From 536f5920149d49f5bda9ff4d1c3191451398fccd Mon Sep 17 00:00:00 2001 From: Thomas Robiglio <83019028+thomasrobiglio@users.noreply.github.com> Date: Thu, 19 Oct 2023 18:35:31 +0200 Subject: [PATCH] Minor changes and corrections to tutorials in the API (#479) * minor changes to tutos doc *added missing focus tutorials *added hyperedges in depth tutorial * Minor fixes in tutos * minor fix * minor fixes * recipe for colours of different hyperedges * added missing cell in in depth 2 * corrections by max --- docs/source/api/recipes/recipes.ipynb | 228 ++++++++++++------ .../In Depth 1 - Drawing nodes.ipynb | 49 ++-- .../In Depth 2 - Drawing hyperedges.ipynb | 111 +++++---- .../api/tutorials/XGI in 1 minute.ipynb | 24 +- .../api/tutorials/XGI in 15 minutes.ipynb | 86 ++----- .../api/tutorials/XGI in 5 minutes.ipynb | 102 ++------ docs/source/api/tutorials/case_studies.rst | 2 +- docs/source/api/tutorials/focus_tutorials.rst | 16 ++ docs/source/api/tutorials/in_depth.rst | 3 +- .../simplicial_kuramoto_example.ipynb | 16 +- 10 files changed, 301 insertions(+), 336 deletions(-) diff --git a/docs/source/api/recipes/recipes.ipynb b/docs/source/api/recipes/recipes.ipynb index 3b1bbbf58..c6cdebb71 100644 --- a/docs/source/api/recipes/recipes.ipynb +++ b/docs/source/api/recipes/recipes.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -71,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -82,19 +82,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "image/png": 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", @@ -107,7 +97,7 @@ } ], "source": [ - "plt.plot(eivals)" + "plt.plot(eivals);" ] }, { @@ -121,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -144,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -172,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -205,7 +195,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -225,7 +215,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -252,7 +242,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -289,7 +279,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -320,7 +310,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -332,22 +322,12 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -358,27 +338,17 @@ ], "source": [ "# plot it with all orders\n", - "xgi.draw(H, pos)" + "xgi.draw(H, pos);" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", 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" ] @@ -390,7 +360,7 @@ "source": [ "# plot only edges of order 2\n", "H_order_2 = xgi.subhypergraph(H, edges=H.edges.filterby(\"order\", 2))\n", - "xgi.draw(H_order_2, pos=pos)" + "xgi.draw(H_order_2, pos=pos);" ] }, { @@ -404,22 +374,12 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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+oJjWzbV27VqjSznNTTfdpMrKSm3YsMHoUgDANFxz042X6nNppFqEed61whlp+5WSvEMTJ040upSzTJgwQRs3btTOnTuNLgUATIMw0AS+vj4adEU7o8tosITlCxQdHa077rjD6FLOcvvtt6tt27b64IMPjC4FAEyDMNBEkS1D1LNThNFlNEjqnh0aPny4/P39jS7lLH5+frr11luVkJBgdCkAYBqEAQeI7RKlZiGeMV1QW1OtrMOpio2NNbqU84qNjdWePXtUWeled0EAgLciDDiAn6+PBl3R1ugy6iUj7YCs1jq3DwNWq1W7du0yuhQAMAXCgINEh4eq+8XuP12QcXCv/Pz83GY74blcccUV8vf31/bt240uBQBMgTDgQP26RSks2P3m4X+utKRILVu1UlBQkNGlnFdgYKAiIiJ0/Phxo0sBAFMgDDiQn6+PrnPz6YK6mmqPON0vKCiINQMA4CKEAQeLiQjTZR3CjS7jvCw+PvKEc6ZsNpvhRyQDgFn4GV2AN+rXNUoZ+aUqr6w1upSz+PsHqrLC/T9xl5aW6t1339WqVavUtm1btWvX7rSvJ//xhFEOAHB3hAEnCPD31cCeMVqx9YjRpZylVZsoFRYWqLCwUK1atTK6nHMqKipSYWGhJGnTpk0XfG3r1q3PGRR+/mvNmzeXxWJxRekA4JEIA07SrnUzdW3XUgcyi4wu5TQdu/SQJCUlJemmm24yuJpzO7mLYO7cuQoMDFRmZqaysrLO+lpVVaVjx47p2LFjFzy+ODQ09BcDQ2RkpHx8mDW7kLq6Oi1ZskSrVq1SQUGBbDabWrVqpQEDBmj06NEKDg42ukQAjUQYcKKrL7tImfllqqiuM7qUU6LadlRwSKhbh4GkpCSFhIRo9OjR5103YLfbVVBQoKysrHMGhZNfCwsLVV5erv3792v//v3n7dPPz08xMTHnDAonv8bExJhyWiI3N1dz5szRnDlzlJWVpcsvv1zR0dHy8fHRvn37NHv2bE2ePFm//e1vNWHCBHXq1MnokgE0ELcWOll6XqlWJrnXdMHfn3pQPbt11IL5840u5ZxGjx6t7OxsJSYmNrmtioqKXwwMubm5stls9WqvTZs2FwwMbdu29appiY0bN+r2229XZWWlxowZo/Hjx6t3796nvSYlJUWzZ8/WRx99pKqqKv373/92y3svAJwfYcAF1u3KUGp2sdFlnPLVvA/09bw5ysnOdrt1A0VFRYqJidGzzz6r559/3iV91tXVKTc395xB4cxpifo417TEmV89YVpi3bp1GjZsmPr3768FCxaodevWF3x9eXm5HnzwQS1YsEBz587VPffc46JKATQVYcAFqmvrtCAhRZXVVqNLkSQVFx7T02OH6u9/f02TJk0yupzTvP3225oyZYoyMjIUHR1tdDmn/Hxa4lxB4efTEvXx82mJ861nMHJaIjU1Vf369VNsbKyWLVtW70OqbDabHnzwQc2bN09r167VgAEDnFwpAEcgDLjIkaMl+m57utFlnPLBa0/pWFaKDuzf7zafUO12uy6//HL17t1b//nPf4wup1FOTktcKDA0ZlrifAsfnTUt8cgjj2j58uVKTk5WixYtGvTempoaDRgwQOHh4Vq5cqVD6wLgHIQBF1qzM0OHctxjuiAlebtemzpW8+fP18iRI40uR5K0aNEi3XnnnVq7dq0GDx5sdDlOc3Ja4kKBITMzU9XV1fVqLyws7BcDQ0OmJQoLC9W2bVtNmzZNf/rTnxr1PX755ZcaM2aM9u3bp27dujWqDQCuQxhwoaqaE9MFVTXGTxfY7XbNeOn3yknbp7179yg83NhTEwsLC9WjRw9dddVVWrZsmdcswGusc01LnGs9gyOmJU5+PTkt8dZbb+mpp55SRkaGoqKiGlV/dXW12rVrpzFjxujNN99sVBsAXIcw4GJpOcVavTPD6DIkSUXH8/TihDt1x2236csvvzC0lrFjx2rx4sVKTk5W27bufb+DOzlzWuJcgSEnJ6feR1C3adNG1dXVuuGGGxQfH9+k2iZPnqy4uDhlZLjHn3cA58c5Ay7W6aIW6phbrMO5JUaXopYRkbr7saf10T+f01133WnYdMGiRYv02Wef6eOPPyYINFBISIi6dOmiLl26nPc1Z05LnG96orq6Wvn5+fL399cll1zS5No6duyo/Pz8JrcDwPkIAwa4pnuMco6Xq7rW+OmCATfcph++X6f7x4xRZGSkrrvuOpf2n5iYqPvuu0933XWXxo4d69K+zcLPz0/t2rVTu3btzvuak9MSmZmZGjZsmEOuuA4KClJ1dbVsNpvbLFIFcG78DTVAcKCfBnS/yOgyJEkWi0UPT/mrLrnsSt1663CtW7fOZX0nJCRo+PDhuvrqq/XFF1+Yfp2AkSwWiyIiInTllVcqKipKRUVFTW6zqKhILVq0IAgAHoC/pQbpHNNS7duEGV2GJMk/IFC/e/4ddejSQ/9v2DB9+eWXTr3m2G6369///reGDh2q2NhYLVmyhHPt3Uj37t21evXqJv8ZWL16tbp37+6gqgA4E2HAQNf2bKsAP/f4LQgKDtHvX5yhq665SWPGjNGdd96p3Nxch/dz9OhRjRo1Svfdd5/uvPNOff3112rWrJnD+0HjPf7449q3b5/Wrl3b6DZSU1O1YsUKjRs3znGFAXAadhMY7EBmoRJ+zDK6jNMkbfhOc2dOl4/s+sc/Xtf999/f5JPwampqNHfuXE2ZMkU+Pj6aOXOmRo0a5aCK4Uh2u109e/ZU9+7dFRcX16g2pkyZoo8+/ljZWVkOWX8AwLnc42OpiXVt10ptW7vHdMFJsdfepD/PjFeXXlfr4YcfVvv2HfTcc88pPb3hJyimp6dr2rRpat++vR566CHdeOONSk5OJgi4MYvFookTJ2rhwoVaunRpg9+/detWvTdzpn510wjtOFSoqhr3ubUTwLkxMuAGyiprtDAxVbV19Tui1pWy0w9p7dfztHnVElVVVqh///6nzqyPjY3VxRdffGq+v7KyUunp6UpKStK2bduUlJSkzZs3KzQ0VGPHjtX48eOZQ/YQVqtVv/71r7VixQotXry43tdd79ixQ0OH/j+1aBOjP/71QwUEBinAz0e9LmmjHh0j5OfL5w/AHREG3MS+9AJtSM42uozzqqqs0JZ132jfru+VcWivcjIOX/D1Xbp0Ud++fTVkyBDde++9Cgtzr9EP/LKKigqNGjVKK1eu1LRp0zRu3LjznkhYVFSkTz/9VM89N02RbS/WE3+ZpWYtTr8RMyTIT327RunSmJbsHAHcDGHAjXyzJU3Zx8uNLqNeKivKlH5wr4oLjumzd/6iqspyvfbaa+rfv7+uuuqqBl9uA/dUV1enZ555RjNnzlRdXZ1Gjhype++9V9HR0fLx8dGxY8e0cOFCffHll6qprtHVQ27V/ROeU2BQyHnbbNUsUP26Rat9GxaOAu6CMOBGSitqtDAxRXVWz/otmXz/9SopPK5du3apV69eRpcDJygsLNSnn36qmTNnKiUl5bT/Ft4mStf9v1G6bthItQxvU+82YyJC1a9btFq3YFspYDTCgJvZc+S4Nu3JMbqMBvnj/UNUXHhMO3bsUO/evY0uB05ks9m0eedefbtpn+x2m0LCmqtV6yj5+jb+MNPOMS3Ut2uUwoIDHFgpgIbgOGI3c3mHcKXlFiu3oMLoUurN8tMJc+RK7+fj46Pm4VFqf4njfq8PZhcrLbdY3S+OUO/ObRToz/+WAFdjaa+bsVgsuu6KtvLz9ZwFVicrtdncbzcEHK+0otbhbdps0u6044pbl6If047JauXPEuBKhAE31DwkULFdG3ePvBEYGTCX0opqp7VdXWvVln25iktI0cHsIv5MAS5CGHBTPS6OUGRLT1lYdWJsgJEBcyiprHF6H+WVtVq7K1OLNx5U1rEyp/cHmB1hwE2dmC5oJ18f958u8GFkwDTsdrvKnDBNcD7HS6q0fOthrdh2WAWlVS7rFzAbwoAbaxkWqKsujTS6jF/2U15hZMD7VVTXyWpzfejLzC9TfGKqEn7MVHmV68IIYBaEATd3RafWbr8P22JhZMAsSiucP0VwIQcyixS37oC27s9VTa3V0FoAb0IYcHM+Pid2F/i48e/UyaNlGRnwfqUuWC/wS6w2u344dExx6w8o+fBx2QwYqQC8jRs/YnBSeLMg9e7svtMFjAyYR4nBIwM/V1Vj1ea9OZqfkKK0nGKjywE8GmHAQ1x5SRtFNHfPe+EtrBkwjTI3CgMnlVbUaPXODC3ZdFA5BZ5xtwfgbggDHsKdpwsYGTAPdxoZOFN+UaW+/j5NK5OOqKjMeWchAN7IDR8tOJ+I5sHqdUn9L4JxFdYMmEdZpfuv5E/PK9XCxBQl7s5SBTsPgHohDHiYqzpHqlWzQKPLOM3JMMDIgHers9pUUV1ndBn1YrdL+zMKFbf+gJJSjqq2jp0HwIUQBjzMyekCizudRcTIgCm48xTB+dRZ7dqZmq+49Qe0N52dB8D5EAY8UJsWIbqiU2ujyziFEwjNwR22FTZWZbVVG5NztHBDio4cLTG6HMDtEAY8VJ9LI9UizF3uf2dkwAyMPnDIEYrLavTd9nQt23xIRws955pwwNkIAx7K19dHg65o5xbTBRYf1gyYgTOuLjbK0cIKLdt8SKt2pKu4nJ0HAGHAg0W2DFGPjhFGlyELIwOm4Myri41yOLdECxNTtHFPtio9ZHEk4AyEAQ8X2yVKzUONnS6wsGbAFFxxdbERbDZp75ECxa0/oJ0H81RnJdTCfAgDHs7P10fX9WxraA2MDHg/V19dbITaOpuSDuQpbt0B7c8oINzCVAgDXiA6PFTdLzZuuoA1A97PqKuLjVBRXafE3dlamJiq9LxSo8sBXIIw4CX6dYtSWLC/IX1zAqH384adBA1VVFatlUlH9PWWNOUXs/MA3o0w4CX8fH103RXGTBdwN4H38+QzBpoq53i5lmw8pLW7MkwZimAOhAEvEhMRpss6hLu8X0YGvJ8nnj7oaAezizU/4YA2781RVQ07D+BdCANepn+3KIW6eLqAuwm8nzteXWwEm01KPnxccesO6IdD+ew8gNcgDHgZfz9fDewZ49pOGRnweowMnK6mzqat+49qfkKKUrIKCcLweIQBL9SudTN1bdfSZf35sGbA63nC1cVGKK+s1fofsrRo40FlHmPnATwXYcBLXX3ZRQoJ9HNNZ4wMeDVPurrYKAUlVVqx9YiWbz2s4yWVRpcDNBhhwEsF+PvqWhcdRsSaAe/GFEH9ZR0r06INB7X+h0yVmXgHBjwPYcCLdYhspktjWji9H3YTeDczbytsrJSsIs1fn6It+3JVU2s1uhzgFxEGvNyvujt/uoC7Cbwbe+sbx2qz68e0Y/rvugPaffiYrOw8gBsjDHi5QH8/XdPDubsLTt6izMiAd/Kmq4uNUF1r1fd7czU/IUWHcooIzXBLhAETuDiquS65yHnTBYwMeDdvvLrYCGWVtVqzM1NLNh1S9vEyo8sBTkMYMIkB3S9SUICvU9rm1kLv5q1XFxvlWHGlvtlyWN9uO6zC0iqjywEkEQZMIyjAT9d0d850ASMD3ssMVxcbJSO/TPEbUpW4O0sVVfyMYSzCgIl0uqiFOkY3d3i7P20mYGTAC5np6mIj2O3S/oxCxa0/oKSUo+w8gGEIAyZzTfcYBfo7drqAWwu9FzsJXKPOatfO1HzFrT+gPUeOy0YAg4sRBkwmONBPA7pf5NhGOWfAa3HGgGtV1Vi1aU+OFiSm6HBusdHlwEQIAybUOaalOkQ2c1h73E3gvTh90Bgl5TVatSNDSzcdVG5BudHlwAQIAyZ1TY8YBfg56LefNQNei6uLjZVXVKmvvk/Td9uPqKiMLZ5wHsKASYUG+evqyx0zXcCaAe/FyIB7OHK0VAsTU7QhOVuVXBoFJyAMmFjXdq3UtnVYk9vhbgLvxdXF7sNul/alFyhu/QHtSM1TbR07D+A4hAGTG9gzRv5NnC7g1kLvxNXF7qm2zqbtKXmavz5F+9IL2HkAhyAMmFxYcID6d4tuUhuMDHgnpgjcW0V1nTYkZ2vhhhQdySsxuhx4OMIAdFmHcMVEhDb6/awZ8E5sK/QMxWU1+i4pXV99f0h5RRVGlwMPRRiAJGlgz7by87X88gvPgZEB78SBQ54lt6BCSzcd0uod6Srhcik0EGEAkqRmIQHq18jpAosPawa8EVcXe6a03BItSEjRpj05qqphzQfqhzCAUy7vEK7o8JBGvJORAW/E1cWey2aT9hw5rrh1B7TrYL7qrPzdxIURBnCKxWLRdVc0fLrAh1sLvRJXF3u+mjqbth04qrj1B5SSVcjfUZwXYQCnaR4SqNiuUQ18FyMD3oari71LRVWd1v+QpfgNqcrILzW6HLghwgDO0uPiCEW2DK73631YM+B1uLrYOxWWVuvbbUf0zZY0HSuuNLocuBHCAM5yYrqgnXx96jldwG4Cr8NOAu+Wfbxcizce1LpdGSpjOggiDOA8WoYFqk+XyHq9lnMGvA9nDJhDanax4tYf0Pf7clRdy84DM/MzugC4r54dWystt+Scw4m1tTXKSkvRkdRkpe3/UZK0cuVKRUREKDY2VldeeaVCQhqzMwHugNMHzcNmk3anHVdKZpGu7NxG3TuEy9eXz4lmY7HzcQ4XUFBapcUbU2WzSTarVbu3b9Dar+Zpz/ZNqqurla+vr6KiohUQ4C+r1aqjR4+qpqZGPj4+GjRokCZMmKARI0bI39/f6G8FDbBuV4ZSs4uNLgMGCA32V7+uUbrkohanDhSD9yP+4YLCmwWpd+dI7dy8RtMe+z+98+LvZKkp0T//+Q9t3rxZpaWlysrKVFpamtLT01VaWqqkpCTNnDlTVqtVo0eP1sUXX6xPP/2UaQQPwsiAeZVX1mrtrkwt3nhQ2cfLjC4HLsLIAC6ooKBATzzxB3355Re65ZZb9OKLL6p///71/sTw448/6tVXX9XcuXN16623as6cOWrbtq2Tq0ZT/Xv1Pm4shCSpXZsw9esWrfBmQUaXAiciDOC8Dh8+rJtvvlnHjh3T22+/rd/85jeNHjZcunSpHnvsMdntdn377bfq1auXg6uFo9RZbfr02z1GlwE307VdS/XpEqXQIKb8vBFhAOeUkZGhgQMHyt/fXytXrlSnTp2a3GZ+fr6GDRumw4cPa926derZs6cDKoWjFZRWKT4x1egy4IZ8fSzq0TFCV17SRgH+vkaXAwciDOAs1dXV6t+/v0pKSpSQkKB27do5rO2ioiJdf/31On78uH788Ue1bNnSYW3DMY7klei7pHSjy4AbCwrwVe/Okbq8Q/ipQ8fg2VhAiLO8/PLL2rt3rxYtWuTQICBJLVu21NKlS1VcXKzJkyc7tG04BgcO4ZdU1Vi1eW+O5iekKC2HXSfegDCA0+zYsUOvvvqqnn/+eV155ZVO6aN9+/Z644039PHHH2v58uVO6QONx9XFqK/Sihqt3pmhJZsOKreg3Ohy0ARME+A0o0eP1q5du7R7926nng1gt9s1aNAg2e12JSYmOq0fNNy32w4rI58tZWi4DpHN1K9btFqGBRpdChqIkQGckp2drfj4eE2cONHphwRZLBY9+eST2rBhg3bt2uXUvtAwXF2MxkrPK9XCxBQl7s5SRRUjTJ6EMIBTPvnkEwUEBOiBBx5wSX+33367YmJi9MEHH7ikP/wyri5GU9nt0v6MQsWtP6DtKXmqrbMaXRLqgTCAUxISEjRkyBC1aNHCJf35+/tr+PDhSkhIcEl/+GVcXQxHqbPatSM1T3HrD2hv+nHZ+HPl1ggDkHTiE2FSUpJiY2Nd2m9sbKySk5NVWcnd6u6AnQRwtMpqqzYm52jhhhQdOVpidDk4D8IAJEk5OTnKz89Xnz59XNpvnz59ZLVatXv3bpf2i3Pj6mI4S3FZjb7bnq5lmw8pr6jC6HJwBsIAJEmFhYWSpMjISJf226ZNG0knDiOC8bigCM52tLBCSzcd0uod6Sourza6HPzEz+gC4B6s1hOLfHx9XXvE6Mn+TvYPY5URBuAiabklOpJXom7tw3VV50gFB/I4MhI/fUiSQkJCJEllZa7dX15efuKgkuDgYJf2i3NjZACuZLNJe48UKDWrSL0uaa2eHVvLz5cBayPwU4ckqUOHDgoICFBycrJL+z25VqBbt24u7RfnVlbJtkK4Xm2dTUkH8hS37oAOZBaKs/BcjzAASVJAQIB69eqlpKQkl/ablJSkmJgYRUdHu7RfnK3OalNFdZ3RZcDEKqrrlPBjlhYmpio9r9TockyFMIBT+vXrp/Xr18tms7msz4SEBPXt29dl/eH8mCKAuygqq9bKpCP6ekua8ovZeeAKhAGccu+99yotLU2rV692SX+7d+/Whg0b1LVrV5cGEJwb2wrhbnKOl2vJxkNauyuDMzCcjDCAUwYOHKgrrrhC7733nkv6mzVrlvz8/PSPf/xDl112mWbOnHlqQSFcj//Zwl0dzC7W/IQD2rw3R1U1TGU5A7cW4jT/+te/9Mgjj2jdunUaNGiQ0/rZs2ePrrrqKvXv31+7d+8+dc5Aq1at9Pjjj2vixIlq27at0/rH2TbtydGeI8eNLgO4oAA/H13ZuY26XxzBzgMHIgzgNDabTYMHD1Z2drZ++OEHhYaGOryPuro6XXPNNSotLdWOHTtUV1enTz75RG+99ZYOHjwoSfLz89M999yjSZMmufxURLPi6mJ4ktBgf/XtEqXOMS1ksViMLsfjEatwGh8fH3300UfKycnRhAkTnDKXP23aNCUlJenjjz9WUFCQwsLCNHHiRO3fv1+LFi3SoEGDVFdXpy+++EKxsbG6/vrrtWTJEtYVOBlXF8OTlFfWat0PmVq08aAyj7HzoKkIAzhLly5d9OGHH+rzzz/XE0884bCHsN1u1/Tp0/Xaa6/p9ddf169+9avT/ruvr6/uuOMOrVu3Tlu3btV9990nPz8/rVu3TnfccQfrCpyIq4vhqQpKqrRi6xEt33pYx0u48KyxmCbAeX344Yd67LHHdNddd+n9999X69atG91WWVmZJk+erA8++EAvv/yypk2bVq/3ZWZmasaMGZo9e/Zp6wrGjRun3/3ud6wrcJDyqlr9Z81+o8sAmqxL25bq0yVSYcEBRpfiUQgDuKD4+Hg98sgj8vPz03vvvaeRI0c2eH7uu+++06OPPqq8vDy9/fbbeuSRRxpcR1lZGesKnCi3oFxffZ9mdBmAQ/j6WNSjY4SuvKSNAvxde9+KpyIM4Bfl5uZq3LhxWrx4sbp3767x48drzJgxatmy5XnfU15erv/+97+aOXOmtm3bpsGDB+ujjz7SJZdc0qRarFarli1bpjfeeEPr168/9evXX3+9Jk+erOHDh8vHh9mvhkrJKtT6H7KMLgNwqEB/X/W+tI0ubx8uX3YeXBBhAPVit9u1du1azZw5U/Hx8bLZbLrssssUGxurSy+9VIGBgaqpqdGRI0e0bds2JScny2azadiwYRo/frxTHtLbtm3Tm2++qf/+97+qqzux97hLly568sknNXbsWKfshPBWSSlHtTM13+gyAKcIC/ZXv25R6hTNzoPzIQygwbKysrR8+XIlJSUpKSlJGRkZqq6uVkBAgKKjo9W3b1/FxsZq6NChTR4JqI+MjAzNmDFDc+bMYV1BI63blaHU7GKjywCcqnWLYPXrFqWYiDCjS3E7hAF4DdYVNN7STQeVV8RKbJhD+zZh6tctWq2aBRlditsgDMDrWK1WLV26VG+++SbrCurp36v3cWMhTMVikbq2a6U+l0YqJMjf6HIMRxiAVzvfuoJJkybpgQceYF2BTlxd/Om3e4wuAzCEn69FPTu11hUdW5t65wFhAKZwoXUFEydOVExMjLEFGqigtErxialGlwEYKijAV1ddGqnL2ofLx8d8iwwJAzCVc60r8Pf3P7Wu4KqrrjK4Qtc7klei75LSjS4DcAvNQwPUr2uUOka3MLoUlyIMwJROrit44403lJCQcOrXzbiuYPfhY/p+b67RZQBuJbJlsPp1i1Z0+P+mEtPT0/XWW2/p22+/la+vr/7v//5PTzzxhKKiogys1DEIAzC9k+sK5s2bJ6vVKslc6wq4uhg4v4ujmqlv12hlHk7R9ddfL7vdrlGjRqm2tlbz589XixYtlJCQoI4dOxpdapMQBoCfnFxXMHv2bBUXn9hzb4Z1BVxdDFyYxSK9O+0R1VaVaf369QoPD5ckZWdna8CAAerXr5/mz59vcJVNY45xUKAe2rdvr9dee02ZmZl655131LlzZxUWFupvf/ubOnbsqAceeEA7duwwukyH4+pi4MKO5WZrZ9L3mjZt2qkgIEkxMTH64x//qEWLFqmkpMTACpuOMACcISwsTL///e+1f/9+xcfH67rrrlNtba0+//xz9enTRzfccIOWLl3qsKudjcTVxcCFhQT6yV9VknTOE1U7d+4sq9Xq8WGAaQKgHs61rqBr16568sknPXpdAVcXw6x8fKTgQH+FBfkrJNBPocH+Cg3yV2igv0KC/BUa5KeQQH/5+FhUWlqq6OhoTZ06VX/+859Pa2fChAlauHChMjIy5O/vuYcXEQaABjjXuoLw8PBT9yB42roCri6GN/Lztfz0QPdXaKDf//79p39CAv0UHOjXoEuLnnzySb3//vuaNWuW7r//flmtVn3wwQeaNGmSXnrpJT333HNO/I6cjzAANEJZWZk+/vhjvfXWWzp06JAkzzyvgKuL4WkC/HxOPdzDgv0VHOh34tP9qYe9nwL9/Rzeb3V1tcaOHat58+YpODhYNptN1dXVevzxx/Xee+/J19ezTy8kDABNYLVatWTJEr355punnVcwZMgQTZo0ye3PK+DqYriToADf/316/+nBfuKT/P8e9P5+xj50d+/erZUrV8rHx0fDhw/XpZdeamg9jkIYABxk69atp+5BOHNdwdixYxUSEmJwhWfj6mK4gsUiBQf6/WyY/sSn+pDTfs1Pvr7uG5y9HWEAcDBPWlfA1cVoKh8fnfrkfuIB/79P8SeH7oMD/Ex53r8nIQwATnK+dQX33nuvJk2apN69extboLi6GBfm52s5sco+8PSh+5CfVt2HBfsrKMDx8/NwPcIA4GQXWlcwefJk3XrrrYasK+DqYnML9PdVSJDfaavsTzzw/U49/M18pa/ZEAYAF3KndQVcXey9Qk5tp/vfp/hTD/qfHvp+zM/jZwgDgAEyMjL07rvvas6cOYatK+DqYs9z8qCc0J8W3p3aYhd09kE5QEMQBgADlZaW6pNPPjFkXQFXF7sXX58TB+WEBZ99UM7JofuGHpQD1BdhAHADJ9cVvPHGG0pMTDz1685cV8DVxa7z84Nyfj50f+rh76SDcoD6IgwAbuZ86womTZqkBx54oMHrCux2u7Zu3aqZM2dqzZo1KigokN1uV2hYc3W8rLeuH363uvTowyfORgoK8P3p4e6n0OAAhQT6nbXFzuiDcoBfQhgA3JQj1hXMnz9fr776qpKSktSxY0eNHj1aUVFRslgsys/PV9z8+UpNSVG7jl00dOSDGnDDbYSCn1gsUnDA/y6wOfFw9ztti11ooD8H5cArEAYAN9eYdQV2u10vvPCCpk+frqFDh+qJJ57QsGHDzjo/3W63a/Xq1XrnnXe0ZMkS3XD7fbrn0afk4+HnrP+Snx+Uc3JOPiwo4LTb6zgoB2ZCGAA8xPnWFdxwww2aNGnSaesKXnzxRb300kt67bXXNHXq1Hp92p89e7YmTJig64ffrXvHPeuxIwQnD8oJCTxjlf3PttgFBfh67PcHOANhAPBAW7Zs0Ztvvqm4uLiz1hVERERo9OjR+tvf/qZnnnmmQe3Onj1b48aN00OTp+vam+5wRulNcuZBOSeH7n++xY6DcoCGIwwAHiw9PV0zZsw4bV1BYGCg+vXrp/Xr1zfq0++IESOUtCtZL7630KWfnoMDfU8N3Yf89GDnoBzANQgDgBcoLS3Vxx9/rL///e/KyspSXFycRo0a1ai2Vq1apZtuuklPvfaxul7Rt8m1WSz632r7M+6d//m8PfPzgHEIA4AXGT9+vBYtWqT09HT5+/s3qg273a5ul12mllGd9Piz/7jga08elHPmvfNhwRyUA3gSTrkAvMiGDRt05513NjoISJLFYtGvR43S+3P+pRZhAQoLCjjroJyTD39urAO8A3+TAS9SUFCgNm3aNLmdNm3aqLK8RKOu6+qAqgC4O1bjAF7EYrHIETN/drudoX3ARAgDgBcJDw/X0aNHm9xOXl6eWrVq5YCKAHgCwgDgRa6//nrFx8erurq60W3YbDbNmzdPQ4YMcWBlANwZYQDwIuPHj1d+fr4WLFjQ6DZWrFihtLQ0TZgwwYGVAXBnbC0EvMyNN96oiooKbdy4scHz/na7XcOHD1dOTo62b9/OugHAJBgZALzM008/rc2bN+v5559v8HvfeOMNffPNN3rmmWcIAoCJsLUQ8DJDhw7V66+/rqlTp8put2v69Om/+GC32+16/fXX9fTTT+vZZ5/V3Xff7aJqAbgDpgkAL2S32/XPf/5TU6dO1YABAzRx4kSNHDlSgYGBp72urq5OS5Ys0YwZM7RmzRpNmzZNL730EqMCgMkQBgAvtmLFCv3973/X6tWrFRkZqbvuukuRkZGyWCw6duyY4uPjlZ2drWuvvVZTpkzRiBEjjC4ZgAEIA4AJ7N27V7NmzdKaNWtUUFAgu92uVq1aaeDAgZowYYKuvPJKo0sEYCDCAAAAJsduAgAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATI4wAACAyREGAAAwOcIAAAAmRxgAAMDkCAMAAJgcYQAAAJMjDAAAYHKEAQAATO7/A3oE6IrRxnxaAAAAAElFTkSuQmCC", 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", 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" ] @@ -432,7 +392,7 @@ "H = xgi.Hypergraph([{1, 2, 3}, {1, 2}, {4, 5, 6}, {3, 4}, {1, 5}, {1, 3}])\n", "pos = xgi.barycenter_spring_layout(H, seed=1)\n", "# plot with node size corresponding to the degree\n", - "xgi.draw(H, pos, node_size=H.nodes.degree)" + "xgi.draw(H, pos, node_size=H.nodes.degree);" ] }, { @@ -446,7 +406,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -492,7 +452,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -579,7 +539,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -588,7 +548,7 @@ "" ] }, - "execution_count": 22, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, @@ -604,11 +564,143 @@ } ], "source": [ + "import xgi\n", + "import matplotlib.pyplot as plt\n", + "\n", "H = xgi.random_hypergraph(N=10, ps=[0.2, 0.05, 0.05], seed=1)\n", "ax = plt.axes(projection=\"3d\")\n", "xgi.draw_multilayer(H, ax=ax)" ] }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 13. Specifying the colours of hyperedges\n", + "This recipe will show how to construct a hypergraph and specify the colours of the different hyperedges. There are three options to do it.\n", + "First of all we create the hypergraph and specify the colors we want to use. " + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "import xgi\n", + "\n", + "links = [[1, 2], [1, 3], [5, 6], [1, 7]]\n", + "triangles = [[3, 5, 7], [2, 7, 1], [6, 10, 15]]\n", + "squares = [[7, 8, 9, 10]]\n", + "pentagons = [[1, 11, 12, 13, 14]]\n", + "edges = links + triangles + squares + pentagons\n", + "\n", + "H = xgi.Hypergraph(edges)\n", + "pos = xgi.barycenter_spring_layout(H, seed=2)\n", + "\n", + "link_color = \"#000000\"\n", + "triangle_color = \"#648FFF\"\n", + "square_color = \"#785EF0\"\n", + "pentagon_color = \"#DC267F\"\n", + "colors = [link_color, triangle_color, square_color, pentagon_color]" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Option 1:** input colors that are lists/arrays with the right number of elements in the right order" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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WmM1mRCIRTE0FkUqlsL6yGnt3HUDLzi/AYDBm/F7zLTrcvVqPW+/QoaRk+b+srzdui8WCiooKhMNhBIPz466urkZnZyfa2tpgNGY+bqJ8wzBApLCTJ0+iqqoKJpMJkUikoL5xyrIMj8cDSZLwS+eriMfiKC0TsL6yBjWbtsGy8YGs/H2NpcCd9+px570lMK5YWn2v14t9+/bB4/Fgz549aG9vv2ZGIx6PY2xsDD09PRgYGEBdXR36+vo02f+BKJsYBogU9uKLL+Lhhx/G5s2bEQgE1B5OVqRmZbz8Hze4AzmLdDrg9rtKcNd9JTCvvPESwujoKHbu3Im1a9eir68P27ZtW7S2JEnYv38/QqEQhoeHNdcZkiibuIGQSGELJwnyefPgYmam1XmvLAPvvjkH/8uz8L2cxMW3UtecQvB6vdi5cycaGhowMTGxpCAAzHdenJiYgN1uxyOPPAKv15uNvwKRJjEMECls4SRBvh4rXIqZafUnFKMfyjjtn+9Z8NqZWcxMy0gmk9i3bx/Wrl2LoaGhZV8rXV5ejqGhIdx///3Yv38/ksncz34QqYFhgEhhhXCscDHTCfXDwILZGeD1s3N4xZXE33/jGXg8HvT19S07CCwoLy9Hb28vJicn8657JFG6GAaIFFYMYUALMwNXm5uT0feTw9i9e8+SlwZuxGq1Yvfu3Xj66afBbVVUDBgGiBRWFHsGEmqP4Fonpjw4c/Y4DhxoV6Ree3s7/H4/PB6PIvWItIxhgEhBsiwXxZ6BaQ3ODPhPHIVer0djY6Mi9RobG6HX65fceZEonzEMECnonXfewfT0NHQ6He677z61h5M1MxraM7DgzFk/qqosV/QRyITJZILFYoHP51OkHpGWMQwQKWhhieCee+7BihUrVB5NdsiyrNrRwpuZnk6goqJC0ZpmsxmxWEzRmkRaxDBApKBiWCKYTQKyBm8eLi0tQzgcVrRmJBKByWRStCaRFhkW/wgR3cjVF+BMTEwAAGZmZnDs2LGCvABHS8cKP25dZQ2e+797Ll9ClKlYLIZgMIgnnngi88ERaRxnBojSkEwmcfjwYYiiiK1bt6KjowMjIyOYnZ3Fhg0b4PF4sHXrVoiiiMOHDxdU8xotLhEAQM2mbUilUhgbG1Ok3tjYGFKpFKxWqyL1iLSMYYBombxeL+x2O7q6uiCKIpxOJ8LhMPx+P44ePYqTJ08iHA7D6XRCFEV0dXXBbrcXTHtbLW4eBIBNVXVYV7kZzzzTo0i9np4e1NTUoK6uTpF6RFrGMEC0DKOjo7Db7UgkEhgfH0d/fz+am5uvmZYWBAHNzc3o7++H2+1GIpFAQ0MDRkdHVRq5crR4rBAAdDodWnc9jsHBgYyPA0qShMHBQXR0dBTcMg/R9fDWQqIlWpgRaGhoWHbf+2g0ipaWFrjdbrhcrry+InfKm8T772jzn43Z2SS+0PkQdPppSNJEWi2Jo9EobDYbBEGA2+2GwcCtVVT4GAaIliCZTF6eEZiYyPyXjMvlgtFozMJIs8/3chLRD7X7z8apMz58seuzaGiw4/nnize0ES0HlwmIlsDhcPACnI9odc/Agg3rRHznm4NwudywWm1LXjKQJAk2mw1utxvDw8MMAlRUGAaIFiHLMrq7u7FnDy/AmZuTkZxRexSL2/LAZ/HDQy8Bc2Ww2+3Yu7cVIyMjiMfjV3wuFovB6XSitbUVdrv98qxNU1OTSiMnUgeXCYgWcezYMWzduhVOpxPNzc0Z13M6ndixY8flPgT5JBGX8ao7f45Jzs4mMfQ/f4Rnn/8Bzpw9Dr1ej6oqC8xmMyKRCKamgkilUti8uQZdXR1oa2vL2+UbokwwDBAtoqenBx0dHQiHw4o1s1m5ciUOHz6MP/uzP1NghLnz4ftzOO6ZVXsYyybLMoInX4H/xFGcPuvHdCKO0jIB6ytrULNpGx76XD0qqxgCqHhxmyzRInw+HywWXoADaPdY4WJ0Oh02VdVhU1Xddf/8/bdlrN0o8xghFS3uGSBaRDwe5wU4H5lJqD2C7EjOAOFL+Rl0iJTAmQGiRQiCwAtwPjKTpzMDS/HuWymcPO25fM/Ewh0HoijCarUW5D0TRAsYBogWsXC/AC/A0f6xwnQsbDJ87vkf4PRHmwwtFgsqKioQDodx+PBhpFIpVFdXo7Ozk5sMqSBxmYBoEVarlRfgfESrlxSl69QZH77Q+RC+c+gvUb+19op7JsbHx+H3+wv6ngmiBTxNQLQIWZYhiiJEUUR/f3/G9VpbWxEIBOD1evNu2vnoSzOYS6k9CmUce+UlfOkrLaisXIsjR/qW1ENCkiTs378foVAIw8PD7EdABYMzA0SL0Ol06OzsxMBAcV+AMzsrF0wQOHXGhy99pQWf/nQDJGliyc2krFYrJiYmYLfb8cgjj3CGgAoGZwaIlkDpuwny8QKcWGQOXin/egxcTenLjPL5ngmiBZwZIFoCo9GIvr4+hEIhtLS0IBqNLuv5hQtwQqEQent78y4IAIWzX2Dof/4IwZOv4MgR3jNBtIBhgGiJamtrMTw8DLfbDZtteRfgWK02uFz5fQHOdAGcJJBlGc8+/wPs3s17Jog+jmGAaBmamprgcrkgCALsdjtaW29+Ac7evfMX4MyVCOg+4oJYl78bzgrhWOGJKQ/OnD2OAwfaFanX3t4Ov98Pj8ejSD0iteTfXCWRympra+FyueBwONDd3Y3t27dfPpu+cAFOMDh/Ac66DTX48785hEf3tsFgNOLEa4BQCpSXqf23WL5CWCbwnzgKvV6PxsZGReo1NjZCr9dDkqS8u3SK6OO4gZAoA7Isw+P5bde6WCwGk8kE0yoRGzZbUbW57ppTA2UrgPoNgDHPorj/WBKRPG/Z+51Df4lXA79EIOBXrGZNTQ22b9+O733ve4rVJMq1PPvniEhbdDod6uvrr/lW+JszwPuR6z+TmAGOnwdqK4F8Ol1YCK2Ip6cTvGeC6Dq4Z4AoC8pW3PzP348AZ9/KzViUIMtyQSwTlJaW8Z4JoutgGCDKAqF08c+cfwd451L2x6KE5AyA/J8YwLrKGkxNBa/Z8JmuhXsmRFFUpB6RWhgGiLJAWGRmYMGJ14BoHlwLXAjHCgGgZtM23jNBdB0MA0RZsJSZAQCYmwO8Z4Gkxhv7FcKxQgDYVFWHdZWb8cwzPYrU6+npQU1NDerq6hSpR6QWhgGiLFhsz8DHTSeBwHlgTsO/bwthvwAwv+GzddfjGBws7nsmiK7Go4VEWSKdAOIzS//8fXcAG+7J3ngycTY4i7cvzKk9DEXMzibR/pcPYU6eLtp7JoiuxpkBoixZ6lLBggsXgbc/yMpQMlYIxwoBoEQPbPpUGX76syNFfc8E0dUYBoiyZDlLBQtOvAaEldnorqhCWCYwVehQazVi1V36jO6ZsNlscLvz+54JoqsxDBBliWmZMwMAIMuA/5z2NhTm+wbCu9aUoGaLAWXCb9f2l3vPRGvr/D0TC9cWNzXl7z0TRFfjngGiLHkvPH9SIB23lAOfXAeUaGBfWiol4+WXkmoPIy16I7B+swG33XHj7z3JZPLyPROBQOCG90zU1NSgo6MDbW1tMBqNOfxbEGUfwwBRliRmgIkT6T9/7ypg473KjSdd8aiM30zkXxgw36LDhhoDSsuWlqhudM+EKIqwWq2oq7v2ngmiQsEwQJQlsgz8yjf//9NlWQ3cfZtyY0rHpffmcOIVja1bLOKetSW4r1KPEi1MrRDlAW6DJcoSnW6+E2Esg813UxeA8lKgQsXW9/nUfdCwAthQbcAtt3M7FNFy8CeGKIuWe7zwarIM+ELAjIpfzJN5cpJg5W061G4zMggQpYE/NURZlM7xwqvNJOdPGKjVoXBa6z0GdMDq9XpsesCAFaVcFiBKB8MAURalc7zwej6MAadeV6bWcmn5WKGxFKiuM+DetXpu7iPKAPcMEGXRUm8vXIo33gPMAnDP7crVXAqtdh+8ZZUO6zcbYFzBEECUKYYBoizKdM/A1U6+DpSXAStzuKFwWmNXLOt0wJoNety9Rq/2UIgKBpcJiLKo1AiUKPhTttChcDpHx/6TMzJkDd1PtKIMqN5iYBAgUhjDAFGWKblUAMyfLAiEgLkc/JLW0hLB7XeWoNZqhHkl/9kiUhp/qoiyTOmlAmB+Q+HJHGwonNHAEoGuBKjcpMdG0QCDgfsDiLKBewaIskzpmYEFb74/v6Hw3lXZqQ+of6ywzARsFA0wmfm9hSibGAaIsiwbMwMLTr0xv6HwlvLs1FfzWOEdd5dgbZUees4GEGUd4zZRlmVrZgD4aENhKHsbCmdU6D5YogfWV+uxvtrAIECUIwwDRFmWzZkBAEjOAr5z2dlQmOt7CQSzDuJWI+64m6cFiHKJYYAoy1YYAH2Wf9Ii8flLjZSWy2WCO+8rgbjVAKGcswFEucY9A0Q5IJTO/8LOprc+AMwm4D6FNhTOzclIzihT62b0BmDdZgNu/wS/mxCphWGAKAdyEQaA+fsLykuBW82Z18rFbYXlK3XYWGNAqcDZACI1MYoT5UA2NxFezR8CEgp8o8/2scK715Sgup5BgEgLGAaIckCp2wuXYjY1HwhSGW4ozNZ+AYMRsHzKgPs3GlBSwiBApAUMA0Q5UJbDmQFAmQ2F2ThWWHGrDrVWI25dxX96iLSEewaIciCXywQL3v5gvkPh6jvSe17pewnurSzBvWv1nA0g0iCGAaIcMBoAg35+Cj+XTn/UofC2NDYUKtVjwLgC2FBjwMrbOBtApFX86STKkVzuG/i4QJobCpVYJlh5+/yyAIMAkbbxJ5QoR9RYKgDmZyN855a/oTCjDYQ6YPV6PTZ9ygDjCi4LEGkdwwBRjpSpNDMAANEEEHxt6Z+fnZWRmk3vXSvKgOp6A+5dq4dOxyBAlA+4Z4AoR9RaJljwziXA/A6w5hOLfzbdWYFb79Bh/WYDDEaGAKJ8wjBAlCO5Pl54PWfenN9QeHvFlf9dlmVMTk5CkiT4fD5cej+GRLQU6yprULNpGzZV1d30W75OB6zZqMfdq3nBEFE+0smyrN6F5URFZDYF/Nqv9ijmL03asnG+RXIymYTD4UB3dzcCgQD0ej0sFgsqzBX4MBzG1FQQqVQK6yo3o3XX42jZ+QUYDMYr6pUKwEbRgPIKrjoS5Sv+9BLliEE/f4Oh2lJz8xsKPa94Ybfb0dXVBVEU4XQ6EQ6H4ff7MT4xjkDAj3A4DKfTiS1ba/GdQ3+JL3Q+hFNnfJdrrbqrBOI2I4MAUZ7jzABRDr1yGrgUVXsUgOfoKP57505UVq5FX18ftm3btugzkiRh3779OHcuhH/61iB2t34Od97LZQGiQsAwQJRDwdeAN99Xdwynp7w4+Jgdn25owPPPD6G8vHzJz0ajUeza1YLxcTdcLhdqa2uzOFIiyhWGAaIcOv/O/CY+tcwmkzj4mB0lcgKSNLGsILAgGo3CZrNBEAS4XC4YjcbFHyIiTeNCH1EOqdV4aMELzzkwddyDI0f60goCAFBeXo7e3l5MTk7C4XAoPEIiUgNnBohyKJoAXp5S592yLGP/bhFbt4h4tr8/43qtra0IBALwer1sLkSU5zgzQJRDavYamApM4uzpAA60tytSr729HX6/Hx6PR5F6RKQehgGiHNKXAKUqLbEf90nQ6/VobGxUpF5jYyP0ej0kSVKkHhGph2GAKMcEldoSnznlQ1WVBYIgKFLPZDLBYrHA5/Mt/mEi0jSGAaIcU2sT4XQijoqKisU/uAxmsxmxWEzRmkSUewwDRDmm1sxAaZmAcDisaM1IJAKTyaRoTSLKPYYBohxTa2Zg3QYRU1NBxONxRerFYjEEg0GIoqhIPSJSD8MAUY6pFQY2i1akUimMjY0pUm9sbAypVApWq1WRekSkHoYBohwrU2GZwKAHmn+nHpurq9HT06NIzZ6eHtTU1KCurk6RekSkHoYBohwr0eWu30CpEdhwD/DgZqDyLh26OjsxMDCQ8XFASZIwODiIjo4ONhwiKgDsQEiUQ7IsY3JyEkP/rwSf34fpRBylZQLWbRCxWbSiqrpekV+uplJgzSeAT9w6Hz4WJJNJ2O12JBIJTExkfjeB2+2GwaCBe5mJKCMMA0Q5kEwm4XA40N3djUAgAL1ej6oqCyoqKhAOhzE1FUQqlULl+mq0/GEnHt3bBkMaFwBVCMD9dwK3VwA3yhRerxcNDQ2w2+0YGlr+rYUtLS1wu3lrIVEh4TIBUZZ5vV7Y7XZ0dXVBFEU4nU6Ew2EEAn5MTIwjEPAjHA7D6XRi6xYR33+qCwcfs+P0lHfJ77jNDHxqPVC/EVi18sZBAABqa2sxPDwMt9sNm8225CUDSZJgs9ngdrsxPDzMIEBUQBgGiLJodHT08rT8+Pg4+vv70dzcfE0XQEEQ0NzcjGf7++F2u1EiJ9DxJw3wHB29af1P3DIfAD65Drh1GTP+TU1NcLlc0Ol0ePDBB7Fnzx6MjIxcc+wwFovB6XSitbUVdrv98rXFTU1NS38ZEWkelwmIsmRhRqChoSGt6fhdu1rgcrvx9BEX1lf99lu4TgfcdRuw5o7MGxh9+ctfxre//W2YK25BJHzp8vKF2WxGNBpBMDi/fFFTU4OOjg60tbXBmMbyBRFpG8MAURYotVHParVhrkTA4SMulJYacc/twH13KHPZUSqVwtq1a3HhwgV84zvP4p7V63HcJ+HsSR8SiRjW3GVCfZ0Iq9WKuro6nhogKmDcBkyUBQ6HAx6PB+Pj42kFAQAoLy9HX18v7HY7fu104G/+20EY9MqN8Ze//CUuXLiAipW3oaHpEaxYUQpLdf3lP7esBu6+Tbn3EZF2cc8AkcJkWUZ3dzf27NmDbdu2ZVTLarVi9+7d+OmRp6EvUXYS78iRIwCA3/0//hArVly73pCYUfR1RKRhDANECpucnEQgEEB7e7si9drb2+H3++HxeBSpB8xfMPTcc88BAD7/6J9c9zPxacVeR0QaxzBApDBJkqDX69HY2KhIvcbGRuj1+oy7Bn7cwMAAYrEY1qy1oOZTD173M3HODBAVDYYBIoX5fD5YLJZrjg+my2QywWKxwOfzKVIP+O0Swecf/ZMbbgzkzABR8WAYIFJYPB5HRUWFojXNZjNisZgitc6fP48XX3wRALD9kT++4edSc8DMrCKvJCKNYxggUpggCAiHw4rWjEQiMJlMitT6yU9+AlmWUWf9Hdx979qbfpazA0TFgWGASGGiKCIYDF7TzS9dsVgMwWAQoihmXEuW5SuWCBbDMEBUHBgGiBRmtVqRSqUwNjamSL2xsTGkUilYrdaMax09ehTHjx9HaZmApua9i36emwiJigPDAJHC6uvrUV1djZ6eHkXq9fT0oKamBnV1dRnXWpgVeOh3d6PcvHLRz3NmgKg4MAwQKUyn06GzsxMDAwMZHweUJAmDg4Po6OjIuB3wzMwMfvrTnwJY2hIBwJkBomLBuwmIskCpuwlsNhsEQYDb7YbBkFn38Oeffx4tLS1Y9Yl78Iv/L7SkeiUlwGcy36pARBrHmQGiLDAajejr60MoFEJLSwui0eiyno9Go2hpaUEoFEJvb2/GQQD47RLB9v/0X5Zcb24OmE5m/Goi0jiGAaIsqa2txfDwMNxuN2w225KXDCRJgs1mg9vtxvDwMGpraxd/aBHvvfceXnjhBQDA539v37Ke5b4BosLHMECURU1NTXC5XBAEAXa7Ha2trRgZGbnm2GEsFoPT6cSePXvw4IMPYmZmBi6XC01NTYqM4+c//zmSySSqNtdjfdXywgX3DRAVPl5hTJRltbW1cLlccDgc6O7uxvbt26HX62GxWGA2mxGJRBAMBpFKpXDnnXdClmWkUilUVVUpNoa+vj4AS984+HGcGSAqfNxASJRDsizD4/FAkiT4fD7EYjGYTCaIogir1YoNGzZg8+bNeOONN/DUU0/hr//6rzN+54kTJ7B582bo9Xo8O3IBt6+6a1nPr1oJiDdvVEhEeY5hgEhjjhw5gn379sFsNmNqagp33313RvX+9m//Ft/85jfR8NmdeKp7eNnPm0qBbZaMhkBEGsc9A0Qa88d//Mew2WyIRCL4yle+klGtubk5/Ou//isAYEcaSwTA/J4BfmUgKmwMA0QaU1JSgu9973sAgB//+McZNS566aWXEAqFYK64BY1Nj6ZVQ5Z5vJCo0DEMEGmQ3W7HY489BgD4i7/4C6S7mrfQW+B3dvw+SsuEtMfDEwVEhY1hgEijvvWtb6G8vBwul+tyG+HliMVi6O/vB5DeKYKP44kCosLGMECkUffdd9/lPQNPPvnksrsYDg0NIRKJ4N7V6/HJ+saMxsIwQFTYGAaINOxLX/oSKisrceHCBfzDP/zDsp5dWCL4/KN/kvElR1wmICpsPFpIpHEDAwPYu3cvysrKEAgEUFlZuegzr7/+OtasWYO5uTn89P85hXtXr89oDEIpYOXxQqKCxZkBIo3bvXs3Pve5zyGRSODJJ59c0jP/9m//hrm5OXyy/jMZBwEASMwAc/zaQFSwGAaINE6n0+Gf//mfUVJSgv7+foyOjt7087IsZ9R++Po1gWkuFRAVLC4TEOWJgwcP4gc/+AHq6upw9OhRlJSUYHJy8nJr43g8DkEQUFFRgb//+7+H0bgCg798CxUrb1Xk/bWVwO0VipQiIo1hGCDKExcvXkRVVRU++OAD/NEf/REmJycRCAQuX3pUUVGBcDh8+dKjipW34gud38Sje9tgMBozfv+Ge4H7VinwFyEizeEyAVGeuOOOO9De3g69Xo+f/vSnEEURTqcT4XAYfr8f4+Pj8Pv9CIfDcDqd2LH9YXz/qS4cfMyO01PejN/P44VEhYszA0R5YnR0FDt37sTq1avxk5/8BNu2bVv0GUmSsG/ffpwLhfCtQ8Oo29aU9vtvMwOfXJf240SkYQwDRHnA6/XCbrejoaEBQ0NDKC8vX/Kz0WgUu3a1wOV24+kjLqyvqk1rDGUrANumtB4lIo1jGCDSuGQyCbvdjkQigYmJiWUFgQXRaBRWqw1zJQIOH3GlvYfgM7VASWb9i4hIg7hngEjjHA4HPB4P+vr60goCAFBeXo6+vl5MBSbxwnOOtMeS4PFCooLEmQEiDZNlGaIoQhTFy5cOZWLv3lZMvhLAjwe8abUoFtcCq1ZmPAwi0hjODBBp2MLxwfb2dkXqHTjQjjOn/Jg67knred5RQFSYGAaINEySJOj1ejQ2Znbr4ILGxkbo9Xoc90lpPc/jhUSFyaD2AIjoxnw+HywWCwRBUKSeyWRCVZUFZ0/6lvWcLMuYCkxi5KSED976bbdDURRhtVpRX1+f8c2IRKQehgEiDYvH46ioULYHsNlsRiIRW9JnZ5NJvPCcA0M/68bZ09d2Ozx8+DBSqRSqq6vR2dmJtrY2GBXodkhEucVlAiINEwQB4XBY0ZqRSARlZaZFP3d6youDj9nx/ae6sHXLzbsdiqKIrq4u2O12eL2ZdzskotxiGCDSMFEUEQwGEY/HFakXi8UwNRVE5Ubxpp/zHB3FwcfsKJETGB8fx7P9/Whubr5muUIQBDQ3N6O/vx9utxuJRAINDQ2L3qxIRNrCMECkYVarFalUCmNjY4rUGxsbQyqVwgvP9uD5XzyDD95755rPnJ7y4m86d+LTDQ2QpIkltT1eGOvExATsdjseeeQRzhAQ5RH2GSDSMKX7DOzZswcvvPACZmdnAQB6vR5bHnwYn/v8H+CzD++GIJgvzwhIUvrdDm02GwRBgMvl4h4CojzAMECkcYcPH0ZXVxfcbjesVmvadSRJgt1ux9e//nWUlZXhZz/7GV5++eXLf24wGLGmchPOnZ7fE7DUGYGbvevQoUM4ePBg2nWIKDcYBog0Tqm7CRa+rbvdbhgM8weJTp48iV/84hf42c9+ht/85jfQ6/XYtWsXnnvuuYzH3draikAgAK83vW6HRJQ73DNApHFGoxF9fX0IhUJo2bUL0Wh0Wc9Ho1G0tLQgFAqht7f3chAAgI0bN+IrX/kKXn31VfT39yOVSuHxxx9XZNzt7e3w+/3weDyK1COi7GEYIMoDomUz+r/WDfevXbBZrZCkpXUQlCQJNpsNbrcbw8PDqK298fXF7777bla6HS51rESkHoYBIo2TZ2YRe2kKn75fhPMbP8KKGcBut6N1716MjIxcc+wwFovB6XSitbUVdrv98ka+pqamm74nG90OLRYLfL7ldTskotxjB0IiDZNnU4j9x0mk3p1fGqhZsxEjX/8X9L44CMe/P4vtA9vnuwJWVcFcUYFIJIJgMIhUKoWamhocOnRoyV0Bs9XtMBZbWrdDIlIPwwCRRsmpOcTGTiF1MXLFfzcaDGjb8Z/xxe2tePVsEMdO+XDi4nkk7yiDyWTCE088AavVirq6umVt3MtWt0OTafFuh0SkLoYBIg2S5+YQHzuF1Jsf3vAzOp0OD6zbhAfWbYL+DjPKH96c0TtFUcThw4cvX0KUqVgshmAwiCeeeCLjWkSUXdwzQKQx8twc4u4zmH3j0tIfUuDoXra6HWbSG4GIcoNhgEhDZFlGQjqH2fPvL+9BBY7x19fXo7q6Gj09PZkXA9DT04OamhrU1dUpUo+IsodhgEhDEi+HkDz77vIfVGBmQKfTobOzEwMDAxkfB5QkCYODg+jo6GDDIaI8wA6ERBqRmDyPmeBbaT2rv3slypssGY8hm90OiUi7ODNApAGJVy+kHQQAKPbt+4puhy0tinY7JCLtYhggUtm0/w3MBN7IrIiCU/G1tbUYHh6G2+2GzWbLSrdDItIWhgEiFU2feAvTv7mQeSGFl+WbmprgcrkgCMJ8t8PWVkW7HRKRtnDPAJFKZk6+jcTLIUVqGdbcBtOnNyhS6+OSySQcDge6u7sRCATmux1aLDCbzdd0O+zo6Fhyt0Mi0haGASIVzJy5iMTEWcXqGe6/HaaG9YrVu5osy/B4PJAkCT6fD7FYDCaTCaIoptXtkIi0hWGAKMeS599D3HUGUPBHL9thgIgKG/cMEOVQ8sIHiLuVDQKAcqcJiKg4MQwQ5cjsm5cQ//UpYC4Lk3HMAkSUAYYBohyYfTuM2K+yFAQAoIRpgIjSxzBAlGWz70YQ+4+TQGouey/hMgERZYBhgCiLUu9FERudAmZTag+FiOiGGAaIsiR1KY7YS1NAMvtBQMdlAiLKAMMAURakwgnE/ncQ8vRsbl7IZQIiygDDAJHC5iLT80EgkczdS5kFiCgDDANECpqLzSA6GoQcm8ntizkzQEQZYBggUshcIjk/IxCZzv3LmQWIKAMMA0QKkGdmEfvfQcyFE+oMgDMDRJQBhgGiDMkzs4iOTmHuUnzxD2cJ2xETUSYYBogyICdTiL10EnPvRdUdCLMAEWWAYYAoTfJsCrFfnUTq3YjaQ+EyARFlhGGAKA1yag6xsdNIvR1Weyjz2HSIiDLAMEC0TPLcHOKu00i9eUntoRARKYJhgGgZZFlGfPwsZi98oPZQrsRlAiLKAMMA0RLJsozE0XOYDb2n9lCuxSxARBlgGCBaounJ80ievqj2MK6LFxURUSYYBoiWIPHKa5iZelvtYdwYlwmIKAMMA0SLmPa9jpnjb6o9DCKirGEYILqJ6eNvYtr7utrDWBxnBogoAwwDRDcwM/U2pl95Te1hLA33DBBRBgxqD4Ao22RZxuTkJCRJgs/nQzwehyAIEEURVqsV9fX11/T2nzl9EYljIZVGvHycGCCiTOhkWZbVHgRRNiSTSTgcDnR3dyMQCECv18NisaCiogLhcBjBYBCpVArV1dXo7OxEW1sbjEYjkufeRdx9Ru3hL4vQsB7G+29XexhElKe4TEAFyev1wm63o6urC6Iowul0IhwOw+/3Y3x8HH6/H+FwGE6nE6IooqurC3a7HZMjY4iPn1V7+MvHmQEiygDDABWc0dFR2O12JBIJjI+Po7+/H83NzRAE4YrPCYKA5uZm9Pf3w+12I5FI4LO/twO/8h1VaeQZ4DoBEWWAywRUUBZmBBoaGjA0NITy8vIlPxuNRtGyaxfcv3bB+Y0foWbNxiyOVFnCZzbCeN+tag+DiPIUwwAVjGQyeXlGYGJiYllBYEE0GoXNasWKGWDk6/8CoyE/9tgKD22E8d5b1R4GEeUpLhNQwXA4HPB4POjr60srCABAeXk5evv68OqZE+h9cVDhEWbP1achiIiWgzMDVBBkWYYoihBFEf39/RnXa927Fz7JA/c//iwvftGamqpguPsWtYdBRHmKMwNUECYnJxEIBNDe3q5IvfYDB3D8/Gm8ejaoSL2sy4PAQkTaxTBABUGSJOj1ejQ2NipSr7GxEXq9HsdO+RSpl3UMA0SUAYYBKgg+nw8Wi+Wa44PpMplMsGyswvHXTitSL+uYBYgoAwwDVBDi8TgqKioUrWk2mxGbSShaM2t4NwERZYBhgAqCIAgIh8OK1oxEIjCtKFO0ZrbkwyZHItIuhgEqCKIoIhgMIh6PK1IvFosheHIKm1evV6QeEZGWMQxQQbBarUilUhgbG1Ok3tjYGFKpFLZsEBWpl3WcGSCiDDAMUEGor69HdXU1enp6FKnX88wz2LxmPT5VaVGkXtYxCxBRBhgGqCDodDp0dnZiYGAAkiRlVEuSJAwODeGL21vzZy2eGwiJKAPsQEgFQ+m7Cf7XN/4FBn1+3E1Q/p9qoa/Ij82ORKQ9nBmggmE0GtHX14dQKISWlhZEo9FlPb9wa2Ho7Dn84MDX8iYIANwyQESZYRigglJbW4vh4WG43W7YbLYlLxlIkgSb1Qr3r134+Zf/Ka+uLwbANEBEGWEYoILT1NQEl8sFQRBgt9vR2tqKkZGRa44dxmIxOJ1OtO7dC7vdjhUzgPMbP8JnaraqNPIMMAwQUQa4Z4AKVjKZhMPhQHd3NwKBAPR6PSwWC8xmMyKRCILBIFKpFDavWY8vbm/F/t/dDaMhf5YGPs78e59CibBC7WEQUZ5iGKCCJ8syPB4PJEmCz+dDLBaDyWTCBvk21N9bhU9VWvLn1MANmHc9gJIyo9rDIKI8xTBARSs+fgbJs++qPQxFmFseQEkpwwARpYd7Bqho6Vct/+ihVuX7zAYRqYthgIqW/vbCCQPcQEhEmWAYoKJVcotQOJ37CuSvQUTqYBigoqXTl8wHgkJQKKGGiFSRn+eoiBQgyzJeffsMJkbHcPy104jPJCCsKMPm1euxZUMNHqjclD9r8fkyTiLSJJ4moKJz3f4DG6tQUVGBcDiM4MkppFIpbFq9Hm07tNl/QJZlvHL2BI6d8uP4a6eRWl0BQRAgiiKsVivq6+vzJ8gQkeoYBqioeL1e7Nu3Dx6PB3v27EF7ezsaGxshCL9dLojH4xgbG0PPM89gYHAQn6y04JnH/04TLYqTs7PofXEQjn9/FideO/3bIHPLyvkg81EjperqanR2dqKtrQ1GI48cEtHNMQxQ0RgdHcXOnTuxdu1a9PX1Ydu2bYs+I0kS9u/bh9DZc/j5l/9J1VbF/vMnceAHX8dvzgaxZ/dutB84cOMg09ODgYEB1NXVoa+vD7W1taqNm4i0j2GAioLX64XdbkdDQwOGhoaWdb3xwm2G7l+74PzGj1SZIfiV/2X8/j9+CWvXrUXfkSNLDzL79yMUCmF4eBhNTU05GCkR5SOGASp4yWQSdrsdiUQCExMTywoCC6LRKGxWK1bMACNf/5ec7iHwnz+J5q9+AQ2NDRh6/vnlB5mWFrjdbrhcLs4QENF1MQxQwTt8+DC6urowPj6+pG/UNyJJEux2O/5x/39D247/rOAIbyw5O4uHv/anSJbqMCFJ6QcZmw2CIMDlcnEPARFdg30GqKDJsozu7m7s2bMnoyAAAFarFbtbWvBD57PIVYbufXEQvzkbRN+RI2kFAQAoLy9Hb28vJicn4XA4FB4hERUChgEqaJOTkwgEAmhvb1ekXvuBAzh+/jRePRtUpN7NyLIMx78/iz27dysTZHbvxtNPP52zIENE+YNhgAqaJEnQ6/VobGxUpF5jYyP0ej2OnfIpUu9mXjl7AideO432AwcUqdfe3g6/3w+Px6NIPSIqHAwDVNB8Ph8sFssVx+8yYTKZYNlYheOvnVak3s0cO+XPSpCRJEmRekRUOLTVVo1IYfF4HBUVFYrWNJvNiM0kbvqZqzsEptPq+Phrp2HZWKVskLFY4PNlf1aDiPILwwAVNEEQEA6HFa0ZiURg+kTZdf/shh0CP2p1/EPns0tudRyfSWQnyMRiitYkovzHZQIqaKIoIhgMIh6PK1IvFosheHIKm1evv+bP/OdP4uGv/Sme7P02PvlgPZxOJ8LhMPzHAxiXJuA/HkA4HIbT6cQnH6zHk73fxsNf+1P4z5+87ruEFWXZCTImk6I1iSj/MQxQQbNarUilUhgbG1Ok3tjYGFKpFLZsEK/477/yv4zmr34ByVIdxsfH0f/ss2hubr5mil8QBDQ3N6P/2WfhdruRLNVh+9e+gF/5X77mXZtXr0fw5JSyQSYYhCiKi3+YiIoKwwAVtPr6elRXV6Onp0eRej3PPIPNa9bjU5WWy//Nf/4kfv8fv4SGxgZMSNKSjwFarVZMSBLsn27AH/yPL10zQ7BlQ01WgozValWkHhEVDnYgpIK30IHQ7XZn9ItwoQPhP3/jH/BfH3wEqXcjynUIvKrVsa7UCMO627H1D3ZA/GQt+vv70x73gtbWVgQCAXi9Xl5vTERXkokK3MzMjLxlyxa5pqZGjkQiadWIRCJyTU2NvHXrVjmZTMqyLMvJd8Lyd7/0f8olJSWyJEkZjXFiYkIuKSmR/+mJv5Nnzr8nz6VSsizL8tNPPy2XlJTIExMTitR/+umnM6pDRIWJMwNUFLxeLxoaGmC329O7tfA6l/3IsgxRFCGKYta+uSt2ydJHdxO43W4YcnjJEhHlB+4ZoKJQW1uL4eFhuN1u2Gy2JTfekSQJNpsNbrcbw8PDV9z6p3ir4+t0CDQajejr60MoFEJLSwui0eiyai4EmVAohN7eXgYBIrouhgEqGk1NTXC5XBAEAXa7Ha2trRgZGblmt34sFoPT6URrayvsdvvl2/6ampqu+Fy2Wh1fHVSyEWSIiD6OYYCKSm1tLVwuFw4dOgS/34/t27ejoqICNTU1sNlsqKmpwcqVK7Fjxw4EAgEcOnToiqWBj8tKq+MbdAhUOsgQEX0c9wxQ0ZJlGR6PB5IkwefzIRaLwWQyQRRFWK1W1NXV3XTXfVtbG1599VWMj48rNiabzYYHHnjghlcNJ5NJOBwOdHd3IxAIzHc4tFhgNpsRiUQQDAaRSqVQU1ODjo4OtLW1wWg0KjY+IipMXECkoqXT6VBfX4/6+vq0ns9aq+ObdAg0Go04ePAgHn/88esGmSeeeGJJQYaI6OMYBojSJIoiDh8+jHg8rshSwUKHwCeeeGLRz2YaZIiIPo57BojSlK1Wx+wQSES5xj0DRGnKRZ8BIqJc4MwAUZp0Oh06OzsxMDCw5ON+NyJJEgYHB9HR0cEgQEQ5x5kBogywQyARFQLODBBlgB0CiagQMAwQZYgdAoko3zEMECmAHQKJKJ9xzwCRgtghkIjyEcMAURZk2uqYiCiXGAaIiIiKHPcMEBERFTmGASIioiLHMEBERFTkGAaIiIiKHMMAERFRkWMYICIiKnIMA0REREWOYYCIiKjIMQwQEREVOYYBIiKiIscwQEREVOQYBoiIiIocwwAREVGRYxggIiIqcgwDRERERY5hgIiIqMgxDBARERU5hgEiIqIixzBARERU5BgGiIiIihzDABERUZFjGCAiIipyDANERERFjmGAiIioyDEMEBERFTmGASIioiLHMEBERFTkGAaIiIiKHMMAERFRkfv/AfZeVqhNmwZZAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "edge_color = [colors[i-2] for i in H.edges.filterby(\"order\", 1, \"gt\").size.aslist()]\n", + "\n", + "xgi.draw(H, pos=pos, dyad_color=link_color, edge_fc=edge_color);" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Option 2:** a dictionary where keys are hyperedge ids and values are colours:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "color_dict = {idx : colors[i-2] for idx, i in H.edges.size.asdict().items()}\n", + "\n", + "xgi.draw(H, pos=pos, dyad_color=color_dict, edge_fc=color_dict);" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Option 3:** just create a cmap that has the colours you want. This works in this case because the edges are already plotted with colors corresponding to their size. This option also allows to show an associated colorbar." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from matplotlib.colors import ListedColormap\n", + "cmap = ListedColormap(colors[1:])\n", + "\n", + "_, (node_collection, dyad_collection, edge_collection) = xgi.draw(H, pos=pos, dyad_color=link_color, edge_fc_cmap=cmap)\n", + "\n", + "plt.colorbar(edge_collection, label=\"edges\")\n", + "\n", + "plt.tight_layout()" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/docs/source/api/tutorials/In Depth 1 - Drawing nodes.ipynb b/docs/source/api/tutorials/In Depth 1 - Drawing nodes.ipynb index 05ccdddc2..dc68b1130 100644 --- a/docs/source/api/tutorials/In Depth 1 - Drawing nodes.ipynb +++ b/docs/source/api/tutorials/In Depth 1 - Drawing nodes.ipynb @@ -54,20 +54,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", 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" ] @@ -77,7 +64,7 @@ } ], "source": [ - "xgi.draw(H, pos)" + "xgi.draw(H, pos);" ] }, { @@ -106,7 +93,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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U6/V8nXl5ealwOOzrTAAAgiYwMWDbtjqdjobDoS/zBoOBOp2ObNv2ZR4AAEEVmBiIxWIaj8cqlUq+zCuVShqPx4rFYr7MAwAgqLhngHsGAACGC8zOwNzcnPb393VycvLgzwFd19X79++VTqcJAQCA8QKzMyD5/zZBpVLR06dPH2GlAAAER2B2BiRpfn5e+Xxe3W5X29vb6vf7d/r761cLu92ucrkcIQAAgAIWA5K0tramQqGgSqWieDx+658MXNdVPB5XpVJRoVDg+WIAAP4UuBiQpM3NTZXLZVmWJcdxlEwmdXZ29tlnh4PBQMViUclkUo7j3DxbvLm5OaGVAwAwfQJ1ZuDvRqORstmsDg4O1G63FQqFFIlEtLi4qMvLS3U6HY3HY62uriqdTmtvb0/z8/OTXjYAAFMl0DFwzfM81et1ua6rZrOpwWCgcDgs27YVi8W0vr7OVwMAAHzFTMQAAAC4v0CeGQAAAP4hBgAAMBwxAACA4YgBAAAMRwwAAGA4YgAAAMMRAwAAGI4YAADAcMQAAACGIwYAADAcMQAAgOGIAQAADEcMAABgOGIAAADDEQMAABju6aQXAACzzvM81Wo1ua6rZrOp4XAoy7Jk27ZisZii0ajm5uYmvUwYbM7zPG/SiwCAWTQajZTNZnVwcKB2u61QKKRIJKKlpSX1ej11Oh2Nx2OtrKxof39fe3t7mp+fn/SyYSB+JgCAR9BoNOQ4jjKZjGzbVrFYVK/XU6vV0sXFhVqtlnq9norFomzbViaTkeM4ajQak146DMTOAAD47Pz8XFtbW1peXlY+n9eLFy+++zeu62p3d1fdbleFQkGbm5s/YKXAR8QAAPjoekdgY2NDp6enWlhYuPXf9vt9bW9vq1KpqFwua21t7RFXCvwPMQAAPhmNRnIcR1dXV6pWq3cKgWv9fl/xeFyWZalcLnOGAD8EZwYAwCfZbFb1el35fP5eISBJCwsLyuVyqtVqymazPq8Q+DJ2BgDAB57nybZt2bat4+PjB89LJpNqt9tqNBp8dohHx84AAPigVqup3W4rlUr5Mi+VSqnVaqler/syD/gWYgAAfOC6rkKhkBKJhC/zEomEQqGQXNf1ZR7wLcQAAPig2WwqEonIsixf5oXDYUUiETWbTV/mAd9CDACAD4bDoZaWlnydubi4qMFg4OtM4Et4m+CWuFscwLdYlqVer+frzMvLS4XDYV9nAl/CzsB3jEYjHR4eyrZtPX/+XOl0WmdnZ/rvf/+rs7MzpdNpPX/+XLZt6/DwUKPRaNJLBjABtm2r0+loOBz6Mm8wGKjT6ci2bV/mAd9CDHwDd4sDuK1YLKbxeKxSqeTLvFKppPF4rFgs5ss84Fu4Z+AruFscwF1wzwCCjJ2BL2g0Gtra2tLGxoaq1eqtQkD6+C+DarUqx3H06tUrdggAg8zNzWl/f18nJycP/hzQdV29f/9e6XSaEMAPwc7A33C3OID78vu/H5VKRU+fcs4bj4+dgb/hbnEA9zU/P698Pq9ut6vt7W31+/07/f31q4Xdble5XI4QwA/DzsAn+M0PgB/Oz8/16tUrPXv2TLlc7laHADlzhEliZ+AT3C0OwA+bm5sql8uyLEuO4yiZTOrs7Oyzzw4Hg4GKxaKSyaQcx7n5aZEQwI/GHtQnHvNu8Wg06svMSeDCJeDu1tbWVC6Xlc1mdXBwoH/84x8KhUKKRCJaXFzU5eWlOp2OxuOxVldX9fbtW+3t7XHGCBPBzwSf+Oc//6mzszO1Wi3fZq6uruof//iH/vWvf/k280cZjUY3/yFrt9s3/yFbWlpSr9e7+Q/ZysqK9vf3+Q8Z8BWe56ler98E9WAwUDgcvgnq9fV1ghoTxc7AJ7hb/H8ajYZ2dnZUr9f1+vVr/fvf/1YikfjLIyzD4VClUklHR0fKZDL6v//7P+Xzea2trU1w5cD0mZubUzQaDfQOIWYbZwY+wd3iH52fn998HnVxcaHj42O9fPnys9fYLMvSy5cvdXx8rEqloqurK21sbOj8/HxCKwcA3Acx8AnuFufCJQAwETHwCdPvFh+NRtrZ2dHy8rJOT0/vfM/CwsKCTk9P9ezZM+3u7vJoEwAEBDHwiWg0qpWVFR0dHfky7+joSKurq1pfX/dl3mPjwiUAMBMx8AmT7xb3PE8HBwd6/fr1rX8a+JpYLKZffvlF7969Ex+rAMD049PCvzH1bvEPHz7o+fPnKhaLevny5YPnFYtF/fzzz/rw4QMnqAFgyrEz8Dem3i3+mBcuAQCmGzHwBWtrayoUCqpUKorH47f+HzTXdRWPx1WpVFQoFAL1vX2z2VQkEvns88H7CofDikQiajabvswDADweYuArTLtbnAuXAMBcwdjDnhCT7hbnwiUAMBcHCG9p1u8WPzo6UjqdVq/X8+WngsFgoJ9++kmHh4f67bfffFghAOCxsDNwS7N+t/inFy758TVB0C5cAgCTsTMASR93Pmzblm3bOj4+fvC8ZDKpdrutRqMR6B0TADABBwghyewLlwDAdOwM4IapFy4BgOnYGcANUy9cAgDTEQP4CxMvXAIA0xED+IxpFy4BgOk4M4CvGo1GNxcutdvtb164lE6nA3vhEgCYjhjAd836hUsAYDpiAAAAw3FmAAAAwxEDAAAYjhgAAMBwxAAAAIYjBgAAMBwxAACA4YgBAAAMRwwAAGA4YgAAAMMRAwAAGI4YAADAcMQAAACGIwYAADAcMQAAgOGIAQAADEcMAABgOGIAAADDEQMAABiOGAAAwHDEAAAAhiMGAAAwHDEAAIDhiAEAAAxHDAAAYDhiAAAAwxEDAAAYjhgAAMBwTye9AAAApp3nearVanJdV81mU8PhUJZlybZtxWIxRaNRzc3NTXqZ9zbneZ436UUAADCNRqORstmsDg4O1G63FQqFFIlEtLS0pF6vp06no/F4rJWVFe3v72tvb0/z8/OTXvad8TMBAABf0Gg05DiOMpmMbNtWsVhUr9dTq9XSxcWFWq2Wer2eisWibNtWJpOR4zhqNBqTXvqdsTMAAMDfnJ+fa2trS8vLy8rn83rx4sV3/8Z1Xe3u7qrb7apQKGhzc/MHrNQfxAAAAJ+43hHY2NjQ6empFhYWbv23/X5f29vbqlQqKpfLWltbe8SV+ocYAADgT6PRSI7j6OrqStVq9U4hcK3f7ysej8uyLJXL5UCcIeDMAAAAf8pms6rX68rn8/cKAUlaWFhQLpdTrVZTNpv1eYWPg50BAAD08fNB27Zl27aOj48fPC+ZTKrdbqvRaEz9Z4fsDAAAIKlWq6ndbiuVSvkyL5VKqdVqqV6v+zLvMREDAADo49cAoVBIiUTCl3mJREKhUEiu6/oy7zERAwAASGo2m4pEIrIsy5d54XBYkUhEzWbTl3mPiRgAAEDScDjU0tKSrzMXFxc1GAx8nfkYiAEAACRZlqVer+frzMvLS4XDYV9nPgZiAAAASbZtq9PpaDgc+jJvMBio0+nItm1f5j0mYgAAAEmxWEzj8VilUsmXeaVSSePxWLFYzJd5j4l7BgAAEPcMAABgvLm5Oe3v7+vk5OTBnwO6rqv3798rnU5PfQhI7AwAAHDD77cJKpWKnj59+ggr9Rc7AwAA/Gl+fl75fF7dblfb29vq9/t3+vvrVwu73a5yuVwgQkAiBgAA+Iu1tTUVCgVVKhXF4/Fb/2Tguq7i8bgqlYoKhUJgni+WiAEAAD6zubmpcrksy7LkOI6SyaTOzs4+++xwMBioWCwqmUzKcZybZ4s3NzcntPL74cwAAABfMRqNlM1mdXBwoHa7rVAopEgkosXFRV1eXqrT6Wg8Hmt1dVXpdFp7e3uan5+f9LLvjBgAAOA7PM9TvV6X67pqNpsaDAYKh8OybVuxWEzr6+uB+Grga4gBAAAMx5kBAAAMRwwAAGA4YgAAAMMRAwAAGI4YAADAcMQAAACGIwYAADAcMQAAgOGIAQAADEcMAABgOGIAAADDEQMAABiOGAAAwHDEAAAAhiMGAAAwHDEAAIDhiAEAAAxHDAAAYDhiAAAAwxEDAAAYjhgAAMBwxAAAAIYjBgAAMNzTSS8AAID78DxPtVpNruuq2WxqOBzKsizZtq1YLKZoNKq5ublJLzMQ5jzP8ya9CAAAbms0Gimbzerg4EDtdluhUEiRSERLS0vq9XrqdDoaj8daWVnR/v6+9vb2ND8/P+llTzV+JgAABEaj0ZDjOMpkMrJtW8ViUb1eT61WSxcXF2q1Wur1eioWi7JtW5lMRo7jqNFoTHrpU42dAQBAIJyfn2tra0vLy8vK5/N68eLFd//GdV3t7u6q2+2qUChoc3PzB6w0eIgBAMDUu94R2NjY0OnpqRYWFm79t/1+X9vb26pUKiqXy1pbW3vElQYTMQAAmGqj0UiO4+jq6krVavVOIXCt3+8rHo/LsiyVy2XOEPwNXxMAgEGCeAI/m82qXq/r4uLiXiEgSQsLC8rlcnIcR9lsVm/evPF5lcHGzgAAGCCoJ/A9z5Nt27JtW8fHxw+el0wm1W631Wg0pi56JomvCQBgxgX5BH6tVlO73VYqlfJlXiqVUqvVUr1e92XerCAGAGCGnZ+f3/zefnFxoePjY718+VKWZf3l/86yLL18+VLHx8eqVCq6urrSxsaGzs/PJ7Tyj1zXVSgUUiKR8GVeIpFQKBSS67q+zJsVxAAAzKhGo6GtrS1tbGyoWq3e6lM8SYrFYqpWq3IcR69evZroDkGz2VQkEvksXu4rHA4rEomo2Wz6Mm9WEAMAMINGo5F2dna0vLx850/xpI8H7k5PT/Xs2TPt7u5qNBo90kq/bTgcamlpydeZi4uLGgwGvs4MOmIAAGbQ9Qn8fD7/4BP4tVpN2WzW5xXejmVZ6vV6vs68vLxUOBz2dWbQEQMAMGM8z9PBwYFev359658GviYWi+mXX37Ru3fvNImPz2zbVqfT0XA49GXeYDBQp9ORbdu+zJsVxAAAzJhZOoEfi8U0Ho9VKpV8mVcqlTQejxWLxXyZNyuIAQCYMbN0Aj8ajWplZUVHR0e+zDs6OtLq6qrW19d9mTcriAEAmDGzdAJ/bm5O+/v7Ojk5eXCMuK6r9+/fK51Oc+HQ3xADADBjZu0E/t7entbX17W7u6t+v3+vGf1+X7u7u4pGo/rtt998XmHwEQMAMGNm7QT+/Py88vm8ut2utre37xwE168Wdrtd5XI5PX3Kszx/RwwAwIyZxRP4a2trKhQKqlQqisfjt/7JwHVdxeNxVSoVFQoFni/+CmIAAGbMrJ7A39zcVLlclmVZchxHyWRSZ2dnn0XPYDBQsVhUMpmU4zg3zxZvbm5OaOXTj1cLAWDGzPpLf197gXFxcVGXl5c3LzCurq4qnU5PzQuM04wYAIAZdHh4qEwmo0ql8qB/0buuK8dx9PbtW71588bHFT6c53mq1+tyXVfNZlODwUDhcFi2bSsWi2l9fX0q4iUIiAEAmEGj0ejmtcJqtXqvK4n7/b7i8bgsy1KlUuHg3QzjzAAAzCBO4OMuiAEAmFGcwMdtEQMAMMM4gY/b4MwAABiAE/j4FmIAAAzCCXx8CTEAAIDhODMAAIDhiAEAAAxHDAAAYDhiAAAAwxEDAAAYjhgAAMBwxAAAAIYjBgAAMBwxAACA4YgBAAAMRwwAAGA4YgAAAMMRAwAAGI4YAADAcMQAAACGIwYAADAcMQAAgOGIAQAADEcMAABgOGIAAADDEQMAABiOGAAAwHDEAAAAhiMGAAAwHDEAAIDhiAEAAAxHDAAAYDhiAAAAwxEDAAAY7v8BG4W5p4XLYOgAAAAASUVORK5CYII=", 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" ] @@ -143,7 +130,7 @@ "outputs": [ { "data": { - "image/png": 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", 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\n", 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", 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\n", 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", 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\n", 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", 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uRVRUFLy8vKo5a6Lqwxl6Oe4yQaTnTExMsHbtWgwdOhSzZs3CmwFvoUGDBujg4Y6WrVvC0MAQf/31F87FJ+DK5SuwtrbGzJkzMXPmTJiamtZ0+kRVSueiLKGCzkVxRCJz9uxZ7N27F3FxcUhNTUVZWRmsra3RoUMHdOnSBUOGDIGZmVlNp0lUpZ4sijOZ2l7nRXFF352XxKI4ztCJRMbLy4ttdKK/VeZe8ooBBEulxrGgExGRaLHlXo6L4oiIiCSAM3QiIhItztDLsaATEZFoyf7+pUsEqWBBJyIi0eIMvRyvoRMREUkAZ+hERCRavG2tHAs6ERGJllwGnVruKgkVdLbciYiIJIAzdCIiEi0uiivHgk5ERKLFgl6OLXciIiIJ4AydiIjES8dV7lJaFMeCTkREoqVry12ndr2eYcudiIhIAjhDJyIi0eIMvRwLOhERiZYMOhZ0CW0Vx4JORESixRl6OV5DJyIikgDO0ImISLR0fTiLhCboLOhERCRebLmXY8udiIhIAjhDJyIi0eIMvRwLOhERiZZcJoOcF9EBsOVOREQkCZyhExGRaHGVezkWdCIiEi1eQy/HljsREZEEcIZORESiJfv7ly7nSwVn6EREJFpPWu66HNoIDg6Gl5cXLCwsYGNjg4CAACQnJ7/wnNDQ0Kc+09TUtMIYlUqFOXPmwN7eHmZmZvDz80NKSopWubGgExGRaFV3QY+KikJQUBBOnz6Nw4cPo6SkBH369EFBQcELz1MoFMjIyFAff/75Z4X3Fy1ahBUrViAkJAQxMTGoU6cO+vbti8LCQo1zY8udiIhIQxERERW+Dg0NhY2NDeLi4tC9e/fnnieTyWBnZ/fM91QqFb799lt88cUXGDx4MABgy5YtsLW1xe7duzF8+HCNcuMMnYiIROvJbWu6HACQl5dX4SgqKtLo83NzcwEA1tbWLxyXn5+PJk2awNHREYMHD0ZSUpL6vdTUVGRmZsLPz0/9mqWlJby9vXHq1CmNfy9Y0ImISLSEark7OjrC0tJSfQQHB7/0s5VKJaZPn44uXbrAxcXlueNat26NjRs3Ys+ePfjxxx+hVCrRuXNn3Lx5EwCQmZkJALC1ta1wnq2trfo9TbDlTkREtV56ejoUCoX6axMTk5eeExQUhMTERERHR79wnI+PD3x8fNRfd+7cGW3atMH333+Pr7/+uvJJ/wMLOhERiZZQG8soFIoKBf1lpkyZgn379uHEiRNo3LixVp9pZGQEd3d3XLt2DQDU19azsrJgb2+vHpeVlQU3NzeN47LlTkRE4qVru13LHwZUKhWmTJmCXbt24ejRo3ByctI65bKyMly8eFFdvJ2cnGBnZ4fIyEj1mLy8PMTExFSY2b8MZ+hEREQaCgoKwtatW7Fnzx5YWFior3FbWlrCzMwMABAYGIhGjRqpr8P/+9//RqdOndCiRQvk5ORg8eLF+PPPPzFu3DgAj7sE06dPx7x589CyZUs4OTlh9uzZcHBwQEBAgMa5saATEZFoVffDWdasWQMA8PX1rfD6pk2bMGrUKABAWloa5PLyBvj9+/cxfvx4ZGZmwsrKCh4eHjh58iTatm2rHvPJJ5+goKAAEyZMQE5ODrp27YqIiIinNqB54feiUqlU2n07RERENSsvLw+WlpZoEewHA9PKz03LCktxbeYR5ObmanUNXR/xGjoREZEEsOVORESi9bjlrssqdwGTqWEs6EREJFp8Hno5FnQiIhItGXRcFCdYJjWP19CJiIgkgDN0IiISLbbcy7GgExGRaLGgl2PLnYiISAI4QyciItHiDL0cCzoREYlWdW/9qs/YciciIpIAztCJiEi02HIvx4JORETixZ67GlvuREREEsAZusQplUpcu3YNsbGxuH37NlQqFezs7ODh4YHWrVvDwMCgplMkIqo0ttzLsaBL1L1797B27VqsXLUSt27eAgAYGBsCMhnKikoAAA1tGmLS+5MwadIk2NnZ1WS6RESVwo57OZlKpVLVdBIkrF27dmHc+PHIyc2B0sYEsDUDLIwA479n4yVK4EEJ8NcjGGQVwdzMDN+t+A6BgYGS+mmViKQrLy8PlpaWaL/idRiYGVU6TtmjEpz/1z7k5uZCoVAImGH14zV0CVGpVJg9ezbeeOMN3Dd4BKVPQ6CtFVDftLyYA4CRHLA2AV6thzKfBsivU4ZRo0Zh8uTJUCqVNfcNEBFRpbHlLiELFy7EvHnzgBYKqJrU1ayXZGwAlbMVUM8YId+HoE6dOliyZEnVJ0tEJABeQy/HGbpExMbG4vPPPwea1gWaWmh/YahRHaCFJZYuXYojR45UTZJERAJ7UtB1OaSCBV0CVCoVxo4bB5mFMdBMh2tAr9SBvL4Zxowdg9LSUuESJCKiKseCLgG///47Lpw/j7JmdQC5bss9lc3rIj0tHfv27RMuQSKiKvJklbsuh1SwoEvApk2bYFjX5PFCN10pjGFgZYYNGzboHouIqIqx5V6OBV0CfouORqmloWA/apbVM8TJUyfBOxqJiMSDBV3kiouLcf3atcf3mQvFwgj3su8hKytLuJhERFVB19k5Z+ikLx4+fPj43nEjAf9XGj6O9eDBA+FiEhFVAbbcy7Ggi5yxsfHj/1AK2B7/O5Y6NhER6T1uLCNy5ubmsLW3Q1Z+vnBBC0pgamqKxo0bCxeTiKgKcGOZcizoEtCpozf2/nYIgm3amlsCN3c3rZ/Edu7cORw6dAixsbFIS0+DSqVCI4dG8PDwQK9eveDj4yOpvzxEVPP4cJZyLOgS8Pbbb2PPnj1AQQlQR8fFcUVlkN0txIjPR2h8Snh4OGbPmYP4uDgYGBkCCiOUGT/+WxJ3PRF7D+zH7Nmz0aZtG8yZPQfDhg1jYSciQcig4wwd0vm3iE9bk4CioiI4NGqE+0aPoHKx0i1Ycg5M75QhIyMD9erVe+HQ/Px8TJ48GT/88APk1qZQNjYHGpg+vbmNSgXcK4Ls5kOo7jzCwIEDsXHjRjRo0EC3XImo1nrytDXvtW/C0LzyE5nShyWImbCTT1sj/WBiYoJlS5dClfkQ+OtR5QPdLwJuFmDevHkvLeYPHjxAr9d6YWvYz0DbelC6WwM2Zs/eqU4mA+qbQtXeGmhnjfDDEejcpTP++uuvyudKRASucv9fLOgSERgYiIEDB8Lgch6QU6R9gPwSGCTlwqeTD6ZPn/7CoSqVCm+//TbiE86hzN0KcKij+YUoGzOUuVshNf1P+Pfvzz3jiUgnLOjleA1dImQyGX7++Wf06dsHp8/EQNm87uMnqL3sD6tKBWQ+gsG1fLzasjX27t370sVwGzduREREBOBWH1BU4ta2OkYodbHEudh4LFq0CLNmzdI+hkQplUrExMTg7NmzuHTpEh49egRzc3M4OzujY8eO8PT0hFzOn8OJ6Gm8hi4xDx8+xAcffIC1a9dCbmUKZSOzZ7fClSoguxDym4+gzH6E4cOHY82aNS9ttRcWFsKhkQPumxQBzjper0/JhVFGMTJu30b9+vV1iyVyRUVFWLVqFZavWI60P9MgM5DD0MIESgNAXgaU5hVBpVSiWfNmmPavaZg0aRKMjATcHZBIZJ5cQ++8YajO19BPjt3Oa+ikf8zNzfH999/jyJEj6OziCSTehzwqE4Zx94CLjw+D+HuQn8gCzt+DW9O22L17N37++eeXFnMA2L59O+7fu//4ueu6alIXZWWl2LRpk+6xRCw+Ph5u7u746OOPkVZ8F/BsAFUPO5R4WqPM3RolntZQ+doBHRogtSAT0z+Yjg4eHrhw4UJNp05U49hyL8eCLlGvvfYafjvxG5KSkvDNsm/wfwOHomfbTujRxhvD+g3B4oWLEB8fj7jYWAwePFjjuDt27IDc2kz32+MAwNgAygYmCNsWpnsskTp48CB8OvsgJSMVqo4NHnc96pk83VGRywBrE6hcrKDybIDLaSnw7tQJx48fr5G8iWqr4OBgeHl5wcLCAjY2NggICEBycvILz1m3bh26desGKysrWFlZwc/PD2fOnKkwZtSoUU/9oNGvXz+tcuM1dIlr27Yt2rZtK1i802dioLTQbsOZF1IY4+LFiygtLYWhYe364xgfH49BgwehxNIQKud6gIGGMwWFMco6WEF1MQf9+/fH2bNn4ezsXKW5EuktGXTcWUa74VFRUQgKCoKXlxdKS0sxa9Ys9OnTB5cuXUKdOnWeec7x48cxYsQIdO7cGaampli4cCH69OmDpKQkNGrUSD2uX79+FTqWJibaPRKb19BJYw8fPnz8B9bZCrA3FyZodiFwLht//PEHnJychIkpAkVFRWjv5oZrGTdQ1sFa82L+v8qUMIy7D5fmbXD2zJla9wMR1W5PrqF3DR0GQ/PKP3ei9GExokdtQ3p6eoVr6CYmJhoV1Dt37sDGxgZRUVHo3r27Rp9ZVlYGKysrrFy5EoGBgQAez9BzcnKwe/fuSn0fAFvupIWSkpLH/yHkn5q/W8vFxcUCBtV/q1evRkrKVZS9qqhcMQcAAzlKW1vgfEIC1q9fL2yCRCIhl+l+AICjoyMsLS3VR3BwsEafn5ubCwCwtrbWOOeHDx+ipKTkqXOOHz8OGxsbtG7dGpMmTUJ2drbGMQHO0EkLJSUlMDUzhbKlAmj87NaS1v56BFy4h4yMDNjZ2QkTU88p/16t/mfRHd3vFAAgu3gfra1fwaWkS5Ja4EP0Ik9m6N036z5DPzGycjN0pVKJQYMGIScnB9HR0Rp/5uTJk3Hw4EEkJSXB1NQUABAWFgZzc3M4OTnh+vXrmDVrFurWrYtTp05p/FwN9uhIY0ZGRmjVqjWu5P0JQKCC/qAE1vWtYWtrK0w8EThz5gz+vPEn4CHM1rcqezNcSbiCixcvol27doLEJBILoZ62plAotL5tLSgoCImJiVoV8wULFiAsLAzHjx9XF3MAGD58uPq/XV1d0a5dOzRv3hzHjx/Ha6+9plFsttxJK927dYNhbtnjDWkEYJBTgs6dO9eqmeXZs2chM5ADlgI9b76eMSADYmNjhYlHJCJymUznozKmTJmCffv24dixYxo/anrJkiVYsGABDh069NIfvps1a4YGDRrg2rVrGufEgk5aGT16NErzi4DsSmwv+095xSi7X4hxY8fpHktELl26BEOLZ9yaVlmGchjVNUVSUpIw8YjouVQqFaZMmYJdu3bh6NGjGi/mXbRoEb7++mtERETA09PzpeNv3ryJ7Oxs2Nvba5wbCzppxdvbGx6enjD4o+DxbnOVpVJBfi0fTZo2wYABA4RLUAQKCwuhEqqYP2Egw6NHOjyYh0ikqntjmaCgIPz444/YunUrLCwskJmZiczMzAp//wIDAzFz5kz11wsXLsTs2bOxceNGNG3aVH1Ofn4+gMdPrvz4449x+vRp3LhxA5GRkRg8eDBatGiBvn37apwbCzppRSaTYdPGjZA9LAWu5VY+0J/5UN57hNBNobXuditzc3PIdPlh6FnKVDA3F+hWQiIRkQtwaGPNmjXIzc2Fr68v7O3t1ce2bdvUY9LS0pCRkVHhnOLiYrz11lsVzlmyZAkAwMDAABcuXMCgQYPQqlUrjB07Fh4eHvjtt9+0uhe9dv1LSoJwdXXF0qVLMW3aNMBADjSz0G5jh/R84FoeZs6cCV9f3yrLU185OzujNK8IKFNV/pa1/1WqRMmDQri6uuoei4heSJMbw/65g+ONGzdeON7MzAwHDx7UIavHWNCpUv71r3+hoKAAs2bNgvxBKZStFYDZS/44FZdBlpwHVdZDTJ8+Hf/5z3+qJ1k94+XlBZVSCeQWA9ba7QT1TPcfr2fQ5LockdTIdFjY9uR8qWDLnSpt5syZOHDgAGyMLCE79Rdkifcf31de+D+r4IvKgLuFwKX7kJ+8A8tiY4SFhWHZsmWS+oukDU9PTzRv0Ryy2w8FiSe/XQjXdu0E3eKXSCz4cJZyLOikk379+iH5SjK+WfYNmtW1By7cA6IzITuWCfmxDOC3TCAhG43kVvjP1/OQcjUFw4YNk9RfIm3JZDJMnzb98Q8/eTrukHe/CMq7DzF92rRa/XtKRNwpjgSkUqlw8+ZNxMXF4datW1CpVLC1tYWHhwecnJxYcP5HSUkJPL28kJSajDIPq8drEbRVqoRh7D14uroj+rdojXeTIpKCJzvF9fv5PRjpsFNcycNiRIz4QRLPQ+c1dBKMTCaDo6MjHB0dazoVvWdkZISffvwRHb29UXQhB8p29bQr6qVKyC/kwFRmhM2hm1nMqdYSaqc4KWDLnaiGuLi44EB4OEweyWAQe+/xIjlN3C+CYew91Ck1xOFDh9GqVauqTZRIj1X3bWv6TErfC5Ho9OjRA7Fnz6J9S2fIYu9CduH+40WEpcqKA0uVwJ1HkJ+/D8TfhYeLG+Ji49CpU6eaSZyI9A5b7kQ1rG3btoiJicGmTZvwzbff4nLCJUAGGNU1fXyfepkKJQ8KAQDO7drhg4XTERgYyDY7EaDTfuxPzpcKFnQiPWBoaIjx48dj3LhxSEpKwtmzZ3Hp0iU8evQI5ubmcHZ2hpeXF9q0aSOpa35EuuI19HIs6ER6RCaTwcXFBS4uLjWdChGJDAs6ERGJFlvu5VjQiYhItGR/H7qcLxVc5U5ERCQBnKETEZFoseVejgWdiIhESw4dC7qEmu5suRMREUmAaGboWVlZuHz5Mh49eoS6devCxcUFVlZWNZ0WERHVIN6HXk6vC/r169cREhKCsLAw3Lx586n3W7ZsicDAQIwbNw52dnY1kCEREdUkmY7X0KVU0PWy5V5YWIhPP/0UrVq1woYNGzBoyED8tO1HnE86h5QbVxF3/iw2btmAzl19MH/+fDg5OWHZsmUoKyur6dSJiKgayQQ4pELvnod++/Zt9OvXD8nJyfjiy88x5V9BMDMze+74nJwc/Off87Hqu9Xo1asXdu3aBQsLi2rMmIiIqtuT56EP/3U8jOtU/nnoxQXFCHtjHZ+HLrS7d++iV69eyC/Ix8kz0XB2cX7pOfXq1cPiZYvw+sABePvN4RgwYAAOHToEU1PTasiYiIhqEm9bK6dXLffJkyfj7t27OHjkgEbF/H/16NkDu/ftQkxMDObOnVs1CRIRkV55UtB1OaRCbwr67t27sX37dny78hs0b9G8UjF8OnfCF3NmYfHixTh37pzAGRIREekvvSnoixcvRg/f7nhr6Js6xfngow/QpGkTfPPNNwJlRkRE+komK791rXJHTX8HwtGLgp6UlISTJ09i4uSJOscyNDTE2PFjsG3bNuTk5OieHBER6S223MvpRUGPjo6GgYEB+vn3FSTewEGvo7i4GLGxsYLEIyIi0nd6UdDPnTuHNm3bvPD2NG20aNkCFhYWvI5ORCRxvA+9nF7ctnb37l3Y2dkKFk8ul6OhTUNkZ2cLFpOIiPQPb1srpxczdAMDA5SWlgoas7S0FAYGBoLGJCIi0ld6UdCdnJyQknJNsHgPHz7EzfSbaNq0qWAxiYhI/3BRXDm9KOgeHh64dfMWbt/OECRefNw5KJVKeHh4CBKPiIj0k263rOn2pDZ9oxcFvVevXjAxMcHWH7cKEm/rj1vRuHFjtGvXTpB4RESkn+QCHFKhF99L/fr1MXz4cISs/h4FBQU6xbp16za2/fwLJk6cCENDvVjzR0REVOX0oqADwOzZs3Ev+x5mf/5lpWOoVCoETQyCpaUlgoKCBMyOiIj0kq7tdrbchde8eXMsWLAAa1auQejGzVqfr1Kp8NWcf+NgxCGsXbsWVlZWVZAlERHpEy6KK6c3BR0Apk6divfffx+TJkzGf/49HyUlJRqdl5+fjymTpmJh8CIsXrwYr7/+ehVnSkREtVFwcDC8vLxgYWEBGxsbBAQEIDk5+aXnbd++Ha+++ipMTU3h6uqK8PDwCu+rVCrMmTMH9vb2MDMzg5+fH1JSUrTKTa8Kukwmw+rVqzF37lwE/2cBunfugd279jz3HvVHjx7hh80/wMvdG2Fbt2HdunX46KOPqjlrIiKqKdU9Q4+KikJQUBBOnz6Nw4cPo6SkBH369Hnh+q+TJ09ixIgRGDt2LM6dO4eAgAAEBAQgMTFRPWbRokVYsWIFQkJCEBMTgzp16qBv374oLCzUODeZSqVSafXdVJO4uDhMmzYNv//+O2xsbODt4w1XVxeYmZshLzcPF85fwOlTMcjNzcWAAQOwfPlyNG9euceuEhGRuOTl5cHS0hJTDk6DSR2TSscpKijCyr7LkZubC4VCofX5d+7cgY2NDaKiotC9e/dnjhk2bBgKCgqwb98+9WudOnWCm5sbQkJCoFKp4ODggA8//FA9Kc3NzYWtrS1CQ0MxfPhwjXLR22XgHh4eiI6ORkJCAsLCwhAbG4vQjZtRWFiIOnXqwNXVFR988AHeffddFnIiItJJXl5eha9NTExgYvLyHxRyc3MBANbW1s8dc+rUKcyYMaPCa3379sXu3bsBAKmpqcjMzISfn5/6fUtLS3h7e+PUqVPiL+hPuLm5wc3NrabTICIiPSSHDHIdHrHy5FxHR8cKr3/55ZeYO3fuC89VKpWYPn06unTpAhcXl+eOy8zMhK1txeeV2NraIjMzU/3+k9eeN0YTel/QiYiInkfX3d6enJuenl6h5a7J7DwoKAiJiYmIjo6u9OcLSa8WxREREdUEhUJR4XhZQZ8yZQr27duHY8eOoXHjxi8ca2dnh6ysrAqvZWVlwc7OTv3+k9eeN0YTLOhERCRa1b3KXaVSYcqUKdi1axeOHj0KJyenl57j4+ODyMjICq8dPnwYPj4+AB4/oMzOzq7CmLy8PMTExKjHaIItdyIiEi3Z3790OV8bQUFB2Lp1K/bs2QMLCwv1NW5LS0uYmZkBAAIDA9GoUSMEBwcDAKZNm4YePXpg6dKlGDBggHqh99q1ax/nIJNh+vTpmDdvHlq2bAknJyfMnj0bDg4OCAgI0Dg3FnQiIhItoa6ha2rNmjUAAF9f3wqvb9q0CaNGjQIApKWlQS4vb4B37twZW7duxRdffIFZs2ahZcuW2L17d4WFdJ988gkKCgowYcIE5OTkoGvXroiIiICpqanm34u+3odORET0PE/uQ//wyEc634e+1G9Jpe9D1yecoRMRkWjpuh+7lPZyZ0EnIiLRkv19J7ou50uFdL4TIiKiWowzdCIiEi05dGy567BCXt+woBMRkXjJtF+p/s/zpYItdyIiIgngDJ2IiESrujeW0Wcs6EREJFq8ba0cW+5EREQSwBk6EQlOpVIhLS0NCQkJyM3NhZGREVq2bAlXV1eNHktJpKnq3vpVn7GgE5Fg0tPT8f3332P9hvXIysx66n0jIyP0798fQUFB8PPzk9Q/plQz5H//0uV8qWBBJyKdlZWVYfny5Zj1+SzIDGR4tW8b+Hh3gW1rW5gqzKAsLUN2ajZuXbyFUwdOYU+fPfD398e6devQqFGjmk6fRIwz9HIs6ESkk4cPH+LNN9/EwYMH4T60A7qM6wpj83+01Y0NYe/sAHtnB3gM88T136/h6JJIOLs6IyI8Ap06daqZ5IkkRDq9BiKqdmVlZXjjjTdwLOoY3lj6Fnr+67Wni/k/yGQytOjaEu9tGQmLVxTo3ac3zp8/X00Zk9Q8maHrckgFCzoRVdqyZctw6NAhvD5/MJp2dNLqXDOFGYYsfgN17OtixP+NQFFRURVlSVImVz+epfKHVLCgE1Gl3LhxA1/M/gIdhnmiqVfTSsUwNjdB38/9cfXqVSxatEjYBIlqGRZ0IqqU1atXw9DEEF3GdtEpTsPmDeE6uD1WfLeCs3TSGlvu5VjQiUhrSqUS6zesRxv/tjAyM9Y5ntsQd9y9cxf79u0TIDuqTZ7sFKfLIRUs6ESktZSUFNy/dx9OnZoJEq9+0/qwcrDCqVOnBIlHVBvxtjUi0lpCQgIAwKa1rWAxG7RqiLj4OMHiUe3Ah7OUY0EnIq3l5ORAJpfBTGEmWEzzeua4d+OeYPGodpDL5JDLdNgpTodz9U2tLOjFxcVISkpCWloaVCoVbGxs0L59e9SpU6emUyMSBUNDQ6iUKihLlZAbCvMPYllJGUyNuM87UWXVmoJeVlaG8PBwrFmzBpGRkSguLq7wvlwuh6enJyZOnIjhw4fD3Ny8hjIl0n/NmzcHANxLu4cGzRoIEjMn7T66u3YXJBbVHtz6tZx0eg0vcPnyZXTp0gWDBg3CX3f+wn8WzMPRE5G4cesPpGXcwOnYk1gVshLW9a0wbtw4tGnTBkeOHKnptIn0VocOHQAAtxNvCRKvpKgEWSlZ8PDwECQe1SYynX5BQtfQJV/Qd+zYAXd3d9zPuY/Dxw4h+vQJTPlXEHw6d4KtrS0aNmyI9m7tMWrMSOza+yvOJ52DU7Om6N27N7766iuoVKqa/haI9I5CoYBvT19cPpAkSLyrR5NRUliCQYMGCRKPag/etlZO0gV97969GD58OAYFDMTp2JPo2u3lG2C0bNUS4Yf248uv5mDu3LmYP39+NWRKJD5Tp0zFzYs3cTMhXac4ZSVliA+LRe/evdGiRQuBsiOqfSRb0DMyMjBy5Ej4D/DHpi0bYWam+WpcuVyOzz7/FJ/PnoXZs2cjOjq6CjMlEqfBgwfDp7MPDi88hJJHxS8/4TlitpzCvT/vYeHChQJmR7WFbg133W550zeSLejTpk2DsbERQtathoGBQaVizPziM3T07ogxY8agtLRU4AyJxM3AwAChm0LxKPsh9n+5D6XF2v8duXLkMk6HnsLnn38Od3f3KsiSpE4u07XtXtPfgXAkWdBTU1OxY8cOzPlqDurXr1/pOAYGBli2fClSUlK4JSXRM7Rq1Qq7d+3Gzfh0/PrBduTeztHovLLSMpwOPYnwf+/Du++9izlz5lRtokS1gCQL+qZNm6BQKDD8/4bpHKuDhzs6enfEunXrBMiMSHr69OmDyCORkOXI8MPIzYj+/gTyMvOeOba0uBSXD1/Cz+N/xOlNp/DF518gdFMo5HJJ/lNE1UAmk+t8SIUk70OPjo6Gby9fwe4l7z/AH98s/RYqlUrv7lksKChAQkICbt26BZVKBXt7e7i5uUGhUNR0alSLdOnSBYkXEzF37lysXbcWZ36KQUMnGzRo2QBmlmYoKynD/Rv3kHU1C4X5hejh64slWxfD09OzplMnkePWr+UkWdDPnTuH6TOmCRbPvYMbcnNzkZqaimbNhHkYhS6Ki4uxY8cOrFmzBidPnoRSqXxqjJeXF95//32MGDFCqwWBRJVlYWGBpUuXYu7cudi5cydOnz6N+HPxuP/HfRgZGaFD6w7wfNMTQ4YMQZs2bWo6XSLJkVxBVyqVyMnJgY2tjWAxn8S6d+9ejRf0M2fOYPTo0bh06RJ69vLFyjXfoYOHO5o6NYVMJkN6Wjri4+Kxa+dujBs3DvPmzcPGjRvh6+tbo3lT7WFhYYFRo0Zh1KhRNZ0K1QK63kvO+9D1mEwmg1wuR0lJiWAxS0oer941NKzZn3/Wrl0LHx8fmJqbIibuFMIP7cfosaPQ3q09LC0toVAo4OzijPdGvodf/7sT55POoVHjRujZsydvCSIiSXqy9asuh1RIsqA7OTnh6tWrgsW8mpwMAHBychIsprY2b96MiRMnYsKkCYiKPoZ27du99JyWrVriYOQBzPz8M3z22Wf45ptvqiFTIiKqCZIr6ADg6emJszGxgsU7eyYWLVq0gKWlpWAxtZGSkoJJkyZh1JiRWPbtEq06BXK5HHO+mo0PPpyOjz/+GPHx8VWYKRFR9ZJDpvOhjRMnTmDgwIFwcHCATCbD7t27Xzh+1KhRz+wKODs7q8fMnTv3qfdfffXVSvxeSNDAgQNxJuYMkq8k6xzr0aNH2L5tBwYOHChAZpUzceJE2DvYY8k3iyvdHvpq3ly4uDpjzJgx3J+eiCSjulvuBQUFaN++PVatWqXR+OXLlyMjI0N9pKenw9raGkOHDq0wztnZucK4yuxQKsmC/tZbb6Fhw4ZYtkT3FvPmTVtw7949TJo0SYDMtBcfH49jx47hPwvm6fS8diMjIyxeugjnz5/H0aNHBcyQiKjmVPd96P7+/pg3bx6GDBmi0XhLS0vY2dmpj9jYWNy/fx+jR4+uMM7Q0LDCuAYNtH8ssSQLuomJCb766itsCf0BkYcjKx3nzz/TMHvWHIwZMwYtW7YUMEPNbdy4EY0aN8LrAwfoHKtr965o69yGm+QQEf1DXl5ehaOoqKhKPmfDhg3w8/NDkyZNKryekpICBwcHNGvWDO+88w7S0tK0ji3Jgg48blO/9tprGPXeGFy+dFnr87Ozs/H2G2/DysoKy5Ytq4IMNfP777+jdx8/QVbYy2Qy9PPvh5MnTwqQGRFRzRPqGrqjoyMsLS3VR3BwsOC53r59GwcOHMC4ceMqvO7t7Y3Q0FBERERgzZo1SE1NRbdu3fDgwQOt4ku2oMvlcvzyyy9wcHBA7559sW/vfo3PTTiXgNd69MbtWxk4cOBAjS2GKykpQWJiItzc3QSL6e7hjvT0dGRnZwsWk4iopgh1DT09PR25ubnqY+bMmYLnunnzZtSrVw8BAQEVXvf398fQoUPRrl079O3bF+Hh4cjJycEvv/yiVXzJFnQAsLa2xrFjx9CpUycMHfI23hn+HmJOn3nuorDr167joxkfo5tPD5gYmyA6OrrCSsTqlp+fj9LSUjS0aShYTJuGj2Pl5OQIFpOISOwUCkWFw8TERND4KpUKGzduxHvvvQdjY+MXjq1Xrx5atWqFa9euafUZktsp7p+sra2xd+9e/PDDD5g7dy58u/aEUzMneHh6oHnzZpDL5bh16xbOxSfg4oWLsLa2xpw5c/Dpp5++9De9qj1pswu7SU5JhdhEROKm6zPNq2djmaioKFy7dg1jx4596dj8/Hxcv34d7733nlafUSv+VZfJZAgMDMS7776LgwcPIiIiAnFxcThz+gyUSiVsbGzg3dEbn3z8Cd566y2YmprWdMoAgLp166Jhw4a4ekW4TXKuXEmGiYkJHBwcBItJRFRTZNBttzdtfxjIz8+vMHNOTU1FQkICrK2t8corr2DmzJm4desWtmzZUuG8DRs2wNvbGy4uLk/F/OijjzBw4EA0adIEt2/fxpdffgkDAwOMGDFCq9xqRUF/Qi6Xw9/fH/7+/jWdikZkMhk8PDxwJuaMYDHPxJxBu3btYGRkJFhMIqLaIjY2Fj179lR/PWPGDADAyJEjERoaioyMjKdWqOfm5mLnzp1Yvnz5M2PevHkTI0aMQHZ2Nho2bIiuXbvi9OnTaNhQu8uttaqgi9HgwYMRFBSE9PSbcHRsrFOs+/fvY++effj8888Fyo6IqGZVZre3f56vDV9f3xduzhUaGvrUa5aWlnj48OFzzwkLC9Mqh+eR9KI4KXjnnXdQp04dfLP0W51jrVkZgtLS0qdumSAiEqvq3lhGn0nnO5EoCwsLfPnllwhZFYKTv5+qdJykxCQsmL8QH374IWxtbQXMkIiI9AELughMnz4dPj4+eGfYO7iWot1tDABw8+YtDH1jGFq1aoW5c+cKnyARUQ2RCfBLKljQRcDAwAC7du2ClZU1XuvRGxHhERqf+1vUb+jV/TWUlZZh//79gt9bSURUk2QyXTeXqenvQDgs6CJhY2ODqKgodOjQAUMGvYl3RwS+cJOc8wnnMWHsRPR5rR+aNmmK6Ojop/YOJiISO87Qy3GVu4g0bNgQ4eHhCA0Nxddffw3frj3xSpNX4OHpgaZNm0AulyMtLQ3xcedw/dp1NG7cGN999x0mT54MuZw/uxERSRkLusjIZDKMHj0aI0eOxMGDB3HkyBHExcXh4vmLUKlUsLOzw4D+A9CzZ0+8/vrr3BGOiCStMs80/+f5UsF/7UVKbJvkEBFVheq+D12fsQ9LREQkAZyhExGRaLHlXo4FnYiIREv2d9Ndl/OlQjrfCRERUS3GGToREYkWW+7lWNCJiEi0dN0cRkoby7DlTkREJAGcoRMRkWjJZTLIdWib63KuvmFBJyIi0WLLvRwLOhERiRYXxZXjNXQiIiIJ4AydiIhETLeNZaQ0r2VBJyIi0WLLvZx0fjQhIiKqxThDJyIi0eLjU8uxoBMRkWix5V6OLXciIiIJ4AydiIhEixvLlGNBJyIi0WLLvRxb7kRERBLAGToREYnW44Z75eembLkTERHpAT5trRwLOhERiRYXxZXjNXQiIiIJ4AydiIhEi6vcy7GgExGRaLHlXo4tdyIiIglgQSciEqmioiIcPnwYwcHBGDlyJEaMGIEJEyZg5cqViI2NhUqlqukUq9yTlrsuhzZOnDiBgQMHwsHBATKZDLt3737h+OPHjz/zMzMzMyuMW7VqFZo2bQpTU1N4e3vjzJkz2v5WsOVORCQ2OTk5WLRoEdavX487d+5AoVCgTds2MDU1weUrOQgNDUVJSQmcnZ0xbdo0jBkzBgYGBjWddpWQ//1Ll/O1UVBQgPbt22PMmDF44403ND4vOTkZCoVC/bWNjY36v7dt24YZM2YgJCQE3t7e+Pbbb9G3b18kJydXGPcyLOhERCISERGBcePGITc3FyPHBGLU6JFo69wWcnl5YSouLkb0iWh8H7IOEydOxObNmxEaGooWLVrUYObS4O/vD39/f63Ps7GxQb169Z753rJlyzB+/HiMHj0aABASEoL9+/dj48aN+OyzzzT+DLbciYhEYv369ejfvz/aOrdB/MU4LFm2GC6uLhWKOQAYGxujl18vbNvxMw5FRiAjMwOdOnXCuXPnaijzqiNUyz0vL6/CUVRUJGiebm5usLe3R+/evfH777+rXy8uLkZcXBz8/PzUr8nlcvj5+eHUqVNafQYLOhGRCOzduxcTJkzAhPfHY/e+XXB0bKzReV27d0X06RNo6tQUffr0wc2bN6s40+olE+AXADg6OsLS0lJ9BAcHC5Kfvb09QkJCsHPnTuzcuROOjo7w9fVFfHw8AODu3bsoKyuDra1thfNsbW2fus7+Mmy5ExHpuezsbIwfPx79B/hj2fKlT83IX8bKygp79u9CR3dvTJgwAfv375fU/ddCSE9Pr3CN28TERJC4rVu3RuvWrdVfd+7cGdevX8c333yDH374QZDPeIIzdCIiPffVV1+huLgY361ZoXUxf6J+/fpYuWYlDhw4gH379gmcYQ3Std3+9w82CoWiwiFUQX+Wjh074tq1awCABg0awMDAAFlZWRXGZGVlwc7OTqu4LOhERHosPz8foaGhmDhpAuzt7XWK5T+gHzy9PLFq1SqBsqt5QrXcq1NCQoL6/6WxsTE8PDwQGRmpfl+pVCIyMhI+Pj5axWXLnYhIj4WHh+PBgwcYPW60IPHGjh+DSRMm4+7du2jQoIEgMWtSde8Ul5+fr55dA0BqaioSEhJgbW2NV155BTNnzsStW7ewZcsWAMC3334LJycnODs7o7CwEOvXr8fRo0dx6NAhdYwZM2Zg5MiR8PT0RMeOHfHtt9+ioKBAvepdUyzoRER67OzZs3ilySt45RVHQeJ17dYFABAfH48+ffoIErM2iY2NRc+ePdVfz5gxAwAwcuRIhIaGIiMjA2lpaer3i4uL8eGHH+LWrVswNzdHu3btcOTIkQoxhg0bhjt37mDOnDnIzMyEm5sbIiIinloo9zIyVW3YSoiISKQGDBgAmRzYsXu7IPGUSiUaWNpg/vz5mD59uiAxa0JeXh4sLS1x7I9DqGtRp9Jx8h8UoGezPsjNza2wKE6MeA2diEiPPXr0COZ1zAWLJ5fLYW5ujsLCQsFi1iQxXkOvKizoRER6rG7dusjLzRMsXllZGfLz82FuLtwPCaQfWNCJiPSYi4sLLl64KFi8q8lXUVRUBFdXV8Fi1qTqfjiLPmNBJyLSYx07dsTt2xlIuZoiSLzjx6Igl8vh7u4uSLyaxpZ7ORZ0IiI91q9fP9SvXx/rvl+vcyyVSoUN6zZg8ODBz31QCIkXCzoRkR4zNTXFhAkTsGHdRqT+kapTrLCtYUhKvISpU6cKlF3Nk0HXWbp0sKATEem5WbNmwcbGBhPGvo+SkpJKxUhLS8eH0z/GiBEjKtwDLXYy6HgNXUIlnQWdiEjP1a1bF5s3b0bM6RiMem8MiouLtTr/5s1beL3fQCgUCnz33XdVlCXVNBZ0IiIR6N69O7Zv3459/90H3649kXgxUaPzdu74FT6enVFUWITIyEjUr1+/ijOtXlwUV44FnYhIJAYPHozff/8dxUUl6OTZGe8Mfw9HDh1BXl7F+9QzMjLw0w8/oUeXnnh3+Hvo1q0bzpw5g+bNm9dQ5lWHBb0c93InIhIRT09PxMXFYe3atVi9ejUG9h8MmUwGx1ccYW5ujvv37iEr6y8AQO/evbF3797H28dK6H7r/6XrveRS+n3hXu5ERCKlUqmQlJSE2NhYJCcno6ioCBYWFmjfvj06duyIxo0b13SKVebJXu6nbkShrqJupePk5+XDp2kPSezlzhk6EZFIyWQyuLi4wMXFpaZTqTG6ts3ZciciItIDbLmX46I4IiIiCeAMnYiIRIst93Is6EREJFos6OXYciciIpIAztCJiEi0uCiuHAs6ERGJFlvu5dhyJyIikgDO0ImISLQ4Qy/Hgk5EROKl4zV08Bo6ERGRPpD9fehyvjTwGjoREZEEcIZORESixdvWyrGgExGRaHFRXDm23ImIiCSAM3QiIhItztDLsaATEZFo8Rp6ObbciYiIJIAzdCIiEq3Hd6Hr0nKXDhZ0IiISLV5DL8eWOxERkQRwhk5ERKLFRXHlOEMnIiLRkgnwSxsnTpzAwIED4eDgAJlMht27d79w/K+//orevXujYcOGUCgU8PHxwcGDByuMmTt3rvoHkyfHq6++qu1vBWfoRETVQaVS4fr164iNjcXNmzehUqlgY2ODDh06oE2bNjA05D/HlVHdM/SCggK0b98eY8aMwRtvvPHS8SdOnEDv3r0xf/581KtXD5s2bcLAgQMRExMDd3d39ThnZ2ccOXJE/XVl/jzwTxARURXKzc3FunXrEBISguvXrwMAFAoFZDIZcnNzAQA2NjYYN24cJk+ejEaNGtVkuvQS/v7+8Pf313j8t99+W+Hr+fPnY8+ePdi7d2+Fgm5oaAg7OzudcmPLnYioioSHh8PZ2Rmff/45Onbywu69vyIt4way7mUgM/s2su5l4FBkBN58+02sXLkSbdq0wbp166BSqWo6ddEQquWel5dX4SgqKqqSfJVKJR48eABra+sKr6ekpMDBwQHNmjXDO++8g7S0NK1js6ATEVWB4OBgDBgwAG2d2yAx+SI2bt6Avv590bBhQ/UYhUKBbj26Ydm3S5D8x2W88dYQTJgwAWPGjEFZWVkNZi8mMgEOwNHREZaWluojODi4SrJdsmQJ8vPz8fbbb6tf8/b2RmhoKCIiIrBmzRqkpqaiW7duePDggVax2XInIhLYd999h1mzZuHz2bPw+ZxZGl2nrVevHkLWrYFvL1+MGzUepqamWLNmTTVkSwCQnp4OhUKh/trExETwz9i6dSu++uor7NmzBzY2NurX/7eF365dO3h7e6NJkyb45ZdfMHbsWI3js6ATEQkoMTERH330EYL+NRlffPm51ucPHzEM+Q/yMXXyv9C/f38MHDiwCrKUjvI5duXPBx53S/63oAstLCwM48aNw/bt2+Hn5/fCsfXq1UOrVq1w7do1rT6DBZ2IRC83NxeRkZGIjY3F9evXUVpainr16sHd3R1dunSBm5tbtd1vPGnSJDRr3gzz5n9d6Rhjx49B+L5wTJw4EX369KmS2aJUiOE+9J9//hljxoxBWFgYBgwY8NLx+fn5uH79Ot577z2tPofX0IlItNLS0jBx4kQ4ODjgzTffRGjoJmT9lYkH+XmIPxeHGTNmoEOHDvD09MRPP/1U5YvN4uLiEB0djX//5yuYmppWOo5MJsOCxcHIyMjAjh07BMyQdJWfn4+EhAQkJCQAAFJTU5GQkKBexDZz5kwEBgaqx2/duhWBgYFYunQpvL29kZmZiczMTPUdDgDw0UcfISoqCjdu3MDJkycxZMgQGBgYYMSIEVrlxoJORKKjUqmwYcMGuLi4YM+e3fjw4xlI/uMK/ki/jogjB/Df8D04dfYk7uRkYdd/d8LGtiHeffdd+Pv749atW1WW1+bNm9GocSP0H6D5bU3P06p1K/j27IFNmzYJkJmUCbMoTlOxsbFwd3dX33I2Y8YMuLu7Y86cOQCAjIyMCivU165di9LSUgQFBcHe3l59TJs2TT3m5s2bGDFiBFq3bo23334b9evXx+nTpyssoNTod0LF+yOISERUKhVmzZqFBQsWIHDUe1i4ZAHq1av30vMiwiMQ9P4UGBgY4ujRo2jRooXguXXs2BGtXm2J9ZvWCRJv8cIlWLxgCXJyciCXc/71v/Ly8mBpaYmUzEuwUFhUOs6DvAdoadcWubm5VXoNvTrwTwgRicqKFSuwYMECBC+aj+/Xh2hUzAGgX/9+OHHqBEzNTNGnT58KLU8hqFQqXLhwAe3d2gsW082tPR48eIAbN24IFpOkiwWdiETjypUr+PTTTzF56iRMnzHt5Sf8Q6NGDtgbvgd3797FBx98IGhuJSUlKCoqgpVVPcFiWv29+UheXp5gMaWnelvu+owFnYhE4+OPP0Zjx8b4+j//rnSMJk2bIHjRfGzatAnx8fGC5WZoaAiZTIbCQuF2GCt89AhA1dwTLRX/fKhJZQ6pYEEnIlFITU3F/v378dEnH8Lc3FynWCNHB6KxY2OsWrVKoOwAuVyOli1b4tKly4LFvHTpMgwNDeHk5CRYTJIuFnQiEoXt27fD3Nwcbw8fqnMsQ0NDjBo9Er/88ougW6x6enri9MlTgsU7+ftJuLi46HQLHNUeLOhEJApnz56Fewd3nWfnT3Tu4oP8/HxcvXpVkHgAMHToUJyLT0DCuQSdY927dw97dv23wp7f9LTqfh66PmNBJyJRuHz5MpxdnQWL59LORR1XKK+//jocHR0xf94CnTexWb5sBZRKJcaMGSNQdtLEgl6OBZ2IRKGwsBB1BJqdA1DP9AsLCwWLaWhoiGXLlmHvnr34Zdv2SseJi43H0sXL8MUXX8DW1law/EjaWNCJSBTq1q0r6O1bubmPY9WpU0ewmADw1ltvYcSIEZg0fjJOHD+h9fkpV1MwdMhQuLu747PPPhM0N5I2FnQiEgVXV1ecT7ggWLwLCecBPH5cpdA2btyIrl27YtCAAHy3fCWUSqVG5/26cxd6dnsNVlbW2LdvH4yMjATPTWp421o5FnQiEoWOHTvifMJ53Lt3T5B4x49FoUGDBmjatKkg8f6Xqakp9u7diwkTJuCTDz9Ft8498PPWsGe298vKyhARHoFB/QfjnWHvonv37jhx4gRb7aQ1FnQiEoVhw4ZBpVLhh80/6hzr0aNH+GHzjwgMDKyyGZqJiQlWrFiBqKgoWFlaYUzgWNha26OLd1e8OyIQge+MRK/ufrC1tseQQW/i7p1s/PLLL9i5cyfq169fJTmRtPHhLEQkGoGBgTh48CDiLpxFgwYNKh1n/tfBmD8vGJcvX0bLli0FzPD5kpOTcfjwYcTGxuLmzZtQKpWwsbGBh4cHfH194enpKan2b1V78nCW1L+uQaHDw1ny8h7AyaaFJB7OwoJORKKRkZEBZ2dn+PbyxY8/b6nUE8jiYuPh27UnPv30U8ybN68KsqTqwIL+NLbciUg07O3tsW7dOuz+dTemT/1A48VmT1w4fwEBrw9Bhw4dMHv27CrKkqoXH87yBAs6EYnKm2++iXXr1mH92g3o06sfrl+7/tJzlEolVq5YBd+uvdCkSROEh4fzgScSwXJejgWdiERn7NixOHr0KG7fuo0O7TwxOnAMjkUeq3CfulKpxLWUa/hu+Uq4uXTAxzM+wdixYxEVFcVFZxLC29bKGdZ0AkREleHr64sLFy4gJCQEISEhCNu6DTKZDA6NHGBkZITsu9l48OABDA0N8eabb2LL5i3o1KlTTadNVGW4KI6IRE+pVCIpKQlxcXG4fv06SktLUa9ePbi7u8PT0xPW1tY1nSIJ7MmiuD/vpOq8KK5JQydJLIrjDJ2IRE8ul8PV1RWurq41nQpVM12vg0un4c5r6ERERJLAGToREYmclObZlceCTkREoqXrSnUprXJny52IiEgCWNCJiIgkgC13IiISLdnfv3Q5Xyo4QyciIpIAztCJiEjEeCf6EyzoREQkWizn5VjQiYhItHjbWjleQyciIpIAztCJiEjE2HR/ggWdiIhEi+W8HFvuREREEsAZOhERiRjn6E+woBMRkWhxlXs5ttyJiIg0dOLECQwcOBAODg6QyWTYvXv3S885fvw4OnToABMTE7Ro0QKhoaFPjVm1ahWaNm0KU1NTeHt748yZM1rnxoJORESkoYKCArRv3x6rVq3SaHxqaioGDBiAnj17IiEhAdOnT8e4ceNw8OBB9Zht27ZhxowZ+PLLLxEfH4/27dujb9+++Ouvv7TKTaZSqVRanUFERFTD8vLyYGlpiax7GVAoFDrFsbW2R3p6eoU4JiYmMDExeeG5MpkMu3btQkBAwHPHfPrpp9i/fz8SExPVrw0fPhw5OTmIiIgAAHh7e8PLywsrV64EACiVSjg6OmLq1Kn47LPPNP5eOEMnIiLRKi4o1fkAAEdHR1haWqqP4OBgQfI7deoU/Pz8KrzWt29fnDp16nH+xcWIi4urMEYul8PPz089RlNcFEdERKJjbGwMOzs7ODo66hzLzs4O58+fh6mpqfq1l83ONZWZmQlbW9sKr9na2iIvLw+PHj3C/fv3UVZW9swxV65c0eqzWNCJiEh0TE1NkZqaiuLiYp1jGRsbVyjmYsWCTkREomRqaqr3hdjOzg5ZWVkVXsvKyoJCoYCZmRkMDAxgYGDwzDF2dnZafRavoRMREVURHx8fREZGVnjt8OHD8PHxAfC4O+Dh4VFhjFKpRGRkpHqMpljQiYiINJSfn4+EhAQkJCQAeHxbWkJCAtLS0gAAM2fORGBgoHr8+++/jz/++AOffPIJrly5gtWrV+OXX37BBx98oB4zY8YMrFu3Dps3b8bly5cxadIkFBQUYPTo0VrlxpY7ERGRhmJjY9GzZ0/11zNmzAAAjBw5EqGhocjIyFAXdwBwcnLC/v378cEHH2D58uVo3Lgx1q9fj759+6rHDBs2DHfu3MGcOXOQmZkJNzc3REREPLVQ7mV4HzoREZEEsOVOREQkASzoREREEsCCTkREJAEs6ERERBLAgk5ERCQBLOhEREQSwIJOREQkASzoREREEsCCTkREJAEs6ERERBLAgk5ERCQB/w9dhm+A7RagjQAAAABJRU5ErkJggg==\n", + "image/png": 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", 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lq0lEVAJ4AAvJjlarffR/pPzN+Ph39tPaRERGyhwPYGFwy5y9vT2srK1RVCBhyBZoAADly5eXriYRUUkQO4xmcJOhWVpaomHDhkhMTZau6INCVK1WDeXKlRN9qUajwcWLF3H79m0IggA3NzfUr18fVlZ63KZGRPQK5jji5hq3Cejw1luwzFIDWkH/YoIAy/tqdHjrrWJfotVqsWvXLnTr1g0Ojo7w9vbG22+/jU6dOsHX1xcOjg7oEByMqKgoqNVq/XskIjJjDG4TMGLECKhVRUD6Q/2LZRRAnVuAUaNGFevjycnJCAoKQkhICP46shcqdyvAvwLQstKjV0AFFNaww6HEY+jduzca+vggLi5O/z6JiGCem9MY3CbAy8sL3bp1g8W1PKBIj7VujRaW/5eLZs2boVmzZm/8+IYNG+Db2BeJF88A/hWgDnABajoCLjaAneWjVzkboLoDNP4uQNOK+L/06wgKCsKSJUt075OI6DHeDkaytWTJEthZWkORnKXblLkgABezoSwSEPFLxBt/c2/ZsgV9P/wQ6vJW0DQp/yis3/QHwskaGn8XaN3tMHbsWCxfvlx8n0REz2Bwk2y5u7tjXeQ6KO4VQHEuC1CLGHlrBeBCNpCajxXLV8DLy+u1H7958yYGDhoIVLSF0KAsYCHiD4JSAXg6A1XtERoairNnzxb/WjMiCALS09Nx7do13LlzB4Igwf4FIhPE4CZZe+edd7B582bYZGthGXcfuKd6NJJ+FUEAMgtgEXcflncK8Msvv2DQoEFv/HXGjBmDAm0RhHrOui0YKR6HdxlLDB48mKH0mEqlwpo1a9CxY0eULVcOlStXhoeHB9zc3OBS3gWdO3dGZGQkCgoKDN0qkdEwxzVuhcC/NU3OlStXMHjIYBw9chSWTrZQV7ACnKwBu8dnmas0QE4RLDIKoclSwdfXF7/99ht8fHzeWDs5ORkNGjQAvMsBlcvo12iGCkjMwMGDB9G2bVv9asmYIAhYt24dxo0fh/sZ96EsbwetsyXgYAVYKgC1AOQWQZmlhvb+Q1SoWBFLlyxB7969Dd06kcHk5OTA2dkZAeE9YGFX/NtNNQ+LED92G7Kzs+Hk5FSCHZYcjrhNUO3atXE49jAOHDiAnm+/A8d7CiApA/j77qNXYgbs72jQpVUwdu3ahYSEhGKFNgCsXLkSlrZWQCU7/Rt1sYGlk61ZP4lMpVLhgz4foH///si0UgEtKkHr5wJ4OAGudoCL7aP/9XCC1t8FaO6KDGUe3nvvPQwcNBCFhYWG/hKIqJTxABYTpVAo0K5dO7Rr1w6CIOD69evPHYpSu3ZtKJXiv287cPAA1GUtH61V698k1OUscfDQIf1ryVBhYSF69uyJmH17AR8XCMX5ZsjeCkLDskAFG0RGRiInOwebN2+GpSX/KJOZErtubQJz5fzTbgYUCgVq1aqFWrVq6VVHo9E82kxWU88p8mc5WiHtbCoyMjLM7ojV6dOnI2ZvDLSNygHlbYt/oUIBVC4DrZUSO3bswJw5c/Dll1+WXKNERownpxG9Rm5uLooKiwAbCX/bPH6GeEZGhnQ1ZSAxMRHff/89tDXsxYX2syrYQqhhj6lTp+L8+fPSNkgkE9xVTvQaFhaPN7dJuZ3x8d7Ip7XNxOzZs6G0t3p0YI0+PJwAGwv88MMP0jRGJDPmuKucwU3FZm9vj7LlygJ5Ep43nq+GhYUF3N3dpatp5O7evYvNmzdDXdlW/70CSgXUbjaIXBeJrKwsSfojkhMFRI64JX0GsmEwuKnYFAoFApsEQvFAwuDOLkK9BvVha6vjdLEMHT58GBqNRpqd+QBQyQ6FBYU4fvy4NPWIZEQOU+VZWVlYuXIlwsLCcP/+fQBAQkICbt++rVM9BjeJ0q1bN+C+6ukzu/Wi1sIioxA9u/fQv5aMJCQkwLKMzdP1fb3ZWcDCxgrx8fHS1COSEWMP7tOnT8PT0xP//e9/MXfu3KczY1FRUQgLC9OpJoObRBk0aBBsrG2AlFz9i93Og1atxUcffaR/LRlJS0sDbCX8o6dQQGln+aguERmViRMnYsiQIbh8+fJzM4shISGIjY3VqSaDm0RxdnbGV199BcXNPCBHj8M/8tVQXs/DmNGjUb16dekalIGS+o7fFHbLEoll7JvTTp48+dLHJLu7uyM9PV2nmgxuEm3y5Mnw8WkEy3PZgEqH9e5CDSzOZqNqFXf897//lb5BI1elSpVHx85KddqwIECbX/SoLpGZMfapchsbG+Tk5Lzw/qVLl1CxYkWdajK4STQrKyv8GR2NyuUrwTIhE8gU8dCLB4WwSMyEk1UZ7P5rNxwcHEquUSPl7+8PdX4hUKDHs9Ofla+GplCNgIAAaeoRyYkCIofcpdte9+7dMX36dBQVFT1qV6FASkoKJk+erPPzBhjcpJOqVavi72N/I6CRH5BwD0jOBHKLXn3BQzVwKRuKk/fgVb0Ojh/7G/Xq1Su9ho1I69atYWllBdzJl6bgnYewtbVFs2bNpKlHJCPGPuKeN28ecnNz4erqiocPH6Jt27aoU6cOHB0dMXPmTJ1q8shT0pm7uzuOHjmKRYsW4bsZM3D/+F1YlrWDuowCsLN89J2tSgOLPC00WQ/h6OiIT6dMRVhYGKytrQ3dvsFUqFABfT74AOu3bYK6moN+93JrtLBML8CgQUNk+6QjIn0oFeL+CEnxmAUxnJ2dERMTgyNHjuD06dPIzc2Fv78/goODda7Jx3qSJAoLCxEVFYWYmBgc/+cfpKY+eqCJa6VKaNY0CO3bt0efPn1QpoyE55zL2NmzZ+Hn5wd1VVugjrPuhS5mwfpuEc6eOYu6detK1yCRkXvyWM+2a/rCskzxBwLq/EIcGvSHQR7rqVKpYGNjo/eonyNukoS1tTX69u2Lvn37GroVWWjYsCGmTp2KKVOnQHC2BirqcBjLnYfArTx8P3ceQ5vISGm1WsycORNLly7FnTt3cOnSJXh4eOCbb75BzZo1MXz4cNE1ucZNZCBffPEFevbsCcWZLOB2XvF3mQsCcCsXinOZ6PdhP0yYMKEk2yQyakqFQvSrNM2YMQMRERGYM2fOc0uEDRs2xMqVK3WqyeAmMhBLS0us/2M9hgweDCRnQXk6C3jwhnvjcwqhPJUJXMjGmNFjsGbNGp2eq05kKox9c9qaNWuwfPly9O/f/7mHKfn6+uLChQs61eRUOZEBWVlZYfXq1ejZsydGjxmDtH9SYVHWFhpnS8DBCrBQABoBeFAEixw1NFkquFevhuW7lqNz586Gbp/I4JQQNwIt7W9zb9++jTp16rzwvlarfXqLmFj8Vp3ICHTv3h0pN24gKioKPd4KQWW1E3AuEzh9HziXCXdtWfQKfgfbt2/HtavXGNpEjylETpOX9oi7QYMGOHz48Avvb9q0CX5+fjrV5IibyEhYWlqiV69e6NWrFwAgLy8PDx8+hJ2dHezt7Q3cHZFxEjv9XdrBPWXKFAwePBi3b9+GVqtFVFQULl68iDVr1iA6OlqnmhxxExkpe3t7VKhQgaFN9BrGvjmtR48e2LFjB/bu3Qt7e3tMmTIFycnJ2LFjBzp27KhTTY64iYhItox5xK1WqzFr1iwMGzYMMTExktXliJuIiKgEWFpaYs6cOVCrdXgY02swuImISLaUOrxKU4cOHXDo0CFJa3KqnIiIZEvsunVpr3F36dIFX3zxBc6cOYOAgIAX9qx0795ddE0GNxERyZYxr3EDwNixYwEAP/7440t70Wg0omsyuImISLaMfcSt1Wolr2n0wZ2RkYGtW7ciLi4OycnJePjwIRwcHODj44OmTZuie/fucHBwMHSbRERkAIrHLzGflzujDe7U1FR89dVXWLduHYqKilCvfj14N2wAe3t7ZGfnIPrPaCxcuBBOTk4YNmwYpk2bBmdnPR6PSEREsmPsI+6ffvrppe8rFArY2tqiTp06aNOmzXPnmL+JUQZ3ZGQkQkNDYWtrg2+mfY1BQwaiYsWKL3zuxo0UrF6xGkt+XopNmzYhIiICHTp0MEDHREREL5o/fz7+/fdf5Ofno1y5cgCAzMxMlClTBg4ODrh79y48PDxw4MABVKtWrVg1je52sHnz5qF///7oHNIJ8afj8OmkiS8NbQCoUaM6vp0xDXGnTsLTqy46d+6MTZs2lXLHRERkKEqIPDmtlCfLZ82ahcDAQFy+fBkZGRnIyMjApUuXEBQUhIULFyIlJQVubm745JNPil1TIQjFfQhwydu8eTPee+89TJr8Gb6dMU3U7j+1Wo0RQ0ciatMWHDlyBE2bNi3BTomIyJBycnLg7OyMDzaPgJW99ZsveKworxAbeq9EdnY2nJycSrDDR2rXro3NmzejcePGz72fmJiI3r174+rVqzh27Bh69+6NtLS0YtU0mhH33bt3MXr0aPR8t6fo0AYenVCzYvVy+Pj6YMiQIVCpVCXUKRERGQtjfzpYWlraS09OU6vVSE9PBwBUqVIFDx48KHZNownuWbNmQaPRYOHi+Tr/i7WyssKKVctw+fJlrFixQuIOiYjI2Ch0eJWm9u3bY9SoUUhMTHz6XmJiIsaMGYO33noLAHDmzBnUqlWr2DWNIrjz8vIQERGB4SOHwdXVVa9aDbwboHvP7ggPD4cRrQIQEVEJMPang61atQouLi4ICAiAjY0NbGxs0KRJE7i4uGDVqlUAAAcHB8ybN6/YNY1iV/n+/fuRnZ2NwUMHSVJv8JCB6PFOL5w/fx7e3t6S1CQiIuNj7LeDubm5ISYmBhcuXMClS5cAAF5eXvDy8nr6mfbt24uqaRTBHRcXh4oVK6J2ndqS1AtqHgQAiI+PZ3ATEZkwhULcMaalnNtPeXh4QKFQoHbt2rC01C96jWKq/NKlS6hXv55kmwacnZ3hXtUdly9flqQeERGRLvLz8zF8+HCUKVMG3t7eSElJAQCMGzcOs2fP1qmmUQR3UVERbGyKv52/OGxtbVFYWChpTSIiMi7GvsYdFhaGU6dO4eDBg7C1tX36fnBwMNavX69TTaOYKndycsK1G9ckqycIAu5n3C+Ve/SIiMhwjP2s8q1bt2L9+vVo1qzZc7PK3t7euHLlik41jWLE7evri3NnzqGoqEiSeik3UpCZmQlfX19J6hERkXEy9hH3v//++9K7pfLy8nReHjaK4G7evDkKCgpwJPaIJPVi9uyFQqFAYGCgJPWIiMg4GXtwN2nSBH/++efTf34S1itXrkTz5s11qmkUU+WBgYFo0KABli1dgfYdxG2L/1+CIGDFshV45513UKlSJYk6JCIiY6QQeRpaaZ+cNmvWLHTp0gXnz5+HWq3GwoULcf78eRw7dgyHDh3SqaZRjLgVCgUmTJiAbVu24fChw3rVWrtmLU6fOoMJEyZI0xwRERktpQ6v0tSqVSskJSVBrVbDx8cHe/bsgaurK/7++28EBAToVNNoHjKi1WrRrl073Lx1E0eOx6J8+fKia1z5vytoGdQaPXr0wK+//loCXRIRkTF48pCRUX+GwtreptjXFeYVYFnXn0vtISMlwShG3ACgVCoRERGBvNw8vNO5G+7cuSPq+suXLqPL213h5uaGBQsWlEyTRERkXB5PlRf3JfYElu+//x6BgYFwdHSEq6srevbsiYsXLxb7+uzsbGzatAlz587FvHnzsGXLFuTk5Ij9Kp9jNMENPDpZZt++fUhLTUdg4yBsidr6xvPGNRoNli1ZjuaBLWFfxh579+59+rByIiIybSW9Oe3QoUMIDQ3F8ePHERMTg6KiIrz99tvIy8t747Vr165FjRo18MEHH+Dzzz/HpEmT0Lt3b9SoUUPne7gBIwtuAPDx8UFSUhJatmyJfh/0R1P/IIQvXoLTp04/vV1MpVLh5Ik4/PDfuWhYrxEmjPsEAwYMwIkTJ1C1alUDfwVERFRaSjq4//rrLwwZMgTe3t7w9fVFREQEUlJSEB8f/9rrEhISMHToUPTs2ROJiYl4+PAh8vPzERcXh27dumHgwIE4deqUTl+zUewq/19ubm6IiorCvn378PPPP2PSxM+h1WqhVCphbW2NgoICCIIAGxsb9OnTBxvWb+CtX0REZkjXXeX/O1395Mldb5KdnQ0AcHFxee3nFi1ahJ49eyIiIuK59/39/bFmzRrk5+dj4cKFWL16dbF7f8Iogxt49C83ODgYwcHByM3NRVJSEpKTk6FSqWBvbw8fHx/4+Pg8d4QcERGZFyUUUIo4D+3JZ6tVq/bc+1OnTsW0adNee61Wq8WECRPQsmVLNGzY8LWfPXr0KMLDw1/586NHj8bYsWOL1/T/MNrgfpaDgwNatWqFVq1aGboVIiIyIrqOuG/evPncrvLijLZDQ0Nx9uxZHDny5sPCUlNT4enp+cqf9/T0xO3bt4vR8YtkEdxERERScnJyEnU72Mcff4zo6GjExsYWay9Vfn7+a2eEbWxsoFKpiv3rP4vBTUREsiV2w5nYzWmCIGDcuHHYsmULDh48iFq1ahX72t27d8PZ2fmlP5eVlSWqj2cxuImISLYUj3+I+bwYoaGhiIyMxLZt2+Do6Ij09HQAgLOzM+zs7F577eDBg1/fi47HrzK4iYhItkr6rPIlS5YAANq1a/fc+7/88guGDBnyyuu0Wq2oX0cMBjcREclWaUyVGxsGNxERyZbi8Q1hYj4vdwxuIiKSLSVEjrhFrnEbIwY3ERHJl0LkurX8c9sE5gyIiIjMCIObiIhkS6HDj9KWlZWFlStXIiwsDPfv3wfw6CEkPDmNiIjMTknvKtfX6dOnERwcDGdnZ1y/fh0jR46Ei4sLoqKikJKSgjVr1oiuyRE3ERHJ1pP7uMW8StPEiRMxZMgQXL58+bkjUENCQhAbG6tTTY64iYhItpSPf4j5fGk6efIkli1b9sL77u7uT09hE4vBTUREslXSJ6fpy8bG5oVnfwPApUuXULFiRZ1qcqqciIhky9inyrt3747p06ejqKjoab8pKSmYPHkyevfurVNNjriJSFJZWVnYsGED/v77b8QnxiM7OxtWVlbwquuFwMBA9OrVC76+voZuk6hUzJs3D++99x5cXV3x8OFDtG3bFunp6WjevDlmzpypU00GNxFJIjs7G19//TVWrV6FgoICVKrrhgp1K8DNuTI0RRok37iAgwsO4ttvv0XzFs0xb+48NG/e3NBtk8wpHx96KubzpcnZ2RkxMTE4cuQITp8+jdzcXPj7+yM4OFjnmgxuItLbwYMH0X9Af9zPug//DwPg080XDhUcXvicRq3BlSP/h7jfT6JVq1b47LPPMGvWLFhYWBigazIFxr7G/USrVq3QqlUrSWoxuIlILzt37kTPXj1RuWEVDFw4BE5uTq/8rIWlBTzbeaFOq7qI++Mk5s6bi5SbKVj721qGN+nEGO/j/umnn4r92fHjx4uuz+AmIp1duHAB7/Z+FzWb1ULXb7vBwqp44au0VKLpgCCUrVoW66esR22P2pgxY0YJd0umSOxpaKVxctr8+fOf++d///0X+fn5KFu2LIBH+0DKlCkDV1dXnYKbu8qJSCcajQaDBg+Cg6sjukztWuzQfpZnOy+0GNYSs2fPRlxcXAl0SaZOqVCKfpW0a9euPX3NnDkTjRs3RnJyMu7fv4/79+8jOTkZ/v7++O6773Sqz+AmIp1ERUXh5ImT6PjF27CysdK5TuCAIFSoVQGTv5gsYXdkLoz9drBvvvkGixYtgpeX19P3vLy8MH/+fHz99dc61WRwE5FOFv+8GNUaV4d7o6p61bGwtIB/3ybYv28/Ll26JFF3ZD7EPmCkdIM7LS0NarX6hfc1Gg3u3LmjU00GNxGJlp2djdhDsajfuYEk9Tzbe8Hazho7duyQpB6RsejQoQNGjRqFhISEp+/Fx8djzJgxOt8SxuAmItGe/CVUxbuKJPUsbSzhWqcS4uPjJalH5uPJrnIxr9K0evVquLm5oUmTJrCxsYGNjQ2aNm2KSpUqYeXKlTrV5K5yIhLt6tWrAIBy1V0kq1m2Rllc+r/LktUj82CMu8qfVbFiRezcuROXLl1CcnIyFAoF6tWrB09PT51rMriJSDS1Wg2FUgGlhXSTdhaWFlCriySrR+ZBqRB3b7bSMOevwNPTE3Xr1gWg/yEwZhXcgiDg5MmT+OuvvxAfH4+UlBQIggBXV1f4+/ujbdu2ePvtt3kQBNEblCtXDoJWwMPsh7BztpOkZn5mPqqWc5ekFpkPhUIJhYhbvMR8Vipr1qzBDz/8gMuXH80oeXp6YtKkSRg4cKBO9cxmjfvPP/9EkyZNEBQUhIULFyIvPxeBQU3QrEUQbOxssPb3tQgJCUHt2rURHh4OrVZr6JaJjFbjxo0BAHcu6bYr9mXuXfoXAf4BktUj8yBuT7m4aXUp/PjjjxgzZgxCQkKwYcMGbNiwAZ07d8bo0aNfOKiluEx+xJ2Xl4exY8dizZo1aNe+LbZs34yOnTq+dFQddzIe4YvDERoaivXr12Pt2rWoVq2aAbomMm516tRB+QrlcfXoFdQMrKl3vXtX7yEzLRMtWrTQvzkyK8Z45OmzFi1ahCVLlmDQoEFP3+vevTu8vb0xbdo0fPLJJ6JrmvSIOzc3F2+//TaioqKwfNVS7NzzJzqHdH7lVHiTwACs/nUVdu/dhWvXr6Fly5a4du1aKXdNZPyUSiVGjhiJC7vPozC/UO96SVsSUdG1Irp27SpBd0TGIy0t7aXfkLZo0QJpaWk61TTZ4BYEAQMHDsSZM2fw5+5oDBw8sNgbAtq0a4MDh/fD2sYaXbp0QX5+fgl3SyQ/Y8aMgbZIi6MrDutV5+7lOzi74zQm/GcCrK2tJeqOzIWxn5xWp04dbNiw4YX3169f/3SzmlgmO1X++++/Y+vWrfhj0zo0DQoUfb27exVEbduEoIDm+Prrr/Hjjz+WQJdE8lW9enV8P+t7fPrpp6jZtBZqNfcQXaMgtwC7Z+xC/fr18dlnn5VAl2TqjP153N9++y369OmD2NhYtGzZEgBw9OhR7Nu376WBXhwmOeIuKirC5MmT0fv93ujRs7vOdTy9PPH11K+wcOFC3LhxQ8IOiUzD+PHj0bVrV+z4ZjuuHrsi6tr8rHxs+WwTVBkqrItcx9E26cTYR9y9e/fGP//8gwoVKmDr1q3YunUrKlSogBMnTqBXr1461VQIgiBI3KfBbd68Ge+99x7+if8bjXwb6VUrNzcXtavXRWhoKGbNmiVRh0SmQ6VSoU+fPti+fTt8e/qh1ajWsHW0feXnBUHA5YOXcGD+PlgrrLH7r91o0qRJKXZMpiAnJwfOzs5YEv8T7ByKf0viw9yHGBMwHtnZ2XByevWz442ZSU6Vb9myBX7+jfUObQBwcHDAex/0xpYtWxjcRC9ha2uLLVu2YMmSJZj0+SQk7z4Hr+B6qBlUC5U8K8GurB3UhRrcv56B1LOpOL/zHDJS7qFHjx5YunQp3NzcDP0lkIwZ+1R5STDJ4I6Li0O7Du0kq9c0KBC/rIrAgwcP4OjoKFldfWi1Whw4cAAxMTGIj4/H7du3IQgCKleuDH9/f7z11lvo1KkTD5OhUqFUKhEaGop3330XK1euxIqVK7Bjx+kXPmdrZ4vu3bsj9LdQtG7dutSnLcn0iJ3+Lq3fc0ql8o2/lkKheOmTw97E5KbKBUGAlZUV5i2Yi1FjPpKk5j/HT6Bdq/ZISkqCr6+vJDV1JQgCIiMjMX36dFy6dAnu7lXgF+CPmjVrQKFQ4ObNW0iIT0DKjRTUqFEDYWFhGDlyJJRKk9zOQEYsLS0NSUlJyM7OhpWVFTw9PVG/fn1YWprkeIFK2ZOp8uUJP6OMiKny/NyH+Mg/tMSnyrdt2/bKn/v777/x008/QavVQqVSia5tcn+CBEGARqORdKOLjc2jWkVFhj1H+f79+xgyZAh27NiB7j27I3z5z2jRsvlLv6uLOxmPnxf9jNGjRz89TKZKFWme5ERUHJUrV0blypUN3QaRQfTo0eOF9y5evIgvvvgCO3bsQP/+/TF9+nSdapvcMEypVMLR0RH37t2TrGbGvQwAQNmyZSWrKda9e/fQtm1bHDt2DBui1mP9pnVo2arFK6dimgQG4Jc1q7FzdzQuXbqIVq1a4datW6XcNRFRyVJA5K5yA6xxp6amYuTIkfDx8YFarUZSUhJ+/fVX1KhRQ6d6JhfcwKNzlE8lvbi+pqvExCQ4ODjAw0P8fapS0Gq16N27N+7evYu9B/egW/d3in1t+w7tsf/wfmi0GnTt2hWFhfqfckVEZCyebE4T8yot2dnZmDx5MurUqYNz585h37592LFjBxo2bKhXXZMM7hYtWuDQgUMoKCiQpF7M7r1o1qyZwdaJFy1ahNjYWPz+x2+oV7+e6OurV6+GjVHrcf78eXz33Xcl0CERkWE8eTqYmFdpmDNnDjw8PBAdHY1169bh2LFjaN26tSS1TW5zGvBoHaFevXpY/etKfNj/Q71qnT93HgG+gVi3bh369u0rUYfFl5ubC3d3d3zYvy8WLNLtSTJPfDdtBubOmYebN2/C1dVVog6JiErfk81pvyQuRxlHEZvTHjzEUL+PSnxzmlKphJ2dHYKDg197d09UVJT42vo0Zqy8vLwQEhKCqd98i5ycHJ3rCIKASRM/R7Vq1fDuu+9K2GHxRUZGIjc3F598Jv4JMv8rdPxYKJVKrFq1SoLOiIgMT6EQe3pa6fQ1aNAgfPDBB3BxcYGzs/MrX7owuV3lTyxevBg+Pj74ZPxErPxlhU737i3+6Wfs33cAf/31l8GOY9y6dSvatW+LGjWq613LxcUF73R/B1u3bkVYWJgE3RERGZbYZ2yX1ua0iIiIEqttkiNuAKhVqxaWLVuGyLXrMGHcJ6JuchcEASuWrcTkz77Ap59+ik6dOpVgp6/vIz4+HkHNgiSrGdSsKU6dOmXwW9uIiEg3JhvcANC/f3+sWLECK5evQrtWb+Hc2XNvvCY9PR39+gzA+ND/IDQ0FHPmzCmFTl8uLy8Pd+/ehWc9T8lq1qvnhYKCAqSmpkpWk4jIUIz9ISMlwaSDGwBGjBiBo0ePIi83D00aN0X3kB6IXBuJixcuQq1WQ6vVIiXlJrZt3Y5hg4fDy6M+jsQewfr167Fo0SKDnjj2ZFQs5TT9k1occRORKTDm28FKismucT+rWbNmSExMxPr16xEeHo7hQ0a+9HO1a9fGzJkzMWzYMLi4uJRyly9ycHCApaUl7v0r3WEy/z4+mMaQh8kQEUnFWM8qL0lmEdzAoycYDR48GIMHD8b9+/eRkJCAmzdvQqvVwtXVFf7+/qhSpYpR/Ue1srKCt7c3khKTJKuZGJ+IqlWrokKFCpLVJCIylCfjaDGflzuzCe5nubi4IDg42NBtFEuLFi2wI3oHNBqN3k/6EgQBu//ajRYtWkjUHRGRYZnjiFv+33qYuOHDh+PWzVv4M3qn3rWOHf0bZ8+cw4gRIyTojIjI8BQ6/JA7BreRCwgIQJs2bfDVF1/j4cOHOtcpKirC559+joYNG6JDhw4SdkhEZDhKhUL0S+4Y3DKwfPly3Lp5C59/Ohm6nlA749uZSEo8hdWrV/PZ3EREMsa/wWXAy8sLixcvxsrlqzD5sy+g0WiKfa0gCPh+xmzMmf0Dvv/+ewQGBpZgp0REpcscp8rNcnOaHA0fPhwqlQrjxo3DP8dPYOmKcNRvUP+111y7eg2hoz/Ggf0HMX36dEyaNKmUuiUiKh3muDmNwS0joaGh8PPzw9ChQ+HfqAk6vh2M9/u8h4AmAahZqyaUSiVSbqQgPj4BUZu2YGf0Tri7u2PPnj3o2LGjodsnIioB4m4HM4WJZga3zLRo0QKnTp16epjMR8NHv/Rzvr6+CA8Px4ABA2Bvb1/KXRIRlQ6OuEkWnj1MJjs7G4mJibh9+zYEQYCbmxv8/f2N4uQ3IqKSJvYYUx55Sgbn7OyMdu3aGboNIiKDMMcRt/wn+4mIiMwIR9xERCRbYm/x4u1gREREBmSOU+UMbiIikq1H420xTwdjcBMRERmM2PPHTeGscgY3ERHJFte4iYiIZMQc17h5OxgREZGMcMRNRESyxalyIiIiGTHHqXIGNxERyZby8Q8xn5c7BjcREckWR9xEREQywjVuIiIiORE54gZH3ERERIZjjiNu+a/SExERmRGOuImISLbMccTN4CYiIvlSKMStW3ONm4iIyHA44iYiIpIR3sdNREQkIxxxExERyYgC4sJY/rHN28GIiIhkhSNuIiKSLQVErnGbwJibwU1ERLLFNW4iIiIZYXATEZHsqNVq3Lx5E4WFhXB0dETlypVN4ran4jDH28G4OY2ISIYyMzMxf/58tGzZEk5OTvDw8EC9evXg7u4OV1dXvPPOO9i0aROKiooM3WqJUujwQ+444iYikhGNRoMFCxZgypQpKCoqQsg7IZg6fQq8vRvA1tYWmVlZOJ10Gvv27sf777+P6tWrY/ny5ejUqZOhWy8R5jjiVgiCIBi6CSIierOMjAz07NkTR48eRei4sfhs8qeoVKnSKz9/5vQZhH3+Jfbt3Y/x48dj/vz5UCpNY6I1JycHzs7OOHHjCBycHIp9XW5OLprWaIXs7Gw4OTmVYIclhyNuIiIZyMrKQnBwMG7duoWYA3vQslWLN17j08gHO3Ztx9LwZfh0wmfIz8/H8uXLTWLUac4Y3EREMjB27Fhcv34dew/ugXdD72Jfp1AoMCZ0NBwc7PHR8NFo0aIFhg4dWoKdli5z3FVuGnMmREQmbPv27Vi3bh1+/GmeqNB+1sDBAzFgUH9MmDABaWlpEndoOE/WuMW85I7BTURk5GbNmoV27dui74d99KozZ95/IQgCwsPDJerM8MxxVzmDm4jIiCUlJeGff/5B6PhQvUeL5cqVQ7+B/bBixQqo1WqJOjQsBjcRERmV/fv3w87ODp27SHM717vv9sSdO3eQnJwsST2DEztNzqlyIiIqSQkJCfBp5ANLS2n2Ejf2bwyFQoGEhARJ6hmeQoeXvDG4iYiMWHp6OqpVryZZPScnJ5QrVw7p6emS1aTSxdvBiIiMmEKhgNTnZGm1WpPYXQ2Y58lpHHETERmxqlWr4vr165LVy8zMRFZWFtzd3SWraUjcnEZEREbF398fZ0+fRUFBgST1EuIerW0HBARIUs/QGNxERGRUOnbsiMLCQmzdsk2SehvWb0T16tXh6ekpST1D4wEsRERkVOrVq4f27dtj8cKfodVq9aqVlpaGDX9sxOjRo03mYSOP9omb03ibwU1EZPSmTJmCuJNxWLZkuc41BEHA+LH/gZOTE0aNGiVhd4bFqXIiIjI67dq1w5gxY/DVF1/j6JFjOtX4ce58RO/4E0uXLoWLi4vEHRoOp8qJiMgozZs3D0FBQejRtaeo9e7CwkJM+Woqvg77Bl9//TV69epVgl1SaWBwExHJgJ2dHf7880906tQJH77fDwP7Dcb5c+df+XmtVouY3TFo3bwNfpw7H7Nnz8b06dNLsePSYY5T5TyAhYhIJsqUKYNNmzYhMjISn376KTZt2ISgZkFo1jwI3g0bwK5MGWTez8SppFM4sP8grl65ioCAAJw4cQL+/v6Gbr9EmOMBLApB6iN5iIioxBUWFmLLli3YuHEj4uLicOPGDQCAhYUFGjRogKCgIAwdOhTNmzc3ibD6Xzk5OXB2dsaFtDNwdHIs9nUPch6gXmUfZGdnw8nJqQQ7LDkMbiIiE6BSqVBYWAg7OztYWVkZup0S9/+D+6wOwd1Q1sHNqXIiIhNga2sLW1tbQ7dR6sQ+78sU5h4Y3EREJFvmuMbNXeVEREQywhE3ERHJmPlNljO4iYhItswvthncREQka+YX3QxuIiKSLW5OIyIiIqPGETcREcmW2PPHeVY5ERGRAZljcHOqnIiISEYY3ERERDLCqXIiIpIt7ionIiIio8YRNxERyZi4zWk8gIWIiMigeHIaERGRbJhfbHONm4iISFY44iYiItkyx13lDG4iIpIx85ssZ3ATEZFsmV9sM7iJiEj2TCGOi4/BTUREsmWOa9zcVU5ERCQjHHETEZUwlUqFjRs3Yvfu3YiLi8OtW7cgCAJcXV3h7++P9u3bY8CAAShbtqyhW5Udc3ysp0IQBMHQTRARmSKNRoMFCxbg+++/R0ZGBpoENkFAYAA8PGpBoVDg9q3bSExIwrGjx2BlZYWxY8di+vTpKFOmjKFbN3o5OTlwdnbGrXs34OTkJOq6qhVqIDs7W9R1xoQjbiKiEnD79m28//77OH78OEaOGoFx//kYderWeeln09PTsXLZKsz74Uds3boVmzZtQuPGjUu3Ydkyv33lXOMmIpLYrVu30Lp1a9y8dRN7D8Zg4eIFrwxtAHBzc8PXU7/CiYTjcHJ2RLt27RAfH1+KHcuXQoeX3DG4iYgkpFar8e6770KtUWPfob1o0bJ5sa+t61kXu/f9BU8vT3Tr1g33798vwU5Nw5Nd5WJecsfgJiKTkZ+fj+TkZJw5c+bpBrDSNnfuXMTHx+P3P9aievVqoq93dHTEuo2RyM/Px4QJE6Rv0OSY35ibwU1Esnbz5k188803aNSoERwdHdGgQQM0atQI1apVQ8WKFdGjRw9s374dGo2mxHvJzc3FrFmzMPbjMQhs2kTnOu7uVTDrvzPx22+/4cKFCxJ2aHrML7YZ3EQkU/n5+fjkk09Qs2ZNLFy4EH4BjfHTzwsRs383Dh45gE1bNmJM6GjcSr2FHj16oEGDBjh69GiJ9vT7778jLy8P4yaM07tW/4H9UKFCBSxZskSCzkyZ+UU3g5uIZOfKlSvw8/PD0qVL8e2MabiSchnLVi7F8JHD0KpNKwQ1a4qu3ULw1ZQvcfT4YRz+OxZly5VF69atMWPGjBKbQt+5cyfatG2t0xT5/7KxsUHvD3pj165dEnRG+oiNjUW3bt1QpUoVKBQKbN261aD9MLiJSFauX7+Otm3bQoCAf+L/xmeffwpHR8fXXtMkMAD7Y/fiq2++xDfffIOpU6eWSG/x8fFoEqj7FPn/CgwMwOXLl5GdnS1ZTVNTGpvT8vLy4Ovri59//rkEvgLxeB83EcmGRqNBv379YGllid37dqFy5crFvtbCwgJfTfkS1tZWmPL1NLRo0QKdO3eWtLfbt2+jdp3aktWsXefRLWQpKSnw8fGRrC6J06VLF3Tp0sXQbTzF4CYi2Vi0aBGOHz+OvQdjRIX2sz6b/BkOHYzFyJEjkZycDAcHB0l602q1AAALC+kmMi0sLJ6rTS96kJMr6hjTBzm5AB6doPYsGxsb2NjYSNpbSWFwE5EsFBUV4YcffsDgoYNE3Rv9vxQKBRYvWQRvLx/8/vvvGDVqlCT9WVpawsnJCelp6ZLUA4C0tDQAQMWKFSWraSqsra3h5uaGujU9RV/r4OCAatWe34cwdepUTJs2TaLuShaDm4hkITo6GqmpqRj78Ri9a9WsVRMh74Rg6dKlkgW3QqGAv78/EhKSJKkHAInxiahUqZLOswumzNbWFteuXUNhYaHoawVBeGGtWy6jbYDBTUQycfDgQdSuUxs+jaRZ6323d08MGzwCWVlZkj2Vq02bNliwYAHy8vJgb2+vVy1BELBj+w60bt3aJE77Kgm2trawtbU1dBuljrvKiUgWEhIS4B/gJ1k9P3+/p3WlMmzYMOTm5iJy7Tq9ax2JPYJzZ89LNiNApoPBTUSycOfOHbi7u0tWr2q1qk/rSqVGjRro27cvvp0yXa+6BQUF+OQ/E+Hv74+33npLsv5IN7m5uUhKSkJSUhIA4Nq1a0hKSkJKSopB+mFwE5EsKBQKSQ9OebJTW6mU9q/BBQsWQKlUYuTQj3Ref508KQyXLl7GL7/8Inl/JF5cXBz8/Pzg5/dolmbixInw8/PDlClTDNIPf0cQkSxUrVoVV69ek6ze1StXn9aVUsWKFREZGYlDB2PR74P+L9x29DpFRUX4bOIkLAtfhkWLFqFRo0aS9ka6adeuHQRBeOEVERFhkH4Y3EQkCwEBAUiIT5Bs1J0QnwilUonGjRtLUu9ZwcHB2LZtGw4djEWAbyD+3LHzjfdi/3P8BFo3b4Nl4csRHh7OtW16JYVgiOfeERGJtG/fPgQHByPmwB60at1S73qdOnSBoBUQGxsrQXcvd/36dYwYMQL79u1Dnbp18EGf9xHQJAAetWtBqVTi1s1bSEhIxNaobYiPi4ePjw8iIiLg7+9fYj2R/DG4iUgWtFot6tevD896ntgYtV6vWokJiWjRtBXWrVuHvn37StThywmCgKNHjyI8PBx79uxBRkbGcz/v4OCANm3aYPTo0QgJCXl6WhrRqzC4iUg2IiMj0b9/f6zbGImevXroVKOoqAitm7eBRq1FfHw8rK2tJe7y1QRBwI0bN3Dr1i1otVq4urrC09OTG9BIFAY3EcmGIAjo1asXYmNjEXNgN7wbeou6XqvVYnzofxCx+lccP34cTZpI9yQvotLCb/OISDYUCgUiIiJQvXp1dOrQBfv37i/2tTk5ORg+ZARWrViNFStWMLRJthjcRCQrZcuWxf79+9G4cWN07dwNYz4ai8uXLr/y8wUFBfhj3Xo0adwUO7ZFIzIyEkOHDi3FjomkxalyIpIlrVaLpUuXYsqUKcjIyECLli0Q2LQJ6tWvBysrS/z77z0kJSbhwL6DuHv3Lrp06YLw8HDUrFnT0K0T6YXBTUSyplKpsGHDBmzbtg3x8fG4ceMGgEcPoPDz80OLFi0wfPhw1K9f38CdEkmDwU1EJkWtVkOj0cDa2ppP1SKTxOAmIiKSEW5OIyIikhEGNxERkYwwuImIiGSEwU1ERCQjDG4iIiIZYXATERHJCIObiIhIRhjcREREMsLgJiIikhEGNxERkYwwuImIiGSEwU1ERCQjDG4iIiIZYXATERHJCIObiIhIRhjcREREMsLgJiIikhEGNxERkYwwuImIiGSEwU1ERCQjDG4iIiIZYXATERHJCIObiIhIRhjcREREMsLgJiIikhEGNxERkYwwuImIiGSEwU1ERCQjDG4iIiIZ+X9vIAQi6PAu4QAAAABJRU5ErkJggg==\n", + "image/png": 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", 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\n", + "image/png": 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", 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\n", 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", 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" ] @@ -476,7 +463,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -512,7 +499,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -546,9 +533,9 @@ ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "base", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb b/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb index b9feb5125..1f1ffa59e 100644 --- a/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb +++ b/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb @@ -1,11 +1,12 @@ { "cells": [ { + "attachments": {}, "cell_type": "markdown", "id": "e1c5005b", "metadata": {}, "source": [ - "# In Depth 2 - Drawing hyperedges" + "# In depth 2 - Drawing hyperedges" ] }, { @@ -57,20 +58,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", + "image/png": 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S1KusrIRer8fQkFeSerdzfWBwAkqbBpqeDq3o63m0kChzGAaIbsPj8cBisdxyfHC1TCYTduwowujoiCT1lpJMJjE0PI54PJG2z1itKc4NECkWwwDRbUQiEZjNZklrFhQUYHY2fTcAnvNfRjgs/8DgUkKhWcRiygspRMQwQHRbRqMRgUBA0prBYBBr1+ZJWnPe+PgUrl5VxsDg7cwEIsv+Wu4SEGUOLwwnug2r1YrDhw8vPEKUqnA4jMHBAVR94Q+W9fWiKGJkxIehQS9GR4cxNzeLNWvWYtOmbdi+oxhbt1oW9tVnZsK4cPFqyj2m2/R0CPfdW7Csr+XMAFHmMAwQ3YbNZkMikUBnZyeqq6tTrtfZ2YlEIoHt24vv+HXxeBy/Of4efv0/2zA6OgK9Xo8dO4oWHkNy/vooEokENm3aij1ffAlPf/73MXJWeQODS5mZiUAURf6gJ1IYbhMQ3UZ5eTmKi4vR2NgoSb1//Md/xNq1azEw4EY8tvQrhn7/EP7iz1/HP//4+7Dbdy08hnTmjBeC0IMzZ7wLjyHZ7bvwzz/+Pv7i2/sxdvGcJD2mWyKRRCCDryYS0fLwOmKiOzh8+DAaGhrgcrlgs9lWXUcQBDz55JMLFw49/PAmvPLlr+PJJ38POXo9AKDf04vv/d1/xtatj+DIkSPLuuhIEAS89trXMDJyFi/V/kds3nLnVQcl2LBhHTY9fN9dv65450MotW7OQEdExDBAdBuiKGJyZgy/98yzSMZF9PQIq36bwG63QZerw8t/VIN/+n4TJsYnAQA7dljwR1+tg7lwA/7yz19HZeVTeO+991b0OaFQCH/wBy+gs/MjfPXV7+CzGzatuMdMysszwFpy9x4ZBogyh2GAaAmxxBzGA+cRjYfg8w7gy7//GhwOB947tvIf1C/UvACXy4V33j8CS3ERIuEIfvLjn+EHb/0YU9emAVw/cvjww5tw4sTqA8fu3TZMz8ziq69+B3q9sseBrCWbkJdnuOPXlBQ/vKzQQESp48wA0U1motfgnxpANH79xjxLcREaf3IQLpcLdvv1Z4mXQxAE2O02uFwuNP7kICzFRQAAo8mI/Qf+GP/rxPuo/091MBgMCIVCePvtIyk9hnTkSAvGL53Fqb7/vaoamcSHi4iUhWGA6LfiyTguzpzDRPA8RDG56L97snI33nn/CHIMOXA4HKitrcXx48cRiSw+Nx8Oh+F0OlFb+zIcDgdyDDl45/0jeLLy1v1/c6EZ3/g/38TDmx+S9DGkU72/ydhjSKu1uoeLiChdlL2WSJQhwdkZTAQvICnGb/s1luIivPOrI3jn7Xfxkx/9DM8++yz0ej2KLEUoKChAMBjEgG8AiUQCRZ/bju/83X/Bl199GQbD7ZfD+097MTJ0Fj/4pyZJ/hxvvPEG2traMDF+DvdvfESSmukQDEWRSCSh1/P3ESIlYBggTUskE7gcGkNg9tqyvt5gMOCrf/IV/NEf/yH6PzmDT/o8GDgziGgkijxjHr7677+MR8usKHl057LO0p/u86TlMaSxsWFFhwExKWJmJoL161e3LUJE0mIYIM0KzwUxETyPeHLpM/93otPpYH2sGNbHUjvKN3BmCEWWIkkfQ9q+fQcuT56XpF46TU+H7xgGeDERUeYwDJDmJMUkroTGMR29LHcrmI1G0/IYUiw+J2nNdJgOcG6ASCm4YUeaEo1HcH5qSBFBAADW5uWl5TEkQ+4aSWumQzyWQDDE2wiJlIBhgDRBFEVcDU/g/NQQ5hLK+QFUtHM7BnwDt5xKWK1wOIyhoUF85rMPS1Iv3e50xJC7BESZwzBAqjeXmMX56WFcDY8DUNaRu8fKrAuPIUlh/jGkJ57YDaNR+asDvG+ASBkYBkjVpiJXMHptELNxZf7QKXmsGDss2yR7DKmxsREWy+ew59lnUFL8MIp2bITZLM1wYjpEInOYm1v6OCcHCIkyh2GAVCmeiOHC9Aguhy5CRPLu3yATnU6Hf/f1r6CtrW3ZNxvejiAIOHr0KL7xjf+Aqmes2PPs4ygv24qSnQ+heOdDuHd9viJ/wPICIiL58W0CUp1AdAqToYtIigm5W1mWWCyGV557FWLKjyHZYTQa4XK5kJv7u4NCsVgcwyMTGB4Zx9WrAYxPTOPK5QASSWX8X3/dOhN2bN94y19/tHQzdn7uIRk6ItIehgFSjUQyjsngRQTnpuVuZcVSfQyppqYGLpcLXV1dKC0tXfLrRFHE2Ng1DA6P4+LFq5icnMbE5AxiMXlDU06ODo8/tgU5OYsXKh97dAs+Z3lQpq6ItIXbBKQKobkA/NcGszIIAKk+hmSHy+VCe3v7bYMAcH1L4sEH78UzTxfjS8+Vo/KpnSh7/BFs2fyZu74gmE7JpIhAQJrTFES0OgwDlNWSYgITwQsYmzmLhLjymwSVZOWPIdXC4XDAaDSiq6sLVVVVy/6sdYUm7Crfhj94fjd+798+BrttB3Zsvx8FBXlS/7GWZXqaYYBITtwmoKwViYUwHjiPeFL5t+2tRCwWW3gMadA3DL1eD4ulCAUFZgSDQfh8PiQSCZSUlKC+vh779++/42NIyyGKIi5dmsLA0CUMD1/C+MQ0pqbCGXv90GDIxWOPbl7017hNQJQ5DAOUda5fIDSOa5HLUNq9AVISRXHhMaSzPj90iVyYTCZYrVbYbDaUlZWl5XTATCCCwcExfOq7iItj13D1SmaGDYt3PgSTae3Cf2YYIMochgHKKrPxKMYDo4q6RTATTAYzHlz3SEY/MxaLY+TsJM58egFnz01gYnIG8TQOGz744Ho8sHH9wn9+/LFHYCl6IG2fR0S/w4eKKCuIooipyGVcUeAtgpkgyvBnNhhyYSl6AEU7NuLSpSmc8V3AmTMXMD4xjWhU+vmM6enwojBARJnDMECKF0vMYTxwHtF4SO5WNEmn0+GBB9bjgQfW44ld2zE4OIa+U2dxcewagkHpVmhCoVnEYgkYDPrffq5kpYnoLrhNQIo2E72GydBFiKJybxHMBKMhHw+t2yZ3GwtisTjOnptEb98IhkcmMDWVelATRRH6nBlcnjyH0dFhmM1rsPH++xZmJMrLyxV5gyKRGjAMkCLFk3FMBC8gPDcjdyuKoLQwMG/+FMIp9zl43KO4cjWA5AqHDROJOE71/W/09f4GkxPnodfrsWNHEQoLF5+eKC4uxoEDByQ5PUFEizEMkOIEZ2cwEbyApLj0AzZalJebj4fvUV4YuNFMIAKv9zxOfDyEsUvXEI/ffTVncmIUv3r/Bxi/dA4vvvgi3njjDVRWVsJo/N3jSpFIBJ2dnWhsbERbWxvKysrQ0tJyxwuWiGhlGAZIMRLJBC6HxhCYvSZ3K4qTDWFgXiwWx9DwOLq6fTh7bhKztxk29J/zou0X/ze2bt2Kt98+gt27d9+1tiAI2LdvH/x+P9rb21d00RIR3R7DAClCeC6IieB5xJPZfYtguuTlmvDwPdvlbmNF5t9CcAmD8Hj8CIVmF/67yYlR/PTtv0JlZSX+5V/S8xYDES0fwwDJKikmcSU0junoZblbUbS1uSZsyrIwcKOZQAQffzwE4eMhTE5O4adv/xXWFebhxInUX2ns6uriDAFRivg2AckmGo9gdGqQQWBZsjuzF5qN+DdfKMWf/Ye9yM05h/FL5/D220dWFQQAID8/H83Nzejt7UVTU5PE3RJpD1cGaNlEUURvby8EQYDH40EkEoHRaFzx0S9RFHEtMomr4Qlk+w+5TFmrN2LT+h1yt5EyURRhtVphtVrR2tqacr3a2lp4vV643W4eOyRKAcMA3VUsFkNTUxMOHToEr9f724dzLDCbzQgEAis6+jWXmMV44Dxm4+EM/ymy2xp9HjavL5K7jZSdPHkSTzzxBJxOJ6qrq1Ou53Q6sWfPHpw8eRLl5eUSdEikTdwmoDtyu91wOBxoaGiA1WqF0+lEIBBAf38/uru70d/fj0AgAKfTCavVioaGBjgcDrjd7kV1rl8nfAWj1wYZBDRMEATo9XpUVlZKUq+yshJ6vR6CIEhSj0irGAbotjo6OuBwOBCNRtHd3Y3W1lZUV1cvOgMOAEajEdXV1WhtbYXL5UI0GkVFRQU6OjoAAPFEDBdnzuJy6CJEaPsmQa3zeDywWCy3/D20WiaTCRaLBR6PR5J6RFrFMEBLcrvd2Lt3LyoqKtDT07OsM+AAYLPZ0NPTA4fDgeeffx7dH38E/9QAIrFgmjtWNzkeKkqHSCQCs9ksac2CggKEw1xtIkoFwwDdIhaL4Wtf+xq2bNmCY8eOrXjiOz8/H8eOHcPmzZvx77/+OmbntPXccFqoIwvAaDQiEAhIWjMYDMJkMklak0hrGAboFk1NTejr60NLS0vKR7/6P/HinbfflbhD7VHLyoDVaoXP50MkEpGkXjgchs/ng9VqlaQekVYxDNAioiji0KFDeOmll5a9NXA7NpsNL75Yg5/++OfgoRUCrv89kUgk0NnZKUm9zs5OJBIJ2Gw2SeoRaRXDAC3S29sLr9eLuro6SerV1b2BgU+H0P/JGUnqaZc6wlR5eTmKi4vR2NgoSb3GxkaUlJSgrKxMknpEWsUwQIuk6+jXJ32c9k6FOqIAoNPpcODAAbS1taV8HFAQBBw9ehT19fW8cIgoRQwDtEg6jn4VWYowcGZQknqapZY0AGD//v0oKyvDvn37EAqFVlUjFAph3759KC8vx+uvvy5xh0TawzBAi6Tr6Fc0whMFqVFPGjAYDGhpaYHf70dNTc2KA8H8q4V+vx/Nzc3Izc1NU6dE2sEwQIuk6+hXnjFP0ppao54ocF1paSna29vhcrlgt9uXvWUgCALsdjtcLhfa29v5fDGRRBgGaJF0HP0a8A2gaGf2P7IjL7XFAaCqqgpdXV0wGo1wOByora3F8ePHb/l7LxwOw+l0ora2Fg6HY+HZ4qqqKpk6J1IfhgFaJF1Hvx4t4zlwulVpaSm6urpw8OBB9Pf349lnn4XZbEZJSQnsdjtKSkpgNpuxZ88eeDweHDx4EF1dXVwRIJIYXy2kRaR/YvZlnHafwi8/aOPEdwp0uhxsv0/dgUoURfT19S08kR0Oh2EymfDTn/4UV65cwa9+9Ss899xzcrdJpEqcvKFF5o9+NTQ0QBCElC5zuX706xi+83f/hUEgVRqI7DqdDuXl5bc8RTw1NYUjR47gww8/ZBggShNuE9AtpDv69TWUPFqMP3ytVuIOSUs+//nPAwA++OADmTshUi+GAbqFFEe/Xqh5Aef8fvzXg3/No18SUMvbBKsxHwa6u7sxOzsrczdE6sQwQEtK7eiXDS6XC40/OQhLcVGaOyW1s1gs2LBhA2ZnZ3HixAm52yFSJYYBuq3VHv3KMeTgnfeP4MnK1B46ohtpd2VAp9Ph6aefBsCtAqJ0YRigO1rO0a/CwkLs2bMHXq8X/+37f493fnWEKwIkKc4NEKUXjxbSst3u6JfVaoXNZlt4Oe781BBmE9JcWkS/s/2+Us2eyvj444+xe/durFu3DleuXIFer5e7JSJVYRggyYXngrg4MyJ3G6qj5TAQj8exfv16BINB9PX14fHHH5e7JSJV4TYBSc60pgBGQ4HcbaiOlk8U5Obm4qmnngLArQKidGAYoLS4L3+j3C2QynBugCh9GAYoLfJyjShYe4/cbaiMdlcGgMVhgLubRNJiGKC0uc+0AYA297jTQes//+x2OwwGA8bGxjA8PCx3O0SqwjBAaWPQr8W6vHvlbkNFtJ0GjEbjwlsZ3CogkhbDAKXVetMG6Pi3GUmEcwNE6cGjhZR2V8PjuBqekLuNrCOKIvpPe3G6z4OBM0MwiHnIN+Uv3OtQXl6uuaOGv/zlL/H888+jqKgIPp9P7naIVINhgNIuKSZw9qoPSTEudytZIRaL4Z2338VPfvQzDPqGodfrUWQpQqG5EIFAAD6fD4lEAsXFxThw4AD2798Pg8Egd9sZMTU1hXvvvReiKGJsbAwbN/LUCpEUuH5LaZej0+Ne02flbiMr+LwDeOW5V/HX3/oeyh7bBafTiUAgAG+/F93d3ejv70cgEIDT6YTVakVDQwMcDgfcbrfcrWfEPffcg0cffRQA8OGHH8rcDZF6MAxQRqzLuw+5OWvkbkPRujtP4JUvvQoxLqK7uxutra2orq6G0Whc9HVGoxHV1dVobW2Fy+VCNBpFRUUFOjo6ZOo8szg3QCQ9hgHKCJ1Oh/tM98vdhmL5vAN4/asHUFFRgZ4eAbt3L+/FR5vNhp6eHjgcDjz//POaWCFgGCCSHmcGKGNEUcTo1CDmElG5W1GUWCyGV567viLQ0yMgPz9/xTVCoRDsdjuMRiO6urpUPUNw8eJFPPTQQ8jJycG1a9dQWFgod0tEWY8rA5QxOp0On+E1xbd45+134XWfQUvLkVUFAQDIz89Hc3Mzent70dTUJHGHyvLggw9i27ZtSCaT+Oijj+Ruh0gVGAYoo0xrzDAaVvcDT41EUcRPfvQzvPTSS8veGrgdm82GF198Ef/wD/+g+ut6uVVAJC2GAcq4+0xcHZjXf9qLQd8w6urqJKlXV1eH/v5+9PX1SVJPqRgGiKTFMEAZl2cwoWDNOrnbUITTfR7o9XpUVlZKUq+yshJ6vR6CIEhST6nmw0BPTw9mZ2dl7oYo++XK3QBp07359yM4NwNRTC66ZW82GsXavDwU7dyOx8qsKHmsWNW37A2cGUKRpeiW44OrZTKZYLFY4PF4JKmnVEVFRdiwYQMmJiYgCAKefvppuVsiymoMAyQLXTIH7779L/jhP/1o0S17ZrMZgUAA/+Off45EIoEdlm34d1//Cr786suqnJCfjUZhNpslrVlQUIBwOCxpTaXR6XR4+umn0dbWhg8++IBhgChF3CagjHO73XA4HPj2f/7LW27Z6+nugbffu3DLXtlju/DX3/oeXnnuVfi8A3K3LqncHAPyTQUIBoKS1g0GgzCZTJLWVCLODRBJh2GAMqqjowMOhwPRaHRFt+yJcRFf/v3X0N15QqbOV06vy8Xa3OvzEfcYP4vPFjyEBwu3Yst6C7bfV4pH7t2JJ3c9BZ/Ph0gkIslnhsNh+Hw+WK1WSeop2XwY6OzsRCKRkLkbouzGS4coY+ZXBCoqKnDs2LEVnakPhUJ4oeYFuFwuvPP+EViKi9LY6fLk6PTIzTHAoF+D3Jw1MOiv/3tDzhrk6tcgR3f3rH3y5Ek88cQTcDqdqK6uTrknp9OJPXv24OTJkygvL0+5npLF43GsX78ewWAQvb29KCsrk7sloqzFMEAZEYvFFlYEenp6Urhlz4YcQw7e+dWRtM8Q6KBD7sIPdwMMOWuu/+DXr4EhxwB9TuojN6Iowmq1wmq1orW1NeV6tbW18Hq9cLvdqh68nPfFL34Rv/71r/HWW2+hoaFB7naIsha3CSgjmpqa0NfXh5aWlhRv2WtB/ydevPP2uxJ0pUNuzhoYDfkoXHsv7jXdj/sLNuGhddvwyL07sf0zpdiy3oIH1z2CDQUPYb3psyhYuw55uUZJggBwfRDuwIEDaGtrS/k4oCAIOHr0KOrr6zURBADODRBJhSsDlHbS//b7Mk67T+GXH7Td9YeeXvfbZfwbf7NfWNo3KOKHpnSrJtffJnC5XMjN1cZBoY6ODnzhC1/Axo0bcfHiRUX870mUjRgGKO3StS9+7Dc/x6OPl96yfH/j0v5y9u2VwO12o6KiAg6HY1XzFDU1NXC5XOjq6kJpaWkaO1WWSCSCdevWIRaLYWBgADt27JC7JaKslB3/pKSsJghCWm7ZG/Ndxbb7SrBp/Q5sLNyMz+RvxDrjfchfY8aa3LVZEwQAoLS0FO3t7XC5XLDb7cveMhAEAXa7HS6XC+3t7ZoKAsD1Uyc2mw0AtwqIUpE9/7SkrOXxeGCxWCS/Zc/r9UpSTymqqqrQ1dUFo9EIh8OB2tpaHD9+/JZjh+FwGE6nE7W1tXA4HAvPFldVVcnUubw4N0CUOoYBSrtIJMJb9paptLQUXV1dOHjwIPr7+/Hss8/CbDajpKQEdrsdJSUlKCwsxJ49e+D1enHw4EHNbQ3cjGGAKHXamDIiWRmNRgQCAUlrqvmWPYPBgDfffBN/+qd/ir6+PgiCAI/Hg3A4DJPJhG9+85uw2WwoKyvjwByubxvpdDoMDg7i0qVL2LiRr2ISrRTDAKWd1WrF4cOHEYlEJNkqmL9l75vf/GbqzSmYTqdDeXm56i8PStU999yDRx99FKdPn8YHH3yAV155Re6WiLIOtwko7Ww2GxKJBDo7OyWpN3/97PzgGBG3CohSwzBAaVdeXo7i4mI0NjZKUq+xsRElJSW8fpYWMAwQpYZhgNKOt+xRus2HgVOnTmF6elrmboiyDy8doozgLXuUbtu3b8fw8DDef/99fOlLX5K7HaKswpUBygiDwYCWlhb4/X7U1NQgFAqt6Pvnb9nz+/1obm5mEKBbcKuAaPUYBihjeMsepRPDANHqMQxQRvGWPUqX+TDQ09ODaDQqczdE2YUzAySLWCyGpqYmHDp0CF6vF3q9HhaLBQUFBQgGg/D5fEgkEigpKUF9fT32798Pg8Egd9ukYKIoYuPGjZiYmMC//uu/LoQDIro7hgGSlSiKS96yZ7VaecserVhtbS3effddfPe738W3v/1tudshyhqcwiJZ8ZY9ktLnP/95vPvuu5wbIFohzgwQkWrMbw189NFHSCQSMndDlD0YBohINR5//HGYzWbMzMzg9OnTcrdDlDUYBohINfR6PZ566ikAwIcffihzN0TZg2GAiFSF9w0QrRzDABGpyo1hgIeliJaHRwuJSFUikQgKCwsRj8fx6quvYu3atTAajQvHVcvLy3lclegmDANEpAo3X2SVk5ODoqIirFu3DoFAYOEiq+LiYhw4cIAXWRHdgNsERJT13G43HA4HGhoaYLVa4XQ6EQwGcebMGXR3d6O/vx+BQABOpxNWqxUNDQ1wOBxwu91yt06kCFwZIKKs1tHRgb1792LLli1oaWnB7t277/o9giBg37598Pv9aG9v55sXpHkMA0SUteZXBCoqKnDs2DHk5+cv+3vnn8V2uVzo6uria5ikaQwDRJSVYrEYHA4HotEoenp6VhQE5oVCIdjt9oVXMTlDQFrFmQEiykpNTU3o6+tDS0vLqoIAAOTn56O5uRm9vb1oamqSuEOi7MGVASLKOqIowmq1wmq1orW1NeV6tbW18Hq9cLvdPHZImsSVASLKOr29vfB6vairq5OkXl1dHfr7+9HX1ydJPaJswzBARFlHEATo9XpUVlZKUq+yshJ6vR6CIEhSjyjbMAwQUdbxeDywWCwwGo2S1DOZTLBYLPB4PJLUI8o2DANElHUikQjMZrOkNQsKChAOhyWtSZQtGAaIKOsYjUYEAgFJawaDQZhMJklrEmULhgEiyjpWqxU+nw+RSESSeuFwGD6fD1arVZJ6RNmGYYCIso7NZkMikUBnZ6ck9To7O5FIJGCz2SSpR5RteM8AEWUd3jNAJC2uDBBR1tHpdDhw4ADa2tpSPg4oCAKOHj2K+vp6BgHSLK4MEFFWkvptApfLhdzc3DR0SqR8XBkgoqxkMBjQ0tICv9+PmpoahEKhFX3//KuFfr8fzc3NDAKkaQwDRJS1SktL0d7eDpfLBbvdvuwtA0EQYLfb4XK50N7ezueLSfMYBogoq1VVVaGrqwtGoxEOhwO1tbU4fvz4LccOw+EwnE4nXn75ZTgcDsR0OnR88AGqqqpk6pxIOTgzQESqEIvF0NTUhEOHDsHr9UKv18NiscCUn49gMIjBgQEkEgls3r4dX3zlD1H94kvYtuGz2P3IZrlbJ5IdwwARqYooiujr64MgCOj++CT8k5NYk5eHTdu2Y4fViq2f27no1MBT2x7BxnWFMnZMJD+GASJSreHJK+g7f+GOX5NnyMWzxZ+DQa/PUFdEysOZASJSrVgicdevicbiOH3+Yga6IVIuhgEiUq3ZeHxZX3fu6jWMz0j78BFRNmEYICLVWs7KwLze0fMr+noiNWEYICLVmlvBD/fwXAyei5fS2A2RcjEMEJFqzcVX9pv+8OUrmAwE09QNkXIxDBCRas0tc2bgRif95xHndgFpDMMAEanWamYAQnNz8IyNp6EbIuViGCAi1VrJzMCNhiYv43JwZQ8fEWUzhgEiUqV4IoFkCneqnfSfRzyZlLAjIuViGCAiVVrtqsC84OwsvGM8XUDawDBARKq00pMESxmcuIyrobAE3RApG8MAEamSFBcIiQA+PjeKBLcLSOUYBohIlZZ7FfHdBGZnceYSTxeQujEMEJEqSXm1sG98ElPhiGT1iJSGYYCIVCnVAcIbzW8XpHI6gUjJGAaISJVWc/vgnUxHo9wuINViGCAiVZLiNMHNuF1AasUwQESqlI7niJOiiJP+89wuINVhGCAiVZJyZuBGU5EIBsYn01KbSC4MA0SkSrE0bBPM814ax0wkmrb6RJnGMEBEqjSbkHaA8EZJUcTHfp4uIPVgGCAiVUrnygAAXAtHMDhxOa2fQZQpDANEpDrxZBKJDPzW7h27hECU2wWU/RgGiEh10r0qMC/x29MFIrcLKMsxDBCR6sylcV7gZldCYQxNcruAshvDABGpTjruGLiT/rFxBGdnM/qZRFJiGCAi1UnH7YN3Ek8muV1AWY1hgIhUJ9NhAAAuB0MYuXw1459LJAWGASJSnXTdPng37otjCM3OyfLZRKlgGCAi1YllcIDwRvFkEr2j52X5bKJUMAwQkerMyrBNMG8iEMRZbhdQlmEYICLVyfRpgpt9cnEMkbmYrD0QrQTDABGpjhwDhDeKJRI4ye0CyiIMA0SkOnLNDNxofCaAc1euyd0G0bIwDBCR6sh1muBmpy9cRDTG7QJSPoYBIlIdubcJ5sUSCfSNXpC7DaK7YhggIlVJJJOIJ5Nyt7Hg4vQMRq9yu4CUjWGAiFRF7pMESzl9YYzbBaRoDANEpCpK2SK40Ww8jlPnL8rdBtFtMQwQkaooZXjwZhempnFhalruNoiWxDBARKqixG2CeadGL2A2Lv+xR6KbMQwQkaoocZtgXjQex2luF5ACMQwQkarMKeDCoTsZvTaFsekZudsgWoRhgIhURckrA/N6R89jjtsFpCAMA0SkKkqeGZgXjcXxyYUxudsgWsAwQESqki0DeueuXsOlmYDcbRABYBggIpXJhpWBeb3+81nVL6kXwwARqUo2zAzMi8RicHO7gBSAYYCIVCXbftMeuXIVEwFuF5C8GAaISFWUegPhnfT6LyCehX2TejAMEJFqJEUx61YGACA0NwfPxUtyt0EaxjBARKqRjUFg3tDlK7gcDMrdBmkUwwARqUa2X+Rz8tx5xJNJudsgDWIYICLVyKaTBEsJzs2hn9sFJAOGASJSjWzeJpg3OHkZV4IhudsgjWEYICLVyMaTBEs56ed2AWUWwwARqUa2bxPMC8zO4tNL43K3QRrCMEBEqqH054tXwjc+iWuhsNxtkEYwDBCRasRUsjIAACKAj/3nkeB2AWUAwwARqYZaZgbmzUSj+HR8Qu42SAMYBohINbL9noGlfHppAlPhiNxtkMoxDBCRaqhtZQC4vl1w0j+KpCjK3QqpGMMAEamGmmYGbjQVicLH7QJKI4YBIlINNa4MzDtzaQLTEW4XUHowDBCRKoiiqOowkBRFfHzuPLcLKC0YBohIFdRwFfHdTEUiGJiYlLsNUqFcuRsgIpKCmlcFbnRmbBwPriuEOS8PwPUVkd7eXgiCAI/Hg0gkAqPRCKvVCpvNhvLycuh0Opm7JqXTiSLXnIgo+10NhfH/+QblbiMj7jWZ8NTWzfjhD3+IQ4cOwev1Qq/Xw2KxwGw2IxAIwOfzIZFIoLi4GAcOHMD+/fthMBjkbp0UitsERKQKWlkZAIC+06ewy2ZDQ0MDrFYrnE4nAoEA+vv70d3djf7+fgQCATidTlitVjQ0NMDhcMDtdsvdOikUVwaISBVGr16DcG5U7jbSzvPxCfztNxqwdcsWHDlyBLt3777r9wiCgH379sHv96O9vR1VVVUZ6JSyCcMAEanC0ORlnDp/Ue420so/OIBv7XsNlRUVeO+995Cfn7/s7w2FQqipqYHL5UJXVxdKS0vT2CllG4YBIlIF79g4vCp+9jcei+Hb+17DGogQBGFFQWBeKBSC3W6H0WhEV1cXZwhoAWcGiEgV1D4zcPxoG0Y+PYMjR46sKggAQH5+Ppqbm9Hb24umpiaJO6RsxpUBIlKFE2f98F+bkruNtBBFEX/2ykuw79qFX7S2plyvtrYWXq8Xbrebxw4JAFcGiEgl1LwyMHLmDEaHh/FGXZ0k9erq6tDf34++vj5J6lH2YxggIlWYU+kjRQAw6HFDr9ejsrJSknqVlZXQ6/UQBEGSepT9GAaISBXUvDIwOjyEHUVFMBqNktQzmUywWCzweDyS1KPsxzBARKqg5rcJ5mZnYTabJa1ZUFCAcDgsaU3KXgwDRJT1RFHEXDwudxtps2btWgQCAUlrBoNBmEwmSWtS9mIYIKKsF08moeZjUZu2bcfgwAAikYgk9cLhMHw+H6xWqyT1KPsxDBBR1lPz8CAA7LCWIpFIoLOzU5J6nZ2dSCQSsNlsktSj7McwQERZT83zAgCwdedObNq2Df/U2ChJvcbGRpSUlKCsrEySepT9GAaIKOvNqnheAAB0Oh2e+/JXcLStLeXjgIIg4OjRo6ivr+eFQ7SANxASUdY7f20KPWf9creRVlK/TeByuZCbm5uGTikbcWWAiLKe2mcGACDXYMCBv/pr+P1+1NTUIBQKrej7518t9Pv9aG5uZhCgRRgGiCjrzSXUvU0w72mbDe3t7XC5XLDb7cveMhAEAXa7HS6XC+3t7Xy+mG7BMEBEWU8LKwMPrivEri2b8IUvfAFdXV0wGo1wOByora3F8ePHbzl2GA6H4XQ6UVtbC4fDsfBscVVVlUx/AlIyzgwQUdb7+Nwozl29JncbaXO/uQCObY9An/O7399isRiamppw6NAheL1e6PV6WCwWFBQUIBgMwufzIZFIoKSkBPX19di/fz8MBoOMfwpSMoYBIsp6XcNnMTY9I3cbaXFffj4qd2xFbs7SC7miKKKvrw+CIMDj8SAcDsNkMsFqtcJms6GsrIynBuiuGAaIKOt1+IZwZYUDddngHqMRny/aBoNeL3crpHIcJyWirCKKInp7exd+E45EIpiMRLFxyyPYYS3F1p07VfGbcGFeHip3bGUQoIzgygARZYXb7ZGbzWZMz8xgcGAAiUQCm7Ztw3Nf/gqqX3wJuVm6R16wZg2esWxHXpb2T9mHpwmISPHcbjccDgcaGhpgtVrhdDoRCATQ39+P7u5unPF6EQgE4HQ6Yd+1Cz/6++/h2/teg39wQO7WV8xoMKByxzYGAcoorgwQkaJ1dHRg79692LJlC1paWrB79+67fo8gCPja176Gs+f8+NZ/fwvWJ+7+PUqwNjcXzxRtgzkvT+5WSGMYBohIseZXBCoqKnDs2LEVXcEbCoXwwgsv4KMuF/62uQWbdxSlsdPUGfR6fH7HNtxjMsrdCmkQwwARKVIsFoPD4UA0GkVPT8+q7+K32WyI6XT47j8fUewMQW5ODiq3b8V9BSv/MxJJgacJiEiRmpqa0NfXh+7u7lUFAQDIz89HS0sLHA4Hjh9tw3Nf/kOJu1xMFEWMnDmDQY8bo8NDmJudxZq1a7Fp2/bbnnTQ63RwbNvCIECy4soAESmOKIqwWq2wWq1obW1Nud7LL7+ME6dO4f955920HDuMx2I4frQN/+87P8Po8DD0ej12FBXBbDYjEAjc9qRDjk6HJ7duwQPrCiXviWgleJqAiBSnt7cXXq8XdXV1ktR744034B8awsinZySpdyP/4AC+ve81/Ojvvwf7rl0LJx3OeL0QenrueNJh95ZNDAKkCAwDRKQ4giBAr9ejsrJSknqVlZXQ6/UY9HgkqTfP8/EJfGvfa1gDEd3d3fhFayuqq6thNC4eAjQajaiursYvWlvhcrmwBiL+4k/2Yej0KUn7IVothgEiUhyPxwOLxXLLD9XVMplM2FFUhNHhIUnqAddXBP72Gw2orKiAIAjLOvIIADabDYIgoMLhwPPPPw+32y1ZT0SrxTBARIoTiURgNpslrVlQUIC5aFSSWvFYDIf+r+9g65YteO+991Y84Jifn49jx45h8+bN2LdvH2KxmCR9Ea0WwwARKY7RaEQgEJC0ZigUwv33rseD6wphXrsWOSkMEh4/2oaRT8/gyJEjKZ10aG5uRm9vL5qamlbdC5EUeJqAiBSnsbER9fX1CAQCkmwVhMNhFBYW4vDhw3j99dcBAElRRGh2FoHoLAKzswhGr//7mWgU8WTytrVEUcSfvfIS7Lt24RcSnHSora2F1+uF2+1WxQNLlJ14zwARKY7NZkMikUBnZyeqq6tTrtfZ2YlEIgGbzbbw13J0Opjz8pa8+jcai2EmGkUg+tuQMHs9JERjcYycOYPR4WH8uLEx5b4AoK6uDnv27EFfXx/Ky8slqUm0UgwDRKQ45eXlKC4uRmNjoyRhoLGxESUlJSgrK1vW1+cZDMgzGLDhprmFWCKBgx90pOWkgyAIDAMkG84MEJHi6HQ6HDhwAG1tbRAEIaVagiDg6NGjqK+vT3kZ3qDX4+zggOQnHSwWCzwSH3skWgmGASJSpP3796OsrAz79u1DKBRaVY1QKIR9+/ahvLx8YVYgVek66RAOhyWtSbQSDANEpEgGgwEtLS3w+/2oqalZcSAIhUKoqamB3+9Hc3MzcnOl2RVNx0mHYDAIk8kkaU2ilWAYICLFKi0tRXt7O1wuF+x2+7K3DARBgN1uh8vlQnt7O0pLSyXryWq1wufzIRKJSFIvHA7D5/PBarVKUo9oNRgGiEjRqqqq0NXVBaPRCIfDgdraWhw/fvyWH8bhcBhOpxO1tbVwOBwwGo3o6upCVVWVpP3ceNJBCkuddCDKNN4zQERZIRaLoampCYcOHYLX64Ver4fFYkFBQQGCwSB8Ph8SiQRKSkpQX1+P/fv3w2AwSN6H1C8q8p4BUgKGASLKKqIooq+vD4IgwOPxIBwOw2QywWq1wmazoaysLO0/VA8fPoyGhga4XK6UfqMXBAEOhwMHDx7Em2++KWGHRCvDMEBEtEKxWAwOhwPRaBQ9PT2rupI4FArBbrfDaDTC5XJJNuBItBqcGSAiWiGlnnQgWi2GASKiVVDiSQei1WIYICJaJaWddCBaLc4MEBGlSCknHYhWi2GAiEgiSjjpQLQaDANEREQax5kBIiIijWMYICIi0jiGASIiIo1jGCAiItI4hgEiIiKNYxggIiLSOIYBIiIijWMYICIi0jiGASIiIo1jGCAiItI4hgEiIiKNYxggIiLSOIYBIiIijWMYICIi0jiGASIiIo1jGCAiItI4hgEiIiKNYxggIiLSOIYBIiIijWMYICIi0jiGASIiIo1jGCAiItI4hgEiIiKNYxggIiLSOIYBIiIijWMYICIi0jiGASIiIo1jGCAiItI4hgEiIiKN+/8BW9GWb9v4UNYAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -80,7 +68,7 @@ } ], "source": [ - "xgi.draw(H, pos=pos)" + "xgi.draw(H, pos=pos);" ] }, { @@ -92,11 +80,12 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "id": "c8baf790", "metadata": {}, "source": [ - "Let's jump right into how `xgi.draw_nodes()` works. By default, it gives:" + "Let's jump right into how `xgi.draw_hyperedges()` works. By default, it gives:" ] }, { @@ -109,8 +98,8 @@ "data": { "text/plain": [ "(,\n", - " (,\n", - " ))" + " (,\n", + " ))" ] }, "execution_count": 4, @@ -119,7 +108,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -158,8 +147,8 @@ "data": { "text/plain": [ "(,\n", - " (,\n", - " ))" + " (,\n", + " ))" ] }, "execution_count": 5, @@ -168,7 +157,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -201,8 +190,8 @@ "data": { "text/plain": [ "(,\n", - " (,\n", - " ))" + " (,\n", + " ))" ] }, "execution_count": 6, @@ -211,7 +200,7 @@ }, { "data": { - "image/png": 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Q15gmQG1xylJsWQqHvNGAm8wvt+uZV0b01Mk9+sVrw8rktncTGB0t6MEHvWLwsY8l1dlZm8f1LmQW9HrkdeXLdp2ZsBO9vb0aGhqqyGu1Blr1l/f9ZUVeC6gnlAHUhkzSGwGIhKTS1obDc/mAXjw7qKdf2aOnT44oGOra1iXb2hx95CPJq6MGBw6Y35VQckp6I/qGplJTpqPUjaamJu0/sF+tLa27fq225jZ96d4v7T4UUGcoAzCnVJQii9LqvJRO7OqlXFd6N9h9tRicPD+gcnl7C8tuvz17tRh86EP+L0Jcza/qTPiM0qW0vxduAN093RoZHtn161AGYCvKAPyXiHgFILokOdUZpo8mWvTzXw3rqZN79NNTI1qNb2/7YW/vtUWIn/hEdRchOq6jsfiYxuPjcsU/x53av3+/2tp2t820vbldf3HvX1QoEVA/KAPwRyHvFYDwvLcw0EflsvTrt/qvjhqcv9C3ra8PBK4tQvzkJ+O6447KLUJMFpM6HT6tWCFWmRe0WFdXl/bs2bOr1+ho6dCf3/PnFUoE1A/KAKrHcaR4WArPSYmwauWH3tnFdj1zao+e+p89ev70kLL57S1C3Lu3cHU64aMfTaijY/t/Mdd1NZma1JvRN+W4tbmIsR7t27dP7e3tO/56ygBsRRlA5WXTXgGILEhF84vybiWbC+jFs0N66uSInn5lj6YXOrf19e3tNy5C3L9/879vtpTV2dWzWs4t7zQ2NtDR0aG9e/fu+Os7Wzr1Z/f8WQUTAfWBMoDKKJe8NQDhOSkVN51mR1xXemeyW0+d3KOnX9mjV84PyHG2Nx9wxx1ZPfhgXJ/8ZEx3351eswhxLj2nc5FzKji1XZLq2ejoqDo7t1fqruhq7dIXP/TFCicCah9lALuTinnrAKKL3uR8A4nEW/Tsr0b09MkR/fTVEUW2uQixv7+sP/qjsP7qr+ZUdIo6HzmvmfRMldLiira2Nu3fv39HX9vd2q0vfOgLFU4E1D5OIMT2FfPS6oJXAnKNuw1uqL+kR35vUY/83qJKpSb9+u1+PfU/3nTCmxc3f3xuPN6s3t5R9eyP6bkLzylS4rkCfigUCkpn0uru6jYdBagbjAxga1zXWwy4Oi/FVrzfW2xmsUNPX15n8PzpIeU2WIT47z8Kyb3rF8qVvOOUHcdRPp9XLpdTLpez7vHLfmltbdX+/fu3/ayBnrYeff6Dn69SKqB2UQZwa7mMVwBWQ972QKyRyQX0wpkhPX1yj546OaLZJW++uqujrNXpuNr3DCqai2oxtaiF5IIWUgvKFDOSvEfxXi0H+ZyKhaLJv0pDGR4eVk9Pz7a+pretV4988JEqJQJqF2UAa5WvPB9gTkpGTaepK64rvXWpR0/9zx4lM836u7/vk/rXnoyXyCduKAeJvHcCY7lcVi6fUz7nFYRikXKwU83NzTpw8IACTVs/ibKvvU9/evefVjEVUJsoA7gmnbi8JXDR2x2A3bvjPmlg84NwMsXMDeUgkvXWF5TL5atTCrlcTqUtPrcBnsHBQfX1bf2QKcoAbMUCQtuVit4UwGrIe1gQKmxrXburtUu3D96u2wdvlyTlS3ktpZe0kFzQYmpRK5kVOa6jUql0QzkoN9gOjkqLJ+Lq6elRILC10YEm1cnzrYEKowzYyHWlZMTbDRBbrtrzAaAdL7Rsb2nXkf4jOtJ/RJL3NMPl9PLVcrCUXlLJKalYLF4rB/mcnDL/W17PKTtKJBIaGBjY0udvd8Eh0CgoAzbJZ6+NAvj8fABrVeio4ZZAiw70HtCB3gOSvIcbhTPhq1MLi6lF5ct5FQqFG9YcOBQ9JRIJ9fb2qrl5e8dOAzahDDQ6p+xtBQzPS4lV02nsU6UVOYGmgEa7RzXaPaoP7f2QXNdds2MhXUjfMHKQz+etLAeu6yoej2toaGjTz2WaALaiDDSqTPLylsAFb10AzPDpIURNTU0a6hzSUOeQPrDnA5LW7liI5+LeyMHlKYV8Li9b1g+nUin19fWp5ebzoW/CNAFsRRloJKWidyxwOCSl6/P5AA3H4M22r71Pfe19OjZ8TNLaHQurmVXlC/mrUwr5fOOWA9d1FYvHNDK8dpsnAMpAY0hGrz0fwMJh4JpWQzfXzXYsLKWXbtipUCgUGqocpFNp9fX2qa1t42dMME0AW1EG6lUhf3kx4Lx3SiBqVO3eTDfbsbCQXFA6m1Yun1Mu2xhHJ8fjce3Zs/G5D0wTwFaUgXriOFIi7I0CxFdq+T6DK+roJ+uNdixcKQehREjxdLyuj07OZDLK5/Nqb29f9+OMDMBWlIF6kEt7BWA1JBXr/6czq/i0gLAart+xcI/uWbNjYS4+p0gqUndHJ8diMe3du3fdjzEyAFtRBmpVuXx5MeC8lIqZToOdqp+BgU1ttmNhNjarlcRKzR+dnMvllM1m1dnZaToKUDMoA7UmFbu2GJCjZutfHY8MbMWtdizMxmYVioaubmOspXIQi8XWLQNME8BWlIFaUCxIkQXvIUHZtOk0qKQ6WjNQCTfsWDhy446FmeiM5qJzymazxp+rUCgUlM6k1d3VfcOfM00AW1EGTHFd70TAK88HsOymYY0GHxnYzPU7Fj5+6OM37FiYic5oZnVGqUzKyHMV4rG4ujq7KACAKAP+y2evLQYs5EynAXx1/Y6F+w/cf3XHQigR0kx0RlPhKSXSCV+OTi4Wi0qn0+rp6bn6Z0wTwFaUAT84ZSm67J0JkIiYTgM/WT4ysJnrdyzcu//eqzsWQomQpiPTCq4EFU1Hq3Z0cjweV1d3lwJN3iOOGSWArSgD1ZRJeKMAkQWphhZPwUdM/2zL9TsW7t57t/R+b8fCQnJBwZWgguGgwslwxY5OLpVK3nMLevsqkB6oX5SBSisVpciitxgwkzSdBqZRBnbtyo6F9428T5K3YyGUCF0tB4vxxV0dnRyPx9XT3aNAIMA0AaxFGagE1738fIA5bzEgzwfAFZSBiutq7dIdw3fojuE7JHk7FhaSC5pcnlQwHFQo5m1n3Cqn7CiZTKq/v59pAliLMrAbhZy3EDA87y0MBG5GGai69pZ2HR08qqODR6X3ec9YWEhcKwdz0TllN/n3GY/H1dPTw8gArEUZ2C7H8Z4LEJ7ztgbyvR63wgJC37UEWnR44LAODxzWbx37LTmuo8XEoi4tX9J0eFrT0Wllbnq4l+u6SiQS0qCh0IBhlIGtyqaubQks1ccZ7AC8HQsH+g/oQP8BffLOT8p1XS0nl3Vp+ZKmwlOajkwrlUspmUzW1CmJgJ+a3EZ6YHmllUuXFwPOS+m46TSoR4Oj0nvvNZ0Cmwgnw7q0dEm9r53VB/bdJX3qU6YjAb6iDKwnGfXOBIgsshgQuzOwR7rjPtMpsFW///vS4qJ09qzEYkJYhGmCK4r5y4sBQ94jg4FKoGvXl+PHvUJw6pT04IOm0wC+sXtkwHGuPR8gvsI3blRe37B07H7TKbBVjiPddZf04Q9LP/qR6TSAb+wcGchlvN0AqyHviYFAtbCboL4EAtI3viF985tSKCQdOGA6EeCLgOkAvimXvZv/+GnprZPS4hRFANXHaFP9+dKXpPZ26R//0XQSwDeNP02Qjl9+PsCitzsA8FNPv3TXx02nwHZ9/evSf/+3NDMjtbWZTgNUXWOODBQL0tK09PYp6d1fSytzFAGY0eBdu2E9/ri0tCT913+ZTgL4ojFHBmbelZZnTacApK5e6QMPmE6Bnfid35HSaenVV00nAaquMUcGDt8lDe0znQJgZKCeHT8u/epX0pkzppMAVdeYZaCpSTp6tzQwajoJbEcZqF+f/ax0223St75lOglQdY1ZBiRvi9DtH5T6h00ngc3YWli/mpu9hYQ/+pG0vGw6DVBVjVsGJCnQLN1+r9TLo8hgCCMD9e3RR70fLP7pn0wnAaqqscuA5LX7O+7ztngBvqMM1LXhYekLX5D+4R8knmiIBtb4ZUCSmlukOz7srewG/MTIQP17/HFpfl46ccJ0EqBqGnNr4UaKBWnitJTlQUTwSUuLdC+Pw617n/ykN13w0kumkwBVYcfIwBWtbdKdH5E6ukwngS3sqdqN7fhx6eWXpTfeMJ0EqAq7yoAktbVLd94vtXWYTgIbsJugMfzJn0gHD0rf/rbpJEBV2FcGJKm9Uzr2EW+kAKgmi2bhGlprq/TYY9IPfiBFIqbTABVnZxmQvKmCYx+VWlpNJ0Ejoww0jq98xXv66b/+q+kkQMXZWwYkqbNbOna/t8gLqBYKQWPYu1d6+GHpO9/xSgHQQOwuA5LU1edtO2xuNp0EjYoy0DiOH5empqRnnjGdBKgou7YW3koyKl04Kzks+EKF3fdpymYj+fjHpf5+6ec/N50EqBhGBq7oHZTee6/3kCOgkthR0Fgef1x67jlpbMx0EqBiKAPX6x+R3nsPhQCVxeBbY3n4YWl0lG2GaCiUgZsNjErv+aBEH0DFUAYaSnu79NWvSt//vpRImE4DVARlYD1D+6TbfsN0CjQKRgYaz2OPSbmcVwiABkAZ2MjIQenI+02nQCOgDDSegwelz33Omypg0TEaAGXgVkYPS4eOmU6BekcZaEyPPy5NTHiLCYE6RxnYzL6j0oH3mk6BekYZaEwPPSTdc4/0rW+ZTgLsGmVgKw681ysFwE6wtbAxNTV5hxA984x06ZLpNMCuUAa26tAxafSI6RSoR4wMNK7Pf14aHJS++13TSYBdoQxsx+H3eQsLgW2hDDSszk7p0Ue9hxel06bTADtGGdiOpibptg94Ww+BrWJkoLF9/eveeQM/+IHpJMCOUQa2q6lJOnq3dzgRsBWsGWhsR49Kf/iH3jZDih/qFGVgJwIB6fYPSv3DppOgHnB/aHzHj0tvvSW99JLpJMCOUAZ2KtAs3X6v94Aj4FYYGWh8n/qU9P73s80QdYsysBvNzdId90k9/aaToJYxdNz4mpq8Q4hOnJBmZkynAbatyXX5TrVrpaI0cUbKJE0ngQnNLVJL6+Vf29a+PzAqtXeaTolqS6W8Y4q/8Q3p7/7OdBpgWygDlVIsSBOnpSzbi+pWc7PU3OrdwFtaN3m/TWpp8d4PMMCGy/76r6Uf/lCanZU6OkynAbaMMlBJhbxXCHIZ00nsFgisvYG3tN30k/vNN/cWbx0IsBsXLkjHjknf+570pS+ZTgNsGWWg0vJZafy0VMiZTlL/AoFNbuDr/LTe3OL9hA+Y8pnPSMvL0pkz3loCoA5QBqohl5HGX/OmDuB9Q9xoiP1W73NTRz165hnpD/5AOnVKeuAB02mALaEMVEs27RWCUtF0kspp0sY38Ja2W8yxt5hODvjHcaT3vU/66Eel//xP02mALaEMVFMm4e0yKJVMJ7nR1Zv6Zovkbp5vbzWdHKgPf//30t/8jbfNcP9+02mATVEGqi0Vky6clcrl6rz+lZv0mmH4W2x1a25hLhOoplhMOnRI+uY3pb/9W9NpgE1RBvyQjHqFwLnFSXSb7VXf6Cd3bupAbfra17xDiKanpbY202mAW6IM+CUZldJx9qoDtnj7benuu711A488YjoNcEuUAQColk9/WspmvZ0FQA3jx1EAqJbjx6VXX5XOnjWdBLglRgYAoFpKJem975V++7elf/s302mADTEyAADV0tIiff3r0o9+JK2smE4DbIgyAADV9OUve7t+/vmfTScBNsQ0AQBU26OPSs89J01OeqMFQI1hZAAAqu3xx73HGj/xhOkkwLoYGQAAPzz0kNTaKr3wgukkwBqMDACAH44fl158UXrzTdNJgDUoAwDgh899TjpwQPr2t00nAdagDACAH1pbpccek37wAykaNZ0GuAFlAAD88pWvSMWi9L3vmU4C3IAFhADgpy9+0TuieGJCam42nQaQxMgAAPjr+HHvvIGf/tR0EuAqRgYAwG8f+5g0OCg9+6zpJIAkRgYAwH/Hj0s//7k0Pm46CSCJMgAA/nv4YWnPHuk73zGdBJBEGQAA/7W3S1/9qvdY42TSdBqAMgAARjz2mJTJSN//vukkAAsIAcCYhx+W3nhDeucdKcDPZjCH//cBgCmPP+4tInz+edNJYDlGBgDAFNeV7r1Xuu026cknTaeBxRgZAABTmpq8bYZPPeUdRAQYQhkAAJM+/3lpYED67ndNJ4HFKAMAYFJXl/TlL0v/8i/e7gLAAMoAAJj2ta9J8bj0wx+aTgJLsYAQAGrBH/+xFAxK5897awkAHzEyAAC14Phx6c03pZdfNp0EFqIMAEAt+PSn5X7mMyqHo6aTwEKUAQCoBU1NKv7fExor36l8Im86DSxDGQCAGpFP5pWL5TR2YkyppZTpOLAIZQAAakQhWZAklXIlTTw1ocjFiOFEsAVlAABqRCFVuPq+W3YV/GVQobMhg4lgC8oAANSIfHLtWoGFswsK/jIop+wYSARbUAYAoEZcmSa4WeRiRBNPTaiUK/mcCLagDABAjVhvZOCK9FJa7/74XeViOR8TwRaUAQCoAa7j3rBmYD2FZEFjJ8aUmE/4lAq2oAwAQA0oZorSFg6HLxfKuvDMBYXHwtUPBWtQBgCgBmzroCFXmn55WnO/mhOPl0ElUAYAoAZsNkWwnqU3ljT53KScEjsNsDuUAQCoAbdaPHgrsamYxp8cVyG9/TIBXEEZAIAasNG2wq3IhDMaOzGmTDhTwUSwCWUAAGrATkcGriimixp/clyx6VhlAsEqlAEAqAG7GRm4wik5uvTsJS29uVSBRLAJZQAADHMdt6Jz/nOvzmnm5Ixch50G2BrKAAAYVkgXtnTGwHasvLOiiz+7qHKhXNkXRkOiDACAYZWYIlhPYi6hsSfGdr0eAY2PMgAAhlXzZp2L5jT24zGlllJVuwbqH2UAAAyr1sjAFaVcSRNPTShyKVLV66B+UQYAwDA/hvHdsqvg80EtvL5Q9Wuh/lAGAMCwao8MXC90JqTgC0E5ZY4wxjWUAQAwzO8FfpELEV14+oJKuZKv10XtogwAgEGu46qYLvp+3dRiSmMnxpSL5Xy/NmoPZQAADNrJ0worJZ/Ia+zEmBLzCWMZUBsoAwBgkOkzAMqFsi7+9KLCY2GjOWAWZQAADPJz8eBGXMfV9MvTmvv1nFyXI4xtRBkAAINMjwxcb+n8kiafm5RTYqeBbSgDAGBQLYwMXC82FdP4k+MqZvxf1AhzKAMAYJDJBYQbyYQzevfH7yqzmjEdBT6hDACAQflE7UwTXK+YLmr8iXHFZ+Kmo8AHlAEAMMQpOzU9HO+UHF189qKW31o2HQVVRhkAAENqcYpgDVeaPTWrmZMzch12GjQqygAAGFJriwdvZeWdFV382UWVC2XTUVAFlAEAMKSWthVuRWIuobEnxuouNzZHGQAAQ+ppZOCKXDSnsRNjSi+nTUdBBVEGAMCQulgzsI5StqTxn4wrciliOgoqhDIAAIbU83C7W3YVfD6ohdcXTEdBBVAGAMCQepwmuFnoTEjBF4JyyhxhXM8oAwBggFOq7TMGtiNyIaILT19QKVcyHQU7RBkAAAPqdb3ARlKLKY2dGFMuljMdBTtAGQAAAxqtDEje0cpjJ8aUDCVNR8E2UQYAwIBafSbBbpULZV145oLC42HTUbANlAEAMKARRwaucB1X0y9Na/61ebkuRxjXA8oAABhQz9sKt2rx3KImfzEpp8ROg1pHGQAAAxphW+FWxIIxjf9kvGF2TjQqygAAGGDDyMAVmZWMxk6MKbOaMR0FG6AMAIDPnJKjUtauPfmFVEHjT44rPhM3HQXroAwAgM8aefHgrThFRxefvajlt5ZNR8FNKAMA4DObpgjWcKXZU7OaeWVGrsNOg1pBGQAAn9myePBWVt5e0cVnL6pcKJuOAlEGAMB3Vo8MXCcxm9D4k+PWTpvUEsoAAPiMkYFrspGs3v3xu0ovp01HsRplAAB8xsjAjUrZksZ/Mq7oZNR0FGtRBgDAZ4wMrOWWXU3+YlKL5xZNR7ESZQAAfFQullXK2XXGwHbMvzavqRen2GngM8oAAPiIxXKbW51Y1cTTE5QmH1EGAMBHTBFsTWohpbETY8rFc6ajWIEyAAA+YvHg1uUTeY2dGFMylDQdpeFRBgDAR4wMbE85X9aFZy4oPB42HaWhUQYAwEeMDGyf67iafmla86/Ny3VZWFgNlAEA8BEjAzu3eG5RweeDckqO6SgNhzIAAD5iN8HuRCejGv/JuIqZoukoDYUyAAA+4YyBysisZDR2YkzZSNZ0lIZBGQAAnzBFUDmFVEFjT4wpPhs3HaUhUAYAwCcsHqwsp+jo4s8uavntZdNR6h5lAAB8wshAFbjS7Cuzmj01yxHGu0AZAACfMDJQPctvLevSzy+pXCybjlKXKAMA4BNGBqorPhPX+BPj7NjYAcoAAPiEm1T1ZSNZvfvjd5VeSZuOUlcoAwDgE6YJ/FHKljTxkwlFg1HTUeoGZQAAfFAulFXOM5/tF6fkaPK5SS2eWzQdpS5QBgDAB4wKmDH/2rymXppip8EmKAMA4AMWD5qzOr6qiacnVMpz+uNGKAMA4AMWD5qVWkhp7MSYcvGc6Sg1iTIAAD7IJ5gmMC0fz2vsxJiSC0nTUWoOZQAAfMDIQG0o58u68PQFrU6smo5SUygDAOADFhDWDtdxNfXilOZPz8t1WVgoUQYAwBcsIKw9i/+7qODzQTklx3QU4ygDAFBlpXxJ5QJnDNSi6GRUE09NqJgtmo5iFGUAAKqMUYHall5Oa+zHY8pGsqajGEMZAIAqY/Fg7SukChp7Ykzx2bjpKEZQBgCgylg8WB+coqOLP7uolXdWTEfxHWUAAKqMaYI64kozJ2c0e2rWqp0GlAEAqDJGBurP8lvLuvTsJZWLdiz8pAwAQJUxMlCf4jNxjT8xbsWaD8oAAFQZIwP1KxvJauzEmNIradNRqooyAABVVMqX5BQ51KaeFTNFTfxkQtFg1HSUqqEMAEAVMUXQGJySo8nnJrV4ftF0lKqgDABAFTFF0Fjmfz2v2VdnTceoOMoAAFQRIwONZejOIe27Z5/pGBXXYjoAADQyRgYaQ+dwp448eEQ9+3pMR6kKygAAVBEjA/Wtub1ZBz96UCN3jagp0GQ6TtVQBgCgihgZqF8j7x/RwY8eVEtH498qG/9vCAAGMTJQf7pHu3X4wcPq3tNtOopvKAMAUCWlXElOiTMG6kVLZ4sOffyQhu4cUlNT404JrIcyAABVwhRBnWiSRu8e1YH7D6i5rdl0GiMoAwBQJUwR1L7eA706/InD6hzqNB3FKMoAAFQJIwO1q7W7VYcfOKzB2wdNR6kJlAEAqBJGBmpPU6BJe+/Zq/337VeghXP3rqAMAECVMDJQW/qP9OvwJw6rva/ddJSaQxkAgCphZKA2tPe16/AnDqv/SL/pKDWLMgAAVVJIUQZMCrQEtO++fdr7ob0KNDMlcCuUAQCogmK2yBkDBg3ePqhDv3lIbT1tpqPUBcoAAFQBUwRmdAx26MiDR9R7oNd0lLpCGQCAKmDxoL+a25q1//79Gv2N0YZ+oFC1UAYAoAoYGfDP8LFhHfzYQbV2tZqOUrcoAwBQBSwerL6ukS4dfvCwevb2mI5S9ygDAFAF+QTTBNXS3N6sgx87qJG7Rqx7oFC1UAYAoAoYGaiCJmnP+/fowEcOqKWD21cl8V8TAKqABYSV1b23W0cePKKukS7TURoSZQAAKqyYKcotu6ZjNITWrlYd/PhBDd85bDpKQ6MMAECFMSqwe02BJo3ePar9H96v5rZm03EaHmUAACrMKTlq729XKVtSuVA2Hafu9B7s1ZEHj6hjoMN0FGs0ua7LWBYAVIlTdlTKllTMFtf/NVNUKXftV5u19bTp0AOHNPieQdNRrEMZAIAa4TquSrnS1XKwYYG4/KvrNMa376bmJu27Z5/23btPgRYeKGQCZQAA6lQpX9ryqEOtPjSp/7Z+HX7gsNr72k1HsRplAAAs4JScdUvCekWinK/+Oof2/nYd/sRh9R/ur/q1sDnKAADgBq7jbjpFcf2v2sZdJNAS0P4P79foB0cVaGZKoFZQBgAAO+a6rsr58pZGHbr3duvQbx5SW3eb6di4CWUAAADLMUYDAIDlKAMAAFiOMgAAgOUoAwAAWI4yAACA5SgDAABYjjIAAIDlKAMAAFiOMgAAgOUoAwAAWI4yAACA5SgDAABYjjIAAIDlKAMAAFiOMgAAgOUoAwAAWI4yAACA5SgDAABYjjIAAIDlKAMAAFiOMgAAgOUoAwAAWI4yAACA5SgDAABYjjIAAIDlKAMAAFiOMgAAgOUoAwAAWI4yAACA5SgDAABYjjIAAIDlKAMAAFiOMgAAgOUoAwAAWI4yAACA5SgDAABYjjIAAIDlKAMAAFiOMgAAgOUoAwAAWI4yAACA5f4/B6CdmGfVh2EAAAAASUVORK5CYII=\n", + "image/png": 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", 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\n", 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", 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" ] @@ -286,11 +275,12 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "id": "56966a12", "metadata": {}, "source": [ - "By default, the colormaps used are \"Blues\" and \"Greys\". These can be changed:" + "By default, the colormaps used are \"crest_r\" and \"Greys\". These can be changed:" ] }, { @@ -302,7 +292,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -311,7 +301,7 @@ }, { "data": { - "image/png": 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\n", 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", 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OVqtFS0uLd7t27VqgLztgLPuT33St3ThdVSd1GMNyu92oqdUNurxwb68dvVY7EuLjgnJtVv1JrkwmE1auXIldu3bh5ZdfHvbYP//5zz6P33jjDbz77rv45JNPUFZWFswwBQl12b+0tNTn8caNG7Ft2zacOHEC06dPH/Q5KpUKWVlZgmMMBrb8yS8GgwXHT1yW9ZQ+j8eD2qutMJuHHoTI1j9FCqPR6LPZbEP/3q9ZswZLly7FwoULR30di8UCh8OB9PT0QMKVvdG8n/1cLhf27NkDs9mMkpKSIY8zmUyYOHEi8vLyRqwShAqTP40oHKb0eTwe1NW3wWjsHfY4fRAHKXJ5XxqJR6QNAPLy8pCSkuLdNm3aNOg19+zZg9OnTw/585E8++yzGD9+vKAvDqEgVtnf3/cTAKqrq6HRaKBWq/Hoo49i3759mDZt2qDHFhQU4K233sJf//pX/OlPf4Lb7ca8efNw/fr1oLwf/mLZn4YVLlP6Gq93+tWqt1od6O21IyEhOKV/omGJuMpPY2MjtFqtd7darR5waGNjI9auXYvy8nJBg8w2b96MPXv2oKKiQhaD1AYj1lQ/f97PfgUFBaiqqoLBYMDevXuxatUqHD58eNAvACUlJT5VgXnz5uG2227Djh078NJLLwmOO1BM/jQkj8eDL07Kf0pfc4se7e1Gv4/X601ISBC/hMk+fxqJmCv89Y82H86pU6fQ1taG2bNne/e5XC4cOXIEr7/+Omw2G6Kjowd97r//+79j8+bN+Pjjj0ccJCglsfr8/Xk/+8XFxWHq1KkAgDlz5qCyshJbt27Fjh07RnxubGwsZs2ahZqaGsExi4HJn4ZUfa4BTU3yntLX1m5AyyhvzdvVbcb48ZHdf0kEAPfeey+qq6t99j388MMoLCzEs88+O2Tif/XVV7Fx40YcOnQIc+fODUWoYc3tdvs1RgDo+/JVXV2NJUuWBDmq4TH506Cu1rXi0mV5T+nr6jKhsbFz1M+zWR2wWGxITBy6rCeEUlcKI/lKTk5GUVGRz76kpCSMGTPGu7+srAw5OTnePu5f/epXeOGFF7B7925MmjQJOp0OAKDRaKDRaEL7AvwQ6hX+1q1bh8WLF2PChAno6enB7t27UVFRgUOHDgEY+H6++OKL+M53voOpU6eiu7sbr732Gq5du4af/OQngmMWA5M/DaBr7cbpM/Ke0mcwWlB/rV3w8/V6s+jJnygcNTQ0+JTNt23bBrvdjh/84Ac+x61fvx4bNmwIcXQjC/VUv7a2NpSVlaGlpQUpKSkoLi7GoUOHsGjRIgAD30+9Xo9HHnkEOp0OaWlpmDNnDo4dOzbkAMFQUXnkPHeLQs5gtOCzinNwOOQ7st9ksuJKTQvcbuG/ump1DIqmTxAxKiAnJx3zvlMg6jkpMhiNRqSkpODDL48hKTmw1rO5x4TvF8+DwWDwu486EvW/p/fccw9iYoS3Y51OJz799FPFvZ9s+ZOX1erA0b9dlHXi7+21o/aqLqDEDwA2mxNmsxVJSfIcwUyRibf0FR9v7CMMkz8B6JvS97fjF2U9pc9ud6KmVgen0y3K+fTdFlGTv1I/RGgUmP1Fx+QvDBf5oW+m9HXJd0qfw+HClZqWAev1ByKYC/4QEckZW/6Ec+cbZT2lz+XqW6/fanWIel673QmT2QoNS/8UImz4i0+lUgU04E+pLX8mf4W7WteKi5fkebcuAHC7Pai9qgtad4RebxIt+SvzI4RIWiz7C8Oyv4K1thlkPaWvb73+VvT0WIN2Db3eErRzExHJFVv+CmUwWnD8xCVZ36WvobED3d3BTc4OhxMmkxUaTeCtf6W2IIikFOp5/pGCyV+BrFYH/nZM3lP6mpq60NHRE5JrdelNoiR/opF4PH1boOegb7DsLwyTv8L0T+kb7p73Umtt7YautTtk1+vuNmNC3tiAz6PUDxEiKbHlL4wyX7VCeTweVJ6qlfWUvs7OHlwP8cwDh8OFHlNvSK9JRCQltvwV5Nz5Rly/Pvob4YRKt8GMaw3C1+sPhL7LjGRNQkDnYMOfKPRY9heGyV8h6urbZD2lr6enF3V1bZL1Z+oNZuR5xij2g4BCg/P8xcfkLwzL/grQN6XvqtRhDMlisaH2amvA6/UHwulwBXVKIRGRnLDlH+GMPb04fuKSpIl1ODabAzW1Orhc4qzXH4iubhO02gBK/wptQRBJiS1/YZj8I1jfXfouyHZKn8PhxJWaFtnEZ+g2w5M3VvCHgTI/QmhUWPcXHZO/MCz7Ryi5T+lzOl24UqODzSbejXoC5XS6YTRy1D8RRT62/COQ3Kf0ud1u1F5tRW+vXepQBtB3m5GSkih1GBSh2PAXH1v+wrDlH4HOfyXfKX0ejwdX69pgMslzcF13t1nw+AilfogQSak/+QeyKRGTf4Spq2/DhYvynNLn8XhQf60dBoN8b6bjcrnR0yPf+IiIxMCyfwRpa5f3lL7rTV2y7Yq4UZfejJSUpFE/T6ENCBoFlv3Fx7K/MEz+EcJsseGrC9dlO6WvRadHW5tB6jD8YjBY4Ha7FbvmNwURs7/omPyFYfKPAL0OM2JiYnH3XdPR1mbApSvN0Om6pQ7Lq73DiOZmvdRh+M3lcsNg7EVa6uha/0r9ECGSEm/sIwyTfxhzuh3oMOtgsRsxNmk84jyxyMhIQUZGCgwGCy5dbkJDYyc8Et4DVK83oaGhQ7LrC9WtN406+RMRhQsm/zDk8XhgsHaiy9IGt6dvgZw203V0WnRIjR+LlPh0pKQk4lt35GNG0URcutKMurpWOJ2hXUXPaOxFXb00N+oJlJDSPxv+RKHHsr8wTP5hptdhRrupGXbXwKlyLrcTnRYd9L1t0ManIzVhLBIS4jCzeBKKpuWhplaHKzUtsFodQY/TbLbhal2rpFWHQLjcHhgMvUhLY+ufxMMu/+BQagIPBJN/mHC6neg069BjG7nv3O1xo7u3A929nUhWpyItYSziYuJRWJCDW/PHo6m5E+fONwZtrr3VapfNev2B6Oo2MfkTUURi8pc5j8cDo7ULnZZWb4l/FM9Gj02PHpseiXHJSEsYh4TYJOTljkVuzhjo9Wacra5HR0ePaPHa7U5cqdHB6ZTHev2BMBoscLnciI72t/TP1gdRqLHsLwyTv4xZHRa0m5phcwW+3rzF3gOLvQfxMYlITRgLjToF6ekafG9BESy9Nly4cB1X69oCukbfev0tsNvls15/INxuDwwGC9LTNX4dr9QPEfKfB0CgPWEs+/ti8heGyV+GXG4nOs2tMNq6RD+31WmBrqcBsRY1UhPGQqtORWKCGnNmT8HtxZPQ0NCBs9X1ox4c6HK5UVOrC8l4glDSd5v9Tv5EROGCyV9GPB4PjDY9Os2tcHuC23p2uGxoNzWhy9yK1IQx0MaPQUxMNG65JROTJ2ego6MHZ7+sh77bPOK53G4Prta1yvYOgoEwGEdb+ieiUGLLXxgmf5mwOnv7SvzO0K4r7/I40WlpRVdve98UwfgxiI2Ow7hxWtx7zwz09tpx6VIzrta3Drp6YN96/W0Reytcj9uDboMFY/xo/Sv0M4RIUkz+wjD5S6xvel4rjFbxS/yj4fGZIZCC1IRxUMfEIzFRjZkzJ6G4eCIaGjtw6XIzenq+SfSN1zuh149cHQhner3Jr+RPRBQumPwlZLTq0WHWBb3EPzoe9Ni60WPrRmJsMtISxyIhVoPoaBUmT8rA5EkZ6O4249LlZnxeeQXt7UapAw46Y0+vX6V/pbYgaBQ40V90bPkLw+QvAZvTinZTM6xOebeYLY4eWAw9UMckIC1hHJLitFCpVEhNTULO+HSMG6tFVFQUOjqMETfQ70Yetwf6bjPGjkmWOhQKc8z94mPyF4bJP4Rcbhe6LG0wWDsRTn/CNmdv3wyBqDikJoyFOiYBqigVJuSNRWxsDDIzUmAyWdHeYUR3t1m2dxYMhF4/cvJX6GcIkaSY/IVh8g+RHms3Osw6uDzh20J2uO1oNzcDAKZkFyFnfDqsVgeuNbTjWkM7NJp4OJ0udHaZIq4a0NPTC6fThZiYaKlDISIKGJN/kNmdVrSbm9HrkHeJX6j4+FgU3DoeBbeOh15v+vqLQIe3GtDR0QN9tynsqwEejwfd3WaMHasd8hiltiCIpMSWvzBM/kHi9rjQZWlHd28HwqnE7y8PPFDdtJxtWpoGaWkazCiaiBadHteutSM5OQF5zjHo7OpBe3t4VwP0IyR/opGwz198TP7CcOWSIDDZDLimv4Lu3nYo8U81OjoKuTljMH9eIf5uyRzMmjkZ+VOzMX1aHgpuHY8x6cmIigq/P7ieHiscjvC/ZwEp1+bNm6FSqfDEE08Me9w777yDwsJCxMfHY8aMGThw4EBoAqSQYctfRHan7esSv0nqUILO4/H4dR+boboFenvt6OzqQUdHD3p77cEPWAQejwfdBjPGsfVPQknY9K+srMSOHTtQXFw87HHHjh3DihUrsGnTJvzd3/0ddu/ejeXLl+P06dMoKioSdvEgYstfGLb8ReD2uNFp1qGh+4oiEr9QaWkazLx9Mv5uyRx8d34hZhZPCrtqgL5r6H9fpX6IkPyZTCasXLkSu3btQlpa2rDHbt26Fd///vfxzDPP4LbbbsNLL72E2bNn4/XXXw9RtKPTn/wD2ZSILf8AmWxGdJib4XSHb1+2MMKbL/3dArk5Y3xmC3R1mWRfDegx9ZX+Y2M56p+kZTT6LrClVquhVqsHPXbNmjVYunQpFi5ciJdffnnY8x4/fhxPPfWUz777778f+/fvDyhekhcmf4H6bozTAoujR+pQJCHWSIahugW6ukzo6OyBXi+/mQL6bhMyxqVIHQYpXF5ens/j9evXY8OGDQOO27NnD06fPo3Kykq/zqvT6ZCZmemzLzMzEzqdTnCswcSyvzBM/qPk9rjR3dsOvaUdHgUO5vuG+K99sNkCjdc7ZVcN0OvNgyZ/hX6G0CiI2eXf2NgIrfab8SeDtfobGxuxdu1alJeXIz4+PsAryxOTvzBM/qNgthvRbmqB0y2PJCSpIH7vGapboKm5q2/dAImrASaTFXa7E3Fx/PMh6Wi1Wp/kP5hTp06hra0Ns2fP9u5zuVw4cuQIXn/9ddhsNkRH+3ZhZWVlobW11Wdfa2srsrKyxAueJMdPLz84XHZ0mFtgtkf+TWz8Faqqx2DdArVX26Br1UtaDdB3m5GZ4dv6V2oLgkYhxKP97733XlRXV/vse/jhh1FYWIhnn312QOIHgJKSEnzyySc+0wHLy8tRUlIiNOKgYstfGCb/Ybi/vs1tX4nfLXU4ijdYt8CVWh3a243o1pvgCmE1QK83DUj+RHKTnJw8YHpeUlISxowZ491fVlaGnJwcbNq0CQCwdu1aLFiwAFu2bMHSpUuxZ88enDx5Ejt37gx5/P5g8heGyX8IFnsP2k0tcLhtUociU9KV3W/sFpgzewquNbTj6lUd6urb0d5hDEk1wGy2wW53IC4u1rtPqR8i5D85rvDX0NCAqKhvZn3PmzcPu3fvxnPPPYdf/OIXyM/Px/79+2U5xx9g8heKyf8mTpcDHeYWmOwGqUORNbkMdRysW+D8hetobtYHvRqg11uQmcnWP4WXioqKYR8DwAMPPIAHHnggNAGRJJj8v+bxeNDd24EuSxtL/P6QS/a/wc3dAjW1Onx14Tra24NTDejSm5j8iSTGlr8wTP4ALHYT2s3NcLhY4veXnKc53tgt8O078tHQ2IFzXzXgal0burvEqwZYLDbYbA6o1bEjH0xEQaPUBB4IRSd/p9uBDrMOJlu31KGEIfkm/xslJMT5dAvUXtXhzNl6NDfrRakG6LvNyMpMDTxQIqIQUmTy93g8MFg70WlphcfDEr8Q4ZH6faWlaTB3zlTMmnkLWnR6fFl9DV9daIK+q0dwNUCv/yb5s/VBI5LjiL8wx7K/MIpL/r0OM9pNzbC7rFKHEt484fsJdGO3wPcWFOFqXStOn7mKuvp2WCyj6/qxWGywWh2Ij2fpn/wTvn858sTkL4xikr/T7USnWYcem17qUEhGEhLiMH1aHqZPy4Neb8LZ6muoOluP9jaD39UAfbcJ2VlpXN6XiMJGxCf/vhJ/F7osrXB7XFKHEzHkPOBPqLQ0De6+azrunH8bGq93oPJkLS5caoLFPHw1QK83Iztr+NukElFwsOUvTEQnf6vDgnZTM2yuXqlDoTASHR2FSRMzMGliBnp77Th3vgEnT1/F9caOQasBvb129Frtiv0QoVFgn7/omPyFicjk73I70WluhdHWJXUoFOYSEuJwx9ypuGPuVLS1G/BF5RV8Wd0Ao9H3C6Veb5YoQgonzP0kFxGV/D0eD4xWPTotOpb4g8wTxgP+hMoYl4K/WzIXi++fjYuXmvBFZQ1qalvgcnmg15vY508kAbb8hYmY5G91WNBubobNyRJ/aCgv+feLjo7yDhI09lhwsrIWp8/WoafHCqfTiZiYiPmzIpK9qKgon3sTCHm+EoX9p5TL7USnpRVGK0v8FHra5ETcc88MjBnjRnn5XjQ2FKC0tFTqsIgUgy1/YcI2+Xs8HvTYutFh1sHtcUodjuJE4mj/QMTExECv16OmpkbqUIiIRhSWyd/m7EW7qRlWp0XqUJSLud/HLbfcgqioKHR0dECv1yMtjVP/iEKBLX9hwqqzw+V2od3UjMbuWiZ+iTH3+0pISEBubi4AsPVPQ/J4xNnoG/3JP5BtNLZt24bi4mJotVpotVqUlJTg4MGDwz7nnXfeQWFhIeLj4zFjxgwcOHAgkJcsirBJ/karHg36yzBYO8HUIwf8N7jZ1KlTATD5E0Wy3NxcbN68GadOncLJkydxzz33YNmyZTh//vygxx87dgwrVqzA6tWrcebMGSxfvhzLly/HuXPnQhy5L9knf5vTiuvdV9Fmug4X+/ZJxvqTf21tLdxu3jCKKBRC3fIvLS3FkiVLkJ+fj1tvvRUbN26ERqPBiRMnBj1+69at+P73v49nnnkGt912G1566SXMnj0br7/+uhgvXzDZJn+3x4UOcwsau2tgdXIBFbnhgL+BcnNzoVar0dvbi+bmZqnDIVIEsZK/0Wj02Wy2kW/y5XK5sGfPHpjNZpSUlAx6zPHjx7Fw4UKffffffz+OHz8e+IsPgCyTv83Zi2tdV9Dd2wGWl2WK/ywDREdH45ZbbgHA0j9RuMnLy0NKSop327Rp05DHVldXQ6PRQK1W49FHH8W+ffswbdq0QY/V6XTIzMz02ZeZmQmdTidq/KMly9H+sdFxfaulMcHIFlv+g8vPz8eFCxdQU1ODu+++W+pwSGa4vK/4xBrt39jYCK1W692vVquHfE5BQQGqqqpgMBiwd+9erFq1CocPHx7yC4AcyTL5R6miMTZpPHQ916QOhWhU+vv9GxoaYLPZhv0AIQVi9hedWMm/f/S+P+Li4rx/63PmzEFlZSW2bt2KHTt2DDg2KysLra2tPvtaW1uRlZUlOGYxyLLsDwAatRaJsclSh0FDYMt/cOnp6UhLS4PL5UJdXZ3U4RBFvFAP+BuM2+0ecoxASUkJPvnkE5995eXlQ44RCBXZJn8AGKcZD5W8QyTyoVKpOOWPKIKtW7cOR44cQX19Paqrq7Fu3TpUVFRg5cqVAICysjKsW7fOe/zatWvx4YcfYsuWLbh48SI2bNiAkydP4vHHH5fqJQCQefKPjY5DemKG1GHQYLjSyJCY/IlCJ9Qt/7a2NpSVlaGgoAD33nsvKisrcejQISxatAhAX5dfS0uL9/h58+Zh9+7d2LlzJ26//Xbs3bsX+/fvR1FRkajvw2jJss//RqkJY2G06eFwjTztgkKHqX9oU6ZMgUqlQnt7O7q7u5Gamip1SEQRK9TL+7755pvD/ryiomLAvgceeAAPPPDAqK4TbLJu+QN9/zDjksZLHQYNwPQ/FC71S0RyJ/vkDwCJcRokq1OlDoPIbzeu9kfUzyPSRt9QqVSIiooSvPHGPjI3JikbUapoqcOgr3nY5z+sG/v9udQvefHOPqKTw2j/cBQ2yT8mKgZjEjNHPpBIBvLy8qBWq2GxWHwG/xARyUHYJH8A0ManQx2TKHUYRCOKjo7G5MmTAbDfnyiY2PIXJqySv0qlwjjNeADK/MeSEy7yM7L8/HwATP70Dfb5i4/JX5iwSv4AEB+TgJT4dKnDIBpRf7//tWvXYLfbJY6GiOgbYZf8ASA9MRPRqlipw1A0Dvgb2ZgxY5CamsqlfukbbPqLji1/YcIy+UdHRWOsRtqbIhA/gUbCpX6Jgo/JX5iwTP4AkKxORUKsRuowFIup3z9M/kTBxeQvTNgmf6D/xj/K/Iej8NC/1G9bWxsMBoPU4RARAQjz5B8XrUZa4jipw1Aotv39kZiYiPHj+5an5mp/pFQulwtVVVXQ6/Win1upLf/u7u6Anh/WyR8AUhPGISYqTuowFIfj/fzHKX/UTynj/Z544gnvDXBcLhcWLFiA2bNnIy8vb9Ab3wRCCcn/V7/6Ff7yl794Hz/44IMYM2YMcnJycPbsWUHnDPvkH6WKQoaGN/4JvXD4CJIHLvVLUtq2bRuKi4uh1Wqh1WpRUlKCgwcPDvuc3/72tygoKEBCQgLy8vLw5JNPwmq1+n3NvXv34vbbbwcAvP/++6irq8PFixfx5JNP4pe//GVAr0eJtm/fjry8PABAeXk5ysvLcfDgQSxevBjPPPOMoHPK/pa+/kiMS4YmLgUmO/tUSX7y8vIQFxcHs9kMnU7n7QYgBRKj6T7K5+fm5mLz5s3Iz8+Hx+PB73//eyxbtgxnzpzB9OnTBxy/e/du/PznP8dbb72FefPm4fLly/jRj34ElUqFX//6135ds6OjA1lZfTOyDhw4gAceeAC33norfvzjH2Pr1q2jewEjCLT1Hg4tf51O503+H3zwAR588EHcd999mDRpEr797W8LOmfYt/z7jdVkQ6WKmJcje1zhz38xMTFc6pckU1paiiVLliA/Px+33norNm7cCI1GgxMnTgx6/LFjxzB//nw89NBDmDRpEu677z6sWLECX3zxhd/XzMzMxFdffQWXy4UPP/wQixYtAgBYLBZER4t7g7ZA7ujXv8ldWloaGhsbAQAffvghFi5cCKBvvRWXyyXonPJ/1X6KiYrljX9Cibl/VDjlj8RmNBp9NpvNNuJzXC4X9uzZA7PZjJKSkkGPmTdvHk6dOuVN9levXsWBAwewZMkSv2N7+OGH8eCDD6KoqAgqlcqbrD7//HMUFhb6fR7q84//+I946KGHsGjRInR2dmLx4sUAgDNnzng/W0YrIsr+/VLix8Bo1cPu8r9viigU+gf99S/1GxfHQapKJGbVv78M3G/9+vXYsGHDoM+prq5GSUkJrFYrNBoN9u3bh2nTpg167EMPPYSOjg5897vfhcfjgdPpxKOPPopf/OIXfse4YcMGFBUVobGxEQ888ADUajWAvhte/fznP/f7PP5QQtn/N7/5DSZNmoTGxka8+uqr0Gj61rhpaWnB//pf/0vQOSMq+atUKmRocnDdwClVwcay/+iMHTsWKSkpMBgMuHbtmvfLAJFQjY2N0Gq13sf9CXYwBQUFqKqqgsFgwN69e7Fq1SocPnx40C8AFRUVeOWVV/C73/0O3/72t1FTU4O1a9fipZdewvPPP+93fD/4wQ8AwGeg4KpVq/x+vr+UkPxjY2Px9NNPD9j/5JNPCj5nRCV/AIiPTYQ2Ph1Ga5fUoUQ4Jv/R6F/q99SpU6ipqWHyp4D1j973R1xcnLc8PGfOHFRWVmLr1q3YsWPHgGOff/55/PCHP8RPfvITAMCMGTNgNpvxr//6r/jlL3/pVx+5y+XCK6+8gu3bt6O1tRWXL1/GLbfcgueffx6TJk3C6tWrR/FKlem//uu//D727//+70d9/ohL/gAwJjETJpsRbo9T6lAiFlP/6PUn/ytXrnj77EhhJBjtPxi32z3kGAGLxTIgwfcP0vP3hl4bN27E73//e7z66qt45JFHvPuLiorw29/+VtTkH6kt/+XLl/s8VqlUPu//jXELGfQXMQP+bhQdFYOxSbzxT1BxlZ9R61/qt7W1FUajUepwSCHWrVuHI0eOoL6+HtXV1Vi3bh0qKiqwcuVKAEBZWRnWrVvnPb60tBTbtm3Dnj17UFdXh/Lycjz//PMoLS31e6T+H/7wB+zcuRMrV670ec7tt9+Oixcvivr6InWRH7fb7d0++ugjzJw5EwcPHkR3dze6u7tx4MABzJ49Gx9++KGg80dkyx8AtPFpMFr1sDrNUodCBABISkpCdnY2mpubUVtbi1mzZkkdEilAW1sbysrK0NLSgpSUFBQXF+PQoUPe6XcNDQ0+Lf3nnnsOKpUKzz33HJqamjBu3DiUlpZi48aNfl+zqalp0FHobrcbDocj8Bd1g0ht+d/oiSeewPbt2/Hd737Xu+/+++9HYmIi/vVf/xUXLlwY9TkjNvkDQIZmPBq6a8Aitfi4poIw+fn5aG5uRk1NDZM/hUT/MrtDuXm53ZiYGKxfvx7r168XfM1p06bhf/7nfzBx4kSf/Xv37uXvvQC1tbVITU0dsD8lJQX19fWCzhnRyT8uJh6pCWPR3dsudShhJUoVg9ioWMRExyIm6obthsfh8G1ZjqZOnYrDhw+jpqYGHo+H76PCyKTLP+heeOEFrFq1Ck1NTXC73Xjvvfdw6dIl/OEPf8AHH3wg+vUi/e/ojjvuwFNPPYU//vGPyMzsW8+mtbUVzzzzDL71rW8JOmdEJ38ASE/MgMnWDadb3FJTuIpSRQ+azGOiYhEbHYvoqFhEsVUfNBMmTEBsbCxMJhNaW1u9S6ASRZJly5bh/fffx4svvoikpCS88MILmD17Nt5//31vd4NYlFD2f+utt/AP//APmDBhgnd9h8bGRuTn52P//v2CzhnxyT9KFYVxSePR0nNN6lCCziexD9FyZ2KXVv9Sv5cvX8aVK1eY/Cli3XnnnSgvL5c6jIgwdepUfPnllygvL/cOmLztttuwcOFCwV9eIj75A0CSWoskmxZme/iOsFYhatBkHvv1/0dHxSI6Stw1syk4pk6disuXL6OmpgZ33nmn1OFQKCml7h9CSmj5A31x3nfffbjvvvtEOZ8ikj8AjE3KhsVuggfyu6WqCipEf112j4mKQ0xUTN9/o2O8j6OjFPNPFfH6F/ipr6+Hw+FAbGysxBFRqCgl96elpQ2aVFUqFeLj4zF16lT86Ec/wsMPPxzwtZSS/M1mMw4fPoyGhgbY7Xafn/2f//N/Rn0+xWSU2Og4pCdmoNOiC/GVVYOW4WOjYhH9dcudiV1Zxo0bB61WC6PRiGvXrgm+MQeRXL3wwgvYuHEjFi9e7B2Q9sUXX+DDDz/EmjVrUFdXh8ceewxOp9NnESAa3JkzZ7BkyRJYLBaYzWakp6ejo6MDiYmJyMjIYPIfSWrCWPTYukW88Y/q61b6zcn969Z7dCyiVTFh882SQqN/qd/Tp0+jpqaGyZ8iztGjR/Hyyy/j0Ucf9dm/Y8cOfPTRR3j33XdRXFyM//iP/wg4+Qd6W95wuKXvk08+idLSUmzfvh0pKSk4ceIEYmNj8S//8i9Yu3atoHPK/1WLSKVSYZxmvN/HR6tioY5JhCYuBSnxYzEmMQtZyROQmzIFk9IKMWXMdExKL0Ru6hRkaSdgbFI2UhPGQqPWIj42kVPiaEj9Cf/KlSsSR0Ih5RFpk7lDhw55b+N7o3vvvReHDh0CACxZsgRXr14N+FqRusLfjaqqqvDTn/4UUVFRiI6Ohs1mQ15eHl599dVR3W3xRopq+QNAQmwSktVpsNh7Bo6Iv2lAXTj8UlB4mjJlCgBAp9PBZDJ5b9FJFAnS09Px/vvvD7jr3Pvvv4/09HQAfX3YycnJUoQXdmJjY70VioyMDDQ0NOC2225DSkoKGhsbBZ1TcckfADKTc6UOgRROo9EgOzsbLS0tqKmpwcyZM6UOiUg0zz//PB577DF89tln3j7/yspKHDhwANu3bwcAlJeXY8GCBQFfSwkD/mbNmoXKykrk5+djwYIFeOGFF9DR0YE//vGPKCoqEnRORZX9ieSkf9R/TU2NxJFQqCik6o9HHnkEhw8fRlJSEt577z289957SExMxOHDh7139PvpT3+Kv/zlLwFfSwll/1deeQXZ2dkA+u6YmJaWhsceewzt7e3YuXOnoHMqsuVPJAdTp07FkSNHuNQvRaT58+dj/vz5Qb+OEgb8zZ071/v/GRkZgu/kdyMmfyKJ9C/129PTg7a2Nu+a3UThaDS3qdZqtUGMJPKsX78eP/7xjwfcKCkQ8v/KQxShYmNjMWnSJAAs/VP4S01NRVpaml+bmJRQ9v/rX/+KKVOm4N5778Xu3bths9kCPieTP5GEOOVPWTwecTY5+uyzz/Dpp5/i008/xVtvvYWMjAz87Gc/w759+7Bv3z787Gc/Q2ZmJt566y1Rr6uE5F9VVYXKykpMnz4da9euRVZWFh577DFUVlYKPifL/kQSys/Px8GDB7nUL4W9G0fuv/jii/j1r3+NFStWePf9/d//PWbMmIGdO3di1apVUoQY1mbNmoVZs2Zhy5YteP/99/Gf//mfmD9/PgoLC7F69Wr86Ec/QkpKit/nY8ufSEIZGRlITk6Gw+FAQ0OD1OEQieL48eM+g9T6zZ07F1988YWo11JCy/9GHo8HDocDdrsdHo8HaWlpeP3115GXlzeq2RNM/kQS6l/qF2C/P0WOvLw87Nq1a8D+N954w3s/erEoJfmfOnUKjz/+OLKzs/Hkk09i1qxZuHDhAg4fPowrV65g48aNo1rjn2V/IolNnToVZ86cQU1NDe6//36pwyEK2G9+8xv80z/9Ew4ePIhvf/vbAPpu7HP58mW89957EkcXfmbMmIELFy7g/vvvx5tvvonS0lJER/vewn3FihWjWuefyZ9IYv0t/+bmZpjNZiQlJUkcEVFglixZgitXrmDbtm24cOECAKC0tBSPPvqo6C1/Jczzf/DBB/HjH/8YOTk5Qx4zduxYuN3+37KeyZ9IYhqNBllZWdDpdKipqcHtt98udUgULGIs0SfT0f43q6urQ319PVpaWrB3717k5OTgj3/8IyZPnozvfve7ol0nUpf3feqpp3web9myZchjf/3rX4/6/Ez+RDKQn5/P5E8R491338UPf/hDrFy5EmfOnPHOSzcYDHjllVdw4MABiSOUvzNnzvg8Pn36NJxOJwoKCgAAly9fRnR0NObMmSPo/PKvdxApwI2D/jxynchNAVPK2v4vv/wytm/fjl27dvlMX50/fz5Onz4t+vUicbDfZ5995t1KS0uxYMECXL9+HadPn8bp06fR2NiI733ve1i6dKmg8zP5E8nAxIkTERMTA6PRiPb2dqnDIQrIpUuXcNdddw3Yn5KSgu7ublGvpYTR/lu2bMGmTZt8VkdMS0vDyy+/PGx3wHCY/IlkgEv9UiTJysoa9Pf46NGjuOWWW0S9Vv+Av0A2uRuqUdDe3o6enh5B55T/qyZSCC71S5HikUcewdq1a/H5559DpVKhubkZf/7zn/H000/jsccekzq8sPMP//APePjhh/Hee+/h+vXruH79Ot59912sXr0a//iP/yjonBzwRyQT+fn5+PDDD1FXVwen04mYGP55RhqlDPb/+c9/DrfbjXvvvRcWiwV33XUX1Go1nn76afzv//2/Rb1WpI72v9H27dvx9NNP46GHHoLD4QAAxMTEYPXq1XjttdcEnZOfLkQykZmZCY1GA5PJhIaGBtHLoyQDCsn+KpUKv/zlL/HMM8+gpqYGJpMJ06ZNg0ajCcq1Ij35JyYm4ne/+x1ee+011NbWAgCmTJkS0JogTP5EMtG/1G9VVRVqamqY/CnsxcXFYdq0aVKHETGSkpJQXFwsyrnY508kI1znn2h0lDDaPxjY8ieSkSlTpgDoW+rXYrEgMTFR4oiI5E0JZf9gYMufSEa0Wi0yMzPh8Xi8fXtERGJj8ieSGU75i2BKWeIvhJQwzz8YlPmqiWQsPz8fAJf6jUTM/eJjn78wTP5EMtO/1K/BYEBHR4fU4RBRBGLyJ5KZuLg4TJw4EQBH/RONhC1/YZj8iWSIU/6I/MPkLwyTP5EM9Sf/+vp6uFwuiaMhsbDPX3wc8CcM5/kTyVBWVhYeeughaDPGIjo6WupwiCjCKPMrD5HMRUVFofC223CluxMWu03qcEhMIW72b9u2DcXFxdBqtdBqtSgpKcHBgweHfU53dzfWrFmD7OxsqNVq3HrrrThw4MDoLx4CoS77b9q0CXfccQeSk5ORkZGB5cuX49KlS8M+5+233x5wzfj4+EBedsDY8ieSKbvLCafbhbPNjfjWhFsQrdDyZGQJ/Z19cnNzsXnzZuTn58Pj8eD3v/89li1bhjNnzmD69OkDjrfb7Vi0aBEyMjKwd+9e5OTk4Nq1a0hNTQ0w7uAI9Qp/hw8fxpo1a3DHHXfA6XTiF7/4Be677z589dVXw95oR6vV+nxJkHqsAZM/kUw5vu7r77H14nK7Drdljpc4IgpHpaWlPo83btyIbdu24cSJE4Mm/7feegtdXV04duwYYmNjAQCTJk0KRahh4cMPP/R5/PbbbyMjIwOnTp3CXXfdNeTzVCoVsrKygh2e39iUIJIpu8vp/f/G7k7oegwSRkNyYzQafTabbeTuIZfLhT179sBsNqOkpGTQY/7rv/4LJSUlWLNmDTIzM1FUVIRXXnlFtgNPxSr7C3k/AcBg6Pu7TE9PH/Y4k8mEiRMnIi8vD8uWLcP58+cDe+EBYvInkim70+nz+LzuOvv/w52Iw/3z8vKQkpLi3TZt2jTkZaurq6HRaKBWq/Hoo49i3759Q95q9+rVq9i7dy9cLhcOHDiA559/Hlu2bMHLL78swhsgPrGS/2jez35utxtPPPEE5s+fj6KioiGPKygowFtvvYW//vWv+NOf/gS324158+bh+vXror0Po8WyP5FMOW5qabncbpxtbsC3Jkxh/z+hsbERWq3W+1itVg95bEFBAaqqqmAwGLB3716sWrUKhw8fHvQLgNvtRkZGBnbu3Ino6GjMmTMHTU1NeO2117B+/fqgvBY5GM372W/NmjU4d+4cjh49OuxxJSUlPpWWefPm4bbbbsOOHTvw0ksvCQ86AEz+RDJ1Y9m/X4/NikvtLZiWmSNBRCQn/aP3/REXF+ddO2LOnDmorKzE1q1bsWPHjgHHZmdnIzY21meK6W233QadTge73Y64uDhxXoBIVCpVQHP1+1v+o3k/AeDxxx/HBx98gCNHjiA3N3dU14yNjcWsWbMkXcSLzQcimbIP0cd6vbsLLcbu0AZDopDLIj9ut3vIPu358+ejpqYGbrfbu+/y5cvIzs6WXeIHQj/Vz+Px4PHHH8e+ffvw6aefYvLkyaOO2eVyobq6GtnZ2aN+rliY/IlkyjFIy7/fV61NMLP/n/ywbt06HDlyBPX19aiursa6detQUVGBlStXAgDKysqwbt067/GPPfYYurq6sHbtWly+fBn//d//jVdeeQVr1qyR6iXIypo1a/CnP/0Ju3fvRnJyMnQ6HXQ6HXp7e73H3Pyevvjii/joo49w9epVnD59Gv/yL/+Ca9eu4Sc/+YkULwEAy/5EsjVUyx/4pv//2+z/pxG0tbWhrKwMLS0tSElJQXFxMQ4dOoRFixYBABoaGnzK5nl5eTh06BCefPJJFBcXIycnB2vXrsWzzz4r1UsYVqjn+W/btg0AcPfdd/vs/8///E/86Ec/AjDwPdXr9XjkkUeg0+mQlpaGOXPm4NixY0MOugwFlYc3DCeSpb/VXR6xdZ+Tko7pWez/lzuj0YiUlBS88fFRJCZpAjqXxWzCTxZ+FwaDYVR91JGm/z3dv3//sIvrjMRsNmP58uWKez/Z8ieSqeFa/v2aDF1IT0xCtjY1+AFR4EK/wF/EC/TmPEq9sY8yXzWRzHk8nmH7/G90XtcEs58LkhARAUz+RLJ08xz/4bg9bpxtaYDrhtHZJE9yGe0fSUI92j9SMPkTydBgc/yHY7JZcbGtJUjREFGkYfInkiF/+vtv1mToQrNBH4RoiCjScMAfkQz5299/s69am6GNT4BGLe29wolCJdRT/SIFW/5EMjTasn8/t8eNs82N7P+XK3b6i459/sIw+RPJkN0p/PapZrsVF1qbRYyGiCINy/5EMiS07N+v2ahHWmISclLSRIqISJ5Y9heGyZ9IhoQM+LvZhdZmpLD/nyIck78wLPsTyVCgLX+gv/+/AU534F8kiCiyMPkTyZDQAX83M9tt7P+niMYBf8Kw7E8kQ2KU/fu1GLuRlpCE3NR00c5JAnFtf9Gx7C8Mkz+RDIlR9r/RxbZmpCQkIpn9/xRhmPyFYdmfSGacbhfcIt9p2+3x4Ev2/xPR15j8iWTG7hS31d/PbLfhKx37/6XENX5ILpj8iWRGzP7+m+l6unG9uyto5ycKNQ74E4bJn0hmxO7vv9nFtmYYrb1BvQYRyRuTP5HMBLPlD/T3/zfCEeTr0CBY9xcdW/7CMPkTyUywW/4AYHHYcKG1KejXIQo2Jn9hmPyJZCbYLf9+uh4DGrs7Q3ItIpIXzvMnkhmxVvfzx6W2FqTEJ0IbnxCyaxKJTamt90Cw5U8kM6Hsi3d7PDjb3MD+/5Bhp7/YWPYXhsmfSGaCNc9/KL0OO75i/z+RojD5E8lMKMv+/Vp7DGjQs/8/6NjwFx1b/sKwz59IZqQqwV9qb0FqAvv/KbxwbX9h2PInkhG3xyPZ+vse9v8TKQaTP5GMhGKO/3B6HXac112XNAYiCj4mfyIZCdUc/+G0mYy4pu+QOozIxD5/0bHPXxj2+RPJiNQt/36X23VITUhESnyi1KEQDYt9/sKw5U8kI7YQT/Mbise7/r884iEicTH5E8mInAbb9fX/c/4/yRvL/sIw+RPJiNxa2m0mI651sf+f5IvJXxgmfyIZscks+QPA5Q4dunstUodBRCJi8ieSETmV/fv19f83yK4qQQSw5S8Ukz+RjEixtK8/rE4HzrH/P3Cc6ic6Jn9hmPyJZESOLf9+7SYj6rvapQ6DiETAef5EMiKHRX6Gc6WjFakJiUhNSJI6FCIAnOcvFFv+RDIi9371/vn/ob7tMAm3bds2FBcXQ6vVQqvVoqSkBAcPHvTruXv27IFKpcLy5cuDG2QAWPYXhsmfSCYcLic8Hvl36Pb1/18Pi1hlR4I+/9zcXGzevBmnTp3CyZMncc8992DZsmU4f/78sM+rr6/H008/jTvvvHN0F6SwwORPJBNyL/nfqMPcg3qu/x8WSktLsWTJEuTn5+PWW2/Fxo0bodFocOLEiSGf43K5sHLlSvzbv/0bbrnllhBGS6HC5E8kE3Iv+d/sSnsr9Baz1GEoltFo9NlsNtuIz3G5XNizZw/MZjNKSkqGPO7FF19ERkYGVq9eLWbIQcGyvzBM/kQyYXeGT8u/jwdftrD/Xyp5eXlISUnxbps2bRry2Orqamg0GqjVajz66KPYt28fpk2bNuixR48exZtvvoldu3YFK3RRMfkLw9H+RDIh1zn+w7E5HajWXcfsnImK/RCVSmNjI7RarfexWq0e8tiCggJUVVXBYDBg7969WLVqFQ4fPjzgC0BPTw9++MMfYteuXRg7dmzQYifpMfkTyYSc5/gPp9Pcg/quDkweM07qUBSlf/S+P+Li4jB16lQAwJw5c1BZWYmtW7dix44dPsfV1taivr4epaWl3n1utxsAEBMTg0uXLmHKlCkivQJxcKqfMEz+RDIRji3/fv3z/9MSOf8/HLjd7kHHCBQWFqK6utpn33PPPYeenh5s3boVeXl5oQrRb0z+wjD5E8lEuLb8+3hwtqURJROnQh3DjxU5WbduHRYvXowJEyagp6cHu3fvRkVFBQ4dOgQAKCsrQ05ODjZt2oT4+HgUFRX5PD81NRUABuyn8Ma/UiKZkOMd/UbD7nTgXEsjZudOUmxraiQqT98W6DlGo62tDWVlZWhpaUFKSgqKi4tx6NAhLFq0CADQ0NCAqKjwHfvNlr8wTP5EMhFuU/0G02kxoa6rHbeMyZA6FJkS4848o3v+m2++OezPKyoqhv3522+/ParrhRqTvzDh+3WPKMKEd9n/GzUdbeiymKQOg4iGweRPJBO2iJkv78GXLdcj6PUQRR4mfyIZcLndcHvcUochGrvTgeqWRq7/fzMJ1vZXAi7wM3pM/kQyEM7T/IbSZTHhame71GFQhOMKf8Iw+RPJQKT099+strOV/f9EMsTkTyQDkdjy7/dlcyNsTofUYRDRDZj8iWQgUlv+QN8Xmy/Z/09BwrK/MEz+RDIQyS1/ANBbzKjtbJM6DCL6Ghf5IZIBJdwW92pnG9ISkjAmSSN1KNIJ/Ro/EY+L/AjDlj+RDERy2f9G1S3s/ydxsewvDJM/kQxEetm/n93lxJfNjXCz/59IUkz+RDJgV0jLHwD0vWZcZf8/kaTY508kA5FwU5/RuNrZhtSERIxNSpY6lNDyePq2QM9BXuzzF4YtfyIZUFLLv191y3VYHez/J5ICkz+RxDwej+Ja/kBftePLFvb/U2BCPeBv06ZNuOOOO5CcnIyMjAwsX74cly5dGvF577zzDgoLCxEfH48ZM2bgwIEDQl+yKJj8iSSmlJH+g+nuNaOmo1XqMIj8dvjwYaxZswYnTpxAeXk5HA4H7rvvPpjN5iGfc+zYMaxYsQKrV6/GmTNnsHz5cixfvhznzp0LYeS+VB4uu0UkKbPNhr/VX5Y6DEnNzpmEsZrI7f83Go1ISUnBG/sPIzHAdQ4sZhN+snwBDAYDtFqtSBGGn/739Pz580hOFv6709PTg+nTpwt+P9vb25GRkYHDhw/jrrvuGvSYf/7nf4bZbMYHH3zg3fed73wHM2fOxPbt2wXHHgi2/IkkZlNgyf9m1brr6HXYpQ6DFMxoNPpsNpvNr+cZDAYAQHp6+pDHHD9+HAsXLvTZd//99+P48ePCAw4Qkz+RxJTY338zB+f/k0Bi9fnn5eUhJSXFu23atGnEa7vdbjzxxBOYP38+ioqKhjxOp9MhMzPTZ19mZiZ0Ol1gLz4AnOpHJDEljvQfjMFqQU1HK24dlyV1KMHD5X1FJ9ZUv8bGRp+yv1qtHvG5a9aswblz53D06FHB15cKkz+RxJSwrr+/6rvakZaQiHEa5fZlkzS0Wu2o+vwff/xxfPDBBzhy5Ahyc3OHPTYrKwutrb4DW1tbW5GVJd0XXZb9iSTGsr+v6hb2/5N8eTwePP7449i3bx8+/fRTTJ48ecTnlJSU4JNPPvHZV15ejpKSkmCFOSImfyKJsezvy+l2RW7/v0ekjbxCPc9/zZo1+NOf/oTdu3cjOTkZOp0OOp0Ovb293mPKysqwbt067+O1a9fiww8/xJYtW3Dx4kVs2LABJ0+exOOPPy7a+zBaTP5EEmPLfyCD1YIr7dINhiIayrZt22AwGHD33XcjOzvbu/3lL3/xHtPQ0ICWlhbv43nz5mH37t3YuXMnbr/9duzduxf79+8fdpBgsLHPn0hibPkP7pq+A2mJSchg/z8NI9Rr+/uzNE5FRcWAfQ888AAeeOCBUV0rmNjyJ5KYUm7nK8Q59v/TCEJd9o8UTP5EEmPZf2gR3f9PJCEmfyIJOd0uJrYRGKwWXI6Q/n+VSBtRoNjnTyQhJd/UZzQa9B1IT0hCRnK49/9zlR+xhbrPP1Iw+RNJiP39/uuw9IR/8mfuFx2TvzBM/kQS4up+/pmQOgYFGdlSh0EUMZj8iSTEaX4jmzImE1PGZkgdBlFEYfInkhBH+g+vMGM8JqSNkToMkjGW/YVh8ieSEFv+g1OpVCjKykW2NlXqUIgiEpM/kYQ44G+gKFUUbh+fF5l39uOAP9Gx5S8Mkz+RhDjVz1dMVDRm5UxEWmKS1KFQmGDyF4bJn0hCHO3/jbjoGMzJm4xkdbzUoRBFPCZ/Igmx5d8nITYOc3InITFOLXUoQca6P8kDl/clkhD7/AGNOh7fmnCLAhK/NLZt24bi4mJotVpotVqUlJTg4MGDQx6/a9cu3HnnnUhLS0NaWhoWLlyIL774IoQRjx5v6jN6TP5EEnF7PHC6ld3yT4lPxB15k6GOiZU6lIiVm5uLzZs349SpUzh58iTuueceLFu2DOfPnx/0+IqKCqxYsQKfffYZjh8/jry8PNx3331oamoKceQUTCz7E0lE6XP8xyRqMDNnIqKjFNYGCXHVvrS01Ofxxo0bsW3bNpw4cQLTp08fcPyf//xnn8dvvPEG3n33XXzyyScoKysLaqxCcMCfMEz+RBJR8hz/rOQUFGXnIUphH7xi3JWv//lGo9Fnv1qthlo9fNeJy+XCO++8A7PZjJKSEr+uZ7FY4HA4kJ6eLiRckimFfeUmkg+ltvxzU9IxQ4GJX2x5eXlISUnxbps2bRry2Orqamg0GqjVajz66KPYt28fpk2b5td1nn32WYwfPx4LFy4UK3RRBdLfr+R+f7b8iSSixJb/5PRxyB+XJXUYEaGxsRFa7TcLIQ3X6i8oKEBVVRUMBgP27t2LVatW4fDhwyN+Adi8eTP27NmDiooKxMdzCmYkYfInkojS5vgXjMvGxPSxUochLRFn+vWP3vdHXFwcpk6dCgCYM2cOKisrsXXrVuzYsWPI5/z7v/87Nm/ejI8//hjFxcUBBh087PMXhsmfSCLKKfurMD0rBzkpaVIHQl9zu92w2WxD/vzVV1/Fxo0bcejQIcydOzeEkVGoMPkTSUQJZf8olQrF2ROQkRyB6/SHiXXr1mHx4sWYMGECenp6sHv3blRUVODQoUMAgLKyMuTk5HjHDPzqV7/CCy+8gN27d2PSpEnQ6XQAAI1GA41GI9nrIHEx+RNJJNIX+ImOisKsnIlIT2TCkFJbWxvKysrQ0tKClJQUFBcX49ChQ1i0aBEAoKGhAVE3TLfctm0b7HY7fvCDH/icZ/369diwYUMoQ/cLy/7CMPkTSSSSk39sdAzm5E6CNj5B6lBkJvTL+7755pvD/ryiosLncX19/SjjoXDE5E8kkUhd1z8+JhZzcicjaYQ550QkHSZ/IolEYp9/Upwas3MnISE2TupQ5In39REdy/7CMPkTSSTSRvtr4xMwO2cS4mL4sTIUMVf4IwoE/0qJJOBwueDxRE4TLi0xCbNyJiImKlrqUIjID0z+RBKIUqlQlJWLXocdFocdFnvff8OxGpCh0WJGdp7ybtBDssCyvzBM/kQSiI6KwvhBFr1xuFzeLwS9X38hsDhs6LXbYXU6JIh0eONT0jAtM4fr9PuLff4kE0z+RDISGx2N2OiEQafIudxuWB0OWBw2b6Wg/0tCr9Me8m6EiWljUZCRHdJrhj9mf7Gx5S8Mkz9RmIiOikKSWj3oFDq3xwOb0/H1l4K+Lwc3dim4PW5RY8kfm4XJY8aJek4iCh0mf6IIEKVSISE2DgmxcRiDgSvqffPF4OsvBXab94uB0z26KYe3ZeYgL5X3dicKZ0z+RAqgjomFOiYWaUga8DOHy/nNoMMbKwYOO+w3jDNQqVSYkZ2HrOSUUIZONCyW/YVh8idSuNjoGKRExyAlPnHAz1xut3dcQVxMNFITBn55IKLww+RPREOKjopCsjoeyep4qUOJDBzvRzLB5E9ERGGLZX9huCoHERGRwjD5ExERKQzL/kREocI+f9Gx7C8MW/5EREQKw+RPRESkMCz7ExGFFOv2JD0mfyIiClvs8xeGZX8iIiKFYcufiChUONqfZILJn4goRFRfb4Geg77Bsr8wLPsTEREpDJM/ERGRwrDsT0QUKh5P3xboOciLZX9h2PInIiJSGCZ/IiIihWHZn4iIwhbL/sKw5U9ERKQwTP5EREQKw7I/EVGocIU/0bHsLwxb/kRERArD5E9ERKQwLPsTEVHYYtlfGCZ/IqJQYZ8/yQTL/kRERArDlj8REYUtlv2FYfInIgoZ1v1JHlj2JyKKYNu2bUNxcTG0Wi20Wi1KSkpw8ODBYZ/zzjvvoLCwEPHx8ZgxYwYOHDgQomjl78iRIygtLcX48eOhUqmwf//+YY+vqKjwVidu3HQ6XWgCHgKTPxFRqHhE2kYhNzcXmzdvxqlTp3Dy5Encc889WLZsGc6fPz/o8ceOHcOKFSuwevVqnDlzBsuXL8fy5ctx7ty50b/eEBgssY52Gw2z2Yzbb78d/+///b9RPe/SpUtoaWnxbhkZGaN6vthY9iciCpHeXrNo5zAajT771Wo11Gr1gONLS0t9Hm/cuBHbtm3DiRMnMH369AHHb926Fd///vfxzDPPAABeeukllJeX4/XXX8f27dsDjl9sN78PwX7+4sWLsXjx4lFfJyMjA6mpqaN+XrAw+RMRBVlcXByysrLw2P+3XJTzaTQa5OXl+exbv349NmzYMOzzXC4X3nnnHZjNZpSUlAx6zPHjx/HUU0/57Lv//vtHLG+HWv97evP7IERWVhasVqvPvqG+TAk1c+ZM2Gw2FBUVYcOGDZg/f75o5xaCyZ+IKMji4+NRV1cHu90uyvk8Hs+AcvVwiaq6uholJSWwWq3QaDTYt28fpk2bNuixOp0OmZmZPvsyMzMl76O+mZjv6auvvjrgNfvzZcof2dnZ2L59O+bOnQubzYY33ngDd999Nz7//HPMnj074PMLxeRPRBQC8fHxiI+Pl+TaBQUFqKqqgsFgwN69e7Fq1SocPnx4yC8A4UKs9/T555/Hz372M599YrX6CwoKUFBQ4H08b9481NbW4je/+Q3++Mc/inINIZj8iYgiXFxcHKZOnQoAmDNnDiorK7F161bs2LFjwLFZWVlobW312dfa2oqsrKyQxCoFsUv8I/nWt76Fo0ePhux6g+FofyIihXG73bDZbIP+rKSkBJ988onPvvLy8iHHCNDoVVVVITs7W9IY2PInIopg69atw+LFizFhwgT09PRg9+7dqKiowKFDhwAAZWVlyMnJwaZNmwAAa9euxYIFC7BlyxYsXboUe/bswcmTJ7Fz504pX4ZsmEwm1NTUeB/X1dWhqqoK6enpmDBhAtatW4empib84Q9/AAD89re/xeTJkzF9+nRYrVa88cYb+PTTT/HRRx9J9RIAMPkTEUW0trY2lJWVoaWlBSkpKSguLsahQ4ewaNEiAEBDQwOior4pAs+bNw+7d+/Gc889h1/84hfIz8/H/v37UVRUJNVLkJWTJ0/ie9/7nvdx/8yIVatW4e2330ZLSwsaGhq8P7fb7fjpT3+KpqYmJCYmori4GB9//LHPOaSg8ng8XCuSiIhIQdjnT0REpDBM/kRERArD5E9ERKQwTP5EREQKw+RPRESkMEz+RERECsPkT0REpDBM/kRERArD5E9ERKQwTP5EREQKw+RPRESkMP8/4LjL5YRYO84AAAAASUVORK5CYII=\n", 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", 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" ] @@ -387,11 +377,12 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "id": "c2b1f9ec", "metadata": {}, "source": [ - "This can be either via `xgi.draw()`:" + "This can be done either via `xgi.draw()`:" ] }, { @@ -402,7 +393,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -429,27 +420,55 @@ ] }, { - "cell_type": "code", - "execution_count": null, - "id": "f3ad618c", + "attachments": {}, + "cell_type": "markdown", + "id": "26eccc55", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "or plotting the nodes and the edges separately:" + ] }, { "cell_type": "code", - "execution_count": null, - "id": "0b1dd42f", + "execution_count": 11, + "id": "a63ea44a", "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax, (dyad_collection, edge_collection) = xgi.draw_hyperedges(\n", + " H,\n", + " pos=pos,\n", + " dyad_color=[3, 1, 4],\n", + " edge_fc=H.edges.size)\n", + "\n", + "ax, node_collection = xgi.draw_nodes(H, pos=pos, node_fc=H.nodes.degree, zorder=3)\n", + "\n", + "plt.colorbar(node_collection, label=\"nodes\")\n", + "plt.colorbar(dyad_collection, label=\"dyads\")\n", + "plt.colorbar(edge_collection, label=\"edges\")\n", + "\n", + "plt.tight_layout()\n", + "\n", + " " + ] } ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "base", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/docs/source/api/tutorials/XGI in 1 minute.ipynb b/docs/source/api/tutorials/XGI in 1 minute.ipynb index 21a9eeaf5..f03c6d3d3 100644 --- a/docs/source/api/tutorials/XGI in 1 minute.ipynb +++ b/docs/source/api/tutorials/XGI in 1 minute.ipynb @@ -93,20 +93,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -116,7 +103,7 @@ } ], "source": [ - "xgi.draw(H)" + "xgi.draw(H);" ] }, { @@ -206,20 +193,21 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Wrapping Up\n", "\n", - "Time flies! Don't forget to check out tutorials [here](https://xgi.readthedocs.io/en/stable/api/tutorials.html#)!. And guess what? XGI doesn't stop at hypergraphs — it can handle [simplicial complexes](https://xgi.readthedocs.io/en/stable/api/core/xgi.core.simplicialcomplex.SimplicialComplex.html) and [directed hypergraphs](https://xgi.readthedocs.io/en/stable/api/core/xgi.core.dihypergraph.DiHypergraph.html) too!" + "Time flies! Don't forget to check out tutorials [here](https://xgi.readthedocs.io/en/stable/api/tutorials.html#)! And guess what? XGI doesn't stop at hypergraphs — it can handle [simplicial complexes](https://xgi.readthedocs.io/en/stable/api/core/xgi.core.simplicialcomplex.SimplicialComplex.html) and [directed hypergraphs](https://xgi.readthedocs.io/en/stable/api/core/xgi.core.dihypergraph.DiHypergraph.html) too!" ] } ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "base", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/docs/source/api/tutorials/XGI in 15 minutes.ipynb b/docs/source/api/tutorials/XGI in 15 minutes.ipynb index ba2b546e3..41b7d2f25 100644 --- a/docs/source/api/tutorials/XGI in 15 minutes.ipynb +++ b/docs/source/api/tutorials/XGI in 15 minutes.ipynb @@ -142,7 +142,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[('0', {'4', '1'}), ('1', {'117', '129', '1'}), ('2', {'51', '1'}), ('3', {'51', '1'}), ('4', {'41', '1'})]\n" + "[('0', {'4', '1'}), ('1', {'129', '1', '117'}), ('2', {'1', '51'}), ('3', {'1', '51'}), ('4', {'1', '41'})]\n" ] } ], @@ -331,20 +331,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", 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" ] @@ -354,7 +341,7 @@ } ], "source": [ - "xgi.draw(H_enron_cleaned)" + "xgi.draw(H_enron_cleaned);" ] }, { @@ -371,20 +358,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -401,7 +375,7 @@ " node_lw=H_enron_cleaned.nodes.average_neighbor_degree,\n", " node_fc=H_enron_cleaned.nodes.degree,\n", " ax=ax,\n", - ")" + ");" ] }, { @@ -427,17 +401,7 @@ "outputs": [ { "data": { - "text/plain": [ - "Text(0, 0.5, 'Frequency')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -454,7 +418,7 @@ " bins=range(min(list_of_edges_sizes), max(list_of_edges_sizes) + 1, 1),\n", ")\n", "ax.set_xlabel(\"Edge size\")\n", - "ax.set_ylabel(\"Frequency\")" + "ax.set_ylabel(\"Frequency\");" ] }, { @@ -471,17 +435,7 @@ "outputs": [ { "data": { - "text/plain": [ - "Text(0, 0.5, 'Frequency')" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", 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" ] @@ -498,7 +452,7 @@ " bins=range(min(list_of_nodes_degrees), max(list_of_nodes_degrees) + 1, 1),\n", ")\n", "ax.set_xlabel(\"Degree\")\n", - "ax.set_ylabel(\"Frequency\")" + "ax.set_ylabel(\"Frequency\");" ] }, { @@ -533,7 +487,7 @@ "outputs": [ { "data": { - "image/png": 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nLNmuEjz18O1g5v//dhNJmcOdN9rtZvSj2GYyeriBYB3l7bwvGs3KmMS6bjtsT9nO13ZkRQyZ7BAREZHSmOwQERGR0pjsRCFYU2u0TXMyNN16blMFuj0Q7P9lE6icso31AMQWTxmb0EOVyYjYy7Y9ZWP0OGG+5wr/T6zrlXH/JjUw2SEiIiKlMdkhIiIipSkxqKBeYn3VfLRkaLr1f0FhsNdVyPyyz0DD8YdT3kDfB3uJpR7jQ6j22oBgjBqPJJbbxSrH25eRLx1t77alijEOVi+zXmFDsWPLDhERESmNLTtRUD17D9aCE+3LQa3WXnkjab2xS91luMI2qmUh0Dr0ntfujGw9lGHfMpvdzwfElh0iIiJSHJMdIiIiUhqTHdKIl86zgdhlPKFwyLTtZCoLxS7U9oznbW33c4bqmOwQERGR0pjs+PB/EWikVM/s4+nli/F8hSo7u7+U1myMkTl4zpAbkx0iIiJSGpMdIiIiUhqTHR+xjqCsWjOmKuPshEvVelnF/wWRehFCcFtFwIhY8dYYGU3vfYzJDhERESmNyQ6FzahOoXotL9hywmlhMKIFwkqy1MW3FUaWMlHsgr1zTtVtrGq94gmTHSIiIlIakx0iIiJSGpMdaiNYR2SjOijrtbxQL+sLt1OrVc3VRnTitbocwfafaAUqGzsqWydQ7FXdHqHqZeUtLtlvr8VSPt/b33rUk8kOERERKY3JDhERESmNyY6PSF8X4d+0JnuTYjiCPXFl9yH62yuz/wtQza5juM3/RpdL5tsQgcpmx31RZfG4Paw8ZqJZt5nbSI/Y6DWuFpMdIiIiUhqTHR++IyiH04oRzfghwcam8J3e3ngxRvLvhOxZnye7djgcmixbz9aeaJcRqoXNt/yef/t/PHyvIGQddTbScql2pR1sVO9YlxdonzEydsGO5VjGrrFiW+u9PYIt12zB9odg5w491mMWs1uirN6WHkx2iIiISGlMdoiIiEhpiVYXQFaR3M6IZt5Q00KNF2O2QGXzvZWl522faJcRKn56j/USCxm2n90ZNcZToH3GyNhFcoyHWw4Z9i//29x6LddsZu0PVtfTDL5dCKysL1t2iIiISGlMdihiql2NyNKBjkhvsg6hoAqeO8Jn9b7BZIeIiIiUxmSHiIiIlMZkx0ekIyiTGsxoXg1nHCUyXrzF3upbB6oz4uW2RvyGmOwQERGR4pjsEBERkdI4zo4P39dFRCKS8QMCzev/yoJIXlopC6vHUPAVqiye7/z/a7RQY//oJdi+Jct2kYEssfB9jUk4tyVkKTfpK5rtard9QZZzEFt2iIiISGlSJzslJSW45JJL0K1bN6Snp2P8+PGorKzUzHPixAnMnDkTPXr0QNeuXTFhwgTU1tbqXha9XggabIRU/5dQhvrISKZyhdoeeo/8bMZLI8MVy+i7kTCjrpGuI9TLc2UUyfEu07Elu1AvBY52eXbbt/yZXU6jXg4bbPnhkjrZ2bJlC2bOnIkPPvgAGzduREtLC66++mocP37cO8/s2bPx+uuv45VXXsGWLVtw5MgR3HDDDRaWmoiIiGTiEDa6bPjPf/6D9PR0bNmyBZdffjncbjfOPvtsvPDCC7jxxhsBAJ9++ikGDhyIsrIyXHrppWEtt7GxEU6nE263GykpKQHnCee+oyz3JukMM7aH2X1/ZGBmXGOdP562C7Xd3rFuf9++Ve2tS1Zml9Po9fkvP5y/34DkLTv+PB2I09LSAAAVFRVoaWlBQUGBd54BAwYgOzsbZWVlQZfT3NyMxsZGzac90b7k05enSTTUx+7MrIMMHbnNeGmkXkLFK5LtZnaH7ljmj+QWc6zCOb5VPe5lofeLf0PdRrTDMQ+YX06j1xft8m2T7LS2tmLWrFm47LLLMGjQIABATU0NOnXqhNTUVM28LpcLNTU1QZdVUlICp9Pp/WRlZRlZdCIiIrKQbZKdmTNnYu/evVizZk3MyyouLobb7fZ+qquro15WpFfEwTofBrqCkP2KL9CowGaNRuzbMTjSq2PZ4xqN9uoUSyuYCqM/WzG8gBEPHdg1/rKVm61r8ccW4+wUFRVh/fr12Lp1K3r37u2dnpGRgZMnT6KhoUHTulNbW4uMjIygy0tKSkJSUpKRRSYiIiJJSN2yI4RAUVER1q5di02bNiEnJ0fz/bBhw9CxY0eUlpZ6p1VWVuLw4cPIz883u7hEREQkIalbdmbOnIkXXngBr732Grp16+bth+N0OpGcnAyn04lp06Zhzpw5SEtLQ0pKCu6++27k5+eH/SRWrCJtHo/mdo+svf4DjQrsW1Yjb235jjyrV2dWOzOyTmaM/qwC/9t9/qMj+4+a3N4o3/7/7/mtHQWrj1Xi7QnK9sRDLKROdpYvXw4AuPLKKzXTV65cidtuuw0A8PTTTyMhIQETJkxAc3MzRo8ejd///vcml5SIiIhkZatxdowS7nP6egjUGtHeGCF2yrrNaNnxv2q2S2ysxFgZL9DIsYHegRVLy47dyVQfmcpiNTvHQslxduyuvXFO7PxEgKf8gZ5I0Zuezfp2jrmHUS+SVCE2Zgr2ug7/21kewV41osJtq2CsqE+w2KsW21gYPQigDJjsEBERkdKk7rOjmlDZc7CrwvZ+ZyXfqyPP1Wu4TfV60GPZssY2EsFiHesVVbSxieerZv/b055poUb2DSdWdr4NGevt+Fj3p1DnVr3WYWeBXrEB6LevyRJXtuwQERGR0pjsEBERkdJ4G8tEwd7IK0szX6TCecWAEc3Dvrdn7Bo7vYXTVG+WeN4m/rds9DoO7BxT/1vdvtMi+b2R7BzfWIW6xaoStuwQERGR0tiy48fIjmqqZ9Bm1ccOcbNzh9JA4rkDZyT8Hyow8yEDO2wj2ctnNdXOGzJhyw4REREpjckOERERKY23sfxEMh5EsHFM2AQpj/a2pZ5N//7jDkXzO1nJXr5oqXQM263MdtjvAXPLaYd4REqW7cyWHSIiIlIaW3YCCDcLjWWE2ViXYcayZcnIY9HeCxX1rF+0y7IyxoFaNuy+zSMRT3WVrfOrLOVoT7it/Hapj0ckZY7lPCFLXNiyQ0REREpjskNERERK420sC8j2ckwzbvFYTaW66IlxiR9GbWs73sLRm9X1990G4W4Pq0axjvT2WaB5o9nn2LJDRERESmOyQ0REREpjsmMx317ugXq8BxsHRE/tNQeaUQa91+H7AkbSVzQxdTgchm1juwmn3Haqm//LjY1gp3hYRban7YKJtHx6PTHKZIeIiIiUxmTHYr4ZqqydhM0og2fkat8WgFiu5sx8AWN7VLsqDacl0L/OQgjdt4UM2zYaencelUl7o5XHulz/ZfieK/Q4b9j1WI32+JKlvr7nft9tqed5g8kOERERKY3JDhERESmNyU4ckKWp0iPUyxd9my3NaMqXoQO4aiJpepZt3wyHHcvsz4o6hNuROVRndv/9yvdcocd5Ix6PVaOFs6/5nvuNuOUNMNkhIiIixXEE5SCiedxN1pFErRr9MphIXqwX7fqMGEU0VrHWSUV6xCHcK0e9qLDtrK5DqPVbXTYZ2Okc0V5ZZakHW3aIiIhIaUx2iIiISGm8jRWEf9ObCp0S9WBWk2SsnQ3NKmckzc0yjf2jmmAxtdPtADtgPMmfXfYHtuwQERGR0pjsEBERkdKY7AQRaLh7oljY6VaoncrKY9M8jDXZFZMdIiIiUhqTHR34vrQsHkXaChDO/MHmka3FIdxRYf3nlV2gF7PaUThjY8nC7rG2g2AvEg30nZXsdK7wJ+t+zGSHiIiIlMZkh4iIiJTGZCeISMbZ8cwrY9Nde/QocyRNrrG+xkHm5l2zXz1h9LKMfCmfWex0a9HusbaDYC8SDfSdlfT+W2Lm3yZZ92MmO0RERKQ0jqAcJiNfKmnlqKRmrzfal3rGugwzmLkd+WLLtgLFX5W6UfSieamz1fQun+z1NQNbdoiIiEhpTHaIiIhIabZKdhYvXgyHw4FZs2Z5p504cQIzZ85Ejx490LVrV0yYMAG1tbW6rTOWMWHCFWkTo4wdoY0sk29H2VAvfIxmup7ltrKpOFA9jNgmRm1nPcbmiOU2stkiWaeMx7uR9K5ve+ePcNdn5HZQbRsbOX5RtMuzTbKzY8cO/OEPf8APf/hDzfTZs2fj9ddfxyuvvIItW7bgyJEjuOGGGywqJREREcnGFslOU1MTCgsL8cc//hHdu3f3Tne73fjzn/+Mp556Cj/+8Y8xbNgwrFy5Eu+//z4++OAD08oX66PnkVzVmt2Z2eorjnDX7z+ScXsxVa3DXqD66FFHs7Z/oKtuM9dtxXqj2bftJppYhlNfPUdYD9ba438eMXI7RNpiHS6rzt9WxKo9tkh2Zs6cibFjx6KgoEAzvaKiAi0tLZrpAwYMQHZ2NsrKyoIur7m5GY2NjZoPERERqUn6R8/XrFmDXbt2YceOHW2+q6mpQadOnZCamqqZ7nK5UFNTE3SZJSUleOihh/QuKhEREUlI6pad6upq3HvvvXj++efRuXNn3ZZbXFwMt9vt/VRXVwed14zRkSMZcVLWcXGMKlc0yw2nQ3Msy/cIdqvM6lt/egjWdG/m/mfVbTgz6ijrKLPRCjUKtxFiGWE93HmsHEFcr1tnMuxjMpQBkDzZqaioQF1dHYYOHYrExEQkJiZiy5YtWLp0KRITE+FyuXDy5Ek0NDRofldbW4uMjIygy01KSkJKSormQ0RERGqS+jbWqFGj8PHHH2umTZ06FQMGDMD8+fORlZWFjh07orS0FBMmTAAAVFZW4vDhw8jPz7eiyERERCQZqZOdbt26YdCgQZppXbp0QY8ePbzTp02bhjlz5iAtLQ0pKSm4++67kZ+fj0svvVTXshj5ughZWPnaCj2YXf5YmtJjKasZ9bTzfuAr2JM2qtRPFirE04ynrsLl/3SpDGWyO6mTnXA8/fTTSEhIwIQJE9Dc3IzRo0fj97//vdXFIiIiIkk4BFNGNDY2wul0wu12a/rvRJpRy5yBy3TVYgbPtrBym/iuu72OsvGyXexC5mOZ4ofZHb/tKNjfb39Sd1AmIiIiihWTHSIiIlKa7fvsGEmmpsJYm9Vlqku0IomBZz4r6+27bhk7HMpSDr2FU6/25lExLmQ/3A/1w5YdIiIiUhqTHZtghq9ODGR5Qad/52kVRn4G4O2Y3t48FDlV9hHZMc76Y7JDRERESmOyQ0REREpjsqMj/6bxcJsi/edjE6bxMbBLjD0vG/Uvr/+tmlD1CfeWjkq3duxWl2DbKNL91Oj92m5xtSu94hzsZcXxiMkOERERKY3JDhERESmNyU4Yom1KjnRMmGD/jkeqvugy2G2pYIQQ3o/vMjzf+c4XahkUGbOb/mN5qWws85Pa/M8dHvF4a4vJDhERESmNyU4Y4v3qip2F9ROopSaQUDGRcf+KtjN+JL+NVCzLlTHG8S6ezhPRCPeBBUD//dsOfyOY7BAREZHSmOwQERGR0pjsxJFoXwugamdho7V3yybaW1UyNudH2xk/kt9GStX9Kl7F8/YM55gP94GFcJcXCTv8jWCyQ0REREpjsqOjWEaxNYOKI+WaSY8WMT2uvmTZfjLs0+GwSzlJrm0lU1liPeYDjcAeb5jsEBERkdKY7BAREZHSmOxEgON2xDezt6Hs+4yR5dPzFoLscaT/kmlbyVSWWNmpLkbdPmSyQ0REREpjskNERERKY7JjoGiH0JfpKQAiK9ip2Z2I9GPUsc9kh4iIiJTGZCcCRr0Q1H8+XtVSOBwOB1sBiYjCwGSHiIiIlMZkh4iIiJTGZEdHvP10hiq3VmSvhxBCuX1O9phTcNx2JDMmO0RERKQ0Jjuku2CtDe1d+fl3uLX6SlG1VpNwxRp3jjQen6Lddp7jPpb9xupzBZ0h83ZgskNERERKY7JDRERESku0ugAUP8Jt5va/lcVbG+ZivMkK4ex3oW6TBPuO+7M59LyFZcR5ny07REREpDS27JB0eCVmLc8VGrcDmSGS/cx3Xt+rf999Vvb91w6t1eGW0agOyUbEhy07REREpDQmO0RERKQ0JjskDbuMCGzkWBIyjFMR63awwzYkeUS7z/vuZ/77rMz7oMxl84jkJdZGnLeNOA8y2SEiIiKlMdkhIiIipUmf7Hz11Ve49dZb0aNHDyQnJ2Pw4MHYuXOn93shBBYtWoRevXohOTkZBQUFOHjwoIUlpmjFOmS8WYxshrZDE3d77LANSS56vKJEplfNxAvfOOtxO8vI7SZ1svPtt9/isssuQ8eOHfHmm2/ik08+wW9+8xt0797dO8+TTz6JpUuXYsWKFSgvL0eXLl0wevRonDhxwsKSExERkSwcQuJLyQULFuC9997Du+++G/B7IQQyMzMxd+5c3HfffQAAt9sNl8uFVatWYeLEiQF/19zcjObmZu+/GxsbkZWVBbfbjZSUFP0rQrYRanwJmcbvsMNYHbJhzKLjiRvjFxuZzh8qaWxshNPpbPfvt9QtO//85z+Rm5uLm266Cenp6RgyZAj++Mc/er+vqqpCTU0NCgoKvNOcTify8vJQVlYWdLklJSVwOp3eT1ZWlqH1ICIiIutInex8/vnnWL58Ofr164e33noLd911F+655x6sXr0aAFBTUwMAcLlcmt+5XC7vd4EUFxfD7XZ7P9XV1cZVgoiIiCwl9esiWltbkZubi8cffxwAMGTIEOzduxcrVqzAlClTol5uUlISkpKSovqt/7DkwYYvNxubmNvXXoza6xznOxS91fTY1jLtv2bx71BJ7fPEifEKLpxjh/GzltQtO7169cIFF1ygmTZw4EAcPnwYAJCRkQEAqK2t1cxTW1vr/Y6IiIjim9TJzmWXXYbKykrNtAMHDuDcc88FAOTk5CAjIwOlpaXe7xsbG1FeXo78/HxDyuT7eF0kmbrRLQK8amhfOFdeel2dydICFIp/XVTfh3xHe7XDiK9kH6ofOyqQ+jbW7NmzMWLECDz++OO4+eabsX37djz77LN49tlnAZw5wcyaNQuPPvoo+vXrh5ycHCxcuBCZmZkYP368tYUnIiIiKUid7FxyySVYu3YtiouL8fDDDyMnJwdLlixBYWGhd577778fx48fx4wZM9DQ0ICRI0diw4YN6Ny5s4UlJyIiIllIPc6OWcJ9Tp/OiIeOrMHIUndZykHxI5x9jvslmU2JcXaIiIiIYsVkh4iIiJTGZCdCwZ66sOvTGNG8fDOem6llqbss5QiXXY8PiuwcYbf9kuJHVMnOrl278PHHH3v//dprr2H8+PH4xS9+gZMnT+pWOCIiIqJYRZXs3HHHHThw4ACAM690mDhxIs466yy88soruP/++3UtoGyCXbnY9YrGiDFHIhVN65Lq7ByPQGX37GN2rpcszI6hUWMThctzfuC+ozajt29Uyc6BAwdw8cUXAwBeeeUVXH755XjhhRewatUq/OMf/9CzfEREREQxiSrZEUKgtbUVAPD2229jzJgxAICsrCx8/fXX+pWOiIiIKEZRJTu5ubl49NFH8dxzz2HLli0YO3YsAKCqqqrNG8jjCZtZoyPDrTSZmDVWiVH7a6iyczvHLt5iaPVtNDKH0ds3qmRnyZIl2LVrF4qKivDAAw+gb9++AIC///3vGDFihK4FJCIiIoqFriMonzhxAh06dEDHjh31WqQpohlBOdDVN0cPJbIPHq9E9mf4CMoNDQ3405/+hOLiYtTX1wMAPvnkE9TV1UW7SCIiIiLdRfUi0I8++gijRo1CamoqvvjiC0yfPh1paWl49dVXcfjwYfz1r3/Vu5xEREREUYmqZWfOnDmYOnUqDh48qHm7+JgxY7B161bdCiezcJq/2WGZSF6q3sLieYeoraiSnR07duCOO+5oM/2cc85BTU1NzIUiIiIi0ktUyU5SUhIaGxvbTD9w4ADOPvvsmAtFREREpJeokp3rrrsODz/8MFpaWgCcaTY9fPgw5s+fjwkTJuhaQDtTtZmcSAWq3u7heYeoraiSnd/85jdoampCeno6vv/+e1xxxRXo27cvunXrhscee0zvMhIRERFFLaqnsZxOJzZu3Iht27bho48+QlNTE4YOHYqCggK9y0dEIXCsmOgxbkTxI6pkx2PkyJEYOXKkXmUhIiIi0l3Yyc7SpUvDXug999wTVWGIiIiI9Bb26yJycnI0//7Pf/6D7777DqmpqQDOjKh81llnIT09HZ9//rnuBTWSXq+LIKL4JMP5IFiHa6vLRWQk3V8XUVVV5f089thjuPjii7F//37U19ejvr4e+/fvx9ChQ/HII4/oUgEiIiIiPUT1ItDzzjsPf//73zFkyBDN9IqKCtx4442oqqrSrYBmiKZlJxgZrvDMYkRd4yl+4WovJr5X9HrELtZtoOo2VLVeZglnPw53ZHpuB334twbaMa6Gvgj06NGjOHXqVJvpp0+fRm1tbTSLJCIiIjJEVMnOqFGjcMcdd2DXrl3eaRUVFbjrrrv4+DkRERFJJapk5y9/+QsyMjKQm5uLpKQkJCUlYfjw4XC5XPjTn/6kdxmlFKgzYLw1rxpR11iXqeKouO3FRAjh/ZixPqN/LytV62WWcPZjPZZD4fM9d5gZVyvO01GNs3P22WfjjTfewIEDB7B//344HA4MGDAA/fv317t8RERERDGJaVDB/v37o1+/fgDUvKIORQjRpiWHVxzW4zagWMRb6yyRFaw4xqK6jQUAf/3rXzF48GAkJycjOTkZP/zhD/Hcc8/pWTYiIiKimEXVsvPUU09h4cKFKCoqwmWXXQYA2LZtG+688058/fXXmD17tq6FJCIiIopWVOPs5OTk4KGHHsLkyZM101evXo0HH3wwLsfZ8dzGYxM4Eakmktt7dr8VaGX5Q63bbnH1L6+e5fddluHj7IwYMaLN9BEjRuDo0aPRLJKIiIjIEFElO3379sXLL7/cZvpLL73k7bBMREREJIOo+uw89NBD+OlPf4qtW7d6++y89957KC0tDZgExQM7NS8SEUUikvOb3c+FVpY/1LrtFlf/8upZ/miWFVXLzoQJE1BeXo4ePXpg3bp1WLduHXr27Int27fj+uuvj2aRRERERIaIqoOyavR8ESipy+gOgr7Ll7EzooxlilfcFu1jjOJDuH+/I7qNlZCQ0O7ggQ6HI+BLQomIiIisEFGys3bt2qDflZWVYenSpWhtbY25UERERER6iSjZ+clPftJmWmVlJRYsWIDXX38dhYWFePjhh3UrnOzYTBpfzLqFZfS6oiVjmeIVt0X74j1Gwf4+Wf13y6r1R/26iCNHjmD69OkYPHgwTp06hT179mD16tU499xz9SwfERERUUwiTnbcbjfmz5+Pvn37Yt++fSgtLcXrr7+OQYMG6V6406dPY+HChcjJyUFycjLOO+88PPLII22ugBctWoRevXohOTkZBQUFOHjwoO5lkV28vYhVNfF+FUpE+gp2TrH6XGPV+iNKdp588kn84Ac/wPr16/Hiiy/i/fffx49+9COjyoYnnngCy5cvx+9+9zvs378fTzzxBJ588kk888wzmjItXboUK1asQHl5Obp06YLRo0fjxIkThpWLiIiI7COiR88TEhK8rScdOnQIOt+rr76qS+H+53/+By6XC3/+85+90yZMmIDk5GT87W9/gxACmZmZmDt3Lu677z4AZ1qeXC4XVq1ahYkTJ4a1nmgfPbf63qcvmcpCRERkBkMePZ88ebKpt0tGjBiBZ599FgcOHED//v3x4YcfYtu2bXjqqacAAFVVVaipqUFBQYH3N06nE3l5eSgrKwua7DQ3N6O5udn778bGxqjKF2pMFLOTD6tfXBdOffWISawvJPR/YSuTxMjEU7z4cl8C4mufN4Is8Yso2Vm1apVBxQhswYIFaGxsxIABA9ChQwecPn0ajz32GAoLCwEANTU1AACXy6X5ncvl8n4XSElJCR566CHjCk5ERETSiPppLDO8/PLLeP755/HCCy9g165dWL16NX79619j9erVMS23uLgYbrfb+6murtapxERERCSbqF4EapZ58+ZhwYIF3ttRgwcPxqFDh1BSUoIpU6YgIyMDAFBbW4tevXp5f1dbW4uLL7446HKTkpKQlJRkaNllaLYzg6ee4dRXj5gEW0agptJA83puuelZJtX5x9aIZmkZmrrtMNYRRS/afYz7gRqkbtn57rvvkJCgLWKHDh28ozTn5OQgIyMDpaWl3u8bGxtRXl6O/Px8U8tKREREcpK6ZWfcuHF47LHHkJ2djQsvvBC7d+/GU089hdtvvx3AmUx91qxZePTRR9GvXz/k5ORg4cKFyMzMxPjx460tfByR4ao8kpYHI1opVG4tMqO1Q4aYyTjaLOlH5u0oU2d4vfd5GeoESJ7sPPPMM1i4cCF+/vOfo66uDpmZmbjjjjuwaNEi7zz3338/jh8/jhkzZqChoQEjR47Ehg0b0LlzZwtLTkRERLKIaJwdVUU7zo5HvF/9yVb/WB9Pj3adHjLFgmIj275NalK5Zcdo4f79lrrPjl3Yaccwgmz1j6Q8epVdCOH9mIGvBzGHbPs2Gc+KY8vMc4dHsHqqus8z2SEiIiKlMdkxiJFXBypc1Udah/bmjzYmesTSqitB1aiwX+uJ8bCGlaPRm0nFc0goTHaIiIhIaUx2iIiISGlMdgwSb02EkYo0PjLHU+ay2QnjqOU/HpTnQ2pSdf+XZZ9lskNERERKY7JDRERESpN6BGW7MWswJlWbO2MRbUwYS7ID7qdkV7Lsu2zZISIiIqUx2bEpWTp9UfzgPkdEdsVkh4iIiJTGZIeIiIiUxmTHpmTp9BUPePvmjHjd57j9ieyPyQ4REREpjcmOgcy+IuQVqDHitUWDzuD2J7I/JjtERESkNCY7REREpDQmOwbw3E4yu/k7nPXxVpfxPDEOFGs9XubIbUhEFBkmO0RERKQ0JjsGkLFDoyytAbKUw0ie7R9sP/BMj4dYkH2EapEksjsmO0RERKQ0JjtERESkNCY7caK9Wytml8MosjfB+9Y/2lhYvQ19yR5vCp8s5wgiIzDZISIiIqUx2SEiIiKlMdkhpbAJ3lyMNxHZAZMdIiIiUhqTHR0FusoNNGKu73gWenfw9F2eVZ1Hg40crOfy9FguRSeeY+45ZqM9dmWKnQxlkaEMRlC1XoB968Zkh4iIiJTGZIeIiIiUxmTHYIFubfmOZ6F3B08hRNgvIjWqOTJUnX3XHe6tgFD1YAfZ2ETzioB4i7lvbDzHbLTHrtWx86+L1UKVwYjb/GZwOBxSxFZvnu1h17ox2SEiIiKlMdkxULgtLHoLd31WZuixXB2Hgy81DI/Mo+bKsu1kjE207FSXcM8PZu4nsbZE25mR52szMNkhIiIipTHZISIiIqUx2TGQnZv8whHrmCOhlhsrmW/PRCqceIQa28js20F6rU+mbSfDLTUZyhApo84RvszcT2TaJ/Vix/0qGkx2iIiISGlMdoiIiEhpiVYXgOzLqCZdFZuKYxFOPNobz4liZ/UYI3bcjnYssxms3pd8yVAOM+LBlh0iIiJSmqXJztatWzFu3DhkZmbC4XBg3bp1mu+FEFi0aBF69eqF5ORkFBQU4ODBg5p56uvrUVhYiJSUFKSmpmLatGloamoysRahGd35yw4vyTR7JNRI1tXevJF2DpYl5kbRc5wRO42Qa/cxRgKxU/xV47svqb4N9D5nRMvSZOf48eO46KKLsGzZsoDfP/nkk1i6dClWrFiB8vJydOnSBaNHj8aJEye88xQWFmLfvn3YuHEj1q9fj61bt2LGjBlmVYGIiIgk5xCSXK44HA6sXbsW48ePB3Am08vMzMTcuXNx3333AQDcbjdcLhdWrVqFiRMnYv/+/bjggguwY8cO5ObmAgA2bNiAMWPG4Msvv0RmZmZY625sbITT6YTb7UZKSoru9TIyxKGWL8t9YbNHko6k3u3NG86yfOeRJeZG0bN+Vo0wTmcw/nLgOSO2ZYX791vaPjtVVVWoqalBQUGBd5rT6UReXh7KysoAAGVlZUhNTfUmOgBQUFCAhIQElJeXB112c3MzGhsbNR+jhEpE9GhGDvaCzXgWyYHV3ryRdg5W+aQFaF80q8ey7BavWOtu5fEZaMwbPbdntGWKd9EcA3aKm57HeCzLkjbZqampAQC4XC7NdJfL5f2upqYG6enpmu8TExORlpbmnSeQkpISOJ1O7ycrK0vn0hMREZEspE12jFRcXAy32+39VFdXm14GPV+E6Zvl+y7T6qs2DztewXvIED/ZxLot7RzTWDuWGnUshNsJ1P/jmW6VcG4R241qo0bLsg1iLYe0yU5GRgYAoLa2VjO9trbW+11GRgbq6uo03586dQr19fXeeQJJSkpCSkqK5kNERERqkjbZycnJQUZGBkpLS73TGhsbUV5ejvz8fABAfn4+GhoaUFFR4Z1n06ZNaG1tRV5enullJiIiIvlYOoJyU1MTPvvsM++/q6qqsGfPHqSlpSE7OxuzZs3Co48+in79+iEnJwcLFy5EZmam94mtgQMH4pprrsH06dOxYsUKtLS0oKioCBMnTgz7SSw703P8AgpM9aesPPVStX5GsjpestxeMJLVMY6WXcvtz//8YOfzhaXJzs6dO3HVVVd5/z1nzhwAwJQpU7Bq1Srcf//9OH78OGbMmIGGhgaMHDkSGzZsQOfOnb2/ef7551FUVIRRo0YhISEBEyZMwNKlS02vCxEREclJmnF2rGTkODtW8b/q42YmmdjxytCXDOXXowwca4fszvbj7BARERHpgckOERERKY3JjsGM7EQYatmyjKPRHjt0spRlVGq9ymB1XTzrlyWu0ZDhmNLjZZJ2HgMrEhwlOrrjTaZjNNayMNkhIiIipTHZISIiIqUx2TGYkU3Ekb6kUjYyPNFiJ3rFSpaYx8stFDNEEkdZbkuYyYr9zDfOssQ80jjIdIzGWhYmO0RERKQ0JjtkGVmuGNpjl3KGy+pOhzJdLcYju8ReltaQaPmONCxDzKMpg9XnCj0x2SEiIiKlMdkhIiIipTHZUZwMTZAyN4WGWy4ZmqH1Ekuzut7bUdb9oj12Lbcvq8eeae+8oMIxJ1sdIt3mstyC0wOTHSIiIlIakx2DBcqk9RpBtr3fy3L1GerKwOoyhnvVYnU59SxDoEdiI2nhirUc4VzVyy6WljE9H0mOZPv5r9vKK3ZPi4EqrQa+It23zToOohnqI9i5wopjN9Z1MtkhIiIipTHZISIiIqUlWl0A1QVqNtTrBZ3t/d6qJuJAzaXBymKXZmwZyqlHGfy3TTT7opH7rd1G1Y60vOEeF5Euz+6jqaskmlGKzRDNLaxQ5wq9jtVwlxPrutiyQ0REREpjskNERERKY7JDhrLzEzcq4q0M/XEfJxWpdq5gskNERERKY7IjAZWvDGW+OlA57maK5ziqOlaMncTz/mclvfZ7s44fJjtERESkNCY7REREpDQmOxJQrRncLvWxSzn1ZESTv55xtOM24W2UyOgdLzvuM7KK5FUmdtvvmewQERGR0jiCMhnGbqPhyizcWHqutuwadzuW305llQHjdYaM58dAIyaHM2+49KxzpC1LbNkhIiIipTHZISIiIqUx2bEpO3QOk62JNlZWxjzcWLY37oue28Sozs6q7Td24nA4bHFuUYER+7ns207vhxmEEHC73WHNz2SHiIiIlMZkh4iIiJTGZEcSkTY/sqnffIy5FuOhHt5GtDduu+CY7BAREZHSmOxIghk5ERFZRfbOzbFiskNERERKY7JDRERESmOyIxnVmxJJDUbupzwGiMxnt64UnvOE0+kMa34mO0RERKQ0JjuSsVt2TfGJ+ykRWSnScxCTHSIiIlIakx0iIiJSmqXJztatWzFu3DhkZmbC4XBg3bp13u9aWlowf/58DB48GF26dEFmZiYmT56MI0eOaJZRX1+PwsJCpKSkIDU1FdOmTUNTU5PJNdGPXTpn2qWc8aa9FznKvt1kLx+RyiI5/mQ5Vm3xItDjx4/joosuwrJly9p8991332HXrl1YuHAhdu3ahVdffRWVlZW47rrrNPMVFhZi37592LhxI9avX4+tW7dixowZZlWBiIiIJOcQkvQ0dDgcWLt2LcaPHx90nh07dmD48OE4dOgQsrOzsX//flxwwQXYsWMHcnNzAQAbNmzAmDFj8OWXXyIzMzPgcpqbm9Hc3Oz9d2NjI7KysuB2u5GSkqJrvSh6DoeDHWFtyHPFx21nDMb3DN848FwRvxobG+F0Otv9+22rPjtutxsOhwOpqakAgLKyMqSmpnoTHQAoKChAQkICysvLgy6npKQETqfT+8nKyjK66ERERGQR2yQ7J06cwPz583HLLbd4s7eamhqkp6dr5ktMTERaWhpqamqCLqu4uBhut9v7qa6uNrTsREREZJ1EqwsQjpaWFtx8880QQmD58uUxLy8pKQlJSUk6lIyMpGKztG9ze7RN77I32ctcNhUwvmf4xkH1mMh+zNuB9MmOJ9E5dOgQNm3apLknl5GRgbq6Os38p06dQn19PTIyMswuKhEREUlI6ttYnkTn4MGDePvtt9GjRw/N9/n5+WhoaEBFRYV32qZNm9Da2oq8vDyzi0tEREQSsrRlp6mpCZ999pn331VVVdizZw/S0tLQq1cv3Hjjjdi1axfWr1+P06dPe/vhpKWloVOnThg4cCCuueYaTJ8+HStWrEBLSwuKioowceLEoE9iEVkp3Kb3UM3Wsjdnhyo7m+NjxxjGn3C3t//YN9xP/svSR883b96Mq666qs30KVOm4MEHH0ROTk7A373zzju48sorAZwZVLCoqAivv/46EhISMGHCBCxduhRdu3YNuxzhPrpGZBY7/0FjsmMsxpCCicdkJ9y/39KMs2Mluyc7PPkRxTeeA8gosu9bSo6zQ0RERBQpJjtERESkNCY7CpC5iVEVMrz0Ts8yyFAf0ofstxnile8xJsPx1t5LgoNRZd9iskNERERKY7KjEBmuHoDoryBkZtXVjW8c9SyDKldrFN62NPt4VO34j4ZsIzwLIaQoh1WY7BAREZHSmOwQERGR0qR/NxaFr70ReSP9jRHliHeRdiYNNC87pFKk2ttfQt12imZf4/5pHp4PwsOWHSIiIlIakx0iIiJSGpOdOOHfzBnvPfOJqC3POcH/v2SeSJ9k4zYKD5MdIiIiUho7KMcRXgGYK1DHQT22Abcj6c1/TBiOk2OdcI9vdkyODFt2iIiISGlMdoiIiEhpTHaIDMImZrIrPsAQnVC3//S4NWjU62PiAZMdIiIiUhqTnTjFDojy4zYispdQrS18OMFaTHaIiIhIaUx2iIiISGlMduIUm0Oj53A4DL3F5Fm2nbcRb8GpgdtRf57zB2NrLiY7REREpDQmO0RERKQ0JjsUlXhugjV6DBI7377yiKUO8bxvySba7cjbNMF5zh8qHOdW8uxfTqczrPmZ7BAREZHSmOxQVHhVIi8rrqj17HTJfcv+uA2pPWZ31GayQ0REREpjskNERERKY7JDZCArbilZcQvBs0491s2OrWrgrSzyCHRM69FRO5JzBZMdIiIiUhqTHSIDqXp1G+xKjYgoGL1bbSM55zDZISIiIqUx2SEiIiKlMdkhoohxBGkiClegBxhivaXlWZbb7Q5rfiY7REREpLREqwtAZEcOh0PXFgjfqxy7t2zoHRsi0grWKiKE8B5/sh+HZpeNLTtERESkNCY7REREpDTexiIpyN7k6i+SsoZTNzvVvT0q1YVIT5Gc50LNG2oZeo5mrhK27BAREZHSLE12tm7dinHjxiEzMxMOhwPr1q0LOu+dd94Jh8OBJUuWaKbX19ejsLAQKSkpSE1NxbRp09DU1GRswYmIiMg2LE12jh8/josuugjLli0LOd/atWvxwQcfIDMzs813hYWF2LdvHzZu3Ij169dj69atmDFjhlFFJoOo3OSqct30wBd/UryI5FzA84a+LO2zc+211+Laa68NOc9XX32Fu+++G2+99RbGjh2r+W7//v3YsGEDduzYgdzcXADAM888gzFjxuDXv/51wOSIiIiI4ovUfXZaW1sxadIkzJs3DxdeeGGb78vKypCamupNdACgoKAACQkJKC8vD7rc5uZmNDY2aj5ERmCrRft4BUtEkfKcW51OZ1jzS53sPPHEE0hMTMQ999wT8Puamhqkp6drpiUmJiItLQ01NTVBl1tSUgKn0+n9ZGVl6VpuIiIikoe0yU5FRQV++9vfYtWqVbpfHRcXF8Ptdns/1dXVui6fiIiI5CFtsvPuu++irq4O2dnZSExMRGJiIg4dOoS5c+eiT58+AICMjAzU1dVpfnfq1CnU19cjIyMj6LKTkpKQkpKi+RAZwYpbNFbeOuNtOyIyQ6QvApV2UMFJkyahoKBAM2306NGYNGkSpk6dCgDIz89HQ0MDKioqMGzYMADApk2b0Nrairy8PNPLTERERPKxNNlpamrCZ5995v13VVUV9uzZg7S0NGRnZ6NHjx6a+Tt27IiMjAycf/75AICBAwfimmuuwfTp07FixQq0tLSgqKgIEydO5JNYFLes7PDLzsZEZIZIR9239DbWzp07MWTIEAwZMgQAMGfOHAwZMgSLFi0KexnPP/88BgwYgFGjRmHMmDEYOXIknn32WaOKTERERDbjELwUg9vtRmpqKqqrq9l/h4iISHJOpxNutxuNjY3IyspCQ0NDyMfQpe2zY6ZvvvkGAPgIOhERkU34JjfHjh1jstOetLQ0AMDhw4fDHqBIZZ5MmS1dZzAeWoyHFuOhxXhoMR5aesdDCIFjx46120+XyQ6AhIQzXZecTid3Rh98LF+L8dBiPLQYDy3GQ4vx0NIzHuE0Ukg7zg4RERGRHpjsEBERkdKY7ODMiMq//OUvkZSUZHVRpMB4aDEeWoyHFuOhxXhoMR5aVsWDj54TERGR0tiyQ0REREpjskNERERKY7JDRERESmOyQ0REREpjskNEFMCVV16JWbNmWV0MItIBkx0iisltt92G8ePHt5m+efNmOBwONDQ0mF4mIiJfTHaISFknT560ughEJAEmO0RkqOPHjyMlJQV///vfNdPXrVuHLl264NixY/jiiy/gcDiwZs0ajBgxAp07d8agQYOwZcsWzW/27t2La6+9Fl27doXL5cKkSZPw9ddfe7+/8sorUVRUhFmzZqFnz54YPXp0WL87fvw4Jk+ejK5du6JXr174zW9+06YeR48exdixY5GcnIycnBy88MIL6NOnD5YsWeKdp6GhAT/72c9w9tlnIyUlBT/+8Y/x4Ycfer//8MMPcdVVV6Fbt25ISUnBsGHDsHPnzpjiS0TtY7JDRIbq0qULJk6ciJUrV2qmr1y5EjfeeCO6devmnTZv3jzMnTsXu3fvRn5+PsaNG4dvvvkGwJlE4sc//jGGDBmCnTt3YsOGDaitrcXNN9+sWe7q1avRqVMnvPfee1ixYkVYv5s3bx62bNmC1157Df/617+wefNm7Nq1S7PcyZMn48iRI9i8eTP+8Y9/4Nlnn0VdXZ1mnptuugl1dXV48803UVFRgaFDh2LUqFGor68HABQWFqJ3797YsWMHKioqsGDBAnTs2DH2IBNRaIKIKAZTpkwRHTp0EF26dNF8OnfuLACIb7/9VpSXl4sOHTqII0eOCCGEqK2tFYmJiWLz5s1CCCGqqqoEALF48WLvcltaWkTv3r3FE088IYQQ4pFHHhFXX321Zt3V1dUCgKisrBRCCHHFFVeIIUOGaOZp73fHjh0TnTp1Ei+//LL3+2+++UYkJyeLe++9VwghxP79+wUAsWPHDu88Bw8eFADE008/LYQQ4t133xUpKSnixIkTmnWdd9554g9/+IMQQohu3bqJVatWhR9cItJFopWJFhGp4aqrrsLy5cs108rLy3HrrbcCAIYPH44LL7wQq1evxoIFC/C3v/0N5557Li6//HLNb/Lz873/n5iYiNzcXOzfvx/AmVtA77zzDrp27dpm/f/+97/Rv39/AMCwYcM037X3u++//x4nT55EXl6ed3paWhrOP/98778rKyuRmJiIoUOHeqf17dsX3bt316ynqakJPXr00Kzj+++/x7///W8AwJw5c/Czn/0Mzz33HAoKCnDTTTfhvPPOa1MuItIXkx0iilmXLl3Qt29fzbQvv/xS8++f/exnWLZsGRYsWICVK1di6tSpcDgcYa+jqakJ48aNwxNPPNHmu169emnKEsnvPvvss7DL0F75evXqhc2bN7f5LjU1FQDw4IMP4n//93/xf//3f3jzzTfxy1/+EmvWrMH111+vSxmIKDD22SEiU9x66604dOgQli5dik8++QRTpkxpM88HH3zg/f9Tp06hoqICAwcOBAAMHToU+/btQ58+fdC3b1/Nxz/B8dXe78477zx07NgR5eXl3t98++23OHDggPff559/Pk6dOoXdu3d7p3322Wf49ttvNeupqalBYmJim/X07NnTO1///v0xe/Zs/Otf/8INN9zQpi8TEemPyQ4RmaJ79+644YYbMG/ePFx99dXo3bt3m3mWLVuGtWvX4tNPP8XMmTPx7bff4vbbbwcAzJw5E/X19bjllluwY8cO/Pvf/8Zbb72FqVOn4vTp00HX297vunbtimnTpmHevHnYtGkT9u7di9tuuw0JCf89PQ4YMAAFBQWYMWMGtm/fjt27d2PGjBlITk72tk4VFBQgPz8f48ePx7/+9S988cUXeP/99/HAAw9g586d+P7771FUVITNmzfj0KFDeO+997Bjxw5vMkdExmGyQ0SmmTZtGk6ePOlNYPwtXrwYixcvxkUXXYRt27bhn//8p7dVJDMzE++99x5Onz6Nq6++GoMHD8asWbOQmpqqSUz8hfO7X/3qV/jRj36EcePGoaCgACNHjmzT9+evf/0rXC4XLr/8clx//fWYPn06unXrhs6dOwMAHA4H3njjDVx++eWYOnUq+vfvj4kTJ+LQoUNwuVzo0KEDvvnmG0yePBn9+/fHzTffjGuvvRYPPfSQHqElohAcQghhdSGIKD4899xzmD17No4cOYJOnTp5p3/xxRfIycnB7t27cfHFF1tXwAh8+eWXyMrKwttvv41Ro0ZZXRwiCoEdlInIcN999x2OHj2KxYsX44477tAkOnaxadMmNDU1YfDgwTh69Cjuv/9+9OnTp80TZUQkH97GIiLDPfnkkxgwYAAyMjJQXFxsdXGi0tLSgl/84he48MILcf311+Pss8/G5s2bOSggkQ3wNhYREREpjS07REREpDQmO0RERKQ0JjtERESkNCY7REREpDQmO0RERKQ0JjtERESkNCY7REREpDQmO0RERKS0/wd2v5G8EMy9vAAAAABJRU5ErkJggg==\n", 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", "text/plain": [ "
" ] @@ -563,17 +517,7 @@ "outputs": [ { "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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sCDJdk8nQisxUMTL58Zv+R/exJsogSlcHHF1lUC2rymcXlig+bxPXP27XtVdc8xUUW2BERGQlq1tg/SfzVaXSsUNm5gCTswn4bZeZdNbkZL6DncctTV0tZRVBlvtQiRAEmaA66mVhZBVLa4DCxxYYERFZiRUYERFZyeoQoo5OHG5kwlV+k9+KPjhXDQmFFV7z2lfmAbyu8KUJqrOA6MpnXDpfMORHccEWGBERWcnqFphXJw5drTKVjh26uqfHkcrKzn2prCIcpLWqu9UWxXIftonbzCBUfNgCIyIiK7ECIyIiK1kdQuzficPkcilBVnaOW8gkyuVATM4uEeWMCFHODBJElGG8uFyDYhDXcGzUoXK2wIiIyEqswIiIyEpWhxD790KMYlyQrlBllCsyy/SqDHtFZjfFPJWU6lg50WPjsD6UzHhIk9OwBelZG1bvV91/26IO/enCFhgREVnJ6hZYf7paQaq/sEy2gnTRlccg6ahMjKzrF6zqjB9hfU5ev9xVZwHpe4wNK/PakEdbFNtEzGyBERGRlViBERGRlYoqhKj6AF00RCazXlVYY8dUOmQEyY+uThyiYVvVh84yD9NFJyxWKbdbHgfbbnIV4iDfk7DDRrrXWBvKwuq0E9a4NbbAiIjISkXVAnOj64F3kF8Sti33YVJYS4lEuaSJCXGdeYFIRFj3LVtgRERkJVZgRERkJatDiF6T+foRnbXA5CSzOkf8q5zH78GuaCcPmYftop1BgnR6MBl+c0tb5vPW1WFDZT01mXSCnEdX2m55N9mhJe5pqii20DRbYEREZCVWYEREZCWrQ4j9J/N1M1jYxivUoTPk4ZUnE9MwiR6rOo5JZryZ17GqE976pWmyF6LoeWTyo2t8nM5eqaLnMSnKyXyjTlOFzHR5ccYWGBERWUl7BdbY2IhLLrkEp59+OsaPH4/Zs2ejvb29YJ8TJ06goaEB48aNw9ixYzFnzhx0dHQEPlc2mx3wML3/K5FI5F+iZI7x45Ynt/yqvnSVse92lWuherxXuXTlTeaYIOd22080Hbf7Jmpuedf1cuN3f+u+Lia+/2SG9gps+/btaGhowM6dO7FlyxZ0d3fja1/7Go4fP57f5/bbb8fLL7+M559/Htu3b8ehQ4dwww036M4KEREVsYRjOAD6u9/9DuPHj8f27dvx13/918hms/iLv/gLPPPMM/j6178OAPjggw8wefJkNDc34ytf+YpvmrlcDqlUakA3etU502TiwzLPgsLu5h2XX5K6591TTUdllhWZ8wQhml/V52pxIzNvpNd+QagO3/BKM27PmeLwDKz/33EZxjtxZLNZAEB5eTkAoLW1Fd3d3airq8vvM2nSJFRXVwtXYL28OnGoTC0U5APV/VBU9Y+dX350f6FkrrPMj4IgY4FEy2hyjJ/qMaLpmEw7LG6dg/wqabftMp2V/L47fve3iUovDLoq+6jLYrQC6+npwdKlSzFz5kxceOGFAIBMJoORI0eirKysYN+KigpkMhnXdLq6utDV1ZX/fy6XM5ZnIiKyg9EKrKGhAe+88w7eeOMNpXQaGxtxzz33aMpVMGH90tAV+vPLr0oozUQrMw6//KP+FeklrGvldh6vThWmyLTORfMjE+4zOeSA1BnrRr9kyRJs3rwZ27Ztw9lnn51/P51O4+TJk+js7CzYv6OjA+l02jWtlStXIpvN5l8HDhwwlW0iIrKE9grMcRwsWbIEmzZtwtatW1FTU1Owfdq0aRgxYgSampry77W3t+OTTz5BbW2ta5qlpaVIJpMFLyIiGtq0hxAbGhrwzDPP4KWXXsLpp5+ef66VSqUwevRopFIpLFq0CMuWLUN5eTmSySRuueUW1NbWBurA4cZE76qwOju47ScayhDt9ND3/SAdP7zes4VXueMiytCqiQ4vKoKEL3WFgmV6yfoJI0ytet/EJaQvQ3sFtmHDBgDA3/zN3xS8/8QTT+Af/uEfAAAPPfQQhg0bhjlz5qCrqwuzZs3Cj3/8Y91ZISKiImZ8HJgJveMHVOgutuq4FZntokS70ZsYUyRzHr8OBSoP4+N8u6uWW+Y8Xmnb0oEk7KEhfsK+76JogekolxXjwMIUx8G7vWTyJvrFNt1z0Ss/MqKoROJccfWKQ4/MwfIRdpjJ75428f2O29+MsNjw3RgMJ/MlIiIrFVULrJiJjlERfRgv84s6Lr/UTEwB1UtX+MfmB+OioiijyZCcrmnA/NL0EtYMOiLnNH2sDmyBERGRlViBERGRlYo2hGhiTEcciDbZwxrTFUVPP5UxSzITNcuwbZJdmWsal844ceuF6JaWapg+yum7TB2rA1tgRERkJatbYP3XA4tba0vXelWDbfc652D7i44DE81jkO1e5wmStuhQApOzbpgYeyNzXUx0xtHVeUX0fKqdJ3R/tjqveRyGHLjtq3r/Rt3y6sUWGBERWYkVGBERWcnqEKIKr1CHzLRFfu/5HevX6SToFFAyK8n6MRmilQkZ+a2ca2L9MtHtQcI6oveiH92fj670VEPTfmnp7ryhMzwW9hRmcQnthYUtMCIislLRtsB0/YLVNYmu6LllfrlHMXuESmeQvmydGcSvk4zIvrLnCdKiUZm1JOzZNfoKEvmQmWXF61idQ1Di2iIyMeSAM3EQEREJYgVGRERWKqoQol9zX9fDZJVOGoMdLxOq0DVORxeZdaZk0jYxhk3lWNX7QXS72zaVsYKy+4Ux7iqskLJMuFVXqD0Ik7ONxDXMKYItMCIishIrMCIispLVIcRUKlXwf5nxUG6imJJKZb2vIOOMVMaJhbUulsyExUHS9OIXUtIVZhLdbnN4x0RILgxxyw8Qn3x4ieK6sQVGRERWsroF1n8yX11LPphuaYiOfRL95a46dswr7SD8yqXyOQXpoKPSapPpDCLaKlad1Dasjj66fj2rdL6QiUSoMtFZJGg+Zb47MlQ7AsUFW2BERGQlVmBERGQlq0OIQZkYKyQ6/ZRomC+sEIIM1am2vEKMOsMYXtffxPXzC+t67SeTTpA0ZZgcU+d3PtH7QXUCZZWwr8lxYIPtF8Y1lxF1yJEtMCIislJRtcBMLP8Q1q9at/OpdEwwvQSIKJl8hDWMQXUSWZXzqKSj81evzHAT3Z+PaitTV+ctHcfGXRRDhExiC4yIiKzECoyIiKxUFCFE0fBaWKEBXZOqmgiDyIwDCzojhd8ksLrWs1INh5gcUxO3MJTONa7CCEOZGN+mek6Zc8ftPlCZoSiIsL4HbIEREZGVWIEREZGViiKEqGs9JpNsm65F18TIg6UZByamKIrrZxvXfFG4wvoOcjJfIiIiD0XRAvMiM7ZJ5iGtrnE0qhPhmpiBQKUjhcykrCbHzPmlo3PfoMfomkjYxHlUzxlU2LOBDBXFdt3YAiMiIiuxAiMiIitZHULsXZFZZv0nr3BWkMlFdU/mq2syz7A6XAS5Fm7XUmUC1SCfrVfafmSuZRTTcrmdW3Rfv8/EJBPrpMkwsYK0reMCw05HFltgRERkJatbYP1XZHYj86A/yMNyXcuBqP7KD7JN5Ny6fvXK7Ce6rIhq5xUTMy+YOF53On0FjUSY4Pd5q+TDb1YYv/dUxa3l1cv0PcmZOIiIiDywAiMiIisZr8AeeOABJBIJLF26NP/eiRMn0NDQgHHjxmHs2LGYM2cOOjo6AqedSqWkHzgnEokBL5V0TKQtc26v/XTmxy1Nx3F8O9R4dbwwea1MEs27335u22WOUeV3T+s+d+990z9sqDttt/P0ZeL+i+s9bfr75ve3QBejFdju3bvxk5/8BF/60pcK3r/99tvx8ssv4/nnn8f27dtx6NAh3HDDDSazQkRERcZYBXbs2DHU19fj8ccfxxlnnJF/P5vN4j/+4z/w4IMP4m//9m8xbdo0PPHEE3jzzTexc+dO7fmQ+aVhS2tA5Nek7C93mVZb/5aY4zhGWriiZfA7RiZfKtfFRDpREC2P6Ev13DR0GavAGhoacM0116Curq7g/dbWVnR3dxe8P2nSJFRXV6O5udk1ra6uLuRyuYIXERENbUa60T/33HNoa2vD7t27B2zLZDIYOXIkysrKCt6vqKhAJpNxTa+xsRH33HOPiawSEZGltFdgBw4cwG233YYtW7Zg1KhRWtJcuXIlli1blv9/LpdDVVWVlrRF9Q1b6BrbJJOmDJMT88qs7CyTX9VrJZPfODAxo4dqGcMI4UXxOQyFFZl7xTVfQWkPIba2tuLw4cP48pe/jJKSEpSUlGD79u1Yt24dSkpKUFFRgZMnT6Kzs7PguI6ODqTTadc0S0tLkUwmC15ERDS0aW+BXXHFFfjNb35T8N7ChQsxadIkLF++HFVVVRgxYgSampowZ84cAEB7ezs++eQT1NbW6s4OEREVKe0V2Omnn44LL7yw4L0xY8Zg3Lhx+fcXLVqEZcuWoby8HMlkErfccgtqa2vxla98JdC5wpxKym9f1RBjWETzKxPGc/sc/EKnXun55SfKKZqiCCOFNf2RTD7cyHzO9Gcyf1Nkwrs2fyaRzIX40EMPYdiwYZgzZw66urowa9Ys/PjHP44iK0REZKmEY2H1m8vl8kup6KRrORVd53bb7kb1V1fY42ricm63PARZSkMmfVFe6ahOdCvaKg5LkGtmsgOUaMte5n7RNcG36v3pxuQk0V5p9/4d742kyeBciEREZCVWYEREZKWiXw/MT1hjP2TGQKlQ7Yjil6bKNVcNYakcE3SbatpxJNoZxHTY3EuQTj1hnVPm3Cr5NNG5SHcHqMHukbC+E2yBERGRlaxugfV25FDp4CDTNVzmQarJX7B+Xd5Fj9F1br99++4n8+Bchu6H6X7b49wqk2kBh93JI8j3slg7cZiguxNM1OViC4yIiKzECoyIiKxkdQixl+6xDyZm4gg7ROO1Tthg+8qEbWTGRUVBJTxsopOH37VU+Zxk8mP6ob7KMW7bw+rEoRo+DuP+j2IWoLiERtkCIyIiK7ECIyIiK1kdQlSZzDcObJuIVTQ9v1CYDBOT+UYZ/lAJ40UdtvHi930TLXdcyhhlPmQmHw9rKqm4fD5sgRERkZWsboH1n9A3yEPYoA/JVVcrNjnOSXVcmkqafr+eRa9lkEmMVcZyyUwc65dOlKttu4nLCtMmO3GEJcrJcUWjDjqvj+jfCtGxrqY/L7bAiIjISqzAiIjISlaHEEXWkVF9QCnTFDb5UFQmXBWXiU9VpuUy2WFD9bONshNCWGOkRM892Hav/aKYuFdUnMfHuW2Tmc5NZtya36OVsD4ztsCIiMhKVrfAeul+0KprRWYTD/pVWywqk+fKPFR2Oz5IN3td3f5VfhGqpq17suQg5zPxSzhIJxyR/eLSJVsXXa3iKCJBQUX92bEFRkREVmIFRkREViqKEKJoONDvfV0P+t3OYXJGEL+0VUI+JtLRJY7X18QYIN3Hxm1GGjc2rwcW5awxUYf0wsYWGBERWYkVGBERWakoQoi2hURktrsRnebK69ggx8d5YmSZ6b/IjmsVl6mxvNiQx2LEFhgREVmpKFpgMp04wqY6I4VK2kNNXFaLJT1s+BxtyGMxYguMiIisxAqMiIisZHUIUWQ9MF10jv3QNXGvW3pB1ucKmh83qmOORKfVinLSWjcyE6jqPKdK2lFOPuxG5rMNa4JqmSmyZCbHVQl7m5ySbrB94xKmZwuMiIisZHULLIzlVPzSUZmYVyYfQbZ7Uc1v0MmQ/Y6N4he3zPAB0bzruh9MzjihM00VqhNLmxTWDBiik4aH1XoW/T5GfS+xBUZERFZiBUZERFayOoToJS4PGb3oWiPMZH76v9+f6dCe7vTjPGNHWGHHOH8nekXxmcRlvbWw2VwetsCIiMhKRdsCs+GXhG2/jmUeaOtqZYa1fEaUrbE4f/Zhi+Iz4ZIl9mELjIiIrMQKjIiIrFS0IcSwxW1cit/xQcbW6J6pI4oxX15MrOwc5crMxRbiKrbyeBlKZdWBLTAiIrISKzAiIrKSkQrs4MGD+OY3v4lx48Zh9OjRuOiii/DWW2/ltzuOg9WrV2PChAkYPXo06urqsHfvXhNZCU0ikci/4nyeMPJoguM4+ZdJfa+vyvl03Q8y6YR1L4alb3mKqVxuoihjWN8tE7RXYH/4wx8wc+ZMjBgxAq+88gree+89/PCHP8QZZ5yR32ft2rVYt24dNm7ciJaWFowZMwazZs3CiRMndGeHiIiKVMLRXO2uWLEC//d//4fXX3/ddbvjOKisrMQdd9yBf/qnfwLwp0l5Kyoq8OSTT2Lu3Lm+58jlckilUkKT+Q5GtBODzISvUQpr4lPdM53EZWxYkHN6CWtpH9F8BLlWNsxiE2dxntnC5GcbtNw6/o5rb4H94he/wPTp0/GNb3wD48ePx9SpU/H444/nt+/btw+ZTAZ1dXX591KpFGbMmIHm5mbXNLu6upDL5QpeREQ0tGmvwD7++GNs2LABEydOxGuvvYbvfOc7uPXWW/HUU08BADKZDACgoqKi4LiKior8tv4aGxuRSqXyr6qqKt3ZJiIiy2gfB9bT04Pp06fj/vvvBwBMnToV77zzDjZu3IgFCxZIpbly5UosW7Ys//9cLoeqqiqhFZmDPvyW5Re6i8vEvV4hBF0rC5t4AB1kxWYvula89Tuf6jXQVUaZfKiusq37fLaJc3lM5q0o1gObMGECzj///IL3Jk+ejE8++QQAkE6nAQAdHR0F+3R0dOS39VdaWopkMlnwIiKioU17BTZz5ky0t7cXvPfhhx/inHPOAQDU1NQgnU6jqakpvz2Xy6GlpQW1tbWBzpXNZgu6gMp0Qe17vFtXUq/3vGauCHqMCrdyBylPWFTOrXr9dJW7fxd7r89ZRzd8N7L3qq1dpW0TZXd/vyEHxTYMQXsI8fbbb8dll12G+++/HzfeeCN27dqFxx57DI899hiAP13ApUuX4t5778XEiRNRU1ODVatWobKyErNnz9adHSIiKlLaK7BLLrkEmzZtwsqVK/Hv//7vqKmpwcMPP4z6+vr8PnfddReOHz+OxYsXo7OzE5dffjleffVVjBo1Snd2iIioSGkfBxaG3vEDvbyKoDpmxmu/IOn7HRP2Gleq+ZFZS8ur80qQThpRduLwS1O0k4zMdtH8uOXNKxwpm6ZJuq6VzDmDdGKxdUxdHMaqxXIcGBERURhYgRERkZWsXg+sf9PTrVmsGu7Tua/KMUGphoRkQgy69wtyTNhhEL8xfn7HyGyXIRoeFg2DhiWKa2Xi/o1b6LBXXPMVFFtgRERkJatbYEGp/OqIw0NPkXyIPlRWTUf3NdD54Fw0Hb98yHSI8TqnrllAZK5V3DppBBHWBNW6qNyrfquDx63cfp2DTGMLjIiIrMQKjIiIrFRUIURdnRGChG1UwhsmOkr4hRpUxhfJjHdyO15m0mCVsV99j9f1AF5mnJJqfv1Cml5l1BnSCXsy37iFzfyo5Ffme9tXlOvqRfE5sQVGRERWKqoWWF9uvxJ1LRcic26Z7vy6hJWfYpokNAjR4RtBrrnJa6naOgwDZ+IQN9RaXX2xBUZERFZiBUZERFYqihCiTDPdZNPXxEN9L6qTD+vKj6504jLmTpRq2MbrepkI9ap28ohDuJEzcYR7jrhiC4yIiKzECoyIiKxUFCFEr5BIXMJRYYUsw+ppaZINeVQlsybaUDLUy29asVxftsCIiMhKRdECE32oHOU4MNV0VGbQ0DUOLKyxS2G1RHSN0VHNr8ysJipsGwfWl8nWqq3jwGQUS2ufLTAiIrISKzAiIrJSUYQQwwq9eJ3bxEN5Xceormelcm6Z/WQ+u7Cvb5DP1i9M53W8ic9O1zgwmSmedE1gzXFgauKar6DYAiMiIisVRQvMTdgTVAb5lajrob3oxLFux5h8CO52PhNUOkyIpOl1LVUf9Mu0TuLS3V60xSiz3Y1tKzK7kemQJXov6upEJHN81PciW2BERGQlVmBERGSlog0hhrVSssx5vEJBYTXDZcKXfiENt3LJjDmS+Zz8yFxf0Wsk03FGdExdkLTDunfCWJHZthChH9UOIiphW9lzmj5WB7bAiIjISkXbAlNpbUXZ5V0XXd2VZag+yBfNe5QtjiDd21XyqRoNcKM6e0TUv7rJPJOzy+jEFhgREVmJFRgREVmpqEKIuiYplWk+61oVWUZYk/mqhrB0deIIa6YOXXlQyW+Q+0Z0tW3R70nYs9kMdm4TY5/cFMNkvqrjzUSOFRFWedkCIyIiK7ECIyIiKxVVCFF1yh/RY2T3VTlGND2VcWk682HyfHHoBRckBKv7+poYZxdkOrIwhHXPyqQZ58l8w+5xHDW2wIiIyEpF1QKLcuxT3JguV9jXzcRyNarju0TTDvsBftw6DAw1JibHjUOr2I3MEkE6sQVGRERWYgVGRERWKqoQYlymFoqDsDoWhCWKsSpe448Gmyoq7FCPLZ0ZhhKbJ8dVwfXAiIiIBGmvwE6dOoVVq1ahpqYGo0ePxnnnnYfvfe97A36xrl69GhMmTMDo0aNRV1eHvXv36s6KMY7j5F+iEolE/hWGvnl0e/kJO79x5nct3LaHdf36nsfrJfPZU3zE9Xsr87dQJ+0V2Jo1a7Bhwwb86Ec/wvvvv481a9Zg7dq1ePTRR/P7rF27FuvWrcPGjRvR0tKCMWPGYNasWThx4oTu7BARUZHS/gzszTffxPXXX49rrrkGAHDuuefi2Wefxa5duwD8qcZ++OGH8a//+q+4/vrrAQD/9V//hYqKCrz44ouYO3eu7iwREVER0t4Cu+yyy9DU1IQPP/wQAPCrX/0Kb7zxBq666ioAwL59+5DJZFBXV5c/JpVKYcaMGWhubg50rlQqFSi84/dSESSEEyRPOvItk6ZbaEBX3kyE3ETzIXOeICFYr31lrovfOfzO7Zdf0WtlMjQlc24T+ZH5PulKUxfRkF7YoUZTtLfAVqxYgVwuh0mTJmH48OE4deoU7rvvPtTX1wMAMpkMAKCioqLguIqKivy2/rq6utDV1ZX/fy6X051tIiKyjPYW2M9//nM8/fTTeOaZZ9DW1oannnoKP/jBD/DUU09Jp9nY2IhUKpV/VVVVacwxERHZKOFo7j5SVVWFFStWoKGhIf/evffei5/+9Kf44IMP8PHHH+O8887D22+/jYsvvji/z1e/+lVcfPHFeOSRRwak6dYCc6vEdK7jE1SQtHU32/3GIYmeT+b6iYS7wmDysy02fp+j32cb9ndHNG+q+TKZJu/JgXK5HFKpFLLZLJLJpFQa2ltgn3/+OYYNK0x2+PDh6OnpAQDU1NQgnU6jqakpvz2Xy6GlpQW1tbWuaZaWliKZTBa8iIhoaNP+DOzaa6/Ffffdh+rqalxwwQV4++238eCDD+Lb3/42gD/9Ilm6dCnuvfdeTJw4ETU1NVi1ahUqKysxe/bsQOdSqbl1/dpyS0cmbb8Jak38OuwvrFakaAtAR/q60hQ9n1+HCa/9ZK6B6nVTabHr4nctZI53I3qtoozk+NF17mKJWGivwB599FGsWrUK3/3ud3H48GFUVlbiH//xH7F69er8PnfddReOHz+OxYsXo7OzE5dffjleffVVjBo1Snd2iIioSGl/BhYG2dipiec1Ms+XvFoIqi0wXb+oVX8Vi6ZjcmkUv3zoYlsLzO9eisNzTb/nbyaulejzKplIha5rVkwtMB3PwIpqMt9iMNjNJPqH0eu9wdJTqYSjDD2FJco/WH758XtftEOGTAedsOi6lhb+Vh+gGMqgEyfzJSIiK1ndAkulUgX/L4ZfJ6phurBbRqppx+VXvpcg91UY9+Bgn61ox4T+M1r0J3oPmQhDyUQTaOhiC4yIiKzECoyIiKxkdQWWzWYjX4/GJL+yxaHcqtc/DmUgd30nfHX7nE1892TSK4ZJaUmO1RUYERENXazAiIjISlb3QhQRxfQ8MtNG+R2rEqaRyY+u6bCCDN4NKoqwkcx1kelZ59UTUDVkZ7LHoAy3/EQRVhY9Z9x6pcqIa76CYguMiIisVFQtsDhMj2JanMsYVotoKDywj8M0QX7Tmg2FWVhkFMNkv7acmy0wIiKyEiswIiKyUlGFEOMWUjMhzmUMaxLYuE02GzdhTX5rYgJgk5Mhh7VOXJTf0aF2brbAiIjISkXRAoty8lFRJs9dbC2ROHdUCUsYy7LopHsdOhP3gC3XMqih/H1hC4yIiKzECoyIiKxUFCHEXkFCFkFDNMXSTI8yNMWVn8XZeo/p6thha/lVBVlJ3e29oXat2QIjIiIrFUULzOsXhK6WU1zmn/NLW+YXHJEJQ7X1rPI3R2a17aGMLTAiIrISKzAiIrJSUYQQ3QyFUIVtZB7qez20LubP2LZxYF78JgUuNlGOWyuG+yUItsCIiMhKrMCIiMhKRRtCHAphJipexRoKYs860oktMCIispLVLbBUKlXwf79R6qKCHKPrV6RKS7FvHvwmQ/UamyNTbrfz+KWjukyH6Hnc0oxiPJ/Jh/oyaasuK2Ky5eQ3dsyGyEoxTRTud86oW9FsgRERkZVYgRERkZWsDiFms1kkk8mosyFNNYynek6v91TSU6U7jzqOLyYmJrBWuX/9zjPUVhn24hf+DSucGJfrwhYYERFZyeoWWC+vB7qmJ7rV9TDZ7dyiv6aC/CqT2W4yHb+H8jKtBdF0dLV6VT6nvseolMHv3H7H+J1btJUkkx+ZTj1Bjhclej+E1TJ1o9pBqlexDGdgC4yIiKzECoyIiKxkdQix/zgwN6qhKT+ioROZ8Jvf8aJUw3heaZoIobqlGSSM5BW2CZK2aPhH9PqqjrMTPXcQXvdlWKv7io776/u+iQ5QoveL33a3cZmiVO9FUaodP1THEurCFhgREVmJFRgREVnJ6hCiTePARMNQQUKRMiEPkTyoHqMa9lLtaWZrr6qw8h236yMaEu77/lAb7xQ3cZnSiy0wIiKyUuAKbMeOHbj22mtRWVmJRCKBF198sWC74zhYvXo1JkyYgNGjR6Ourg579+4t2OfIkSOor69HMplEWVkZFi1ahGPHjikVREQikfB8qaTpd54g273O4zhO/iWy/2CvvumI5sfvmKBl6buvrs/BL099y+D2ciuvTHnc0vQro2g6fscEya/u74MMmXtV9F4MUkbRayBzr4tSvRdFDXZ9g1I5VofAFdjx48cxZcoUrF+/3nX72rVrsW7dOmzcuBEtLS0YM2YMZs2ahRMnTuT3qa+vx7vvvostW7Zg8+bN2LFjBxYvXixfCiIiGnocBQCcTZs25f/f09PjpNNp5/vf/37+vc7OTqe0tNR59tlnHcdxnPfee88B4OzevTu/zyuvvOIkEgnn4MGDQufNZrMOACebzQbOr9dLhl+abml7bfc7Juz86DyPVxlNfw4miZ5H5rroOvdgx8i8dJO5V3WVxy8dv/yKli1uwvpueJH9O96X1mdg+/btQyaTQV1dXf69VCqFGTNmoLm5GQDQ3NyMsrIyTJ8+Pb9PXV0dhg0bhpaWFtd0u7q6kMvlCl59iTbTnQDhI1F+abql7faeX2jEjds2XWUJsm/Qa+q23fTnYJLoeWSui65z+x0T5fXzy6NbuGuwEFjQ/MqETGW+JyaohHqD/J0RyUOYIee+tFZgmUwGAFBRUVHwfkVFRX5bJpPB+PHjC7aXlJSgvLw8v09/jY2NSKVS+VdVVZXObBMRkYWs6IW4cuVKZLPZ/OvAgQMF26P6lagqyC9y0ZacyXSo+MjcQ2GL8txxY6LFo3J9o/5stFZg6XQaANDR0VHwfkdHR35bOp3G4cOHC7Z/8cUXOHLkSH6f/kpLS5FMJgteREQ0tGmtwGpqapBOp9HU1JR/L5fLoaWlBbW1tQCA2tpadHZ2orW1Nb/P1q1b0dPTgxkzZujMDhERFbHAM3EcO3YMH330Uf7/+/btw549e1BeXo7q6mosXboU9957LyZOnIiamhqsWrUKlZWVmD17NgBg8uTJuPLKK3HTTTdh48aN6O7uxpIlSzB37lxUVlZqKxiJ6w1HMERDNnILp/Xey1F1LqCQOAFt27bNtbvpggULHMf5U1f6VatWORUVFU5paalzxRVXOO3t7QVpfPbZZ868efOcsWPHOslk0lm4cKFz9OhR4Tzo6H4ZN73XUXd6ImnqPjdREG5/T2SOcTvebz/RdOLChjyK0vF3POE49v3szuVySKVSVs2FGLb+szmI7CtzKwQ5D5EbrxZUkGPc9E1HpjUWt3ta5lrFlY6/41b0QiQiIuqPFRgREVnJ6uVUionujhS2hhUoGqqh4Lh2BBqsXOzcURzYAiMiIiuxAiMiIisxhEhKYZ+4hYxIzlD4HN3CiQwlqom6FzJbYEREZCW2wGJC96+XqH8Z0dAS9j2m2iHDq9MJW2Xiov7bwhYYERFZiRUYERFZaUiFEP1CA6pTKYmmLTr5qNsxMlPs+E0/ozKVj0w6fg/TTXwOXvlQDYOI5t1vP5lroHqMjDDCRkGuVdjCmqbNjd/3Tde9aAu2wIiIyEpWt8BSqVTB//1+SZj4pSGTplurQ7RF05fbMaItOa98iXDbV/R4lWODpGniGJV0TNyfqsfEdQaNsPIjE31Q/Z6o0BVFitvnLYstMCIishIrMCIispLVIUTbuYVyRMOGQdL2ez9u4QSTnTziVtaoxe16iHZuiSLfqt89kbRlwpcmOmSIdqKJ+v5hC4yIiKzECoyIiKzEECIR0SA4AXC8sQVGRERWKqoWWBQzDMTh15jqTBsqM3H4kZmJQ4buCV1lz23bTBwy1z/smTj8tuvuuDBYerrGasZBsaxUzRYYERFZiRUYERFZqahCiFE0002Mu9Cdh7hMYeR1rGoYg1NJqR0TtxCXaohb9ZxegoRgwxhDFdZ9oyvMr/OzYwuMiIisVFQtMCLA+2F73FoaZDeZjh/9t0VN1+w/osfqLDdbYEREZCVWYEREZCWrQ4jZbBbJZDL/f5tXGbUtvyaJdjIY7PPW3UlBZnLhKO/FsM6ta/xbFOv4iTKxTp3JyX5Nr28mem6RSZdzudyANR2DYguMiIisxAqMiIisZHUIsbf5KbpGkK7luIOk6Za21zEyU0CJvid7Hjcy53HbT2W9ryBjx8Iat+Z1L4Y1lZSuacAGE3RNLtXvVdhrYAW5frrWq/Oj+1qbuL5RhHrZAiMiIitZ3QLr34nDT5S/jPyO0fXwNayH5CoPp1UfbLv9UrbhQb+J1XajnIHEpCg6doR1/8ZBnDvOBMEWGBERWYkVGBERWcnqEGIxsaXJHgdD6VoNpbLaSGWi4bAmKQ5CZZ0/v/T8Jj6WwRYYERFZiS0wIiJJMq0KmZWdyR1bYEREZCVWYEREZKXAFdiOHTtw7bXXorKyEolEAi+++GJ+W3d3N5YvX46LLroIY8aMQWVlJb71rW/h0KFDBWkcOXIE9fX1SCaTKCsrw6JFi3Ds2LHAmU+lUmx6k5BEIsF7hQLrvW/8XqppO44TeQcOE3rL5TjOgLJms1nl9ANXYMePH8eUKVOwfv36Ads+//xztLW1YdWqVWhra8MLL7yA9vZ2XHfddQX71dfX491338WWLVuwefNm7NixA4sXL5YvBRERDTkJR6HaTyQS2LRpE2bPnj3oPrt378all16K/fv3o7q6Gu+//z7OP/987N69G9OnTwcAvPrqq7j66qvx6aeforKy0ve8vdPwB52JoxjomnPN5qVnVASZM1FlFecoP6e4fLa6VsGOY3fzMIRVbpX7ReVYHX/HjT8Dy2azSCQSKCsrAwA0NzejrKwsX3kBQF1dHYYNG4aWlhbXNLq6upDL5QpeREQ0tBmtwE6cOIHly5dj3rx5+Ro2k8lg/PjxBfuVlJSgvLwcmUzGNZ3GxkakUqn8q6qqymS2iYjIAsYqsO7ubtx4441wHAcbNmxQSmvlypXIZrP514EDBzTl0j59H4rGIZ0gZB5+u+2n8uC8b7ndXm77qp5HhUw6UXy2XlQ7O/h9TsXErWNHkHKLdjYZ7DxBRf2ZGBnI3Ft57d+/H1u3bi2Ib6bTaRw+fLhg/y+++AJHjhxBOp12Ta+0tBSlpaUmskpERJbS3gLrrbz27t2LX/7ylxg3blzB9traWnR2dqK1tTX/3tatW9HT04MZM2bozg4RERWpwC2wY8eO4aOPPsr/f9++fdizZw/Ky8sxYcIEfP3rX0dbWxs2b96MU6dO5Z9rlZeXY+TIkZg8eTKuvPJK3HTTTdi4cSO6u7uxZMkSzJ07V6gHYhxE2ctLV6+0KMogM+2OV35Vr0XQPAQRl16IOvKgaqj1Qozy74PMmmZR9ULUwglo27ZtDoABrwULFjj79u1z3QbA2bZtWz6Nzz77zJk3b54zduxYJ5lMOgsXLnSOHj0qnIdsNusAcLLZbNDsa9G3XDac2+2YoVqGwe5Pr5cMXddXVxmjoOvccSmPKJV8RlHGqPKr4++40jiwqAzlcWBEJkT+S7pfPmTyoDrTSu8543It/OgaZxcVK8aBERERmcAKjIiIrMT1wIjI2jAUoG8tLRsme7YlvBkWtsCIiMhKVrfAUqlUwf+L7ReJ6C/CYi63rgfrcXjgbfPEvKKiKKPJ6xJk8ucwmD6f6JCFOHyfALbAiIjIUqzAiIjISlaHEPuPH7At3OKn2MJMouGJvu+5hSpkZmbQfV2CXHOVcIto2n77mrhH3NKU+Zz8Pu+wuJ1bdTyaSjl0hc2DED1PXMbMsQVGRERWYgVGRERWsjqE2F+cw2ekny2ft8l8Bg35RHHuqNO04dy6iPbg1RX6i/qasQVGRERWKqoWGFFYov7lSfEVl3sjjA4x7MRBREQkgRUYERFZqShCiF7jHVTHD8nkwWvqFZ3n1J3eYHk0GYqQSTvsUEVcVrSmoUX1vvI6Xtc9G/W9zxYYERFZqShaYKIzEPht1zXa3a+lp7slqHo+0TK4bdc1Q4bMzBZB6O4qPFi5Ze5FlVadrmOCXNMwfnVHEdEQjQaENQuLib9NUbeYdGMLjIiIrMQKjIiIrFQUIUQvppvMJtcvEu08IDORrYk1mFQm1B1sm8x5ROla60lXGEnmcwrrs5OhK2wrGgI32enBb7/BPqegedLZkSoOoV7T2AIjIiIrsQIjIiIrFX0I0WYmQz229UYyEaoI6xrYPFlqHIS91psfmV6woscHCaW7pRd2eF2mx6bq9euLLTAiIrKS1S2wVCoFgL9SyV+UK/3qFvWD86FEV2vLls9JdHynTLl0trx6sQVGRERWYgVGRERWsjqEmM1mkUwmo84GhSCsMT42KKayxJ3MmE2Z41WYnGS7b/q6xo6yEwcREQ15VrfAiIiiZKJjQtzEuSMKW2BERGQlVmBERGQlq0OIvePAesWxiStKJRRhc7ndmHiAHOcwyFAX5WrmfkyECHWXQef10b3iuNdsQrlcbsDf8KDYAiMiIitZ3QKLqhu9iZVOda/Aa3qFXV0tGrd0TKxyq9KFN8rVcFVXXFY5d1hkZnNQXWpEZYkbk2SWU/FbHVymhRvn+6UvtsCIiMhKrMCIiMhKVocQ+wvrYW+UzWvVVYJ1PZQOe0mTKJdQMbF6dRjH6jjeS1y+b2F/Jn5UrovMcip++8UtTKoTW2BERGSlwBXYjh07cO2116KyshKJRAIvvvjioPvefPPNSCQSePjhhwveP3LkCOrr65FMJlFWVoZFixbh2LFjQbNCRERDWOAK7Pjx45gyZQrWr1/vud+mTZuwc+dOVFZWDthWX1+Pd999F1u2bMHmzZuxY8cOLF68OGhWBnAcJ/+KUiKRiO0UM32vkde16i2DXzlE94viGF1k7iuT96LftQjrexCX71vc8LqEJ/AzsKuuugpXXXWV5z4HDx7ELbfcgtdeew3XXHNNwbb3338fr776Knbv3o3p06cDAB599FFcffXV+MEPfuBa4REREfWn/RlYT08P5s+fjzvvvBMXXHDBgO3Nzc0oKyvLV14AUFdXh2HDhqGlpUV3diJRDL++RH9FhtU64a/aP+O1iJ8gEYK++8YtWuOWN9357U1DdRYOwEAvxDVr1qCkpAS33nqr6/ZMJoPx48cXZqKkBOXl5chkMq7HdHV1oaurK///XC6nL8NERGQlrS2w1tZWPPLII3jyySe1/qpobGxEKpXKv6qqqrSlTUREdtJagb3++us4fPgwqqurUVJSgpKSEuzfvx933HEHzj33XABAOp3G4cOHC4774osvcOTIEaTTadd0V65ciWw2m38dOHBAZ7aJiKTIhNTcOlLFJZToFpoW7fgV9BzZbFYpHUBzCHH+/Pmoq6sreG/WrFmYP38+Fi5cCACora1FZ2cnWltbMW3aNADA1q1b0dPTgxkzZrimW1paitLSUp1ZJSIiywWuwI4dO4aPPvoo//99+/Zhz549KC8vR3V1NcaNG1ew/4gRI5BOp/FXf/VXAIDJkyfjyiuvxE033YSNGzeiu7sbS5Yswdy5c9kDkYisIjNJdJwnW3bLm0p+Tc/WEjiE+NZbb2Hq1KmYOnUqAGDZsmWYOnUqVq9eLZzG008/jUmTJuGKK67A1VdfjcsvvxyPPfZY0KwQEdEQlnDiUvUHkM1mUVZWhgMHDkSynAoRUV99u4T7Pdtx6z6u43mQDqJd20Xz63Vdcrkcqqqq0NnZKd2l3soK7NNPP2VPRCKiInDgwAGcffbZUsdaWYH19PSgvb0d559/ftG0wnp/jbA88VNMZQFYnrgrpvJ4lcVxHBw9ehSVlZUYNkyuQ7yVy6kMGzYMZ511FgAgmUxa/yH3xfLEVzGVBWB54q6YyjNYWVRn4+ByKkREZCVWYEREZCVrK7DS0lLcfffdRTPAmeWJr2IqC8DyxF0xlcd0WazsxEFERGRtC4yIiIY2VmBERGQlVmBERGQlVmBERGQlVmBERGQlVmBERGQlVmBERGQlVmBERGSl/wczqqz1KAVGXAAAAABJRU5ErkJggg==\n", 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sCDJdk8nQisxUMTL58Zv+R/exJsogSlcHHF1lUC2rymcXlig+bxPXP27XtVdc8xUUW2BERGQlq1tg/SfzVaXSsUNm5gCTswn4bZeZdNbkZL6DncctTV0tZRVBlvtQiRAEmaA66mVhZBVLa4DCxxYYERFZiRUYERFZyeoQoo5OHG5kwlV+k9+KPjhXDQmFFV7z2lfmAbyu8KUJqrOA6MpnXDpfMORHccEWGBERWcnqFphXJw5drTKVjh26uqfHkcrKzn2prCIcpLWqu9UWxXIftonbzCBUfNgCIyIiK7ECIyIiK1kdQuzficPkcilBVnaOW8gkyuVATM4uEeWMCFHODBJElGG8uFyDYhDXcGzUoXK2wIiIyEqswIiIyEpWhxD790KMYlyQrlBllCsyy/SqDHtFZjfFPJWU6lg50WPjsD6UzHhIk9OwBelZG1bvV91/26IO/enCFhgREVnJ6hZYf7paQaq/sEy2gnTRlccg6ahMjKzrF6zqjB9hfU5ev9xVZwHpe4wNK/PakEdbFNtEzGyBERGRlViBERGRlYoqhKj6AF00RCazXlVYY8dUOmQEyY+uThyiYVvVh84yD9NFJyxWKbdbHgfbbnIV4iDfk7DDRrrXWBvKwuq0E9a4NbbAiIjISkXVAnOj64F3kF8Sti33YVJYS4lEuaSJCXGdeYFIRFj3LVtgRERkJVZgRERkJatDiF6T+foRnbXA5CSzOkf8q5zH78GuaCcPmYftop1BgnR6MBl+c0tb5vPW1WFDZT01mXSCnEdX2m55N9mhJe5pqii20DRbYEREZCVWYEREZCWrQ4j9J/N1M1jYxivUoTPk4ZUnE9MwiR6rOo5JZryZ17GqE976pWmyF6LoeWTyo2t8nM5eqaLnMSnKyXyjTlOFzHR5ccYWGBERWUl7BdbY2IhLLrkEp59+OsaPH4/Zs2ejvb29YJ8TJ06goaEB48aNw9ixYzFnzhx0dHQEPlc2mx3wML3/K5FI5F+iZI7x45Ynt/yqvnSVse92lWuherxXuXTlTeaYIOd22080Hbf7Jmpuedf1cuN3f+u+Lia+/2SG9gps+/btaGhowM6dO7FlyxZ0d3fja1/7Go4fP57f5/bbb8fLL7+M559/Htu3b8ehQ4dwww036M4KEREVsYRjOAD6u9/9DuPHj8f27dvx13/918hms/iLv/gLPPPMM/j6178OAPjggw8wefJkNDc34ytf+YpvmrlcDqlUakA3etU502TiwzLPgsLu5h2XX5K6591TTUdllhWZ8wQhml/V52pxIzNvpNd+QagO3/BKM27PmeLwDKz/33EZxjtxZLNZAEB5eTkAoLW1Fd3d3airq8vvM2nSJFRXVwtXYL28OnGoTC0U5APV/VBU9Y+dX350f6FkrrPMj4IgY4FEy2hyjJ/qMaLpmEw7LG6dg/wqabftMp2V/L47fve3iUovDLoq+6jLYrQC6+npwdKlSzFz5kxceOGFAIBMJoORI0eirKysYN+KigpkMhnXdLq6utDV1ZX/fy6XM5ZnIiKyg9EKrKGhAe+88w7eeOMNpXQaGxtxzz33aMpVMGH90tAV+vPLr0oozUQrMw6//KP+FeklrGvldh6vThWmyLTORfMjE+4zOeSA1BnrRr9kyRJs3rwZ27Ztw9lnn51/P51O4+TJk+js7CzYv6OjA+l02jWtlStXIpvN5l8HDhwwlW0iIrKE9grMcRwsWbIEmzZtwtatW1FTU1Owfdq0aRgxYgSampry77W3t+OTTz5BbW2ta5qlpaVIJpMFLyIiGtq0hxAbGhrwzDPP4KWXXsLpp5+ef66VSqUwevRopFIpLFq0CMuWLUN5eTmSySRuueUW1NbWBurA4cZE76qwOju47ScayhDt9ND3/SAdP7zes4VXueMiytCqiQ4vKoKEL3WFgmV6yfoJI0ytet/EJaQvQ3sFtmHDBgDA3/zN3xS8/8QTT+Af/uEfAAAPPfQQhg0bhjlz5qCrqwuzZs3Cj3/8Y91ZISKiImZ8HJgJveMHVOgutuq4FZntokS70ZsYUyRzHr8OBSoP4+N8u6uWW+Y8Xmnb0oEk7KEhfsK+76JogekolxXjwMIUx8G7vWTyJvrFNt1z0Ss/MqKoROJccfWKQ4/MwfIRdpjJ75428f2O29+MsNjw3RgMJ/MlIiIrFVULrJiJjlERfRgv84s6Lr/UTEwB1UtX+MfmB+OioiijyZCcrmnA/NL0EtYMOiLnNH2sDmyBERGRlViBERGRlYo2hGhiTEcciDbZwxrTFUVPP5UxSzITNcuwbZJdmWsal844ceuF6JaWapg+yum7TB2rA1tgRERkJatbYP3XA4tba0vXelWDbfc652D7i44DE81jkO1e5wmStuhQApOzbpgYeyNzXUx0xtHVeUX0fKqdJ3R/tjqveRyGHLjtq3r/Rt3y6sUWGBERWYkVGBERWcnqEKIKr1CHzLRFfu/5HevX6SToFFAyK8n6MRmilQkZ+a2ca2L9MtHtQcI6oveiH92fj670VEPTfmnp7ryhMzwW9hRmcQnthYUtMCIislLRtsB0/YLVNYmu6LllfrlHMXuESmeQvmydGcSvk4zIvrLnCdKiUZm1JOzZNfoKEvmQmWXF61idQ1Di2iIyMeSAM3EQEREJYgVGRERWKqoQol9zX9fDZJVOGoMdLxOq0DVORxeZdaZk0jYxhk3lWNX7QXS72zaVsYKy+4Ux7iqskLJMuFVXqD0Ik7ONxDXMKYItMCIishIrMCIispLVIcRUKlXwf5nxUG6imJJKZb2vIOOMVMaJhbUulsyExUHS9OIXUtIVZhLdbnN4x0RILgxxyw8Qn3x4ieK6sQVGRERWsroF1n8yX11LPphuaYiOfRL95a46dswr7SD8yqXyOQXpoKPSapPpDCLaKlad1Dasjj66fj2rdL6QiUSoMtFZJGg+Zb47MlQ7AsUFW2BERGQlVmBERGQlq0OIQZkYKyQ6/ZRomC+sEIIM1am2vEKMOsMYXtffxPXzC+t67SeTTpA0ZZgcU+d3PtH7QXUCZZWwr8lxYIPtF8Y1lxF1yJEtMCIislJRtcBMLP8Q1q9at/OpdEwwvQSIKJl8hDWMQXUSWZXzqKSj81evzHAT3Z+PaitTV+ctHcfGXRRDhExiC4yIiKzECoyIiKxUFCFE0fBaWKEBXZOqmgiDyIwDCzojhd8ksLrWs1INh5gcUxO3MJTONa7CCEOZGN+mek6Zc8ftPlCZoSiIsL4HbIEREZGVWIEREZGViiKEqGs9JpNsm65F18TIg6UZByamKIrrZxvXfFG4wvoOcjJfIiIiD0XRAvMiM7ZJ5iGtrnE0qhPhmpiBQKUjhcykrCbHzPmlo3PfoMfomkjYxHlUzxlU2LOBDBXFdt3YAiMiIiuxAiMiIitZHULsXZFZZv0nr3BWkMlFdU/mq2syz7A6XAS5Fm7XUmUC1SCfrVfafmSuZRTTcrmdW3Rfv8/EJBPrpMkwsYK0reMCw05HFltgRERkJatbYP1XZHYj86A/yMNyXcuBqP7KD7JN5Ny6fvXK7Ce6rIhq5xUTMy+YOF53On0FjUSY4Pd5q+TDb1YYv/dUxa3l1cv0PcmZOIiIiDywAiMiIisZr8AeeOABJBIJLF26NP/eiRMn0NDQgHHjxmHs2LGYM2cOOjo6AqedSqWkHzgnEokBL5V0TKQtc26v/XTmxy1Nx3F8O9R4dbwwea1MEs27335u22WOUeV3T+s+d+990z9sqDttt/P0ZeL+i+s9bfr75ve3QBejFdju3bvxk5/8BF/60pcK3r/99tvx8ssv4/nnn8f27dtx6NAh3HDDDSazQkRERcZYBXbs2DHU19fj8ccfxxlnnJF/P5vN4j/+4z/w4IMP4m//9m8xbdo0PPHEE3jzzTexc+dO7fmQ+aVhS2tA5Nek7C93mVZb/5aY4zhGWriiZfA7RiZfKtfFRDpREC2P6Ev13DR0GavAGhoacM0116Curq7g/dbWVnR3dxe8P2nSJFRXV6O5udk1ra6uLuRyuYIXERENbUa60T/33HNoa2vD7t27B2zLZDIYOXIkysrKCt6vqKhAJpNxTa+xsRH33HOPiawSEZGltFdgBw4cwG233YYtW7Zg1KhRWtJcuXIlli1blv9/LpdDVVWVlrRF9Q1b6BrbJJOmDJMT88qs7CyTX9VrJZPfODAxo4dqGcMI4UXxOQyFFZl7xTVfQWkPIba2tuLw4cP48pe/jJKSEpSUlGD79u1Yt24dSkpKUFFRgZMnT6Kzs7PguI6ODqTTadc0S0tLkUwmC15ERDS0aW+BXXHFFfjNb35T8N7ChQsxadIkLF++HFVVVRgxYgSampowZ84cAEB7ezs++eQT1NbW6s4OEREVKe0V2Omnn44LL7yw4L0xY8Zg3Lhx+fcXLVqEZcuWoby8HMlkErfccgtqa2vxla98JdC5wpxKym9f1RBjWETzKxPGc/sc/EKnXun55SfKKZqiCCOFNf2RTD7cyHzO9Gcyf1Nkwrs2fyaRzIX40EMPYdiwYZgzZw66urowa9Ys/PjHP44iK0REZKmEY2H1m8vl8kup6KRrORVd53bb7kb1V1fY42ricm63PARZSkMmfVFe6ahOdCvaKg5LkGtmsgOUaMte5n7RNcG36v3pxuQk0V5p9/4d742kyeBciEREZCVWYEREZKWiXw/MT1hjP2TGQKlQ7Yjil6bKNVcNYakcE3SbatpxJNoZxHTY3EuQTj1hnVPm3Cr5NNG5SHcHqMHukbC+E2yBERGRlaxugfV25FDp4CDTNVzmQarJX7B+Xd5Fj9F1br99++4n8+Bchu6H6X7b49wqk2kBh93JI8j3slg7cZiguxNM1OViC4yIiKzECoyIiKxkdQixl+6xDyZm4gg7ROO1Tthg+8qEbWTGRUVBJTxsopOH37VU+Zxk8mP6ob7KMW7bw+rEoRo+DuP+j2IWoLiERtkCIyIiK7ECIyIiK1kdQlSZzDcObJuIVTQ9v1CYDBOT+UYZ/lAJ40UdtvHi930TLXdcyhhlPmQmHw9rKqm4fD5sgRERkZWsboH1n9A3yEPYoA/JVVcrNjnOSXVcmkqafr+eRa9lkEmMVcZyyUwc65dOlKttu4nLCtMmO3GEJcrJcUWjDjqvj+jfCtGxrqY/L7bAiIjISqzAiIjISlaHEEXWkVF9QCnTFDb5UFQmXBWXiU9VpuUy2WFD9bONshNCWGOkRM892Hav/aKYuFdUnMfHuW2Tmc5NZtya36OVsD4ztsCIiMhKVrfAeul+0KprRWYTD/pVWywqk+fKPFR2Oz5IN3td3f5VfhGqpq17suQg5zPxSzhIJxyR/eLSJVsXXa3iKCJBQUX92bEFRkREVmIFRkREViqKEKJoONDvfV0P+t3OYXJGEL+0VUI+JtLRJY7X18QYIN3Hxm1GGjc2rwcW5awxUYf0wsYWGBERWYkVGBERWakoQoi2hURktrsRnebK69ggx8d5YmSZ6b/IjmsVl6mxvNiQx2LEFhgREVmpKFpgMp04wqY6I4VK2kNNXFaLJT1s+BxtyGMxYguMiIisxAqMiIisZHUIUWQ9MF10jv3QNXGvW3pB1ucKmh83qmOORKfVinLSWjcyE6jqPKdK2lFOPuxG5rMNa4JqmSmyZCbHVQl7m5ySbrB94xKmZwuMiIisZHULLIzlVPzSUZmYVyYfQbZ7Uc1v0MmQ/Y6N4he3zPAB0bzruh9MzjihM00VqhNLmxTWDBiik4aH1XoW/T5GfS+xBUZERFZiBUZERFayOoToJS4PGb3oWiPMZH76v9+f6dCe7vTjPGNHWGHHOH8nekXxmcRlvbWw2VwetsCIiMhKRdsCs+GXhG2/jmUeaOtqZYa1fEaUrbE4f/Zhi+Iz4ZIl9mELjIiIrMQKjIiIrFS0IcSwxW1cit/xQcbW6J6pI4oxX15MrOwc5crMxRbiKrbyeBlKZdWBLTAiIrISKzAiIrKSkQrs4MGD+OY3v4lx48Zh9OjRuOiii/DWW2/ltzuOg9WrV2PChAkYPXo06urqsHfvXhNZCU0ikci/4nyeMPJoguM4+ZdJfa+vyvl03Q8y6YR1L4alb3mKqVxuoihjWN8tE7RXYH/4wx8wc+ZMjBgxAq+88gree+89/PCHP8QZZ5yR32ft2rVYt24dNm7ciJaWFowZMwazZs3CiRMndGeHiIiKVMLRXO2uWLEC//d//4fXX3/ddbvjOKisrMQdd9yBf/qnfwLwp0l5Kyoq8OSTT2Lu3Lm+58jlckilUkKT+Q5GtBODzISvUQpr4lPdM53EZWxYkHN6CWtpH9F8BLlWNsxiE2dxntnC5GcbtNw6/o5rb4H94he/wPTp0/GNb3wD48ePx9SpU/H444/nt+/btw+ZTAZ1dXX591KpFGbMmIHm5mbXNLu6upDL5QpeREQ0tGmvwD7++GNs2LABEydOxGuvvYbvfOc7uPXWW/HUU08BADKZDACgoqKi4LiKior8tv4aGxuRSqXyr6qqKt3ZJiIiy2gfB9bT04Pp06fj/vvvBwBMnToV77zzDjZu3IgFCxZIpbly5UosW7Ys//9cLoeqqiqhFZmDPvyW5Re6i8vEvV4hBF0rC5t4AB1kxWYvula89Tuf6jXQVUaZfKiusq37fLaJc3lM5q0o1gObMGECzj///IL3Jk+ejE8++QQAkE6nAQAdHR0F+3R0dOS39VdaWopkMlnwIiKioU17BTZz5ky0t7cXvPfhhx/inHPOAQDU1NQgnU6jqakpvz2Xy6GlpQW1tbWBzpXNZgu6gMp0Qe17vFtXUq/3vGauCHqMCrdyBylPWFTOrXr9dJW7fxd7r89ZRzd8N7L3qq1dpW0TZXd/vyEHxTYMQXsI8fbbb8dll12G+++/HzfeeCN27dqFxx57DI899hiAP13ApUuX4t5778XEiRNRU1ODVatWobKyErNnz9adHSIiKlLaK7BLLrkEmzZtwsqVK/Hv//7vqKmpwcMPP4z6+vr8PnfddReOHz+OxYsXo7OzE5dffjleffVVjBo1Snd2iIioSGkfBxaG3vEDvbyKoDpmxmu/IOn7HRP2Gleq+ZFZS8ur80qQThpRduLwS1O0k4zMdtH8uOXNKxwpm6ZJuq6VzDmDdGKxdUxdHMaqxXIcGBERURhYgRERkZWsXg+sf9PTrVmsGu7Tua/KMUGphoRkQgy69wtyTNhhEL8xfn7HyGyXIRoeFg2DhiWKa2Xi/o1b6LBXXPMVFFtgRERkJatbYEGp/OqIw0NPkXyIPlRWTUf3NdD54Fw0Hb98yHSI8TqnrllAZK5V3DppBBHWBNW6qNyrfquDx63cfp2DTGMLjIiIrMQKjIiIrFRUIURdnRGChG1UwhsmOkr4hRpUxhfJjHdyO15m0mCVsV99j9f1AF5mnJJqfv1Cml5l1BnSCXsy37iFzfyo5Ffme9tXlOvqRfE5sQVGRERWKqoWWF9uvxJ1LRcic26Z7vy6hJWfYpokNAjR4RtBrrnJa6naOgwDZ+IQN9RaXX2xBUZERFZiBUZERFYqihCiTDPdZNPXxEN9L6qTD+vKj6504jLmTpRq2MbrepkI9ap28ohDuJEzcYR7jrhiC4yIiKzECoyIiKxUFCFEr5BIXMJRYYUsw+ppaZINeVQlsybaUDLUy29asVxftsCIiMhKRdECE32oHOU4MNV0VGbQ0DUOLKyxS2G1RHSN0VHNr8ysJipsGwfWl8nWqq3jwGQUS2ufLTAiIrISKzAiIrJSUYQQwwq9eJ3bxEN5Xceormelcm6Z/WQ+u7Cvb5DP1i9M53W8ic9O1zgwmSmedE1gzXFgauKar6DYAiMiIisVRQvMTdgTVAb5lajrob3oxLFux5h8CO52PhNUOkyIpOl1LVUf9Mu0TuLS3V60xSiz3Y1tKzK7kemQJXov6upEJHN81PciW2BERGQlVmBERGSlog0hhrVSssx5vEJBYTXDZcKXfiENt3LJjDmS+Zz8yFxf0Wsk03FGdExdkLTDunfCWJHZthChH9UOIiphW9lzmj5WB7bAiIjISkXbAlNpbUXZ5V0XXd2VZag+yBfNe5QtjiDd21XyqRoNcKM6e0TUv7rJPJOzy+jEFhgREVmJFRgREVmpqEKIuiYplWk+61oVWUZYk/mqhrB0deIIa6YOXXlQyW+Q+0Z0tW3R70nYs9kMdm4TY5/cFMNkvqrjzUSOFRFWedkCIyIiK7ECIyIiKxVVCFF1yh/RY2T3VTlGND2VcWk682HyfHHoBRckBKv7+poYZxdkOrIwhHXPyqQZ58l8w+5xHDW2wIiIyEpF1QKLcuxT3JguV9jXzcRyNarju0TTDvsBftw6DAw1JibHjUOr2I3MEkE6sQVGRERWYgVGRERWKqoQYlymFoqDsDoWhCWKsSpe448Gmyoq7FCPLZ0ZhhKbJ8dVwfXAiIiIBGmvwE6dOoVVq1ahpqYGo0ePxnnnnYfvfe97A36xrl69GhMmTMDo0aNRV1eHvXv36s6KMY7j5F+iEolE/hWGvnl0e/kJO79x5nct3LaHdf36nsfrJfPZU3zE9Xsr87dQJ+0V2Jo1a7Bhwwb86Ec/wvvvv481a9Zg7dq1ePTRR/P7rF27FuvWrcPGjRvR0tKCMWPGYNasWThx4oTu7BARUZHS/gzszTffxPXXX49rrrkGAHDuuefi2Wefxa5duwD8qcZ++OGH8a//+q+4/vrrAQD/9V//hYqKCrz44ouYO3eu7iwREVER0t4Cu+yyy9DU1IQPP/wQAPCrX/0Kb7zxBq666ioAwL59+5DJZFBXV5c/JpVKYcaMGWhubg50rlQqFSi84/dSESSEEyRPOvItk6ZbaEBX3kyE3ETzIXOeICFYr31lrovfOfzO7Zdf0WtlMjQlc24T+ZH5PulKUxfRkF7YoUZTtLfAVqxYgVwuh0mTJmH48OE4deoU7rvvPtTX1wMAMpkMAKCioqLguIqKivy2/rq6utDV1ZX/fy6X051tIiKyjPYW2M9//nM8/fTTeOaZZ9DW1oannnoKP/jBD/DUU09Jp9nY2IhUKpV/VVVVacwxERHZKOFo7j5SVVWFFStWoKGhIf/evffei5/+9Kf44IMP8PHHH+O8887D22+/jYsvvji/z1e/+lVcfPHFeOSRRwak6dYCc6vEdK7jE1SQtHU32/3GIYmeT+b6iYS7wmDysy02fp+j32cb9ndHNG+q+TKZJu/JgXK5HFKpFLLZLJLJpFQa2ltgn3/+OYYNK0x2+PDh6OnpAQDU1NQgnU6jqakpvz2Xy6GlpQW1tbWuaZaWliKZTBa8iIhoaNP+DOzaa6/Ffffdh+rqalxwwQV4++238eCDD+Lb3/42gD/9Ilm6dCnuvfdeTJw4ETU1NVi1ahUqKysxe/bsQOdSqbl1/dpyS0cmbb8Jak38OuwvrFakaAtAR/q60hQ9n1+HCa/9ZK6B6nVTabHr4nctZI53I3qtoozk+NF17mKJWGivwB599FGsWrUK3/3ud3H48GFUVlbiH//xH7F69er8PnfddReOHz+OxYsXo7OzE5dffjleffVVjBo1Snd2iIioSGl/BhYG2dipiec1Ms+XvFoIqi0wXb+oVX8Vi6ZjcmkUv3zoYlsLzO9eisNzTb/nbyaulejzKplIha5rVkwtMB3PwIpqMt9iMNjNJPqH0eu9wdJTqYSjDD2FJco/WH758XtftEOGTAedsOi6lhb+Vh+gGMqgEyfzJSIiK1ndAkulUgX/L4ZfJ6phurBbRqppx+VXvpcg91UY9+Bgn61ox4T+M1r0J3oPmQhDyUQTaOhiC4yIiKzECoyIiKxkdQWWzWYjX4/GJL+yxaHcqtc/DmUgd30nfHX7nE1892TSK4ZJaUmO1RUYERENXazAiIjISlb3QhQRxfQ8MtNG+R2rEqaRyY+u6bCCDN4NKoqwkcx1kelZ59UTUDVkZ7LHoAy3/EQRVhY9Z9x6pcqIa76CYguMiIisVFQtsDhMj2JanMsYVotoKDywj8M0QX7Tmg2FWVhkFMNkv7acmy0wIiKyEiswIiKyUlGFEOMWUjMhzmUMaxLYuE02GzdhTX5rYgJgk5Mhh7VOXJTf0aF2brbAiIjISkXRAoty8lFRJs9dbC2ROHdUCUsYy7LopHsdOhP3gC3XMqih/H1hC4yIiKzECoyIiKxUFCHEXkFCFkFDNMXSTI8yNMWVn8XZeo/p6thha/lVBVlJ3e29oXat2QIjIiIrFUULzOsXhK6WU1zmn/NLW+YXHJEJQ7X1rPI3R2a17aGMLTAiIrISKzAiIrJSUYQQ3QyFUIVtZB7qez20LubP2LZxYF78JgUuNlGOWyuG+yUItsCIiMhKrMCIiMhKRRtCHAphJipexRoKYs860oktMCIispLVLbBUKlXwf79R6qKCHKPrV6RKS7FvHvwmQ/UamyNTbrfz+KWjukyH6Hnc0oxiPJ/Jh/oyaasuK2Ky5eQ3dsyGyEoxTRTud86oW9FsgRERkZVYgRERkZWsDiFms1kkk8mosyFNNYynek6v91TSU6U7jzqOLyYmJrBWuX/9zjPUVhn24hf+DSucGJfrwhYYERFZyeoWWC+vB7qmJ7rV9TDZ7dyiv6aC/CqT2W4yHb+H8jKtBdF0dLV6VT6nvseolMHv3H7H+J1btJUkkx+ZTj1Bjhclej+E1TJ1o9pBqlexDGdgC4yIiKzECoyIiKxkdQix/zgwN6qhKT+ioROZ8Jvf8aJUw3heaZoIobqlGSSM5BW2CZK2aPhH9PqqjrMTPXcQXvdlWKv7io776/u+iQ5QoveL33a3cZmiVO9FUaodP1THEurCFhgREVmJFRgREVnJ6hCiTePARMNQQUKRMiEPkTyoHqMa9lLtaWZrr6qw8h236yMaEu77/lAb7xQ3cZnSiy0wIiKyUuAKbMeOHbj22mtRWVmJRCKBF198sWC74zhYvXo1JkyYgNGjR6Ourg579+4t2OfIkSOor69HMplEWVkZFi1ahGPHjikVREQikfB8qaTpd54g273O4zhO/iWy/2CvvumI5sfvmKBl6buvrs/BL099y+D2ciuvTHnc0vQro2g6fscEya/u74MMmXtV9F4MUkbRayBzr4tSvRdFDXZ9g1I5VofAFdjx48cxZcoUrF+/3nX72rVrsW7dOmzcuBEtLS0YM2YMZs2ahRMnTuT3qa+vx7vvvostW7Zg8+bN2LFjBxYvXixfCiIiGnocBQCcTZs25f/f09PjpNNp5/vf/37+vc7OTqe0tNR59tlnHcdxnPfee88B4OzevTu/zyuvvOIkEgnn4MGDQufNZrMOACebzQbOr9dLhl+abml7bfc7Juz86DyPVxlNfw4miZ5H5rroOvdgx8i8dJO5V3WVxy8dv/yKli1uwvpueJH9O96X1mdg+/btQyaTQV1dXf69VCqFGTNmoLm5GQDQ3NyMsrIyTJ8+Pb9PXV0dhg0bhpaWFtd0u7q6kMvlCl59iTbTnQDhI1F+abql7faeX2jEjds2XWUJsm/Qa+q23fTnYJLoeWSui65z+x0T5fXzy6NbuGuwEFjQ/MqETGW+JyaohHqD/J0RyUOYIee+tFZgmUwGAFBRUVHwfkVFRX5bJpPB+PHjC7aXlJSgvLw8v09/jY2NSKVS+VdVVZXObBMRkYWs6IW4cuVKZLPZ/OvAgQMF26P6lagqyC9y0ZacyXSo+MjcQ2GL8txxY6LFo3J9o/5stFZg6XQaANDR0VHwfkdHR35bOp3G4cOHC7Z/8cUXOHLkSH6f/kpLS5FMJgteREQ0tGmtwGpqapBOp9HU1JR/L5fLoaWlBbW1tQCA2tpadHZ2orW1Nb/P1q1b0dPTgxkzZujMDhERFbHAM3EcO3YMH330Uf7/+/btw549e1BeXo7q6mosXboU9957LyZOnIiamhqsWrUKlZWVmD17NgBg8uTJuPLKK3HTTTdh48aN6O7uxpIlSzB37lxUVlZqKxiJ6w1HMERDNnILp/Xey1F1LqCQOAFt27bNtbvpggULHMf5U1f6VatWORUVFU5paalzxRVXOO3t7QVpfPbZZ868efOcsWPHOslk0lm4cKFz9OhR4Tzo6H4ZN73XUXd6ImnqPjdREG5/T2SOcTvebz/RdOLChjyK0vF3POE49v3szuVySKVSVs2FGLb+szmI7CtzKwQ5D5EbrxZUkGPc9E1HpjUWt3ta5lrFlY6/41b0QiQiIuqPFRgREVnJ6uVUionujhS2hhUoGqqh4Lh2BBqsXOzcURzYAiMiIiuxAiMiIisxhEhKYZ+4hYxIzlD4HN3CiQwlqom6FzJbYEREZCW2wGJC96+XqH8Z0dAS9j2m2iHDq9MJW2Xiov7bwhYYERFZiRUYERFZaUiFEP1CA6pTKYmmLTr5qNsxMlPs+E0/ozKVj0w6fg/TTXwOXvlQDYOI5t1vP5lroHqMjDDCRkGuVdjCmqbNjd/3Tde9aAu2wIiIyEpWt8BSqVTB//1+SZj4pSGTplurQ7RF05fbMaItOa98iXDbV/R4lWODpGniGJV0TNyfqsfEdQaNsPIjE31Q/Z6o0BVFitvnLYstMCIishIrMCIispLVIUTbuYVyRMOGQdL2ez9u4QSTnTziVtaoxe16iHZuiSLfqt89kbRlwpcmOmSIdqKJ+v5hC4yIiKzECoyIiKzEECIR0SA4AXC8sQVGRERWKqoWWBQzDMTh15jqTBsqM3H4kZmJQ4buCV1lz23bTBwy1z/smTj8tuvuuDBYerrGasZBsaxUzRYYERFZiRUYERFZqahCiFE0002Mu9Cdh7hMYeR1rGoYg1NJqR0TtxCXaohb9ZxegoRgwxhDFdZ9oyvMr/OzYwuMiIisVFQtMCLA+2F73FoaZDeZjh/9t0VN1+w/osfqLDdbYEREZCVWYEREZCWrQ4jZbBbJZDL/f5tXGbUtvyaJdjIY7PPW3UlBZnLhKO/FsM6ta/xbFOv4iTKxTp3JyX5Nr28mem6RSZdzudyANR2DYguMiIisxAqMiIisZHUIsbf5KbpGkK7luIOk6Za21zEyU0CJvid7Hjcy53HbT2W9ryBjx8Iat+Z1L4Y1lZSuacAGE3RNLtXvVdhrYAW5frrWq/Oj+1qbuL5RhHrZAiMiIitZ3QLr34nDT5S/jPyO0fXwNayH5CoPp1UfbLv9UrbhQb+J1XajnIHEpCg6doR1/8ZBnDvOBMEWGBERWYkVGBERWcnqEGIxsaXJHgdD6VoNpbLaSGWi4bAmKQ5CZZ0/v/T8Jj6WwRYYERFZiS0wIiJJMq0KmZWdyR1bYEREZCVWYEREZKXAFdiOHTtw7bXXorKyEolEAi+++GJ+W3d3N5YvX46LLroIY8aMQWVlJb71rW/h0KFDBWkcOXIE9fX1SCaTKCsrw6JFi3Ds2LHAmU+lUmx6k5BEIsF7hQLrvW/8XqppO44TeQcOE3rL5TjOgLJms1nl9ANXYMePH8eUKVOwfv36Ads+//xztLW1YdWqVWhra8MLL7yA9vZ2XHfddQX71dfX491338WWLVuwefNm7NixA4sXL5YvBRERDTkJR6HaTyQS2LRpE2bPnj3oPrt378all16K/fv3o7q6Gu+//z7OP/987N69G9OnTwcAvPrqq7j66qvx6aeforKy0ve8vdPwB52JoxjomnPN5qVnVASZM1FlFecoP6e4fLa6VsGOY3fzMIRVbpX7ReVYHX/HjT8Dy2azSCQSKCsrAwA0NzejrKwsX3kBQF1dHYYNG4aWlhbXNLq6upDL5QpeREQ0tBmtwE6cOIHly5dj3rx5+Ro2k8lg/PjxBfuVlJSgvLwcmUzGNZ3GxkakUqn8q6qqymS2iYjIAsYqsO7ubtx4441wHAcbNmxQSmvlypXIZrP514EDBzTl0j59H4rGIZ0gZB5+u+2n8uC8b7ndXm77qp5HhUw6UXy2XlQ7O/h9TsXErWNHkHKLdjYZ7DxBRf2ZGBnI3Ft57d+/H1u3bi2Ib6bTaRw+fLhg/y+++AJHjhxBOp12Ta+0tBSlpaUmskpERJbS3gLrrbz27t2LX/7ylxg3blzB9traWnR2dqK1tTX/3tatW9HT04MZM2bozg4RERWpwC2wY8eO4aOPPsr/f9++fdizZw/Ky8sxYcIEfP3rX0dbWxs2b96MU6dO5Z9rlZeXY+TIkZg8eTKuvPJK3HTTTdi4cSO6u7uxZMkSzJ07V6gHYhxE2ctLV6+0KMogM+2OV35Vr0XQPAQRl16IOvKgaqj1Qozy74PMmmZR9ULUwglo27ZtDoABrwULFjj79u1z3QbA2bZtWz6Nzz77zJk3b54zduxYJ5lMOgsXLnSOHj0qnIdsNusAcLLZbNDsa9G3XDac2+2YoVqGwe5Pr5cMXddXVxmjoOvccSmPKJV8RlHGqPKr4++40jiwqAzlcWBEJkT+S7pfPmTyoDrTSu8543It/OgaZxcVK8aBERERmcAKjIiIrMT1wIjI2jAUoG8tLRsme7YlvBkWtsCIiMhKVrfAUqlUwf+L7ReJ6C/CYi63rgfrcXjgbfPEvKKiKKPJ6xJk8ucwmD6f6JCFOHyfALbAiIjIUqzAiIjISlaHEPuPH7At3OKn2MJMouGJvu+5hSpkZmbQfV2CXHOVcIto2n77mrhH3NKU+Zz8Pu+wuJ1bdTyaSjl0hc2DED1PXMbMsQVGRERWYgVGRERWsjqE2F+cw2ekny2ft8l8Bg35RHHuqNO04dy6iPbg1RX6i/qasQVGRERWKqoWGFFYov7lSfEVl3sjjA4x7MRBREQkgRUYERFZqShCiF7jHVTHD8nkwWvqFZ3n1J3eYHk0GYqQSTvsUEVcVrSmoUX1vvI6Xtc9G/W9zxYYERFZqShaYKIzEPht1zXa3a+lp7slqHo+0TK4bdc1Q4bMzBZB6O4qPFi5Ze5FlVadrmOCXNMwfnVHEdEQjQaENQuLib9NUbeYdGMLjIiIrMQKjIiIrFQUIUQvppvMJtcvEu08IDORrYk1mFQm1B1sm8x5ROla60lXGEnmcwrrs5OhK2wrGgI32enBb7/BPqegedLZkSoOoV7T2AIjIiIrsQIjIiIrFX0I0WYmQz229UYyEaoI6xrYPFlqHIS91psfmV6woscHCaW7pRd2eF2mx6bq9euLLTAiIrKS1S2wVCoFgL9SyV+UK/3qFvWD86FEV2vLls9JdHynTLl0trx6sQVGRERWYgVGRERWsjqEmM1mkUwmo84GhSCsMT42KKayxJ3MmE2Z41WYnGS7b/q6xo6yEwcREQ15VrfAiIiiZKJjQtzEuSMKW2BERGQlVmBERGQlq0OIvePAesWxiStKJRRhc7ndmHiAHOcwyFAX5WrmfkyECHWXQef10b3iuNdsQrlcbsDf8KDYAiMiIitZ3QKLqhu9iZVOda/Aa3qFXV0tGrd0TKxyq9KFN8rVcFVXXFY5d1hkZnNQXWpEZYkbk2SWU/FbHVymhRvn+6UvtsCIiMhKrMCIiMhKVocQ+wvrYW+UzWvVVYJ1PZQOe0mTKJdQMbF6dRjH6jjeS1y+b2F/Jn5UrovMcip++8UtTKoTW2BERGSlwBXYjh07cO2116KyshKJRAIvvvjioPvefPPNSCQSePjhhwveP3LkCOrr65FMJlFWVoZFixbh2LFjQbNCRERDWOAK7Pjx45gyZQrWr1/vud+mTZuwc+dOVFZWDthWX1+Pd999F1u2bMHmzZuxY8cOLF68OGhWBnAcJ/+KUiKRiO0UM32vkde16i2DXzlE94viGF1k7iuT96LftQjrexCX71vc8LqEJ/AzsKuuugpXXXWV5z4HDx7ELbfcgtdeew3XXHNNwbb3338fr776Knbv3o3p06cDAB599FFcffXV+MEPfuBa4REREfWn/RlYT08P5s+fjzvvvBMXXHDBgO3Nzc0oKyvLV14AUFdXh2HDhqGlpUV3diJRDL++RH9FhtU64a/aP+O1iJ8gEYK++8YtWuOWN9357U1DdRYOwEAvxDVr1qCkpAS33nqr6/ZMJoPx48cXZqKkBOXl5chkMq7HdHV1oaurK///XC6nL8NERGQlrS2w1tZWPPLII3jyySe1/qpobGxEKpXKv6qqqrSlTUREdtJagb3++us4fPgwqqurUVJSgpKSEuzfvx933HEHzj33XABAOp3G4cOHC4774osvcOTIEaTTadd0V65ciWw2m38dOHBAZ7aJiKTIhNTcOlLFJZToFpoW7fgV9BzZbFYpHUBzCHH+/Pmoq6sreG/WrFmYP38+Fi5cCACora1FZ2cnWltbMW3aNADA1q1b0dPTgxkzZrimW1paitLSUp1ZJSIiywWuwI4dO4aPPvoo//99+/Zhz549KC8vR3V1NcaNG1ew/4gRI5BOp/FXf/VXAIDJkyfjyiuvxE033YSNGzeiu7sbS5Yswdy5c9kDkYisIjNJdJwnW3bLm0p+Tc/WEjiE+NZbb2Hq1KmYOnUqAGDZsmWYOnUqVq9eLZzG008/jUmTJuGKK67A1VdfjcsvvxyPPfZY0KwQEdEQlnDiUvUHkM1mUVZWhgMHDkSynAoRUV99u4T7Pdtx6z6u43mQDqJd20Xz63Vdcrkcqqqq0NnZKd2l3soK7NNPP2VPRCKiInDgwAGcffbZUsdaWYH19PSgvb0d559/ftG0wnp/jbA88VNMZQFYnrgrpvJ4lcVxHBw9ehSVlZUYNkyuQ7yVy6kMGzYMZ511FgAgmUxa/yH3xfLEVzGVBWB54q6YyjNYWVRn4+ByKkREZCVWYEREZCVrK7DS0lLcfffdRTPAmeWJr2IqC8DyxF0xlcd0WazsxEFERGRtC4yIiIY2VmBERGQlVmBERGQlVmBERGQlVmBERGQlVmBERGQlVmBERGQlVmBERGSl/wczqqz1KAVGXAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -584,7 +528,7 @@ ], "source": [ "A = xgi.adjacency_matrix(H_enron_cleaned, sparse=False)\n", - "plt.spy(A)" + "plt.spy(A);" ] }, { @@ -612,7 +556,7 @@ "output_type": "stream", "text": [ "The density of the hypergraph is: 1.3084764540479412e-40\n", - "The assortativity of the hypergraph is: 0.227186574526993\n" + "The assortativity of the hypergraph is: 0.2250663686125537\n" ] } ], @@ -732,9 +676,9 @@ ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "base", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/docs/source/api/tutorials/XGI in 5 minutes.ipynb b/docs/source/api/tutorials/XGI in 5 minutes.ipynb index d07b828ae..e7a821c97 100644 --- a/docs/source/api/tutorials/XGI in 5 minutes.ipynb +++ b/docs/source/api/tutorials/XGI in 5 minutes.ipynb @@ -41,7 +41,7 @@ { "data": { "text/plain": [ - "'0.7.3'" + "'0.7.4'" ] }, "execution_count": 2, @@ -122,20 +122,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -146,7 +133,7 @@ ], "source": [ "pos = xgi.barycenter_spring_layout(H, seed=1)\n", - "xgi.draw(H, pos=pos)" + "xgi.draw(H, pos=pos);" ] }, { @@ -165,20 +152,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -189,7 +163,7 @@ ], "source": [ "pos_circular = xgi.circular_layout(H)\n", - "xgi.draw(H, pos=pos_circular)" + "xgi.draw(H, pos=pos_circular);" ] }, { @@ -206,20 +180,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", + "image/png": 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S00nxkqWYtm5FFapj8G/vJyDGj5UBqoAzZYmjRFliD3JZrRQtWIB19x5U4eEkvvsOgUlJPb0soYeIYEAQ3GTesYPTL/6OxhMnANClpdHv+ecIHD68ZxfmAy6zmRP33U9DXh6BA6NJfP5eVLpA/76oQgnRw+Vkw6BQ/76W0IKrsZHixxZj/v57lHo9CRmr0aak9PSyhB4kggFB6IS9rIyyP/0J4+dfAKCKjibuF08TOmPGBXck0BH76dOcuP0OHBUVBF8yhEFP3YZC1Q2tZxUKCG8qS+xiEyTBbZLDQckTT2DcvAWFVkvCW2+huyy1p5cl9DARDAhCOyS7nep33qVy2TJcFgsolUTcey8xjy9FFRLS08vzC2tOLoX3349ktRIxNZW4eVO7N+AJHSAnG4b6KW+hj5NcLkp/+UvqP/4ERUAAg1auIHiSj6tIhAuSCAYEoQ0Wg4HTL75Iw5ECALTjxtHvhecJGjWqh1fmf/WbN1Py+E9Akoi7/0dE3jC++xcRHC0fH4iyRJ+RJInTv/kttf/5D6jVDHzttV7ZA0PoGSIYEIRzOCorKf/LX6jb+DEAqogIYp/6GWGzZ/epaW1Vb71F+V9eAYWCgU/OISR1WM8sJCgU4i6BqGGiLNELkiRR/ue/UP3vf4NCwYBX/kLY9Ok9vSyhFxHBgCAgZ9TXfPAhFf/4By6jERQKwu+4g9gnftonu7BJksSp556jbu1/UQYFkPj8PQQlxPbcgjQ6iBsN0SNEWWIXVCx7g8plywDo/4ffE37bbT28IqG3EcGA0OdZs7M59eKLNBzMAyAoJYV+LzyPduzYHl5Zz5IaGyl6ZCGWrCzUUSEM/s39aCL0PbuoprLEuNFy3wKhU1X/Xk35yy8DEPerXxH5wP09vCKhNxLBgNBnOWpqqPjb36hdsxYAZWgosU/8lPA77kChElvSAM66Ok7cdTeNx48TNLQfic/ejTJQ09PLko8MooZDXIooS+xAzX8+4vQLLwAQ89OfEL1oUQ+vSOitRDAg9DmSy0Xt2rVU/PVvOOvqAAibPZvYp36GOkqUtp2vsbCQE3fehbO2lpC0ZOKXzkSh7CVJfQqFnGQYd4koSzxP3ccfU/qLX4IkEbVgATFPPnFRlcIKviWCAaFPsebmcvrFF7Ht2w9AYHIy/V54Ht34HsiYv4BYdu+mcP6D4HAQdUs6sXde3dNLai00/kxZouirX795MyU/fQKcTiLuvZe4Xz8rAgGhQyIYEPoEZ309Fa/+g5oPPwSXC2VwMNFLlxB5330o1OqeXt4FoW7jRvmTJtB/wU2ET7mkh1fUjuBoOSgIT+yTZYmm776n+LHHkOx2wmbPpv8fft+nKmGErhHBgHBRkySJuo0bKf/LKzirqgAInT6d2KefRhPXg9nxF6jyf/yDqjdXgEpJwi/uIHh0Lx5qExQm9yroQ2WJFoOBogWPINlshNx4I/Gv/EUEu4JbRDAgXLRs+fmcfvFFrLv3ABAwdCj9nn+O4PT0Hl7ZhUtyuSh96inqP/scZXAQg39zH4H9I3t6WR3T6OREw5gRoOoFyY9+Yj1wgKL5D+Iym9FPmcLA119DESDKMAX3iGBAuOg4TWYqly2j+p13wOlEodUS/dijRM2bJ94cfcBls1E0bz7WffsI6BdB4gv3oQ65AMr8VAEQO1Ieo3yRlSXa8vMpuv8BnHV16C6/nEErV6AMCurpZQkXEBEMCBcNSZIwfv45ZX96GUd5OQAh06YS98wzaAaIXve+5Kis5MQdd2IvLUU3chAJv7wDhfoC2Yq/yMoSG0+c4MR99+OsrER76aUMeustVPoLc5y20HNEMCBcFBqOHafs97/DvCMTAE1CAv1+/Sz6q3th1vtFwpafT+Hd9+Aymwm7agz9H7npwspYVyggYoicbKjr5Ucd7bCXlHDivvtxnDpF4KhRJK7+N6qwsJ5elnABEsGA0CMkSWLv3r0YDAZyc3OxWq1otVpSUlJIS0sjNTXVrRuLy2ql8s0VVP3732C3owgIIGrhI0T9+McoAwO74Tvp20zffc/JRYvA6STmjquJvvUCzccIGygHBSH9enolbrOXl1N4//3YC4sIGDqUxHfeFn0yhC4TwYDQrex2O6tWrWLZsmXk5eWhUqlITk4mJCQEo9FIfn4+TqeTUaNGsWTJEhYsWIBG0zrpS5IkTF99xemXXsJRegqA4ClX0+/ZZwlI6MUZ7heh6vffp+zF3wEQ//hMQieO6OEVeSE45kxZYkKvLkt01NRQ9MADNBwpQBMfT+J776Lpd+EEMkLvI4IBodvk5OQwb948srOzmTNnDgsXLmTy5MlotWeTuaxWK9u3b2flypWsW7eOcePGkZGRwZgxY5of03jyJGW//wOmbdsAUA/oT79f/Qr9j350YW1TX0ROv/QSNW+/g0KjJvHXd6MddoE3/gkKk4OCyGHQy2r0nUYjRfMfxJabizo2lsT33iVg0KCeXpZwgRPBgNAttm3bxvTp00lMTCQjI4MJEyZ0+hyDwcD8+fMpKipi06ZNXJWeTtU//0nV/61CamgAjYaoBx8ketFClDpdN3wXQnskp5PixxZj2rYNVVgwQ357P5roCz85j4Bgufqgl5QluiwWihY8gnXPHlQRESS++w6Bw3povLRwURHBgOB3OTk5pKenM2nSJDZs2EBwsPuZzmazmVmzZpG1Ywf/ufRShlTXAKCblE6/554jcOhQfy1b8JDTZKbw3ntpOHyYwEExJD53DyrdRZK3oQ6UpyXGjgZNz5TsuRobKV70KOYdO1CGhJCYsZqg0aN7ZC3CxUcEA4Jf2e120tPTsdls7Nq1y6NAoInZbGbi+PEoThbzUWoqA3/1DCE3XWCZ632EvbSU43feibOikuBLhzLoyTkoVL1rm90rSjVEnylLDAzx6lKeJNFKdjvFP30C01dfodDpSHjrn+hSU33xHQkCIIIBwc+WL1/O0qVL2blzp1tHA+0xGAykp6fzj1deYckTT/hwhYKvWQ8coPD+B5BsNiKuH0+/B37U00vyPS/KEj1Nov3xQw9R8evnqN+0CUVAAIP+b6Xooin4nAgGBL+RJImUlBRSUlJYs2aN19ebO3cueXl55OTkiF2BXq7+y/9R8pOfABA3byqR0y7r4RX5UdigM2WJcZ0+tCtJtCn9+vH7gECGBwczcNnrhFxzjR+/GaGvuoj274TeZu/eveTl5bFw4UKfXG/hwoUcPHiQ7Oxsn1xP8J/QG64n5sknASh7+ytM+4718Ir8qO4kHP4MDn0KtUXQzuerbdu2NR+Z7dy5kzVr1jB16tQWgQCAVqtl6tSprFmzhqysLJwhIdxTfJLjD9wvAgHBb0QwIPiNwWBApVIxefJkn1xv8uTJqFQqDAaDT64n+FfUgh8TNmcOSBIlr3+M7WRFTy/Jv0zlUPAVHNwAlQXgcjV/KScnh+nTpzNp0iR27drl9pFZWloau/bsYdKUKdz5u9+Rk5Pjp8ULfZ0IBgS/yc3NJTk5udUnn67S6XQkJyeTm5vrk+sJ/qVQKOj/mxfQTZyIy9bIyVf+i6PW1NPL8j9rLZz4DnL+C2W52G0W5s2bR2JiosfVNADBwcFs2LiRhIQE5s+fj91u98+6hT5NBAOC31itVkJCvMu4Pp9er8disfj0moL/KAICGPjaPwhITMRRVc/Jv6/H1dhHbmaNJji5i1UvLiY7O5uMjIwuVdOAHBCsXr2avXv3smrVKh8vVBBEMCD4kVarxWg0+vSaJpMJnWgwdEFRhYczaOUKVGFh2I6eonTFZ0iuvpG3LEkSy/6zmTmzZ3tVTQPykcHs2bN54403EHnfgq+JYEDwm5SUFPLz87FarT65nsViIT8/n1EjLuDe931UwODBxL/+GqjVGHcdpuK/3/f0krrF3sNF5B0rYeGiRT65nkiiFfxFBAOC36SlpeF0Otm+fbtPrrd9+3acTif93lxB2Z9epuHYcZ9cV+gewRMn0v938kCjqo2Z1H538SfDGQ4eF0m0wgVBBAOC36SmpjJq1ChWrlzpk+utXLGC4fpgkhsbqV69mmM330zh/Q9Q98kmXA0NPnkNwb/CZ88i6kyp6al/foHl0MkeXpF/5R4rIXl4kkiiFXo9EQwIfqNQKFiyZAnr1q3z+pOMwWBg/YYN/GTRLAY9dRv61GGgUGAxGCj9+c8puHoKZX/8Ew1Hj/po9YK/xPzkcUJuuAGcLopfXU/j6ZqeXpLfWG12kUQrXBBEB0LBr3w2myAtDS02sv71K9RqlXztKiO13+6n9pv9OKrOJipqJ4wn4o47CLn+epRBPTNURuiYy2aj8IF52PbvJ6BfBIN/cx8qvW8+PfcaDhuP/+U9thys4GDeYZ9ddvTo0UybNo1//OMfPrumIIhgQPC7nJwcJk2aRHp6etemFs6cSVbmDjLfeoYxSQNbPUZyuTDtO07t1n2Y9h5t7gCnDAsjbOatRNx+O4HDh/vs+xF8w1FRwfE778RRegrd6AQSnr4dxZlA74LjsEGDCRrN8i+7CZwOVv4vj8VvZWE0Gn1yVGCxWAgNDWX58uU88sgjPli4IMhEMCB0i23btjFjxgwSEhJYvXo1aWlpnT7HYDAwf948igpPsOlvjzNlfOdVBPZqI7XbDpzZLahv/n3tZZcRfsfthN54o9gt6EVsh/MpvOceXGYzYVMuof+Pb+z9cyfsNrmHQKP57P+6HK0fp1Dww/Eaxj+1ls2bNzN16lSvX3rz5s1cf/31/PDDD6SKqYWCD4lgQOg2OTk5zJ8/n7179zJ79mwWLVrUakiLxWJpHtKyfv16Ui8Zzepf3tHmjkBHJJcL84ET1Hy9D9PeAjhT164MDSXs1lsJv+N2gpKTffr9CV1j+vZbTi56FFwuYu+aQtSMy3t6SWc13/jP+dTf1o3/XCqN/L/ORiQJUp5cT8rEa1mzdq3XyxHDugR/EcGA0K1ajW9VKhk+dCghERGYTKbm8a2jR49m8eLFLFiwAM3xrVBf0vXXrDFS920Otd/sx15R1/z72nHjCL/jDkJvuhGlj7K9ha6pfvc9yn7/e1BA/OOzCE3rgUCt1Y3fBC6ne89VquWxxi5Hi0FFLruLl//+Hb/efZSsrCy3dsTa0zTG+/XXX+exxx7r8nUEoS0iGBB6hCRJZH74IZufeJJjajUBN92ITqcjJSWFtLQ0xo0bd/aTj60eDm7s/BNZZ6/pkjDnnKB26z6MPxSAUx4kowwJIeyWWwi/8w6CREOjHnP6d7+n5r33UASoSfz13WiH9vfPC0mSfMZ/7ja/Jzf+JgolKFXy8yRXqy83VFgo+fAwplMm7i4+CQkJ7Nq9u+tJtBMnotVqycrKQq1We3wNQeiICAaEHlO3cSOlv/glussvJzFjdccPPn0Ainf77LXtNSbqvsuhduu+FrsFQZeOJeKOOwi96SaUou1xt5IcDk4+9hjmb79DHR7M4N/ejyYq1MuLNt34z9nm78qN/1wqNaAAZ6P8v22o21vOqY8LkBpdqEJ01N4ygR+9/A7pk65gw8aNnifRzppFVlYWmZmZjBkzputrF4R2iGBA6DEVr71G5fI3Cb/jDvq/+NuOH+xywaFPwFLt0zVILglzbqG8W7DnyNndAr2e0FtmEHHHHQSNGuXT1xTa5zSZKLz7HhqOHCEwIZbBz9+DMigAkHeT9h4uwnDwOLnHSrDa7GiDNKQMjSdt9BBSkwehcNpa3vQbzd7d+Js0HQM4HUD7b5muBienPzlK3d5yAHSjExjw6HQ0ESFs23OYGU++RkLiYFZnZLifRDt/PkVFRWzatIkpU6Z4/70IQhtEMCD0mJKfPUX9p58S+/OniHr44c6fYK6EQ5tanMn6kqPOTO23Z3YLymubfz/okkuIuPPMbkEXp84J7rOXlHD8zjtxVlahTx1G3NJb+OfG71m2dit5x0pQqVQkD08iJCQEo7Ge/CNHcTqdjBoUxZIbRrBg6kg0ah/0U+vkGOB8ttNmSj44RGOlFRQKoudMJnpmOgrl2bXkFBQz/8V/s/dwIbNnzWLRo492nkSbmsrq1avFjoDgVyIYEHrM8dvvwHbgAPGvv0botGnuPenkLijzbytWySVhOVhEzdZsjLvP2S0IDj67WzB6tF/X0NdZ9++n8P4HyK+v5zmrkZyKaubMns3CNipQrFarfPNcsYJ169czbkgUGYuvYkxCZBdeWQEqFZ0dA5xLkiRqd52m7LNjSA4JdYSe+MW3oBs5qM3H2xtsrMp4j2Vf5JF3shqVSsXwIUPQh4RgtlrIP1IgJ9EmJbL4iaflJFqNpgvfiyC4TwQDQo85fHk6rro6hmzcSNAIN7PHnXbI3SBvAXcDR52Zuu9yqNm6D3tZbfPvB40ZI/ctuHk6Kr3YLfAZSQJbLZir+Ozvr3H7n99k8LBhZLz7rlsjgOXeFA9QdOIYm345jSkpbiYhtlMN0Bmn1cGpDUcw5lQBoB83lP4Lb0Yd0kG+SW0R1BUjSRLZx6vYkV1K1mdHaFAr6f+jVFKGDiAtZQjjkhNQjJkD2nC31yMIXSWCAaFHOGpqODLpCgBG7P3Bs9K+2pNQsMVPK2ubJElY8oqo/Xof9Yb8s7sFOh2hM2YQfscdaMekdOuaLngul3zjt1SDpQoslfJ/uxzkFBST/vBLTEq/gg0ff9yFrpW3krXjezL/MKP9HQIPjwHOZz1ppOQ/h7DXNIBKSeydU4i8cQIKZQe7CS4HlOxpkcdgKzVx/I1s1BF6hr9+Xslg7ChISPd4bYLgKREMCD3Cum8fJ+68C3VcHMO3feP5BY59A9U9M8LYUW+h7vscar/e12LITtDo0XLfghnTUen1Xr+OJEns3bsXg8FAbm4uVqsVrVbbXH6Zmpp64TSeaXHjrzxz869us1zU7nCQ/uBL2BRadhkMXsyzmIC2sZrMP8w4J4dAcaYaQJJ3mdw4Bjif5JKo3lFC+ZeF4JLQxIQRv+RWtMPc2IWoK5Z3Bs5hPWnkxIp9aGLCSPr7wpaPV2lg7J1nGxkJgp+IYlWhRzQWyW+IAQkJXbvAoMuhruTMuW73UofqiLp5IpE3pWE5dFKuRNiVj+3gQU7/5jeU/fllwqZPJ/yOOwgaM8bjG3arxkwqFcnJyWcS5owsX75cTpgbNYolS5b0vjPl5ht/lfzLXAnWGrf7RKxa/y3Z+UXs3LmzS4EAQHBwMKsz3iY9PZ1VWw7x2M1jzx4DOO1nHuV5IOAw2zn133xMh+UgMGTiCPo/fAOqYDdaXLucYCxt9duSQ96VaHMug9MOVUchdqTHaxUET4hgQOgRjYVngoHBiV27gEYLA9OgcLsPV+UZhUJB8KgEgkcl4LjfQt33udRu3UdjaTW1a9ZSu2YtgaNGEXHH7YTOmIHKjVG2OTk5zJs3j+zsbObMmcNrr73WfsLcypUsXbqUt956i4yMjJ7JNj/3xm8+84nfWt3lcj5Jkli2ditzZs92K0egI2lpacyeNYs3/reNR28Y5fUuiuV4HSUfHcZR34hCoyLuvusIv26c+9c1lZ8pTWxJcsqbs+0Oaao4JIIBwe9EMCD0iMbCQgA0Xd0ZAIhJhuqjYDzto1V1nTpER9RNaUTeOAHr4WJqtu7DuOswDXl5nP7ti5T9+S+E3nyTXIkwdmybN5Bt27Yxffp0EhMT2blzZ7s3Q61Wy9SpU5k6dWpzHfqkSZP8X4fedONvuul7eeNvy97DReQdK+G1lYt8cr2FixZx/fXryD5eRerQ6C5dQ3JJVH5zksqvi0CCgAGRxC+5laCEWE8u0uauAIDk7GBnAORdFWMZhMR5unRBcJsIBoQe0VgkBwMBCV3cGWiSMEluVdyFBDB/UCgU6EYOQjdyEM77f0Td97nUfL2PxtIq6v67jrr/riNwxAjC77idsFtuQRUqd9jLyclh+vTpTJo0yaMxz2lpaezatYtZs2YxY8YM33Woc7nkm1DTTd/StNXvuxt/WwwHj6NSqZg8ebJPrjd58mRUKhWGo5VdCgbs9Y2UrjmM5ZjcpTLsqjH0mze1uRGS28wV4Gho80uujo4JmlTkiWBA8CsRDAg9wt50TJDoxc4AyGVX/S+F0r3eL8rHVHotkTdOIOKG8ViPlMiVCDsP03D4MGW/+z3lf3mF0JtvRj97FvMWLSIxMdGjQKBJcHAwGzZsYOLEicyfP5/MzEzPcgha3PjPSe7rgQAr91gJycOTWhyLeEOn05GcNIzckzWdP/g8piM1lK7Jx2m2owjU0P/B6wm7sgsVI5LU8aCtpmMCTQfBQE0hNFogQLTIFvxDBANCt3PW1eGsrQW8SCA8V7+xUHMcrLXeX8sPFAoFuuSB6JIHEnffddRtP0jt1n00FFdSt24dK956i+zKCu8T5lavlhPmVq1qf6qdy9nyE39Tcl9P7KxIkrwel6P5l9VkJMSN3ApP6PV6LA1m95fldFGxpYiqb4sBCEyIIX7JrQQOiOraAixV8kTEdriajglUHQQDkgsq82HAuK6tQRA6IYIBods1VRKoY2J8MwxIqYTEyXDoU++v5WcqvZbIG8YTcf1lWI+UUvN1Nu9/8DlzZs3yTcLc7Nm88cYbPProoyikM5/4W5zx+/jGL0kgnXNDdzpa3NzPv9m3+tp5tC4TxnrvplOez2QyoYtzb6fEXmOj5KPDWIuMAERMTSX2nmtRBnjxVtnJ+G3J4cbOAMjBQL+x8s+7IPiYCAaEbtdUSaDx9ojgXPpYiBkpZ15fAOTdgngOuRwcfeu/rHj0UZ9cd+HChVx//fVkr3uV1MGR7t/4O7ppOx1nb/ht3ew7GNzjqZRBESz/X1ZzTwVvWSwW8guO8tNrJnX62PrcSk6tO4LL5kSpC6T/j28kdKKXI62tNfKwpA50mkDYpNEMdUUQMdi7NQlCG0QwIHS75uTBRC+TB88XP15u6GK3+Pa6fuS3hLmdmaTGTHTj0/mZr/eS3mNpSTE4nU62b9/O1KlTvb7e9u3bcTqdpA1rP3nQZXdR/sVxarJOARA0rD/xi28hIDbc69enruNdATi3tNCNT/zlh0QwIPiFCAaEbmcv9FElwfnUAZBwORzd6tvr+pHfEuZyD8LlYT65ZvdwQYOJ1CgrowaEsHLFCp8EAytXrGB0QhTjhrR93t9QaaXkw0M0nJI/vUdOn0js7Vd1/indHbZ6aKjv9GFnmw658XZsPCXnxoh5BYKPicMnods1+qqSoC0RgyHcD9f1E6vN7qeEOd+eu/uNo0Euu6s+AeYKFM5GllzTn3Xr12MwGLy6tMFgYP2GDSy+fkSbfR3qsss58UY2DafMqEK0DPr5XOLuvsY3gQBAfbFbD/NoZwAumKMw4cIiggGh23ndirgzCekXTC93bZAGo9Ho02uaTCZ0gb14009yyZ+a607KN8yGes7NO1hwZX/GDQph/rz7MZvdrwI4l9lsZv68B0gdEs0j01p273M1Oin9bz6la/JxNTrRjRzEkD/MR3/pUG++q5YaTW5Xt3i0MwBQVXBOS2VB8A0RDAjdymk04qyuBkDj62OCJgHBcv7ABSBlaDz5RwqwWq0+uV5TwlzKoAifXM+nHDYwl0PNCbBUtDtXQqNWkjE/maITx5g181aPAwJ5auFMigpPsHrptahVZ9/mbGVmji/Ppu6HclBA9OwrSPjVnWgifbs7406uQBOPdwaa5hUIgg+JYEDoVk1HBKroaFT6rtXUuyVmJATH+O/6PpI2ekhzwpwvNCXMjXKpmm8yPcrllFsY152US+wajLhTfTAmXs+mx1LI2vEdE9PGu31kYDAYmDh+PJnffssnf32cMZdfAwE6JEmiZtdpTizfR2OFFXV4MAnP3EXMbVei8HWpnt0il3G6qbmaQOPBbo44KhB8TAQDQreyN7ch9vO5vkIBiVfIM+t7sdQRCYwaGs/KFSt8cr2Vb75Jkk5H1LbTFPx1N1XfFeO09kD+gN0KpjKoLZRvjF2YLjllRASZT49DaysnPT2dubfdxpYtW1rtolgsFjZv3szc224jPT0dxcli3o8fSEphJagDcYYMp2TNMU5vLEByuAi+dChDXnqQ4NF++hn0YFcAzukz4O7OAJydVyAIPtKLDxaFi1FzvoCvywrboouEfmPg1H7/v1YXKRQKlsy9lqWvvI/BYCAtLa3L1zIYDKzfuJGXJiejNmtw1DVQ/sUJKr4uInx8HJGTBhAQ5ZuqhTa5HPIn/wYjuHxzpj0mXk/m725i1TcnWPblN0xbt04e6Zw0DH1ICCaTifwjBTidTkYPjee1J+/i2m8PoaizULl+B5q4cCrX7cBeXgsqJbG3X0XkzRNRKL2bYNguR4Pc0tkDZ/sMePh2LOYVCD6kkKReUmAs9Amlv3yGug0biPnpT4he5JvJdB1yOeHgBjlhrZeyOxykP/gSNoWWXQZDl1oSm81mJqZNQNtYTdZLM1C6oH5fOdU7SmkoO9N3QQEho6KInDwAbWKo1yN9z34DFjkJsNGCLxsQARCgB718w5MkiezjVRiOVpJ7sgYLWnQh4aQMHUBayhDGJSegUCiwHj/NiefebnEZzYABxP/1r2ij7VCW49s1nqv6mMdTNEs+Okz9vgpi772WqJs8CAYVSrjkdjGvQPAJsTMgdCu/VxKcT6mChCsg/4vueb0u0KjVZLzwEJMe/iOzZs5kw8aNHgUEcsLcrRSdOEbmH2bICXMqCJ/Qj7DxcViO1lG1vQRzfg3Gg1UYD1YRNEBP5JUDCB0TjULVhaMUl0MOABqM8n/7hQJ0Z/sDKBQKUodGn50+GDEEQvu3epYmOgxNbLi8GwCo+/dnyPp1qMLO9F0ICIaTO32/XGcjmMo9flqXdwbEvALBh3r3gapw0WkKBvxWSdCW0P4QPbz7Xq8LxiQNZNPfHicrcwcT0yZ4ljCXlkbWju1s+uU0xiREtvi6QqEgOCmchHkpDP3JZYSn9UOhVmIrNVH6UT4Fr+ymcttJnBZ3tvUluSWu8ZScC2Ct8WMggNxYR9nRDbL1LoTlcDHHn13dHAgAOE6dwnzun2fcaBh2rRwo+lL9qS7NfehSzkCTynx56qQgeEkEA0K3cZpMOCvl81S/NBzqSPwEUAd172t6aMr4EWSu+jlae42cMDdnjlsJc1psZP7zaaaM7fjPNDBWR/9ZSSQ9nUbM1ARUeg2O+kYq/lfIkT8bOP3xURor2yhxdNnBWi2P0TWd7p52z0o1aN0vj5RcLio3ZlL4hw9wVBsJGDyYAX99RU4kBUqf/gX28nM+tUcMhuE3gDrQN+t1OuQ/my5o2hlQelJN0KRpXoEgeEnkDAjdxnbwIMfn3IYqMpLkHb4ppfNI1VE4/m33v64nqo9hrynltdUG3txWwFGrVU6YG56EXq9vlTC3eO61LJh9NRq1Wr4xnNqPu+f2LoeL+v0VVG8vpeH0mVp+BehHRBI5eQC6eCWKBhM4fNMDwSP6WAjopPY/YjCEDsBRa6LkzU+x5MqVKmEzb6Xf88+jDA6m/NV/UHWmUkM3YQIJb2e0LCW01kLBljMlj16oOwm1J7v01MJ/HsByvI74JbcQmj7K8wuE9IcRN3bptQWhicgZELpNt+cLnC9qmJzgVedem9hu12gGUxkatZK7wyO4aVACpyYmcXRQFLnHSrHYGtEFRfDT2Ze3SJhrFhAM0clQeditl1OqlYRfFkdYaiyWY3VUby/BdLgG06FqTIeqCYxREzUhmNARWhQqP2Xft0Wt7TwQAEDCdOAEpW9uwllvQaHV0u/55wmfPav5ETGPPYrxf1/SeOw4lt27qcrIIPrBB89eQhsOI26WAwIPegO04HLKRydd1LQzgKqLxxZiXoHgAyIYELrN2ZkE3ZgvcL6EdMjd4N+z7q6qLQRJQpIkzAW1KBQK0n80nh+NGez+NYKjwDEQat0PeBQKCB6oInhWOA3laqp/MFOXa6GhwkHp53WUf2skIjWY8LE61NpuOFkMbnuo0Lkkp0TFxmyq/pcLEgQmJxP/978ROGxYi8cpAgKI/+tfOX7bXHC5qHjlr+jT0wkadc4n8AAdjLgJjn3TtUDRVCYfE3RRU86AUuNFDkPFIflnWxC6SOQMCN2m8cy0Qk135wucKzAEBqT23Ou3x1rT3Mu+scKKw9iIQqNGmzzQ82uFDgRtZOePczaAuVLOBTCXg8NGYKSa/lPDSHokjpgrQ1DrlTjMLiq+N1Lwf2Wc2lJHQ7UfA6nAEFB1fI5vr7VR+M/9VH0pBwLhd93J4I/+0yoQaBI0ahTRjz0q/x+nk+KfPoHr/PbPKg0M+5HniaaSC+pLPXvO+ZdoribwIhgQ8woEL4lgQOg2jUV+Gl3sqdjRLUrWepwkQc3x5v9rLqgFQDciHmVAFzbvFEr5pqZpo8FQ85CgYvlXQx1IzlYPU2uVRF+uJ+nHsQy4KYygWDWSA2r3WTj27wqK1lVjLmzApylHCmWnQYwxr4pjy7KxFhlRBmuJf/Xv9P/Nb1AGdZwcGr1wIYHD5Ru9vbCQsj//ufWDlEoYfKVnpXrm9mcsuOvsbAIvggExr0DwkggGhG5j9+foYk8olZA4uTnTvMeZToHd1vx/zQU1AAR7cjxwPqUK4kaB4swNptWQoAa3LqNQKQgbrWPwfdEk3BGJfpj8qd18vIGitdUcf6eS2hwLLocPggJtRLulhC6Hi9ObjlL8bh4uq4Ogof0Y8n9/IvRG9xLnFBoNA/7y5+Zz+doPPsS4dWvbDx6Q6t7Ph+TyuPVwm5fxxc4AiHkFgldEMCB0C5fZjKOiAujBBMJzBUdBbEpPr0L+RHfO+b7kdGE5LndL9CoYAFCo5R0QD4cEtXkphYLgQYEMmhXJsIdiiBinQ6FW0FDh4NSXdRSsKqci04jD0nqXwS1KDQSFtfmlxiorhSv3UZMpJ+lF3pzG4OfvJaB/rEcvETRy5NnjAuRumE0/k63EJEPS1I77HFiq5SDLS819BrzJGQAxr0DwiggGhG7ReFIuu1KFh5/tBNfTBqTK7W57Ul1xi2RG60kjrkYnqhAtgQme3eya2erkZjTFu+XdgKBw36z1jIAINf1+FMbwhbHEXiXnFTgtLip3mChYVc6p/9XSUOXh+XVwFND6k3jdvgqOv5GNrdSMSq9l4M9uI+6ea7v8KTr6kUcIHDkSAFddHSW/fAapvaY9YQPlSoO2jlvAZ1UpPtsZAHlegSB0gQgGhG7RVEnQo8mD51OpIXFSz72+3dKqUU1TvkBwSqJnw3ScdvnTf+kPUJYrJwY2dcMLDIHAcN+s+RyqICVRE8/kFdwcTlCcRs4rOGDl2OpKiv5bjemEG3kFGh1oWrZfdjU6ObX+CKUfHcbV4EQ7YiBD/jCfkNRzkwQ93+VQaDQMePlPcKb1r2X7dmrefbf9JwRHwcjprXctrDU+a750tgOhD4KBmsIzMyIEwTMiGBC6Ra9JHjxf2ECIHNozr11zQk4ePIf5aC0AuhQ3/5ystVBxGEp2yzcCezvb1rpwUPtnoI1CpSBslJbB90aReGcUIcPlZD7ziQZO/rea4xmV1B5oL69AAbroFr/TUGbmxJv7qN1dBgqInjWJxF/dhSbqvN4DXUxeDBoxosVxQdmf/4LtcAe9GQJD5B0C/Tk7NXVdazDUFp/uDDTNKxAED4lgQOgWTWWFPdpjoD2DJvquLa27ziklbOK0ObAWy53w9JcMbv+5zkb5ZlSyB8oPys1yOrsxKlQQEiufzfuJQqFANzCAgbdGMOzhGCIu06HUKGiocnDqf3UU/F85FTuMOMzn5BUEhsplfchTCWt3n+b4m/toKLegCgsm4Rd3EjP3qq4NU+pA9IIFBI4eLf8fh4OSn/0Ml62D839NkNy+OCJRPoZpMPlkHZIk+aaa4FxiXoHQBSIYELpFr6kkaItGCwM9GB3rLUmSdwXOYzlWBy4I6BeBJjqs9XOs1VCeJwcBtSfB4V5FQDOFSm5d28bZvK8FhKvpd20YSQtjiZ0SgjpEhdPqojJTziso/bIWW6ULdHIpodPmoPSjfE6tL0Cyuwi+ZDBDX5pP8JiOgseuVzAoNBoG/PGPzccFjQVHKX/lrx0/SaWGodeerdDwBefZ78FnwYCYVyB0gehAKHSLHm9F3Jno4XKdthdtZd1mOg321v3+2zwicNjksbimcq/r2QH5U3jIADB6XxLn1ssFKomaoCfysmCMR2xU7TFjO2WnLsdKXY6V4KQG9CMiqM48hb3aBkoFMbdfTdT0iZ3nTHhZzRg0IpmYxY9R8Y/XAKh59130V12JfsqU9p9kqYJAvTwXoY2AzlPSucGAt9UE5yo/JK9RENwkdgYEv3NZrTjK5JKnXnlM0CRxku/H2p7PaW/3vLk5eXBMIlgq5SOAkh/krHVfBAJNNEEQHOO767lBoVQQOkLLkHuiSbw7ipARcv6CuaCWsk+PY6+2oQwOIuGXdxB9y+WeJU96IerHPyao6bgAKHnmVzjOTNZs06l98v+GDpDLD73sVeFynt3O99nOAJydVyAIbhLBgOB3jUXyzU8ZFoYqPLxnF9ORoDDof6l/X6OuuM0+9vbaBnl8sAKCw6ugIt+/b+YBIfJ5fQ/QDQig/8zh6JLCW/y+y2yj5LWPKV/zHY5ad87kvW90pNBo6H/OcYGruprSZ59tuwLCWgO152y/66IhLqXjXgSdaKokQKloOU3RF0QTIsEDIhgQ/O5sJUEvPSI4V9wlcic8f7Bb25h5L0GjEXPOCQCCBoagCvDPy7egUMgNidTt1ND7kaVcxbGVh7AU1KJQq4i5awqx916LJiYMp8lK1cZMjvxkBaUrP8NWWN7+hXzUCjloRDIxSxY3/3/ztm+pee/91g88faD17wWGQr8xXU5A9WklwfnEvALBAyJnQPA7e2/PFziXUgmJV8ChT31/7XNLCZ0NYDNCowkkJ+bjchVB8LBw379uexRK0MdBfXG3THGUJImqXWYqdhjBBZq4cOKX3Ip2SD8AIq8fj3HPEaq/2I01v4S673Ko+y4H3egEIm+agP7SYX47Poj68Y8xbt6CLTcXgLKXX0Y3MY2g5GT5AQ1Gefx1WzQ66HeJnNzZaPbodX1eSXCupnkFsSN9f23hoiOCAcHvGk/04rLCtuhjIXaU/ObuK9YasFbJJWkNxhZtbCVJwlwo5wQEn7d17ndKFej7ywGBD7bd2+MwOyn9vLb5+wy9YhT9HrwelfbsJ2qFSknoxBGEThyB9egpqj83UL/rMJaDRVgOFhHQL4LIGycQdmUKyqAAn65XoVbT/48vceK2uUh2O9jtlD71cwav+QhlYCCczul4J0IVAHFjoPKwR8c7ksOPOwMgHxWIYEBwgzgmEPyuuZKgN5YVtmfAZRAQ3Pnj3NFghJM7z4wKrmjVz76hwoHT6kIRoEQ3KKSdi/iROgBC+vnt8ubCBo69XYm5sBFFgJr+C25kwKMzWgQC59MO60/8kltJ+ttCIqdPRKkLpPF0DadXb+bIT1ZQ/p9vsVdW+3SdQcnJRC8+c1ygUNCQn0/5X/8qd/SrOtL5BZQqiBnVsjlRJ/y6MwBiXoHgNrEzIPhdUzCguRCOCZqoA2DQ5XD066493+WUb/ymMnnevaX9DHVzodwvQDc4DIW6h+JzjU5OiDtvnZIksbfIhOFEPbmnzFgbXWgDlKT0DyZtcCipCXoU7WTUSy6Jih0mqnbKyYCBA8KJ/8kcAuOj23x8m8uKDiXu7muInjWJuu9yqP5iD/byWqo+yaLqMwOh078mct48tCm+GToV9eOHMW7Zgi0nB4Cat99BPzIOfYKbfy8KBUQlyTsFbswu8PvOAMjzCkLi/Hd94aKgkHw6kFwQWnLZbBwelwrA8MwdqCP8lJznL0e/lj/Ru6uhXu4J0DQbwOWSG8BI7U/zK/pvNeYTDcTePISoyfE+WHQXuVxyMNBoxO5wser7Uyz75hR5pUZUKhXJSUMJCQnBaDSSX3AMp9PJqAEhLLmmPwuu7I/mnEDGbnRS8mkN1hI5gS388kHEPTIXZaB3HRAllwvTD0ep+tyA9fDZm61uwgQiH5yP/pprUKi8u7E2HDnC8Tm3yccFgCosmKEvzUcd5uFOkalMzjPo4C3WfKyWordyCBgQxbA/P+zNstunUMIlt0OAf9pRCxcHcUwg+JX9zLRCZUhI7y4rbM+gy+k0vd9pB2MplO6Vz5ZN5WeHBFmrOwwEXA4JS7G8M9Dt+QLnUyohOJqc03bSX85m6YcFpEy6ns2bN2M0Gjl4KJ+dhj0cPJSP0Whk8+bNpEy6nqUfFpD+cjY5JfIOgPGojeNvV2AtsaMMVDHgzhH0X3iL14EAgEKpJGTCcAY/dw+Dlz1P6IwZoFZj2b2b4sVLOHrTzVS/+x4us2eJfOcKHD6c6CVLzrygAmedmVP//KLzgUvn08dBzEj5ZtyO5mMCXzYcavUiYl6B0DkRDAh+dW7nwfa2k3u1gGCIH9/215pGBZfshuoTrbsKOhvlnYIOWEsbkRyg0msIjO35T27bDpaR/tIubLp+7Ny5kzVr1zJ16lS02pYliFqtlqlTp7Jm7VqysrKw6fox6eVs1v+nhOINNThtEkED9AxZPI6wK1L8MipaO3ww8a/8haQtm4lasABlaCj2oiLKfv97jlx7HeWvvIL9VNc6SkY9/BBBY8bIn+oVYNp7lNqvsruwyAg5sVDVdiDULccEIOYVCJ0SwYDgV429eSaBu2JGnE0KczZCXYncGbB5VHA7nxgtVXSW8d6ULxCcFN7jwVJOUTXT/7iZSZOvZJdhDxMmTHDreWlpaewy7OHyK67i/m3HONLQQOQVA0hcOJaAGD2E+/fvXtOvH7E/e5LhW78m7rlfo0lMwFVfT9U/36Jg6jRKfvYU1gNt9AjogEKtZsBTD8k36TN/hWXvbaWhpIPuhO0J1Mulh+qgVl/yewJhEzGvQOiECAYEv2qaVqi5UMoK2xOeeGZU8B6oLWxVEdCK3eLWvPseKyk8j93hYt4b35E4ZCgbNn5McLBn5+PBwcFs/PhjEocN4zeOOiJvGIxSrYTQgZ0fs3RZy0BLGRxM5L33Muzzzxm4fDm6iRPB6aT+0085cfsdnLj3Pur/9z8kZ/vHNs1cTgK19UTPmXzm4koku4OSNzbhsnehJ4M6SA4IAltWi/i16dD5ykVHQqF9oppA8Kuz3QcvwGCgwSSXlFUWyM2BNFqwuHNuLJ3ZFeiYw+rCViYnqQUPDfdurV5ateUQ2cer2LnzM48DgSbBwcGsfucd0tPTWbXlEI/NuAxC+/t4pedoZ0dGoVQSct21hFx3LbaDB6nOyKDus8+x7tlDyZ49aAYOJPKB+wmbcxsqfTvfa1UB2C1ETZ+Icc8RbEdPgUpJQ1E5FR99S9y9151ZgsTew0UYDh4n91gJVpsdbZCGlKHxpI0eQuqIc47HVBq5fXHlYbDUyM/vrp0BODuvQBvu/9cSLjiimkDwq4LrfoS9tJTE999Dd9llPb2czrlc8iChyvzWpWGSC05lg72TXQFbPVgqOn2p+nwrJZ/UEhCrY9hPeu7PRpIkUp5cT8rEa1mzdq3X15t7223k7d5Gztu/RBEc5YMVtiM6GQZPduuh9rJyat5/n9oPP8RZVweAUq8n/PbbibzvXjTx51RxuFyQu07uDwE0lFRy/NkMJMfZHYV+P7uNDwoKWbZ2K3nHSuRqi+FJZ6stjhTI1RZD41ky91oWzL4ajfqcz17Vx8B4mppdpzi98Sj68cMZ9MRs7/9MOhM7ChLS/f86wgVHHBMIfuNqaGhO4Or13Qdt9VC8Bw6skcsJ26oRVyghcljH13G55AoCN/SWI4K9x6vIO1nNwkWLfHK9hYsWcbCoiuxid4YNecP9zzGauFhin/gpSd9spd9vfkPAkCG4TCaq//1vCq6/geInnsCanS0/uOZ4cyAAEBgfTczcK+X/o1JypKGBq372D5a+8j4pqelnqy3yDrFzl4GDeYfOVlukprP0lfdJf/AlcgrO+ZmKHArhic07A0p/VhOcS8wrENohggHBb+zFxSBJKIODUUVG9vRyWnM55U9oh7+AnP/C6f2dn/MHhcklY+2xdVxKeK7m5MHunEfQBkNBBSqVismT3fuU3ZnJkyejUqkw5B73yfXa1YVNTaVWS8RddzL0000MWrkC3aR0cDoxfv4FJ+66mxN33U39uveaz/KbRN6cRtCw/hiMJu4uPok0IN6zaguFlkkP/5Ftew6ffVBYPFKg/O+iW44J4Oy8AkE4jwgGBL9pqiTQJPayskJrLZzcBfs/gmPb5LNUT4Qntl0q5rTLOwxuaKx1YK9zglKBbkjPjBJuknuyhuSkYa1uaF2l0+lIHp5E7rFSn1zPHxRKJfopU0j8978ZsmE9YbNno9BosGZnU/LXDzj6s/+j6jMDTktD8+NrbryMR0+VMunqq9m1x9NqCwPpk65gxpOvtdghkJTyn7lC430PBreJ0cZCG0QwIPhNr0oedDrkRMBDn0HuerkssLOKgPao1BAxpPXvWypxd+u6aVdAOygEVWDP5vFaG52EhPh2JoJer8dia/TpNVvz0QjjkSMZ8MeXSPr6K6Jvn4oqRIu9sp7y97dS8PiblL37FebSKhYs/y+Dk5LY+HHXqi02bNxIQuJg5r/4b+wOuSKhKQ9BET3Ud7MwOiPmFQhtENUEgt80lRX2aL6ApVouCaw+JvcI8JXgaHn2gFXOCne3lLCJuah35AsAaANUGI3Gzh/oAZPJhC7Iz62nfZz7rA60EzPzMqJuuoS67Qep/nw3jaVVVH+xhzc+3EJ2RQU7d+70rtoiI0Outlj/LY/dft3ZYECnh5HT4cjmsz9T/iTmFQjnETsDgt/YC892H+xWTrscAOR9Agc3ytuivgwEmkQOPdNq1r1SwiaSS8Jc1EtaEAOj+oWRX3AUq9Xa+YPdYLFYyD9SQMrQAT65Xrc5tR8AZYCGiGsvZejLDzHo53PRjUnk/fp65sya5fbRQHvS0tKYPWsWb6zdiiRJSPYzwUBAgLwzMOJmCPFjOWaTmkJ5GqMgnCGCAcFvun10sakCTmyHfR9C4Q65O6A/qQPl7no2o0fBhq3cjssmoQxUoY3vgZHFyOWElsJ6StfmE/vtaZxOJ9u3b/fJtbdv347T6SQtpY2jFJ/y4c6AqaJV7ohCoUB/6VCqZqVz1Gpl4aOP+uSlFi5axMFjJWTnFzU3QGrOGVAHwPBpcqDpT2JegXAecUwg+IXU2Ii9VE4g8+sxgaNBzo6uzO+e7dXzBceA3bOhOE0lhbqhYShU3ZtY6TDbqdtbTu3u0zRWyDsBo1QBJIUEs3LFCqZOner1a6xcsYLRQ+MZl3wBtaA+va/dLxkOHvdbtcUt5+4MNFGqYMjV8jyH0/t98pptqsyHfmPlAVVCnyeCAcEvGotLwOVCodOhinZ/fr3bjKflN7OaE3KJYE+pLwFtpGf5AoXde0QguSTMx2qp3V2G8WAVNE/KUxJ6STThE/rx07xIHv/XegwGA2lpaV1+LYPBwPoNG3j9qXv8X0Hiq5wBSzXUnmz3y7nHSkgenuSXaosZ+jCgjWoChQIGjpfHDhdl+eR1W2maVxAx2D/XFy4oIhgQ/OJsJYEPywrtNrlpSmW+PDGwp9mt8tayOhCCwsFW2+lTXHYJa+mZ5EE/9xew1zVQ90MZtXvKsNc0NP9+0AA94WlxhI6NQRUkvwU8Ej+Kf31znPnz5rHLYOhSkpzZbGb+vHmkjkjkkdlTfPZ9+N3pjocYWW12v1VbSEFNxwTtzG+IHQUaHRzf5p+gt/yQCAYEQAQDgp/Yi3yUPChJUF8qBwC1RfJZZ29RW3j206k2Qv6k5eq4u5ulpBHJCeqwQAKiffNJ81ySU8KUX03t7jJMh6ubj9WVQSrCLo0lfEIcQQNajxPWRMST8btHmfTwn5g1cyYbNm70KCAwm83MmjmTosITZL71DOpuaaLjg50BW73ccbAD2iCN36otmqsJAjroMxCRCJoboeCrrpfDtkfMKxDOEMGA4BeNJ7wsK2y0nBkSdKRFa9hew1orby83USjlcsNzktAkSWJvkQnDiXpyT5mxNrqQyh0MrFMyafAAkny4nMZqG7W7T1P3QzkO49lkRm1iqLwLkBKNMqCNG3RTi2V9DGMiYdPfHmfGk68xMS2N1RkZbh0ZGAwG5s+fT1HhCTb97XHGJA304XfWAV8cE5w+0Ol1UobGs3ztN1itVp8cFTRVW/x09uW4jspJru3uDDTRx8LIm+XSQ1//e6g4JOYVCCIYEPyjS5UELpd8Bl95WJ4N0FtnaEmSnKtwPo0OAkKwW+pY9f0pln1zirxSozzEJmkoISEh1Ev1HKk4hvPLMkYdLGTJDSNZMHUkGrXnSVwuhwvTwSpqdp/GcvTssYlKpybssjjCJ8QRGKNr/wLqQIgZ2aLZzZTxI8h86xnmvfBP0tPTmT1zJosee4zJkye3uBFaLBa2b9/OypUrWb9+PampqWR+t40xquPyhMcLQaNZPnbqRNroIc3VFr5IsGxRbZEvN//pcGegSVCY3IugYItvK2WqCiB+fNtdNYU+QwQDgl80BQMad44JGkzyMUBVgfwG3duZytpNGMypVDJv2T6yi+qZM3s2ry1a1OpGarVa5RvpihUs/dd63tp6hIzFVzEmwb35DQ3lFnkXYG85TovcyQ6FnIMQPqEfIaMiUXQWXASFQ/TwNm8AY5IG8vH0Kax87398uPUrpq1f3zyVT6/XYzKayD9yBKfLxehRo3j99ddZsGABGo0GLEPh0Kfgcrj1vXjHy2CxLNetY6fUEQmMGhrvw2qLNxmV2J9xyQkUOeRyzk53BppotJB8Exz7Rp6u6QtN8wpiR/rmesIFSQQDgs9Jdjv2khIAAhIHt/0gl0vOZK7Il3cDLhQuh7zuNmzLPcX0P24mcchQdu7c3G6DmqYhNlOnTpW32Oc9wKRnN7Hpl9OYktJ2wxlXo5P6nEpqDaexFp3dJlaHBBA2Po7w8XEERAa59z2Exsv9EdpJ7HQ12jF/e4C7IyJ46icPcjQ0EEPucXKPlWKxNaINCudueyOjnRI3vPUv9JPO2WLWRcplcUe/dm8t3vAmFrDb5MZUblAoFCyZey1LX3nfR9UWG3k2Lo6K/2zD1SAHTW7tDDRRqWHYdVCU6bteARWHRDDQx4lgQPA5e0kJOJ0ogoJQx8a0/KKtTs4DqCqQs/EvNHXF8pyD8+QUVTP9j5uZNPlKNmx0v3e9PMRmN7Nm3sqMP20m8w8zWuwQWEtM1O4+Tf2+ClwNZ7LJlaAfEUn4hH7oh0e436tAqYKoJNBFdfiw+sw8nCYbmuhQQsYnkapUkjrinNwPpZqS9/ZS/+nnWHZmtQwGQE54i78MSn5wb109ofygR7sXC2ZfzVsff++DaosHSAkP5faQUKo27QLlmb87T2v9lUoYPFk+4ind6/FaWmmaVyBaFPdZotuE4HON51QSKBQKuSSq6igc/hxy1slJWxdiIGC3tTnh0O5wMe+N70gcMtSjQKCJPMTmYxIGD2X+G99jMzVSnXWKY8v2cmJ5NrW7TuNqcKKJDCLm+kSSfp7GoPtGEzIy0v1AQBMEcZd0GghIkkT1l/JNPGLaZSjaukn1v5TgK64EwJyZ2faF+l/q/y56Xd0acDRCeZ5HT9Go1WS88BBFhSeYNXMmZrOHjaaaqy0Kee+NJxj81G0EDIgEl/w9nP7NbzF+/TWSp3kyA8bB4KvOtMX2UoVnfybCxUXsDAhekySJvXv3YjAYyM3NpXb/AVxlZYyJi+H6TzNIHaBG4Y/ZAN2t9kSbSY2rthwi+3gVO3d+5uUQm7dJT0/npWf+x92h4QAoVApCUqIIn9AP3ZAwFMou9GzQRsj5AcrO/7lbDxfTUFSOIlBD+DVjWz8gMATiUgieJDeSsh3IwWk0omqrDj9xMjTU+68tdFcTTCsPd2lWxZikgV2vtpg3r7na4pKkQQDoLxnCkaXLcRqtOE6fpvixxegmTiT2F0+jTUlxf2HRSXIuwbGt8vl/VzXNKwjoIOlUuGiJnQGhy+x2O8uXLyclJYXx48ezePFitmzZwiGzkT3RUfx6+w7Gz5hPytxfsHzN181jWy9ItrqWpYRnSJLEsi8PMWf2bN8MsZk5kw/q6tHEaIm7eQhJv5hI/J0jCR4W3rVAIHyQXDHgRiAAUP3lHgDCrhiNKriNHISBaaBUoRkwQC4bdbmwGAxtX0ylhmE/kqssegunQ04c7KKmagstNtLT05l7221s2bKl1ZAni8XC5s2bmTtnDunp6WixkfnWM0wZP6L5MQq1CkWA/PcSNmsWioAALLt2ceK2uZT+4hfYT7XehWpXWLw85MibP2sxr6BPE8GA0CU5OTmkp6ezdOlSUlJS2Lx5M0ajkYMHD7LLsJu8I0cwGo1s3ryZlNR0lr7yPukPvkROQXFPL91zkgTVbTem2Xu8iryT1SxctMgnL7Xw0UcpsFiovzWByMnxqIO7WO6lVMnd68IGtZsoeD57ZT3GPUcAiLj+stYPCOkv5wOcoTuTK2DO7KBdboAOkn4kr8fnurAz4INclTFJA8n81zO8/tQ9HMzeybRp0wgJCWH0qJFMTJvA6FEjCQ0N5frrr2ffl1/y25Qkdvzzl232X5AccjVD5IPzGfb5Z4TOmAFA3caPOXrjTZS/+ipOk5tHErpIufQwKKzr31xlvpzcK/Q5IhgQPLZt2zbS09Ox2Wzs3LmTNWvWMHXq1FYNWZqy5tesXUtWVhY2hZZJD/+RbXvcy+LuNczl7ZYSGgoq/DLEZvdR90cit6LRQb9L5eMBD9R8tRdcErrRCQQNOi/xU6GAQRNb/FZw+iQALFnt5A00PzAaBl/p0Vrc4ukxgcvVaethd2nUah67/TpyP3yRH959geVP38u0SwdxaXww0y4dxPKn72Xnq0/w8dAh3NaoxPzVrjavI9nPVBNoAtDExxP/yl8YvOYjtBPGIzU0ULViJUdvvJGa/3yE5M7OWqBeDgj0XUwEbJpXIPQ5ImdA8EhOTg7Tp09nUnq6Ry1r5ax5A7NmzmTGk6+R+dYz3depzhsuh9x2uB25J2tIThrm2yE2ScPIPdnFCYy6KLliwMNP4q5GO7Vb5cl9kTeMb/2A6BHyJ89zX+ryiaBQ0HCkAEdFBeqYmNbPaxI5VO7aeKr96YB+V33M5w2RFAoFqSMSW1ZbnPuSxgbK3v2asrU7Cb5sNAFxEXKOzeEiDAeP831RMTaHg9jf/46xl19OWloaqampJL7zDsYtWyh/5RXshUWcfuEFat59h9if/5zgq67qeN6HOhCSb4Dj37bdHKszYl5BnyR2BgT3OBqwF+9j3p2zSExI8Lh3PTRlzW8kIXEw81/894WRQ9BOKWETa6PTP0NsGjz9s1HIb+AxI7q0JV+/40w5YUwY+tRhLb+oDoQBqa2eo46IIHCUXJtuznJjst6A1BbHDN7zYGdAkvw7DrgdEdePRztiIFKDg6IVG3njo69Iuet5xt//Wxb/+T12R0RQOGwYW7OyWLx4MePHjyclJYU333wT7TXXMOyTT4j71a9QhYXRcKSAk48s5OTDP8Z2uJPdNaUKhl4DcWM8X3TTvAKhTxHBgNCx+lNwbBvs/w+rXn+F7EPHyXj7bS+z5jPYe7iQVeu/9fFifaydUsJzaQNU/hliE+jBpp1KLecHhA7o0utJkkT1/86UE05NbV1O2H+cXJrYhuBJ8lFBh3kDTRQKGHx1qx2GblFb2COTLhVKBQMW3MQRl4OZX+/m8b9+QEpqenOOTd6RI+zas4eDBw+ezbFJSWHp0qWkp6eTm59P5AP3M+x/XxL54IMoNBrMO3ZwfNZsSn/9a+xl5R28uAIGpbU63nFLxaGuf9PCBUkEA0Jrdiuc2g8H1kL+F1B9DMnpYNnarb7Lmp81izfWbvW8rro7nTuVsB0pgyLILzjaKpu8qywWC/kFR0kZ5OZ5f0DwmfyA8C6/ZoflhNpwuRqhHU15A+asTPf+LpsrDHxwrOLJz86p7t8VaJJZUs49RUUwaJCcY7N2bcc5NmvWyDk2NhuTJk1i27ZtqMLCiPvF0wz97FNCbroRJIm6tf/l6I03UrHsDVyWtnNaAIhLkXcJPNkxqirwrkxRuOCIYECQSZK8JX70a9j/EZTsaTEdbe/hIvKOlfgua37RIg4eKyE7v5cmK9nqwNJ5El9aUkzzEBtfaB5iMyy68wcHx8jbwOpAr16zuZxwchvlhAMndtgdTzf+MtBocJSeah5b3alAvdxO1xeNctxRV+LW36U/5BQUM/3JfzDpyqvYtWeP24F0Wloau3btIj09nRkzZpCTkwNAwKBBDPz730n84H20l16KZLVSuWwZR2+4kdr//hfJ6Wz7gpFDYPgN7v+sNM0rEPoMEQz0dY1mKM2WdwGObJYbj7QxvMVw8LhfsuYNuR3Pku8R7U0lbEPqkChGDYpk5YoVPnnplStWMDohinFDOugUqFDICXnRw70u2bNX1mPcfaaccNp55YThCXL9egeUOh26Sy8F3DwqaKKPlZsSecXNnYEeyBUAsDsczPvtv0hMHNL1HJsNG0hISGD+/PnY7Wc/qetSU0n88APi//43NAMH4qio4NSzv+b4nNsw79jR9gVD4uReBAF69xYgjgr6FBEM9EUul3zTP7IFDqyRe5t3kmWde6yE5OFJvs2aH55E7rFSn1zPp8zlbk9PVCgULLlhJOvWr8fQXvMdN8lDbDaw+PoR7WeLqwIgNgVC+nn1Wk1qvtoLUhvlhAql3GDIDWf7DXRSYni+6CTod4lnzzmXO8cExjIwnu76a3hh1fpvyc4v8j7HZvVq9u7dy6pVq1p8TaFQEHrTTQz97FNin34aZUgIDYcPU/TQwxQ98ggNR460vqA2XC497KQtNXB2XoHQJ4hgoC9pMMrb/wfWyMcBdSfdPne12uz+yZq39bI2xS4H1Hp2dLFg6kjGDYli/rwHPO5Z36RpiE3qkGgemdbOGX1gCPQfC0GhXXqN83VYThg3xu3XCZ50BQCWnTuRPG1YEz9ebozkLz7qK+ApSZJ8m2MzezZvvPFGm3kZyoAAoh56kGH/+5KI++8HtRrzt99xbOYsTr3wGxyV57WDDtDBiJvk6ZWdEfMK+gwRDFzsXC65e17+l/JRwKn97TbQ6Yg2SOOfrPkgN+e4d5e6Eo8TpzRqJf96+AoKC44y89ZbuzTEZuatt1JYcJRVD0xErWrjn2VIPzkRTOW7P692ywk1OjnocJP2kjEodTqctbU0HPJwa1mhkEcedykBspNA1lItB7w9wOc5NgsXcvDgQbKzs9t9jDoign7P/oqhn3xMyLSp4HJR+5//cPT6G6hcsRKXzXb2wSoNJE2Vj5o60jSvQLjoiWDgYmWthZMG2P8fOPYN1Hu3HZ8yNJ78IwW+zZo/UkDK0K6Vw/mFwwZGz/+cJKeLiO/LWN6vP1nffcvEtAluHxkYDAYmThhP1nffsrxff/SbimgoP+fNV6GEqGFyjoAPE+7kckI5cbBVOWH8ePlm4SaFRoPuzMAej/IGmqgD5AoDddvli+3qbFerh3IFwI85Nm78XAUOGcLA118n8Z23CRozBpfFQsWrr3L0xpuo27jx7O6NUil3hhwwrv2LiXkFfYboQOgn50/ys1qtaLVaUlJSmruMddhFrCucZ7rlVRwGk2/P+tJGD2nOmp86darX12vKmo/feYS6/nGEjB+OMqCHfxxrOi8lPJ8kSZzaeBTz0VomhuvZdu9UFq75gfT0dGbPmsWiRx9l8uTJLXItLBYL27dvZ+WKFazfsIHUIdF89+sbCd1cQmOFlRP/t59BD4xGNzRG7vwX6GbClwfkcsKK1uWEwdFy8OEh3aR0TNu2Yc7KIurhhzxfUFAoDLtW3sFqI4HVY7a6dudJdAe/5NgkJ5Ob6/6QJV1aGoM/+g/1n35K+d/+juPUKUp/8Uuq336H2F88TfDEM/0HBqSCJhiKdrT981+ZjxR3CXv37eve9zOhW4lgwMfsdjurVq1i2bJl5OXloVKpSE5OJiQkBKPRyPLly3E6nYwaNYolS5awYMECNJouDqNpYqmWo/eqo10azeqO1BEJjBoaz8oVK3wSDKxc8SZJOh1DiqspfeMTVPogwq5MIWzK2NZ98buDm6WE56v6tpi6PWWggPg7RxIyMpLMcQNYteUQy778hmnr1sk/A0nD0Ov1mEwm8guO4nQ6GZ0QxesPpbNg6kg0aiWOIVEUv30Q60kjRf/KYeDSW9HH+z4QgA7KCQdd7vZgo3M1NR+y7N6N1NiIIqALxxkh/SBhEhS6W6bZQeDWQ7kCTfyWY9NRP4E2KJRKwm65hZBp06h++x2qVq7ElptL0QPz0F93HbFPPUXg0CEQkyznEhzdKufNnGF3OFi15hOWbXyWvMMF3fN+JvQIhdSru75cWHJycpg3bx7Z2dnMmTOHhQsXtvpUaLVa5U+FK1eybt06xo0bR0ZGBmPGeNg21GmXP/lU5oO5wsffSduWr/mapa+8T1ZWlltz3NtjMBhIT0/n1Udnc1dIGLXfHsBRdTYfQZs0gPBrxhKaPhJld+QUNLWqdbOCoEn9/gpK/iO3hY27ZSiR6S2PPCRJIvt4FYajleSerMHS4EAXqCZlUARpw6IZNySq1acpV6OT4jXHMR88DSolAxbcRNiVHsy2d4O9sp6CJ1aCJDHkjw+eDb4ih8LQKV26puRyceSqq3FWVZH4ztvNxwZdUrQTyg92/jhtBKTMav37DSbI+a9vdhi66PFX3mPLvmIO5vmuPG9UcjKTIyJ45emn0Y4dS8CwYa27RXbCUVVF5RtvUPOfj8DpBLWaiDvvJHrJYtQREWCuhIItYLeSU1DMvN/+i+z8IubMmc3ChYv8934m9DgRDPjItm3bmD59OomJiWRkZLiVQWwwGJg/fz5FRUVs2rSJKVPceCM2V8rHADXHu71DmN3hIP3Bl7AptOwyGLpULmU2m5mYloYWG1n/+hVqtQrJ5cJ84AS13+zH+EMBOOU3cWWQhtBJowi/5lKChvbz3zakqczjBiuWwnqK/nUAySERecUA4qYP9X4dCiVEJSEFRlC66nPqt8s3xLj7riPyRu8y0s9V/p9tVH2yE93oBBJ/dZf8m0o1jJkjdzTsopInf0b9Z58R/dhjxDy+tOsLdLnkG1J9ScePay8YcDeY8KOV675h8Z/fw2g0+uSowGKxEBoSwnMxsdwRHg6AMjiYoEsuQXvJJWgvHUvQ2LFoYmPdul7D0aOU/+UVTN98I18rJIToRQuJuO8+lFID2z54lelL/khi4hAy3n7bf+9nQq8hggEfyMnJIT09nUmTJrFhwwaPbpJms5lZs2aRlZVFZmZm2xG1oxGqj8q7AJZqH67cczkFxUx6+I+kT7rC40YqZrOZWTNnkpW5o92phY5aE3Xf51L7zX4aT5+d3Bc4KIbwa8cSdsVoVHrfnMMC4HLKfRY8OF5prLJyYsU+nBYH+lGRDLxnFAqll4GKOkgeMnTmZiy5JMrf/5rqL+Tt/Khb0om5o5NpdW5wNdopePxNnCYbA5+YTcj4M9nkA1I7TiRzQ82aNZx+7nm0l13G4Pff8+paOBrg0Caw1bf47XMn/uUWVmLVDWh5dj1mJIqc/7bY6u4WkkuuwggbCKHx/HCskvETL2fz5s0+OVbbvHkz119/PZt/8hOGV1Zhzc1FaiOZV92/P9qxY9GOvQTt2LEEpaSg1Onava45K4uyl/9MQ55cQqiJj6dizmym/eIXHk8mBTffz4ReSQQDXrLb7aSnp2Oz2di1a1fXPy1PnIhWqyUzM/PsmZuxTA4Aak50/5tbB7btOcyMJ18jIXEwqzMy3DoyMBgMzJ83j6LCE2z62+NMGT+iw8dLkoT1cDG13+ynfufhc+a+qwhJSyb8mrHoRiV4v1tQWyS3YXaT02LnxMr9NFZaCRqgJ3HBJSgDvOsCiDYcopLlvv3nkCSJqk92UvGRPNApbMol9H/oBhRtlR66qfab/Zz65xdoYsIY9tcF8jZzYAiMntXq9T3VWFzM0anTQK0mOSsLlb7ruwyAnMeRtwmcjfLZ9fpvWbZ2K3nHSuSz6+FJhISGYTQayc/Pl8+uhw9lyewrWDD7ajRqP6dEuRygj5MHREUMlpMvz5AkiZSUFFJSUlizZo3XLzV37lzy8vLIyclBoVAgORw0HD2Kdd8+rPv3Y9t/gIaCAnlX5VwqFYHDh7fYPQgcNgyF6uzPrORyUbfxYypefRXr6dPcXXwSEhLYtXu3b9/PhF5NBANeWr58OUuXLmXnzp1eNRdpOkd//dW/8djtP5KDgB6YsuaunIJi5r/4b/YeLnQ/a35EIquff7DNHYGOOM026nYcpHbrfhqKzk5p08SFEz5lLGFXjUET0YVEO4dNbsXs5tmyy+Hi5L9zsJyoRx0eyOCFl6IJ9TKnIWyg3HSng6CmZus+Tv/rfyBJ6McPJ37xLV2qvJAkiePPrqahqILYu68havqZbPJh1/psfn3B1GnYi4sZuOJNQq65xvsL1pWQ88W/mfebt+Sz69mzWbioo7PrFaxbt55xyQlkvPCQxz9rHXI55T4PoQPkhj1Rw+SyyHY0vTf4Ksfm9ddf57HHHmv3cU6TGVtuLtb9+7DtP4B1/34cZa2ripQ6HUFjxjQHB9qxl6KJi8VltfKXBx/kV2vW+O79rJM1C72HCAa84Pvo/zby9u4i58PfXhBlOu19WmvOms8/gtPlYlRCP5bcNdXrT2uSJGE7flreLdiRh6upe6FSgT51GOHXXIp+7BD3PzlXHHa7gkCSJE6tzacuuwJloIrEhWMJivPik69SBVFJ7rWFBYy7j1DyxsdIdie6kYMY+OQcVDrPBhRZDp2k8PcfoAjUMPy1R+UqgpD+MOLGrnwHbTr13HPUrllL5Lx5xD3zS6+vJ+fi3ExiQqJnZ9ce7EJ1yGGTP/GHxENEYqezGs7l613DrKws1B7++7GXlWHdtw/b/v1Y9x/AmpOD1EZFgjoujqBLLmHq+nWMnTSJNWvXerzW852/myH0biIY8MIPP/zA+PHjfX4u+MO7L5A6ItEHK+wekiSRnV+EIfc4ucdKsdga0QUF0P/oaYZXmJgy73qib0n36Wu6bI3U7zxM7Tf7sR45m2imjtATdvUlhF8zloCYsPYvYKuHshy3X6/iqyIqvy4CJQx6IAX9cDdHDLdFo5XzAzTtn+W2xZxXRPHf1uGyNhKYEEvC03NRh7u/I1L8jw0YDfmEX3cp/R+6Qd6NGHUr6CI9/Q7aVf/ZZ5Q8+TMCR4xg6MYNXl3L61ycTvJT2uS0y4mcTZ/+Y0aAxsNmSOfIyclh0qRJpKen+yefyEOS00lDwdEzuwdygNBw5Ai4XBy02ZhbeML372c//EBqaqrX1xP8SwQDXli5ciWLFy/2bcZwaCjLn76XR+Zc4/0Ce1j1/36g7O0tLbPW/aChpJLab/ZT910uTtOZpCoFBKcMJvyasejHJ6HUnPOJysNSwrrsckrXyF3Y+s1KIiLNiyFBuih5R6CL0wZthWUU/XktzjozmthwEn5xOwFxnQcm55YTDv3TQwQOjIaYkZA4qUvraI+jupojV8hd94Zv/x51lHs7H+fz2afqM5Urmf96pu1dKUmS23PrIuRP/5FD5B0AH9q2bRszZswgISGB1atXu59j002Z+S6zGWtuLitef51ffPCB79/Pli/nkUce8cFKBX8S7Yi9kJubS3Jyct+Y5NcF+rGDAbAcLj67pe8HgfHRxN17HUmvP0r8klsJHjMYJDDnnKBk2ccULH2Tsne/pqHkzMAWc4XbgYDleB2l6+Tpb1FXD/QuEAhPkD9pejF2OCgxjsHP34MmNhx7eS0nXnwfW2Hn3SZrtpydThg4MFo++x7g+09r6shIAkfI2/KWnTu7fJ1Vq1aRnZ1NRkaGdxP/MjLYe7iQVeu/PfsFRwPYrRAUDv3GwPj5MO5eGHaNzwMBgClTppCZmYlWqyU9PZ25c+eyZcuWVq29LRYLmzdvZu7c20hPT29OwPN3iZ4yOJjgiRMpjIjw/fuZh10ThZ4jOhB6wWq19o1Jfl2kiYtovmmZDxYRclmSX19PqVETmj6S0PSRNJbXUrvtAHXfHsBRY6L6i91Uf7Eb7fABhF8aSmhKRKdVAA0VFk6+lwdOiZAxUcRM6+KNQqmG6OQuDuNpLSAugsHP30PRn9fSUFRO4e8/YOCTcwgeldDm412Ndmq/OW864YBUr7a/OxKcnk7D4cOYM7MIvflmj58vSRLLli1jzpw5vpn4N2sWb6z5ikdvvw5FSH95OE8XWi57Y8yYMWRmZjZ3J502bVpzN7+zOTZyRcToEUm8/qfnWfDTX3VrJr7f3s887Joo9AyxM+AFrVbrn0l+2l42ya+LFAoF+rFDADDv794+8QGx4cTefhVJry5i4M9uQz9+OCgVWI+UcmrtIY78aRenNhRgLTa2ORbWYbZz8u2DuKwOtINCGDA3uWu9BAKCod9YnwUCTdThehJ/fTe6kQNxWRs5+ec1GHe3Mb+eNqYTBoXJRwR+opsk54eYMzO79Py9e/eSl5fHwoULfbKehYsWcfD4KbJV4+RkyW4OBJpoNBoee+wxcnNz+eGHH1i+fDnTpk3j0ksvZdq0aSxfvpwffviBnNxDPDbrCjQqL0tWO2K3galCbrZV8gMc24bWehpjvW8rmEwmE7oO+hwIvYfYGfBCSkoKy5cvbx7a4a2mSX4//clPYcxt0FAvJ7qd+7+NJo+H6fSk4EsGU7NlL6ZuDgaaKFRKQlKHEZI6DHtlNXWfb6HWcBp7tY1aw2lqDacJ7BdMeFocYZfGotKqcdldFL97EHu1DU1EIAPvG4VS04U35uBoiBzm1bFAR1S6QAY9fQclb3yCac8Riv+xgf4P39Bi8FCL6YTTzkwnHHS5PLHOT3QT0kCtxl5cTGNxMQEDPSvvMxgMfpv41xsS2RQKBampqR2vJSpJLi+O9SJoczSeee+oO+c9xCj/t6Oh1cNTEiJZ/mGBb9/P8vP56U9/6vW1BP8TwYAX0tLS/DLJL+3yy+UpbkGhcH5CvMsl/2Nu+kd9brDQaPJ6Db6mG50AKiX28loaT9cQ0M+LLHwvaagk+uqBRF0Zj+VEHbW7yzDmVtJw2kzZJ8co//wEISlROOobsRYZUQapGPRACmq9pzs1CvnsOdT/45mVAWoGPj6TU//6krptBzj1zy9w1FuIuuVyFAoFlkMnz04nnDJW7mngQXlcV6j0wWjHjsX6ww+YMzMJuP12j57vl1ycC+3sOnKI3JI5KqnjZlBO+5n3gLqWN3tbvVwW6QF/TSb1pseC0H1EMOCF1NRURo0axcqVK30zyW/lSkaPHs24cePaf5BSKW85t7Xt7HK2HSQ0GHssUFBpA9GNGIjlYBGm/ceJ7KlgoMEoz3UAFEoFwUPDCR4ajtMylLp9FdQaTtNQZqF+39mhT6GXRKPSefhPRKWWxw4HdVDW6GMKlZL+P74RdWgwVZ9kUfHRtzjrzcTecx01//sBODOdUK+DQd3zxhycno71hx+wZGYR4WEwIM6uz4gdLc9YiB19zif88/5921u3JO4qn08mdef9TOg1RDDgBYVCwZIlS1i6dCkGg8HrLmPr16/n9ddf73qDDqWq/UDB6Wh/R8Hu3zfJ4EuGYDlYhPnAcSKvv8yvr9UmSWp3tr1KpyFy0gAi0vtTsbmQqm1nWxPXGsqo3VNOyMhIwifEETw8ouO8gUC9HAioPWsG5AsKhYLYO69GFaql/L2tVH+xh8aKekx75DyCyOvHyzeVbgpSgielU7l8OeasLCSXy6PpekFBQRjr6zt/oAd6/dl1e/8+i7IgbKechOpnCoWCJXOvZekr7/eO9zOhW4k+A17qDV3GvNb8RtTGjoIPAgVbYTnHn12NIlBD8oqlLWv+u4OpAqraTq5rYi6opSgjF1wSUVfFExCtpXZ3GdaTZxNE1WEBhF8WR/j4ODQR52Xi6+PkrV1Fz+fk1n2fS+mqz5unP2pHDmTwbx+GlDkdts/1JamxkcOXpyNZrQzZuIGgER13AXTW1WH6/ntMW7/irf+u58WiIowm08VV796VnbsGE1ir5bLUbuCzyaQ9+X4mdIn4W/KSRqMhIyODSZMmMWvWrC53GSsqKiIzM7Nn/uGo1HIXurY60TWfSbYRLLh5JhmYEIMqLBhnnRlrfgnBKd3YXdHlhNrCDh/SUGam+P08cEmEXhpDzA2DUSgUhE/oh63MTO3uMur3luOoa6Ry60kqvzlJcFI44RP6ETIqCkXMMAjxov+Aj4VdmYIiSEPJqxsAcNaZcYYko+qmQABAERCAbsIEzN99hzkzs1UwIEkSDflHMH2zFdPXW7AeONg8ZCdFAqfLdWGeXbeZ02PsevJvoB6Mp+Spmir///1p1GoyXniISQ//kVkzZ3Z5amGPvp8JXSJ2Bnykt3cZ84sW2crnvfmdFyiUrvyMuu9yiJw+kbi7r+m+NXYyldBhauTEm/uw1zagTQwl4aExKNWtP9277C6MeVXU7j6N5ejZ8itVSBBhV8ntjwMHdK3bnj80TSdEoQBJImDYMBLe+ieaft0XtFS99S/K//IX9FOmMGjlClwWC+asnZi2bsH07Xc4yipaPD5weBLBV19N8NVXM3H+fFLGjPHLxD+vuVzyjb27qn3sFjCVQcQQ3163A12eTHohv5/1cSIY8KGcnBzmz5/P3r17mT17NovamK7WPMlv5UrWr19Pamoqq1evvvjmfjsaWuwo1H35FaUvv0XgoFiG/nF+962hdG+7UwldjU4K/3kAW4mJgKggEhddilrXeZOXxmobtdk11O05jaP2bCdDbfJAwq8ZS+jlI1AG9tzY1nOnE0benEb97uM4yitR9+9Pwlv/JHDo0G5Zh+3gQY7PuQ2FRoPusrFY9u5HarQ3f10RGIgu/XL0U6agv3oKAQPPVjl098S/ViRJvrGfv53fUCdv3bs56dJnqo/JsxK6MR+lxWTS2bNYtKiDyaQX+/tZHyCCAR+z2+3NXcby8vLa7zI2ejSLFy9mwYIFfWLet6OmRu5ZL0kkffUlmrAg+c31/Bpopw+7L1bmN1cQnE9ySZR8cAjjwSpUOjWDF15KQLSb59Mh/SEiEckFpn3HqN26D1P2seZPhEptAKFXjCb8mrFoh3T/8YE5r4iiP3woTyd8+0+4YsZR9PCPaTx+HFV4OIP+byXasWM7v1AXSHY7lj0/YPrqS0zffkdjYctdGc2AAeivmYJ+yhR0l1+OMqjtLojdkosjSXJb6vNv9k3/3d03/I44GqC+BCK7J5Br0jyZdMMO8vKPifezi5gIBvxEkiSys7MxGAzk5uZisVjQ6XSkpKSQlpbGuHHj+lyW7fE77sS2fz/9//AHwm+b0/aD7NY23pjPvFm7HO6/WIMRTh9o98tlnx+n+vsSFCoFCQ+NQTfYjSx7hVJuIqSPab3saiN13+VQ+81+7BVnjxECE2OJuPZSQq8Y7fHI4Y5IksTew0UYDh4n91gJVpsdbZCGlKHxJGSfIPFoGRFTL6P/3/4PAvU4amo4+chCbAcOoNDpGPjaa+iv9E1TH0dFBaZvvsb09RbMu37AZT4n6fTMMYVu8hX0e+YZAoYNc/vn3mcT/779ijHDBp1zlFV39lzf5fT02+05NYUQHAMB3V8VIY2ZS3ZegXg/u4iJYEDoNhWvvUbl8jcJuelGBv79755foNHS/qe4cwMFSYKyA/J2bhtqdp7i9MdHARhwxwjCLm19c29FHSgPGQroeGSw5JKwHCyi9pt9GHcfQXLINxtFgJrQiSMIv/ZStMnxXX7jbP6ktnYrecdK5E9qw5MICQnBaDSSf6QAp9PJMK2Wxx+dx6N/eq35k5rLbKZ46eOYd+wAjYYBf/ojYdOne7wGyeXCduAApi1fYPpuO7ZDLSs1VJGR6K++Gv2Uq7GfLqP85ZfRTZhA4rvvePxaXc/FmUdR4Qk2/f0JpqT6dyZGt3E65GTY7m6nrI+FkZ7/nAgXFhEMCN3G8sNeCu+5B2VYGMk7tqPwZe/1RvPZwKA8D4p2yEmMdluL7V7T4WpOvnMQJIiZmkD0tW6UbAWFyYOGVJ5tfzqMVuq351L7zX4ais8eVwT0jyT8mrGEXZmCOsz9T7s5BcXM++2/yM4vYs7s2SxsIyfFarXKZ7grVrBu/XrGjRtHRkZG8xmu1NhI6S9/Sf1nn4NCQdyzzxJ5372dvrazvh7ztq8xbf0KU+ZunDW1Lb4elJIin/1fM4WgMWOa+wo0FhZy9IYbQaNhxM4slF2o9W+RizNzJosee6z9s+sVK1i/YQOpIxJZ/fyDjEnyrBVyr1dXLE9bDOw4KPWpQZdD3Ojuez2hR4hgQOg2ksNB/hWTcdXXM/jDD9D6ozOZ0wG561qOKHY0gMOG7XgJha98gavBQdiEAfSfPZROP5+Hxss13l5sgUqShO3oKWq27qM+6xBSw5kkOpWSkMuSCL/2UoLHJHbYmGfbnsNMf/IfJCYOIePtt92a5tdedrfkclH2h5eoee89AKIfe4zopUta7FZIkkTjkSOYtnyG6bsdWPbnNvctgDNjbydPPpP8dxXqmLZ3VyRJouBHP8JReopBq1ahv+rKjhdtt7XezrfVYzfV8LdnV7Bq+z6OWq3NOyLNZ9dndkRGD41n8dxrWTD7ajQXY1mbyyknE0YP777XHHtnjxxNCN1LBANCtyr+yU8xfvkl0YsXE7N0ie9foHQvlGa3+m17tZETL7yDo8aEbnQCCU/fjkKtOrt74Djzy24Fh1XurxA5TB425ENOawP1WYeo/WY/tqOnmn9fHRVK+JRLCJ9yCZqo0BbPySkoJv3hl5g0aXKX676zsrLIzMw8u0MgSVS++SaVr70OQPhddxL7859jzfwO09avMe3Yhf1UWYtrBQwdKt/8p0xBd1kqigD36t5Lf/UsdevWEfnwQ8T9/OceD9BpcvTpf9JQUkXlzIkcUivIPVaKxdaILiiAlKEDSEsZwrjkhIv/7Np4GjTa7ukmGdIPRtzk/9cRepwIBoRuVbt2Lad+/RzaSy9l8H8+9O3FG82Qs65VoqHL1siJ371PQ2E5AQMiGfzCfaiC285iB+QBUUOulZsxnX+zstX5rJbcVlRO7Tf7qfs+F5flzE1QAcFjhxJ+zVhCUofhQPJpR7jMzMwW2d6Vy5dTcSYgQKlsbvwDZxoHXX6m9G/K1QQMGuT+i54zQKdu02eUvvQGgUPjGfrSwx4P0AFoKKni2C/eQqFWMXz5Ep8mY15wJJc8erg7dgcSJnk3OVG4YFyE+2hCbxZ8pbxNbD1wAGdtLarwcN9dvGRPq0BAcrkoeeMTGgrLUYXqGPTU3I4DgbBBMOTqs21725sc2WhsPSXOw6YzQQmx9HtgKrF3TcG4+wi13+yXZzjsO4Z53zFUoTrWhajJzi9i586dXQoEAIKDg1m9ejXp6en834oVzB+XgvnbbzFt30nDsRMtvi9FQAChM2YQMnUqwemXd3zG39TGupMBOrr+8p9Hw/ESHDU1qEM8bzFs3J0vXyslsW8HAiBXtWjDwVLddtdQn73OmembQp8gggGhW2n69SNweBINRwowZ2YSepOPtiBNFfKnpfOUvfs1pr1HUWjUDHpyDgGx4e1fY8A46D+u8/wApVLeom1rm7ZV//lz/rud/vPKAA1hV4wm7IrRNJ6upnbbAWq/zcFRa+KfOUXMmTXLrRyBjqSlpTF71ixefeYZro0feHYrXalEm5pKwJDB1G/6FMlmo+HQIWJ/9qQcCPhgwJUmQk/gwGgaiiux5BUROrHjOQVtMRrkYCA0Ldnj516UdNFQVQDaCK/yWToU0l8+jhD6BBEMCN0u+MqraDhSgOm7730XDJzc2eq3qr/c0zzCd8Cj09EmDWj7uaoAeTcg3INt8PZ0NDnS5Ww7SGiob054DOgXSeydU4i57Uq+/2QHR186zIpHH/V+XcDCRYu4ft068gMCSLvpRnn7f/JkVKEh0FBPxPRrOPnEs9gOHuTE3FkkPHs/AeG+aSCjG51IQ3El5txCj4OBxoo6bCfKQKFAf9lFUiboLYVCzmexVMq9B/yhG9sfCz1PBANCtwu+cjLV//435u+/R5Ik7xO+qo6CuWWfe+OeI5S9+xUAsXdNaf8GpA2HYdd1TzKWUiV/ktNGtP7aeZMjFQ1GDgbsQ6VSMXmyb5oDTZ48GZVKRdn9s4i/86YzI3I3N+9YaDWQ+OwdnHz5I+ynKin89f8x6Bd3EDTI+5tNcEoCNf/bgyW346FRbWk+Ihg5EHWoyGpvpo2Qdwd0Ub6flqlQiiOCPqbn560KfY5uwgQUQUE4ystpyO94tHCnnA4o+aHFb1mPn6Zk+SaQIPzaS4mcPrHt50YMhpEzuicQ6EzT5MiIwdB/LAyeTG6VguTkZJ+M8QXQ6XQkD0/i4A+ZUHEI6ktbHV0E9o8k8YV7CRwYjaPWTOHv3sdyuP1BT26/9ii5PLPxdA32ynqPnms0yD8jIeKIoDV9HJjKfX/dbp6DIPQ8EQwI3U4ZGIjucvkGbf7+O+8uVpbT4oZmr6zn5Cv/RWqwE3zJYPrNm9p650GhgIETYNi1HjcS6k5Wq5WQkBCfXlOv12OxdTz/QRMRQuJz96BNjsdlaaDoTx9h/KHAq9dV6QIJGirPaTB7sDvgqDVhPSIHIyHju7G2/kIRGCLnbvi6rXLEYN9eT+j1RDAg9Aj9ZLmqwPTd912/SKO5xfwBp6WBk3/9L846M4GDYohfOlPuJXAudRAMvx76XdL11+0m2qBAjEajT69pMpnQBXXeH0AVHETCL+5AnzoMye6g+NX11H7b/qwHdwSPGQx4FgwY9xSABEFD+7XqvyCcoY+TRxz7ikIpN9oS+hQRDAg9IvhMJzrrnj24zOZOHt2Okh+aSwklh5OS1zfScLICVVgwg352W+sSNF0UjJoBoe0kEvYGtnowV4G5kpTkoeTn52O1Wjt/nhssFgv5RwpIGere968M1DDwJ7MIu2oMuCRO/d/nVG1qnajpruAU+QZjzi3E3fYmTfkCIRPEEUG7AoLB2eDZIK+OhA08W1or9BkiGBB6RMDgwWji45Hsdsy7dnl+AXOlnDyF3E3v9NtbMB84gSJQw6CnbkMTfd6nyKgkGHGzvK3amzga5Xpxc5X8Sx0EwVEQHE3a5GtwOp1s377dJy+1fft2nE4naSnuZ4kr1Cr6P3ITkTfLA4LKP9xG2ftb3b6Zn0ubFI9Co8ZZZ6axtKrTxzvNNswHiwCRL9CpkP5gPNX549wRKaoI+iIRDAg9QqFQNO8OmL/vws3unFLC6k93Ufv1PlBA/GMz0A7pd84LKSEhHYZcJSfp9TRJkpv0WKrlX84GOXEwOEr+dc4nstTUVEaNGsXKlSt98tIrV6xg9NB4xiV7tgWsUCiIu+daYu+SZxtUf2bg1P99jnTOrAJ3KAPU6EbEA+4dFZj2HgWni8CB0QT292NznYuBOkj+2XJ2nA/SKaVabrwl9DkiGBB6jP6qqwAweZpEWH2sOYO6ftdhyj/cBkDcvde1TDLTaCH5Rogd5ZP1dpndBtYa+ZetVh6DrIuUf3WwU6FQKFiyZAnr1q3DYDB4tQSDwcD6DRtYPPfaLpdyRs24nP4LbgKlgrrvcih+dT2upqFLbtKNlsvVzDmdBwNnjwhE4qBbQvrJcwu8ETawVyfVCv4jggGhx+guvxzUauyFRTQWFbn3JKcDivcAYC0opfTNTwGImHYZETeMP/u44BgYdQuExPl62Z1zueRP/9Za+RfS2f4C2gi534CbFixYwLhx45g/fz7mLuZWmM1m5s+bR+qIRB6ZPaVL12gSPuUSBv50NgqNGtPeoxS9vAan2f1ZA8Fj5GDAklfU4c6Cy9aIaf9xQBwRuE0VIO+EdTDsqVPiiKDPEsGA0GNUej261FQATN+7WVVQnguNJhrLazn5t3VIdgf61GHE3X/d2U+8MSPlSWsBXevl3yV2qxwANA0yCgw924nQi5auGo2GjIwMioqKmDVrlscBQdPUwqKiQlY//yDq86sruiDksiQSfnkHSl0g1vxiCn/3PvYa96oeggbHodQF4rI2Yjve/qdY04ETSI0ONDFhBCbEer3mPsOb3QGVBkIH+nY9wgVDBANCjwo+c1RgdqfEsNECp/bjNNs4+cpanPUWAhNjiV98CwqlUv5UNPhKSJzk0afvLmmaQWA701JYoTo7ryAo1Kf94seMGcOmTZvIyspi4sSJbh8ZGAwGJk6cSFZWFps2fcqYK2/22Zp0IwaS+Ou7UYcH01BcSeFv36PhVHWnz1MolQSPPltV0J6mWQQhackX/0hiX1Kq5bwTN+dGtBA2qHfk1Qg9QgQDQo/SXym32jXv3InU2EnyU8kepMYGiv+xgcbSatQRegb97DaUQQHyLsDI6f4d69pogQaTHAQ4GuTz/qBQ+ZefS7GmTJlCZmYmWq2W9PR05s6dy5YtW1qVHVosFjZv3szcuXNJT09vHls85ZprYOB4SJzss0AlKCGWxOfvRRMXjr2ynsLfvY+1g0/7TXQpZ/IG2gkGJIcT0165UkSUFHZBV7sSiiOCPk2EgUKPChw5EmVUFDklJfzvuecpsFqwWq1otVpSUlJIS0sjNTUVhaUKqfIIp976EsvBIpRBGgY9NRdNZIhcVjV0iu8nrDkdcrY/yJnaGq3/dxw6MGbMGDIzM1m1ahXLli1j2rRpqFQqkpOT0ev1mEwm8vPzcTqdjB49mtdff50FCxag0ZyTEBaTLAdOx77xPvMcCIgNZ/Dz93LyL2uxnSij6A8fMPCJOQSntN/Xvulr1iMluBrtKANaJqyZcwtxWRtRhQW3P1xKaJ9CCRqdfFwVoHfvOaoAuQWx0GcppK4UDAuCD9jtdlatWsWrv/kNRyoqmm9sISEhGI3G5hvbqFGjWDL3GmY7Gqldtx0UCgY9dRv6S4dCXArET5DHCvtCY9P2qnRmy7V39meXJIns7GwMBgO5ublYLBZ0Ol1zADVu3LiOt9etNXBkS7tjlT3ltDRQ/Op6LAeLUKhVDHhsRrvDoSRJouDxN3HUmEj45R3NnQmbnHrrC2q37if8R+Po/+D1PllfnyNJUFvoflvhqCS5/Fbos0QwIPSInJwc5s2bR3Z2NnNmz2bhokVMnjy5xVAeq9XK9u3bWblyJevWrWNkUBB/jI3jqoUziLg+DRKvgKhh3i3EaZc7tzX9M9Bo/TcfvrdptMDRr+QGTj7ganRQ+uYm+bxfAf3mTyPiR6ltPrZ0xafUfZ9L1C2XE3vn2QoHyeXiyJLlOOstbQYKggcsVXJA684gruHXQ5jYGejLRDAgdLtt27Yxffp0EhMTycjIYMKECZ0+x2AwMP/++yk8cZxP3/wVU+5cKtfpe0qSWpZeKdV9O2nK6YDj26DWzdLOTkguF6dXb5abQAHRt00metYVrXYpar49wNevreeQPoCyMYOw2uxogzQM12kZ8HUOKZFhjFi+pPVsCcEzNSc63x1QB8HYO323uyZckEQwIHSrnJwc0tPTmTRpEhs2bCA42P3yP7PZzKyZM8nauZPMzEzGjBnj3hOddpCaatoVou/6+SQJinfLEyB9cjmJynXbqVy/A4CIaanE3T8VhVKB3eFg1fpvef0/X3Go8BQqpZLk5OFnj4aOFOB0OhkeGc5PfzyDBbOvRqPuw8Gat2x1cuVLR4FzzAh5l03o00QwIHQbu91Oeno6NpuNXbt2eRQINDGbzUycOLE5S75FclwTl6vl0BalWnzqcUf5ITiZdfbIxEvV//uBsne2gASh6SOpnjaO+b9fTXZ+UedHQytWsG79esYlJ5DxwkOMSRL1711WUyhPIWzv+Cv5Rgjt371rEnodEQwI3Wb58uUsXbqUnTt3unU00B6DwUB6ejqvv/46jz32mPybTgfQ9KOs6Ntb/96oK4FjW+XdFF9cLjOP0hWfYjCaePT0KQYnJZHx9tvuHw3Nm0dR4Qk2/e1xpoxvOyFR6ESjWe47EBzT+msarXxE0FfyZIR2iWBA6BaSJJGSkkJKSgpr1qzx+npz584lLy+PnH3Z8nm0UiXe0HzFUg0FX/ms0mDX5zu59sW3mHT11Wz8+OOuHQ1l7iDzrWfEDkFX1RbJcwcU5+2QxY6SB3kJfZ7YOxW6xd69e8nLy2PhwoU+ud7ChQs5ePAg2Qdy5F0AEQj4ji5SbuCki/L6UnaHg0ff/5LBw5M8DgQAgoOD2bBxIwmJg5n/4r+xOxydP0loLTgWzBWtfz9CNBoSZCIYELqFwWBApVIxefJkn1xv8uTJqFQqr6f5Ce0I0MGIm+WzZi+sWv8t2flFZLz9TpdyREAOCFZnZLD3cCGr1n/r1Xr6LE3QmTJa59nfCwgGvZj7IMhEMCB0i9zcXJKTk1ski3lDp9ORnJxMbm6uT64ntEGlhmHXyY2dukCSJJat3cqc2bO9yhEBSEtLY/asWbyxdiviZLOL9OftDkQMFjtqQjMRDAjdwmq1EhIS4tNr6vV6LJYuDGQR3KdQwKCJ8rmyhzeOvYeLyDtWwsJFi3yylIWLFnHwWAnZ+b7pidDnqALkEtumShtxRCCcQwQDQrfQarUYje6NuXWXyWRCp9P59JpCO2JHwbAfyWNu3WQ4eNw/R0O5x31yvT5JHysPMQoMAX0b1QVCnyWCAaFbpKSkkJ+f32rKXldZLBby8/NJSenaFrbQBeGD5DyCAPfO/nOPlZA8PMm3R0PDk8g9VuqT6/VJSrVcURAiBkAJLYlgQOgWaWlpOJ1Otm/f7pPrbd++HafTSVpamk+uJ7jJg0oDq83un6Mhm/fTFvu04JhzOnIKgkwEA0K3SE1NZdSoUaxcudIn11u5ciWjR49m3LhxPrme4IGAYBhxE4QN6vBh2iCNf46GgkQ7aa/oIuSOgw2+6SMhXBxEMCB0C4VCwZIlS1i3bp3X5YAGg4H169ezePHijsf0Cv6j0kDSjyB2dLsPSRkaT/6RAt8eDR0pIGWo2OL2SsQQ+VeNyL0QzhLBgNBt7r/ySkbp9cy//37MZnOXrmE2m5k/fz6pqak88sgjPl6h4BGFAhIuh0GXt1lpkDZ6iH+OhlJEFrxXIofIszoCQ8Fa29OrEXoJEQwI3cKctZPSBx/ipcgoCo8fZ9asWR4HBGazmVmzZlFUVMTq1atRi2l2vUPcaLnSQNny7yN1RAKjhsazcsUKn7zMyhUrGD00nnHJ3jVC6tO04aCNkP87IhHqTvbocoTeQwQDgt/Vf/ElJxcswGU2c+mVV/Lxhg1kZWUxceJEt48MDAYDEydOJCsri02bNrk/vljoHk2VBpqzpZ4KhYIlc69l3fr1vjka2rCBxXOvFUdD3ji/t4AuCsxVPbMWoVcRwYDgVzUffEDJE08g2e2ETJvGoH+u4rqbbiIzMxOtVkt6ejpz585ly5Ytrc6WLRYLmzdvZu7cuaSnpzePLZ4yZUoPfTdCh4KjYNQMueLgjAWzr2ZccgLz583z7mho3jxSRyTyyGzxd++VyPOCgdABYDzVM2sRehUxtVDwC0mSqHx9GZXLlwMQfued9Hv+ORQqVfNj7HY7q1atYtmyZeTl5aFSqUhOTkav12MymcjPz8fpdDJ69GgWL17MggUL0Gjcb3oj9BCnHY5ta96CzikoZtLDfyR90hVs2LjR46mFM2+9lZ3bt5O5+lkxtdAbuigYfWvr3zdXyl0JQ/p1/5qEXkMEA4LPSU4np3/7IrUffQRA9JIlRC9+rN3tXUmSyM7OxmAwkJubi8ViQafTkZKSQlpaGuPGjRNbwxcalwtO7oSKQwBs23OYGU++RkLiYFZnZLjVH8JgMDD/gQcoLChgef8BzHzydsKuFE2muix+PPQf2/bXynK7PINCuDiIYEDwKVdDA6VPPYVx8xZQKOj3wvNE3HVXTy9L6ClluXByFyDvEMx/8d/sPVzI7FmzWPToo0yePLlFh0KLxcL27dtZuWIF6zdsIHVEIq9MSCFuVwGolCT8fC7BYwb30DdzgbtkrtyGuC3WWmg0QZjYeemrRDAg+Iyzvp7ixxZj2b0bhUbDgFdeIfSG63t6WUJPqymE49+Cy4Hd4WDV+m9ZtnYrecdK5KOh4Ulnj4aOFMhHQ0PjWTz3WhbMvhq1UkXp8k+ozzqEMiiAxOfuIShRjN71SHCMnM/RkfI8iBkpJhn2USIYEHzCXlbOyQULaMjPR6nXM/CNNwi+fGJPL0voLcyVUPAV2OUpk5IkkZ1fhCH3OLnHSrHYGtEFBZAydABpKUMYl5zQ4mjIZXdw8s9rsOSdRB2hZ/AL96GJDu2p7+bCMzAN+nVSgdNolv+eIhK7Z01CryKCAcFrDcePc/LhH2MvLUUVE03CqlUEjRzZ08sSepsGExRsAWtNl57uNNso/N37NBRXEhAfxeDn70UVHOTjRV6kxt7h3oCpisMQNVxuSiT0KeJvXPCKdf9+Cu+5F3tpKZrEBAZ/8IEIBIS2BerlXgSh8V16uio4iEE/n4s6Qk9jSRXFf1+Hq9Hh40VehPRxbk+aJGIw1J7w52qEXkoEA0KXmb77nsL5D+KsqSEoJYXB779PwECRgCR0QB0ASVMhZkSXnq6JCmXQ07ej1AZgOVRM6cpPkVxic7ND5/cW6Ig6UK4EcYogq68RwYDQJXWffMLJRx9FslgIvuIKEjIyUEd1PtZWEFAqIfEK+Ry7C4IGxTDwidmgUmLceZjyD7b6eIEXEYUCwj3MAYgYDLWFflmO0HuJYEDwWNXq1ZT+/GlwOAidPp1BK95EpXe/kYwgAHJC27DrWs00cEfw6EQGLLwZgOrPd1P9xW5fr+7ioO8HAbrOH3culVoOIhyN/lmT0CuJYEBwmyRJlL/yCuV/ehn+v707j46yvvc4/n5mSybJkIQ1ZEWBIA5Wo4YmYqULuIEtVWyr1q11u4bctrbec23P6XJOqz1Vq6dQqo21SW1pe1XgttZza2wttimBsUA1JBY3yAJBQAJJJstkZu4fYyKULSHPzDPL53UO5whkfs83OYZ85rd8f0DuTTeS/+APMFy6X15OU24JzLkCnO5Tf+y/yb7obKZ+LtKeeO+v/szhTa+bXV3iG8sSwZFyZkBXq6mlSHxTGJBRCQcC7Lnv6xx44mcATLnnHqbddx+Gdh3LeGVOhrOWRm7UG6OJS+aTu/h8CMPux/6A/3XdwjfidJYIhtlskf0dgX5za5K4pX/J5ZRCfj9tK1ZwaP16sNuZ/r3vMfmO29UiWMyTlgVzloz5pIFhGEy78eN4LpxNOBCk7YdrGejYH6UiE4wnH5zjOHqZXQSH2s2rR+KawoCc1NDBg7Te+gV6N7yMkZ5O4aqV5FxztdVlSTIaPmkwuXRMLzNsNvLvXop7dj4h/wCtP3iGwMHuKBWZQE53iWCYYUSOJA70mFOPxDWFATmhwO7d7Lrh8/T985/YsrMpfvJJPB/7mNVlSTKz2WDGAii8cGwvczkpvOcaXHm5DB04TNuDzxL0D0SpyARg2E5/ieBIE6ZDz97xjyNxT2FAjmvgjTfYed31DL79No68PGb86pdknF9mdVmSKvLOgTM/Cjb7KT90mMPjpui/rsWenclA67t0/Gg94aFg9GqMZ9kFkZkWM6RNiFxkJElNYUCO4d+yhZ03fJ6hvXtxzZzJjF+vIW3WLKvLklQz8QwovQIco1/3dk3Noehr12CkOelt2sWeJ/6PlOy4njvOJYIjZU0B/wHzxpO4pDAgR+n+80u03voFQocP4z73XEp++RTO6dOtLktSVdb7t+2lZ4/6Je4z8ij8z0+BzeDQ37az7+m/RrHAOGSzQ06xuWNmTAT/e+aOKXFFYUBGdD27lvbqasIDA2QtXEhx7c9x5OZaXZakujQPnLUEPKMPpVnnnsn0L14GwIHfNXLwT1ujVV38yS4Eu9PcMd250N9l7pgSVxQGhHA4zP7Hf8qeb3wDgkGyly2jcNVKbO6xN4IRiQpHGsy+FCbPHvVLchZ+iMlXLwCgs/ZFuv/xRrSqiy9mLhEcKXMq9OyLzthiOYWBFBcOhdh7/wPse+QRACbdfhvTH7gfw2nyOwuR8bLZYMbFUHD+qF8y+dMXkfPRD0E4TMePf0/fm7ujWGAcsDki/QGiIS0LBnXMMFkpDKSw8OAgu792LwefegqAaff9N1O/+lU1E5L4Nv1cOHPhqE4aGIZB3q2XknnumYQHh2h7+FkGO5N47TunKHK3QLR48qC7M3rji2UUBlJUsKeXtrvu4vDzz4PDQf6DDzLx5putLktkdCaeCaWXj+qkgWG3UVj9SdLPmEawu4/WHzzD0KHeGBRpgWgtEQxzumFoAFLxhEaSUxhIQUMHDtB68830/n0jRkYGRY89RvZVS60uS2RssqZGNhaO4qSBLd1F0deW45ySTeDdLtoefpZQf5Ldymd3RTYPRptnOnTvif5zJKYUBlLMYHs7O6+/nv7t27Hn5lJSV0vWxQusLkvk9KRPGPVJA0d2ZqQpUZab/rc76Vj1O8LBUAyKjJGc4jE1aTptDheEghBKoq+dKAykkv6WFnZedx2BXa04CwooWfMr3OecY3VZIuMzfNJg0qkbY6VNn0jhV6/GcDro2fY2nbUvJE9TotwZsXvWhHzNDiQZhYEU0btpM7tuvIngvv2kzZlDyZo1pJ0R5fVFkVix2eCMj0D+qVtmZ8wuoGDFVWAYdL30Kgf+d2MMCowyR9qYb3wcF5s9cpFRcCh2z5SoUhhIAYf/+AJtt91GqKeHjAsvpOSpX+CcNtXqskTMl38enHFJ5KKek/BcMJtpNy0CYN8zf6Pr5ddiUFwU5ZREAlEseXSJUTJRGEhyB3/zGzq+/GXCgQCexYsp+tkT2CdMsLoskeiZNHNUJw0mLi5j0lUfBmDPz/5Iz6vvxKK66BjvdcWnwzAifQ2GkmwjZopSGEhS4XCYfStX0fnt70A4TM5nPkPBo49gS0uzujSR6PNMg7OujGwwPIkp117ChIvOhmCIjh+tp++dBDxD70iHrDxrnu2ZBr3qSpgMFAaSUDgYpPPb32H/j38MwOSqKvK+820Mewx2GovEi/RsmLMEsqad8EMMm0H+HVeQ4S0h1B+g7aFnGdx3KIZFmiB3RuyXCI7kSIdAv3XPF1MoDCSZ0MAAHV/+Cl2//S0YBnnf+iZTqleoq6CkJmc6lF4WaVJ0AobDTuGXlpFWPIXgoV7aHnyaYE9fDIscJyuWCI6UOQn6krirY4pQGEgiwcOHafvibXTX12M4nRQ88gi5111ndVki1rLZI+2L88874YfYM9Io+tpyHJM8DO5+j7YfriU0GIhdjafLmXHSmY+Y1jGYpF0dU4TCQJIIvPsuu268Cf8rr2DLyqLoiSeYcPllVpclEj/yy0560sA50UPxvddiy0ijb0cHu3/yB8Lx3lgnd0ZkI5/V3DnQf9jqKmQcFAaSwMA777DruusZ+Ne/sE+ZTMlTvyDzw/OtLksk/kyaGVk2cBx/I21a4WQKv/JpDIedbt8O9v7ypfhuSmT1EsGR0jww0G11FXKaFAYSXN9rr7Hr+hsIdHTgLClmxpo1pM+da3VZIvHLkwdzroz88DqOzLnF5N91JQAHX/gH7z3vi2V1o+fKitzPEC/SsrRUkMAUBhJYz98a2HXzLQQPHiTd62XGmjW4iqJ0l7lIMnHnwFlLT7jePqFiLlOv/ygA7/76Lxza2BK72kYrlu2HRys9G/oT7DSGAAoDCevQ75+j7a67CPv9ZF5USXFdHY5Jk6wuSyRxjJw0OP5U+8Qrysm97AIA9jz+PL3NrbGs7tTiaYlgmNOtY4YJSmEgAb1XV8fue++FoSEmXHklRY89hj0r0+qyRBKPzQ5nLITp5x7zV4ZhMO2Gj+OZP4fwUJD2R9fR3xYnDXbSPJA52eoqjs+dC30Hra5CxkhhIIGEw2Heffhh9j7wfQByb7yR/IcexHC5LK5MJIEZBhScDzM+csxJA8NmkH/XEtylhYT8A7Q9+AyBA3GwSS4eZwWGOVy6wCgBKQwkiHAgwJ6vf4MDNU8AMOWee5j29fswrOw8JpJMJs+KXIVsPzpc21wOiu75NK78iQy9103bQ88Q9A9YVOT7cuM4DEBkdsCvRkSJRD9JEkCor4/2FdUcWrcO7Hamf++7TL7jdnUVFDHbhOlw1pJjThrYs9wU3Xst9uxMBtr20f7oOsJDQWtqTM+GjInWPHu07A4IhyCej2XKURQG4lywq4vWW79Az4YNGGlpFK5cSc4111hdlkjyGjlpcPSxPdeUbIr/azm2dCf+5lZ2//R5wiELftjF8xLBkdwTtXcggRjhuO6okTzC4TBbt27F5/Oxfft2+vr6cLvdeL1eysvLKSsrO+adfmDPHlpvu53Bt97Clp1N0U9Wk3H++RZ9BiIpJjgEO/8KB3ce9cc9r71D20PPQjDEpKUfZurnFsa2Lu+nI4ElEfjfg/Qcay9SklFRGIiyQCBATU0Nq1atoqWlBbvdTmlpKR6Ph+7ubnbs2EEwGGTu3LmsWLGC22+/HafTycCbb9J62+0MdXbimDaN4idqSJs92+pPRyS1hMPQsQU6Xz3qj7tebmLPT58HYNrNi5i4OEYh3Z0L3mWxeZZZ/O/F/7KGaJkgmpqamqioqKC6uhqv10t9fT3d3d00NzezadMmmpub6e7upr6+Hq/XS3V1NRUVFfj+52l23vB5hjo7cc2cyYxfr1EQELGCYUDhBTDj4qNOGuRcMo8p134EgL2/eJHDvh2xqSdRlgiOZNggZNH+Chk1zQxEyYYNG1iyZAklJSXU1dVx4YUXnvI1Pp+PW26+mV1vvMHq6flcUllJ4WM/wZGbG4OKReSkDu+Gt16C4CAQWfrrfPIFul76J4bTQfF9nyWjtCC6Ncy7BtInRPcZ0aDZgbinMBAFwzMClZWVrF+/nszM0TcE6u3t5VOf/CSNDQ38/a9/5UPl5VGsVETGpO8gvPmnkQt5wsEQ7Y+uo2frW9iz0in55g2k5UepE2jmZJh7VXTGjraBbnCkg91pdSVyAgoDJgsEAlRUVNDf38/mzZvHFASG9fb2Mn/+fNxuNxs3bsTp1DeQSNwI9EUCQW+kG2Gof5BdD/yW/rf24JySzYxv3YAjJ8v85xaWQ94888eNlb6DkT0PEpe0Z8BkNTU1bNu2jbq6utMKAgCZmZnU1taydetWampqTK5QRMbF6YbSyyG3BABbuouie67GOTWHwL5DtD38LKH+QfOfG48XE42FPQ2GovB1EVNoZsBE4XAYr9eL1+vl6aefHvd4y5cvp6WlhaamJjUYEok34TB0/AM6XwNgsPMgO7/zS4LdfWR+6AyK7rkaw2E351lZUyPNkBJdX1fiHItMMZoZMNHWrVtpaWnhzjvvNGW8O++8k+bmZrZt22bKeCJiIsOAwguh5CIwDFx5uRR99RoMl4PeV99hz89fwLT3WvHefni0HOm61TBOKQyYyOfzYbfbWbBggSnjLViwALvdjs/nM2U8EYmCKXNg1mKwO3HPyqeg+pNgGBza8Br71zaY84xEXyIY5kwfOY0h8UVhwETbt2+ntLQUt9ttyngZGRmUlpayfft2U8YTkSjJLoA5V4IrC0/ZLPJuWQzA/nV/p+svr57ixafgyQNXhglFxgnNDsQlhQET9fX14fF4Tv2BY5CVlYXf7zd1TBGJgoyJkXX9zMnkfuI8Jn2qEoA9T/6Rnm1vnf64ybJEMMzhglDA6irk3ygMmMjtdtPdbe5d5z09PWRkJNG7ApFk5sqA0isgp5gpyy8m+2IvhMK0r/wdfW/vGft4hjFyaiGpONyRI5oSNxQGTOT1etmxYwd9feb8T+73+9mxYwder9eU8UQkBuwOmPlxjLxzmH7b5WTOm0F4IEDbQ88y+G7X2Mby5EeOMiYbu0MtiuOMw+oCkkl5eTnBYJCGhgYWLVo07vEaGhoIBoOUqwuhSGIxDCgqx0jzUPClILu+u4aBXe/S9oOnKfnWDTg8H8z2hcNhtv6rFV/zO2x/u4O+/gDudCfeMwso/8QyymaHk/NosTMDBv3JtR8iganPgInUZ0BEjnGoncArv2fnN2sZOnAY96x8iu/7LEG7Qc26l1n1zEu0vN0RudF09qwPbjR9483j3miaVAZ7wXV6zdnEXFomMJFhGKxYsYK1a9eO+zigz+dj3bp1VFVVKQiIJLLsQpyVn6X4Gzdhy0yn783d/Pn+NVTcej/VD63BW1bxwY2mLa+zabOP5pbXj3ujaVNTk9WfjbmGZwfEcpoZMJnZdxM0NjbicGg1RyThDfrx/76GZ+59lP9oa2fGrFnUPfXU6G80veUWWltbee6551i4cGEMCo6RQX9kX4Te9FhKMwMmczqd1NXV0drayrJly+jt7R3T63t7e1m2bBmtra3U1tYqCIgkC1cGb89ayN179lB5ySVsfuWVUQUBiOxH2rx5MxUVFSxdujS5ZghcGTCkvgNW08xAlGzYsIGlS5dSXFxMbW3tqDYBJnX6F0lxutH0JAL9YHeBTe9PraKvfJQsXLiQjRs34na7qaioYPny5bz44ovHHDv0+/3U19ezfPlyKioqRr7JFQREkotuND0JtSm2nGYGoiwQCFBTU8OqVatoaWmJ7BguLSUrK4uenh527NhBMBjk7LPPpqqqKjl3DIukOJ00GoWhQbA5NDtgEYWBGAmHw2zbtg2fz8f27dvx+/1kZGTg9XopLy/nvPPOS55vahE5ypYtW7jggguor683pQdJfX09l156KVu2bKGsrMyECuPE0AA40qyuIiVpd1qMGIZBWVlZcn3jisioRPNG06T6N8WwQyhE2DDYunXryJunvr4+3G73yJunsrIyvXkymcKAiEiU6UbT0QmEwtQ8topVP3nsqGXV4UZMq1evTv5GTBbR4oyISJRF40bTTLeb/Q1/5726Orr/9Cf6X3+dYE+Pqc+IpaamJioqKqj+8lfwer0fNGJqbmbTpk00NzenRiMmi2hmQEQkyqJyo+nhw9j2H2DvA98/6s/t2dk4Cwvf/1WAa/i/CwpwFhRgS4u/NfkNGzawZMkSSkpK2LRp0wn7L7jdbhYtWsSiRYtGjmJXVlbqKLYJtIFQRCTKHn/8caqqquju7jZlqcDv9zNhwgS+v2wZnyssItDeTqC9nWBX1ylf65gy5diwUFAQ+X1eHkaMG50NzwhUVlayfv36MR27HG7S1tjYyMaNG5k3b14UK01uCgMiIlEWq9MEwZ5eAh3tI+FgsKODQHvHyO9D/lPcA2C348zLO8GsQiGOKZMxTDz6p0ZM8UNhQEQkyuKhz0A4HCbY1TUSDAIdHQy2t38QFjo6CAcCJx3DcLk+mEU4clahIPJ7e07OmHb5r169murq6pMuDYyGz+ejoqKClStXcvfdd5/2OKlMYUBEJAaGf/A1NjaOqj35iUTrB184FGJo374TzioEOjshFDrpGLbMzJElCFfhcEiIBAZXYQG2I975x0NAkg8oDIiIxECi32gaDgQIdHZGgsL7MwnDYWGwo53gvv2nHMOemzsyq/A6sPjRR9WIKU4oDIiIxEhTUxOVlZVUVFQk3Wa5UH//+wHh2FmFwY4OQocOHfXxv+06yHf37aO7p8fUTZWrV6/mjjvuGPd4qUZHC0VEYmTevHk899xzLF26lPnz55/2jabxFgQAbOnppM2cSdrMmcf9+2B391GzCu2PP05pdrYaMcUJNR0SEYmhVL3R1O7xkD53LhMWL2bSLbdgzJuHJyfH1GdkZWXhP9WJCTkuzQyIiMTYvHnz2Lhx48iNposXLz7pjaYrV65Muta7UWnE1NNDRkaGqWOmCu0ZEBGxUKreaBqtRkzaM3B6NDMgImKhVL3RtLy8nGAwSENDgymnCRoaGggGg+M6tpnKNDMgIiIxpz4D8UUbCEVEJOYMw2DFihWsXbsWn883rrF8Ph/r1q2jqqpKQeA0aWZAREQskeiNmJKJZgZERMQSTqeTuro6WltbWbZsGb29vWN6/XAjptbWVmpraxUExkFhQERELDPciKmxsZH58+ePesnA5/Mxf/58Ghsb47YRUyJRGBAREUulaiOmeKI9AyIiEhcCgcBII6aWlpaTNmKqqqpKukZMVlIYEBGRuJKqjZispDAgIiKS4rRnQEREJMUpDIiIiKQ4hQEREZEUpzAgIiKS4hQGREREUpzCgIiISIpTGBAREUlxCgMiIiIpTmFAREQkxSkMiIiIpDiFARERkRSnMCAiIpLiFAZERERSnMKAiIhIilMYEBERSXEKAyIiIilOYUBERCTFKQyIiIikOIUBERGRFKcwICIikuIUBkRERFKcwoCIiEiKUxgQERFJcQoDIiIiKU5hQEREJMUpDIiIiKQ4hQEREZEUpzAgIiKS4hQGREREUtz/A8eTFdBHyPwLAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -229,7 +190,7 @@ } ], "source": [ - "xgi.draw(H, dyad_color=\"tab:red\", edge_fc=\"tab:orange\", pos=pos)" + "xgi.draw(H, dyad_color=\"tab:red\", edge_fc=\"tab:orange\", pos=pos);" ] }, { @@ -246,20 +207,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -269,7 +217,7 @@ } ], "source": [ - "xgi.draw(H, node_labels=True, pos=pos)" + "xgi.draw(H, node_labels=True, pos=pos);" ] }, { @@ -368,17 +316,7 @@ "outputs": [ { "data": { - "text/plain": [ - "Text(0, 0.5, 'Number of edges')" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -396,7 +334,7 @@ ")\n", "plt.xticks(range(min(list_of_orders), max(list_of_orders) + 1, 1))\n", "plt.xlabel(\"Order\")\n", - "plt.ylabel(\"Number of edges\")" + "plt.ylabel(\"Number of edges\");" ] }, { @@ -415,17 +353,7 @@ "outputs": [ { "data": { - "text/plain": [ - "Text(0, 0.5, 'Number of nodes')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -443,7 +371,7 @@ ")\n", "plt.xticks(range(min(nodes_degrees_list), max(nodes_degrees_list) + 1, 5))\n", "plt.xlabel(\"Node degree\")\n", - "plt.ylabel(\"Number of nodes\")" + "plt.ylabel(\"Number of nodes\");" ] }, { @@ -458,9 +386,9 @@ ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "base", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/docs/source/api/tutorials/case_studies.rst b/docs/source/api/tutorials/case_studies.rst index b140cff68..b000323e8 100644 --- a/docs/source/api/tutorials/case_studies.rst +++ b/docs/source/api/tutorials/case_studies.rst @@ -3,7 +3,7 @@ Case studies ################## .. toctree:: - :maxdepth: 2 + :maxdepth: 1 case_study_zhang2022 simplicial_kuramoto_example \ No newline at end of file diff --git a/docs/source/api/tutorials/focus_tutorials.rst b/docs/source/api/tutorials/focus_tutorials.rst index e69de29bb..a8fff506e 100644 --- a/docs/source/api/tutorials/focus_tutorials.rst +++ b/docs/source/api/tutorials/focus_tutorials.rst @@ -0,0 +1,16 @@ +################## + Focus tutorials +################## + + + .. toctree:: + :maxdepth: 1 + + Tutorial 1 - Basic Hypergraph Functionality + Tutorial 2 - Read and Write + Tutorial 3 - Basic simplicial complex usage + Tutorial 4 - Generative_Models + Tutorial 5 - Plotting + Tutorial 6 - Statistics + Tutorial 7 - Convex hulls hypergraph plotting + Tutorial 8 - Directed Hypergraphs \ No newline at end of file diff --git a/docs/source/api/tutorials/in_depth.rst b/docs/source/api/tutorials/in_depth.rst index db0651bb6..ecfd3b344 100644 --- a/docs/source/api/tutorials/in_depth.rst +++ b/docs/source/api/tutorials/in_depth.rst @@ -5,4 +5,5 @@ In depth tutorials .. toctree:: :maxdepth: 1 - In Depth 1 - Drawing nodes \ No newline at end of file + In Depth 1 - Drawing nodes + In Depth 2 - Drawing hyperedges \ No newline at end of file diff --git a/docs/source/api/tutorials/simplicial_kuramoto_example.ipynb b/docs/source/api/tutorials/simplicial_kuramoto_example.ipynb index 5254e8fff..8f2e043e5 100644 --- a/docs/source/api/tutorials/simplicial_kuramoto_example.ipynb +++ b/docs/source/api/tutorials/simplicial_kuramoto_example.ipynb @@ -37,17 +37,7 @@ "outputs": [ { "data": { - "text/plain": [ - "(, )" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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t2rUZOHAgffv2JS0tjebNm3Py5EkeqFiZsbNWU6JU2f96/uWLCeza+CFRB7ZjsWQB0LhxY8aPH0+bNm207VBEpABQGRAgZ73xqVOnMJvNxMbGkpKSgru7O97e3vj4+FC/fv0//cH966+/4ufnx9mzZ6nmVYe3p35I0WL/exLhtcsX2b3lIz7fE05WZgYATz75JOPHj+fll1/G2Vk3qUREjKIyIPfs+++/p3Hjxly/fp0nfJoy6J35mEwuf/kzN69fYW/4Sj7bsZGM9JyvJLy9vQkJCaFTp06YTKb8iC4iIv9CZUDuS1RUFM899xxpaWk0fb4D3Yf8445u/SfeusH+bas5+Ok6UlOSAKhZsyZjx46lW7duuLq65nV0ERH5ncqA3Ldt27bRoUMHsrOzeanrAF7q2v+OfzYl6TYHP13Hvm2rSU68BUCVKlUYPXo0b7zxBsWKFcur2CIi8juVAbGJxYsXM2DAAAB6DH2Xps+/elc/n5aawuGdG9kTvoLbN64BULFiRUaOHElwcPA9DUcSEZE7ozIgNjNu3DimTJmCs7OJQf+YT12fZnd9RkZ6Gkf3bmX35uVcv/IrAOXKlWPYsGEMHDiQkiVL2jq2iIjDUxkQm7FarfTs2ZNVq1ZRpKgbb09bziNede7prKzMTKIOfsrOjcu4cukcACVLlmTIkCEMHTqUsmX/+6uMIiJy91QGxKYyMjJo164d+/btw7NkGcbOXkP5ipXv+TyLJQvzkd3sWB/GpXM/AVC8eHEGDBjA8OHDefDBB20VXUTEYakMiM0lJibmDiUq/1AVxs5ajWfJMvd1ZnZ2Nie/OEDE+qWc++k7AIoVK0afPn0YNWoUlSvfe+EQEXF0KgOSJy5duoSfnx+//PILj3g9wcipy/5yKNGdslqtfGv+nIh1S/jp+28AcHV1pUePHowZM4YaNWrc9zVERByNyoDkme+++w5/f3+uX79OXZ9mDHxn3t8OJbpTVquV774+RsT6pXz/Tc6iJWdnZ7p06cK4ceOoVauWTa4jIuIIVAYkT33xxRe0aNGCtLQ0mrXpwOuD72wo0d34IfYkOzYsJebEUQCcnJxy1yfXr1/fptcSESmMVAYkz23dupUOHTpgtVp5udtA2nd5M0+uc/aHWHZsCOPkFwdyf61du3aEhITg6+ubJ9cUESkMVAYkX7z//vsMGjQIgJ5vTaRJ61fy7FoXzv7Ajg1hmD/fgzU7G4CWLVsyfvx4mjVrpk2JIiL/RmVA8s3YsWOZOnUqzs4mBv9jAU/4NM3T6/16/iy7Nn1I9MGI3PXJ/v7+jB8/nueff16lQETkdyoDkm+sVis9evRg9erVFCnqxqhpH1HNyzvPr3v18gV2b/6Io3vDycrMBOCpp55i/PjxvPTSS1qfLCIOT2VA8lVGRgZt27Zl//79eJYqw9hZ9zeU6G7cvPYbe8JXcnjnptz1yXXq1CEkJISOHTtqfbKIOCyVAcl3t2/fpnnz5pw6dcpmQ4nuRuKt6+zbtoaD29eSlpoM5KxPHjduHF27dtX6ZBFxOCoDYoh/HUpU/bG6jJiyjKLF3PI1Q3LiLQ5+uo79n6zJXZ9ctWpVRo8eTa9evbQ+WUQchsqAGOZfhxLVe/oZBoyfY7OhRHcjLSWZz35fn5x48zqQsz757bffpl+/flqfLCKFnsqAGCoyMpKWLVvmDCV6IZDXB71j2FP+GelpfL5nC7s3f8SNq5eBnPXJw4cPZ+DAgZQoUcKQXCIieU1lQAz3r0OJAl4fRLvOwYbmyczMIOrAdnZuXMbVXy8AUKpUKYYMGcKQIUO0PllECh2VASkQFi5cyODBg4G8H0p0pyyWLI4f3sWODWH8eu5nADw8PHLXJ1eoUMHghCIitqEyIAXGmDFjmDZtWr4NJbpT2RYLX0UdYMf6pZz76XsgZ31yv379ePvtt3n44YcNTigicn9UBqTAyM7OpkePHqxZs4aixdx4e2r+DCW6U1arlW+OH2HH+qV/Wp/cq1cvRo8eTfXq1Q1OKCJyb1QGpED596FE42at4YF8Gkp0p6xWK3GnoolYv5T4b08AYDKZ6NKlC2PHjtX6ZBGxOyoDUuDcvn2bZs2a8fXXX1PhoaqMmbUqX4cS3Y0fYr9ix/qlxHwZCeSsTw4MDCQkJIR69eoZnE5E5M6oDEiBdPHiRfz8/EhISDBsKNHdOBsfS8T6JZyKPpT7a+3btyckJISnn37awGQiIn9PZUAKrLi4OPz9/blx4wb1fZ+hf4gxQ4nuxvmf49m5cRnmI7v54z+tVq1a5a5PFhEpiFQGpEA7evQoLVu2JD09neYvdKTboAl2sXr41/M/s3Njzvrk7GwLAE2aNGH8+PG0bt3aLj6DiDgOlQEp8MLDwwkMDMwZStR9MO2C+hkd6Y5d+fU8uzd/ROS+rbnrkxs2bMj48eNp37691ieLSIGgMiB24V+HEvUaFop/qwBjA92lG1cvsyd8BUd2bSYjPQ2AJ554gpCQEAIDA7U+WUQMpTIgdmP06NFMnz4dZ2cTQ/65kDoNmxgd6a7dvnmNfVtXcyhife76ZC8vL8aNG0eXLl20PllEDKEyIHYjOzub7t278/HHH+cMJZr2EdVqFpyhRHcjZ33yWvZtW0NK0m0AqlWrxpgxY+jZsydFixY1OKGIOBKVAbErGRkZvPjiixw4cIASpcsydtYaHnjQfscBp6Ukc2jHBvZuXZm7Pvmhhx5i1KhR9O3bF3d3d4MTiogjUBkQu3Pr1i2aNWvGN998Q4VK1RgzcxWeJUsbHeu+pKel8vmecPZsXs6Na78B8MADDzB8+HAGDBig9ckikqdUBsQu/Wko0eN1GfFewR5KdKcyMzP4Yv8n7Nr4IVcv///65KFDhzJkyBDKlCmYkxhFxL6pDIjdOn36NP7+/ty8edNuhhLdqaysTI4f3sXODWH8ev4skLM+eeDAgQwfPpzy5csbG1BEChWVAbFrn3/+Oa1atcoZSvRiJ7oNHF+oBvpkWyx8GbmPHRvCOP9zPABubm7069ePkSNHan2yiNiEyoDYvS1bttCxY0esViuv9BhC29f6Gh3J5qxWK18fP0zEuiWcjY8BoEiRIvTs2VPrk0XkvqkMSKGwYMEChgwZAkCv4ZPwb/mywYnyhtVq5fTJKHasX0p8zJdAzvrkrl27MnbsWB5//HGDE4qIPVIZkEJj1KhRzJgxA5PJhSHvvo/3k42NjpSn4r89wY4NYcR+9QWQsz65Y8eOhISEULduXYPTiYg9URmQQiM7O5vXX3+dtWvXUtTNnVHTPqLqo7WNjpXnfvr+W3ZuWMqp6M9yf+2ll14iJCSERo0aGRdMROyGyoAUKhkZGbzwwgscPHiwUAwluhvnfv6enRuWceLzPbnrk1u3bk1ISIjWJ4vIX1IZkEKnMA4luhuXzv3Erk0fEn1wR+765KZNmzJhwgRatmxZqN62EBHbUBmQQunChQv4+flx7tw5atSqx/DJYYViKNHduPLreXZvWk7k/m2565MbNWpESEgI7du3VykQkVwqA1Jo/Xko0bMMCJmDswOuCr5+9Vf2blnJ4V2byMxIB6Bu3bqEhITQoUMHrU8WEZUBKdz+dSjRM21fo+uAEIf9G/GtG1fZty1nfXJ6agoAjz32GOPGjaNz585anyziwFQGpNDbvHkznTp1wmq18mqPobz4Wh+jIxkqKfEWBz75mAPb15CSlAjAI488wpgxY+jRo4fWJ4s4IJUBcQjz589n6NChALwxYjKNW7xkcCLjpaYkcShiPfu2ribxVs765EqVKjFq1Cj69Omj9ckiDkRlQBzG22+/zcyZMx1mKNGdSk9L5fPdW9i95SNu/sv65BEjRjBgwAA8PT0NTigieU1lQBxGdnY2Xbt2Zf369RR1c2f09BVUqVHL6FgFRmZmBl/s28auTctz1yeXLl06d31y6dKO83qmiKNRGRCHkp6ezgsvvMChQ4coWbocY2evoVyFSkbHKlCysjI59tlOdm5YxuULZwHw9PRk4MCBDBs2TOuTRQohlQFxOLdu3aJp06Z8++23PPhwNcbMXI1HiVJGxypwsi0WThzdx44NS7lw9gcgZ31ycHAwI0eOpFIllSiRwkJlQBzSvw8lGvHeMooULWZ0rAIpOzubb/5Yn/xDLJCzPrlXr16MHj2aRx55xOCEInK/VAbEYcXGxtKkSRNu3rxJA7/n6D9utkMOJbpTf6xPjli3hB9ivwJy1id369aNsWPH8thjjxmcUETulcqAOLQjR47QqlUrMjIyeLbta3Rx4KFEdyP+2xNErF/K6ZNRQM765E6dOhESEsITTzxhcDoRuVsqA+LwNm3axGuvvZYzlKjnUF7s5NhDie7GT999w44NYXx97LPcX3v55ZcJCQnBx8fHuGAicldUBkSAuXPnMmzYMAB6j3gPvxbtDU5kXxLOfMfODWF8Gbkvd33y888/z/jx42nSpInB6UTk76gMiPxu5MiRzJo1S0OJ7sPFhJ/YtXEZxz7bmbs+uXnz5owfP54WLVroKxiRAkplQOR3GkpkO1cunWPX5uVE7tuGJSsLgKeffpqQkBDatWunUiBSwKgMiPyL9PR02rRpw2effaahRDZw/cqv7NmygiO7N+euT65Xrx4hISG8+uqrWp8sUkCoDIj8m5s3b9K0aVNiYmI0lMhGbt24yr6tqzi0Y0Pu+uTHH388d32yi4uLwQlFHJvKgMh/cf78efz8/Dh//jw1atVnxHthGkpkA0m3b3Jg+8cc2P5x7vrk6tWrM2bMGLp37671ySIGURkQ+R9iY2Px9/fn1q1bNGjcgv5jZ2kokY2kJCfyWcQG9m5dRdLtGwA8/PDDueuT3dzcDE4o4lhUBkT+wuHDh2ndunXOUKJ2QXTpP04Pv9lQeloKh3dtZs+WFdy6fgWA8uXLM2LECPr376/1ySL5RGVA5G9s3LiR1157DYAOvd7ihY69DU5U+GRmpHN03zZ2b1rOtd8uAjnrk9966y0GDx6s9ckieUxlQOQOzJkzh+HDhwPQe+R7+D2noUR5ISsrk2OHduSsT774C5CzPnnQoEEMGzaMBx54wOCEIoWTyoDIHRoxYgSzZ8/GZHJh6MRF1G7gZ3SkQitnffJedqxfyoVffgTA3d09d33yQw89ZHBCkcJFZUDkDmVnZ9OlSxc2bNhAMbfijJq+gio1Hjc6VqGWnZ3N19GHiFi/lF9+PA3krE/u3bs3o0aNolq1asYGFCkkVAZE7sK/DyUaN/tjylbQ31LzmtVqJfbLSCLWL+XH0ycBcHFx4fXXX2fMmDF4eXkZnFDEvqkMiNylPw0lqvxIzlAiz5JGx3IIVquV+JgTRKxbStypaACcnZ3p1KkT48aN0/pkkXukMiByD/51KNGjtRswfPJSDSXKZ2e++5od68P45vjh3F8LCAggJCSEhg0bGphMxP6oDIjco5iYGJo0acKtW7d4snFL3hw7U0OJDJBwJo4dG8L4KnJ/7vrkNm3aMH78ePz9/Q1OJ2IfVAZE7sNnn33G888/T0ZGBs+170znN8dqKJFBLiacYeeGZRw7vBNrdjYAzzzzDOPHj+e5557TvxeRv6AyIHKfNmzYQFBQEAAdeg3jhY5vGJzIsV2+mMDuTcv54sAnueuTfX19CQkJoW3btioFIv+FyoCIDcyePZsRI0YA0OftKfg+287gRHLtt0vs2fIRR3ZvISszA4D69evnrk92dna+6zOtVisnT57EbDYTGxtLamoqbm5ueHt74+PjQ4MGDVQ2xC6pDIjYyPDhw5kzZw4mFxfemriYWvV9jY4kwK3rV9m7dRWf7VhPeloqALVq1WLcuHEEBQXd0frkzMxMwsLCWLhwIXFxcZhMJry8vPD09CQxMZH4+HgsFgu1atVi0KBB9O3bF1dX17z+aCI2ozIgYiPZ2dl07tyZjRs3UsytOKNnrKRy9ceMjiW/S7p9k/2frOHA9rWkJv//+uSxY8fSvXt3ihQp8l9/LiYmhh49enDq1CleffVVgoOD8ff3/9NmxdTUVCIjI1myZAnh4eHUr1+flStXUqdOnXz5bCL3S2VAxIbS0tJo06YNhw8fpmSZBxg3a42GEhUwKcmJHIpYz76tq0i6fROAypUrM2rUKHr37v2nP+QPHz5M27ZtqVq1KitXrryjVxbNZjM9e/YkISGBiIgImjdvnlcfRcRmVAZEbOzmzZs0adKE2NhYKlauzuiZqzSUqABKT0vh8M5NOeuTb1wFoEKFCowcOZI333yTs2fP4uvri5+fH9u2baN48eJ3fHZycjIBAQFER0cTFRWlOwRS4KkMiOSBc+fO4efnx4ULF6jp/STDJy/FtUhRo2PJf5GZkc7RvVvZtWk5169cAnLWJ7u7u1OyZEmOHz9+V0XgD8nJyTRq1Ag3NzeioqL0DIEUaCoDInnk22+/pUmTJty+fZun/FsRPGaGhhIVYFmZmUQfimDnxmX8djEBJycnjh8/fl/TDM1mM76+vixYsIABAwbYMK2IbakMiOShQ4cO0aZNm5yhRC91oXPwGL16VsBlZWUyrveLPNO0MVu2bLnv8wIDA4mLiyMmJkb/7qXAuvsXbUXkjj377LOsXLkSgIPb17JnywpjA8nfunD2B65f+ZX+/fvb5Lzg4GBOnz7NqVOnbHKeSF5QGRDJY0FBQcycOROAzctnc+zQDoMTyV85Gx+DyWSy2V4Df39/TCYTZrPZJueJ5AWVAZF8MHz4cN566y0Als8Zn7t+VwqeCwlneLRmzT+9Yng/3N3d8fLyIjY21ibnieQFlQGRfODk5MSsWbPo2LEjlqwsFk0axrmfvzc6lvwXmenpeHp62vRMDw8PUlJSbHqmiC2pDIjkE2dnZ1atWkWzZs1ITUli3jsDuPbbJaNjyb9xLVqUxMREm56ZlJSEu7u7Tc8UsSWVAZF8VKxYMbZt20bt2rW5ee035k54k+TEW0bHkn9RqUoNfvzhB1JTU21yXkpKCvHx8Xh7e9vkPJG8oDIgks9Kly7N7t27eeihh7h07icWThxCZka60bHkd9W86mCxWIiMjLTJeZGRkVgsFnx8fGxynkheUBkQMUDlypXZtWsXJUqU4IfYr1g2cyzZ2dlGxxKgSo1aPFSlBh98sMQm5y1ZsoTatWtTv359m5wnkhdUBkQMUrduXbZt24arqytfHt3HhqXT0Qww4zk5OfFsuyC2bg2/79cBzWYzW7duZeDAgRo4JAWaJhCKGGzdunV06dIFgI69R/B8h57GBhKysjKZOqIbbi5WzGbzfe8miI6OxsXFJQ+SitiG7gyIGKxz587MmDEDgE0fzuLYZzsNTiQuLq70GjaJn34+S/v27UlOTr6rn09OTuall14iISGBFStWqAhIgacyIFIAjBgxgqFDhwKwfHYIcaeOGZxISpQuR1ZWFkeOHOHJJ5+8468MzGYzTz75JIcPH6ZNmzZaXyx2QWVApABwcnJi9uzZBAYG/j6U6C0NJTJQdnY2k94KwpKVicViISktC19fXzp0CGT//v3/8dphSkoK+/bto0OHDvj6+nIrKQ2LxcLmzZtZtWqVQZ9C5M7pmQGRAiQtLY3WrVvz+eefU6psecbOWkPZ8hWNjuVwFoYO5VTUQQCCgkfzTNvX+Hz3Fg5FrOdiwhlMJhOP1qyJh4cHSUlJ/PjDD1gsFipVrcEzbYNo2qYDEeuWELFuCUWLFuXzzz/Xq4VSoKkMiBQwN27coEmTJpw+fZqHqtRg9IyVFPcsaXQsh7E3fBUbl+U8w/Fk45YMGD8n959ZrVbO/fQdP8fHcPGXM2Skp1GkaDEeqlqDR7zqULn647lvDWRnZ7No0lBORX9GpUqVOHHiBA8++KAhn0nk76gMiBRACQkJ+Pn5cfHiRbzqPMWwSUtwLVLU6FiF3o9xXzN15OtgtVLuwYd5b9kOnJ3v/dvU1JQkJg/rwq/nfsbf35+DBw9SpEgRGyYWsQ09MyBSAFWpUiV3KFF8zJd8OHOchhLlsaTbN5k9rg9YrbgWKcr4uevuqwgAuLl7MGjCfNyKexIZGcmQIUNslFbEtlQGRAqounXrsnXrVlxdXTlxdC8bw2ZoKFEeyc7OZvJbnclITwMnJ0ZMDsOjRCmbnP3gw9XoO2oqTk5OLFmyhCVLbDPZUMSWVAZECrDnnnuOFStWALD/kzXs3aon0/PCkqkjufLreQA6vjGcR70b2PT8uj7NeKV7zl2BwYMHc/ToUZueL3K/VAZECrguXbowffp0ADYtm8nxw7sMTlS4HPjkY748ug+Aek8/k2cTIF/o1JuGTVqTmZlJYGAg58+fz5PriNwLlQEROzBy5EgGDx4M5Awl+u7r4wYnKhx+iv+W9UunAVCmfEUGTpiXZ9dycnKi1/BQHn7Ei8uXL/PKK6+QlpaWZ9cTuRsqAyJ2wMnJiTlz5tChQweyMjN5P3Qo53+ONzqWXUtJus2sMb2x/v7A4IR5G+77gcG/U7SYOwMnzMOjRClOnDhBcHCwngORAkFlQMROmEwm1qxZQ5MmTUhNSWLeO/25fuVXo2PZpezsbCYP60J6WirgxFuhH+BZsnS+XPuBBx8meMwMnJ1NrFq1ivnz5+fLdUX+isqAiB0pVqwYn3zyCbVq1eLGtd+Y+05/UpJuGx3L7iybMZbLF34B4NWeQ3jsiYb5ev1a9X3p2GcEkLOX4sCBA/l6fZF/pzIgYmfKlCnD7t27qVixIhd/+ZGFoUPJzEg3OpbdOBSxgeOHczZD1mnYhBc79TEkR8uXu+HX4iUsFgudOnXi559/NiSHCKgMiNilP4YSeXp6Ev/tCT6cFaKhRHfglx9Ps3bxZABKl6vAkH++b1gWJycnXh80gWo1vbl+/ToBAQF3vSpZxFZUBkTsVL169f5/KNHne9i0bKbRkQq0tJQUpo/uhdVqxcW1COPnrs/zBwb/TpGixRgwYS6epcrwzTff0KtXLz1QKIZQGRCxYy1atOCjjz4CYN+21ewNX2lwooJr8vAupKemADDkn+9Tskw5gxPlKFPuQQaEzMHk4sKmTZuYNm2a0ZHEAakMiNi5rl275v4BsnHZTI4f3m1wooLnw5njuJRwBoCXuw2kdgNfgxP9WU3vJ+ny5lgAxo0bx86dOw1OJI5GZUCkEHj77bcZNGgQAMtnj+O7b8wGJyo4Pt8TTtTBTwGo3cCP9l3eNDjRf9f8xU40f6EjVquVLl26EB+vORKSf7TCWKSQ+OOp9PDwcNyKezJ6+goefsTL6FiGOvdTPBOHdMSanU3JMg8wY9V+w58T+CtZmZnMHNubH0+fpFatWkRHR1OiRAmjY4kDKLj/VYjIXfljKJG/vz+pyYkOP5QoLSWFaaO6Y83OxsXFlQnzjH9g8O+4uLrSf9xsSpctT1xcHN26ddNbIpIvCvZ/GSJyV9zc3Ni+fTuPP/64ww8lmjqyG2kpOa/qDXxnHqXKljc40Z0pWaYcAybMw8W1CJ9++invvvuu0ZHEAagMiBQy/3UoUWaG0bHy1Yq573D+7A8AtA3qxxMNmxqc6O484lWH7kP+AcDEiRMJDw83OJEUdioDIoVQ1apV2blzZ+5QouUONJToi/3bObp3KwCPPeHDK90HG5zo3jRu8RItX+4GQPfu3YmJiTE4kRRmKgMihVT9+vUJDw/HxcUF85HdbPpwltGR8tyFX35kxdwJAJQoVZZhk5canOj+dOwzgsfrPU1ycjIBAQFcv37d6EhSSKkMiBRiLVu2/P+hRFtXsXfrKoMT5Z30tBSmjnyd7OxsTC4uhMxdh4uLi9Gx7ovJ5ELwmBmUq1CJM2fO0LlzZywWi9GxpBBSGRAp5Lp168bUqVMB2Bg2A/ORwjmUaOrbPUhNTgJgQMhcypavaHAi2/AsWZqBE+ZRpKgbe/fuZezYsUZHkkJIZUDEAYwaNYqBAwcC8OGscXz/beEaSrR64UTOnfkOgDaBb1Dv6eYGJ7KtytUfo9ewiQDMmDGDtWvXGpxIChuVAREH4OTkxLx583jllVfIysxk4cShXPj9aXt7d+yznRzeuQmAmrUbEPjGMIMT5Q2fZm14oWNvAHr37s1XX31lcCIpTDSBUMSBpKam0qpVKyIjIyldrgJjZ6+hTLkHjY51zy6d+5l/9H+F7GwLniVLM2PlflyKFDE6Vp7JtliY/+4gYk4cpUqVKpjNZsqXt4/5CVKw6c6AiANxc3Pjk08+yRlKdPUy8ybY71CijIw0pozoRna2BZPp9wcGC3ERAHA2meg3ahoVHqpKQkICnTp1IjMz0+hYUgioDIg4mLJly7Jr1y4efPBBLvzyI+9PessuhxJNf7tnbpEJHpvzxL0jcPcowcB35lPMrTiHDx9m+PDhRkeSQkBlQMQBVatWjV27duHh4cH335j5aPZ4uxpKtHbxFM7+EAtAq1e682TjlgYnyl8PValOn7enALBw4UKWL19ucCKxdyoDIg7qX4cSHT+8i83LZxsd6Y6Yj+zh4Kc5T9NXf7wur/V92+BExqjv+ywvdxsAQP/+/YmOjjY4kdgzlQERB9aqVavcv1XuDV/Jvm2rDU701y5fOkfYjNEAFPcsxaipHxmcyFhtg4Jp0LgFGRkZvPrqq1y8eNHoSGKnVAZEHNzrr7/OlCk5t5w3hs3gxOd7DE7032VlZPDeW13ItlhwNpkYN3dtoX9g8O84OzvTe/hkHqr6KJcuXaJDhw6kp6cbHUvskMqAiDB69GgGDBiA1Wpl2cyxBXIo0fQxvUhOvAlAv9HTqFCxsrGBCohi7sUZOGEe7h6eREdHM3DgQPTGuNwtlQERwcnJifnz5xMQEEBWZibvhw7lwi8/Gh0r14al0/npu28AeK59Fxo2ed7gRAVLhYeq0G/0DJycnfnwww9ZvHix0ZHEzqgMiAgAJpOJtWvX0rhxY1KSEpk74U1uXL1sdCy++mJ/7rMM1Wp606W/ZvP/N3We8qdDz7cAGDp0KEeOHDE2kNgVTSAUkT+5du0a/v7+fP/991SqVpPRM1biXtzTkCxXLp0jpN9LZFuycPcowcw1ByhSpJghWeyB1WolbPpojh/exQMPPMCJEyeoUqWK0bHEDujOgIj8SdmyZdm9e3fOUKKzP7Ao1JihRFkZGUwe1pVsSxbOzibGzlqjIvA3nJyc6DH0XarUqMWVK1d45ZVXSElJMTqW2AGVARH5D9WqVWPnzp14eHjw3TfHDRlKNGtcH5Ju3wCg98j3qFj5kXy9vr0qWsyNgePn4lGiNF999RV9+/bVA4Xyt1QGROS/atCgAVu2bMkdSrTlozn5du3Ny+fww+mTADR/sSNPP/Nivl27MChb4SHeHDcLZ+ec50Bmz7aPgVJiHJUBEfmfWrduzYcffgjAni0r2L9tTZ5f8+tjh9m9OWcQUuXqj/P6oHfy/JqF0eN1fQgKHgXAqFGj2Lt3r8GJpCBTGRCRv9S9e3fee+89ADaETefE0bz7Q+Xab5dYNPktANyKezBm5so8u5YjeLZdZ/xbBZCdnU1QUBBnzpwxOpIUUCoDIvK3xowZQ//+/XOGEs0YS3zMlza/RlZWFpPf6owlKwsnZ2fGzFxN0WLuNr+OI3FycqLboAlUf6wuN27cICAggKSkJKNjSQGkMiAif8vJyYkFCxb8PpQog4UTB3MxwbZ/y5w7vh+3b14DoOdbE6lU9VGbnu+oXF2LMGD8HEqWLkdMTAw9evTQA4XyH1QGROSO/DGUyM/Pz+ZDibatXsh33+SMQG7S+hX8W75sk3MlR6my5Rkwfg4urq6Eh4czefJkoyNJAaMyICJ3zM3NjU8//RQvLy+uX/mVef8YQEpy4n2dGfNlJBHrlgBQqWpNer410RZR5d/UqFWfLv1DAJgwYQKffvqpwYmkINEEQhG5az///DN+fn5cvnyZx+s9zVsTF+Pi6pr7z61WKwln4jgbH8OFhDNkpqfjWrQolarUoJpXHarUqIWTkxM3r/3GmF5tyMrKpJh7cWauOkgxdz0nkJc+fn8Sh3ZswNPTk+PHj/P4448bHUkKAJUBEbknX331Fc2bNycpKYmnn3mR3iOnkJ1t4fPdWzgUsZ6LCWcwmUw8WrMmnp6eJCYm8uMPP2CxWHioSg2avdiJnRvCuH3jKk5OzryzYBOVq3sZ/bEKvaysTGaP60t8zJd4eXlx7NgxSpUqZXQsMZjKgIjcs71799K2bVuysrJo3DKAi7/Ek3DmO1555VXefDMYf39/3Nzccn9/amoqkZGRfPDBErZuDcfJyQmLxUL3If+kWZsOBn4Sx3L75jUmDQ3i+pVfefHFF9m+fTsmk8noWGIgPTMgIvesdevWLFu2DIDog9spZsrm2LFjbN68iZYtW/6pCEDOMwctW7Zk8+ZNREdHU6NGDVxdi1Chkpbp5KcSpcoyYPxcXIsUZefOnbzzjgY7OTrdGRCR+xITE0PDhg1p3Lgxn376KcWLF7/jn01OTubll1/mi6hoxsxcTaVqNfMwqfy76EMRLJuRsxJ648aNdOzY0eBEYhSVARG5Z5mZmfj6+pKWlsbx48fvqgj8ITk5GR8fH1KznBkzazUuLq5//0NiMxuXzWRv+Erc3d2Jioqibt26RkcSA+hrAhG5Z2FhYZw6dYqVK1feUxEAKF68OCtXriThTByf795i44Tydzr0eovaDfxISUkhICCAa9euGR1JDKA7AyJyT6xWK97e3nh7e7Np06b7Pq9Dhw4c+/Jr/rloK05OTjZIKHcqKfEWk4cGceXX87Ro0YLdu3fj4uJidCzJR7ozICL35OTJk8TFxREcHGyT8958800u/HKGcz99Z5Pz5M55eJZk4IR5FC3mxoEDBxg1apTRkSSfqQyIyD0xm82YTCb8/f1tcp6/vz8mk4mf42Nscp7cnYcf8eKN4TljiufMmcPq1asNTiT5SWVARO5JbGwsXl5e//H64L1yd3fn0Zo1ufiL1uwa5akmrWgX1A+Avn37cuLECYMTSX5RGRCRe5Kamoqnp6dNz/Tw8CAjPc2mZ8rdeanbQOo2ak56ejqvvPIKly/bZhmVFGwqAyJyT9zc3EhMvL8lRf8uKSmJIkWL2fRMuTvOzs70eXsKDz5cjfPnzxMYGEhGRobRsSSPqQyIyD3x9vYmPj6e1NRUm5yXkpLCjz/8wENVa9jkPLl37sU9GfTOfNzcPTh69ChDhw41OpLkMZUBEbknPj4+WCwWIiMjbXJeZGQkFouFR7zq2OQ8uT8PPvwIfUdNw8nJiQ8++IClS5caHUnykMqAiNyTBg0aUKtWLZYsWWKT8xYvXox7cQ+SkxLR+JOCoW6jZgR0HwzAoEGDbFb8pODR0CERuWeLFi1i8ODBREdH4+Pjc8/nmM1mnn766dwSUNP7Sdp1DqZ2Az8NIDKY1Wrlgykj+PLoPipUqMCXX35JpUqVjI4lNqYyICL3zFa7CRo1aoTJZKJJkyYsX76c9PR0AKo/Vpd2nYN5wqepSoGB0lJTmDKiGxfO/oCPjw9HjhyhWDE96FmYqAyIyH2JiYnBz88PX19ftm3bdtdbCwMCAoiOjiYqKoo6depw8eJFZsyYwZIlS3IfTqzyaC3aBQVT3/dZnJ317aYRrlw6x6S3OpOceIsePXrw0UcfqaAVIioDInLfDh8+TLt27ahSpQorVqy4o68MzGYzPXv2JCEhgYiICJo3b/6nf3758mVmzZrFokWLSE5OBqBStZq0C+rHU/6tcDaZ8uSzyP92+mQUcya8iTU7m3nz5jFkyBCjI4mNqAyIiE3ExMTQs2dPTp48ySuvvMKbb76Jv7//nyYUpqSkEBkZyZIlS9i6dSsNGjRgxYoV1Knzv98guHr1KnPnzmX+/Pm5cw0qVq5O26C++DRrg8mkhTr5ae/WVWwMm4HJZGLv3r0899xzRkcSG1AZEBGbyczMJCwsjIULFxIXF4fJZMLLywsPDw+SkpKIj4/HYrFQu3ZtBg4cSN++fXF1db2js2/cuMH8+fOZO3cuN2/eBKD8Q1Vo+1pfnn62LS4ud3aO3B+r1cqHM8cRfSiCsmXLcuLECapVq2Z0LLlPKgMiYnNWq5VTp05hNpuJjY0lJSUFd3d3vL298fHxoX79+vf8ffPt27dZuHAhs2fP5tq1awCUq1CJFzr1xr9lAC53WC7k3mWkpzHt7R788uNp6tWrR2Rk5D09PCoFh8qAiNilpKQkPvjgA2bMmMFvv/0GQJkHHqRN4Bs0ff5VXIsUNThh4Xb9yq+EDn2NxJvXee2111i3bp0eKLRjKgMiYtdSUlIICwtj2rRpXLp0CYCSZR6gTWAvmrUJpGgx22xVlP8UH/Mls8b2wWLJYurUqYwePdroSHKPVAZEpFBIS0tj+fLlTJ06lXPnzgHgWaoMz7/ak2favkYxN3eDExZOh3Zs4OP3J+Hk5MTOnTtp06aN0ZHkHqgMiEihkpGRwcqVK5kyZQo///wzAB4lStEy4HWea98Z9+K2Xbvs6KxWK6sXvMuR3VsoWbIkZrOZmjVrGh1L7pLKgIgUSpmZmaxdu5bJkyfzww8/AODu4UmLl7rR8uWuFPcsaXDCwiMzM4OZY3pzJu4UtWrVIjo6mhIlShgdS+6CyoCIFGoWi4UNGzYwadIk4uLiACjmVpznXupCq4DX8SxZ2uCEhcPN61eYNDSIm9d+4+WXXyY8PFzTIu2IyoCIOITs7Gy2bNnCpEmT+OabbwAoWsyNZ9q+RutXe1CydDmDE9q/n77/lumjepCVmck//vEP/vnPfxodSe6QyoCIOJTs7Gy2b99OaGgoX331FQBFihajWZtA2gT2olTZ8gYntG+R+7bx0ZwJAGzdupWAgABjA8kdURkQEYdktVrZtWsXEydO5NixYwC4uBahaetXaNOxN2XLVzQ4of1a98FUDmz/GA8PD6Kjo/H29jY6kvwNlQERcWhWq5X9+/cTGhrK559/DoDJxYXGLV7mxU69eaBiZYMT2p+srEzmjn+T7745zqOPPsrx48cpXVrPZhRkKgMiIr87fPgwEydO5ODBgwA4O5vwfa4tL3bqy4MPVzM2nJ1JvHWDSUODuPbbRdq0aUNERAQmbZossFQGRET+TWRkJKGhoezZswcAJ2dnGjVrQ9ugfjxUpYbB6exHwpnvmDrydTLS0xg1ahTTpk0zOpL8DyoDIiL/w/HjxwkNDSUiIgIAJycnnvJvRdvO/aj8yGMGp7MPxw/vZum0twFYt24dQUFBBieS/0ZlQETkb5w8eZJJkyYRHh6e+2v1fZ+lXedgqtXUw3F/Z/NHc9i9aTlubm5ERkbSoEEDoyPJv1EZEBG5Q99++y2TJ09m48aN/PG/zid8mtKuczA1Hq9ncLqCK9tiYf4/BxLzZSRVqlThxIkTPPDAA0bHkn+hMiAicpe+++47Jk+ezNq1a8nOzgagdgM/2nUOxqvOUwanK5iSE28xeVgXfruYwDPPPMPevXtxdXU1Opb8TmVAROQe/fjjj0yZMoVVq1aRlZUFwGN1fWgXFMzj9Rrh5ORkcMKC5cIvP/Le8K6kp6YwZMgQ5s2bZ3Qk+Z3KgIjIfTp79ixTp05l+fLlZGZmAlCjVn3ad3kT7ycbqxT8i5NRB3k/dCgAy5cvp1evXgYnElAZEBGxmXPnzjF9+nTCwsJIT08HoJpXHdp1DqZeo+YqBb/b/vFitn+8iCJFinDkyBGefvppoyM5PJUBEREbu3TpEjNnzmTx4sWkpqYCUKVGLdoG9aOB33MOv80vOzubxZOHcTLqIA899BAnTpygYkWNfzaSyoCISB757bffmD17NgsXLiQ5ORmASlUfpW1QMA2btMLZgSfypaUk897wrlxMOIOfnx+HDh2iaNGiRsdyWCoDIiJ57Nq1a8ydO5f58+dz+/ZtAB58uBptX+tHo2dewGRyMTihMS5f+IXJwzqTkpRInz59WLp0qb5KMYjKgIhIPrl58ybz589n7ty53LhxA4AHKlam7Wt98X2uHS4ujveqXcyJo8z7xwCsViuLFi2if//+RkdySCoDIiL57Pbt2yxatIhZs2Zx9epVAMpVqMQLHd+gcasAXF2LGJwwf+3a9CFbPpqLi4sLBw8epGnTpkZHcjgqAyIiBklOTuaDDz5gxowZXL58GYDS5SrQJrAXTZ/vQJGixQxOmD+sVith00dz/PAuypcvz4kTJ6hcWauj85PKgIiIwVJTU1m2bBnTpk3jwoULAJQsXY7nO/Sk+YsdKVrM3eCEeS89LZWpI7tz7qfvePLJJzl69Chubm5Gx3IYKgMiIgVEeno6H330EVOmTCEhIQEAz5JlaP1qd55tG0Qx9+IGJ8xbVy9fYNLQziTdvkG3bt1YtWqVHijMJyoDIiIFTEZGBqtXr+a9997jp59+AqC4Z0laBbzOcy91wb24p8EJ8853Xx9ndkg/srMtzJo1i+HDhxsdySGoDIiIFFBZWVmsXbuWyZMnEx8fD4BbcU9avNSFlgGv4+FZ0uCEeWP/Jx+zfslUnJ2d2bNnDy1btjQ6UqGnMiAiUsBZLBY2bdpEaGgop0+fBqComzvPtetM61e741myjMEJbctqtfLRnAl8sf8TypQpg9lspnr16kbHKtRUBkRE7ER2djZbt24lNDSUr7/+GoAiRd14pm0nnn+1JyXLlDM4oe1kZqQzfVQvfo7/lieeeIIvvvgCDw8Po2MVWioDIiJ2xmq18umnnxIaGsqJEycAcC1SlKZtOtAmsBdlyj1ocELbuHH1MpOGBnHrxlUCAwPZuHGjHijMIyoDIiJ2ymq1snv3bkJDQ4mKigLAxdUV/1av8GLH3pSt8JDBCe/fj6dPMWNMLyxZWUyaNImQkBCjIxVKKgMiInbOarVy8OBBJk6cyJEjRwAwmVzwa/ESL77Wh/IV7XuAz5Hdm1k1/12cnJzYvn077dq1MzpSoaMyICJSiBw5coTQ0FD2798PgLOziaefbUvb1/rw4MOPGJzu3q15fxKf7dhAiRIlOHbsGI8//rjRkQoVlQERkUIoKiqK0NBQdu3aBYCTkxM+zdrQNqgflao+anC6u5eVmcmscX34IfYrHnvsMY4dO0bJkoXz1UojqAyIiBRiJ06cIDQ0lO3bt+f+2lP+rWgb1I8qNezrb9e3blxl0tAgbly9TLt27fjkk09wdnY2OlahoDIgIuIATp06xaRJk9iyZUvur9X3fYZ2QW9SzcvbwGR352x8LNNG9SAzI53x48cTGhpqdKRCQWVARMSBxMbGMnnyZNavX88f//uv07AJ7TsHU6NWfWPD3aGog5/y4cxxAGzevJkOHToYnMj+qQyIiDig77//nvfee4+PP/4Yi8UCQK36T9OuczCPPeFjcLq/tyFsBvu2rqJ48eJERUXxxBNPGB3JrqkMiIg4sDNnzjBlyhRWrlxJVlYWAF51nqJd52Bq1fctsEN+LJYs5k7oT9ypaB555BFOnDhBmTKFayxzflIZEBERfvnlF6ZNm8aHH35IRkYGANUfr0v7zm9Sp2GTAlkKkm7fZNJbQVz99QItW7Zk165duLi4GB3LLqkMiIhIrvPnzzNjxgyWLl1KWloaANVqetOuczD1nn6mwJWCcz9/z5Thr5ORnsqIESOYOXOm0ZHsksqAiIj8h19//ZWZM2eyePFiUlJSAKhc/THaBvXjycYtC9QrfSeO7uWD90YAsGbNGrp27WpwIvujMiAiIv/TlStXmDNnDgsWLCApKQmAh6o+StvX+uLT9HmcTSaDE+YIXzmfnRvCKFasGEePHuWpp54yOpJdURkQEZG/df36debNm8e8efO4desWABUqVaNtUF+efuZFTCZjv6vPzs5m4buD+cZ8hMqVK3PixAnKly9vaCZ7ojIgIiJ37NatWyxYsIA5c+Zw/fp1AB548GFe6NSHxi1ewsXV1bBsKcmJvDesC7+eP0vTpk05cOAArgbmsScqAyIictcSExNZtGgRs2bN4sqVKwCUeaAiL3TqTZPWr+DqWsSQXJfO/cR7w7qSmpLEgAEDeP/99w3JYW9UBkRE5J4lJyezdOlSpk+fzq+//gpA6bLleT7wDZq16UCRosXyPdPXxw6zcOJgrFYrYWFh9OnTJ98z2BuVARERuW+pqal8+OGHTJs2jfPnzwNQonRZnu/Qi2de7EjRYu75midi3RK2rV6Iq6srn332GY0bN87X69sblQEREbGZ9PR0VqxYwZQpU/jll18A8ChRmtavdOfZ9kG4uXvkSw6r1coH743gy8h9PPjgg5w4cYJKlSrly7XtkcqAiIjYXGZmJmvWrGHy5MmcOXMGAHePErQK6EaLl7ri7lEizzOkpaYwZXhXLvzyI40aNeLw4cMUK5b/X1vYA5UBERHJM1lZWaxfv55Jkybx/fffA+Dm7sFz7TvT6pXueJQolafX/+3SOSYNDSIl6Ta9evXiww8/LHBTFAsClQEREclzFouFzZs3M2nSJGJiYgAo6ubOs21fo/WrPShRqmyeXTv2qy+Y+05/rNnZLFiwgEGDBuXZteyVyoCIiOSb7Oxstm3bRmhoKKdOnQKgSNFiNH+hI88H9qJUmQfy5Lp7wleyadlMTCYT+/fv55lnnsmT69grlQEREcl3VquVHTt2MHHiRMxmMwAurkVo1qYDbQLfoMwDD9r8estmjuXYoR2UK1eOEydOULVqVZtew56pDIiIiGGsVit79+4lNDSUyMhIAEwuLvi3CuDFTn0oV8F2bwBkpKcx9e3uJPwYR/369YmMjMTdPX9feSyoVAZERMRwVquVzz77jIkTJ/LZZ58BYDK54PtcO158rS8VHqpik+tc++0Sk4YGkXjrOkFBQaxdu1YPFKIyICIiBcznn39OaGgo+/btA8DJ2Zmnm79I26C+VKxc/b7Pj//2BLPG9cViyWL69Om8/fbb932mvVMZEBGRAik6OppJkyaxY8cOAJycnGjY9HnaBfWjUrWa93X2oYj1fLxoMs7OzuzcuZPnn3/eFpHtlsqAiIgUaF9++SWTJk1i27Ztub/WoHEL2ncOpkqNWvd0ptVqZdX8d/l8zxZKlSqF2Wzm0UcftVFi+6MyICIiduGbb75h0qRJbN68mT/+6KrbqDntOgdT/bEn7vq8zMwMZo55gzNxX1O7dm2io6Px9PS0dWy7oDIgIiJ25fTp00yePJn169eTnZ0NgPdT/rQLCqamd4O7Ouvm9SuEDnmNW9evEBAQwJYtW3B2ds6L2AWayoCIiNil+Ph4pkyZwurVq7FYLAA8XrcR7bq8yWNPNLzjtwR++u4bpo/uSVZmJu+++y7vvPNOXsYukFQGRETErv30009MnTqVFStWkJmZCUBN7ydp1zmY2g387qgUHN27lRVzc0rAtm3bePnll/M0c0GjMiAiIoVCQkIC06ZNY9myZWRkZABQ/bG6tOsczBM+Tf+2FKxd/B4HP12Hh4cHx44do3bt2vkRu0BQGRARkULl4sWLzJgxgw8++IC0tDQAqjxai/ZBwdTzffZ/PhOQlZXJnPHBfP+NmZo1a3L8+HFKlSoF5Lx9cPLkScxmM7GxsaSmpuLm5oa3tzc+Pj40aNDArocXqQyIiEihdPnyZWbNmsWiRYtITk4GoFK1mrQL6sdT/q1wNpn+42cSb10ndEgQ169c4oUXXiA8PJzly5ezcOFC4uLiMJlMeHl54enpSWJiIvHx8VgsFmrVqsWgQYPo27cvrq6u+f1R75vKgIiIFGpXr15lzpw5LFiwgMTERAAqVq5Ou6B++DRr8x+lIOFMHFNHdicjPY2KFSty+fJlXn31VYKDg/H398fNzS3396amphIZGcmSJUsIDw+nfv36rFy5kjp16uTrZ7xfKgMiIuIQbty4wbx585g3bx43b94EoMJDVXnxtT48/WxbXFz+/2/021YtZOfGMB599FE+/vhjGjZs+Lfnm81mevbsSUJCAhERETRv3jyvPorNqQyIiIhDuXXrFu+//z6zZ8/m2rVrAJR7sBIvdupD4xYvc/nCWaaM6EZjP1+2b99O8eLF7/js5ORkAgICiI6OJioqym7uEKgMiIiIQ0pKSmLx4sXMnDmT3377DYDS5SpgcjbxQNmSmM3muyoCf0hOTqZRo0a4ubkRFRVlF88QqAyIiIhDS0lJYenSpUyfPp1Lly7h5OTE8ePH7+irgf/FbDbj6+vLggULGDBggA3T5g2VAREREXIeBqxRowZ+fn5s2bLlvs8LDAwkLi6OmJiYAv/aoeMNYBYREfkv4uLiuHTpEv3797fJecHBwZw+fZpTp07Z5Ly8pDIgIiJCzq19k8mEv7+/Tc7z9/fHZDJhNpttcl5eUhkQEREBYmNj8fLy+tMcgfvh7u6Ol5cXsbGxNjkvL6kMiIiIkPPMgKenp03P9PDwICUlxaZn5gWVAREREcDNzS13QqGtJCUl4e7ubtMz84LKgIiICODt7U18fDypqak2OS8lJYX4+Hi8vb1tcl5eUhkQEREBfHx8sFgsREZG2uS8yMhILBYLPj4+NjkvL2nOgIiICDlrir29vfH29mbTpk33fZ7mDIiIiNgZJycnBg0aRHh4+H2/Dmg2m9m6dSsDBw4s8EUAdGdAREQkV2ZmJr6+vqSlpXH8+PH73k0QHR2Ni4tLHiS1Ld0ZEBER+Z2rqysrV64kISGBgIAAkpOT7+rn/9hamJCQwIoVK+yiCIDKgIiIyJ/UqVOHiIgIoqOjadSo0R1/ZWA2m2nUqBHR0dFERETYzfpiUBkQERH5D82bNycqKgo3Nzd8fX0JDAxk//79//HaYUpKCvv27SMwMBBfX9/ctcXNmzc3KPm90TMDIiIi/0NmZiZhYWEsXLiQuLg4TCYTXl5eeHh4kJSURHx8PBaLhdq1azNw4ED69u2Lq6ur0bHvmsqAiIjI37BarZw6dQqz2UxsbCwpKSm4u7vj7e2Nj48P9evXt4u3Bv4XlQEREREHp2cGREREHJzKgIiIiINTGRAREXFwKgMiIiIOTmVARETEwakMiIiIODiVAREREQenMiAiIuLgVAZEREQcnMqAiIiIg1MZEBERcXAqAyIiIg5OZUBERMTBqQyIiIg4OJUBERERB6cyICIi4uBUBkRERBycyoCIiIiDUxkQERFxcCoDIiIiDk5lQERExMGpDIiIiDg4lQEREREHpzIgIiLi4FQGREREHNz/AcekA6lr6K/LAAAAAElFTkSuQmCC", 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", 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" ] @@ -58,7 +48,7 @@ ], "source": [ "S = xgi.SimplicialComplex([[1, 2, 3], [2, 3, 4], [4, 5]])\n", - "xgi.draw(S)" + "xgi.draw(S);" ] }, { @@ -195,7 +185,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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