7F/K3g1YO5P1mXX2vpHv/kqoB/j5yLVkOXQE/WtSf5vsS5BNY60vfAX2 u4X99iM/k/Gd/KDaC9Xg24qRt42dA8qFQtbuAbdO/K263/Pg1eCnwWeh8uBz 4Gr4Wwc+r1xNHVuqeap9xazlVB9Yq4V+H31j6Jo+F93WnLFy6BzPImubOvca YF8d/btZqxg6ZjPw21K/7Xb0v1MtRGcasi9Z+xV+cORY1n33Rr8JdA7d89B1 8E0T85OxOYV+T8U8uj2V7/j7E1wWOsd2R/YhX92hQZHvXHcvmwcTx5zuRs2u NfaXQDtlCx1Hv1r+PpWTOyL3QPXCk+Bz4JPgJaFrxGbwxNi9pDz0Quyep973 Ongb/KHIvU5vehF7bQCPzrjnHMfXOtbWg4eD18MXQFtC15AlyHdFjnV9o761 V/779CaPwV8a+1sU47cmrvmq/crJ/vAdU/cy5bBy+f9vQHcY+82JbSPbDD4q x85R5eoFqBL4Tahf1j2lHraDkdcLHUMD4UugZqFjbCrys4ljK0M87AOPy8tV c8bDT0vci1Rzl0auuaq9XVVD2Gt44lqqnjYMfllkmXpQTeJzqmJSd6kZAPwB eF3gHPkQflPiWWAR5z2o2hO5tukMOkvLnHOrFP2LkU+P3Wt26XtTx5hiTTVr S+o9tJfeJFTuR9ZVzCh2bgN/EniG2QGuAO0InePKdeW4cl09bxL8MWhF1j1u nHIpce2uBF2q2IvcazTzFOGrW861VHsUYnshcWx9oTtGHqTmdSe6G8WwYllv 9hZ4WWzfRaguhW+BfApnHcHaXPAdqXNdNVO1s1Xqt1eNVy+6PXVsCKv2t4vd +1SDVItOJJ51FNMb8d02ca6rxreBvzbnWFDNVu1uljj3dYYN2H+rNyhwzVHt eS92b1IPmRn5jfRWutOKmkUizy59oFL0R+c8e7aDxmCbJObXsl8Mf3Pq2qea o9pzPp//2nMrsiJ0Fmc84y0DP5F6dlQNehL+UOpYUowp1t6O3Fs1c2j26Jdz LW6GvCz2zKbZbRDyhdj2Tl2btbZWtU8zUz4elTvvpdZVzVHtmY98cuiZVrPt 7NS1TDOrZte1ef8fs/YT8t3SCT3jadY7kPgsmvEOwu9J/PbS2Zt45tTseYz9 LgNfAx5Z4JxuD78psm/VONW6o5Fn8X3ag7O0iXy3OuMBcJXEvtRTa2j+jV3L 1AObgkflPHurh47MOeYUe5qZNDstjD3bqaeot9TLuZbqP8bVOdd41Xr15AXs dXnqs+jN9HaKAcWCZqAZqWd05Z6+Sd/WJPWsrhr7b+QZQbOCZvCVsXuueq9y UrmpHi6sHq9er56m3qY3W8Ne78SunZrpG6We2TW7q+d1gP8PYSGlfQ== "]]}]}, {RGBColor[0.9446282906516955, 0.7315707266292388, 0.4283477010202561], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxFV1lsVlUQvv/9b89dEJAt2qiRUiwtOxabWFAWjeLygFBUQAFppQVLKW1F iAIiiIkRFBAhitAaIFYwStBCiYmsYqIWMIbAgwmIUGpExVCISKvfxzfGh5OZ O2fOnNnn3Kzpc8ZV+J7nPZHyvDTguAzPqwZhFNZkEOqxRoH+HWAOaK+Br9F5 3gzA3aHnrQM+FPjSCN9Y88H3JmiNwBcAfwt4flr4asgpDjyvCHgNznwMuA2r M/CZiedlQv7DkNkA2g7o8RTgpQzhY3H2Q/DNAk8WYIfY85qwf9pJL+pX4knv u7D/CfAa4CeBF2A9CbzF8EzotgxwM2R0j2QLbWrxRS/C2TLc+Uwg+6tB+8j8 MCQtG2mLB55/AtmyOZK+FZDTH3LnAV/hZBNtvB/sc8FfifW02Vca6MyWSLQ5 TvdMtrvohylp2Z4NOJUL+OJEOmU52d1ktp83O2ljR6wSrHzQOwFWGd6GO6eb Xe2Aj/vaWx7Kr2cAJ4BWmZIO3CMP5fEc90jnd7XxTKVMO3MOsNiXT1sBdwIu As8+J37qnhdrL8/spk+yDc61WE+xb+J1kXKmFrAsEA/PlTrlzibQy2PlwSTo n4f9oWnFnrEpshxbiLPl4Pkgpdgyxt2A98P5QaBPw9miROcnAHbPUL4x73rh +wrOZAHOBv/tlIf79zrJWg/6UcYypVj0dPLLe9DrSFpxYu1chLwKk0kf0VeM D/OkxJeezIvPLA92gFZmOt8IWbX0MWQvweoFPBe0xlgyN0D/E4Hw3imdob3k e9n4z4JnYihf0WeLneLeCXjnWDZ0BOwIeCKl2l6Tkr3MPcJaw2kr+Xme9tMP G3B2mvmWObYnJV2WesqP6ZZL/WLtteH+LrFsfMf0P5mWf3LTsoF3ZmEvxt6D sWjkJ/2hUL5j/zjmVL+s7+ecYlvM3ADPCJxdhLOZwAPgo4GvALzTapl5wlru ZPo2ms60qc3qZbdTTfVMlFvMsTrwNDv5hPGhfcwT8vVNJHOMU91cC+SDrwLV HmtrQKS7duNsO/guQOYg4MNB/wH0rtTdqZ9tAZ4dWp0zP8F3HPzdrN/sMZ0z Y/kwTKRjvum5IxLPNcjLiBXXH53qkPXYF7BPIj1zEvksxNlDKflpiPmK/SzT cvUFo/PeX51yomus3GEObfSU4/QvfcsYks68Yr6zh9ZYX6ZP66zndLR+1Wr6 897nwT8oQ/ZPSoRPTNSfqu0M6/W41WGUlv7UgXEpMZ4jvvQjfYbplW/zIjdD eoxPhI8DLIA9lyEnhu9LsB4DvQr0v2LF8ipgdoZ0pZ7nUpJFm9iz11i9TLO6 Zl7ODNTL+P1pJJ56yLnqqxc1sLbgz13Yv4j9mVi9WRfm2ypfPnwF9MGs70iy Pjf51IU6c++PSPQmyFttM25+SvrUW5/ZGmo+9gZ0sfSeC/5HOBfY32PpfMl6 MnNgu801zrJLNs+aI9H3O+XFPMsN8jTYLCsMlNsrPfUa9pBh8GcKd/3OfLL8 Zf9lHyh0snk5eNKB8qDO5l2B5Uxhor67BjJ+DhQDvgPawPtbWncNjoV74NkV KXcHgrY2VP2yjv92qkfWJX181nog3xXV9rZg/eyxHrY0VF7ttndOq/mcscq2 eX3FaQ7m2vuIucI8oT2066ZQs26KnRkQy2fvg16d6E1Wk+h90idQ7HpbvI6C 90WsYaA/C9oswFW+4jIC9K+BXwb9pUg1vJAz1HKJObUXPG/gzJeWe8Q5r1k3 IwPV/qNOvbgC/B1ASwL5ZUksv1RBfo9QddUWqiaqrK5O4ey3rB3wdoUNZ7DX JVF9bvUVM+bCIV8xoizKTOOu/jaXOZ9bQ/H4gGNi6fA65Ax0mql3ROr1zP1y Jx9kmh9mJfo+6GTXvYFqf0usetgPmb0C4fNtZi4JFLOGWPhgp95CvTnvjoC+ DvSmWG+udwPFgz6jzw+ZfTlm4+xY32ec+t8604GzmjOPeX7Y3oOsx2OxZN7D ORbKR8Otxlm35OEMrLX5yBjz3iuAQ5xiuMnqqc36CevmvNUL64b6cq5UW54z t2lzq70Z2n2dXWk9rcD4/UB1SDnL7L34KvtGotm5zGrBNx7Grd3k8K4Olj98 I9AWxoyxZEzHOu0RZ91xVlMOayrHqZ7eDvU/wfnNOqq3WcaZdirUm+l0qLlT bO9zxpz5SZ9/EarfP2Dz9qr5h/af+8/GSHCE6cO85b5veTgSd93m9N7tAd5b sH4BfmukucY7OR8XgO9unC0O5UvivIt5zXsZJ/Zgvq1HWS0UWt0RDjOcM4ff 9CF7LXsx++3oSHPuPvv/KLXcYJ4x33rg/lzQLvj6r2G+Ndob54DTP9h5+x9q sfxnvV6wf72dNo+o5077Js7+zLylnGZf9cOz50Pxs3ZJZz9iDdbEOtvi9I/B Glps/zuHTee1vnSlnrw/L5AO651ydzPOlcWiTwD+k9Pb+oZY+q81GyudeunW SPfx3hzw3GxzJdP64vW+g1Uaq6+ODzVHmWurnPIu3/r5LssZ5s528Fdhb1us mLf4/+tcZfpzbjebPw9aP9oXqtewzxwAPBhK52+c/mn4HuB8ZAxn2ttgpdOc 4rwqt/+p6+/+tP5n+BbeGCqmnF3dEs2/7oDf2zuf7/0yk0n5nOfN1hsr7U3E 3OO/AWXz34I6Ubc/ce+/Zmr2fQ== "]], PolygonBox[CompressedData[" 1:eJwtlmuQz2UUx3/7/6/fTRG7Qpexu2rtUq6rmajcmlBehNXIVGpt7GARuhEl ypvckkjurDHRlFHLNtOUJL0oS1MmL5qhi0slaUaiduvz7ft/ceZ3znMuz+85 zznf8xRXTR81LRMEwTtQPtQYBkF9NggegrbFQXAtdBqDYpT3RUHQKwmC8+jq 84LgL2yjNAiOI9+EHMKvwKYa+47QcPj92C/B91lsGojVPhdvL/IR/DdjMxP5 W/z7IW9BnoU8qgVf4n2IfDf/tQv70/gOh66GT4hZjO5OfNbCj8VnJHxb1r4m 1ufIA9h7Hva9s/4H/ctA5Ah5APJUbJdDE7A9Bd2I/+vINfC7oRPwH+HzCrZX kLvju421J+GzrHWA78TaOeQy5ErkLPKgjPOZgV/P2kL4Bv5pA/x1rJ1F/zN0 Pfwy1qrgx+NfxP5HkSuxn4m8i72bkBvR34U8BX4rNFv/S7w7sD+Czdk85+Ao fDP6DfivRm5EfjNx7BmygZ/Pnn04fwX0PHxf1i7CdybfMb5roMnEL0QeQP7n YNMr6xw+B78W/VT084jZLbSPfJ9Bvw/9J6Hvaid0KjaJfxs6gG4icmfVC1QD PyknPwLNQL8z8dmV0yJ064ivAr2g/IfOuXKfgQZhOzf3f09DS9EPQY6zzoFy cThxLlQzqp3ByPnIPcnHi8hT8SmAfx/978jToDL4TqzVwo8hB+Wc7zjySPje rDVl3AN5xB+UqyftOTh2TpQbxRgBvy/x3esMDfAv4TMGvgqb9cjF2MxC/wBr Q+F7sHYu11+Xke+B+nCWauSFkWtQtSibZnRDE/dCBfrVyDfHztUO5MXY98n9 bzNUAT8H+37Yj+RM1cpP6LO/B52Pfee6e/V0B2wLkX/Evi/xroGvi1zbqrnt 6m9oBbEnY7MV+7+hQ/Bv4V9L7DJi7sF2AWv16EpYm5DvnlPvLUF+Kus7VK3N TP1vS7UH+naxe3MiMQrhtxCjBv+Hsa9DXhj77Clrw9CdjNy7W1h7A344ay3z jSnClib2+yDPe96Cblno2tX+qqX+7H8Evpr9+8HfGxnL/j9j6piKXQK9gO9V xGjEfjHyN8jLQ2Odeky9Ni00lionyo0wU3fbg3hn1MupsU6YsUB4Fbr2VkLv xq4R1UqTair1nepui6GX4cdBpfhuh2qxPYD8KnwJ9iPgb4iNNcIUYcsVbD5D 1wr/X+CLUtfWJdZK4BeFxnLlaDe+j0b+1z3QbOzbQnXojnGmQtVval9hmLCs fWQsF2a1g78UGYsHYlMLX5DYVxgjrBnGfv9q8JCDbsTayNr8wJj7sWob+iKX 32Ohe169rx7uGLkn1Ztl+I9WLlPzwkhhZVXi2aUZolnyXejcjidmqHkAHcx4 ZhSgb5U4t6qB1ol7Rr0jm4vo2xD/B+L9hE1/YrVLnHvl5FfkJ0LHFqYJ26aH rlXJwj6dQWfRnX2lu0ucW/XIJXTzE8+mg5qn6B9kvx4tPHPWoP+DGKvgF6E/ GnrmafadQe6M/WvQeM66CXkVfAD9ljUGCLtWhMa+P1m7TfmNzGsGaBZcztXn 7ZrZiWtOtfeY7iP0DNEs+Qe5C7rS1LwwbVHknlXvas+e2HZlz4sZ32kv/E+F /jfN2DaJMU/Y10yM8tQYJCxSj6vXt8eeDXqT6G2SsvZl1j33fWiMEdYIQ/cL WyL/u84r7NOM1KwUhhUQv2doLNIM0ywrys1v1dgJdDsSzyblsDT0Heuu9UbR W2Vd4lxoZkxBty3xXajn6uDPxJ51rVmbhP5xfPrnG3OFvcJQYalqqC38IeEP chfkSYnfEHpL6I4/1ayAynPzUG+NssTYo5yWw++LjI2aEXsjY5DqSz41iWe8 Zr1mWCX7jY68l94geosIs4XdepPpbbYx9r9X4rMZflNsXpgt7D4JHc76DnQX F2K/5XQGnUV3qLsUxlxG3z3xbNYb6NbEbxi9ZTQz9RYTRpXk9tdbU5gkbBIm dCXWyshYrD1bJu4J9YZyOjcxZgg79ObU23Ns6l5Qz4xLjTkDc/tpVt8felZo Jmg2/AcrDFnZ "]]}]}, {RGBColor[0.9823357126088301, 0.8258392815220753, 0.5452407090873734], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJxFlklsVmUUhm///v+dJFEZjbqgJSkKpa044IBDdEFRhACaGDdCwRCBtkwS U6QkbV0pAmGhYWNNiRMsgETUYEJwU8CFQyLGhdGQGBGwBYWAVYzvk/cQFzff ueee74zvOec2dHQv6aokSXJjXZLU6zyklxY9Q3rvqybJGTE79XxS83uX6HGi T+pcJvmDuXkDaZKs1/eVopeKv1EyG/Ss1fuB3OdWyYyI1yF6iWSm11vPVNmq y5LkC52zJXtK51z5sEMyj+Wm1+j7H5K9gC/6PizenJDhhA/NeTHon2XvLclO lY7mIknOiX8ttY8d4Seym0J+omS+Ez1e59rMdrHfqTsTpedv8eeWSbJX9Fnx 9uXW86HOB0rHkkmmM3dsXTrX6H2W8vKc9M3Tncdlp0HnV3r6pOc9yRzW87Lk 3xBvnWS79RzX+9d675fMlNzvJ/RM1vsW5bCn5jvL6v0NflpY5kfdu0n+nJae iTrP1jv2Wdirc4wbE9PvK8Y9Oh8uTZ+Sn80V4wAMfKv3Ifip6/Op6G26u1+2 BkV/kznHyKwQv7Fi/mt15o8Ejb/40aZnXWp/V+W2dUlPt+52RdzEtCczr02y 2yTXKvlenTtq1rFL317NHVNPbt7ZiPFMZj+vpsbGkYox84HklhO7+AOy1R/4 PlSz7eWBdXjTJN8QPvfJ1vf1zhu5uqVw/h5VztoK6/9NNk9U7ftifVsl/m7x h2Xrttx5uTXO8xVjj9ruDnq04lyRQ3A3HNjeUphOpX9S5t6YonOXnif0fWZp HIFP7M7Q+0H5ca7wuV0xHKg6/+CGWIiD2hMLPUqv0svYp2b4AObwb0h6Pq86 7+Qc3xujpvQ098E6MjtFH9F5j+60ivdK/n/MSzP3yuY6x3sy7mIX2Tdrjm1v 7njoj96a+TsT0+h+J3F/bIzZQg/0BCbIwUs15wHZ3rg7r+Y8kC9ygQx9SP23 RB8huy18GKvFvEvsb3/4DE6boy+Q5Q7+MF/I277CeOmJu9hZHbbAe1/UqKnm XJFPZin4A3uXgyYnx2LmMHum13yHHmgLjHP3z6jNONV8cWm5Z3UO11kWmadL 43mGZFuqnl3U9zo+xnT+o+e46H8L5/to5G18zBBmCTlkdjO36Z2xiBF/L0f/ UF9kyBlz7PJ1XOkcDT55HYtd0h58dNMn9MLFmJ3sBPof3IP/3sKziRn1iPxp Tl2LC+K/kHlnDZTuReYU/c7MYi4Vkvkhdhf9zcxiRt2eW9/e6IXRiBF/qqVn QL90/Br6sdOYu1en5a4veKKmzBpmzl2F5xr1Xi/eptg3+3PPCPzbIN1vZ54h EyT/Zb37ip5iF7XGPlok/fdVPW83Se5e5ovuXamYBofEigzxooMdDFaPRu+0 Rm/SD9R0Zuq8Ml+5NyfugkfkwMxo4fyPFK4/dwcT46e16lx1Fqafl57NhfV0 hG8tsSOoPzgAG+hrjjl/rYj9nxp3JyKH5PJ40Mwd+u5Y5n5HD1haE3v5Wuae 6YqZS+2xOzs1b13sEuZEd9xlf9NTXZL5q3Bf3ll6NtALzIfe2DU7U+udHD27 PXCBjyORn97UeAIn1DItjbOsdD6bYmb1xJ7aLvkren7RnSb+NTJj75x4yzPX u7t03XpjFp1PvXsmFbaH3ftLzxXwRzyDMbfBD3HgI7Ex25hx9Ck9R9/2RY6R oQb0BDziqMU/1t2FeQOxH+fHrmHn/JQar3lh3QOhn1qi7yPFeqzwDNoq+vXU mP44978deE0y93pj7L5nSuecPU898J1/JXLTEnhbGvONOcfeJd/00O+pd1lN vM9y28U+fUtdFoh/Q2nsLyxdj9OxR/pChl6fUBrjc1M/0EPS/1Bq2ZtL71ry 0J66ZvjH/yB9RFxgfkH0F312teJ+gE/NL8XueDezTnS3hMxQ/FtdDXls48OS 0nuSfTk9/lXGxVx9MHxDH30OXpgbT9WctxWx0/n/BBtgcDj2AnO4IWZ4Q+w7 sMBMnh+zmpo0xZ7iJP+DsVubgl4YuV0kX1aXvvtk5v/wOfHftTIz3aO6HC6c hztyY3Be7BRmb3vYbY9eI9fT4p+VejPLiY240IXOF6X7P0qwn0o= "]], PolygonBox[CompressedData[" 1:eJwllF1oz2EUx5/ff9vv5W83zLxEsq1M29/MvAsX3GxMq43CFTMJe2FmEbPy VkKUC+XGamuzlwtT3qJEynCjZeTCSxOGeRnKS5t8vs7F6XfOc77nPOd3nu85 GeU1pdUx59wmJBkp9J1bzrcbIyfu3O3AuUOec/XIXXwjyMck5z4guZFzf7Cv 4psPvh67K3SuAt9O7A7sDcTPRf/JJbn4xmM/Ad+Y4txR8u8GMw9/CfbGwDDC /kIS6MfAnMJ3E8x3sCe5b4ZnNSSwJ4NpApuJTEIfIcfimN2Rjn6K+FvEzwQ/ B3x5YLXqTt39nnzNntVYh10MPgt7APwq9Bf4U1Ub9gXyZyFfYtavx+SqxX+f 2B5kmPgFxEwl/gH4hejtnNXgq8S+SGwJ+NPOalJt6ql6W4S9DXsNkq16OVuN /hr/OfSZ5Kgi11runIH+mRoyQuuhenmenIvA9iJHPMNsB78+sNg81YA9jD8D fDX1dBN/gLN7MetZJdhS8jU5q6EMfSL+KrC7OJuAnhaZ3sfZWPS3xDRi5xH/ Dr2anNn4ajgr5q5ZYK7hu0NNHv4Mzpbh20b+RvKH+B8mWc2qfR2YlfiaielF XxFYbwqRreCfq9/ge5AUYndij/PszI+Mc+LeIPFTQuOouKp//v/vofVOb5iJ XuBb7ZeQfu5q4OyeZxzbj96KHPTsjh1gx1JDf7L1KA09QJ4lW4/Uq69IImYc +KL5iGyW9M+/0csC4+oZZAv2ntC4WYccFzd8e3vVcB1fJ5iznnG8C30vZ/lJ NhOajdS4zYY4NQp9TGRv8xQZJNd08D+IfYP9EzuIjJvitLitHqqX4qi4qp6p d3qTl75xXFxvoYY+9Hb85Uk243X4/0bG/VIwI+jpkd0tzoq7KdTU6tlMHcSe FlktmjnNXrV66lmPW8j9wbe72qhhCbEF6in4b3rvwN5Ib6UeJ7R78B/SLOO/ QvxQaL3VznrkG2fEHe20ImKXxi23avrk20xoNsQ5cc8FxtUbYPLxXQ7tbYaQ ZHybtT9iNjP7NAu+7YYNSBvYE77VojfSW3WE1hv1rDO0HMqlf9K/KUax2iHa JZoJzYZ6chs7imwWxIFX2LVxq001VJArJ7JdpR6oFzVx26WaSc3m7Mh6px2t XX3Yt9kXZ32wDb7tJs1sFbWMjtsuEcfHoOf7Nsvi0JXIdrJ2s2Z6gPz/AE0b zfc= "]]}]}, {RGBColor[1., 0.95, 0.75], EdgeForm[None], GraphicsGroupBox[{PolygonBox[CompressedData[" 1:eJw1VD1rVEEUnU3em/fmqSTGwlRiIjaaQqKFFvoLFMHKNmsZMBo/2HTRThRs siFtiqBG27cbAqYKW1jGXS0CBiwUBFFIJyqe4zkphrlv5tx7zz33zptozt24 PRRCmMUaxmrlISxg3YF9qAphLwvhMPYfKYQu7J/YR3Dfh30XmF4jhLNYj2BP Rfl9LkL4A9w7YP4mxayN7+J7A/gz2Ldw/tZ3CyX8cf4MMTqZ7nhO7JTjb4Lo OazFIMx7rBnYKw1xYvwx7KO5zrh41sSqbdN3F/eDTDXMI99x3L1A/nVwWob9 BvZ+Ut4nlWLvumbyHW8o5iq4nB6SzfsMseaDzlaMIZY+5MmcxBHzIdM37WO5 vmlPlPK/Wej+Y6bav0fhrlTShbEP9N8fVg9y+Gxjn07iwlzknvm8RuznlfDX o2pjjdSeWh4Bto3vS5Xsi5X06pvD4yieeaWatlwX75j/ADswnv1fakjftnfi 96J0PlGqFsZiPZ+icAX4/07Csz/M03GvHyTNQLNQn1kna2T/iL8XNafEcxZf 4/wW6l0vxYU2ezJpnan3F8Tqwp5DXX3Ya7BPlXoH/2cX+AtJulE/5llyLeRS u3ZqvOn5fJhk/wKfyVy+7BVjj3k+2duTuWZ8J2qeyqR4Lc8zazzqmaFWLb9N vsue3wY5dM3jaVQvWuB/rVL8q9jvR9X9qpQvOdH/ZSnNqT1noO26GLfnd/fV +lCny5X4fAN+plBu9oR9X/RMMs+y559ctq1Pp1St/AdQv3HnYg9HXSNngr58 i/yPsNbpKB2p5/kk3TbMbeB+sW+ce+bKPBsj1pl9XvObnE3Secf/mdpzwpyr fsv/ABtHp+I= "]], PolygonBox[CompressedData[" 1:eJwlkrsvRGEQxWfXvXfvXSQeBSWLSNhCUJDgL/BIVDqxSokVRGgU6FaJXiHx andX1CqtLOWWEuKRbIv4nUwxycycc+bxzddbKC6up82sHwuw98isIzS7IFnL mB0T51Nmd1glNjvKmu2Bl4mXwVuI64FzGolZSPxM3AnnA20Bzgi17rEd8Ddy 7WBt2BTcmNw52Bn6OtgEuVawJ2rsE5fp+QA2jJWIM/BPU86ZVC/qb5rXnCae x3Khz9SMvxu7ttFkNo52JuuzSSPtFXg3+Cr4Tew91buCfcLfIu5Kec9L8CU0 A2mfeQ38OnbtCfgg3D9yj4FrfvDHEt9dO4Rov4mr4Bv0z8MvMk817W+0Aj6U +Fv3MOMc2GzW/Rc0h/AXIt9FO2pX9VRv9fxN/E31trqhbqkb6Vbq8YrfF/tt tUMOP4BfC/xmB5HvrN014xf+bey30Rttg49GPrv+gP6CZtJsqqFa/yAiSXE= "]]}]}}, {{}, TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.5], CapForm["Butt"], LineBox[CompressedData[" 1:eJwl0L1KgmEYxvE78KuPYwisIZAmazCojsA0mtpC1yChL3RxyJYw6DAyba3O I7KxoCGhSIO2KOkHDX/+z3Xd9/O88Garta29iYjYRCcTcZCKuOR9/pmMGOMX C3JX38MVDuVr7prN8rOccb7nXd5OR2T1c5jHg9zHu/nqVMQbr/Gjbp0/5CSf cIJbXOQN5Lx3h1vvnOsbfKb/0s3wNEoom13wsr5upy3fcMI38rokL/G3/pir 8hFXuObeKw+wg1M5b+/FeZE/7Y0wRFMumK8gLT+l/v/dHxELLEI= "]]}, "0.012`"], Annotation[#, 0.012, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.5], CapForm["Butt"], LineBox[CompressedData[" 1:eJwl0jsohWEcx/HH4HBMrrkOLMIxYESxuWRxG5gkkss5LplcFzEpNtlESgws yqiU0WWwKWUhFpN7+ZwM376//+//vJfTe8oGJ7sSKSGENXxFQ3hBVUYIrZEQ YryZFkIbRuV2HuMLu3N519n89BCuzW98ySO6brsiczFKcGM+0h+i1PzgXFS+ 41u7PkyY+znOj/o8fuVszkUOtuybPL9ALkSaHMGKcyfu+5N8Z/0vV/M6z+kX sIhz3Rlv6Jd4GT2u70UnutGFXc9pdCZHzkUmspGFBv2OfT2vmvPlPPxiHM3u OcFLnhXheR7mOR7iGdc8c405cJ3zKVxr/nDPJ7laF8OAPKt/1pfzO1foT+Ua eds+xh1I6OPJ3ykf84Ezqbg3R3g6+W30U7zPV7zHCf62jye/KZa9Xxm3oFL+ jP7/L/4AxOJBeg== "]]}, "0.01`"], Annotation[#, 0.01, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.5], CapForm["Butt"], LineBox[CompressedData[" 1:eJwl0stLVVEYhvGVQl6ym5rkQPRYmQoeibJBGZaBJTaoKKiGCqaYCeokGqTd BAepaGXlpUTD/8AjGIk2CzQHzbXQmhWBRQTRb9Pg4fne91tnsTl7x+rbLt7c EkKYQ2JrCAXpIRQihr4UWfciLYTnOKgrwn39A4zqiuV5Z4Z5RG4xN6SGcIO/ 8xJ/4wm7KW6TG7kJzZjWF+mG3PcYX8y7dBu8m5/oVrGGZ+jSr3M3F9uXRLin FId043bzureI6/7qys2/+RY32B/WH8GmOQkn9VlcqcvkKvkn/0IrTumrcTq6 T162X0KtHJPPmJ+6/5581tzrvzgv15on7DvkTnTL7XKyc0mocmZKfo39+GC/ ghP6C9inu+J313AVw7pJ3d7omZzL5Wq+664uDNgfldP0FZzKCX2f/jY/4hmO 25Vh1H4Mf/Rl+oRuFiO6uO6Arsf8EJ9xR7fDfie247hnOoZBu23ymn06f+IM /shNfNk+312X+B3e63/IK5zLk9G3gQW7RZxDjr6O6/Vvou9CXnB+gxf5K1+P 3je/wksUyv3O5vEeORuz5oRuBnOoid5Tyv9v/R+tU18g "]]}, "0.008`"], Annotation[#, 0.008, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.5], CapForm["Butt"], LineBox[CompressedData[" 1:eJwl01tMznEcx/Ffe8wTc4OJNUxk2dQws7iQTeUiCrmTmIStmRxGLtgcZm0u XFS0arPowuGC9eQwxwuUzeQmKodJZnOeC7nBxus3F++9f9/P9/v7/Q/P/8mq qi3fmRZC+ICu0SFMGxtCiqfzyWQITWNCaEQDbsiPyor5tPoUzqSHsE29niuw AS3yDq6RV3E1tqJdfha9zniK1/p/5WmyEK8hy3fdhPUoXNZLqA+auxLP1t8j r+S9/FGezbORhVmYiTb9HO6y5yr24YTZOtkBzFPPxwKMmH0k68Fi9Xh1gXWC D3ENL5UXYBn+qHvlT1CsnqFeYZ3Bh3k3l8hXYlV8trjXtQf1SjGAes/UH9+d vF6/zHo11mJNfPZ4z2b2O+uYuo7TZUkst2dI9tD6nPUD7uBufisfxkXzl5CH F+qXeIVyc3NlFc7O5Qs4H+83vkO+64xWM5P0W7iJC/Uy9W7rNcqOcAPf4nHy Jfpf+RuSWCS/L8s3065eyKXYJa/FcesUXzOTw9/VmdbvOYMnI1ue4jxZszPm cAl2xG8qvhvr3/G3wC8MqnPda7fZEXWf+gc/45/8mKudV6Y/RV3KW9T3+LO6 W/8T9/AXvsOb9Iv0N3Ihb3f+TR6K7xlv8A7DqDLfypu5jZvtmWp93fxE9YT4 XcXvQJ1CJ/rVA3ge7xPrUGlPI3dyHxfF9538/7/8B03Rexs= "]]}, "0.006`"], Annotation[#, 0.006, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.5], CapForm["Butt"], LineBox[CompressedData[" 1:eJwl1FtMz2Ecx/Efm1MNN8Yix01bNy5IDs2WSTmXpJRTbExzqJzaMMww59Ni DHMYZSiMbmLmxuY4Lhil2MicMxdy2MjrmYt37+f7+TzP0///+/+r//zi7GVt oiiK9+Ni+yiKi4miC9yTd3dApyjahZ24LN8oG8N7zXtwpGMUFZpzeDpysV9+ nBfI83gG8nFYfpqL5IU8D+OtB+K+eyv1FegtfyF7LHuEoV5LMtrqDvAaXVte yyWyUhSH14craHBmk76RW+zpK/vO/fiVbJxuPDIwEROwXb/S712NMty0N1n2 zf4RfNs8TN7VPMq6VbaOi0IvH4kU/Dbfl99DmrmPeax1N97AJZwuz8A4tJqf yp9gsjnRPMl6QHgPvIqnyDORhXYY7Xe/1E1DI7Z5/Q18Sr5Dn2M9HXnIRafw nsJzc9fq8Nw4VhaD9/p3uGt9xvk7fJbv8Qf5A64Inw9X8kP+KK9yxznzbPcl Wb+WvUETcuSDZbN0Q/giLiBbN4hvueOkPT30J/hQ+Bx0CbqbumOy7rKjfJDT dL10N3Tlss6yLkiRj0Sm9Vf9cOsYHsax/AkfkeRMrWyF88tRiq2y+PBdC3fj mznVPXX216PZnGDfVd01PJMlyqrDe8dSe5egTLY4fG+4iv/iD+7Y/4N/ogXP 9L/4IS90fqp+AWfxYvfc4i/hnP4z3+Xm8D3kefZl6As5nRfZf52b9LX6N3yd 33JN+EzsGx2eP6fyQvtruE5fj+doCH9jmGt/Oc8Jz5r3ORNnfdn+rdZbsDk8 Z/MlVGOmeQQXcD6ynZsZ/idwVfi75UeYigLzHj7PG5xZj14x///X/AN4TZtK "]]}, "0.004`"], Annotation[#, 0.004, "Tooltip"]& ], TagBox[ TooltipBox[ {GrayLevel[0], Opacity[0.5], CapForm["Butt"], LineBox[CompressedData[" 1:eJwV0MsrhHEYhuGfjVMNW1EkVsphoxRyKKUUGjVmZeFULNhJThFjZhgrsfMv sDArJbEwlBUb9pbIIWLnmsXdc7/v+zTzfV/t+Hx0riCEsIB4YQiR4hDKkC4K IYUMJkpDGHX7KQnhG21243ZxvqebwS5yuEa37gjSPIUrXOJB/x7bPIEtHOld yFv7G4z63RgO7cvlgdyXHW4R/zvMf+UfppEwt+m88VY5iE/dDyR5j/uXrDZ/ yme9dzkmN92a+SNvkAN41XvBIm92b0EjnsxN8kF31j0mZ/LPK3O4Rr3Ohk6U 3/EhuW6uy78jr5Fr5n5+zvvkqrman/EquWLu5VneJZfNlTzLK+SSuZOf8Kn8 d+Fpz7GDU35sP2nfzpN2KfwDvcFAIA== "]], LineBox[CompressedData[" 1:eJwVz7srxXEYx/HvWTgkzmggCZGF47q7/QGKEs5xK6aDGJzCLLcwuMdsslmQ gYWkGImNWSjKwOsM797P53me76/nVzo03pmKhBDm0ZMVQkE0hBiWskNYRJfe YG4I3fyVE8KAOolms30uxJHZFt95t8Z98rfdNXkD6yjSv+cHbGIbWyjRP7H/ nNlTD6t/vB3hfb0LLtOvQDnG5H79BJI4sHuIa/fc4NE8bq8edbjVa+CACP7s pu2k1L1mKfkYT+pX/Xb9L27hNrTixayDc5CLKBbsTPAkTr0/wzne7V7xJZrc ly9/4gOjWMr8A8dQjB25iH8zt2BZHucSVGFXruTgW1O8Ik9zNWqxJ9dwlvkM r8ppjiOtnuMZnuU8O42ckJsy/+vGN/wD+ulARg== "]]}, "0.002`"], Annotation[#, 0.002, "Tooltip"]& ], {}, {}}}], AspectRatio->1, DisplayFunction->Identity, Frame->True, FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, GridLinesStyle->Directive[ GrayLevel[0.5, 0.4]], Method->{"DefaultBoundaryStyle" -> Automatic}, PlotRange->{{10, 30}, {5, 15}}, PlotRangeClipping->True, PlotRangePadding->{{ Scaled[0.02], Scaled[0.02]}, { Scaled[0.02], Scaled[0.02]}}, Ticks->{Automatic, Automatic}]], "Output", CellChangeTimes->{3.6670349109014893`*^9, 3.667119669785641*^9}] }, Open ]], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Manipulate", "[", "\[IndentingNewLine]", " ", RowBox[{ RowBox[{"Module", "[", RowBox[{ RowBox[{"{", RowBox[{"v", ",", "normalization"}], "}"}], ",", RowBox[{ RowBox[{"v", "=", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{ RowBox[{"\[Sigma]x", "^", "2"}], ",", RowBox[{"\[Rho]", " ", "\[Sigma]x", " ", "\[Sigma]y"}]}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"\[Rho]", " ", "\[Sigma]x", " ", "\[Sigma]y"}], ",", RowBox[{"\[Sigma]y", "^", "2"}]}], "}"}]}], "}"}]}], ";", "\[IndentingNewLine]", RowBox[{"normalization", "=", RowBox[{"1", "/", RowBox[{"(", RowBox[{"2", "Pi", " ", RowBox[{"Sqrt", "[", " ", RowBox[{"Det", "[", "v", "]"}], " ", "]"}]}], ")"}]}]}], ";", RowBox[{"ContourPlot", "[", " ", RowBox[{ RowBox[{"PDF", "[", RowBox[{ RowBox[{"MultinormalDistribution", "[", RowBox[{ RowBox[{"{", RowBox[{"\[Mu]x", ",", "\[Mu]y"}], "}"}], ",", "v"}], "]"}], ",", RowBox[{"{", RowBox[{"x", ",", "y"}], "}"}]}], "]"}], ",", RowBox[{"{", RowBox[{"x", ",", RowBox[{"\[Mu]x", "-", RowBox[{"3", " ", "\[Sigma]x"}]}], ",", RowBox[{"\[Mu]x", "+", RowBox[{"3", " ", "\[Sigma]x"}]}]}], "}"}], ",", RowBox[{"{", RowBox[{"y", ",", RowBox[{"\[Mu]y", "-", RowBox[{"3", " ", "\[Sigma]y"}]}], ",", RowBox[{"\[Mu]y", "+", RowBox[{"3", " ", "\[Sigma]y"}]}]}], "}"}], ",", RowBox[{"Contours", "\[Rule]", RowBox[{"normalization", " ", RowBox[{ RowBox[{"Range", "[", "9", "]"}], "/", "10"}]}]}]}], "]"}]}]}], "]"}], ",", "\[IndentingNewLine]", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"\[Mu]x", ",", "20"}], "}"}], ",", "0", ",", "50"}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"\[Mu]y", ",", "10"}], "}"}], ",", "0", ",", "50"}], "}"}], ",", "\[IndentingNewLine]", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"\[Sigma]x", ",", "4"}], "}"}], ",", "3", ",", "5"}], "}"}], ",", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"\[Sigma]y", ",", "3"}], "}"}], ",", "2", ",", "4"}], "}"}], ",", "\[IndentingNewLine]", RowBox[{"Style", "[", RowBox[{ "\"\\"", ",", "12"}], "]"}], ",", "\[IndentingNewLine]", RowBox[{"{", RowBox[{ RowBox[{"{", RowBox[{"\[Rho]", ",", "0.6"}], "}"}], ",", RowBox[{"-", "0.9"}], ",", "0.9", ",", RowBox[{"Appearance", "\[Rule]", "\"\\""}]}], "}"}]}], "]"}]], "Input", CellChangeTimes->{{3.667034950946454*^9, 3.667035116614328*^9}, { 3.6670351534312525`*^9, 3.6670351955164375`*^9}, {3.6670352320904655`*^9, 3.667035396332366*^9}, {3.6670354328260717`*^9, 3.6670354842127647`*^9}, { 3.667035809035785*^9, 3.667035823375061*^9}, {3.6670361195410028`*^9, 3.667036171863448*^9}, {3.6670362054710674`*^9, 3.667036221089616*^9}, { 3.6670394756089363`*^9, 3.667039510790674*^9}, {3.667039554691573*^9, 3.6670395931570587`*^9}, 3.667039691712372*^9, {3.667118576437687*^9, 3.667118609596895*^9}, {3.6671186719406366`*^9, 3.667118788596425*^9}, { 3.6671189198859835`*^9, 3.667118920033127*^9}, {3.6671190489988537`*^9, 3.667119092755947*^9}, {3.667119204951151*^9, 3.667119209707788*^9}, { 3.66711925477114*^9, 3.667119312117732*^9}, {3.6671193712960234`*^9, 3.6671193861629725`*^9}, {3.667119445019302*^9, 3.667119463919839*^9}, { 3.6671197545934477`*^9, 3.6671197574435377`*^9}}], Cell[BoxData[ TagBox[ StyleBox[ DynamicModuleBox[{$CellContext`\[Mu]x$$ = 20, $CellContext`\[Mu]y$$ = 10, $CellContext`\[Rho]$$ = 0.7180000000000001, $CellContext`\[Sigma]x$$ = 4, $CellContext`\[Sigma]y$$ = 3, Typeset`show$$ = True, Typeset`bookmarkList$$ = {}, Typeset`bookmarkMode$$ = "Menu", Typeset`animator$$, Typeset`animvar$$ = 1, Typeset`name$$ = "\"untitled\"", Typeset`specs$$ = {{{ Hold[$CellContext`\[Mu]x$$], 20}, 0, 50}, {{ Hold[$CellContext`\[Mu]y$$], 10}, 0, 50}, {{ Hold[$CellContext`\[Sigma]x$$], 4}, 3, 5}, {{ Hold[$CellContext`\[Sigma]y$$], 3}, 2, 4}, { Hold[ Style[ "Notice that note only \[Rho], but also \[Sigma]x and \[Sigma]y affect \ the inclination of main axes - keep an eye on the coordinate scales", 12]], Manipulate`Dump`ThisIsNotAControl}, {{ Hold[$CellContext`\[Rho]$$], 0.6}, -0.9, 0.9}}, Typeset`size$$ = { 360., {178., 183.}}, Typeset`update$$ = 0, Typeset`initDone$$, Typeset`skipInitDone$$ = True, $CellContext`\[Mu]x$78965$$ = 0, $CellContext`\[Mu]y$78966$$ = 0, $CellContext`\[Sigma]x$78967$$ = 0, $CellContext`\[Sigma]y$78968$$ = 0, $CellContext`\[Rho]$78969$$ = 0}, DynamicBox[Manipulate`ManipulateBoxes[ 1, StandardForm, "Variables" :> {$CellContext`\[Mu]x$$ = 20, $CellContext`\[Mu]y$$ = 10, $CellContext`\[Rho]$$ = 0.6, $CellContext`\[Sigma]x$$ = 4, $CellContext`\[Sigma]y$$ = 3}, "ControllerVariables" :> { Hold[$CellContext`\[Mu]x$$, $CellContext`\[Mu]x$78965$$, 0], Hold[$CellContext`\[Mu]y$$, $CellContext`\[Mu]y$78966$$, 0], Hold[$CellContext`\[Sigma]x$$, $CellContext`\[Sigma]x$78967$$, 0], Hold[$CellContext`\[Sigma]y$$, $CellContext`\[Sigma]y$78968$$, 0], Hold[$CellContext`\[Rho]$$, $CellContext`\[Rho]$78969$$, 0]}, "OtherVariables" :> { Typeset`show$$, Typeset`bookmarkList$$, Typeset`bookmarkMode$$, Typeset`animator$$, Typeset`animvar$$, Typeset`name$$, Typeset`specs$$, Typeset`size$$, Typeset`update$$, Typeset`initDone$$, Typeset`skipInitDone$$}, "Body" :> Module[{$CellContext`v$, $CellContext`normalization$}, $CellContext`v$ = \ {{$CellContext`\[Sigma]x$$^2, $CellContext`\[Rho]$$ $CellContext`\[Sigma]x$$ \ $CellContext`\[Sigma]y$$}, {$CellContext`\[Rho]$$ $CellContext`\[Sigma]x$$ \ $CellContext`\[Sigma]y$$, $CellContext`\[Sigma]y$$^2}}; \ $CellContext`normalization$ = 1/(2 Pi Sqrt[ Det[$CellContext`v$]]); ContourPlot[ PDF[ MultinormalDistribution[{$CellContext`\[Mu]x$$, \ $CellContext`\[Mu]y$$}, $CellContext`v$], {$CellContext`x, $CellContext`y}], \ {$CellContext`x, $CellContext`\[Mu]x$$ - 3 $CellContext`\[Sigma]x$$, $CellContext`\[Mu]x$$ + 3 $CellContext`\[Sigma]x$$}, {$CellContext`y, \ $CellContext`\[Mu]y$$ - 3 $CellContext`\[Sigma]y$$, $CellContext`\[Mu]y$$ + 3 $CellContext`\[Sigma]y$$}, Contours -> $CellContext`normalization$ (Range[9]/10)]], "Specifications" :> {{{$CellContext`\[Mu]x$$, 20}, 0, 50}, {{$CellContext`\[Mu]y$$, 10}, 0, 50}, {{$CellContext`\[Sigma]x$$, 4}, 3, 5}, {{$CellContext`\[Sigma]y$$, 3}, 2, 4}, Style[ "Notice that note only \[Rho], but also \[Sigma]x and \[Sigma]y \ affect the inclination of main axes - keep an eye on the coordinate scales", 12], {{$CellContext`\[Rho]$$, 0.6}, -0.9, 0.9, Appearance -> "Labeled"}}, "Options" :> {}, "DefaultOptions" :> {}], ImageSizeCache->{411., {297., 304.}}, SingleEvaluation->True], Deinitialization:>None, DynamicModuleValues:>{}, SynchronousInitialization->True, UndoTrackedVariables:>{Typeset`show$$, Typeset`bookmarkMode$$}, UnsavedVariables:>{Typeset`initDone$$}, UntrackedVariables:>{Typeset`size$$}], "Manipulate", Deployed->True, StripOnInput->False], Manipulate`InterpretManipulate[1]]], "Output", CellChangeTimes->{ 3.6670351201469555`*^9, 3.6670354008965735`*^9, {3.6670354689675956`*^9, 3.6670354860997124`*^9}, {3.6670358195117083`*^9, 3.667035824053749*^9}, 3.667036174747569*^9, 3.6670362238896723`*^9, 3.667039516310204*^9, { 3.667039572413421*^9, 3.667039603416235*^9}, 3.667039692460006*^9, 3.667118699073394*^9, {3.6671187831855183`*^9, 3.6671187892120886`*^9}, 3.6671189767271776`*^9, {3.667119054716691*^9, 3.6671190938258004`*^9}, 3.667119210377301*^9, {3.6671192642445483`*^9, 3.6671192742363987`*^9}, 3.667119314364179*^9, 3.667119386808902*^9, 3.667119467953164*^9, 3.6671196701706333`*^9, 3.6671197581981277`*^9}] }, Open ]] }, Open ]] }, WindowSize->{759, 833}, WindowMargins->{{Automatic, 494}, {Automatic, 63}}, FrontEndVersion->"10.2 for Microsoft Windows (64-bit) (July 7, 2015)", StyleDefinitions->"Default.nb" ] (* End of Notebook Content *) (* Internal cache information *) (*CellTagsOutline CellTagsIndex->{} *) (*CellTagsIndex CellTagsIndex->{} *) (*NotebookFileOutline Notebook[{ Cell[CellGroupData[{ Cell[580, 22, 128, 1, 166, "Title"], Cell[CellGroupData[{ Cell[733, 27, 495, 15, 31, "Input"], Cell[1231, 44, 1096, 36, 60, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[2364, 85, 719, 21, 52, "Input"], Cell[3086, 108, 70514, 1200, 376, "Output"] }, Open ]], Cell[CellGroupData[{ Cell[73637, 1313, 3946, 97, 252, "Input"], Cell[77586, 1412, 4666, 83, 651, "Output"] }, Open ]] }, Open ]] } ] *) (* End of internal cache information *)