diff --git a/PATSTAT/patstat_analysis_demo.ipynb b/PATSTAT/patstat_analysis_demo.ipynb deleted file mode 100644 index befd4a2..0000000 --- a/PATSTAT/patstat_analysis_demo.ipynb +++ /dev/null @@ -1,1268 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 161, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "import os\n", - "import pandas as pd\n", - "import janitor\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "from matplotlib.ticker import MaxNLocator\n", - "import math\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": 162, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "C:\\Users\\radvanyi\\PycharmProjects\\ZSI_analytics\\PATSTAT\n" - ] - } - ], - "source": [ - "print(os.getcwd())" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 163, - "outputs": [], - "source": [ - "outdir=\"EU_CH_scope/v2_\"\n", - "\n", - "appln = pd.read_csv(f\"{outdir}/tls_201_scope.csv\")\n", - "\n", - "appln_title = pd.read_csv(f\"{outdir}/tls_202_scope.csv\")\n", - "\n", - "pers = pd.read_csv(f\"{outdir}/tls_206_scope.csv\")\n", - "\n", - "appln_pers = pd.read_csv(f\"{outdir}/tls_207_scope.csv\")\n", - "\n", - "appln_cpc = pd.read_csv(f\"{outdir}/tls_224_scope.csv\")\n", - "\n", - "cpc_desc = pd.read_csv(r\"CPC_data/cpc_defs.csv\")\n", - "\n", - "country_defs = pd.read_csv(f\"{outdir}/table_tls801.csv\").rename(columns={\"st3_name\":\"Country\"})" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 164, - "outputs": [], - "source": [ - "ch_codes = [\"CN\",\"HK\",\"MO\",\"TW\"]\n", - "ch_names = country_defs[country_defs[\"ctry_code\"].isin(ch_codes)][\"Country\"].unique()" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 165, - "outputs": [ - { - "data": { - "text/plain": " ctry_code iso_alpha3 Country organisation_flag \n0 unknown Y \\\n1 AD AND Andorra \n2 AE ARE United Arab Emirates \n3 AF AFG Afghanistan \n4 AG ATG Antigua and Barbuda \n.. ... ... ... ... \n237 YE YEM Yemen \n238 YU YUG Yugoslavia/Serbia and Montenegro \n239 ZA ZAF South Africa \n240 ZM ZMB Zambia \n241 ZW ZWE Zimbabwe \n\n continent eu_member epo_member oecd_member discontinued \n0 NaN \n1 Europe \n2 Asia \n3 Asia \n4 North America \n.. ... ... ... ... ... \n237 Asia \n238 Europe Y \n239 Africa \n240 Africa \n241 Africa \n\n[242 rows x 9 columns]", - "text/html": "
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ctry_codeiso_alpha3Countryorganisation_flagcontinenteu_memberepo_memberoecd_memberdiscontinued
0unknownYNaN
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..............................
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" - }, - "execution_count": 165, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "country_defs" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 166, - "outputs": [ - { - "data": { - "text/plain": " appln_id appln_auth appln_nr appln_kind appln_filing_date \n0 330225325 EP 11150195 A 2011-01-05 \\\n1 330322632 EP 11150485 A 2011-01-10 \n2 330350961 EP 11150683 A 2011-01-12 \n3 330374780 WO 2011050339 W 2011-01-12 \n4 330424360 WO 2011050199 W 2011-01-10 \n\n appln_filing_year appln_nr_original ipr_type receiving_office \n0 2011 11150195 PI \\\n1 2011 11150485 PI \n2 2011 11150683 PI \n3 2011 EP2011/050339 PI EP \n4 2011 EP2011/050199 PI EP \n\n internat_appln_id ... earliest_publn_date earliest_publn_year \n0 0 ... 2011-07-13 2011 \\\n1 0 ... 2012-07-11 2012 \n2 0 ... 2012-07-18 2012 \n3 0 ... 2011-07-21 2011 \n4 0 ... 2012-07-19 2012 \n\n earliest_pat_publn_id granted docdb_family_id inpadoc_family_id \n0 335277427 Y 43754737 330225325 \\\n1 364719889 Y 43991052 330322632 \n2 364923578 N 43881056 330350961 \n3 335927718 N 43923624 330374780 \n4 365345607 N 43533009 330424360 \n\n docdb_family_size nb_citing_docdb_fam nb_applicants nb_inventors \n0 4 16 1 1 \n1 2 5 1 2 \n2 7 12 2 5 \n3 2 8 5 4 \n4 4 13 3 2 \n\n[5 rows x 26 columns]", - "text/html": "
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appln_idappln_authappln_nrappln_kindappln_filing_dateappln_filing_yearappln_nr_originalipr_typereceiving_officeinternat_appln_id...earliest_publn_dateearliest_publn_yearearliest_pat_publn_idgranteddocdb_family_idinpadoc_family_iddocdb_family_sizenb_citing_docdb_famnb_applicantsnb_inventors
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4330424360WO2011050199W2011-01-102011EP2011/050199PIEP0...2012-07-192012365345607N4353300933042436041332
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" - }, - "execution_count": 166, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "appln.head()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 166, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 167, - "outputs": [ - { - "data": { - "text/plain": "appln_id 64266\nappln_nr 63242\nappln_nr_original 62651\ndtype: int64" - }, - "execution_count": 167, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "appln[[\"appln_id\",\"appln_nr\",\"appln_nr_original\"]].nunique()" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 168, - "outputs": [], - "source": [ - " # only first submissions\n", - "appln = appln[appln[\"appln_nr\"]==appln[\"appln_nr_original\"]]\n", - "appln_pers = appln_pers[appln_pers[\"appln_id\"].isin(appln[\"appln_id\"])]" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 169, - "outputs": [ - { - "data": { - "text/plain": " person_id appln_id applt_seq_nr invt_seq_nr Country Country_Type\n0 1 340314532 1 0 Finland EU\n1 1 413601768 1 0 Finland EU\n2 128 332888018 1 0 Finland EU\n3 128 333546132 1 0 Finland EU\n4 128 334765473 1 0 Finland EU\n... ... ... ... ... ... ...\n106442 65263479 504779814 2 0 Latvia EU\n106443 65263479 544264361 2 0 Latvia EU\n106444 69866789 481190056 2 0 Latvia EU\n106445 80730412 554759601 2 0 Latvia EU\n106446 84881241 569497458 0 1 Latvia EU\n\n[106447 rows x 6 columns]", - "text/html": "
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person_idappln_idapplt_seq_nrinvt_seq_nrCountryCountry_Type
0134031453210FinlandEU
1141360176810FinlandEU
212833288801810FinlandEU
312833354613210FinlandEU
412833476547310FinlandEU
.....................
1064426526347950477981420LatviaEU
1064436526347954426436120LatviaEU
1064446986678948119005620LatviaEU
1064458073041255475960120LatviaEU
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106447 rows × 6 columns

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" - }, - "execution_count": 169, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "appln_ctry = appln_pers.merge(pers[[\"person_id\",\"person_ctry_code\"]],\n", - " on=\"person_id\").merge(country_defs[[\"Country\",\"ctry_code\"]],\n", - " left_on=\"person_ctry_code\", right_on=\"ctry_code\").drop(columns=[\"ctry_code\",\"person_ctry_code\"])\n", - "appln_ctry[\"Country_Type\"] = \"EU\"\n", - "appln_ctry.loc[appln_ctry[\"Country\"].isin(ch_names),\"Country_Type\"] = \"CH\"\n", - "appln_ctry" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 170, - "outputs": [ - { - "data": { - "text/plain": "Text(0.5, 0, 'Year')" - }, - "execution_count": 170, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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+Pp7jh4jMiKiByMfHB2+//TaSkpJw+PBhjBw5Evfeey9OnjwJAJg/fz42b96MTZs2ISEhAZcuXdLfvRmoXX03MjIS1dXV2LdvH77++musW7cOr732mr5NRkYGIiMjMWLECCQnJ2PevHmYPXs2tm/f3uzHS0RERObJ7GaZOTs747333sOkSZPg5uaG9evXY9KkSQBqV5/t3LkzEhMTMWDAAPz5558YP348Ll26BA8PDwDA6tWrsXDhQuTn50Mul2PhwoXYunWrwW9ikydPRlFREbZt2ybKMRIREZF5MZuFGbVaLTZt2oSysjKEhYUhKSkJNTU1Biu7durUCe3atdMHosTERHTr1k0fhoDapfKffPJJnDx5Er169UJiYmK91WEjIiIwb968G9ZSVVVlsKpq3R2mXVxcbnnvIiIiIjIPgiCgpKQE3t7et1yoVfRAdPz4cYSFhaGyshIODg745ZdfEBISguTkZMjlcjg5ORm09/Dw0N+uICcnxyAM1W2v23azNmq1GhUVFQ3eRHLZsmUNLttPRERELU92djZ8fHxu2kb0QNSxY0ckJyejuLgYP/74I2bMmIGEhARRa1q0aBEWLFigf15cXIx27dohOzsbSqVSxMqIiIiosdRqNXx9feHo6HjLtqIHIrlcjqCgIAC198Y5dOgQli9fjoceegjV1dUoKioy6CXKzc2Fp6cnAMDT0xMHDx40+Ly6WWjXt/n3zLTc3FwolcoGe4cAQKFQQKFQ1Hu9bjYcERERtRyNGe5idusQ6XQ6VFVVITQ0FNbW1oiJidFvS0lJQVZWFsLCwgAAYWFhOH78OPLy8vRtduzYAaVSqb/LdVhYmMFn1LWp+wwiIiIiUXuIFi1ahHHjxqFdu3YoKSnB+vXrER8fj+3bt0OlUmHWrFlYsGABnJ2doVQq8fTTTyMsLAwDBgwAAIwZMwYhISGYNm0a3n33XeTk5OCVV15BdHS0vofniSeewIoVK/DCCy/g0UcfRWxsLDZu3IitW7eKeehERERkRkQNRHl5eZg+fTouX74MlUqF7t27Y/v27Rg9ejQA4KOPPoJUKsXEiRNRVVWFiIgIrFq1Sv9+KysrbNmyBU8++STCwsJgb2+PGTNm4PXXX9e3CQgIwNatWzF//nwsX74cPj4++PLLLxEREdHsx0tERETmyezWITJHarUaKpUKxcXFHENERETUQjTl+9vsxhARERERNTcGIiIiIrJ4DERERERk8RiIiIiIyOIxEBEREZHFYyAiIiIii8dARERkYSqqNajW6FBQWoVqjQ7l1RqxSyISnej3MiMiouZTVaPF6oR0rN2XAXWFBkpbGaIGBuCp4e2hsLYSuzwi0TAQERFZiIpqDVYnpGN5TKr+NXWFRv/88WGBsJPza4EsEy+ZERFZCCupFGv3ZTS4be2+DMik/Eogy8U//UREFqKovBrqiobHC6krNLhaXo2SippmrorIPDAQERG1cplXyvDsD3/DwUYGpW3Dl8SUtjI42sgQ/tEuPPPD39iTegU6HW91SZaDF4uJiFqpsioNVsadw5e7M1Ct1eHuHl6YOdAfn8Scq9d25kB/HDlfhFx1JX4/egm/H70Enza2eCDUF5P6+KCtk60IR0DUfBiIiIhaGUEQsPnYZby19TRy1JUAgKHBbgj2dMSQDm6QQNLgLDO5TIrf5w7ChkPZ+D35Ei5crcBHO8/i45izGNLBDQ/28cHoEA8oZJyNRq2PRBAE9oneglqthkqlQnFxMZRKpdjlEBHd0OnLaiz5/SQOZBQCAHydbfFqZAhGh3hAIpEAAMqrNZBJpSiprIGjjTU0Ol292WUV1VpsO3kZGw5lY396of71NnbWmNCrLR7s44vOXvz3kMxbU76/GYgagYGIiMxdcXkNPtyRgm/3n4dOAGyspXhqeBDmDA2EzR2uL3S+oAybDl/Aj0kX9D1OANDdR4UH+/jinp7eUNpY3+khEBkdA5GRMRARkbnS6gRsPJyN97anoLCsGgBwVzdPvHRXZ/i0sTP6vnal5mPjoWzsPJ2LGm3t14dCJsVd3bzwYB9fDAh01vdEEYmNgcjIGIiIyBwdybqKxb+dxPGLxQCADu4OWHJPFwwKcjX5vgtKq/DL3xex4VA2UvNK9a/7udjhgVAfTAr1hafKxuR1EN0MA5GRMRARkTnJL6nCO9vO4MekCwAAR4UM80YHY3qYH6ytmnc1FUEQkJxdhI2Hs7H56GWUVtWucySVAMOC3fBQX1+M7OQBuYyrvFDzYyAyMgYiIjIHNVodvt6XieU7U1FyLXg8EOqDF8Z2gpujQuTqagdr/3E8BxsPZeNg5j8DsV3s5bivV1s81NcXHTwcRayQLA0DkZExEBGR2Paeu4Ilv5/UX57q7qPCknu6oHe7NiJX1rD0/FJsPHwBPx25gPySKv3rvdo54cE+vhjf3QuOHIhNJsZAZGQMREQklgtXy/Hm1tP480QOAMDZXo4XIjriwT6+kErNf/CyRqtDfEo+NhzORuyZPGivrX5ta22FyO61A7H7+rfhQGwyCQYiI2MgIqLmVlmjxecJ6fgs4Rwqa3SwkkowbYAf5ocHQ2XXMntW8koq8cuRi9hwOBvp+WX61wNd7fFAH19M7N0W7sragdgV1RpY3WKtJKJbYSAyMgYiImougiBgx6lcvL7lFC5crQAA9A9wxtJ7u6CTZ+v490cQBCSdv4oNh7Kx9fhllFdrAQBWUgke7ueLF8d1xppd6Q2upq24wzWVyLIwEBkZAxERNYe0/FIs3XwKu87mAwC8VDZ46a7OGN/dq9VeUiqt0mDrsUvYcCgbR7KK8MX0UBy7UIxPY+vfb+3ZUR3w+LBA9hRRozEQGRkDERGZUmmVBp/GpOKrvRmo0QqQW0nx2NAARI8Isqgv//S8Uni3sUW/t3ZCXaGpt11pK8Phl0dzCj81WlO+vy3nbxoRkZkRBAG/Jl/Esj/OIO/aTKxRndzx6vgQ+Lvai1xd8wt0d0BBaVWDYQgA1BUalFTWwMVB/CUGqPVhICIiEsGJi8VY8vtJHD5/FQDg72KHxXd3wYhO7iJXJi5HG2sobWU37CHiVH0yFQYiIqJmdLWsGu//lYL1B7MgCICd3ApzRwZh1uAAKGQcMKzV6RA1MADLY1LrbYsaGACNTgc5eMmMjI+BiIioGWh1AtYfzMIHf6WgqLwGAHBPD2+8dFdn3vPrOrZyGZ4a3h4ADGaZzQzz5ywzMikOqm4EDqomosZqaP2ctPxSLPzxOE5dVgMAOnk6Yuk9XdA/0EXkas1XebUGMqkU6soa2MmtsDv1CgJc7BHsyVt/UONxUDURkQiqarRYnZBer2djxkB/VGl0UNrI8FxERzzcrx1kzXwT1pambnadq4MCr/x6HN/tz8L47l5Y8XBvkSuj1oqBiIjICCqqNVidkG4w9kVdocEnsecgAPjooR7waWMHZ3u5eEW2UA/388N3+7Pwx/HLyC4sh6+zndglUSvEX1GIiIzASirF2n0ZDW77OjETnTyVDEO3KcRbiSEdXKETgP/uafgcE90pBiIiojuk0wm4Wl59y/Vz6PbNGRoIANhwKBtF5dUiV0OtEQMREdFtEgQB20/mYMoX++FoI4PStuFRCFw/584NDnJFiJcSFTVafH8gS+xyqBViICIiaiJBEBB7Jhd3r9iDx79NwoGMQuxPK8DMgf4Ntq9bP4dun0Qi0fcSrd2bicoarcgVUWvDQdVERI0kCAJ2pV7BhzvO4mh2EQDAXm6FRwcHoK+/MwYFuUICCe/SbiKR3b3w7rYzuFRciV//vojJ/dqJXRK1IlyHqBG4DhER7TtXG4TqbrVha22FGQP9MWdooMFg6br1c65fh8iSbtBqal/uTscbW08j0M0eO+cPg1QqEbskMmNch4iIyEgOZhTiwx0p2J9eCABQyKSYNsAPTwxvD9cGbjJaF37qbkDK20wY1+R+7bA8JhXp+WWIPZOH8BAPsUuiVoKBiIioAUnnr+LjnWexO/UKAEBuJcXD/dvhqeHt4a7krTbE4qCQ4ZH+flidkIY1u9IZiMhoGIiIiK5zNLsIH+08i/iUfACAtZUED/bxxdyRQfBS2YpcHQFA1CB//HdPOg5mFuLvrKvo1a6N2CVRK8BAREQE4OSlYny0IxU7T+cCAKykEjwQ6oPoEUFcGdnMeChtcG/Ptvgx6QLW7ErHZ1NDxS6JWgEGIiKyaCk5Jfh451n8eSIHACCVAPf18sEzo4Lg52IvcnV0I3OGBuLHpAvYdjIH5wvK+LOiO8ZAREQW6VxeKT7eeRZbj1+GIAASCXB3d288G94B7d0cxC6PbiHYwxHDO7ohPiUfX+7OwH8mdBW7JGrhGIiIyKJkXinDJzGp+DX5InTXFh2J7OaFZ8M7INjDUdziqEnmDA1EfEo+NiVlY/7oYN4rju4IAxERWYTswnJ8EpOKn/++CO21JDQmxAPzwoMR4s31xVqisEAXdGurwvGLxfg28TyeDe8gdknUgjEQEVGrdrGoAitiz2HT4WxorgWhkZ3cMT88GN18VCJXR3ei7nYeT//wN75JzMTjwwJhwxXB6TaJumLYsmXL0LdvXzg6OsLd3R0TJkxASkqKQZvhw4dDIpEYPJ544gmDNllZWYiMjISdnR3c3d3x/PPPQ6MxvOt0fHw8evfuDYVCgaCgIKxbt87Uh0dEIsoprsRrv53AiPfi8cPBLGh0AoZ0cMUvTw3EVzP7Mgy1EuO6esKnjS0KyqrxY9IFscuhFkzUHqKEhARER0ejb9++0Gg0eOmllzBmzBicOnUK9vb/zBh47LHH8Prrr+uf29n9MwVWq9UiMjISnp6e2LdvHy5fvozp06fD2toab731FgAgIyMDkZGReOKJJ/D9998jJiYGs2fPhpeXFyIiIprvgInI5PJKKvFZfBq+P5CFak3tDVUHtnfB/NHB6OvvLHJ1ZGwyKylmDQ7A0s2n8OXudEzp1w5WvJ0H3QazupdZfn4+3N3dkZCQgKFDhwKo7SHq2bMnPv744wbf8+eff2L8+PG4dOkSPDxqVyxdvXo1Fi5ciPz8fMjlcixcuBBbt27FiRMn9O+bPHkyioqKsG3btlvWxXuZEZm/gtIqfL4rHd8kZqKypjYI9fVvgwWjOyKsvYvI1ZEplVVpMPDtWBRX1GD11FCM7eopdklkJpry/W1WN9kpLi4GADg7G/4W9/3338PV1RVdu3bFokWLUF5ert+WmJiIbt266cMQAERERECtVuPkyZP6NuHh4QafGRERgcTExAbrqKqqglqtNngQkfgqqjWo1uhQUFqFao0O5dUaqCuq8e62MxjybhzW7EpHZY0OPX2d8O2sftj4eBjDkAWwV8gwbYAfAGDNrjSRq6GWymwGVet0OsybNw+DBg1C167/rCfx8MMPw8/PD97e3jh27BgWLlyIlJQU/PzzzwCAnJwcgzAEQP88Jyfnpm3UajUqKipga2u4HP+yZcuwdOlSox8jEd2+qhotViekY+2+DKgrNFDayjBzoD9mDgzA9pO5KK/WoltbFRaMDsbwjm6QSHjZxJJMH+iHNbvScSSrCIczC9GHl0epicwmEEVHR+PEiRPYs2ePwetz5szR/3+3bt3g5eWFUaNGIS0tDe3btzdJLYsWLcKCBQv0z9VqNXx9fU2yLyK6tYpqDVYnpGN5TKr+NXWFBp/EnIMgAK/f2wVlVRqMDvFgELJQ7o42uL93W/zvUDY+35XOQERNZhaXzObOnYstW7YgLi4OPj4+N23bv39/AMC5c+cAAJ6ensjNzTVoU/fc09Pzpm2USmW93iEAUCgUUCqVBg8iEo+VVIq1+zIa3PZ1Yib6+jtjTBdPhiELN3tIIABg5+lcpOWXilwNtTSiBiJBEDB37lz88ssviI2NRUBAwC3fk5ycDADw8vICAISFheH48ePIy8vTt9mxYweUSiVCQkL0bWJiYgw+Z8eOHQgLCzPSkRCRMVXWaLHrbD5e33wKs74+hFx1JdQVmgbbqis0KKmsaeYKyRwFuTsgvLMHBAH4cnfDAZroRkS9ZBYdHY3169fjt99+g6Ojo37Mj0qlgq2tLdLS0rB+/XrcddddcHFxwbFjxzB//nwMHToU3bt3BwCMGTMGISEhmDZtGt59913k5OTglVdeQXR0NBQKBQDgiSeewIoVK/DCCy/g0UcfRWxsLDZu3IitW7eKduxEZCiroBzxZ/MQn5KPxLQCVNRoAQDO9nK4OMihtJU1GIqUtjI42lg3d7lkpuYMDcTO07n46cgFLBgdDDdHhdglUQsh6rT7G3Vvr127FjNnzkR2djamTp2KEydOoKysDL6+vrjvvvvwyiuvGFzGOn/+PJ588knEx8fD3t4eM2bMwNtvvw2Z7J+8Fx8fj/nz5+PUqVPw8fHBq6++ipkzZzaqTkuedl9RrYGVVIqSyho42lhDo9PBTm42Q89aDJ7H+iprtDiQUYj4lDwkpOQj/UqZwXZ3RwWGd3TD8I7uGBzkiv/uyTAYQ1Tn2VEd8PiwQIs/n1RLEATct2ofkrOL8PTIIPzfmI5il0Qiasr3t1mtQ2SuLDUQVdVosSo+zWBWT9TAADw1vD0UXB6/0Xge/3G+oAzxKfmIT8lDYnqBfr0gALCSShDq16Y2BAW7o7OXo8EvTTyP1Fh/Hr+MJ78/Aic7a+x7cSTDsgVryvc3/5RQg240q6fuOX8jbxxLP4+VNVokphcg4VoIyiwoN9juqbTBsGA3DO/ohkEdXKG8yaUvhbUVHh8WiOgRQQY9bQxD9G9junjCz8UO5wvKsenwBcwY6C92SdQCtN5/iemO3GxWz9p9GYgeEdTMFbVMtzqPTw5vj9+SL8JLZQt/Fzu4OSpa/EypjCtliE+pHQu0P70AVZp/eoFkUgn6+LfB8I7uGBbshk6ejk063rrw6OJQOy5Ebh4TZcnMWEklmD04AK/+dhJf7knHI/3bQWbFPyt0cwxE1KCSyppbzuqp+1KihgmCgKvl1Tc9j1dKq7AqLg0puSUAAFtrK/i52MHfxR5+rtf+62KHAFd7eDjaQGqG92iqqNZif3pBbQg6m4/z/+oF8lLZYHhHNwwLdsegIBcOgKZmMSnUFx/tTEV2YQW2n8xFZHcvsUsiM8dARA1ytLG+6awee4UMlTVa2PByRYNOXCzGRzvO4tOHe930PLo6KNDe3R4VNVpcuFqOihotzuSU4ExOSb32CpkUfi528HOxh7/+v7WBydvJttluaCkIwrVeoHzEn63tBaq+rhfI2kqCPn7O+gHRwR4OLb7Xi1oeW7kVpg3ww/KYVKzZlYa7unGdKro5BiJqUFF5NWaE+ePT2HP1ts0I88eus/n4z9ZTeGlcZ4ztyn9o6lwprcIHf6Xgf4eyIQjAvrQCzBzoj09i6p/HqIEB0AkCVj0SCgCo1uhw4Wo5zheUI7OgzOC/2YXlqNLocDa3FGdz6y84Z20lga9zbY+Sv4s9/F3/CU5tnWwbdbngZjPhyqs1SEwrQMLZfMSn5COr0LAXyFtlg2Ed3WvHAgW5wkHBf1pIfNPD/LA6IQ1HLxTjQEYhBgTyvnZ0Y/xXi+opKq/GvA3J+HRKL0gArEvMNJjV89jQQMxadxDZhRV48vsj6B/gjNfuDkEXb5XYpYumWqPDN4mZWL4zFSVVtb1B9/b0Rve2KgwJcoUEklvOjpLLpAh0c0Cgm0O9z9dodbhUVImMgjKcLyhD5pXy2v8WlCG7sALVWh3S88uQnl9W770yqQQ+bWwNepYCXGt7lnza2EEukzZ4n7CogQGYPSQAb2w5hV+SL9XrBeoX4HxtQLQ7OrizF4jMj4uDApNCffD9gSys2ZXOQEQ3xWn3jWBJ0+51OgGzvzmM2DN5GNrBFSse6Q0bmVW9XoOyKg0+T0jD57vSUaXRQSIBHurji/8b09HiFkKLO5OH/2w5pV9Hp2tbJZbc3cXgXkrl1RrITLQOkVYn4HJxhWHP0pUy/f9fP6j536QSYF1UPxzKLGywN/DpkUHo1laFOd8moa2Trf4y2MD2LrBnLxC1ABlXyjDyg3gIArBj/lB08HAUuyRqRlyHyMgsKRCtij+Hd7elQC6T4penBt6y1+fC1XK8/ecZbDl2GQDgoJBh7sggRA3yh0LWuscXpeWX4o0tpxCXkg8AcHWQ44WITpgU6mM2g591OgG5JZXX9SgZ/tfG2gp7Fo7AgGUxNxzndPClcFwqqkCAqz17gahFeuLbJGw7mYMH+/jg3Uk9xC6HmhEDkZFZSiDan16Ah7/YD50AvH1/N0zu167R7z2cWYilm0/h+MViAICfix1euqszxrTCu48XV9Tg05hUrNuXCY1OgLWVBI8OCsDckUEtagaVIAgoLK+GVieg35sxN2yX9Eo4ZxRSi5Z0/iomfrYPcisp9iwcAXeljdglUTNpyvc3F2YgAEBeSSWe/uFv6ATg/t5t8VBf3ya9v4+/M36LHoT3H+gBd0cFzheU4/Fvk/DwFwdw+rLaRFU3L61OwA8HszDy/Xh8uScDGp2A8M7u+Gv+MCy6q3OLCkNA7a1zXOwVcLKtvU9YQ3ifMGoNQv3aoI9fG1RrdVi7L1PscshMMRARtDoBz/6QjPySKgR7OOCNCV1vq1dHKpVgUqgP4p4bjugR7SGXSZGYXoDIT3Zj0c/HcaW0ygTVN48D6QW4+9M9WPTzcRSUVSPI3QFfP9oPX87oiwBXe7HLuyNanQ5RAwMa3BY1MAAa3Y3HIBG1FHOGBgIAvt9/HqVVDa8NRpaNgYjw0Y6zSEwvgL3cCqseCb3jwb72Chmej+iEmAXDENnNCzoB+OFgFka8F48vdqUbzFYydxeuliN6/RE8tGY/Tl1WQ2kjw+K7Q/Dns0MwLNhN7PKMwlYuw1PD2+PZUR30PUVKWxmeHdUBTw1v36pvLUKWI7yzBwJd7aGu1GDDoWyxyyEzxDFEjdCaxxDFpeQhau0hAMAnU3rhnh7eRt/HgfQCvL7lFE5eqr105u9ih5cjQxDe2d1sxxeVX7sH2ecJaajS6CCVAFP6tcOC0cGtdjyNKWfCEZmD9Qey8NIvx9HWyRbxzw+HNW/n0epxULWRtdZAdLGoApGf7EZReQ2mDfDDfyZ0Ndm+tDoBPyVdwLvbU/SXzgYHueKV8Z3RydN8zqkgCPj96CW8/ecZXC6uBAAMCHTGa+O7IMTbfOokoqarrNFi8DuxuFJajeWTe+Lenm3FLolMjIHIyFpjIKrW6PDg54lIzi5Cdx8VNj0R1izT5EurNFgZdw7/3Z2Bam1tz8vD/dthfrj4PS/HLxRj6eaTOHz+KgCgrZMtXonkStxErcmnMan4YMdZdPFWYsvTg/l3u5VjIDKy1hiIlm4+ibV7M6GytcaWpwfD19muWfefVVCOZX+exp8ncgAAjja1Y1amh/lDLmvebuz8kiq8vz0FG5Nqb7dha22F6BHtMXtIIO/VRtTKXC2rxsC3Y1FRo8X3s/tjUJCr2CWRCXHaPd3UH8cvY+3eTADAhw/2aPYwBADtXOzw2dRQ/PDYAHT2UqKkUoM3tp7G2I93IeZ0Lpojp1drdFizKw0j3o/HhsO1YWhCT2/EPTccc0d2YBgiaoXa2MvxYB8fAMDnu9JFrobMCXuIGqE19RBlXCnD3Z/uQWmVBk8Ma48Xx3USuyRodQI2Hs7G+9tTUFBWDQAY0sEVr40PMcky+4IgIPZMHt7YehoZ12630d1HhcV3hyDUz/kW7yaili67sBzD3ouDTgD+fHYIOnu17H/X6cbYQ0QNqqzR4snvklBapUG/AGc8NyZY7JIAAFZSCab0a4e454fj8aGBsLaSYHfqFYxdvhuLfzuBq9dCkjGcyyvBjLWHMOvrw8i4UgZXBwXem9Qdvz41iGGIyEL4OtthXDcvAMAXu9lLRLXYQ9QIraWH6IUfj2Lj4QtwdZDjj2eGmO3y9ZlXyvDWH6fx16lcAIDK1hrzwjtg6gC/254mW1xeg49jzuKbxPPQ6gTIraR4dHAAoke050rMRBbo2IUi3LNiL2RSCXYvHAEvla3YJZEJsIeI6tl0OBsbD1+AVAJ8MrmX2YYhAPB3tcea6X2wfnZ/dPJ0RHFFDZZuPoWxH+9CXEpekz5LqxPw3f7zGP5+HNbuzYRWJ2B0iAf+mj8UL47rxDBEZKG6+zihf4AzNDpBP6aSLBt7iBqhpfcQnclRY8LKvais0eH/Rgfj6VEdxC6p0bQ6Af87lIUP/jqLwmuXzoZ3dMMrkZ0R5H7z8UWJaQVYuvkkzuSUAAA6uDvgtbtDMKRD61hhmojuTOyZXDy67jAcFDLsWzQSSv6C1Oo05fuby9C2ciWVNXjquyOorNFhWLAbokcEiV1Sk1hJJXikvx/Gd/fGitjaO8zHp+Rjd+oVTBvghwWjO8DaSgqr61ZYLq3S4NOYVP1NHJU2MiwYHYypA/wg48q0RHTN8GB3dHB3QGpeKf53MAtzhrYXuyQSEb8dWjFBEPDiz8eRfqUMXiobfPRQT0ilLXMRMpWtNV6ODMFf84chvLMHtDoBu1OvQKMDPktIQ583dyD0jZ3o8+YOrN2bgbkjg9DB3QHTBvgh/vkRmDkogGGIiAxIpRI8NqT2pq9f7clsUfdZJONjD1Er9k3ieWw9dhkyqQQrHu4NZ3u52CXdsQBXe3w5ow92p+ZDKgHW7s3Ap7Hn9NvVFRp8GnsOEgA/PDYAro6t875jRGQc9/byxvt/pSBHXYnNRy9hYqiP2CWRSPgrcyuVnF2EN7aeAgAsuqszQv3aiFyRcQ3p4Ia+/i74OjGzwe3rEjOhtOV4ACK6OYXMCjMH+QOonYLPYbWWi4GoFSoqr0b090dQoxUwrqsnHr32l721KamsgbpC0+A2dYUGJZU1zVwREbVEj/T3g73cCmdySrAr9YrY5ZBIGIhaGZ1OwIKNR3GxqAL+LnZ4Z1L3VnvzQkcbayhtG77qq7SVcUo9ETWKytYaD/VtBwBYsytN5GpILAxErczqXWmIPZMHuUyKlY/0btXTSLU6HaIGBjS4LWpgADQ6DpAkosZ5dLA/rKQS7D1XgBMXi8Uuh0TAQNSK7E8vwPvbUwAAr9/TBV28VSJXZFq2chmeGt4ez47qoO8pUtrK8OyoDnhqeHvYyTlngIgax6eNHcZ35+08LBkXZmyElrAwY15JJSI/2YP8kirc37stPnigR6u9VPZv5dUayK5bh0ij0zEMEVGTnbhYjPGf7oGVVIKE54fDp42d2CXRHeKtOyyMVifg2R+SkV9ShWAPB7wxoavFhCEAsJPLIJdJ4eKggFwmZRgiotvSta0Kg4JcoNUJ+GpPptjlUDNjIGoFPtpxFonpBbCXW2HVI6EMBEREt6luter/HcpCcTlnqloSBqIWLi4lDyviahcmXDaxO4LcHUSuiIio5RrawRWdPB1RXq3F9wfPi10ONSMGohbsYlEF5m9IBgBMD/PDPT28xS2IiKiFk0gkmDO09nYea/dmokqjFbkiai4MRC1UtUaH6O+PoKi8Bj18VHg5srPYJRERtQrju3vDU2mD/JIq/Pb3JbHLoWbCQNRCvfXHaSRnF0Fla40VD/eGQmYldklERK2CXCbFo4P9AQBrdqdDp+NkbEvAQNQCbT12Gev2ZQIAPnywB3ydOTWUiMiYpvRrB0eFDOfyShF/Nk/scqgZMBC1MOn5pVj40zEAwBPD2mNUZw+RKyIian0cbazxcP/a23l8nsCFGi0BA1ELUlmjxVPfH0FplQb9Apzx3JhgsUsiImq1Zg7yh0wqwYGMQhzNLhK7HDIxBqIW5LXfTuBMTglcHeRYMaUXZFb88RERmYqXyhb39KydvbuGt/No9fiN2kJsOpyNjYcvQCoBPpncC+5KG7FLIiJq9eqm4P95/DKyCspFroZMiYGoBTiTo8arv50AAMwPD8bAIFeRKyIisgydPJUYGuwGnQD8dw97iVozBiIzV1JZg6e+O4LKGh2GBbshekSQ2CUREVmUx6/1Em08fAFXy6pFroZMhYHIjAmCgBd/Po70K2XwUtngo4d6Qiq1nJu2EhGZg4HtXdDFW4mKGi2+28/bebRWDERm7JvE89h67DJkUglWPNwbzvZysUsiIrI419/O4+vETFTW8HYerREDkZlKzi7CG1tPAQAW3dUZoX5tRK6IiMhy3dXNC22dbHGltBo/H7kodjlkAgxEZqiovBrR3x9BjVbAuK6eeHSQv9glERFZNGsrKR4dHAAA+JK382iVRA1Ey5YtQ9++feHo6Ah3d3dMmDABKSkpBm0qKysRHR0NFxcXODg4YOLEicjNzTVok5WVhcjISNjZ2cHd3R3PP/88NBqNQZv4+Hj07t0bCoUCQUFBWLdunakP77bodAIWbDyKi0UV8HexwzuTukMi4bghIiKxTe7rC6WNDOlXyrDzdO6t30AtiqiBKCEhAdHR0di/fz927NiBmpoajBkzBmVlZfo28+fPx+bNm7Fp0yYkJCTg0qVLuP/++/XbtVotIiMjUV1djX379uHrr7/GunXr8Nprr+nbZGRkIDIyEiNGjEBycjLmzZuH2bNnY/v27c16vI2xelcaYs/kQS6TYuUjvaG0sRa7JCIiAmCvkGHqAD8AwJpdnILf2kgEQTCbfr/8/Hy4u7sjISEBQ4cORXFxMdzc3LB+/XpMmjQJAHDmzBl07twZiYmJGDBgAP7880+MHz8ely5dgodH7X29Vq9ejYULFyI/Px9yuRwLFy7E1q1bceLECf2+Jk+ejKKiImzbtu2WdanVaqhUKhQXF0OpVJrm4AEkphXgkS/3QycAb9/fDZP7tTPZvoiIqOny1JUY/E4cqrU6/PTkQI7vNHNN+f42qzFExcXFAABnZ2cAQFJSEmpqahAeHq5v06lTJ7Rr1w6JiYkAgMTERHTr1k0fhgAgIiICarUaJ0+e1Le5/jPq2tR9xr9VVVVBrVYbPEwtv7QST//wN3QCMLG3Dx7q62vyfRIRUdO4K20woVft7Ty+YC9Rq2I2gUin02HevHkYNGgQunbtCgDIycmBXC6Hk5OTQVsPDw/k5OTo21wfhuq21227WRu1Wo2Kiop6tSxbtgwqlUr/8PU1TTipqNagWqPDldIqOMit8dZ9XRHe2R1vTOjKcUNERGaqbgr+9lM5OF9QdovW1FLIxC6gTnR0NE6cOIE9e/aIXQoWLVqEBQsW6J+r1Wqjh6KqGi1WJ6Rj7b4MqCs0UNrKMCPMH59O6Q1buZVR90VERMYT5O6Iqf3bYVhHN3gobVBQWgVHG2todDrYyc3ma5WayCx+cnPnzsWWLVuwa9cu+Pj46F/39PREdXU1ioqKDHqJcnNz4enpqW9z8OBBg8+rm4V2fZt/z0zLzc2FUqmEra1tvXoUCgUUCoVRjq0hFdUarE5Ix/KYVP1r6goNPo09B6lEgseHBfIvFRGRGXspsjM+i0/D/206qv+lNmpgAJ4a3h4Ka/5S2xKJeslMEATMnTsXv/zyC2JjYxEQEGCwPTQ0FNbW1oiJidG/lpKSgqysLISFhQEAwsLCcPz4ceTl5enb7NixA0qlEiEhIfo2139GXZu6z2huVlIp1u7LaHDb2n0ZkEnN5komERH9S0W1Bp8npOPT2HNQV9Qu8aKu0GB5TCpWxaehvFpzi08gcyTqN290dDS+++47rF+/Ho6OjsjJyUFOTo5+XI9KpcKsWbOwYMECxMXFISkpCVFRUQgLC8OAAQMAAGPGjEFISAimTZuGo0ePYvv27XjllVcQHR2t7+V54oknkJ6ejhdeeAFnzpzBqlWrsHHjRsyfP1+U4y6prNH/Jfo3dYUGJZU1zVwRERE1Fn+pbZ1E/al99tlnKC4uxvDhw+Hl5aV/bNiwQd/mo48+wvjx4zFx4kQMHToUnp6e+Pnnn/XbrayssGXLFlhZWSEsLAxTp07F9OnT8frrr+vbBAQEYOvWrdixYwd69OiBDz74AF9++SUiIiKa9XjrONpYQ2nb8CUxpa0Mjlx7iIjIbPGX2tbJrNYhMlfGXoeooTFEdZ4d1YFjiIiIzFi1Roc+b+5oMBQpbWU4/PJoyGXsJTIHLXYdIkthK5fhqeHt8eyoDvqeIqWtDM+O6oCnhrdnGCIiMmNanQ5RAwMa3BY1MAAana6ZKyJjYA9RI5hqperyag1kUilKKms4ZZOIqAWpqtFiVXyawdIpnGVmfpry/c1A1AjNdesOIiJqOep+qb1SWgUnO2tcvFqBDh6OYpdF1+ElMyIiIhOzk8sgl0mRmHYFg9+Jw5LNJ8Uuie4AAxEREdEdCPVzRmFZNQ6kF0LNGWYtFgMRERHRHfB3tUd7N3todAISUvLFLoduEwMRERHRHQoPqb2BeMzp3Fu0JHPFQERERHSHwjvXBqK4lHxotJx23xIxEBEREd2h3u3aoI2dNYoranD4/FWxy6HbwEBERER0h6ykEozo5A6Al81aKgYiIiIiI6i7bLbzdJ7IldDtYCAiIiIygiEdXGFtJUHGlTKk5ZeKXQ41EQMRERGRETjaWGNAoAsAXjZriRiIiIiIjER/2ewUL5u1NAxERERERjKqc+3A6sPnC3G1rFrkaqgpGIiIiIiMxKeNHTp5OkInAPFn2UvUkjAQERERGREvm7VMDERERERGVHfZLOFsPqo1XLW6pWAgIiIiMqIePk5wdVCgtEqDgxmFYpdDjcRAREREZERSqQSjrq1avZPT71sMBiIiIiIjq7tstvN0LgRBELkaagwGIiIiIiMb3MEVCpkUF65W4GwuV61uCRiIiIiIjMxOLsOgIFcAvGzWUjAQERERmcD1l83I/DEQERERmcCoTrXrESVnFyG/pErkauhWGIiIiIhMwFNlg25tVRAEIO4MF2k0dwxEREREJsLLZi0HAxEREZGJ1N3GY3fqFVTWaEWuhm6GgYiIiMhEungr4aWyQUWNFolpBWKXQzfBQERERGQiEokEI7lqdYvAQERERGRC4SG1l81iTudx1WozxkBERERkQmGBLrCTWyFHXYmTl9Ril0M3wEBERERkQjbWVhjMVavNHgMRERGRiV1/2YzMEwMRERGRiY3s5A6JBDh+sRg5xZVil0MNYCAiIiIyMVcHBXr6OgEAYs7wspk5YiAiIiJqBnWLNPKymXliICIiImoGdYFoz7krKK/WiFwN/RsDERERUTMI9nCAr7MtqjU67Em9InY59C8MRERERM1AIpFgVKfaXiJOvzc/DERERETNpO6yWeyZfOh0XLXanDAQERERNZN+Ac5wVMhwpbQKRy8UiV0OXee2AlFgYCAKCurftbeoqAiBgYF3XBQREVFrJJdJMbSjGwBeNjM3txWIMjMzodVq671eVVWFixcv3nFRRERErVV4Z3cAnH5vbmRNafz777/r/3/79u1QqVT651qtFjExMfD39zdacURERK3NiI7usJJKcCanBNmF5fB1thO7JEITA9GECRMA1I6UnzFjhsE2a2tr+Pv744MPPjBacURERK2Nk50coX5tcDCjEDGnczFzUIDYJRGaeMlMp9NBp9OhXbt2yMvL0z/X6XSoqqpCSkoKxo8fb6paiYiIWgX9ZbMzvGxmLm5rDFFGRgZcXV2NXQsREZFFqJt+vz+9ACWVNSJXQ8AdTLuPiYnBSy+9hNmzZ+PRRx81eDTWrl27cPfdd8Pb2xsSiQS//vqrwfaZM2dCIpEYPMaOHWvQprCwEI888giUSiWcnJwwa9YslJaWGrQ5duwYhgwZAhsbG/j6+uLdd9+93cMmIiK6Y4FuDgh0tUeNVsCus1y12hzcViBaunQpxowZg5iYGFy5cgVXr141eDRWWVkZevTogZUrV96wzdixY3H58mX944cffjDY/sgjj+DkyZPYsWMHtmzZgl27dmHOnDn67Wq1GmPGjIGfnx+SkpLw3nvvYcmSJVizZk3TD5yIiMhIRulnm3H6vTlo0qDqOqtXr8a6deswbdq0O9r5uHHjMG7cuJu2USgU8PT0bHDb6dOnsW3bNhw6dAh9+vQBAHz66ae466678P7778Pb2xvff/89qqur8dVXX0Eul6NLly5ITk7Ghx9+aBCciIiImlN4Zw98sTsDcSl50Gh1kFlxrWQx3dbZr66uxsCBA41dS4Pi4+Ph7u6Ojh074sknnzRYEDIxMRFOTk76MAQA4eHhkEqlOHDggL7N0KFDIZfL9W0iIiKQkpJyw96sqqoqqNVqgwcREZExhfq1gcrWGlfLa3Akq0jscizebQWi2bNnY/369caupZ6xY8fim2++QUxMDN555x0kJCRg3Lhx+kUhc3Jy4O7ubvAemUwGZ2dn5OTk6Nt4eHgYtKl7Xtfm35YtWwaVSqV/+Pr6GvvQiIjIwsmspBhxbdVqXjYT321dMqusrMSaNWuwc+dOdO/eHdbW1gbbP/zwQ6MUN3nyZP3/d+vWDd27d0f79u0RHx+PUaNGGWUfDVm0aBEWLFigf65WqxmKiIjI6MJDPPBr8iXsPJ2LRXd1Frsci3ZbgejYsWPo2bMnAODEiRMG2yQSyR0XdSOBgYFwdXXFuXPnMGrUKHh6eiIvz3ANB41Gg8LCQv24I09PT+TmGibvuuc3GpukUCigUChMcARERET/GBrsBplUgrT8MmRcKUOAq73YJVms2wpEcXFxxq6jUS5cuICCggJ4eXkBAMLCwlBUVISkpCSEhoYCAGJjY6HT6dC/f399m5dffhk1NTX6nqwdO3agY8eOaNOmjSjHQUREBABKG2v0D3TG3nMFiDmdi9lDeIN0sYg6pL20tBTJyclITk4GULvgY3JyMrKyslBaWornn38e+/fvR2ZmJmJiYnDvvfciKCgIERERAIDOnTtj7NixeOyxx3Dw4EHs3bsXc+fOxeTJk+Ht7Q0AePjhhyGXyzFr1iycPHkSGzZswPLlyw0uiREREYmlbpHGnRxHJCqJIAhCU980YsSIm14ai42NbdTnxMfHY8SIEfVenzFjBj777DNMmDABf//9N4qKiuDt7Y0xY8bgP//5j8Eg6cLCQsydOxebN2+GVCrFxIkT8cknn8DBwUHf5tixY4iOjsahQ4fg6uqKp59+GgsXLmz08arVaqhUKhQXF0OpVDb6fURERLeSXViOIe/GwUoqwZFXRkNlZ33rN1GjNOX7+7YumdWNH6pTU1OD5ORknDhxot5NX29m+PDhuFke2759+y0/w9nZ+ZYz3rp3747du3c3ui4iIqLm4utsh2APB5zNLUX82Tzc27Ot2CVZpNsKRB999FGDry9ZsqTebTOIiIjo5sI7e+Bsbil2nmYgEotRxxBNnToVX331lTE/koiIqNUbdW0cUXxKHmq0OpGrsUxGDUSJiYmwsbEx5kcSERG1ej19neBiL0dJpQaHMgrFLsci3dYls/vvv9/guSAIuHz5Mg4fPoxXX33VKIURERFZCiupBCM7uWNT0gXsPJ2HgUGuYpdkcW6rh+j621qoVCo4Oztj+PDh+OOPP7B48WJj10hERNTqjbpu+v1tTACnO3RbPURr1641dh1EREQWbUgHV8itpMgqLMe5vFJ08HAUuySLcluBqE5SUhJOnz4NAOjSpQt69epllKKIiIgsjb1ChoFBLohPycfO03kMRM3stgJRXl4eJk+ejPj4eDg5OQEAioqKMGLECPzvf/+Dm5ubMWskIiKyCKM6e1wLRLl4cnh7scuxKLc1hujpp59GSUkJTp48icLCQhQWFuLEiRNQq9V45plnjF0jERGRRRjVyR0AcCTrKgpKq0SuxrLcViDatm0bVq1ahc6dO+tfCwkJwcqVK/Hnn38arTgiIiJL4u1kiy7eSggCEJeSL3Y5FuW2ApFOp9PfOf561tbW0Om4oBQREdHt0s82O8WbvTan2wpEI0eOxLPPPotLly7pX7t48SLmz5+PUaNGGa04IiIiSxPeufay2e7UfFRptCJXYzluKxCtWLECarUa/v7+aN++Pdq3b4+AgACo1Wp8+umnxq6RiIjIYnT1VsFDqUBZtRb707lqdXO5rVlmvr6+OHLkCHbu3IkzZ84AADp37ozw8HCjFkdERGRppFIJRnbywA8Hs7DzVC6GBXPmdnNoUg9RbGwsQkJCoFarIZFIMHr0aDz99NN4+umn0bdvX3Tp0gW7d+82Va1EREQWoe6yWQxXrW42TQpEH3/8MR577DEolcp621QqFR5//HF8+OGHRiuOiIjIEg0KcoWNtRSXiitx6rJa7HIsQpMC0dGjRzF27Ngbbh8zZgySkpLuuCgiIiJLZmNthcFBtZfKYk7niVyNZWhSIMrNzW1wun0dmUyG/Hyum0BERHSnRof8c9mMTK9Jgaht27Y4ceLEDbcfO3YMXl5ed1wUERGRpRtxbdXqoxeKkauuFLma1q9Jgeiuu+7Cq6++isrK+j+YiooKLF68GOPHjzdacURERJbK3dEGPXydAACxZ3jZzNQkQhOGr+fm5qJ3796wsrLC3Llz0bFjRwDAmTNnsHLlSmi1Whw5cgQeHh4mK1gMarUaKpUKxcXFDQ4oJyIiMoUVsal4/6+zCO/sji9n9BW7nBanKd/fTVqHyMPDA/v27cOTTz6JRYsW6acCSiQSREREYOXKla0uDBEREYllVGcPvP/XWexOvYKKai1s5VZil9RqNXlhRj8/P/zxxx+4evUqzp07B0EQ0KFDB7Rp08YU9REREVmsTp6OaOtki4tFFdh77grCQ9jpYCq3desOAGjTpg369u2Lfv36MQwRERGZgEQi+WeRxjOcbWZKtx2IiIiIyPRGda7tFdp5Og86HVetNhUGIiIiIjPWP9AZ9nIr5JdU4fjFYrHLabUYiIiIiMyYQmaFYR3rVq3mZTNTYSAiIiIyc6M61V4228HbeJgMAxEREZGZG9HJHVIJcPqyGheLKsQup1ViICIiIjJzzvZyhPrVzuiO5WUzk2AgIiIiagHqZpvxsplpMBARERG1AHXrEe1PK0BplUbkalofBiIiIqIWoL2bA/xd7FCt1WFPar7Y5bQ6DEREREQtgEQi+eey2SleNjM2BiIiIqIWYtS1y2ZxKXnQctVqo2IgIiIiaiH6+jtDaSNDYVk1krOvil1Oq8JARERE1EJYW0kxvGNtLxEvmxkXAxEREVELUnfZjLfxMC4GIiIiohZkeLA7ZFIJUvNKcb6gTOxyWg0GIiIiohZEZWeNvv7OAICdXKTRaBiIiIiIWhheNjM+BiIiIqIWZnRI7XpEBzMKUVxRI3I1rQMDERERUQvj52KPIHcHaHQCEs5y1WpjYCAiIiJqgXjZzLgYiIiIiFqg0ddu4xF3Jg81Wp3I1bR8DEREREQtUK92beBsL4e6UoPDmVy1+k4xEBEREbVAVlIJhnd0A8DLZsbAQERERNRC1V0223k6F4LAm73eCVED0a5du3D33XfD29sbEokEv/76q8F2QRDw2muvwcvLC7a2tggPD0dqaqpBm8LCQjzyyCNQKpVwcnLCrFmzUFpaatDm2LFjGDJkCGxsbODr64t3333X1IdGRERkckOC3SC3kiKzoBxp+Vy1+k6IGojKysrQo0cPrFy5ssHt7777Lj755BOsXr0aBw4cgL29PSIiIlBZWalv88gjj+DkyZPYsWMHtmzZgl27dmHOnDn67Wq1GmPGjIGfnx+SkpLw3nvvYcmSJVizZo3Jj4+IiMiUHBQy9A+sXbWal83ukGAmAAi//PKL/rlOpxM8PT2F9957T/9aUVGRoFAohB9++EEQBEE4deqUAEA4dOiQvs2ff/4pSCQS4eLFi4IgCMKqVauENm3aCFVVVfo2CxcuFDp27Njo2oqLiwUAQnFx8e0eHhERkUl8vS9D8Fu4RZj02V6xSzE7Tfn+NtsxRBkZGcjJyUF4eLj+NZVKhf79+yMxMREAkJiYCCcnJ/Tp00ffJjw8HFKpFAcOHNC3GTp0KORyub5NREQEUlJScPVqw6Pyq6qqoFarDR5ERETmaGSn2vWIks5fxdWyapGrabnMNhDl5OQAADw8PAxe9/Dw0G/LycmBu7u7wXaZTAZnZ2eDNg19xvX7+Ldly5ZBpVLpH76+vnd+QERERCbg08YOnTwdoROAuBTe7PV2mW0gEtOiRYtQXFysf2RnZ4tdEhER0Q3V3dtsJ8cR3TazDUSenp4AgNxcwx9ubm6ufpunpyfy8gzTsEajQWFhoUGbhj7j+n38m0KhgFKpNHgQERGZq1HXpt/vOnsF1RquWn07zDYQBQQEwNPTEzExMfrX1Go1Dhw4gLCwMABAWFgYioqKkJSUpG8TGxsLnU6H/v3769vs2rULNTX/3A14x44d6NixI9q0adNMR0NERGQ63duq4OaoQGmVBgcyCsQup0USNRCVlpYiOTkZycnJAGoHUicnJyMrKwsSiQTz5s3DG2+8gd9//x3Hjx/H9OnT4e3tjQkTJgAAOnfujLFjx+Kxxx7DwYMHsXfvXsydOxeTJ0+Gt7c3AODhhx+GXC7HrFmzcPLkSWzYsAHLly/HggULRDpqIiIi45JKJRh1bXD1zlO8bHZbmmHW2w3FxcUJAOo9ZsyYIQhC7dT7V199VfDw8BAUCoUwatQoISUlxeAzCgoKhClTpggODg6CUqkUoqKihJKSEoM2R48eFQYPHiwoFAqhbdu2wttvv92kOjntnoiIzN1fJ3MEv4VbhIHLYgSdTid2OWahKd/fEkHgWt+3olaroVKpUFxczPFERERkliqqtej5+l+o0uiwbd4QdPLk91VTvr/NdgwRERERNZ6t3AqDg1wB8LLZ7WAgIiIiaiVG6W/2yvWImoqBiIiIqJUY1bl2YPXRC0XIK6m8RWu6HgMRERFRK+GhtEF3HxUEAYg7w16ipmAgIiIiakVGdeJls9vBQERERNSKhIfUXjbbk3oFlTVakatpORiIiIiIWpEQLyW8VTaoqNFiX9oVsctpMRiIiIiIWhGJRIKR1wZX87JZ4zEQERERtTLh16bfx5zOBddfbhwGIiIiolZmQKAL7ORWyFVX4cRFtdjltAgMRERERK2MjbUVhnSoXbV67zmOI2oMmdgFEBERkfHd16stJoX6YHCQGwpKq+BoYw2NTgc7Ob/6G8KzQkRE1AoN7+iOlXHn8H+bjkJdoYHSVoaogQF4anh7KKytxC7P7DAQERERtTIV1RqsTkjHp7Hn9K+pKzRYHpMKAHh8WCB7iv6FY4iIiIhaGSupFGv3ZTS4be2+DMik/Pr/N54RIiKiVqaksgbqCk2D29QVGpRU1jRzReaPgYiIiKiVcbSxhtK24UtiSlsZHG2sm7ki88dARERE1MpodTpEDQxocFvUwABodLpmrsj8cUQVERFRK2Mrl+Gp4e0B1I4ZqptlNnOgP2eZ3QADERERUSuksLbC48MCET0iCFfLq+FoI8OR81chl/HiUEN4VoiIiFopO7kMcpkUdtZWCP8gAVP/exD70wvFLsssMRARERG1co621hjRyR0AsHZvw9PxLR0DERERkQWIGuQPANhxOhfZheXiFmOGGIiIiIgsQJC7I4Z0cIUgAF/vyxS7HLPDQERERGQhHh1UOxV/w+FslFU1vHCjpWIgIiIishDDgt0Q6GqPkkoNfjpyQexyzAoDERERkYWQSiWYMdAfALBuXyZ0OkHcgswIAxEREZEFmRjqA0eFDOn5ZdiVmi92OWaDgYiIiMiCOChkeLCvLwBg7d5McYsxIwxEREREFmZGmD8kEiDhbD7O5ZWKXY5ZYCAiIiKyMO1c7DCqkwcATsGvw0BERERkgR69tlDjT0cuoLiiRtxizAADERERkQUKa++Cjh6OKK/WYuOhbLHLER0DERERkQWSSCT623l8nZgJrYVPwWcgIiIislATerVFGztrXLhagR2ncsUuR1QMRERERBbKxtoKU/q1AwCs3ZshcjXiYiAiIiKyYNPC/GAlleBARiFOXioWuxzRMBARERFZMC+VLcZ19QRg2VPwGYiIiIgsXNSgAADAr8mXUFBaJXI14mAgIiIisnC92zmhh48K1RodfjiYJXY5omAgIiIisnASiQQzr03B/3b/edRodeIWJAIGIiIiIkJkN2+4OSqQq67CH8cvi11Os2MgIiIiIshlUkzt7wcAWLs3U9xiRMBARERERACAh/u3g9xKiuTsIvyddVXscpoVAxEREREBANwcFbi7hzcAy+slYiAiIiIivbr7m/1x/DJyiivFLaYZMRARERGRXte2KvTzd4ZGJ+C7/efFLqfZMBARERGRgbpeovUHs1BZoxW3mGZi1oFoyZIlkEgkBo9OnTrpt1dWViI6OhouLi5wcHDAxIkTkZtreLferKwsREZGws7ODu7u7nj++eeh0Wia+1CIiIhajNEhHmjrZIvCsmr8fvSS2OU0C7MORADQpUsXXL58Wf/Ys2ePftv8+fOxefNmbNq0CQkJCbh06RLuv/9+/XatVovIyEhUV1dj3759+Prrr7Fu3Tq89tprYhwKERFRiyCzkmJ62D9T8AVBELki0zP7QCSTyeDp6al/uLq6AgCKi4vx3//+Fx9++CFGjhyJ0NBQrF27Fvv27cP+/fsBAH/99RdOnTqF7777Dj179sS4cePwn//8BytXrkR1dbWYh0VERGTWJvdtB1trK5y+rMaBjEKxyzE5sw9Eqamp8Pb2RmBgIB555BFkZdXeYyUpKQk1NTUIDw/Xt+3UqRPatWuHxMREAEBiYiK6desGDw8PfZuIiAio1WqcPHnyhvusqqqCWq02eBAREVkSlZ017uvdFgCwdm+GyNWYnlkHov79+2PdunXYtm0bPvvsM2RkZGDIkCEoKSlBTk4O5HI5nJycDN7j4eGBnJwcAEBOTo5BGKrbXrftRpYtWwaVSqV/+Pr6GvfAiIiIWoCogf4AgB2ncpFdWC5uMSZm1oFo3LhxeOCBB9C9e3dERETgjz/+QFFRETZu3GjS/S5atAjFxcX6R3Z2tkn3R0REZI46eDhiSAdX6ATgm8RMscsxKbMORP/m5OSE4OBgnDt3Dp6enqiurkZRUZFBm9zcXHh6egIAPD096806q3te16YhCoUCSqXS4EFERGSJ6qbg/+9QNsqqWu8s7RYViEpLS5GWlgYvLy+EhobC2toaMTEx+u0pKSnIyspCWFgYACAsLAzHjx9HXl6evs2OHTugVCoREhLS7PUTERG1NMOD3RHgao+SSg1+PnJB7HJMxqwD0XPPPYeEhARkZmZi3759uO+++2BlZYUpU6ZApVJh1qxZWLBgAeLi4pCUlISoqCiEhYVhwIABAIAxY8YgJCQE06ZNw9GjR7F9+3a88soriI6OhkKhEPnoiIiIzJ9UKsGMuin4+zKh07XOKfhmHYguXLiAKVOmoGPHjnjwwQfh4uKC/fv3w83NDQDw0UcfYfz48Zg4cSKGDh0KT09P/Pzzz/r3W1lZYcuWLbCyskJYWBimTp2K6dOn4/XXXxfrkIiIiFqcSX184aiQIT2/DLtS88UuxyQkgiWstnSH1Go1VCoViouLOZ6IiIgs0uubT+GrvRkYFuyGrx/tJ3Y5jdKU72+z7iEiIiIi8zBzoD8kEiDhbD7S8kvFLsfoGIiIiIjoltq52GFUp9q1/L7elyluMSbAQERERESN8ui1Kfg/Jl1AcUWNuMUYGQMRERERNUpYexd09HBEebUWmw63rkWLGYiIiIioUSQSCWZe6yVaty8T2lY0BZ+BiIiIiBptQs+2cLKzxoWrFdh5OvfWb2ghGIiIiIio0WzlVpjSrx0AYO3eDJGrMR4GIiIiImqSaQP8YCWVYH96IU5fVotdjlEwEBEREVGTeDvZYmzX2pukt5ZeIgYiIiIiarK6Kfi/Jl9CQWmVuMUYAQMRERERNVnvdm3Q3UeFao0OPxzMErucO8ZARERERE0mkUgQda2X6Nv951Gj1Ylb0B1iICIiIqLbEtnNG26OCuSqq/DniRyxy7kjDERERER0W+QyKab29wPQ8gdXMxARERHRbXu4fzvIraT4O6sIydlFYpdz2xiIiIiI6La5OSowvocXgJbdS8RARERERHfk0UEBAICtxy4jV10pcjW3h4GIiIiI7kjXtir09W8DjU7Ad/vPi13ObWEgIiIiojsWda2XaP2BLFTWaEWupukYiIiIiOiOjQnxQFsnWxSUVeP3o5fELqfJGIiIiIjojsmspJgWVjcFPxOCIIhcUdMwEBEREZFRTO7rCxtrKU5fVuNARqHY5TQJAxEREREZhZOdHPf39gEArNubKW4xTcRAREREREYTNdAfAPDXqRxkF5aLW0wTMBARERGR0XTwcMSQDq7QCbU3fW0pGIiIiIjIqGZe6yX638EslFdrxC2mkRiIiIiIyKhGdHSHv4sd1JUa/HTkotjlNAoDERERERmVVCrBjGu9ROv2ZkCnM/8p+AxEREREZHSTQn3goJAhLb8Mu89dEbucW2IgIiIiIqNztLHGA31qp+Cv3ZshcjW3xkBEREREJjFzoD8kEiA+JR9p+aVil3NTDERERERkEn4u9hjVyR0A8PW+THGLuQUGIiIiIjKZqEEBAIAfky6guKJG5GpujIGIiIiITGZgexd09HBEebUWmw5ni13ODTEQERERkclIJBLMHOQPAPg6MRNaM52Cz0BEREREJjWhZ1s42Vkju7ACMadzxS6nQQxEREREZFK2citM7tsOALB2b6a4xdwAAxERERGZ3PQwP1hJJUhML8Dpy2qxy6mHgYiIiIhMztvJFmO7eAIA1plhLxEDERERETWLqGuDq39NvojCsmpxi/kXBiIiIiJqFqF+bdCtrQpVGh1+OJgldjkGGIiIiIioWUgkEn0v0beJ51Gj1Ylb0HUYiIiIiKjZRHb3gquDAjnqSvx5IkfscvQYiIiIiKjZKGRWmDqgbgp+hsjV/IOBiIiIiJrVI/39ILeS4u+sIiRnF4ldDgAGIiIiImpmbo4KjO/hBQBYZya9RAxERERE1OyiBgYAALYev4z8kkqRqwFkYhdARERElqebjwr39vDG+B5ecLSxRkFpFRxtrKHR6WAnb/54YlE9RCtXroS/vz9sbGzQv39/HDx4UOySiIiILNZb93fDsQvF6PfWToS+sRN93tyBzxPSUVWjbfZaLCYQbdiwAQsWLMDixYtx5MgR9OjRAxEREcjLyxO7NCIiIotTUa3Bml3p+DT2HNQVGgCAukKD5TGpWBWfhvJqTbPWYzGB6MMPP8Rjjz2GqKgohISEYPXq1bCzs8NXX30ldmlEREQWx0oqxdp9DQ+oXrsvAzJp80YUiwhE1dXVSEpKQnh4uP41qVSK8PBwJCYm1mtfVVUFtVpt8CAiIiLjKams0fcM/Zu6QoOSyppmrcciAtGVK1eg1Wrh4eFh8LqHhwdycuqvkrls2TKoVCr9w9fXt7lKJSIisgiONtZQ2jY8eFppK4OjjXWz1mMRgaipFi1ahOLiYv0jOztb7JKIiIhaFa1Op596/29RAwOg0TXvfc4sYtq9q6srrKyskJuba/B6bm4uPD0967VXKBRQKBTNVR4REZHFsZXL8NTw9gBqxwypKzRQ2soQNTAATw1vD4W1VbPWYxGBSC6XIzQ0FDExMZgwYQIAQKfTISYmBnPnzhW3OCIiIgulsLbC48MCET0iCCWVNfp1iJo7DAEWEogAYMGCBZgxYwb69OmDfv364eOPP0ZZWRmioqLELo2IiMhi1S3C6OJQe2VGLtJoHosJRA899BDy8/Px2muvIScnBz179sS2bdvqDbQmIiIiyyMRBEEQuwhzp1aroVKpUFxcDKVSKXY5RERE1AhN+f7mLDMiIiKyeAxEREREZPEYiIiIiMjiMRARERGRxWMgIiIiIovHQEREREQWj4GIiIiILB4DEREREVk8i1mp+k7UrV2pVqtFroSIiIgaq+57uzFrUDMQNUJJSQkAwNfXV+RKiIiIqKlKSkqgUqlu2oa37mgEnU6HS5cuwdHRERKJROxymp1arYavry+ys7N565I7wPNoHDyPxsHzaBw8j8ZhqvMoCAJKSkrg7e0NqfTmo4TYQ9QIUqkUPj4+YpchOqVSyb/wRsDzaBw8j8bB82gcPI/GYYrzeKueoTocVE1EREQWj4GIiIiILB4DEd2SQqHA4sWLoVAoxC6lReN5NA6eR+PgeTQOnkfjMIfzyEHVREREZPHYQ0REREQWj4GIiIiILB4DEREREVk8BiIiIiKyeAxEFmDZsmXo27cvHB0d4e7ujgkTJiAlJcWgTWVlJaKjo+Hi4gIHBwdMnDgRubm5Bm2eeeYZhIaGQqFQoGfPnvX2Ex8fj3vvvRdeXl6wt7dHz5498f3335vy0JpVc53H6507dw6Ojo5wcnIy8tGIpznPoyAIeP/99xEcHAyFQoG2bdvizTffNNWhNavmPI/bt2/HgAED4OjoCDc3N0ycOBGZmZkmOrLmZYzzePToUUyZMgW+vr6wtbVF586dsXz58nr7io+PR+/evaFQKBAUFIR169aZ+vCaTXOdx59//hmjR4+Gm5sblEolwsLCsH37dqMcAwORBUhISEB0dDT279+PHTt2oKamBmPGjEFZWZm+zfz587F582Zs2rQJCQkJuHTpEu6///56n/Xoo4/ioYceanA/+/btQ/fu3fHTTz/h2LFjiIqKwvTp07FlyxaTHVtzaq7zWKempgZTpkzBkCFDjH4sYmrO8/jss8/iyy+/xPvvv48zZ87g999/R79+/UxyXM2tuc5jRkYG7r33XowcORLJycnYvn07rly50uDntETGOI9JSUlwd3fHd999h5MnT+Lll1/GokWLsGLFCn2bjIwMREZGYsSIEUhOTsa8efMwe/Zso32Zi625zuOuXbswevRo/PHHH0hKSsKIESNw99134++//77zgxDI4uTl5QkAhISEBEEQBKGoqEiwtrYWNm3apG9z+vRpAYCQmJhY7/2LFy8WevTo0ah93XXXXUJUVJRR6jY3pj6PL7zwgjB16lRh7dq1gkqlMnb5ZsNU5/HUqVOCTCYTzpw5Y7LazYmpzuOmTZsEmUwmaLVa/Wu///67IJFIhOrqauMfiMju9DzWeeqpp4QRI0bon7/wwgtCly5dDNo89NBDQkREhJGPwDyY6jw2JCQkRFi6dOkd18weIgtUXFwMAHB2dgZQm8pramoQHh6ub9OpUye0a9cOiYmJd7yvuv20NqY8j7Gxsdi0aRNWrlxpvILNlKnO4+bNmxEYGIgtW7YgICAA/v7+mD17NgoLC417AGbCVOcxNDQUUqkUa9euhVarRXFxMb799luEh4fD2trauAdhBox1Hv/9b19iYqLBZwBARETEHf8ba65MdR7/TafToaSkxCjfMwxEFkan02HevHkYNGgQunbtCgDIycmBXC6vN07Fw8MDOTk5t72vjRs34tChQ4iKirqTks2SKc9jQUEBZs6ciXXr1rX6m0Wa8jymp6fj/Pnz2LRpE7755husW7cOSUlJmDRpkjEPwSyY8jwGBATgr7/+wksvvQSFQgEnJydcuHABGzduNOYhmAVjncd9+/Zhw4YNmDNnjv61nJwceHh41PsMtVqNiooK4x6IyEx5Hv/t/fffR2lpKR588ME7rpt3u7cw0dHROHHiBPbs2WPS/cTFxSEqKgpffPEFunTpYtJ9icGU5/Gxxx7Dww8/jKFDhxr9s82NKc+jTqdDVVUVvvnmGwQHBwMA/vvf/yI0NBQpKSno2LGj0fcpFlOex5ycHDz22GOYMWMGpkyZgpKSErz22muYNGkSduzYAYlEYvR9isUY5/HEiRO49957sXjxYowZM8aI1bUczXUe169fj6VLl+K3336Du7v7be+rDnuILMjcuXOxZcsWxMXFwcfHR/+6p6cnqqurUVRUZNA+NzcXnp6eTd5PQkIC7r77bnz00UeYPn36nZZtdkx9HmNjY/H+++9DJpNBJpNh1qxZKC4uhkwmw1dffWWswxCdqc+jl5cXZDKZPgwBQOfOnQEAWVlZd1a8GTH1eVy5ciVUKhXeffdd9OrVC0OHDsV3332HmJgYHDhwwFiHITpjnMdTp05h1KhRmDNnDl555RWDbZ6envVm+OXm5kKpVMLW1ta4ByMiU5/HOv/73/8we/ZsbNy4sd6lyNt2x6OQyOzpdDohOjpa8Pb2Fs6ePVtve91gtx9//FH/2pkzZ25rMHBcXJxgb28vrFixwmj1m4vmOo+nTp0Sjh8/rn+88cYbgqOjo3D8+HGhsLDQqMckhuY6j9u3bxcACOfOndO/lpycLAAQUlJSjHMwImqu87hgwQKhX79+Bq9dunRJACDs3bv3zg9EZMY6jydOnBDc3d2F559/vsH9vPDCC0LXrl0NXpsyZUqrGVTdXOdREARh/fr1go2NjfDrr78a9RgYiCzAk08+KahUKiE+Pl64fPmy/lFeXq5v88QTTwjt2rUTYmNjhcOHDwthYWFCWFiYweekpqYKf//9t/D4448LwcHBwt9//y38/fffQlVVlSAIghAbGyvY2dkJixYtMthPQUFBsx6vqTTXefy31jbLrLnOo1arFXr37i0MHTpUOHLkiHD48GGhf//+wujRo5v1eE2luc5jTEyMIJFIhKVLlwpnz54VkpKShIiICMHPz89gXy2VMc7j8ePHBTc3N2Hq1KkGn5GXl6dvk56eLtjZ2QnPP/+8cPr0aWHlypWClZWVsG3btmY9XlNprvP4/fffCzKZTFi5cqVBm6Kiojs+BgYiCwCgwcfatWv1bSoqKoSnnnpKaNOmjWBnZyfcd999wuXLlw0+Z9iwYQ1+TkZGhiAIgjBjxowGtw8bNqz5DtaEmus8/ltrC0TNeR4vXrwo3H///YKDg4Pg4eEhzJw5s9UE9OY8jz/88IPQq1cvwd7eXnBzcxPuuece4fTp0810pKZljPO4ePHiBj/Dz8/PYF9xcXFCz549BblcLgQGBhrso6VrrvN4oz+vM2bMuONjkFw7ECIiIiKLxUHVREREZPEYiIiIiMjiMRARERGRxWMgIiIiIovHQEREREQWj4GIiIiILB4DEREREVk8BiIiIiKyeAxERNRqCIKA8PBwRERE1Nu2atUqODk54cKFCyJURkTmjoGIiFoNiUSCtWvX4sCBA/j888/1r2dkZOCFF17Ap59+anAHbmOoqakx6ucRkTgYiIioVfH19cXy5cvx3HPPISMjA4IgYNasWRgzZgx69eqFcePGwcHBAR4eHpg2bRquXLmif++2bdswePBgODk5wcXFBePHj0daWpp+e2ZmJiQSCTZs2IBhw4bBxsYG33//vRiHSURGxnuZEVGrNGHCBBQXF+P+++/Hf/7zH5w8eRJdunTB7NmzMX36dFRUVGDhwoXQaDSIjY0FAPz000+QSCTo3r07SktL8dprryEzMxPJycmQSqXIzMxEQEAA/P398cEHH6BXr16wsbGBl5eXyEdLRHeKgYiIWqW8vDx06dIFhYWF+Omnn3DixAns3r0b27dv17e5cOECfH19kZKSguDg4HqfceXKFbi5ueH48ePo2rWrPhB9/PHHePbZZ5vzcIjIxHjJjIhaJXd3dzz++OPo3LkzJkyYgKNHjyIuLg4ODg76R6dOnQBAf1ksNTUVU6ZMQWBgIJRKJfz9/QEAWVlZBp/dp0+fZj0WIjI9mdgFEBGZikwmg0xW+89caWkp7r77brzzzjv12tVd8rr77rvh5+eHL774At7e3tDpdOjatSuqq6sN2tvb25u+eCJqVgxERGQRevfujZ9++gn+/v76kHS9goICpKSk4IsvvsCQIUMAAHv27GnuMolIJLxkRkQWITo6GoWFhZgyZQoOHTqEtLQ0bN++HVFRUdBqtWjTpg1cXFywZs0anDt3DrGxsViwYIHYZRNRM2EgIiKL4O3tjb1790Kr1WLMmDHo1q0b5s2bBycnJ0ilUkilUvzvf/9DUlISunbtivnz5+O9994Tu2wiaiacZUZEREQWjz1EREREZPEYiIiIiMjiMRARERGRxWMgIiIiIovHQEREREQWj4GIiIiILB4DEREREVk8BiIiIiKyeAxEREREZPEYiIiIiMjiMRARERGRxWMgIiIiIov3/6kWAjXA5JSAAAAAAElFTkSuQmCC\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = appln.groupby([\"appln_filing_year\"], as_index=False)[\"appln_id\"].count()\n", - "data\n", - "g = sns.lineplot(data, x=\"appln_filing_year\", y=\"appln_id\", marker=\"o\")\n", - "g.set_title(\"Number of co-patents\")\n", - "g.set_ylabel(\"Count\")\n", - "g.set_xlabel(\"Year\")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 171, - "outputs": [], - "source": [ - "\n", - "eu_invt = appln_ctry[((appln_ctry[\"Country_Type\"]==\"EU\") & (appln_ctry['invt_seq_nr']>0))][\"appln_id\"].unique()\n", - "eu_applt = appln_ctry[((appln_ctry[\"Country_Type\"]==\"EU\") & (appln_ctry['applt_seq_nr']>0))][\"appln_id\"].unique()\n", - "ch_invt = appln_ctry[((appln_ctry[\"Country_Type\"]==\"CH\" )& (appln_ctry['invt_seq_nr']>0))][\"appln_id\"].unique()\n", - "ch_applt = appln_ctry[((appln_ctry[\"Country_Type\"]==\"CH\") & (appln_ctry['applt_seq_nr']>0))][\"appln_id\"].unique()\n", - "\n", - "appln[\"co_inventors\"] = appln[\"appln_id\"].isin(eu_invt) & appln[\"appln_id\"].isin(ch_invt)\n", - "appln[\"co_applicants\"] = appln[\"appln_id\"].isin(eu_applt) & appln[\"appln_id\"].isin(ch_applt)\n", - "\n", - "appln[\"foreign ownership (CH inventors; EU owned)\"] = (appln[\"appln_id\"].isin(eu_applt) & appln[\"appln_id\"].isin(ch_invt) &\n", - " ~appln[\"appln_id\"].isin(eu_invt) & ~appln[\"appln_id\"].isin(ch_applt))\n", - "appln[\"foreign ownership (EU inventors; CH owned)\"] = (appln[\"appln_id\"].isin(ch_applt) & appln[\"appln_id\"].isin(eu_invt) &\n", - " ~appln[\"appln_id\"].isin(ch_invt)& ~appln[\"appln_id\"].isin(eu_applt))" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 172, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 172, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "cols = [\"co_inventors\",\"co_applicants\",\n", - " \"foreign ownership (CH inventors; EU owned)\",\n", - " \"foreign ownership (EU inventors; CH owned)\"]\n", - "\n", - "for c in cols:\n", - " data = appln[appln[c]==True].groupby([\"appln_filing_year\"], as_index=False)[\"appln_id\"].count()\n", - " g = sns.lineplot(data, x=\"appln_filing_year\", y=\"appln_id\", marker=\"o\")\n", - "g.set_title(f\"Number of co-patents\")\n", - "g.set_ylabel(\"Count\")\n", - "g.set_xlabel(\"Year\")\n", - "g.legend(handles=g.lines,labels=[\"patents with \" + c.replace(\"_\",\"-\") for c in cols], bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 173, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 173, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = appln.groupby([\"appln_filing_year\",\"appln_kind\"], as_index=False)[\"appln_id\"].count()\n", - "data\n", - "g = sns.lineplot(data, x=\"appln_filing_year\", y=\"appln_id\", marker=\"o\", hue=\"appln_kind\")\n", - "g.set_title(\"Number of co-patents\")\n", - "g.set_ylabel(\"Count\")\n", - "g.set_xlabel(\"Year\")\n", - "g.legend(title=None,bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 174, - "outputs": [ - { - "data": { - "text/plain": "Text(0.5, 0, 'Year')" - }, - "execution_count": 174, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = appln.groupby([\"appln_filing_year\",\"granted\"], as_index=False)[\"appln_id\"].count()\n", - "data\n", - "g = sns.lineplot(data, x=\"appln_filing_year\", y=\"appln_id\", hue=\"granted\", marker=\"o\")\n", - "g.set_title(\"Number of co-patents\")\n", - "g.set_ylabel(\"Count\")\n", - "g.set_xlabel(\"Year\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 175, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 175, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = appln.groupby([\"appln_filing_year\",\"granted\",\"appln_kind\"], as_index=False)[\"appln_id\"].count()\n", - "g = sns.lineplot(data, x=\"appln_filing_year\", y=\"appln_id\", hue=\"appln_kind\",style=\"granted\", marker=\"o\")\n", - "g.set_title(\"Number of co-patents\")\n", - "g.set_ylabel(\"Count\")\n", - "g.set_xlabel(\"Year\")\n", - "g.legend(title=None,bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 176, - "outputs": [ - { - "data": { - "text/plain": " appln_filing_year granted appln_kind appln_id\n0 2011 N A 892\n1 2011 N F 6\n2 2011 N T 10\n3 2011 N U 1\n4 2011 Y A 966\n.. ... ... ... ...\n70 2021 Y F 1\n71 2021 Y U 30\n72 2022 N A 6\n73 2022 N U 1\n74 2022 Y U 4\n\n[75 rows x 4 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
appln_filing_yeargrantedappln_kindappln_id
02011NA892
12011NF6
22011NT10
32011NU1
42011YA966
...............
702021YF1
712021YU30
722022NA6
732022NU1
742022YU4
\n

75 rows × 4 columns

\n
" - }, - "execution_count": 176, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 177, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 177, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "perc = data.groupby(['appln_filing_year',\"appln_kind\"], as_index=False)[\"appln_id\"].sum().rename(columns={\"appln_id\":\"sum\"})\n", - "p_data = data.merge(perc, on = ['appln_filing_year',\"appln_kind\"])\n", - "p_data[\"percent\"] = p_data[\"appln_id\"]/p_data[\"sum\"]\n", - "# p_data\n", - "g = sns.lineplot(p_data[p_data[\"granted\"]==\"Y\"], x=\"appln_filing_year\", y=\"percent\", hue=\"appln_kind\", marker=\"o\")\n", - "g.set_title(\"Number of co-patents\")\n", - "g.set_ylabel(\"Percent of accepted co-patents\")\n", - "g.set_xlabel(\"Year\")\n", - "g.legend(title=None,bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 178, - "outputs": [], - "source": [ - "for kind in sorted(appln[\"appln_kind\"].unique()):\n", - " sub_data = data[data[\"appln_kind\"]==kind]" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "markdown", - "source": [], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 179, - "outputs": [], - "source": [ - "# Granted patents\n", - "# granted = appln[appln[\"granted\"]==\"Y\"][\"appln_id\"].unique()\n", - "# appln_pers=[appln_pers[\"appln_id\"].isin(granted)]" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 180, - "outputs": [], - "source": [ - "patstat_collabs = appln_pers.merge(pers, on=\"person_id\")\n", - "patstat_collabs = patstat_collabs.merge(country_defs, left_on=\"person_ctry_code\", right_on=\"ctry_code\")\n", - "patstat_collabs = patstat_collabs.groupby(\"appln_id\",as_index=False)[\"Country\"].unique().explode('Country')" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 181, - "outputs": [ - { - "data": { - "text/plain": " Country count percent weight\n0 China 22137 0.888073 0.415765\n1 Taiwan Province Of China 2593 0.104024 0.048700\n2 Hong Kong, China 581 0.023308 0.010912\n3 Macao SAR (China) 17 0.000682 0.000319", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Countrycountpercentweight
0China221370.8880730.415765
1Taiwan Province Of China25930.1040240.048700
2Hong Kong, China5810.0233080.010912
3Macao SAR (China)170.0006820.000319
\n
" - }, - "execution_count": 181, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "country_collab = patstat_collabs[patstat_collabs[\"Country\"].isin(ch_names)][\"Country\"].value_counts().reset_index()\n", - "country_collab[\"percent\"] = country_collab[\"count\"]/patstat_collabs[\"appln_id\"].nunique()\n", - "country_collab[\"weight\"] = country_collab[\"count\"]/patstat_collabs[\"appln_id\"].size\n", - "country_collab" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 182, - "outputs": [ - { - "data": { - "text/plain": "
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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = country_collab\n", - "g = sns.barplot(data, x=\"count\", y=\"Country\", color=\"blue\")\n", - "g.set_xlim(0,30000)\n", - "g.set_ylabel(\"Country\")\n", - "g.set_xlabel(\"Number of co-patents\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 183, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = country_collab\n", - "data[\"percent_round\"] = (data[\"percent\"]*100).round(2)\n", - "g = sns.barplot(data, x=\"percent_round\", y=\"Country\", color=\"blue\")\n", - "g.set_xlim(0,100)\n", - "g.set_ylabel(\"Country\")\n", - "g.set_xlabel(\"Percentage of co-patents\")\n", - "for i in g.containers:\n", - " # g.bar_label(i,fmt='%.2f%%')\n", - " g.bar_label(i,fmt='%.2f')" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 184, - "outputs": [ - { - "data": { - "text/plain": " Country count percent weight\n0 Germany 9725 0.390139 0.182650\n1 France 4381 0.175753 0.082282\n2 Sweden 3667 0.147110 0.068872\n3 Netherlands 2900 0.116340 0.054466\n4 Finland 1644 0.065953 0.030877\n5 Belgium 1028 0.041240 0.019307\n6 Italy 1000 0.040117 0.018781\n7 Denmark 705 0.028283 0.013241\n8 Spain 678 0.027199 0.012734\n9 Austria 484 0.019417 0.009090\n10 Ireland 469 0.018815 0.008809\n11 Poland 289 0.011594 0.005428\n12 Greece 234 0.009387 0.004395\n13 Luxembourg 146 0.005857 0.002742\n14 Portugal 111 0.004453 0.002085\n15 Hungary 75 0.003009 0.001409\n16 Czechia 72 0.002888 0.001352\n17 Bulgaria 69 0.002768 0.001296\n18 Romania 68 0.002728 0.001277\n19 Slovakia 43 0.001725 0.000808\n20 Cyprus 35 0.001404 0.000657\n21 Slovenia 28 0.001123 0.000526\n22 Croatia 25 0.001003 0.000470\n23 Malta 15 0.000602 0.000282\n24 Estonia 11 0.000441 0.000207\n25 Lithuania 8 0.000321 0.000150\n26 Latvia 6 0.000241 0.000113", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Countrycountpercentweight
0Germany97250.3901390.182650
1France43810.1757530.082282
2Sweden36670.1471100.068872
3Netherlands29000.1163400.054466
4Finland16440.0659530.030877
5Belgium10280.0412400.019307
6Italy10000.0401170.018781
7Denmark7050.0282830.013241
8Spain6780.0271990.012734
9Austria4840.0194170.009090
10Ireland4690.0188150.008809
11Poland2890.0115940.005428
12Greece2340.0093870.004395
13Luxembourg1460.0058570.002742
14Portugal1110.0044530.002085
15Hungary750.0030090.001409
16Czechia720.0028880.001352
17Bulgaria690.0027680.001296
18Romania680.0027280.001277
19Slovakia430.0017250.000808
20Cyprus350.0014040.000657
21Slovenia280.0011230.000526
22Croatia250.0010030.000470
23Malta150.0006020.000282
24Estonia110.0004410.000207
25Lithuania80.0003210.000150
26Latvia60.0002410.000113
\n
" - }, - "execution_count": 184, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "country_collab = patstat_collabs[~patstat_collabs[\"Country\"].isin(ch_names)][\"Country\"].value_counts().reset_index()\n", - "country_collab[\"percent\"] = country_collab[\"count\"]/patstat_collabs[\"appln_id\"].nunique()\n", - "country_collab[\"weight\"] = country_collab[\"count\"]/patstat_collabs[\"appln_id\"].size\n", - "country_collab" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 185, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = country_collab\n", - "g = sns.barplot(data, x=\"count\", y=\"Country\", color=\"blue\")\n", - "g.set_xlim(0,10000)\n", - "g.set_ylabel(\"Country\")\n", - "g.set_xlabel(\"Number of co-patents\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 186, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = country_collab\n", - "data[\"percent_round\"] = (data[\"percent\"]*100).round(2)\n", - "g = sns.barplot(data, x=\"percent_round\", y=\"Country\", color=\"blue\")\n", - "g.set_xlim(0,50)\n", - "g.set_ylabel(\"Country\")\n", - "g.set_xlabel(\"Percentage of co-patents\")\n", - "for i in g.containers:\n", - " # g.bar_label(i,fmt='%.2f%%')\n", - " g.bar_label(i,fmt='%.2f')" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "# Pivot country - year" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 187, - "outputs": [ - { - "data": { - "text/plain": " appln_id Country appln_filing_year\n0 330225325 Germany 2011\n1 330225325 China 2011\n2 330322632 Germany 2011\n3 330322632 China 2011\n4 330350961 Sweden 2011\n... ... ... ...\n53239 575355937 China 2017\n53240 575399552 Sweden 2020\n53241 575399552 China 2020\n53242 575406608 Germany 2014\n53243 575406608 China 2014\n\n[53244 rows x 3 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
appln_idCountryappln_filing_year
0330225325Germany2011
1330225325China2011
2330322632Germany2011
3330322632China2011
4330350961Sweden2011
............
53239575355937China2017
53240575399552Sweden2020
53241575399552China2020
53242575406608Germany2014
53243575406608China2014
\n

53244 rows × 3 columns

\n
" - }, - "execution_count": 187, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "record_col = \"appln_id\"\n", - "patstat_collabs_y=patstat_collabs.merge(appln[[record_col,\"appln_filing_year\"]], on=\"appln_id\")\n", - "patstat_collabs_y" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 188, - "outputs": [ - { - "data": { - "text/plain": " appln_filing_year Country count appln_id percent\n0 2011 China 1719 1969 0.873032\n5 2011 Taiwan Province Of China 195 1969 0.099035\n9 2011 Hong Kong, China 75 1969 0.038090\n24 2011 Macao SAR (China) 3 1969 0.001524\n27 2012 China 2101 2425 0.866392\n31 2012 Taiwan Province Of China 297 2425 0.122474\n37 2012 Hong Kong, China 60 2425 0.024742\n53 2013 China 1970 2226 0.884996\n58 2013 Taiwan Province Of China 221 2226 0.099281\n63 2013 Hong Kong, China 47 2226 0.021114\n73 2013 Macao SAR (China) 4 2226 0.001797\n79 2014 China 2172 2427 0.894932\n84 2014 Taiwan Province Of China 236 2427 0.097239\n91 2014 Hong Kong, China 39 2427 0.016069\n105 2014 Macao SAR (China) 1 2427 0.000412\n106 2015 China 2079 2378 0.874264\n111 2015 Taiwan Province Of China 275 2378 0.115643\n117 2015 Hong Kong, China 48 2378 0.020185\n130 2015 Macao SAR (China) 1 2378 0.000421\n132 2016 China 2201 2477 0.888575\n137 2016 Taiwan Province Of China 255 2477 0.102947\n144 2016 Hong Kong, China 54 2477 0.021801\n160 2016 Macao SAR (China) 2 2477 0.000807\n161 2017 China 2417 2654 0.910701\n166 2017 Taiwan Province Of China 211 2654 0.079503\n171 2017 Hong Kong, China 55 2654 0.020723\n188 2018 China 2596 2859 0.908010\n193 2018 Taiwan Province Of China 252 2859 0.088143\n199 2018 Hong Kong, China 68 2859 0.023785\n215 2019 China 2460 2725 0.902752\n220 2019 Taiwan Province Of China 269 2725 0.098716\n228 2019 Hong Kong, China 61 2725 0.022385\n238 2019 Macao SAR (China) 4 2725 0.001468\n243 2020 China 1718 1963 0.875191\n248 2020 Taiwan Province Of China 249 1963 0.126847\n254 2020 Hong Kong, China 59 1963 0.030056\n269 2020 Macao SAR (China) 2 1963 0.001019\n271 2021 China 694 813 0.853629\n274 2021 Taiwan Province Of China 133 813 0.163592\n286 2021 Hong Kong, China 13 813 0.015990\n297 2022 China 10 11 0.909091\n300 2022 Hong Kong, China 2 11 0.181818", - "text/html": "
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appln_filing_yearCountrycountappln_idpercent
02011China171919690.873032
52011Taiwan Province Of China19519690.099035
92011Hong Kong, China7519690.038090
242011Macao SAR (China)319690.001524
272012China210124250.866392
312012Taiwan Province Of China29724250.122474
372012Hong Kong, China6024250.024742
532013China197022260.884996
582013Taiwan Province Of China22122260.099281
632013Hong Kong, China4722260.021114
732013Macao SAR (China)422260.001797
792014China217224270.894932
842014Taiwan Province Of China23624270.097239
912014Hong Kong, China3924270.016069
1052014Macao SAR (China)124270.000412
1062015China207923780.874264
1112015Taiwan Province Of China27523780.115643
1172015Hong Kong, China4823780.020185
1302015Macao SAR (China)123780.000421
1322016China220124770.888575
1372016Taiwan Province Of China25524770.102947
1442016Hong Kong, China5424770.021801
1602016Macao SAR (China)224770.000807
1612017China241726540.910701
1662017Taiwan Province Of China21126540.079503
1712017Hong Kong, China5526540.020723
1882018China259628590.908010
1932018Taiwan Province Of China25228590.088143
1992018Hong Kong, China6828590.023785
2152019China246027250.902752
2202019Taiwan Province Of China26927250.098716
2282019Hong Kong, China6127250.022385
2382019Macao SAR (China)427250.001468
2432020China171819630.875191
2482020Taiwan Province Of China24919630.126847
2542020Hong Kong, China5919630.030056
2692020Macao SAR (China)219630.001019
2712021China6948130.853629
2742021Taiwan Province Of China1338130.163592
2862021Hong Kong, China138130.015990
2972022China10110.909091
3002022Hong Kong, China2110.181818
\n
" - }, - "execution_count": 188, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "countall = patstat_collabs_y.groupby(\"appln_filing_year\", as_index=False)[record_col].nunique()\n", - "data = patstat_collabs_y.groupby(\"appln_filing_year\", as_index=False)[\"Country\"].value_counts().merge(countall, on=\"appln_filing_year\")\n", - "data[\"percent\"] = data[\"count\"]/data[record_col]\n", - "data_ch = data[data[\"Country\"].isin(ch_names)]\n", - "data_ch" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 189, - "outputs": [ - { - "data": { - "text/plain": "Text(95.7222222222222, 0.5, '')" - }, - "execution_count": 189, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10,3))\n", - "g = sns.heatmap(pd.pivot_table(data_ch,columns=\"appln_filing_year\", index=\"Country\", values=\"count\").fillna(0).astype(int),\n", - " annot=True, fmt=\".0f\",linewidth=.5)\n", - "g.set_title(\"Number of co-patents per year\")\n", - "g.set_xlabel(\"\")\n", - "g.set_ylabel(\"\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 190, - "outputs": [ - { - "data": { - "text/plain": "Text(95.7222222222222, 0.5, '')" - }, - "execution_count": 190, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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M1I798uXLExoayrFjx1Rpv79OvH37lvfv31OiRIkoj/NSpUqRI0cODbaSEL8P6UoqhEhWc+bMIUuWLKRKlQpra2uyZs2q+hF6//59FEXBxcUlymV/HBHT3t4+0oAKDx8+JGvWrGqVqx/dv3+f9+/fY2VlFeX8iEFXInz/ozWCmZlZpOcRo3Pz5k0GDx7MoUOH+PDhg9q8iGfInjx5AkDmzJnV5qdKlSpSl6X79+9z+/btSD/8oiv/9yLWkzVr1kjzsmXLxokTJ2IOJgqvXr3iw4cP5MqVK8Z0T548oVChQpGmR3S5ffLkCbly5cLPz0/tuURDQ0O17pRRHR9ZsmRh/fr1qr/9/PwYMWIEa9eujbQ9YntuD+J+LKZPnz7Se/fMzMy4du1arOtycnKiV69eTJ06FQ8PD0qUKEHNmjVp1qxZrN1IIerzICHHSFhYGDNmzGDu3Lk8fvxY7VnYiC7fMbl//z6A6hnVqLx//56goCA+f/4c5TbOmjWrWkU/rp48eYKLi4vq2hLh+2MtOhHd22M6npPiPIrw4/UmopKo6fUGwo+pH2lra9O0aVPmzZunGqDIw8MDAwMD1TPSsYnt3Hvw4AGKojBkyBCGDBkSZR6+vr5qlcuoyhoVTct///59rl27ptGxv2PHDkaPHs2VK1fUnr2N6h2ampZTiN+JVAyFEMmqYMGCUbYqQfgPUi0tLXbv3h3lHeSI54cifH+3Ny7CwsKwsrJSu/P8vR9/UER3N1tRlFjX9e7dO0qVKoWpqSkjR47E2dkZAwMDLl26RP/+/SMNhqBp+V1dXZk6dWqU8x0cHOKc56+kbt26ai06LVq0UBvURBMNGzbk1KlT9O3bFzc3N0xMTAgLC6Ny5coabfO4HosJOUYApkyZQsuWLdm6dSv79u2jW7dujBs3jjNnzkQ7IEeEqM6DhBwjY8eOZciQIbRu3ZpRo0aRLl06tLW16dGjh8bbDmDSpEm4ublFmcbExETjgZJ+d1paWlEeB1ENPgUJP5Yg+mvjX3/9xaRJk9iyZQuNGzdm9erVVK9eXaMbEJqI2Pd9+vSJttX3x5tfcbmOa1L+sLAwKlSoQL9+/aLMI0uWLAAcP36cmjVrUrJkSebOnYutrS26urosXbo00iBDcS2nEL8LqRgKIX5Zzs7OKIqCk5OT6ss7PnmcPXuWL1++RPvOPWdnZw4cOECxYsUS7cs+qjvMED5645s3b/jvv/8oWbKkavr3o7ACODo6AuF33MuUKaOaHhISgqenJ7lz51Yr/9WrVylXrly0641OxHru3r2r6lYY4e7du6r5cWFpaYmpqWmUoxP+uO67d+9Gmh7RnTZi3VOmTFFrHbGzs1NLH9Ei9b179+6pWlbfvn3LwYMHGTFiBEOHDo1xuei2X2Ici5quK4Krqyuurq4MHjyYU6dOUaxYMebPn8/o0aPjvK6EHCMbN26kTJkyLF68WG36u3fvVAP0QMzbDsDU1JTy5ctHux5LS0sMDQ2j3C9RHSdRia4Mjo6OXLt2jbCwMLVWwx+PtZjKf+PGjUiVmO/zjyhnbOeRmZlZlN1AY2q1jE1c92mEXLlykTdvXjw8PEifPj1eXl7MmjVL4+VjO/cyZcoEhLeox7Tv40uT8js7O/Pp06dY179p0yYMDAzYu3cv+vr6qulLly5N9HIL8auSZwyFEL+sunXroqOjw4gRIyLdHVcURe1VA9GpV68er1+/Zvbs2ZHmReTZsGFDQkNDGTVqVKQ0ISEh8XrZecS7t35cNuLu//fxBAcHM3fuXLV0+fPnx9zcnIULFxISEqKa7uHhEakLWcOGDXn+/DkLFy6MVI7Pnz9HO7JfxHqsrKyYP3++WovN7t27uX37dqSR+DShra1N7dq12b59OxcuXIg0PyL2qlWrcu7cOU6fPq2a5+/vz4IFC8iYMaPq+R13d3fKly+v+vz4XM+WLVvUnlM6d+4cZ8+epUqVKkDU2xyI8kXo0e23xDgWNV3Xhw8f1PY5hFcStbW1492qlpBjREdHJ1LMGzZsiPRsWHTxuLu74+zszOTJk/n06VOk/F+9eqVaT6VKldiyZQteXl6q+bdv32bv3r0xB/hdGaLqGly1alVevnzJunXrVNNCQkKYNWsWJiYmlCpVKto8K1asSOrUqRk3bhyBgYFq8yK2S1zOI2dnZ+7cuaOKG+Dq1atRvrpDU9Fte000b96cffv2MX36dMzNzVXnjSZiO/esrKwoXbo0//77L97e3pGW/34bxFds5W/YsCGnT5+O8hh69+6d6lzT0dFBS0tLreXW09Mz1lGdhfiTSIuhEOKX5ezszOjRoxk4cKDqVQ2pU6fm8ePHbN68mXbt2tGnT58Y8/jrr79YsWIFvXr14ty5c5QoUQJ/f38OHDhAp06dqFWrFqVKlaJ9+/aMGzeOK1euULFiRXR1dbl//z4bNmxgxowZ1K9fP05ld3NzQ0dHhwkTJvD+/Xv09fUpW7YsRYsWxczMjBYtWtCtWze0tLRYuXJlpB/eenp6DB8+nK5du1K2bFkaNmyIp6cny5Ytw9nZWa2FoHnz5qxfv54OHTpw+PBhihUrRmhoKHfu3GH9+vXs3bs32u66urq6TJgwgVatWlGqVCkaN26sGmY/Y8aM9OzZM05xRxg7diz79u2jVKlSqtcjeHt7s2HDBk6cOEHatGkZMGAAa9asoUqVKnTr1o106dKxfPlyHj9+zKZNmyI9DxadzJkzU7x4cTp27EhQUJDqB2JE1zFTU1NKlizJxIkT+fLlC/b29uzbty9SKy2EV2Ig/NUHjRo1QldXlxo1aiTKsfgjZ2dn0qZNy/z580mdOjXGxsYUKlSIq1ev0qVLFxo0aECWLFkICQlh5cqV6OjoUK9evTitI0JCjpHq1aszcuRIWrVqRdGiRbl+/ToeHh6q1qDY4nFycmLRokVUqVKFnDlz0qpVK+zt7Xn+/DmHDx/G1NSU7du3AzBixAj27NlDiRIl6NSpk6ryljNnTo2ez3R3d2fdunX06tWLAgUKYGJiQo0aNWjXrh3//vsvLVu25OLFi2TMmJGNGzdy8uRJpk+fTurUqaPN09TUlGnTpvH3339ToEABmjRpgpmZGVevXiUgIIDly5fH6Txq3bo1U6dOpVKlSrRp0wZfX1/mz59Pzpw5Iz1zrKmI47Zbt25UqlQJHR0dGjVqpNGyTZo0oV+/fmzevJmOHTtG27MiKrGdexD+HHnx4sVxdXWlbdu2ZMqUCR8fH06fPs2zZ8/U3ocZH7GVv2/fvmzbto3q1aurXivk7+/P9evX2bhxI56enlhYWFCtWjWmTp1K5cqVadKkCb6+vsyZM4fMmTNrdOwJ8Uf4uYOgCiFEuLi8+mDTpk1K8eLFFWNjY8XY2FjJli2b0rlzZ+Xu3buqNKVKlVJy5swZ5fIBAQHKP//8ozg5OSm6urqKjY2NUr9+feXhw4dq6RYsWKC4u7srhoaGSurUqRVXV1elX79+yosXL1RpHB0dlWrVqkVaR1RD0C9cuFDJlCmTaqj9iFdXnDx5UilcuLBiaGio2NnZKf369VMNvf7j6y1mzpypODo6Kvr6+krBggWVkydPKu7u7krlypXV0gUHBysTJkxQcubMqejr6ytmZmaKu7u7MmLECOX9+/exbWJl3bp1St68eRV9fX0lXbp0StOmTdWGoVeUuO0zRVGUJ0+eKH/99ZdiaWmp6OvrK5kyZVI6d+6sBAUFqdI8fPhQqV+/vpI2bVrFwMBAKViwoLJjxw6N8o8YMn/SpEnKlClTFAcHB0VfX18pUaKEcvXqVbW0z549U+rUqaOkTZtWSZMmjdKgQQPlxYsXCqAMGzZMLe2oUaMUe3t7RVtbO9KrKxJyLP74OgJFCX/1QI4cOZRUqVKpXvXw6NEjpXXr1oqzs7NiYGCgpEuXTilTpoxy4MCBWLdJTOeBpsdIVK+r6N27t2Jra6sYGhoqxYoVU06fPh3lMR9VPBEuX76s1K1bVzE3N1f09fUVR0dHpWHDhsrBgwfV8jh69Kji7u6u6OnpKZkyZVLmz5+vDBs2TKPXVXz69Elp0qSJkjZtWgVQ294+Pj5Kq1atFAsLC0VPT09xdXWN9GqNmGzbtk0pWrSoYmhoqJiamioFCxZU1qxZo5ZGk/NIURRl1apVSqZMmRQ9PT3Fzc1N2bt3b7Svq5g0aVKk5X88bkNCQpSuXbsqlpaWipaWlmpbxZTH96pWraoAyqlTpzTaFnE59xQl/Dz/66+/FBsbG0VXV1ext7dXqlevrmzcuFGVJq7Xl7iU/+PHj8rAgQOVzJkzK3p6eoqFhYVStGhRZfLkyUpwcLAq3eLFixUXFxdFX19fyZYtm7J06dIojz1A6dy5c5zLKcSvTktR4vD0shBCiGQVFhaGpaUldevWjbJbYEri6emJk5MTkyZNinNrnRDimzp16nD9+nUePHigUfpf7dyLa/mFEFGTZwyFEOIXFRgYGKmL6YoVK/Dz86N06dLJUyghxB/F29ubnTt30rx58+QuSrz87uUX4lcizxgKIcQv6syZM/Ts2ZMGDRpgbm7OpUuXWLx4Mbly5dL4PWNCCBGVx48fc/LkSRYtWoSuri7t27dP7iLFye9efiF+RVIxFEKIX1TGjBlxcHBg5syZ+Pn5kS5dOv766y/Gjx8f6QXmQggRF0ePHqVVq1ZkyJCB5cuXY2Njk9xFipPfvfxC/IrkGUMhhBBCCCGESOHkGUMhhBBCCCGESOGkYiiEEEIIIYQQKZxUDIUQQgghhBAihZPBZ4QQQgghhBAigb68fqRxWl2LTElYkviRiqEQ3wl6eCa5i5Bo9J0LE3TvRHIXI1HoZylO8JNLyV2MRKPnmI/gFzeTuxiJRs8u5x9z7ug7Fyb46dXkLkai0XPIE6cfKr86XYtMf0w8uhaZ+OJzN7mLkWh0rbMS/Ohcchcj0ehlKkjQjf3JXYxEoZ+rwh9z3sCvWaFSCQtN7hIkiFQMhRBCCCGEECKhlLDkLkGCSMVQCCGEEEIIIRIqTCqGQgghhBBCCJGiKdJiKIQQQgghhBApnLQYCiGEEEIIIUQKJy2GQgghhBBCCJHChX5J7hIkiFQMhRBCCCGEECKhpCupEEIIIYQQQqRsMviMEEIIIYQQQqR00mIohBBCCCGEECmctBgKIYQQQgghRAoXFprcJUgQqRgKIYQQQgghREJJi6EQQgghhBBCpHDyjKEQQgghhBBCpHDSYiiEEEIIIYQQKZy0GAohhBBCCCFEyqaEfUnuIiSIVAyFEEIIIYQQIqGkxVAIIYQQQgghUjh5xlAIIYQQQgghUjh5j6EQQgghhBBCpHC/eYuhdnIXQKQsWlpabNmyJdr5R44cQUtLi3fv3v20MgkhhBBCCJFgYWGaf35B0mIoEtXLly8ZM2YMO3fu5Pnz51hZWeHm5kaPHj0oV65crMsXLVoUb29v0qRJ8xNKq7nQ0DDmeWxmx+FTvHn7Hst0aalVvgTtGtdES0sLgNxVW0S5bM/W/6NV/apRzlu38yDrdx7ihc9rAJwd7WnfuBYlCuRRpQkKDmbywrXsOXaG4C8hFM3nyuDOf2FuFv9tFBoaxrw1W9lx+Axv3n2Np1wx2v2vuioegEdPXzBt2UYu3rhHSGgozg52TB3YCVsr82jz/vApgFkr/+Pg6Uu8/+iPnZU5/do2okT+3JHSLt6wixkrNtG0Znn6t20c71jmrtzIzoMneP32HZbmZtSqUIr2TeuoYgn4HMi0xWs4dOoC7z98xN7Giqa1K9GweoVo892y7yhDJs9Xm6anq8vFnStUfyuKwpwVG9m0+xAfP/njljMrQ7q1xtHeNl6xhMcTytzl69i5/xiv/d5haWFGrUplaN+8gSqe137vmLZgJacvXOHjJ3/cc+dgYLe/cUxvp9E6dh86Qb9RUylTrCAzRw9QTU9ovlHHkzTnzvcWr9/BjGUbaFqrIv3bN1VNHzlrKWcu3+SV3zuMDAzIkyMzPVs1xMkhfvGEhoYxd8V6dh48Hr5vzNNRq1Ip2jetp36sLfLg0Mnz3461OlVoWKNijHmv3LST9dv34e37mrRpTKlQohA9/m6Cvp6eKo3Paz+mLVzFiXNXCAwKwsHOhtF9O5Ezq3O84gHw9w9g1sIVHDx2Gr+378iWxZkBPdrjmj0rAPuPnGT9lp3cuvuA9x8+snHpbLJliX19ew8dZ/bCFTx/6YNjent6dmxFyaIFVfNzFasS5XK9OrWhddP6SRaPoijMWbSSjdv38PGjP3lz52BIny44OthHm2doaChzF3uwY98hXr95i6VFOmpXrUD7lo1V+z0++cYaS0AAsxZ5cPD4GfzeviebSyYGdGuLa3aXb+tcspqN2/fx8ZM/eV2zM6RXRxxjOL4XrtrAgWOnefzkOQb6erjlykbPDi1wypBeleb1m7dMnreU0xeuEBDwmYwO9rRr3pAKpYvGO5bQ0DDmevzHzkMnef32PZbpzKhVoQTtG9dSbUPXKs2jXLZXm0a0ql8tynlzV/3HPI/NatMyprdl+8KJALz/+Ik5K//j9KXreL96g1kaU8oWyUeXv+qT2tgoQfHMW7+LHcfO8+bdByzN0lCrTCHa1a+simfwrJVsO3JWbbmibtmZP6RztPmu23Oc9XuP8+KVHwDODja0b1CFEvlyqqW7evcRM1fv4Pp9T3S0tcma0Z75QzpjoK8XVbaxSorzJrY8If7Xl1/ab95iKBVDkWg8PT0pVqwYadOmZdKkSbi6uvLlyxf27t1L586duXPnTqx56OnpYWNj8xNKGzdLNu5k/a5DjO7VFmdHe27e92TotEWYGBvStFb4D75Dq2aoLXPiwjWGzVhChWL5o83X2iIdPVo1JIOdNYoC2w6eoPuoGayfNZLMjuFf1BMXrOb4+atMHtiF1MaGjJ23kp6jZ7JiypD4x7NpN+t3HWF0z9Y4Z7Dn5gNPhs5YgomRIU1rlgfgqbcvLfqPp06FEnRqUgsTI0MeeL1AT0832ny/fAmh/ZAppEubmikDOmJlboa37xtSm0T+Ar5x7zEb9hwlS8b0UeQUh1jWb2P9jv2M6dsRZ0cHbt57xJAp80ltbETTOpUBmDh/Jeeu3mR8/87YWVty6uI1xsxagqW5GWWKRL9/TIwM2b5k6rcJWurzl6zfzuotexjdtyP2NpbMXr6B9gPHs3XRJLUf9HGKZ81m1m/dy5gBXXF2ysDNuw8YMmE2qY2NaVqvGoqi0H3IeFKlSsXM0QMwNjJixYZttO0znC1LZ2JkaBBj/s9f+jJ53jLy5c6hNj2h+UYbTxKdOxFu3HvEht2HyeLkEGlejswZqVq6CLZW5rz/6M88j820HzyJ3UumoKMT9w4zS9ZtYf32/Yzp1xnnjOnDj7VJc78ea+EV2InzlnPuyg3GD+iKnY0lpy5cY8zMRViap6NM0ajj2XnwBNMXrWZkn4645czCk2feDJ40Fy0tLfp1DK80v//4ib+6D6GAW07mjRuEWRpTvJ57Y5raOM5xfG/o+Bk8eOTJuKF9sLIwZ/veQ7TtPoitHv9ibWnB58BA8uXOSaWyJRk+YUbsGQKXr9+i3/DxdG/filLFCrJr3xG6DRzFhqWzcMmUEYAj2zzUljl+5gJDx02nQuliSRrPEo8NeGzcxpjBvbG3tWH2whW07zWYrav+RT+aH9WLV21g3ZadjBncm8xOjty8c4/BY6ZhYmJMswa1AOKVb6yxTJjNg8dPGPdPT6ws0rF93xHa9hrC1hVzsLY0Z8nq//DYtIMxA7tjb2fN7EUetO8zjK0r5kS7zgtXbtC4TjVyZXMhJDSUGQtW0q53+DIR5/jAMdP4+Mmf2WMHkzatKbv2H6X38ImsWzCF7PH80b5kww7W7zzImN7tw68D9x4zZNpCUhsb0rRWJQAOe8xSW+b4hWsMm76I8sUKxJh3Zkd7Fo79doNLR0dH9W/fN2955feW3n83xjmDPS98XzNq9jJevXnH1MHd4hULwJIt+1m/9zijuzbH2cGWmw+9GDp7Vfh3aLXSqnTF8uZgVOdmqr/1dGP+2W1tnpYezWqRwdYSBYVth8/SfcIC1k8aQOYM4Tccr959RMfRc2lTpyID2zRAR0ebe57P0dbWijHvmCTFeRNbnkC8ri+/vCRqCQwNDWX48OGsWrWKly9fYmdnR8uWLRk8eLDaDaphw4axcOFC3r17R7FixZg3bx4uLi4ar0e6kopE06lTJ7S0tDh37hz16tUjS5Ys5MyZk169enHmzBlVutevX1OnTh2MjIxwcXFh27Ztqnk/diVdtmwZadOmZe/evWTPnh0TExMqV66Mt7e3apnz589ToUIFLCwsSJMmDaVKleLSpUuJGtvVW/cpUzgfJQu6YW9tScXiBSiSNxc37j1SpbFIl1btc/jMZQrkzk56W6to8y1dKC8lCuTB0d6GjOlt6NaiPkYGBly78xCAj/4BbN53jD5tm1DILQc5XJwY1fNvrtx+wNU7D+Ifz+0HlCnsRskCebC3tqBisfwUccvJjfuPVWlmrfyPEu6u9GrVgOzOjjjYWlGmkBvmaU2jzXfzgRO8/+TP9H+6kDeHC/bWFuR3zUrWH360B3wOZOCUhQzv2gJTk4T9sL1y6x5liuSnZKF82NtYUrFkIYq65+b63W/b5+qte9QsX5ICeXJgb2NJg2rlyJLJketft3N0tLS01PerWVrVPEVRWLV5N+2a1KFs0fxkzeTI2H6dePXmLYdOXoh/PDfvUqZYQUoWyY+9jRUVSxWlaH43rt+5D8CTZ95cu3WPIT3akSubC04Z7BnSsz1BQcHsPnQ8xrxDQ0MZMHoanVs2Ir2ttdq8hOQbk6Q6d+DrcTRxPsO7tY7yOKpfpQz5XbNhb21JjswZ6fpXPV6+8uOF76t4xXLl5j3KFM1PycL5wvdNycLhx9qdH461iqUo4JYTexsrGlQvTxZnR7U0kfK9dZe8ubJSrVxx7G2sKJo/D1XKFOPGd8ssWbsVG0tzRvfthGu2zKS3DU/nYBf/G2mBQUEcOHqCXp3bkN/NlQzp7ejcphkZ0tuxbvNOAGpWLkfH1k0pUiCvxvmuWr+VYoXy07ppfZwzZqBru7/IkcWZ1Ru3q9JYmKdT+xw+foaC+XLjkIDW9tjiURSFleu30K5FI8qWKELWzE6MHdIH39dvOHj8VLT5XrlxmzIlClOqaEHsba2pWKYERQvm4/qtuwDxzjfWWI6dolfHluR3yxUeS+smZLC3Zd2W3eHr3LCNds0bUrZEYbI6OzH2n574vvHj4Ikz0eb77+QR1K5SjsxOGciW2Ykxg7rj7fOKW99dL6/cvEOTetVxzZEFBzsb2rf4H6lNjLl5L+brZUyu3P7hOlCiIEXz5eL63ZiuAxcpmDs7DrFcB3R0dNSWM0uTWjXPJaMD0wZ3p3ThfDjYWVPILSddW9TnyNnLhITGf5CQq3cfUaZAbkq658LeypyKRfJSJE82bjx4opZOL1UqLMxMVR/TKG6Sfq90AVdKuOfE0c6KjHbWdGtaEyMDfa7d+/bdPHHpfzSpWpo2dSuSOYMtTvbWVCqWDz3d6G/axiQpzhtNri0Qv+vLLy+JupJOmDCBefPmMXv2bG7fvs2ECROYOHEis2Z9u6EyceJEZs6cyfz58zl79izGxsZUqlSJwMBAjdcjFUORKPz8/NizZw+dO3fG2DjyD7S0adOq/j1ixAgaNmzItWvXqFq1Kk2bNsXPzy/avAMCApg8eTIrV67k2LFjeHl50adPH9X8jx8/0qJFC06cOMGZM2dwcXGhatWqfPz4MdHiy5PDhbNXbuH57CUAdx95cfnWPYpH0T0S4M3b9xw/f5U6FUtqvI7Q0DB2Hz3D58Ag8mTPDMCt+56EhIRS2O1b646Tgx22luZcux3/imGe7Jk5e/U2ns+/xvP4KZdvP6C4uysAYWFhHLtwDUd7GzoMnUqpZj1o0ns0h07HXOE+cvYKebI5M3a+B6Wb96RO5yEsXL+T0FD1C+CY+R6UyJ9bLa74csuRhbNXbuD5LPxmwd2HT7h04w7FC7h9izdHFo6cuYjPaz8UReHclZs8ee5NUfeo91+EgM+BVGzWlfJNOtN12GQeeD5VzXv20pfXfu8onC+XalpqYyNcszlz9fb9+MeTMytnL13D8+mL8HgePObSjdsULxj+xRn8Jfzlud+3SGpra6Orq8ul6zG3ys9fsYF0ZmmoW618pHkJyTcmSXnujJm7ghIF81A4b85Y0wYEBrFl/3HsbSyxsYi+K3RM3HJm4ezlG3g++7pvHnpy6cZd1b6Br8faqe+PtRs8eeZN0WjiBXDLkZVb9x6pKo9PX/hw/NxlShT6lu+R0xfIkSUTvUZOpVT9v2nQvh8bdx6IVxwRQkNCCQ0NQ/+HXgD6+npcunYz3vlevXmbIvnd1KYVLeTO1Zu3o0z/2u8tx06do271SvFeJ8Qez7MXL3n95i1F8n/brqlNjMmdIytXb0R/jLvlys7ZC1fw9HoGwJ37j7h07SYlCoe3AMc33xhjCY2IRb01Rl9fj0vXb/HM24fXfm8pkv/bYwepTYzJnT0LV2/c1Xg9nz75A5DG9Ftlyi1nNvYcOs77Dx8JCwtj18FjBAcHU9AtV3TZxMote8R14Ot1+tETLt2M/jrw+u17jp+7Sp1KpWLN2+v5S8o27UrlVr3oP2Eu3r6vY0z/yf8zJkaGpPquZTGu8mTNxNnrd/F84QPAXc9nXL7ziOJ51b/TLty8T6lWA6jRdSSj/l3Lu4+fNF5HaGgYu09c4HNgMHmyOgHw5v1Hrt/3JF0aE5oPmkLp1gNpNWQ6l27Hv9KeFOdNUl1bfgdK6BeNP3Fx6tQpatWqRbVq1ciYMSP169enYsWKnDt3Lny9isL06dMZPHgwtWrVInfu3KxYsYIXL17EOLbHj6QrqUgUDx48QFEUsmXLFmvali1b0rhx+PNkY8eOZebMmZw7d47KlStHmf7Lly/Mnz8fZ+fwLixdunRh5MiRqvlly5ZVS79gwQLSpk3L0aNHqV69enxDUtOmQTX8Az5Tq/0AdLS1CQ0Lo+tf9ahWJupnLrYeOIGRoQHli7nHmve9x09p3nsUwcFfMDI0YPqQbjhnCO+3//rte3RTpYrUGmJuZsrrt+/jH0/9KuHxdBz8LZ7mdahWujAAfu8/EvA5iMUbd9G1WR16tKzPyYs36DluLovH9CW/a9Yo83328hXnrt2mWunCzB3WHS9vX8bMW0VIaAgdG4d3udp97Cy3Hz5hzdT4d4VVi+V/NfkU8JmabXqrYunWsiHVyxVXpRnUuSUjpi+kfJPOpNLRQUtbi+E92pI/d/Zo882Y3paRvduTJVMGPvoHsHzDTpr3GMbmhZOwsTTnjV/49jdPq/6sp7lZGl6/fRf/eJrUDY+nRddv8bRpQvUK4T+QnDLYY2ttwfSFqxjauwNGBvqs2Lgdn1dveP3mbbT5Xrp+m/92HWDjoqlRzo9vvrHGk0Tnzu6jZ7j94AlrZgyLMd3aHQeZtmQdnwODyJjelgVj+qIbS3euaGNpVJtP/p+p2arnt33TqhHVy5VQpRnUpTUjpv1L+UYdvh1rPduTP3f0N0GqlSvOuw8f+KvHEFAgJDSUhtUr0LZJXVWaZ96+rN++n7/qV6Nt4zrcuPuQ8XOWoqubiloVS8crHmNjI/Lkys78ZWvI5JgB83Rp2XXgKFdv3CFDAlruXr95i3k6M7VpFunMoj2Otu0+gJGRIeVLJawbaWzxvPYLX/+PZTOPoWwAfzdviH9AADWatPu239u1oHql8O+e+OYbYyxGRuTJmY35y9eRyTE95mZp2XXwGFdv3g2P5Wu+5t/1YghfZ1pVeWITFhbG+FmLyOuaHZdMjqrpU0b0o8/wSRSr3pRUOjoYGOgzffQgMiTgWeM2DauHX9fa9f+2DVvUp3rZqPf5tgPHv14HYu5O7prVmVG925ExvS2v/d4xz2MzLfqOZvO8cRgbGUZK//b9R/5ds4X6VcrEOxaANnUq4B8QSK1uo9HR1iI0TKFrk+pUK/mt22uxvNkpVzgP9lbmPHv5mpmrt9Np9DxWju0dY1f2e0+e03zQFIKDQzAy0Gd6v7Y4O4Sfj8++jkcwb90uereoQ9aM6dl+9Bxth8/iv2mDcLSLuXU1Kklx3iTVteW3EIdnDIOCgggKClKbpq+vj76+fqS0RYsWZcGCBdy7d48sWbJw9epVTpw4wdSp4d/pjx8/5uXLl5Qv/+3Gb5o0aShUqBCnT5+mUaNGGpVJKoYiUSiKonHa3Lm/3SE0NjbG1NQUX1/faNMbGRmpKoUAtra2aul9fHwYPHgwR44cwdfXl9DQUAICAvDy8oo2z+hOxujsPX6OnYdPM75fB5wz2HP3kRcTF3iED3RSvnik9Fv2H6damSIaPWfmlN6WDbNH8ck/gP0nzjN4ykKWTByoqhwmhb0nzrPz6BnG92n7LZ5Fa1WD0IR97eJQplBemtcOfw4sW6YMXLnzgPV7jkRbMVQUhXRpTBnauQU6OtrkyJwR3zdvWfbfXjo2rsXLV35MWLiWBSN7RbqTGO9Yjp5h58ETTBjQBeeM6bn78AkT5q0I3zcVwytTq7fu5dqdB8wa0QdbawsuXr/DmNlLsTQ3o0g+1yjzdcuRBbccWdT+rvV3HzbsPEjXlg0TpexRxnPkFDsPHGPC4J44Z3Tg7oPHTJizJHygk8pl0E2Vimkj+jNs0hyK1/wLHW1tCrvnpnihfNGeh/4Bnxk0dgbD+3TCLE3UXYHjk69G8STBufPy1Rsm/OvBgjF9Yz3HqpUpQpG8OXnl947l/+2mz7g5rJg8OF7PgO49epqdh04wYVA3nB0duPvQkwlzl4UPEPS1crZ6y26u3b7PrFH9sLW25OK124yZtTj8WIumhfr8lZssXL2Zwd3+xjWbC09fvGT8nKXMX7WRDs3CB2IJU8LImcWZ7m2aAJDdxYkHnl6s374/3hVDgHFD+jB03DTK1m6Gjo422bNkpkr5UmpdC5Pa5h37qF6xTLyfxfteUsSz59Axduw7zITh/cjs5Mid+4+YMONfrCzSUatq9ANYJdS4wT0ZOn4mZeu2Co/FxZkq5Upw6278W4e+N3rafB489mLF7PFq02cv9uDjJ38WTRtF2jSmHDp+hj7DJ7J81jiyOGeM17r2HjvLzsOnmNCvI86O6bn76AkT/vVQDULzo837jlGtTNFYz9PvB2rL6pQB16zOVGrRk73Hz1K3Umm1tJ/8P9N52GQyZbCnY7M68YpDFc+pS+w8fp7xPVrg7GDL3cfPmbh049dBaMJvsFYp/q1Sm8XRniyO9lTtPJzzN+9TOHfU36EATnbWbJg8kE8Bn9l/+jKDZ69kycjuODvYooSFX4vrVyxO7bJFAMieyYGz1+6y5dBpujerFa94kuK8+RWuLckiDl1Ex40bx4gRI9SmDRs2jOHDh0dKO2DAAD58+EC2bNnQ0dEhNDSUMWPG0LRp+IBrL1+G98qxtlZ/TMTa2lo1TxNSMRSJwsXFBS0tLY0GmNH9oR+8lpaWqiKiafrvf6i2aNGCN2/eMGPGDBwdHdHX16dIkSIEBwdHm2d0J+PA5lG3Wk5dvI42DapRpVT4BT+LkwPevq9ZvH5HpB+3F2/cxfOZN5MGdIp2/erxpSKDXfiJnMPFiRv3H+OxdR9Du7bCwiwNX0JC+PDJX63V8M3bD1gkYFTSqUs30KZ+VaqULBQeT8b0eL96w+INu6hVrhhmpqlJpaODcwb1O3uZHGy5fCv6i7qFWRpSpdJRuxvqlN6O12/f8+VLCLceeOL37gP/6/GtxTc0LIyLN++xdschLvz3b5wHBZmy0IM2jWpR5WsLVBanDLzwecWitduoVbEUgUHBzFi6lhnDelGyUD4AsmZy5O7DJyzfuCPaiuGPdFOlIptzRp6+CL/AmqcL3/5v3r3H0vzbndQ3b9+TLZ4/ngCmzF9Om8Z1qVI2/LjKkskxPJ7V/1Grcvhd7pxZndm4aCofP/nzJSSEdGnT0KRjf3JEMzrl0xcvef7Sl66DxqqmhX09h9zK1Wf7itk42NvEOV9NJMW5c+v+1+Oo67fWwtCwMC7euMva7Qe4sHWx6jhKbWxEamMjHO1tyJMtM8UaduTgqYtULV0kzrFMWbDq67EW3sqRJdPXY23NFmpVLB1+rC1Zw4zhfSlZ+PtjzZPlG7ZHWzGcvWwdNcqXpF7Vcqp8AwIDGTltAe2a1EVbWxvLdGY4O6oP1JQpQ3oOHD8bVZYay5DejmVzJhHwORB//wAsLdLRe8g40ifg2UULczPe/NBq9drvLRbmZpHSXrxyg8dez5g0cmC81/e9mOKx+Nri8cYvfGTRCG/83pLVJfpjfMqcxfzdrCFVy5cGIIuzE94vfVm0cj21qlaId76xxmJvy7JZ49RjGTYxPJav2/LN23c/rPMdWTNnijXvMdPmc/TUBZbPGouNlYVqutdzb1b/t5Mty2eT2SkDANkyO3Hp2i3WbN7FsD6afa/9aMritbRpWJ0qX8+7LE4OvPB9zaL12yNVDCOuA5MHRj96Z3RMTYxxtLfB62sXzwj+AZ/pMGQiRoaGzBjSHd1UCfv5O3XFFtrUqaCq/GVxtMf7tR+L/9uvqhj+KL2NBWamJjx9+SrGiqGubioy2FoCkMM5AzceeOGx8whDOzTGwiz8xp5zevXzM1N6G7xfx79nR1KcN0lxbfktxKHFcODAgfTq1UttWnSNFOvXr8fDw4PVq1eTM2dOrly5Qo8ePbCzs6NFi6hH9o4PqRiKRJEuXToqVarEnDlz6NatW6TnDN+9e6f2nGFiOnnyJHPnzqVq1fBRAZ8+fcrr1zE/YxDtyfjscpTpA4OC0PphxC9tbW2UKCq0m/cdI0fmjGTNlCEuYaiEhSkEfwkBIIdLRlKl0uHslVtUKB7eReXxM2+8X70h99fnEOMjMChY7bUU8DWer5UFXd1U5HTJqHouLMKT5z7YWkb/fJZbjszsPnqWsLAwtLXDf5g/efESy3Rp0NVNRaE82dk0W71CPnT6UpzS29CqfpV4jRQZGBSM9g+x6Ghro3y9OIeEhBASEoqWlnre2trahIVp3hIWGhrG/cdPKVHQDYD0NlZYpEvL2cs3VBXBT/4BXL/zkP/F8BqM2OMJijS63PfxfC/115sFT5694Oa9h3RpHfUrP5wy2PPfkmlq02YtXkNAwGf6d22NzQ+vH9E0X03jSexzp5BbDjbNHaM2bei0RTilt6VVg2rRHkcK4fv7y9fzK64CA4PQ/uE40tHWVt3FVx1rUcQbFkOr6+cotpHO1/MnYjG3nFlVz51G8Hz2Altry3jF8iMjQwOMDA14/+Ejp85dpFen1vHOK0/O7Jy5eIXm//vWKnP6/GXy5Izcdfu/HXvJkdWFbC6xV2biIqp4IipUZy5eUQ2J/8nfn2u37tKwTtSvQ4Dw/R7TPo1vvnGO5eMnTp2/TK8OLUhva41FOjPOXLyq2naf/AO4dvseDWtH/SoQCO/VMXb6vxw8foalM8ZG+pEeGBjekybq74f4j7YY/XU68nnx394j5HBxIut33Vs1FfA5kKfevtQo962L6if/z7QfPBE93VTMGtYz3iNGfy/8O/TH7xStGLfRyzdveffRX1W501SY8u03gb2VOVbp0uD5Qr2X1RNvX4rlTfgz+4l53sSU5x8tDi2G0XUbjUrfvn0ZMGCAqkuoq6srT548Ydy4cbRo0UI1or+Pjw+2tt9u6vv4+ODm5qZxmaRiKBLNnDlzKFasGAULFmTkyJHkzp2bkJAQ9u/fz7x587h9O+qBBxLKxcWFlStXkj9/fj58+EDfvn0xNIz8bMH3ojsZg6JIC1CqUF4Wrt2OraU5zo723Hn4hJWb91K7ovqdzk8Bn9l3/Bx9/o76h/TfAydQrmg+GtcIrzjMWLqeYvlzY2tljn9AILuPnObC9TvMHxU+uE5qYyPqVCzJ5IVrSJPaBBMjA8bNX0We7JnJky3+FcNSBfKwcP1ObC3T4ZzBnjuPvFi5ZR+1K3xrwWlZtzJ9J84nX64sFHTNxslLNzh67iqLx/ZTpRk0dRHW5mZ0b1EPgP9VKcPaHYeYsHANjauXw+uFD4s27KJJ9fCWEGMjQ1x+aPUwNNAnjalJpOkax1I4HwvWbMHWyhxnRwfuPPBkxX+7qP21G5GJsRH5c2dn6kIPDPT1sLWy4ML122w/cIy+7b+9N2vQxLlYmZvRo034vpu3ahN5srngYG/Nx08BLNuwHW/fV9T7+myKlpYWzepU4d/VW8hgb4O9jRWzl23A0tyMshq8ZiHaeIoUYMGqjdhaWeDslIE79x+xYsN2alf59izt3iOnSJfWFBsrC+4/8mLC7MWULVaQot8NuDNo7AysLM3p0bYZ+np6uDip/8iKqPx9P12TfOMcTxKcO8ZGhrhkjOY4+jr9mbcve46dpWi+XJilMcXntR+LN+xAX0+X4t91P4tTLEXcWbD6v/B9kzF9+LG2aQe1v7bkhh9rOZi6YBUGenrYWlty4dottu8/St8O3+7oDho/GyuLdPT4O7xbaOnC7qzYtJPsmZ1wzeaC14uXzF62jlKF3VWV3L/qVaN59yEsXP0flUoV5fqdB2zadZChPdvFK5YIJ89eRFEUMmZIj9ezF0yZsxinDOmpXS28C/n7Dx/xfumL7+s3ADz+OgCLhbkZFubhrQcDR03GysKcnh1bAdCsYS1ade7HsjWbKFm0ILsPHOXmnfsM76/+eoBP/v7sO3ycPl3aJigGTePR0tKiecPaLFi+Fsf09uGveFi4EisLc8qV+PbMa5tuAyhXsihN6tcEoHSxQixcvhZbaysyOzly+94DVqz7jzpft5Gm+cY5lnOXwmNxsMfruTdT5i3DKYM9tauWD19ng5osWLEex/R22NtaM3uxB1bm6ShX/FuLVZsegylXojBN6oU/bz962nx2HTjGzLH/YGxkqHpGzMTECAN9fZwc05PB3paRk+fQp1Nr0qRJzaHjZzh94Qpzxsf/ufBShdxYsHZb+LnjaM+dB09Y8d8eav8wyNQn/8/sP36OPm2bRJnP3wPGUbZofprUDP8OnbxwNaUK5cXO2oJXb94yZ9V/6GhrU6VUEVV+7f+ZwOegYMb37YB/wGf8Az4DYJbGNF43IwFK5Xdl4aa92Fqa4exgy53Hz1i5/TC1y4Zv+4DPQcxbv4vyRdywSGvK05evmbZyCxlsLCjm9u0Gyd/DZ1KuYB4aVw1/7GHGqq0Uy5sTW0sz/D8Hsvv4BS7cvM/8IeEttVpaWrSoVZ5563aSJaM92TKmZ9uRszx+7sOUPm3iFQskzXkT27UFNLu+/HaS6D2GAQEBqhvuEXR0dFQ97pycnLCxseHgwYOqiuCHDx84e/YsHTt21Hg9UjEUiSZTpkxcunSJMWPG0Lt3b7y9vbG0tMTd3Z158+Yl2XoXL15Mu3btyJcvHw4ODowdO1Zt1NLEMLBDM2av/I8xc1bg9/4DlunSUr9KaTo0qa2Wbs/R8GHCq5SOuivJM29f3r7/NiqZ3/uPDJ6ykFd+7zAxNiSLkwPzR/WhyHcjXfZr1wRtLW16jZlF8JcvFHN35Z9OfyUsnvZNmO2xhTHzVuH3/mN4PJVL0aFRTVWackXyMaRTcxZv2MWEBWvIaG/D1IGdyJfz2/twXr7yU7sLbGOZjvkjezJx0Trqdx2GlbkZTWuUp3W96O9gJ9Sgzi2ZvXw9o2ctxe9rt876VcvRsVk9VZpJg7oxfclaBoyfzfuPn7C1sqRry//RsPq3h7S9fV+r3SX/8NGf4dMX8vrtO0xNjMnh4sTK6SPUuvO1bliDz4FBjJi+iI+fAsibKyvzxw5I0B3pQd3+ZvaS1YyesQC/tx+wtDCjfo2KdPyrgSrN6zdvmTR3afgL483TUqNiaTo0b6CWj7fva7S04/ajR5N84yqpzp3Y6OnpcunmPVZt3ceHT/6Yp02De66srJgyJMZXrsRkUJfWzF62jtEzF3091tJRv1oFOjb/9kL2SYN7MH3xagaMmxl+rFlb0rV1YxrW+NaKHL5vvh1r7ZrVQ0tLi1lL1+L72g+zNKaUKuJOt+9aanNly8z0EX2Yvmg181duwt7Win4dW6gNfBMfHz/5M33+UnxevSaNaWoqlCpOt/YtVF3tDh8/w+Cx3wYs6jss/Hm0jq2b0rlN+PvZvH181a4DeV1zMGF4f2YtWM6Mf5fhmN6emeOGqN5hGGH3gaMoClStUDpBMcQlntZNG/D5cyDDJ87k46dP5Mudk/lTRqk93/j0uTdv339Q/T2oZ0dmLVzB6Mlz8PvadbNBrap0bPWt8qJJvnGPJYDpC1aEx5I6NRVKFaFb2+bfYmlSl8+BgQyfPIePn/zJ55qD+ZOHq8fy4qVaLOu27AagVbdBausaPbA7tauUQzdVKuZNHMa0f5fTeeAoPn8OxMHeljGDelAyhne+xmZQx7+YvWITo+csw+/dByzTmVG/ahk6NlF/1m/30dMooOpy+qOn3r68+/BtxHGf1370nzCXdx8+YZYmNflyZsFj2jDSfT3Hbz/05NrXZzKrtlH/XbBn2VTs49niPvDvBsxes4MxC9bh9+ETlmZpqF+hGB0ahH/XaWtrcf/Jc7YdOcvHgM9YmaWhSJ5sdGlcXe21Es9evubtx+9/E3xi8KwVvHr7ARMjA7I42jN/SCeK5PlWmWxevQzBwV+YtHQT7z8FkDWjPf8O7YKDTfx7DyTFeRNbnqDZ9eW3k0TvMaxRowZjxowhQ4YM5MyZk8uXLzN16lRatw5vgdXS0qJHjx6MHj0aFxcXnJycGDJkCHZ2dtSuXVvj9WgpCRlVQIg/TNDD6N//9LvRdy5M0L0TyV2MRKGfpTjBTxL33ZTJSc8xH8Ev/pwhu/Xscv4x546+c2GCn15N7mIkGj2HPHx5/Sj2hL8JXYtMf0w8uhaZ+OKj+aslfnW61lkJfnQuuYuRaPQyFSToxv7kLkai0M9V4Y85byD83PlVfd45XeO0htV6aJz248ePDBkyhM2bN+Pr64udnR2NGzdm6NCh6H29GR3xgvsFCxbw7t07ihcvzty5c8mSJUssuX8jLYZCCCGEEEIIkVBJ1JU0derUTJ8+nenTp0ebRktLi5EjR6q90i2upGIohBBCCCGEEAkVGr/BzX4VUjEUQgghhBBCiIRKomcMfxapGAohhBBCCCFEQiVRV9KfRSqGQgghhBBCCJFQ0mIohBBCCCGEECmcVAyFEEIIIYQQIoX7zd8CKBVDIYQQQgghhEgoaTEUQgghhBBCiBROKoZCCCGEEEIIkcLJqKRCCCGEEEIIkcKFhiZ3CRJEKoZCCCGEEEIIkVDSlVQIIYQQQgghUjipGAohhBBCCCFECifPGAohhBBCCCFEyqaEyXsMhRBCCCGEECJlk66kQgghhBBCCJHCSVdSIYQQQgghhEjhpCupEEIIIYQQQqRw0pVUCCGEEEIIIVI4qRgKIYQQQgghRAoXGprcJUgQqRgKIYQQQgghRELJM4ZCCCGEEEIIkcLJqKRCCCGEEEIIkcL95i2GWoqi/N4RCCGEEEIIIUQy8x/XQuO0xgOXJ2FJ4kdaDIX4jplJ5uQuQqJ5++kBxkYZk7sYicI/wBNDQ8fkLkai+fz5CQYGGZK7GIkmMNDrj9k/nz8/+WPOG/gzz50/Zf/4B3j+MbFAeDymxpmSuxiJ5oP/oz/mOh0Y6EWNDNWTuxiJZrvXjuQuQvR+8xZDqRgKIYQQQgghRELJM4ZCCCGEEEIIkcJJi6EQQgghhBBCpHDygnshhBBCCCGESOHkBfdCCCGEEEIIkcJJV1IhhBBCCCGESNkU6UoqhBBCCCGEECmctBgKIYQQQgghRAonFUMhhBBCCCGESOHkPYZCCCGEEEIIkcJJi6EQQgghhBBCpGyKVAyFEEIIIYQQIoWTiqEQQgghhBBCpHAh8oJ7IYQQQgghhEjZpMVQCCGEEEIIIVI2Rfm9K4bayV0AIYQQQgghhPjthSmaf+Lo+fPnNGvWDHNzcwwNDXF1deXChQuq+YqiMHToUGxtbTE0NKR8+fLcv38/TuuQiqEQQgghhBBCJFQSVQzfvn1LsWLF0NXVZffu3dy6dYspU6ZgZmamSjNx4kRmzpzJ/PnzOXv2LMbGxlSqVInAwECN1yNdSYUQQgghhBAigZLqdRUTJkzAwcGBpUuXqqY5OTl9W6+iMH36dAYPHkytWrUAWLFiBdbW1mzZsoVGjRpptB5pMRRCCCGEEEKIhIpDi2FQUBAfPnxQ+wQFBUWZ7bZt28ifPz8NGjTAysqKvHnzsnDhQtX8x48f8/LlS8qXL6+aliZNGgoVKsTp06c1Lr5UDIUQQgghhBAiocI0/4wbN440adKofcaNGxdlto8ePWLevHm4uLiwd+9eOnbsSLdu3Vi+fDkAL1++BMDa2lptOWtra9U8TUjFUPx0WlpabNmyJdr5R44cQUtLi3fv3v20MgkhhBBCCJEQSpii8WfgwIG8f/9e7TNw4MAo8w0LCyNfvnyMHTuWvHnz0q5dO9q2bcv8+fMTtfwpumLYsmVLateuHWn6r1QxKV26ND169FCbNmPGDPT19Vm7dm3yFCoGL1++pGvXrmTKlAl9fX0cHByoUaMGBw8e1DiPokWL4u3tTZo0aZKwpAnX+u8mnDizgycvrvDkxRX2HtxA+QolY1ymQ6eWnLu0jxevbnDjznHGjP8HfX091fyixQqwZv0Cbt0/ydtPD6havXwMuSWePn06cez4Vl763MDT8wJr1y3AxSWTxsvXr18D/wBP1q5boDbdP8Azyk+PHu0SOwQ1ffp04sSJbfj63uTJk4usXx97PNmzu7BmzXzu3DnB589P6NKldaQ0xYoVZOPGxTx6dI7Pn59Qo0bFpApBTfHiBdm0aQmPHp0nMNBLo/Xq6ekxYkRf7t07xfv397l79yQtWjRUzc+ePQtr1szn7t2TBAZ60aVLm6QMQSU++wagbt2qXLlykLdv73L+/F4qVSqjmpcqVSpGjx7A+fN7ef36No8enWPRoqnY2lolZShA/M6d7Nld8Fg9j1u3T+Af4EnnzpGPNW1tbYYM7cXNW8d5/eYO128cpf+ArkkVhkpS7B+Az5+fRPnp2bN9UoUSr31Ts1Yljp/YxvMX1/B9dYvTZ3bRuHEdtTTGxkZMmTqCe/dP8/rNHS5c3E+bv5smWRwR4hNPy1aN2Ld/Pc+eX+XZ86vs2LEK9/x5ok0/Y+aYaI/JxNbm76acOruLZ95XeeZ9lQOHNlKhYqkYl6ldpwoXLu3H981tTp/bTcVKpdXm16hZiS3bluPpdZEP/o9wzZ09CSNQlxTXaYC6datx9eoh3r27x4UL+yKdW4khZ8GcDFkylGXnl7PdaweFKxZWm29gZED7kR1YenYZG+9tYs7BuVRuViXGPDNkycDA+QNZdHIx2712ULNNzUhptLW1adq7GYtOLGLjvU0sOL6Q/3XT7Fm4X1aIovFHX18fU1NTtY++vn6U2dra2pIjRw61admzZ8fLywsAGxsbAHx8fNTS+Pj4qOZpIkVXDH9Hw4YNY9CgQWzdulXjB0l/Fk9PT9zd3Tl06BCTJk3i+vXr7NmzhzJlytC5c2eN89HT08PGxgYtLa0kLG3CvXj+khFDJ1GmRC3KlqzN8WOn8Vg3n2zZXaJMX79BDYaN7MvEcbMo5F6Jrp0GUqdeVYYM76NKY2RkyI0bt+nba/jPCeKr4iUKseDflZQpXYcaNZqjq5uKbdtXYGRkGOuyGTKkZ+y4QZw4cTbSvExOBdQ+Hdr3JSwsjC1bdidFGColShRi/vwVlCpVm+rVm5EqlS47dqyMMR4jI0MeP/ZiyJAJeHv7RpnG2NiI69dv06PHkKQqejRlM+L69Vv06DFY42U8POZSunQxOnToR+7cZfjrr67cu/fouzwNePzYi8GDx0cbb1KIz74pXNid5ctnsXz5egoXrsb27ftYv34BOXJkAcL3nZtbLsaPn0mRItVo1Kg9WbJkYsOGxUkeT3zOHUMjQzwfezF0yARevox62/fq3YG//25Gr15DyZe3PEMGj6dnz/Z07NgyiSIJlxT7ByBjxvxqn3bt+hAWFsbmzbuSLJb47Ju3fu+ZOHEOZcvUoVDByqxcsYH5/06ifPlvN/3GTxhMhQqlaNO6J/nylmfOnCVMnTqCqtWS9kZefOIpWaIwGzZso2qVxpQtU5dnz73Ztm0ltnbWkdLWqFmJggXz8uKF5t3OEuL5c2+GD51IqeK1KF2iNkePnmbNun+j/Q4tWCgfS5bNYMWK9RQvWp2d2/exeu18sn93nBkbG3L61AWGDpnwU2L4XlJcpwsXdmfFilksW7aOQoWqsn37XjZsWKh2biUGAyMDHt96xPzBUbc+tRn6N/lK52NK9yl0KtuRbYu30mFkBwpWKBhtnvoG+rz0esny8cvx8/WLMk29jvWo2rwK84fOp1PZjiwbt4y6HepSo1WNRIkrOcSlxTAuihUrxt27d9Wm3bt3D0dHRyB8IBobGxu1hpgPHz5w9uxZihQpovF6tJTf/U2MCdCyZUvevXsXqVvjkSNHKFOmDG/fviVt2rQAbNq0iaFDh/LgwQNsbW3p2rUrvXv3Vi2TMWNG2rVrx4MHD9iwYQNmZmYMHjyYdu2+tYycOnWKTp06cefOHXLlysXgwYOpU6cOly9fxs3NLcoyli5dGjc3N6ZNm0a3bt1YtWoVO3fupGjRokB40/Lo0aNZsGABr169Inv27IwfP57KlSsD4ZU1JycnNm3axKxZszh79iwuLi7Mnz9f7UBZuHAhI0eO5M2bN1SqVIkSJUowcuTIOLWaVq1alWvXrnH37l2MjY3V5r179061LbW0tFi4cCE7d+5k79692NvbM2XKFGrWrBnl9l+2bBk9evRg3bp19OjRg6dPn1K8eHGWLl2Kra0tAOfPn2fQoEFcvnyZL1++qLZZvnz5NC4/gJlJ5jil/9EjrwsMHTyBVSs2RJo3ccowsmR1pnb1v1TTRo0dSP78eahSMXIl/+2nBzRt1IFdOw7EqyxvPz3A2ChjvJa1sEjHE69LVKzQkJMnz0WbTltbm33717NixXqKFS1ImrSmNPpf9K2Ba9ctILWJMdWqxe3uun+AJ4aGjnFa5nsWFul4+vQy5cs3iDGeCHfunGD27CXMnr0k2jSfPz+hYcO2bN++L87l+fz5CQYGGeK8HEBgoBcNGvwd43orVCjFypWzyZ69OG/fvo81z7t3TzJr1hJmz45fRSow0Cve+0eTfbNy5WyMjIyoV+9bK8bRo5u5evUW3br9E+Uy7u65OXFiO1myFOHp0xcal+fz5yfxPm9A83Mnwq3bJ5gzewlz5qgfaxs3LcbX9zWdOvZXTfNYPY/Az4G0adNT4/L8jHMnPvtn/foFmJiYULVqkziVJyH7J677JsLJUzvYs+cQo0ZOBeD8+b1s3LSDCeNnqdKcOLmdffuOMHLEFI3z9Q/w/KnHGoRfs5+/uErvXsNYvfo/1XRbO2uOHt1CrZp/sem/pVEek7HxD/DE1FjzniZRefL0EoP/Gc/KFesjzVu6fCbGxkY0rP+3atrBw5u4du02PburV8YyZLDnxu3jFCtSjevXbserLB/8HyX7dXrlyjkYGxtRt24r1bSjR7dw7dotunYdFKfy1MhQXaO02712MObv0ZzZd0Y1bfb+ORzffpx1M7/1VJu2czoXD19g1eRVsea56ORiti3ZyrbF29SmD106lLev3jGr30zVtIHzBxIUGMzUHtGfS9u9dmgUS3J4W6+0xmnNNh3ROO358+cpWrQoI0aMoGHDhpw7d462bduyYMECmjYN/001YcIExo8fz/Lly3FycmLIkCFcu3aNW7duYWBgoNF6pMVQAxcvXqRhw4Y0atSI69evM3z4cIYMGcKyZcvU0k2ZMoX8+fNz+fJlOnXqRMeOHVW1+w8fPlCjRg1cXV25dOkSo0aNon///lGsLbKQkBCaNWvGxo0bOXr0qKpSCOHdSqdMmcLkyZO5du0alSpVombNmpFeaPnPP//Qp08frly5QpYsWWjcuDEhISEAnDx5kg4dOtC9e3euXLlChQoVGDNmTJy2kZ+fH3v27KFz586RKoWAqlIYIeLAvnbtGlWrVqVp06b4+UV9RwkgICCAyZMns3LlSo4dO4aXlxd9+nxrafv48SMtWrTgxIkTnDlzBhcXF6pWrcrHjx/jFEd8aWtrU7d+NYyMjTh/7nKUac6duYSbWy7yuecGwDGjAxUqlWL/vqM/pYxxYWqaGoC3b9/FmG7goO68evWGFcsjf4n/yMrKgsqVy7B8+brEKGKcaBrPn6J69QpcunSdXr068vDhOa5fP8K4cf9gYBB1F5XkpMm+KVQoH4cPn1Cbtn//MQoViv7Gj6lpasLCwnj37kOilFNTiXWsnTlzkdKli5E5c/hw5K6u2SlaJD/79h1JYAnjJin2T/i1oOxPvxbEZ9+ULl0UF5dMnDzxreJ15uxFqlUrr2p1K1myCJkzO3HwwPFELW9s4hOPkZEhurq6+H23jJaWFosXTWP6tAXcvh23l2EnFm1tberVr46RsSHnzl2KMk3BQvk4cvik2rSDB45TsFDen1HERKfJdbpw4XwcOqR+bh04EPO1LyncvnibQhUKks7aHADXIq7YOdlx+VjUv3c0zvfCbfIUy4Odkx0AGbM7kb1ADi4euZjgMieXpGoxLFCgAJs3b2bNmjXkypWLUaNGMX36dFWlEKBfv3507dqVdu3aUaBAAT59+sSePXs0rhSCvMeQHTt2YGJiojYtNDRU7e+pU6dSrlw5hgwJ7z6WJUsWbt26xaRJk2jZsqUqXdWqVenUqRMA/fv3Z9q0aRw+fJisWbOyevVqVUuZgYEBOXLk4Pnz57Rt2zbWMkYMR3v16lWyZcumNm/y5Mn0799f1a10woQJHD58mOnTpzNnzhxVuj59+lCtWjUgvFKWM2dOHjx4QLZs2Zg1axZVqlRRVbSyZMnCqVOn2LFD8zsyDx48QFGUSOWLTsuWLWncuDEAY8eOZebMmZw7d07V0vmjL1++MH/+fJydnQHo0qULI0eOVM0vW7asWvoFCxaQNm1ajh49SvXqmt0li48cObOw9+AGDAz08f8UQPPGHbl750GUaTdu2E46CzN271+LlpYWurq6LFnkwdTJ85KsfPGhpaXFxElDOXXqPLdu3Ys2XZEi+WnRoiFFClfVKN+mTevx8aM/W7fuTayiakRLS4tJk4bFGs+fxMkpA0WL5icwMIj//a8t5ubpmDlzNObmZrRr1yf2DH4STfeNtbUlvr6v1ab5+r7G2toyyvT6+vqMHj2Q9eu38fHjp0Qtc0w0PXc0MWXyPExTp+bylYOEhoaio6PDiOGTWbduayKVNnZJtX+aNQu/FmzZsidRyxuTuOwbU9PU3H9wBn19PUJDw+jZY7Daj/PevYYze/Y4Hjw4y5cvXwgLC6NL54FxaoVMqPgea6NGD8Db24fDh75VsHr37khISAhz5y6NYcmkkSNnVg4c2oiBgT6fPgXQNIbvUGtrizgdZ786Ta7T4efWK7XlfHxe/fSY/x06ny7ju7L8/HJCvoSghCnMGjCLm+duJijfjXM3YpTaiHmH5xMWGoa2jjYrJ63k6JYjiVPw5BCWdFlXr149xt+0WlpajBw5Uu33cVyl+IphmTJlmDdP/Yf52bNnadasmerv27dvq14WGaFYsWJMnz5d9YUNkDt3btV8LS0tbGxs8PUNf37k7t275M6dW63WXrBg9H2zv1e8eHGuXLnCkCFDWLNmDalShe+2Dx8+8OLFC4oVKxapbFevXlWb9n3ZIrpf+vr6ki1bNu7evUudOuoP1xcsWDBOFcO49kj+vjzGxsaYmpqqtlVUjIyMVJVCCI/h+/Q+Pj4MHjyYI0eO4OvrS2hoKAEBAaqHcn8UFBQU6V0x0T3wG5P79x5TsmhNTE1NqFW7CnMXTKJ65SZRfrEVK1GIXn060qfncC5euIJTJkfGTxxCn/6+TJ4wJ4rck8e06aPIkSMr5cvXjzaNiYkxixZPo0vngbx581ajfJv/1ZB167ZE+46epDJ9+ihy5sxCuXLRx/On0dbWRlGgZctufPgQ3mrer98o1qyZT7du/xAY+HP3QXSSYt+kSpWKVavmoKWlFW03xqSiybmjqXr1qvO/RrVo1bI7t2/fI3fuHEyYOBRvbx88PDYlQmljl1Tnzl/JcC2Iy775+PETRQpXxcTEmNKlizJu/BAeP37K8ePhXes6dmxBgYJu1K/fhqdezylWvCBTp40Mr3D90KKVVOJzrPXu3ZH69WtQpXIj1bZ3y5uLTp1bUbRotaQqaozu33tE8SLVMTVNTa06VZj/7ySqVG4cbeXwT/K7XKcBarSsQda8WRnZeiSvnvmSs1AuOozqgJ/PG66euBp7BtEoXr0EpWqXZnLXyXjde0KmnJn4e1hb/HzecGjjoUSM4OdRkrBi+DOk+IqhsbExmTOrP1f27NmzeOWlq6ur9reWlhZhYQk/QlxdXZkyZQrly5fnf//7H+vWrVNVDuNTtohBXRKjbBFcXFzQ0tLizp07cS5PRJliKk9U6b+vjLZo0YI3b94wY8YMHB0d0dfXp0iRIgQHB0eZ37hx4xgxYoTatGHDhmlU9u99+fKFx4+eAHD1yk3yurvSoVMLenaLPDjJP0N6sH7NFlZ+7XZ56+Y9jI2MmDZrNFMmzo1z5TopTJk6gipVylKxQkNePI9+AIJMmRzJmNGBDRsXqaZpa4f3TH//4QFuecry+PG3SnnRogXImtWZFn91SbrCR2HatJFUrVqO8uUb8jyGeP40L1/68uLFS9WPDYA7dx6gra2Nvb0tDx96Jl/hvorLvvHxeYWVlYXaNCsrC3x81O+kp0qVCg+POWTIYE+VKo1/amuhpueOpsaMHciUKfPYuHE7ADdv3sUhgz29+3T6KRXDpNg/AMWKFSBr1sw0b/7zrgVx3TeKovDo63X92rVbZM2WmT59OnH8+BkMDPQZPqIvjRq1Z++ewwDcuHGH3Llz0L1Hu59SMYzPsda9e1t69e5I9epNuXHj2/d0saIFsbQ05+7dU6ppqVKlYtz4f+jcpTU5shdP9PJ/78uXL6ptfeXKDfK556Zjp5b06BZ5ABcfn9caH2e/A02u0+HnlnrroLW15U+NWU9fj+b9/mJsuzFcOHQBAM87nmTK4USddnUTVDFs9U8rNs7dyPHtxwB4cvcJlvZWNOjU4LetGCZli+HPIM8YaiB79uycPKl+sT958iRZsmRRtRbGJmvWrFy/fl3tDun58+c1LoObmxsHDx7k2LFjNGzYkC9fvmBqaoqdnV2UZftxSNvYyvZjWeJSNoB06dJRqVIl5syZg7+/f6T5Sf3qj5MnT9KtWzeqVq1Kzpw50dfX5/Xr19Gmj8u7Y+JCW1sbPT29KOcZGhpGqvyGhoV3W/4VRmCdMnUENWtWomqVJjx5EvPNkbt3H1Igf0WKFK6q+uzceYBjR09TpHBVnj3zVkvfosX/uHTpGtevx28QgPiYNm0kNWtWonLlxjx58vSnrfdXcPr0BWxtrTE2NlJNc3FxIjQ0lOfPvWNY8ueI6745e/YSpUur94woV64EZ89+exYpolLo7OxEtWpN8fN7l9jFjlZczh1NhV8v1G8WhYWGoa2d9NeKpNg/EVq0+B8XL/68a0Fi7BttbW30vr5WSFdXFz09vUjPB4WGhqH9E67j8YmnZ8/29B/Qldq1WnD50nW1eWvW/EehgpXVruUvXrxk+rQF1Kr5VzQ5Jh1tbS21Vzh979zZS5QqXVRtWpmyxTh3NmHPuSUXTa7TZ85cokwZ9XOrbNniUZ5bSUVHVwddPd1Ix3xYWMKvR/qG+ig//C4KCwtDS/v3rZ4oYZp/fkUpvsVQE71796ZAgQKMGjWK//3vf5w+fZrZs2czd+5cjfNo0qQJ//zzD+3atWPAgAF4eXkxefJkQPNKQZ48eTh06BDlypWjYcOGrF+/nr59+zJs2DCcnZ1xc3Nj6dKlXLlyBQ8PD43L1rVrV0qWLMnUqVOpUaMGhw4dYvfu3XGurMyZM4dixYpRsGBBRo4cSe7cuQkJCWH//v3MmzeP27eT7oeAi4sLK1euJH/+/Hz48IG+fftiaBj9EN76+vrx6jr6vaHD+3Bg/1GePn1B6tTG1G9Qk+IlClGvVvjoYfMWTML7hQ8jh4fv5z27D9GpS2uuXbvFhfNXyZTJkUGDe7Jn9yFVhdHY2AinTN9GEHR0dCCXa3bevX0XqbKVmKZNH0XDhrX4X8O2fPrkr3p+4f37D6ruLAsXTuHFCx+GDZtIUFBQpOda3n8d5OPH6alTm1CnblUGDozbgEYJMX36aP73v5o0aBB9PIsWTeXFi5cMHToRCP/Bl/3rMOl6enrY2dmQO3cOPn3yV93RNjY2wtk5o2o9GTM6kDt3Dt6+fRenkS/jKrb1jhrVHzs7G9VolWvXbmHgwG4sWDCFUaOmYmFhxrhx/7B8+XpV/N/Hq6urh52ddaR4k0J89s2cOUvZt28d3bu3ZffuQzRoUIN8+Vzp3HkAEF4pXL16Hnnz5qJu3dbo6Oio8vXze8eXL1+SLJ64njvw47GmG+W2373rIP36debp0+fcvnWfPG456dK1DSujGPE4MSXF/omQOrUJdetWY8CA0UkaQ4T47Js+fTpx6dI1Hj16gr6+HpUqlaFx4zp0/zrq5cePnzh27Axjxgzk8+dAvLyeUaJEYZo0qZvkccUnnl69OjB4SE9ateyOl9cz1TKfPvnj7x+An9+7SDdRvnwJwcfnFffvPyIpDRvRl/37jvDs6QtMUpvQoGFNSpQoTJ1aLQH4d+FkXrzwYcSwSQDMm7uM3XvX0KVbG/buOUz9+jXIm8+Vbl2/dRk3M0tDegc7bG3DBwaKeM+jj88rfH2iv1mcGJLiOj1nzhL271+vOrcaNqyJu3vuSOdWQhkYGWCb0Vb1t7WDNU45nPj07hOvXrzi+unrtPqnNUGBwbx67kuuQrkoU68si0d+6zXUc1ov3rx8w4oJywFIpZsKBxeH8H/rpcLc2hynHE4E+gfi/ST898z5A+do2PV/vHrxCq97XmTK6Uztv2uzf/3+RI3vp/pFK3yakoqhBvLly8f69esZOnQoo0aNwtbWlpEjR6oNPBMbU1NTtm/fTseOHXFzc8PV1ZWhQ4fSpEmTOI0W5OrqqqocNmjQgPXr1/P+/Xt69+6Nr68vOXLkYNu2bbi4RP0eoKgUK1aM+fPnM2LECAYPHkylSpXo2bMns2fPVqWJeO3F4cOHKV26dJT5ZMqUiUuXLjFmzBh69+6Nt7c3lpaWuLu7R3qOM7EtXryYdu3akS9fPhwcHBg7dqzaqKVJwcLSnHkLJmFtY8WHDx+5eeMO9Wq1Uo2alt7BTq2FcPKEOSiKwj9DemFrZ82b137s2X2IUd8Nb+6Wz5Udu79V6sdOCP/CW71qE507aDaKbXy0a9ccgL371EcJbN+uD6tWbfwaj32kFgxN1G9QAy0tLTas3xZ74kTSvn14PPv3q4+W2rZtb1U8Dj/sH1tba86e/fZ+xZ4929OzZ3uOHTtNpUrhgzvly5ebfd9to4kThwKwcuWGJB3Uxd09N/v2fYtl0qRhqvW2bdsbGxsrHBzsVPP9/QOoWrUp06aN5NSpHfj5vWXjxh0MHz5JlcbOzppz574N/tGrVwd69erAsWOnqVjxf0kWS3z2zZkzF2nZshvDhvVhxIi+PHjgScOG7VQ3IezsbFQvk/4+JoCKFf+nejYsKcTn3LG1teb0mW/v7+vRsz09erbn2LEzVKkcfqz17j2MoUN7M336KCwtLfD29mHJktWMGzuTpJQU+ydCg6/XgvU/6VoQn31jZGzItOmjsLe35fPnQO7de0ib1j3ZtOnbM/ctW3RlxMh+LFk6HTOztHh5PWfE8EksWhj7sP0/O56/2zZDX1+f1WvU3083Zsx0xo6ZnqTljY2lpTn/LpyCjY0lHz585MaNu9Sp1ZLDXwf6SZ9e/Tg7d/YSbVr1YMjQ3gwb3oeHDz1p0qgDt787zqpUK8/8f79d55atCH+lyLgxMxg3dkaSxpMU1+kzZy7SokU3hg/vw8iR/XjwwJMGDdom+kBqmXO7MG79ONXffw8LHxjx4IYDTO89nYldJtCifwv6zOyDSVoTXj3zZeXElexe9e0709LOUq31L511Ombu+fZKl7od6lG3Qz2un77OoP+F99D6d+i/NO3TjI6jO5HGIg1+Pn7s8djN2hnfXovxu/lVWwI1laLfY5jcPDw8aNWqFe/fv4+xdSs5tG3bljt37nD8ePjw24cPH6Zu3bo8evQIMzOzZC5d0knoewx/JQl5j+GvJqHvYvvVJOQ9hr+ihLzH8FeT0PcY/mr+xHPnT9k/CX2P4a8mMd5j+CtJyHsMfzVxeY/h7+BXfo+hT5lSGqe1Pvzrva5MWgx/ohUrVpApUybs7e25evUq/fv3p2HDhr9EpXDy5MlUqFABY2Njdu/ezfLly9W6yu7atYtBgwb90ZVCIYQQQggh4k1J/jEjEkIqhj/Ry5cvGTp0KC9fvsTW1pYGDRrE+UXySeXcuXNMnDiRjx8/kilTJmbOnMnff/+tmj9p0qQYlhZCCCGEECJl+927kkrF8Cfq168f/fr1S+5iRGn9+vWxJxJCCCGEEEJESQmTFkMhhBBCCCGESNGkxVAIIYQQQgghUjhFnjEUQgghhBBCiJRNWgyFEEIIIYQQIoWTZwyFEEIIIYQQIoX73d8OLxVDIYQQQgghhEigsBDt5C5CgkjFUAghhBBCCCESSFoMhRBCCCGEECKFk2cMhRBCCCGEECKFk9dVCCGEEEIIIUQKJ6+rEEIIIYQQQogULkxaDIUQQgghhBAiZZOupEIIIYQQQgiRwsngM0IIIYQQQgiRwsnrKoQQQgghhBAihQsNlRfcCyGEEEIIIUSKJs8YCiGEEEIIIUQKJ11JhRBCCCGEECKFk9dVCCGEEEIIIUQKJ11JhRBCCCGEECKFk66kQgghhBBCCJHC/e5dSbUU5Xev2wohhBBCCCFE8jpvX0fjtAWeb07CksSPtBgK8Z1UevbJXYREExL8/I+J50+KBSSeX9mfFAtIPL+yPykWkHh+ZX9SLBAez6/qd28xlIqhEEIIIYQQQiRQqFQMhRBCCCGEECJlk1FJhRBCCCGEECKFC0vuAiSQVAyFEEIIIYQQIoEUpMVQCCGEEEIIIVK0sN/8XQ9SMRRCCCGEEEKIBAqTFkMhhBBCCCGESNl+966k2sldACGEEEIIIYT43YXF4ZMQ48ePR0tLix49eqimBQYG0rlzZ8zNzTExMaFevXr4+PjEKV+pGAohhBBCCCFEAiloafyJr/Pnz/Pvv/+SO3dutek9e/Zk+/btbNiwgaNHj/LixQvq1q0bp7ylYiiEEEIIIYQQCZTULYafPn2iadOmLFy4EDMzM9X09+/fs3jxYqZOnUrZsmVxd3dn6dKlnDp1ijNnzmicv1QMhRBCCCGEECKBQtHS+BMfnTt3plq1apQvX15t+sWLF/ny5Yva9GzZspEhQwZOnz6tcf4y+IwQQgghhBBCJFBYHOp7QUFBBAUFqU3T19dHX18/yvRr167l0qVLnD9/PtK8ly9foqenR9q0adWmW1tb8/LlS43LJC2GQgghhBBCCJFAYWhp/Bk3bhxp0qRR+4wbNy7KfJ8+fUr37t3x8PDAwMAgycovLYZCCCGEEEIIkUBxeb/9wIED6dWrl9q06FoLL168iK+vL/ny5VNNCw0N5dixY8yePZu9e/cSHBzMu3fv1FoNfXx8sLGx0bhMUjEUQgghhBBCiASKy6AyMXUb/VG5cuW4fv262rRWrVqRLVs2+vfvj4ODA7q6uhw8eJB69eoBcPfuXby8vChSpIjGZZKKoRBCCCGEEEIkUJhW0rzgPnXq1OTKlUttmrGxMebm5qrpbdq0oVevXqRLlw5TU1O6du1KkSJFKFy4sMbrkYqhEEIIIYQQQiRQXLqSJrZp06ahra1NvXr1CAoKolKlSsydOzdOeUjFUAghhBBCCCESKL7vJ4yPI0eOqP1tYGDAnDlzmDNnTrzzlIqhEEIIIYQQQiRQXF5X8SuSiqEQQgghhBBCJFB8X1z/q5D3GIpYlSxZktWrV8dpmSNHjqClpcW7d++iTTN8+HDc3NwSVrgf3Lp1i/Tp0+Pv75+o+QohhBBCCBGTMC3NP7+iP7Ji2LJlS7S0tOjQoUOkeZ07d0ZLS4uWLVv+/ILF0dWrV6lZsyZWVlYYGBiQMWNG/ve//+Hr6xsp7bhx49DR0WHSpEmR5i1btgwtLS20tLTQ1tbG1taW//3vf3h5ecVahm3btuHj40OjRo3Upl++fJkGDRpgbW2NgYEBLi4utG3blnv37mkcX58+fTh48KDG6TWRI0cOChcuzNSpUxM13+h07NCCB/fO8OnDQ06d2E6B/G4xlC0L69ct4MG9M4QEP6db178jpRk6pBchwc/VPjeuH03CCNTFJR6AevWqc+P6UT59eMjlSweoUrlspDTDh/Xh6ZNLfHz/gL2715I5s1MSlT6yxN4/2trajBjel/t3T/Px/QPu3j7JP4N6JF0A30mKfRNhzuzx0cacVCSemOMxNjZixvTReD66wMf3D7h29TDt2jZPwgi+ScnXAfiz4vnVv3cSO5a45pnYUvKxBr9+PD9DWBw+v6I/smII4ODgwNq1a/n8+bNqWmBgIKtXryZDhgzJWDLNvHr1inLlypEuXTr27t3L7du3Wbp0KXZ2dlG2hi1ZsoR+/fqxZMmSKPMzNTXF29ub58+fs2nTJu7evUuDBg1iLcfMmTNp1aoV2trfDpUdO3ZQuHBhgoKC8PDw4Pbt26xatYo0adIwZMgQjWM0MTHB3Nxc4/SaatWqFfPmzSMkJCTR8/5egwY1mTxpGKNGT6VAocpcvXaLXTs9sLSMOiYjQ0MeP/Ji0OCxeHv7RJvvjZt3sHdwU31Kla6dRBGoi2s8RQrnx2PlHJYuXUP+gpXYtm0vmzYuJmfOrKo0fft0okvn1nTqMoCixWvgHxDArh0eGr+352fGo8n+6de3M+3b/UX3HoPJlbs0A/8ZS5/eHenSuXVShpIk+yZCrVqVKVQoH8+feydpDN+TeGKPZ/KkYVSqWJoWLbuSK3dpZs5cxMwZo6levcJvF8vvdB340+L5lb93kiKWuOaZmFL6sfarx/OzKHH4/JKUP1CLFi2UWrVqKbly5VJWrVqlmu7h4aHkzp1bqVWrltKiRQvV9N27dyvFihVT0qRJo6RLl06pVq2a8uDBA7U8nz59qjRq1EgxMzNTjIyMFHd3d+XMmTOKoijKgwcPlJo1aypWVlaKsbGxkj9/fmX//v1qy/v5+SnNmzdX0qZNqxgaGiqVK1dW7t27F20MmzdvVlKlSqV8+fIl1niPHDmi2NvbK8HBwYqdnZ1y8uRJtflLly5V0qRJozZt5syZCqC8f/8+2nx9fX0VLS0t5caNG6pp/v7+ioWFhVK7du0ol3n79q2iKIpy+PBhBVAOHDiguLu7K4aGhkqRIkWUO3fuqNIOGzZMyZMnj+rviP02adIkxcbGRkmXLp3SqVMnJTg4WJVmxYoViru7u2JiYqJYW1srjRs3Vnx8fNTKEBQUpOjr6ysHDhyINrbo6Ojaafw5e/aiMnvOEtXfqfTslWfPXigDB42JddnHj72Unr2GRpo+YuRk5fKVG3EqR3SfpI5n3fqtyo4d+9WmnTlzUZn/7wrV3y9evFT69huh+tvMPKvy+fNnpXHTDkkaS1Ltnx079iuLl6xWm7bpvx3KKo+Nv92+0dG1Uxwc8ylPn75QXPOUjjbmlBbPzzjWNInn+o3bytBhE9XSXLh4VRkzdvpvt28S6zrwp8Xzq1zXEut751f4Dk1InnKs/V7x/KoW2TfV+PMr+mNbDAFat27N0qVLVX8vWbKEVq1aRUrn7+9Pr169uHDhAgcPHkRbW5s6deoQFhbe0Pvp0ydKlSrF8+fP2bZtG1evXqVfv35q86tWrcrBgwe5fPkylStXpkaNGmpdNVu2bMmFCxfYtm0bp0+fRlEUqlatypcvX6Isu42NDSEhIWzevBlFifm+wuLFi2ncuDG6uro0btyYxYsXx5je19eXzZs3o6Ojg46OTrTpTpw4gZGREdmzZ1dN27t3L69fv6Zfv35RLpM2bVq1v//55x+mTJnChQsXSJUqFa1bx9yycvjwYR4+fMjhw4dZvnw5y5YtY9myZar5X758YdSoUVy9epUtW7bg6ekZqVuwnp4ebm5uHD9+PMZ1JYSuri758uXm4KFv61AUhYOHTlC4sHuC8nbJ7ISX50Xu3TnFiuWzcHCwS2hxYxWfeAoXcldLD7Bv/xFVeienDNjaWnPw0AnV/A8fPnLu3GUKF0rYNopNUu2f02cuULZMcVxcMgGQO3cOihUtyJ69hxNc5ugkxb4B0NLSYvnSmUyZOo9btzTvAp5QEo9m8Zw+fYHq1StgZ2cDQOlSRcnikon9+5Oui59cB/68eDT1s793kiKWpNw+SbHuP+1Y+5Xj+Zl+966kf/SopM2aNWPgwIE8efIEgJMnT7J27dpI7/2oV6+e2t9LlizB0tKSW7dukStXLlavXs2rV684f/486dKlAyBz5syq9Hny5CFPnjyqv0eNGsXmzZvZtm0bXbp04f79+2zbto2TJ09StGhRADw8PHBwcGDLli1RduksXLgwgwYNokmTJnTo0IGCBQtStmxZ/vrrL6ytrVXpPnz4wMaNGzl9+rQq5hIlSjBjxgxMTExU6d6/f4+JiQmKohAQEABAt27dMDY2jnb7PXnyBGtra7VupPfv3wcgW7Zs0S73vTFjxlCqVCkABgwYQLVq1QgMDMTAwCDK9GZmZsyePRsdHR2yZctGtWrVOHjwIG3btgVQq1hmypSJmTNnUqBAAT59+qQWr52dnWq/JwULi3SkSpUKX5/XatN9fV+RLatzvPM9d+4yrf/uyb17D7G1sWLI4F4cObSZPHnL8ulT0g2oE594bGws8fF9pTbNx+c1NtaW4fOtrb5O+yGN72tsbKwSq+hRSqr9M2HibExNTbh5/SihoaHo6OgwZOgE1qzZnNAiRysp9g2Ed4sNCQlh1uyYbyQlNolHs3i69xjC/HkT8fK8yJcvXwgLC6N9x34cP3E28YP4Sq4Df148mkiO752kiCWptk9SrftPO9Z+5Xh+pl+1wqepP7piaGlpSbVq1Vi2bBmKolCtWjUsLCwipbt//z5Dhw7l7NmzvH79WtUS6OXlRa5cubhy5Qp58+ZVVQp/9OnTJ4YPH87OnTvx9vYmJCSEz58/q1oMb9++TapUqShUqJBqGXNzc7Jmzcrt27ejLf+YMWPo1asXhw4d4uzZs8yfP5+xY8dy7NgxXF1dAVizZg3Ozs6qiqmbmxuOjo6sW7eONm3aqPJKnTo1ly5d4suXL+zevRsPDw/GjBkT4/b7/PlzpApcbK2XP8qdO7fq37a2tkB4i2V0z3nmzJlTrRXT1taW69evq/6+ePEiw4cP5+rVq7x9+1ZtX+XIkUOVztDQUFUBjkpQUBBBQUFq036FPu7ftzxdv36bs+cu8+jBWRrUr8HSZWuTsWQCoEGDGjRuVJdmf3Xm1q175MmTk6mTR/DC24eVKzckd/E0li+vK127tKFAocrJXZRE8afFA9ClcysKFcpH7ToteeL1jBLFCzFrxhi8X/hEuisvRELI944QiUf5RUcb1dQf3ZUUwluYli1bxvLly6PtxlijRg38/PxYuHAhZ8+e5ezZ8DuywcHBQHglIyZ9+vRh8+bNjB07luPHj3PlyhVcXV1VyyeEubk5DRo0YPLkydy+fRs7OzsmT56smr948WJu3rxJqlSpVJ9bt25FGoRGW1ubzJkzkz17dnr16kXhwoXp2LFjjOu2sLDg7du3atOyZMkCwJ07dzQqv66ururfWlrhZ0tEZS629BHLRKT39/enUqVKmJqa4uHhwfnz59m8Obyl5sdt7efnh6WlJdEZN24cadKkUfuMGzdOo5gAXr/2IyQkBCtr9RsNVlaWvPzhblhCvH//gXv3H5E5c8ZEyzMq8Ynn5ctXWFupb2NrawtV+pc+vl+n/ZDGyoKXLyOPrJuYkmr/TBg3hImTZrN+/TZu3LiDh8cmZsxcSP9+XRJa5Gglxb4pXrwQVlYWPH54jsCAJwQGPCFjRgcmTRzKg3tnkiaQrySe2OMxMDBg9KgB9O07gh0793P9+m3mzlvG+g3b6NWzfdIEglwH4M+LJz5+xvdOUsTys7ZPYq37TzvWfuV4fqbfvSvpH18xrFy5MsHBwXz58oVKlSpFmv/mzRvu3r3L4MGDKVeuHNmzZ49UGcqdOzdXrlzBz88vynWcPHmSli1bUqdOHVxdXbGxscHT01M1P3v27ISEhKgqnN+v9/tWrtjo6enh7OysGpX0+vXrXLhwgSNHjnDlyhXV58iRI5w+fTrGytuAAQNYt24dly5dijZN3rx5efnypdr2qFixIhYWFkycODHKZWJ6b2FC3blzhzdv3jB+/HhKlChBtmzZonx1B8CNGzfImzdvtHkNHDiQ9+/fq30GDhyocVm+fPnCpUvXKFumuGqalpYWZcsU58yZi5oHFQtjYyOcMzni7Z20F834xHPm7EXKli2uNq18uZKq9I8fe+Ht7aOWZ+rUJhQsmJczZxNvG0UlqfaPkZEhYWHqreahoaFq3a0TW1Lsm1Uem8jrXh73AhVVn+fPvZkydR5VqzdNslhA4oHY49HVTYWenl6km2ihoWG/3bH2u10H/rR44uNnfO8kRSw/a/sk1rr/tGPtV47nZwqNw+dX9Ed3JQXQ0dFRddeMaqAVMzMzzM3NWbBgAba2tnh5eTFgwAC1NI0bN2bs2LHUrl2bcePGYWtry+XLl7Gzs6NIkSK4uLjw33//UaNGDbS0tBgyZIjaF7qLiwu1atWibdu2/Pvvv6ROnZoBAwZgb29PrVq1oiz3jh07WLt2LY0aNSJLliwoisL27dvZtWuXakCdxYsXU7BgQUqWLBlp+QIFCrB48eIo32sI4a/zqFOnDkOHDmXHjh1RpsmbNy8WFhacPHmS6tWrA2BsbMyiRYto0KABNWvWpFu3bmTOnJnXr1+zfv16vLy8WLs2abqeZMiQAT09PWbNmkWHDh24ceMGo0aNipTO09OT58+fU758+Wjz0tfXT3DX0WkzFrJ08TQuXrrG+fOX6da1LcbGhixbvg6ApUtm8OKFN/8MHg+Et4bmyBHe4qqnp4u9nQ158uTk0yd/Hj70BGDi+CHs2LmfJ17PsLO1YdjQ3oSGhrF23ZYElTUp4pk1azGHDm6kZ4/27Np9gP81rIW7e246dPo2MNHMWYsYNLAb9x88wtPzKSOG9+XFCx+2bt37y8Wjyf7ZsXM/Awd04+nT59y8dRc3t1z06N6OZcuTtrtVYu8bP7+3+Pmp3wD78iWEly9fce/ewySNReKJPZ6PHz9x9Ogpxo8fzOfPgTzxekbJEkVo3qweffqO/K1igd/rOvCnxfMrf+8kRSyx5fkrxfOnHWu/ejw/y6/64npN/fEVQwh/h190tLW1Wbt2Ld26dSNXrlxkzZqVmTNnUrp0aVUaPT099u3bR+/evalatSohISHkyJGDOXPmADB16lRat25N0aJFsbCwoH///nz48EFtPUuXLqV79+5Ur16d4OBgSpYsya5duyJ1nYyQI0cOjIyM6N27N0+fPkVfXx8XFxcWLVpE8+bNCQ4OZtWqVfTv3z/K5evVq8eUKVMYO3ZstLH37NmTIkWKcO7cOQoWLBhpvo6ODq1atcLDw0NVMQSoVasWp06dYty4cTRp0oQPHz7g4OBA2bJlGT16dLTrSyhLS0uWLVvGoEGDmDlzJvny5WPy5MnUrFlTLd2aNWuoWLEijo6OSVYWgA0btmFpkY7hQ/tgY2PJ1as3qVa9Gb6+4Q9rZ3CwU7tBYGdnzcXz+1R/9+7dkd69O3L06CnKVQgfgMg+vS2rVs7B3NyMV6/8OHnqHMVK1OD166hbq5MzntNnLtDsry6MHNGP0aP6c//BY+rVb8PNm3dVaSZNnouxsRHz504kbVpTTp48T7UazSI93/krxKPJ/uneYzAjhvdj1syxWFmZ8+KFDwsXrWLU6Gm/VCya7JvkJPHEHk+TZp0YM3ogK5bPIl26tDzxes6QoRP5d8GK3y6W3+k68KfF8yt/7yRFLLHl+SvF86cda796PD/Lr9pFVFNaSlxHExEpysuXL8mZMyeXLl1K8opWYggODsbFxYXVq1dTrFixOC+fSs8+CUqVPEKCn/8x8fxJsYDE8yv7k2IBiedX9ifFAhLPr+xPigXC4/lVTcnQTOO0vb1WJWFJ4uePf8ZQJIyNjQ2LFy9Weyfjr8zLy4tBgwbFq1IohBBCCCFEfClx+PyKUkRXUpEwtWvXTu4iaCxz5sxq75gUQgghhBDiZ5BnDIUQQgghhBAihfvdnzGUiqEQQgghhBBCJNCv2kVUU1IxFEIIIYQQQogECvvNq4ZSMRRCCCGEEEKIBPpVX1yvKakYCiGEEEIIIUQCyTOGQgghhBBCCJHCyaikQgghhBBCCJHCyTOGQgghhBBCCJHC/d7VQqkYCiGEEEIIIUSCyTOGQgghhBBCCJHCSVdSIYQQQgghhEjhfu9qoVQMhRBCCCGEECLBpCupEEIIIYQQQqRw0pVUCCGEEEIIIVK40OQuQAJJxVAIIYQQQgghEkiRFkMhhBBCCCGESNnkGUMhhBBCCCGESOHkGUMhhBBCCCGESOF+72qhVAyFEEIIIYQQIsGkxVAIIYQQQgghUjh5xlAIIYQQQgghUjgZlVQIIYQQQgghUrjfvcVQS1GU37tqK4QQQgghhBDJrEXGehqnXe65KQlLEj/SYijEd7JbFUzuIiSa277nyG9bIrmLkSgueB//4/bNnxZPXptiyV2MRHH55UlyWhdK7mIkmps+Z8lkkTe5i5FoHr2+jIule3IXI1Hcf3Xxj7sOFLArmdzFSDTnXxyjvEOl5C5GojjwdC+p9OyTuxiJJiT4eXIXIVphv3l7m3ZyF0AIIYQQQgghfndKHD5xMW7cOAoUKEDq1KmxsrKidu3a3L17Vy1NYGAgnTt3xtzcHBMTE+rVq4ePj0+c1iMVQyGEEEIIIYRIoDAUjT9xcfToUTp37syZM2fYv38/X758oWLFivj7+6vS9OzZk+3bt7NhwwaOHj3KixcvqFu3bpzWI11JhRBCCCGEECKBkmpU0j179qj9vWzZMqysrLh48SIlS5bk/fv3LF68mNWrV1O2bFkAli5dSvbs2Tlz5gyFCxfWaD3SYiiEEEIIIYQQCRQWh09CvH//HoB06dIBcPHiRb58+UL58uVVabJly0aGDBk4ffq0xvlKi6EQQgghhBBCJFBcuogGBQURFBSkNk1fXx99ff2Y1xEWRo8ePShWrBi5cuUC4OXLl+jp6ZE2bVq1tNbW1rx8+VLjMkmLoRBCCCGEEEIkkBKH/8aNG0eaNGnUPuPGjYt1HZ07d+bGjRusXbs20csvLYZCCCGEEEIIkUBx6SI6cOBAevXqpTYtttbCLl26sGPHDo4dO0b69OlV021sbAgODubdu3dqrYY+Pj7Y2NhoXCZpMRRCCCGEEEKIBApVwjT+6OvrY2pqqvaJrmKoKApdunRh8+bNHDp0CCcnJ7X57u7u6OrqcvDgQdW0u3fv4uXlRZEiRTQuv7QYCiGEEEIIIUQCJXRQmeh07tyZ1atXs3XrVlKnTq16bjBNmjQYGhqSJk0a2rRpQ69evUiXLh2mpqZ07dqVIkWKaDwiKUjFUAghhBBCCCESLKleVzFv3jwASpcurTZ96dKltGzZEoBp06ahra1NvXr1CAoKolKlSsydOzdO65GKoRBCCCGEEEIkUFxfXK8pRYk9XwMDA+bMmcOcOXPivR6pGAohhBBCCCFEAmlSgfuVScVQCCGEEEIIIRIoqZ4x/FmkYiiEEEIIIYQQCZRUzxj+LFIxFEIIIYQQQogESqpnDH8WqRgKIYQQQgghRALJM4ZCCCGEEEIIkcKF/uZPGUrFUAghhBBCCCESKExaDIUQQgghhBAiZfu9q4Wg/bNWlDFjRqZPn/6zVvdLGz58OG5ubsldjDhZsGABDg4OaGtrJ2g/Llu2jLRp08aYpmXLltSuXTve6xBCCCGEEOJnC0PR+PMr0rhiqKWlFeNn+PDhMS5//vx52rVrl9DyJqrSpUurym9gYECOHDmYO3dukq+3T58+HDx4MMnXE5vQ0FCmTZuGq6srBgYGmJmZUaVKFU6ePKmW7sOHD3Tp0oX+/fvz/PnzGPfj4cOHqVq1Kubm5hgZGZEjRw569+7N8+fPNS7XjBkzWLZsWXzD+mmMjI0YOKonBy9u5fKTY6zeuYhcbtljXKZJ6/rsOLGOy0+OsevUBmo1rBopTaUa5dh5cj1XvI6z9chqSpYrmuhlz1s4D1OXj2f35c1c8D5OqcolVPN0UunQ9Z8OrD20jOMP97H78mZGzPwHC2vzGPNs2bUZy3cv4Oj9vey7vo3JS8fi6OyglubfTTO54H1c7TNwQu9Ejw+SZv9UqFaaDfuWc/b+QS4+Psp/h1ZRs0GVJCn/9+Iay9iZQ7ntey7SZ/uxtao0bbu1YP3eZVx4dJgTN/cwa/kkMjpnSPSy5yuch+krJrDvylYuvzxJ6e+ONYCyVUsxd+00Dt/axeWXJ8mS0yXWPGv8ryqXX55U+5zxPBQpnZOLI9OXT+DYvb2cenSAVXsWYWNvnaB43Au7MWflZA5f3cFNn7OUrVIyUpou/dpx5NpOLnoeZdGGWWRwcogip2/+7taCdXuWcu7hIY7d3M3MZRMj7QsHR3tmLJ3A8Zt7OPvgEFMWjMHcMl2CYonKsUs7efT6cqTPiAkDokyfKlUquvZpx+Hz27j97Aw7j6yjZFn1a1b3fu0j5bf/9H+JXvYfaWtr02NARw5d2MZ1r5McPLeVzr3+jnW5mvWqsO3wGq49OcnJG3sZN2Moac3SqOZnzpqJ2Usncvjidu6/ukjL9o2TMgw18bmuVa9Xic2HPbjkeYxj13cxevpgtXiWb54X5fVivsfURC173kJ5mLp8HLsu/cf5F8coVbm4ap5OKh26/NOBNQeXcezBXnZd+o/hMwbF+r0DYGljwchZg9l/YzvHH+5nzcFlZM+dVTXf0MiQvmN6sOPCRo4/3M+6Iyuo27xmgmJxLZSLUUtGsPbCag483UvRSkUipcmQ2YGRS4az9eZ/bL+7lTk7ZmJlZxltnsUrF2POzllsubGJ7Xe3Mn/PXMrXLZfgfBOiY4cWPLh3hk8fHnLqxHYK5HeLMX29etW5cf0onz485PKlA1SpXDZSmuHD+vD0ySU+vn/A3t1ryZzZKUnKnlxSTMXQ29tb9Zk+fTqmpqZq0/r06RPj8paWlhgZGSW4wImtbdu2eHt7c+vWLRo2bEjnzp1Zs2ZNlGmDg4MTZZ0mJiaYm8d+sUtKiqLQqFEjRo4cSffu3bl9+zZHjhzBwcGB0qVLs2XLFlVaLy8vvnz5QrVq1bC1tY12P/77//buPC6m9Y8D+Gfad1urtEhFukll61qy84vsW3JLdkkURUTKTnZZs15bZV+zpEIqpIVKG6JduVqktJzfHzGMJkozkb7v+5rX6zrzzHOeT2dmzjznOec5e/eif//+UFRUxJkzZxAbG4s9e/YgLy8PmzZtqnHbmjRp8sNRxd/Bqi1L8bdJVyyaswLDe09EcGAYDp72hLwi9y/oCZNHw36pDTw37odZrwnYuWEflq1zRO+BX3aOHTvrwWPvSpw5cRGj+v0D/2tB2HFkI7TaafC07eISYkiMTcL6JVV3/GLiYminpw2vLUcwaeBUOE5dCrU2qth8ZN136zQ07gjfQ+dgPWQm5oy3h5CQEHae2gwxcTGOcmePXcSgDsPZj+0rd/M022f82D7v/svH3q2HYG46FSP6TMS5k5ewetsydO/TjS8ZfjbLmqWb0POv/7EfvfWH4t3bPPhd+nJAqvPfhjhx0BcT/jcVU8fNhbCQIA747IC4hBjXOn+WuIQ4EmKSsNaZ+3eAuIQYIh9EY/uq2r0PCvIL0V/PjP0w7TSa4/lWaso4eGE3XiSlYPooW4zrY4X9mw+jpKTkp7NUtlcc8TGJWLV4I9fnp9r+A4tp4+DmtB7mplPxoagY+7y3QURUpNo6Oxsb4OSh0zA3nYrpY+0gJCSE/d7b2dtCXEIM+3y2g2EYTBkzB5PMpkNYRBie/3qAxWLVKc+3RgyYhC7t+7Mf/4yaBQC4evEm1/ILltjA3Go03Jw3YGD30Thx5DT2HNmE9nptOcrFxyVx1DtuyBSetpubGXZWMJ88Bu7OGzC4+xhsXLkd0+ZawnL6hGpfY9hFHxs83XD6xAWY9hwLu6mL0MFAF6s3u7DLiIuL4fXLNHis3IHsrBy+5/habb8LDLp0wLqdK3Dm+AWY9ZqA+dOc0cFAF+6bl7DL2Fkv4vi+MOs5AWVlZfC7yNsD2OISYkiIScaGJVuqPFe539HCga1H8M+gaXCa5gK1NqrYdHjtd+uUbiIFrwueKCsrw7xJThjf2xJb3T2Rn1fALmO/Yg6Me3fB8rmrMM7kH5za7wvH1fPRa2D3n84iJi6G53HPscNlJ9fnldSUsPXsZrxOeo0F4xwxY+AsHNt2Ah9Lqv8dWfCuACd2nITdiPmYMXAWrvvcgOOmBehkYlSnen/W2LHD4LHRFStXbUbnroMRFR2Lq1eOQ06O++9X426dcPxfTxw6dBKdugzCxYvXceb0AejqfvkucFxoA9s5U2Bjuxh/9zDD+6IiXL18HKKiojxv/6/CMEyNH7+jGncMFRUV2Y8mTZqAxWKx//3+/XtYWFhAQUEBUlJS6Ny5M27dusXx+q9PJV24cCGGDh3Kfm7r1q1gsVjw8/NjL9PU1ISXlxeAytHGAQMGQFZWFk2aNIGJiQkeP37MUT+LxYKXlxdGjhwJCQkJaGlp4eLFiz/MJSEhAUVFRWhoaGDFihUcr+vduzdsbW0xf/58yMrKYtCgQQCAoKAgdOnSBaKiolBSUsLixYtRVlYGoPKUy5YtW6KignNWouHDh2PKlMod4benkn4+ddLDwwNKSkpo0aIF5syZg9LSUnaZkpISLFq0CCoqKhAVFYWmpiYOHDjAfv7p06f43//+BykpKSgoKOCff/5BTk71OywfHx+cPn0aR48exbRp09C6dWvo6+tj3759GDZsGKZNm4b379/j8OHD0NPTAwBoaGiAxWLh5cuXVepLTU2FnZ0d7OzscPDgQfTu3Rvq6uro1asXvLy8sHz5co7y169fh46ODqSkpDB48GBkZGRU+Xt81rt3b9jZ2cHJyQnNmzeHoqJilRHqzZs3Q09PD5KSklBRUYGNjQ0KCwurzV9XomKiGDC0Dzzcd+BRaARevUiF58b9ePXiNcwnj+b6mmFj/wfvo+dw7cItpKak4+r5m/D59zymzbVkl7GcPgH3bofioOcxPE98ie3r9yIu+hkmTh3H0/bfvx2G3eu9EHjtbpXn3he8x5wJDrh1KQApya/x9HEsNizZgvb67aCgLF9tnXYTF+KyzzU8T3iJxNhkrJi/BkqtFKGjz/kDsfhDMXLfvGU/3hcW8TQbwL/t8/D+Y9y6GojniS/x+mUa/t3vjYTYJBh10ed5hrpkKSx4j5zsXPbjr446kGkqjXMnL7HLzJgwD+e9ryAp/jniYxLhbOeOlipK0O3w/dGH2gq+HYpd6/cj4Nodrs9fOX0d+zYfQujdh7WrmGE43kdvc/7jeNrWeQbu+Ydg28pdiH+aiNSUNATduIf/ct79ZJJK926HYPu6vfC/FsT1+X9mTMDeLYcQ4HcHCbFJcLZdAXkFWfT7n0m1dc40n4/z3leQHP8C8bGJWDqvclu079AOAGDQWR/KKkpYarcSiXHJSIxLxpK5btDV10HXnp3qlOdbb3P/43jv9B3YEy+fv0JYcDjX8iPGDcXuLQcQeOseXqek4fghXwTeCsY0m384ypWXlXPU+9/bdzxtNzeGnfXh7xeIwJv3kPY6A36X/BEcGIoOBrrVvsagUwekvcrA0f2nkPoqHeFhkTh19Cw6GH55zZPIWKx324Yr52/w5Qd5dX7mu6BjJz2kvc7AMS8fpL1Kx+OwKHgfPQc9g/bsMnnv8jm2zd8mXVD8oRjXL/G2Y3g/IAx7Nngh0I/7fsd2wgKO/c7GpVt/uN+xmmOBrPRsuNuvQ2xkHNJfZyAs6CHSUtLZZTp0+gtXfP3wOCQSGamZOHf8EhJjk9H+ByOt3/Mw8BEObTyCYL/7XJ+f4jQZYbcfYP+aA0iKSUZGSgZCbobiXW5etXVGhUYj2O8+XiW9RkZKBs4dPI/ncc/xV2fdOtX7s+znTYfXgRM4ctQHcXGJsJmzGEVFH2A9mfuBlblzp+L69UBs2rwHz54lwXXFRkREPIXNbGt2Gbu507Bm7TZcunQDT57EYbL1PLRsqYDhwwfxvP2/SqMZMfyewsJCmJqawt/fHxERERg8eDDMzMzw6tUrruVNTExw7949lJeXA6jsaMnKyiIwMBAAkJaWhuTkZPTu3RsAUFBQACsrK9y7dw+hoaHQ0tKCqakpCgoKOOp1c3PDuHHjEB0dDVNTU1hYWODt27e1yiIuLs4xMnjkyBGIiIggODgYe/bsQVpaGkxNTdG5c2dERUVh9+7dOHDgAFatWgUAGDt2LHJzcxEQEMCu4+3bt/Dz84OFhUW16w0ICEBycjICAgJw5MgRHD58mON0SktLS5w8eRLbt29HXFwc9u7dCykpKQDAu3fv0LdvXxgYGODRo0fw8/NDVlYWxo2rvjNx4sQJaGtrw8zMrMpzCxYsQG5uLm7evInx48ezO/kPHjxARkYGVFSqnhbl6+uLjx8/wsnJiev6vh4BLCoqgoeHB/7991/cuXMHr169+uGI85EjRyApKYmwsDBs2LAB7u7uuHnzyxFsAQEBbN++HTExMThy5Ahu375dbVt4QVBQEEJCQij55kdBcXEJDLty7ySIiAjjYzFn+ZIPJdAz0IWQkCAAQL+THkLuPOAocy8wFB076fGw9bUnJSOJiooKFObVvLMtJS0JAMj/L59j+f9GDcStmEvwDjiCOUtmQlSc90cK+bV9vtWtZ2eot1HDo9AI3jSci5/J8q3RE4ch5M4DpKdmVltGWqby+yTvHe9/YPCDuKQ4rj46g2vhZ7Hl8DpotP1yOhKLxUKP/n/j1fPX8Dy5Gf5PL+Po1X1VTmPltVZqLSGnIIvQrz7DhQXvEf04Bvq1+AxLS3/eFpWfHRFRYTAMw7FvKin5iIqKChjy8aCEsLAQho81xekTF6otIyIizOW9WYxOXQ04lqlrqCLk6Q0EPrqELXtWo6WyIl/a/LXHD6Ng3LML1DUqT8ttp6sFoy4dccef+495AIh4FA1FZQWY9K8cTWoh1xyDzfoh8FZwta+pLz/zXRD56AkUWyqwL0loIdccg8z64s6t6v8GoycOw9VzN/GhqJh3jf8JNdnv9BzYHXFR8Vi71w3Xoy/g2A0vjJg4lKNM9KOn6DWwO+QUZQEARn8bQFVDBWFBtTwYVUMsFgtd+3ZB6os0rDu2Gr4R3thxcRvX002/x6B7R7Rqo4LosKc8rbcmhIWFYWjYAf63v3TiGYaB/+176NbNiOtrunU14igPADduBrLLt26tCiUlBfjfvsd+Pj+/AA8eRKBbV+51NkRMLf77HfGkY6ivr4+ZM2fir7/+gpaWFlauXIk2bdpUO2LXs2dPFBQUICIiAgzD4M6dO1iwYAG7YxgYGAhlZWVoamoCAPr27YtJkyahXbt20NHRwb59+1BUVISgIM4jtpMnT4a5uTk0NTWxZs0aFBYW4sGDB9+unqvy8nIcO3YM0dHR6Nv3yznRWlpa2LBhA9q2bYu2bdti165dUFFRwc6dO9GuXTuMGDECbm5u2LRpEyoqKtjX6Z04cYJdx+nTpyErK4s+ffpUu/5mzZqx6xw6dCiGDBnCvg4xISEBPj4+OHjwIEaOHAkNDQ3069cP48ePBwDs3LkTBgYGWLNmDdq1awcDAwMcPHgQAQEBSEhI4Lq+hIQE6OhwP1r2eXlCQgLExcXZp73KyclBUVERgoJVfyQnJiZCRkYGSkpK3/szAwBKS0uxZ88edOrUCYaGhrC1tf3hNZcdOnSAq6srtLS0YGlpiU6dOnG8Zv78+ejTpw/U1dXRt29frFq1Cj4+Pj9sy88qel+EiIfRmO0wBXIKshAQEIDZmMHo2EkPcgqyXF9zLyAUYyYNZ48C6OrrYPSk4RAREUaz5k0BALLyLZDzhvNgRu6bt5CV5/21RDUlIiqCuS6zcf38rRqP7rFYLCxwt0Pkg2gkx79gL/c7dxPLbFdi5uh5OLTjGExHD8TKnct43mZ+bR+gssP76EUgotPuY8/xzVi9xAP3g2r2PVNfWb4mpyCLnv2McfpY9WdQsFgsOK90QHhYJBKfPedl8/kiJSkFbvZrMd9qMVxs3cESYOHwpT2QV6o8na65bDNISknAeu4k3A8Iw+zx9gi4egebDq6BkXFHvrVL9tMpVnX5DLNYLCxaZY/HYVFI+rQtosKf4kNRMRYss4WYuCjEJcTguKLylNOavAd+1gDTPpBpIo3Tpy5VW+ZuQAimzJ4EdQ3Vyg65SVcMGtKXo12R4U/hOHc5rMfNwTLHNWilqgzvywchKcXfy0v2bjuMK+dv4HrIGcSmh+HC7RM4vO8kLp65Vu1rHj+IwoLZLti6fy1i08MQGnsTBfmFcFu0nq9trYmf+S6IeBANp9nLsXn/akSn3ce9GD8U5Bdi5eINXMvrGbSHdntNnD5e/cGA+iAiKgLbpbNw47z/d/c7yqpKGG05HK9fpGLuxIU4c+QCFqychyFjB7PLbHTZhucJKbj6+CxCUm5j+/GN2LBkCyLCovjS9qayTSEhJYEJNuPxMPARFls4I9gvGCv2LUeHbt8/QCQpLYFLz87D7/kVrD68Ep7LPfH47uM611tbsrLNISQkVOVU6ezsN1BU4H7asqKiHLKy33Asy8rKYZdXVJD/tOybMtk5UFSsflS4oWnop5Ly5HYVhYWFWLFiBa5cuYKMjAyUlZXhw4cP1Y4YNm3aFPr6+ggMDISIiAhEREQwY8YMuLq6orCwEEFBQTAx+XLaTVZWFlxcXBAYGIjs7GyUl5ejqKioSv0dOnRg/7+kpCRkZGSQnZ393bbv2rULXl5e+PjxIwQFBWFvb4/Zs2eznzcy4jyKERcXB2NjY47rOrp3747CwkKkpqZCVVUVFhYWmD59Onbt2gVRUVEcP34cEyZMgIBA9f1wXV1djg6XkpISnjx5AgCIjIyEoKAgx9/ka1FRUQgICGCPIH4tOTkZ2traXF/HyzclwzA1vtZFQkICbdq0Yf9bSUnph9vp623L7TW3bt3C2rVr8ezZM+Tn56OsrAzFxcUoKiriek1kSUlJlWuNanuO+6I5rli9dRnuPLmKsrIyxEbH48q5G9D91LH41u7NByEr3wKnrh0Ei1X5Y/GC9xVMm2v52973RlBIEOv2uoHFYmHdoppfJ7porQPatGuNacPncCw/d+zLD8zkZ8+Rk5WLPae3QVmtJcepP7zAr+3zvrAIo/pOgoSkOLr17IxF7vPxOiUND+8/5lrvr8jytRHjh6AgrxD+1wKrLbN8vRO02mnAwuz3miCsOtHhMYgOj2H/O+rhE5y5ewJj/hmBXRv2s79rA/3u4vg+bwBAQkwi9DvrYYzlCISHRP6KZteIyzpHaLXVwD/DZrKX/Zf7Dg7TlmDZBidYTBuHiooKXD13EzFRz6pctsBL4yxGIMg/GNmZb6ot475kI9ZsWYabIWfBMAxevUzF6ZMXMXbicHaZIP8vo23PYhMRGf4E9yKvYsjwgfA5fp5v7TcdPgDDRg+Gw8ylSIx/Dp2/tLF01QJkZ77BOe/LXF+jqd0aLqsXwtNjP+4GhEBOQQ6LXOfB3cMZS+av5Ftba6q23wVttFtjyWoH7Np0APcCQiGnIAtH17lYsdEZLvarqpQfbTEM8bGJeBIRy+8o1RIUEsTaz/udxd/f7wgICCAuOh671u0HACQ8TYRGu9YY9c8wXPGtvDxp/JTR0DNqDwerxchIzYRBt45wWmOPnKwcPLjL/RTpuhAQqPwtFHIjBGe8zgEAkmOfo32n9hg6aQiiQ59U+9qiwg+YOdgG4hJiMOhhgFnLZiIjJRNRodF1qpfUn9/1FNGa4knHcOHChbh58yY8PDygqakJcXFxjBkz5ruTtfTu3RuBgYEQFRWFiYkJmjdvDh0dHdy7dw9BQUFYsODLTIVWVlbIzc3Ftm3boKamBlFRURgbG1epX1hYmOPfLBbrhztNCwsLLF26FOLi4lBSUqrSeZOUlKzpn4HNzMwMDMPgypUr6Ny5M+7evYstW6pebF3TtouLi3/3tYWFhTAzM8P69VWPaFY3gqetrY24uDiuz31eXl2Hsrr68vLykJGR8cNRQ25Zf9RJ/d7f5+XLlxg6dChmz56N1atXo3nz5rh37x6mTp2Kjx8/cu0Yrl27Fm5ubhzLXF1dv9uGb71+mQbLEbMgLiEGKSlJvMnOxeZ9q5Gawn0G1pLiErjMX4UVC9eihVwLvMnKwTjLkSgsKGRfH5WTnQvZb2YabCHXHDnZtTslmhcEhQSxbp87FFspYvbYeTUeLXRaPR89+htjxsi5yM6o/gclADx9XPnjQ6V1K553DPmxfYDKgyCvXqQCAJ49TUQbrdaYMW8yXzuGtc3ytdETzXDR9xpKS8u4Pu+ydiFMBvTAP8NnIivj+wdofldlZeWIf5oAldbKAID/3r5DaWkZnie85Cj3PPElDLp04FIDb+S8yQUAyMo1R052Lnt5C7nmeBaT+MPXL11TuS2sRlTdFveDwvC/rqPRtHkTlJeVoyC/EEFPruLaed5+bj5r2UoJ3U26Yvbk75/m/zb3P8yydICIqAiaNWuCrMw3WLTcDq++894syC/Ei+RXUPvBbK11tWjFPOzdXjlqCAAJcUlQVlHCzHnW1XYMZ86zxuMHUfDy/BcAEB+bhA9FH3Dq8gFsWbsbb+p5splv1fa7YMY8Kzx+EI2DnscAAAmf8hy/tB/b1u7Gm6/ep+ISYjAdMRA71u+tlyzcfO4UKiorwGbc/B/ud3Kyc6t8zl8mpqCvaeWBdFExEdgsng7HqUsR7B8KAEiKew5tXU1MmjWBLx3DvLf5KCstQ0piCsfyV4mvOa4X5IZhGKS/rPxMJ8c+h6qmCsxtxyMqNLpO9dZWTs5blJWVQf6bkWh5eTlkZnHfr2dmvoGCPOdoooKCLLt8Zlb2p2VyyMz88v2mIC+LyKgY/CnKGf4drKsPPDmVNDg4GJMnT8bIkSOhp6cHRUVFrhOUfO3zdYb+/v7sawl79+6NkydPIiEhgb3sc/12dnYwNTWFrq4uREVFvzuxSm00adIEmpqaUFZW/u6I3mc6OjoICQnh6MgEBwdDWloarVq1AgCIiYlh1KhROH78OE6ePIm2bdvC0NDwp9uop6eHioqKKqfOfmZoaIiYmBioq6tDU1OT41Fdx3bChAlITEzEpUtVTxHatGkTWrRogQEDBtS4jWPGjIGIiAg2bOB+esq7d+9qXFdthYeHo6KiAps2bUK3bt2gra2N9PTv/1hydnZGXl4ex8PZ2fmn1v+hqBhvsnMh00Qa3ft0g78f90k2PisrK0dWRjYqKipgOmIAAm8Es99PUY+eoFvPzhzl/zbpishH9Xsk8HOnULV1K9iMt0feN9cJVsdp9Xz0/l8vzB47H+mvM35Yvu1flbcmyMnK/UHJn8fL7cMNS4AFERHhap/npdpm6fy3IdQ0VHGmmmvEXNYuRH/T3rAeZYO0V/zpYNQHAQEBaLZrw34flZWWITYyDmrf3PJBTUMFGd+5zrKuUlPS8SYrB12/+gxLSkmig6Euon7wGV66ZiH6mZpgyug5SHtV/Wfn3ds8FOQXomsPIzSXbYaA699/D/yssROHITfnLQJuVJ0ohJuPJR+RlfkGQkJCGDS0H259Z4RaQlIcquqt+D6jp5i4GJgKzs9ueXkFe+SFG3EJsSoHlD/Ph8Db+V/rpqbfBZV/A848FeWf/v3NWT6DzPpBREQYl0774Vf43ClUbd0Kc2q434l6+KTKbZFUNVSQmZYFoPJ2KsIiwlXeBxXlFWDV4DffzygrLUN8VAJaabTiWN5KQxnZabU7+CYgIADhT/sXXtb7I6WlpXj8OBp9+3yZlZvFYqFvnx4IDeXemQ4NC0ffvj04lvXv14td/sWLV8jIyOKoU1paCl26GCA0jPcd9F+loV9jyJMRQy0tLZw9exZmZmZgsVhYtmzZD0fqevXqhYKCAly+fBnr1lVOg9+7d2+MGTMGSkpKHKNVWlpa+Pfff9GpUyfk5+fD0dHxh6No/GJjY4OtW7di7ty5sLW1RXx8PFxdXeHg4MDRsbSwsMDQoUMRExODSZMm1Wmd6urqsLKywpQpU7B9+3bo6+sjJSUF2dnZ7Fts7N+/H+bm5uyZO5OSknDq1Cl4eXlxvSZwwoQJ8PX1hZWVFTZu3Ih+/fohPz8fnp6euHjxInx9fWs1WqqiooItW7bA1tYW+fn5sLS0hLq6OlJTU3H06FFISUnV6pYVtaGpqYnS0lLs2LEDZmZm7ImCvkdUVLTO0yN379MNLODTke9WWOhqhxeJL9kzP9ovtYGCkjwW264AUDn5gp5he0SHx0CmqTQmz5oIrXZtsHjul5HLo/tP4ej5vZg8eyKCbgbDdORA6OrrwHXBmjq19VviEuLs0RWg8joNbV3NytnpsnKxYf9KtNXThr3lIggKCLDvl5b3rvKIJQDs8tmKwGt34HOo8n5ki9Y6YPDI/lhgvQRFhUXs1xQWFKKk+COU1Vpi8KgBCPYPQd7bfGi1bwMHt7kID4lEUlwyT/MB/Nk+0+2sEBMVh1cvUyEiIoJe/f/GsLGmcHfi7/VHtc3y2RiLYYh69ITrdYPL1zthyKhBsLVciPfviyArX3l9XEF+IUqK63ZLh69Vvte+/JBRVm0JbV0t5L/LR2ZaFmSaSkNRWRHynyaGUNes7MzlZuci99O1eit3uCA7Iwc71lR+rmc4WCM6PAavX6RCuokUrGwmQqmVIs6d+HKg68iuE1i/1x2PQyPxKPgx/u7bDb0Gdsf0UXPrlEdCQhyqX+VppdoS7XS1kPcuHxlpWfh33ynMtLfGqxevkfoqHXMXzUR2Vg7HLKYHTu+E/9VAnDh4GgCwbJ0jTEcNwlwrRxQVvmefNVBQ8J69LUZMGIrniS/xX85/0O+kB+dVDji69yReJnO/ZKMuWCwWxpgPx9lTl9mdos88PFciKyMbG1ftAADoG/4FRSV5xD6Nh6KSPOY5zYSAgAD27jjMfo2zmz38r99B2ut0KCjKY/6iWSgvr8Cls/ztgATcuIvZ9lOQnpaJxGfJaK/XDlNmWXBMprPAxRYKinJwsq08Y+T29btYtdkFEyeP+XQqqSyWrlqAqPCn7I6ssLAQNNtW3kJIWEQYCory0PlLG+/fF7HPJuCX2n4XBFy/C/fNSzFh8mjc+5THeaUDosKfVhn9HG0xHP7XgvDuP/5MQPXtfqelCud+Z/3+lWj3eb8jKMh9v+O9BQF+d+H7ab9zcp8vDlzchclzJ+HWpQDoGuhg5CQzrHH0AFB56n/4/QjYLZuN4uISZKZmwdBYH6ZjBmGrG/dbTdSEmIQYlNVbsv+tpKKINu01UPCuANnpb+Cz1xcunkvwJOwpIkOi0NmkE4z7d8OCcY7s1yza4oiczBwcWH8IAGA+ZzzioxORkZIOYRFhdOnbBf1H9cO2JTvYr6lJvbyyZdt+HDqwBeGPo/HwYQTs5k6HpKQ4Dh+pPD3/0MFtSE/PwFKXyt/wO3YcwG3/07CfPxNXr93C+HHDYWTUAbNsvkwEuH2HF5Y42yEx6TlevnwNtxWOSE/PwoUL13ne/l/ld700qKZ40jHcvHkzpkyZgr///huysrJYtGgR8vO/f6SnWbNm0NPTQ1ZWFtq1qzw3vlevXqioqKhyLd2BAwcwY8YMGBoaQkVFBWvWrPnhLJb8oqysjKtXr8LR0RH6+vpo3rw5pk6dChcXF45yffv2RfPmzREfH4+JEyfWeb27d+/GkiVLYGNjg9zcXKiqqmLJksr7ELVs2RLBwcFYtGgRBg4ciJKSEqipqWHw4MHVjoKyWCz4+Phg69at2LJlC2xsbCAmJgZjY2MEBgaie/fa39/HxsYG2tra8PDwwMiRI/Hhwweoq6tj6NChcHBwqFP+79HX18fmzZuxfv16ODs7o1evXli7di0sLS1//OI6kJaWgr2LDRSV5JH3Lh83Lt/G1jW7UVZW+UNKTkEWSl/dTFtAUACTZ1ugdRs1lJWVISw4HOZDpnKMrEU+fALHWcswz3kW7JfYIOX5a8y1cuT5hCDt9dti79kvOxsHt8ofy5e8r2Gfx0H2De9P+h/meN3MUXPZ12e1Um+Jps2/3CR57OSRAIB9X9ULACvmrcFln2soKy1Dl56dYD5tLMQlxJCVno3bV4JwYOsRnmb7jB/bR0JCHMvXO0FBSR7FxSV4kZSCRTbLce3CrSrr/5VZgMpJcgYM6Yu1LtwPyJhbjwEAHL3AedqY81w3nPe+wrO2t+/YDl5nv/wAW+huBwC46H0VrvNWw2RQT7hvW8p+fv1edwDAHo8D2OtxEACgqKyAiq+O+Es3kcbyTYvQQq458vMKEBcdj8lmMzlOKQu4dgerF23ElLn/wGmVPVKSX8Fx6lJEPoiuUx7djjo4fO7LPRcXudsDAM6fuoyl81biwM5/IS4hjhUezpCWkcLjB1GYOWEex20NVNSU0fSrCY0mfNoWR85zHtBaaufO3hatNVVhv9QGTZrKIO11BvZtPYQje7nfc7euupt0hbKKEnxPnK/yXMtWihwHfkXFROGwZA5U1ZTx/n0RAm8Fw8FmGQryv8wkqdhSAdv2rUXTZk3wNvc/PAqLxOjBlnib+1+V+nnJffEGzHeejRXrF6OFbDNkZ+bg1NEz2Omxn11GXkEWLVt9mSH17KlLkJSSwKSp47DYzR75+QUIvfsQG923f3mNohwuBnz520+ztcQ0W0uEBT/CpBFfrg3lh9p+F5z3vgJJKUlYTBkLpxXzUJBfgNB7j7DJnbNTpN5GFZ26dcTUsbZ8a7uOflvsPfPl7/h5v3PZ+xr2bToEk0GVI0knbh3ieN3M0XZ4/Gm/o/zNfic26hkcpy7FHOeZmGZvhfTXmdi8fAf8zn2ZtXzpbDfMWTIDK3cug0xTGWSmZWL3+v04c/TnJ9hp20Ebm3y/3Mt0tmvl/T6v+97ARodNCPa7j21LtmPCnAmY4z4br5NT4TZzJZ4+/HLKpLyyHCq+Ou1QTEIMdqttIacki5Lij3id9Brr5m1A4KUvB5VqUi+v+PpehJxsc6xYvhCKinKIiorBkKGTkJ1deUBBVYXz1mwhoY8wydIW7m5OWLVyERKTXmD0mKmIiYlnl9nosQuSkhLYs2sDmjaVQXDwQwwxm1Tn+8v+Tn7XkcCaYjG/67Q4hPwCOvJdfnUTeCYu+wE6KfF3ev768ijj7h+3bf60PAaKP3+z6N9JRGYwdBW6/upm8ExMVhg0ZA1+XLCBeJ4TAS25P2Nq+8Q34X/c90Dnlr1+dTN45mH6HfRX+TPur3fr9XUIiSj/uGADUfbxx9fX/yq1+UzHZfNvRvOfxZMRQ0IIIYQQQghpzBr6iCF1DAkhhBBCCCGkjugaQ0IIIYQQQghp5GjEkBBCCCGEEEIaORoxJIQQQgghhJBGroIp/3Gh3xh1DAkhhBBCCCGkjiroVFJCCCGEEEIIadwa+l0AqWNICCGEEEIIIXVEI4aEEEIIIYQQ0sjRiCEhhBBCCCGENHI0KykhhBBCCCGENHJ0H0NCCCGEEEIIaeToVFJCCCGEEEIIaeRo8hlCCCGEEEIIaeTKKyp+dRPqhDqGhBBCCCGEEFJHdCopIYQQQgghhDRydCopIYQQQgghhDRyNGJICCGEEEIIIY0c3ceQEEIIIYQQQho5uo8hIYQQQgghhDRyDX3EUOBXN4AQQgghhBBCGjqGYWr8+Bmenp5QV1eHmJgYunbtigcPHvC0/dQxJIQQQgghhJA6YmrxX215e3vDwcEBrq6uePz4MfT19TFo0CBkZ2fzrP3UMSSEEEIIIYSQOqqoqKjxo7Y2b96M6dOnw9raGu3bt8eePXsgISGBgwcP8qz91DEkhBBCCCGEkDpiavEoKSlBfn4+x6OkpIRrvR8/fkR4eDj69+/PXiYgIID+/fsjJCSEhwEIIfWmuLiYcXV1ZYqLi391U3jiT8rzJ2VhGMrzO/uTsjAM5fmd/UlZGIby/M7+pCz1xdXVtUp/0dXVlWvZtLQ0BgBz//59juWOjo5Mly5deNYmFsM08OlzCGlA8vPz0aRJE+Tl5UFGRuZXN6fO/qQ8f1IWgPL8zv6kLADl+Z39SVkAyvM7+5Oy1JeSkpIqI4SioqIQFRWtUjY9PR3Kysq4f/8+jI2N2cudnJwQFBSEsLAwnrSJbldBCCGEEEIIIfWouk4gN7KyshAUFERWVhbH8qysLCgqKvKsTXSNISGEEEIIIYT8pkRERGBkZAR/f3/2soqKCvj7+3OMINYVjRgSQgghhBBCyG/MwcEBVlZW6NSpE7p06YKtW7fi/fv3sLa25tk6qGNISD0SFRWFq6trjU8d+N39SXn+pCwA5fmd/UlZAMrzO/uTsgCU53f2J2X5XY0fPx5v3rzB8uXLkZmZiY4dO8LPzw8KCgo8WwdNPkMIIYQQQgghjRxdY0gIIYQQQgghjRx1DAkhhBBCCCGkkaOOISGEEEIIIYQ0ctQxJIQQQgghhJBGjjqGhNTC2rVr0blzZ0hLS0NeXh4jRoxAfHw8R5ni4mLMmTMHLVq0gJSUFEaPHl3lhqR2dnYwMjKCqKgoOnbsWGU9xcXFmDx5MvT09CAkJIQRI0Y06DyBgYEYPnw4lJSUICkpiY4dO+L48eMNNk98fDz69OkDBQUFiImJQUNDAy4uLigtLW1wWb6WlJQEaWlpNG3alGc5PquvPC9fvgSLxaryCA0NbZB5AIBhGHh4eEBbWxuioqJQVlbG6tWrG1yWFStWcN02kpKSPMtSn3kA4Pr16+jWrRukpaUhJyeH0aNH4+XLlw02j4+PDzp27AgJCQmoqalh48aNv12WqKgomJubQ0VFBeLi4tDR0cG2bduqrCswMBCGhoYQFRWFpqYmDh8+zNMs9ZknIyMDEydOhLa2NgQEBDB//nyeZ6nPPGfPnsWAAQMgJycHGRkZGBsb4/r163zJRGqHOoaE1EJQUBDmzJmD0NBQ3Lx5E6WlpRg4cCDev3/PLmNvb49Lly7B19cXQUFBSE9Px6hRo6rUNWXKFIwfP57resrLyyEuLg47Ozv079+/wee5f/8+OnTogDNnziA6OhrW1tawtLTE5cuXG2QeYWFhWFpa4saNG4iPj8fWrVuxf/9+uLq6Nrgsn5WWlsLc3Bw9e/bkWYav1XeeW7duISMjg/0wMjJqsHnmzZsHLy8veHh44NmzZ7h48SK6dOnS4LIsXLiQY5tkZGSgffv2GDt2LM+y1GeeFy9eYPjw4ejbty8iIyNx/fp15OTkcK2nIeS5du0aLCwsMGvWLDx9+hS7du3Cli1bsHPnzt8qS3h4OOTl5XHs2DHExMRg6dKlcHZ25mjnixcvMGTIEPTp0weRkZGYP38+pk2bxvPOR33lKSkpgZycHFxcXKCvr8/TDL8iz507dzBgwABcvXoV4eHh6NOnD8zMzBAREcG3bKSGGELIT8vOzmYAMEFBQQzDMMy7d+8YYWFhxtfXl10mLi6OAcCEhIRUeb2rqyujr6//3XVYWVkxw4cP52Wzq1UfeT4zNTVlrK2tedLu6tRnHnt7e6ZHjx48aTc3/M7i5OTETJo0iTl06BDTpEkTXje/Cn7lefHiBQOAiYiI4FfTueJXntjYWEZISIh59uwZ39r+rfr63ERGRjIAmDt37vCs7dzwK4+vry8jJCTElJeXs5ddvHiRYbFYzMePH3kf5BN+5TE3N2fGjBnDsWz79u1Mq1atmIqKCt6G+KSuWT6zsbFh+vTpw/63k5MTo6ury1Fm/PjxzKBBg3icgBO/8nzNxMSEmTdvHk/bXZ36yPNZ+/btGTc3N940nPw0GjEkpA7y8vIAAM2bNwdQeaSstLSUY5SvXbt2UFVVRUhIyC9pY23UZ568vDz2evilvvIkJSXBz88PJiYmdWvwd/Azy+3bt+Hr6wtPT0/eNfgH+L1thg0bBnl5efTo0QMXL17kTaO/g195Ll26BA0NDVy+fBmtW7eGuro6pk2bhrdv3/I2wFfq63Pj5eUFbW1tvo1Sf8avPEZGRhAQEMChQ4dQXl6OvLw8/Pvvv+jfvz+EhYV5G+Ir/MpTUlICMTExjmXi4uJITU1FSkoKD1peFa+yfLs/CQkJqXK2zaBBg/i+H+ZXnl+lvvJUVFSgoKDgt8jc2FHHkJCfVFFRgfnz56N79+7466+/AACZmZkQERGpco2WgoICMjMzf0Era64+8/j4+ODhw4ewtrauS5O/qz7y/P333xATE4OWlhZ69uwJd3d3XjS9Cn5myc3NxeTJk3H48GHIyMjwstnV4mceKSkpbNq0Cb6+vrhy5Qp69OiBESNG8LVzyM88z58/R0pKCnx9fXH06FEcPnwY4eHhGDNmDC8jsNXX90BxcTGOHz+OqVOn1rXJ38XPPK1bt8aNGzewZMkSiIqKomnTpkhNTYWPjw8vI3DgZ55Bgwbh7Nmz8Pf3R0VFBRISErBp0yYAlde48Rqvsty/fx/e3t6YMWMGe1lmZiYUFBSq1JGfn48PHz7wNsgn/MzzK9RnHg8PDxQWFmLcuHE8az/5OUK/ugGENFRz5szB06dPce/evV/dFJ6orzwBAQGwtrbG/v37oaury7f11Eceb29vFBQUICoqCo6OjvDw8ICTkxPP18PPLNOnT8fEiRPRq1cvntddHX7mkZWVhYODA/vfnTt3Rnp6OjZu3Ihhw4bxfH0Af/NUVFSgpKQER48ehba2NgDgwIEDMDIyQnx8PNq2bcvT9dXX98C5c+dQUFAAKysrvq6Hn3kyMzMxffp0WFlZwdzcHAUFBVi+fDnGjBmDmzdvgsVi8Xyd/P4uSE5OxtChQ1FaWgoZGRnMmzcPK1asgIAA78cReJHl6dOnGD58OFxdXTFw4EAetq72KE9VNclz4sQJuLm54cKFC5CXl//pdRHeoBFDQn6Cra0tLl++jICAALRq1Yq9XFFRER8/fsS7d+84ymdlZUFRUbGeW1lz9ZUnKCgIZmZm2LJlCywtLeva7GrVVx4VFRW0b98e5ubmWLduHVasWIHy8vK6Np8Dv7Pcvn0bHh4eEBISgpCQEKZOnYq8vDwICQnh4MGDvIrB9is+O127dkVSUlKd6qgOv/MoKSlBSEiI3SkEAB0dHQDAq1ev6tb4b9TntvHy8sLQoUOrjOrwEr/zeHp6okmTJtiwYQMMDAzQq1cvHDt2DP7+/ggLC+NVDDZ+52GxWFi/fj0KCwuRkpKCzMxM9iRHGhoaPMnwGS+yxMbGol+/fpgxYwZcXFw4nlNUVKwyK2tWVhZkZGQgLi7O0ywA//PUt/rKc+rUKUybNg0+Pj58nWiP1Bx1DAmpBYZhYGtri3PnzuH27dto3bo1x/NGRkYQFhaGv78/e1l8fDxevXoFY2Pj+m7uD9VnnsDAQAwZMgTr16/n2ykyv3L7VFRUoLS0FBUVFXWq57P6yhISEoLIyEj2w93dHdLS0oiMjMTIkSN5kqU+83ATGRkJJSWlOtXxrfrK0717d5SVlSE5OZm9LCEhAQCgpqZWxxSV6nvbvHjxAgEBAXw7jbS+8hQVFVUZSRMUFAQAnn0PAPW/fQQFBaGsrAwRERGcPHkSxsbGkJOTq3MOgHdZYmJi0KdPH1hZWXG9dYuxsTFHHQBw8+ZNnu+H6ytPfanPPCdPnoS1tTVOnjyJIUOG8CcQqb1fM+cNIQ3T7NmzmSZNmjCBgYFMRkYG+1FUVMQuM2vWLEZVVZW5ffs28+jRI8bY2JgxNjbmqCcxMZGJiIhgZs6cyWhrazMRERFMREQEU1JSwi4TExPDREREMGZmZkzv3r3ZZRpintu3bzMSEhKMs7Mzx3pyc3MbZJ5jx44x3t7eTGxsLJOcnMx4e3szLVu2ZCwsLBpclm/xa1bS+spz+PBh5sSJE0xcXBwTFxfHrF69mhEQEGAOHjzYIPOUl5czhoaGTK9evZjHjx8zjx49Yrp27coMGDCgwWX5zMXFhWnZsiVTVlbGswy/Io+/vz/DYrEYNzc3JiEhgQkPD2cGDRrEqKmpcayroeR58+YNs3v3biYuLo6JiIhg7OzsGDExMSYsLOy3yvLkyRNGTk6OmTRpEkcd2dnZ7DLPnz9nJCQkGEdHRyYuLo7x9PRkBAUFGT8/P55lqc88DMOwt5eRkREzceJEJiIigomJiWmQeY4fP84ICQkxnp6eHGXevXvH0zyk9qhjSEgtAOD6OHToELvMhw8fGBsbG6ZZs2aMhIQEM3LkSCYjI4OjHhMTE671vHjxgl1GTU2Na5mGmMfKyorr8yYmJg0yz6lTpxhDQ0NGSkqKkZSUZNq3b8+sWbOG+fDhQ4PL8i1+dQzrK8/hw4cZHR0dRkJCgpGRkWG6dOnCMbV6Q8vDMAyTlpbGjBo1ipGSkmIUFBSYyZMn8/SgSn1mKS8vZ1q1asUsWbKEZ+3/lXlOnjzJGBgYMJKSkoycnBwzbNgwJi4urkHmefPmDdOtWzdGUlKSkZCQYPr168eEhob+dllcXV251qGmpsaxroCAAKZjx46MiIgIo6GhwbGOhpinJmUaSp7q3otWVlY8zUNqj8UwDANCCCGEEEIIIY0WXWNICCGEEEIIIY0cdQwJIYQQQgghpJGjjiEhhBBCCCGENHLUMSSEEEIIIYSQRo46hoQQQgghhBDSyFHHkBBCCCGEEEIaOeoYEkIIIYQQQkgjRx1DQgghhBBCCGnkqGNICCGEEEIIIY0cdQwJIYQQQgghpJGjjiEhhBBCCCGENHLUMSSEEEIIIYSQRu7/3hYl4loni9wAAAAASUVORK5CYII=\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10,3))\n", - "g = sns.heatmap(pd.pivot_table(data_ch,columns=\"appln_filing_year\", index=\"Country\", values=\"percent\").fillna(0)*100,\n", - " annot=True, fmt=\".2f\",linewidth=.5)\n", - "g.set_title(\"Percentage of co-patents related to country per year\")\n", - "g.set_xlabel(\"\")\n", - "g.set_ylabel(\"\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 191, - "outputs": [ - { - "data": { - "text/plain": " appln_filing_year Country count appln_id percent\n1 2011 Germany 745 1969 0.378365\n2 2011 France 407 1969 0.206704\n3 2011 Netherlands 220 1969 0.111732\n4 2011 Sweden 209 1969 0.106145\n6 2011 Finland 166 1969 0.084307\n.. ... ... ... ... ...\n298 2022 Spain 4 11 0.363636\n299 2022 Germany 3 11 0.272727\n301 2022 Netherlands 2 11 0.181818\n302 2022 Italy 1 11 0.090909\n303 2022 Denmark 1 11 0.090909\n\n[262 rows x 5 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
appln_filing_yearCountrycountappln_idpercent
12011Germany74519690.378365
22011France40719690.206704
32011Netherlands22019690.111732
42011Sweden20919690.106145
62011Finland16619690.084307
..................
2982022Spain4110.363636
2992022Germany3110.272727
3012022Netherlands2110.181818
3022022Italy1110.090909
3032022Denmark1110.090909
\n

262 rows × 5 columns

\n
" - }, - "execution_count": 191, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_eu = data[~data[\"Country\"].isin(ch_names)]\n", - "data_eu" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 192, - "outputs": [ - { - "data": { - "text/plain": "Text(95.72222222222221, 0.5, '')" - }, - "execution_count": 192, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10,10))\n", - "g = sns.heatmap(pd.pivot_table(data_eu,columns=\"appln_filing_year\", index=\"Country\", values=\"count\").fillna(0).astype(int),\n", - " annot=True, fmt=\".0f\",linewidth=.5)\n", - "g.set_title(\"Number of co-patents per year\")\n", - "g.set_xlabel(\"\")\n", - "g.set_ylabel(\"\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 193, - "outputs": [ - { - "data": { - "text/plain": "Text(95.72222222222221, 0.5, '')" - }, - "execution_count": 193, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10,10))\n", - "g = sns.heatmap(pd.pivot_table(data_eu,columns=\"appln_filing_year\", index=\"Country\", values=\"percent\").fillna(0)*100,\n", - " annot=True, fmt=\".2f\",linewidth=.5)\n", - "g.set_title(\"Percentage of co-patents related to country per year\")\n", - "g.set_xlabel(\"\")\n", - "g.set_ylabel(\"\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "# Let's see about 'organizations'" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 194, - "outputs": [], - "source": [ - "# harmonized entities (sector and country too)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 195, - "outputs": [], - "source": [ - "pers_han = pers[[\"person_id\",\"han_id\",\"han_name\",\"psn_sector\",\"person_ctry_code\"]].drop_duplicates()\n", - "pers_han[\"psn_sector\"].fillna(\"UNKNOWN\", inplace=True)\n", - "pers_han = pers_han.sort_values(by=\"psn_sector\", ascending=True)\n", - "pers_han.drop(columns=\"person_id\", inplace=True)\n", - "pers_han = pers_han.groupby(\"han_id\", as_index=False)[[\"han_name\",\"psn_sector\",\"person_ctry_code\"]].agg(\n", - " lambda x: pd.Series.mode(x)[0])\n", - "pers_han = pers_han.merge(country_defs,left_on=\"person_ctry_code\",right_on=\"ctry_code\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 196, - "outputs": [ - { - "data": { - "text/plain": " appln_id han_id han_name psn_sector Country\n0 340314532 2125445 NOKIA CORP COMPANY Finland\n1 413601768 2125445 NOKIA CORP COMPANY Finland\n2 332888018 2125445 NOKIA CORP COMPANY Finland\n3 333546132 2125445 NOKIA CORP COMPANY Finland\n4 334765473 2125445 NOKIA CORP COMPANY Finland\n... ... ... ... ... ...\n106442 504779814 3652317 VAVILOVS VALERIJS INDIVIDUAL Latvia\n106443 544264361 3652317 VAVILOVS VALERIJS INDIVIDUAL Latvia\n106444 481190056 3652317 VAVILOVS VALERIJS INDIVIDUAL Latvia\n106445 554759601 3652317 VAVILOVS VALERIJS INDIVIDUAL Latvia\n106446 569497458 184881241 ZAVORONKOVS, ALEKSANDRS UNKNOWN Latvia\n\n[106421 rows x 5 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
appln_idhan_idhan_namepsn_sectorCountry
03403145322125445NOKIA CORPCOMPANYFinland
14136017682125445NOKIA CORPCOMPANYFinland
23328880182125445NOKIA CORPCOMPANYFinland
33335461322125445NOKIA CORPCOMPANYFinland
43347654732125445NOKIA CORPCOMPANYFinland
..................
1064425047798143652317VAVILOVS VALERIJSINDIVIDUALLatvia
1064435442643613652317VAVILOVS VALERIJSINDIVIDUALLatvia
1064444811900563652317VAVILOVS VALERIJSINDIVIDUALLatvia
1064455547596013652317VAVILOVS VALERIJSINDIVIDUALLatvia
106446569497458184881241ZAVORONKOVS, ALEKSANDRSUNKNOWNLatvia
\n

106421 rows × 5 columns

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" - }, - "execution_count": 196, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "patstat_collabs = appln_pers.merge(pers, on=\"person_id\")\n", - "patstat_collabs = patstat_collabs.merge(country_defs, left_on=\"person_ctry_code\", right_on=\"ctry_code\")\n", - "org_collabs = patstat_collabs[[record_col,\"han_id\",\"han_name\",\"psn_sector\",\"Country\"]].drop_duplicates()\n", - "org_collabs[\"psn_sector\"].fillna(\"UNKNOWN\", inplace=True)\n", - "org_collabs" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 197, - "outputs": [ - { - "data": { - "text/plain": " han_id count percent weight \n0 1337324 1723 0.069122 0.016190 \\\n1 3697072 270 0.010832 0.002537 \n2 62077 204 0.008184 0.001917 \n3 1912470 130 0.005215 0.001222 \n4 2607939 101 0.004052 0.000949 \n... ... ... ... ... \n29061 151900860 1 0.000040 0.000009 \n29062 151899043 1 0.000040 0.000009 \n29063 151898719 1 0.000040 0.000009 \n29064 151894061 1 0.000040 0.000009 \n29065 183287157 1 0.000040 0.000009 \n\n han_name psn_sector person_ctry_code \n0 HUAWEI TECH CO LTD COMPANY CN \\\n1 NINGBO GEELY AUTOMOBILE R&D CO LTD COMPANY CN \n2 TAIWAN SEMICONDUCTOR MANUFACTURING CO LTD COMPANY TW \n3 MEDIATEK INC COMPANY TW \n4 SELF ELECT CO LTD COMPANY CN \n... ... ... ... \n29061 LI, FAHONG UNKNOWN CN \n29062 ZHANG, YI UNKNOWN CN \n29063 XU, EASON UNKNOWN CN \n29064 WENG, RAN INDIVIDUAL CN \n29065 LEFEBVRE, Marc René André Louis UNKNOWN MO \n\n ctry_code iso_alpha3 Country organisation_flag \n0 CN CHN China \\\n1 CN CHN China \n2 TW TWN Taiwan Province Of China \n3 TW TWN Taiwan Province Of China \n4 CN CHN China \n... ... ... ... ... \n29061 CN CHN China \n29062 CN CHN China \n29063 CN CHN China \n29064 CN CHN China \n29065 MO MAC Macao SAR (China) \n\n continent eu_member epo_member oecd_member discontinued \n0 Asia \\\n1 Asia \n2 Asia \n3 Asia \n4 Asia \n... ... ... ... ... ... \n29061 Asia \n29062 Asia \n29063 Asia \n29064 Asia \n29065 Asia \n\n org \n0 HUAWEI TECH CO LTD (CN) \n1 NINGBO GEELY AUTOMOBILE R&D CO LTD (CN) \n2 TAIWAN SEMICONDUCTOR MANUFACTURING CO LTD (TW) \n3 MEDIATEK INC (TW) \n4 SELF ELECT CO LTD (CN) \n... ... \n29061 LI, FAHONG (CN) \n29062 ZHANG, YI (CN) \n29063 XU, EASON (CN) \n29064 WENG, RAN (CN) \n29065 LEFEBVRE, Marc René André Louis (MO) \n\n[29066 rows x 17 columns]", - "text/html": "
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han_idcountpercentweighthan_namepsn_sectorperson_ctry_codectry_codeiso_alpha3Countryorganisation_flagcontinenteu_memberepo_memberoecd_memberdiscontinuedorg
0133732417230.0691220.016190HUAWEI TECH CO LTDCOMPANYCNCNCHNChinaAsiaHUAWEI TECH CO LTD (CN)
136970722700.0108320.002537NINGBO GEELY AUTOMOBILE R&D CO LTDCOMPANYCNCNCHNChinaAsiaNINGBO GEELY AUTOMOBILE R&D CO LTD (CN)
2620772040.0081840.001917TAIWAN SEMICONDUCTOR MANUFACTURING CO LTDCOMPANYTWTWTWNTaiwan Province Of ChinaAsiaTAIWAN SEMICONDUCTOR MANUFACTURING CO LTD (TW)
319124701300.0052150.001222MEDIATEK INCCOMPANYTWTWTWNTaiwan Province Of ChinaAsiaMEDIATEK INC (TW)
426079391010.0040520.000949SELF ELECT CO LTDCOMPANYCNCNCHNChinaAsiaSELF ELECT CO LTD (CN)
......................................................
2906115190086010.0000400.000009LI, FAHONGUNKNOWNCNCNCHNChinaAsiaLI, FAHONG (CN)
2906215189904310.0000400.000009ZHANG, YIUNKNOWNCNCNCHNChinaAsiaZHANG, YI (CN)
2906315189871910.0000400.000009XU, EASONUNKNOWNCNCNCHNChinaAsiaXU, EASON (CN)
2906415189406110.0000400.000009WENG, RANINDIVIDUALCNCNCHNChinaAsiaWENG, RAN (CN)
2906518328715710.0000400.000009LEFEBVRE, Marc René André LouisUNKNOWNMOMOMACMacao SAR (China)AsiaLEFEBVRE, Marc René André Louis (MO)
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29066 rows × 17 columns

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" - }, - "execution_count": 154, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": " han_id count percent weight \n0 1337324 1723 0.069122 0.016190 \\\n1 3697072 270 0.010832 0.002537 \n2 62077 204 0.008184 0.001917 \n3 1912470 130 0.005215 0.001222 \n4 2607939 101 0.004052 0.000949 \n... ... ... ... ... \n29061 151900860 1 0.000040 0.000009 \n29062 151899043 1 0.000040 0.000009 \n29063 151898719 1 0.000040 0.000009 \n29064 151894061 1 0.000040 0.000009 \n29065 183287157 1 0.000040 0.000009 \n\n han_name psn_sector person_ctry_code \n0 HUAWEI TECH CO LTD COMPANY CN \\\n1 NINGBO GEELY AUTOMOBILE R&D CO LTD COMPANY CN \n2 TAIWAN SEMICONDUCTOR MANUFACTURING CO LTD COMPANY TW \n3 MEDIATEK INC COMPANY TW \n4 SELF ELECT CO LTD COMPANY CN \n... ... ... ... \n29061 LI, FAHONG UNKNOWN CN \n29062 ZHANG, YI UNKNOWN CN \n29063 XU, EASON UNKNOWN CN \n29064 WENG, RAN INDIVIDUAL CN \n29065 LEFEBVRE, Marc René André Louis UNKNOWN MO \n\n ctry_code iso_alpha3 Country organisation_flag \n0 CN CHN China \\\n1 CN CHN China \n2 TW TWN Taiwan Province Of China \n3 TW TWN Taiwan Province Of China \n4 CN CHN China \n... ... ... ... ... \n29061 CN CHN China \n29062 CN CHN China \n29063 CN CHN China \n29064 CN CHN China \n29065 MO MAC Macao SAR (China) \n\n continent eu_member epo_member oecd_member discontinued \n0 Asia \\\n1 Asia \n2 Asia \n3 Asia \n4 Asia \n... ... ... ... ... ... \n29061 Asia \n29062 Asia \n29063 Asia \n29064 Asia \n29065 Asia \n\n org \n0 HUAWEI TECH CO LTD (CN) \n1 NINGBO GEELY AUTOMOBILE R&D CO LTD (CN) \n2 TAIWAN SEMICONDUCTOR MANUFACTURING CO LTD (TW) \n3 MEDIATEK INC (TW) \n4 SELF ELECT CO LTD (CN) \n... ... \n29061 LI, FAHONG (CN) \n29062 ZHANG, YI (CN) \n29063 XU, EASON (CN) \n29064 WENG, RAN (CN) \n29065 LEFEBVRE, Marc René André Louis (MO) \n\n[29066 rows x 17 columns]", - "text/html": "
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han_idcountpercentweighthan_namepsn_sectorperson_ctry_codectry_codeiso_alpha3Countryorganisation_flagcontinenteu_memberepo_memberoecd_memberdiscontinuedorg
0133732417230.0691220.016190HUAWEI TECH CO LTDCOMPANYCNCNCHNChinaAsiaHUAWEI TECH CO LTD (CN)
136970722700.0108320.002537NINGBO GEELY AUTOMOBILE R&D CO LTDCOMPANYCNCNCHNChinaAsiaNINGBO GEELY AUTOMOBILE R&D CO LTD (CN)
2620772040.0081840.001917TAIWAN SEMICONDUCTOR MANUFACTURING CO LTDCOMPANYTWTWTWNTaiwan Province Of ChinaAsiaTAIWAN SEMICONDUCTOR MANUFACTURING CO LTD (TW)
319124701300.0052150.001222MEDIATEK INCCOMPANYTWTWTWNTaiwan Province Of ChinaAsiaMEDIATEK INC (TW)
426079391010.0040520.000949SELF ELECT CO LTDCOMPANYCNCNCHNChinaAsiaSELF ELECT CO LTD (CN)
......................................................
2906115190086010.0000400.000009LI, FAHONGUNKNOWNCNCNCHNChinaAsiaLI, FAHONG (CN)
2906215189904310.0000400.000009ZHANG, YIUNKNOWNCNCNCHNChinaAsiaZHANG, YI (CN)
2906315189871910.0000400.000009XU, EASONUNKNOWNCNCNCHNChinaAsiaXU, EASON (CN)
2906415189406110.0000400.000009WENG, RANINDIVIDUALCNCNCHNChinaAsiaWENG, RAN (CN)
2906518328715710.0000400.000009LEFEBVRE, Marc René André LouisUNKNOWNMOMOMACMacao SAR (China)AsiaLEFEBVRE, Marc René André Louis (MO)
\n

29066 rows × 17 columns

\n
" - }, - "execution_count": 197, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# China\n", - "org_collabs_ch = org_collabs[org_collabs[\"Country\"].isin(ch_names)][\"han_id\"].value_counts().reset_index()\n", - "org_collabs_ch[\"percent\"] = org_collabs_ch[\"count\"]/org_collabs[record_col].nunique()\n", - "org_collabs_ch[\"weight\"] = org_collabs_ch[\"count\"]/org_collabs[record_col].size\n", - "org_collabs_ch = org_collabs_ch.merge(pers_han, on='han_id')\n", - "org_collabs_ch[\"org\"] = org_collabs_ch[\"han_name\"].str.strip() + \" (\"+org_collabs_ch[\"person_ctry_code\"]+\")\"\n", - "org_collabs_ch" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 198, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 155, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": "" - }, - "execution_count": 198, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = org_collabs_ch[0:25]\n", - "g = sns.barplot(data, x=\"count\", y=\"han_name\", hue=\"psn_sector\", dodge=False)\n", - "g.set_ylabel(\"Entity\")\n", - "g.set_xlabel(\"Number of co-patents\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)\n", - "g.legend(title=None)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 199, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 156, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": "" - }, - "execution_count": 199, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "g = sns.barplot(data, x=\"count\", y=\"han_name\", hue=\"Country\", dodge=False)\n", - "g.set_ylabel(\"Entity\")\n", - "g.set_xlabel(\"Number of co-patents\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)\n", - "g.legend(title=None, loc=4)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 200, - "outputs": [ - { - "data": { - "text/plain": " han_id count percent weight han_name \n0 13378 1851 0.074257 0.017393 TELEFON AB LM ERICSSON PUBL \\\n1 228842 716 0.028724 0.006728 BASF SE \n2 2562294 693 0.027801 0.006512 NOKIA TECH LTD \n3 68848 586 0.023509 0.005506 ALCATEL LUCENT \n4 2456791 524 0.021021 0.004924 ROBERT BOSCH GMBH \n... ... ... ... ... ... \n25665 151189488 1 0.000040 0.000009 Hundt, Wolfgang \n25666 151187794 1 0.000040 0.000009 Fischer, Peer \n25667 151187133 1 0.000040 0.000009 Daryani, Neha \n25668 151186834 1 0.000040 0.000009 HEIL, Nadine \n25669 184881241 1 0.000040 0.000009 ZAVORONKOVS, ALEKSANDRS \n\n psn_sector person_ctry_code ctry_code iso_alpha3 Country \n0 COMPANY SE SE SWE Sweden \\\n1 COMPANY DE DE DEU Germany \n2 COMPANY FI FI FIN Finland \n3 COMPANY FR FR FRA France \n4 COMPANY DE DE DEU Germany \n... ... ... ... ... ... \n25665 UNKNOWN DE DE DEU Germany \n25666 UNKNOWN DE DE DEU Germany \n25667 UNKNOWN DE DE DEU Germany \n25668 UNKNOWN DE DE DEU Germany \n25669 UNKNOWN LV LV LVA Latvia \n\n organisation_flag continent eu_member epo_member oecd_member \n0 Europe Y Y Y \\\n1 Europe Y Y Y \n2 Europe Y Y Y \n3 Europe Y Y Y \n4 Europe Y Y Y \n... ... ... ... ... ... \n25665 Europe Y Y Y \n25666 Europe Y Y Y \n25667 Europe Y Y Y \n25668 Europe Y Y Y \n25669 Europe Y Y Y \n\n discontinued \n0 \n1 \n2 \n3 \n4 \n... ... \n25665 \n25666 \n25667 \n25668 \n25669 \n\n[25670 rows x 16 columns]", - "text/html": "
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han_idcountpercentweighthan_namepsn_sectorperson_ctry_codectry_codeiso_alpha3Countryorganisation_flagcontinenteu_memberepo_memberoecd_memberdiscontinued
01337818510.0742570.017393TELEFON AB LM ERICSSON PUBLCOMPANYSESESWESwedenEuropeYYY
12288427160.0287240.006728BASF SECOMPANYDEDEDEUGermanyEuropeYYY
225622946930.0278010.006512NOKIA TECH LTDCOMPANYFIFIFINFinlandEuropeYYY
3688485860.0235090.005506ALCATEL LUCENTCOMPANYFRFRFRAFranceEuropeYYY
424567915240.0210210.004924ROBERT BOSCH GMBHCOMPANYDEDEDEUGermanyEuropeYYY
...................................................
2566515118948810.0000400.000009Hundt, WolfgangUNKNOWNDEDEDEUGermanyEuropeYYY
2566615118779410.0000400.000009Fischer, PeerUNKNOWNDEDEDEUGermanyEuropeYYY
2566715118713310.0000400.000009Daryani, NehaUNKNOWNDEDEDEUGermanyEuropeYYY
2566815118683410.0000400.000009HEIL, NadineUNKNOWNDEDEDEUGermanyEuropeYYY
2566918488124110.0000400.000009ZAVORONKOVS, ALEKSANDRSUNKNOWNLVLVLVALatviaEuropeYYY
\n

25670 rows × 16 columns

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" - }, - "execution_count": 157, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": " han_id count percent weight han_name \n0 13378 1851 0.074257 0.017393 TELEFON AB LM ERICSSON PUBL \\\n1 228842 716 0.028724 0.006728 BASF SE \n2 2562294 693 0.027801 0.006512 NOKIA TECH LTD \n3 68848 586 0.023509 0.005506 ALCATEL LUCENT \n4 2456791 524 0.021021 0.004924 ROBERT BOSCH GMBH \n... ... ... ... ... ... \n25665 151189488 1 0.000040 0.000009 Hundt, Wolfgang \n25666 151187794 1 0.000040 0.000009 Fischer, Peer \n25667 151187133 1 0.000040 0.000009 Daryani, Neha \n25668 151186834 1 0.000040 0.000009 HEIL, Nadine \n25669 184881241 1 0.000040 0.000009 ZAVORONKOVS, ALEKSANDRS \n\n psn_sector person_ctry_code ctry_code iso_alpha3 Country \n0 COMPANY SE SE SWE Sweden \\\n1 COMPANY DE DE DEU Germany \n2 COMPANY FI FI FIN Finland \n3 COMPANY FR FR FRA France \n4 COMPANY DE DE DEU Germany \n... ... ... ... ... ... \n25665 UNKNOWN DE DE DEU Germany \n25666 UNKNOWN DE DE DEU Germany \n25667 UNKNOWN DE DE DEU Germany \n25668 UNKNOWN DE DE DEU Germany \n25669 UNKNOWN LV LV LVA Latvia \n\n organisation_flag continent eu_member epo_member oecd_member \n0 Europe Y Y Y \\\n1 Europe Y Y Y \n2 Europe Y Y Y \n3 Europe Y Y Y \n4 Europe Y Y Y \n... ... ... ... ... ... \n25665 Europe Y Y Y \n25666 Europe Y Y Y \n25667 Europe Y Y Y \n25668 Europe Y Y Y \n25669 Europe Y Y Y \n\n discontinued \n0 \n1 \n2 \n3 \n4 \n... ... \n25665 \n25666 \n25667 \n25668 \n25669 \n\n[25670 rows x 16 columns]", - "text/html": "
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han_idcountpercentweighthan_namepsn_sectorperson_ctry_codectry_codeiso_alpha3Countryorganisation_flagcontinenteu_memberepo_memberoecd_memberdiscontinued
01337818510.0742570.017393TELEFON AB LM ERICSSON PUBLCOMPANYSESESWESwedenEuropeYYY
12288427160.0287240.006728BASF SECOMPANYDEDEDEUGermanyEuropeYYY
225622946930.0278010.006512NOKIA TECH LTDCOMPANYFIFIFINFinlandEuropeYYY
3688485860.0235090.005506ALCATEL LUCENTCOMPANYFRFRFRAFranceEuropeYYY
424567915240.0210210.004924ROBERT BOSCH GMBHCOMPANYDEDEDEUGermanyEuropeYYY
...................................................
2566515118948810.0000400.000009Hundt, WolfgangUNKNOWNDEDEDEUGermanyEuropeYYY
2566615118779410.0000400.000009Fischer, PeerUNKNOWNDEDEDEUGermanyEuropeYYY
2566715118713310.0000400.000009Daryani, NehaUNKNOWNDEDEDEUGermanyEuropeYYY
2566815118683410.0000400.000009HEIL, NadineUNKNOWNDEDEDEUGermanyEuropeYYY
2566918488124110.0000400.000009ZAVORONKOVS, ALEKSANDRSUNKNOWNLVLVLVALatviaEuropeYYY
\n

25670 rows × 16 columns

\n
" - }, - "execution_count": 200, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Eu\n", - "org_collabs_eu = org_collabs[~org_collabs[\"Country\"].isin(ch_names)][\"han_id\"].value_counts().reset_index()\n", - "org_collabs_eu[\"percent\"] = org_collabs_eu[\"count\"]/org_collabs[record_col].nunique()\n", - "org_collabs_eu[\"weight\"] = org_collabs_eu[\"count\"]/org_collabs[record_col].size\n", - "org_collabs_eu = org_collabs_eu.merge(pers_han, on='han_id')\n", - "org_collabs_eu" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 201, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 158, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": "" - }, - "execution_count": 201, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = org_collabs_eu[0:25]\n", - "g = sns.barplot(data, x=\"count\", y=\"han_name\", hue=\"psn_sector\", dodge=False)\n", - "g.set_ylabel(\"Entity\")\n", - "g.set_xlabel(\"Number of co-patents\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)\n", - "g.legend(title=None)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 202, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 159, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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wfPlyNGrUCJ06dUJeXh6WLFkCPT09/PDDD5y0L168QG5uLhiGwcOHDzFr1izo6elJPCnLyMjgzKng8Xho3br1e9eVEEIIIe/O0dGxxmHa+vr6EkvpV2dsbCyxu3RRURE7f1espv266oX5AohEIkYgEEiE379/nwEg9dizZw+bV1q8ubk5wzAMM3LkSKnx1tbW7HlMTU2ZiIiIGut46tQpxtXVldHU1GSUlJQYW1tbZvXq1Ux5eTknHQAmPj6eE7Z8+XIGADNy5EipZe/bt4+Rk5NjcnNzpcY3a9aMmTp1KsMwDNO9e3dOO7S1tZnu3bszJ0+erLH+b+cTH0uWLJFZb7H8/HwGAJOYmCiz/Pe5zq6uroy7uzvDMAyTmJjIAGDy8/PZ+IqKCmbz5s1Mhw4dGFVVVUZTU5Np164ds379eubly5cMw1Rd486dOzM6OjqMsrIy07RpU2by5MnMf//9xzAMwzx79oyZPHky06JFC0ZdXZ3R0NBgWrZsyaxevZqpqKjg1OfgwYNM165dGTU1NUZZWZlp164dExkZyUkj/mxevnyZEz5mzBgGALNo0SKZ10rW57268vJyZsOGDUzLli0ZVVVVxsjIiBk6dChz//59TjpTU1PO9dbT02N69+7NqZf4mr59yMvL11gHhmGYwsJCBgBTWFhYa1pCCCGEfBk+5vc3j2HqOROYEPLdKCoqgkAgQGFhYb2fRBFCCCHk8/iY398054EQQgghhBBSJ1/FnAdCyOf1MLwTNJQ/3uR5Qj4Hk4UZn7sKhBDy1aEnD4QQQr5bZmZm4PF4EseECRMAVG1A6ejoCE1NTfB4PBQUFEgt58iRI7C3t4eKigq0tbUxcODAT9cIQgj5hOjJAyGEkO/WhQsXOEtpX7t2DS4uLvDw8ABQtbqdm5sb3NzcZC4rHRcXh8DAQCxfvhw9evRAeXk5rl279knqTwghnxo9eSBEBj8/P86dSF1dXbi5ueHq1atS048dOxby8vKIjY2ViHv58iWCg4Nhbm4OZWVl6OnpoXv37pz9KxwdHaXeAS0vL5d6voqKCoSHh8PGxgYqKirQ0dGBvb09fv31V5ltEB9ubm7veXUI+Tbo6elBX1+fPQ4fPgxzc3N0794dABAUFIQ5c+agU6dOUvOXl5djypQpWLVqFcaNGwcrKys0b968xiW8CSHka0adB0Jq4ObmhpycHOTk5ODEiRNQUFBA3759JdK9fPkSe/fuxaxZsxAZGSkRP27cOOzfvx8bN27ErVu3cPToUQwZMgR5eXmcdIGBgez5xIesfSMWL16MiIgILFmyBDdu3EBiYiLGjBkjMayiehvEx549e979ohDyjSorK8POnTvh7+8PHo9XpzyXLl3C48ePIScnBzs7OxgYGMDd3Z2ePBBCvlk0bImQGvD5fOjr6wOo2qRlzpw56Nq1K549ewY9PT02XWxsLJo3b445c+bA0NAQDx8+hLGxMRt/6NAhrF+/Hr179wZQNc66Xbt2EudTVVVlz1ebQ4cO4ccff2SHVwCQuulb9TbUprS0FKWlpezroqKiOuUj5Ftw4MABFBQUwM/Pr8557t27BwAICQnB2rVrYWZmhjVr1sDR0RFZWVnQ0dH5SLUlhJDPg548EFJHxcXF2LlzJywsLKCrq8uJEwqF8PX1hUAggLu7O6Kiojjx+vr6+OOPP/DixYsPVh99fX2cPHkSz549+2BlhoWFQSAQsEf1DhAh3zqhUAh3d3cYGhrWOU9lZSUAYN68eRg8eDDatWsHkUgEHo8ndQgjIYR87ajzQEgNDh8+DHV1dairq0NDQwOHDh1CdHQ05OT+70/n9u3bSE1NxdChQwEAvr6+EIlEnK3mt23bhrNnz0JXVxcdOnTA1KlTcebMGYnzbdq0iT2furo6pk+fLrNua9euxbNnz6Cvr49WrVph3Lhx+PPPP2tsg/hYvny51DKDg4NRWFjIHg8fPqzztSLka/bPP/8gISEBo0ePrlc+AwMDAEDz5s3ZMD6fj6ZNm+LBgwcftI6EEPIloM4DITVwcnJCeno60tPTcf78ebi6usLd3R3//PMPmyYyMhKurq5o0KABAKB3794oLCzEyZMn2TTdunXDvXv3cOLECQwZMgTXr19H165dsWTJEs75fHx82POlp6fLXN0FqPqxcu3aNaSmpsLf3x9Pnz5Fv379JH78VG+D+Bg3bpzUMvl8PjQ1NTkHId8DkUiEhg0bok+fPvXK165dO/D5fGRmZrJhb968QXZ2NkxNTT90NQkh5LOjOQ+E1EBNTQ0WFhbs619//RUCgQC//PILli5dioqKCmzfvh25ubmcic0VFRWIjIxEz5492TBFRUV07doVXbt2xezZs7F06VKEhoZi9uzZUFJSAgAIBALO+WojJyeHDh06oEOHDggKCsLOnTsxfPhwzJs3D02aNJHaBkIIV2VlJUQiEUaOHCmxQEFubi5yc3Nx584dAEBGRgY0NDRgYmICHR0daGpqYty4cVi0aBGMjY1hamqKVatWAQBnPhIhhHwrqPNASD3weDzIycnh1atXAMDOY7h8+TLk5f9vB+Zr165h1KhRKCgogJaWltSymjdvjvLycrx+/ZrtPLwv8dCJkpKSD1IeId+DhIQEPHjwAP7+/hJxW7ZsweLFi9nX3bp1A1D1pEI8sXrVqlVQUFDA8OHD8erVK9jb2+PkyZPQ1tb+JPUnhJBPiToPhNSgtLQUubm5AID8/Hz89NNPKC4uRr9+/QBUTbDs06ePxCpHzZs3x9SpU7Fr1y5MmDABjo6O8Pb2Rvv27aGrq4sbN25g7ty5cHJyeuehQUOGDEGXLl3g4OAAfX193L9/H8HBwbCysoKNjY3UNogpKCiww6wI+d716tWLM0epupCQEISEhNSYX1FREatXr8bq1as/Qu0IIeTLQp0HQmpw9OhRdkKkhoYGbGxsEBsbC0dHR/z77784cuQIdu/eLZFPTk4OgwYNglAoxIQJE+Dq6ort27dj7ty5ePnyJQwNDdG3b18sXLjwnevm6uqKPXv2ICwsDIWFhdDX10ePHj0QEhLCGXpRvQ1i1tbWuHXrVp3PZTwnleY/EEIIIQQ8RtbtFkLId6+oqAgCgQCFhYXUeSCEEEK+Eh/z+5tWWyKEEEIIIYTUCQ1bIoTUymWLCxRU6L8L8nU6M0lyTxVCCCHvhp48EEII+S48fvwYvr6+0NXVhYqKClq2bIm0tDQ2/t9//4Wfnx8MDQ2hqqoKNzc33L59m1PG2LFjYW5uDhUVFejp6WHAgAH1mj9ECCFfO+o8kHfi5+cHHo+H8PBwTviBAwfA4/E4YRUVFYiIiEDLli2hrKwMbW1tuLu7S+ywHBUVJbGs6c2bN2FsbAwPDw+UlZVJTQMAr169go6ODho0aIDS0tIa625mZgYejyfzEC+/KCt+7969bFkMw2Dbtm2wt7eHuro6tLS00L59e6xbtw4vX74EULVaS5s2bSTqkZ2dDR6Ph/T0dJl1dXR0RFBQEPs6KSmpxrrzeDwkJSUhKiqKfS0vLw9tbW3Y29sjNDQUhYWFNV4fQr5F+fn56NKlCxQVFfHnn3/ixo0bWLNmDbucKsMwGDhwIO7du4eDBw/i8uXLMDU1hbOzM2fp43bt2kEkEuHmzZv466+/wDAMevXqhYqKis/VNEII+aRoHAJ5Z8rKylixYgXGjh0rcz1zhmHg5eWFhIQErFq1Cj179kRRURF+/vlnODo6IjY2FgMHDpSa98KFC3B3d8egQYOwdetWyMnJ7uvGxcXB1tYWDMPgwIEDGDp0qMy0Fy5cYL/oz549i8GDByMzM5OdUKSiosKmFYlEcHNz4+Sv3nkZPnw49u/fj/nz5+Onn36Cnp4erly5gnXr1sHMzExm296Vg4MDcnJy2NdTpkxBUVERRCIRG6ajo4Ps7GxoamoiMzMTDMOgoKAAZ8+eRVhYGEQiEc6cOQNDQ8MPWjdCvmQrVqyAsbEx529FvJEiANy+fRupqam4du0abG1tAQCbN2+Gvr4+9uzZw+7cPmbMGDaPmZkZli5ditatWyM7Oxvm5uafqDWEEPL5UOeBvDNnZ2fcuXMHYWFhWLlypdQ0MTEx2LdvHw4dOsTujQAA27ZtQ15eHkaPHg0XFxeoqalx8p08eRIDBgzAjz/+iBUrVtRaF6FQCF9fXzAMA6FQWGPnQU9Pj/23jo4OAKBhw4ZSn2hoaWlBX19fZtt27dqFAwcOYMCAAWy4mZkZ+vfvj6KiolrrXV9KSkqc+qioqKC0tFRqHXk8HhtuYGCAZs2aoV+/frC1tcWsWbOwc+fOD14/Qr5Uhw4dgqurKzw8PJCcnIzGjRvjxx9/RGBgIACwTyyVlZXZPHJycuDz+Th9+jTbeaiupKQEIpEITZo0gbGx8adpCCGEfGY0bIm8M3l5eSxfvhwbN27Eo0ePpKbZvXs3rKysOB0HsenTpyMvLw/Hjx/nhMfHx6NPnz6YP39+nToOd+/exblz5+Dp6QlPT0+kpKTgn3/+ebdG1cOuXbtgbW3N6TiI8Xg8CASCj16H+mrYsCF8fHxw6NAhqcMsSktLUVRUxDkI+Rbcu3cPmzdvhqWlJf766y+MHz8ekydPxvbt2wEANjY2MDExQXBwMPLz81FWVoYVK1bg0aNHnKd9ALBp0yaoq6tDXV0df/75J44fP/7BdoknhJAvHXUeyHsZNGgQ2rRpg0WLFkmNz8rKQrNmzaTGicOzsrLYsOLiYnh4eGDmzJmYPXt2neoQGRkJd3d3aGtrQ0dHB66urpyhCe/D29ub/ZEgPh48eACgapiDtbV1ncrJyMiQKEc8NOJTs7GxwYsXL5CXlycRFxYWBoFAwB50N5V8KyorK9G2bVssX74cdnZ2GDNmDAIDA7FlyxYAVbtE79+/H1lZWdDR0YGqqioSExPh7u4uMWTSx8cHly9fRnJyMqysrODp6YnXr19/jmYRQsgnR50H8t5WrFiB7du34+bNm1Lj67MPoYqKClxcXPDLL7/ILK+6iooKbN++Hb6+vmyYr68voqKiUFlZWefzyhIREYH09HTOIZ4rUJ92WVtbS5Tzxx9/vHf93oW43m9PbAeA4OBgFBYWssfDhw8/dfUI+SgMDAzQvHlzTlizZs3YmwFA1WTo9PR0FBQUICcnB0ePHkVeXh6aNm3KyScQCGBpaYlu3bph3759uHXrFuLj4z9JOwgh5HOjOQ/kvXXr1g2urq4IDg5mVyoSs7KyktkJEIdbWVmxYfLy8jhw4AB++OEHODk5ITExUeaTCwD466+/8PjxY4k5DhUVFThx4gRcXFzesVVV9PX1YWFhITXOysqqzks0KikpSZSjoPB5/vxu3rwJTU1N6OrqSsTx+Xzw+fzPUCtCPq4uXbogMzOTE5aVlQVTU1OJtOIhh7dv30ZaWhqWLFkis1yGYcAwTK2rvBFCyLeCnjyQDyI8PBy///47zp07xwn38vLC7du38fvvv0vkWbNmDXR1dSV+4PP5fOzfvx8dOnSAk5MTbty4IfO8QqEQXl5eEnf1vby8IBQKP0zjZBg2bBiysrJw8OBBiTiGYb7IJVGfPn2K3bt3Y+DAgTWuXkXIt2bq1KlITU3F8uXLcefOHezevRvbtm3DhAkT2DSxsbFISkpil2t1cXHBwIED0atXLwBV8ybCwsJw8eJFPHjwAGfPnoWHhwdUVFTQu3fvz9U0Qgj5pOjJA/kgWrZsCR8fH2zYsIET7uXlhdjYWIwcOVJiqdZDhw4hNjZWYqUloKoDERcXBw8PDzg5OeHkyZMScwSePXuG33//HYcOHUKLFi04cSNGjMCgQYPw/PlzdkWld1FQUIDc3FxOmIaGBtTU1ODp6Yn4+Hh4e3tj/vz56NWrF/T09JCRkYGIiAhMmjTpgyzV+uzZM4m9IAwMDNCoUaMa8zEMg9zcXHap1nPnzmH58uUQCAQS+3MQ8q3r0KED4uPjERwcjNDQUDRp0gTr1q2Dj48PmyYnJwfTpk3Dv//+CwMDA4wYMQILFixg45WVlZGSkoJ169YhPz8fjRo1Qrdu3XD27Fk0bNjwczSLEEI+Oeo8kA8mNDQU0dHRnDAej4eYmBisW7cOERER+PHHH6GsrIzOnTsjKSkJXbp0kVmekpIS9u3bB09PT7YDUd2OHTugpqaGnj17SuTt2bMnVFRUsHPnTkyePPmd2zRq1CiJsLCwMMyZMwc8Ho+9exkZGYlly5ZBQUEBlpaWGDFiBFxdXd/5vNXt3r0bu3fv5oQtWbIE8+fPrzFfUVERDAwMwOPxoKmpCWtra4wcORJTpkxh97Qg5HvSt29f9O3bV2b85MmTa/z/wtDQ8LPNVSKEkC8Fj6nPrE9CyHelqKgIAoEAhYWF1OEghBBCvhIf8/ubBj0TQgghhBBC6oQ6D4QQQgghhJA6oTkPhJBanXZzh9pnWlqWfJu6n0r+3FUghBDyDujJAyGEkM8iJCQEPB6Pc9jY2LDxubm5GD58OPT19aGmpoa2bdsiLi5OopwjR47A3t4eKioq0NbW/iCrnBFCCJGOOg+kzs6dOwd5eXn06dNHIi47Oxs8Hk9iSdHqysrKsHLlSrRu3Rqqqqpo0KABunTpApFIhDdv3tR6Lj8/P4kfGtUPMzMzAICjo6PU+HHjxrFl8Xg8HDhwoM5tNzMzw7p166TGySrLz89P4kfMnTt3MGrUKBgZGYHP56NJkybw9vZGWloapzxpx969ewEASUlJ4PF4sLW1RUVFBad8LS0tREVFsWlqOpKSkurcfkI+FltbW+Tk5LDH6dOn2bgRI0YgMzMThw4dQkZGBn744Qd4enri8uXLbJq4uDgMHz4co0aNwpUrV3DmzBkMGzbsczSFEEK+CzQOgdSZUCjEpEmTIBQK8eTJExgaGtY5b1lZGVxdXXHlyhUsWbIEXbp0gaamJlJTU7F69WrY2dmhTZs2NZ5r/fr1nP0JDAwMIBKJ4ObmBqBqd2qxwMBAhIaGcuqgqqr6ji3/MNLS0tCzZ0+0aNECW7duhY2NDV68eIGDBw9i+vTpSE7+v2Ec1dslpqWlxXl979497NixQ+pysg4ODsjJyWFfT5kyBUVFRRCJRGzY++x/QciHoqCgAH19falxZ8+exebNm9GxY0cAwPz58xEREYGLFy/Czs4O5eXlmDJlClatWoWAgAA2X/PmzT9J3Qkh5HtEnQdSJ8XFxYiOjkZaWhpyc3MRFRWFuXPn1jn/unXrcOrUKaSlpcHOzo4Nb9q0KTw8PFBWVlbruQQCAQQCAadcLS0tqT88VFVVZf4g+RwYhoGfnx8sLS2RkpLC2d25TZs2mDJlCie9rHZVN2nSJCxatAjDhg0Dn8/nxCkpKXHyq6iooLS09Iu6JoQAwO3bt2FoaMju/xIWFgYTExMAVZ3g6Oho9OnTB1paWoiJicHr16/h6OgIALh06RIeP34MOTk52NnZITc3F23atMGqVaskNo4khBDyYdCwJVInMTExsLGxgbW1NXx9fREZGYn6bBGya9cuODs7czoOYoqKipxdpt/3XF+i9PR0XL9+HdOnT+d0HMTefqpQF0FBQSgvL8fGjRs/QA2rlJaWoqioiHMQ8rHY29sjKioKR48exebNm3H//n107doVL168AFD1f8GbN2+gq6sLPp+PsWPHIj4+HhYWFgCqnr4BVXMn5s+fj8OHD0NbWxuOjo54/vz5Z2sXIYR8y6jzQOpEKBTC19cXAODm5obCwkLOMJva3L59mzMR8mOeCwA2bdoEdXV1zrFr1656lfEh3b59GwDqfA28vb0l6v/gwQNOGlVVVSxatAhhYWEoLCz8IPUMCwtjn/AIBAIYGxt/kHIJkcbd3R0eHh5o1aoVXF1d8ccff6CgoAAxMTEAgAULFqCgoAAJCQlIS0vDtGnT4OnpiYyMDABAZWUlAGDevHkYPHgw2rVrB5FIBB6Ph9jY2M/WLkII+ZZR54HUKjMzE+fPn4e3tzeAqjHKQ4cOhVAorHMZdX1y8CHOBQA+Pj5IT0/nHP37969XGR9SfZ+cRERESNRf2hyTgIAA6OrqYsWKFR+knsHBwSgsLGSPhw8ffpByCakLLS0tWFlZ4c6dO7h79y5++uknREZGomfPnmjdujUWLVqE9u3b4+effwZQNe8J4M5x4PP5aNq0qURnmxBCyIdBcx5IrYRCIcrLyzk/XhmGAZ/Px08//SQxD0EaKysr3Lp165OcCwAEAgE7tOFj09DQkHrnv6CggK2vlZUVAODWrVtSh269TV9fv071V1BQwLJly+Dn54eJEyfWs+aS+Hy+xPwJQj6V4uJi3L17F8OHD8fLly8BQGKYn7y8PPvEoV27duDz+cjMzMT//vc/AMCbN2+QnZ0NU1PTT1t5Qgj5TtCTB1Kj8vJy7NixA2vWrOHcBb9y5QoMDQ2xZ8+eOpUzbNgwJCQkcJZYFHvz5g1KSko+2Lk+NWtra1y8eJETVlFRgStXrrCdhjZt2qB58+ZYs2YN+8OnuoKCgnc+v4eHB2xtbbF48eJ3LoOQz2HGjBlITk5GdnY2zp49i0GDBkFeXh7e3t6wsbGBhYUFxo4di/Pnz+Pu3btYs2YNjh8/zi6BrKmpiXHjxmHRokU4duwYMjMzMX78eABVfxeEEEI+PHryQGp0+PBh5OfnIyAgQOKu/+DBgyEUCjn7J2RmZkqUYWtri6CgIBw5cgQ9e/bEkiVL8L///Q8aGhpIS0vDihUrIBQKkZ2dXa9z1eTly5fIzc3lhPH5fGhra7Ov79+/L7EvhaWlJWfydnWPHz+WSG9qaopp06YhICAANjY2cHFxQUlJCTZu3Ij8/HyMHj0aQNXeDSKRCM7OzujatSvmzZsHGxsbFBcX4/fff8exY8c48zoKCgok6q+hoSGzbuHh4XB1da3xmhDypXn06BG8vb2Rl5cHPT09/O9//0Nqair09PQAAH/88QfmzJmDfv36obi4GBYWFti+fTt69+7NlrFq1SooKChg+PDhePXqFezt7XHy5EnO3zohhJAPh8d87cvYkI+qX79+qKysxJEjRyTizp8/D3t7e1y5cgWamppo0qSJ1DIePnwIIyMjlJaWIiIiArt378bt27ehqqqKZs2aITAwED4+Phg0aFCdztWqVSsAVT/I4+PjJTZic3R0lDrB2tXVFUePHmXzSpOSksIOf6jOzMwM//zzj0T4b7/9Bl9fX+zevRtr165FVlYWVFVV0a5dO4SFhbF1FcvKysKyZcuQkJCA//77DwYGBnBwcMDMmTPZ4Uyy6hYWFoY5c+YgKSkJTk5OyM/P56zS5OrqimPHjkEkEsHPz4+T18/PDwUFBfXaGA8AioqKIBAIcKSzA9QU6F4D+XC6n6rfIgiEEELqTvz9XVhYCE1NzQ9aNnUeCCEyfcz/fAghhBDycXzM72+a80AIIYQQQgipE+o8EEIIIYQQQuqEBjETQmr1MLwTNJTlP3c1yBfEZGHG564CIYSQz4CePBBCCHknISEh4PF4nEO8i/rz588xadIkWFtbQ0VFBSYmJpg8ebLM3dDz8vJgZGQEHo/3XksXE0II+bio8/CF8fPzY7+EFRUV0aRJE8yaNQuvX7+WSHv48GF0794dGhoaUFVVRYcOHRAVFcVJk52dzfliV1JSgoWFBZYuXcrZ9Vjaj4DqPwSAqlWMxOHKysqwsrJCWFgYGIaRmb/6IU1SUhInjYqKCmxtbbFt2zaJtGfPnkXv3r2hra0NZWVltGzZEmvXrkVFRQUnXXJyMnr06AEdHR2oqqrC0tISI0eORFlZGZuGYRhs27YN9vb2UFdXh5aWFtq3b49169axm1OFhISgTZs2EvUQX9O3l2192507d+Dv7w8TExPw+Xw0btwYPXv2xK5du1BeXs6mE7c9NTWVk7+0tBS6urrg8XhISkqSSM/j8aCgoAATExNMmzYNpaWlbJqoqCjOSkzV8Xi8eq+6RIgstra2yMnJYY/Tp08DAJ48eYInT55g9erVuHbtGqKionD06FEEBARILScgIEBidTJCCCFfHhq29AVyc3ODSCTCmzdvcPHiRYwcORI8Hg8rVqxg02zcuBFBQUGYPXs2Nm/eDCUlJRw8eBDjxo3DtWvXsHr1ak6ZCQkJsLW1RWlpKU6fPo3Ro0fDwMCA80Vua2uLhIQETj6Ft5bnDAwMRGhoKEpLS3Hy5EmMGTMGWlpamDFjBmcPhg4dOmDMmDEIDAysU5szMzOhqamJV69e4ffff8f48eNhbm6Onj17AgDi4+Ph6emJUaNGITExEVpaWkhISMCsWbNw7tw5xMTEgMfj4caNG3Bzc8OkSZOwYcMGqKio4Pbt24iLi+N0MoYPH479+/dj/vz5+Omnn6Cnp4crV65g3bp1MDMzk1j+tb7Onz8PZ2dn2Nra4ueff2Y7YWlpafj555/RokULtG7dmk1vbGwMkUiETp06sWHx8fFQV1fH8+fPJcoXiURwc3PDmzdvcOXKFYwaNQpqampYsmTJe9WbkPpSUFCAvr6+RHiLFi0QFxfHvjY3N8eyZcvg6+uL8vJyzv8tmzdvRkFBARYuXIg///zzk9SbEELIu6HOwxeIz+ezX8bGxsZwdnbG8ePH2c7Dw4cPMX36dAQFBWH58uVsvunTp0NJSQmTJ0+Gh4cH7O3t2ThdXV22TFNTU4hEIly6dInTeZD1I6A6VVVVNs2oUaPw008/4fjx4xg/fjzU1dXZdPLy8tDQ0Ki1PLGGDRuyd8onT56MDRs24NKlS+jZsydKSkoQGBiI/v37c55IjB49Go0aNUL//v0RExODoUOH4tixY9DX18fKlSvZdObm5nBzc2Nfx8TEYNeuXThw4AAGDBjAhpuZmaF///4oKiqqU51lYRgGfn5+sLKywpkzZyAn938P+CwtLeHt7Y23V0geOXIkNmzYgHXr1kFFRQUAEBkZiZEjR0rtEGhpaXE+IwMGDMClS5feq96EvIvbt2/D0NAQysrK6Ny5M8LCwmBiYiI1rXjJwOodhxs3biA0NBR///037t2796mqTQgh5B3RsKUv3LVr13D27FkoKSmxYfv27cObN28wY8YMifRjx46Furo69uzZI7PMtLQ0XLx4kdO5qC+GYZCSkoJbt25x6va+GIbB0aNH8eDBA7Z+x44dQ15entT29uvXD1ZWVmx79fX1kZOTg1OnTsk8x65du2Btbc3pOIjxeDyJ3a3rKz09HTdv3sSMGTM4HYe3z1Ndu3btYGZmxt6pffDgAU6dOoXhw4fXer6srCycPHnyvd5PsdLSUhQVFXEOQmSxt7dnhyNt3rwZ9+/fR9euXfHixQuJtP/99x+WLFmCMWPGsGGlpaXw9vbGqlWrZHY4CCGEfFnoycMX6PDhw1BXV0d5eTlKS0shJyeHn376iY3PysqCQCCAgYGBRF4lJSU0bdoUWVlZnHAHBwfIycmhrKwMb968wZgxYzBixAhOmoyMDM7TAwDw9fXFli1b2NebNm3Cr7/+ypajrKyMyZMnv3ebjYyMAFT9mKisrERoaCi6devGthcAmjVrJjWvjY0Nm8bDwwN//fUXunfvDn19fXTq1Ak9e/bEiBEj2E1Sbt++DWtr6zrVS9o1qW1fRXFdqp/j6dOnaNq0Kft65cqV+PHHHzn5/P39ERkZCV9fX0RFRaF3797Q09OTeg5vb2/Iy8uzn5G+ffsiODiYk6awsFCi7rUJCwvD4sWL65WHfL/c3d3Zf7dq1Qr29vYwNTVFTEwM56lmUVER+vTpg+bNmyMkJIQNDw4ORrNmzeDr6/spq00IIeQ9UOfhC+Tk5ITNmzejpKQEERERUFBQwODBg9+rzOjoaDRr1gxv3rzBtWvXMGnSJGhrayM8PJxNY21tjUOHDnHyvb0roY+PD+bNm4f8/HwsWrQIDg4OcHBweK+6AUBKSgo0NDRQWlqK8+fPY+LEidDR0cH48ePZNHXZDF1eXh4ikQhLly7FyZMn8ffff2P58uVYsWIFzp8/DwMDgzqVIybtmjx+/BiOjo51LgOoGjYmnmDt6OjImbwt5uvrizlz5uDevXuIiorChg0bZJYXEREBZ2dnVFRU4M6dO5g2bRqGDx+OvXv3smk0NDSkDmWytLSUWW5wcDCmTZvGvi4qKoKxsXFdmkgItLS0YGVlhTt37rBhL168gJubGzQ0NBAfHw9FRUU27uTJk8jIyMC+ffsA/N/feIMGDTBv3jzqyBJCyBeIOg9fIDU1NVhYWACoGvfeunVrCIVC9k6elZUVCgsL8eTJExgaGnLylpWV4e7du3BycuKEGxsbs2U2a9YMd+/exYIFCxASEgJlZWUAYFdiqolAIGDTxMTEwMLCAp06dYKzs/N7tblJkybsnAdbW1v8/fffWLZsGcaPHw8rKysAwM2bN6V2VG7evInmzZtzwho3bozhw4dj+PDhWLJkCaysrLBlyxYsXrwYVlZWuHXrVp3qJe2avD2J/G3iH+eZmZmws7MDUNWpEZcjK7+uri769u2LgIAAvH79Gu7u7lKHfwBVw7PE5VlbW+PFixfw9vbG0qVL2XA5Obla38+38fl88Pn8euUhRKy4uBh3795lh9sVFRXB1dUVfD4fhw4dYv+vEYuLi8OrV6/Y1xcuXIC/vz9SUlJgbm7+SetOCCGkbmjOwxdOTk4Oc+fOxfz589kv2cGDB0NRURFr1qyRSL9lyxaUlJTA29u7xnLFQ16k3QGvK3V1dUyZMgUzZsyo1938upCXl2fb26tXL+jo6Eht76FDh3D79u0a26utrQ0DAwOUlJQAAIYNG4asrCwcPHhQIi3DMDLXoa8rOzs72NjYYPXq1aisrKxXXn9/fyQlJWHEiBGQl6/7pmzitNV/iBHysc2YMQPJycnIzs7G2bNnMWjQIMjLy8Pb2xtFRUXo1asXSkpKIBQKUVRUhNzcXOTm5rIrn5mbm6NFixbs0aRJEwBVNzgaNmz4OZtGCCFEBnry8BXw8PDAzJkz8fPPP2PGjBkwMTHBypUrMX36dCgrK2P48OFQVFTEwYMHMXfuXEyfPl1i8mxeXh5yc3NRXl6OjIwMrF+/Hk5OTpxhSeXl5cjNzeXk4/F4aNSokcy6jR07FkuWLEFcXByGDBnyzm18+vQpXr9+zQ5b+u2339jy1NTUsHXrVnh5eWHMmDGYOHEiNDU1ceLECcycORNDhgyBp6cnAGDr1q1IT0/HoEGDYG5ujtevX2PHjh24fv06Nm7cCADw9PREfHw8vL29MX/+fPTq1Qt6enrIyMhAREQEJk2a9F5LtfJ4PIhEIri4uKBLly7suO43b97g1KlTePbsmcyOgZubG549eyYxXOxtBQUFyM3NRWVlJW7fvo3Q0FBYWVnJnBdCyMfw6NEjeHt7Iy8vD3p6evjf//6H1NRU6OnpISkpCX///TcASDwBu3//PszMzD5DjQkhhLwv6jx8BRQUFDBx4kSsXLkS48ePh5qaGoKCgtC0aVOsXr0a69evR0VFBWxtbbF582aMGjVKogzxsCJ5eXkYGBigd+/eWLZsGSfN9evXJSZh8/l8qRvUieno6GDEiBEICQnBDz/8IHN1odqIJxcrKCjA2NgYY8eO5UysHDJkCBITE7Fs2TJ07doVr1+/hqWlJebNm4egoCB29aKOHTvi9OnTGDduHJ48eQJ1dXXY2triwIED6N69O4CqH/e7d+/Gtm3bEBkZiWXLlkFBQQGWlpYYMWIEXF1d36kN1XXq1AkXL17E8uXLMWHCBOTm5kJNTQ2tW7dGREQE/P39pebj8Xho0KBBreWL32Mejwd9fX1069YNy5cvr3VIFSEfUvU5Nm9zdHSs9xPJd8lDCCHk0+Ix9D81IUSGoqIiCAQCdn1+QgghhHz5Pub3N815IIQQQgghhNQJdR4IIYQQQgghdUIDpAkhtdo690+o8FU/dzXIJzRxTT+JsPDwcAQHB2PKlClYt24dAODu3buYMWMGTp8+jdLSUri5uWHjxo2chRb69++P9PR0PH36FNra2nB2dsaKFSsklpomhBDy5aMnD4QQQmp14cIFbN26Fa1atWLDSkpK0KtXL/B4PJw8eRJnzpxBWVkZ+vXrx1mm2MnJCTExMcjMzERcXBzu3r37XquzEUII+Xyo80C+KI6OjggKCpIIj4qKYjeRA4CQkBDweDyMGzeOky49PR08Hg/Z2dkAgOzsbPB4PHZ357dfSzsPj8eTOMSbW/Xr1w9ubm5S86akpIDH4+Hq1avseaQdqampEueSk5ODgYEBhg4digcPHtR4jcT53q5HQUEBeDwekpKS8O+//0JRUVHmajgBAQFo27ZtjechRKy4uBg+Pj745ZdfoK2tzYafOXMG2dnZiIqKQsuWLdGyZUts374daWlpOHnyJJtu6tSp6NSpE0xNTeHg4IA5c+YgNTUVb968+RzNIYQQ8h6o80C+WsrKyhAKhbh9+/YHLVdTUxM5OTmc459//gFQ9aP7+PHjePTokUQ+kUiE9u3bc+7MJiQkSJTVrl07iXM9fvwYcXFxyMzMhIeHR611VFBQQEJCAhITE6XGN2rUCH369EFkZKREXElJCWJiYtgdywmpzYQJE9CnTx+JneRLS0vB4/E4u5IrKytDTk4Op0+fllrW8+fPsWvXLjg4OEBRUfGj1psQQsiHR50H8tWytraGk5MT5s2b90HLFe+dUP0Qj9/u27cv9PT0EBUVxclTXFyM2NhYiR/kurq6EmVV/8EkPpeBgQEcHBwQEBCA8+fPo6ioqMY6qqmpwd/fH3PmzJGZJiAgACdOnJB4khEbG4vy8nL4+PhI5CktLUVRURHnIN+3vXv34tKlSwgLC5OI69SpE9TU1DB79my8fPkSJSUlmDFjBioqKpCTk8NJO3v2bKipqUFXVxcPHjyQusM7IYSQLx91HshXLTw8HHFxcUhLS/sk51NQUMCIESMQFRXF2cwqNjYWFRUV8Pb2fueynz59ivj4eMjLy8vcgbq6kJAQZGRkYN++fVLje/fujUaNGkl0dEQiEX744QfOMDCxsLAwCAQC9jA2Nn6XppBvxMOHDzFlyhTs2rWLHbpXnZ6eHmJjY/H7779DXV0dAoEABQUFaNu2rcSGkTNnzsTly5dx7NgxyMvLY8SIEbQhHCGEfIWo80C+am3btoWnpydmz579wcosLCyEuro653B3d2fj/f39cffuXSQnJ7NhIpEIgwcPhkAg4JTl4OAgUZa0c6mpqaFRo0ZITEzEhAkToKamVms9DQ0NMWXKFMybNw/l5eUS8fLy8hg5ciSno3P37l2kpKTI3OE6ODgYhYWF7PHw4cNa60G+XRcvXsTTp0/Rtm1bKCgoQEFBAcnJydiwYQMUFBRQUVGBXr164e7du3j69Cn+++8//Pbbb3j8+DGaNm3KKatBgwawsrKCi4sL9u7diz/++IOd/0MIIeTrQUu1kq/e0qVL0axZMxw7dgwNGzZ87/I0NDRw6dIlTpiKigr7bxsbGzg4OCAyMhKOjo64c+cOUlJSEBoaKlFWdHQ0mjVrVuu53rx5gz///BO7du3CsmXL6lzX2bNnY+vWrYiMjISnp6dEvL+/P8LDw5GYmIgePXpAJBLBzMwMPXr0kFoen8/njF8n37eePXsiIyODEzZq1CjY2Nhg9uzZnCdkDRo0AACcPHkST58+Rf/+/WWWK16JqbS09CPUmhBCyMdEnQfyRdHU1ERhYaFEeEFBgcRdfTFzc3MEBgZizpw5EAqF710HOTk5WFhY1JgmICAAkyZNws8//wyRSARzc3N0795dIp2xsXGNZVU/V7NmzXD37l2MHz8ev/32W53qqqWlheDgYCxevBh9+/aViLe0tETXrl0hEong6OiIHTt2IDAwEDwer07lk++bhoYGWrRowQkTz1sQh4tEIjRr1gx6eno4d+4cpkyZgqlTp8La2hoA8Pfff+PChQv43//+B21tbdy9excLFiyAubk5Onfu/MnbRAgh5P3QsCXyRbG2tpa46w8Aly5dgpWVlcx8CxcuRFZWlsylST80T09PyMnJYffu3dixYwf8/f0/yA/yOXPmIDo6Wuo1kGXSpEmQk5PD+vXrpcYHBAQgLi4OcXFxePz4Mfz8/N67noSIZWZmYuDAgWjWrBlCQ0Mxb948rF69mo1XVVXF/v370bNnT1hbWyMgIACtWrVCcnIyPeUihJCvED15IF+U8ePH46effsLkyZMxevRo8Pl8HDlyBHv27MHvv/8uM1+jRo0wbdo0rFq1qk7nyczMlAiztbUFADAMg9zcXIn4hg0bspNA1dXVMXToUAQHB6OoqEjmD/K8vDyJsrS0tKROPgWqnlQMGjQICxcuxOHDh+vUFmVlZSxevBgTJkyQGu/h4YHJkydj7Nix6NWrF02CJu8lKSmJ8zo8PBzh4eEy07ds2ZKz5wMhhJCvG3UeyBeladOmOHXqFObNmwdnZ2eUlZXBxsYGsbGxMjdnE5sxYwY2b96M169f13oeLy8viTDx5OCioiIYGBhIxOfk5EBfX599HRAQAKFQiN69e8PQ0FDqed5eFx8A9uzZI/X8YlOnTkXnzp1x/vx5dOzYsda2AMDIkSOxZs0a3LhxQyJOVVUVXl5e2LZtm8yJ0rUZu9wdmpqa75SXEEIIId8OHkNr5RFCZCgqKoJAIEBhYSF1HgghhJCvxMf8/qY5D4QQQgghhJA6oWFLhJBauWxxgYIK/XfxLTgz6cznrgIhhJCvGD15IISQ71x4eDh4PB6CgoLYMEdHR/B4PM4xbtw4qfnz8vJgZGQEHo+HgoKCT1NpQgghnwXdSiSEkO/YhQsXsHXrVrRq1UoiLjAwkLP5oaqqqtQyxMuvPn78+KPVkxBCyJeBnjyQr4Kfnx94PJ7EkpAHDhyQ2F+hoqICERERaNmyJZSVlaGtrQ13d3ecOcMdrhEVFQUtLS1O2M2bN2FsbAwPDw+UlZVJTQMAr169go6ODho0aFDnXXKLioowb9482NjYQFlZGfr6+nB2dsb+/ftRfd2C69evw9PTE3p6euDz+bCyssLChQvx8uVLTnlmZmbsHWFVVVW0bNkSv/76KydNUlIS585xo0aNMHjwYNy7d69OdSbftuLiYvj4+OCXX36Btra2RLyqqir09fXZQ9qku82bN6OgoAAzZsz4FFUmhBDymVHngXw1lJWVsWLFCuTn58tMwzAMvLy8EBoaiilTpuDmzZtISkqCsbExHB0dceDAAZl5L1y4gK5du8LNzQ3R0dFQUlKSmTYuLg62trawsbGpsUyxgoICODg4YMeOHQgODsalS5dw6tQpDB06FLNmzWJ31U5NTYW9vT3Kyspw5MgRZGVlYdmyZYiKioKLiwvKyso45YaGhiInJwfXrl2Dr68vAgMD8eeff0qcPzMzE0+ePEFsbCyuX7+Ofv36oaKiotZ6k2/bhAkT0KdPH6lLCgPArl270KBBA7Ro0QLBwcESHdgbN24gNDQUO3bsYPdAIYQQ8m2jYUvkq+Hs7Iw7d+4gLCwMK1eulJomJiYG+/btw6FDh9CvXz82fNu2bcjLy8Po0aPh4uICNTU1Tr6TJ09iwIAB+PHHH7FixYpa6yIUCuHr6wuGYSAUCjF06NAa08+dOxfZ2dnIysri7AlhZWUFb29vKCsrg2EYBAQEoFmzZti/fz/7Y8zU1BRWVlaws7NDREQEZs+ezebX0NBg956YPXs2Vq5ciePHj8Pd3Z1z/oYNG0JLSwsGBgZYuHAhfHx8cOfOHVhbW3PSlZaWcp6kFBUV1XotyNdp7969uHTpEi5cuCA1ftiwYTA1NYWhoSGuXr2K2bNnIzMzE/v37wdQ9Vnx9vbGqlWrYGJiQk+zCCHkO0G3ishXQ15eHsuXL8fGjRvx6NEjqWl2794NKysrTsdBbPr06cjLy8Px48c54fHx8ejTpw/mz59fp47D3bt3ce7cOXh6esLT0xMpKSn4559/ZKavrKzE3r174ePjI3UzOXV1dSgoKCA9PR03btzAtGnTJO7itm7dGs7OztizZ4/Mc8TFxSE/P7/GJyYAoKKiAgASTzEAICwsDAKBgD1oN+pv08OHDzFlyhTs2rVL5m7nY8aMgaurK1q2bAkfHx/s2LED8fHxuHv3LgAgODgYzZo1g6+v76esOiGEkM+MOg/kqzJo0CC0adMGixYtkhqflZWFZs2aSY0Th2dlZbFhxcXF8PDwwMyZMzl39GsSGRkJd3d3aGtrQ0dHB66urhCJRDLT//fff8jPz4eNjU2N5YrrVVP9q9cdqHraoK6uDj6fjyFDhkBbWxujR4+WeY6cnBysXr0ajRs3lnjqAFT9ICwsLGQP8a7b5Nty8eJFPH36FG3btoWCggIUFBSQnJyMDRs2QEFBQeqQNnt7ewDAnTt3AFQ9rYuNjWXz9+zZEwDQoEEDmX+fhBBCvn7UeSBfnRUrVmD79u24efOm1Pj6bJquoqICFxcX/PLLLzLLq66iogLbt2/n3G319fVFVFQUKisr37s+9U0/c+ZMpKen4+TJk7C3t0dERAQsLCwk0hkZGUFNTQ2GhoYoKSlBXFyc1CcUfD4fmpqanIN8e3r27ImMjAykp6ezR/v27eHj44P09HTIy8tL5ElPTwcAGBgYAKia93PlyhU2v3iyfkpKCiZMmPDJ2kIIIeTTojkP5KvTrVs3uLq6Ijg4GH5+fpw4KysrmZ0AcbiVlRUbJi8vjwMHDuCHH36Ak5MTEhMTZd75B4C//voLjx8/lpjjUFFRgRMnTsDFxUUij56eHrS0tHDr1q0a2yWu182bN2FnZye1/tXrDlTd5bWwsICFhQViY2PRsmVLtG/fHs2bN+ekS0lJgaamJho2bAgNDY0a60G+fRoaGmjRogUnTE1NDbq6umjRogXu3r2L3bt3o3fv3tDV1cXVq1cxdepUdOvWjV3S1dzcnJP/v//+A1D1hEzaCmWEEEK+DfTkgXyVwsPD8fvvv+PcuXOccC8vL9y+fRu///67RJ41a9ZAV1dX4gc+n8/H/v370aFDBzg5OeHGjRsyzysUCuHl5cW5Y5ueng4vLy8IhUKpeeTk5ODl5YVdu3bhyZMnEvHFxcUoLy9HmzZtYGNjg4iICImnGFeuXEFCQgK8vb1l1s3Y2BhDhw5FcHCwRFyTJk1gbm5OHQdSJ0pKSkhISECvXr1gY2OD6dOnY/DgwVL/rgghhHxf6MkD+SqJJ3Fu2LCBE+7l5YXY2FiMHDkSq1atQs+ePVFUVISff/4Zhw4dQmxsrMRKS0BVByIuLg4eHh5wcnLCyZMnYWtry0nz7Nkz/P777zh06JDEXdsRI0Zg0KBBeP78OXR0dCTKX7ZsGZKSkmBvb49ly5ahffv2UFRUREpKCsLCwnDhwgVoaWlBKBTCxcUFgwcPRnBwMPT19fH3339j+vTp6Ny5M2cHYGmmTJmCFi1aIC0tDe3bt6/j1SSkak8QMWNjYyQnJ9crv6OjY72H6BFCCPn6UOeBfLVCQ0MRHR3NCePxeIiJicG6desQERGBH3/8EcrKyujcuTOSkpLQpUsXmeUpKSlh37598PT0ZDsQ1e3YsQNqamrsxNDqevbsCRUVFezcuROTJ0+WiNfR0UFqairCw8OxdOlS/PPPP9DW1kbLli2xatUqCAQCAICDgwNSU1OxePFiuLu748WLFzAxMcHIkSMRHBwMPp9f4zVp3rw5evXqhYULF+KPP/6oMW19HB93nOY/EEIIIQQ8hm4VEUJkKCoqgkAgQGFhIXUeCCGEkK/Ex/z+pjkPhBBCCCGEkDqhYUuEkFo9DO8EDWXJ5TvJl8tkYcbnrgIhhJBvED15IISQ70R4eDh4PB5n4v3YsWNhbm4OFRUV6OnpYcCAARLLCk+ePBnt2rUDn89HmzZtPm2lCSGEfFGo80C+Gs+ePcP48eNhYmICPp8PfX19uLq64syZM2waMzMzrFu3jvOax+NJHOHh4QCA7Oxs8Hg8yMvL4/Hjx5zz5eTkQEFBATweD9nZ2Zz00o7U1FQAQFRUFHg8Htzc3DjlFRQUgMfjcVa1SU5ORo8ePaCjowNVVVVYWlpi5MiRKCsrq/V6hIWFQV5eHqtWrZIan5ubiylTpsDCwgLKyspo1KgRunTpgs2bN+Ply5e1lk++LRcuXMDWrVvZfRrE2rVrB5FIhJs3b+Kvv/4CwzDo1auXxC7T/v7+EvubEEII+f7QsCXy1Rg8eDDKysqwfft2NG3aFP/++y9OnDiBvLy8GvOFhoYiMDCQE/b2fgeNGzfGjh07OHskbN++HY0bN8aDBw8kykxISJBYylVXV5f9t4KCAhISEpCYmAgnJyep9bpx4wbc3NwwadIkbNiwASoqKrh9+zbi4uIkfrhJExkZiVmzZiEyMhIzZ87kxN27dw9dunSBlpYWli9fjpYtW4LP5yMjIwPbtm1D48aN0b9//1rPQb4NxcXF8PHxwS+//IKlS5dy4saMGcP+28zMDEuXLkXr1q2RnZ3NbgQnXhL52bNnuHr16qerOCGEkC8OdR7IV6GgoAApKSlISkpC9+7dAQCmpqbo2LFjrXk1NDSgr69fY5qRI0dCJBJxOg8ikQgjR47EkiVLJNLr6urWWKaamho8PT0xZ84c/P3331LTHDt2DPr6+li5ciUbZm5uLvHEQprk5GS8evUKoaGh2LFjB86ePQsHBwc2/scff4SCggLS0tI4+1o0bdoUAwYMoPX4vzMTJkxAnz594OzsLNF5qK6kpAQikQhNmjSBsbHxJ6whIYSQrwUNWyJfBXV1dairq+PAgQMoLS394OX3798f+fn5OH36NADg9OnTyM/PR79+/d65zJCQEGRkZGDfvn1S4/X19ZGTk4NTp07Vu2yhUAhvb28oKirC29ubs7t1Xl4ejh07hgkTJkjdEA+o2g9DmtLSUhQVFXEO8nXbu3cvLl26hLCwMJlpNm3axP6N/fnnnzh+/DiUlJQ+YS0JIYR8LajzQL4KCgoKiIqKwvbt26GlpYUuXbpg7ty5dRpCMXv2bPaHkfhISUnhpFFUVISvry8iIyMBVA0J8vX1haKiotQyHRwcJMp8m6GhIaZMmYJ58+ahvLxcIt7DwwPe3t7o3r07DAwMMGjQIPz000+1/mAvKirCvn374OvrCwDw9fVFTEwMiouLAQB37twBwzCwtrbm5GvQoAFb19mzZ0stOywsDAKBgD3o7vPX7eHDh5gyZQp27doFZWVlmel8fHxw+fJlJCcnw8rKCp6ennj9+vUnrCkhhJCvBXUeyFdj8ODBePLkCQ4dOgQ3NzckJSWhbdu2iIqKqjHfzJkzkZ6ezjnat28vkc7f3x+xsbHIzc1FbGws/P39ZZYZHR0tUaY0s2fPxrNnz9hOSXXy8vIQiUR49OgRVq5cicaNG2P58uWwtbVFTk6OzHPv2bMH5ubmaN26NQCgTZs2MDU1ldht+23nz59Heno6bG1tZT69CQ4ORmFhIXs8fPiwxjLJl+3ixYt4+vQp2rZtCwUFBSgoKCA5ORkbNmyAgoICO7dGIBDA0tIS3bp1w759+3Dr1i3Ex8d/5toTQgj5ElHngXxVlJWV4eLiggULFuDs2bPw8/PDokWLaszToEEDWFhYcA4VFRWJdC1btoSNjQ28vb3RrFkztGjRQmaZxsbGEmVKo6WlheDgYCxevFjmCkeNGzfG8OHD8dNPP+H69et4/fo1tmzZIvPcQqEQ169fZ38MKigo4MaNG2wHxcLCAjweD5mZmZx8TZs2ldl2MT6fD01NTc5Bvl49e/ZERkaGRMfZx8cH6enpkJeX3LuDYRgwDPNRhgcSQgj5+tGEafJVa968OQ4cOPDByvP398ePP/6IzZs3f7AyxasprV+/vta02traMDAwQElJidT4jIwMpKWlISkpCTo6Omz48+fP4ejoiFu3bsHGxgYuLi746aefMGnSJJnzHsi3T0NDQ6ITrKamBl1dXbRo0QL37t1DdHQ0evXqBT09PTx69Ajh4eFQUVFB79692Tx37txBcXExcnNz8erVK/ZJW/PmzWluBCGEfGeo80C+Cnl5efDw8IC/vz9atWoFDQ0NpKWlYeXKlRgwYECNeV+8eIHc3FxOmKqqqtS76oGBgfDw8ICWllat9Xm7TC0tLanjypWVlbF48WJMmDCBE75161akp6dj0KBBMDc3x+vXr7Fjxw5cv34dGzdulHpeoVCIjh07olu3bhJxHTp0gFAoxKpVq7Bp0yZ06dIF7du3R0hICFq1agU5OTlcuHABt27dQrt27WpsH/k+KCsrIyUlBevWrUN+fj4aNWqEbt264ezZs2jYsCGbbvTo0UhOTmZf29nZAQDu378PMzOzT11tQgghnxF1HshXQV1dHfb29oiIiMDdu3fx5s0bGBsbIzAwEHPnzq0x78KFC7Fw4UJO2NixY6UODVJQUECDBg1qrY+zs7NE2J49e+Dl5SU1/ciRI7FmzRrcuHGDDevYsSNOnz6NcePG4cmTJ1BXV4etrS0OHDjALkdbXVlZGXbu3ClzsvPgwYOxZs0aLF++HObm5rh8+TKWL1+O4OBgPHr0CHw+H82bN8eMGTPw448/1tpG8m2qvkmhoaEh/vjjj3rlIYQQ8n3jMbTgOyFEhqKiIggEAhQWFtL8B0IIIeQr8TG/v2nCNCGEEEIIIaROqPNACCGEEEIIqROa80AIqdXWuX9Cha/6uatB6mHimnffHZ0QQgiRhZ48EELIdyI8PBw8Hg9BQUFs2NixY2Fubg4VFRXo6elhwIABuHXrFiff5MmT0a5dO/D5fLRp0+bTVpoQQsgXhToPn8C5c+cgLy+PPn36SI2Pj49Hp06dIBAIoKGhAVtbW86Xe1RUFHg8Hpo1ayaRNzY2Fjwej7NcYlRUVK1LjVaXlJQEHo8HW1tbdsdZMS0tLc4OzmZmZuDxeBJHeHg4QkJCpMZVPwDAz88PAwcOlFmPgoICzmtph3iZ1OrnlJeXh7GxMcaMGYPnz59zyjYzM8O6detqvRZ79uyBvLy8xLKq73OdVFRUYGZmBk9PT5w8eVKi3Nref2mqXwsFBQWYmJhg2rRp7MZeLVu2xLhx46Tm/e2338Dn8/Hff//VcjXIt+TChQvYunUrWrVqxQlv164dRCIRbt68ib/++gsMw6BXr14Sn3F/f38MHTr0U1aZEELIF4g6D5+AUCjEpEmTcOrUKTx58oQTd+LECQwdOhSDBw/G+fPncfHiRSxbtgxv3rzhpFNTU8PTp09x7tw5ibJNTEw+SD3v3buHHTt21JouNDQUOTk5nGPSpEmYMWMGJ8zIyEgi7bvIzMyUOF/1NehtbW2Rk5ODBw8eQCQS4ejRoxg/fvw7nUsoFGLWrFnYs2cPXr9+LTVNfa9TZmYmduzYAS0tLTg7O2PZsmVsmrq+/9KIRCLk5OTg/v372LRpE3777TcsXboUABAQEIC9e/fi1atXUvP179+/TkvSkm9DcXExfHx88Msvv0BbW5sTN2bMGHTr1g1mZmZo27Ytli5diocPHyI7O5tNs2HDBkyYMAFNmzb9xDUnhBDypaE5Dx9ZcXExoqOjkZaWhtzcXERFRXH2Jfj999/RpUsXzJw5kw2zsrKSuDOvoKCAYcOGITIyEp07dwYAPHr0CElJSZg6dSr27Nnz3nWdNGkSFi1ahGHDhoHP58tMp6GhAX19falx6urq7L/l5eVrTFtXDRs2rPFJioKCAnuOxo0bw8PDAyKRqN7nuX//Ps6ePYu4uDgkJiZi//79GDZsmES6d7lOJiYm6NatGwwMDLBw4UIMGTIE1tbWdX7/pdHS0mLLNzY2xoABA3Dp0iUAgK+vL2bPno24uDj4+vpy2piUlFSntf3Jt2PChAno06cPnJ2d2Q6mNCUlJRCJRGjSpAmMjY0/YQ0JIYR8LejJw0cWExMDGxsbWFtbw9fXF5GRkai+tYa+vj6uX7+Oa9eu1VqWv78/YmJi8PLlSwBVw5Pc3NzQqFGjD1LXoKAglJeXy9zd+GuQnZ2Nv/76C0pKSvXOKxKJ0KdPHwgEAvj6+kIoFEpN9z7XacqUKWAYBgcPHgRQv/e/JllZWTh58iTs7e0BAA0aNMCAAQMQGRnJSRcVFQUjIyP06tVLajmlpaUoKiriHOTrtnfvXly6dAlhYWEy02zatAnq6upQV1fHn3/+iePHj7/T3xAhhJBvH3UePjKhUMje+XVzc0NhYSGSk5PZ+EmTJqFDhw5o2bIlzMzM4OXlhcjISHbsenV2dnZo2rQp9u3bB4ZhEBUVBX9//w9WV1VVVSxatAhhYWEoLCyUmW727NnsDw3xkZKSUq9zHT58WKIMd3d3qWmNjIw46WxtbTnxGRkZUFdXh4qKCpo0aYLr16/L3IVZlsrKSkRFRbHvlZeXF06fPo379+9LpK3rdZJGR0cHDRs2ZIeE1Of9f5u3tzfU1dWhrKwMa2tr2NraIjg4mI0PCAhAUlIS2waGYbB9+3aMHDkScnLS//TDwsIgEAjYg+4+f90ePnyIKVOmYNeuXVBWVpaZzsfHB5cvX0ZycjKsrKzg6ekpc9geIYSQ7xt1Hj6izMxMnD9/Ht7e3gCqhtcMHTqUc0dbTU0NR44cwZ07dzB//nyoq6tj+vTp6NixI/uEoTp/f3+IRCIkJyejpKQEvXv3/qB1DggIgK6uLlasWCEzzcyZM5Gens452rdvX6/zODk5SZTx66+/Sk2bkpLCSff2kBtra2ukp6fjwoULmD17NlxdXTFp0qR61ef48eOc69mgQQO4uLhI3LkXq8t1koVhGHbyeH3f/+oiIiKQnp6OK1eu4PDhw8jKysLw4cPZeBcXFxgZGbFDuE6cOIEHDx5g1KhRMssMDg5GYWEhezx8+LDe7SNfjosXL+Lp06do27YtFBQUoKCggOTkZGzYsAEKCgrspGiBQABLS0t069YN+/btw61btxAfH/+Za08IIeRLRJ2Hj0goFKK8vByGhobsF/fmzZsRFxcnccfa3Nwco0ePxq+//opLly7hxo0biI6OlijTx8cHqampCAkJwfDhw6Gg8GGnrSgoKGDZsmVYv369xORusQYNGsDCwoJzqKio1Os8ampqEmU0btxYatomTZpw0pmamnLilZSUYGFhgRYtWiA8PBzy8vJYvHhxveojFArx/PlzqKiosO/VH3/8ge3bt6OyslIifV2ukzR5eXl49uwZmjRpwgmv6/tfnb6+PiwsLGBtbY0+ffpg8eLFiI6Oxp07dwAAcnJy8PPzY9sgEong5ORU46RXPp8PTU1NzkG+Xj179kRGRoZER9/Hxwfp6emQl5eXyMMwDBiGqdPTL0IIId8f6jx8JOXl5dixYwfWrFnD+eK+cuUKDA0Na5zgbGZmBlVVVZSUlEjE6ejooH///khOTv6gQ5aq8/DwgK2tbb1/gH8p5s+fj9WrV9f5R31eXh4OHjyIvXv3ct6ry5cvIz8/H8eOHZOa712u0/r16yEnJ1fjhOia3v+aiH8IVl9hadSoUXj48CH279+P+Ph4BAQE1KtM8nXT0NBAixYtOIeamhp0dXXRokUL3Lt3D2FhYbh48SIePHiAs2fPwsPDAyoqKpynmnfu3EF6ejpyc3Px6tUr9m+krKzsM7aOEELI50CrLX0khw8fRn5+PgICAiAQCDhxgwcPhlAoxLhx4xASEoKXL1+id+/eMDU1RUFBATZs2IA3b97AxcVFatlRUVHYtGkTdHV1ZZ6/oqIC6enpnDA+ny91rwhpwsPD4erqKjXuxYsX7D4LYqqqqh/tLvXTp08lxl/r6upCUVFRavrOnTujVatWWL58OX766Sc2/PHjxxLXxNTUFL/99ht0dXXh6enJDicS6927N4RCIdzc3KSeqy7X6c2bN7h//z527tyJX3/9FWFhYbCwsACAd3r/xQoKCpCbm4vKykrcvn0boaGhsLKy4rzHTZo0QY8ePTBmzBjw+Xz88MMPNZZJvi/KyspISUnBunXrkJ+fj0aNGqFbt244e/YsZznk0aNHc+Zq2dnZAahavav6HjOEEEK+fdR5+EiEQiGcnZ0lOg5AVedh5cqVuHr1Krp3746ff/4ZI0aMwL///gttbW3Y2dnh2LFjsLa2llq2iopKrcOEiouL2S94MXNzc3ZIS2169OiBHj16SL3rvnDhQixcuJATNnbsWGzZsqVOZdeXtOtw7tw5dOrUSWaeqVOnws/PD7Nnz2Yn/a5evRqrV6/mpPvtt98QGRmJQYMGSXQcgKr3avjw4TI3VKvLdVJSUoK+vj46deqEEydOwMnJiU3zLu+/mHjuAo/Hg76+Prp164bly5dLDGULCAjAiRMn8OOPP9Y4aZZ8H5KSkth/Gxoa1mnZ3up5CCGEfN94TPV1QwkhpJqioiIIBAIUFhbS/AdCCCHkK/Exv79pzgMhhBBCCCGkTqjzQAghhBBCCKkTmvNACKnVw/BO0FCWXNaTfDomCzOwefNmbN68md1k0NbWFgsXLmQ3WMzNzcXMmTNx/PhxvHjxAtbW1pg3bx4GDx7MlrNs2TIcOXIE6enpUFJSQkFBwWdoDSGEkK8VPXkghJCvhJGREcLDw3Hx4kWkpaWhR48eGDBgAK5fvw4AGDFiBDIzM3Ho0CFkZGTghx9+gKenJy5fvsyWUVZWBg8PD4wfP/5zNYMQQshXjDoPH5ifnx94PB576Orqws3NDVevXuWk++WXX9C6dWuoq6tDS0sLdnZ2CAsLY+NDQkLQpk0bifKzs7PB4/EklhytztHREUFBQRLhUVFR0NLSkgh/9eoVdHR00KBBA6kbQ/F4PBw4cEBqW6vvV3D//n0MGzYMhoaGUFZWhpGREQYMGIBbt25x8iUmJqJv377Q09ODsrIyzM3NMXToUJw6dYpNk5SUxLmO1Q/xMrEhISFsmLy8PIyNjTFmzBg8f/68Tm2MioqSeQ7xkZ2dzTlP9cPGxkba5WeVlZVh1apVaNu2LdTU1CAQCNC6dWvMnz+fsweF+DMzbtw4iTImTJgAHo8HPz8/ifS1fcbq+r6Rr0e/fv3Qu3dvWFpawsrKCsuWLYO6ujpSU1MBAGfPnsWkSZPQsWNHNG3aFPPnz4eWlhYuXrzIlrF48WJMnToVLVu2/FzNIIQQ8hWjzsNH4ObmhpycHOTk5ODEiRNQUFBA37592fjIyEgEBQVh8uTJSE9Px5kzZzBr1iwUFxd/lvrGxcXB1tYWNjY2Un9s1oV4X4LCwkLs378fmZmZiI6ORsuWLTnDIjZt2oSePXtCV1cX0dHRyMzMRHx8PBwcHDB16lSJcjMzM9lrKT6qrz9va2uLnJwcPHjwACKRCEePHpV6R1VaG4cOHcopt3PnzggMDOSEiZd5FZ+n+nH69GmZ16O0tBQuLi5Yvnw5/Pz8cOrUKWRkZGDDhg3477//sHHjRk56Y2Nj7N27l7PB2+vXr7F7926YmJhIlF/bZ4x8+yoqKrB3716UlJSgc+fOAAAHBwdER0fj+fPnqKysxN69e/H69Ws4Ojp+3soSQgj5ZtCch4+Az+dDX18fAKCvr485c+aga9euePbsGfT09HDo0CF4enpydvu1tbX9XNWFUCiEr68vGIaBUCjE0KFD613G9evXcffuXZw4cQKmpqYAqjZg69KlC5vmwYMHCAoKQlBQENauXcvJ36pVK0yePFmi3IYNG0p9WiKmoKDAXuvGjRvDw8MDIpGoTm18e78MJSUlqKqqsuXJOk9dRERE4PTp00hLS+Pst2FiYoLu3bvj7RWS27Zti7t372L//v3w8fEBAOzfvx8mJiZo0qSJRPm1fcbItysjIwOdO3fG69evoa6ujvj4eDRv3hwAEBMTg6FDh0JXVxcKCgpQVVVFfHw8uykhIYQQ8r7oycNHVlxcjJ07d8LCwoLdEVpfXx+pqan4559/PnPtgLt37+LcuXPw9PSEp6cnUlJS3qleenp6kJOTw759+1BRUSE1TVxcHN68eYNZs2ZJjZe2SVt9ZGdn46+//oKSkhIn/EO1sT727NkDFxcXiY36xKS11d/fn9PxiYyMZDeCq4m0z9i7Ki0tRVFREecgXxZra2ukp6fj77//xvjx4zFy5EjcuHEDALBgwQIUFBQgISEBaWlpmDZtGjw9PZGRkfGZa00IIeRbQZ2Hj+Dw4cNQV1eHuro6NDQ0cOjQIURHR0NOrupyL1q0CFpaWjAzM4O1tTX8/PwQExODyspKTjkZGRlsOeKjrk8oNm3aJJFX2pj6yMhIuLu7Q1tbGzo6OnB1dZV65742jRs3xoYNG7Bw4UJoa2ujR48eWLJkCe7du8emycrKgqamJucOflxcHKeOb//IMTIyqrH94mukoqKCJk2a4Pr165g9e/YHb6O090La9aze1rd3iB40aBCb18HBQSKPr68vTp8+jX/++Qf//PMPzpw5A19fX6nl1/YZE/P29pao965du2TWOywsDAKBgD3Ew7bIl0NJSQkWFhZo164dwsLC0Lp1a6xfvx53797FTz/9hMjISPTs2ROtW7fGokWL0L59e/z888+fu9qEEEK+EdR5+AicnJyQnp6O9PR0nD9/Hq6urnB3d2fvdhsYGODcuXPIyMjAlClTUF5ejpEjR8LNzY3TgRDfYax+/PHHH3Wqg4+Pj0Te0NBQTpqKigps376d8wPV19cXUVFREh2ZupgwYQJyc3Oxa9cudO7cGbGxsbC1tcXx48fZNG/fcXd1dUV6ejqOHDmCkpISiacWKSkpNbZffI0uXLiA2bNnw9XVFZMmTfrgbZT2Xrx9PWuzadMmpKenw9/fHy9fvpSI19PTQ58+fRAVFQWRSIQ+ffqgQYMGUsuq7TMmFhERIVHv/v37y6xjcHAwCgsL2ePhw4f1aiP59CorK1FaWsp+pt7uQMrLy7/T3zMhhBAiDc15+AjU1NQ4Y4x//fVXCAQC/PLLL1i6dCkb3qJFC7Ro0QI//vgjxo0bh65duyI5ORlOTk4A/u8OY3UKCnV7ywQCgUTe6hONAeCvv/7C48ePJeY4VFRU4MSJE3BxcQEAaGhooLCwUOIcBQUFEAgEnDANDQ3069cP/fr1w9KlS+Hq6oqlS5fCxcUFlpaWKCwsRG5uLvv0QV1dHRYWFjLb1aRJkxrnPFS/RuHh4ejTpw8WL16MJUuW1KuNtZH2XtTE0tISmZmZnDADAwMAgI6Ojsx8/v7+mDhxIgDUeLe4rp8xfX19iXpraGjIXNufz+eDz+fLPC/5vIKDg+Hu7g4TExO8ePECu3fvRlJSEv766y/Y2NjAwsICY8eOxerVq6Grq4sDBw7g+PHjOHz4MFvGgwcP8Pz5czx48AAVFRXsym0WFhZQV1f/TC0jhBDytaAnD58Aj8eDnJwcZyWdt4knPJaUlHyqakEoFMLLy0vizrSXlxeEQiGbztramrPUI1D14/vKlSuwsrKSWb54OVNxm4YMGQJFRUWsWLHi4zQIwPz587F69Wp2KdS6tvFD8/b2xvHjxznr69eFm5sbysrK8ObNG7i6utY5X10+Y+Tr9/TpU4wYMQLW1tbo2bMnLly4gL/++gsuLi5QVFTEH3/8AT09PfTr1w+tWrXCjh07sH37dvTu3ZstY+HChbCzs8OiRYtQXFwMOzs72NnZIS0t7TO2jBBCyNeCnjx8BKWlpexeBPn5+fjpp59QXFyMfv36AQDGjx8PQ0ND9OjRA0ZGRsjJycHSpUuhp6fHLrn4sT179gy///47Dh06hBYtWnDiRowYgUGDBuH58+fQ0dHBtGnTEBAQABsbG7i4uKCkpAQbN25Efn4+Ro8eDQBIT0/HokWLMHz4cDRv3hxKSkpITk5GZGQkOwfBxMQEa9aswZQpU/D8+XP4+fmhSZMmeP78OXbu3AmgaohFdU+fPsXr1685Ybq6ulBUVJTars6dO6NVq1ZYvnw5Fi1aVOc21qa8vJx9T8V4PB4aNWokNf3UqVNx5MgR9OzZE4sWLULXrl2hra2NrKws/PnnnxLtFJOXl8fNmzfZf8tS22eMfJtq6/BaWloiLi6uxjRRUVGIior6gLUihBDyPaHOw0dw9OhRdoiKhoYGbGxsEBsby6617uzsjMjISGzevBl5eXlo0KABOnfujBMnTrz3ajl1tWPHDqipqaFnz54ScT179oSKigp27tyJyZMnw9vbGwzDYO3atZgzZw5UVVXRrl07nDp1iv3xbGRkBDMzMyxevJjdyE78uvr+DZMmTUKzZs2wdu1aDBkyBEVFRdDV1UXnzp1x9OhRiY2r3p50DADnzp1Dp06dZLZt6tSp8PPzg56eXp3bWJvr16+z76kYn8+X6NiIKSsr48SJE1i3bh1EIhGCg4NRWVmJJk2awN3dXeqeFmKampq11qe2z9iHZjwntU71IoQQQsi3jce8veA8IYT8f0VFRRAIBCgsLKTOAyGEEPKV+Jjf3zTngRBCCCGEEFInNGyJEFKrh+GdoKEsew7G18pkIW2eRgghhNQHPXkghHzXwsLC0KFDB2hoaKBhw4YYOHCgxDK727Ztg6OjIzQ1NcHj8WQudQtUTWZv06YNeDweuwwqIYQQ8q2gzgMh5LuWnJyMCRMmIDU1FcePH8ebN2/Qq1cvzrLJL1++hJubG+bOnVtrebNmzYKhoeHHrDIhhBDy2VDn4Qvl5+eHgQMHSoQnJSVx7nyKX0s7xEt5hoSEgMfjYdy4cZyy0tPTwePxkJ2dDQDsKknV75a+ePECTk5OaN68OR49esSmkXakpqYCqFoKsqaN3WpiY2MDPp8vsSyqWGJiIvr27Qs9PT0oKyvD3NwcQ4cOxalTpzjpXr16hdGjR0NPTw/q6uro2LEjzp49K7XMoqIizJs3DzY2NlBWVoa+vj6cnZ2xf/9+VF9P4Pr16/D09ISenh74fD6srKywcOFCqbtFVxcSEoI2bdpwwlJSUqClpYWgoCD2HEVFRViwYAFsbW2hoqICXV1ddOjQAStXrkR+fr5EuXv27IG8vDwmTJhQ4/nDwsIgLy+PVatW1Zjue3X06FH4+fnB1tYWrVu3RlRUFB48eMDZ2yQoKAhz5sypcZUvAPjzzz9x7NgxrF69+mNXmxBCCPksqPPwjcjMzEROTg7nqL6jtLKyMoRCIW7fvl3nMp89ewYnJyeUlJQgJSUFRkZGbFxCQoLE+dq1a/debTh9+jRevXqFIUOGYPv27RLxmzZtQs+ePaGrq4vo6GhkZmYiPj4eDg4OEkufrlq1Cvv27cPOnTuRkZGBBQsWSN3FuqCgAA4ODtixYweCg4Nx6dIlnDp1CkOHDsWsWbPYnbVTU1Nhb2+PsrIyHDlyBFlZWVi2bBmioqLg4uKCsrKyOrfzyJEjcHV1xbRp07Bu3TrweDw8f/4cnTp1gkgkwowZM/D333/j0qVLWLZsGS5fvozdu3dLlCMUCjFr1izs2bNH5pKxABAZGYlZs2YhMjKyznX8nonf87rs/1Hdv//+i8DAQPz2229QVVX9GFUjhBBCPjuaMP2NaNiwYY13+62trdGwYUPMmzcPMTExtZb38OFDuLi4oHHjxjh48CDU1dU58bq6utDX13/fanMIhUIMGzYM3bt3x5QpU9jN5QDgwYMHCAoKQlBQENauXcvJ16pVK4m9GuTk5NC8eXN2l+YmTZpIPefcuXORnZ2NrKwszlATKysreHt7Q1lZGQzDICAgAM2aNcP+/fshJ1fV5zY1NYWVlRXs7OwQERHBqa8su3fvxqhRo7BmzRpMnDiRU48HDx5I1MPU1BS9evXC2ysq379/H2fPnkVcXBwSExOxf/9+DBs2TOJ8ycnJePXqFUJDQ7Fjxw6cPXsWDg4OMutXWlqK0tJS9nVRUVGtbfqWVFZWIigoCF26dJHYWLAmDMPAz88P48aNQ/v27dmneYQQQsi3hp48fEfCw8MRFxeHtLS0GtNlZmaiS5cuaN68Of744w+JjsPH8OLFC8TGxsLX1xcuLi4oLCxESkoKGx8XF4c3b95g1qxZUvPzeDzO6379+uHvv/+ucUfeyspK7N27Fz4+PlLHqKurq0NBQQHp6em4ceMGpk2bxnYcxFq3bg1nZ2fs2bOn1jb+/PPPGDVqFCIjIzkdh8rKSkRHR8PX11fmWPm32ycSidCnTx8IBAL4+vrKbKdQKIS3tzcUFRXh7e1d6w7FYWFhEAgE7GFsbFxru74lEyZMwLVr17B379565du4cSNevHiB4ODgj1QzQggh5MtAnYcv2OHDh6Gurs453N3dpaY1MjLipLO1tZVI07ZtW3h6etZ6h3zEiBGwsLBAbGws+Hy+1DQODg4SdXsfe/fuhaWlJWxtbSEvLw8vLy/OD92srCxoampynnbExcVxzp+RUbXs5r///gs3NzfMnj0bK1aswPr169k8eXl54PF4SEtLw3///Yf8/HzY2NjUWLesrCwAQLNmzaTGN2vWjE0jy82bNzFx4kRs3rwZPj4+nLhnz56hoKBAYjftdu3asW3z9vZmwysrKxEVFQVfX18AgJeXF06fPo379+9z8hcVFWHfvn1sOl9fX8TExKC4uFhmPYODg1FYWMgeDx8+rLFd35KJEyfi8OHDSExM5AzRq4uTJ0/i3Llz4PP5UFBQgIWFBQCgffv2GDly5MeoLiGEEPJZ0LClL5iTkxM2b97MCfv777/ZH4PVpaSkQENDg32tqKgotcylS5eiWbNmOHbsGGdORHX9+/fHgQMHsH//fnh4eEhNEx0dLfPH9LuIjIzktMvX1xfdu3fHxo0b2Xa9fffd1dUV6enpePz4MRwdHVFRUQEAWLNmDUxMTLB8+XKMHTsWXbt2xbNnz7B06VJkZGRAQ0MDrVu3xvPnz+tVx/fZjN3IyAhaWlpYtWoV3N3dYWBgUGue+Ph4lJWVYfbs2Xj16hUbfvz4cZSUlKB3794AgAYNGsDFxQWRkZFYsmQJm27Pnj0wNzdH69atAQBt2rSBqakpoqOjERAQIPWcfD5fZofxW8UwDCZNmoT4+HgkJSXJHOJWkw0bNmDp0qXs6ydPnsDV1RXR0dGwt7f/kNUlhBBCPivqPHzB1NTU2DuYYo8ePZKatkmTJnVa4cjc3ByBgYGYM2eOzCEs8+bNQ6tWrTBs2DAwDANPT0+JNMbGxhJ1e1c3btxAamoqzp8/z3kqUlFRgb179yIwMBCWlpYoLCxEbm4u+/RBXV0dFhYWEhOhr169yq5uZGpqioSEBLYDUVRUBF9fXygqKkJPTw9aWlq4detWjfWzsrICUPX0wM7OTiL+5s2bbBpZNDQ0kJCQABcXFzg5OSExMZHtQIjr8fbeAiYmJmze6vsKCIVCPH/+HCoqKmxYZWUlrl69isWLF7NDq4RCIa5fv865PpWVlYiMjJTZefgeTZgwAbt378bBgwehoaHBrvQlEAjYa5ybm4vc3FzcuXMHANhOqImJCXR0dNj3Skz8JM7c3LzeTzEIIYSQLxkNW/oOLVy4EFlZWTWO616wYAFCQkLg4+OD6Ojoj1ofoVCIbt264cqVK0hPT2ePadOmsR2cIUOGQFFREStWrKi1vMaNG+Ps2bPskwgrKyscO3YMMTExiI+Px4IFCwBUTar28vLCrl278OTJE4lyiouLUV5ejjZt2sDGxgYRERGorKzkpLly5QoSEhI4w4pk0dbWRkJCAjQ1NeHo6MieU05ODp6enti5c6fUelSXl5eHgwcPYu/evZxrdfnyZeTn5+PYsWMAqn7cpqWlISkpiZMuKSkJ586dq7XD9D3ZvHkzCgsL4ejoCAMDA/ao/rnfsmUL7OzsEBgYCADo1q0b7OzscOjQoc9VbUIIIeSzoCcP34inT59KLNepq6srdfhSo0aNMG3atFrX/Z83bx7k5eXh4+ODyspKzg/kvLw8ib0YtLS0oKysDKDqqcHbu+vy+XyJoU5v3rzBb7/9htDQUInVbUaPHo21a9fi+vXrsLW1xZo1azBlyhQ8f/4cfn5+aNKkCZ4/f46dO3cCAOTl5QEAkydPRqdOneDl5YXg4GDw+XwkJCSgvLwcAPDbb7+xE6+XLVuGpKQk2NvbY9myZWjfvj0UFRWRkpKCsLAwXLhwAVpaWhAKhXBxccHgwYMRHBwMfX19/P3335g+fTo6d+6MoKCgGq9l9Wt0/PhxuLq6wtHREUlJSTA0NMTy5cuRlJSEjh07IjQ0FO3bt4eamhquXr2Kc+fOsdfmt99+g66uLjw9PSWGcfXu3RtCoRBubm4QCoXo2LEjunXrJlGHDh06QCgU0r4P/19dhqOFhIQgJCSkzmWamZm91zA3Qggh5IvFkC/SyJEjmQEDBkiEJyYmMgCY/Px8zmtpx7lz5xiGYZhFixYxrVu35pRTWFjINGjQgAHA3L9/n2EYhrl//z4DgLl8+TIn7YoVKxh5eXlm165dbBppx549exiGYRiRSCQ13tzcXKI9+/btY+Tk5Jjc3Fyp16FZs2bM1KlT2dfHjx9n3N3dGR0dHUZBQYFp1KgRM3DgQObo0aOcfJcvX2bc3NwYHR0dRl1dnXFzc2POnTvH/Pbbb4ycnByzb98+Nm1BQQEzZ84cxtLSklFSUmIaNWrEODs7M/Hx8UxlZSWb7urVq8zgwYMZHR0dRlFRkTE3N2fmz5/PlJSUSK27mKzr37lzZ8bCwoJ59OgRW4/g4GDGxsaG4fP5jIqKCtOqVStmwYIFTF5eHsMwDNOyZUvmxx9/lHqe6OhoRklJifn3338ZXV1dZuXKlVLTrVixgmnYsCFTVlZWY73F9QTAFBYW1pqWEEIIIV+Gj/n9zWMYuj1GCJGuqKgIAoEAhYWF0NTU/NzVIYQQQkgdfMzvb5rzQAghhBBCCKkTmvNACKnV1rl/QoWv+rmr8cFNXNPvc1eBEEII+arQkwdCyHctLCwMHTp0gIaGBho2bIiBAwdKLJu7bds2ODo6QlNTEzwej7N0LgBkZ2cjICAATZo0gYqKCszNzbFo0SKUlZV9wpYQQgghHx91Hggh37Xk5GRMmDABqampOH78ON68eYNevXqhpKSETfPy5Uu4ublh7ty5Usu4desWKisrsXXrVly/fh0RERHYsmWLzPSEEELI14o6D5/Is2fPMH78eJiYmIDP50NfXx+urq44c+aMRNpz585BXl4effr0kYjLzs4Gj8djDyUlJVhYWGDp0qWcpSFDQkLYjdLEioqKMG/ePNjY2EBZWRn6+vpwdnbG/v37a1xWsqysDKtWrULbtm2hpqYGgUCA1q1bY/78+Zx9Cfz8/DBw4ECZ5bx69QqLFi2ClZUV+Hw+GjRoAA8PD1y/fp2TLiQkhNNGgUCArl27Ijk5WWq5YWFhkJeXl7r0aFRUVJ02zxPXv/p53z7MzMwAAI6OjlLjx40bxykvMTERvXv3hq6uLlRVVdG8eXNMnz4djx8/BgAkJSVJvYsNVC31uW7dOpl1re0axcXFQV5enj3X2ywtLTFt2rQ6XZdv3dGjR+Hn5wdbW1u0bt0aUVFRePDgAS5evMimCQoKwpw5c9CpUyepZbi5uUEkEqFXr15o2rQp+vfvjxkzZmD//v2fqhmEEELIJ/FOnYfqd+RI3QwePBiXL1/G9u3bkZWVhUOHDsHR0RF5eXkSaYVCISZNmoRTp07J3DQsISEBOTk5uH37NhYvXoxly5YhMjJS5vkLCgrg4OCAHTt2IDg4GJcuXcKpU6cwdOhQzJo1C4WFhVLzlZaWwsXFBcuXL4efnx9OnTqFjIwMbNiwAf/99x82btxYp/aXlpbC2dkZkZGRWLp0KbKysvDHH3+gvLwc9vb2SE1N5aS3tbVFTk4OcnJycO7cOVhaWqJv375S6xkZGYlZs2bV2P66WL9+PXvOnJwcAIBIJGJfX7hwgU0bGBjISZuTk4OVK1ey8Vu3boWzszP09fURFxeHGzduYMuWLSgsLMSaNWveq55iNV2j/v37Q1dXF9u3b5fId+rUKdy5c4d2mZZB/BnT0dF573LetwxCCCHkS/NOE6YbNWoET09P+Pv743//+9+HrtM3p6CgACkpKUhKSkL37t0BAKampujYsaNE2uLiYkRHRyMtLQ25ubmIioqSOvRBV1cX+vr6bFkikQiXLl2S+YNw7ty5yM7ORlZWFgwNDdlwKysreHt7s5u7vS0iIgKnT59GWloa7Ozs2HATExN07969zhthrVu3DufOncPly5fRunVrtt5xcXGwt7dHQEAArl27xm58pqCgwLZPX18foaGhEIlEyMrKQocOHdhyk5OT8erVK4SGhmLHjh04e/YsHBwc6lSntwkEAggEAk6YlpYWW4/qVFVVpYYDwKNHjzB58mRMnjwZERERbLiZmRm6desm9UnDu6jtGg0fPlzq5ycyMhL29vawtbWVKLO0tBSlpaXs66Kiog9S169FZWUlgoKC0KVLF4lNC+vjzp072LhxI1avXv0Ba0cIIYR8fu/05GHnzp14/vw5evToASsrK4SHh8u8Q04AdXV1qKur48CBA5wfZtLExMTAxsYG1tbW8PX1RWRkZK0/0NPS0nDx4kXY29tLja+srMTevXvh4+PD6ThUr5+CgvR+5J49e+Di4sLpOFT39i7HsuzevRsuLi5sx0FMTk4OU6dOxY0bN3DlyhWpeUtLSyESiaClpQVra2tOnFAohLe3NxQVFeHt7Q2hUFin+nxMsbGxKCsrY3exfltdh1HVh7RrFBAQgNu3b+PUqVNsuuLiYuzbt09mJzMsLIztRAkEAhgbG3/wun7JJkyYgGvXrmHv3r3vXMbjx4/h5uYGDw8PBAYGfsDaEUIIIZ/fO3UeBg4ciAMHDuDx48cYN24cdu/eDVNTU/Tt2xf79+9HeXn5h67nV01BQQFRUVHYvn07tLS00KVLF8ydOxdXr16VSCsUCuHr6wugahx1YWGh1LH+Dg4OUFdXh5KSEjp06ABPT0+MGDFC6vn/++8/5Ofnw8bGpt51z8rKkvjBPmjQILZDVNe7/FlZWWjWrJnUOHF4VlYWG5aRkcGeQ0VFBatXr8aePXs4G50UFRVh37597PXy9fVFTEwMiouL69XGd7Fp0ya2fuJj165dAIDbt29DU1MTBgYGdSrLyMhIoqwHDx7Umq+2a9S8eXN06tSJM5wrJiYGDMPAy8tLapnBwcEoLCxkj4cPH9apDd+CiRMn4vDhw0hMTISRkdE7lfHkyRM4OTnBwcEB27Zt+8A1JIQQQj6/95owraenh2nTpuHq1atYu3YtEhISMGTIEBgaGmLhwoV4+fLlh6rnV2/w4MF48uQJDh06BDc3NyQlJaFt27aIiopi02RmZuL8+fPw9vYGUNXpGDp0qNS76dHR0UhPT8eVK1cQExODgwcPYs6cOVLP/aE3Ed+0aRPS09Ph7+9fr/e4PvWwtrZGeno60tPTcfHiRYwfPx4eHh5IS0tj0+zZswfm5ubs04w2bdrA1NQU0dHRdW/MO/Lx8WHrJz769+8PoKqddX0iAwApKSkSZUl7QvS2ulwjf39/7Nu3Dy9evABQNWTJw8MDGhoaUsvk8/nQ1NTkHN86hmEwceJExMfH4+TJk2jSpMk7lfP48WM4OjqiXbt2EIlEkJOj9SgIIYR8e95rk7h///0X27dvR1RUFP755x8MGTIEAQEBePToEVasWIHU1FQcO3bsQ9X1q6esrAwXFxe4uLhgwYIFGD16NBYtWgQ/Pz8AVU8dysvLOT8cGYYBn8/HTz/9xBmPb2xsDAsLCwBVd+7v3r2LBQsWICQkRGL+gp6eHrS0tHDr1q1619nS0lJizXvxHfX6TAa1srLCzZs3pcaJw62srNgw8SpSYnZ2djhw4ADWrVuHnTt3Aqi6XtevX+cMuaqsrERkZORHnwwsEAg49avOysoKhYWFyMnJqdPThyZNmkgMZZI1jKy6ulwjLy8vTJ06FTExMejWrRvOnDmDsLCwWsv+nkyYMAG7d+/GwYMHoaGhgdzcXABV77GKigoAIDc3F7m5ubhz5w6Aqqc+GhoaMDExgY6ODttxMDU1xerVq/Hs2TO2fFlzYwghhJCv0TvdGtu/fz/69esHY2Nj7N69Gz/++CMeP36MnTt3wsnJCcOHD8fBgweRlJT0gav7bWnevDm7clV5eTl27NiBNWvWcO5AX7lyBYaGhtizZ0+NZcnLy6O8vFzqplRycnLw8vLCrl27pM5NKS4uljnUzNvbG8ePH8fly5ffoYX/x8vLCwkJCRLzGiorKxEREYHmzZtLzId4m7y8PF69egWg6sdbWloakpKSONcrKSkJ586de6eO0ocyZMgQKCkpcVZfqu5DTZiWpvo1AgANDQ14eHggMjISIpEIVlZW6Nq160c7/9do8+bNKCwshKOjIwwMDNij+hOsLVu2wM7Ojp3D0K1bN9jZ2eHQoUMAgOPHj+POnTs4ceIEjIyMOOUQQggh35J3evIwatQoeHl54cyZM5yVb6ozNDTEvHnz3qty34q8vDx4eHjA398frVq1goaGBtLS0rBy5UoMGDAAAHD48GHk5+cjICBAYsWfwYMHQygUcvYRyMvLQ25uLsrLy5GRkYH169fDyclJ5jCTZcuWISkpCfb29li2bBnat28PRUVFpKSkICwsDBcuXJA6kXfq1Kk4cuQIevbsiUWLFqFr167Q1tZGVlYW/vzzT8jLy3PSFxYWIj09nROmq6uLqVOn4uDBg+jXrx/WrFkDe3t7/Pvvv1i+fDlu3ryJhIQEzlCf8vJy9g7wixcvEB0djRs3bmD27NkAqp46dOzYEd26dZOoc4cOHSAUCtl9HyoqKiTqxOfzZc7BqIuXL1+y9atepra2NoyNjREREYGJEyeiqKgII0aMgJmZGR49eoQdO3ZAXV39gyzXWts1EgsICEDXrl1x8+ZNiThSt+F0ISEhCAkJkRnv5+fHPkEkhBBCvmnMOygpKXmXbN+t169fM3PmzGHatm3LCAQCRlVVlbG2tmbmz5/PvHz5kmEYhunbty/Tu3dvqfn//vtvBgBz5coV5v79+wwA9pCXl2eMjIyYwMBA5unTp2yeRYsWMa1bt+aUU1BQwMyZM4extLRklJSUmEaNGjHOzs5MfHw8U1lZWWP9w8PDmdatWzMqKioMn89nbGxsmKlTpzIPHjxg040cOZJTN/EREBDAMEzV52bevHmMhYUFo6ioyOjo6DCDBw9mMjIyOOdbtGgRJ7+qqirTsmVLZvPmzQzDMExpaSmjq6vLrFy5Ump9V6xYwTRs2JApKytjRCKR1DqZm5vLbK8YACY+Pl4ivHv37lLLdHV15aQ7fvw44+rqymhrazPKysqMjY0NM2PGDObJkycMwzBMYmIiA4DJz8+XOIepqSkTEREhs261XaO3WVtbM/Ly8uy566qwsJABwBQWFtYrHyGEEEI+n4/5/c1jmPrPppWXl0dOTg4aNmzICc/Ly0PDhg1RUVFR3yIJIV+goqIiCAQCFBYWfheTpwkhhJBvwcf8/n6nOQ+y+hulpaVQUlJ6rwoRQgghhBBCvkz1mvOwYcMGAFUbg/36669QV1dn4yoqKnDq1Kl32kuAEPJlexjeCRrK8rUn/EKZLMz43FUghBBCvgn16jxEREQAqHrysGXLFs5kWSUlJZiZmWHLli0ftoaEEPKBnDp1CqtWrcLFixeRk5OD+Ph4DBw4kI3/999/MXv2bBw7dgwFBQXo1q0bNm7cCEtLSwDA8+fPsWjRIhw7dgwPHjyAnp4eBg4ciCVLlkgsdEAIIYR8i+o1bOn+/fu4f/8+unfvjitXrrCv79+/j8zMTPz111+wt7f/WHXlePbsGcaPHw8TExPw+Xzo6+vD1dUVZ86c4aS7fPkyPDw80KhRIygrK8PS0hKBgYHsbsbZ2dng8XgSq/EAgKOjI4KCgiTC9+zZA3l5eUyYMEEiLikpCTweT+ohXhknJCREanxCQkKd49u0aSPz2jg6OkrNX321purhmpqa6NChAw4ePCizzKioKJntEh/Z2dky6/72E6k7d+5g1KhRMDIyAp/PR5MmTeDt7c3Z4IzH4+HAgQMSdfHz8+P84KuJjY0N+Hy+xMpIYomJiejbty/09PSgrKwMc3NzDB06FKdOneKke/XqFUaPHg09PT2oq6ujY8eOOHv2rNQyi4qKMG/ePNjY2EBZWRn6+vpwdnbG/v37OUP+rl+/Dk9PT+jp6YHP58PKyqpOmytKe/9TUlKgpaWFoKAg9hxFRUVYsGABbG1toaKiAl1dXXTo0AErV65Efn5+bZfum1RSUoLWrVvj559/lohjGAYDBw7EvXv3cPDgQVy+fBmmpqZwdnZml1R+8uQJnjx5gtWrV+PatWuIiorC0aNHP/q+IoQQQsiX4p2Wak1MTPzQ9ai3wYMHo6ysDNu3b0fTpk3x77//4sSJE8jLy2PTHD58GIMHD4arqyt27doFc3NzPH36FLGxsViwYME770QsFAoxa9YsbN26FWvWrJHYlA2o2i367Qkq1SeY29rasp0BseqbrtUWX5vAwECEhoZywlRVVTmvRSIR3NzcUFRUhE2bNmHIkCG4dOkSWrZsKVHe0KFD4ebmxr7+4Ycf0KJFC8459PT0ZNa9+qZnaWlp6NmzJ1q0aIGtW7fCxsYGL168wMGDBzF9+nQkJyfXuZ01OX36NF69eoUhQ4Zg+/btEsuUbtq0CRMnTsTw4cMRHR0Nc3NzFBYWIjExEVOnTsXFixfZtKtWrcK+ffsQHR0NKysrXLt2TepGbgUFBfjf//6HwsJCLF26FB06dICCggKSk5Mxa9Ys9OjRA1paWkhNTYWzszOcnZ1x5MgRNGrUCOfPn8f06dNx4sQJJCYm1nn+0JEjR+Dh4YE5c+Zg4cKFAKrukP/vf/9DUVERlixZgnbt2kEgECAzMxMikQi7d++W2vn91rm7u8Pd3V1q3O3bt5Gamopr167B1tYWQNUeEPr6+tizZw9Gjx6NFi1aIC4ujs1jbm6OZcuWwdfXF+Xl5XXa3I8QQgj5mtX5m27atGlYsmQJ1NTUMG3atBrTrl279r0rVpOCggKkpKQgKSkJ3bt3BwCYmpqiY8eObJqXL19i1KhR6N27N+Lj49nwJk2awN7e/p036rp//z7Onj2LuLg4JCYmYv/+/Rg2bJhEuoYNG0rdN0FMQUGhxp1na4uvjaqqaq35tbS0oK+vD319fSxZsgTr169HYmKi1M6DiooKu9suUDVMTdY5aqo7wzDw8/ODpaUlUlJSICf3fw+/2rRpg//H3n1HVXH8Dx9/X0RAuoIKKAKhSFERSyyJihWwGwWxI9bYGxrU2BEboia2KEVjwYI9Gjv2Eo2oX0WxYItgF8SKcp8/eNgf6700Ozqvc/Yc2Z2dnVmu3J2dmc8MHDgwr1XMVVhYGO3bt6dOnToMHDhQ1ni4ceMGgwYNYtCgQSqf1woVKjBgwADZPg0NDZydnfHw8AAyPkfqjBw5kmvXrhEfHy9bKdzBwYF27dqho6ODUqmkW7duODk5sW7dOukeWFlZ4eDggJubG6GhoXlak2HFihV07dqVkJAQ+vXrJyvHjRs3VMphZWVFo0aN8rS2wbfm5cuXALKXARoaGmhra3Pw4EG6d++u9rzMSBai4SAIgiB8C/I8bOnUqVOkpaUB8O+//3Lq1Klst49NX18ffX19NmzYIH3hv2379u3cv3+f4cOHqz2e04N9TiIiImjSpAlGRkZ07NiRsLCwd8rnS/L69WupHh87WlZsbCznzp1j6NChsoZDpnf9vbztyZMnrFmzho4dO9KwYUOSk5M5cOCAdDw6Opq0tLRsPx9ZF6wDaNasGceOHcvx952enk5UVBQdOnSQPbBn0tfXR1NTk9jYWM6fP8+QIUNU7oGrqysNGjTIdUVxgLlz59K1a1fCw8NlDYf09HRWrVpFx44d1ZZDXf0yvXz5kpSUFNn2rXB0dKRMmTIEBgby6NEjXr16xdSpU7l16xaJiYlqz7l//z4TJ06kZ8+en7i0giAIgvB55LnxsHfvXunBLiYmhr1792a7fWyamppERkayZMkSjI2N+eGHHxg5ciRnzpyR0ly6dAkgz9GfatasKTVKMresD5uQ8VAWGRlJx44dAfD19eXgwYMkJCSo5Fe6dGlZXpnDIDKdPXtWdjxrr0lejudm3rx5KvVZvny5LE27du3Q19dHW1ubwYMHY21tjY+PT76uo87bZdfX15fmW+T395JZxpzqoU5UVBT29va4uLhQqFAhfH19ZQ/+8fHxGBoaynpIoqOjZdc5ezYjQs+dO3fw9PRkxIgRTJ06ldmzZ0vnPHjwAIVCwYkTJ7h//z6PHj3KtW6Z822yW+HayclJSpOduLg4+vXrx/z58+nQoYPs2L1793j8+DFly5aV7a9cubJUt3bt2qnNNzg4GCMjI2mztLTMsRxfk8KFC7Nu3Tri4+MpVqwYurq67N27Fy8vL7UN3ZSUFJo0aYKzs3OOq08LgiAIwtfknfrZ/f39mT17NgYGBrL9T58+pX///oSHh3+QwuWkdevWNGnShAMHDnD06FG2bdvGtGnTWLx4MX5+fvkelrFq1SqVh7m3H8p27tzJ06dPady4MQCmpqY0bNiQ8PBwJk6cKEt74MAB2f0pXLiw7HjZsmXZtGmT9LO2tna+juemQ4cOjBo1SravZMmSsp9DQ0Np0KABV69eZfDgwcyZMydf8yqy83bZAWn+R35/L5llzGrEiBG5LkQYHh4uNfIAOnbsSJ06dfjtt9+k38vbb989PDyIjY3lv//+w93dXbpGSEgIZcqUYfLkyfTq1YtatWpx7949Jk2axNmzZzEwMMDV1ZWHDx/mq27vM3SodOnSGBsbM336dLy8vDA3N8/1nPXr1/Pq1StGjBjB8+fP1aYJDAyUDUtMSUn5phoQlStXJjY2luTkZF69ekXx4sWpVq0aVapUkaV78uQJnp6eGBgYsH79epX/34IgCILwtXqnxsOSJUuYMmWKSuPh+fPnLF269JM0HiBjbHLDhg1p2LAhv/76K927d2fs2LH4+fnh4OAAwIULF6hRo0aueVlaWmJnZyfbl3WMP2SMoX/48KFsf3p6OmfOnGH8+PGyt5M2NjY5DsHR0tJSuV5+jufGyMgo1/PNzMyws7PDzs6OiIgIGjduzPnz51VWDs+vnMqe9ffi5uaWa16ZZczKwMAgxzkr58+f5+jRoxw/flw2b+DNmzdERUXRo0cP7O3tSU5OJikpSep90NfXx87OTmXs+pkzZ6ToRlZWVuzatUtqQKSkpNCxY0cKFy5M8eLFMTY25sKFCznWKfMexMXFqb0HcXFxUprsGBgYsGvXLho2bEjdunXZu3ev1IDILMfFixdl55QpU0Y6N7v7p62tne+G6tcoM+zqpUuXOHHihOzlQEpKCh4eHmhra7Np0ya1ARMEQRAE4WuVr1CtKSkpJCcno1QqefLkiWxc9KNHj9i6det7P3i+D2dnZymkYqNGjTA1NWXatGlq0+Z3wvSDBw/YuHEjUVFRxMbGStupU6d49OgRO3bseN/if1bff/89lStXJigo6KNep2LFijg7OxMSEkJ6errK8XedyJ5VWFgYtWvX5vTp07Lf1ZAhQ6ShS23atKFw4cJMnTo11/xKlSrF4cOHpZ4IBwcHduzYwerVq1m/fj2//vorkDG51tfXl+XLl3P79m2VfFJTU3n9+jUVK1bE0dGR0NBQlXtw+vRpdu3ale2woqyKFi3Krl27MDQ0xN3dXbqmhoYGPj4+LFu2TG05vmWpqanS5wEyAiDExsZy48YNANasWUNMTIwUrrVhw4a0bNmSRo0aARl/Axs1asTTp08JCwsjJSWFpKQkkpKScu0NEwRBEISvQb56HoyNjaW4/erejCoUCsaPH//BCpedBw8e4O3tjb+/PxUqVMDAwIATJ04wbdo0WrRoAYCenh6LFy/G29ub5s2bM2DAAOzs7Lh//z6rV6/mxo0bREVF5fmaf/75JyYmJvj4+KgMd2ncuDFhYWGyUKZ3797lxYsXsnQmJiYfbHjD8+fPVdamMDAwwNbWFsiINvX22gba2toULVo02zwHDRpEq1atGD58OKVKlXrnsr1+/Vrl2gqFgpIlS6JQKIiIiKBBgwbUqlVLWg8hNTWVzZs3s2PHjvcK1ZqWlsaff/7JhAkTKFeunOxY9+7dmTlzJufOncPFxYWQkBAGDhzIw4cP8fPzw8bGhocPH7Js2TIAaRHEAQMGUL16dXx9fQkMDERbW5tdu3bx+vVrIOOzkTnxOigoiJiYGKpVq0ZQUBBVqlShcOHCHDhwgODgYP755x+MjY0JCwujYcOGtG7dmsDAQMzMzDh27BhDhw6lRo0aatcXUcfY2JidO3fi4eGBu7s7MTExWFhYMHnyZGJiYvj++++ZMGECVapUQU9PjzNnznDkyBGVe/OtOHHiBHXr1pV+zhyi1aVLFyIjI0lMTGTIkCHcuXMHc3NzOnfuLDUOISNYxLFjxwBUesQSEhKwtrb++JUQBEEQhM8oX42HvXv3olQqqVevHtHR0bLx8VpaWlhZWWUb3eVD0tfXp1q1aoSGhnLlyhXS0tKwtLSkR48ejBw5UkrXokULDh8+THBwMO3bt5fGb9erV49Jkybl65rh4eG0atVKbZSa1q1b06lTJ+7fvy/te3uyKsCRI0eoXr16vq6bnfj4eJUhL/Xr15fWV1i0aBGLFi2SHffw8ODvv//ONk9PT09sbGwICgpi3rx571y2c+fOqYzB19bWlhpT33//PSdOnCAoKIgePXpw//59zM3NqVmzJrNmzXrn6wJs2rSJBw8e0KpVK5VjTk5OODk5ERYWxsyZM+nfvz9OTk7MnDmTNm3akJKSgomJCTVq1ODvv/+WQta6urpy5MgRAgMDadiwIa9eveLHH39k586dXL58mS5dumBra0vr1q0pVqwYR48eZcqUKUyaNInr169TtGhRypcvz/Tp06XhMDVr1uTo0aOMHz8eLy8vnjx5QpkyZejSpYvUQMkrIyMjduzYgaenJ3Xq1CEmJoZSpUpx/Phxpk6dyvTp00lISEBDQwN7e3vatm2b58bJ18bd3T3HuSYDBgxQCdObn/MFQRAE4WunUL7DN+H169extLRUG4FEEISvR0pKCkZGRtJaBoIgCIIgfPk+5vf3O02YtrKy4vHjxxw/fpy7d++qjNvu3LnzBymcIAiCIAiCIAhfjndqPGzevJkOHTqQmpqKoaGhbCiPQqEQjQdBEARBEARB+Aq907AlBwcHGjduzOTJk9HV1f0Y5RIE4QuQ2e35v0AnDHQKfe7i5FuZMWc/dxEEQRAE4ZP7mMOW3mnSwn///ceAAQNEw0EQhAJh//79NGvWDAsLCxQKBRs2bJAdT01NpV+/fpQuXZoiRYrg7OzMggUL1OalVCrx8vJSm48gCIIgfO3eqfHg4eHBiRMnPnRZvhp+fn5SSNusm6enJ69evcLU1JQpU6aoPXfixImULFmStLQ0AG7evIm/vz8WFhZSRKuBAwfy4MED2Xnu7u4oFAqV8LOzZs2ShY+MjIyULV739s+QsUiZpaUl3t7evHr1Sm05s9ZLT08Pe3t7/Pz8OHnypCxdTEyM2nuhUChk4VxTUlL49ddfcXFxoUiRIpiYmFC1alWmTZvGo0ePpHTW1tZqIzKNGzdOWsgN4N69e/z888+UKVMGbW1tzMzM8PDw4NChQ1Ka06dP07x5c0qUKIGOjg7W1ta0bduWu3fvquQfHBxMoUKFmD59utr7oc7evXtp2rQpxYsXR0dHB1tbW9q2bcv+/ftV7k/RokVVQvv+888/0r3K7n4WKVIEFxcX/vjjD9m5fn5+tGzZUqVMmed/iPU0CpKnT5/i6urK3Llz1R4fMmQIf//9N8uWLSMuLo5BgwbRr18/lZXSIeP/lLqoa4IgCILwLXinxkOTJk0ICAhg3LhxREdHs2nTJtkmZIQ9TUxMlG0rV65ES0uLjh07EhERoXKOUqkkMjKSzp07U7hwYa5evUqVKlW4dOkSK1eu5PLlyyxYsIDdu3dTo0YNHj58KDtfR0eH0aNHSw2Pd/HPP/9Qq1YtPD09WbVqFVpaWtmmjYiIIDExkXPnzjF37lxSU1OpVq0aS5cuVUl78eJFlfuRuaDgw4cPqV69OhEREQwbNoxjx47x77//EhQUxKlTp1ixYkW+69G6dWtOnTrFkiVLiI+PZ9OmTbi7u0uNrnv37lG/fn2KFSvG9u3biYuLIyIiAgsLC2mhwazCw8MZPnx4nldPnzdvHvXr18fExIRVq1Zx8eJF1q9fT82aNRk8eLBKegMDA9avXy/bFxYWJq0K/bbM+3n+/Hl69erFzz//zO7du/NUtm+Rl5cXkyZNUhvCF+Dw4cN06dIFd3d3rK2t6dmzJ66urhw/flyWLjY2lpCQkDx/DgRBEATha/NOE6Z79OgBwIQJE1SOKRQKsdIqSG+71enWrRuzZ8/m4MGD/Pjjj9L+ffv2cfXqVbp16wZA37590dLSYseOHRQpUgSAMmXK4Obmhq2tLaNGjWL+/PnS+e3atWPTpk0sWrSIPn365LvMe/bsoUWLFvTp0ydPKy8bGxtLdbS2tqZRo0Z06dKFfv360axZM9mCdCVKlFDp4cg0cuRIbty4QXx8vGydECsrKxo1apTvuPqPHz/mwIEDxMTEUKdOHSmv77//Xkpz6NAhkpOTWbx4MZqaGf8NbGxsZAuIZdq3bx/Pnz9nwoQJLF26lMOHD1OzZs1sr3/jxg0GDRrEoEGDmDlzpuxYhQoV1K4j0KVLF8LDw6WVpZ8/f05UVBQDBgxg4sSJKumz3s8BAwYwZ84c/v33X+rXr5/L3RHUqVmzJps2bZJ6+WJiYoiPjyc0NFRK8+zZM9q3b8/cuXOz/b8tCIIgCF+7d+p5SE9Pz3YTDYfclS9fnqpVq6q8vYyIiKBmzZo4Ojry8OFDtm/fTp8+faSGQyYzMzM6dOjAqlWrZA/WhoaGjBo1igkTJqh9e56T9evX06RJE0aPHp2nhkN2Bg8ezJMnT9i5c2ee0qenp7Nq1So6duyY7QKD+R0ioq+vj76+Phs2bODly5dq05iZmfH69WvWr1+fa+MkLCyMdu3aUbhwYdq1a0dYWFiO6aOjo0lLS5NWnX6buvp06tSJAwcOcOPGDSkPa2trKlWqlOO1lEolf//9Nzdu3KBatWo5ps2Lly9fkpKSItu+Bb/99hvOzs6ULl0aLS0tPD09mTt3LrVr15bSDB48mJo1a0qr2AuCIAjCtyhfjYfGjRuTnJws/TxlyhTZ2OkHDx7g7Oz8wQpXkG3ZskV6iM3cJk+eLB3v1q0ba9asITU1FYAnT56wdu1a/P39Abh06RJKpRInJye1+Ts5OfHo0SPu3bsn29+nTx90dHRU3njnJDU1FW9vbwICAhgxYkR+qyrj6OgIwLVr12T7S5cuLbsXLi4uQMbwocePH6usyF25cmUpbebb+LzS1NQkMjKSJUuWYGxszA8//MDIkSM5c+aMlKZ69eqMHDmS9u3bY2pqipeXF9OnT+fOnTuyvFJSUli7di0dO3YEoGPHjqxevVr6vakTHx+PoaGh7O10dHS0rP5nz8qjAJUoUQIvLy8iIyOBjGFSmZ8FdTLvp5aWFk2aNGHs2LGyB11Q/xn08vLK8d4FBwdjZGQkbZaWljmm/1r89ttvHD16lE2bNnHy5ElCQkLo27evtGL7pk2b2LNnz3uvgC4IgiAIBV2+Gg/bt2+XvcmdPHmybNz969evuXjx4ocrXQFWt25dYmNjZVvv3r2l4+3atePNmzesXr0agFWrVqGhoUHbtm1l+eR3yI62tjYTJkxgxowZ3L9/P0/nFClShIYNG7Jo0SLi4uLydb23ZZb37bfrBw4ckN2LrVu35pjP+vXriY2NxcPDg+fPn+e7HK1bt+b27dts2rQJT09PYmJiqFSpkvRwDhAUFERSUhILFizAxcWFBQsW4OjoKHuwX7lyJba2tri6ugJQsWJFrKysWLVqVY7Xf7v+Hh4exMbG8tdff/H06VO1PXT+/v5ERkZy9epVjhw5QocOHbLNP+v9XLx4MZMnT5YNYQP1n8HFixfnWO7AwECSk5Ol7ebNmzmm/xo8f/6ckSNHMnPmTJo1a0aFChXo168fbdu2ZcaMGUDGkL4rV65gbGyMpqamNNStdevWuLu7f8bSC4IgCMKnla/Gw9sPsu+wRMQ3Q09PDzs7O9lWrFgx6bihoSFt2rSRJk5HRETg4+ODvr4+AHZ2digUimwf5uPi4ihatCjFixdXOdaxY0esrKyYNGlSnspaqFAhNmzYQKVKlahbt+57NSAyz7WxsZHtt7Gxkd0LKysrAIoXL46xsbFKo7NMmTLY2dlhYGAg229oaCjr/cr0+PFjjIyMZPt0dHRo2LAhv/76K4cPH8bPz4+xY8fK0piYmODt7c2MGTOIi4vDwsJCemCEjCFL586dkx4YNTU1OX/+fI4TZu3t7UlOTpZFk9LX15fVWx0vLy+eP39Ot27daNasGSYmJtmmzbyfLi4udO3alU6dOhEUFCRLo+4zWKpUqWzzhIzGp6GhoWz72qWlpZGWloaGhvzPYaFChUhPTwfgl19+4cyZM7KGGEBoaKja4AeCIAiC8LV6pzkPwofRrVs3Dh48yJYtWzh8+LA0URoyHmobNmzIvHnzVN68JyUlsXz5ctq2bat2/LyGhgbBwcHMnz9fZfhQdrS1tVm3bh1Vq1albt26nD9//p3qNGvWLAwNDWnQoEGe0mtoaODj48OyZcu4fft2runLli2rEg4W4N9//8XBwSHHc52dnXOcC6KlpYWtra2U5uzZs5w4cYKYmBjZQ2NMTAxHjhzhwoULavNp06YNhQsXzvfcEU1NTTp37kxMTEyOQ5bUKVSo0Dv10HwrUlNTZQ/9CQkJxMbGcuPGDQwNDalTpw4BAQHExMSQkJBAZGQkS5culaIzmZmZUa5cOdkGGY3ctxvKgiAIgvA1y1e0pbdjzmfuE1S9fPlS9uYZMh4OTU1NpZ9r166NnZ0dnTt3xtHRUSWCz++//07NmjXx8PBg0qRJ2NjYcO7cOQICAihVqpTKm+asmjRpQrVq1Vi4cCElS5bMU5m1tbWJjo7G29ubunXrsmfPHmlugjqPHz8mKSmJly9fEh8fz8KFC9mwYQNLly5Viax09+5dlXUMTExMKFy4MJMnTyYmJobvv/+eCRMmUKVKFfT09Dhz5gxHjhyRHtQgY9JqrVq1CAoK4qeffuLNmzesXLmSI0eOMG/ePCBj7o23tzf+/v5UqFABAwMDTpw4wbRp06TJrlu2bCEqKgpfX18cHBxQKpVs3ryZrVu3Sm+Sw8LC+P7771XmEgBUrVqVsLAwtes+lClThpCQEAYOHMjDhw/x8/PDxsaGhw8fsmzZMiDjYV+diRMnEhAQkGOvQ9b7+fLlS44fP86ff/5JmzZtcjznW3bixAlZJK0hQ4YAGVGuIiMjiYqKIjAwkA4dOvDw4UOsrKwICgqSDTUUBEEQBCGfjQelUomfnx/a2toAvHjxgt69e6OnpweQbWSbb9Hff/+Nubm5bF/ZsmVlb6sVCgX+/v6MHDmSwMBAlTzs7e05ceIEY8eOxcfHh4cPH2JmZkbLli0ZO3asbBiUOlOnTs0xpKg6WlparF27Fh8fH6kBkfXhPauuXbsCGcODSpUqxY8//sjx48fVRgh6e0I0wJEjR6hevTomJiYcP36cqVOnMn36dBISEtDQ0MDe3p62bdsyaNAg6ZyaNWuybds2JkyYQEhICBoaGpQvX57du3dL5dTX16datWqEhoZy5coV0tLSsLS0pEePHowcORLI6IXQ1dVl6NCh3Lx5E21tbezt7Vm8eDGdOnXi1atXLFu2LNsJ5K1btyYkJITJkydTuHBhleP9+/fHycmJmTNn0qZNG1JSUjAxMaFGjRr8/ffflC9fPtv7n7WBmZ3M+6mpqYmlpSW9evVi3LhxuZ73rXJ3d89xmKWZmVm+hx+JYZuCIAjCt0ihzMc3YObDYm7EGGBB+DqkpKRgZGREcnLyNzH/QRAEQRC+Bh/z+ztfPQ+iUSAIgiAIgiAI3y4xYVoQBEEQBEEQhDzJV8+DIAjfpoOeXuhpFpw/F3X27wNg//79TJ8+nZMnT5KYmMj69etp2bKllC67gA/Tpk0jICBA+vmvv/5iwoQJnDlzBh0dHerUqcOGDRs+ZhUEQRAE4Yskeh4EQfhqPX36FFdXV+bOnav2eGJiomwLDw9HoVDQunVrKU10dDSdOnWia9eunD59mkOHDtG+fftPVQVBEARB+KKIxkMBkBkiN7tt3LhxXLt2DYVCIcWxz8rd3V0WsQjg3Llz+Pj4ULx4cbS1tXFwcGDMmDE8e/ZMls7a2hqFQkFUVJRKvi4uLigUCtmqzadPn6Z58+aUKFECHR0drK2tadu2LXfv3pWdu2TJEqpWrYquri4GBgbUqVOHLVu2yNLExMSgUChwcXFRWZHZ2NhYdt23jRs3jooVK2Z7XN09uXz5Ml27dqV06dJoa2tjY2NDu3btOHHihJQmu99B5v3JT5lzu1dv/04zfy5RogRPnjyR5V2xYkWVaEuXL1/G39+fMmXKoK2tTalSpahfvz7Lly/n9evX2d6br4mXlxeTJk2S1mt4m5mZmWzbuHEjdevW5bvvvgPg9evXDBw4kOnTp9O7d28cHBxwdnbGx8fnU1ZDEARB8ubNG168eCE2sUkLmX5qBWccwjcsMTFR+veqVasYM2aMbEVmfX197t+/n+f8jh49SoMGDWjQoAF//fUXJUuW5Pjx4wwdOpTdu3ezd+9etLS0pPSWlpZERETg6+sryyMpKUkK0wtw79496tevT9OmTdm+fTvGxsZcu3aNTZs2yRZnGzZsGL///juTJk2iZcuWpKWlsWzZMlq0aMHs2bPp16+frLxXr15l6dKleY729S5OnDhB/fr1KVeuHAsXLsTR0ZEnT56wceNGhg4dyr59+6S0EREReHp6ys5/e12L3Mqc13ulzpMnT5gxYwbjx4/PNs3x48dp0KABLi4uzJ07F0dHR6mec+fOpVy5cri6uuZ4nW/NnTt3+Ouvv1iyZIm0799//+W///5DQ0MDNzc3kpKSqFixItOnT882hLEgCMLHoFQqSUpK4vHjx5+7KMIXQkNDAxsbG9kz26cgGg8FgJmZmfRvIyMjFAqFbB+Q58aDUqmkW7duODk5sW7dOjQ0MjqfrKyscHBwwM3NjdDQUNn6Bh06dCA0NJSbN29iaWkJQHh4OB06dGDp0qVSukOHDpGcnMzixYvR/P/j421sbGSLcx09epSQkBDmzJlD//79pf1BQUG8ePGCIUOG0KJFC+k6kLFmwtixY2nfvr20xsiHlLl+ib29PQcOHJDuCWS80R84cKAsvbGxscr9f1tuZc7Lvcop75kzZ9K3b19KlCiRbX0cHBw4dOiQrD729va0a9cu2zUKXr58KVuvJSUlJdfyfC2WLFmCgYEBP/30k7Tv6tWrQEZP1syZM7G2tiYkJAR3d3fi4+NzXWtFEAThQ8lsOJQoUQJdXV2xSO83Lj09ndu3b5OYmEiZMmU+6edBDFv6xsTGxnL+/HmGDBkie6gEcHV1pUGDBqxcuVK2v2TJknh4eEhvZJ89e8aqVavw9/eXpTMzM+P169esX78+24fTlStXoq+vT69evVSODR06lLS0NKKjo2X7Bw0axOvXr/ntt9/yXd+8iI2N5dy5cwwdOlTlnoBqr0Je5FbmvNyr7LRr1w47OzsmTJig9nhsbCxxcXEMGzZMbX0g+4nCwcHBGBkZSVvWRtzXLrNBrKOjI+3L7BIeNWoUrVu3pnLlykRERKBQKFizZs3nKqogCN+YN2/eSA0HExMTihQpgo6Ojti+4U1XV5fixYvz7NmzTz4UWTQevjI1a9ZEX19fth04cEA6Hh8fD4CTk5Pa852cnKQ0Wfn7+xMZGYlSqWTt2rXY2tqqzCmoXr06I0eOpH379piamuLl5cX06dO5c+eO7Pq2trZqu9gsLCwwNDRUub6uri5jx44lODiY5OTkPN+LvLp06RKANLQnN+3atVO5xzdu3MhXmfNyr7KjUCiYMmUKf/zxB1euXFE5nnn/sq7qfffuXVl5582bpzbvwMBAkpOTpe3mzZu5ludrcODAAS5evEj37t1l+zNXiXd2dpb2aWtr891336n8zgVBED6WtLQ0IOO7RRAyZT5LvT3H8mMTjYevzKpVq4iNjZVtVapUUUmX37fdTZo0ITU1lf379xMeHq7S65ApKCiIpKQkFixYgIuLCwsWLMDR0ZGzZ8++87UBunXrhomJCVOnTs33ubnJb3lCQ0NV7rGFhYVKutzKnJd7lR0PDw9+/PFHfv311zyV2cTERCqrsbExr169UptOW1sbQ0ND2fYtCAsLo3LlyirzQCpXroy2trZsjlFaWhrXrl3DysrqUxdTEIRvnBiqJGT1uT4PovHwlbG0tMTOzk62FSlSRDru4OAAQFxcnNrz4+LipDRZaWpq0qlTJ8aOHcuxY8fo0KFDtmUwMTHB29ubGTNmEBcXh4WFBTNmzJCuf/XqVbUPr7dv3yYlJSXb6wcFBTF79mxu376d803Ip8zrXbhwIU/pzczMVO6xppo1EPJS5pzuVW6mTJnCqlWrOHXqlGy/vb09gOyBt1ChQjmW9WuVmpoqNZoAEhISiI2NlfUapKSksGbNGpVeBwBDQ0N69+7N2LFj2bFjBxcvXuTnn38GwNvb+5PUQRAEQRC+JKLx8I2pWLEijo6OhIaGqoT4On36NLt27aJdu3Zqz/X392ffvn20aNGCokWL5ul6Wlpa2NraShGEfH19SU1NZeHChSppZ8yYQeHChWUx9rPy9vbGxcUlxyhD76JixYo4OzsTEhKiNuzZ+0S2yE+Z375Xufn+++/56aef+OWXX2T73dzccHR0ZMaMGZ8tjNuX4sSJE7i5ueHm5gbAkCFDcHNzY8yYMVKaqKgolEpltp/76dOn4+vrS6dOnahatSrXr19nz549ef4/IAiCIHw+OYWyF97Nt/MKUgAyurjCwsJo2LAhrVu3JjAwEDMzM44dO8bQoUOpUaOGyvoHmZycnLh//362Yy63bNlCVFQUvr6+ODg4oFQq2bx5M1u3biUiIgKAGjVqMHDgQAICAnj16pUsVOvs2bOZNWtWjpN0p0yZgoeHR57q+vz5c5U/FgYGBtja2qrck4iICBo0aECtWrUYNWoUjo6OpKamsnnzZnbs2CEL1fr48WOSkpJU8s0atja3MuflXuVFUFAQLi4ust6EzPo0bNiQH374gcDAQJycnEhLS2P//v3cu3ePQoUK5fkaBZm7u3uuw9J69uxJz549sz1euHBhZsyYkeceIUEQhE+lcsDS3BN9QCend873Offu3WPMmDH89ddf3Llzh6JFi+Lq6sqYMWP44YcfPkIphY9NNB6+QTVr1uTo0aOMHz8eLy8vnjx5QpkyZejSpQuBgYE5hkM1MTHJ9pizszO6uroMHTqUmzdvoq2tjb29PYsXL6ZTp05SulmzZlGhQgXmzZvH6NGjKVSoEJUqVWLDhg00a9Ysx7LXq1ePevXqsWPHjlzrGR8fL71xzlS/fn127dqlkvb777/nxIkTBAUF0aNHD+7fv4+5uTk1a9Zk1qxZsrTq1m4IDg5W6QHIqcx5vVe5cXBwwN/fnz/++EO2v3r16pw8eZLJkyfTt29faU0OV1dXQkNDs52zkp0f/972zcx/EARBED6c1q1b8+rVK5YsWcJ3333HnTt32L17Nw8ePPjcRRPekUL5LrNXBUH4JqSkpGBkZERycrJoPAiCIHwmL168ICEhARsbG3R0/i+c9Jfe8/D48WOKFi1KTEwMderUUTk+bNgwLly4wJYtW4CMl4uDBw9m27Zt0mKsdnZ2/PLLL9K8tMWLFxMSEkJCQgLW1tYMGDCAPn36SHkeP36cXr16ERcXR7ly5Rg1ahQ//fQTp06dkqJE/u9//yMgIIADBw6gp6dHo0aNCA0NxdTUFMjota5QoQI6OjosXrwYLS0tevfuzbhx4/J7yz6q7D4X8HG/v8WcB0EQBEEQBOGDywwPvmHDBtkCpJnq1KnDwYMHpVCj+/btw9TUlJiYGAD+++8/rly5gru7OwDLly9nzJgxBAUFERcXx+TJk/n111+ldahSU1Np2rQpzs7OnDx5knHjxjFs2DDZNR8/fky9evVwc3PjxIkT/P3339y5cwcfHx9ZuiVLlqCnp8exY8eYNm0aEyZMYOfOnR/4DhVMYtiSIAi5OujphV4BitJUZ/++3BMJgiAIH5WmpiaRkZH06NGDBQsWUKlSJerUqYOvry8VKlSgVq1aPHnyhFOnTlG5cmX2799PQEAAGzZsACAmJoZSpUphZ2cHwNixYwkJCeGnn34CwMbGhvPnz7Nw4UK6dOnCihUrSE9PJywsDB0dHVxcXLh165YUJQ/g999/x83NjcmTJ0v7wsPDsbS0JD4+XorAWKFCBcaOHQtkRDH8/fff2b17Nw0bNvwUt+6LJnoeBEH4au3fv59mzZphYWGBQqGQvpAyKRQKtdv06dOlNNbW1irHp0yZ8olrIgiCUDC1bt2a27dvs2nTJjw9PYmJiaFSpUpERkZibGyMq6srMTExnD17Fi0tLXr27MmpU6dITU1l37590nCnp0+fcuXKFbp16yZb9HTSpEnSgqlxcXHScKNMNWrUkJXn9OnT7N27V5ZH5iKxWRderVChguw8c3Nz7t69+1HuUUFTcF4lCoIg5NPTp09xdXXF399felOVVWJiouznbdu20a1bN5VwwRMmTKBHjx7SzwYGBh+nwIIgCF8hHR0dGjZsSMOGDfn111/p3r07Y8eOxc/PD3d3d2JiYtDW1qZOnToUK1YMJycnDh48yL59+xg6dCiQMSQJYNGiRVSrVk2Wf34iCKamptKsWTO1C7iam5tL/y5cuLDsmEKh+ObDn2cSPQ8FkJ+fn/QGtHDhwtjY2DB8+HBevHghS6fuTWvm+S1btpTtu3nzJv7+/lhYWKClpYWVlRUDBw5UiYbg7u4uXVtbW5tSpUrRrFkz1q1bp3Kd7K7fq1cvChUqxJo1a/Jc5yVLllC1alV0dXUxMDCgTp060gSrTDExMbK3wyVLlqR169ZcvXpVSqPuLXLWN8mZ8aAzt2LFilGnTh0OHDigtlzq6pLd2+zMbdy4cdnGnc5PPV1cXFSWpDc2NiYyMlL6+fTp0zRv3pwSJUqgo6ODtbU1bdu2/Wbennh5eTFp0iRatWql9riZmZls27hxI3Xr1uW7776TpTMwMJClyy4sryAIgpA7Z2dnaU2jzHkPu3fvluY2uLu7s3LlSuLj46V9JUuWxMLCgqtXr6os1GpjYwNkhJQ/c+aM7Hno6NGjsmtXqlSJc+fOYW1trZKP+NueN6LxUEB5enqSmJjI1atXCQ0NZeHChdLYvPy6evUqVapU4dKlS6xcuZLLly+zYMECdu/eTY0aNXj48KEsfY8ePUhMTOTKlStER0fj7OyMr69vjrHyMz179oyoqCiGDx9OeHh4nso3bNgwevXqRdu2bTlz5gzHjx/nxx9/pEWLFvz+++8q6S9evMjt27dZs2YN586do1mzZrKH7AkTJpCYmCjb+vfvL8tj165dJCYmsn//fiwsLGjatCl37tzJU12y5jtr1iwMDQ1l+96evPWu9bx69SpLl2YfaePevXvUr1+fYsWKsX37duLi4oiIiMDCwiLPC9F9S+7cucNff/1Ft27dVI5NmTIFExMT3NzcmD59Oq9fv/4MJRQEQShYHjx4QL169Vi2bBlnzpwhISGBNWvWMG3aNFq0aAFA7dq1efLkCVu2bJE1HpYvX465ubk0BwFg/PjxBAcHM2fOHOLj4zl79iwRERHMnDkTgPbt26NQKOjRowfnz59n69atKmv09O3bl4cPH9KuXTv++ecfrly5wvbt2+natavKCzlBPTFsqYDS1tbGzMwMAEtLSxo0aMDOnTvVdsPlpm/fvmhpabFjxw6KFCkCQJkyZXBzc8PW1pZRo0Yxf/58Kb2urq507dKlS1O9enUcHR3x9/fHx8eHBg0aZHutNWvW4OzszC+//IKFhQU3b97McVG4o0ePEhISwpw5c2QP+EFBQbx48YIhQ4bQokULWR4lSpTA2NgYc3NzxowZQ4cOHbh8+TJly5YF/u8tck5MTEykt8wjR44kKiqKY8eO0bx581zrkjVvIyMjFAqFyvXu37//3vXs378/Y8eOpX379mrX5jh06BDJycksXrxYWkTOxsaGunXrZlvvly9fyiJipKSk5HifviZLlizBwMBAZXjTgAEDqFSpEsWKFePw4cMEBgaSmJgofVkJgiAI6unr61OtWjVCQ0O5cuUKaWlpWFpa0qNHD0aOHAlA0aJFKV++PHfu3JHmHtSuXZv09HSV8K7du3dHV1eX6dOnExAQgJ6eHuXLl5cWt9XX12fz5s307t0bNzc3nJ2dmTp1qmwoqoWFBYcOHWLEiBE0atSIly9fYmVlhaenJxoa4p16XojGw1fgf//7H4cPH8bKyirf5z58+JDt27cTFBQkNRwymZmZ0aFDB1atWsW8efNQKBTZ5tOlSxeGDh3KunXrcmw8hIWF0bFjR4yMjPDy8iIyMpJff/012/QrV65EX1+fXr16qRwbOnQoM2fOJDo6OttVsTPr9OrVq2yvkZPnz59Lb/e1tLTeqy45eZd6Dho0iGXLlvHbb7+p7c0wMzPj9evXrF+/njZt2uT4+8sUHBzM+PHj36kOBV14eDgdOnRQiZU9ZMgQ6d8VKlRAS0uLXr16ERwcnOOCioIgCB/bu6z4/Clpa2sTHBxMcHBwjuneHsJbrFixbOcXtG/fnvbt22ebV/Xq1VXye3tJM3t7e7XDrTNlhorNSt0w7G+VaGIVUFu2bEFfXx8dHR3Kly/P3bt3CQgIUEnXrl07WUQBfX19li9fLh2/dOkSSqUSJycntddxcnLi0aNH3Lt3L8fyaGho4ODgwLVr17JNc+nSJY4ePUrbtm0B6NixIxERESr/qbOKj4/H1tZW5cEdMt4eGBoaEh8fr/bcxMREZsyYQalSpaReB4ARI0ao3JO35zTUrFkTfX199PT0mDFjBpUrV6Z+/frvVZecvEs9dXV1GTt2LMHBwSQnJ6ucV716dUaOHEn79u0xNTXFy8uL6dOnqwy/yiowMJDk5GRpu3nz5jvVp6A5cOAAFy9elBYhykm1atV4/fp1jp91QRAEQfhaicZDAVW3bl1iY2M5duwYXbp0oWvXrioRYgBCQ0OJjY2VbVmH3mT6EAuNK5XKHN9uh4eH4+HhIa3g2LhxY5KTk9mzZ0+u+eZH6dKl0dPTk8b2R0dHyx7KAwICVO5JlSpVZHmsWrWKU6dOER0djZ2dHZGRkbLIC+9alw9ZT4Bu3bphYmKS7XC1oKAgkpKSWLBgAS4uLixYsABHR0fOnj2rNr22tjaGhoay7VsQFhZG5cqVcXV1zTVtbGwsGhoalChR4hOUTBAEQRC+LGLYUgGlp6cnLZoSHh6Oq6srYWFhKpM9zczMpHSZDAwMePz4MZCx7LtCoSAuLk5tRJq4uDiKFi1K8eLFcyzPmzdvuHTpElWrVs32+JIlS0hKSpLG32fuDw8Pl73Vz8rBwYGDBw/y6tUrlbfyt2/fJiUlRTaZCjLeIhsaGlKiRAm1ITVNTU1V7snbLC0tsbe3x97entevX9OqVSv+97//oa2t/c51ycm71BMyFuAJCgrCz8+Pfv36qc3bxMQEb29vvL29mTx5Mm5ubsyYMUNakfNrlpqayuXLl6WfExISiI2NpVixYpQpUwbImNexZs0aQkJCVM4/cuQIx44do27duhgYGHDkyBEGDx5Mx44dKVq06CerhyAIgiB8KUTPw1dAQ0ODkSNHMnr0aJ4/f56vc01MTGjYsCHz5s1TOTcpKYnly5fTtm3bXMfLL1myhEePHqnt/QDYunWrtIpk1jf+K1euZN26dVJj5m2+vr6kpqaycOFClWMzZsygcOHCKte0sbHB1tb2g8Xib9OmDZqamsybN++96pKTd6lnJm9vb1xcXPI0V0FLSwtbW9tvJtrSiRMncHNzw83NDciYv+Dm5saYMWOkNFFRUSiVStq1a6dyvra2NlFRUdSpUwcXFxeCgoIYPHgwf/zxxyergyAIgiB8SUTPw1fC29ubgIAA5s6dm20o0Oz8/vvv1KxZEw8PDyZNmoSNjQ3nzp0jICCAUqVKERQUJEv/7NkzkpKSeP36Nbdu3WL9+vWEhoby888/ZxvJJywsjCZNmqgMC3F2dmbw4MEsX76cvn37qpxXo0YNBg4cSEBAAK9evaJly5akpaWxbNkyZs+ezaxZs3KM1qTOkydPSEpKku3T1dXNdoiOQqFgwIABjBs3jl69er1zXXLyvvWcMmUKHh4esn1btmwhKioKX19fHBwcUCqVbN68ma1btxIREZGv8hVU7u7uuQ4H69mzZ7ZhhitVqqQSI1wQBEEQvmlKocDp0qWLskWLFir7g4ODlcWLF1empqYqlUqlElCuX78+T+dfu3ZN2aVLF2XJkiWVhQsXVlpaWir79++vvH//vixdnTp1lIASUGppaSnNzc2VTZs2Va5bt07lOpnXT0pKUmpqaipXr16ttj4///yz0s3NLcc6h4WFKStXrqzU0dFR6unpKWvVqqXctGmTLM3evXuVgPLRo0fZ5mNlZSWVP+vWq1cvpVKpVCYkJCgB5alTp2TnPX36VFm0aFHllClT8lWXiIgIpZGRkUq67K7zPvVs1KiRElBGREQolUql8sqVK8oePXooHRwclEWKFFEaGxsrq1atKh3Pi+TkZCWgTE5OzvM5giAIwof1/Plz5fnz55XPnz//3EURviA5fS4+5ve3Qqn8ADNlBUH4KqWkpGBkZERycvI3M3laEAThS/PixQsSEhKwsbFRCSctfLty+lx8zO9vMedBEARBEARBEIQ8EXMeBEHI1fQendDJEqr2SzVq2drPXQRBEARB+KqJngdBEL4q+/fvp1mzZlhYWKBQKNSuChoXF0fz5s0xMjJCT0+PqlWrcuPGDem4u7s7CoVCtvXu3fsT1kIQBEEQvkyi8SB8EH5+figUCqZMmSLbv2HDBpUwr2/evCE0NJTy5cujo6ND0aJF8fLy4tChQ1KaZs2a4enpqfZaBw4cQKFQcObMGQCeP3/O2LFjcXBwQFtbG1NTU7y9vTl37px0zrVr11QeBrNuNjY2xMfHo6ury4oVK2TXS09Pp2bNmrRp00ZWV3UPk3379kWhUODn56dyb97estbv9OnTNG/enBIlSqCjo4O1tTVt27bl7t27Od12AFauXEmhQoWyjfC0aNEiXF1d0dfXx9jYGDc3N4KDg3PNt6B6+vQprq6uzJ07V+3xK1eu8OOPP+Lo6EhMTAxnzpzh119/VRkv2qNHDxITE6Vt2rRpn6L4giAIeXZjQvlPur2rpKQkBg4ciJ2dHTo6OpQsWZIffviB+fPn8+zZsw94R4RPQQxbEj4YHR0dpk6dSq9evbJdQEupVOLr68uuXbuYPn069evXJyUlhblz5+Lu7s6aNWto2bIl3bp1o3Xr1ty6dYvSpUvL8oiIiKBKlSpUqFCBly9f0qBBA27cuEFISAjVqlXjzp07BAcHU61aNXbt2kX16tWxtLQkMTFRpTwnTpygZcuW9O3bFwcHB6ZMmUL//v2pW7cu5ubmAISEhHD16lU2bdoknWdpaUlUVBShoaEUKVIEyJi4tGLFCmnxsaw8PT1VwqNqa2sDcO/ePerXr0/Tpk3Zvn07xsbGXLt2jU2bNuVpPYawsDCGDx/OwoULCQkJkT0Eh4eHM2jQIObMmUOdOnV4+fIlZ86c4X//+1+u+RZUXl5eeHl5ZXt81KhRNG7cWNYYsLW1VUmnq6uLmZnZRymjIAjCt+Lq1av88MMPGBsbM3nyZMqXL4+2tjZnz57ljz/+oFSpUjRv3jzf+apbVFX4NETPg/DBNGjQADMzsxzfaq9evZq1a9eydOlSunfvjo2NDa6urvzxxx80b96c7t278/TpU5o2bUrx4sWJjIyUnZ+amsqaNWuklbRnzZrFkSNH2LJlCz4+PlhZWfH9998THR2Nk5MT3bp1Q6lUUqhQIczMzGSbQqHg559/pl27dtLaGP3798fV1ZUePXoAcOHCBcaMGcMff/yBqampVI5KlSphaWnJunXrpH3r1q2jTJky0oJkWWlra6tcP7OBdejQIZKTk1m8eDFubm7Y2NhQt25dQkNDsbGxyfGeJyQkcPjwYX755RccHBxk5QHYtGkTPj4+dOvWDTs7O1xcXGjXrp3K2h3fivT0dP766y8cHBzw8PCgRIkSVKtWTe3QpuXLl2Nqakq5cuUIDAwUb8cEQRDeQZ8+fdDU1OTEiRP4+Pjg5OTEd999R4sWLfjrr79o1qwZAI8fP6Z79+4UL14cQ0ND6tWrx+nTp6V8xo0bR8WKFVm8eLEsupBCoWDhwoU0bdoUXV1dnJycOHLkCJcvX8bd3R09PT1q1qzJlStXpLyuXLlCixYtKFmyJPr6+lStWpVdu3bJym1tbc3kyZPx9/fHwMCAMmXKyBYIrVevHv369ZOdc+/ePbS0tNi9e/cHv49fEtF4ED6YQoUKMXnyZH777Tdu3bqlNs2KFStwcHCQ/lhkNXToUB48eMDOnTvR1NSkc+fOREZGyhb5WrNmDW/evJFWA16xYgUNGzZUWbBNQ0ODwYMHc/78edkfn0xpaWm0bt0aMzMzFi1aJO1XKBRERERw4MABFi1ahJ+fH76+vmrfivj7+8t6E8LDw+natWsud0mVmZkZr1+/Zv369bkuaPa2iIgImjRpgpGRER07diQsLEwl76NHj3L9+vU85ffy5UtSUlJk29fk7t27pKamMmXKFDw9PdmxYwetWrXip59+Yt++fVK69u3bs2zZMvbu3UtgYCB//vknHTt2/IwlFwRBKHgePHjAjh076Nu3L3p6emrTZA5t9vb25u7du2zbto2TJ09SqVIl6tevz8OHD6W0ly9fJjo6mnXr1hEbGyvtnzhxIp07dyY2NhZHR0fat29Pr169CAwM5MSJEyiVStmDfmpqKo0bN2b37t2cOnUKT09PmjVrJpv7BhkjD6pUqcKpU6fo06cPP//8MxcvXgSge/furFixgpcvX0rply1bRqlSpahXr95737svmWg8CB9Uq1atqFixImPHjlV7PD4+HicnJ7XHMvfHx8cDGQ/nV65ckT3URURE0Lp1a4yMjPKdX1b9+vXjypUrrF+/XmWsu5WVFbNmzaJ3794kJiYye/Zstfl37NiRgwcPcv36da5fv86hQ4eyfcDcsmUL+vr6sm3y5MkAVK9enZEjR9K+fXtMTU3x8vJi+vTp3LlzR21emdLT04mMjJSu6evry8GDB0lISJDSjB07FmNjY6ytrSlbtix+fn6sXr2a9PR0tXkGBwdjZGQkbfldvftLl1nvFi1aMHjwYCpWrMgvv/xC06ZNWbBggZSuZ8+eeHh4UL58eTp06MDSpUtZv3697M2VIAiCkLPLly+jVCopW7asbL+pqan0XThixAgOHjzI8ePHWbNmDVWqVMHe3p4ZM2ZgbGzM2rX/F0Xv1atXLF26FDc3NypUqCDt79q1Kz4+Pjg4ODBixAiuXbtGhw4d8PDwwMnJiYEDBxITEyOld3V1pVevXpQrVw57e3smTpyIra2tbHgyQOPGjenTpw92dnaMGDECU1NT9u7dC8BPP/0EwMaNG6X0kZGR0jzHr5loPAgf3NSpU1myZAlxcXFqj+f17bqjoyM1a9YkPDwcyPgjdODAAWnIUn7zy7RgwQIiIyOJjo5WmU+RqWvXrpibm9O/f/9sF1cpXrw4TZo0ITIyUuoByDq0Kau6desSGxsr27JOuA4KCiIpKYkFCxbg4uLCggULcHR05OzZs9nWY+fOnTx9+pTGjRsDGX+MGzZsKN0vAHNzc44cOcLZs2cZOHAgr1+/pkuXLnh6eqptQAQGBpKcnCxtN2/ezPb6BZGpqSmampo4OzvL9js5Oam8ccqqWrVqQMZnUBAEQXg/x48fJzY2FhcXF16+fMnp06dJTU3FxMRE9pItISFB9tLGysqK4sWLq+SXtSFRsmRJAMqXLy/b9+LFC6k3PTU1lWHDhuHk5ISxsTH6+vrExcWpfA9kzVehUGBmZiYFMtHR0aFTp07Sd+6///7L//73P1nAlK+VmDAtfHC1a9fGw8ODwMBAlf9EDg4O2TYqMvc7ODhI+7p160b//v2ZO3cuERER2NraUqdOnXfO7+DBgwwYMIB58+ZRs2bNHOuhqamJpmbO/0X8/f2lrtDsovsA6OnpYWdnl2NeJiYmeHt74+3tzeTJk3Fzc2PGjBksWbJEbfqwsDAePnwoTdiGjDfrZ86cYfz48Who/N+7gXLlylGuXDn69OlD7969qVWrFvv27aNu3bqyPLW1taWJ3F8jLS0tqlatKnU7Z4qPj8fKyirb8zK7xzMn0QuCIAi5s7OzQ6FQqPzN/e677wCk76/U1FTMzc1lvQOZjI2NpX9nN/SpcJZ1iDLf+qvbl/nSbNiwYezcuZMZM2ZgZ2dHkSJFaNOmDa9evco238x8sr546969OxUrVuTWrVtERERQr169HL9Lvhai50H4KKZMmcLmzZs5cuSIbL+vry+XLl1i8+bNKueEhIRgYmJCw4YNpX0+Pj5oaGiwYsUKli5dir+/v6w7MDNy09vzGtLT0wkNDcXZ2VmaD3Hz5k1at25Nz5496d69+wepp6enJ69evSItLQ0PD48PkidkPOTa2tpmG23pwYMHbNy4kaioKFlvxqlTp3j06BE7duzINu/Mt+55ieRUEKWmpkr3AzImlcfGxkpvlAICAli1ahWLFi3i8uXL/P7772zevJk+ffoAGRPpJk6cyMmTJ6WoV507d6Z27dqyt1CCIAhCzjK/03///fccv3MqVapEUlISmpqa2NnZybbsevTfx6FDh/Dz86NVq1aUL18eMzMzrl27lu98ypcvT5UqVVi0aBErVqzA39//g5f1SyR6HoSPInOs+Jw5c2T7fX19WbNmDV26dFEJ1bpp0ybWrFkje7Ogr69P27ZtCQwMJCUlRaUnY/DgwWzcuJFmzZrJQrVOnjyZuLg4du3ahUKh4MWLF7Rq1YpSpUrxyy+/kJSUpFLmdwnLWahQIamHo1ChQtmme/nypco1NTU1MTU1ZcuWLURFReHr64uDgwNKpZLNmzezdetWlfCumf78809MTEzw8fFRGVvZuHFjwsLC8PT05Oeff8bCwoJ69epRunRpEhMTmTRpEsWLF6dGjRr5rm9BcOLECVmPypAhQwDo0qULkZGRtGrVigULFhAcHMyAAQMoW7Ys0dHR/Pjjj0BGw23Xrl3MmjWLp0+fYmlpSevWrRk9evRnqY8gCEJBNm/ePH744QeqVKnCuHHjqFChAhoaGvzzzz9cuHCBypUr06BBA2rUqEHLli2ZNm0aDg4O3L59m7/++otWrVpRpUqVD1ome3t71q1bR7NmzVAoFPz666/ZzgXMTffu3enXrx96enq0atXqg5bzSyUaD8JHM2HCBFatWiXbp1AoWL16NbNmzSI0NJQ+ffqgo6NDjRo1iImJ4YcfflDJp1u3boSFhdG4cWMsLCxkx3R0dNizZw+TJ09m5MiRXL9+HQMDA+rWrcvRo0cpV64cAMeOHePkyZMA2U4Czu/ciUzZzYnI6u+//1YZ8lK2bFkuXLiAs7Mzurq6DB06lJs3b6KtrY29vT2LFy+mU6dOavMLDw+nVatWaidltW7dmk6dOnH//n0aNGhAeHg48+fP58GDB5iamlKjRg12796NiYnJO9X3S+fu7p7r79Lf3z/bN0SWlpaySfqCIAjCu7O1teXUqVNMnjyZwMBAbt26hba2Ns7OzgwbNow+ffqgUCjYunUro0aNomvXrty7dw8zMzNq164tzWH4kGbOnIm/vz81a9bE1NSUESNGvHN0wXbt2jFo0CDatWunEoDla6VQvusTkyAIX72UlBSMjIxITk7OUyNJEARB+PBevHhBQkKCbH0D4ctw7do1bG1t+eeff6hUqdInvXZOn4uP+f0teh4EQRAEQRAEIR/S0tJ48OABo0ePpnr16p+84fA5iQnTgiAIgiAIgpAPhw4dwtzcnH/++Ue2TtC3QPQ8CIKQq5tTqmOgk/2E8C9BmTHZr4khCIIgCB9SXubXfa1Ez4MgCF+V/fv306xZMywsLFAoFGzYsEElTVxcHM2bN8fIyAg9PT2qVq0qWxyoV69e2NraUqRIEYoXL06LFi24cOHCJ6yFIAiCIHyZROOhAMhc6jzrisSZ+vbti0KhkIUwzUz/9ubp6Smlsba2lvbr6upSvnx5Fi9erJL/3r17ady4MSYmJujq6uLs7MzQoUP577//AIiJiUGhUPD48WPpnNu3b1O+fHlq165NcnKy2jplvb6enh6VKlVizZo1sjTPnz+nWLFimJqa8vLlSyBj6Xd1dcu6Xbt2jXHjxqk95ujoKOXv7u6OQqEgKipKdt1Zs2ZhbW0tS5Pd5u7urrZ+kDFZ6ddff8XFxYUiRYpgYmJC1apVmTZtGo8ePVIpx5QpU1TyaNKkCQqFgnHjxqmkz9xKliyJt7c3169fl9Jcu3YNhUIhrXWQlbu7O4MGDcq23AXd06dPcXV1zXbRvitXrvDjjz/i6OhITEwMZ86c4ddff5VNNqtcuTIRERHExcWxfft2lEoljRo14s2bN5+qGoIgCILwRRKNhwLC0tKSqKgonj9/Lu178eIFK1asoEyZMirpPT09SUxMlG0rV66UpZkwYQKJiYn873//o2PHjvTo0YNt27ZJxxcuXEiDBg0wMzMjOjqa8+fPs2DBApKTkwkJCVFbzswHMysrK7Zv346RkVG2dcq8/qlTp6hatSpt27bl8OHD0vHo6GhcXFxwdHSU3h63bdtWVqcaNWrQo0cP2b7MUKwuLi4q9+DgwYOyMujo6DB69GjS0tLUlnHdunXSucePHwdg165d0r5169apPe/hw4dUr16diIgIhg0bxrFjx/j3338JCgri1KlTrFixQpbe0tKSyMhI2b7//vuP3bt3q13VOLPOt2/fZuPGjdy8eZOOHTtme6+/JV5eXkyaNCnbeNujRo2icePGTJs2DTc3N2xtbWnevDklSpSQ0vTs2ZPatWtjbW1NpUqVmDRpEjdv3nynRYQEQRAE4Wsi5jwUEJUqVeLKlSusW7eODh06ABkPtmXKlMHGxkYlvba2dq6LnhkYGEhpRowYwbRp09i5cydeXl7cunWLAQMGMGDAAEJDQ6VzrK2tqV27tqynIdOZM2fw8PCgXr16LFmyBE3NnD9emdc3MzNj7ty5LFu2jM2bN1OzZk0AwsLC6NixI0qlkrCwMNq2bUuRIkWk5ewhY0EvXV1dtXXV1NTM9R60a9eOTZs2sWjRImmF4ayKFSsm/fvFixdAxoqZueU7cuRIbty4QXx8vGxtCisrKxo1aqQyTrJp06asXr2aQ4cOSWtdLFmyhEaNGsmG02TKWmdzc3P69etHr169ciyTkLHy+F9//cXw4cPx8PDg1KlT2NjYEBgYSMuWLdWe8/TpUyIiIrCxscl2jRBBEARB+FaInocCxN/fX7bicHh4OF27dn3vfNPT04mOjubRo0doaWkBsGbNGl69esXw4cPVnmNsbCz7+fDhw9SpU4fWrVuzbNmyXBsOb9PU1KRw4cK8evUKyOjBOHLkCD4+Pvj4+HDgwAHZsJwPxdDQkFGjRjFhwgSePn36QfJMT09n1apVdOzYUWVRu0xvL+6mpaVFhw4dZL/fyMjIPC11//DhQ1avXk21atXer+BkrISdkpIi274md+/eJTU1lSlTpuDp6cmOHTto1aoVP/30k8rCcPPmzUNfXx99fX22bdvGzp07pf8fgiAIgvCtEo2HAqRjx44cPHiQ69evc/36dQ4dOpTtUJUtW7ZIDz6Z2+TJk2VpRowYgb6+Ptra2rRp04aiRYvSvXt3AC5duoShoaHaITPqtGrVimbNmvH777+rXfU4J69evSI4OJjk5GTq1asHZDSMvLy8KFq0KMWKFcPDw0P2YJ0XZ8+eVbkH6uaNZK5yPXPmzHzln5179+7x+PFjypYtK9tfuXJlqRzt2rVTOc/f35/Vq1fz9OlT9u/fT3JyMk2bNlV7jcwHWz09PUxMTLh48SLh4eEq6WrWrKlyDw4cOJBt2YODgzEyMpK2r+1Ne3p6OgAtWrRg8ODBVKxYkV9++YWmTZuqhNrr0KEDp06dYt++fTg4OODj4yP1PgmCIAjCt0o0HgqQ4sWL06RJEyIjI4mIiKBJkyaYmpqqTVu3bl1iY2Nl29sPzgEBAcTGxrJnzx6qVatGaGgodnZ2ACiVynw1Alq0aMH69etzfDB9W2bjRVdXl6lTpzJlyhSaNGnCmzdvWLJkiaxh1LFjRyIjI6WHv7woW7asyj2YMGGCSjptbW0mTJjAjBkzuH//fp7zz6/169cTGxuLh4eHbO5KJldXV+zt7Vm7di3h4eF06tQp2x6cDh06EBsby+nTpzl48CB2dnY0atSIJ0+eyNKtWrVK5R5UqVIl2zIGBgaSnJwsbTdv3ny/Sn9hTE1N0dTUxNnZWbbfyclJZXiYkZER9vb21K5dm7Vr13LhwgXWr1//KYsrCILw1cpv8I6cAoF8aNbW1syaNeujX6egEnMeChh/f3/69esHkG00GQA9PT2pIZAdU1NT7OzssLOzY82aNZQvX54qVarg7OyMg4MDycnJJCYm5qn3YeHChQwfPhwvLy+2bt1K7dq1cz0nICAAPz8/9PX1KVmypNRY2b59O//99x9t27aVpX/z5g27d++mYcOGueYNGUOBcrsHmTp27MiMGTOYNGmSFGnpXRUvXhxjY2MuXrwo2585sd3AwEDtnBHI+P3OnTuX8+fPSxO01TEyMpLqZmdnR1hYGObm5qxatUrqPYKMidhv34Osc0bepq2tjba2do71K8i0tLSoWrWqyu8mPj4eKyurbM9TKpUolUop6pcgCMKX4Ifffvik1zvU/1C+z/Hz82PJkiUq+48dO4aTk9OHKJbwiYmehwLG09OTV69ekZaWhoeHxwfL19LSkrZt2xIYGAhAmzZt0NLSYtq0aWrTv/3wq1Ao+OOPP+jQoQONGzdWGT+uTmbjxczMTNbLERYWhq+vr8obc19fX8LCwt69kjnQ0NAgODiY+fPnv3dEHQ0NDXx8fFi2bBm3b9/O17nt27fn7NmzlCtXTuXteE4KFcpYwE1dj8a3JjU1VfrMACQkJBAbGyv1LAQEBLBq1SoWLVrE5cuX+f3339m8ebM0Yf7q1asEBwdz8uRJbty4weHDh/H29qZIkSI0btz4c1VLEAShwFIXAbJy5coYGBh87qIJ70D0PBQwhQoVIi4uTvp3dl6+fElSUpJsn6amZrbDnAAGDhxIuXLlOHHiBFWqVCE0NJR+/fqRkpJC586dsba25tatWyxduhR9fX2VcK0KhYIFCxZQqFAhGjduzF9//ZXjOgjq3Lt3j82bN7Np0ybKlSsnO9a5c2datWrFw4cPZVGQsvP69WuVe5C5LoI6TZo0oVq1aixcuDDbNHk1efJkYmJi+P7775kwYQJVqlRBT0+PM2fOcOTIEZW6ZSpatCiJiYkULlw4x/yfPXsm1e3OnTtMnDgRHR0dGjVq9F7l/hqcOHGCunXrSj8PGTIEgC5duhAZGUmrVq1YsGABwcHBDBgwgLJlyxIdHc2PP/4IZITvPXDgALNmzeLRo0eULFmS2rVrc/jwYVk4V0EQBCFv1EWAdHd3p2LFitLwIGtra3r27Mnly5dZs2YNRYsWZfTo0fTs2VNtnm/evKFnz57s2bOHpKQkypQpQ58+fRg4cKCUxs/Pj8ePH/Pjjz8SEhLCq1ev8PX1ZdasWdL37N27d+nWrRu7du3CzMyMSZMmfZyb8BURjYcCyNDQMNc0f//9t8pwo7Jly+a4Sq6zszONGjVizJgxbN26lT59+uDg4MCMGTNo1aoVz58/x9ramqZNm0oPZG9TKBTMnTsXDQ0NmjRpwpYtW2QPcrlZunQpenp61K9fX+VY/fr1KVKkCMuWLWPAgAG55nXu3DmVe6CtrZ3jpNepU6dKoWLfh4mJCcePH2fq1KlMnz6dhIQENDQ0sLe3p23btjmO83w7kpU6ixYtYtGiRUBGg6NChQps3bpVZZL2t8jd3V0lFO7b/P39s41kZWFhwdatWz9G0QRBEIQchISEMHHiREaOHMnatWv5+eefqVOnjtrvtvT0dEqXLs2aNWswMTHh8OHD9OzZE3Nzc3x8fKR0e/fuxdzcnL1793L58mXatm1LxYoV6dGjB5DRwLh9+zZ79+6lcOHCDBgwgLt3736yOhdECmVu37KCIHyzUlJSMDIyIjk5OU+NVkEQBOHDe/HiBQkJCdjY2KCjoyPtLyhzHpYtWyYrt5eXF/fu3VPpeahVqxZ//vknkDHXzMzMjPHjx9O7d2+uXbuGjY0Np06domLFimqv1a9fP5KSkli7dq107ZiYGK5cuSKN1vDx8UFDQ4OoqCji4+MpW7Ysx48fp2rVqgBcuHABJycnQkND8zWh+3PI7nMBH/f7W/Q8CIIgCIIgCB9N3bp1mT9/vvSznp6e2pDlFSpUkP6tUCgwMzPLsRdg7ty5hIeHc+PGDZ4/f86rV69UGhYuLi6yYd7m5uacPXsWgLi4ODQ1NalcubJ03NHRMU8jAL5lovEgCIIgCIIgfDR5iQAJqMz3UygU2YZoj4qKYtiwYYSEhFCjRg0MDAyYPn06x44de+c8hbwRjQdBEHJ1c0p1DHSyn6D/OZUZc/ZzF0EQBEH4xA4dOkTNmjWlSHkAV65cyVcejo6OvH79mpMnT0rDli5evJhtOHUhgwjVKgjCV2H//v00a9YMCwsLFAoFGzZskB338/NDoVDINk9PT+l4TEyMyvHM7Z9//vnEtREEQRByYm9vz4kTJ9i+fTvx8fH8+uuv+f5bXbZsWTw9PenVqxfHjh3j5MmTdO/ePcf1kIQC3nhISkqif//+fPfdd2hra2NpaUmzZs3YvXu3LN3hw4dp3LgxRYsWRUdHh/LlyzNz5kzevHkDQHR0NIUKFeK///5Tex17e3spupC7u7vah4usqzfv27ePevXqUaxYMXR1dbG3t6dLly68evVK7QNM1i1zgbKs19HR0cHBwYHg4GC1UWSWLFlC1apV0dXVxcDAgDp16rBly5Zc75+1tbV0jSJFimBtbY2Pjw979uyRpctc1VHddvToUQDGjRundgJT1hUh81r3hIQE2rdvj4WFBTo6OpQuXZoWLVqoRIrau3cvjRs3xsTEBF1dXZydnRk6dKj0e8x8GFT3BuHt1SPzuprkypUrKVSoEH379lU5lnk9FxcX6bOVydjYmMjISNn18nLv37UskDFZ6tdff8XFxYUiRYpgYmJC1apVmTZtGo8ePcrzdQqKp0+f4urqmuPiiW/HGl+5cqV0rGbNmipxyLt3746NjU2Oq3ILgiB8Lof6H/qk25ekV69e/PTTT7Rt25Zq1arx4MEDWS9EXkVERGBhYUGdOnX46aef6NmzpwjLnYsC23i4du0alStXZs+ePUyfPp2zZ8/y999/U7duXdnD1Pr166lTpw6lS5dm7969XLhwgYEDBzJp0iR8fX1RKpU0b94cExMTtSsg7t+/n8uXL9OtWzdpX48ePVQeMjIXUzt//jyenp5UqVKF/fv3c/bsWX777Te0tLR48+YNs2fPlp0HGR/czJ+ztpozr3Px4kUCAwMZM2YMCxYskJVv2LBh9OrVi7Zt23LmzBmOHz/Ojz/+SIsWLfj9999zvY8TJkyQrrF06VKMjY1p0KABQUFBKml37dqldpGXvMpL3dPS0mjYsCHJycmsW7eOixcvsmrVKsqXLy9rBCxcuJAGDRpgZmZGdHQ058+fZ8GCBSQnJ6usP/EhhYWFMXz4cFauXJltyNerV6+ydOnSXPPKz73Pb1kePnxI9erViYiIYNiwYRw7dox///2XoKAgTp06xYoVK/J0jYLEy8uLSZMm0apVq2zTZMYaz9yKFi0qHdPS0pIdMzExYePGjXTt2lW2iKEgCIKQd5GRkSo9wZDxwi3rS7tr166pRDeKjY1l3LhxQMZLN6VSKb2o1NbWJiIigsePH/Po0SPmzZtHcHCwtEBodteeNWsWMTEx0s9mZmZs2bKFFy9ecP36dTp16qS2LML/KbBzHvr06YNCoeD48ePo6elJ+11cXKT47U+fPqVHjx40b96cP/74Q0rTvXt3SpYsSfPmzVm9ejVt27alU6dOREZGMnLkSNl1wsPDqVatGi4uLtI+XV1dlcVOMu3YsQMzMzPZysy2trbS8IgiRYpgZGQkO8fY2Fhtflmv07VrV37//Xd27tzJzz//DMDRo0cJCQlhzpw59O/fXzovKCiIFy9eMGTIEFq0aIGlpWW299HAwEC6RpkyZahduzbm5uaMGTOGNm3ayGIrm5iYZFvvvDAyMsq17rGxsVy5coXdu3djZWUFgJWVFT/88H/h6G7dusWAAQMYMGAAoaGh0n5ra2tq16790cYqJiQkcPjwYaKjo9m7dy/r1q2jffv2Kun69+/P2LFjad++Pdra2tnml597n9+yjBw5khs3bhAfH4+FhYW038rKikaNGuW6DsLXKiYmhhIlSlC0aFHq1avHpEmTMDExUZt206ZNPHjwgK5du37iUgqCIAjCl6tA9jw8fPiQv//+m759+8oaDpkyQ2zt2LGDBw8eMGzYMJU0zZo1w8HBQRq20K1bNy5dusT+/fulNKmpqaxdu1bW65AbMzMzEhMTZfm8L6VSyYEDB7hw4QJaWlrS/pUrV6Kvr0+vXr1Uzhk6dChpaWlER0fn+3oDBw5EqVSycePG9yr3uyhevDgaGhqsXbtWZehPpjVr1vDq1SuGDx+u9vjHCrEWERFBkyZNMDIyomPHjoSFhalNN2jQIF6/fs1vv/2W72vk9d7nVJb09HRWrVpFx44dZQ2HrLJ7k/7y5UtSUlJk29fC09OTpUuXsnv3bqZOncq+ffvw8vLK9nMWFhaGh4cHpUuX/sQlFQRBEIQvV4FsPFy+fBmlUomjo2OO6eLj4wFwcnJSe9zR0VFK4+zsTPXq1QkPD5eOr169GqVSia+vr+y8efPmoa+vL9uWL18OgLe3N+3ataNOnTqYm5vTqlUrfv/993d6CMu8jra2NrVr1yY9PV22snJ8fDy2trayBkUmCwsLDA0NpfrlR7FixShRogTXrl2T7a9Zs6ZKvT+0UqVKMWfOHMaMGSO9HZ44cSJXr16V0ly6dAlDQ0OV1aOzU7p0aZVy37hxI1/lSk9PJzIyko4dOwLg6+vLwYMHSUhIUEmrq6vL2LFjCQ4OJjk5OV/Xye7e56cs9+7d4/Hjxyo9F5UrV5bqry6+NkBwcLDUQ2RkZJRjr1VB4+vrS/PmzSlfvjwtW7Zky5Yt/PPPP7Lu60y3bt1i+/bt+XpxIAiCIAjfggLZeMjvkIu8pvf392ft2rU8efIEyBiy5O3tjYGBgSxdhw4diI2NlW3NmzcHoFChQkRERHDr1i2mTZtGqVKlmDx5Mi4uLtI4/7zKvM6hQ4fw8vJi1KhR1KxZ853qll9KpVLl7fSqVatU6v0x9O3bl6SkJJYvX06NGjVYs2YNLi4u7Ny5M9uy5eTAgQMq5c7ujXx2du7cydOnT2ncuDEApqamNGzYUNbYzKpbt26YmJgwderUfF0Hcq9ffsuSaf369cTGxuLh4cHz58/VpgkMDCQ5OVnabt68me/yFxTfffcdpqamXL58WeVYREQEJiYm0v9rQRAEQRAyFMjGg729PQqFQiX6ztscHByAjBUE1YmLi5PSAFIPw+rVq7l06RKHDh1S++bRyMgIOzs72fZ2A6NUqVJ06tSJ33//nXPnzvHixQuVyc65ybxO1apVWb16Nb///ju7du2S1e/q1au8evVK5dzbt2+TkpIiq19ePXjwgHv37mFjYyPbb2lpqVLvTIaGhmrfsmfOP3h7rkNuDAwMaNasGUFBQZw+fZpatWoxadIkIKPeycnJeW6M2djYqJRbUzN/033CwsJ4+PAhRYoUQVNTE01NTbZu3cqSJUvULjajqalJUFAQs2fP5vbt23m+Tnb3Pj9lKV68OMbGxly8eFF2XpkyZdR+VrPS1tbG0NBQtn2tbt26xYMHD1R6sJRKJREREXTu3FllcSFBEARB+NYVyMZDsWLF8PDwYO7cuTx9+lTleOYDa6NGjShWrJja6DubNm3i0qVLsuEbBgYGeHt7Ex4eTkREBA4ODtSqVeu9y1u0aFHMzc3VljWv9PX1GThwIMOGDZN6G3x9fUlNTWXhwoUq6WfMmEHhwoVp3bp1vq81e/ZsNDQ0aNmyZZ7PKVu2LLdu3eLOnTuy/f/++y86OjqUKVMm3+XIpFAocHR0lO5fmzZt0NLSkk1Kz+pDT5h+8OABGzduJCoqStZ7cerUKR49esSOHTvUnuft7Y2Liwvjx4/P87Vyu/d5KYuGhgY+Pj4sW7YsXw2Xgi41NVXWI5aQkEBsbCw3btwgNTWVgIAAjh49yrVr19i9ezctWrTAzs4ODw8PWT579uwhISGB7t27f4ZaCIIgCMKXrcBGW5o7dy4//PAD33//PRMmTKBChQq8fv2anTt3Mn/+fOLi4tDT02PhwoX4+vrSs2dP+vXrh6GhIbt37yYgIIA2bdrg4+Mjy7dbt27UqlWLuLg4RowYofbaz549IykpSbZPW1ubokWLsnDhQmJjY2nVqhW2tra8ePGCpUuXcu7cuXeaQJtVr169mDhxItHR0bRp04YaNWowcOBAAgICePXqFS1btiQtLY1ly5Yxe/ZsZs2aleuY9SdPnpCUlERaWhoJCQksW7aMxYsXExwcrLKU/IMHD1TqbWxsjI6ODh4eHpQtW5Z27doxadIkzMzM+Pfffxk9ejQDBw6kUKG8rU4cGxvL2LFj6dSpE87OzmhpabFv3z7Cw8Ol34elpSWhoaH069ePlJQUOnfujLW1Nbdu3WLp0qXo6+u/U7jW//77T2UolpWVFX/++ScmJib4+PioDCdq3LgxYWFhssXGspoyZYrKw2mm/Nz7THkty+TJk4mJiZH+f1SpUgU9PT3OnDnDkSNHKFeuXB7vSsFx4sQJ6tatK/2cuTZLly5dmD9/PmfOnGHJkiU8fvwYCwsLGjVqxMSJE1UiYoWFhVGzZs1c51QJgiAIwreowDYevvvuOylu/dChQ0lMTKR48eJUrlyZ+fPnS+natGnD3r17CQoKolatWrx48QJ7e3tGjRrFoEGDVB7AfvzxR8qWLcvly5fp3Lmz2msvWrSIRYsWyfZ5eHjw999/8/3333Pw4EF69+7N7du30dfXx8XFhQ0bNlCnTp33qnOxYsXo3Lkz48aN46effkJDQ4NZs2ZRoUIF5s2bx+jRoylUqBCVKlViw4YNNGvWLNc8x4wZw5gxY6QY99WrV2f37t2yh7BMDRo0UNm3cuVKfH190dTUZMeOHYwcOZJ27dpJQ28GDhwoPcTlRenSpbG2tmb8+PHSAnOZPw8ePFhK16dPHxwcHJgxYwatWrXi+fPnWFtb07Rp03xdL6sZM2YwY8YM2b4///yT8PBwWrVqpXYeQuvWrenUqRP3799Xm2e9evWoV6+e2t6J/Nz7THkti6mpKcePH2fq1KlMnz6dhIQENDQ0sLe3p23btl9l/Gp3d/cc5wBt3749T/l8jWtgCIIgCMKHolB+qwHfBUHIVUpKCkZGRiQnJ3/V8x8EQRC+ZC9evCAhIQEbGxt0dHQ+d3GEL0ROn4uP+f1dIOc8CIIgCIIgCILw6RXYYUuCIHw6C0duo4i27ucuhky/kNyH5QmCIHzN9tV+v+HQ+VVn/758n+Pn58eSJUtU9l+6dCnb+X3Cl030PAiCUGDt37+fZs2aYWFhgUKhYMOGDdmm7d27NwqFglmzZkn7YmJiUCgUard//vnn41dAEAThG+Dp6UliYqJsezskubqw88KXSTQeBEEosJ4+fYqrqytz587NMd369es5evSoyuKANWvWVPlC6969OzY2NlSpUuVjFl0QBOGboa2tjZmZmWyrX78+/fr1Y9CgQZiamkqRCWfOnEn58uXR09PD0tKSPn36kJqaKuUVGRmJsbEx27dvx8nJCX19falxklV4eDguLi5oa2tjbm5Ov379pGOPHz+me/fuFC9eHENDQ+rVq8fp06c/zc34CojGgwBkdCu+vbbA2rVr0dHRkcKePn/+nLFjx+Lg4IC2tjampqZ4e3tz7tw52Xnjxo1DoVDQu3dv2f7Y2FgUCgXXrl3Lthzu7u6ySEDu7u4oFAqioqJk6WbNmoW1tbX0c2RkJAqFQiVk6uPHj1EoFMTExMj2b9myhTp16mBgYICuri5Vq1YlMjJSOh4SEkLRokV58eKFShmfPXuGoaEhc+bMkfatXLmSQoUK0bdvX5WyZ7e5u7sDYG1trfb4lClTsr1PAJcvX6Zr166ULl0abW1tbGxsaNeuHSdOnODOnTsULlxY5b5l6tatG5UqVcox/4LAy8uLSZMm0apVq2zT/Pfff/Tv35/ly5erLPqWGekqczMxMWHjxo107do1X6uYC4IgCPm3ZMkStLS0OHTokLSQroaGBnPmzOHcuXMsWbKEPXv2MHz4cNl5z549Y8aMGfz555/s37+fGzduMGzYMOn4/Pnz6du3Lz179uTs2bNs2rRJNkTK29ubu3fvsm3bNk6ePEmlSpWoX78+Dx8+/DQVL+BE40FQa/HixXTo0IH58+czdOhQXr58SYMGDQgPD2fSpEnEx8ezdetWXr9+TbVq1Th69KjsfB0dHcLCwrh06dJ7l0VHR4fRo0eTlpaWYzpNTU127drF3r17c0z322+/0aJFC3744QeOHTvGmTNn8PX1pXfv3tIfn06dOvH06VPWrVuncv7atWt59eoVHTt2lPaFhYUxfPhwVq5cKTU41q1bJ73NPn78OAC7du2S9mXNe8KECSpvwPv3759tHU6cOEHlypWJj49n4cKFnD9/nvXr1+Po6MjQoUMpWbIkTZo0ITw8XOXcp0+fsnr1arWrp39t0tPT6dSpEwEBAbi4uOSaftOmTTx48ICuXbt+gtIJgiB8G7Zs2YK+vr60eXt7A2Bvb8+0adMoW7YsZcuWBWDQoEHUrVsXa2tr6tWrx6RJk1i9erUsv7S0NBYsWECVKlWoVKkS/fr1Y/fu3dLxSZMmMXToUAYOHIiDgwNVq1aVXkwePHiQ48ePs2bNGqpUqYK9vT0zZszA2NiYtWvXfpobUsCJCdOCimnTpjF27FiioqKkN7qzZs3iyJEjnDp1CldXVyBjAbXo6GiqVatGt27d+N///ie9rS1btiwlSpRg1KhRKv/p86tdu3Zs2rSJRYsW0adPn2zT6enp4ePjwy+//MKxY8fUprl58yZDhw5l0KBBTJ48Wdo/dOhQtLS0GDBgAN7e3lSrVo1mzZoRHh5O+/btZXmEh4fTsmVLihUrBmSsZHz48GGio6PZu3cv69ato3379tJxQGpQmJiYYGZmplIuAwMDtfvVUSqV+Pn5YW9vz4EDB9DQ+L93ABUrVmTgwIFARu9Cy5YtuXHjhmyF7zVr1vD69Ws6dOigkvfLly95+fKl9HNKSkqeyvSlmjp1KpqamgwYMCBP6cPCwvDw8KB06dIfuWSCIAjfjrp168rW4NLT06Ndu3ZUrlxZJe2uXbsIDg7mwoULpKSk8Pr1a168eMGzZ8/Q1c0I3KGrq4utra10jrm5OXfv3gXg7t273L59m/r166sty+nTp0lNTcXExES2//nz51y5cuW96/otED0PgsyIESOYOHEiW7ZskQ0FWbFiBQ0bNpQaDpk0NDQYPHgw58+fVxkvOGXKFKKjozlx4sR7lcnQ0JBRo0YxYcIEnj59mmPacePGcfbs2WzfHqxdu5a0tDRZ92amXr16oa+vz8qVK4GMh+89e/Zw/fp1Kc3Vq1fZv3+/7K19REQETZo0wcjIiI4dOxIWFvYu1cyz2NhYzp07x9ChQ2UNh0zGxsZAxorTJUuWlA3HyizvTz/9JKXLKjg4GCMjI2nLbYXyL9nJkyeZPXu2NKQtN7du3WL79u3fRI+MIAjCp6Snp4ednZ20mZubS/uzunbtGk2bNqVChQpER0dz8uRJaU5b1gnVbw9BVSgU0iKhRYoUybEsqampmJubExsbK9suXrxIQEDAe9f1WyAaD4Jk27ZtTJs2jY0bN6q02OPj43FyclJ7Xub++Ph42f5KlSrh4+PDiBEj3rtsffr0QUdHh5kzZ+aYzsLCgoEDBzJq1Chev36tcjw+Ph4jIyPpD1dWWlpafPfdd1I9PDw8sLCwICIiQkoTGRmJpaWldH/S09OJjIyUhjD5+vpy8OBBEhIS8lW/ESNGyLp09fX1OXDggNq0mUPBHB0dc8yzUKFCdOnShcjISOmP6pUrVzhw4AD+/v5qzwkMDCQ5OVnabt68ma96fEkOHDjA3bt3KVOmDJqammhqanL9+nWGDh0qmy+TKSIiAhMTE5o3b/7pCysIgiBw8uRJ0tPTCQkJoXr16jg4OHD79u185WFgYIC1tbVsGFNWlSpVIikpCU1NTVmDxs7ODlNT0w9Rja+eaDwIkgoVKmBtbc3YsWNlkQ0yvcti5JMmTeLAgQPs2LHjvcqmra3NhAkTmDFjBvfv388x7YgRI7h3757a8f758fbDd3p6OkuWLKFr167SG/+dO3fy9OlTGjduDICpqSkNGzbM97UDAgJU3oJkF+0nP78Hf39/EhISpHkgERER0jhSdbS1tTE0NJRtBVWnTp04c+aM7J5aWFgQEBDA9u3bZWmVSiURERF07txZ5Y2WIAiC8GnY2dmRlpbGb7/9xtWrV/nzzz+lidT5MW7cOEJCQpgzZw6XLl3i33//5bfffgOgQYMG1KhRg5YtW7Jjxw6uXbvG4cOHGTVq1HuPlPhWiDkPgqRUqVKsXbuWunXr4unpybZt2zAwMADAwcGBuLg4tedl7ndwcFA5ZmtrS48ePfjll1/eezhPx44dmTFjBpMmTVL75jiTsbExgYGBjB8/nqZNm8qOOTg4kJyczO3bt1XCdr569YorV65Qt25daZ+/vz/BwcHs2bOH9PR0bt68KZtMGxYWxsOHD2XdpOnp6Zw5c4bx48erHVakjqmpaZ4Xy8m8zxcuXMDNzS3HtPb29tSqVYuIiAjc3d1ZunQpPXr0+GoiCaWmpnL58mXp54SEBGJjYylWrBhlypRRGdNauHBhzMzMpIl5mfbs2UNCQgLdu3f/JOUWBEH4EN5l0bYvmaurKzNnzmTq1KkEBgZSu3ZtgoOD6dy5c77y6dKlCy9evCA0NJRhw4ZhampKmzZtgIwhTlu3bmXUqFF07dqVe/fuYWZmRu3atSlZsuTHqNZXR/Q8CDJWVlbs27ePpKQkPD09efLkCZAxHGfXrl0q8xrS09MJDQ3F2dlZZT5EpjFjxhAfH59t2NC80tDQIDg4mPnz5+cY7hWgf//+aGhoMHv2bNn+1q1bU7hwYSn8bFYLFizg6dOntGvXTtpna2tLnTp1CA8PJyIiggYNGmBlZQXAgwcP2LhxI1FRUbK326dOneLRo0fv3duSnYoVK+Ls7ExISAjp6ekqxx8/fiz7uVu3bkRHRxMdHc1///2Hn5/fRynX53DixAnc3NykRtSQIUNwc3NjzJgx+conLCyMmjVr5joUTBAEQcifyMhItQt4xsTEyBbtzDR48GBu377Ns2fP+Pvvv+nUqRNKpVKap+fn56fyPdeyZUuVXvlevXpx4cIFXr16xe3bt2Xh1Q0MDJgzZw7//fcfr1694saNGyxbtqxAz/P7lETPg6DC0tKSmJgY6tati4eHB3///TeDBw9m48aNNGvWjJCQEKpVq8adO3eYPHkycXFx7Nq1K9u32SVLlmTIkCFMnz79vcvWpEkTqlWrxsKFC3N8Q6Cjo8P48eNl6y4AlClThmnTpjF06FB0dHTo1KkThQsXZuPGjYwcOZKhQ4dSrVo12TndunWjR48eALLJx3/++ScmJib4+Pio1L1x48aEhYWprDuRnSdPnpCUlCTbp6urq3bYkEKhkBoytWrVYtSoUTg6OpKamsrmzZvZsWMH+/b939sob29vBgwYQK9evWjUqNFX9cfR3d09X8O4smt0rlix4gOVSBAEQRC+ckpBUCqVXbp0UbZo0UK279atW0p7e3tl9erVlcnJycqnT58qR40apbSzs1MWLlxYWaxYMWXr1q2VZ8+elZ03duxYpaurq2xfcnKy0tTUVAkoExISsi1HnTp1lAMHDsz2Z6VSqTx8+LASUFpZWUn7IiIilEZGRrJ0r1+/Vjo7OysB5d69e2XHNm7cqKxVq5ZST09PqaOjo6xcubIyPDxcbZmePXumNDIyUhYrVkz54sULaX/58uWVffr0UXvOqlWrlFpaWsp79+4plUqlMiEhQQkoT506pZLWyspKCahsvXr1Upt3posXLyo7d+6stLCwUGppaSmtrKyU7dq1U/77778qaXv27KkElKtXr84xz7clJycrAWVycnK+zhMEQRA+nOfPnyvPnz+vfP78+ecuivAFyelz8TG/vxVK5TvMghUE4ZuQkpKCkZERycnJBXrytCAIQkH24sULEhISsLGxQUdH53MXR/hC5PS5+Jjf32LOgyAIgiAIgiAIeSLmPAiCkKuDnl7oaX45fy6+tggjgiAIglBQiJ4HQRAKrP3799OsWTMsLCxQKBRqI3pk6t27NwqFQm10D4CXL19SsWJFFAoFsbGxH6W8giAIglDQicaDIAgF1tOnT3F1dWXu3Lk5plu/fj1Hjx5VWdsjq+HDh+d4XBAEQRAE0XgQBLX8/Pxo2bJlvs55+PAhgwYNwsrKCi0tLSwsLPD39+fGjRsqeSsUChQKBYULF8bGxobhw4fz4sULWbrMNG9v6tbLcHR0RFtbWyXcK2SEMx00aFC+6lJQeHl5MWnSJFq1apVtmv/++4/+/fuzfPnybFeP3rZtGzt27GDGjBkfq6iCIAiC8FUQjQdB+AAePnxI9erV2bVrFwsWLODy5ctERUVx+fJlqlatytWrV2XpPT09SUxM5OrVq4SGhrJw4ULGjh2rkm9ERASJiYmy7e1GzcGDB3n+/Dlt2rRhyZIlH7OaBU56ejqdOnUiICAAFxcXtWnu3LlDjx49+PPPP9HV1f3EJRQEQRCEgkU0HgThAxg1ahS3b99m165deHl5UaZMGWrXrs327dspXLiwymJ12tramJmZYWlpScuWLWnQoAE7d+5UydfY2BgzMzPZ9nY4trCwMNq3b0+nTp0IDw9/r3q8fPmSlJQU2VaQTZ06FU1NTQYMGKD2uFKpxM/Pj969e1OlSpVPXDpBEAThfURGRkorTxekvLO6du1agZtr9+WETxGEAio9PZ2oqCg6dOiAmZmZ7FiRIkXo06cPo0eP5uHDhxQrVkzl/P/9738cPnwYKyurfF/7yZMnrFmzhmPHjuHo6EhycjIHDhygVq1a71SX4OBgxo8f/07nfmlOnjzJ7Nmz+ffff7Nd/fy3337jyZMnBAYGfuLSCYIgvL/fh27+pNfrF9Is3+f4+fmxZMkSgoOD+eWXX6T9GzZsoFWrVuR1uTFra2sGDRr01Q7DLUhEz4MgvKd79+7x+PFjnJyc1B53cnJCqVRy+fJlad+WLVvQ19dHR0eH8uXLc/fuXQICAlTObdeuHfr6+rIt6xyKqKgo7O3tcXFxoVChQvj6+hIWFvbOdQkMDCQ5OVnabt68+c55fW4HDhzg7t27lClTBk1NTTQ1Nbl+/TpDhw7F2toagD179nDkyBG0tbXR1NTEzs4OgCpVqtClS5fPWHpBEISvh46ODlOnTuXRo0efuyh5kpaW9rmL8EUTjQdB+EDys1h73bp1iY2N5dixY3Tp0oWuXbvSunVrlXShoaHExsbKtqwRgcLDw+nYsaP0c8eOHVmzZg1Pnjx5pzpoa2tjaGgo2wqqTp06cebMGZV7FxAQwPbt2wGYM2cOp0+flo5v3boVgFWrVhEUFPQ5iy8IgvDVaNCgAWZmZgQHB2eb5uDBg9SqVYsiRYpgaWnJgAEDePr0KZAR+OP69esMHjxYCh6S1fbt23FyckJfX1+aU5jV4sWLcXJyQkdHB0dHR+bNmycdyxw2tGrVKurUqYOOjg7Lly9XKd+VK1do0aIFJUuWRF9fn6pVq7Jr1y5ZGmtrayZPnoy/vz8GBgaUKVOGP/74Q5bm+PHjuLm5oaOjQ5UqVTh16pTs+KNHj+jQoQPFixenSJEi2NvbExERkcPd/fRE40EQ3lPx4sUxNjYmLi5O7fG4uDgUCoX0VhtAT08POzs7XF1dCQ8P59ixY2p7DMzMzLCzs5Ntmv9/sbbz589z9OhRhg8fLr1Zr169Os+ePVMbkelrlJqaKj34AyQkJBAbG8uNGzcwMTGhXLlysq1w4cKYmZlRtmxZAMqUKSM77uDgAICtrS2lS5f+XNUSBEH4qhQqVIjJkyfz22+/cevWLZXjV65cwdPTk9atW3PmzBlWrVrFwYMH6devHwDr1q2jdOnSTJgwQQoekunZs2fMmDGDP//8k/3793Pjxg2GDRsmHV++fDljxowhKCiIuLg4Jk+ezK+//qoSYOSXX35h4MCBxMXF4eHhoVLG1NRUGjduzO7duzl16hSenp40a9ZMJaJiSEiI1Cjo06cPP//8MxcvXpTyaNq0Kc7Ozpw8eZJx48bJygrw66+/cv78ebZt20ZcXBzz58/H1NQ0n3f84xKNB0F4TxoaGvj4+LBixQqVUKnPnz9n3rx5eHh4qJ3vkHn+yJEjGT16NM+fP8/zdcPCwqhdu7bszXlsbCxDhgx5r6FLBcmJEydwc3PDzc0NgCFDhuDm5saYMWM+c8kEQRCErFq1akXFihXVRhYMDg6mQ4cODBo0CHt7e2rWrMmcOXNYunQpL168oFixYhQqVAgDAwMpeEimtLQ0FixYQJUqVahUqRL9+vVj9+7d0vGxY8cSEhLCTz/9hI2NDT/99BODBw9m4cKFsjIMGjRISmNubq5SRldXV3r16kW5cuWwt7dn4sSJ2NrasmnTJlm6xo0b06dPH+zs7BgxYgSmpqbs3bsXgBUrVpCenk5YWBguLi40bdpUZcjyjRs3cHNzo0qVKlhbW9OgQQOaNcv/XJOPSUyYFoRsJCcnq0Q/MDExwdLSUiXt5MmT2b17Nw0bNmTatGmUK1eOhIQERo8eTVpaWq6LmHl7exMQEMDcuXNlbyEeP36s0iAxMDBAS0uLP//8kwkTJlCuXDnZ8e7duzNz5kzOnTsnhSe9d++eSl3Mzc0pWbJkbrfhi+bu7p6v4WLXrl3L8bi1tXW+8hMEQRDyburUqdSrV0/lbfvp06c5c+aMbLiQUqkkPT2dhISEbOcUAujq6mJrayv9bG5uzt27d4GMhUSvXLlCt27d6NGjh5Tm9evXGBkZyfLJLeJeamoq48aN46+//iIxMZHXr1/z/PlzlZ6HChUqSP9WKBSYmZlJ5YmLi6NChQqyqIk1atSQnf/zzz/TunVr/v33Xxo1akTLli2pWbNmjmX71ETjQRCyERMTI73RztStWzcWL16sktbExISjR48yYcIEevXqRVJSEsWKFcPLy4tly5ZRpkyZHK+lqalJv379mDZtGj///DN6enoAdO3aVSVtcHAw9vb2PHjwQO3iaE5OTjg5OREWFsbMmTOBjLcdK1askKWbOHEio0ePzvkm/H8//r2tQM9/EARBED6/2rVr4+HhQWBgIH5+ftL+1NRUevXqpTasdm7fn28v/qlQKKSXQKmpqQAsWrSIatWqydIVKlRI9nPm9252hg0bxs6dO5kxYwZ2dnYUKVKENm3a8OrVq1zLk56enmPeWXl5eXH9+nW2bt3Kzp07qV+/Pn379v2iFjEVjQdBUCMyMpLIyMh8nWNqasqcOXOYM2dOrnmr88svv8jC2OX2BvzNmzfZHjt//rz075iYmBzzEQRBEIRPZcqUKVSsWFGaewZQqVIlzp8/L5sb+DYtLa0cv/fUKVmyJBYWFly9epUOHTq8c5kBDh06hJ+fn/TSLjU1Ndfe7Lc5OTnx559/8uLFC6n34ejRoyrpihcvTpcuXejSpQu1atUiICDgi2o8iDkPgiAIgiAIwidRvnx5OnToIHvRNmLECA4fPky/fv2IjY3l0qVLbNy4UZowDRnDSvfv389///3H/fv383y98ePHExwczJw5c4iPj+fs2bNERERIPfN5ZW9vz7p164iNjeX06dO0b98+Xz0KAO3bt0ehUNCjRw/Onz/P1q1bVRoFY8aMYePGjVy+fJlz586xZcuWHIdtfQ6i50EQhFwtHLmNItq6n7sYwLstUiQIgvA1Kqh/DydMmMCqVauknytUqMC+ffsYNWoUtWrVQqlUYmtrS9u2bWXn9OrVC1tbW16+fJnn+Wndu3dHV1eX6dOnExAQgJ6eHuXLl8/3YnMzZ87E39+fmjVrYmpqyogRI0hJSclXHvr6+mzevJneEpeuNAAATddJREFUvXvj5uaGs7MzU6dOlYVq19LSIjAwkGvXrlGkSBFq1ar1xUVQVCjF7EBBELKRkpKCkZER0/pGfXGNh/379zN9+nROnjxJYmIi69evp2XLlmrP6d27NwsXLiQ0NFT2hREUFMRff/1FbGwsWlpaPH78+ONXQBAEIZ9evHhBQkICNjY2ssm2wrctp89F5vd3cnLyB5+zKIYtfUH8/PxUHn7Wrl2Ljo4OISEhQEboz7Fjx+Lg4IC2tjampqZ4e3tz7tw52Xnjxo1DoVDQu3dv2f7Y2FgUCkWO4/Tc3d2lRVh0dHRwdnaWLagSGRmJsbGx2nMVCgUbNmzI889ZxcTEoFAopAe4zJ8zt5IlS9K6dWuuXr0qnXP69GmaN29OiRIl0NHRwdramrZt20qRDXKrX9Yt673KSznVbVkjI6WkpDBq1CgcHR3R0dHBzMyMBg0asG7dOhISErLNI3PLbm6EtbU1CoVCZZzkoEGDcHd3B6B///7ZdnPeuHGDQoUKqYSXK2iePn2Kq6trrpGs1q9fz9GjR2WL62V69eoV3t7e/Pzzzx+rmIIgCILwVRGNhy/Y4sWL6dChA/Pnz2fo0KG8fPmSBg0aEB4ezqRJk4iPj2fr1q28fv2aatWqqTxM6ujoEBYWxqVLl/J97R49epCYmMj58+fx8fGhb9++rFy58kNVLV8uXrzI7du3WbNmDefOnaNZs2a8efOGe/fuUb9+fYoVK8b27duJi4sjIiICCwsLaVXK7GTWL+s2bdq0fJfr7TxKlCgBZIRYrVmzJkuXLiUwMJB///2X/fv307ZtW4YPH46hoaHsvKFDh+Li4iLbl7W79m06OjqMGDEi2+PdunXjwoULHD58WOVYZGQkJUqUoHHjxvmq75fGy8uLSZMmqY04lem///6jf//+LF++XCUCBmSMhR08eDDly5f/mEUVBEEQhK+GmPPwhZo2bRpjx44lKipKejiaNWsWR44c4dSpU7i6ugJgZWVFdHQ01apVo1u3bvzvf/+Tlm0vW7YsJUqUYNSoUaxevTpf19fV1ZUWYRk3bhwrVqxg06ZNtGvX7gPWMm9KlCiBsbEx5ubmjBkzhg4dOnD58mXi4uJITk5m8eLF0qrLNjY21K1bN9c8s9bvfculzsiRI7l27Rrx8fGyN94ODg60a9cOHR0dqcyQMQ5SU1Mzz2Xq2bMnCxYsYOvWrWobARUrVqRSpUqEh4fL4kMrlUoiIyPp0qWL7Ppfo/T0dDp16kRAQIC03oUgCIIgCO9H9Dx8gUaMGMHEiRPZsmWL7K3qihUraNiwodRwyKShocHgwYM5f/48p0+flh2bMmUK0dHRnDhx4r3KVKRIEZVYxp9DkSJFgIzhJmZmZrx+/Zr169d/UQt7paenExUVRYcOHdQOlclsKLwPGxsbevfuTWBgYLbRHrp168bq1atlvTAxMTEkJCTg7++v9pyXL1+SkpIi2wqqqVOnoqmpqTZuuCAIgiAI70Y0Hr4w27ZtY9q0aWzcuJH69evLjsXHx2c7jj1zf3x8vGx/pUqV8PHxyXGIS07evHnDsmXLOHPmDPXq1ZP2Jycno6+vr7J9TImJicyYMYNSpUpRtmxZqlevzsiRI2nfvj2mpqZ4eXkxffp07ty5k2te8+bNUyl71pUt86J06dKy8zPfbt+/f59Hjx7h6Oj4TvXMq9GjR5OQkJBtudu3b09aWhpr1qyR9kVERPDjjz/i4OCg9pzg4GCMjIykTd1q2gXByZMnmT17NpGRkVJPnCAIgiAI7080Hr4wFSpUwNramrFjx0orI2b1Lm/YJ02axIEDB9ixY0eez8l8uC5SpAg9evRg8ODBskmlBgYGxMbGqmwfQ+nSpdHT05PmMkRHR6OlpQVkRMtJSkpiwYIFuLi4sGDBAhwdHTl79myOeXbo0EGl7M2bN89XuQ4cOCA7f+vWrcC7/Y7eRfHixRk2bBhjxoxR2ytkbGzMTz/9RHh4OJAxgTs6Oppu3bplm2dgYCDJycnSdvPmzY9W/o/pwIED3L17lzJlyqCpqYmmpibXr19n6NChWFtbf+7iCYIgCEKB9XUPei6ASpUqxdq1a6lbty6enp5s27YNAwMDIGO8fFxcnNrzMvere6Nsa2tLjx49+OWXXwgLC8tTOTp06MCoUaMoUqQI5ubmaGjI25kaGho5rgT5IR04cABDQ0NKlCgh3YusTExM8Pb2xtvbm8mTJ+Pm5saMGTNYsmRJtnkaGRm9d/ltbGzUznkoXrw4xsbGXLhw4b3yz4shQ4Ywb948WTSsrLp160b9+vW5fPkye/fupVChQnh7e2ebn7a2Ntra2h+ruJ9Mp06daNCggWyfh4cHnTp1omvXrp+pVIIgCIJQ8Imehy+QlZUV+/btIykpCU9PT548eQKAr68vu3btUpnXkJ6eTmhoKM7OzirzITKNGTOG+Pj4PC80kvlwXapUKZWGw6dmY2ODra2t2obD27S0tLC1tc012tLHpKGhga+vL8uXL+f27dsqx1NTU3n9+vUHuZa+vj6//vorQUFB0uckq7p162JjY0NERAQRERH4+vqip6f3Qa79uaWmpsp6vBISEoiNjeXGjRuYmJhQrlw52Va4cGHMzMwoW7aslMeNGzekc968eSPlp67XTxAEQRAE0fPwxbK0tCQmJoa6devi4eHB33//zeDBg9m4cSPNmjUjJCSEatWqcefOHSZPnkxcXBy7du3Kdnx3yZIlGTJkCNOnT//ENVGV+ZCXlb29fb7z2bJlC1FRUfj6+uLg4IBSqWTz5s1s3bqViIiIHM999uyZbE0GyHjrXrRo0TyX8+7du7x48UJ23MTEhMKFCxMUFERMTAzVqlUjKCiIKlWqULhwYQ4cOEBwcDD//PNPtpGa8qtnz56EhoayYsUKqlWrJjumUCjw9/dn5syZPHr0iNDQ0A9yzS/BiRMnZJG1hgwZAkCXLl2yXSPjbWPGjJH1ULm5uQGwd+9eac0MQRAEQRD+j2g8fMFKly4ta0Bs376dPXv2MHnyZEaOHMn169cxMDCgbt26HD16lHLlyuWY37Bhw5g/f77KA++nlvmQl9WBAwfynY+zszO6uroMHTqUmzdvoq2tjb29PYsXL6ZTp045nrto0SIWLVok25fZSMtrObO+wc505MgRqlevTrFixTh69ChTpkxh0qRJXL9+naJFi1K+fHmmT5+OkZFRfqubrcKFCzNx4kTat2+v9rifnx9jx47FxcVFpXFRkLm7u+drfom6hREjIyPz3NAQBEEQhKysra0ZNGgQgwYN+txF+aQUyi8pxqUgCF+Uj7m8vSAIgpA3L168ICEhARsbG3R0dKT9QR3bfNJyjFq2Nt/n+Pn5ST28mpqaFCtWjAoVKtCuXTv8/Pw++9Do9/G5Gw/ZfS7g435/F9zfmCAIgiAIgvDF8/T0JDExkWvXrrFt2zbq1q3LwIEDadq06QebA/gpfQnrXn1OovEgCIIgCIIgfDTa2tqYmZlRqlQpKlWqxMiRI9m4cSPbtm2Tho4+fvyY7t27U7x4cQwNDalXr54sQMy4ceOoWLEif/75J9bW1hgZGeHr6ysLFuLu7k7//v0ZNGgQRYsWpWTJkixatIinT5/StWtXDAwMsLOzY9u2bdI5b968oVu3btjY2FCkSBHKli3L7NmzZeX38/OjZcuWBAUFYWFhoXbYMsDixYsxNjZm9+7dH/DufXnEnAdBEHJ1c0p1DHQKfe5iUGZMzut3CIIgCAVDvXr1cHV1Zd26dXTv3h1vb2+KFCnCtm3bMDIyYuHChdSvX5/4+HiKFSsGwJUrV9iwYQNbtmzh0aNH+Pj4MGXKFIKCgqR8lyxZwvDhwzl+/DirVq3i559/Zv369bRq1YqRI0cSGhpKp06duHHjBrq6uqSnp1O6dGnWrFmDiYkJhw8fpmfPnpibm+Pj4yPlu3v3bgwNDdm5c6fa+kybNo1p06axY8cOvv/++4978z4z0fMgCEKBsn//fpo1a4aFhQUKhYINGzbIjo8bNw5HR0f09PQoWrQoDRo04NixY7I01tbWKBQK2TZlypRPWAtBEATB0dGRa9eucfDgQY4fP86aNWuoUqUK9vb2zJgxA2NjY9au/b95Funp6URGRlKuXDlq1apFp06dVN7yu7q6Mnr0aOzt7QkMDERHRwdTU1N69OiBvb09Y8aM4cGDB5w5cwbICDoyfvx4qlSpgo2NDR06dKBr166sXr1alq+enh6LFy/GxcUFFxcX2bERI0Ywa9Ys9u3b99U3HEA0HoTP7ObNm/j7+2NhYYGWlhZWVlYMHDiQBw8eyNIlJCTQvn17LCws0NHRoXTp0rRo0UK2EFvWB0FDQ0OqVq3Kxo0b1V43ODiYQoUKqQ1dGxkZiUKhwMnJSeXYmjVrUCgUeVqleO/evTRt2pTixYujo6ODra0tbdu2Zf/+/VKamJgYFAoFRYsWVYmC9c8//0j1eTt95lakSBFcXFz4448/ZOdmdrG+LfP8x48f51r+L9XTp09xdXVl7ty5ao87ODjw+++/c/bsWQ4ePIi1tTWNGjXi3r17snQTJkwgMTFR2vr37/8pii8IgiD8f0qlEoVCwenTp0lNTcXExAR9fX1pS0hI4MqVK1J6a2tr2ZpP5ubm3L17V5ZnhQoVpH8XKlQIExMTypcvL+0rWbIkgOy8uXPnUrlyZYoXL46+vj5//PEHN27ckOVbvnx5tLS0VOoQEhLCokWLOHjwoEqj4mslGg/CZ3P16lWqVKnCpUuXWLlyJZcvX2bBggXs3r2bGjVq8PDhQwDS0tJo2LAhycnJrFu3josXL7Jq1SrKly+v8hAcERFBYmIiJ06c4IcffqBNmzacPas61CU8PJzhw4cTHh6utmx6enrcvXuXI0eOyPaHhYVRpkyZXOs2b9486tevj4mJCatWreLixYusX7+emjVrMnjwYJX0BgYGrF+/Ps/XunjxIomJiZw/f55evXrx888/f/VjLDN5eXkxadIkWrVqpfZ4+/btadCgAd999x0uLi7MnDmTlJQU6S1TJgMDA8zMzKTta1k8TxAEoaCIi4vDxsaG1NRUzM3NpYU6M7eLFy8SEBAgpS9cuLDsfIVCQXp6umyfujRZ92W+kMs8Lyoq6v+1d+dxNWf/H8Bft31faSOVNluSPcY2ItliUjQhNL4ZS5bQ2FqMkjWMZczMbTFjLNmGrKHUoExyGVtokKUwqLRoPb8/PO7n18e91WUi5f18PD6Ph/s553M+533PR/ee+zmfczB37lz4+PjgxIkTEIlEmDhxosRD0dV9RvTq1QsVFRUSdyoaM+o8kHozbdo0KCkp4cSJE+jTpw9atGgBFxcXnDx5Eo8ePcKiRYsAANeuXUNmZiY2b96M7t27w8zMDD179sSyZcvQvXt3Xpk6OjowMjKCjY0Nvv/+e5SXlyMhIYGX58yZMyguLsbSpUuRn5+Pc+fOSdRNQUEBX3/9Na9z8fDhQyQmJla7noJYVlYWN3VbTEwMvvzyS5iZmaF9+/aYOXMm0tLSJI7x9vbmnau4uBg7d+6Et7e31HMYGBjAyMgIFhYW8PPzg4WFBdLT02us1+eotLQUP/30E7S1tSVWXw8PD4e+vj4cHBywatWqBjnjByGENFSnT5/G33//DTc3N3Ts2BE5OTlQUFCAlZUVb2vSpMkHrcfZs2fRo0cPTJ06FQ4ODrCysuLd7ahN165dcfToUYSFhWH16tUfsKafDuo8kHrx4sULHD9+HFOnToWqqiovzcjICF5eXti1axcYY2jatCnk5OSwZ88eVFRUyFR+eXk5hEIhAEjcZhQKhfD09ISioiI8PT25fG+bNGkSdu/ejaKiIgBvhjMNGjSIu+VZnb1796KsrAzz58+Xmi5tFfBx48YhOTmZu026d+9emJubo2PHjjWeizGGY8eOISsrq04WgCspKUF+fj5va4ji4uKgoaEBFRUVREREID4+nvcB5Ofnh507dyIhIQG+vr4ICwurtr0IIYT8NyUlJcjJycGjR4+Qnp6OsLAwuLq6YujQoRg/fjycnJzg6OiIESNG4MSJE7h37x7OnTuHRYsWSf3BrS5ZW1sjLS0Nx48fx61bt7BkyRL89ddf71RGjx49cOTIEYSEhGDdunUfpqKfEJptidSL27dvgzEm9bkCAGjdujVevnyJZ8+eoVmzZtiwYQPmz5/PPdTUr18/eHl5oWXLlrzjPD09IS8vj+LiYlRWVsLc3Jw3W0J+fj727NnDDUcaO3YsevXqhfXr10NDQ4NXloODA1q2bIk9e/Zg3LhxiI6Oxtq1a/HPP//UGNutW7egpaUFIyMjbt/evXt5dxHOnz/PG4NpYGAAFxcXREdHIzAwEJGRkZg0aVK152jevDmAN3+QKysrsXTpUvTu3ZuXR/wFuqraOl/Lly9HSEhIjXkagn79+kEkEuHff//Fzz//DA8PD6SmpsLAwAAAf/Xw9u3bQ0lJCb6+vli+fDmUlZXrq9qEEPJO3mfRtvpw7NgxGBsbQ0FBAbq6urC3t8eGDRvg7e3NLRJ35MgRLFq0CBMnTsSzZ89gZGSE3r171/qD3X/l6+uLS5cuYfTo0RAIBPD09MTUqVN507nK4osvvsDhw4cxePBgyMvLN+rn6KjzQOqVrAucT5s2DePHj0diYiJSUlIQGxuLsLAwHDx4EAMGDODyRUREwMnJCf/88w9mz56NDRs2cFO8AcCOHTtgaWnJDWHp0KEDzMzMsGvXLvj4+Eicd9KkSYiKikKLFi1QWFiIwYMHY+PGjbXW9+27C87OzhCJRHj06BH69u0r9Uv8pEmTMHPmTIwdOxbnz59HbGwskpOTpZafnJwMTU1NlJSU4MKFC5g+fTr09PTw7bffcnn69euHLVu28I5LTU3F2LFjq633ggULeF+s8/PzYWpqWmu8nxp1dXXulnf37t1hbW0NoVCIBQsWSM3frVs3lJeX4969e9XO300IIeTdRUdHc2s51ERTUxMbNmzAhg0bpKYHBwcjODiYt+/t1Z0TExMljrt3757EvqrfPZSVlREVFYWoqChenuXLl/NikObtsnv37o2CggKpeRsTGrZE6oWVlRUEAgFu3LghNf3GjRvQ1dVF06ZNuX2ampoYNmwYQkNDcfnyZfTq1QvLli3jHWdkZAQrKysMHDgQUVFRGD16NG9GBaFQiGvXrkFBQYHbrl+/Xu2D015eXkhJSUFwcDDGjRsHBYXa+9vW1tbIy8tDTk4Ot09DQwNWVlYwMzOr9jgXFxcUFxfDx8cHw4YNg76+frV5LSwsYGVlhbZt22LixIkYN24cb55rgP8FWrw1a9asxrorKytDS0uLtzUGlZWVKCkpqTZdJBJBTk6OuzNBCCGEEOmo80Dqhb6+PgYMGIDNmzejuLiYl5aTk4Pt27dztxClEQgEaNWqFQoLC6s9R9euXdGpUyfuS/Xff/+NtLQ0JCYm8mZzSExMxPnz53nTvorp6elh+PDhOHPmTI3DiKoaNWoUFBUVsWLFCpnyiykoKHB3V2Q9l5h4qNbnoKCggGs74M00viKRCFlZWSgsLMTChQuRkpKC+/fv4+LFi5g0aRIePXoEd3d3AG+GjK1btw6XL1/GP//8g+3bt2P27NkYO3YsdHV16zEyQggh5NNHnQdSbzZu3IiSkhI4OzsjKSkJDx48wLFjxzBgwAA0a9aM+9IvEong6uqKPXv24Pr167hz5w6EQiEiIyPh6upa4zlmzZqFrVu34tGjRxAKhejatSt69+6Ndu3acVvv3r3RpUuXah+cjo6Oxr///otWrVrJFFeLFi2wZs0arF+/Ht7e3khISMC9e/eQnp7O3Y6Vl5e+WvP333+PZ8+ewdnZucZzPH36FDk5Obh//z5iY2Px66+/1vpeNBZpaWlwcHCAg4MDgDfPLzg4OCAwMBDy8vK4efMm3NzcYGNjg2HDhuH58+dITk7m5t9WVlbGzp070adPH7Rt2xahoaGYPXu2xFoZhBBCCJFEzzyQeiOe4SAoKAgeHh548eIFjIyMMGLECAQFBXHPKjRv3hzm5uYICQnBvXv3uEXaQkJCpK6ZUNWgQYNgYWGB0NBQ7N69GwEBAVLzubm5Yc2aNQgLC5NIU1VVlZgRqjYzZsxA69atsXbtWowaNQr5+fnQ19eHo6Mjjh07xntYuiolJSWZpqUTj8tXUFCAqakpfH19JcaCNlZ9+/at8VmZffv21Xh8x44dkZKSUtfVIoQQQj4LAibrE6uEkM9Ofn4+tLW1kZeX12iefyCEkIbm9evXuHv3LiwsLKCiolLf1SGfiJquiw/5+U3DlgghhBBCCCEyoc4DIYQQQgghRCb0zAMhpFYZq85AQ0X9o5+39aIvAQBJSUlYtWoVLl68iOzsbOzfvx8jRowAAJSVlWHx4sU4cuQI/vnnH2hra8PJyQnh4eEwMTHhygoNDcXhw4chEomgpKSE3Nzcjx4PIYQQ0tDRnQdCyCevsLAQ9vb22LRpk0RaUVER0tPTsWTJEqSnp2Pfvn3IyMjA8OHDeflKS0vh7u7OW0iPEEIIIe+GOg/vYcKECRAIBBAIBFBUVISFhQXmz5+P169f8/IJBAIcOHCAty8hIQGDBw+Gvr4+1NTU0KZNG/j7++PRo0dcnoqKCkRERMDOzg4qKirQ1dWFi4sLzp49K3MdfX19IS8vj9jYWIm04OBgdOjQgbdv7969kJeX59WjKmtra97Kw+fPn4e8vDyGDBkikVc8I5J409PTQ58+fSRWS367HsHBwRAIBJgyZQovn0gkgkAgkFjJMSYmBl26dIGamho0NTXRp08fxMXFSa2/LB4+fAglJSW0a9dOarq09hRLTEzkxayqqoq2bdtKTP9Z9dqpug0aNIjLY25uzu1XU1ODnZ0dfvnllxqPF2/m5uZcOdeuXYOHhweaNm0KZWVl2NjYIDAwEEVFRe/9HtUXFxcXLFu2DCNHjpRI09bWRnx8PDw8PGBra4vu3btj48aNuHjxIrKysrh84tm5qpvpihBCSMMk7XsN+XBo2NJ7GjRoEKKiolBWVoaLFy/C29sbAoGgxoXBtm7diqlTp8Lb2xt79+6Fubk5srKysG3bNqxZswZr164FYwxjxozByZMnsWrVKvTv3x/5+fnYtGkT+vbti9jYWG64RnWKioqwc+dOzJ8/H5GRkdziWDUZPnw49PX1ERMTg4ULF/LSkpKScOfOHfj4+HD7hEIhZsyYAaFQiMePH/OGh4idPHkSbdu2xb///ovQ0FAMHToUt27dgqGhYbX1UFFRgVAohL+/P6ytravNN3fuXGzcuBHLli3DiBEjUFZWht9++w2urq5Yv349pk+fXmvMb4uOjoaHhweSkpKQmpqKbt26vXMZGRkZ0NLSQnFxMQ4dOoRvv/0WlpaW6N+/P5dHfO1UpayszHu9dOlSTJ48GUVFRYiNjcXkyZPRrFkzrF+/HuHh4Vw+Y2NjREVFcZ0P8foRKSkpcHJygpOTEw4fPgxDQ0NcuHAB/v7+OHXqFBISEqCkpPTO8TUUeXl5EAgE0NHRqe+qEELIB3Mj9PRHPZ94KOm7ePbsGQIDA3H48GE8efIEurq6sLe3R2BgIHr27Fkn9Zo7dy5mzJhRJ2WR2lHn4T0pKyvDyMgIAGBqagonJyfEx8dX23l4+PAh/Pz84Ofnh4iICG6/ubk5evfuzY2/3r17N/bs2YODBw9i2LBhXL6ffvoJz58/xzfffIMBAwZAXb368eexsbFo06YNvvvuO5iYmODBgwcwNTWtMR5FRUWMGzcO0dHREp2HyMhIdOvWjVtkq6CgALt27UJaWhpycnKkHgO8WUXayMgIRkZGWLhwIXbu3InU1FSJ4SRV2drawsDAAIsWLcLu3bul5klJScGaNWuwYcMG3h+L0NBQvH79GnPmzIGrq2utMVfFGENUVBQ2b96M5s2bQygUvlfnwcDAgPvC6ufnhw0bNiA9PZ3Xeah67VRHU1OTyxMQEICVK1ciPj4eLi4u0NbW5uXV0dHhlccYg4+PD1q3bo19+/ZBTu7NDUYzMzPY2NjAwcEBERER1a550dC9fv0aAQEB8PT0pOllCSGknrm5uaG0tBQxMTFo2bIlnjx5glOnTuH58+d1dg4NDQ1oaGjUWXmkZjRsqQ5cvXoV586dq/GX3NjYWJSWlmL+/PlS08VfOH///XduZdy3+fv74/nz54iPj6+xPkKhEGPHjoW2tjZcXFwQHR0tUxw+Pj64ffs2kpKSuH0FBQXYs2cP767D7t270apVK9ja2mLs2LGIjIyscdGu4uJibNu2DQBk+rU7PDwce/fuRVpamtT0HTt2QENDA76+vhJp/v7+KCsrw969e2s9T1UJCQkoKiqCk5MTxo4di507d6KwsPCdyqiKMYZjx44hKyvrvTohYpWVldi7dy9evnwp850CkUiE69evY86cOVzHQcze3h5OTk7YsWOH1GNLSkqQn5/P2xqSsrIyeHh4gDGGLVu21Hd1CCHks5abm4vk5GSsWLEC/fr1g5mZGbp27YoFCxZwPyQKBAJs2bIFLi4uUFVVRcuWLbFnzx5eOQEBAbCxsYGamhpatmyJJUuWoKysjEt/e9jShAkTMGLECKxevRrGxsbQ19fHtGnTeMeQ90edh/cUFxcHDQ0NqKiowM7ODk+fPsW8efOqzX/79m1oaWnB2Ni4xnJv3bqF1q1bS00T779161aN50lJScHo0aMBAGPHjkVUVFSNX+7F2rRpg+7duyMyMpLbt3v3bm4olZi4cwK8GYKTl5eHM2fOSJTXo0cPaGhoQF1dHatXr0anTp14v8BXp2PHjvDw8Kj2l/Fbt27B0tJS6pdpExMTaGlp1fgeSSMUCjFmzBjIy8ujXbt2aNmypdTnRWrTvHlzaGhoQElJCUOGDEFQUBB69+7NyyO+dqpub69sHRAQAA0NDSgrK2PUqFHQ1dXFN998I1MdxLHXdB1V9/4sX74c2tra3PYud2/qm7jjcP/+fcTHx9NdB0IIqWfiz7gDBw6gpKSk2nxLliyBm5sbLl++DC8vL4wZMwY3btzg0jU1NREdHY3r169j/fr1+Pnnn3mjOKRJSEhAZmYmEhISEBMTg+joaJl/TCU1o87De+rXrx9EIhFSU1Ph7e2NiRMnws3Nrdr8jDEIBAKZyv4vi35HRkbC2dkZTZo0AQAMHjwYeXl5OH1atnGRkyZNwp49e/Dq1SuuPHd3d2hqagJ4M6b/woUL8PT0BAAoKChg9OjREAqFEmXt2rULly5dwt69e2FlZYXo6GgoKirKVI9ly5YhOTkZJ06ckJpelwuj5+bmYt++fVyHCHjT6ZIWU22Sk5MhEokgEonwyy+/ICwsTOIXcPG1U3V7+yHxefPmQSQS4fTp0+jWrRsiIiJgZWX1TnV5n/dowYIFyMvL47YHDx68cxn1QdxxuH37Nk6ePAl9ff36rhIhhHz2FBQUEB0djZiYGOjo6KBnz55YuHAhrly5wsvn7u6Ob775BjY2Nvj+++/RuXNn/PDDD1z64sWL0aNHD5ibm2PYsGGYO3dutUObxXR1dbFx40a0atUKQ4cOxZAhQ3Dq1KkPEufnhp55eE/q6urcl7nIyEjY29tDKBTyhvdUZWNjg7y8PGRnZ9d498HGxobX265KvN/GxkZqekVFBWJiYpCTkwMFBQXe/sjISJl+9R8zZgxmz56N3bt3o3fv3jh79iyWL1/OpQuFQpSXl/MekGaMQVlZGRs3buSNxzc1NYW1tTWsra1RXl6OkSNH4urVqxIPB0tjaWmJyZMn47vvvpP4Em9jY4M///wTpaWlEncfHj9+jPz8/GrfI2l+//13vH79mje8iDGGyspK3Lp1653KsrCw4IagtW3bFqmpqQgNDeVND1r12qlOkyZNYGVlBSsrK8TGxsLOzg6dO3dGmzZtaq2DuL43btyAg4ODRPqNGzeqjUlZWVmm9vnYCgoKcOfOHe713bt3IRKJoKenB2NjY4waNQrp6emIi4tDRUUFcnJyAAB6enrcNZKVlYUXL14gKysLFRUVEIlEAAArKysaK0sIIR+Im5sbhgwZguTkZKSkpODo0aNYuXIlfvnlF0yYMAEA4OjoyDvG0dGR+xsNvPkxcsOGDcjMzERBQQHKy8trvbvctm1bbhIR4M0EI3///XedxfU5ozsPdUBOTg4LFy7E4sWLUVxcLDXPqFGjoKSkhJUrV0pNFz8wPWbMGNy+fRuHDh2SyLNmzRro6+tjwIABUss4cuQIXr16hUuXLvF+1d6xYwf27dsn06JYmpqacHd3R2RkJKKiomBjY4NevXoBAMrLy7mZoaqWf/nyZZiYmFQ7jl4cv4KCAjZv3lxrHcQCAwNx69Yt7Ny5k7d/zJgxKCgowNatWyWOWb16NRQVFWu8C/Q28exOb8fUq1cv3hCu9yEvL1/tNSErU1NTjB49GgsWLJApf4cOHdCqVStERESgsrKSl3b58mWcPHmSu3PUUKSlpcHBwYHrDM2ZMwcODg4IDAzEo0ePcPDgQTx8+BAdOnSAsbExt507d44rIzAwEA4ODggKCkJBQQFXXnXP1hBCCKkbKioqGDBgAJYsWYJz585hwoQJCAoKkunY8+fPw8vLC4MHD0ZcXBwuXbqERYsWobS0tMbj3h7pIBAIJD4TyfuhOw91xN3dHfPmzcOmTZswd+5ciXRTU1NERERg+vTpyM/Px/jx42Fubo6HDx9i27Zt0NDQwJo1azBmzBjExsbC29tbYqrWgwcPIjY2ttqZloRCIYYMGQJ7e3ve/jZt2mD27NnYvn07pk2bBuDNQ8xVe/XAm46DpaUlfHx80KtXL9y4cYP33EFcXBxevnwJHx8fiRl/3NzcIBQKJYbfiAkEAvj5+SE4OBi+vr5QU1Or9T01NDTEnDlzsGrVKt5+R0dHzJw5E/PmzUNpaSlvqtb169dj3bp1Mo/VF4lESE9Px/bt29GqVStemqenJ5YuXYply5Zxd3LEv3hXVXVK2adPn+L169coKSnBhQsX8Ouvv2LUqFG8/CUlJdwv42IKCgrcUDNpZs6ciXbt2iEtLQ2dO3euMSaBQAChUIgBAwbAzc0NCxYsgJGREVJTU+Hv7w9HR0fMmjWrxjI+NX379q1xGJYsQ7RovCshhHwa2rRpw1s3KSUlBePHj+e9Fv9YdO7cOZiZmWHRokVc+v379z9aXYkk6jzUEQUFBUyfPh0rV67Et99+K/UL/tSpU2FjY4PVq1dj5MiRKC4uhrm5OYYOHcotwCYQCLB7926sW7cOERERmDp1KlRUVODo6IjExMRq50R+8uQJDh8+jN9//10iTU5ODiNHjoRQKOQ6D7du3ZIY0tK/f3+cPHkSX3zxBWxtbXHnzh3ef2ahUAgnJyeJjgPwpvOwcuVKXLlypdpbid7e3li0aBE2btxY7axTb5s7dy62bNkisQDfunXr0L59e2zevBmLFy+GvLw8OnbsiAMHDkjMVCUQCBAVFcXdHq1KKBSiTZs2Eh0HABg5ciSmT5+OI0eOcLNCVF0oT6zq4ne2trYA3lwPpqam8PX1RXBwMC//sWPHJIau2dra4ubNm9W+D23atMHAgQMRGBiII0eOVJtPrEePHkhJSUFISAhcXFzw6tUrtGjRAt7e3liwYME7D02yndeHHkAmhBDyTp4/fw53d3dMmjQJ7du3h6amJtLS0rBy5Uq4urpy+WJjY9G5c2d88cUX2L59Oy5cuMANWba2tkZWVhZ27tyJLl264PDhw9i/f399hUQACFhdPnlKyCfm7t27sLGxwfXr12tcdI5Il5+fD21tbeTl5VHngRBC6snr169x9+5dWFhYQEVFpb6rI7OSkhIEBwfjxIkTyMzMRFlZGUxNTeHu7o6FCxdCVVUVAoEAmzZtwoEDB5CUlARjY2OsWLECHh4eXDniRW9LSkowZMgQdO/eHcHBwdxw7ODgYBw4cIAbGTBhwgTk5uby7m7MmjULIpEIiYmJH+8N+MBqui4+5Oc3dR5Io7Zp0yZcv34dmzZtqu+qNEjUeSCEkPrXUDsPshAIBNi/fz9GjBhR31VpcOqr80DDlkijJh6mRf6bPwe5QF3h4/+56JMkuX4IIYQQQuoPzbZECPnkJSUlYdiwYTAxMYFAIODdii4rK0NAQADs7Oygrq4OExMTjB8/Ho8fP+aVERoaih49ekBNTY2bTpcQQggh74Y6D4SQT15hYSHs7e2lDj8rKipCeno6lixZgvT0dOzbtw8ZGRncQ+5ipaWlcHd35625QQghpH4xxmjIUgPzWXUeJkyYUOMFam5uDoFAILGFh4dzefbv34/u3btDW1sbmpqaaNu2ba3TXr79S2l1li9fDnl5eYmpSYE300xWrZOGhgY6deqEffv2SeSNi4tDnz59oKmpCTU1NXTp0kViisp79+7xytPT00OfPn14MwdV5evrC3l5ecTGxvLiqmmrOstQTEwMunTpAjU1NWhqaqJPnz6Ii4vjnSMxMRECgYB7AEr8Wrw1bdoUgwcPlljkZcKECVLPP2jQIC7P5cuXMXz4cBgYGEBFRQXm5uYYPXo0nj59KjVe4M3D1l9//TVMTEygoqKC5s2bw9XVlTcrUnWxi9emqC2GNWvWQFdXV2I2KeDNl2ItLS1s2LABwJvrc926dVx6bdfru7bxp8zFxQXLli3DyJEjJdK0tbURHx8PDw8P2Nraonv37ti4cSMuXryIrKwsLl9ISAhmz54NOzu7j1l1QgghpFH5rDoPsli6dCmys7N524wZMwAAp06dwujRo+Hm5oYLFy7g4sWLCA0NRVlZWZ2cOzIykptRQBotLS2uTpcuXYKzszM8PDyQkZHB5fnhhx/g6uqKnj17IjU1FVeuXMGYMWMwZcoUqetPnDx5EtnZ2UhKSoKJiQmGDh2KJ0+e8PIUFRVh586dEnWr+h6tW7eOV7/s7GzufHPnzoWvry9Gjx6NK1eu4MKFC/jiiy/g6uqKjRs31vq+ZGRkIDs7G8ePH+dmWnh7cZhBgwZJtJt40bpnz56hf//+0NPTw/Hjx3Hjxg1ERUXBxMQEhYWFUs9ZVlaGAQMGIC8vj/sle9euXbCzs5NYbC8qKkri3G93UquLYdy4cSgsLJTaCdyzZw9KS0sxduzYat+bmq5XMVnauLHJy8uDQCCg4UmEkEaF5rghVdXX9UAPTL9FU1MTRkZGUtMOHTqEnj17Yt68edw+GxubOrnddubMGRQXF2Pp0qXYtm0bzp07hx49evDyCAQCrm5GRkZYtmwZVq9ejStXrsDW1hYPHjyAv78/Zs2ahbCwMO44f39/KCkpwc/PD+7u7ujWrRuXpq+vDyMjIxgZGWHhwoXYuXMnUlNTeUM+YmNj0aZNG3z33XcwMTHBgwcPYGpqynuftLW1efUTS0lJwZo1a7Bhwwbel9rQ0FC8fv0ac+bMgaura42LuhkYGEBHRwdGRkaYNWsWhg8fjps3b6J9+/ZcHmVl5Wrb7ezZs8jLy8Mvv/zCLfZmYWGBfv36VXvOa9euITMzE6dOnYKZmRkAwMzMTOo6G+K61aSmGIYNG4bIyEh8/fXXvGMiIyMxYsQI6OnpVVtuTdermCxtLFZSUoKSkhLudX5+fo1lf4pev36NgIAAeHp60gxRhJBGQbxaclFREVRVVeu5NuRTIf4hVV5e/qOelzoP78DIyAi///47rl69inbt2tVp2UKhEJ6enlBUVISnpyeEQqFE56GqiooKbNu2DQDQsWNHAG9+qS4rK5N6h8HX1xcLFy7Ejh07eJ0HseLiYq48JSUlibqNHTsW2tracHFxQXR0NJYsWSJTXDt27ICGhgZ8fX0l0vz9/bF27Vrs3btXphWP8/LyuOFAb9exJkZGRigvL8f+/fsxatQoCASCWo9p2rQp5OTksGfPHsyaNavO/mNKi8HHxwdDhw7F/fv3uY7KP//8g6SkJBw/frxOzgvU3MZiy5cvR0hISJ2d82MrKyuDh4cHGGPYsmVLfVeHEELqhLy8PHR0dLihtmpqajJ9lpHGq7KyEs+ePYOamhr3w+jHQp2HtwQEBGDx4sW8fUePHkWvXr0wY8YMJCcnw87ODmZmZujevTsGDhwILy+vd16xt6r8/Hzs2bMH58+fBwCMHTsWvXr1wvr166GhocHly8vL414XFxdDUVERP/30EywtLQG8WTVaW1tbYvVi4M2XxZYtW+LWrVu8/T169ICcnByKiorAGEOnTp3Qv39/Lv327dtISUnhhtWMHTsWc+bMweLFi2X6w3Xr1i1YWlpK/bJqYmICLS0tiTq9rXnz5gDADTEaPny4xIrQcXFxvPcKABYuXIiFCxeie/fuWLhwIb7++mtMmTIFXbt2xZdffonx48fD0NBQ6jmbNWuGDRs2YP78+QgJCUHnzp3Rr18/eHl5oWXLlry8np6eEp2L69evo0WLFjLF4OzsDBMTE0RFRXHPiURHR8PU1JTXFtLUdL2K1dbGVS1YsIC3inZ+fn6Nd4U+JeKOw/3793H69Gm660AIaVTEd5lrelaPfF7k5OTQokWLj96RpM7DW+bNm4cJEybw9jVr1gwAoK6ujsOHDyMzMxMJCQlISUmBv78/1q9fj/Pnz0NNTe29zrljxw5YWlrC3t4eANChQweYmZlh165d8PHx4fJpamoiPT0dwJtblydPnsSUKVOgr6+PYcOGvde5d+3ahVatWuHq1auYP38+oqOjudujwJuhM87OzmjSpAkAYPDgwfDx8cHp06dr/WIr9l/H5CUnJ0NNTQ0pKSkICwvDjz/+KJGnX79+Er80Vx3uExoaijlz5uD06dNITU3Fjz/+iLCwMCQlJVX7AO20adMwfvx4JCYmIiUlBbGxsQgLC8PBgwcxYMAALl9ERAScnJx4x5qYmMgcg7y8PLy9vREdHY2goCAwxhATE4OJEydCTq7mx5Jqul7FamvjqpSVlf9TR7i+iDsOt2/fRkJCAvT19eu7SoQQUqcEAgGMjY1hYGBQZ89akoZNSUmp1u8JHwJ1Ht7SpEkTWFlZ1ZjH0tISlpaW+Oabb7Bo0SLY2Nhg165dmDhx4nudUygU4tq1a7zbTpWVlYiMjOR1HuTk5Hh1a9++PU6cOIEVK1Zg2LBhsLGxQV5eHh4/fizx5bW0tBSZmZkS4/xNTU1hbW0Na2trlJeXY+TIkbh69SqUlZVRUVGBmJgY5OTk8OpWUVGByMhImToPNjY2+PPPP1FaWipx9+Hx48fIz8+HjY1NjWVYWFhAR0cHtra2ePr0KUaPHo2kpCReHnV19VrbTV9fH+7u7nB3d0dYWBgcHBywevVqxMTEVHuMpqYmhg0bhmHDhmHZsmVwdnbGsmXLeJ0HIyOjWs9dWwyTJk3C8uXLcfr0aVRWVuLBgwcyXU+yXK81tXFDUVBQgDt37nCv7969C5FIBD09PRgbG2PUqFFIT09HXFwcKioqkJOTA+BNB1J83WVlZeHFixfIyspCRUUFRCIRAMDKykrirhUhhHyq5OXlP/oYd0KqotmW/iNzc3OoqalVO2tPbf7++2+kpaUhMTERIpGI2xITE3H+/HnetKDSyMvLo7i4GADg5uYGRUVFrFmzRiLfjz/+iMLCQnh6elZb1qhRo6CgoIDNmzcDAI4cOYJXr17h0qVLvLrt2LED+/btk5h1SJoxY8agoKAAW7dulUhbvXo1FBUV4ebmVms5YtOmTcPVq1exf/9+mY+RRklJCZaWlu/UbgKBAK1atXrvthaTFoOlpSX69OmDyMhIREVFwcnJiXv+oS693cYNRVpaGhwcHODg4AAAmDNnDhwcHBAYGIhHjx7h4MGDePjwITp06ABjY2NuO3fuHFdGYGAgHBwcEBQUhIKCAq68tLS0+gqLEEIIaXA+uzsPeXl53C+OYvr6+ty47levXnG/WoqpqalBS0sLwcHBKCoqwuDBg2FmZobc3Fxs2LCBm9azJuJfSquytraGUChE165d0bt3b4ljunTpAqFQyK37wBjj6lZcXIz4+HgcP34cgYGBAIAWLVpg5cqV8Pf3h4qKCsaNGwdFRUX88ccfWLhwIfz9/aU+LC0mEAjg5+eH4OBg+Pr6QigUYsiQIdxwKrE2bdpg9uzZ2L59O6ZNm1Zj3I6Ojpg5cybmzZuH0tJSjBgxAmVlZfjtt9+wfv16rFu37p3G1KupqWHy5MkICgrCiBEjuHF+JSUlEu2moKCAJk2aIC4uDjt37sSYMWNgY2MDxhgOHTqEI0eOICoqSup5RCIRgoKCMG7cOLRp0wZKSko4c+YMIiMjERAQwMubm5srcW5NTU2oq6u/Uww+Pj6YPHkyAEisy1Gdmq5Xad5u4/cdavex9e3bt8bhb7IMjYuOjpb5fSWEEEJINdhnxNvbmwGQ2Hx8fBhjjJmZmUlN9/X1ZYwxdvr0aebm5sZMTU2ZkpISMzQ0ZIMGDWLJyck1nldamQDYmTNnmL6+Plu5cqXU41asWMEMDAxYaWkpi4qK4h2rrKzMbGxsWGhoKCsvL+cd98cff7BevXoxdXV1pqKiwjp16sQiIyN5ee7evcsAsEuXLvH2FxYWMl1dXRYeHs4UFBTY7t27pdbt22+/ZQ4ODtzrqKgopq2tXe17IBQKWadOnZiKigpTV1dnvXr1YgcPHuTlSUhIYADYy5cvpb4Wy8rKYgoKCmzXrl2Mserb1dbWljHGWGZmJps8eTKzsbFhqqqqTEdHh3Xp0oVFRUVVW99nz54xPz8/1q5dO6ahocE0NTWZnZ0dW716NauoqODyVde2y5cvf6cYGGOsqKiIaWtrMz09Pfb69WuJOpmZmbGIiAje65qu19raeMWKFdXGL5aXl8cAsLy8vFrzEkIIIeTT8CE/vwWM0YojhBDp8vLyoKOjgwcPHtDsRYQQQkgDIZ4tMTc3F9ra2nVa9mc3bIkQIrvnz58DQIOZrpUQQggh/+/Vq1fUeSCEfDzi6W6zsrLq/I9PQyD+5eZzvfNC8VP8n2v8n3PsAMXfGOJnjOHVq1cSs2/WBeo8EEKqJZ4/Wltbu8H+Aa0LWlpaFD/FX9/VqDefc/yfc+wAxd/Q4/9QP/rRVK2EEEIIIYQQmVDngRBCCCGEECIT6jwQQqqlrKyMoKCgBrUadV2i+Cl+iv/zjP9zjh2g+D/3+GtDU7USQgghhBBCZEJ3HgghhBBCCCEyoc4DIYQQQgghRCbUeSCEEEIIIYTIhDoPhBBCCCGEEJlQ54EQUq1NmzbB3NwcKioq6NatGy5cuFDfVfrPli9fji5dukBTUxMGBgYYMWIEMjIyeHn69u0LgUDA26ZMmcLLk5WVhSFDhkBNTQ0GBgaYN28eysvLP2Yo7yU4OFgitlatWnHpr1+/xrRp06Cvrw8NDQ24ubnhyZMnvDIaauwAYG5uLhG/QCDAtGnTADS+tk9KSsKwYcNgYmICgUCAAwcO8NIZYwgMDISxsTFUVVXh5OSE27dv8/K8ePECXl5e0NLSgo6ODnx8fFBQUMDLc+XKFfTq1QsqKiowNTXFypUrP3Rotaop9rKyMgQEBMDOzg7q6uowMTHB+PHj8fjxY14Z0q6X8PBwXp5PMXag9rafMGGCRGyDBg3i5WmobQ/UHr+0vwMCgQCrVq3i8jTk9v+QqPNACJFq165dmDNnDoKCgpCeng57e3s4Ozvj6dOn9V21/+TMmTOYNm0aUlJSEB8fj7KyMgwcOBCFhYW8fJMnT0Z2dja3Vf1AqKiowJAhQ1BaWopz584hJiYG0dHRCAwM/NjhvJe2bdvyYvvzzz+5tNmzZ+PQoUOIjY3FmTNn8PjxY3z11VdcekOP/a+//uLFHh8fDwBwd3fn8jSmti8sLIS9vT02bdokNX3lypXYsGEDfvzxR6SmpkJdXR3Ozs54/fo1l8fLywvXrl1DfHw84uLikJSUhP/9739cen5+PgYOHAgzMzNcvHgRq1atQnBwMH766acPHl9Naoq9qKgI6enpWLJkCdLT07Fv3z5kZGRg+PDhEnmXLl3Kux5mzJjBpX2qsQO1tz0ADBo0iBfbjh07eOkNte2B2uOvGnd2djYiIyMhEAjg5ubGy9dQ2/+DYoQQIkXXrl3ZtGnTuNcVFRXMxMSELV++vB5rVfeePn3KALAzZ85w+/r06cNmzpxZ7TFHjhxhcnJyLCcnh9u3ZcsWpqWlxUpKSj5kdf+zoKAgZm9vLzUtNzeXKSoqstjYWG7fjRs3GAB2/vx5xljDjl2amTNnMktLS1ZZWckYa9xtD4Dt37+fe11ZWcmMjIzYqlWruH25ublMWVmZ7dixgzHG2PXr1xkA9tdff3F5jh49ygQCAXv06BFjjLHNmzczXV1dXvwBAQHM1tb2A0cku7djl+bChQsMALt//z63z8zMjEVERFR7TEOInTHp8Xt7ezNXV9dqj2ksbc+YbO3v6urKvvzyS96+xtL+dY3uPBBCJJSWluLixYtwcnLi9snJycHJyQnnz5+vx5rVvby8PACAnp4eb//27dvRpEkTtGvXDgsWLEBRURGXdv78edjZ2cHQ0JDb5+zsjPz8fFy7du3jVPw/uH37NkxMTNCyZUt4eXkhKysLAHDx4kWUlZXx2r1Vq1Zo0aIF1+4NPfaqSktL8dtvv2HSpEkQCATc/sbc9lXdvXsXOTk5vPbW1tZGt27deO2to6ODzp07c3mcnJwgJyeH1NRULk/v3r2hpKTE5XF2dkZGRgZevnz5kaL57/Ly8iAQCKCjo8PbHx4eDn19fTg4OGDVqlW8IWoNPfbExEQYGBjA1tYW3377LZ4/f86lfU5t/+TJExw+fBg+Pj4SaY25/d+XQn1XgBDy6fn3339RUVHB+4IEAIaGhrh582Y91aruVVZWYtasWejZsyfatWvH7f/6669hZmYGExMTXLlyBQEBAcjIyMC+ffsAADk5OVLfG3Hap6xbt26Ijo6Gra0tsrOzERISgl69euHq1avIycmBkpKSxJcnQ0NDLq6GHPvbDhw4gNzcXEyYMIHb15jb/m3i+kqLp2p7GxgY8NIVFBSgp6fHy2NhYSFRhjhNV1f3g9S/Lr1+/RoBAQHw9PSElpYWt9/Pzw8dO3aEnp4ezp07hwULFiA7Oxtr164F0LBjHzRoEL766itYWFggMzMTCxcuhIuLC86fPw95efnPpu0BICYmBpqamrwhmkDjbv//gjoPhJDP1rRp03D16lXemH8AvDG9dnZ2MDY2Rv/+/ZGZmQlLS8uPXc065eLiwv27ffv26NatG8zMzLB7926oqqrWY80+PqFQCBcXF5iYmHD7GnPbE+nKysrg4eEBxhi2bNnCS5szZw737/bt20NJSQm+vr5Yvnw5lJWVP3ZV69SYMWO4f9vZ2aF9+/awtLREYmIi+vfvX481+/giIyPh5eUFFRUV3v7G3P7/BQ1bIoRIaNKkCeTl5SVm2Xny5AmMjIzqqVZ1a/r06YiLi0NCQgKaN29eY95u3boBAO7cuQMAMDIykvreiNMaEh0dHdjY2ODOnTswMjJCaWkpcnNzeXmqtntjif3+/fs4efIkvvnmmxrzNea2F9e3pv/nRkZGEpMklJeX48WLF43imhB3HO7fv4/4+HjeXQdpunXrhvLycty7dw9Aw479bS1btkSTJk1413pjbnux5ORkZGRk1Pq3AGjc7f8uqPNACJGgpKSETp064dSpU9y+yspKnDp1Co6OjvVYs/+OMYbp06dj//79OH36tMQtZ2lEIhEAwNjYGADg6OiIv//+m/fBKv7i0aZNmw9S7w+loKAAmZmZMDY2RqdOnaCoqMhr94yMDGRlZXHt3lhij4qKgoGBAYYMGVJjvsbc9hYWFjAyMuK1d35+PlJTU3ntnZubi4sXL3J5Tp8+jcrKSq5j5ejoiKSkJJSVlXF54uPjYWtr+0kP2xB3HG7fvo2TJ09CX1+/1mNEIhHk5OS44TwNNXZpHj58iOfPn/Ou9cba9lUJhUJ06tQJ9vb2teZtzO3/Tur7iW1CyKdp586dTFlZmUVHR7Pr16+z//3vf0xHR4c3y0xD9O233zJtbW2WmJjIsrOzua2oqIgxxtidO3fY0qVLWVpaGrt79y77448/WMuWLVnv3r25MsrLy1m7du3YwIEDmUgkYseOHWNNmzZlCxYsqK+wZObv788SExPZ3bt32dmzZ5mTkxNr0qQJe/r0KWOMsSlTprAWLVqw06dPs7S0NObo6MgcHR254xty7GIVFRWsRYsWLCAggLe/Mbb9q1ev2KVLl9ilS5cYALZ27Vp26dIlbkah8PBwpqOjw/744w925coV5urqyiwsLFhxcTFXxqBBg5iDgwNLTU1lf/75J7O2tmaenp5cem5uLjM0NGTjxo1jV69eZTt37mRqamps69atHz3eqmqKvbS0lA0fPpw1b96ciUQi3t8C8cw5586dYxEREUwkErHMzEz222+/saZNm7Lx48dz5/hUY2es5vhfvXrF5s6dy86fP8/u3r3LTp48yTp27Misra3Z69evuTIaatszVvu1zxhjeXl5TE1NjW3ZskXi+Ibe/h8SdR4IIdX64YcfWIsWLZiSkhLr2rUrS0lJqe8q/WcApG5RUVGMMcaysrJY7969mZ6eHlNWVmZWVlZs3rx5LC8vj1fOvXv3mIuLC1NVVWVNmjRh/v7+rKysrB4iejejR49mxsbGTElJiTVr1oyNHj2a3blzh0svLi5mU6dOZbq6ukxNTY2NHDmSZWdn88poqLGLHT9+nAFgGRkZvP2Nse0TEhKkXu/e3t6MsTfTtS5ZsoQZGhoyZWVl1r9/f4n35fnz58zT05NpaGgwLS0tNnHiRPbq1StensuXL7MvvviCKSsrs2bNmrHw8PCPFWK1aor97t271f4tSEhIYIwxdvHiRdatWzemra3NVFRUWOvWrVlYWBjvyzVjn2bsjNUcf1FRERs4cCBr2rQpU1RUZGZmZmzy5MkSPw411LZnrPZrnzHGtm7dylRVVVlubq7E8Q29/T8kAWOMfdBbG4QQQgghhJBGgZ55IIQQQgghhMiEOg+EEEIIIYQQmVDngRBCCCGEECIT6jwQQgghhBBCZEKdB0IIIYQQQohMqPNACCGEEEIIkQl1HgghhBBCCCEyoc4DIYQQQgghRCbUeSCEEELq0L179yAQCCASieq7KpybN2+ie/fuUFFRQYcOHeq7OoSQBow6D4QQQhqVCRMmQCAQIDw8nLf/wIEDEAgE9VSr+hUUFAR1dXVkZGTg1KlT9V2ddyYQCHDgwIE6LzcxMRECgQC5ubl1XjYhjRV1HgghhDQ6KioqWLFiBV6+fFnfVakzpaWl731sZmYmvvjiC5iZmUFfX78Oa0UI+dxQ54EQQkij4+TkBCMjIyxfvrzaPMHBwRJDeNatWwdzc3Pu9YQJEzBixAiEhYXB0NAQOjo6WLp0KcrLyzFv3jzo6emhefPmiIqKkij/5s2b6NGjB1RUVNCuXTucOXOGl3716lW4uLhAQ0MDhoaGGDduHP79918uvW/fvpg+fTpmzZqFJk2awNnZWWoclZWVWLp0KZo3bw5lZWV06NABx44d49IFAgEuXryIpUuXQiAQIDg4uNpyVq5cCSsrKygrK6NFixYIDQ3l0v/++298+eWXUFVVhb6+Pv73v/+hoKCgurcXwP+/x1u3boWpqSnU1NTg4eGBvLw8Ls9ff/2FAQMGoEmTJtDW1kafPn2Qnp7OpYvbY+TIkRAIBLz2+eOPP9CxY0eoqKigZcuWCAkJQXl5OS/2X375BSNHjoSamhqsra1x8OBBAG+Gl/Xr1w8AoKurC4FAgAkTJgAA9uzZAzs7Oy5WJycnFBYW1hgrIZ8L6jwQQghpdOTl5REWFoYffvgBDx8+/E9lnT59Go8fP0ZSUhLWrl2LoKAgDB06FLq6ukhNTcWUKVPg6+srcZ558+bB398fly5dgqOjI4YNG4bnz58DAHJzc/Hll1/CwcEBaWlpOHbsGJ48eQIPDw9eGTExMVBSUsLZs2fx448/Sq3f+vXrsWbNGqxevRpXrlyBs7Mzhg8fjtu3bwMAsrOz0bZtW/j7+yM7Oxtz586VWs6CBQsQHh6OJUuW4Pr16/j9999haGgIACgsLISzszN0dXXx119/ITY2FidPnsT06dNrff/u3LmD3bt349ChQzh27BguXbqEqVOncumvXr2Ct7c3/vzzT6SkpMDa2hqDBw/Gq1evALzpXABAVFQUsrOzudfJyckYP348Zs6cievXr2Pr1q2Ijo7mdXgAICQkBB4eHrhy5QoGDx4MLy8vvHjxAqampti7dy8AICMjA9nZ2Vi/fj2ys7Ph6emJSZMm4caNG0hMTMRXX30FxlitsRLyWWCEEEJII+Lt7c1cXV0ZY4x1796dTZo0iTHG2P79+1nVj72goCBmb2/POzYiIoKZmZnxyjIzM2MVFRXcPltbW9arVy/udXl5OVNXV2c7duxgjDF29+5dBoCFh4dzecrKyljz5s3ZihUrGGOMff/992zgwIG8cz948IABYBkZGYwxxvr06cMcHBxqjdfExISFhoby9nXp0oVNnTqVe21vb8+CgoKqLSM/P58pKyuzn3/+WWr6Tz/9xHR1dVlBQQG37/Dhw0xOTo7l5ORUW25QUBCTl5dnDx8+5PYdPXqUycnJsezsbKnHVFRUME1NTXbo0CFuHwC2f/9+Xr7+/fuzsLAw3r5ff/2VGRsb845bvHgx97qgoIABYEePHmWMMZaQkMAAsJcvX3J5Ll68yACwe/fuVRsXIZ8zuvNACCGk0VqxYgViYmJw48aN9y6jbdu2kJP7/49LQ0ND2NnZca/l5eWhr6+Pp0+f8o5zdHTk/q2goIDOnTtz9bh8+TISEhKgoaHBba1atQLw5vkEsU6dOtVYt/z8fDx+/Bg9e/bk7e/Zs+c7xXzjxg2UlJSgf//+1abb29tDXV2dd47KykpkZGQAAC+WKVOmcPlatGiBZs2aca8dHR15xz158gSTJ0+GtbU1tLW1oaWlhYKCAmRlZdVY58uXL2Pp0qW8806ePBnZ2dkoKiri8rVv3577t7q6OrS0tCTaqip7e3v0798fdnZ2cHd3x88//9yonp0h5L9SqO8KEEIIIR9K79694ezsjAULFnDj2cXk5OQkhqKUlZVJlKGoqMh7LRAIpO6rrKyUuV4FBQUYNmwYVqxYIZFmbGzM/bvql/UPSVVV9T+XUXVqWi0tLZmP8/b2xvPnz7F+/XqYmZlBWVkZjo6OtT4gXlBQgJCQEHz11VcSaSoqKty/37Wt5OXlER8fj3PnzuHEiRP44YcfsGjRIqSmpsLCwkLmuAhprOjOAyGEkEYtPDwchw4dwvnz53n7mzZtipycHF4Hoi7XZkhJSeH+XV5ejosXL6J169YAgI4dO+LatWswNzeHlZUVb3uXDoOWlhZMTExw9uxZ3v6zZ8+iTZs2MpdjbW0NVVXVaqdxbd26NS5fvsx7aPjs2bOQk5ODra0tAPBiMDAw4PJlZWXh8ePH3OuUlBTecWfPnoWfnx8GDx6Mtm3bQllZmffgOPCmA1BRUcHb17FjR2RkZEi8f1ZWVrw7RTVRUlICAImyBQIBevbsiZCQEFy6dAlKSkrYv3+/TGUS0thR54EQQkijZmdnBy8vL2zYsIG3v2/fvnj27BlWrlyJzMxMbNq0CUePHq2z827atAn79+/HzZs3MW3aNLx8+RKTJk0CAEybNg0vXryAp6cn/vrrL2RmZuL48eOYOHGixBfZ2sybNw8rVqzArl27kJGRge+++w4ikQgzZ86UuQwVFRUEBARg/vz52LZtGzIzM5GSkgKhUAgA8PLygoqKCry9vXH16lUkJCRgxowZGDduHPdQdU1le3t74/Lly0hOToafnx88PDxgZGQE4E3H5ddff8WNGzeQmpoKLy8viTsh5ubmOHXqFHJycrghRIGBgdi2bRtCQkJw7do13LhxAzt37sTixYtljtvMzAwCgQBxcXF49uwZCgoKkJqairCwMKSlpSErKwv79u3Ds2fPuI4fIZ876jwQQghp9JYuXSoxVKV169bYvHkzNm3aBHt7e1y4cKHamYjeR3h4OMLDw2Fvb48///wTBw8eRJMmTQCAu1tQUVGBgQMHws7ODrNmzYKOjo7Mv5qL+fn5Yc6cOfD394ednR2OHTuGgwcPwtra+p3KWbJkCfz9/REYGIjWrVtj9OjR3LMBampqOH78OF68eIEuXbpg1KhR6N+/PzZu3FhruVZWVvjqq68wePBgDBw4EO3bt8fmzZu5dKFQiJcvX6Jjx44YN24c/Pz8eHcuAGDNmjWIj4+HqakpHBwcAADOzs6Ii4vDiRMn0KVLF3Tv3h0REREwMzOTOeZmzZohJCQE3333HQwNDTF9+nRoaWkhKSkJgwcPho2NDRYvXow1a9bAxcVF5nIJacwE7O0Bn4QQQgghdSA4OBgHDhyo0+FghJD6RXceCCGEEEIIITKhzgMhhBBCCCFEJjRsiRBCCCGEECITuvNACCGEEEIIkQl1HgghhBBCCCEyoc4DIYQQQgghRCbUeSCEEEIIIYTIhDoPhBBCCCGEEJlQ54EQQgghhBAiE+o8EEIIIYQQQmRCnQdCCCGEEEKITP4P0LBgLVitIm8AAAAASUVORK5CYII=\n" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": "" - }, - "execution_count": 202, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "g = sns.barplot(data, x=\"count\", y=\"han_name\", hue=\"Country\", dodge=False)\n", - "g.set_ylabel(\"Entity\")\n", - "g.set_xlabel(\"Number of co-patents\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)\n", - "g.legend(title=None, loc=4)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "# Patent classes?" - ], - "metadata": { - "collapsed": false - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/TODO.ipynb b/TODO.ipynb index 6e29954..fa8503a 100644 --- a/TODO.ipynb +++ b/TODO.ipynb @@ -152,4 +152,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/WOS/ai_scope_keywords.txt b/WOS/ai_scope_keywords.txt index 9023e70..7b408ad 100644 --- a/WOS/ai_scope_keywords.txt +++ b/WOS/ai_scope_keywords.txt @@ -1 +1,138 @@ -artificial intelligence,machine learning,neural network,big data,deep learning,pattern recognition,computer vision, image classification, reinforcement learning, support vector machines, recommender system, random forest, ensemble model, image processing, generative network, ai ethic, natural language processing, clustering algorithm, feature extraction, time series forecast, anomaly detection, identity fraud detection, dimensionality reduction, feature elicitation, chatbot, clustering, unsupervised learning, supervised learning, convolutional network, adversarial network \ No newline at end of file +artificial intelligence*, +machine* learn*, +neural network*, +big data*, +deep learn*, +pattern recognition, +computer vision, +image classification, +reinforcement learning, +support vector machine*, +recommender system*, +random forest, +ensemble model*, +image processing, +generative network*, +ai ethic*, +natural language processing, +clustering algorithm*, +feature extraction, +time series forecast*, +anomaly detection, +identity fraud detection, +dimensionality reduction, +feature elicitation, +chatbot*, +clustering, +*supervised learning, +convolutional network*, +convolutional neural, +adversarial network*, +adversarial neural, +adversarial machine, +autoencoder*, +gated recurrent unit*, +perceptron*, +feature learning, +feature engineering, +long short-term memor*, +word embedding*, +word vector*, +gradient descent, +k-nearest neighbor*, +naive bayes, +transfer learning, +fuzzy logic, +backpropagation, +computational modeling, +computational statistic*, +intelligent agent*, +expert system*, +decision tree*, +Bayesian network*, +genetic algorithm*, +swarm intelligence, +cognitive computing, +artificial neural network* +convolutional neural network*, +recurrent neural network*, +ensemble learning, +data mining, +artificial general intelligence, +artificial consciousness, +evolutionary algorithm*, +self-organizing map*, +deep reinforcement learning, +adversarial machine learning, +machine vision, +neural-symbolic integration, +probabilistic graphical model*, +hybrid intelligent system*, +machine creativity, +explainable AI, +interactive machine learning, +artificial emotional intelligence, +evolutionary computation*, +human-in-the-loop, +unsupervised deep learning, +deep belief network*, +quantum machine learning, +artificial immune system*, +swarm robotics, +autonomous agents, +machine ethics, +collaborative filtering, +content based filtering, +pervasive computing, +ubiquitous computing, +human-computer interaction, +cloud computing, +Internet of Things, +artificial cognition, +computational creativity, +sentiment analy*, +robotics, +boltzmann machine*, +kernel machine*, +Hopfield network*, +Hebbian learning, +latent factor model*, +non-negative matrix factorization, +independent component analysis, +principal component analysis, +data augmentation, +image segmentation, +autoregressive language model*, +generative pre-trained transformer*, +smart city, +smart home, +smart grid, +smart health, +smart manufacturing, +smart agriculture, +smart environment, +smart energy, +smart mobility, +smart buildings, +smart tourism, +smart logistics, +smart supply chain, +smart retail, +smart waste management, +smart parking, +smart governance, +smart education, +smart technolog*, +smart diagnostic*, +data* analytic*, +hadoop*, +mapreduce, +map$reduce, +large$ dataset*, +data warehouse*, +predictive analytic*, +no$sql, +nosql, +no sql, +unstructured data*, +data science* \ No newline at end of file diff --git a/WOS/wos_analyses_demo.ipynb b/WOS/wos_analyses_demo.ipynb deleted file mode 100644 index 10d4fcf..0000000 --- a/WOS/wos_analyses_demo.ipynb +++ /dev/null @@ -1,1126 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 3, - "id": "40038234", - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import janitor\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "from matplotlib.ticker import MaxNLocator\n", - "import math\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "fb7baf32", - "metadata": {}, - "outputs": [], - "source": [ - "outdir=\"wos_processed_data\"\n", - "\n", - "wos = pd.read_excel(f\"{outdir}/wos_processed.xlsx\")\n", - "\n", - "wos_addresses = pd.read_excel(f\"{outdir}/wos_addresses.xlsx\")\n", - "\n", - "wos_affiliations = pd.read_excel(f\"{outdir}/wos_affiliations.xlsx\")\n", - "wos_affiliations = wos_affiliations[wos_affiliations[\"Affiliations\"]!=\"UNKNOWN\"].copy()\n", - "\n", - "wos_author_locations = pd.read_excel(f\"{outdir}/wos_author_locations.xlsx\")\n", - "\n", - "wos_univ_locations = pd.read_excel(f\"{outdir}/wos_univ_locations.xlsx\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "1e737dbf", - "metadata": {}, - "outputs": [], - "source": [ - "record_col = \"UT (Unique WOS ID)\"" - ] - }, - { - "cell_type": "markdown", - "id": "a97f1cbb", - "metadata": {}, - "source": [ - "# Output - per yer, by Metrix taxonomy" - ] - }, - { - "cell_type": "markdown", - "id": "18e34c6b", - "metadata": {}, - "source": [ - "## Domains" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "af12584f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": " Domain_English UT (Unique WOS ID)\n0 Applied Sciences 5379\n5 Natural Sciences 1649\n3 Health Sciences 1106\n2 Economic & Social Sciences 289\n4 Miscellaneous 156\n1 Arts & Humanities 13", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Domain_EnglishUT (Unique WOS ID)
0Applied Sciences5379
5Natural Sciences1649
3Health Sciences1106
2Economic & Social Sciences289
4Miscellaneous156
1Arts & Humanities13
\n
" - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "group = 'Domain_English'\n", - "data = wos.groupby(group, as_index=False)[record_col].nunique().sort_values(ascending=False, by=record_col)\n", - "data" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "f8e72c87", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "
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YJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolSqeoCiOjtjs3qDV1d3aoug4iIiD5BPDNPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUQzzREREREQSxTBPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUSpVXQARvd2dyCbQUVeu6jLoE2U57XJVl0BERFWIZ+aJiIiIiCSKYZ6IiIiISKIY5omIiIiIJIphnoiIiIhIohjmiYiIiIgkimGeiIiIiEiiGOaJiIiIiCSKYZ6IiIiISKIY5omIiIiIJIphnoiIiIhIohjmiYiIiIgkimGeiIiIiEiiGOaJiIiIiCSKYZ6IiIiISKIY5omIiIiIJIphnoiIiIhIohjmiYiIiIgkimGeiIiIiEiiGOaJiCTu2LFjCAgIgLm5OWQyGXbs2FGsT2pqKj777DPo6elBS0sLjRo1QmZmZrF+giCgffv2JY4TGxuLZs2aQUdHB6amppg4cSKKiooq6aiIiKgsGObpo8jIyIBMJkNSUlKl7SMsLAz169evtPGJPlX5+flwc3PDsmXLSmxPT09HixYt4OjoiLi4OFy6dAlTp06Furp6sb4LFy6ETCYrtj05ORkdOnSAv78/Ll68iM2bN2Pnzp2YNGlShR8PERGVHcO8hAQHB0MmkyEyMlJh+44dO0p8830bb29vjB49ugKr+3C3bt1Cnz59YG5uDnV1ddSqVQudO3fG77//XqbXh4SEIDY2tpKrJPr0tG/fHrNmzULXrl1LbJ88eTI6dOiAuXPnwt3dHbVr18Znn30GY2NjhX5JSUmYP38+1qxZU2yMzZs3w9XVFdOmTYOdnR28vLwwd+5cLFu2DE+fPq2U4yIiondjmJcYdXV1fPfdd3jy5ElVlwIAePHiRYWMU1hYiLZt2yInJwfbt29HWloaNm/eDBcXF2RnZ5dpDG1tbVSvXr1C6iH6t5DL5dizZw/s7e3h5+cHY2NjeHp6FltC8+zZM/Tp0wfLli2DqalpsXEKCgqKncnX0NDA8+fPkZiYWJmHQEREb8EwLzG+vr4wNTVFREREqX0ePXqE3r17o2bNmtDU1ISLiws2btwotgcHByM+Ph6LFi2CTCaDTCZDRkYGoqOjoa+vrzDWP8/6v17Ksnr1atjY2Ihv7vv370eLFi2gr6+P6tWro1OnTkhPTy/zcV25cgXp6en48ccf0aRJE1hZWaF58+aYNWsWmjRpIvb7448/0Lt3bxgaGkJLSwseHh44e/asQm1vWr16NZycnKCurg5HR0f8+OOPYtvrpT/bt2+Hj48PNDU14ebmhtOnTyuMcfLkSXh7e0NTUxMGBgbw8/MTP0zJ5XJERETAxsYGGhoacHNzwy+//CK+9smTJ+jbty+MjIygoaGBOnXqYO3atWWeF6IP9eDBA+Tl5SEyMhL+/v44ePAgunbtim7duiE+Pl7sN2bMGDRr1gydO3cucRw/Pz+cOnUKGzduxMuXL3H37l3MmDEDAJCVlfVRjoWIiIpjmJcYZWVlzJkzB0uWLMEff/xRYp/nz5+jYcOG2LNnD1JSUvD111+jX79+OHfuHABg0aJFaNq0Kb766itkZWUhKysLFhYWZa7hxo0b2LZtG7Zv3y6ugc/Pz8fYsWORkJCA2NhYKCkpoWvXrpDL5WUa08jICEpKSvjll1/w8uXLEvvk5eXBy8sLd+/exc6dO5GcnIwJEyaUuo8NGzZg2rRpmD17NlJTUzFnzhxMnToV69atU+g3efJkhISEICkpCfb29ujdu7d4UV9SUhLatGmDunXr4vTp0zhx4gQCAgLEGiMiIhATE4MVK1bgypUrGDNmDL744gsxJE2dOhVXr17Fvn37kJqaiuXLl6NGjRol1ltQUIDc3FyFB9GHev3vo3PnzhgzZgzq16+PSZMmoVOnTlixYgUAYOfOnThy5AgWLlxY6jjt2rXDvHnzMGTIEKipqcHe3h4dOnQAACgp8a2EiKiqqFR1AVR+Xbt2Rf369TF9+nRERUUVa69ZsyZCQkLE5yNGjMCBAwewZcsWNG7cGHp6elBVVYWmpmaJX6e/y4sXLxATEwMjIyNxW2BgoEKfNWvWwMjICFevXkW9evXeOWbNmjWxePFiTJgwAeHh4fDw8ICPjw/69u0LW1tbAMDPP/+Mhw8f4vz58zA0NAQA2NnZlTrm9OnTMX/+fHTr1g0AYGNjg6tXr2LlypUICgoS+4WEhKBjx44AgPDwcDg7O+PGjRtwdHTE3Llz4eHhoXBG39nZGcCr8D1nzhwcPnwYTZs2BQDY2trixIkTWLlyJby8vJCZmQl3d3d4eHgAAKytrUutNyIiAuHh4e+cK6LyqFGjBlRUVFC3bl2F7U5OTjhx4gQA4MiRI0hPTy/2zVxgYCBatmyJuLg4AMDYsWMxZswYZGVlwcDAABkZGQgNDRX/jRIR0cfH0ykS9d1332HdunVITU0t1vby5UvMnDkTLi4uMDQ0hLa2Ng4cOFDibejeh5WVlUKQB4Dr16+jd+/esLW1ha6urhhay7PPYcOG4f79+9iwYQOaNm2KrVu3wtnZGYcOHQLw6iy5u7u7GOTfJj8/H+np6Rg4cCC0tbXFx6xZs4ot/3F1dRV/NjMzA/BqacLrfbZp06bEfdy4cQPPnj1D27ZtFfYRExMj7mPo0KHYtGkT6tevjwkTJuDUqVOl1hwaGoqcnBzxcefOnXceJ9G7qKqqolGjRkhLS1PYfu3aNVhZWQEAJk2ahEuXLiEpKUl8AMCCBQuKLQuTyWQwNzeHhoYGNm7cCAsLCzRo0OCjHAsRERXHM/MS1apVK/j5+SE0NBTBwcEKbfPmzcOiRYuwcOFCuLi4QEtLC6NHj37nxapKSkoQBEFhW2FhYbF+WlpaxbYFBATAysoKq1atgrm5OeRyOerVq1fuC2R1dHQQEBCAgIAAzJo1C35+fpg1axbatm0LDQ2NMo+Tl5cHAFi1ahU8PT0V2pSVlRWeV6tWTfz59fUBr5cmvG2fr/exZ88e1KxZU6FNTU0NwKu7jNy+fRt79+7FoUOH0KZNGwwbNgzff/99sfHU1NTE1xGVR15eHm7cuCE+v3XrFpKSkmBoaAhLS0uMHz8ePXv2RKtWreDj44P9+/dj165d4hl3U1PTEr+ls7S0hI2Njfh83rx58Pf3h5KSErZv347IyEhs2bKl2L8pIiL6eHhmXsIiIyOxa9euEi/Y7Ny5M7744gu4ubnB1tYW165dU+ijqqpabG26kZERnj59ivz8fHFbWe4L/+jRI6SlpWHKlClo06YNnJycKuRuOzKZDI6OjmI9rq6uSEpKwuPHj9/5WhMTE5ibm+PmzZuws7NTeLwZTt7F1dW11Ntd1q1bF2pqasjMzCy2jzevQTAyMkJQUBDWr1+PhQsX4qeffirz/onKIiEhAe7u7nB3dwfwajmMu7s7pk2bBuDV0rwVK1Zg7ty5cHFxwerVq7Ft2za0aNGiXPvZt28fWrZsCQ8PD+zZswe//fYbunTpUtGHQ0RE5cAz8xLm4uKCvn37YvHixQrb69Spg19++QWnTp2CgYEBfvjhB/z5558Ka2atra1x9uxZZGRkQFtbG4aGhvD09ISmpia+/fZbjBw5EmfPnkV0dPQ76zAwMED16tXx008/wczMDJmZmeX+QzJJSUmYPn06+vXrh7p160JVVRXx8fFYs2YNJk6cCADo3bs35syZgy5duiAiIgJmZma4ePEizM3NxTXrbwoPD8fIkSOhp6cHf39/FBQUICEhAU+ePMHYsWPLVFdoaChcXFzwzTffYMiQIVBVVcXRo0fRvXt31KhRAyEhIRgzZgzkcjlatGiBnJwcnDx5Erq6uggKCsK0adPQsGFDODs7o6CgALt374aTk1O55oboXby9vYt9q/ZPAwYMwIABA8o8ZknjHTlypNy1ERFR5eKZeYmbMWNGsbu5TJkyBQ0aNICfnx+8vb1hampa7OxZSEgIlJWVUbduXRgZGSEzMxOGhoZYv3499u7dK97OMiws7J01KCkpYdOmTUhMTES9evUwZswYzJs3r1zHUatWLVhbWyM8PByenp5o0KABFi1ahPDwcEyePBnAq28TDh48CGNjY3To0AEuLi6IjIws9Sv+QYMGYfXq1Vi7di1cXFzg5eWF6Ojocp2Zt7e3x8GDB5GcnIzGjRujadOm+O2336Ci8upz8MyZMzF16lRERETAyckJ/v7+2LNnj7gPVVVVhIaGwtXVFa1atYKysjI2bdpUrrkhIiIiKo1MeNfpHCKqErm5udDT00NKqBN01LkmmUpmOe1yVZdARERveP3+nZOTA11d3UrfH8/MExERERFJFMM8EREREZFEMcwTEREREUkUwzwRERERkUQxzBMRERERSRTDPBERERGRRDHMExERERFJFMM8EREREZFEMcwTEREREUkUwzwRERERkUQxzBMRERERSRTDPBERERGRRDHMExERERFJFMM8EREREZFEMcwTEREREUkUwzwRERERkUQxzBMRERERSZRKVRdARG9nMekMdHV1q7oMIiIi+gTxzDwRERERkUQxzBMRERERSRTDPBERERGRRDHMExERERFJFMM8EREREZFEMcwTEREREUkUwzwRERERkUQxzBMRERERSRTDPBERERGRRDHMExERERFJFMM8EREREZFEqVR1AUT0dm1XtIWKBv+pfgwnR5ys6hKIiIjKhWfmiYiIiIgkimGeiIiIiEiiGOaJiIiIiCSKYZ6IiIiISKIY5omIiIiIJIphnoiIiIhIohjmiYiIiIgkimGeiIiIiEiiGOaJiIiIiCSKYZ6IiIiISKIY5omIiIiIJIphnoiIiIhIohjmiYiIiIgkimGeiIiIiEiiGOaJiIiIiCSKYZ6IiIiISKIY5omIiIiIJIphnoiIiIhIohjmiYiIiIgkimGeiOgNx44dQ0BAAMzNzSGTybBjxw6F9u3bt6Ndu3aoXr06ZDIZkpKSio3x/PlzDBs2DNWrV4e2tjYCAwPx559/FusXHR0NV1dXqKurw9jYGMOGDaukoyIion8rhnkql7i4OMhkMmRnZ7+1n7W1NRYuXPhRanotOjoa+vr6H3Wf9O+Tn58PNzc3LFu2rNT2Fi1a4Lvvvit1jDFjxmDXrl3YunUr4uPjce/ePXTr1k2hzw8//IDJkydj0qRJuHLlCg4fPgw/P78KPRYiIvr3U6nqAujDBQcHIzs7u9gZxLi4OPj4+ODJkyeVFnKjo6MxevTod4b7snj48CGmTZuGPXv24M8//4SBgQHc3Nwwbdo0NG/e/J2v79mzJzp06PDBddB/W/v27dG+fftS2/v16wcAyMjIKLE9JycHUVFR+Pnnn9G6dWsAwNq1a+Hk5IQzZ86gSZMmePLkCaZMmYJdu3ahTZs24mtdXV0r7kCIiOg/gWfm6ZMRGBiIixcvYt26dbh27Rp27twJb29vPHr0qEyv19DQgLGxcSVXSfR2iYmJKCwshK+vr7jN0dERlpaWOH36NADg0KFDkMvluHv3LpycnFCrVi306NEDd+7cqaqyiYhIohjm/2NOnDiBli1bQkNDAxYWFhg5ciTy8/PF9v/973/w8PCAjo4OTE1N0adPHzx48KDEseLi4vDll18iJycHMpkMMpkMYWFhYvuzZ88wYMAA6OjowNLSEj/99FOpdWVnZ+P48eP47rvv4OPjAysrKzRu3BihoaH47LPPFPoNHjwYJiYmUFdXR7169bB7924AJS+z+e2339CgQQOoq6vD1tYW4eHhKCoqEttlMhlWr16Nrl27QlNTE3Xq1MHOnTsVxrhy5Qo6deoEXV1d6OjooGXLlkhPTxfbV69eDScnJ6irq8PR0RE//vij2PbixQsMHz4cZmZmUFdXh5WVFSIiIkqcg4KCAuTm5io8SHru378PVVXVYr+LJiYmuH//PgDg5s2bkMvlmDNnDhYuXIhffvkFjx8/Rtu2bfHixYsqqJqIiKSKYf4/JD09Hf7+/ggMDMSlS5ewefNmnDhxAsOHDxf7FBYWYubMmUhOTsaOHTuQkZGB4ODgEsdr1qwZFi5cCF1dXWRlZSErKwshISFi+/z58+Hh4YGLFy/im2++wdChQ5GWllbiWNra2tDW1saOHTtQUFBQYh+5XI727dvj5MmTWL9+Pa5evYrIyEgoKyuX2P/48ePo378/Ro0ahatXr2LlypWIjo7G7NmzFfqFh4ejR48euHTpEjp06IC+ffvi8ePHAIC7d++iVatWUFNTw5EjR5CYmIgBAwaIHwg2bNiAadOmYfbs2UhNTcWcOXMwdepUrFu3DgCwePFi7Ny5E1u2bEFaWho2bNgAa2vrEuuNiIiAnp6e+LCwsCixH0mfXC5HYWEhFi9eDD8/PzRp0gQbN27E9evXcfTo0aouj4iIJIRr5v8ldu/eDW1tbYVtL1++VHgeERGBvn37YvTo0QCAOnXqYPHixfDy8sLy5cuhrq6OAQMGiP1tbW2xePFiNGrUCHl5ecXGV1VVhZ6eHmQyGUxNTYvV1KFDB3zzzTcAgIkTJ2LBggU4evQoHBwcivVVUVFBdHQ0vvrqK6xYsQINGjSAl5cXevXqJa4jPnz4MM6dO4fU1FTY29uLNZYmPDwckyZNQlBQkNh35syZmDBhAqZPny72Cw4ORu/evQEAc+bMweLFi3Hu3Dn4+/tj2bJl0NPTw6ZNm1CtWjUAEPcNANOnT8f8+fPFixttbGzEDw5BQUHIzMxEnTp10KJFC8hkMlhZWZVab2hoKMaOHSs+z83NZaCXIFNTU7x48QLZ2dkKZ+f//PNP8d+JmZkZAKBu3bpiu5GREWrUqIHMzMyPWi8REUkbz8z/S/j4+CApKUnhsXr1aoU+ycnJiI6OFs+Ca2trw8/PD3K5HLdu3QLwar1vQEAALC0toaOjAy8vLwB4r4Dx5sV8rwN/aUt2gFdr5u/du4edO3fC398fcXFxaNCgAaKjowEASUlJqFWrlkKYfpvk5GTMmDFD4Xi/+uorZGVl4dmzZyXWqaWlBV1dXbHOpKQktGzZUgzyb8rPz0d6ejoGDhyosI9Zs2aJy3CCg4ORlJQEBwcHjBw5EgcPHiy1XjU1Nejq6io8SHoaNmyIatWqITY2VtyWlpaGzMxMNG3aFADEC7rf/Kbq8ePH+Ouvv976gY+IiOifeGb+X0JLSwt2dnYK2/744w+F53l5eRg8eDBGjhxZ7PWWlpbIz8+Hn58f/Pz8sGHDBhgZGSEzMxN+fn7vtY73nwFYJpNBLpe/9TXq6upo27Yt2rZti6lTp2LQoEGYPn06goODoaGhUa795+XlITw8vNgtAV/vpyx1vm2feXl5AIBVq1bB09NToe310p8GDRrg1q1b2LdvHw4fPowePXrA19cXv/zyS7mOhT6evLw83LhxQ3x+69YtJCUlwdDQEJaWlnj8+DEyMzNx7949AP8fyE1NTWFqago9PT0MHDgQY8eOhaGhIXR1dTFixAg0bdoUTZo0AfDq253OnTtj1KhR+Omnn6Crq4vQ0FA4OjrCx8fn4x80ERFJFsP8f0iDBg1w9erVYqH/tcuXL+PRo0eIjIwUl3ckJCS8dUxVVdViy3kqUt26dcVbbrq6uuKPP/7AtWvXynR2vkGDBkhLSyv1eMvC1dUV69atQ2FhYbHQb2JiAnNzc9y8eRN9+/YtdQxdXV307NkTPXv2xOeffw5/f388fvwYhoaG710XVZ6EhASFQP166VNQUBCio6Oxc+dOfPnll2J7r169ALxacvX6AvAFCxZASUkJgYGBKCgogJ+fn8KF0QAQExODMWPGoGPHjlBSUoKXlxf2799f4rdAREREpWGY/w+ZOHEimjRpguHDh2PQoEHQ0tLC1atXcejQISxduhSWlpZQVVXFkiVLMGTIEKSkpGDmzJlvHdPa2hp5eXmIjY2Fm5sbNDU1oampWe7aHj16hO7du2PAgAFwdXWFjo4OEhISMHfuXHTu3BkA4OXlhVatWiEwMBA//PAD7Ozs8Pvvv0Mmk8Hf37/YmNOmTUOnTp1gaWmJzz//HEpKSkhOTkZKSgpmzZpVprqGDx+OJUuWoFevXggNDYWenh7OnDmDxo0bw8HBAeHh4Rg5ciT09PTg7++PgoICJCQk4MmTJxg7dix++OEHmJmZwd3dHUpKSti6dStMTU35x60+Yd7e3hAEodT24ODgUi8Kf01dXR3Lli0r9Q9PAa8+5EVFRSEqKup9SyUiIuKa+f8SV1dXxMfH49q1a2jZsiXc3d0xbdo0mJubA3h1AV50dDS2bt2KunXrIjIyEt9///1bx2zWrBmGDBmCnj17wsjICHPnzn2v2rS1teHp6YkFCxagVatWqFevHqZOnYqvvvoKS5cuFftt27YNjRo1Qu/evVG3bl1MmDCh1G8G/Pz8sHv3bhw8eBCNGjVCkyZNsGDBgnKtSa5evTqOHDmCvLw8eHl5oWHDhli1apV49nTQoEFYvXo11q5dCxcXF3h5eSE6Oho2NjYAAB0dHcydOxceHh5o1KgRMjIysHfvXigp8Z8eERERfTiZ8LZTUERUZXJzc6Gnp4fG3zWGiga/RPsYTo44WdUlEBGRxL1+/87JyfkoN7Pg6UEiIiIiIol6r9N9+fn5iIyMRGxsLB48eFDsDiU3b96skOKIiIiIiKh07xXmBw0ahPj4ePTr1w9mZmaQyWQVXRcREREREb3De4X5ffv2Yc+ePeIfPiEiIiIioo/vvdbMGxgY8B7ZRERERERV7L3C/MyZMzFt2jQ8e/asoushIiIiIqIyeq9lNvPnz0d6ejpMTExgbW1d7C8WXrhwoUKKIyIiIiKi0r1XmO/SpUsFl0FEREREROX1XmF++vTpFV0HERERERGVE/9oFBERERGRRJX5zLyhoSGuXbuGGjVqwMDA4K33ln/8+HGFFEdERERERKUrc5hfsGABdHR0AAALFy6srHqIiIiIiKiMyhzmg4KCSvyZiIiIiIiqxntdAPum58+f48WLFwrbdHV1P3RYIiIiIiJ6h/e6ADY/Px/Dhw+HsbExtLS0YGBgoPAgIiIiIqLK915hfsKECThy5AiWL18ONTU1rF69GuHh4TA3N0dMTExF10hERERERCV4r2U2u3btQkxMDLy9vfHll1+iZcuWsLOzg5WVFTZs2IC+fftWdJ1ERERERPQP7xXmHz9+DFtbWwCv1se/vhVlixYtMHTo0IqrjohwaMghXodCREREJXqvZTa2tra4desWAMDR0RFbtmwB8OqMvb6+foUVR0REREREpXuvMP/ll18iOTkZADBp0iQsW7YM6urqGDNmDMaPH1+hBRIRERERUclkgiAIHzrI7du3kZiYCDs7O7i6ulZEXUT/ebm5udDT00NOTg6X2RAREUnEx37//uD7zAOAlZUVrKysKmIoIiIiIiIqo/cO8+fPn8fRo0fx4MEDyOVyhbYffvjhgwsjIiIiIqK3e68wP2fOHEyZMgUODg4wMTGBTCYT2978mYiIiIiIKs97hflFixZhzZo1CA4OruByiIiIiIiorN7rbjZKSkpo3rx5RddCRERERETl8F5hfsyYMVi2bFlF10JEREREROXwXstsQkJC0LFjR9SuXRt169ZFtWrVFNq3b99eIcUREREREVHp3ivMjxw5EkePHoWPjw+qV6/Oi16JiIiIiKrAe4X5devWYdu2bejYsWNF10NE/3DCvz20VCrkT0IU43UsvlLGJSIioo/jvdbMGxoaonbt2hVdCxERERERlcN7hfmwsDBMnz4dz549q+h6iIiIiIiojN7ru/vFixcjPT0dJiYmsLa2LnYB7IULFyqkOCIiIiIiKt17hfkuXbpUcBlERERERFRe7xXmp0+fXtF1EBERERFROX3QLTISExORmpoKAHB2doa7u3uFFEVERERERO/2XmH+wYMH6NWrF+Li4qCvrw8AyM7Oho+PDzZt2gQjI6OKrJGIiIiIiErwXnezGTFiBJ4+fYorV67g8ePHePz4MVJSUpCbm4uRI0dWdI1ERERERFSC9zozv3//fhw+fBhOTk7itrp162LZsmVo165dhRVHRERERESle68z83K5vNjtKAGgWrVqkMvlH1wUERERERG923uF+datW2PUqFG4d++euO3u3bsYM2YM2rRpU2HFERERERFR6d4rzC9duhS5ubmwtrZG7dq1Ubt2bdjY2CA3NxdLliyp6BqJiIiIiKgE77Vm3sLCAhcuXEBsbKx4a0onJyf4+vpWaHFERERERFS6cod5uVyO6OhobN++HRkZGZDJZLCxsYGenh4EQYBMJquMOomIiIiI6B/KtcxGEAR89tlnGDRoEO7evQsXFxc4Ozvj9u3bCA4ORteuXSurTiIiIiIi+odynZmPjo7GsWPHEBsbCx8fH4W2I0eOoEuXLoiJiUH//v0rtEgiIiIiIiquXGfmN27ciG+//bZYkAde3eFm0qRJ2LBhQ4UVR0REREREpStXmL906RL8/f1LbW/fvj2Sk5M/uCgiIiIiInq3coX5x48fw8TEpNR2ExMTPHny5IOLIiIiIiKidytXmH/58iVUVEpfZq+srIyioqIPLurf4PWdfpKSkqq6lEoRFxcHmUyG7OzsMr/G29sbo0ePrrSa/u1zXlkiIiLQqFEj6OjowNjYGF26dEFaWppCn/v376Nfv34wNTWFlpYWGjRogG3btin0uXDhAtq2bQt9fX1Ur14dX3/9NfLy8j7moRAREf3nlPtuNsHBwejWrVuJjwEDBpRr58HBwZDJZMUeb1vKIxUWFhbIyspCvXr13nsMuVyOiRMnwtzcHBoaGnB1dcVvv/1WptfGx8ejdevWMDQ0hKamJurUqYOgoCC8ePHivet5U7NmzZCVlQU9Pb0KGQ949WExMjISjo6O0NDQgKGhITw9PbF69eoyvb4i5vy/KD4+HsOGDcOZM2dw6NAhFBYWol27dsjPzxf79O/fH2lpadi5cycuX76Mbt26oUePHrh48SIA4N69e/D19YWdnR3Onj2L/fv348qVKwgODq6ioyIiIvpvKNfdbIKCgt7Zp7x3svH398fatWsVtqmpqZVrjE+RsrIyTE1NP2iM9evXY8GCBYiJiUGTJk1w48aNMr3u6tWr8Pf3x4gRI7B48WJoaGjg+vXr2LZtG16+fPlBNb2mqqr6wcf3T+Hh4Vi5ciWWLl0KDw8P5ObmIiEhocxLtypizv+L9u/fr/A8OjoaxsbGSExMRKtWrQAAp06dwvLly9G4cWMAwJQpU7BgwQIkJibC3d0du3fvRrVq1bBs2TIoKb06R7BixQq4urrixo0bsLOz+7gHRURE9B9RrjPza9euLdOjPNTU1GBqaqrwMDAwENuzs7MxePBgmJiYQF1dHfXq1cPu3bvF9m3btsHZ2RlqamqwtrbG/PnzFca3trbGnDlzMGDAAOjo6MDS0hI//fSTQp/Lly+jdevW0NDQKHF5QHBwMLp06YI5c+bAxMQE+vr6mDFjBoqKijB+/HgYGhqiVq1aCsde0pKPK1euoFOnTtDV1YWOjg5atmyJ9PT0UudGSUkJRkZG6NWrF6ytreHr61umv7J78OBBmJqaYu7cuahXrx5q164Nf39/rFq1ChoaGmWeu4KCAkycOBEWFhZQU1ODnZ0doqKiABRfZvPo0SP07t0bNWvWhKamJlxcXLBx48Z31vqmnTt34ptvvkH37t1hY2MDNzc3DBw4ECEhIWIfuVyOuXPnws7ODmpqarC0tMTs2bMBlDznKSkpaN++PbS1tWFiYoJ+/frhr7/+Etu9vb0xcuRITJgwAYaGhjA1NUVYWJhCXe/6HTxx4gRatmwJDQ0NWFhYYOTIkQpntX/88UfUqVMH6urqMDExweeff16uefnYcnJyAACGhobitmbNmmHz5s14/Pgx5HI5Nm3ahOfPn8Pb2xvAq98VVVVVMcgDEH/XTpw48fGKJyIi+o8pV5j/2ORyOdq3b4+TJ09i/fr1uHr1KiIjI6GsrAwASExMRI8ePdCrVy9cvnwZYWFhmDp1KqKjoxXGmT9/Pjw8PHDx4kV88803GDp0qLgmOD8/H35+fjAwMMD58+exdetWHD58GMOHD1cY48iRI7h37x6OHTuGH374AdOnT0enTp1gYGCAs2fPYsiQIRg8eDD++OOPEo/l7t27aNWqFdTU1HDkyBEkJiZiwIABb73GoE2bNsjJycHUqVPLNW+mpqbIysrCsWPHSu1Tlrnr378/Nm7ciMWLFyM1NRUrV66EtrZ2ieM9f/4cDRs2xJ49e5CSkoKvv/4a/fr1w7lz58pV95EjR/Dw4cNS+4SGhiIyMhJTp07F1atX8fPPP5d6UXZ2djZat24Nd3d3JCQkYP/+/fjzzz/Ro0cPhX7r1q2DlpYWzp49i7lz52LGjBk4dOgQgHf/Dqanp8Pf3x+BgYG4dOkSNm/ejBMnToi/PwkJCRg5ciRmzJiBtLQ07N+/Xzzb/U8FBQXIzc1VeHxscrkco0ePRvPmzRWWK23ZsgWFhYWoXr061NTUMHjwYPz666/iGffWrVvj/v37mDdvHl68eIEnT55g0qRJAICsrKyPfhxERET/GUIVCgoKEpSVlQUtLS2Fx+zZswVBEIQDBw4ISkpKQlpaWomv79Onj9C2bVuFbePHjxfq1q0rPreyshK++OIL8blcLheMjY2F5cuXC4IgCD/99JNgYGAg5OXliX327NkjKCkpCffv3xfrtLKyEl6+fCn2cXBwEFq2bCk+LyoqErS0tISNGzcKgiAIt27dEgAIFy9eFARBEEJDQwUbGxvhxYsXZZqb/Px8wdnZWfjqq68ET09PYdy4cYJcLhfbdXR0hK1bt5b42qKiIiE4OFgAIJiamgpdunQRlixZIuTk5JR57tLS0gQAwqFDh0rcx9GjRwUAwpMnT0o9ho4dOwrjxo0Tn3t5eQmjRo0qtf+VK1cEJycnQUlJSXBxcREGDx4s7N27V2zPzc0V1NTUhFWrVpX4+n/O+cyZM4V27dop9Llz544AQPyd8vLyElq0aKHQp1GjRsLEiRMFQXj37+DAgQOFr7/+WmHb8ePHBSUlJeHvv/8Wtm3bJujq6gq5ubmlHvdr06dPFwAUe+xp2kyIa9mqUh7/NGTIEMHKykq4c+eOwvbhw4cLjRs3Fg4fPiwkJSUJYWFhgp6ennDp0iWxz4YNGwQTExNBWVlZUFVVFUJCQgQTExMhMjLyncdORET0b5GTkyMAUMhdlanKz8z7+PggKSlJ4TFkyBAAQFJSEmrVqgV7e/sSX5uamormzZsrbGvevDmuX7+usDbc1dVV/Fkmk8HU1BQPHjwQx3Bzc4OWlpbCGHK5XOGOHs7OzgpLCExMTODi4iI+V1ZWRvXq1cVx/ykpKQktW7ZEtWrV3jknwKt1y9nZ2Vi2bBn27duHQ4cO4csvv0RRUREyMjKQl5dX7NjfrGXt2rX4448/MHfuXNSsWRNz5syBs7OzeJb0XXOXlJQEZWVleHl5lanely9fYubMmXBxcYGhoSG0tbVx4MABZGZmlun1AFC3bl2kpKTgzJkzGDBgAB48eICAgAAMGjRIrLmgoABt2rQp03jJyck4evQotLW1xYejoyMAKCxvevP3AwDMzMzE/47v+h1MTk5GdHS0wj78/Pwgl8tx69YttG3bFlZWVrC1tUW/fv2wYcMGPHv2rMSxQkNDkZOTIz7u3LlTpuOsKMOHD8fu3btx9OhR1KpVS9yenp6OpUuXYs2aNWjTpg3c3Nwwffp0eHh4YNmyZWK/Pn364P79+7h79y4ePXqEsLAwPHz4ELa2th/1OIiIiP5LynUBbGXQ0tIq9eK4N9d3f4h/BmiZTAa5XP7BY5Rn3PIey6VLl+Ds7Ixq1arBwMAAhw4dQsuWLdG1a1fUqVMH/v7+MDMze+sYNWvWRL9+/dCvXz/MnDkT9vb2WLFiBcLDw9+5//LWO2/ePCxatAgLFy6Ei4sLtLS0MHr06HLfPUdJSQmNGjVCo0aNMHr0aKxfvx79+vXD5MmTy11TXl4eAgIC8N133xVre3Pu3vbf8V37zMvLw+DBgzFy5MhibZaWllBVVcWFCxcQFxeHgwcPYtq0aQgLC8P58+ehr6+v0F9NTa1KLv4WBAEjRozAr7/+iri4ONjY2Ci0v/7w8eaHWeDVh8aSft9fL3tas2YN1NXV0bZt20qqnIiIiKr8zPzbuLq64o8//sC1a9dKbHdycsLJkycVtp08eRL29vbimuZ3cXJyQnJyssIFiydPnoSSkhIcHBzev/h/cHV1xfHjx1FYWFim/jVr1kRSUhKePn0KADA2Nsbhw4dx+fJlLFiwALNmzSrX/g0MDGBmZiYe57vmzsXFBXK5HPHx8WUa/+TJk+jcuTO++OILuLm5wdbWttT/buVRt25dAK+ubahTpw40NDQQGxtbptc2aNAAV65cgbW1Nezs7BQeb34T8zbv+h1s0KABrl69Wmx8Ozs7qKqqAgBUVFTg6+uLuXPn4tKlS8jIyMCRI0fKtP+PYdiwYVi/fj1+/vln6Ojo4P79+7h//z7+/vtvAICjoyPs7OwwePBgnDt3Dunp6Zg/fz4OHTqELl26iOMsXboUFy5cwLVr17Bs2TIMHz4cERERxT60EBERUcWp8jBfUFAghofXj9d3G/Hy8kKrVq0QGBiIQ4cO4datW9i3b594K71x48YhNjYWM2fOxLVr17Bu3TosXbpU4e4n79K3b1+oq6sjKCgIKSkpOHr0KEaMGIF+/fq99a/dltfw4cORm5uLXr16ISEhAdevX8f//ve/Yn+c57WBAwfi5cuX+Oyzz3Dq1CmkpaXhwIEDyMvLg6ampnhXmZKsXLkSQ4cOxcGDB5Geno4rV65g4sSJuHLlCgICAgC8e+6sra0RFBSEAQMGYMeOHbh16xbi4uKwZcuWEvdZp04dHDp0CKdOnUJqaioGDx6MP//8s1xz9Pnnn2PBggU4e/Ysbt++jbi4OAwbNgz29vZwdHSEuro6Jk6ciAkTJiAmJgbp6ek4c+ZMqXMxbNgwPH78GL1798b58+eRnp6OAwcO4MsvvyzzLTrf9Ts4ceJEnDp1CsOHD0dSUhKuX7+O3377TbwAdvfu3Vi8eDGSkpJw+/ZtxMTEQC6XV+gHxQ+1fPly5OTkwNvbG2ZmZuJj8+bNAF59c7F3714YGRkhICAArq6uiImJwbp169ChQwdxnHPnzqFt27ZwcXHBTz/9hJUrV5b4jQURERFVnCpfZrN///5iy0UcHBzw+++/A3h1+8SQkBD07t0b+fn5sLOzQ2RkJIBXZ0W3bNmCadOmYebMmTAzM8OMGTPK9YdqNDU1ceDAAYwaNQqNGjWCpqYmAgMD8cMPP1TYMQJA9erVceTIEYwfPx5eXl5QVlZG/fr1S133bm5ujnPnzmHixIno1q0bcnNz4eHhgZiYGGhqaqJt27aoXbs2xo4dW+y1jRs3xokTJzBkyBDcu3cP2tracHZ2xo4dO8Q18GWZu+XLl+Pbb7/FN998g0ePHsHS0hLffvttifVOmTIFN2/ehJ+fHzQ1NfH111+jS5cu4m0Oy8LPzw8bN25EREQEcnJyYGpqitatWyMsLEz8y8NTp06FiooKpk2bhnv37sHMzEy8xqKkOTx58iQmTpyIdu3aoaCgAFZWVvD39y+2ZORt3vY76Orqivj4eEyePBktW7aEIAioXbs2evbsCQDQ19fH9u3bERYWhufPn6NOnTrYuHEjnJ2dy7z/yiYIwjv71KlTp9hffP2nmJiYiiqJiIiIykgmlOWdnIg+utzcXOjp6WFP02bQUqmcz91ex8q2jIqIiIjK5vX7d05ODnR1dSt9f1W+zIaIiIiIiN4PwzwRERERkUQxzBMRERERSRTDPBERERGRRDHMExERERFJFMM8EREREZFEMcwTEREREUkUwzwRERERkUQxzBMRERERSRTDPBERERGRRDHMExERERFJFMM8EREREZFEMcwTEREREUkUwzwRERERkUQxzBMRERERSRTDPBERERGRRDHMExERERFJlEpVF0BEb9di/z7o6upWdRlERET0CeKZeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiVqi6AiN5u5bf7oKGmWeb+w+cHVGI1RERE9CnhmXkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnmif6ljx44hICAA5ubmkMlk2LFjh0J7cHAwZDKZwsPf37/YOHv27IGnpyc0NDRgYGCALl26fJwDICIiondimKcy8fb2xujRoz/KvoKDgxUC48fc979Jfn4+3NzcsGzZslL7+Pv7IysrS3xs3LhRoX3btm3o168fvvzySyQnJ+PkyZPo06dPZZdOREREZaRS1QVQ1QkODsa6deswePBgrFixQqFt2LBh+PHHHxEUFITo6Ghs374d1apVq6JK6X20b98e7du3f2sfNTU1mJqalthWVFSEUaNGYd68eRg4cKC4vW7duhVaJxEREb0/npn/j7OwsMCmTZvw999/i9ueP3+On3/+GZaWluI2Q0ND6OjoVEWJVIni4uJgbGwMBwcHDB06FI8ePRLbLly4gLt370JJSQnu7u4wMzND+/btkZKSUoUVExER0ZsY5v/jGjRoAAsLC2zfvl3ctn37dlhaWsLd3V3c9s+lLj/++CPq1KkDdXV1mJiY4PPPPxfb5HI55s6dCzs7O6ipqcHS0hKzZ88W2+/cuYMePXpAX18fhoaG6Ny5MzIyMspc8//+9z94eHhAR0cHpqam6NOnDx48eCC2x8XFQSaTITY2Fh4eHtDU1ESzZs2QlpamMM5vv/2GBg0aQF1dHba2tggPD0dRUZHYnpmZic6dO0NbWxu6urro0aMH/vzzT7H9n8uBAGD06NHw9vYWn//yyy9wcXGBhoYGqlevDl9fX+Tn55d4XAUFBcjNzVV4VCZ/f3/ExMQgNjYW3333HeLj49G+fXu8fPkSAHDz5k0AQFhYGKZMmYLdu3fDwMAA3t7eePz4caXWRkRERGXDME8YMGAA1q5dKz5fs2YNvvzyy1L7JyQkYOTIkZgxYwbS0tKwf/9+tGrVSmwPDQ1FZGQkpk6diqtXr+Lnn3+GiYkJAKCwsBB+fn7Q0dHB8ePHcfLkSWhra8Pf3x8vXrwoU72FhYWYOXMmkpOTsWPHDmRkZCA4OLhYv8mTJ2P+/PlISEiAiooKBgwYILYdP34c/fv3x6hRo3D16lWsXLkS0dHR4ocOuVyOzp074/Hjx4iPj8ehQ4dw8+ZN9OzZs0w1AkBWVhZ69+6NAQMGIDU1FXFxcejWrRsEQSixf0REBPT09MSHhYVFmff1Pnr16oXPPvsMLi4u6NKlC3bv3o3z588jLi4OwKs5AF7NY2BgIBo2bIi1a9dCJpNh69atlVobERERlQ3XzBO++OILhIaG4vbt2wCAkydPYtOmTWKo+6fMzExoaWmhU6dO0NHRgZWVlXgW/+nTp1i0aBGWLl2KoKAgAEDt2rXRokULAMDmzZshl8uxevVqyGQyAMDatWuhr6+PuLg4tGvX7p31vhnKbW1tsXjxYjRq1Ah5eXnQ1tYW22bPng0vLy8AwKRJk9CxY0c8f/4c6urqCA8Px6RJk8QabW1tMXPmTEyYMAHTp09HbGwsLl++jFu3bomhOiYmBs7Ozjh//jwaNWr0zjqzsrJQVFSEbt26wcrKCgDg4uJSav/Q0FCMHTtWfJ6bm1vpgf5Ntra2qFGjBm7cuIE2bdrAzMwMgOIaeTU1Ndja2iIzM/Oj1UVERESlY5gnGBkZoWPHjoiOjoYgCOjYsSNq1KhRav+2bdvCysoKtra28Pf3h7+/P7p27QpNTU2kpqaioKAAbdq0KfG1ycnJuHHjRrH198+fP0d6enqZ6k1MTERYWBiSk5Px5MkT8QxyZmamQvB0dXUVf34dTB88eABLS0vxzixvLv95+fIlnj9/jmfPniE1NRUWFhYKYbpu3brQ19dHampqmcK8m5sb2rRpAxcXF/j5+aFdu3b4/PPPYWBgUGJ/NTU1qKmplWkOKsMff/yBR48eiXPVsGFDqKmpIS0tTfwwVlhYiIyMDPHDCREREVUthnkC8Ops9/DhwwHgrbcyBAAdHR1cuHABcXFxOHjwIKZNm4awsDCcP38eGhoab31tXl4eGjZsiA0bNhRrMzIyemed+fn58PPzg5+fHzZs2AAjIyNkZmbCz8+v2DKdN+++8/pbgNfBPy8vD+Hh4ejWrVuxfairq7+zDgBQUlIqtmSmsLBQ/FlZWRmHDh3CqVOncPDgQSxZsgSTJ0/G2bNnYWNjU6Z9fIi8vDzcuHFDfH7r1i0kJSXB0NAQhoaGCA8PR2BgIExNTZGeno4JEybAzs4Ofn5+AABdXV0MGTIE06dPh4WFBaysrDBv3jwAQPfu3Su9fiIiIno3hnkCAHHNukwmE8Pc26ioqMDX1xe+vr6YPn069PX1ceTIEXTo0AEaGhqIjY3FoEGDir2uQYMG2Lx5M4yNjaGrq1vuOn///Xc8evQIkZGR4lnzhISEco/ToEEDpKWlwc7OrsR2Jycn3LlzB3fu3BH3c/XqVWRnZ4tn/42MjIrd2SUpKanYh4jmzZujefPmmDZtGqysrPDrr78qLKepLAkJCfDx8RGfv95nUFAQli9fjkuXLmHdunXIzs6Gubk52rVrh5kzZyp8OzBv3jyoqKigX79++Pvvv+Hp6YkjR46U+u0CERERfVwM8wTg1Vnk1NRU8ee32b17N27evIlWrVrBwMAAe/fuhVwuh4ODA9TV1TFx4kRMmDABqqqqaN68OR4+fIgrV65g4MCB6Nu3L+bNm4fOnTtjxowZqFWrFm7fvo3t27djwoQJqFWr1lv3bWlpCVVVVSxZsgRDhgxBSkoKZs6cWe7jnTZtGjp16gRLS0t8/vnnUFJSQnJyMlJSUjBr1iz4+vrCxcUFffv2xcKFC1FUVIRvvvkGXl5e8PDwAAC0bt0a8+bNQ0xMDJo2bYr169cjJSVFvH7g7NmziI2NRbt27WBsbIyzZ8/i4cOHcHJyKne978Pb27vUi20B4MCBA+8co1q1avj+++/x/fffV2RpREREVEF4NxsS6erqlulsub6+PrZv347WrVvDyckJK1aswMaNG+Hs7AwAmDp1KsaNG4dp06bByckJPXv2FG8dqampiWPHjsHS0hLdunWDk5MTBg4ciOfPn5dp30ZGRoiOjsbWrVtRt25dREZGvlfQ9PPzw+7du3Hw4EE0atQITZo0wYIFC8S14DKZDL/99hsMDAzQqlUr+Pr6wtbWFps3b1YYY+rUqZgwYQIaNWqEp0+fon///mK7rq4ujh07hg4dOsDe3h5TpkzB/Pnz3/mHnIiIiIjKSia87dQdEVWZ3Nxc6OnpYe6wTdBQ0yzz64bPD6jEqoiIiOhtXr9/5+TkvNeS4vLimXkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJUqnqAojo7QbPaQ9dXd2qLoOIiIg+QTwzT0REREQkUQzzREREREQSxTBPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUQzzREREREQSxTBPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUQzzREREREQSxTBPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUQzzREREREQSxTBPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUQzzREREREQSxTBPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUQzzRACio6Ohr6//zn4ymQw7duyo9HpKcuzYMQQEBMDc3LzEOsLCwuDo6AgtLS0YGBjA19cXZ8+erZJaiYiI6ONgmP+EnD59GsrKyujYsWOZXxMWFob69et/8L4fPnyIzz//HAYGBtDV1YW3tzfS0tLe+bq4uDjIZDJkZ2cXa7O2tsbChQs/uLaPoWfPnrh27Zr4vLR5zcrKQvv27T9iZf8vPz8fbm5uWLZsWYnt9vb2WLp0KS5fvowTJ07A2toa7dq1w8OHDz9ypURERPSxqFR1AfT/oqKiMGLECERFReHevXswNzcvta8gCHj58mWF7XvixIlISEjA7t27YWpqigsXLlTY2FKgoaEBDQ2Nd/YzNTX9CNWUrH379m/9INGnTx+F5z/88AOioqJw6dIltGnTprLLIyIioirAM/OfiLy8PGzevBlDhw5Fx44dER0drdD++gz4vn370LBhQ6ipqWH9+vUIDw9HcnIyZDIZZDIZoqOjIQgCwsLCYGlpCTU1NZibm2PkyJFv3b+SkhKaNWuG5s2bo3bt2ujevTscHBwq7PgyMjIgk8mQlJQkbsvOzoZMJkNcXJzCMR44cADu7u7Q0NBA69at8eDBA+zbtw9OTk7Q1dVFnz598OzZM3Gc/fv3o0WLFtDX10f16tXRqVMnpKenF9v39u3b4ePjA01NTbi5ueH06dNinzeX2URHR5c4r0DxZTZ37txBjx49oK+vD0NDQ3Tu3BkZGRlie1xcHBo3bgwtLS3o6+ujefPmuH37doXNa2levHiBn376CXp6enBzc6v0/REREVHVYJj/RGzZsgWOjo5wcHDAF198gTVr1kAQhGL9Jk2ahMjISKSmpqJt27YYN24cnJ2dkZWVhaysLPTs2RPbtm3DggULsHLlSly/fh07duyAi4vLW/ffuXNn/PLLL9i/f39lHWKZhYWFYenSpTh16pQYlhcuXIiff/4Ze/bswcGDB7FkyRKxf35+PsaOHYuEhATExsZCSUkJXbt2hVwuVxh38uTJCAkJQVJSEuzt7dG7d28UFRUV23/Pnj1LnNd/KiwshJ+fH3R0dHD8+HGcPHkS2tra8Pf3x4sXL1BUVIQuXbrAy8sLly5dwunTp/H1119DJpOVeNwFBQXIzc1VeJTX7t27oa2tDXV1dSxYsACHDh1CjRo1yj0OERERSQOX2XwioqKi8MUXXwAA/P39kZOTg/j4eHh7eyv0mzFjBtq2bSs+19bWhoqKisLyj8zMTJiamsLX1xfVqlWDpaUlGjduXOq+r169ij59+mDGjBkYNGgQFixYgO7duwMAEhMT4eHhgYcPH741FNaqVavYtjfPnpfHrFmz0Lx5cwDAwIEDERoaivT0dNja2gIAPv/8cxw9ehQTJ04EAAQGBiq8fs2aNTAyMsLVq1dRr149cXtISIh4PUJ4eDicnZ1x48YNODo6KrxeQ0OjxHn9p82bN0Mul2P16tViQF+7di309fURFxcHDw8P5OTkoFOnTqhduzYAwMnJqdTxIiIiEB4eXqY5Ko2Pjw+SkpLw119/YdWqVejRowfOnj0LY2PjDxqXiIiIPk08M/8JSEtLw7lz59C7d28AgIqKCnr27ImoqKhifT08PN45Xvfu3fH333/D1tYWX331FX799dcSz0C/FhYWhvbt22PSpEnYuXMnhgwZghUrVgAALl++DEdHx3ee3T1+/DiSkpIUHm9b8/82rq6u4s8mJibQ1NQUg/zrbQ8ePBCfX79+Hb1794atrS10dXVhbW0N4NWHmtLGNTMzAwCFccorOTkZN27cgI6ODrS1taGtrQ1DQ0M8f/4c6enpMDQ0RHBwMPz8/BAQEIBFixYhKyur1PFCQ0ORk5MjPu7cuVPumrS0tGBnZ4cmTZogKioKKioqJf4eERER0b8Dz8x/AqKiolBUVKQQfgVBgJqaGpYuXQo9PT1xu5aW1jvHs7CwQFpaGg4fPoxDhw7hm2++wbx58xAfH49q1aoV63/p0iUEBQUBABo0aICdO3fCz88Pf/31F/bv348vv/zynfu0sbEpdmtHFZX///VSUlISj+u1wsLCEsd6s0aZTFasZplMprCEJiAgAFZWVli1ahXMzc0hl8tRr149vHjx4q3jAii2FKc88vLy0LBhQ2zYsKFYm5GREYBXZ+pHjhyJ/fv3Y/PmzZgyZQoOHTqEJk2aFHuNmpoa1NTU3rueksjlchQUFFTomERERPTp4Jn5KlZUVISYmBjMnz9f4ax2cnIyzM3NsXHjxre+XlVVtcS72mhoaCAgIACLFy9GXFwcTp8+jcuXL5c4Rs2aNXH8+HHxefPmzfHrr79i5syZSE9Px/Dhwz/sIPH/4fbNM9NvXgz7vh49eoS0tDRMmTIFbdq0gZOTE548efLB45Y2r29q0KABrl+/DmNjY9jZ2Sk83vwA5u7ujtDQUJw6dQr16tXDzz///F415eXlib8fAHDr1i0kJSUhMzMT+fn5+Pbbb3HmzBncvn0biYmJGDBgAO7evSsumSIiIqJ/H4b5KrZ79248efIEAwcORL169RQegYGB71wiYW1tLYa6v/76CwUFBYiOjkZUVBRSUlJw8+ZNrF+/HhoaGrCysipxjPHjx2P//v0YNmwYUlJScPHiRcTHx0NVVRUPHz7Erl27Pvg4NTQ00KRJE/Hi3fj4eEyZMuWDxzUwMED16tXx008/4caNGzhy5AjGjh37weOWNK//1LdvX9SoUQOdO3fG8ePHcevWLcTFxWHkyJH4448/cOvWLYSGhuL06dO4ffs2Dh48iOvXr7913fzbJCQkwN3dHe7u7gCAsWPHwt3dHdOmTYOysjJ+//13BAYGwt7eHgEBAXj06BGOHz8OZ2fnD5oLIiIi+nQxzFexqKgo+Pr6KpzJfS0wMBAJCQm4dOlSqa8PDAyEv78/fHx8YGRkhI0bN0JfXx+rVq1C8+bN4erqisOHD2PXrl2oXr16iWP4+/sjNjYWly9fRvPmzdG6dWtxHX94eDiCg4Nx6tSpDz7WNWvWoKioCA0bNsTo0aMxa9asDx5TSUkJmzZtQmJiIurVq4cxY8Zg3rx5HzxuSfP6T5qamjh27BgsLS3RrVs3ODk5YeDAgXj+/Dl0dXWhqampELC//vprDBs2DIMHD36vmry9vSEIQrFHdHQ01NXVsX37dty9excFBQW4d+8efvvtNzRq1OhDp4KIiIg+YTKhpPsfElGVy83NhZ6eHnJycqCrq1vV5RAREVEZfOz3b56ZJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiGeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnkiIiIiIolimCciIiIikiiVqi6AiEomCAIAIDc3t4orISIiorJ6/b79+n28sjHME32iHj16BACwsLCo4kqIiIiovB49egQ9Pb1K3w/DPNEnytDQEACQmZn5Uf5n8G+Wm5sLCwsL3LlzB7q6ulVdjqRxLisG57HicC4rDueyYuTk5MDS0lJ8H69sDPNEnyglpVeXtOjp6fF/qhVEV1eXc1lBOJcVg/NYcTiXFYdzWTFev49X+n4+yl6IiIiIiKjCMcwTEREREUkUwzzRJ0pNTQ3Tp0+HmppaVZcieZzLisO5rBicx4rDuaw4nMuK8bHnUSZ8rPvmEBERERFRheKZeSIiIiIiiWKYJyIiIiKSKIZ5IiIiIiKJYpgnIiIiIpIohnmiT9SyZctgbW0NdXV1eHp64ty5c1VdUpU6duwYAgICYG5uDplMhh07dii0C4KAadOmwczMDBoaGvD19cX169cV+jx+/Bh9+/aFrq4u9PX1MXDgQOTl5Sn0uXTpElq2bAl1dXVYWFhg7ty5lX1oH1VERAQaNWoEHR0dGBsbo0uXLkhLS1Po8/z5cwwbNgzVq1eHtrY2AgMD8eeffyr0yczMRMeOHaGpqQljY2OMHz8eRUVFCn3i4uLQoEEDqKmpwc7ODtHR0ZV9eB/V8uXL4erqKv6BnaZNm2Lfvn1iO+fx/URGRkImk2H06NHiNs5l2YSFhUEmkyk8HB0dxXbOY/ncvXsXX3zxBapXrw4NDQ24uLggISFBbP9k3ncEIvrkbNq0SVBVVRXWrFkjXLlyRfjqq68EfX194c8//6zq0qrM3r17hcmTJwvbt28XAAi//vqrQntkZKSgp6cn7NixQ0hOThY+++wzwcbGRvj777/FPv7+/oKbm5tw5swZ4fjx44KdnZ3Qu3dvsT0nJ0cwMTER+vbtK6SkpAgbN24UNDQ0hJUrV36sw6x0fn5+wtq1a4WUlBQhKSlJ6NChg2BpaSnk5eWJfYYMGSJYWFgIsbGxQkJCgtCkSROhWbNmYntRUZFQr149wdfXV7h48aKwd+9eoUaNGkJoaKjY5+bNm4KmpqYwduxY4erVq8KSJUsEZWVlYf/+/R/1eCvTzp07hT179gjXrl0T0tLShG+//VaoVq2akJKSIggC5/F9nDt3TrC2thZcXV2FUaNGids5l2Uzffp0wdnZWcjKyhIfDx8+FNs5j2X3+PFjwcrKSggODhbOnj0r3Lx5Uzhw4IBw48YNsc+n8r7DME/0CWrcuLEwbNgw8fnLly8Fc3NzISIiogqr+nT8M8zL5XLB1NRUmDdvnrgtOztbUFNTEzZu3CgIgiBcvXpVACCcP39e7LNv3z5BJpMJd+/eFQRBEH788UfBwMBAKCgoEPtMnDhRcHBwqOQjqjoPHjwQAAjx8fGCILyat2rVqglbt24V+6SmpgoAhNOnTwuC8OqDlZKSknD//n2xz/LlywVdXV1x7iZMmCA4Ozsr7Ktnz56Cn59fZR9SlTIwMBBWr17NeXwPT58+FerUqSMcOnRI8PLyEsM857Lspk+fLri5uZXYxnksn4kTJwotWrQotf1Tet/hMhuiT8yLFy+QmJgIX19fcZuSkhJ8fX1x+vTpKqzs03Xr1i3cv39fYc709PTg6ekpztnp06ehr68PDw8PsY+vry+UlJRw9uxZsU+rVq2gqqoq9vHz80NaWhqePHnykY7m48rJyQEAGBoaAgASExNRWFioMJeOjo6wtLRUmEsXFxeYmJiIffz8/JCbm4srV66Ifd4c43Wff+vv8MuXL7Fp0ybk5+ejadOmnMf3MGzYMHTs2LHY8XIuy+f69eswNzeHra0t+vbti8zMTACcx/LauXMnPDw80L17dxgbG8Pd3R2rVq0S2z+l9x2GeaJPzF9//YWXL18q/M8UAExMTHD//v0qqurT9npe3jZn9+/fh7GxsUK7iooKDA0NFfqUNMab+/g3kcvlGD16NJo3b4569eoBeHWcqqqq0NfXV+j7z7l81zyV1ic3Nxd///13ZRxOlbh8+TK0tbWhpqaGIUOG4Ndff0XdunU5j+W0adMmXLhwAREREcXaOJdl5+npiejoaOzfvx/Lly/HrVu30LJlSzx9+pTzWE43b97E8uXLUadOHRw4cABDhw7FyJEjsW7dOgCf1vuOSjmPjYiI/iWGDRuGlJQUnDhxoqpLkSwHBwckJSUhJycHv/zyC4KCghAfH1/VZUnKnTt3MGrUKBw6dAjq6upVXY6ktW/fXvzZ1dUVnp6esLKywpYtW6ChoVGFlUmPXC6Hh4cH5syZAwBwd3dHSkoKVqxYgaCgoCquThHPzBN9YmrUqAFlZeVidxj4888/YWpqWkVVfdpez8vb5szU1BQPHjxQaC8qKsLjx48V+pQ0xpv7+LcYPnw4du/ejaNHj6JWrVridlNTU7x48QLZ2dkK/f85l++ap9L66Orq/qtChaqqKuzs7NCwYUNERETAzc0NixYt4jyWQ2JiIh48eIAGDRpARUUFKioqiI+Px+LFi6GiogITExPO5XvS19eHvb09bty4wd/JcjIzM0PdunUVtjk5OYnLlj6l9x2GeaJPjKqqKho2bIjY2Fhxm1wuR2xsLJo2bVqFlX26bGxsYGpqqjBnubm5OHv2rDhnTZs2RXZ2NhITE8U+R44cgVwuh6enp9jn2LFjKCwsFPscOnQIDg4OMDAw+EhHU7kEQcDw4cPx66+/4siRI7CxsVFob9iwIapVq6Ywl2lpacjMzFSYy8uXLyu8SR06dAi6urrim1/Tpk0Vxnjd59/+OyyXy1FQUMB5LIc2bdrg8uXLSEpKEh8eHh7o27ev+DPn8v3k5eUhPT0dZmZm/J0sp+bNmxe7be+1a9dgZWUF4BN73ynzpbJE9NFs2rRJUFNTE6Kjo4WrV68KX3/9taCvr69wh4H/mqdPnwoXL14ULl68KAAQfvjhB+HixYvC7du3BUF4dYswfX194bfffhMuXbokdO7cucRbhLm7uwtnz54VTpw4IdSpU0fhFmHZ2dmCiYmJ0K9fPyElJUXYtGmToKmp+a+6NeXQoUMFPT09IS4uTuH2dc+ePRP7DBkyRLC0tBSOHDkiJCQkCE2bNhWaNm0qtr++fV27du2EpKQkYf/+/YKRkVGJt68bP368kJqaKixbtuxfd/u6SZMmCfHx8cKtW7eES5cuCZMmTRJkMplw8OBBQRA4jx/izbvZCALnsqzGjRsnxMXFCbdu3RJOnjwp+Pr6CjVq1BAePHggCALnsTzOnTsnqKioCLNnzxauX78ubNiwQdDU1BTWr18v9vlU3ncY5ok+UUuWLBEsLS0FVVVVoXHjxsKZM2equqQqdfToUQFAsUdQUJAgCK9uEzZ16lTBxMREUFNTE9q0aSOkpaUpjPHo0SOhd+/egra2tqCrqyt8+eWXwtOnTxX6JCcnCy1atBDU1NSEmjVrCpGRkR/rED+KkuYQgLB27Vqxz99//y188803goGBgaCpqSl07dpVyMrKUhgnIyNDaN++vaChoSHUqFFDGDdunFBYWKjQ5+jRo0L9+vUFVVVVwdbWVmEf/wYDBgwQrKysBFVVVcHIyEho06aNGOQFgfP4If4Z5jmXZdOzZ0/BzMxMUFVVFWrWrCn07NlT4b7onMfy2bVrl1CvXj1BTU1NcHR0FH766SeF9k/lfUcmCIJQ5u8ciIiIiIjok8E180REREREEsUwT0REREQkUQzzREREREQSxTBPRERERCRRDPNERERERBLFME9EREREJFEM80REREREEsUwT0REREQkUQzzREQkeY8ePYKxsTEyMjIqfOzo6Gjo6+tX+LgErFixAgEBAVVdBpGkMcwTEVGl8/b2xujRo4ttfzMoW1tbQyaTlfoIDg4udfzZs2ejc+fOsLa2BgDExcVBJpMhOzu7WF9ra2ssXLiwzLX37NkT165dK3P/ytKrVy/4+/srbNu/fz9kMhnCwsIUtoeFhcHS0lJh27p169CoUSNoampCR0cHXl5e2L17d7H9rFq1Cm5ubtDW1oa+vj7c3d0RERFRal0ZGRmQyWRISkpSeP76oaOjA2dnZwwbNgzXr19XeO2AAQNw4cIFHD9+vBwzQURvYpgnIqJPwvnz55GVlYWsrCxs27YNAJCWliZuW7RoUYmve/bsGaKiojBw4MBKqUtDQwPGxsaVMnZ5+Pj44OTJkygqKhK3HT16FBYWFoiLi1Poe/ToUfj4+IjPQ0JCMHjwYPTs2ROXLl3CuXPn0KJFC3Tu3BlLly4V+61ZswajR4/GyJEjkZSUhJMnT2LChAnIy8srd72HDx9GVlYWkpOTMWfOHKSmpsLNzQ2xsbFiH1VVVfTp0weLFy8u9/hE9ArDPBERfRKMjIxgamoKU1NTGBoaAgCMjY3FbXp6eiW+bu/evVBTU0OTJk3Kvc/XZ5G3b98OHx8faGpqws3NDadPnxb7lLTMJjIyEiYmJtDR0cHAgQMxadIk1K9fX2wv6ZuILl26KHy7UFBQgJCQENSsWRNaWlrw9PQsFsrf5OPjg7y8PCQkJIjb4uLiMGnSJJw9exbPnz8HADx//hxnz54Vw/yZM2cwf/58zJs3DyEhIbCzs4OTkxNmz56N0aNHY+zYsbhz5w4AYOfOnejRowcGDhwIOzs7ODs7o3fv3pg9e3Y5ZvWV6tWrw9TUFLa2tujcuTMOHz4MT09PDBw4EC9fvhT7BQQEYOfOnfj777/LvQ8iYpgnIiKJO378OBo2bPhBY0yePBkhISFISkqCvb09evfurXAG/E1btmxBWFgY5syZg4SEBJiZmeHHH38s9z6HDx+O06dPY9OmTbh06RK6d+8Of3//YktRXrO3t4e5uTmOHj0KAHj69CkuXLiA7t27w9raWvwAcurUKRQUFIhhfuPGjdDW1sbgwYOLjTlu3DgUFhaK34SYmprizJkzuH37drmP512UlJQwatQo3L59G4mJieJ2Dw8PFBUV4ezZsxW+T6L/AoZ5IiKStNu3b8Pc3PyDxggJCUHHjh1hb2+P8PBw3L59Gzdu3Cix78KFCzFw4EAMHDgQDg4OmDVrFurWrVuu/WVmZmLt2rXYunUrWrZsidq1ayMkJAQtWrTA2rVrS32dj4+PePb++PHjsLe3h5GREVq1aiVuj4uLg42NDaysrAAA165dQ+3ataGqqlpsPHNzc+jq6orXBEyfPh36+vqwtraGg4MDgoODsWXLFsjl8nIdX2kcHR0BQOFCZU1NTejp6VXKBwii/wKGeSIikrS///4b6urqHzSGq6ur+LOZmRkA4MGDByX2TU1Nhaenp8K2pk2blmt/ly9fxsuXL2Fvbw9tbW3xER8fj/T09FJf5+3tjZMnT6KwsBBxcXHw9vYGAHh5eSmE+TfXywOAIAhlqsvMzAynT5/G5cuXMWrUKBQVFSEoKAj+/v4VEuhf1yGTyRS2a2ho4NmzZx88PtF/kUpVF0BERP9+urq6yMnJKbY9Ozu71LXwZVWjRg08efKk2P4AICcnp9h695L2Wa1aNfHn10HzQ8KrkpJSsQBdWFgo/pyXlwdlZWUkJiZCWVlZoZ+2tnap4/r4+CA/Px/nz5/H0aNHMX78eACvwvyAAQPw+PFjnD17VmFJjb29PU6cOIEXL14UOzt/79495Obmwt7eXmF7vXr1UK9ePXzzzTcYMmQIWrZsifj4+GIfEsorNTUVAGBjY6Ow/fHjxzAyMvqgsYn+q3hmnoiIKp2DgwMuXLhQbPuFCxeKBcnycnd3x9WrVxW21alTB0pKSgprswHg5s2byMnJ+aB9Ojk5FVvffebMGYXnRkZGyMrKEp+/fPkSKSkpCjW/fPkSDx48gJ2dncLD1NS01H3Xrl0bFhYW2LlzJ5KSkuDl5QUAqFmzJmrWrIn58+fjxYsXCqG7V69eyMvLw8qVK4uN9/3336NatWoIDAwsdZ+vlxDl5+eX2qcs5HI5Fi9eDBsbG7i7u4vb09PT8fz5c4VtRFR2PDNPRESVbujQoVi6dClGjhyJQYMGQU1NDXv27MHGjRuxa9euDxrbz88PoaGhePLkCQwMDAAAOjo6GDRoEMaNGwcVFRW4uLjgzp07mDhxIpo0aYJmzZq99/5GjRqF4OBgeHh4oHnz5tiwYQOuXLkCW1tbsU/r1q0xduxY7NmzB7Vr18YPP/ygcM97e3t79O3bF/3798f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Publication YearDomain_EnglishUT (Unique WOS ID)
652022Natural Sciences524
642022Miscellaneous41
632022Health Sciences368
622022Economic & Social Sciences106
612022Arts & Humanities4
............
42012Miscellaneous3
32012Health Sciences2
22012Economic & Social Sciences0
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02012Applied Sciences21
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" - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "group = ['Publication Year','Domain_English']\n", - "data = wos.groupby(group)[record_col].nunique().unstack(fill_value=0).stack().reset_index().rename(columns={0:record_col}).sort_values(ascending=False, by=group+[record_col])\n", - "data" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "151a7a8a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" 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81 \n172 Biology 43 \n.. ... ... \n4 Miscellaneous 3 \n3 Clinical Medicine 2 \n2 Information & Communication Technologies 14 \n1 Engineering 5 \n0 Agriculture, Fisheries & Forestry 2 \n\n[177 rows x 4 columns]", - "text/html": "
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Publication YearDomain_EnglishField_EnglishUT (Unique WOS ID)
1762022Natural SciencesPhysics & Astronomy205
1752022Natural SciencesMathematics & Statistics61
1742022Natural SciencesEarth & Environmental Sciences134
1732022Natural SciencesChemistry81
1722022Natural SciencesBiology43
...............
42012MiscellaneousMiscellaneous3
32012Health SciencesClinical Medicine2
22012Applied SciencesInformation & Communication Technologies14
12012Applied SciencesEngineering5
02012Applied SciencesAgriculture, Fisheries & Forestry2
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177 rows × 4 columns

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" - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "group = ['Publication Year',\"Domain_English\",'Field_English']\n", - "data = wos.groupby(group, as_index=False)[record_col].nunique().sort_values(ascending=False, by=group+[record_col])\n", - "data" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "756513b5", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "
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\n" 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\n" 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\n" 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\n" 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\n" 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for cat in sorted(data[group[-2]].unique()):\n", - " #data segment\n", - " sub_data = data[data[group[-2]]==cat]\n", - " sub_data = sub_data.complete({group[0]:range(int(data[group[0]].min()), int(data[group[0]].max()) + 1)}\n", - " ,group[-1],fill_value=0)\n", - " #plot\n", - " g=sns.lineplot(sub_data.sort_values(ascending=True, by=group[-1]),\n", - " y=record_col,x=group[0], hue=group[-1], marker=\"o\")\n", - " g.set(xticks=list(range(2012,2022+1,2)))\n", - " g.legend(title=None)\n", - " g.set_title(cat)\n", - " g.yaxis.set_major_locator(MaxNLocator(integer=True))\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "09a6de71", - "metadata": {}, - "source": [ - "## SubField" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "0397eb85", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": " Publication Year Domain_English \n774 2022 Natural Sciences \\\n773 2022 Natural Sciences \n772 2022 Natural Sciences \n771 2022 Natural Sciences \n770 2022 Natural Sciences \n.. ... ... \n4 2012 Applied Sciences \n3 2012 Applied Sciences \n2 2012 Applied Sciences \n1 2012 Applied Sciences \n0 2012 Applied Sciences \n\n Field_English \n774 Physics & Astronomy \\\n773 Physics & Astronomy \n772 Physics & Astronomy \n771 Physics & Astronomy \n770 Physics & Astronomy \n.. ... \n4 Information & Communication Technologies \n3 Engineering \n2 Engineering \n1 Engineering \n0 Agriculture, Fisheries & Forestry \n\n SubField_English UT (Unique WOS ID) \n774 Optics 56 \n773 Nuclear & Particle Physics 28 \n772 Mathematical Physics 2 \n771 General Physics 14 \n770 Fluids & Plasmas 21 \n.. ... ... \n4 Artificial Intelligence & Image Processing 10 \n3 Mechanical Engineering & Transports 1 \n2 Industrial Engineering & Automation 3 \n1 Geological & Geomatics Engineering 1 \n0 Food Science 2 \n\n[775 rows x 5 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Publication YearDomain_EnglishField_EnglishSubField_EnglishUT (Unique WOS ID)
7742022Natural SciencesPhysics & AstronomyOptics56
7732022Natural SciencesPhysics & AstronomyNuclear & Particle Physics28
7722022Natural SciencesPhysics & AstronomyMathematical Physics2
7712022Natural SciencesPhysics & AstronomyGeneral Physics14
7702022Natural SciencesPhysics & AstronomyFluids & Plasmas21
..................
42012Applied SciencesInformation & Communication TechnologiesArtificial Intelligence & Image Processing10
32012Applied SciencesEngineeringMechanical Engineering & Transports1
22012Applied SciencesEngineeringIndustrial Engineering & Automation3
12012Applied SciencesEngineeringGeological & Geomatics Engineering1
02012Applied SciencesAgriculture, Fisheries & ForestryFood Science2
\n

775 rows × 5 columns

\n
" - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "group = ['Publication Year',\"Domain_English\",'Field_English',\"SubField_English\"]\n", - "data = wos.groupby(group, as_index=False)[record_col].nunique().sort_values(ascending=False, by=group+[record_col])\n", - "data" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "846596cf", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" 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\n" 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\n" 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\n" 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\n" 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\n" 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\n" 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WFhAEQd/hEBERkRZEUcTLly9Rrly5Qn0gL5D9WSE9Pb1Qz0FEb2ZkZAQDAwOt6pb4JObhw4dwcXHRdxhERET0Fu7fv4/y5csXWvvp6emIjY2FWq0utHMQkfasra3h6Oj4xs6HEp/EWFhYAMj+JWhpaannaIiIiEgbSUlJcHFxkf6OFwZRFBEXFwcDAwO4uLgUeo8PEeVPFEWkpKTgyZMnAAAnJ6fX1i/xSUxOFmdpackkhoiIqJgpzKHgmZmZSElJQbly5WBqalpo5yEi7ZiYmAAAnjx5grJly752aBm/ciAiIqJSKSsrCwBgbGys50iIKEfOFwoZGRmvrcckhoiIiEo1LvxDVHRo+/PIJIaIiIiIiIoVJjFEREREVCQ0b94co0eP1ncYVAzoPYn5559/8Nlnn8HOzg4mJiaoUaMGzp07J5WLoogpU6bAyckJJiYmaN26NW7evKnHiImIiIj07+TJkzAwMED79u31HYrOwsPDIQgCEhISNPZv374dM2bM0E9QVKzoNYmJj4+Hr68vjIyM8Pvvv+PatWuYP38+bGxspDrz5s3DkiVLsHz5cpw+fRpmZmbw9/eHSqXSY+RERERE+rVy5UqMGjUKx44dw8OHD/UdToGwtbUt1GW1qeTQaxIzd+5cuLi4YNWqVWjQoAE8PDzw4YcfomLFigCye2EWLVqESZMmoVOnTvDx8cGaNWvw8OFD7Ny5U5+hExEREemNUqnEpk2bMGzYMLRv3x5hYWEa5bt370b9+vWhUChQpkwZdOnSRSpLS0tDSEgIXFxcIJfLUalSJaxcuVIqP3r0KBo0aAC5XA4nJydMmDABmZmZUrm7uzsWLVqkcb5atWohNDRUei0IAn7++Wd06dIFpqamqFy5Mnbt2gUAuHPnDlq0aAEAsLGxgSAICAoKApB7OJm7uztmz56N/v37w8LCAq6urvjpp580zn3ixAnUqlULCoUC9erVw86dOyEIAiIjI3W8q1Sc6DWJ2bVrF+rVq4cePXqgbNmyqF27NlasWCGVx8bG4tGjR2jdurW0z8rKCg0bNsTJkyfzbDMtLQ1JSUkaGxEREdGbiKKIlPRMvWyiKOoU6+bNm+Hl5YUqVargs88+wy+//CK1sXfvXnTp0gXt2rXDxYsXcfjwYTRo0EA6tm/fvtiwYQOWLFmCqKgo/PjjjzA3NweQPcy/Xbt2qF+/Pi5duoQffvgBK1euxMyZM3W+n9OmTUPPnj1x+fJltGvXDr1798aLFy/g4uKCbdu2AQCio6MRFxeHxYsX59vO/PnzUa9ePVy8eBHDhw/HsGHDEB0dDSD7oagdO3ZEjRo1cOHCBcyYMQMhISE6x0rFj14fdnn79m388MMPGDt2LL766iucPXsWwcHBMDY2RmBgIB49egQAcHBw0DjOwcFBKnvVnDlzMG3atEKPnYiIiEqW1IwsVJ1yQC/nvjbdH6bG2n8sW7lyJT777DMAQEBAABITE3H06FE0b94cs2bNwieffKLxeahmzZoAgBs3bmDz5s04ePCg9CVxhQoVpHrLli2Di4sLli5dCkEQ4OXlhYcPHyIkJARTpkyBTKb9999BQUH49NNPAQCzZ8/GkiVLcObMGQQEBMDW1hYAULZsWVhbW7+2nXbt2mH48OEAgJCQECxcuBBHjhxBlSpVsH79egiCgBUrVkChUKBq1ar4559/MGjQIK3jpOJJrz0xarUaderUwezZs1G7dm0MHjwYgwYNwvLly9+6zYkTJyIxMVHa7t+/X4ARExEREelXdHQ0zpw5IyUIhoaG+Pjjj6UhYZGRkWjVqlWex0ZGRsLAwAB+fn55lkdFRaFx48Yaz+rw9fWFUqnEgwcPdIrTx8dH+reZmRksLS3x5MkTndp4tR1BEODo6Ci1Ex0dDR8fHygUCqnOf3udqOTSa0+Mk5MTqlatqrHP29tb6mJ0dHQEADx+/BhOTk5SncePH6NWrVp5timXyyGXywsnYCIiIgIAqNOzIMgEqFWZkCkMIapFyIwN9B3WOzExMsC16f56O7e2Vq5ciczMTJQrV07aJ4oi5HI5li5dChMTk/zP85oybclkslzD3/J6urqRkZHGa0EQoFardT5fQbVDJYtekxhfX19pTGOOGzduwM3NDQDg4eEBR0dHHD58WEpakpKScPr0aQwbNux9h0tEREQAxAw1Xh69D+WJOIipmRBMDGHepBwsm7tAMNL70xvemiAIOg3p0ofMzEysWbMG8+fPx4cffqhR1rlzZ2zYsAE+Pj44fPgw+vXrl+v4GjVqQK1W4+jRoxpzjnPkfJksiqLUGxMREQELCwuUL18eAGBvb4+4uDjpmKSkJMTGxup0HcbGxgCArKwsnY57VZUqVfDrr78iLS1N+hL77Nmz79QmFQ96/U0zZswYnDp1CrNnz8atW7ewfv16/PTTTxgxYgSA7F8mo0ePxsyZM7Fr1y5cuXIFffv2Rbly5dC5c2d9hk5ERFQqqdOzkBR+Dy8P34eYmr1ilZiaiZeH7yEp/D7U6e/2oZReb8+ePYiPj8eAAQNQvXp1ja1bt25YuXIlpk6dig0bNmDq1KmIiorClStXMHfuXADZq30FBgaif//+2LlzJ2JjYxEeHo7NmzcDAIYPH4779+9j1KhRuH79On777TdMnToVY8eOlebDtGzZEmvXrsXx48dx5coVBAYGwsBAt144Nzc3CIKAPXv24OnTp1AqlW91P3r16gW1Wo3BgwcjKioKBw4cwLfffgsAGkPiqOTRaxJTv3597NixAxs2bED16tUxY8YMLFq0CL1795bqjB8/HqNGjcLgwYNRv359KJVK7N+/X2PsIxEREb0fgkyA8kRcnmXKEw8hyPjBsTCtXLkSrVu3hpWVVa6ybt264dy5c7C1tcWWLVuwa9cu1KpVCy1btsSZM2ekej/88AO6d++O4cOHw8vLC4MGDUJycjIAwNnZGfv27cOZM2dQs2ZNDB06FAMGDMCkSZOk4ydOnAg/Pz906NAB7du3R+fOnaXHY2jL2dkZ06ZNw4QJE+Dg4ICRI0e+1f2wtLTE7t27ERkZiVq1auHrr7/GlClTAICfFUs4QdR1Tb9iJikpCVZWVkhMTISlpaW+wyEiIirWspTpiJt5Ot9yp0mNYGBulG+5tt7H32+VSoXY2Fh4eHjwA28Jsm7dOvTr1w+JiYkFMgeI3i9tfy6L9sBPIiIiKlJkCkMIJobSULL/EkwMIVMU78n9VPysWbMGFSpUgLOzMy5duoSQkBD07NmTCUwJxySGiIiItCaqRZg3KYeXh+/lKjNvUg6iWgQHlNH79OjRI0yZMgWPHj2Ck5MTevTogVmzZuk7LCpkTGKIiIhIazJjA1g2dwFEEcqTJWt1Miqexo8fj/Hjx+s7DHrPmMQQERGRTtTpmTB2NofTxAYQ07Ok58QwgSGi94W/bYiIiEgnquvxeL42Cs9W/w0Dc2MIhrJi/6BLIipemMQQERGRTlTRLwAAcjeu+klE+sEkhoiIiLQmZqmhuhEPAFB42eo5GiIqrZjEEBERkdbS7yZBVGVBZmYI4/IW+g6HiEopJjFERESktdTr//bCeNpCkHExZSLSDyYxREREpDXV9ez5MBxKVrKFh4dDEAQkJCToOxSiPDGJISIiIq1kvlAh80kKIAMUnjb6DqfUCgoKgiAI0mZnZ4eAgABcvny5wM7RpEkTxMXFwcrKqsDaLGhPnz5F9+7dYWNjA0tLSzRv3hzR0dFvPC4nQbOxsYFKpdIoO3v2rHRfSTfvO/FlEkNERERayVmVzNjNEjITPmpOnwICAhAXF4e4uDgcPnwYhoaG6NChQ4G1b2xsDEdHxyL9YT4kJATnzp3Dnj17cPHiRYwYMUKn4y0sLLBjxw6NfStXroSrq2tBhkmFhEkMERERaSVnKJkJh5LpnVwuh6OjIxwdHVGrVi1MmDAB9+/fx9OnTwHk/a14ZGQkBEHAnTt3AAB3795Fx44dYWNjAzMzM1SrVg379u3L8/iwsDBYW1vjwIED8Pb2hrm5uZRI/dfPP/8Mb29vKBQKeHl5YdmyZVJZeno6Ro4cCScnJygUCri5uWHOnDkAAFEUERoaCldXV8jlcpQrVw7BwcGvvQcymQxNmjSBr68vKlasiB49eqBKlSpa38PAwED88ssv0uvU1FRs3LgRgYGBGvWeP3+OTz/9FM7OzjA1NUWNGjWwYcMGjTrNmzdHcHAwxo8fD1tbWzg6OiI0NFSjzoIFC1CjRg2YmZnBxcUFw4cPh1Kp1KizYsUKuLi4wNTUFF26dMGCBQtgbW2tUee3335DnTp1oFAoUKFCBUybNg2ZmZlSuSAI+PHHH9GhQweYmprC29sbJ0+exK1bt9C8eXOYmZmhSZMmiImJ0bndn3/+GV26dIGpqSkqV66MXbt2AQDu3LmDFi1aAABsbGwgCAKCgoLe/Ca8AyYxRERE9Ebq9CyoYhIAlOD5MKIIpCfrZxPFtw5bqVTi119/RaVKlWBnZ6f1cSNGjEBaWhqOHTuGK1euYO7cuTA3N8+3fkpKCr799lusXbsWx44dw7179zBu3DipfN26dZgyZQpmzZqFqKgozJ49G5MnT8bq1asBAEuWLMGuXbuwefNmREdHY926dXB3dwcAbNu2DQsXLsSPP/6ImzdvYufOnahRo8Zr4+/UqRO2bt2K/fv3a33N/9WnTx8cP34c9+7dk2Jwd3dHnTp1NOqpVCrUrVsXe/fuxdWrVzF48GD06dMHZ86c0ai3evVqmJmZ4fTp05g3bx6mT5+OgwcPSuUymQxLlizB33//jdWrV+PPP//E+PHjpfKIiAgMHToUn3/+OSIjI9GmTRvMmjVL4xzHjx9H37598fnnn+PatWv48ccfERYWlqvejBkz0LdvX0RGRsLLywu9evXCkCFDMHHiRJw7dw6iKGLkyJE6tztt2jT07NkTly9fRrt27dC7d2+8ePECLi4u2LZtGwAgOjoacXFxWLx4sa5viW7EEi4xMVEEICYmJuo7FCIiomIr5e9n4v2QY+LDb06LarW60M/3Pv5+p6amiteuXRNTU1Ozd6QpRXGqpX62NKXWcQcGBooGBgaimZmZaGZmJgIQnZycxPPnz0t1jhw5IgIQ4+PjpX0XL14UAYixsbGiKIpijRo1xNDQ0DzP8erxq1atEgGIt27dkup8//33ooODg/S6YsWK4vr16zXamTFjhti4cWNRFEVx1KhRYsuWLfP8/zN//nzR09NTTE9P1+oe/P3336K5ubk4Z84c0dnZWdy8ebNUdu7cORGA+PTp0zdeW+fOncVp06aJoiiKLVq0EBcvXizu2LFDfNNH5Pbt24tffPGF9NrPz0/84IMPNOrUr19fDAkJybeNLVu2iHZ2dtLrjz/+WGzfvr1Gnd69e4tWVlbS61atWomzZ8/WqLN27VrRyclJeg1AnDRpkvT65MmTIgBx5cqV0r4NGzaICoXindpVKpUiAPH3338XRTHv/3NvI9fPZT7YE0NERERvlDMfRuFlW6TnSZQWLVq0QGRkJCIjI3HmzBn4+/ujbdu2uHv3rtZtBAcHY+bMmfD19cXUqVPfuDCAqakpKlasKL12cnLCkydPAADJycmIiYnBgAEDYG5uLm0zZ86Uhi0FBQUhMjISVapUQXBwMP744w+prR49eiA1NRUVKlTAoEGDsGPHDo2hTK8KDQ1F27ZtMWHCBOzatQtDhw7F8uXLAQBXrlyBl5cXypQp88Z70L9/f4SFheH27ds4efIkevfunatOVlYWZsyYgRo1asDW1hbm5uY4cOCA1IOTw8fHR+P1f+8PABw6dAitWrWCs7MzLCws0KdPHzx//hwpKSkAsnswGjRooNHGq68vXbqE6dOna9zjQYMGIS4uTmrn1VgcHBwAQKNny8HBASqVCklJSW/drpmZGSwtLTWu8X3irDwiIiJ6LVEUS8fSykamwFcP9XduHZiZmaFSpUrS659//hlWVlZYsWIFZs6cCZks+3tq8T/D1DIyMjTaGDhwIPz9/bF371788ccfmDNnDubPn49Ro0blHaKRkcZrQRCk9nPmdqxYsQINGzbUqGdgYAAAqFOnDmJjY/H777/j0KFD6NmzJ1q3bo2tW7fCxcUF0dHROHToEA4ePIjhw4fjf//7H44ePZrrvABw+fJlae5KnTp1sGvXLvj7++PZs2fYv38/+vXr9+abCKBt27YYPHgwBgwYgI4dO+Y5HO9///sfFi9ejEWLFklzWkaPHo309PQ33h+1Wg0ge85Ihw4dMGzYMMyaNQu2trb466+/MGDAAKSnp8PUVLv3X6lUYtq0aejatWuuMoVCkWcsOV865LUvJ763affVa3zfmMQQERHRa2U8SkFWYjoEIxkUFYrukrvvTBAAYzN9R/FWBEGATCZDamoqAMDe3h4AEBcXBxub7OWwIyMjcx3n4uKCoUOHYujQoZg4cSJWrFiRbxLzOg4ODihXrhxu376dZ29GDktLS3z88cf4+OOP0b17dwQEBODFixewtbWFiYkJOnbsiI4dO2LEiBHw8vLClStXcs1RAQBnZ2ccP34cEydOBAD4+vpix44d6NChA2xtbTXme7yOoaEh+vbti3nz5uH333/Ps05ERAQ6deqEzz77DED2B/8bN26gatWqWp0DAM6fPw+1Wo358+dLCebmzZs16lSpUgVnz57V2Pfq6zp16iA6OlojgS0IBdGusbExgOyeq/eBSQwRERG9Vk4vjLyiNQQjAz1HQwCQlpaGR48eAQDi4+OxdOlSKJVKdOzYEQBQqVIluLi4IDQ0FLNmzcKNGzcwf/58jTZGjx6Ntm3bwtPTE/Hx8Thy5Ai8vb3fOqZp06YhODgYVlZWCAgIQFpaGs6dO4f4+HiMHTsWCxYsgJOTE2rXrg2ZTIYtW7bA0dER1tbWCAsLQ1ZWFho2bAhTU1P8+uuvMDExgZubW57n+vLLL9GuXTuMGDECw4YNQ0ZGBo4ePQpjY2M8ffoUu3fvxscff6xV3DNmzMCXX36Z76IIlStXxtatW3HixAnY2NhgwYIFePz4sU5JTKVKlZCRkYHvvvsOHTt2REREhDT8LceoUaPQrFkzLFiwAB07dsSff/6J33//XWP45pQpU9ChQwe4urqie/fukMlkuHTpEq5evYqZM2dqHc+rCqJdNzc3CIKAPXv2oF27djAxMXntQhHvinNiiIiI6LVKxVCyYmb//v1wcnKCk5MTGjZsiLNnz2LLli1o3rw5gOxhPxs2bMD169fh4+ODuXPn5vowmpWVhREjRsDb2xsBAQHw9PTUWBJZVwMHDsTPP/+MVatWoUaNGvDz80NYWBg8PDwAZD+XZd68eahXrx7q16+PO3fuYN++fZDJZLC2tsaKFSvg6+sLHx8fHDp0CLt37843sQgICMDhw4dx5coV+Pr6omXLloiOjsaZM2cwbdo0BAUF4cSJE1rFbWxsjDJlyuQ712vSpEmoU6cO/P390bx5czg6OqJz58463ZuaNWtiwYIFmDt3LqpXr45169ZJy0vn8PX1xfLly7FgwQLUrFkT+/fvx5gxYzSGc/n7+2PPnj34448/UL9+fTRq1AgLFy7MN9nTVkG06+zsjGnTpmHChAlwcHDQujfsbQmi+A5r+hUDSUlJsLKyQmJiIiwtLfUdDhERUbGSlZyBuJmnABFwnFAfhtaKNx9UAN7H32+VSoXY2Fh4eHhofFAkKioGDRqE69ev4/jx4/oO5b3R9ueSw8mIiIgoX2k34wERMHI0fW8JDFFp9e2336JNmzYwMzPD77//jtWrV79T71hJxiSGiIiI8pXKoWRE782ZM2cwb948vHz5EhUqVMCSJUswcOBAfYdVJDGJISIiojyJahFpN+IBMIkheh9eXbGM8seJ/URERJSn9HtJUKdkQjAxhLEL55USUdHBJIaIiIjypLr+by+Mpw0Eg7xXbiIi0gcmMURERJQn1fXnAAATDiUjoiKGSQwRERHlkpmgQsajFEAA5J42+g6HiEgDkxgiIiLKJWcombGrJQzMjPQcDRGRJiYxRERElIuKSysTURHGJIaIiIg0iBlZSItJAMAkhoq3sLAwWFtb6zsMKgRMYoiIiEiD6nYixAw1DKyMYeRoqu9wKA9BQUEQBCHXFhAQoO/QCl1QUBA6d+6sVd2PP/4YN27cKNyASC/4sEsiIiLS8N+hZILApZWLqoCAAKxatUpjn1wu11M0RU9GRgZMTExgYmKi71CoELAnhoiIiCSiKP5/ElOFQ8mKMrlcDkdHR43NxiZ7JbmEhAQMGTIEDg4OUCgUqF69Ovbs2SMdu23bNlSrVg1yuRzu7u6YP3++Rtvu7u6YPXs2+vfvDwsLC7i6uuKnn37SqHPlyhW0bNkSJiYmsLOzw+DBg6FUKqXynB6T2bNnw8HBAdbW1pg+fToyMzPx5ZdfwtbWFuXLl8+ViN2/fx89e/aEtbU1bG1t0alTJ9y5cwcAEBoaitWrV+O3336Tep/Cw8Nx584dCIKATZs2wc/PDwqFAuvWrctzONnu3btRv359KBQKlClTBl26dJHKli1bhsqVK0OhUMDBwQHdu3d/6/eHCheTGCIiIpJkPklBVnwaYChAXsla3+G8V6IoIiUjRS+bKIoFdh1qtRpt27ZFREQEfv31V1y7dg3ffPMNDAwMAADnz59Hz5498cknn+DKlSsIDQ3F5MmTERYWptHO/PnzUa9ePVy8eBHDhw/HsGHDEB0dDQBITk6Gv78/bGxscPbsWWzZsgWHDh3CyJEjNdr4888/8fDhQxw7dgwLFizA1KlT0aFDB9jY2OD06dMYOnQohgwZggcPHgDI7j3x9/eHhYUFjh8/joiICJibmyMgIADp6ekYN24cevbsiYCAAMTFxSEuLg5NmjSRzjdhwgR8/vnniIqKgr+/f657s3fvXnTp0gXt2rXDxYsXcfjwYTRo0AAAcO7cOQQHB2P69OmIjo7G/v370axZswJ7X6hgcTgZERERSXKWVpZXsIbM2EDP0bxfqZmpaLi+oV7OfbrXaZga6Tb/aM+ePTA3N9fY99VXX6FevXo4c+YMoqKi4OnpCQCoUKGCVGfBggVo1aoVJk+eDADw9PTEtWvX8L///Q9BQUFSvXbt2mH48OEAgJCQECxcuBBHjhxBlSpVsH79eqhUKqxZswZmZmYAgKVLl6Jjx46YO3cuHBwcAAC2trZYsmQJZDIZqlSpgnnz5iElJQVfffUVAGDixIn45ptv8Ndff+GTTz7Bpk2boFar8fPPP0tDGVetWgVra2uEh4fjww8/hImJCdLS0uDo6JjrnowePRpdu3bN957NmjULn3zyCaZNmybtq1mzJgDg3r17MDMzQ4cOHWBhYQE3NzfUrl1bi3eC9IE9MURERCRJ/XcomQlXJSvyWrRogcjISI1t6NChiIyMRPny5aUE5lVRUVHw9fXV2Ofr64ubN28iKytL2ufj4yP9WxAEODo64smTJ1IbNWvWlBKYnDbUarXUWwMA1apVg0z2/x83HRwcUKNGDem1gYEB7OzspHYvXbqEW7duwcLCAubm5jA3N4etrS1UKhViYmLeeE/q1av32vLIyEi0atUqz7I2bdrAzc0NFSpUQJ8+fbBu3TqkpKS88ZykH+yJISIiIgCAOjUT6XcTAZTOpZVNDE1wutdpvZ1bV2ZmZqhUqVLutgpoIruRkeZDTgVBgFqtfuc2XteuUqlE3bp1sW7dulxt2dvbv/F8/02q8vK6e2NhYYELFy4gPDwcf/zxB6ZMmYLQ0FCcPXuWyzQXQUxiiIiICACguhkPqAHDsiYwtFXoO5z3ThAEnYd0FUU+Pj548OABbty4kWdvjLe3NyIiIjT2RUREwNPTU5o38ybe3t4ICwtDcnKylDhERERIw8beVp06dbBp0yaULVsWlpaWedYxNjbW6DHShY+PDw4fPox+/frlWW5oaIjWrVujdevWmDp1KqytrfHnn3++doga6QeHkxEREREAQBX1/0srU9GXlpaGR48eaWzPnj2Dn58fmjVrhm7duuHgwYOIjY3F77//jv379wMAvvjiCxw+fBgzZszAjRs3sHr1aixduhTjxo3T+ty9e/eGQqFAYGAgrl69iiNHjmDUqFHo06ePNB/mbfTu3RtlypRBp06dcPz4ccTGxiI8PBzBwcHS5H93d3dcvnwZ0dHRePbsGTIyMrRuf+rUqdiwYQOmTp2KqKgoXLlyBXPnzgWQPcdoyZIliIyMxN27d7FmzRqo1ep3Ssqo8DCJISIiIohqEaobXFq5ONm/fz+cnJw0tg8++ABA9hLK9evXx6effoqqVati/PjxUu9FnTp1sHnzZmzcuBHVq1fHlClTMH36dI1J/W9iamqKAwcO4MWLF6hfvz66d++OVq1aYenSpe90Taampjh27BhcXV3RtWtXeHt7Y8CAAVCpVFLPzKBBg1ClShXUq1cP9vb2uXqVXqd58+bYsmULdu3ahVq1aqFly5Y4c+YMAMDa2hrbt29Hy5Yt4e3tjeXLl2PDhg2oVq3aO10TFQ5BLMg1/YqgpKQkWFlZITExMd9uSSIiotIu7V4Sni67BEFhgHKTG0Ew0O/3nO/j77dKpUJsbCw8PDygUJS+4XNERZG2P5fsiSEiIqL/f8Clp43eExgiojfhbykiIiL6/ySGQ8mIqBhgEkNERFTKZSWlIeNhMiAAiio2+g6HiOiNmMQQERGVcqrr8QAA4/IWMDA31nM0RERvptckJjQ0FIIgaGxeXl5SuUqlwogRI2BnZwdzc3N069YNjx8/1mPEREREJU/qdS6tTETFi957YqpVq4a4uDhp++uvv6SyMWPGYPfu3diyZQuOHj2Khw8f8mFDREREBUjMVCPtVnZPDJMYIiouDPUegKEhHB0dc+1PTEzEypUrsX79erRs2RIAsGrVKnh7e+PUqVNo1KjR+w6ViIioxEmLTYSYrobMwhhG5cz0HQ4RkVb03hNz8+ZNlCtXDhUqVEDv3r1x7949AMD58+eRkZGB1q1bS3W9vLzg6uqKkydP5tteWloakpKSNDYiIiLK2/+vSmYDQRD0HA0RkXb0msQ0bNgQYWFh2L9/P3744QfExsaiadOmePnyJR49egRjY2NYW1trHOPg4IBHjx7l2+acOXNgZWUlbS4uLoV8FURERMVXThJjwqFkRFSM6DWJadu2LXr06AEfHx/4+/tj3759SEhIwObNm9+6zYkTJyIxMVHa7t+/X4ARExERlRwZT1OQ+VwFGAiQV7bWdzhEuHPnDgRBQGRkpL5DoSJO78PJ/sva2hqenp64desWHB0dkZ6ejoSEBI06jx8/znMOTQ65XA5LS0uNjYiIiHLL6YWRe1hBJtf7NFnSQVBQUK4VXgVBQEBAgL5DeycuLi6Ii4tD9erV9R0KFXFFKolRKpWIiYmBk5MT6tatCyMjIxw+fFgqj46Oxr1799C4cWM9RklERFQyqLi0crEWEBCgscJrXFwcNmzYoO+w3omBgQEcHR1haMikml5Pr0nMuHHjcPToUdy5cwcnTpxAly5dYGBggE8//RRWVlYYMGAAxo4diyNHjuD8+fPo168fGjduzJXJiIiI3pFalYm02OzFb5jEFE9yuRyOjo4am42NDQAgISEBQ4YMgYODAxQKBapXr449e/ZIx27btg3VqlWDXC6Hu7s75s+fr9G2u7s7Zs+ejf79+8PCwgKurq746aefNOpcuXIFLVu2hImJCezs7DB48GAolUqpPCgoCJ07d8bs2bPh4OAAa2trTJ8+HZmZmfjyyy9ha2uL8uXLY9WqVdIxeQ0n+/vvv9GhQwdYWlrCwsICTZs2RUxMDAAgPDwcDRo0gJmZGaytreHr64u7d+8W2D2mokuvae6DBw/w6aef4vnz57C3t8cHH3yAU6dOwd7eHgCwcOFCyGQydOvWDWlpafD398eyZcv0GTIREVGJoLqZAKhFGJYxgVEZE32HUySIoggxNVUv5xZMTApsdTi1Wo22bdvi5cuX+PXXX1GxYkVcu3YNBgYGALJXgO3ZsydCQ0Px8ccf48SJExg+fDjs7OwQFBQktTN//nzMmDEDX331FbZu3Yphw4bBz88PVapUQXJyMvz9/dG4cWOcPXsWT548wcCBAzFy5EiEhYVJbfz5558oX748jh07hoiICAwYMAAnTpxAs2bNcPr0aWzatAlDhgxBmzZtUL58+VzX8s8//6BZs2Zo3rw5/vzzT1haWiIiIgKZmZnIzMxE586dMWjQIGzYsAHp6ek4c+YMV9krJQRRFEV9B1GYkpKSYGVlhcTERM6PISIi+teLLTeQcv4xzD9whnWHCvoOJ5f38fdbpVIhNjYWHh4eUCgUUKekILpO3UI515tUuXAeMlNTresHBQXh119/hUKh0Nj/1VdfoV69emjbti2ioqLg6emZ69jevXvj6dOn+OOPP6R948ePx969e/H3338DyO6Jadq0KdauXQsgO8FzdHTEtGnTMHToUKxYsQIhISG4f/8+zMyyny+0b98+dOzYEQ8fPoSDgwOCgoIQHh6O27dvQybLHvzj5eWFsmXL4tixYwCArKwsWFlZ4eeff8Ynn3yCO3fuwMPDAxcvXkStWrXw1VdfYePGjYiOjoaRkZHGdbx48QJ2dnYIDw+Hn5+f1veOirZXfy7zU6TmxBAREVHhE9UiVNE582Fs9BwNva0WLVogMjJSYxs6dCgiIyNRvnz5PBMYAIiKioKvr6/GPl9fX9y8eRNZWVnSPh8fH+nfgiDA0dERT548kdqoWbOmlMDktKFWqxEdHS3tq1atmpTAANmPyqhRo4b02sDAAHZ2dlK7r4qMjETTpk1zJTAAYGtri6CgIPj7+6Njx45YvHgx4uLi8myHSh7OmiIiIiplMh4qoVZmQJAbQO5upe9wigzBxARVLpzX27l1ZWZmhkqVKuXab/IWbeXl1cRBEASo1ep3bkOXdt90LatWrUJwcDD279+PTZs2YdKkSTh48CDnT5cCTGKIiIhKGWlVskrWEAw5KCOHIAgQdBjSVVT5+PjgwYMHuHHjRp69Md7e3oiIiNDYFxERAU9PT2nezJt4e3sjLCwMycnJUm9MREQEZDIZqlSp8u4X8S8fHx+sXr0aGRkZefbGAEDt2rVRu3ZtTJw4EY0bN8b69euZxJQC/M1FRERUyqRyaeUSIS0tDY8ePdLYnj17Bj8/PzRr1gzdunXDwYMHERsbi99//x379+8HAHzxxRc4fPgwZsyYgRs3bmD16tVYunQpxo0bp/W5e/fuDYVCgcDAQFy9ehVHjhzBqFGj0KdPHzg4OBTYNY4cORJJSUn45JNPcO7cOdy8eRNr165FdHQ0YmNjMXHiRJw8eRJ3797FH3/8gZs3b8Lb27vAzk9FF5MYIiKiUiTrZToyHmQvg8skpnjbv38/nJycNLYPPvgAQPYSyvXr18enn36KqlWrYvz48dJ8lzp16mDz5s3YuHEjqlevjilTpmD69OkaK5O9iampKQ4cOIAXL16gfv366N69O1q1aoWlS5cW6DXa2dnhzz//hFKphJ+fH+rWrYsVK1bAyMgIpqamuH79Orp16wZPT08MHjwYI0aMwJAhQwo0BiqauDoZERFRKZJ87jHit96AkbM5HEbV1nc4+dLH6mREpH9cnYyIiIhy+f9VydgLQ0TFF5MYIiKiUkLMVEN1Ix4AYMIkhoiKMSYxREREpUTanSSIaVmQmRvByNlc3+EQEb01JjFERESlhLS0sqcNBJmg52iIiN4ekxgiIqJSgvNhiKikYBJDRERUCmQ+T0Xm01RAJkDhaaPvcIiI3gmTGCIiolIg5wGXcndLyBSGeo6GiOjdMIkhIiIqBaT5MBxKRkQlAJMYIiKiEk6dloW024kAmMQQUcnAJIaIiKiES7uVAGSJMLBVwNDeRN/hUCFq3rw5Ro8ere8wiAodB8USERGVcDmrkpl42UIQuLRySRAUFITVq1fn2n/69Gl4e3vrISKi94tJDBERUQkmiiLnw5RQAQEBWLVqlcY+e3t7GBgY6CkioveHw8mIiIhKsIy4ZGQlpUMwkkHuYaXvcKgAyeVyODo6amytWrXSGE7m7u6O2bNno3///rCwsICrqyt++uknjXZCQkLg6ekJU1NTVKhQAZMnT0ZGRoZUHhoailq1amHt2rVwd3eHlZUVPvnkE7x8+VKqo1arMW/ePFSqVAlyuRyurq6YNWuWVH7//n307NkT1tbWsLW1RadOnXDnzp1CuzdU8jGJISIiKsFyemHklawhGPHP/uuIooiMtCy9bKIoFtp1zZ8/H/Xq1cPFixcxfPhwDBs2DNHR0VK5hYUFwsLCcO3aNSxevBgrVqzAwoULNdqIiYnBzp07sWfPHuzZswdHjx7FN998I5VPnDgR33zzDSZPnoxr165h/fr1cHBwAABkZGTA398fFhYWOH78OCIiImBubo6AgACkp6cX2nVTycbhZERERCUYh5JpLzNdjZ8+P6qXcw9e7AcjuW7DwPbs2QNzc3Ppddu2bfOs165dOwwfPhxAdq/LwoULceTIEVSpUgUAMGnSJKmuu7s7xo0bh40bN2L8+PHSfrVajbCwMFhYWAAA+vTpg8OHD2PWrFl4+fIlFi9ejKVLlyIwMBAAULFiRXzwwQcAgE2bNkGtVuPnn3+W5mStWrUK1tbWCA8Px4cffqjTdRMBTGKIiIhKrCxlOtLvZw/5YRJT8rRo0QI//PCD9NrMzAyffvpprno+Pj7SvwVBgKOjI548eSLt27RpE5YsWYKYmBgolUpkZmbC0tJSow13d3cpgQEAJycnqY2oqCikpaWhVatWecZ56dIl3Lp1S+N4AFCpVIiJidHhion+H5MYIiKiEkp1Ix4QASMnMxhayfUdTpFnaCzD4MV+eju3rszMzFCpUqU31jMyMtJ4LQgC1Go1AODkyZPo3bs3pk2bBn9/f1hZWWHjxo2YP3++1m2YmLx+2W6lUom6deti3bp1ucrs7e3fGD9RXpjEEBERlVAcSqYbQRB0HtJV3J04cQJubm74+uuvpX13797VqY3KlSvDxMQEhw8fxsCBA3OV16lTB5s2bULZsmVz9fAQvS3O8CMiIiqBxCwRqhsJAJjEUP4qV66Me/fuYePGjYiJicGSJUuwY8cOndpQKBQICQnB+PHjsWbNGsTExODUqVNYuXIlAKB3794oU6YMOnXqhOPHjyM2Nhbh4eEIDg7GgwcPCuOyqBRgEkNERFQCpd9NgqjKhMzUEMYuFm8+gEqljz76CGPGjMHIkSNRq1YtnDhxApMnT9a5ncmTJ+OLL77AlClT4O3tjY8//liaM2Nqaopjx47B1dUVXbt2hbe3NwYMGACVSsWeGXprgliYa/oVAUlJSbCyskJiYiJ/UIiIqNRI+D0WyqMPYFrLHrafeOk7HJ29j7/fKpUKsbGx8PDwgEKhKJRzEJFutP25ZE8MERFRCcT5MERUkjGJISIiKmEy41XIfJwCyACFp42+wyEiKnBMYoiIiEqYnF4YY1dLyEyN3lCbiKj4YRJDRERUwnAoGRGVdExiiIiIShB1ehZUMYkAABMmMURUQjGJISIiKkHSbicCmWoYWMth6GCq73CIiAoFkxgiIqIS5L9DyQRB0HM0RESFg0kMERFRCSGKIlRRnA9DRCUfkxgiIqISIvNxCrIS0wBDGeQVrPQdDhFRoWESQ0REVEKk5gwlq2gFmbGBnqOhok4QBOzcubNYnDs0NBS1atUqtHhyNG/eHKNHjy4y7VD+mMQQERGVEFxauXQICgpC586d9R2GhvDwcAiCgISEBK3qx8XFoW3btgV2/jt37kAQBGmztbWFn58fjh8/XmDnyEt+1719+3bMmDGjUM9d2jGJISIiKgHUKRlIv5sEgEkMFV3p6ekAAEdHR8jl8gJv/9ChQ4iLi8OxY8dQrlw5dOjQAY8fPy7w87yJra0tLCws3vt5SxMmMURERCWA6kY8IAKGDqYwtFHoOxx6j5o3b47g4GCMHz8etra2cHR0RGhoqEadmzdvolmzZlAoFKhatSoOHjyoUZ5Xj0JkZCQEQcCdO3cAAHfv3kXHjh1hY2MDMzMzVKtWDfv27cOdO3fQokULAICNjQ0EQUBQUJAU28iRIzF69GiUKVMG/v7+AHIPJwsJCYGnpydMTU1RoUIFTJ48GRkZGTrfCzs7Ozg6OqJ69er46quvkJSUhNOnT0vlV69eRdu2bWFubg4HBwf06dMHz549y7e9tWvXol69erCwsICjoyN69eqFJ0+eAMAbr/u/w8ni4+PRt29f2NjYwNTUFG3btsXNmzel8rCwMFhbW+PAgQPw9vaGubk5AgICEBcXJ9UJDw9HgwYNYGZmBmtra/j6+uLu3bs636OSgkkMERFRCcChZO9OFEVkqFR62URRfKfYV69eDTMzM5w+fRrz5s3D9OnTpURFrVaja9euMDY2xunTp7F8+XKEhITofI4RI0YgLS0Nx44dw5UrVzB37lyYm5vDxcUF27ZtAwBER0cjLi4Oixcv1ojN2NgYERERWL58eZ5tW1hYICwsDNeuXcPixYuxYsUKLFy48C3uRLbU1FSsWbMGAGBsbAwASEhIQMuWLVG7dm2cO3cO+/fvx+PHj9GzZ89828nIyMCMGTNw6dIl7Ny5E3fu3JESlTdd938FBQXh3Llz2LVrF06ePAlRFNGuXTuNRC0lJQXffvst1q5di2PHjuHevXsYN24cACAzMxOdO3eGn58fLl++jJMnT2Lw4MGlehl1Q30HQERERO9GVIvZPTEATKowiXlbmWlpWBLYXS/nDl69FUaKt+9B8/HxwdSpUwEAlStXxtKlS3H48GG0adMGhw4dwvXr13HgwAGUK1cOADB79myd56Tcu3cP3bp1Q40aNQAAFSpUkMpsbbP/35UtWxbW1tYax1WuXBnz5s17bduTJk2S/u3u7o5x48Zh48aNGD9+vE4xNmnSBDKZDCkpKRBFEXXr1kWrVq0AAEuXLkXt2rUxe/Zsqf4vv/wCFxcX3LhxA56enrna69+/v/TvChUqYMmSJahfvz6USiXMzc1fe905bt68iV27diEiIgJNmjQBAKxbtw4uLi7YuXMnevToASA7YVq+fDkqVqwIABg5ciSmT58OAEhKSkJiYiI6dOgglXt7e+t0b0oanZOYtLQ0nD59Gnfv3kVKSgrs7e1Ru3ZteHh4FEZ8RERE9Abp919CnZIJQWEIYzdLfYdDeuDj46Px2snJSRr2FBUVBRcXFymBAYDGjRvrfI7g4GAMGzYMf/zxB1q3bo1u3brlOm9e6tat+8Y6mzZtwpIlSxATEwOlUonMzExYWur+f3nTpk3w8vLC1atXMX78eISFhcHIyAgAcOnSJRw5cgTm5ua5jouJickziTl//jxCQ0Nx6dIlxMfHQ61WA8hO6KpWrapVTFFRUTA0NETDhg2lfXZ2dqhSpQqioqKkfaamplKCAmi+h7a2tggKCoK/vz/atGmD1q1bo2fPnnByctIqhpJI6yQmIiICixcvxu7du5GRkQErKyuYmJjgxYsXSEtLQ4UKFTB48GAMHTqUE5mIiIjeI2koWRUbCAald3jJuzKUyxG8eqvezv0ucj6o5xAEQfrArQ2ZLHuGwX+Htb06J2XgwIHw9/fH3r178ccff2DOnDmYP38+Ro0a9dq2zczMXlt+8uRJ9O7dG9OmTYO/vz+srKywceNGzJ8/X+v4c7i4uKBy5cqoXLkyMjMz0aVLF1y9ehVyuRxKpRIdO3bE3Llzcx2XVzKQnJwMf39/+Pv7Y926dbC3t8e9e/fg7+8vLVBQkPJ6D//7fqxatQrBwcHYv38/Nm3ahEmTJuHgwYNo1KhRgcdSHGg1J+ajjz7Cxx9/DHd3d/zxxx94+fIlnj9/jgcPHiAlJQU3b97EpEmTcPjwYXh6euaaLEZERESFh/NhCoYgCDBSKPSyFebcBm9vb9y/f19jkvipU6c06tjb2wOARp3IyMhcbbm4uGDo0KHYvn07vvjiC6xYsQLA/887ycrK0jm+EydOwM3NDV9//TXq1auHypUrF8iE9e7du8PQ0BDLli0DANSpUwd///033N3dUalSJY0tr0Tr+vXreP78Ob755hs0bdoUXl5eUs9IDm2u29vbG5mZmRoLDDx//hzR0dFa9+bkqF27NiZOnIgTJ06gevXqWL9+vU7HlyRaJTHt27dHbGws5s2bh6ZNm8LExESjvEKFCggMDMT+/ftx+PBhKZsnIiKiwpWZmIaMuGRAABSeNvoOh4qg1q1bw9PTE4GBgbh06RKOHz+Or7/+WqNOpUqV4OLigtDQUNy8eRN79+7N1RMyevRoHDhwALGxsbhw4QKOHDkizctwc3ODIAjYs2cPnj59CqVSqXV8lStXxr1797Bx40bExMRgyZIl2LFjxztftyAICA4OxjfffIOUlBSMGDECL168wKeffoqzZ88iJiYGBw4cQL9+/fJMQlxdXWFsbIzvvvsOt2/fxq5du3I9+0Wb665cuTI6deqEQYMG4a+//sKlS5fw2WefwdnZGZ06ddLqWmJjYzFx4kScPHkSd+/exR9//IGbN2+W6nkxWmUbQ4YMydXFlZ+qVatKE6h08c0330AQBI3l6FQqFUaMGAE7OzuYm5ujW7duelnrm4iIqKjK6YUxdrGAgZl2f6updJHJZNixYwdSU1PRoEEDDBw4ELNmzdKoY2RkhA0bNuD69evw8fHB3LlzMXPmTI06WVlZGDFiBLy9vREQEABPT0+pl8PZ2RnTpk3DhAkT4ODggJEjR2od30cffYQxY8Zg5MiRqFWrFk6cOIHJkye/+4UDCAwMREZGBpYuXYpy5cohIiICWVlZ+PDDD1GjRg2MHj0a1tbWeX4Bb29vj7CwMGzZsgVVq1bFN998g2+//VajjrbXvWrVKtStWxcdOnRA48aNIYoi9u3bp/Xna1NTU1y/fh3dunWDp6cnBg8ejBEjRmDIkCG635QSQhB1XNNPFEWcP39eejKqh4cHateu/U7doGfPnkXPnj1haWmJFi1aYNGiRQCAYcOGYe/evQgLC4OVlRVGjhwJmUyGiIgIrdtOSkqClZUVEhMT32qCGBERUVH2bPXfUEW9gOWHbrBs6arvcArM+/j7rVKpEBsbCw8PDyjeYWUwIio42v5c6rQ62ZEjRzBgwADcvXtXmmiUk8j88ssvaNasmc6BKpVK9O7dGytWrNDI+BMTE7Fy5UqsX78eLVu2BJCdxXp7e+PUqVOldhITERFRDjFDjbRbCQA4H4aIShetJ6/cunULHTp0gLu7O7Zv346oqChcu3YNW7ZsQfny5dGuXTvcvn1b5wBGjBiB9u3bo3Xr1hr7z58/j4yMDI39Xl5ecHV1xcmTJ/NtLy0tDUlJSRobERFRSZR2OwFihhoGlsYwcnr9ClBERCWJ1j0xixYtQqNGjXD48GGN/V5eXujSpQtat26NhQsX4rvvvtP65Bs3bsSFCxdw9uzZXGWPHj2CsbFxrgcHOTg44NGjR/m2OWfOHEybNk3rGIiIiIqr1P+sSlaan9xNRKWP1j0x4eHhGpPu/ytnQv6RI0e0PvH9+/fx+eefY926dQU6DnXixIlITEyUtvv37xdY20REREWFKIpQRccDABRVOJSMiEoXrZOYe/fuoUaNGvmWV69eXac1vc+fP48nT56gTp06MDQ0hKGhIY4ePYolS5bA0NAQDg4OSE9PR0JCgsZxjx8/hqOjY77tyuVyWFpaamxEREQlTebTVGS9UAEGAuSVrPUdDhHRe6X1cDKlUglTU9N8y01NTZGSkqL1iVu1aoUrV65o7OvXrx+8vLwQEhICFxcXGBkZ4fDhw+jWrRsAIDo6Gvfu3UPjxo21Pg8REVFJlLO0sryCFWRyAz1HQ0T0fum0Otm1a9fynY/y7NkznU5sYWGB6tWra+wzMzODnZ2dtH/AgAEYO3YsbG1tYWlpiVGjRqFx48ZcmYyIiEo91X/mwxARlTY6JTGtWrVCXo+VEQQBoigW+KTChQsXQiaToVu3bkhLS4O/v7/0UCUiIqLSSq3KRNqd7NU3TZjEEFEppHUSExsbW5hxAMhePOC/FAoFvv/+e3z//feFfm4iIqLiQnUjHlCLMLQ3gaGdib7DISJ677ROYtzc3AozDiIiItISh5JRYXN3d8fo0aPzXZn2TcLCwjB69OhcCzRR8da8eXPUqlULixYt0nco2q9OdvnyZa02IiIiKjyiWszuiQGTmNIqKCgInTt3LtRznD17FoMHD9aqrru7e64PtR9//DFu3LhRCJFlS01NxcCBA2Fvbw9zc3M0aNAAJ06ceO0xoaGhEAThtVtJExYWluuZi9oIDw+HIAi5ktDt27djxowZBRPcO9K6J6ZWrVrS3Jf8CIKArKysAgmMiIiIcsv4Rwm1MgOC3ABydz5GgAqHvb39Ox1vYmICE5PCG+r4v//9D1u3bsWmTZvg6emJq1evwtDw9R9rx40bh6FDh0qv69evj8GDB2PQoEF51k9PT4exsXGBxv0+ZWRkFHibtrZF54sTrXtiYmNjcfv2bcTGxua73b59uzBjJSIiKvVSo54DABSeNhAMtP4zTloQRRHq9Cy9bK/7klhXR48eRYMGDSCXy+Hk5IQJEyYgMzNTKn/58iV69+4NMzMzODk5YeHChWjevLnG0LH/9q6IoojQ0FC4urpCLpejXLlyCA4OBpA9vOju3bsYM2aMRm9GXj0Au3fvRv369aFQKFCmTBl06dJFKlu2bBkqV64MhUIBBwcHdO/e/bXXKJPJULVqVfj7+8PDwwMdO3ZEgwYNXnuMubk5HB0dpc3AwAAWFhbS608++QQjR47E6NGjUaZMGfj7+wMAFixYgBo1asDMzAwuLi4YPnw4lEql1G7OtR44cADe3t4wNzdHQEAA4uLipDrh4eFo0KABzMzMYG1tDV9fX+n5iqGhoahVqxZ+/PFHuLi4wNTUFD179kRiYqJ0vFqtxvTp01G+fHnI5XLUqlUL+/fvl8rv3LkDQRCwadMm+Pn5QaFQYN26dejXrx8SExOl9yY0NBQAsHbtWtSrV0+6/l69euHJkydSWy1atAAA2NjYQBAEBAUFSe/3f/+fxMfHo2/fvrCxsYGpqSnatm2Lmzdv6nRv3hbnxBARERUjquh/h5JVKTrfiJYUYoYaD6e8fkhSYSk3vQkE43d/3s8///yDdu3aISgoCGvWrMH169cxaNAgKBQK6QPs2LFjERERgV27dsHBwQFTpkzBhQsXUKtWrTzb3LZtGxYuXIiNGzeiWrVqePToES5dugQge3hRzZo1X9ujAQB79+5Fly5d8PXXX2PNmjVIT0/Hvn37AADnzp1DcHAw1q5diyZNmuDFixc4fvz4a6+zY8eOmDp1KlauXIkBAwbofqPysXr1agwbNgwRERHSPplMhiVLlsDDwwO3b9/G8OHDMX78eI0Vc1NSUvDtt99i7dq1kMlk+OyzzzBu3DisW7cOmZmZ6Ny5MwYNGoQNGzYgPT0dZ86c0Ri+duvWLWzevBm7d+9GUlISBgwYgOHDh2PdunUAgMWLF2P+/Pn48ccfUbt2bfzyyy/46KOP8Pfff6Ny5cpSOxMmTMD8+fNRu3ZtyGQyLFq0CFOmTEF0dDSA7EQOyO6lmTFjBqpUqYInT55g7NixCAoKwr59++Di4oJt27ahW7duiI6OhqWlZb69akFBQbh58yZ27doFS0tLhISEoF27drh27RqMjIzeeG/ehU5LLBMREZH+ZCWlI+Of7G+AFVVs9BwNFUXLli2Di4sLli5dCkEQ4OXlhYcPHyIkJARTpkxBcnIyVq9ejfXr16NVq1YAgFWrVqFcuXL5tnnv3j04OjqidevWMDIygqurq9TrYWtrq9GjkZ9Zs2bhk08+wbRp06R9NWvWlNo3MzNDhw4dYGFhATc3N9SuXTvfth4/foyAgACEhIRg7ty5UCqV+PzzzwEAz58/R5kyZXD27FnUq1dP+xv3r8qVK2PevHka+17toZo5cyaGDh2qkcRkZGRg+fLlqFixIgBg5MiRmD59OgAgKSkJiYmJ6NChg1Tu7e2tcQ6VSoU1a9bA2dkZAPDdd9+hffv2mD9/PhwdHfHtt98iJCQEn3zyCQBg7ty5OHLkCBYtWqSxiu/o0aPRtWtX6bWVlRUEQcj13vTv31/6d4UKFbBkyRLUr18fSqUS5ubm0rCxsmXL5junJid5iYiIQJMmTQAA69atg4uLC3bu3IkePXq88d68CyYxRERExYQqOntVMqPy5jCwKL5j9YsqwUiGctOb6O3cBSEqKgqNGzfW+Jbf19cXSqUSDx48QHx8PDIyMjSGXllZWaFKlSr5ttmjRw8sWrQIFSpUQEBAANq1a4eOHTu+cQ7Kf0VGRubbU9OmTRu4ublJ7QcEBKBLly4wNTXNs/78+fPh6uqK2bNnY8iQIWjatCmePn2KmTNn4sqVK7CwsJASJF3VrVs3175Dhw5hzpw5uH79OpKSkpCZmQmVSoWUlBQpRlNTU+lDOgA4OTlJw7NsbW0RFBQEf39/tGnTBq1bt0bPnj3h5OQk1Xd1dZUSGABo3Lgx1Go1oqOjYWpqiocPH8LX11cjLl9fX6lHLIe2idv58+cRGhqKS5cuIT4+Hmq1GkB2Qlm1alWt2oiKioKhoSEaNmwo7bOzs0OVKlUQFRUl7XvdvXkXHExLRERUTKT+u7QyH3BZOARBgMzYQC9bUV4Zy8XFBdHR0Vi2bBlMTEwwfPhwNGvWTKeJ46+b5G9hYYELFy5gw4YNcHJywpQpU1CzZs18l2e+fPmyNPTNzc0Nhw4dwooVKzBkyBD8+OOP+Oyzz6ShTLoyMzPTeH3nzh106NABPj4+2LZtG86fPy/1fKSnp0v1Xj3fq4thrVq1CidPnkSTJk2kxQhOnTr1VjHqEn9ekpOT4e/vD0tLS6xbtw5nz57Fjh07AGheU0F50715W0xiiIiIigExU420mwkAuLQy5c/b2xsnT57U+JAYEREBCwsLlC9fHhUqVICRkRHOnj0rlScmJr5xOWQTExN07NgRS5YsQXh4OE6ePIkrV64AAIyNjd+4Oq2Pjw8OHz6cb7mhoSFat26NefPm4fLly7hz5w7+/PPPPOs6OzvjxIkT0jk9PT3xxx9/YPPmzdixYwcmT5782lh0cf78eajVasyfPx+NGjWCp6cnHj58+FZt1a5dGxMnTsSJEydQvXp1rF+/Xiq7d++eRrunTp2CTCZDlSpVYGlpiXLlymnM0wGy39c39Zrk9d5cv34dz58/xzfffIOmTZvCy8srV89Izqpsr3tfvb29kZmZidOnT0v7nj9/jujoaK17c97FOycxR48exb59+xAfH18Q8RAREVEe0mITIaZnQWZuBKNy5voOh/QsMTERkZGRGtv9+/cxfPhw3L9/H6NGjcL169fx22+/YerUqRg7dixkMhksLCwQGBiIL7/8EkeOHMHff/+NAQMGQCaT5dsbFBYWhpUrV+Lq1au4ffs2fv31V5iYmEiLPrm7u+PYsWP4559/8OzZszzbmDp1KjZs2ICpU6ciKioKV65cwdy5cwEAe/bswZIlSxAZGYm7d+9izZo1UKvV+Q5xCw4Oxq1bt/DJJ5/gwoUL+Pvvv3Ho0CFpBba1a9e+6+2VVKpUCRkZGfjuu+9w+/ZtrF27FsuXL9epjdjYWEycOBEnT57E3bt38ccff+DmzZsa82IUCgUCAwNx6dIlHD9+HMHBwejZs6c0l+XLL7/E3LlzsWnTJkRHR2PChAmIjIyU5gLlx93dHUqlEocPH8azZ8+QkpICV1dXGBsbS9e0a9euXM9+cXNzgyAI2LNnD54+faqxGluOypUro1OnThg0aBD++usvXLp0CZ999hmcnZ3RqVMnne7RWxG19M0334iTJk2SXqvVatHf318UBEEUBEF0cHAQr169qm1z701iYqIIQExMTNR3KERERG8tftct8X7IMfH55mh9h/JevI+/36mpqeK1a9fE1NTUQjtHYQgMDBQB5NoGDBggiqIohoeHi/Xr1xeNjY1FR0dHMSQkRMzIyJCOT0pKEnv16iWampqKjo6O4oIFC8QGDRqIEyZMkOq4ubmJCxcuFEVRFHfs2CE2bNhQtLS0FM3MzMRGjRqJhw4dkuqePHlS9PHxEeVyuZjz0XLVqlWilZWVRtzbtm0Ta9WqJRobG4tlypQRu3btKoqiKB4/flz08/MTbWxsRBMTE9HHx0fctGnTa+/BxYsXxYCAANHW1lY0NzcXAwICxJMnT4pr164VZTKZuHXr1jfex/9eoyiKop+fn/j555/nqrdgwQLRyclJNDExEf39/cU1a9aIAMT4+Ph8r3XHjh3SvXj06JHYuXNn0cnJSTQ2Nhbd3NzEKVOmiFlZWaIoiuLUqVPFmjVrisuWLRPLlSsnKhQKsXv37uKLFy+k9rKyssTQ0FDR2dlZNDIyEmvWrCn+/vvvUnlsbKwIQLx48WKu+IcOHSra2dmJAMSpU6eKoiiK69evF93d3UW5XC42btxY3LVrV67jp0+fLjo6OoqCIIiBgYF53qMXL16Iffr0Ea2srKT7c+PGDan8TfcmL9r+XAqiqN2gtDp16iAkJAQff/wxAGDLli0IDAzEwYMH4e3tjb59+8LU1BSbN28u4DTr3SQlJcHKygqJiYmwtORDwYiIqHh69O05ZD5LhW1vb5jWKKPvcArd+/j7rVKpEBsbCw8PDygUikI5R3GQnJwMZ2dnzJ8/v0CXKybthIaGYufOnYiMjNR3KEWCtj+XWi8rERsbCx8fH+n1vn370L17d2mlhEmTJklLqREREVHByXiWisxnqYCBAEVla32HQ8XcxYsXcf36dTRo0ACJiYnScrfvZQgQUQHRek5MZmYm5HK59DpnhYUc5cqVy3ccJBEREb091b+rksk9rCBT8OkI9O6+/fZb1KxZE61bt0ZycjKOHz+OMmVKfg8flRxa/yasWLEijh07hgoVKuDevXu4ceMGmjVrJpU/ePAAdnZ2hRIkERFRaZaTxCiqcFUyene1a9fG+fPn9R0G/Ss0NBShoaH6DqPY0TqJGTFiBEaOHInjx4/j1KlTaNy4scbyaX/++edrn65KREREulOnZSItNhEAoPCy0XM0RERFg9ZJzKBBg2BgYIDdu3ejWbNmmDp1qkb5w4cP0b9//wIPkIiIqDRLu5kAZIkwtFPAyD7vJ5gTEZU2Og2s7d+/f76JyrJlywokICIiIvp/qTlDyfiASyIiic6zA//55x9s27ZNerJrlSpV0LVrVzg7Oxd4cERERKWZqBahimYSQ0T0Kp2SmGXLlmHs2LFIT0+X1mxPSkrCl19+iQULFmD48OGFEiQREVFplPFQCfXLDAjGMsg9rPQdDhFRkaH1Est79+5FcHAwRo4ciX/++QcJCQlISEjAP//8g+HDh+Pzzz/Hvn37CjNWIiKiUkVaWrmSDQRDrf9kExWIsLAwWFtbF3i7zZs3x+jRowu8XSpdtP6N+L///Q8TJkzAt99+CycnJ2m/k5MTFixYgJCQEMybN69QgiQiIiqNUqPjAQAmHEpGrwgKCoIgCBg6dGiushEjRkAQBAQFBb3/wP4jPDwcgiAgISFBY//27dsxY8YM/QRFJYbWScyFCxfQp0+ffMv79OmDCxcuFEhQREREpV2WMh0ZD14C4NLKlDcXFxds3LgRqamp0j6VSoX169fD1dX1ndrOyMh41/DyZWtrCwsLi0Jrn0oHrZOYrKwsGBkZ5VtuZGSErKysAgmKiIiotFNFxwMiYFTODAaWcn2HQ0VQnTp14OLigu3bt0v7tm/fDldXV41n9+3fvx8ffPABrK2tYWdnhw4dOiAmJkYqv3PnDgRBwKZNm+Dn5weFQoF169blOt/Tp09Rr149dOnSBWlpaVCr1ZgzZw48PDxgYmKCmjVrYuvWrVKbLVq0AADY2Nho9Ay9OpzM3d0ds2fPRv/+/WFhYQFXV1f89NNPGuc+ceIEatWqBYVCgXr16mHnzp0QBAGRkZHvehupmNI6ialWrRp+++23fMt37tyJatWqFUhQREREpZ2KSyu/d6IoIj09XS+bKIpvFXP//v2xatUq6fUvv/yCfv36adRJTk7G2LFjce7cORw+fBgymQxdunSBWq3WqDdhwgR8/vnniIqKgr+/v0bZ/fv30bRpU1SvXh1bt26FXC7HnDlzsGbNGixfvhx///03xowZg88++wxHjx6Fi4sLtm3bBgCIjo5GXFwcFi9enO91zJ8/H/Xq1cPFixcxfPhwDBs2DNHR0QCyF5Hq2LEjatSogQsXLmDGjBkICQl5q/tFJYfWq5ONGDECw4YNg1wux+DBg2FomH1oZmYmfvzxR0yaNInPiiEiIioAYpYaqhvZ82GYxLw/GRkZmD17tl7O/dVXX8HY2Fjn4z777DNMnDgRd+/eBQBERERg48aNCA8Pl+p069ZN45hffvkF9vb2uHbtGqpXry7tHz16NLp27ZrrHNHR0WjTpg26dOmCRYsWQRAEpKWlYfbs2Th06BAaN24MAKhQoQL++usv/Pjjj/Dz84Otbfb/3bJly75xgYB27dpJq9yGhIRg4cKFOHLkCKpUqYL169dDEASsWLECCoUCVatWxT///INBgwbpfL+o5NA6iQkMDMSVK1cwcuRITJw4ERUrVoQoirh9+zaUSiWCg4P1PoGMiIioJEi7kwQxLQsyM0MYl+fcAcqfvb092rdvj7CwMIiiiPbt26NMmTIadW7evIkpU6bg9OnTePbsmdQDc+/ePY0kpl69ernaT01NRdOmTdGrVy8sWrRI2n/r1i2kpKSgTZs2GvXT09M1hrJpy8fHR/q3IAhwdHTEkydPAGQnUT4+PlAoFFKdBg0a6HwOKll0ek7Mt99+i+7du2PDhg24efMmAMDPzw+ffPIJGjVqVCgBEhERlTbSAy49bSHIBD1HU3oYGRnhq6++0tu531b//v0xcuRIAMD333+fq7xjx45wc3PDihUrUK5cOajValSvXh3p6eka9czMzHIdK5fL0bp1a+zZswdffvml9HBzpVIJIPsRHK8+8Fwu130O16vXLwhCruFuRP+lUxIDAI0aNWLCQkREVIhUUf8mMd4cSvY+CYLwVkO69C0gIADp6ekQBCHXXJbnz58jOjoaK1asQNOmTQEAf/31l9Zty2QyrF27Fr169UKLFi0QHh6OcuXKoWrVqpDL5bh37x78/PzyPDbnXr7rwk9VqlTBr7/+irS0NClBOnv27Du1ScWf1hP73dzc0K9fP6xZswb3798vzJiIiIhKrcznqch8mgrIAEVlLq1Mb2ZgYICoqChcu3YNBgYGGmU2Njaws7PDTz/9hFu3buHPP//E2LFjdW5/3bp1qFmzJlq2bIlHjx7BwsIC48aNw5gxY7B69WrExMTgwoUL+O6777B69WoA2Z8dBUHAnj178PTpU6n3Rle9evWCWq3G4MGDERUVhQMHDuDbb78FkJ14UumkdRLTr18/xMbGYsiQIXB3d0elSpUwaNAgbNiwAY8ePSrMGImIiEqNnFXJjN2sIDPRecAElVKWlpawtLTMtV8mk2Hjxo04f/48qlevjjFjxuB///ufzu0bGhpiw4YNqFatGlq2bIknT55gxowZmDx5MubMmQNvb28EBARg79698PDwAAA4Oztj2rRpmDBhAhwcHKQhb29zbbt370ZkZCRq1aqFr7/+GlOmTAEAjXkyVLoIoo5r+qWlpSEiIgJHjx5FeHg4Tp8+jYyMDHh6eqJly5Z5jsXUp6SkJFhZWSExMTHPH24iIqKi5OkvV5F2Ix5WbT1g4Vde3+Hozfv4+61SqRAbGwsPDw9+GC5m1q1bh379+iExMREmJib6DocKkLY/lzp/xSOXy9GyZUu0bNkSABAfH4/58+fju+++w/Lly4tcEkNERFRcqNOzkHY7AQCg8OJQMqIca9asQYUKFeDs7IxLly4hJCQEPXv2ZAJTiumcxKSnp+PkyZMIDw+XemKcnZ3RvXv3fCd2ERER0Zul3UoAMkUY2MhhWNZU3+EQFRmPHj3ClClT8OjRIzg5OaFHjx6YNWuWvsMiPdI6iZk+fbqUtLi5uaFZs2YYPHgw1q1bh3LlyhVmjERERKVC+kMlZGZGUHjZcsIy0X+MHz8e48eP13cYVIRoncSEhobC1dUV8+fPR48ePWBnZ1eYcREREZUa6vQsCDIBZnUdYNGsPNTJGfoOiYioSNM6ifn9999x5MgRhIWF4fPPP4enpyeaN28OPz8/+Pn5wd7evjDjJCIiKpHEDDVeHr0P5Yk4iKmZEEwMYd6kHCybu0Aw0noRUSKiUkXrJMbf3196gNLLly9x/PhxHD16FPPmzUPv3r1RqVIltGjRAkuXLi20YImIiEoSdXoWXh69j5eH///5a2JqJl4evgcAsPArD5mxQX6HExGVWm/1FY+FhQXatWuH2bNnY/HixRg7diwePHiAH374oaDjIyIiKrEEmQDlibg8y5QnHkKQcV4MEVFedFqdTK1W49y5czhy5AjCw8MRERGB5ORklC9fHl26dEGLFi0KK04iIqISR63KhJiamWeZmJoJtSoLBuYcUkZE9Cqtk5i2bdvixIkTePnyJcqVK4cWLVpg4cKFaNGiBSpUqFCYMRIREZVIMoUhBBPDPBMZwcQQMgWHkhER5UXrJMba2hr/+9//0KJFC1SuXLkwYyIiIioVRLUI8yblpDkw/2XepBxEtQgOKCPKFhQUhISEBOzcuVPfoRRr4eHhaNGiBeLj42Ftba3vcN6a1n3UGzZswODBg5nAEBERFRCZsQEsmjrDoqULBJPs7xUFE0NYtHKFZXMXTuqnPD19+hTDhg2Dq6sr5HI5HB0d4e/vj4iIiPdyfnd3dyxatEjn40JDQ1GrVq23Pu/ixYsRFhb21scXpqdPn6J79+6wsbGBpaUlmjdvjujo6NceExQUBEEQ8t3c3d0LJdYmTZogLi4OVlZWhdL++6LTnBgiIiIqOKJaxPNfo2De2AnlvmoIdVoWZAqD7B4YLq9M+ejWrRvS09OxevVqVKhQAY8fP8bhw4fx/PnzQj1veno6jI2NC/Ucr1PYH7rf5fpCQkJw7tw57NmzB46Ojrhw4cIbj1m8eDG++eYb6bWTkxNWrVqFgIAAAICBQcF/iZGRkQFjY2M4OjoWeNvvG39DEhER6YnqRjzSbiXgxZabEEURBuZGEAxl7IGhfCUkJOD48eOYO3cuWrRoATc3NzRo0AATJ07ERx99JNUTBAE//PAD2rZtCxMTE1SoUAFbt27VaOvKlSto2bIlTExMYGdnh8GDB0OpVErlQUFB6Ny5M2bNmoVy5cqhSpUqaN68Oe7evYsxY8ZIPQYF5f79++jZsyesra1ha2uLTp064c6dO7niybF161bUqFFDir9169ZITk4GADRv3hyjR4/WaL9z584ICgqSXru7u2PGjBno27cvLC0tMXjwYADAX3/9haZNm8LExAQuLi4IDg6W2s2PTCZDkyZN4Ovri4oVK6JHjx6oUqXKa4+xsrKCo6OjtAHZ0zdyXl+7dg0NGjSAXC6Hk5MTJkyYgMzM/58/l1ePWK1atRAaGiq9zvl/8NFHH8HMzAyzZs1CeHg4BEFAQkICAODu3bvo2LEjbGxsYGZmhmrVqmHfvn0AINU9cOAAateuDRMTE7Rs2RJPnjzB77//Dm9vb1haWqJXr15ISUl57fUWNCYxREREepJ88iEAwKyeAxOXIkAURWRlpehlE0VRqxjNzc1hbm6OnTt3Ii0t7bV1J0+ejG7duuHSpUvo3bs3PvnkE0RFRQEAkpOT4e/vDxsbG5w9exZbtmzBoUOHMHLkSI02Dh8+jOjoaBw8eBB79uzB9u3bUb58eUyfPh1xcXGIi8t7iXBdZWRkwN/fHxYWFjh+/DgiIiJgbm6OgIAApKen56ofFxeHTz/9FP3790dUVBTCw8PRtWtXre9jjm+//RY1a9bExYsXMXnyZMTExCAgIADdunXD5cuXsWnTJvz111+57surOnXqhK1bt2L//v06nT8///zzD9q1a4f69evj0qVL+OGHH7By5UrMnDlT57ZCQ0PRpUsXXLlyBf37989VPmLECKSlpeHYsWO4cuUK5s6dC3Nz81xtLF26FCdOnJCSzUWLFmH9+vXYu3cv/vjjD3z33Xdvfb1vQ6/DyX744Qf88MMPUpZdrVo1TJkyBW3btgUAqFQqfPHFF9i4cSPS0tLg7++PZcuWwcHBQY9RExERvbvM56lQ3YgHAJg1ctJzNAQAanUqwo/W0Mu5m/tdgYGB6RvrGRoaIiwsDIMGDcLy5ctRp04d+Pn54ZNPPoGPj49G3R49emDgwIEAgBkzZuDgwYP47rvvsGzZMqxfvx4qlQpr1qyBmZkZAGDp0qXo2LEj5s6dK33WMjMzw88//6wxzMrAwAAWFhYFOiRp06ZNUKvV+Pnnn6XenVWrVsHa2hrh4eH48MMPNerHxcUhMzMTXbt2hZubGwCgRg3d37uWLVviiy++kF4PHDgQvXv3lnpxKleujCVLlsDPzw8//PADFApFrjauXbuGXr16Yfr06Rg4cCAWLlyIHj16AADOnz+PevXq4enTpyhTpozWcS1btgwuLi5YunQpBEGAl5cXHj58iJCQEEyZMgUymfb9EL169UK/fv2k17dv39Yov3fvHrp16ybdv7xWHZ45cyZ8fX0BAAMGDMDEiRMRExMj1e3evTuOHDmCkJAQreN6V2/VExMTE4NJkybh008/xZMnTwAAv//+O/7++2+d2ilfvjy++eYbnD9/HufOnUPLli3RqVMnqZ0xY8Zg9+7d2LJlC44ePYqHDx+ia9eubxMyERFRkaI8/QgQAbmnDYzKmOg7HCpGunXrhocPH2LXrl0ICAhAeHg46tSpk2vSe+PGjXO9zumJiYqKQs2aNaUEBgB8fX2hVqs1JqTXqFHjvcyDuXTpEm7dugULCwupt8nW1hYqlQoxMTG56tesWROtWrVCjRo10KNHD6xYsQLx8fE6n7devXq54ggLC5NiMDc3h7+/P9RqNWJjY/NsIzQ0FG3btsWECROwa9cuDB06FMuXLweQPWTPy8tLpwQGyH5/GjdurDFcz9fXF0qlEg8ePHina3xVcHCwlKRMnToVly9fzlXnvwmyg4MDTE1NNZIdBwcHKSd4X3TuiTl69Cjatm0LX19fHDt2DLNmzULZsmVx6dIlrFy5Mtd4y9fp2LGjxutZs2bhhx9+wKlTp1C+fHmsXLkS69evR8uWLQFkZ+Te3t44deoUGjVqpGvoRERERYKYkYWUc48AAObshSkyZDITNPe7ordz60KhUKBNmzZo06YNJk+ejIEDB2Lq1Kkacz4Kwn+TnMKkVCpRt25drFu3LleZvb19rn0GBgY4ePAgTpw4IQ1l+vrrr3H69Gl4eHhAJpPlGlqWkZGRq51Xr0+pVGLIkCEIDg7OVdfV1TXP2C9fvozAwEAAQJ06dbBr1y74+/vj2bNn2L9/v0YvSEF622t81cCBA+Hv7y8NC5szZw7mz5+PUaNGSXWMjIykfwuCoPE6Z59arX6by3hrOvfETJgwATNnzsTBgwc1MvOWLVvi1KlTbx1IVlYWNm7ciOTkZDRu3Bjnz59HRkYGWrduLdXx8vKCq6srTp48mW87aWlpSEpK0tiIiIiKkpRLz6BOyYSBtRwKL1t9h0P/EgQBBgametnedYJ81apVc00+f/Vz2alTp+Dt7Q0A8Pb2xqVLlzSOiYiIgEwme+OEdGNjY2RlZb1TvK+qU6cObt68ibJly6JSpUoaW36rkgmCAF9fX0ybNg0XL16EsbExduzYASA78fnvfJ2srCxcvXpVqziuXbuWK4ZKlSrl2yPl7OyM48ePS699fX2xY8cOzJgxAzExMW+cT5MXb29vnDx5UiNJiYiIgIWFBcqXL5/nNSYlJeXbW/QmLi4uGDp0KLZv344vvvgCK1aseKt23iedk5grV66gS5cuufaXLVsWz5490zmAK1euwNzcHHK5HEOHDsWOHTtQtWpVPHr0CMbGxrkewuPg4IBHjx7l296cOXNgZWUlbS4uLjrHREREVJiUp/6d0N/ICYKMj7Mk7T1//hwtW7bEr7/+isuXLyM2NhZbtmzBvHnz0KlTJ426W7ZswS+//IIbN25g6tSpOHPmjPSBunfv3lAoFAgMDMTVq1dx5MgRjBo1Cn369Hnj3GN3d3ccO3YM//zzj86f/VJTUxEZGamxxcTEoHfv3ihTpgw6deqE48ePIzY2FuHh4QgODs5z+NTp06cxe/ZsnDt3Dvfu3cP27dvx9OlTKUlr2bIl9u7di7179+L69esYNmyYtBrX64SEhODEiRMYOXIkIiMjcfPmTfz222+vTUS+/PJL7N+/HyNGjMDVq1dx8eJFHD16FMbGxnj69Cl2796t0z0CgOHDh+P+/fsYNWoUrl+/jt9++w1Tp07F2LFjpfkwLVu2xNq1a3H8+HFcuXIFgYGBb7Us8+jRo3HgwAHExsbiwoULOHLkiHQfizKdh5NZW1sjLi4OHh4eGvsvXrwIZ2dnnQOoUqUKIiMjkZiYiK1btyIwMBBHjx7VuZ0cEydOxNixY6XXSUlJTGSIiKjISL//EhkPlICBALN6XKiGdGNubo6GDRti4cKFiImJQUZGBlxcXDBo0CB89dVXGnWnTZuGjRs3Yvjw4XBycsKGDRtQtWpVAICpqSkOHDiAzz//HPXr14epqSm6deuGBQsWvDGG6dOnY8iQIahYsSLS0tKk3gJBELBq1arXDmm7ceMGateurbGvVatWOHToEI4dO4aQkBB07doVL1++hLOzM1q1agVLS8tc7VhaWuLYsWNYtGgRkpKS4Obmhvnz50uLQ/Xv3x+XLl1C3759YWhoiDFjxqBFixZvvDYfHx8cPXoUX3/9NZo2bQpRFFGxYkV8/PHH+R4TEBCAw4cPY+rUqfD19YVMJkPr1q1x5swZbN++HUFBQXBxcUGTJk3eeP4czs7O2LdvH7788kvUrFkTtra2GDBgACZNmiTVmThxImJjY9GhQwdYWVlhxowZb9UTk5WVhREjRuDBgwewtLREQEAAFi5cqHM775sg6rgW3bhx43D69Gls2bIFnp6euHDhAh4/foy+ffuib9++mDp16jsF1Lp1a+k/S6tWrRAfH6/RG+Pm5obRo0djzJgxWrWXlJQEKysrJCYm5vlDQERE9D692ByNlAtPYFq7LGw/fv2wndLsffz9VqlUiI2NhYeHR56rThVngiBgx44dGs9VKUyxsbHw9PTEtWvXULly5fdyTiqZtP251Hk42ezZs+Hl5QUXFxcolUpUrVoVzZo1Q5MmTTSyw7elVquRlpaGunXrwsjICIcPH5bKoqOjce/evVyrbRARERUHWckZSLn8FABg1pgT+qnk2LdvHwYPHswEht4bnYeTGRsbY8WKFZg8eTKuXr0KpVKJ2rVrv9V/2okTJ6Jt27ZwdXXFy5cvsX79eoSHh+PAgQOwsrLCgAEDMHbsWNja2sLS0hKjRo1C48aNuTIZEREVSynnHgOZIoyczWHsYqHvcIgKzIgRI/QdApUyb/2wS1dX13yXmtPWkydP0LdvX8TFxcHKygo+Pj44cOAA2rRpAwBYuHAhZDIZunXrpvGwSyIiouJGVItQns5eSci8kdM7r0ZF9Dq6PrmeqLjROYnp37//a8t/+eUXrdtauXLla8sVCgW+//57fP/991q3SUREVBSpbsQj64UKgokhTGrmfu4FERFpT+ck5tWnoWZkZODq1atISEiQHkpJREREmpJP/ruscl0HyIx1XwaViIj+n85JTM5DhP5LrVZj2LBhqFixYoEERUREVJJkPk+F6kb2l4BmjTihv6jh0CuiokPbn0edVyfLsxGZDGPHji0Wa0oTERG9b8rTcYAIyD1tYFTGRN/h0L9yHgyYnp6u50iIKEdKSgoAwMjI6LX13npi/6tiYmKQmZlZUM0RERGVCGJGVvaqZMie0E9Fh6GhIUxNTfH06VMYGRlJT0InovdPFEWkpKTgyZMnsLa2lr5kyI/OSczYsWNznTAuLg579+5FYGCgrs0RERGVaCmXnkGdkgkDazkUXrb6Dof+QxAEODk5ITY2Fnfv3tV3OEQEwNraGo6Ojm+sp3MSc/HiRY3XMpkM9vb2mD9//htXLiMiIiptlKf+ndDfyAmCjMsqFzXGxsaoXLkyh5QRFQFGRkZv7IHJoXMSc+TIEZ0DIiIiKo3S779ExgMlYCDArJ6DvsOhfMhkMigUCn2HQUQ64OBPIiKiQqL8d1llUx97GJgb6zkaIqKSQ+eemNq1a2v9lOELFy7oHBAREVFJkJWcgZTLTwEAZo05oZ+IqCDpnMQEBARg2bJlqFq1Kho3bgwAOHXqFP7++28MGzYMJiZcOpKIiCjl3GMgU4SRszmMXSz0HQ4RUYmicxLz9OlTBAcHY8aMGRr7p06divv37+OXX34psOCIiIiKI1EtZj8bBtnLKms7goGIiLSj85yYLVu2oG/fvrn2f/bZZ9i2bVuBBEVERFScqW7EI+uFCoKJIUxq2us7HCKiEkfnJMbExAQRERG59kdERHBlDyIiIgDJ/07oN6vrAJmxdsuFEhGR9nQeTjZ69GgMGzYMFy5cQIMGDQAAp0+fxi+//ILJkycXeIBERETFSebzVKhuxAPIfjYMEREVPJ2TmAkTJqBChQpYvHgxfv31VwCAt7c3Vq1ahZ49exZ4gERERMWJ8nQcIAJyTxsYleFiN0REhUHnJAYAevbsyYSFiIjoFWJGVvaqZMie0E9ERIWDD7skIiIqICmXnkGdkgkDazkUXrb6DoeIqMTSqifG1tYWN27cQJkyZWBjY/PapSJfvHhRYMEREREVJ8pT/07ob+QEQcZllYmICotWSczChQthYZH9oK5FixYVZjxERETFUvr9l8h4oAQMBJjVc9B3OEREJZpWSUxgYGCe/yYiIqJsyn+XVTb1sYeBubGeoyEiKtneamK/Wq3GrVu38OTJE6jVao2yZs2aFUhgRERExUVWcgZSLj8FAJg15oR+IqLCpnMSc+rUKfTq1Qt3796FKIoaZYIgICsrq8CCIyIiKg5Szj0GMkUYOZvD2MVC3+EQEZV4OicxQ4cORb169bB37144OTm9dpI/ERFRSSeqxexnwyB7WWX+XSQiKnw6JzE3b97E1q1bUalSpcKIh4iIqFhR3YhH1gsVBBNDmNS013c4RESlgs7PiWnYsCFu3bpVGLEQEREVO8n/Tug3q+sAmbGBnqMhIioddO6JGTVqFL744gs8evQINWrUgJGRkUa5j49PgQVHRERUlGU+T4XqRjyA7KFkRET0fuicxHTr1g0A0L9/f2mfIAgQRZET+4mIqFRRno4DREDuaQPDMib6DoeIqNTQOYmJjY0tjDiIiIiKFTEjK3tVMrAXhojofdM5iXFzcyuMOIiIiIqVlEvPoE7JhIG1HAovW32HQ0RUqmidxCxZsiTP/VZWVvD09ETjxo0LLCgiIqKiTnnq3wn9jZwgyLisMhHR+6R1ErNw4cI89yckJCAxMRFNmjTBrl27YGvLb6OIiKhkS7//EhkPlICBALN6DvoOh4io1NF6ieXY2Ng8t/j4eNy6dQtqtRqTJk0qzFiJiIiKBOW/yyqb+tjDwNxYz9EQEZU+Oj8nJi8VKlTAN998gz/++KMgmiMiIiqyspIzkHL5KQDArDEn9BMR6UOBJDEA4OrqikePHhVUc0REREVSyrnHQKYII2dzGLtY6DscIqJSqcCSmCtXrnDlMiIiKtFEtZj9bBhkL6ssCJzQT0SkD1pP7E9KSspzf2JiIs6fP48vvvgCgYGBBRYYERFRUaO6EY+sFyoIJoYwqWmv73CIiEotrZMYa2vrfL9xEgQBAwcOxIQJEwosMCIioqIm+d8J/WZ1HSAzNtBzNEREpZfWScyRI0fy3G9paYnKlSvD3Ny8wIIiIiIqajKfp0J1Ix5A9lAyIiLSH62TGD8/v8KMg4iIqEhTno4DREDuaQPDMib6DoeIqFTTamL/vXv3dGr0n3/+eatgiIiIiiIxIyt7VTKwF4aIqCjQKompX78+hgwZgrNnz+ZbJzExEStWrED16tWxbdu2AguQiIhI31IuPYM6JRMG1nIovGz1HQ4RUamn1XCya9euYdasWWjTpg0UCgXq1q2LcuXKQaFQID4+HteuXcPff/+NOnXqYN68eWjXrl1hx01ERPTeKE/9O6G/kRMEGZdVJiLSN0EURVHbyqmpqdi7dy/++usv3L17F6mpqShTpgxq164Nf39/VK9evTBjfStJSUmwsrJCYmIiLC0t9R0OEREVM+n3X+LJ95GAgQCniQ1gYG6s75BKBf79JqLX0XpiPwCYmJige/fu6N69e2HFQ0REVKQo/11W2dTHngkMEVERodWcGCIiotIoKzkDKZefAgDMGnNCPxFRUcEkhoiIKB8p5x4BmSKMnM1h7GKh73CIiOhfek1i5syZg/r168PCwgJly5ZF586dER0drVFHpVJhxIgRsLOzg7m5Obp164bHjx/rKWIiIiotRLUI5elHALKXVRYETugnIioq9JrEHD16FCNGjMCpU6dw8OBBZGRk4MMPP0RycrJUZ8yYMdi9eze2bNmCo0eP4uHDh+jataseoyYiotJAdSMeWS9UEEwMYVLTXt/hEBHRf2i9Oln//v2xePFiWFgUXnf606dPUbZsWRw9ehTNmjVDYmIi7O3tsX79emkxgevXr8Pb2xsnT55Eo0aN3tgmVzchIqK38WzVVaii42H+gTOsO1TQdzilDv9+E9HraN0Ts3r1aqSmphZmLEhMTAQA2NpmP0js/PnzyMjIQOvWraU6Xl5ecHV1xcmTJ/NsIy0tDUlJSRobERGRLjKfp0J1Ix5A9lAyIiIqWrROYnR4nMxbUavVGD16NHx9faXnzTx69AjGxsawtrbWqOvg4IBHjx7l2c6cOXNgZWUlbS4uLoUaNxERlTzK03GACMg9bWBYxkTf4RAR0St0ek7My5cvoVAoXlvnbbt8R4wYgatXr+Kvv/56q+NzTJw4EWPHjpVeJyUlMZEhIiKtiRlZSDmXvYAMe2GIiIomnZIYT0/PfMtEUYQgCMjKytI5iJEjR2LPnj04duwYypcvL+13dHREeno6EhISNHpjHj9+DEdHxzzbksvlkMvlOsdAREQEACmXnkGdkgkDazkUXrb6DoeIiPKgUxKzdetWab5KQRBFEaNGjcKOHTsQHh4ODw8PjfK6devCyMgIhw8fRrdu3QAA0dHRuHfvHho3blxgcRAREeVQnnoIADBr5ARBxmWViYiKIp2SGF9fX5QtW7bATj5ixAisX78ev/32GywsLKR5LlZWVjAxMYGVlRUGDBiAsWPHwtbWFpaWlhg1ahQaN26s1cpkREREuki//xIZD5SAgQCzeg76DoeIiPKhUxJT0H744QcAQPPmzTX2r1q1CkFBQQCAhQsXQiaToVu3bkhLS4O/vz+WLVv2niMlIqLSQHkyuxfG1MceBubGeo6GiIjyo3US4+bmBgMDgwI9uTYrnikUCnz//ff4/vvvC/TcRERE/5WVnIGUy08BAGaNOaGfiKgo0zqJiY2NLcw4iIiI9Crl3CMgU4SRszmMXQrvwc5ERPTutE5ibGxsIAi5JzhaWVnB09MT48aNQ5s2bQo0OCIiovdBVItQns6el2neyCnPv3dERFR0aJ3ELFy4MM9f6gkJCTh//jw6dOiArVu3omPHjgUaIBERUWFT3YhH1gsVBBNDmNS013c4RET0BlonMTkT7fNTq1YtzJkzh0kMEREVO8n/Tug3q+sAmXHBzv8kIqKCJyuohjp06IDr168XVHNERETvRebzVKhuxAPIHkpGRERFX4ElMWlpaTA25nKURERUvChPxwEiIPe0gWEZE32HQ0REWiiwJGblypWoVatWQTVHRERU6MSMLKScewyAvTBERMWJ1nNixo4dm+f+xMREXLhwATdu3MCxY8cKLDAiIqLClnLpGdQpmTCwlkPhZavvcIiISEtaJzEXL17Mc7+lpSXatGmD7du3w8PDo8ACIyIiKmzKU/9O6G/kBEHGZZWJiIoLrZOYI0eOFGYcRERE71X6/ZfIeKAEDASY1XPQdzhERKSDApsTQ0REVJwo/11W2dTHHgbmXJiGiKg4YRJDRESlTlZyBlIuPwUAmDXmhH4iouKGSQwREZU6KeceAZkijJzNYexioe9wiIhIR0xiiIioVBHVIpSnHwHIXlZZEDihn4iouGESQ0REpYrqRjyyXqggmBjCpKa9vsMhIqK3wCSGiIhKleR/J/Sb1XWAzNhAz9EQEdHbYBJDRESlRubzVKhuxAPIHkpGRETFE5MYIiIqNZSn4wARkHvawLCMib7DISKit8QkhoiISgUxIwsp5x4DYC8MEVFxxySGiIhKhZRLz6BOyYSBtRwKL1t9h0NERO+ASQwREZUKylP/Tuhv5ARBxmWViYiKMyYxRERU4qXff4mMB0rAUIBZfUd9h0NERO+ISQwREZV4yn+XVTatYQ8DMyM9R0NERO+KSQwREZVoWckZSLn8FABg1pgT+omISgImMUREVKKlnHsEZIowcjaHsYuFvsMhIqICwCSGiIhKLFEtQnkqDkD2ssqCwAn9REQlAZMYIiIqsVQ34pEVnwbBxBAmNe31HQ4RERUQJjFERFRiJf87od+sngNkxgZ6joaIiAoKkxgiIiqRMhNUSP9HCQAwb8gJ/UREJYmhvgMgIiIqSOr0rOyHWQoCHMfXR8Y/ShiWMdF3WEREVICYxBARUYkhZqjx8uh9KE/EQUzNhGBiCPMmTjAubwHBiIMPiIhKCiYxRERUIqjTs/Dy6H28PHxf2iemZv77WoCFX3nOiyEiKiH4tRQREZUIgkyA8kRcnmXKEw+zh5gREVGJwCSGiIiKtayX6Ug+9whZL9MhpmbmWUdMzYRalfWeIyMiosLC4WRERFTsiJlqqK6/QPK5x1DdeAGZiREcQ+pDMDHMM5ERTAwhU3AoGRFRScEkhoiIio30h0qknH+MlMgnUCf/f7JiaKdAVmIazJuUw8vD93IdZ96kHES1CA4oIyIqGZjEEBFRkZaVnIHUyCdIPv8YGQ+Tpf0yC2OY1SkL07oOMCprCgCwbO4CIHsOzP+vTlYOls1duDoZEVEJwiSGiIiKHDFLhOpmPFLOP0bqtedAlphdYCDApKodTOs6QFHZBoKBZt+KYCSDhV95WLZwgVqVBZnCILsHhgkMEVGJwiSGiIiKjIynKUg59xjJF55A/TJd2m9UzgxmdR1gUqssDMyMXttGzjLKBubZiQuHkBERlTxMYoiISK/UqkykXH6KlHOPkX7vpbRfZmYI01rZw8WMy5nrMUIiIipqmMQQEdF7J6pFpN1OzB4udvUZxAx1doEMUHjawqyeAxRethAMOQyMiIhyYxJDRETvTeYLFZLPP0bKhcfIik+T9huWNYFZXUeY1ikLAwtjPUZIRETFAZMYIiIqVOr0LKRefYaUc4+RdjtR2i8oDGBa0z57uJiLBQSBs1eIiEg7TGKIiKjAiaKI9HsvkXLuMVIuP4WYlpVdIADy/2vvzuOjKu/Fj39m35LJvq/sOyQiRERArFatdaO11taKu4JWvdr6q7feeu2t9WrVqhWrtr3ut620rtiLRVBUQCqYsO8kgUD2bSazz5nz+2PCJCE7TDb4vl+vvJKZc+ac73kYZuY7z/N8nzHx2M5MwzIlCY1BFqAUQgjRf5LECCGEiBrF4cP1dQ3uzdUEaz2R+3WJZmwz07DOTEUfbx7CCIUQQpwKJIkRQghxUtRgCM/Oetybq/HubYTWJV00Ri2WaSnYZqZhzLej0cpwMSGEENExpGVfPvvsMy699FIyMzPRaDS8++67HbarqsovfvELMjIysFgsnH/++ezbt29oghVCiNNQyK+gBkMoLX7UYIiQPzwsTFVV/EdaaHxvP5W/3kjD/+7GuyecwBjz7SR8dxwZPy8i8arxmEbHSQIjhBAiqoa0J8blcjFjxgxuvPFGFi1a1Gn7448/zrPPPsurr77KqFGj+I//+A8uvPBCdu7cidkswxGEEGIgqYEQzrWHaVlfieoJorHoiTk7k9h5WTT8dS/eXfWRfXVxRqxnpGGdmYYh2TKEUQshhDgdDGkSc/HFF3PxxRd3uU1VVZ5++mkefPBBLr/8cgBee+010tLSePfdd/n+978/mKEKIcRpJeRXcK49jHP14ch9qieIc/UhUFVsZ6bi3deAZUoytplpmMbGS2+LEEKIQTNsVxErLS2lqqqK888/P3JfXFwcRUVFbNiwodvH+Xw+HA5Hhx8hhBDdUxWVYKMX38EmXJurcXx6GDTQsr6yy/1bNlRiHp9I5r8XkXTNRMzjEySBEUIIMaiG7cT+qqoqANLS0jrcn5aWFtnWlUcffZSHH354QGMTQoiRRA2pKE4/SoOXYKMXpdFHsMGL0ugl2ORDafJBSI3sr0+zYp2eguoJdn08T5CQT0EXYxisSxBCCCE6GLZJzIl64IEHuPfeeyO3HQ4HOTk5QxiREEIMLDWkEmrxE2z0hROThtZEpbE1aWnygaL2fBCdBn28CV2iGUOaDV2sAY1F32Uio7Ho0ZplfRchhBBDZ9gmMenp6QBUV1eTkZERub+6upqCgoJuH2cymTCZTAMdnhBC9FvIr6DRagh5g2jNetSQitbYezKgqiqhlkBrL4o3nKy071Vp8kKwlyRFq0EXb0KfYEKXYEafYEaXaEafYEKfYEYba+wwJCzkV4g5OzM8B+Y4MWdnooZUZACZEEKIoTJsk5hRo0aRnp7O6tWrI0mLw+Fg48aNLFmyZGiDE0KIfuqu0pf93BzQawi5ApHek0ii0tqrEmz0QTDU8wk0oItrTVBak5O2ZMWELtaERtf3tENr1IVjA1rWH+0Us8YwbKdUCiGEOA0MaRLT0tLC/v37I7dLS0spKSkhMTGR3Nxc7rnnHn71q18xbty4SInlzMxMrrjiiqELWggh+qm3Sl/GnFjqX93Z80E0oLOb0LX2nOiOT1TijGh00U0sNAYtsQuysS/MIeRV0Jp14R4YSWCEEEIMsSFNYjZt2sTChQsjt4/NZVm8eDGvvPIK999/Py6Xi1tvvZWmpibOOeccVq5cKWvECCFGFI1W02Olr4xzc9DaDOF5KQmde1HCSYoJjX7wk4djw910MeFzyxAyIYQQw4FGVdVeBlKPbA6Hg7i4OJqbm7Hb7UMdjhDiNKS0+Kn81cZut2c8WITWpJceDiHakfdvIURP5B1TCCEGmNasR2PpuuM7XOlLEpio8rtB8YOrNvzb7x7qiHonMQshRL8M24n9QghxKvDsrAcgZk4GzjWHO22XSl9RFvTCuqdh44vgbQJzPBTdBvPuBf0wHYosMQshRL9JEiOEEAPEs6ue+jd3oU80k7q0ADQaqfQ1kPzu8AfrtY+13edtars99x4wWocgsB5IzEIIcUJkTowQQgwAz+4G6l/fCYqKZXoyiVdPRFVCrevEtFX66ss6MaIXoVB4SJMlHp4YH/5AfTxzPNy3G1b8G/icgxxgN0yx8O3fwpMTT62Yf7oPdMaTPpW8fwsheiI9MUIIEWXePe0SmKlJJF49AY1Og0Ynlb5OiKqGk5SmQ9BYFv7ddAiaylt/H4akMXDNX7r+YA3h+101ULkFanopZz1YUidDS82pF7PXAbbkwYxKCHEakiRGCCGiyLu3kbrWBMY8JYnEayZGff2WU46qgrsBmsraEpTG8nbJyiEIeno+hqsWbCnhnoDueghi0mDOneH5HMOB3gyxaadezGbpNRFCDDxJYoQQIkq8+xqpe20nBFXMk5NIOhUSGL8bdHrwNoM5DpRg/+c7qCp4GrvoQWmXrARcvRxEA/ZMiM+F+LzW360/CXlgzwIlEJ5c3n6uxjFFt4WHnRX+sH+xDzS/+9SLWQlGZTiZEEL0RJIYIYSIAu/+Jupe3QnBEOZJiST9YOKQLE4ZVf2pQOVt7qIHpd3fPkfv54tJDyckkQSl3d9xOaDv5YOxzhCODUZO1SyjVWIWQogTIBP7hRDiJHkPNFH/yg7UQAjzxESSrp008hOYripQHbPgfpj4bVj7eFuy4m3u/Zi21I69J5FkJR/issEQpQ+/kd4jR3hokxIAoy06xx4oEnMn8v4thOiJ9MQIIcRJ8B1sbktgJiScGgkMhD+cbnyx620bXwqX0T20Adz1bfdbkzr3oCTkt/WkDFbZ3WPnOTa5fCQMbZKYhRCiXySJEUKIE+Qrbabule2ogRCm8QkkXTv51EhgADzNvVSgaoaLHguX3D2WsJhiBjNCIYQQpzFJYoQQ4gT4ypqpe3kHqj+EaVw8yT+adOosWnnwU8ie3XMFKlsyTL9qcOMSQgghWp0i77hCCDF4fOWO1gRGwTQ2nuTrJqMxnAKLVrbUwN9uhNcuh4OfwOxbut7vWAUqETWK4iEUCuD31xMKBVAU91CH1Cu/34+iKLhcLhRFwe/3D3VIQojTiPTECCFEP/gOOaj7n+2oPgXT6DiSToUEJhSC4tdh1X+Eh4lptFC3D+bdF/5bKlANKEXxUV7+IocrXiUYdKDX28nJvp68vNvR6UxDHV6XgsEg69atY+PGjXi9XsxmM0VFRcybNw+9Xj5aCCEGnlQnE0KIPvIfdlL7x21tCcz1U9AaR3gCU7sXVtwD5evCt9Onw2XPQmZh+PZIrJo1giiKh/LyFykt+12nbaPy7yIv7xZ0ukEqiNBHfr+fdevWsXbt2k7bFixYwNy5czEaT36Sv7x/CyF6Il+XCCFEH/grnNT+KZzAGPPtIz+BCfrgi9/C50+C4geDFRb+HIpuDyctx0gFqpOmqirBoAOvtwKPpyL821tBwN/EpEm/5nDFq10+7nDFK+TnLx3kaHvW0tKC2Wxm48aNXW7fuHEj8+fPH+SohBCnI0lihBCiF/4jLdT+cTuqN5zAJN8wdWQnMOXr4YO7oW5v+PbYC+CSJ8Nrt4gTEgw6OyQoXk/rb+8RPJ7DKEpLp8fYbOPx++sIBrteCDQYdOD31+JwbCMxcS56/eBXf2tpaaGsrIzS0lLKysrQ6XRcc801eL3eLvf3er14vV5sNumtE0IMLElihBCiB+EEZhuqN4gxz07yDVPQmkZoAuNphFUPwdet3/zbUuDix2DKItBohja2KFIUDxqNPjK/RFUDJz0kKxh04W2XlHi9RzokK8Fg74t9GgxJWCw5mM1ZWMzZWG1jMJlS0evtXSYyer0dgyGe3XseJBTykppyERkZ3yU+fjaaAfr3crlclJWVRRKXurq6DtutVis2mw2z2dxlImM2mzGbZb6UEGLgSRIjhBDd8B9toe5P21A9QYy5sa0JzAh82VRV2PE2/N/PwFUTvu+MxXDBw2BJGNrYouxEJ8kriqfbBMXrPUIg0NDruQ2GxEiCYrZkh3+bsyKJi05n6fK8OdnXU1r2bKdtOdmL8Xgq0OvteDwNVFa9TWXV21jMuWRkLCIj4zuYzZn9a6DjuN3uSNJSVlZGTU1Np33S09PJz88nPz+fvLxwb11RUVGXc2KKiopQFAWdboQm+kKIEUMm9gshRBcCVS5qX9pKyB3EkBNLyk1T0ZpHYALTdAg+vA/2/TN8O2kcXPoM5M8d2rgGQG+T5LOzr8Xp3NHlcK9AoL7X4+v1cd0mKGZz1gkP9wonXi9wuOKVLhMvVVVpbt5MZeXfqa75EEVxtT5SQ2LC2WRkfJeUlG+i0/XeA+LxeCgvL48MD6uuru60T2pqKqNGjYokLVZrx14sb8BLKBRiw7oNfPWvryLVyWbNnsWcuXPQarWYDSffGyPv30KInkgSI4QQxwlUuaj9w1ZCriCG7BhSbpqG1jLCEhglCP96Edb8CgLu8IT8effBOf8G+uFZtvdkhUIBPv9idrdDs86Zu4516xd026ui08W0DfdqN+zLbMnBYs5Cr48dsNgVxY1GYyAYdKLXx3Y7BE5R3NTUrORo5d9oamqbXK/Xx5KW+m0yMr6L3T4jMtzM6/VSXl4eGR5WVVXV6ZgpKSnk5+czatQo8vLyep3PElACLF65mNum3EZRVhEt7hZirDF8eeRLXtrxEq9e9CoGneEkW0Tev4UQPRth78pCCDGwAtUuav+wLZzAZMWQcuPUkZfAHC2BD+6Cyi3h27lnw6VPQ8qEoYxqwAWDjl4myTcQHzcLlWAXw76yMRjiBjniNscSFqMxsfWerpMAnc7aOpRsER7PISor36ay8u94fUc5cvTPHDn6Z/T6XPy+mRw6lElFhZPjv6tMTk6ODA/Lz88nJqZ/PUhOv5Ntddu4c+2dJJgSSLYkU+epo9HXGN4ecJKoS+zlKEIIcXJG2DuzEEIMnECNuzWBCWDItIWHkFlP/hvlQeN3wSe/hi+fBzUE5ji44JdQeB1otUMd3YBRVYWamo9ITl7Y4yR5kymN6dOfH4IIB4bFkktW1hIU5VuUlX2Ey70Kq3U3cAit7hB5+Rpi7Zm4XAUkJy0kP38s+fn5xMaeWI+Sqqp8VfUV01KmYTfacfgdNPoaI8kLgN1oJ9YwcD1WQghxjCQxQggBBGrd4SFkLQEMGTaSb5o2shKYfatgxb3QfCh8e8oiuOi/ITZtaOMaQKqqUF39IaVlv8PtPsj0aS+QnX0dZWXPddo3J/t6VDVAdz0cQ83v96PT6SLzSxRF6XLBSL/fz+HDhyPDw44ePUooFGrdegY63VTy8mpJzziATldOUtIRkpKOYDBswGS6DPguMKlfsamqysaqjTxf8jzFNcU8u/BZrpl4DS9ufbHTvj+c+EOCoWBUhpMJIURPJIkRQpz2ArVual/aRsgZwJBuJfnmaehsI+RDWEsNrPwZbP97+HZcDlzyFIz/5tDGNYBUNURNzT84WPo73O79AOj18fj99eTnLUGDtttJ8sNRMBhk3bp1bNy4MZLEFBUVMW/ePFRVjSQtZWVlVFRUtEtawuLj4zsMD4uPjwfA5dpPZeXfqax6B7+/lsMVr3C44hViY6eQkf4d0tMvw2DouTrdV1VfsaxkGZurNwNg1Bo50HSAm6fdjBYtb+5+E4ffgd1o54cTf8hN02/CNEzbWQhxapGJ/UKI01qgzhOuQubwo0+zknLLNHQxI2BV+lAIil+HVf8B3mbQaOGspXDuA2Aa/EURB4Oqhqip/YjS0mdxucILder1ceTm3kRO9nWRifd9nSQ/HPj9ftatW9dlueL58+eTmZnJX/7ylw732+32SPWw/Px8EhJ6TkRCoSANDZ9ztPJv1NWtbu2RAo3GSErK+WRkfIekxHloNG1lkTdVbeL5Lc/zVdVXABi0Bq4afxU3TbuJVGsqAJ6AB71WjzPgJNYQSzAUxGLoXEb6RMn7txCiJ9ITI4Q4bQXrPdQdS2BSR1ACU7sXVtwD5evCtzNmhMsmZxYOaVgDRVVD1NauorTsWVpadgPhaly5OTeRk3N9p6phfZ0kPxzodDo2btzY5bZ//etf3HvvvaSmppKWlhZJXBISEvq12KVWqyc5eSHJyQvx+xuorn6fo5V/p6VlJzU1/6Cm5h+YjGmkZ1xJk3ESL+x6l42V4ZgMWgOLxi3i5mk3k25L73DcYwnLsUn8MoRMCDGYJIkRQpyWgvUeal/ahuLwo0+1jIwEJuiDL34Lnz8Jih8MVlj4cyi6HXSn3su5qqrU1X3MwdJnaWnZCYTLIOfm3EhOzg0YDCP72/n6+nr0ej1er7fL7V6vF7/fz5IlS/qVtPTEaEwkJ+d6cnKux+ncydHKv1Fd/T4+fzXl5S8AUKRo0cUYyctYxI0z7uiUvAghxHBw6r3rCSFEL4INXmr/sA2l2Yc+xULKLdPRxQ7zBKZ8PXxwN9SFh1Ex9gK45ElIyBvauAaAqqrU13/CwdKncTp3AOHkJSdnMbk5Nw1pKeST5fF42L59O8XFxTQ1NXHPPfdgNpu7TGTMZjMWiyVqCczxYmMn4/deyZ8PVeBo+JzZtiCTzCFGm0KMNnnR+t+mvtyNMeO7JMQXodGcuhXuhBAjjyQxQghCfgWNVkPIG0Rr1qOGVLRGXe8PHEJ9reZ0vGCjl9qXtqI0+dAnj4AExtMIqx6Cr18N37alwMWPhauPDdCH2/ZOtJ1PRDh5+ZTS0mdxOLcCoNPZyMm+jtzcm3qdhH5MyONBo9ejOBzo7HbUYBCtJXpzNforFApx8OBBiouL2b17N4qiAKDVaqmurqaoqKjLOTFFRUUoioJOF/3/izvqd/B8yfN8VvEZADqNiTFZVzF+4nfQtHzJ0cq/43YfoKrqXaqq3sVsziYj4ztkpC/CYskGQFE8aDT6SAGF4Tz3SAhx6pGJ/UKc5tRACMenh2hZX4nqCaKx6Ik5OxP7uTloDMPzm9dgMMjnn3/eZTUnvb7772aCTd7wELIGL/okMym3TkcXN0wrKakq7Hgb/u9n4KoJ33fGYrjgYbD07cP8yTrRdu4vVVVpaPicg6XP4HCUAKDVWlqTl5vbzW3pXcjno/6ll2h4/Q1CDgdau53EH/2IpFtvQWsa3H/r+vp6SkpK2LJlCw5H29o1aWlpFBQUMG3aNGJiYgatnQF21e/i+ZLn+bTiUwC0Gi2Xjr6U26bfRo49J7Kfqqo4HCWtw81WoCgtkW0Z6d9h/PiHKD/0ByoqXh2wKnDy/i2E6IkkMUKcxkJ+BefawzhXH+60LfYbucQuyB52PTI9VXNasGABc+fO7bKnINjso/bFrSgNXnStCYx+uCYwTYfgw/tg3z/Dt5PHhyfu5509aCGcaDv3h6qqNDSuo/Tg0zQ7igHQas1kZ19LXu4tGI3J/TpeyOOh/o9/pG5Z5wUtk++4g6SbbxrwHhmfz8eOHTsoKSnh0KFDkfvNZjPTp0+noKCAjIyMTkPEBrrHa0/DHp4veZ41h9cA4eTlklGXcNuM28iz9zwkUVE81NauorLybzQ0rmf6tN/jcG7vcj2eUfl3kZd3S1R6ZOT9WwjRExlOJsRpTKPV0LK+ssttLeuPYl+Y0+W2odRTNaeNGzcyf/78Tvcrzb7wELIGL7pEMym3DNMERgnCxhfgk0cg4AadEebdB+f8G+gHN97e2nnevHknfGxVVWls3MDB0mdobt4EgFZrIjvrWnLzbsXUz+TlGI1eT8Prb3S5reH110m65WZqfvcc+qREjFlZGFp/TjaxUVWV8vJyiouL2blzJ4HAsRLGGsaMGUNBQQETJkzAYOi+etexhMVmswFEbQjZ3sa9vLDlBVaVrwrHhIaLR13M7TNuZ1TcqD4dQ6ezkJ5+Genpl+HxVGI0JrBz1/1d7nu44hXy85dGJXYhhOiJJDFCnGbUkIrvQBPefU3EnJWB6gl2vZ8niOL00/x/pejsJkxj4jCNikNrHvyXDVVVOXToEAcOHKCwsLDHak4ul4tgMEhiYngIkuLwhSfx17cmMLdOQx8/DBOYoyXwwV1QuSV8O/dsuPRpSJkwqGHU1NSwf/9+Jk2a1GM7t7S08MEHHxAbG0t+fj6jRo0iLq73CfeNjRs5WPoMTU3hBEmrNZKV+QPy8m7DZEo9oZj9hw7h/OwzYhcuJNRu2FZ7IYeDYH09Lav+iW/vvg7bdElJGLKyMGa3JTaGrOzW35ndDkNrampiy5YtlJSU0NjYGLk/MTGRwsJCZsyYMWQ9CPsb9/P7Lb/nn+Xh3jwNGi7Mv5DbZ9zOmPgxJ3xciyUDv7+eYLDrdg4GHQSDzn4NARRCiBMhSYwQp4lgvQfX5mrcm2tQmn1obQbs5+eisei7TGQ0Fj1amwHfgWZCrgAtXxwBDRiyYjCNjsc0Og7TKDta08C9jDQ3N0c+JDY0NGC1WjnnnHN6rOZkNpt5+umnSUhIYMakaaR9qaKrC6KLN5FyyzT08eYBi/eE+F3wya/hy+dBDYE5Di74Lyj8EWgHZ07SsYpZJSUlHDlyBKvVyplnntljO1utViorKzlw4AAlJSUAJCQkRBKa/Pz8Dh/gG5u+ovTg0zQ2fQmEF1rMyrqavLzbMZv6X8I35HLh+OifNL/9Nu5Nm9AlJJCwaBFau73LREZrt6NPTibmvPMw5OYSqDhCoKKCUEsLSn09Sn093q1buzyXPiUlktxosrIoj41ht8dDeUNDZB+j0ciUKVMoLCwkJydnwCqK9eZg00Fe2PICK8tWohIeLf7NvG+yZMYSxiaMjco59Ho7er29y0QmvC22i0cJIUR0SRIjxCks5FPwbKvDtbkKf2nbBw6NWY9lWjKqL0jM2Zk4Vx/q9NiYszNRgyHiLx2N72AzvoPNBOs8BCpaCFS00PJZBWjBmBUbTmjGxGPMs6M1ndwwmEAgwJ49eyguLubgwYMcm7ZnMBgYP348Xq+3x2pOVVVVeDwe3G43R44cQadqGWVNZ/ZF80mLG+IqZH53eD0Xb3M4WXFWw3t3QGnrtUxZBBf9N8SmDXgooVCI0tLSSMWsYDCcyGq1WnJycnC5XD22cygUYtGiRZSWllJWVsbRo0dpbGyksbGR4uLw/JbExETGjIFY+6cEAuEeJo3GQGbm1eTn3Y7ZnNGvmFVVxbN5M01vv4Nz5UpCbjetB8U8ZQrB+noSf/Qj6pYt6/TYxB/9CEIhUu+5p8P9isNBoKIC/5EjBI4cCSc3kb8rCLndBGprqVYUSvU6DpmMBBzNkcenVtcwpr6e0UYj1qYmDGVlNGdnt/XopKej6WEY2TEnW1GtrLmMF7a+wD8O/iOSvJyfez63z7idCYnR7c1T1SA52ddTWvZsp2052dejqgGG8wKjQohTg0zsF+IUo6oq/jIHrk3VeLbVovpD4Q0aMI1LwDYzDcvkpEjlsXB1ssO0rD/aa3WyYLMvnNAcaMJ3sBml4bhv6bUajDmtSc3ouHBS04fCAKqqcvToUUpKSti2bVuHb//z8vIoKChg8uTJmFqH9QQDAT7/4nM2bvxXu2pOs5l3zjz0BgPNVQ1sePljdnvKadK6IseKi4tjxowZFBQURIabDZqgFz5/Cja+CN4mMMfD7FvCC1X+7UaYcyeM/+aAh9HQ0EBJSQklJSUdKmalpqZSUFDA9OnTiYmJCYfcj6pZXq+XQ4cOUVZWRllZGS0tW8nNLSEhMTznKhTS0tw0BYtlEXl5Z5Cfnx85T28CVVU0v/suTe+8Q6C8LeE25OUSf+Ui4q64HEN6uDcnXJ3sDzS8/vpJVydzOp2UbNxIydat1Ldrq5hgkNE1NeTu2Imtvr7ng2i16NPTMGZmYWif3GRnYczKQp+WhqooJ1xR7ZDjEC9ufZEVB1cQUsP/18/LOY8lBUuYmDixX9fbH4ripazsBSqOtFUny85aTH7+7eh00entlPdvIURPJIkR4hQRbPLh/roa9+ZqgvVtSYA+yYz1zDSsZ6R1O5m9bZ0YBa1Z1+d1YoJNXnwHmiOJjdLk67iDrn1SE48pLxaNoe24LS0tbN26lZKSEmpqaiL32+32SLKRlJTU8Zh+NxS/jj8uH93oBXjdTszWWJQDn2J0lKGknE3tm0cJumxoTV4Ck4rZ1uxlW00In9J2mLw4DYVpWianaDDqBnjoz+QrYOe78NnjnbctuB/m/BjMA/f65PP52LlzJyUlJZSXl0fuN5vNTJs2jYKCAjIzM7scAtXfqlkOx1YOlj5NfX24B0dVtTgcU9mzeww+X8ekJSUlJTL8LC8vLzKpHcLJiPPjj2l++x1c69eHS04DGqsV+0UXEb/oSiwzZ3YZc6RXw+lEFxvbr16NYDDI3r17KSkpYd++fZGeQL1ez6RJkygsLCQ/Px+tVouqqigNDZGeG39FRevfRwm0/q36/T2eL/v5ZXi3bafu97/vtK2nimqHnYd5cUs4eVHU8BP73OxzWVKwhMlJk/t0rSfK63Kx87PVxKcnkzu1EJ+3EZM5gfJtX9Nc3cCUc8/HFIUqcPL+LYToiSQxQoxgaiCEZ2cdrk3V+PY30TqKBI1Rh2V6MrYz0zDm2QdtfH6wwYvvYFNrYtOE0nzcBzidBl1ODJXxDna5yjhwpIxQKPztsU6nY9KkSRQUFDB69Gi07eeDhEJQsxMqvoIZ34cnJ4Z7M6xJEJMGLdXgrkcxZlNneYVAtRct9aQYH8CgPQpAAB27GUsxUzhILhBuEyN+prCXAnaQy1Gi3lLWJLhnGzw1ORzz8czx8NN94UpkUXSsGEJxcTE7duyIVMwCGDNmDIWFhb1WzOoPh2MbpaXPUlcfLuGr0ehIT1/EqPylWCy5uN1uDh06FBl+Vl1d3ekYqamp5MTGknTgADGrPsbQrpfDOmsWcYsWYf/mBWjbJTvRUlVVRXFxMdu2bcN9bJgakJ2dTUFBAVOnTsVs7l8PgxoKodTXtyY3RyND1I4lPSGPhzEr/49953ZdkEBrtzPu88/w7t2LZeJENAYDR1qO8NLWl3hv/3uR5GVe1jyWFixlavLUk2uEVl6Xh+qDR6g+WEH9kUqaa6ppaajB46zHYFS46ZnneHHpYnwuF5ZYO7b4BFxNjXicDkw2G0teegOd/uSfV/L+LYToicyJEWKEUVWVQEVLeJJ+SS2qt21SvnFUHLYz07BMTT7puSknQp9oRp+Yju3M9NZvqb2RhObo/gp2ew+xv7ISb1XbB+pUQwLT8iYxbdYM4sakoNFrw9+61+yC0s+h7DMoWweeBkidDGPO6zIZUNRY6pz/j4DDi9bkJ2VaCQbrtyPbDcC01p8mn4ctdXpK6vQ0+owUM5VippJoClGQEmRGcpA4Y5S+34lNB09T1wkMhO/3OsB2YmWFj3d8MYRjEhMTKSgoYMaMGX2qItZXTucODpY+S13dx633aMlIv4L8/DuwWvMj+1mtViZOnMjEieEhTm63OzL0rHT/fmobGqipqWnrkTv/GyS0uMhNTmLcvHmkzpyJJcprvLjdbrZt20ZxcTFVVVWR+2NiYiI9gSkpKSd8fI1Wiz4lBX1KChQWdtquhkIoDQ2RBMY4ahTGsWPw7z+Av7Q0XFGtro6qn/8c3+HDVI6J59OUOrbmqqjpMDfnHJbOWMr0lOn9isvv9VF14Ag1peEkpamqCmdDLV5nPX5vI2q7hS2PZ0/Kw+1owucKD9P0OB14nG0JmM/lwudyY43ic0wIIboiScxppG3IUBCtWd/nIUNieFCcftzFNbg2VxOsbvumWBdvwnpGKraZaeiTBnYhv/7QaDQErLCDQ5Q4SjgaPBp5xbHqzIwNpTPOm0aCNwa2Q8v2vbh0uzFaKzEFv8SkbMCo2YdG0zoGzGCD5AnhnpesMwmd8wCaMfMItXjQxlgI7KtBXVmN1hMk5daZGFK/0W1s8cACYH7r+h4lJSXs2LGDBl+ANRVGPjliYvTo0dHrrVD84R6X7npiTnIoWSAQYPfu3ZSUlHDgwIHI/dGomKUoHjQafWTeg6oG0OmsOFt2U1r6DLW1rQtyoiU97TJGjboTq7X39UcsBgM5R48Su+JDRn32GV6djtrUFGoyMqjLz6dJq6UxNoZGn48tH38MH39MRkZGZPhZbm5utz0jPq8PvUGPx+PBYrEQDAQxmU2t16NEKqrt2bMHRQk/v7RaLRMmTKCwsJAxY8ZEbZ2Wnmi0WnRxccRefDFJ99+PMSUJb4sLc4wNX20dDY//Bn1SEi6XA73HS8b2Kq4BrgFUq4WYWSq28k14ZmsxT56EpjXmoD9A1cEjVJceob7iKE1VVbQ01OJ21BHwNBJSnH0IzoDeGI/JlogtIYW45DQSMtPJGJtHTEISJpstksi0Z7LZMNlOfqFLIYTojQwnO02EJ28fomV9Za+Tt8XwoSohvLsbcG2qxrunEUKt/131WixTk7DNTMM0Jh6NdmjKuXYlFApx8ODBSNWr9h8Sx48fT2FhIWPHjEHbWEpw25f4dh/FV2XA5x9HiPgOx9Jo/BiT3JjGJmEqmIgxJwGN4kUNgeOzKlo2VLU9n+dkEDM3k1CLG0NafOfAenEy80Z65XfDuqdh7WOdty34fzD3HjD274PfsWIIxcXFbN++vVMxhMLCQiZPnnxSq74rio/y8t9zuKJt8nZO9mJycm5g0+arcLsPABrS0i5lVP6d2Gy9rz/i3bOX5rffpvmDD1Da9RSZZ0wn/spF2L91MTq7HafTGempKSsro/64CfQajYaMjIxIOefc3FxMJhOBQIAvPv+Cjf9qV4xgdhFzz5nLpk2b2LBhA05n24f49PR0CgoKmDZtWoc5OYMl5PMR0mjY+O5yile+j8/lwmSzUXjRZRRdcRVljQdY9H9XkVsDFzfmsqA2Ed3W/TQpeppt8TgtMbhNJrwmPX4jBENuQqEWImNLu6VHb4zHaEvEFp+MPTmVxMxMUnIzSRuTTXxaYschne34PB42ffA2X/79z522nfWdazjz0kUyJ0YIMeAkiTkNhPwKzrWHca4+3Glb7DdyiV2QLT0yw0ygyoVrUzXu4hpCrrahV8ac2PAk/ekpaC3DqyO1vr6ekpIStmzZ0qHqVVpaWrjqVY4dW/UmKPscyr4AZ2WHx6s6M8G0i/GZz8PnGY2vWkfI3XH9Go1RR/KNU/Dua+zm+ZxD7IKck34+d3ctXVXw6rOuqpMV3Qbz7gV93+daHCuGUFxcTG1tbeT+uLi4yHCxaFReUxQP5eUvUlr2u07b8vPvxB47larqDxg16sfE2Mb1fKymJpo//JDmt9/Bu2NH5H5dcjJxl19G/JVXYhrb8xomDoejQ1LTfqgchJOa6667jtLSUj777LNOj58/fz6ZmZn85S9/wWKxMH36dAoKCsjI6F+Z52jrLSEYP2c+LzzzOCnBGEIuFz5PA6GAAwj1cmQdWm0MRpMdW3wK9owsErMySc7JJH1MDomZyd0mKX0R9Pu7Tbz0J5E4tyfv30KInkgSc4oKeYIEG70oDh/mMQkc/fXGbhc0zPx5EapfQWPRD9kCbQJC7gDuLbW4NlUTONI2Jl0ba8BamIZtZiqGtMH/prgnPp+PHTt2UFJSwqFDbaVvzWYz0yfkUxDXQkbjV2jKPwfHkY4P1hkhezaMmgf550DWmWBo+zCvhlQC1e5IOWdfaTMarYb0/zeLykf/1ePzWaOPTu/isV6lkpISdu3a1aFXady4cRQWFjJu3Li+Dz2KrBPjCA8hUwJg7P3fNBgMsm/fPkpKSti7d2+PFbNORigUxOerxuerIjZ2Kl+sO6vbBQ3nnbMRrbb7D6uqouBav56mt9+m5ePVqMcKCxgMxJ57LnGLriTmnHP6tIZKV5qbm8PzaUpLKT1YSiAY4J577uGpp57qdoHO++67j+W//wSaY9Fqhu6LG1UN4fU2Y7R6uPqn3+KF23/U7dCs255/lT/ceWOHeSdhWnSGOIzWRKz2JGxmG7ZgAGttJbbd27DWV6Ft1xuji4/HOmsW1qIirLNnYRo37qRf730eD3qDHp/LjclmDQ/bi+K8pdP1/VsI0TfD66tc0WchXxCl0UewwRtOVlr/Vhq9BBt9kcne+jQrhsW2Lj/wAaieIIrTT90rO1CafOgTTOgSzOgTzOHfiW23h9s3/6cCNaTi29eIa3M1nh31oLR+6NBpsExMxHpmGubxiWgGugRwP6it80iKi4vZuXNnpOqVRqNhTKqFQvNRJjR+gn5LWccHag2QPSucsIyaF/7b0P0HHo1WgzHDhjHDRuw5WaghlWCtB9UT7PH5HPIq6GKik8RotVrGjh3L2LFjO61qv2fPHvbs2YPNZot8q5+W1ssilceGjB2bxN9LRbLq6mqKi4vZunVrh4pZWVlZFBYWMmXKlH5NdldVBZ+vBo+3Aq+nAq+3IvK3x3sEn68SVQ1is41nxvSXukxgAIJBB8FgC0Zj5x4fX2kpze+8S/N77xFsV4HMNHEi8YuuxP7tb6PvR0+RGlJxO/0467046jw46r2Rv531XpyNcRiDMxgzIxav19tlAgPhdWx8Pj/xxnRKj9T1+fwnQlVVUD2ooWbUkCP8W3G0u+0AFJJz8nA1ndVlAgPhSfKeFif2MWezf38jXks8akIS1sw0UnLSSUuOISfRSnaChax4C+bW8uVqMIh3505cGzfi3vgv3F9/jdLUhHPVKpyrVgGgS0zEOns21tmzsBUVYRw9ut9JzbGE5dgk/mhUJBNCiL6ST6XDVMivRBISpdHbIUFRGr2dhtl0RWszoLUb0cYa0Fj0qJ4g+hQL+hQLwVoPwVoPGoserc1AqCWA6lMIVLkJVLm7PJ7GrG9LchLN6BJM6Nv9rTXJ06mvArVu3JtrcH9djeJoK0NsyLBhnZmGtTAVnW14fSBoamqKVL1qbGyM3J9kClKg2c0M73rs1e0+jGn1kDUznLTkz4Ocon7P+2hPo9VgSLOiBkOR57PWZkAbE37+hlyB8PPZPDDfsFssFmbNmsWsWbOoqamJDDdzuVxs2LCBDRs2kJmZSWFhIVOnTj3hSlput5vt27dTXFxMZWXbkLuYmBimT59OYWFhtxWzVDWE31/bmpgcweM93JqstP7trWxdTb17Go0BrdaM0ZiMXm/vtidGr4+N3FZaXDhX/h9Nb7+D5+uvI/fr4uKwX3op8YuuxDy567VLVFXF4wzgqG9NStolKMcSFiXY89ApjVaD6tNhs9kwm83d9sRYLGYKz89l2vzsHo/XGyWkcKTuKAcq9lFdU46zoYpgSyNajxODz4fFF0TXy2gvFWjytmCNS+hxkrwtPp4vss9iZXNrQhgAyr1QXtZp/9RYE9kJFrITrOQkWsiecSHZ515BdqyRxIr9BDZtwv2v1qSmoQHnypU4V64EwkP7bLNnYZ1dhLVoNsb8fOmZF0IMayNiONmyZcv4zW9+Q1VVFTNmzOB3v/sds2fP7tNjB6I7OhBwodMZCAQcGAx2FCWAwdC/YT5qQCHY6GvtRWlNTtr1qrSfB9EdrVXf2ktiQpfYrvekNdE4Ni8g5Ffw7KhDP9qMIdYSiTvg9BA86MUyJRmNhraEqVPydALxHOvNSewcT39Eo60HW3cxh3xBPFvDa7r4y9s+GGqteqwFqVhnpmHM6uc8i2jF7G9Bpze2xRz0YzDGEAgE2LVrFyUlJRw8eDCyv5EAU9lNATvIoTK8topGB5mFbcPDcs4CU/SvJ+RXcG2qQpuowTwmiaCvGb0pDu+BekINKrYz0wdtjpeiKOzfv5/i4mL27t3bYc2biRMnUlhY2GHNm+7aORQKRSpmHV8MYcKECRQUFDB27Fi0Wi3+QH1rz8lhvJ4jbb0p3nCyEgr1vLiiRqPDZMrEYsnGbM7GYs7CbMnBYs7GbM7CZEpFo9G1zol5idKyZzsdY1T+XeTm3oJv83aa334bxz//ierx0Bo0tnnnEH/lImLOW4jGYMDrCrQmJ95IsuKo8+Js/TsY6CVJ0YAtwYQ9yYI9yUxskhl7soXY1r9j4k1odVp8Xh/rN6xn7dq1nY6xYMECzp5zdqRKWW//rmVVR/h6TzFlh/bRUH0EX1MdOqcTkydAjEfFoPTc26ei4japuC06/DYLOnscMcnppGfkM3HMZM6YMJ1Yi633SfLfvhKT1UqzJ8DhBjcVjR4qGjv+PtzgxuVXuoiiYxumxZrJSbSQG2tkiuMwoyr2kLRvG4bdO8DfcaFafWpquKemaDa2oiIMXVS3C7jc6IwGFIcDnd2O4g9giGJlMhlOJoToybBPYv76179y3XXX8cILL1BUVMTTTz/N8uXL2bNnD6mpqb0+Ptovgoripaz8BSraVevJzl5Mft7t6HTtxvMHQ23DvBq9nXpVQi29JwWRno9IgtKu5yPehNbc956PvsbdnWj1DB27hvbJjb418Wm/kns0Yh4KPcXsWFGBa0PrN+saMI9PwHpmGpZJSVGbwxHtmP/+t3fZuWt3ZN98DlHITiaxD6MmBBkzwr0so+aHe1oGcNX5jjH7KCv7PRVH2lXNylpMXv4SdLreP6QOBJfLxdatWykpKemwkKPdbue8885j2rSJ3bbze+/9g61btwIqer2PzCwj48clkZamQwnVhBOV1oQlFOp6uFQbLWZzxnEJSlb4tiUHozEVrbZvrx2K4qWs7IUO7ZydtZj8/NtpfOMtah99FBUI6i0Ex0xHO/ebKOMKcPn0OOvbhn4FfD1/wEYDMfGmSFJiT7K0/g4nK7YEEzpd3/6PhKuTfc7Gf/2rXXWy2Zwzb16HUtllVRV8vWcLpeV7qa8+jLexDm2LE5PbT4xHxRjs/XxuUwi3RYvfakZjj8OWlE56Rh7jR09m5oTpxMf07f/DyU6SV1WVJncgnNA0ujskN+Fkx4Mn0P2/gUEJMLHpEHOd5UyvO0Bu5QF0SsfXdH16Orai2eHEZu5c9AkJ1L34Eo1vvEHI4UBrt5Nw7bUk33YrWlN0/g9KEiOE6MmwT2KKioqYNWsWzz33HBCeaJuTk8OPf/xjfvazn/X6+Gi+CAYCLg4d/gNlXVbr+TGZ6dey43f/wBDQoe3DG6CqVQkaFBSDQtCooOiVttsGBVUXnX+aBZdfy9HKN7qPO+Na1r73xkmdQxPSoA/o0Pl16IM6dAFdh9sapfdhCSF9KHz9eoVpSy/tMeasjGv5fHnnby6H0ryrruFIT+2c/kN2P/0Rrjg3bruPkKGXD3aDoLfnRnLS9/if5x4hM1hBZuAIZosdf1wuIXs+AXsOGAY/YZhz3oUcPfoGZeXPdY4578dkZvyQDZ98NOhxHaOqKm6Ph9rGBuqaGlEUhaVL76Wu/q1u2vlO4uLOZsP6pZgtLrTaXr7gUDWgxoGaCGoSqEloQsf+TgQ1AQ0n3xM1a+4c9n75OfHpyeROLcTnbcRkTqB829c0Vzcw5oyz+dtP/obPnEiI3oc+6m1ajHY9RrsWY6wek12Hya7HaNdhiNWjjcK8r2m5Y9i//gtiU9LIm1aA29WC1RZD+bYSnLXVJOXn89KTD2DzqJj68BrtMYZwtSYp2O3YElNJzcxnXP5EZk6YQXJcwknHfIzP7UZvNLRNkvcHMFmj06uhqir1Ln+k9+ZwQ7tenNbf/nZD9oxKgIkN5cyo28+0ugNMbDiEQW17vcpe9hye7Tuo//3vO50raelSEm66KSo9MpLECCF6MqwnMfj9fjZv3swDDzwQuU+r1XL++eezYcOGLh/j8/nw+dq6xduXRz1ZOp2BiopXu9xWUfEq+Xm34j77dwQCDV3u0x/R+ocxGBIxGm/tNW5r1ptRiVtp/TkZ4Ziv7jVm06jXohJzNBgMiRiMN/Uas3PeMwQCDeggCh8zT05fnxsz5/+LQKABP+CnESgHPh/MUCPCMS+i4shrXW6vOPIq+fm3orc/M6TPDasV8pIgj3DMMTG/pGRLd+38Gvl5txEXr40USQi49PicBvwdfoz4nQYCLQbU0LEP/C2tP+VdHvtEWWLtnHP+eaxf/iY+lwtLrB1bfAKupkY8Tgcmm41pCy/AZ1qLp4+vsT4HuCp73+9kYp793P/0GPNtz79KFnF4Wuf5eA3hJMVnNUKsHWtSKsnpeYzLG8+sSWeQkpA0cAEf51jCMhCT5DUaDckxJpJjTBTkxHfaHgqp1Ll8x/XejKGs8Sy+aPRQW9vM2NqDTK87wJxQHRPmzOHoA//e5bka33iD5CW3Ry12IYTozrBOYurq6lAUpVPFn7S0NHbv3t3lYx599FEefvjhAYknEHD0WK3H72/AoE/H620ekPOfCKslDb+/vg9xpw2buK2W9D7GPHzaemTG3Pfnhs/T2OU+g81gSe1jzKnDKObe2zkYdKJWXcGuVZ/jbzGg9jLfYqDZElJwO5ojk809TkeHEr8+lwu3sxlbUhItruZel1UcDOakhF5j9rpdZF39XbQWG4UTZpCdkj5U4Q4rWq2G1FgzqbFmzsjt3LsUCqnUOH1UNLpRQiqK20Oom+Q15HCgOJxok05+rSIhhOjJsE5iTsQDDzzAvffeG7ntcDjIycmJyrENBnuP1XpMplTmzPkgKueKplDI34e4VwxBZN3rW8zDq61P3ZhH4nPjwyGIrHu9xWwwJLDgqp+z4KohCK4bSjDQY9WsmIREFj/WeXjcUOotZqvdzuUXLBqCyEY2rVZDepyZ9LjwXMRQIIDWbu8ykdHa7ejssZ3uF0KIaBvar/t6kZycjE6n6zBJFsJrJ6Snd/0Nmslkwm63d/iJFkUJkJ29uMtt2dmLUZTeJ+sPBSXo7znuYM/VjIbCSGzrERnzSHxuBP1kZ3UTc9YwjnmEtXPQH6Twosu63FZ40WUE/cPv+ewPBCi86NIutxVedCn+wPCLeSRS/AESrr22y20J116LMgyfG0KIU8+w7okxGo3MnDmT1atXc8UVVwDhif2rV6/mzjvvHPR4DAYb+Xnhsb6dKwwNXVWk3hiMMSMu7pHY1iMy5pH43DDGkJ/fGnMXVbOGY+W6kdjOJquFoivCXUMnWjVrsFksVoqu+B4AxSs/aBfzpRRd8b1hGfNIZLBZSb7tVoABrU4mhBA9GfbVyf7617+yePFiXnzxRWbPns3TTz/NW2+9xe7du3tfHZuBXScmGHSi18dG1noY7o6tUXEs7mDQj3GYxz0S23pExjwSnxvHYg440RuknQfKQFbNGigejxujwYDX5cJss+EP+LFYhvf6UiNR2zoxTnT2WBS/H4Mteu0s1cmEED0Z9kkMwHPPPRdZ7LKgoIBnn32WoqKiPj1WXgSFEEKIkUfev4UQPRkRSczJkBdBIYQQYuSR928hRE+G9cR+IYQQQgghhDieJDFCCCGEEEKIEUWSGCGEEEIIIcSIIkmMEEIIIYQQYkSRJEYIIYQQQggxokgSI4QQQgghhBhRJIkRQgghhBBCjCiSxAghhBBCCCFGFElihBBCCCGEECOKfqgDGGiqqgLhlX+FEEIIMTIce98+9j4uhBDtnfJJjNPpBCAnJ2eIIxFCCCFEfzmdTuLi4oY6DCHEMKNRT/GvOEKhEEePHiU2NhaNRhO14zocDnJycjh8+DB2uz1qxxWdSVsPDmnnwSHtPDiknQfHQLazqqo4nU4yMzPRamX0uxCio1O+J0ar1ZKdnT1gx7fb7fIGOUikrQeHtPPgkHYeHNLOg2Og2ll6YIQQ3ZGvNoQQQgghhBAjiiQxQgghhBBCiBFFkpgTZDKZeOihhzCZTEMdyilP2npwSDsPDmnnwSHtPDiknYUQQ+WUn9gvhBBCCCGEOLVIT4wQQgghhBBiRJEkRgghhBBCCDGiSBIjhBBCCCGEGFEkiRFCCCGEEEKMKKd1EvPoo48ya9YsYmNjSU1N5YorrmDPnj0d9vF6vdxxxx0kJSURExPDd77zHaqrqzvsc9dddzFz5kxMJhMFBQWdzvPpp59y+eWXk5GRgc1mo6CggDfffHMgL21YGax2bm///v3ExsYSHx8f5asZvgaznVVV5YknnmD8+PGYTCaysrJ45JFHBurShpXBbOePPvqIs846i9jYWFJSUvjOd75DWVnZAF3Z8BONtt6yZQvXXHMNOTk5WCwWJk2axDPPPNPpXJ9++ilnnHEGJpOJsWPH8sorrwz05Q0bg9XOb7/9NhdccAEpKSnY7XbmzJnDRx99NCjXKIQ49ZzWSczatWu54447+PLLL1m1ahWBQIBvfvObuFyuyD7/9m//xgcffMDy5ctZu3YtR48eZdGiRZ2OdeONN3L11Vd3eZ7169czffp0/v73v7N161ZuuOEGrrvuOlasWDFg1zacDFY7HxMIBLjmmmuYN29e1K9lOBvMdr777rv54x//yBNPPMHu3bt5//33mT179oBc13AzWO1cWlrK5ZdfznnnnUdJSQkfffQRdXV1XR7nVBWNtt68eTOpqam88cYb7Nixg5///Oc88MADPPfcc5F9SktLueSSS1i4cCElJSXcc8893HzzzafNB+zBaufPPvuMCy64gH/84x9s3ryZhQsXcumll1JcXDyo1yuEOEWoIqKmpkYF1LVr16qqqqpNTU2qwWBQly9fHtln165dKqBu2LCh0+MfeughdcaMGX0617e+9S31hhtuiErcI81At/P999+vXnvtterLL7+sxsXFRTv8EWOg2nnnzp2qXq9Xd+/ePWCxjyQD1c7Lly9X9Xq9qihK5L73339f1Wg0qt/vj/6FjAAn29bHLF26VF24cGHk9v33369OmTKlwz5XX321euGFF0b5CkaGgWrnrkyePFl9+OGHoxO4EOK0clr3xByvubkZgMTERCD8zVIgEOD888+P7DNx4kRyc3PZsGHDSZ/r2HlONwPZzmvWrGH58uUsW7YsegGPUAPVzh988AGjR49mxYoVjBo1ivz8fG6++WYaGhqiewEjxEC188yZM9Fqtbz88ssoikJzczOvv/46559/PgaDIboXMUJEq62Pf/3dsGFDh2MAXHjhhSf9Oj9SDVQ7Hy8UCuF0Ok/b90IhxMmRJKZVKBTinnvuYe7cuUydOhWAqqoqjEZjp3kVaWlpVFVVnfC53nrrLb766ituuOGGkwl5RBrIdq6vr+f666/nlVdewW63RzPsEWcg2/ngwYOUl5ezfPlyXnvtNV555RU2b97Md7/73WhewogwkO08atQo/vnPf/Lv//7vmEwm4uPjqaio4K233ormJYwY0Wrr9evX89e//pVbb701cl9VVRVpaWmdjuFwOPB4PNG9kGFuINv5eE888QQtLS1873vfi1r8QojTh36oAxgu7rjjDrZv384XX3wxoOf55JNPuOGGG/jDH/7AlClTBvRcw9FAtvMtt9zCD37wA+bPnx/1Y480A9nOoVAIn8/Ha6+9xvjx4wH405/+xMyZM9mzZw8TJkyI+jmHq4Fs56qqKm655RYWL17MNddcg9Pp5Be/+AXf/e53WbVqFRqNJurnHM6i0dbbt2/n8ssv56GHHuKb3/xmFKM7dQxWO//v//4vDz/8MO+99x6pqaknfC4hxOlLemKAO++8kxUrVvDJJ5+QnZ0duT89PR2/309TU1OH/aurq0lPT+/3edauXcull17Kb3/7W6677rqTDXvEGeh2XrNmDU888QR6vR69Xs9NN91Ec3Mzer2e//mf/4nWZQx7A93OGRkZ6PX6SAIDMGnSJAAOHTp0csGPIAPdzsuWLSMuLo7HH3+cwsJC5s+fzxtvvMHq1avZuHFjtC5jRIhGW+/cuZNvfOMb3HrrrTz44IMdtqWnp3eqHlddXY3dbsdisUT3YoaxgW7nY/7yl79w880389Zbb3UaxieEEH11Wicxqqpy55138s4777BmzRpGjRrVYfvMmTMxGAysXr06ct+ePXs4dOgQc+bM6de5Pv30Uy655BIee+yxHrvXT0WD1c4bNmygpKQk8vPLX/6S2NhYSkpKuPLKK6N2PcPVYLXz3LlzCQaDHDhwIHLf3r17AcjLyzvJqxj+Bqud3W43Wm3Hl2idTgeEe8NOB9Fq6x07drBw4UIWL17cZSnwOXPmdDgGwKpVq/r9Oj9SDVY7A/z5z3/mhhtu4M9//jOXXHLJwFyQEOL0MJRVBYbakiVL1Li4OPXTTz9VKysrIz9utzuyz+23367m5uaqa9asUTdt2qTOmTNHnTNnTofj7Nu3Ty0uLlZvu+02dfz48WpxcbFaXFys+nw+VVVVdc2aNarValUfeOCBDuepr68f1OsdKoPVzsc73aqTDVY7K4qinnHGGer8+fPVr7/+Wt20aZNaVFSkXnDBBYN6vUNlsNp59erVqkajUR9++GF179696ubNm9ULL7xQzcvL63CuU1k02nrbtm1qSkqKeu2113Y4Rk1NTWSfgwcPqlarVf3pT3+q7tq1S122bJmq0+nUlStXDur1DpXBauc333xT1ev16rJlyzrs09TUNKjXK4Q4NZzWSQzQ5c/LL78c2cfj8ahLly5VExISVKvVql555ZVqZWVlh+MsWLCgy+OUlpaqqqqqixcv7nL7ggULBu9ih9BgtfPxTrckZjDb+ciRI+qiRYvUmJgYNS0tTb3++utPm6R8MNv5z3/+s1pYWKjabDY1JSVFveyyy9Rdu3YN0pUOvWi09UMPPdTlMfLy8jqc65NPPlELCgpUo9Gojh49usM5TnWD1c7dPecXL148eBcrhDhlaFRVVU+sD0cIIYQQQgghBt9pPSdGCCGEEEIIMfJIEiOEEEIIIYQYUSSJEUIIIYQQQowoksQIIYQQQgghRhRJYoQQQgghhBAjiiQxQgghhBBCiBFFkhghhBBCCCHEiCJJjBCiz/Lz83n66ad73Eej0fDuu+8CUFZWhkajoaSkZEDj+s///E8KCgoG9BxCCCGEGD4kiRHiNHH99dej0WjQaDQYjUbGjh3LL3/5S4LB4ICdMycnh8rKSqZOnRq1Y7ZPko75yU9+wurVq6N2juPV1dWRnp7Or3/9607bvve973HWWWehKMqAnV8IIYQQHemHOgAhxOC56KKLePnll/H5fPzjH//gjjvuwGAw8MADDwzI+XQ6Henp6QNy7PZiYmKIiYkZsOMnJyfz0ksvcdVVV3HppZcybdo0AJYvX86KFSsoLi5Gp9NF9ZyKoqDRaNBq5bsmIYQQ4njy7ijEacRkMpGenk5eXh5Llizh/PPP5/333wfg3HPP5Z577umw/xVXXMH111/f4T6n08k111yDzWYjKyuLZcuWdXu+roaT7dixg29/+9vY7XZiY2OZN28eBw4cAOCrr77iggsuIDk5mbi4OBYsWMDXX38deWx+fj4AV155JRqNJnL7+OFkoVCIX/7yl2RnZ2MymSgoKGDlypWd4nr77bdZuHAhVquVGTNmsGHDhm6v5bLLLuMHP/gBixcvJhAIUFtbyx133MF///d/M2HCBN577z3OOOMMzGYzo0eP5uGHH+7Qy/XUU08xbdo0bDYbOTk5LF26lJaWlsj2V155hfj4eN5//30mT56MyWTi0KFD3cYjhBBCnM4kiRHiNGaxWPD7/f16zG9+8xtmzJhBcXExP/vZz7j77rtZtWpVnx575MgR5s+fj8lkYs2aNWzevJkbb7wx8mHf6XSyePFivvjiC7788kvGjRvHt771LZxOJxBOcgBefvllKisrI7eP98wzz/Dkk0/yxBNPsHXrVi688EIuu+wy9u3b12G/n//85/zkJz+hpKSE8ePHc8011/Q4vO6ZZ56hvr6e//qv/2Lp0qVMnTqVH//4x3z++edcd9113H333ezcuZMXX3yRV155hUceeSTyWK1Wy7PPPsuOHTt49dVXWbNmDffff3+H47vdbh577DH++Mc/smPHDlJTU/vUrkIIIcRpRxVCnBYWL16sXn755aqqqmooFFJXrVqlmkwm9Sc/+Ymqqqq6YMEC9e677+7wmMsvv1xdvHhx5HZeXp560UUXddjn6quvVi+++OLIbUB95513VFVV1dLSUhVQi4uLVVVV1QceeEAdNWqU6vf7+xSzoihqbGys+sEHH3R5/GMeeughdcaMGZHbmZmZ6iOPPNJhn1mzZqlLly7tENcf//jHyPYdO3aogLpr164eY1q9erWq0+lUu92ulpWVqaqqqt/4xjfUX//61x32e/3119WMjIxuj7N8+XI1KSkpcvvll19WAbWkpKTH8wshhBBCVWVOjBCnkRUrVhATE0MgECAUCvGDH/yA//zP/+zXMebMmdPpdm8Vy44pKSlh3rx5GAyGLrdXV1fz4IMP8umnn1JTU4OiKLjd7n4Nq3I4HBw9epS5c+d2uH/u3Lls2bKlw33Tp0+P/J2RkQFATU0NEydO7Pb45513HmeddRYFBQXk5eUBsGXLFtatW9eh50VRFLxeL263G6vVyscff8yjjz7K7t27cTgcBIPBDtsBjEZjh5iEEEII0TVJYoQ4jSxcuJDf//73GI1GMjMz0evbXgK0Wi2qqnbYPxAIRPX8Foulx+2LFy+mvr6eZ555hry8PEwmE3PmzOn3kLe+ap9MaTQaIDyfpjd6vb5D27W0tPDwww+zaNGiTvuazWbKysr49re/zZIlS3jkkUdITEzkiy++4KabbsLv90eSGIvFEolDCCGEEN2TJEaI04jNZmPs2LFdbktJSaGysjJyW1EUtm/fzsKFCzvs9+WXX3a6PWnSpD6df/r06bz66qsEAoEue2PWrVvH888/z7e+9S0ADh8+TF1dXYd9DAZDj+WM7XY7mZmZrFu3jgULFnQ49uzZs/sUZ3+dccYZ7Nmzp9u23bx5M6FQiCeffDJSbeytt94akFiEEEKI04FM7BdCAOFhUh9++CEffvghu3fvZsmSJTQ1NXXab926dTz++OPs3buXZcuWsXz5cu6+++4+nePOO+/E4XDw/e9/n02bNrFv3z5ef/119uzZA8C4ceN4/fXX2bVrFxs3buSHP/xhp96b/Px8Vq9eTVVVFY2NjV2e56c//SmPPfYYf/3rX9mzZw8/+9nPKCkp6XOc/fWLX/yC1157jYcffpgdO3awa9cu/vKXv/Dggw8CMHbsWAKBAL/73e84ePAgr7/+Oi+88MKAxCKEEEKcDiSJEUIAcOONN7J48WKuu+46FixYwOjRozv1wgDcd999bNq0icLCQn71q1/x1FNPceGFF/bpHElJSaxZs4aWlhYWLFjAzJkz+cMf/hDplfnTn/5EY2MjZ5xxBj/60Y+46667OlXoevLJJ1m1ahU5OTkUFhZ2eZ677rqLe++9l/vuu49p06axcuVK3n//fcaNG9fPVumbCy+8kBUrVvDPf/6TWbNmcdZZZ/Hb3/42MmdmxowZPPXUUzz22GNMnTqVN998k0cffXRAYhFCCCFOBxr1+EHwQgghhBBCCDGMSU+MEEIIIYQQYkSRJEYIIYQQQggxokgSI4QQQgghhBhRJIkRQgghhBBCjCiSxAghhBBCCCFGFElihBBCCCGEECOKJDFCCCGEEEKIEUWSGCGEEEIIIcSIIkmMEEIIIYQQYkSRJEYIIYQQQggxokgSI4QQQgghhBhRJIkRQgghhBBCjCj/H6TRAkhgonJwAAAAAElFTkSuQmCC\n" 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\n" 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ycjL29vaEh4dTp04d9XifPn14+PAhK1euzLKN8ePHs3z5cjp37sxvv/3Gtm3bcHZ2BmDQoEHEx8ezcePGLK/N6Bd99HfGdZ9//jlffvklAA8ePMDKyootW7YQGBiYZbzBwcFcvXpVHVn18/OjatWqOs8YtmnTBjs7O3U01NXVlSFDhuiMNIaFhTFkyBDu3r0LQN26dXF3d+fHH3/M1ObatWvp1asXly5dwtraOtu+FPkvq+9n2ZEppkIIIYQQb5iYmBgOHDhAly5dADAyMqJTp04sWbJELXPs2DEmTJiAlZWV+urbty9Xrlzh4cOHarkaNWro1H369Gnq1aunc6xevXqcPn0agA4dOvDo0SPc3d3p27cv69at05lGCegkbhnvM64HCA8Pp2nTppQsWRJra2u6devGrVu31LiOHj1K06ZNs7z32NhYHj58SLNmzXTubfny5cTFxWV5zZ07d5gyZQpz585l0qRJtG3blnr16nHu3DkATpw4QYMGDbK8FvTb3xkqV66s/tvS0hIbGxuuX7+uHvvmm2+oXr06xYoVw8rKiu+++46EhIRs7+lF5fTZNGvWjDJlyuDu7k63bt1YsWKFzr2LwsFI3wEIIYQQ4s30KC0NIwMDklJSsTIxJi09HXOj1/xXDxNjTKcM0VvbubVkyRLS0tLUETB48mygqakp8+bNw9bWlqSkJMaPH0+7du0yXf/0CIOlpWWewnRxcSEmJobw8HB27NjBwIEDmT59Ort27cpyRPFZFy5coFWrVnz00UdMmjQJe3t79uzZQ+/evUlJScHCwgJzc/Nsr894VnHTpk2ULFlS55ypqWmW18TExJCcnIyvry8AEyZM4N69e9SvX59Zs2bx119/sWLFimzb1Gd/Z3i2bzUaDenp6QCsWrWKkJAQQkNDqVOnDtbW1kyfPp39+/er5Q0MDHh2YuGLLJKT02djbW3N4cOHiYyMZPv27YwZM4Zx48YRHR0tW2UUIq/5d2khhBBCFEbJWi0/xsTxc2w891NTsTY2pqOHG93LeWBqaKjv8F6YRqOBPEzz1Ie0tDSWL19OaGgozZs31znXpk0bfvrpJwYMGEC1atWIiYnBw8MjT/WXL1+eqKgoevTooR6LioqiQoUK6ntzc3Nat25N69atCQoKoly5cpw4cYJq1aoB8Ndff+nU+ddff1G+fHkADh06RHp6OqGhoRgYPJns9vPPP+uUr1y5Mjt37mT8+PGZ4qtQoQKmpqYkJCTQqFGjXN1TRiL5559/0qlTJwC+/vpr7t+/z/vvv8/gwYMzJZsZCkN/P09UVBR169bV2bbj2dHUYsWKceXKFfW9Vqvl5MmTNG7cWD1mYmKCVqvNsa2Mz6ZXr15ZnjcyMsLf3x9/f3/Gjh2LnZ0df/zxR5aJs9APSRCFEEIIka8epaXxY0wcS07//95o91NT1fcfeJd9/UcSC7GNGzdy584devfuja2trc659u3bs2TJEgYMGMCYMWNo1aoVpUuX5r333sPAwIBjx45x8uRJJk6cmG39n376KR07dsTX1xd/f39+//131q5dS3h4OPDkmTStVkvt2rWxsLDgxx9/xNzcnDJlyqh1REVFMW3aNNq0acOOHTv45Zdf1OfpPDw8SE1NZe7cubRu3ZqoqCgWLFigE8OoUaPw8fFh4MCBDBgwABMTEyIiIujQoQNFixYlJCSEoUOHkp6eTv369UlMTCQqKgobGxudRCuDi4sLnTt3JigoiOTkZOrVq0d8fDxxcXFYWlry22+/MXr06Cy3c9B3f+eGp6cny5cvZ9u2bbi5ufHDDz8QHR2Nm5ubWqZJkyYMGzaMTZs2UbZsWWbOnKk+V5jB1dWVP//8k86dO2NqakrRokUztTV27FiaNm1K2bJl6dy5M2lpaWzevJkRI0awceNGzp8/T8OGDSlSpAibN28mPT0db2/vXN+LeAUKdr2c14OsYiqEEELknxStVvFfv0Wp/ctvmV7+67coKVptvrSjj1VMXwetWrVS3n777SzP7d+/XwGUY8eOKYqiKFu3blXq1q2rmJubKzY2NkqtWrV0VhwFlHXr1mWq59tvv1Xc3d0VY2NjxcvLS1m+fLl6bt26dUrt2rUVGxsbxdLSUnnrrbeU8PBw9XyZMmWU8ePHKx06dFAsLCwUR0fHTCtZzpw5U3FyclLMzc2VgIAAZfny5Qqg3LlzRy0TGRmp1K1bVzE1NVXs7OyUgIAA9Xx6eroya9YsxdvbWzE2NlaKFSumBAQEKLt27cq235KTk5VJkyYpXl5eiqmpqeLu7q6MGTNGuXnzplKlShWldu3aysOHDwtdf2d3na2trbJ06VJFURTl8ePHSs+ePRVbW1vFzs5O+eijj5SRI0cqVapUUcunpKQoH330kWJvb68UL15cmTJlis4qpoqiKPv27VMqV66smJqaKhlpxLOrmCqKoqxZs0apWrWqYmJiohQtWlRp166doiiKsnv3bqVRo0ZKkSJFFHNzc6Vy5co6K6mKgiOrmOaRrGIqhBBC5J87j5NpsXF7tue3tG5OkWyeBcsLfaxiKl5eVithCiEK1muziumUKVOoWbMm1tbWFC9enDZt2hATE6NTxs/PT92MM+M1YMAAnTIJCQm0bNkSCwsLihcvzqeffppptSwhhBBCvBpWJsZYZ7MYibWxMVa5WKhECCGEfug1Qdy1axdBQUH89ddf7Nixg9TUVJo3b86DBw90ymUsAZzxmjZtmnpOq9XSsmVLUlJS2Lt3L8uWLSMsLIwxY8a86tsRQgghBJCWnk5HD7csz3X0cCPtfysrCiGEKHz0+oT41q1bdd6HhYVRvHhxDh06RMOGDdXjFhYWODo6ZlnH9u3bOXXqFOHh4ZQoUYKqVavy5ZdfMmLECMaNG4eJSeFeaUwIIYR405gbGfGBd1nSUfg19sIbtYqpeHkXLlzQdwhCiBzodQTxWYmJiQDY29vrHF+xYgVFixalUqVKjBo1SmdDzX379uHj40OJEiXUYwEBAdy7d4+///47y3aSk5O5d++ezksIIYQQ+eens+cpZ2fH762asaV1cza3bs4H3mUlORRCiEKu0KwxnZ6ezpAhQ6hXrx6VKlVSj7///vuUKVMGZ2dnjh8/zogRI4iJiWHt2rUAXL16VSc5BNT3V69ezbKtKVOmZLlvjhBCCCFeXlp6Or/ExXMnOYU5DWpTq8STrQGMDQrV36WFEEJkodAkiEFBQZw8eZI9e/boHO/Xr5/6bx8fH5ycnGjatClxcXGULVv2hdoaNWoUw4YNU9/fu3cPFxeXFwtcCCGEEDqO3LjFneQUbEyMqVYs8z5pQgghCq9C8ae84OBgNm7cSEREBKVKlcqxbO3atQGIjY0FwNHRkWvXrumUyXif3XOLpqam2NjY6LyEEEIIkT92XLoMQJOSThjJqKEQQrxW9PpdW1EUgoODWbduHX/88QdublmvePa0o0ePAuDk5ARAnTp1OHHiBNevX1fL7NixAxsbGypUqFAgcQshhBAia6np6UReugJAM5eSeo5GCCFEXul1imlQUBArV65kw4YNWFtbq88M2traYm5uTlxcHCtXruTtt9/GwcGB48ePM3ToUBo2bEjlypUBaN68ORUqVKBbt25MmzaNq1ev8vnnnxMUFIRpPmzCK4QQQojc23/1BvdSUylqZkrVYg76DkcIIUQe6XUEcf78+SQmJuLn54eTk5P6Wr16NQAmJiaEh4fTvHlzypUrxyeffEL79u35/fff1ToMDQ3ZuHEjhoaG1KlThw8++IDu3bszYcIEfd2WEEII8Z+149K/ADQt5YyhRqPnaEROLly4gEajUWdnFTZ+fn4MGTJEfe/q6sqsWbMKrH59KWyfQ2HpF6E/eh1BVBQlx/MuLi7s2rXrufWUKVOGzZs351dYQgghhHgBj9PS2H35yWwgmV6qXz179mTZsmXqe3t7e2rWrMm0adPUWVguLi5cuXKFokVfj4WEoqOjsbS0fGXthYWF0atXr0zHTU1Nefz4cb61U9g+h7Vr12JsbKzvMIQeyZPjQgghhMgXe69e52GaFkcLcyra2+k7nP+8wMBArly5wpUrV9i5cydGRka0atVKPW9oaIijoyNGRoVmUfscFStWDAsLi1fapo2NjdqHGa+LFy/maxuF5XNISUkBnvwxwdraWq+xCP2SBFEIIYQQ+WLHP09WL23mUhKNTC/VO1NTUxwdHXF0dKRq1aqMHDmSf/75hxs3bgBZT23ctWsXtWrVwtTUFCcnJ0aOHElaWpp63s/Pj0GDBjFkyBCKFClCiRIlWLRoEQ8ePKBXr15YW1vj4eHBli1bdGI5efIkLVq0wMrKihIlStCtWzdu3rypnn/w4AHdu3fHysoKJycnQkNDM93Ps1NM7969S//+/SlRogRmZmZUqlSJjRs3AnDr1i26dOlCyZIlsbCwwMfHh59++inPfajRaNQ+zHg9vf+2n58fgwcPZvjw4djb2+Po6Mi4ceN06jhz5gz169fHzMyMChUqEB4ejkajYf369UDmzyEyMhKNRsPOnTupUaMGFhYW1K1bl5iYGJ16N2zYQLVq1TAzM8Pd3Z3x48frfFZ3796lT58+FCtWDBsbG5o0acKxY8fU8+PGjaNq1aosXrwYNzc3zMzM1Ht6dmrv5MmT+fDDD7G2tqZ06dJ89913OrHs3buXqlWrYmZmRo0aNVi/fn2hmjYr8kYSRCGEEEK8tAepqey98mSbqWYuznqOpuAoikJ6yiO9vJ73aE5OkpKS+PHHH/Hw8MDBIevFg/7991/efvttatasybFjx5g/fz5Llixh4sSJOuWWLVtG0aJFOXDgAIMGDeKjjz6iQ4cO1K1bl8OHD9O8eXO6devGw4cPgSeJSpMmTfD19eXgwYNs3bqVa9eu0bFjR7XOTz/9lF27drFhwwa2b99OZGQkhw8fzvZ+0tPTadGiBVFRUfz444+cOnWKr776CkNDQwAeP35M9erV2bRpEydPnqRfv35069aNAwcOvHAfZmfZsmVYWlqyf/9+pk2bxoQJE9ixYwcAWq2WNm3aYGFhwf79+/nuu+8YPXp0ruodPXo0oaGhHDx4ECMjIz788EP13O7du+nevTsff/wxp06dYuHChYSFhTFp0iS1TIcOHbh+/Tpbtmzh0KFDVKtWjaZNm3L79m21TGxsLGvWrGHt2rU5JnOhoaHUqFGDI0eOMHDgQD766CM1Yb137x6tW7fGx8eHw4cP8+WXXzJixIi8dKEoZF6POQVCCCGEKNT+vHyN5PR0ylhb4mn75u4vrKQ+5lJofb20XeqTPWhMzHNdfuPGjVhZWQFPRuicnJzYuHEjBtnsTfntt9/i4uLCvHnz0Gg0lCtXjsuXLzNixAjGjBmjXlelShU+//xzAEaNGsVXX31F0aJF6du3LwBjxoxh/vz5HD9+nLfeeot58+bh6+vL5MmT1ba+//57XFxcOHv2LM7OzixZsoQff/yRpk2bAk+Srpz2xg4PD+fAgQOcPn0aLy8vANzd3dXzJUuWJCQkRH0/aNAgtm3bxs8//0ytWrVy3YeJiYlqH2Zo0KCBzghp5cqVGTt2LACenp7MmzePnTt30qxZM3bs2EFcXByRkZHq/tyTJk2iWbNmz2170qRJNGrUCICRI0fSsmVLHj9+jJmZGePHj2fkyJH06NFDvfcvv/yS4cOHM3bsWPbs2cOBAwe4fv26uqr/jBkzWL9+Pb/++iv9+vUDnkwrXb58OcWKFcsxlrfffpuBAwcCMGLECL7++msiIiLw9vZm5cqVaDQaFi1apI6S/vvvv+rXg3j9SIIohBBCiJe2458nq5f6l5LppYVF48aNmT9/PgB37tzh22+/pUWLFhw4cIAyZcpkKn/69Gnq1Kmj8/nVq1ePpKQkLl26ROnSpQHURW7gyfNzDg4O+Pj4qMcypmBm7FF97NgxIiIiMiVaAHFxcTx69IiUlBRq166tHre3t8fb2zvbezt69CilSpVSk8NnabVaJk+ezM8//8y///5LSkoKycnJeX6G0draOtNIprm5bpL+dH/Ak726M+49JiYGFxcXNTkEcp2gPl1vxv7f169fp3Tp0hw7doyoqCidEUOtVsvjx495+PAhx44dIykpKdNo8aNHj4iLi1PflylT5rnJ4bOxZEy7ffoeK1eurE5Rzcs9isJJEkQhhBBCvJTE5BT2X3vyXNubPL0UQGNsRqlP9uit7bywtLTEw8NDfb948WJsbW1ZtGhRpmmjefHsCpcajUbnWEaCmZ6eDjyZ3tq6dWumTp2aqS4nJydiY2PzHMOzSdqzpk+fzuzZs5k1axY+Pj5YWloyZMgQdSGW3DIwMNDpw6xk1R8Z9/4ynten48ePp127dpmuMzMzIykpCScnJyIjIzOdt7OzU/+d21VhC+oeReEkCaIQQgghXkrEv1fQKgpedja42rzZqx9qNJo8TfMsTDQaDQYGBjx69CjL8+XLl2fNmjUoiqImJFFRUVhbW+c43fN5qlWrxpo1a3B1dc1ypc6yZctibGzM/v371VHKO3fucPbsWXWK5bMqV67MpUuXOHv2bJajiFFRUbz77rt88MEHwJPE6uzZs1SoUOGF7+NFeHt7888//3Dt2jV1ZDU6Ovql661WrRoxMTHZJq/VqlXj6tWrGBkZ4erq+tLt5cTb25sff/yR5ORkdTprftyj0B9ZpEYIIYQQLyX8f6uX+peSvQ8Lk+TkZK5evcrVq1c5ffo0gwYNUkfzsjJw4ED++ecfBg0axJkzZ9iwYQNjx45l2LBh2T63mBtBQUHcvn2bLl26EB0dTVxcHNu2baNXr15otVqsrKzo3bs3n376KX/88QcnT56kZ8+eObbZqFEjGjZsSPv27dmxYwfx8fFs2bKFrVu3Ak+eBdyxYwd79+7l9OnT9O/fn2vXruU5dkVR1D58+pXb0bNmzZpRtmxZevTowfHjx4mKilKf33yZqdhjxoxh+fLljB8/nr///pvTp0+zatUqtW5/f3/q1KlDmzZt2L59OxcuXGDv3r2MHj2agwcPvnC7WXn//fdJT0+nX79+nD59mm3btjFjxgzg5e5R6I8kiEIIIYR4YTcfPebQjSfbFfi/4dNLXzdbt27FyckJJycnateuTXR0NL/88gt+fn5Zli9ZsiSbN2/mwIEDVKlShQEDBtC7d2816XhRzs7OREVFodVqad68OT4+PgwZMgQ7Ozs1CZw+fToNGjSgdevW+Pv7U79+fapXr55jvWvWrKFmzZp06dKFChUqMHz4cLRaLQCff/451apVIyAgAD8/PxwdHWnTpk2eY793757ah0+/Mp6/ex5DQ0PWr19PUlISNWvWpE+fPuoqpk8/s5dXAQEBbNy4ke3bt1OzZk3eeustvv76a/XZUo1Gw+bNm2nYsCG9evXCy8uLzp07c/HiRZ1tOvKDjY0Nv//+O0ePHqVq1aqMHj2aMWPGAC93j0J/NMrLrJn8hrh37x62trYkJiZiY/PmrrwmhBBC5LefY+OZefQkleyLsLjJq13ds6B/fj9+/Jj4+HidPeKEeFlRUVHUr1+f2NhYypYtq+9wCsSKFSvo1asXiYmJz31eVLwaefl+Js8gCiGEEOKFZaxe+qYvTiPEi1q3bh1WVlZ4enoSGxvLxx9/TL169d6o5HD58uW4u7tTsmRJjh07xogRI+jYsaMkh68pSRCFEEII8UKuPHjIiVt30ABNSkmCKERW7t+/z4gRI0hISKBo0aL4+/sTGhqq77Dy1dWrVxkzZgxXr17FycmJDh066GzBIV4vkiAKIYQQ4oWEX3qyOE21Yg4UM5cpmEJkpXv37nTv3l3fYRSo4cOHM3z4cH2HIfKJLFIjhBBCiBfy/9NLZfVSIYR4U0iCKIQQQog8u3g/ibN372Go0eBX0lHf4QghhMgnkiAKIYQQIs8y9j6sVaIYdv/bHFsIIcTrTxJEIYQQQuSJoihsl9VLhRDijSQJohBCCCHyJDbxPhfvJ2FiYEBDZ5leKoQQbxJJEIUQQgiRJxmL09RxLI6VsbGeoxFCCJGfJEEUQgghRK4piqImiM1Ly+qlrzuNRsP69etfebuRkZFoNBru3r2bL/VduHABjUbD0aNH86W+lzFu3DiqVq2q7zCAwtUv4vUhCaIQQgghcu3v23e58vAR5oaG1HMsru9wRA6uXr3KoEGDcHd3x9TUFBcXF1q3bs3OnTv1HRp169blypUr2NravrI2/fz80Gg0mV4DBgzI13ZCQkIKRR8DuLi4cOXKFSpVqqTvUMRrxEjfAQghhBDi9RH+v9HDBs6OmBnJrxGF1YULF6hXrx52dnZMnz4dHx8fUlNT2bZtG0FBQZw5c0av8ZmYmODo+OqfX+3bty8TJkzQOWZhYZGvbVhZWWFlZZWvdb6IlJQUvfWzeL3JCKIQQgghckWrKIRferK9haxeWrgNHDgQjUbDgQMHaN++PV5eXlSsWJFhw4bx119/6ZS9efMmbdu2xcLCAk9PT3777Ted8ydPnqRFixZYWVlRokQJunXrxs2bN9Xzfn5+DBo0iCFDhlCkSBFKlCjBokWLePDgAb169cLa2hoPDw+2bNmiXpPVFNOoqCj8/PywsLCgSJEiBAQEcOfOHQC2bt1K/fr1sbOzw8HBgVatWhEXF5fnfrGwsMDR0VHnZWNjA/z/dMy1a9fSuHFjLCwsqFKlCvv27dOpY9GiRbi4uGBhYUHbtm2ZOXMmdnZ26vlnp5j27NmTNm3aMGPGDJycnHBwcCAoKIjU1FS1THJyMiEhIZQsWRJLS0tq165NZGSkTrt79uyhQYMGmJub4+LiwuDBg3nw4IF63tXVlS+//JLu3btjY2NDv379Mk0xzej3nTt3UqNGDSwsLKhbty4xMTE6bU2cOJHixYtjbW1Nnz59GDlyZKGZNisKniSIQgghhMiVYzdvcfNxMtbGxtQuUUzf4eiFoiikpT7Sy0tRlFzFePv2bbZu3UpQUBCWlpaZzj+dzACMHz+ejh07cvz4cd5++226du3K7du3Abh79y5NmjTB19eXgwcPsnXrVq5du0bHjh116li2bBlFixblwIEDDBo0iI8++ogOHTpQt25dDh8+TPPmzenWrRsPHz7MMuajR4/StGlTKlSowL59+9izZw+tW7dGq9UC8ODBA4YNG8bBgwfZuXMnBgYGtG3blvT09Fz1SV6MHj2akJAQjh49ipeXF126dCEtLQ14ksQOGDCAjz/+mKNHj9KsWTMmTZr03DojIiKIi4sjIiKCZcuWERYWRlhYmHo+ODiYffv2sWrVKo4fP06HDh0IDAzk3LlzAMTFxREYGEj79u05fvw4q1evZs+ePQQHB+u0M2PGDKpUqcKRI0f44osvcrzH0NBQDh48iJGRER9++KF6bsWKFUyaNImpU6dy6NAhSpcuzfz58/PSheI1p1Fy+93mDXbv3j1sbW1JTExU/4okhBBCCF1TDx9n3fmLtHZ1YXSNqvoOp8B/fj9+/Jj4+Hjc3NwwMzMDIC31EdvD6ud7W7nRvOcejIzNn1vuwIED1K5dm7Vr19K2bdscy2o0Gj7//HO+/PJL4EkiZmVlxZYtWwgMDGTixIns3r2bbdu2qddcunQJFxcXYmJi8PLyws/PD61Wy+7duwHQarXY2trSrl07li9fDjx5HtLJyYl9+/bx1ltvERkZSePGjblz5w52dna8//77JCQksGfPnlz1xc2bNylWrBgnTpygUqVKXLhwATc3N44cOZLtSJefnx979+7FxMRE5/jChQvp2rWrWsfixYvp3bs3AKdOnaJixYqcPn2acuXK0blzZ5KSkti4caN6/QcffMDGjRvV0dBx48axfv16ddSuZ8+eREZGEhcXh6GhIQAdO3bEwMCAVatWkZCQgLu7OwkJCTg7///IvL+/P7Vq1WLy5Mn06dMHQ0NDFi5cqJ7fs2cPjRo14sGDB5iZmeHq6oqvry/r1q1TyzzbLxn9Hh4eTtOmTQHYvHkzLVu25NGjR5iZmfHWW29Ro0YN5s2bp9ZTv359kpKSZLGb11hW38+yIyOIQgghhHiutPR0/vjf9FJ/F1m9tDDL69/+K1eurP7b0tISGxsbrl+/DsCxY8eIiIhQn6uzsrKiXLlyADpTPJ+uw9DQEAcHB3x8fNRjJUqUAFDrfVbGCGJ2zp07R5cuXXB3d8fGxgZXV1cAEhIS8nSvXbt25ejRozqvd955R6fM0/fi5OSkE3dMTAy1atXSKf/s+6xUrFhRTQ4z6s2o88SJE2i1Wry8vHT6edeuXWofHzt2jLCwMJ3zAQEBpKenEx8fr9Zbo0aNXPVDQdyjeHPI0+VCCCGEeK7o6zdJTEmliKkJ1Ys56DscvTE0MqN5z9yNchVE27nh6emJRqPJ9UI0xs/sZanRaNSpm0lJSbRu3ZqpU6dmui4jsciujqePaTQagGynhJqb5zwy2rp1a8qUKcOiRYtwdnYmPT2dSpUqkZKSkuN1z7K1tcXDwyPHMnmJO7ee18eGhoYcOnRIJ4kE1MVukpKS6N+/P4MHD85Ud+nSpdV/ZzWl+Hnx5Nc9ijeHJIhCCCGEeK6MvQ+blnLGyOC/OwFJo9HkapqnPtnb2xMQEMA333zD4MGDMyUNd+/ezfQcYnaqVavGmjVrcHV1xagAV62tXLkyO3fuZPz48ZnO3bp1i5iYGBYtWkSDBg0Acj0VNb95e3sTHR2tc+zZ93nl6+uLVqvl+vXr6v09q1q1apw6deq5yW1+yLjH7t27q8de9h7F6+W/+x1eCCGEELmSrNWy69+rAPjL6qWvhW+++QatVkutWrVYs2YN586d4/Tp08yZM4c6derkup6goCBu375Nly5diI6OJi4ujm3bttGrVy91AZn8MGrUKKKjoxk4cCDHjx/nzJkzzJ8/n5s3b1KkSBEcHBz47rvviI2N5Y8//mDYsGEv1M7Dhw+5evWqzitjpdTcGDRoEJs3b2bmzJmcO3eOhQsXsmXLFnUU7kV4eXnRtWtXunfvztq1a4mPj+fAgQNMmTKFTZs2ATBixAj27t1LcHAwR48e5dy5c2zYsCHTIjX5YdCgQSxZsoRly5Zx7tw5Jk6cyPHjx1/qHsXrRRJEIYQQQuTor6vXeZCWRnFzMyo72Os7HJEL7u7uHD58mMaNG/PJJ59QqVIlmjVrxs6dO/O0IqWzszNRUVFotVqaN2+Oj48PQ4YMwc7ODoN8HEn28vJi+/btHDt2jFq1alGnTh02bNiAkZGRupjLoUOHqFSpEkOHDmX69Okv1M6iRYtwcnLSeXXp0iXX19erV48FCxYwc+ZMqlSpwtatWxk6dOhzF/14nqVLl9K9e3c++eQTvL29adOmDdHR0er00cqVK7Nr1y7Onj1LgwYN8PX1ZcyYMTqL2uSXrl27MmrUKEJCQqhWrRrx8fH07Nnzpe9RvD5kFVNkFVMhhBAiJ5//dYjwS5d539OdwVUq6jsclT5WMRXiWX379uXMmTPqKq5vombNmuHo6MgPP/yg71DEC8rL9zN5BlEIIYQQ2XqUlsaeK9cAaCarlwrBjBkzaNasGZaWlmzZsoVly5bx7bff6jusfPPw4UMWLFhAQEAAhoaG/PTTT4SHh7Njxw59hyZeEUkQhRBCCJGt3Zev8VirpZSlBeWK2Oo7HCH07sCBA0ybNo379+/j7u7OnDlz6NOnj77DyjcajYbNmzczadIkHj9+jLe3N2vWrMHf31/foYlXRBJEIYQQQmQrY/XSZi4lZZEKIYCff/5Z3yEUKHNzc8LDw/UdhtAjWaRGCCGEEFm6l5LCvqtPNs+W6aVCCPHfIAmiEEIIIbL05+WrpCkKZW2scbe11nc4QgghXgFJEIUQQgiRpR3/XAZk70MhhPgvkQRRCCGEEJncfpzMwes3AfCX6aVCCPGfIQmiEEIIITKJ+PcKWkWhfBFbXKws9R2OEEKIV0QSRCGEEEJkkrF6qYweCiHEf4skiEIIIYTQcf3hI47evA1As1Ly/OGbTKPRsH79+lyXd3V1ZdasWS98fUEJCwvDzs5O32GoCku/CPEiJEEUQgghhI7wS08Wp6la1J7iFuZ6jka8qKtXrzJo0CDc3d0xNTXFxcWF1q1bs3PnTrXMlStXaNGiRa7rjI6Opl+/frku37NnTzQaTaZXYGBgnu7leTp16sTZs2fztc6Xkdd+FaIwMdJ3AEIIIYQoXMLV1Utleunr6sKFC9SrVw87OzumT5+Oj48PqampbNu2jaCgIM6cOQOAo6NjnuotVqxYnmMJDAxk6dKlOsdMTU3zXE9OzM3NMTfX/x8zUlJSMDExyXO/ClGYyAiiEEIIIVSXkh5w6s5dDIAmJZ30HY54QQMHDkSj0XDgwAHat2+Pl5cXFStWZNiwYfz1119quaenQtatW5cRI0bo1HPjxg2MjY35888/gcxTTHPD1NQUR0dHnVeRIkV0Yli8eDFt27bFwsICT09PfvvtN506fvvtNzw9PTEzM6Nx48YsW7YMjUbD3bt3gcxTTMeNG0fVqlX54YcfcHV1xdbWls6dO3P//n21THp6OlOmTMHNzQ1zc3OqVKnCr7/+qtPuyZMnadGiBVZWVpQoUYJu3bpx8+ZN9byfnx/BwcEMGTKEokWLEhAQkKlfL1y4gEajYe3atTRu3BgLCwuqVKnCvn37dNpatGgRLi4uWFhY0LZtW2bOnFmops2K/w5JEIUQQgihyhg9rFG8KPZm+TvK8yZQFIWUtEd6eSmKkqsYb9++zdatWwkKCsLSMvMKtNklHV27dmXVqlU67axevRpnZ2caNGjwQv2VW+PHj6djx44cP36ct99+m65du3L79pPnYOPj43nvvfdo06YNx44do3///owePfq5dcbFxbF+/Xo2btzIxo0b2bVrF1999ZV6fsqUKSxfvpwFCxbw999/M3ToUD744AN27doFwN27d2nSpAm+vr4cPHiQrVu3cu3aNTp27KjTzrJlyzAxMSEqKooFCxZkG8/o0aMJCQnh6NGjeHl50aVLF9LS0gCIiopiwIABfPzxxxw9epRmzZoxadKkPPejEPlBppgKIYQQQrXj0pPVS5vJ9NIspWofM+fXenppe/B7UZgYPX8aZWxsLIqiUK5cuTzV37FjR4YMGcKePXvUhHDlypV06dIFjUbzQjEDbNy4ESsrK51jn332GZ999pn6vmfPnnTp0gWAyZMnM2fOHA4cOEBgYCALFy7E29ub6dOnA+Dt7c3Jkyefm0Clp6cTFhaGtbU1AN26dWPnzp1MmjSJ5ORkJk+eTHh4OHXq1AHA3d2dPXv2sHDhQho1asS8efPw9fVl8uTJap3ff/89Li4unD17Fi8vLwA8PT2ZNm3ac/shJCSEli1bAk8S4ooVKxIbG0u5cuWYO3cuLVq0ICQkBAAvLy/27t3Lxo0bn1uvEPlNEkQhhBBCAHA+8T5xifcx0mhoVFKeoXpd5Xak8VnFihWjefPmrFixggYNGhAfH8++fftYuHDhS8XTuHFj5s+fr3PM3t5e533lypXVf1taWmJjY8P169cBiImJoWbNmjrla9Wq9dx2XV1d1eQQwMnJSa0zNjaWhw8f0qxZM51rUlJS8PX1BeDYsWNERERkSm7hyehkRoJYvXr158YCuvfo5PRk+vb169cpV64cMTExtG3bVqd8rVq1JEEUeiEJohBCCCGA/9/7sI5jcWxMTPQcTeFkbGjG4Pei9NZ2bnh6eqLRaNSFaPKia9euDB48mLlz57Jy5Up8fHzw8fHJcz1Ps7S0xMPDI8cyxsbGOu81Gg3p6ekv1W5OdSYlJQGwadMmSpbUHS3PWEAnKSmJ1q1bM3Xq1Ex1ZyR4QJbTeJ8XT8aI7MveoxAFQRJEIYQQQqAoCjv+t72FTC/NnkajydU0T32yt7cnICCAb775hsGDB2dKYO7evZvtc4jvvvsu/fr1Y+vWraxcuZLu3bu/gohz5u3tzebNm3WORUdHv1SdFSpUwNTUlISEBBo1apRlmWrVqrFmzRpcXV0xMirYX5m9vb0z3dPL3qMQL0oWqRFCCCEEMXcTuZT0AFNDA+o7l9B3OOIlffPNN2i1WmrVqsWaNWs4d+4cp0+fZs6cOeozd1mxtLSkTZs2fPHFF5w+fVp9LvBlJCcnc/XqVZ3X0yuBPk///v05c+YMI0aM4OzZs/z888+EhYUBvPCzkdbW1oSEhDB06FCWLVtGXFwchw8fZu7cuSxbtgyAoKAgbt++TZcuXYiOjiYuLo5t27bRq1cvtFrtC7WbnUGDBrF582ZmzpzJuXPnWLhwIVu2bHmpZz+FeFGSIAohhBCCHf9bvbS+kyMWBTxaIgqeu7s7hw8fpnHjxnzyySdUqlSJZs2asXPnzkzPAz6ra9euHDt2jAYNGlC6dOmXjmXr1q04OTnpvOrXr5/r693c3Pj1119Zu3YtlStXZv78+eoqpi+zn+KXX37JF198wZQpUyhfvjyBgYFs2rQJNzc3AJydnYmKikKr1dK8eXN8fHwYMmQIdnZ2GBjk76/Q9erVY8GCBcycOZMqVaqwdetWhg4diplZ7qYVC5GfNMqLPsn8Brl37x62trYkJiZiY2Oj73CEEEKIVypdUWi7OZxrjx7zVZ0a+L0m+x8W9M/vx48fEx8fj5ubm/yiXshMmjSJBQsW8M8//+g7lALTt29fzpw5w+7du/UdingD5OX7mfyJUAghhPiPO3HrDtcePcbCyIg6jsX1HY4QmXz77bfUrFkTBwcHoqKimD59OsHBwfoOK1/NmDGDZs2aYWlpyZYtW1i2bBnffvutvsMS/0GSIAohhBD/cRmrl/qVdMTU0FDP0QiR2blz55g4cSK3b9+mdOnSfPLJJ4waNUrfYeWrAwcOMG3aNO7fv4+7uztz5syhT58++g5L/AdJgiiEEEL8h6Wlp7NTVi8VhdzXX3/N119/re8wCtTPP/+s7xCEAPS8SM2UKVOoWbMm1tbWFC9enDZt2hATE6NT5vHjxwQFBeHg4ICVlRXt27fn2rVrOmUSEhJo2bIlFhYWFC9enE8//ZS0tLRXeStCCCHEa+nwjVvcSU7B1sSYmsWL6jscIYQQeqbXBHHXrl0EBQXx119/sWPHDlJTU2nevDkPHjxQywwdOpTff/+dX375hV27dnH58mXatWunntdqtbRs2ZKUlBT27t3LsmXLCAsLY8yYMfq4JSGEEOK1krF6aZNSzhjl88qMQgghXj+FahXTGzduULx4cXbt2kXDhg1JTEykWLFirFy5kvfeew+AM2fOUL58efbt28dbb73Fli1baNWqFZcvX6ZEiSf7Ni1YsIARI0Zw48YNTExMntuurGIqhBDivyg1PZ23f9/O/dRUvmlYh+qv2QiirGIqhBC5k5fvZ4XqT4WJiYkA2NvbA3Do0CFSU1Px9/dXy5QrV47SpUuzb98+APbt24ePj4+aHAIEBARw7949/v777yzbSU5O5t69ezovIYQQ4r9m/9Ub3E9NpaiZKVWLOeg7HCGEEIVAoUkQ09PTGTJkCPXq1aNSpUoAXL16FRMTE+zs7HTKlihRgqtXr6plnk4OM85nnMvKlClTsLW1VV8uLi75fDdCCCFE4bfj0pPVS5uWcsZQo9FzNEIIIQqDQpMgBgUFcfLkSVatWlXgbY0aNYrExET19SZvsiqEEEJk5XFaGn/+++QPqbJ6qRBCiAyFIkEMDg5m48aNREREUKpUKfW4o6MjKSkp3L17V6f8tWvXcHR0VMs8u6ppxvuMMs8yNTXFxsZG5yWEEEL8l0Rdvc4jrRYnC3Mq2tvpOxyhBxqNhvXr1+ulbT8/P4YMGZJv9fXs2ZM2bdrkW315NW7cOKpWraq39l9WZGQkGo0m0+/chZE+v26fpe+vu4Ki1wRRURSCg4NZt24df/zxB25ubjrnq1evjrGxMTt37lSPxcTEkJCQQJ06dQCoU6cOJ06c4Pr162qZHTt2YGNjQ4UKFV7NjQghhBCvmR3/PJle2sylJBqZXvrG6dmzJxqNJtMrMDCwwNrMyy/ua9eu5csvvyywWLLy6NEj+vTpQ7FixbCysqJWrVrs3bv3uddduHAhy77UaDT89ddfBRLrq04469aty5UrV7C1tX2h6zMSzKxe2T3y9aKuXLlCixYt8rXOFzV79mzCwsL0HUa+M9Jn40FBQaxcuZINGzZgbW2tfgHZ2tpibm6Ora0tvXv3ZtiwYdjb22NjY8OgQYOoU6cOb731FgDNmzenQoUKdOvWjWnTpnH16lU+//xzgoKCMDU11eftCSGEEIXSg9RU9l558ofVZi7Oeo5GFJTAwECWLl2qc0zfvxulpKRgYmKiLkj4Kk2fPp1ff/2V1atX4+XlxcmTJzEyyv2vwuHh4VSsWFHnmIODfhd3Sk1NxdjY+KXrMTExyXbmXV7ExMRkmplXvHjxl673afkR58vSarVoNJoXTqgLO72OIM6fP5/ExET8/PxwcnJSX6tXr1bLfP3117Rq1Yr27dvTsGFDHB0dWbt2rXre0NCQjRs3YmhoSJ06dfjggw/o3r07EyZM0MctCSGEEIXen5evkpKeThlrKzxs5TGLN5WpqSmOjo46ryJFimRb/p9//qFjx47Y2dlhb2/Pu+++y4ULF3TKfP/991SsWBFTU1OcnJwIDg4GwNXVFYC2bdui0WjU9xkjYYsXL9ZZXv/ZKabJycmMGDECFxcXTE1N8fDwYMmSJcCTX8Z79+6Nm5sb5ubmeHt7M3v27Dz3h4GBARUqVCAgIAA3Nzdat25NrVq1cn29g4NDpv7MKTlbvHgx5cuXx8zMjHLlyvHtt9/qnL906RJdunTB3t4eS0tLatSowf79+wkLC2P8+PEcO3ZMHYXLGKXSaDTMnz+fd955B0tLSyZNmgQ8+Z26bNmymJiY4O3tzQ8//KDTlkajYfHixbRt2xYLCws8PT357bff1PNZTTGNiorCz88PCwsLihQpQkBAAHfu3Mmxj4oXL56pjwz+t79qxnTMGTNm4OTkhIODA0FBQaSmpqrXX7lyhZYtW2Jubo6bmxsrV67E1dWVWbNm6dxLxkh1xuju2rVrady4MRYWFlSpUkXd7SDDnj17aNCgAebm5ri4uDB48GCdfdeTk5MJCQmhZMmSWFpaUrt2bSIjI9XzYWFh2NnZ8dtvv1GhQgVMTU1JSEjINMXUz8+PwYMHM3z4cOzt7XF0dGTcuHE6sZw5c4b69etjZmZGhQoVCA8PL1TTZkHPI4i52YLRzMyMb775hm+++SbbMmXKlGHz5s35GZoQQgjxxtrxz2XgyeihTC/NG0VReKxN1kvbZoamBfZ5paamEhAQQJ06ddi9ezdGRkZMnDiRwMBAjh8/jomJCfPnz2fYsGF89dVXtGjRgsTERKKiogCIjo6mePHiLF26lMDAQAwNDdW6Y2NjWbNmDWvXrtU5/rTu3buzb98+5syZQ5UqVYiPj+fmzZvAk5XuS5UqxS+//IKDgwN79+6lX79+ODk50bFjx1zfY+vWrRk7dixLliyhd+/eL9Fbz7dixQrGjBnDvHnz8PX15ciRI/Tt2xdLS0t69OhBUlISjRo1omTJkvz22284Ojpy+PBh0tPT6dSpEydPnmTr1q2Eh4cD6IxUjRs3jq+++opZs2ZhZGTEunXr+Pjjj5k1axb+/v5s3LiRXr16UapUKRo3bqxeN378eKZNm8b06dOZO3cuXbt25eLFi1mO5h49epSmTZvy4YcfMnv2bIyMjIiIiECr1b5Uv0RERODk5ERERASxsbF06tSJqlWr0rdvX+DJ18HNmzeJjIzE2NiYYcOG6TxGlp3Ro0czY8YMPD09GT16NF26dCE2NhYjIyPi4uIIDAxk4sSJfP/999y4cYPg4GCCg4PVEfbg4GBOnTrFqlWrcHZ2Zt26dQQGBnLixAk8PT0BePjwIVOnTmXx4sU4ODhkOzK6bNkyhg0bxv79+9m3bx89e/akXr16NGvWDK1WS5s2bShdujT79+/n/v37fPLJJy/VpwVBrwmiEEIIIV6txOQU9l+7AYB/KZlemlePtcnU39JLL23vabEUc6OcN7h+2saNG7GystI59tlnn/HZZ59lKrt69WrS09NZvHixmoQuXboUOzs7IiMjad68ORMnTuSTTz7h448/Vq+rWbMmAMWKFQPAzs4u0xTAlJQUli9frpZ51tmzZ/n555/ZsWOHuve1u7u7et7Y2Jjx48er793c3Ni3bx8///xzrhPEa9euERgYyIgRI5g6dSpJSUnqfdy6dYuiRYsSHR1NjRo1sq2jbt266mhYhqSkpCzLjh07ltDQUNq1a6fGfOrUKRYuXEiPHj1YuXIlN27cIDo6Wk3QPDw81OutrKwwMjLKcjrl+++/T69e//812KVLF3r27MnAgQMBGDZsGH/99RczZszQSRB79uxJly5dAJg8eTJz5szhwIEDWT6XOm3aNGrUqKEz6vns9NqsPL3YJDwZxHl6X/IiRYowb948DA0NKVeuHC1btmTnzp307duXM2fOEB4ervM5LF68WE3QchISEkLLli2BJ4lwxYoViY2NpVy5ckyZMoWuXbuqI9aenp7MmTOHRo0aMX/+fK5fv87SpUtJSEjA2dlZrW/r1q0sXbqUyZMnA0/+iPLtt99SpUqVHGOpXLkyY8eOVduaN28eO3fupFmzZuzYsYO4uDgiIyPVz3bSpEk0a9bsuff4KkmCKIQQQvyHRPx7Ba2i4GVng6uNtb7DEQWocePGzJ8/X+dYds/+HTt2jNjYWKytdb8mHj9+TFxcHNevX+fy5cs0bdo0z3GUKVMm2+QQnoxWGRoa0qhRo2zLfPPNN3z//fckJCTw6NEjUlJS8rSIS2hoKKVLl2by5Mn079+fBg0acOPGDSZOnMiJEyewtrZ+7i/+q1evpnz58s9t68GDB8TFxdG7d291ZAwgLS1NHQk8evQovr6+L/Qs5rNJ7OnTp+nXr5/OsXr16mWahlu5cmX135aWltjY2GQ7Onf06FE6dOiQ59h2796t8zX07BTcihUr6owiOzk5ceLECeDJ84tGRkZUq1ZNPe/h4ZHjtOgMT9+bk5MTANevX6dcuXIcO3aM48ePs2LFCrWMoiikp6cTHx/P+fPn0Wq1eHl56dSZnJys84ypiYmJTju5iSUjnox+jomJwcXFRSfxz8s051dFEkQhhBDiP+Tp1UtF3pkZmrKnxdLnFyygtvPC0tJSZ1QqJ0lJSVSvXl3nl+gMxYoVyzRyltc4cmJubp7j+VWrVhESEkJoaCh16tTB2tqa6dOns3///lzHcPz4cTWhLFOmDOHh4WqSeO/ePT744IPnLvbi4uKSq/7MGFVctGgRtWvX1jmXkRw9755z8rz+zM6z96fRaEhPT8+y7IvG5+bmhp2dXb7EkBdP15sxAp5Rb1JSEv3792fw4MGZritdujTHjx/H0NCQQ4cOZZoC/fQIvLm5ea6meBfUPb5KkiAKIYQQ/xE3Hz3m8I1bADSV6aUvRKPR5Gma5+uiWrVqrF69muLFi2e7P7Srqys7d+7Umbb4NGNj4xd6Rs3Hx4f09HR27dqlTjF9WlRUFHXr1lWnUALExcXlqY2SJUuyd+9etFothoaGeHl5sX37dvz8/Hj06BHx8fF5jjs7JUqUwNnZmfPnz9O1a9csy1SuXJnFixdz+/btLEcRTUxMct2X5cuXJyoqih49eqjHoqKiXmq7t8qVK7Nz506dqb0Fzdvbm7S0NI4cOUL16tWBJ8+vPm9hnOepVq0ap06dyja59/X1RavVcv36dRo0aPBSbT2Pt7c3//zzD9euXaNEiRLAk+d3Cxu9rmIqhBBCiFdn56XLKICPfRGcLS30HY4oYMnJyVy9elXnlbHwy7O6du1K0aJFeffdd9m9ezfx8fFERkYyePBgLl26BDxZHCU0NJQ5c+Zw7tw5Dh8+zNy5c9U6MhLIq1ev5umXeldXV3r06MGHH37I+vXr1bZ//vln4MlzXAcPHmTbtm2cPXuWL774Is+/VA8ePJjY2Fg6d+7M4cOH+fvvvwkPDyctLQ0g06qfWbl161am/nz8+HGWZcePH8+UKVOYM2cOZ8+e5cSJEyxdupSZM2cCT54bdHR0pE2bNkRFRXH+/HnWrFmjrr7p6upKfHw8R48e5ebNmyQnZ78w0qeffkpYWBjz58/n3LlzzJw5k7Vr1xISEpKnPnraqFGjiI6OZuDAgRw/fpwzZ84wf/78bL9+Mly/fj1THz29SmlOypUrh7+/P/369ePAgQMcOXKEfv365XrkLjsjRoxg7969BAcHc/ToUc6dO8eGDRvUFXi9vLzo2rUr3bt3Z+3atcTHx3PgwAGmTJnCpk2bXrjdrDRr1oyyZcvSo0cPjh8/TlRUFJ9//jlAoVowTBJEIYQQ4j8i/H+rl/rL3of/CVu3btXZRszJyYn69etnWdbCwoI///yT0qVL065dO8qXL0/v3r15/PixOqLYo0cPZs2axbfffkvFihVp1aoV586dU+sIDQ1lx44duLi44Ovrm6dY58+fz3vvvcfAgQMpV64cffv2Vbch6N+/P+3ataNTp07Url2bW7du6Ywm5kbG1gdJSUk0a9aMt956i/DwcHbs2MHixYsZNWoUa9asybEOf3//TP2Z3dYEffr0YfHixSxduhQfHx8aNWpEWFgYbm5uwJMRwu3bt1O8eHHefvttfHx8+Oqrr9Qpju3btycwMJDGjRtTrFgxfvrpp2zjatOmDbNnz2bGjBlUrFiRhQsXsnTpUvz8/PLUR0/LGGE9duwYtWrVok6dOmzYsOG5+0Z6e3tn6qNDhw7lut3ly5dTokQJGjZsSNu2benbty/W1tbq9igvonLlyuzatYuzZ8/SoEEDfH19GTNmjLogDTxZkKl79+588skneHt706ZNG6KjoylduvQLt5sVQ0ND1q9fT1JSEjVr1qRPnz6MHj0a4KXuMb9plNzsNfGGu3fvHra2tiQmJmY7rUIIIYR4nV1+8JB2W3aiAX5v2Yyi5oXnl5EXVdA/vx8/fkx8fLzO/n1CiFfn0qVLuLi4EB4e/kILJL0OoqKiqF+/PrGxsZQtW7bA2snL9zN5BlEIIYT4D9h56cnoYbViDm9EciiEePP88ccfJCUl4ePjw5UrVxg+fDiurq40bNhQ36Hlm3Xr1mFlZYWnpyexsbF8/PHH1KtXr0CTw7ySBFEIIYT4D5DVS4UQhV1qaiqfffYZ58+fx9ramrp167JixYrnrjD7Orl//z4jRowgISGBokWL4u/vT2hoqL7D0iEJohBCCPGGu3DvPmfv3sNQo6FxSSd9hyOEEFkKCAggICBA32EUqO7du9O9e3d9h5EjWaRGCCGEeMOF/296ae0SxbA1NdFzNEIIIQozSRCFEEKIN5iiKOz43+qlzWT1UiGEEM8hCaIQQgjxBotNvMfF+0mYGBjQ0NlR3+EIIYQo5CRBFEIIId5gGaOHdZ2KY/kGLfQghBCiYEiCKIQQQryhnkwvldVLhRBC5J4kiEIIIcQb6u/bd7ny8BEWRobUcyyu73CEEEK8BiRBFEIIId5QGaOHDZwdMTOSna1E/tNoNKxfv17fYRRK48aNo2rVqvoOAwBXV1dmzZql7zCAwtUvImuSIAohhBBvIK2isPN/21s0KyXTS/9revbsiUajyfQKDAzM13auXLlCixYt8rXOwqZnz560adMm3+u9cOFClp+RRqPhr7/+yte2oqOj6devX77W+aJCQkLYuXOnvsMQOZA/JwohhBBvoKM3bnHzcTLWxsbUdiym73CEHgQGBrJ06VKdY6ampvnahqNjzivjpqamYiyLI+UoPDycihUr6hxzcHDI1zaKFdP/9wBFUdBqtVhZWWFlZaXvcEQOZARRCCGEeAOF/2/00K+kE8YG8uP+v8jU1BRHR0edV5EiRdTzGo2GxYsX07ZtWywsLPD09OS3334DID09nVKlSjF//nydOo8cOYKBgQEXL15U68iYYpoxIrZ69WoaNWqEmZkZK1asID09nQkTJlCqVClMTU2pWrUqW7duVevMuG7t2rU0btwYCwsLqlSpwr59+9QyYWFh2NnZsXHjRry9vbGwsOC9997j4cOHLFu2DFdXV4oUKcLgwYPRarXqdcnJyYSEhFCyZEksLS2pXbs2kZGRmerdtm0b5cuXx8rKisDAQK5cuQI8mQ65bNkyNmzYoI7uZVw/YsQIvLy8sLCwwN3dnS+++ILU1NQ8f04ODg6ZPqeMpDpjOuYPP/yAq6srtra2dO7cmfv376vX379/n65du2JpaYmTkxNff/01fn5+DBkyRC3z7BTTnD77DCdPnqRFixZYWVlRokQJunXrxs2bN9Xz6enpTJkyBTc3N8zNzalSpQq//vqrej4yMhKNRsOWLVuoXr06pqam7NmzJ9MU04wR2hkzZuDk5ISDgwNBQUE6fXnlyhVatmyJubk5bm5urFy5slBNm33TyE8MIYQQ4g2Tlp7OHxnTS12c9RzNm0VRFB6lperlpShKvt/P+PHj6dixI8ePH+ftt9+ma9eu3L59GwMDA7p06cLKlSt1yq9YsYJ69epRpkyZbOscOXIkH3/8MadPnyYgIIDZs2cTGhrKjBkzOH78OAEBAbzzzjucO3dO57rRo0cTEhLC0aNH8fLyokuXLqSlpannHz58yJw5c1i1ahVbt24lMjKStm3bsnnzZjZv3swPP/zAwoULdZKU4OBg9u3bx6pVqzh+/DgdOnQgMDBQp+2HDx8yY8YMfvjhB/78808SEhIICQkBnkyH7Nixo5o0Xrlyhbp16wJgbW1NWFgYp06dYvbs2SxatIivv/76xT+MbMTFxbF+/Xo2btzIxo0b2bVrF1999ZV6ftiwYURFRfHbb7+xY8cOdu/ezeHDh59bb3afPcDdu3dp0qQJvr6+HDx4kK1bt3Lt2jU6duyoXj9lyhSWL1/OggUL+Pvvvxk6dCgffPABu3bt0mln5MiRfPXVV5w+fZrKlStnGUtERARxcXFERESwbNkywsLCCAsLU893796dy5cvExkZyZo1a/juu++4fv16XrpR5IFMMRVCCCHeMNHXb5KYkkoRUxOqFcvfqWr/dY+1aTT6fZFe2t7Vui/mRrmfrrlx48ZMU/k+++wzPvvsM/V9z5496dKlCwCTJ09mzpw5HDhwgMDAQLp27UpoaCgJCQmULl2a9PR0Vq1axeeff55ju0OGDKFdu3bq+xkzZjBixAg6d+4MwNSpU4mIiGDWrFl88803armQkBBatmwJPEleKlasSGxsLOXKlQOeTFedP38+ZcuWBeC9997jhx9+4Nq1a1hZWVGhQgUaN25MREQEnTp1IiEhgaVLl5KQkICzs7PaxtatW1m6dCmTJ09W612wYIFab3BwMBMmTADAysoKc3NzkpOTM02nfbofXF1dCQkJYdWqVQwfPjzH/nlW3bp1MXhmlD8pKUn9d3p6OmFhYVhbWwPQrVs3du7cyaRJk7h//z7Lli1j5cqVNG3aFIClS5eq95uTnD77efPm4evrq/YRwPfff4+Liwtnz56lTJkyTJ48mfDwcOrUqQOAu7s7e/bsYeHChTRq1Ei9bsKECTRr1izHWIoUKcK8efMwNDSkXLlytGzZkp07d9K3b1/OnDlDeHg40dHR1KhRA4DFixfj6en53HsULybPCWJycjL79+/n4sWLPHz4kGLFiuHr64ubm1tBxCeEEEKIPMpYvbRpKWeMZHrpf1bjxo0zTRG1t7fXef/0iI6lpSU2NjbqyEzVqlUpX748K1euZOTIkezatYvr16/ToUOHHNvN+CUe4N69e1y+fJl69erplKlXrx7Hjh3LNhYnJycArl+/riaIFhYWahIHUKJECVxdXXWS4BIlSqjxnzhxAq1Wi5eXl047ycnJOs/4PVuvk5NTrkanVq9ezZw5c4iLiyMpKYm0tDRsbGyee11W9ZQvXz7b866urmpy+Gx858+fJzU1lVq1aqnnbW1t8fb2fm67OX32x44dIyIiIstnBePi4khNTeXhw4eZEr+UlBR8fX11jj399ZCdihUrYmhoqHOPJ06cACAmJgYjIyOqVaumnvfw8NCZLi3yV64TxKioKGbPns3vv/9Oamoqtra2mJubc/v2bZKTk3F3d6dfv34MGDBA54tYCCGEEK9OslbLrn+vAtDMRVYvzW9mhkbsat1Xb23nhaWlJR4eHjmWeXYBGY1GQ3p6uvq+a9euaoK4cuVKAgMDn7uAiqWlZZ7izCoWjUYDoBNLVrHmFH9SUhKGhoYcOnRIJ/kAdBKfrOp43nTeffv20bVrV8aPH09AQAC2trasWrWK0NDQ591mJi4uLjl+Ts/7jF7U8/qudevWTJ06NdN1Tk5OnDx5EoBNmzZRsqTu95lnF0LKzddDQd2jeDG5+k7zzjvvcPjwYd5//322b99OjRo1MDc3V8+fP3+e3bt389NPPzFz5kyWL1/+3KFkIYQQQuS/fVev8yAtjRLmZvg4yF/Y85tGo8nTNM/X3fvvv8/nn3/OoUOH+PXXX1mwYEGerrexscHZ2ZmoqCidaYdRUVE6o14FwdfXF61Wy/Xr12nQoMEL12NiYqKz8A3A3r17KVOmDKNHj1aPZSzc8yq5u7tjbGxMdHQ0pUuXBiAxMZGzZ8/SsGHDF663WrVqrFmzBldXV4yy2EO1QoUKmJqakpCQoPO5FgRvb2/S0tI4cuQI1atXByA2NpY7d+4UaLv/ZblKEFu2bMmaNWuyXabY3d0dd3d3evTowalTp9SVn4QQQgjxau3458niNP4uJTH43yiM+G9KTk7m6tWrOseMjIwoWrRorutwdXWlbt269O7dG61WyzvvvJPnOD799FPGjh1L2bJlqVq1KkuXLuXo0aOsWLEiz3XlhZeXF127dqV79+6Ehobi6+vLjRs32LlzJ5UrV1afd3weV1dXtm3bRkxMDA4ODtja2uLp6UlCQgKrVq2iZs2abNq0iXXr1r1QnLdu3cr0OdnZ2WFmZvbca62trenRoweffvop9vb2FC9enLFjx2JgYKCOwr6IoKAgFi1aRJcuXRg+fDj29vbExsayatUqFi9ejLW1NSEhIQwdOpT09HTq169PYmIiUVFR2NjY0KNHjxdu+1nlypXD39+ffv36MX/+fIyNjfnkk08wNzd/qXsU2cvVgwn9+/fP9R42FSpUUB+SFUIIIcSr8zAtjT1XMqaXyuql/3Vbt27FyclJ51W/fv0819O1a1eOHTtG27ZtdWaQ5dbgwYMZNmwYn3zyCT4+PmzdupXffvvtlSwysnTpUrp3784nn3yCt7c3bdq00Rlty42+ffvi7e1NjRo1KFasGFFRUbzzzjsMHTqU4OBgqlatyt69e/niiy9eKEZ/f/9Mn1PG1iG5MXPmTOrUqUOrVq3w9/enXr16lC9fPlcJZnYyRn21Wi3NmzfHx8eHIUOGYGdnpy6o8+WXX/LFF18wZcoUypcvT2BgIJs2bSqQdUmWL19OiRIlaNiwIW3btqVv375YW1u/1D2K7GmUPK6ZrCgKhw4dUvescXNzw9fX97XO4O/du4etrS2JiYkv9HCxEEIIURhsT/iXMQcOU8rKkl8CGr/WP5tzo6B/fj9+/Jj4+Hjc3NzkF1Hx2njw4AElS5YkNDSU3r176zucAnHp0iVcXFwIDw+Xgalcysv3szw97RwREUHv3r25ePGi+vBuRpL4/fffv9RcZyGEEEK8nIzVS5uVcn7jk0MhxBNHjhzhzJkz1KpVi8TERHWLjnfffVfPkeWfP/74g6SkJHx8fLhy5QrDhw/H1dVVco8Ckuu1r2NjY2nVqhWurq6sXbuW06dPc+rUKX755RdKlSrF22+/zfnz5wsyViGEEEJk415KCvuuPlmiXlYvFeK/ZcaMGVSpUgV/f38ePHjA7t278/SsaWGXmprKZ599RsWKFWnbti3FihUjMjIy14/AibzJ9RTT4OBgTp8+zc6dOzOdUxQFf39/KlSowNy5c/M9yIImU0yFEEK87n6PT2DSoWOUtbVmRTM/fYfzSsgUUyGEyJ28fD/L9QhiZGQkQ4YMyfKcRqNhyJAhRERE5ClQIYQQQuSP/59eKqOHQgghXlyuE8SEhAR8fHyyPV+pUiW97P8ihBBC/NfdfpzMwes3AfCX1UuFEEK8hFwniElJSVhYWGR73sLCgocPH+ZLUEIIIYTIvT/+vUI6UKGIHaWsLPUdjhBCiNdYnlYxPXXqVKaNPDPcvHkzXwISQgghRN6E/296qYweCiGEeFl5ShCbNm1KVmvaaDQaFEWRJbWFEEKIV+z6w0ccvXkbAP9SkiAKIYR4OblOEOPj4wsyDiGEEEK8gPBLlwGoWtSe4hbmeo5GCCHE6y7XzyCWKVMmVy8hhBBCvDrq6qWy96HQI41Gw/r16/O1Tj8/v2xX0H8RPXv2pE2bNvlW33+Jq6srs2bN0ncYL2XcuHFUrVpV32EAcOHCBTQaDUePHtV3KFnKdYJ4/PjxXL2EEEII8Wr8k/SA03cSMdRoaFzSSd/hiELm6tWrfPzxx3h4eGBmZkaJEiWoV68e8+fPfy0WFly7di1ffvnlK23z0aNH9OnTh2LFimFlZUWtWrXYu3dvrq9fs2YNTZo0oUiRIpibm+Pt7c2HH37IkSNHCjDq/BMWFoadnV2m49HR0fTr169A2vTz80Oj0WR6DRgwIF/bCQkJyXI/d31wcXHhypUrVKpUSd+hZCnXU0yrVq2qPmuYHY1Gg1arzZfAhBBCCJGzjMVpahQvir2ZqZ6jEYXJ+fPnqVevHnZ2dkyePBkfHx9MTU05ceIE3333HSVLluSdd97Rd5g5sre3f+VtTp8+nV9//ZXVq1fj5eXFyZMnMTLK3a/LI0aMIDQ0lMGDBzN+/HjKlCnDjRs32LJlC6NGjWLr1q0FHH3BKVasWIHW37dvXyZMmKBzLKfdE16ElZUVVlZW+Vrni0hJScHExARHR0d9h5KtXI8gxsfHc/78eeLj47N9nT9/viBjFUIIIcRTwv958vxhM1m99JVRFIVHaWl6eeX0R/pnDRw4ECMjIw4ePEjHjh0pX7487u7uvPvuu2zatInWrVurZe/evauOmtnY2NCkSROOHTumU9/8+fMpW7YsJiYmeHt788MPP+TY/okTJ2jSpAnm5uY4ODjQr18/kpKS1PNpaWkMHjwYOzs7HBwcGDFiBD169NCZAvrsFNPk5GRGjBiBi4sLpqameHh4sGTJEgC0Wi29e/fGzc1NHbmbPXt2rvsrg4GBARUqVCAgIAA3Nzdat25NrVq1nnvdX3/9xbRp05g5cyYzZ86kQYMGlC5dmurVq/P555+zZcsWnfIbNmygWrVqmJmZ4e7uzvjx40lLS1PPJyQk8O6772JlZYWNjQ0dO3bk2rVr6vmM6ZLff/89pUuXxsrKioEDB6LVapk2bRqOjo4UL16cSZMm6bQ7c+ZMfHx8sLS0xMXFhYEDB6qfS2RkJL169SIxMVEdxRs3bhyQeYrp3bt36d+/PyVKlMDMzIxKlSqxceNGAC5evEjr1q0pUqQIlpaWVKxYkc2bN+fYfxYWFjg6Ouq8bGxsgP+fjrl27VoaN26MhYUFVapUYd++fTp1LFq0CBcXFywsLGjbti0zZ87UGQ19doppxpTjGTNm4OTkhIODA0FBQaSmpqplkpOTCQkJoWTJklhaWlK7dm0iIyN12t2zZw8NGjTA3NwcFxcXBg8ezIMHD9Tzrq6ufPnll3Tv3h0bGxv69euXaYppZGQkGo2GnTt3UqNGDSwsLKhbty4xMTE6bU2cOJHixYtjbW1Nnz59GDlyZIFMm831CKI8XyiEEEIUHnGJ94i7dx8jjYZGzjK99FV5rNXSeP2W5xcsABFtWmCei9GsW7dusX37diZPnoylZdb7Yj698nyHDh0wNzdny5Yt2NrasnDhQpo2bcrZs2ext7dn3bp1fPzxx8yaNQt/f382btxIr169KFWqFI0bN85U94MHDwgICKBOnTpER0dz/fp1+vTpQ3BwMGFhYQBMnTqVFStWsHTpUsqXL8/s2bNZv359lvVl6N69O/v27WPOnDlUqVKF+Ph4dZu19PR0SpUqxS+//IKDgwN79+6lX79+ODk50bFjx+f2WYbWrVszduxYlixZQu/evXN93U8//aQmaVl5ur93795N9+7dmTNnDg0aNCAuLk6dvjl27FjS09PV5HDXrl2kpaURFBREp06ddJKTuLg4tmzZwtatW4mLi+O9997j/PnzeHl5sWvXLvbu3cuHH36Iv78/tWvXBp4kwHPmzMHNzY3z588zcOBAhg8fzrfffkvdunWZNWsWY8aMUROTrEbc0tPTadGiBffv3+fHH3+kbNmynDp1CkNDQwCCgoJISUnhzz//xNLSklOnTuXLyN3o0aOZMWMGnp6ejB49mi5duhAbG4uRkRFRUVEMGDCAqVOn8s477xAeHs4XX3zx3DojIiJwcnIiIiKC2NhYOnXqRNWqVenbty8AwcHBnDp1ilWrVuHs7My6desIDAzkxIkTeHp6EhcXR2BgIBMnTuT777/nxo0bBAcHExwczNKlS9V2ZsyYwZgxYxg7duxz7zE0NJRixYoxYMAAPvzwQ6KiogBYsWIFkyZN4ttvv6VevXqsWrWK0NBQ3NzcXqJXs6EIJTExUQGUxMREfYcihBBC5MqCE6eV2r/8poTs2a/vUPSmoH9+P3r0SDl16pTy6NEj9djD1FSl9i+/6eX1MDU1V3H/9ddfCqCsXbtW57iDg4NiaWmpWFpaKsOHD1cURVF2796t2NjYKI8fP9YpW7ZsWWXhwoWKoihK3bp1lb59++qc79Chg/L222+r7wFl3bp1iqIoynfffacUKVJESUpKUs9v2rRJMTAwUK5evaooiqKUKFFCmT59uno+LS1NKV26tPLuu++qxxo1aqR8/PHHiqIoSkxMjAIoO3bsyFUfKIqiBAUFKe3bt1ff9+jRQ6f+Z129elVxdHRURo0apXh6eiqzZs1Sz928eVMBlOjo6CyvDQwMVCpXrqxzLDQ0VO1vS0tL5e7du4qiKErTpk2VyZMn65T94YcfFCcnJ0VRFGX79u2KoaGhkpCQoJ7/+++/FUA5cOCAoiiKMnbsWMXCwkK5d++eWiYgIEBxdXVVtFqteszb21uZMmVKtvf8yy+/KA4ODur7pUuXKra2tpnKlSlTRvn6668VRVGUbdu2KQYGBkpMTEyWdfr4+Cjjxo3Lts1nNWrUSDE2NtbpK0tLS+XHH39UFEVR4uPjFUBZvHixek1Gf5w+fVpRFEXp1KmT0rJlS516u3btqnMvY8eOVapUqaK+79Gjh1KmTBklLS1NPdahQwelU6dOiqIoysWLFxVDQ0Pl33//1am3adOmyqhRoxRFUZTevXsr/fr10zm/e/duxcDAQP2+UaZMGaVNmzY6ZTLu6ciRI4qiKEpERIQCKOHh4WqZTZs2KYBaT+3atZWgoCCdeurVq6dzTznJ6vtZdvK0D6IQQggh9E9RFHZcypheKquXvkpmhoZEtGmht7ZfxoEDB0hPT6dr164kJycDcOzYMZKSknBwcNAp++jRI+Li4gA4ffp0pgVK6tWrl+0UztOnT1OlShWd0ct69eqRnp5OTEwMZmZmXLt2TWfqpqGhIdWrVyc9PT3LOo8ePYqhoSGNGjXK9v6++eYbvv/+exISEnj06BEpKSl5mn4XGhpK6dKlmTx5Mv3796dBgwbcuHGDiRMncuLECaytralSpUqu6/vwww9555132L9/Px988IE6RfjYsWNERUXpTP/UarU8fvyYhw8fcvr0aVxcXHBxcVHPV6hQATs7O06fPk3NmjWBJ1MXra2t1TIlSpTA0NAQAwMDnWPXr19X34eHhzNlyhTOnDnDvXv3SEtLU9vN7TN/R48epVSpUnh5eWV5fvDgwXz00Uds374df39/2rdvT+XKlXOss2vXrowePVrnWIkSJXTeP12Hk9OTWRPXr1+nXLlyxMTE0LZtW53ytWrVUqe9ZqdixYrqyGdGvSdOnACeTJPWarWZ7jM5OVn9/3Ls2DGOHz/OihUr1POKopCenk58fDzly5cHoEaNGjnG8bx7LF26NDExMZlGqGvVqsUff/yRq7rzQhJEIYQQ4jVz5k4il5IeYGZoSAPnEs+/QOQbjUaTq2me+uTh4YFGo8n0/JK7uzsA5ub/v19mUlISTk5OmZ6rArJczVJfno45K6tWrSIkJITQ0FDq1KmDtbU106dPZ//+/blu4/jx42pCWaZMGcLDw9Uk8d69e3zwwQcYGxtnea2npyd79uwhNTVVLWNnZ4ednR2XLl3SKZuUlMT48eNp165dpnrMzMxyHe+zsWg0miyPZSTdFy5coFWrVnz00UdMmjQJe3t79uzZQ+/evUlJScl1gvi8z6JPnz4EBASwadMmtm/fzpQpUwgNDWXQoEHZXmNra4uHh0eO9T59bxlTdrP7g0Ju5dRfSUlJGBoacujQIZ0kEv5/6m1SUhL9+/dn8ODBmeouXbq0+u/spnrnFE9+3eOLyPUiNUIIIYQoHDL2PqzvVKLQJyvi1XNwcKBZs2bMmzdPZ7GMrFSrVo2rV69iZGSEh4eHzqto0aIAlC9fXn0OKkNUVBQVKlTIss7y5ctz7NgxnbajoqIwMDDA29sbW1tbSpQoQXR0tHpeq9Vy+PDhbOP08fEhPT2dXbt2ZXk+KiqKunXrMnDgQHx9ffHw8FBHQHOrZMmS7N27V12R38vLi+3bt/Pzzz+zbt26HJ9p69KlC0lJSXz77bfPbadatWrExMRk6m8PDw8MDAwoX748//zzD//88496zalTp7h79262fZ4bhw4dIj09ndDQUN566y28vLy4fPmyThkTE5Pn7khQuXJlLl26xNmzZ7Mt4+LiwoABA1i7di2ffPIJixYteuG4c8Pb21vn6wnI9D6vfH190Wq1XL9+PdPnlLECabVq1Th16lSWn6WJiclLtf+sgrjH7Lx0grhr1y42b97MnTt38iMeIYQQQuQgXVEIvySrl4qcffvtt6SlpVGjRg1Wr17N6dOniYmJ4ccff+TMmTPqiIi/vz916tShTZs2bN++nQsXLrB3715Gjx7NwYMHAfj0008JCwtj/vz5nDt3jpkzZ7J27VpCQkKybLtr166YmZnRo0cPTp48SUREBIMGDaJbt27qtMFBgwYxZcoUNmzYQExMDB9//DF37tzRWczlaa6urvTo0YMPP/yQ9evXEx8fT2RkJD///DPwZATv4MGDbNu2jbNnz/LFF1/k+ZfnwYMHExsbS+fOnTl8+DB///034eHh6uqiOa3cWqdOHT755BM++eQThg0bxp49e7h48SJ//fUXS5YsQaPRqFM/x4wZw/Llyxk/fjx///03p0+fZtWqVXz++efqZ+Lj40PXrl05fPgwBw4coHv37jRq1CjXUxWz4uHhQWpqKnPnzuX8+fP88MMPLFiwQKeMq6srSUlJ7Ny5k5s3b2a5X2ajRo1o2LAh7du3Z8eOHcTHx6uL5QAMGTKEbdu2ER8fz+HDh4mIiFCnWmbn4cOHXL16VeeVl9xi0KBBbN68mZkzZ3Lu3DkWLlzIli1bsv16yg0vLy+6du1K9+7dWbt2LfHx8Rw4cIApU6awadMm4MnWJnv37iU4OJijR49y7tw5NmzYQHBw8Au3m51BgwaxZMkSli1bxrlz55g4cSLHjx9/qXvMTq4TxKlTp+r85URRFAIDA2ncuDGtWrWifPny/P333/keoBBCCCH+3/Fbt7n+6DGWRka85Vhc3+GIQqps2bIcOXIEf39/Ro0aRZUqVahRowZz584lJCRE3YBeo9GwefNmGjZsSK9evfDy8qJz585cvHhRTebatGnD7NmzmTFjBhUrVmThwoUsXboUPz+/LNu2sLBg27Zt3L59m5o1a/Lee+/RtGlT5s2bp5YZMWIEXbp0oXv37tSpUwcrKysCAgJynGI5f/583nvvPQYOHEi5cuXo27evOkrZv39/2rVrR6dOnahduza3bt3KdkXR7GRsnZCUlESzZs146623CA8PZ8eOHSxevJhRo0axZs2abK+fMWMGK1eu5MiRI7Rq1QpPT086dOhAeno6+/btU7dtCAgIYOPGjWzfvp2aNWvy1ltv8fXXX6s7Bmg0GjZs2ECRIkVo2LAh/v7+uLu7s3r16jzdT1b3N3PmTKZOnUqlSpVYsWIFU6ZM0SlTt25dBgwYQKdOnShWrBjTpk3Lsq41a9ZQs2ZNunTpQoUKFRg+fLg68qjVagkKCqJ8+fIEBgbi5eX13JHVRYsW4eTkpPPq0qVLru+tXr16LFiwgJkzZ1KlShW2bt3K0KFD8zRlNytLly6le/fufPLJJ3h7e9OmTRuio6PV6aOVK1dm165dnD17lgYNGuDr68uYMWNwds7/P9517dqVUaNGERISQrVq1YiPj6dnz54vfY9Z0ShK7jbVqVatGiNGjKBTp04A/PLLL/To0YMdO3ZQvnx5unfvjoWFhfqXnNfJvXv3sLW1JTExUf3PK4QQQhRGYafPsupcPHWdijOmpq++w9Grgv75/fjxY+Lj43FzcyuQX8LE/0tPT6d8+fJ07NhRTV6FeBl9+/blzJkz7N69W9+hFJhmzZrh6Oj43H1JIW/fz3L94EJ8fLzOyjqbN2/mvffeo169egB8/vnndOjQIbfVCSGEECIPHqWlYWRgQPPSpejk6U5iSoq+QxLihV28eJHt27fTqFEjkpOTmTdvHvHx8bz//vv6Dk28pmbMmEGzZs2wtLRky5YtLFu2LFfPhL4uHj58yIIFCwgICMDQ0JCffvpJHeHOb7lOENPS0jA1NVXf79u3jyFDhqjvnZ2d1c1KhRBCCJF/krVafoyJ4+fYeO6npmJtbExHDze6l/PA9CW3PhBCHwwMDAgLCyMkJARFUahUqRLh4eHPfVZNiOwcOHCAadOmcf/+fdzd3ZkzZw59+vTRd1j5JmM6+KRJk3j8+DHe3t6sWbMGf3//fG8r1wli2bJl+fPPP3F3dychIYGzZ8/SsGFD9fylS5cy7aEjhBBCiJfzKC2NH2PiWHL6/1cMvJ+aqr7/wLusrGQqXjsuLi6ZVkYV4mW8jo+55YW5uTnh4eGvpK1cL1ITFBREcHAwvXv3pkWLFtSpU0dnqd0//vgDX9//9rMQQgghRH4zMjDg59j4LM/9HBuPkYHsWCWEECL/5PqnSt++fZkzZw63b9+mYcOGmVZxunz5Mh9++GG+ByiEEEL8lyWlpHI/NTXLc/dTU0nK5pwQQgjxIvI0J+XDDz/MNgl8kx4CFUIIIQoLKxNjrI2Ns0wSrY2NsTI21kNUQggh3lR5npfy77//MmfOHIKDgwkODmbu3Ln8+++/L9T4n3/+SevWrXF2dkaj0bB+/Xqd8z179kSj0ei8AgMDdcrcvn2brl27YmNjg52dHb179yYpKemF4hFCCCEKm1Stlvc8XLM819HDjbT09FcbkBBCiDdankYQv/32W4YNG0ZKSoq639C9e/f49NNPmTlzZp43JH3w4AFVqlThww8/pF27dlmWCQwMZOnSper7p1dShSebRl65coUdO3aQmppKr1696NevHytXrsxTLEIIIURhtOnCJTp6uAHwa+wFWcVUCCFEgcr1COKmTZsYPHgwwcHB/Pvvv9y9e5e7d+/y77//MnDgQD7++GM2b96cp8ZbtGjBxIkTadu2bbZlTE1NcXR0VF9FihRRz50+fZqtW7eyePFiateuTf369Zk7dy6rVq3i8uXLeYpFCCGEKGzi791n9vG/+ShyL63KuLC5dXO2tG7O5tbN+cC7rCSHosBlNcOrsLY9btw4qlatWmDx5IWrqyuzZs3SdxhA4eoX8UTPnj1p06aNvsPIVq4TxOnTpzNy5EhmzJiBk5OTetzJyYmZM2cyYsQIpk2blu8BRkZGUrx4cby9vfnoo4+4deuWem7fvn3Y2dlRo0YN9Zi/vz8GBgbs378/2zqTk5O5d++ezksIIYQoTNIVha8OHSdNUShpaYGzpQXGBgYUMTXF2MBAtrYQOSqMv4BGRkai0Wi4e/durspfuXKFFi1a5Fv7Fy5cyPToUsbrr7/+yrd2AKKjo+nXr1++1vmiQkJC2Llz5ytpKzY2loCAAGxsbLC3t6dFixbcuHEj19c/evQIe3t7ihYtSnJycp7bz+vXWEHL+Jo7evSozvHZs2cTFhaml5hyI9c/XQ4fPszChQuzPd+tWzfmzJmTL0FlCAwMpF27dri5uREXF8dnn31GixYt2LdvH4aGhly9epXixYvrXGNkZIS9vT1Xr17Ntt4pU6Ywfvz4fI1VCCGEyE+/xSdw7NZtzA0NCfH1QaPR6DskIV6JlJQUTExMcHR0LJD6w8PDqVixos6x/N7Lu1ixYvla34tQFAWtVouVlRVWVlavpM1+/fqRmJjIrl27sLCwYN++fSiKkuvr16xZQ8WKFVEUhfXr19OpU6cCjFZ/bG1t9R1CjnI9gqjVajHOYaU0Y2NjtFptvgSVoXPnzrzzzjv4+PjQpk0bNm7cSHR0NJGRkS9V76hRo0hMTFRf//zzT/4ELIQQQuSDW48fM+/EKQD6VyqHk6WFniMSrzs/Pz8GDx7M8OHDsbe3x9HRkXHjxumUOXfuHA0bNsTMzIwKFSqwY8cOnfNZjc4cPXoUjUbDhQsXALh48SKtW7emSJEiWFpaUrFiRTZv3syFCxdo3LgxAEWKFEGj0dCzZ081tuDgYIYMGULRokUJCAgAMk8xHTFiBF5eXlhYWODu7s4XX3xB6gts8+Lg4KDz+JKjo6P6O27GdMwffvgBV1dXbG1t6dy5M/fv31evv3//Pl27dsXS0hInJye+/vpr/Pz8GDJkiFrm2SmmGo2GxYsX07ZtWywsLPD09OS3337TievkyZO0aNECKysrSpQoQbdu3bh586Z6Pj09nSlTpuDm5oa5uTlVqlTh119/zfT5bNmyherVq2NqasqePXsyTTHNGF3OmBXo4OBAUFCQTl9euXKFli1bYm5ujpubGytXrszVtFkDAwMCAgLw9fXF29ubnj17ZhrMycmSJUv44IMP+OCDD1iyZInOuaxG4+7evYtGoyEyMjLHr7Hk5GQGDx5M8eLFMTMzo379+kRHR2fqu23btuHr64u5uTlNmjTh+vXrbNmyhfLly2NjY8P777/Pw4cP1eu2bt1K/fr1sbOzw8HBgVatWhEXF6eed3N78vy4r68vGo0GPz8/nc8gQ27j27lzJzVq1MDCwoK6desSExOT677Ni1wniBUrVmTDhg3Znl+/fn2mv8bkN3d3d4oWLUpsbCwAjo6OXL9+XadMWloat2/fzvGvTqamptjY2Oi8hBBCiMLi66N/k5SaRrkitnT43wI1onBQFIVHael6eeVlJCYry5Ytw9LSkv379zNt2jQmTJigJoHp6em0a9cOExMT9u/fz4IFCxgxYkSe2wgKCiI5OZk///yTEydOMHXqVKysrHBxcVH30I6JieHKlSvMnj1bJzYTExOioqJYsGBBlnVbW1sTFhbGqVOnmD17NosWLeLrr79+gZ7IWVxcHOvXr2fjxo1s3LiRXbt28dVXX6nnhw0bRlRUFL/99hs7duxg9+7dHD58+Ln1jh8/no4dO3L8+HHefvttunbtyu3bt4EniU6TJk3w9fXl4MGDbN26lWvXrtGxY0f1+ilTprB8+XIWLFjA33//zdChQ/nggw/YtWuXTjsjR47kq6++4vTp01SuXDnLWCIiIoiLiyMiIoJly5YRFhamM+Wxe/fuXL58mcjISNasWcN3332X6XfurLz77rt8++23ueqPZ8XFxbFv3z46duxIx44d2b17NxcvXsz19Tl9jQ0fPpw1a9awbNkyDh8+jIeHBwEBAWr/Zxg3bhzz5s1j7969/PPPP3Ts2JFZs2axcuVKNm3axPbt25k7d65a/sGDBwwbNoyDBw+yc+dODAwMaNu2Len/W136wIEDwJNR6ytXrrB27dosY89tfKNHjyY0NJSDBw9iZGRUYHvQ53qKaVBQEB999BGmpqb069cPo/89+5CWlsbChQv5/PPPC3wvxEuXLnHr1i31Gcg6depw9+5dDh06RPXq1QH4448/SE9Pp3bt2gUaixBCCFEQoq5cI/zSZQw1GkZVq4KhTC0tVB5rFZr+WjB/tX+ene95Y2704l8PlStXZuzYsQB4enoyb948du7cSbNmzQgPD+fMmTNs27YNZ2dnACZPnpznZwATEhJo3749Pj4+wJM/7mewt7cHoHjx4tjZ2elc5+np+dy1LD7//HP1366uroSEhLBq1SqGDx+epxjr1q2LgYHuGMnTW6Slp6cTFhaGtbU18OQxqp07dzJp0iTu37/PsmXLWLlyJU2bNgVg6dKlap/lpGfPnnTp0gV40rdz5szhwIEDBAYGMm/ePHx9fZk8ebJa/vvvv8fFxYWzZ89SpkwZJk+eTHh4OHXq1AGe9O2ePXtYuHAhjRo1Uq+bMGECzZo1yzGWIkWKMG/ePAwNDSlXrhwtW7Zk586d9O3blzNnzhAeHk50dLS6zsfixYvx9PTMsc4//viDkSNHMn78eFq1asXq1atp0KAB8GTqaM+ePXVGYp/1/fff06JFC3VByoCAAJYuXZpppDs7hoaGWX6NPXjwgPnz5xMWFqZ+PS9atIgdO3awZMkSPv30U7WOiRMnUq9ePQB69+7NqFGjiIuLU7+O33vvPSIiItQ/nrRv3z7TPRQrVoxTp05RqVIldapxxqh1VvIS36RJk9TPeuTIkbRs2ZLHjx9jZmaWqz7KrVwniD169ODEiRMEBwczatQoypYti6IonD9/nqSkJAYPHqwO4+ZWUlKSOhoIEB8fz9GjR7G3t8fe3p7x48fTvn17HB0diYuLY/jw4WpGDVC+fHkCAwPp27cvCxYsIDU1leDgYDp37pyr/6hCCCFEYfIwLY3pR04A0MnDDe8ihfs5FfF6eXY0ycnJSR0VOn36NC4uLjq/P2UkInkxePBgPvroI7Zv346/vz/t27fPdhTraRl/6M/J6tWrmTNnDnFxcSQlJZGWlvZCs8BWr15N+fLlsz3v6uqqJoeg20/nz58nNTWVWrVqqedtbW3x9vZ+brtP94OlpSU2NjZqvceOHSMiIiLLZwXj4uJITU3l4cOHmRK/lJQUfH19dY49vXhjdipWrIjhU6sgOzk5ceLEk+89MTExGBkZUa1aNfW8h4eHzk4CWRk5ciRBQUGEhIRQsWJFWrduzQ8//EDr1q05ceIE9evXz/ZarVbLsmXLdEaVP/jgA0JCQhgzZkymhD4vMvovI/GDJ4/G1apVi9OnT+uUffozKlGihDqd+eljGaOC8GRa9pgxY9i/fz83b95URw4TEhKoVKlSgcaXMWB2/fp1Spcunau2citPS6DNmDGD9957j59++olz584B0KhRIzp37sxbb72V58YPHjyozhWGJ0P28CQZnT9/PsePH2fZsmXcvXsXZ2dnmjdvzpdffqmzF+KKFSsIDg6madOmGBgY0L59+3xfLEcIIYR4FRb9HcPVh49wtDCnb8Xn/8IpXj0zQw0739PPZ2Nm+HKjyc+uJaHRaNRfaHMj45f0p6e6PvsMYJ8+fQgICFCn402ZMoXQ0FAGDRqUY92WlpY5nt+3bx9du3Zl/PjxBAQEYGtry6pVqwgNDc11/BlcXFzw8PDI9vzL9tOL1JuUlETr1q2ZOnVqpuucnJw4efIk8GTbuZIlS+qcf3aP8Of15fNieVHHjx9n6NChwJOt7JYsWUKHDh2YN28eYWFhOY4Qb9u2jX///TfTojRarVYd5c7N19/LerpfNBrNc/updevWlClThkWLFuHs7Ex6ejqVKlUiJSUlX+PKLj4gX742n5XnNbLfeuutF0oGs+Ln55fjfPpt27Y9tw57e3tWrlyZL/EIIYQQ+nLmzl1WnzsPwHBfH9nGopDSaDQvNc2zsCpfvjz//PMPV65cUUcmnt36IWO63JUrV9TRpGeX74cnCdiAAQMYMGAAo0aNYtGiRQwaNAgTExOAF1rUcO/evZQpU4bRo0erx/LyfFp+cXd3x9jYmOjoaHXUJjExkbNnz9KwYcMXrrdatWqsWbMGV1dX9TGup1WoUAFTU1MSEhJ0ppMWBG9vb9LS0jhy5Ig6shsbG8udO3dyvK5kyZL8+eef6jTa9u3bk5SURK9evahcuTIdOnTI9tolS5bQuXNnnc8XnkypXLJkCc2aNdP5+ssYNX326y+rr7GyZcuqz7eWKVMGeJJYRkdH6ywslFe3bt0iJiaGRYsWqVNp9+zZ89x4nlVQ8b2MXP/0KVOmDE2aNKFx48Y0btwYFxeXgoxLCCGE+M9IS09nyqHjpAPNXJyp61RC3yGJ/xh/f3+8vLzo0aMH06dP5969e5l+Wffw8MDFxYVx48YxadIkzp49m2kEb8iQIbRo0QIvLy/u3LlDRESEOp2zTJkyaDQaNm7cyNtvv425uXmut1/w9PQkISGBVatWUbNmTTZt2sS6dete6F5v3bqVaTs0Ozu7XD3HZW1tTY8ePfj000+xt7enePHijB07FgMDg5faiiYoKIhFixbRpUsXdaXZ2NhYVq1axeLFi7G2tiYkJIShQ4eSnp5O/fr1SUxMJCoqChsbG3r06PHCbT+rXLly+Pv7069fP+bPn4+xsTGffPIJ5ubmOd7j8OHDGThwII6OjnTq1InExET27duHhYUFZ86cISoqKstppjdu3OD333/nt99+yzQts3v37rRt25bbt29jb2/PW2+9xVdffYWbmxvXr1/XeS4Vsv8a++ijj9TPrHTp0kybNo2HDx/Su3fvF+6nIkWK4ODgwHfffYeTkxMJCQmMHDlSp0zx4sUxNzdn69atlCpVCjMzs0xbXFhaWhZIfC8j1xN6e/XqRXx8PP3798fV1RUPDw/69u3LTz/9lOOeg0IIIYTI2c+x8cTcTcTa2JghVXL33IoQ+cnAwIB169bx6NEjatWqRZ8+fZg0aZJOGWNjY3766SfOnDlD5cqVmTp1KhMnTtQpo9VqCQoKUteJ8PLyUhcxLFmyJOPHj2fkyJGUKFGC4ODgXMf3zjvvMHToUIKDg6latSp79+7liy++eKF79ff3x8nJSef19HYazzNz5kzq1KlDq1at8Pf3p169epQvX/6lFgpxdnYmKioKrVZL8+bN8fHxYciQIdjZ2alTK7/88ku++OILpkyZovbvpk2b1K0U8tPy5cspUaIEDRs2pG3btvTt2xdra+sc77F///6sXr2a33//nerVq/POO++QkpLCmTNn6NatG23atFEfUXu2LUtLS3XRn6c1bdoUc3NzfvzxR+DJIjBpaWlUr16dIUOGZPr6y+5r7KuvvqJ9+/Z069aNatWqERsby7Zt2577XGVODAwMWLVqFYcOHaJSpUoMHTqU6dOn65QxMjJizpw5LFy4EGdnZ959990s6yqI+F6GRsnjmsnJyclERUWxa9cuIiMj2b9/P6mpqXh5edGkSRO++eabgoq1wNy7dw9bW1sSExNlywshhBCv1OUHD3l/eySPtVpGVa/Mu25l9B3Sa6Ogf34/fvyY+Ph43Nzc8n2VQPHmePDgASVLliQ0NFRvIz4F7dKlS7i4uBAeHp5lIicKv7x8P8vzAw6mpqY0adKEJk2aAHDnzh1CQ0OZO3cuCxYseC0TRCGEEEIfFEVh+pETPNZq8S1qT2vX/F2JTgiR/44cOcKZM2eoVasWiYmJTJgwASDb0aHX0R9//EFSUhI+Pj5cuXKF4cOH4+rq+lLPWYrXR54TxJSUFPbt20dkZKQ6gliyZEnee++9An9oVgghhHiThF+6zL6r1zE2MGBEtcoYyJ6HQrwWZsyYQUxMDCYmJlSvXp3du3dTtGhRfYeVb1JTU/nss884f/481tbW1K1blxUrVmRa1VO8mXKdIE6YMEFNCMuUKUPDhg3p168fK1askD0HhRBCiDy6l5LC10f/BqBHOQ9cbayfc4UQojDw9fXl0KFD+g6jQAUEBKj7jov/nlwniOPGjaN06dKEhobSoUMHHBwcCjIuIYQQ4o32zYnT3E5Opoy1Fd29s9+TTQghhHiVcr2K6ZYtW+jcuTNhYWE4Ozvj4+PDoEGD+PXXX7lx40ZBxiiEEEK8UY7euMWG+AQARlWrjImhoZ4jEkIIIZ7IdYIYEBDAV199xV9//cXNmzeZOnUqFhYWTJs2jVKlSlGxYsU8LVcshBBC/BelaLVMOXwcgHfdSlO1mMzIEUIIUXjkOkF8mrW1NW+//TaTJ09m9uzZDBs2jEuXLjF//vz8jk8IIYR4oyyPieXi/STsTU0J8imv73CEEEIIHXlaxTQ9PZ2DBw8SERFBZGQkUVFRPHjwgFKlStG2bVsaN25cUHEKIYQQr70L9+6z7EwsAEOrVsTGxETPEQkhhBC6cp0gtmjRgr1793L//n2cnZ1p3LgxX3/9f+zdd3xUVfr48c+dPpOZVFIIJCEQuvQgIrZVEOzu2kUFwd21r/q1/tRV17q69rXssgquq4vddXUtiB1EekcgISG0JEBIMpNMuTP3/P6YMDIkQAIJCfC8X6/7msytz9yUyTPnnOc8za9+9Su6d+/eljEKIYQQhzxDKR5buBTdMDg2K4PRXaUCuBBCiI6n2V1Mk5OTeeKJJ1i9ejUbN27k9ddfZ/LkyZIcCiGEEM3w39IyFm+rwmE2c9uQAWgy56E4jEycOJFzzz23za9z//33M3jw4FY737Rp00hOTm618x2Ik046iZtuuqm9wwA61n0RB1+zE8R///vf/O53v6Nnz55tGY8QQghx2NkeCPLXpasA+F3/3nROcLVzROJwN3HiRDRN4+qrr2607brrrkPTNCZOnHjwAztAt956KzNnzjyo19Q0rcll+vTprXqd999/nwcffLBVz7m/LrroItasWXNQrrV161bOP/98UlJSSExM5KSTTmL16tV7PWbnz/eelm7duh2U2A+m1v5wZG9aNAZRCCGEEC33zJLleHWd3slJXFiQ397hiCNETk4O06dP5+mnn8bpdAIQCAR48803yc3Nbefo9o/b7cbtdh/0606dOpVx48bFrWvtFrbU1NRWPd/+0nUdp9MZ+5lpa3fccQfz58/n448/Jisri4ULF+7zmGeffZbHHnss9rxz585x3yPzblMHhUIhbIfomG+lFJFI5KBec7+qmAohhBCieWZvqWDGhs2YgLuGDcRikrdecXAMHTqUnJwc3n///di6999/n9zcXIYMGRK3r2EYPProo+Tn5+N0Ohk0aBDvvvtu3D4rVqzgzDPPJDExEY/Hw/HHH09xcXHcPn/5y1/o3LkzaWlpXHfddei6Htv2+uuvU1hYiMfjISsri0svvZTKysrY9m+++QZN05g5cyaFhYW4XC6OPfbYuNakplpRXn31Vfr374/dbqdz585x06499dRTDBgwgISEBHJycrj22mvx+XwtvpfJyclkZWXFLQ6HA/ilO+bnn39O3759cbvdjBs3ji1btsSOD4fD3HjjjSQnJ5OWlsYdd9zBhAkT4rrl7t7FtFu3bjzyyCNMmjQJj8dDbm4uf//73+Pi2rBhAxdeeCHJycmkpqZyzjnnUFpaGrfPP/7xD/r27YvD4aBPnz68+OKLsW2lpaVomsZbb73FiSeeiMPh4I033mjUxXTnfX/99dfp1q0bSUlJXHzxxXi93tg+Xq+X8ePHk5CQQOfOnXn66aeb1W3WZDJx7LHHMmrUKHr06MEFF1xA796993pMUlJS3PcC4r9Hw4cP58EHH+SKK64gMTGR3/3ud0A0Ge3Vqxcul4vu3btz7733xv2MNud1vvvuuwwYMACn00laWhqjR4+mrq4O+KWr9QMPPEB6ejqJiYlcffXVhEKh2PHBYJAbb7yRjIwMHA4Hxx13HPPmzYtt3/l78OmnnzJs2DDsdjv/+te/eOCBB1iyZEmslXTatGkopbj//vvJzc3FbreTnZ3NjTfeuNd71xzyLiWEEEK0EX84zOOLlgFwUc/u9ElJbt+AxAFTSqHr7bMopVoc76RJk5g6dWrs+auvvsqVV17ZaL9HH32Uf/7zn7z88susWLGCm2++mcsuu4xvv/0WgE2bNnHCCSdgt9v56quvWLBgAZMmTSIcDsfO8fXXX1NcXMzXX3/Na6+9xrRp05g2bVpsu67rPPjggyxZsoQPP/yQ0tLSJru53n333Tz55JPMnz8fi8XCpEmT9vj6XnrpJa677jp+97vfsWzZMj766CMKCgpi200mE8899xwrVqzgtdde46uvvuL2229vyS1slvr6ev7yl7/w+uuv891331FWVsatt94a2/7nP/+ZN954g6lTpzJr1ixqa2v58MMP93neJ598ksLCQhYtWsS1117LNddcE0uYdV1n7NixeDwevv/+e2bNmhVLTncmJG+88QZ//OMfefjhh1m1ahWPPPII9957L6+99lrcde68807+8Ic/sGrVKsaOHdtkLMXFxXz44Yd8/PHHfPzxx3z77bdxrXi33HILs2bN4qOPPmLGjBl8//33zWoNPOecc3j33Xf57LPP9rlvS/zlL39h0KBBLFq0iHvvvReITtU3bdo0Vq5cybPPPsuUKVN4+umnm/06t2zZwiWXXMKkSZNYtWoV33zzDb/5zW/ifjdnzpwZ2/bvf/+b999/nwceeCC2/fbbb+e9997jtddeY+HChRQUFDB27Fiqqqri4rjzzjt57LHHWLVqFWPGjOH//u//6N+/P1u2bGHLli1cdNFFvPfeezz99NP87W9/Y+3atXz44YcMGDDgwG+eEqqmpkYBqqampr1DEUIIcRh5dvFyNeKdj9Q5n8xQdbre3uEcdtr6/dvv96uVK1cqv98fWxcKGerp533tsoRCRrNjnzBhgjrnnHNUZWWlstvtqrS0VJWWliqHw6G2bt2qzjnnHDVhwgSllFKBQEC5XC41e/bsuHNMnjxZXXLJJUoppe666y6Vn5+vQqHQHq+Xl5enwuFwbN0FF1ygLrrooj3GOG/ePAUor9erlFLq66+/VoD68ssvY/t88sknCoh9D+677z41aNCg2Pbs7Gx19913N/u+vPPOOyotLS32fOrUqSopKWmvxwDK4XCohISEuGX9+vWxcwCqqKgodswLL7ygMjMzY88zMzPVE088EXseDodVbm6uOuecc2LrTjzxRPWHP/wh9jwvL09ddtllseeGYaiMjAz10ksvKaWUev3111Xv3r2VYfzycxEMBpXT6VSff/65UkqpHj16qDfffDPu9Tz44INq5MiRSimlSkpKFKCeeeaZuH12vy/33Xefcrlcqra2NrbutttuUyNGjFBKKVVbW6usVqt65513Yturq6uVy+WKe027W7FihXK73erRRx9VXbp0UW+//XZs2/z58xWgtm7dusfjdwLUBx98EHuel5enzj333H0e98QTT6hhw4Y1+3UuWLBAAaq0tLTJ802YMEGlpqaqurq62LqXXnpJud1uFYlElM/nU1arVb3xxhux7aFQSGVnZ6vHH39cKfXL78GHH34Yd+7df/aVUurJJ59UvXr12uPv5a6a+nu2J/s1BrG4uJipU6dSXFzMs88+S0ZGBp9++im5ubn079//wLNWIYQQ4hD3845qpq9dB8DtQwbgssiwf3Hwpaenc8YZZ8S6o51xxhl06tQpbp+ioiLq6+sZM2ZM3PpQKBTrirp48WKOP/54rFbrHq/Vv3//uLFfnTt3ZtmyZbHnCxYs4P7772fJkiXs2LEDwzAAKCsro1+/frH9Bg4cGHcOgMrKykbjJisrK9m8eTOnnHLKHmP68ssvefTRR/n555+pra0lHA4TCASor6/H5Wp+sainn36a0aNHx63Lzv5lqhqXy0WPHj3i4t7ZfbampoaKigqOPvro2Haz2cywYcNi92BPdr0XmqaRlZUVO++SJUsoKirC4/HEHRMIBCguLqauro7i4mImT57Mb3/729j2cDhMUlJS3DGFhYV7jQOiXV53vdaur3HdunXouh73GpOSkvbZVfT+++/ntNNO48477+TUU09lzJgxbN++nauvvpply5bRp0+fRj+vzdXUa3rrrbd47rnnKC4uxufzEQ6HSUxMbPbrHDRoEKeccgoDBgxg7NixnHrqqbECOzsNGjQo7mdr5MiR+Hw+NmzYQE1NDbquM2rUqNh2q9XK0UcfzapVq/YZ/+4uuOACnnnmGbp37864ceM4/fTTOeuss7Ac4PtNi4/+9ttvOe200xg1ahTfffcdDz/8MBkZGSxZsoRXXnmlUX91IYQQ4kgTNgweW7gUAxjdNZtjO2e2d0iilVgscN3v26cK7f7+zzdp0qTYuLwXXnih0fadY/I++eQTunTpErfNbrcDNKtgye7Jo6ZpsQSorq6OsWPHMnbsWN544w3S09MpKytj7NixceOzdj/Pzulgmkqk9hVTaWkpZ555Jtdccw0PP/wwqamp/PDDD0yePJlQKNSiBDErKyuu6+rumnrtaj+6BDfnvDvvhc/nY9iwYbzxxhuNjktPT499X6dMmcKIESPitu9exCUhIeGAYtlfS5cuZcKECUB0zOxHH33E2LFj2bZtG5999lmT3aGba/fX9OOPPzJ+/HgeeOABxo4dS1JSEtOnT+fJJ5+M229vr9NsNjNjxgxmz57NF198wfPPP8/dd9/NTz/9RH5+6xYga873JCcnh9WrV/Pll18yY8YMrr32Wp544gm+/fbbvX6Ysy8tHoN455138tBDDzFjxoy4akAnn3wyc+bM2e9AhBBCiMPFu8Wl/LyjBo/Vys2DpWfN4UTTNKzW9ln2d+7MnWPSdo5Z212/fv2w2+2UlZVRUFAQt+Tk5ADRlqzvv/8+rqBHS/z8889s376dxx57jOOPP54+ffrEFajZHx6Ph27duu1x2osFCxZgGAZPPvkkxxxzDL169WLz5s0HdM39kZSURGZmZlwhkkgk0qzxeXszdOhQ1q5dS0ZGRqPv285rZmdns27dukbbWzuZ6d69O1arNe411tTU7HOqjC5duvD999/Hno8aNYoPPviABx98kOLi4riCQwdq9uzZ5OXlcffdd1NYWEjPnj1Zv359i8+jaRqjRo3igQceYNGiRdhsNj744IPY9iVLluD3+2PP58yZg9vtJicnhx49emCz2Zg1a1Zsu67rzJs3L64VvSk2m63JaqZOp5OzzjqL5557jm+++YYff/wxruV+f7T4s6hly5bx5ptvNlqfkZHBtm3bDigYIYQQ4lBXXl/P35b/DMB1A/qS1lDpUIj2YjabY93Xdm85gmiideutt3LzzTdjGAbHHXccNTU1zJo1i8TERCZMmMD111/P888/z8UXX8xdd91FUlISc+bM4eijj95nN0KA3NxcbDYbzz//PFdffTXLly9vlTn/7r//fq6++moyMjI47bTT8Hq9zJo1ixtuuIGCggJ0Xef555/nrLPOYtasWbz88sv7dZ3q6mrKy8vj1nk8nma18gDccMMNPProoxQUFNCnTx+ef/55duzYsd9JP8D48eN54oknOOecc/jTn/5E165dWb9+Pe+//z633347Xbt25YEHHuDGG28kKSmJcePGEQwGmT9/Pjt27OCWW27Z72vvzuPxMGHCBG677TZSU1PJyMjgvvvuw2Qy7fU13nbbbZx++ulcd911XHPNNei6zrfffovNZmPr1q3897//5aKLLmqVGHv27ElZWRnTp09n+PDhfPLJJ3GJXXP89NNPzJw5k1NPPZWMjAx++ukntm7dSt++fWP7hEIhJk+ezD333ENpaSn33Xcf119/PSaTiYSEBK655prYfcrNzeXxxx+nvr6eyZMn7/Xa3bp1o6SkhMWLF9O1a1c8Hg///ve/iUQijBgxApfLxb/+9S+cTid5eXn7dY92anELYnJyclzZ3p0WLVrUqFuCEEIIcSRRSvHEwmX4IxEGd0rl7PxDc645cfhJTExsNNZqVw8++CD33nsvjz76KH379mXcuHF88sknsZamtLQ0vvrqK3w+HyeeeCLDhg1jypQpze7Glp6ezrRp03jnnXfo168fjz32GH/5y18O+HVNmDCBZ555hhdffJH+/ftz5plnsnbtWiA6Fuypp57iz3/+M0cddRRvvPEGjz766H5d58orr6Rz585xy/PPP9/s4++44w4uueQSrrjiCkaOHInb7Wbs2LGxqTL2h8vl4rvvviM3N5ff/OY39O3bl8mTJxMIBGLf66uuuop//OMfTJ06lQEDBnDiiScybdq0Vm9BhOiUIiNHjuTMM89k9OjRjBo1Kja9xp6MGzeOmTNnsmzZMkaNGsXJJ5/M6tWrmTt3Lg888AATJ05k9uzZrRLf2Wefzc0338z111/P4MGDmT17dqy6aXMlJiby3Xffcfrpp9OrVy/uuecennzySU477bTYPqeccgo9e/bkhBNO4KKLLuLss8/m/vvvj21/7LHHOO+887j88ssZOnQoRUVFfP7553HjGJty3nnnMW7cOH71q1+Rnp7Ov//9b5KTk5kyZQqjRo1i4MCBfPnll/z3v/8lLS2tRa9rd5pqYQfpW2+9lZ9++ol33nmHXr16sXDhQioqKrjiiiu44ooruO+++w4ooPZQW1tLUlISNTU1e/3jKYQQQuzNzI2buXvOAiyaxutjTiQ/0bPvg8R+a+v370AgQElJCfn5+Qf0j7wQuzMMg759+3LhhRe2SktqR1RXV0eXLl148skn99k6driYOHEi1dXVzZrC5GBryd+zFncxfeSRR7juuuvIyckhEonQr18/IpEIl156Kffcc89+By2EEEIcyrwhnacWLwdgQp+ekhwKIWLWr1/PF198wYknnkgwGOSvf/0rJSUlXHrppe0dWqtZtGgRP//8M0cffTQ1NTX86U9/AqLzHIpDS4sTRJvNxpQpU7j33ntZvnw5Pp+PIUOG0LNnz7aITwghhDgkvLh8FdsDQfI8CUzos+dqh0KII4/JZGLatGnceuutKKU46qij+PLLL+PGrh0O/vKXv7B69WpsNhvDhg3j+++/3+9pKkT7aXEX08ORdDEVQghxIBZv287V30THybx44kiGpss/RAeDdDEVQojmadMuppMmTdrr9ldffbWlpxRCCCEOWaFIhMcWLAXg7PxcSQ6FEEIc0lqcIO7YsSPuua7rLF++nOrqak4++eRWC0wIIYQ4FPxrdTGlXh8pdhvXDzi8uosJIYQ48rQ4QWxqvhDDMLjmmmvo0aNHqwQlhBBCHArWe31M/TlaUv+WwUeRaLO1c0RCCCHEgWnxPIhNnsRk4pZbbuHpp59ujdMJIYQQHZ5SiscWLEU3DI7JTGd01+z2DkkIIYQ4YK2SIAIUFxcTDodb63RCCCFEh/Zx6QYWbduOw2zm9qED0TStvUMSQgghDliLu5jecsstcc+VUmzZsoVPPvmECRMmtFpgQgghREdVFQjy/NKVAPy2f2+yE1ztHJEQQgjROlrcgrho0aK4ZenSaOW2J598kmeeeaa14xNCCCE6nGeWrKBW1+mVnMhFBfntHY4QB+ykk07ipptuavb+paWlaJrG4sWL2yymw8n999/P4MGDY88nTpzIueee227xCLE3LU4Qv/7667hl5syZTJ8+nd/97ndYLC1ukBRCCCEOKT+WV/LFhk2YgLuGDsJiarXRGkK0mokTJ6JpGldffXWjbddddx2apjFx4sTYuvfff58HH3yw2efPyclhy5YtHHXUUa0R7l4ZhsEdd9xBdnY2TqeTgQMH8p///KdZx2qahqZpzJkzJ259MBgkLS0NTdP45ptvmh2LJHbiSCDvakIIIUQz+cNhHl8Y7TlzYUE+fVOT2zcgIfYiJyeH6dOn4/f7Y+sCgQBvvvkmubm5cfumpqbi8XiafW6z2UxWVtZBaRz417/+xdNPP81TTz3FqlWreOqpp0hISGj28Tk5OUydOjVu3QcffIDb7W7tUA8qXdfbOwRxmGpxgjhkyBCGDh3arEUIIYQ4nPxj5Rq21PvJcjn53VF92jscIfZq6NCh5OTk8P7778fWvf/+++Tm5jJkyJC4fXfvYtqtWzceeeQRJk2ahMfjITc3l7///e+x7bt3Mf3mm2/QNI2ZM2dSWFiIy+Xi2GOPZfXq1XHXeeihh8jIyMDj8XDVVVdx5513xnW9bIrJZCI9PZ2LL76Ybt26MXr0aEaPHt3s+zBhwoRGifKrr77aZO2MDRs2cOGFF5KcnExqairnnHMOpaWlQLSb6GuvvcZ//vOfWMvkztbHO+64g169euFyuejevTv33ntvixK4bt26NRqqNXjwYO6///7Yc03TeOmllzj77LNJSEjg4YcfBvZ+T7/77jusVivl5eVx577ppps4/vjjmx2fOLK0OEEcN24cxcXF2O12TjrpJE466SQcDgfFxcWceuqpnHPOObFFCCGEOFysqa5h+tp1ANw2ZAAuGVZxRFJKYQTbZ1FKtTjeSZMmxbWevfrqq1x55ZXNOvbJJ5+ksLCQRYsWce2113LNNdc0Svh2d/fdd/Pkk08yf/58LBYLkyZNim174403ePjhh/nzn//MggULyM3N5aWXXtpnHKeccgo1NTXce++9zYp7d8OGDaNbt2689957AJSVlfHdd99x+eWXx+2n6zpjx47F4/Hw/fffM2vWLNxuN+PGjSMUCnHrrbdy4YUXMm7cOLZs2cKWLVs49thjAfB4PEybNo2VK1fy7LPPMmXKlDaZ/u3+++/n17/+NcuWLWPSpEn7vKcnnHAC3bt35/XXX497nW+88Ubc90aIXbX43W3r1q3ceOONjfqp33fffWzYsIFXX3211YITQgghOoKIUjy6YAkRpTila2dGdc5s75BEO1EhWHdnfbtcu/tjLjR7y4657LLLuOuuu1i/fj0As2bNYvr06c0ad3f66adz7bXXAtEWsqeffpqvv/6a3r177/GYhx9+mBNPPBGAO++8kzPOOINAIIDD4eD5559n8uTJsQT1j3/8I1988QU+n2+P56uvr2fMmDFceumlzJgxA7/fzxNPPBGbViYxMZFXX32V888/f6+vZdKkSbz66qtcdtllTJs2jdNPP5309PS4fd566y0Mw+Af//hH7PxTp04lOTmZb775hlNPPRWn00kwGCQrKyvu2HvuuSf2dbdu3bj11luZPn06t99++17jaqlLL700LsFvzj2dPHkyU6dO5bbbbgPgv//9L4FAgAsvvLBVYxOHjxa3IL7zzjtcccUVjdZfdtllsU9mhBBCiMPJu0UlrNpRg9tq4eZBbV+UQ4jWkp6ezhlnnMG0adOYOnUqZ5xxBp06dWrWsQMHDox9rWkaWVlZVFZWNvuYzp07A8SOWb16NUcffXTc/rs/3920adOorq7mhRde4NNPP2XGjBlceeWVhMNhSktL8fl8jBo1ap+v5bLLLuPHH39k3bp1TJs2rcnWsyVLllBUVITH48HtduN2u0lNTSUQCFBcXLzX87/11luMGjWKrKws3G4399xzD2VlZfuMq6UKCwvjnjfnnk6cOJGioqJYoZ5p06Zx4YUXtmgcpziytLgF0el0MmvWLHr27Bm3ftasWTgcjlYLTAghhOgIyuvreXn5zwBcN6AvnZzyXnck02zRlrz2uvb+mDRpEtdffz0AL7zwQrOPs1qt8dfXNAzDaPYxO1vh9nXM3ixdupT+/ftjtVpJSUlhxowZHH/88fz617+mZ8+ejBs3LpaI7k1aWhpnnnkmkydPJhAIcNppp+H1euP28fl8DBs2jDfeeKPR8bu3Nu7qxx9/ZPz48TzwwAOMHTuWpKQkpk+fzpNPPtns12kymRp1IW5qDOP+JHUZGRmcddZZTJ06lfz8fD799NMWVW4VR54WJ4g33XQT11xzDQsXLox9QvHTTz/x6quv7nffcCGEEKIjUkrxl0XL8UciDExL4Zz8vPYOSbQzTdNa3M2zve0cQ6dpGmPHjm23OHr37s28efPieqLNmzdvr8d06dKFDz74AK/Xi8fjISMjgy+//JLjjz+ejz/+mAULFjT7+pMmTeL000/njjvuwGw2N9o+dOhQ3nrrLTIyMkhMTGzyHDabjUgkErdu9uzZ5OXlcffdd8fW7ezS21zp6els2bIl9ry2tpaSkpJ9Htfce3rVVVdxySWX0LVrV3r06NGsVldx5GpxF9M777yT1157jQULFnDjjTdy4403snDhQqZOncqdd97ZFjEKIYQQ7eLrTVv4YUsFFk3jrmGDMDW0iAhxKDGbzaxatYqVK1c2mRgdLDfccAOvvPIKr732GmvXruWhhx5i6dKlsZbGpkyePJlIJMLZZ5/N7NmzWb16NZ9//jk+nw+Xy8Urr7zS7OuPGzeOrVu38qc//anJ7ePHj6dTp06cc845fP/995SUlPDNN99w4403snHjRiA6vnDp0qWsXr2abdu2oes6PXv2pKysjOnTp1NcXMxzzz3HBx980KJ7c/LJJ/P666/z/fffs2zZMiZMmNCs71Vz7+nYsWNJTEzkoYceanaRInHk2q8SbBdeeKEMbBVCCHFY84Z0nlq8HIAr+hSQn9j8OeKE6Gj21CJ2MI0fP55169Zx6623xoqkTJw4kblz5+7xmOzsbObOncsdd9zBb37zG2prayksLOSf//wnLpeLMWPG0KNHD2655ZZ9Xl/TtL2Ov3S5XHz33Xexa3m9Xrp06cIpp5wSu3+//e1v+eabbygsLMTn8/H1119z9tlnc/PNN3P99dcTDAY544wzuPfee+OmqNiXu+66i5KSEs4880ySkpJ48MEHm9WC2Nx7ajKZmDhxIo888kiTtUSE2JWm9qdm8mGmtraWpKQkampqOsQfUCGEEO3vzwuX8sG69eS6E3h9zInY27HlRTStrd+/A4EAJSUl5OfnS52FNjJmzBiysrLipmEQB2ZP93Ty5Mls3bqVjz76qJ0iE+2pJX/PmtWCmJqaypo1a+jUqRMpKSl77QpQVVXVsmiFEEKIDmbJtio+WBcdQ3TH0IGSHArRCurr63n55ZcZO3YsZrOZf//733z55ZfMmDGjvUM7ZDXnntbU1LBs2TLefPNNSQ5FszQrQXz66afxeKJda5555pm2jEcIIYRoV7ph8NjCJQCc1S2HYRnNmxJACLF3mqbxv//9j4cffphAIEDv3r157733GD16dHuHdshqzj0955xzmDt3LldffTVjxoxpx2jFoUK6mCJdTIUQQvxi6qo1/G3FalLsNqaP/RVJtv2cW0C0OeliKoQQzdPqXUx3ZxgGRUVFVFZWNprb5oQTTtifUwohhBDtrszrY+qqtQDcNKi/JIdCCCGOOC1OEOfMmcOll17K+vXrG03oqWlao7lhhBBCiEOBUoo/L1xKyDA4JjOdU3O6tHdIQgghxEHX4gTx6quvprCwkE8++YTOnTvvtWCNEEIIcaj4ZP1GFmzdjt1s4vahA+X9TQghxBGpxQni2rVreffddykoKGiLeIQQQoiDbkcwyHNLVwDw2369yU5wtXNEQgghRPswtfSAESNGUFRU1BaxCCGEEO3i2SUrqA3p9EpO5OKe3ds7HCGEEKLdtLgF8YYbbuD//u//KC8vZ8CAAVit1rjtAwcObLXghBBCiLa2oGIrn5VtwgTcOXQQFlOLPzsVQgghDhstThDPO+88ACZNmhRbp2kaSikpUiOEEOKQ4A+HsZhMeEM6/dJS+PPI4ZTWeumXmtzeoQkhgIkTJ1JdXc2HH37Y3qEcdkpLS8nPz2fRokUMHjy4vcMRHVCLPyYtKSlptKxbty722BLfffcdZ511FtnZ2Wia1uiPgFKKP/7xj3Tu3Bmn08no0aNZu3Zt3D5VVVWMHz+exMREkpOTmTx5Mj6fr6UvSwghxBEiGInwr9XFnP7fLzj94y84+5Mv+bm6mot7SddScXjZsGEDkyZNIjs7G5vNRl5eHn/4wx/Yvn17e4cWU1paiqZpLF68OG79s88+y7Rp09olpp26deuGpmlomobL5WLAgAH84x//aNeYhDgYWpwg5uXl7XVpibq6OgYNGsQLL7zQ5PbHH3+c5557jpdffpmffvqJhIQExo4dSyAQiO0zfvx4VqxYwYwZM/j444/57rvv+N3vftfSlyWEEOII4A+H+efPRbyyag1eXQfAq+tMXbWWf/5chD8cbucIhWgd69ato7CwkLVr1/Lvf/+boqIiXn75ZWbOnMnIkSOpqqpq0+uHQqEDOj4pKYnk5OTWCeYA/OlPf2LLli0sX76cyy67jN/+9rd8+umn7R3WHimlCMvfMXGAmp0gPvfcc00ur732Gj/++ON+Xfy0007joYce4te//nWjbUopnnnmGe655x7OOeccBg4cyD//+U82b94ca2lctWoVn332Gf/4xz8YMWIExx13HM8//zzTp09n8+bN+xWTEEKIw5fFZOLtopImt71dVCLjD8Vh47rrrsNms/HFF19w4oknkpuby2mnncaXX37Jpk2buPvuu2P7duvWjQcffJBLLrmEhIQEunTp0ujD++rqaq666irS09NJTEzk5JNPZsmSJbHt999/P4MHD+Yf//gH+fn5OBwOAD777DOOO+44kpOTSUtL48wzz6S4uDh2XH5+PgBDhgxB0zROOukkINrF9Nxzz43tFwwGufHGG8nIyMDhcHDccccxb9682PZvvvkGTdOYOXMmhYWFuFwujj32WFavXh3bZ8mSJfzqV7/C4/GQmJjIsGHDmD9//l7vo8fjISsri+7du3PHHXeQmprKjBkzmn1f9nXNH374geOPPx6n00lOTg433ngjdXV1se2vv/46hYWFsTguvfRSKisrG73uTz/9lGHDhmG32/nhhx8wDIPHH3+cgoIC7HY7ubm5PPzww3Gvbd26dfzqV7/C5XIxaNCg/f5/Xhx+mv1O+PTTTze53HTTTYwaNYrjjjuuVT+NKikpoby8nNGjR8fWJSUlMWLEiNgP8I8//khycjKFhYWxfUaPHo3JZOKnn35qtViEEEIcHnwhPdZyuDuvruPbwzYhdlJKoYKR9lmUalaMVVVVfP7551x77bU4nc64bVlZWYwfP5633nor7nxPPPEEgwYNYtGiRdx555384Q9/iEuELrjgAiorK/n0009ZsGABQ4cO5ZRTTon736+oqIj33nuP999/P9ZltK6ujltuuYX58+czc+ZMTCYTv/71rzEMA4C5c+cC8OWXX7Jlyxbef//9Jl/T7bffznvvvcdrr73GwoULKSgoYOzYsY3+97z77rt58sknmT9/PhaLJa5mxvjx4+natSvz5s1jwYIF3HnnnY2KLe6JYRi899577NixA5vN1uz7srdrFhcXM27cOM477zyWLl3KW2+9xQ8//MD1118fO7+u6zz44IMsWbKEDz/8kNLSUiZOnNgovjvvvJPHHnuMVatWMXDgQO666y4ee+wx7r33XlauXMmbb75JZmZmo3t16623snjxYnr16sUll1wirY8CaEGRmpKSpj9xhegnEJdddhn33HMPL774YqsEVl5eDtDohzkzMzO2rby8nIyMjLjtFouF1NTU2D5NCQaDBIPB2PPa2tpWiVkIIUTH5rJa8FitTSaJHqsVdzP/WRRHsJBB4A9z2+XSjmePBrt5n/utXbsWpRR9+/Ztcnvfvn3ZsWMHW7dujf0fNWrUKO68804AevXqxaxZs3j66acZM2YMP/zwA3PnzqWyshK73Q7AX/7yFz788EPefffd2NCeUCjEP//5T9LT02PX2lnccKdXX32V9PR0Vq5cyVFHHRXbNy0tjaysrCbjraur46WXXmLatGmcdtppAEyZMoUZM2bwyiuvcNttt8X2ffjhhznxxBOBaNJ0xhlnEAgEcDgclJWVcdttt9GnTx8Aevbsuc97eccdd3DPPfcQDAYJh8OkpqZy1VVXATTrvuztmo8++ijjx4/npptuim177rnnOPHEE3nppZdwOBxxCW737t157rnnGD58OD6fD7fbHdv2pz/9iTFjxgDg9Xp59tln+etf/8qECRMA6NGjB8cdd1zca7v11ls544wzAHjggQfo378/RUVFsVjFkatV+tJ0796dxx57jC+++KI1TtfmHn30UZKSkmJLTk5Oe4ckhBCiDQXCYR6ct5ifKrZyfkG3Jve5sCCfcEOrhhCHg+a2OAKMHDmy0fNVq1YB0W6SPp+PtLQ03G53bCkpKYnrLpqXlxeXHEI0Wb3kkkvo3r07iYmJdOvWDYCysrJmx1ZcXIyu64waNSq2zmq1cvTRR8di3GnX6dY6d+4MEOuSecstt3DVVVcxevRoHnvssbjY9+S2225j8eLFfPXVV4wYMYKnn36agoKCZt+XvV1zyZIlTJs2Le7YsWPHYhhGrGFmwYIFnHXWWeTm5uLxeGLJ7+73b9fedKtWrSIYDHLKKafs9bXt7V6JI1uLp7nYk9zc3L222rXUzk+RKioqYj+0O5/vLMmblZXV6Ac5HA5TVVW1x0+hAO666y5uueWW2PPa2lpJEoUQ4jC13uvj/82ZT3GNl5VVO5hy8nGY0Hi7qASvruOxWrmwIJ8r+hRgN++7dUYc4WymaEteO127OQoKCtA0jVWrVjVZ52HVqlWkpKQ0Sub2xOfz0blzZ7755ptG23YtJJOQkNBo+1lnnUVeXh5TpkwhOzsbwzA46qijDriIzZ7s2mVU0zSAWHfW+++/n0svvZRPPvmETz/9lPvuu4/p06c3eY926tSpEwUFBRQUFPDOO+8wYMAACgsL6devX7Puy96u6fP5+P3vf8+NN97Y6Pjc3Fzq6uoYO3YsY8eO5Y033iA9PZ2ysjLGjh3b6P7teu9371a8P/dKHNlaLUFctmxZi6uY7k1+fj5ZWVnMnDkzlhDW1tby008/cc011wDRT7eqq6tZsGABw4YNA+Crr77CMAxGjBixx3Pb7fZYVwAhhBCHry83bOaRBYupD0dItdu5dcgA3FYrl/XuwcS+PfHpOm6rlbBhSHIomkXTtGZ182xPaWlpjBkzhhdffJGbb745LmEoLy/njTfe4IorroglBQBz5syJO8ecOXNiXVSHDh1KeXk5Fosl1gLYHNu3b2f16tVMmTKF448/Hoh2y9zVzvF8e5tHu0ePHthsNmbNmhX7X1PXdebNmxfrntlcvXr1olevXtx8881ccsklTJ06da8J4q5ycnK46KKLuOuuu/jPf/7T7Puyp2sOHTqUlStXxlokd7ds2TK2b9/OY489FmvI2FdRHYh2VXU6ncycOTPWHVaIlmh2grincXo1NTUsWLCA//u//4v1c24un89HUVFR7HlJSQmLFy8mNTWV3NxcbrrpJh566CF69uxJfn4+9957L9nZ2bGqVn379mXcuHH89re/5eWXX0bXda6//nouvvhisrOzWxSLEEKIw4duGDy3dCXvNFQsHdIpjQdHDKWTM1pZ0WmJvv2lNHxYaJXqpeIw89e//pVjjz2WsWPH8tBDD5Gfn8+KFSu47bbb6NKlS6OKlrNmzeLxxx/n3HPPZcaMGbzzzjt88sknQLQA4MiRIzn33HN5/PHH6dWrF5s3b+aTTz7h17/+dVz3xl2lpKSQlpbG3//+dzp37kxZWVlsnONOGRkZOJ1OPvvsM7p27YrD4SApKSlun4SEBK655hpuu+222P+Ijz/+OPX19UyePLlZ98Pv93Pbbbdx/vnnk5+fz8aNG5k3b16jMZL78oc//IGjjjqK+fPn7/O+9O/ff6/XvOOOOzjmmGO4/vrrueqqq0hISGDlypXMmDGDv/71r+Tm5mKz2Xj++ee5+uqrWb58OQ8++OA+Y3Q4HNxxxx3cfvvt2Gw2Ro0axdatW1mxYkWz75c4wqlm0jRNmUymJhez2ax+//vfq2Aw2NzTKaWU+vrrrxXQaJkwYYJSSinDMNS9996rMjMzld1uV6eccopavXp13Dm2b9+uLrnkEuV2u1ViYqK68sorldfrbVEcNTU1ClA1NTUtOk4IIUTHs9lXp6788js14p2P1Ih3PlIvLF2p9EikvcM6ItXrARWK6Gp7oFqFIrqq1wOtev62fv/2+/1q5cqVyu/3t8n521ppaamaMGGCyszMVFarVeXk5KgbbrhBbdu2LW6/vLw89cADD6gLLrhAuVwulZWVpZ599tm4fWpra9UNN9ygsrOzY+caP368KisrU0opdd9996lBgwY1imHGjBmqb9++ym63q4EDB6pvvvlGAeqDDz6I7TNlyhSVk5OjTCaTOvHEE5VSSk2YMEGdc845sX38fr+64YYbVKdOnZTdblejRo1Sc+fOjW3f+T/ljh07YusWLVqkAFVSUqKCwaC6+OKLVU5OjrLZbCo7O1tdf/31e/3e5uXlqaeffrrR+rFjx6rTTjttn/elOdecO3euGjNmjHK73SohIUENHDhQPfzww7Htb775purWrZuy2+1q5MiR6qOPPlKAWrRo0R5ft1JKRSIR9dBDD6m8vDxltVpVbm6ueuSRR5RSSpWUlMSdQymlduzYoQD19ddf7/F+iENbS/6eaUo1bwTzt99+2+T6xMREevbsGVdJ6VBTW1tLUlISNTU1JCYmtnc4Qggh9tPsLRXcP28RtSGdRKuVPw4fwnHZmfs+ULS6YCTE1KL/ML3kc7x6HR5rAhfnj+PKgrOxm237PkEztPX7dyAQoKSkJG5ev8NRt27duOmmm1rcXVMIcehoyd+zZncx3Vk1SQghhOhowobBlBWreW11dNhC35QkHj6mkOwEVztHdmTyh4O8VvwRU9b8MqedV69jypr3AJjQ4yycFqkFIIQQHVGzBl20pBQxwKZNm/YrGCGEEKKltgcC3Pj9nFhyeH6PbvztpFGSHLYji8nM9JLPm9w2veQzLKaOXeRFCCGOZM1KEIcPH87vf/975s2bt8d9ampqmDJlCkcddRTvvfdeqwUohBBC7MnCrdu44svvWLh1Oy6LmQdHDOXWIQOwSUXSdhGIhPh802y2Bnbg1eua3Mer1+HT6w9yZGJvSktLpXupECKmWV1MV65cycMPP8yYMWNwOBwMGzaM7OxsHA4HO3bsYOXKlaxYsYKhQ4fy+OOPc/rpp7d13EIIIY5ghlL8a3URLy//GQPonujhkWOG0S3R096hHZG8eh3vlM7g3+s+xUDx8SnP4bEmNJkkeqwJuK3SuiuEEB1VsxLEtLQ0nnrqKR5++GE++eQTfvjhB9avX4/f76dTp06MHz+esWPHctRRR7V1vEIIIY5wNaEQf5q3mFlbKgA4Pa8rtw0ZEJu6Qhw8WwM7+Pe6T3l3/ZfUhf0AZDvTqQhUcXH+uNiYw11dnD+OsBHBapLvlxBCdEQt+uvsdDo5//zzOf/889sqHiGEEGKPVlZV8//mzKe83o/NZOL/hhzF2d1y4yb8Fm1vQ105/yz6mP9u/BbdCAPQw5PDxIKzOTV7JBaTmSsLzgaiYw7bqorpwdLMgu9CCNFhteTvmHx8J4QQosNTSvFecSnPLFlBWCm6Jrh4+JhCeqck7ftg0Wp+rilhWtFHzNz8EwbRfzYGp/ZmYsHZHJcxJC5Rt5ttTOhxFpN7notPr8dtdRE2IodUcmi1WgGor6/H6XS2czRCCLH/QqEQAOZmjNGXBFEIIUSHVqeHeWzhEmZs2AzAidlZ3Dt8MO6Gf95F21JKsWD7KqYV/Ycfty6NrT8uYwgTC85mSFqfPR67cyqLFHt0jsJDrVup2WwmOTmZyspKAFwul7RWCyEOOYZhsHXrVlwuF5ZmDMc4tP5SCyGEOKIU19Ty/+bMZ723DrOmcf2Avlzcs7v8k34QGMrg2/IFTCv6iOXV0SlEzJqJU7NHMqHgLHom5rVzhAdHVlYWQCxJFEKIQ5HJZCI3t3lDMiRBFEII0SH9b/0G/rxwKcGIQbrTwcMjhjGwU2p7h3XY040wn26axWtFH1Hqi7ba2k1Wzs49ict7nEkXV0Y7R3hwaZpG586dycjIQNf19g5HCCH2i81mw2Rq1gyHzU8QJ02axLPPPovHIyXEhRBCtJ1AJMJTi5fzUUkZACMy07n/6CGk2O3tHNnhzR8O8EHZ1/yr+BMqAtsBcFtcXNjtVC7uPpY0e3L7BtjOzGZzs8buCCHEoU5TzSxpYzab2bJlCxkZh98nh7W1tSQlJVFTU0NiYmJ7hyOEEEesjb46/t+c+ayprkUDrurXm4l9e2KWLqVtpjrk5e2Sz5le8jk1ug+ANHsyl3U/nd/kndKh5yyU928hhGh9zW5BlBLPQggh2tLXm7bw0LzF1IXDpNht3H/0UEZkprd3WIetcv923ij+hPfLviIQCQLQ1ZXJhIKzOKPr8YdUtVEhhBCtp0VjEL1eLw6HY6/7yCd4QgghWiJsGPx12Sqmr10HwMC0FB46ZhgZMq1AmyjxbuK14v/yv40/EFERAHondmNiz7M5pfMIzFrzxqgIIYQ4PLUoQezVq9cetyml0DSNSCRywEEJIYQ4MlTW+7n7pwUs274DgPG9enDNUX2wNHMgvWi+5TuKmFb0Ed+Uz0c1zGFYmNaPiQXncEz6AKkMK4QQAmhhgvjuu++SmioV5IQQQhy4n8oruW/uIqpDIdxWC/cWDubELp3bO6zDilKKOVuXMa3oP8zfvjK2/qSsQiYWnM2AlJ7tGJ0QQoiOqEUJ4qhRow7LIjVCCCEOnohSvLpyDa+uWoMCeiUn8ugxhXRxJ7R3aIeNiDKYueUnpq39iNW1pQCYNTOndz2OCT3OIt/TpX0DFEII0WHJPIhCCCEOmqpAkPvmLmRe5TYAft09j5sG9ccu0we0ilBE5+ON3/HP4o/ZUFcOgMNs5ze5JzO+xxlkOdPaOUIhhBAdXbMTxLy8PJn/RwghxH5bvG07985ZyNZAAIfZzB1DB3JaXtf2Duuw4NPreX/9TN5Y9z+2BasBSLK6uSh/LBd2O5UUuxSQE0II0TzNThBLSkraMg4hhBCHKaUUb65dx4vLVhFRijyPm8dGFpKf6Gnv0A4p/nAQi8mMV6/DY00gbEQIGiHeKP4fb5d+gS9cD0CmI5XLepzBubkn47LsvfK4EEIIsbtmJ4gpKSlNVjhLSkqiV69e3HrrrYwZM6ZVgxNCCHFo84Z0Hpq/mG83R7s7nprThTuHDcRlkREOLRGMhHit+COml3weSxAv6jaWi/PH8lX5XHzhevISsplYcBandT0Oq0nurxBCiP3T7HeQp59+uskEsbq6mgULFnDmmWfy7rvvctZZZ7VqgEIIIQ5NP++o5u45C9hUV4/VZOLmQf35dfc8mU6hhfzhIK8Vf8SUNe/H1nn1Ov6x9n1AceeASXj1ek7KGoZJ5jAUQghxgJqdIE6cOHGv2wcPHsyjjz4qCaIQQhzhlFL8p6SMpxYvJ2QYdHY5eXRkIX1Skts7tEOSxWRmesnnTW57q/QLrur1G2kxFEII0Wpa7aPGM888k59//rm1TieEEOIQ4Q+H0Q2DHYEgumGwoqqa6WvXETIMju+cyWujT5Dk8AB49Tq8et0et/n0+oMckRBCiMNZq33kGAwGsdlsrXU6IYQQh4BgJMK/VhfzdlEJXl3HY7VyfkE3XjrpWL7fXM5Z3XKlS+kB8lgT8FgTmkwSPdYE3FZXO0QlhBDicNVqLYivvPIKgwcPbq3TCSGE6OD84TD//LmIV1atwavrAHh1namr1vJOUSljcrpIctgKKv1VXNTt1Ca3XZw/jrAROcgRCSGEOJw1uwXxlltuaXJ9TU0NCxcuZM2aNXz33XetFpgQQoiOzWIy8XZR01MgvVNUwpV9ex7kiA4/G+squGvBczw34g5A463SX6qYXpw/jisLzsZult47QgghWk+zE8RFixY1uT4xMZExY8bw/vvvk5+f32qBCSGE6Nh8IT3Wcrg7r67j03VS7PaDHNXhQzfC/L+Fz7OyZh1/Wf4adw+6iqt6/RqfXo/b6iJsRCQ5FEII0eqanSB+/fXXbRmHEEKIQ4zbasVjtTaZJHqsVtxWaztEdfh4ftW/WVFdTKI1gev7XoLL4gQgxZ4IIJVLhRBCtAmZMEkIIUSLhQ2D5VVVnF/QrcntFxbkEzaMgxvUYeS7ioW8se5/ANw/+Go6uzq1c0RCCCGOFPLxoxBCiBZ7eskKFlRu4+WTjsWEFlfF9MKCfK7oU4DdbG7vMA9JFf7t3L/oJQAuyR/HiVmF7RyREEKII4kkiEIIIVrkw3Xrea+4FA0orvFyWe8eTOzbE5+u47ZaCRuGJIf7KWxE+H8Ln6dG99E3KZ8b+17a3iEJIYQ4wkiCKIQQotkWb9vOXxYtA+D3/fswLOOXro87C9JYTTJ6YX/9fc27LK5aTYLFyaPD/oDNLOM4hRBCHFzyLi6EEKJZKur93PXjfMJKcUrXzkzoU9DeIR1Wftq6jFfX/geAewb+lpyEzLjt/rCBbih2BMLohsIfljGeQgghWp+0IAohhNinQCTCHT/OY0cwRM+kRO4pHIymae0d1mFjW6Caexe9gELxm9xTOLXLyLjtwYjBG6u2886aKry6gcdq4oJeqVzeLw27WT7rFUII0XokQRRCCLFXSikeXbCEn3fUkGyz8edjh+O0yNtHazGUwR8XvcD2YA09PDn831FXxG33h6PJ4asrtsXWeXUj9nx83zScFkkShRBCtA55RxFCCLFXb65Zx+dlmzBrGg8fM4zsBFd7h3RYmVb0ET9tW47DbOfPw/6Aw2yL224xabyzpqrJY99ZU4VZg8o6nbChDka4QgghDnPyEbAQQog9mlNeyQvLVgJw86D+cUVpxIFbtP1nXvr5bQDuGHAl+Z4ujfbxhSJ49abHG3p1g+2BMLd9t5H1tUE6OS1kuaxkJljJdDUsCQ3rXFbcNqkuK4QQYu8kQRRCCNGkMq+Pe39aiAGcnZ/LeT26tXdIh5XqkJe7Fz6PgeKMrsdzVtcTGu1TUhOgc4INj9XUZJLosZpIsVuoCYWJKKioD1NRH4Zt/iavmWA1NSSOFrJ2TSJdVrISrHRyWrCYZGypEEIcySRBFEII0UidrnP77Hl4dZ0BaSncOvgoKUrTipRS3L/4ZSoCVeQldObOAZPi7q8/bPDq8m1MX72dR0Z15bxeqUzbZQziThf0SkUB/zm7J1WBaHJYUadTXq9TUa//8nVdmJpQhDrdYF1NkHU1wSbjMmmQ7rTs0vrYkEzu0irptpqa/bPgDxtYTBq+UAS3zUzYUDJeUgghOjhJEIUQQsQxlOK+uYso9fpIdzp4bGQhNpn4vlW9ue5Tvq9YiM1k5bFhf8BlccS2fb/Jy1MLyqMtgcD8ijquGZSBCRpVMb2iXxq2hiqmnZxWOjmt9E9zNnlNf9iIJY0V9XqjZLKyPjp9RqwVkqZbIV0WE5kJVrJcuyeS0XXpLisWkyaVV4UQ4hAlCaIQQog4U1as5octFdhMJh4fOZw0h2PfB4lmW76jiOdWvQnALf0vp1dSHgDldTpPLyzn+00+ALJcVv5vWCajuniAaLXSCf07xbXG2VqQaDktJrol2umWaG9yu6EUOwIRKup3tjo2TiSrgxHqwwYlNUFK9tIK+ZcTcli6zR/X6imVV4UQ4tAgCaIQQoiYrzZuZurPawG4a9hA+qYmt29AhxmvXs//W/g8YRXhlM4jOD9vNGFD8dbqKl5ZvpVARGHW4NI+aVzZvxOOXZKonQlViiP61m1t5bGCJk0jzWkhzWmh3x5aIQNhg8qdSWO9Tnld42QywWpiULqL+2ZvavIc76ypYkJ/KXYkhBAdlSSIQgghAFhbXcuf5i0G4NKe3TktL6d9AzrMKKV4cMnf2VRfSbYznXsH/ZZl2/w8Pr88NiZwULqT2wo70z2p6Va+9uawmMhNtJO7l1ZIbyhCvW7stfKqLxSJJbpCCCE6FvnrLIQQgupgkNtnzyUQiTAiM51rB/Rt75AOO++t/5KZW37CrJm5e8AN/HVRLf9dVw1Ast3MdYMyOD0/6ZAuBmTSNJLsFnRD7bXyqky3IYQQHZckiEIIcYQLGwZ3z1nAlno/XRNcPDhiKBaTjA9rTWtq1vPkitdBwakZv+VPsxXVwWoAzuqezLWD0kmyHz5vyWFDcUGv1NiYw11d0CuVsKFavYusEEKI1nH4vBsJIYTYL88uXcmCrdtxWcw8fuzRJNps7R3SYaU+HODOBc+hh5NJMy7kq5I0IEL3JDu3F2YxMN3V3iG2OqfFxOX90oC9V14VQgjR8UiCKIQQR7D/lpTxTlEJAPcfPZTuSZ52jujw8/CSaWzc0QebPhIfZhxmjasGpHNhr9TDelJ6u9l0wJVXhRBCHHySIAohxBFq2fYqHl+0DIDf9evNCdlZ7RzR4eepJT/yVdFALCoFgOO7uLl5aBZZCdZ2juzgaOvKq0IIIVqfJIhCCHEEqvT7ufPH+eiGwUldspjYt2d7h3RYqajTeXhuKfMrktGABJvOH0fkc3wXaaEVQgjRsUmCKIQQR5hgJMKds+ezPRCkR6KHPw4fgukQrpzZkYQNxdtrqvjHsuichooIGYlFvDHmTNxWecsVQgjR8cm7lRBCHEGUUvx54VJW7qgm0Wbl8WOH47LIW0FrWLatnifml1NUHZ3T0DCVkeD+lldOvl2SQyGEEIcMeccSQogjyFtFJfxv/UbMmsbDI4bRxZ3Q3iEd8mqDEV5aWsl/iqsBcFoMak0foyxLeGT4XXRyJLdrfEIIIURLSIIohBBHiLkVW3luyQoAbhzYj+GZ6e0c0aFNKcVnpTU8v7iS6mAEgF/l2Piu+ikMo4pJBecyIn1AO0cphBBCtIwkiEIIcQTY6KvjnjkLMIAz8nK4sCC/vUM6pJXWBPnLgnIWVtYDkJ9k5+YhnXhmzWPUG1UMSunN73uf385RCiGEEC3XoScjuv/++9E0LW7p06dPbHsgEOC6664jLS0Nt9vNeeedR0VFRTtGLIQQHU+dHub22fOo1XX6pyZz+9ABaFKUZr8EwgYvL63kis/XsbCyHrtZ45pB6Uw7NZ9vt33IqpoSkqxuHhl2AxaTub3DFUIIIVqsw7cg9u/fny+//DL23LJLMYWbb76ZTz75hHfeeYekpCSuv/56fvOb3zBr1qz2CFUIITocQyn+NG8R62q9dHLYeWzkcOxmSVz2x+zNPp5aUM7mOh2AUdlubhmaSWe3jW/L5/NmyacA3D/4arKcae0ZqhBCCLHfOnyCaLFYyMpqPHlzTU0Nr7zyCm+++SYnn3wyAFOnTqVv377MmTOHY4455mCHKoQQHc6rq9bw7eZyrCYTj40cTrrT0d4hHXK21us8s6iCrzd4AchwWrh5WBYndHGjaRpb6rdx/+KXARjf/XROyBrWnuEKIYQQB6RDdzEFWLt2LdnZ2XTv3p3x48dTVlYGwIIFC9B1ndGjR8f27dOnD7m5ufz444/tFa4QQnQY32zawj9WrgHgjqEDOSotpU2u4w8b6IZiRyCMbij8YaNNrnOwhQ3FW6uruOR/6/h6gxezBpf2SeXN03twYlcPmqahG2HuXvg8tXod/ZK6c0PfS9o7bCGEEOKAdOgWxBEjRjBt2jR69+7Nli1beOCBBzj++ONZvnw55eXl2Gw2kpOT447JzMykvLx8r+cNBoMEg8HY89ra2rYIXwgh2k1RTS0PzF0EwEUF+ZzZLadNrhOMGLyxajvvrKnCqxt4rCYu6JXK5f3SsJs7/GeQe7Riu5/H521hbcOchkelObl9eBYFyfEtsH9b/S5LdqwhweLk0WE3YjV16LdVIYQQYp869DvZaaedFvt64MCBjBgxgry8PN5++22cTud+n/fRRx/lgQceaI0QhRCiw6kJhbhj9jz8kQiF6Z24YWC/NrmOPxxNDl9dsS22zqsbsefj+6bhtBxaSWJtKMLfllbyYVE1CvDYTFw7KIOzuidj2q2wz4+VS5lW9BEA9w76HV0TMtshYiGEEKJ1HVLv3MnJyfTq1YuioiKysrIIhUJUV1fH7VNRUdHkmMVd3XXXXdTU1MSWDRs2tGHUQghx8IQNg3vmLGBTXT3ZCS4ePmYYFlPb/Km3mDTeWVPV5LZ31lRh1mBuuY+lW+sprg5QUadTp0cwlGqTeFqiUbdYPcL3m7xc8kkxHzQkh6d3S2L66T04p0dKo+Rwa2AHf1z0AgrFeXmjGZMt496FEEIcHjp0C+LufD4fxcXFXH755QwbNgyr1crMmTM577zzAFi9ejVlZWWMHDlyr+ex2+3Y7faDEbIQQhxUf122inmV23CazTx+7HCS7LY2u5YvFMGrNz3e0KsbbA+EeW5RJetqgnHbNCDBaiLBasJtNeO2mkiwNTw2rIvftsvXDY8uq6lR0tZcTXWLPa9XKhf0TCHRbibJbua2wiyGZCQ0eXxEGdy76AWqQrX0TMzllv6X71ccRwJD96OZLBgBLyaHB2WEMVn3vweQEEKIttehE8Rbb72Vs846i7y8PDZv3sx9992H2WzmkksuISkpicmTJ3PLLbeQmppKYmIiN9xwAyNHjpQKpkKII9InpRuYvnYdAPcOH0xBUmKbXi/BasJjNTWZJHqsJlLsFlLtZoJuK3W6gU+PEDZAAT7dwKcbVBDer2trgMtqiksaY0mlbc9JZo7byntF1UzdrVvstIbnD4/qQo7bjtW85+Rz6toPmbdtBQ6znUeH3ojD3HZJ+KFMhYPU/vga3gXTUQEvmsODp/BikkZeiWaRD2mFEKKj6tAJ4saNG7nkkkvYvn076enpHHfcccyZM4f09HQAnn76aUwmE+eddx7BYJCxY8fy4osvtnPUQghx8C3fvoM/L1wKwOS+vTi5a3abXu9/JdUk2syc1ys1llzt6oJeqSjguZPzYuuUUoQiqiE5jMSSRp9uUBf65WufHol7Xrfb/juTzLqGbTQzyUy2m3nvrALe3UO32PfWVHFl/05YTXtODhduX8XfVr8LwF0DJpHv6dKsax9pDN1P7Y+vUTtrSmydCnip/SH6PPGYCdKSKIQQHVSHThCnT5++1+0Oh4MXXniBF1544SBFJIQQHc82f4C7fpxPyDA4ITuTyf16tdm1IobixSWV/Ht1FXmJNv42uhsmaFTF9Ip+adh2q2KqaRp2i4bdYiLNuX9vP81JMuPW6Qa+UHRdisNMdSC8126xvlCEFEfTse0I1vL/Fj6PgeLMridwZs4J+/UajgSayYJ3QdPv4d7500k6dvJBjkgIIURzdegEUQghxN6FIhHu/HE+WwMBuid6uG/40P0em7cv3lCE+37cxJwtdQCcnJOI22pifN80JvTvhC8UwW0zEzZUo+SwtRxokqkbaq/dYt02c5PHGcrg/sUvszWwg27ubO4YcGWLr324U0aEUPnPhLauxdltBCrgbXq/gBcj6MPsapt5OYUQQhwYSRCFEOIQpZTi8UXLWF61A4/Vyp+PHU6CtW3+rJfVBrn9+42UeUPYzRr3jMjmlNzoGEenJZqQ7mx521sXzfYWNhQX9EqNm5pjpwt6pRI2VJPxv7Huf/xQuQibycpjw27EZXE02udIo5QiXFVGoPQnAqVzCZTNRwW8mJzJJFw7Fs3haTJJ1BweTHZ3O0QshBCiOSRBFEKIQ9Q7xaV8XLoBE/DQiKHkuJuuunmgftri44+zN+HVDTKcFv58fFd6px6a48ecFhOX90sDmtctFmDZjiKeXxXtLnlr/yvomZjXaJ8jRcS3lUDpvGhCWDqXiLcibrtmT8DedRARbwWeYRfHjUHcyVN4McoIo5mtBytsIYQQLSAJohBCHILmV27j2SUrALh+YD9GZGW0+jWUUry9ZgfPL67AUDCgk5NHj+tK6h7G6B0q7Obmd4v16nX8vwXPEVERxmQfw2/yTmmHiNuPEfQRKFtIoPQngqXz0LcVx+9gtmLvOghH3tE4uh2NrXNfNFP05yPp2CtBi445lCqmQghx6Di03+WFEOIItLmunrvnzCeiFKflduWSnt1b/RqhiMET88v5pKQGgDPyk7itMKvNxhYebE5L9HXsrVusUooHl/ydzf6tdHFlcPfA36K10fjOjkKFQwQ3L4u1EIY2rwAV2WUPDWtWbxzdRuDodjT2roP2WI1Us9hJPGYCScdOxgj6MNndqEhYkkMhhOjgJEEUQohDSH04zO2z51ET0umbksQdwwa2etJSFQhz1w8bWbbNj0mDGwZncmGvlMM+OdrdO+tnMHPLXCyamUeH3YjH6mrvkFqdUgZ65droOMKSuQQ3LkLpgbh9LCk5OLpFWwjtuYWYXcnNPv/O5HFnQRrpViqEEB2fJIhCCHGIUErx4LzFFNXUkmq38+eRw3GYm666ub9WV/m54/uNVPrDeKwm/nRsF0Z0PvIKiqyuKeWpFa8D8Id+l9I/uUc7R9R6wjs2RlsI188lUDoPw18dt93kSsXRbXisldCS1Ll9AhVCCNEuJEEUQohDxNSf1/L1pi1YNI3HRhaS4WrdQjEzy2p56KfNBCOKXI+Nx4/vSm7ikdcdsC7s564Fz6EbYU7IHMol+ae1d0gHJFK/o6GwzE8E1s8jUr0pbrtmdWLPHRZrJbSmFxxxrcVCCCF+IQmiEEIcAr7bXM7fV6wG4PahAxnYKbXVzm0oxSvLtzG1YeqHYzon8MDILnj2MCfg4UwpxaNLX2F93RYyHancN/jqDpMsGbofzWTBCHgxOTwoI9zk+D8jVE9ww6LYOEK9ck38DiYz9uwB0RbC/KOxde4vXT+FEELESIIohBAdXEmtl/vnLgLg/B7dODs/t9XOXa8b/GnOJr7b5APgkt6pXDsoA3MHnsuwLf13w7d8umkWZs3Ew0NvINnmae+QAFDhILU/voZ3QeOKoGgmQltWxBLC4KZlYITjjrdm9Iy2EOYdjT13KCbb4TeeUgghROuQBFEIITqw2lCI22bPoz4cZmh6GjcN6t9q597sC3HH9xsprgliNWncMTyL0/OTW+38h5p13o38efk0AK7ufQFD0vq0b0ANDN1P7Y+vxc0pqAJean+YAkph69yfbe/eHHeMOalzQ5fRETjyhmNOaL0WZyGEEIc3SRCFEKKDChsG9/60kI2+OrJcTh4+ZhgWU+tMM7Goso67Z22iOhghzWHm0eNyOKpT645pPJT4w0HuXPAcgUiQEZ0GMLHg7PYOKUYzWfAumN7kNu+Ct+hy3adYUnKxZfbC3jCO0JLctcN0jRVCCHFokQRRCCE6EH84jMVkwhfScVkt/KZ7N3YEg9xTOJgUe+sUjPmwaAdPLignoqBPioPHju9KhuvIHoP25Ip/UuzdQJo9iQeHXotJ6zjzPRoBLyrgbXKbCnhRej2df/8eWgeKWQghxKFLEkQhhOgggpEI/1pdzNtFJXh1HY/VyvkF3Xj5xFG4rAf+5zpsKJ5ZWMH7RTsAGJ2byP87ujMOy5GdWHy1ZS4flH2FhsZDQ64nzZ7c3iEBYATr8C16D/fQC9AcniaTRM3hweRIlORQCCFEq5EEUQghOgB/OMy/VhfzyqpfKk56dZ2pq9ZiQuOy3j1wWvb/T3ZNMMzdszaxsLIeDfj9wHQu75t2xHZD9IeDWExmakM+RqYP4snht7ClfhtHpx/V3qGhwkG8C9+ldvarGP5qLKm5eIZdRO2sfzTa11N4McoISxVSIYQQrUYSRCGE6AAsJhNvF5U0ue3tohIm9u253+deVxPk9u82sLlOx2Uxcd/IbI7v0jGqc7aHYCTEa8UfMb3kc7x6HR5rAhd1O5VJPc9t17iUEaZu2cfU/PB3IrUVAFhS89DMNpKOnQSahnd+4yqmmuXIm6tSCCFE25EEUQgh2lnYMKgOhvDqepPbvbqOT9f3awziD5u83P/jZurDBtkJVv58fFd6JDsONORDlj8c5LXij5iy5v3YOq9exz/WfoCmmZjQ4yycBznhUkrhXz2T6m9fJFy1HgCzJ5Ok435LwsCz0EzRt+rEYyaQdOxkjKAPk92NioQlORRCCNHqJEEUQoh2EgiH+ah0Ax+XlvG3k0bhsVqbTBI9Vitua8u6ECqleH3Vdv62dCsKGJrh4uFRXUiyHzl/9sNGhLK6LRTVbqDIW8aW+m38v4FXMb3k8yb3n17yGZMPYiuiUopAyRxqvn2BUPkqAEzOJBKPnYRn6AWNkj+TNVpl1uxKAZBupUIIIdrEkfOfghBCdBC1oRDvFpfy9toSqkMhABZt3c4FBd14ddXaRvtfWJBP2DCwNnOKi2DY4JG5W5hRVgvAbwpSuGloJhbT4TneUClFZaAqlghGHzdQ4tuEvsuE8QWeHKpCNXj1uibP49Xr8On1pNgT2zzm4KZlVH/zPMGyBQBoNhee4eNJHHEZJru7za8vhBBC7IkkiEIIcZBU+v1MX7OOD0vWUx+OAJCd4GJ8rx4My+jEsIxOaGhxVUwvLMjnij4F2M3m5l2jXufO7zfy844AZg1uGZbFrwtS2vJlHVQ+vZ5i70aKasso8m6IPdbuIelzmu308OTQMzGX/sndSben4LEmNJkkeqwJuK2uNo0/tLWImm9fxL/22+gKsxXP0AtIPHZSrGXwcKLrCpMJgkGF3a5hGGC1Hp4fVAghxOFCEkQhhGhjZV4fr68u5tP1GwgrBUBBUiJX9C7g5K6dsezSMnhZ7x5M7NsTn67jtloJG0azk8Pl2/zc9cMGtgciJNnMPHJcF4ZkJLTJa2pruhFmvW9LXItgUW0ZW/zbmtzfrJnITehMQWIOBZ4cChJzKfDkkO1Kj5vT0B8OcnH+OKasea/ROS7OH0fYiGA1tf5bY7h6E9Xf/4365f8DFGgmEgacRdJxv8WS1LnVr9cRhMOK+Qt1Fi/VCQbBbofBA60MH2bFYpEkUQghOipJEIUQoo2sqqrm9dVFfL1pC6ph3eBOqVzRu4CRWRlNTjGxcyqLnQVpmtut9NOSah6bV45uKLon2Xn8+K5ku22t8jraklKKikBVrCVwbW0ZRbVllPo2E1aRJo/JcKQ2JIE5FHhyKUjMoZs7G7t536/XabFzZcHZQHTM4c4qphfnj+PKgrObdY6WiPi2UTPrFXyL34eG7q7OPqeQfMI1WNPyW/VaHYmuR5PDn+b9MqY2GCT2vHCoVVoShRCig5IEUQghWpFSivmV2/jn6iLmVf7S2nVc50wu713AoE6prXq9iKF4aWklb/5cBcAJXdzce0w2CdbmtTq2hp1zCu5MtsJGpMlKoF69vlHX0KLaDfjC9U2eN8HipIenaywJ7JmYSw9PDkm2AxujZzfbmNDjLCb3PBefXo/b6iJsRFo1OTQCXmp/+ifeeW+i9AAAjm4jSDrpeuyd+7Xaddqbriu8XkWt18Dri34dCCiOH2Vj8dKmq/IuXqpzdKEU2BFCiI5KEkQhhGgFhlJ8u7mc138uYuWOagDMmsapOV24rHcPeiS1fuETbyjCfT9uYs6W6Hi6if3SuGpAOqYmWibbSlNzCl6cP44JPc5i7rblLNmxJpoM1m6gIrC9yXOYNTPd3J3juoYWJObS2dmpyVbW1rAzgd1ZkKa1upUauh/f/LeonfMaRiBaJMjWuT/JJ12Po9vRrXKNg0UpRV2diiV+Xq/C6zOo9e5cZxAIND4uLU2j3q8IBps+bzAIwZDC5ZQWRCGE6IgkQRRCiAOgGwafrd/Iv9YUsd4bTdTsJhNn5edyaa8eZCe0TdGTstogt3+/kTJvCLtZ4+4R2YzObfvqm7va05yCU9a8h1IGfZPzea3oo7hjMh1p0a6hDYlgz8Qc8hKysR3iUzaoiI5vyX+onTWFiC/acmzt1J2kE6/F2fOkVkl0W7vgSyj0S6Ln9f6SCO5sDfT5FIax7/PYrODxaHg8JjwejdQUjQSXht1Ok0mi3Q52mySHQgjRUUmCKIQQ+6E+HObDdev599p1bPVHm1E8Vivn9+jGBQX5pDrabgLzn7b4+OPsTXh1gwynhT8f35Xeqc42u15TlFKYNdMe5xR8q/QLPhvzApd3P5PshHR6enLp4elK4gF2D+1olDKoX/k5Nd+9TLh6IwDmpGySjv89Cf1PQzO1TlfflhZ8MQxFfb2Ka+3b2QpY2/B8Ty18u9I0cLs1PG4tmgS6o0lg4i5f2+2/XN8frGbhmumEjd8yaKCFufPCjc45aKAFPWJgbmbxJSGEEAeXJIhCCNEC1cEg7xSV8k5RCbUNk9qnOxxc3Ks75+bnkWBtuz+rSineXrOD5xdXYCg4Ks3Jo8d1Jc158P6U14X9/G/jD/y0dRk3979sr3MK+sNBbuo//qDFdjAppQgUfU/1dy+iV0bnrjQlpJF07GTcg3+NZmm98Yz7KvjSu5eFVT+H8fp+SQJ9dc1r/bPbiSV60QQw2hKY2PB1QoKGaR/zZyqlqKir4stV7zK3bDYRSycK+xocNUhDKQtLl4VjSe3AARaOGqRhlv8+hBCiw5I/0UII0Qzl9fW8uWYd/ylZTzAS/c87x53AZb17cFpuV2xt3BoSihg8Mb+cT0pqADg9P4nbC7OwmZtX5fRAra1dzzulX/Lpxh+ojwRItnlItSW265yC7SVQtpCab/9KcOMSADS7m8RjJuApvASTrfVbck0m9lrwpXColeUrdPyBxse5E7Rdkr9fEsFEtwm3R2tRV09vKEiZr5oNdTWU+aop89VQ5t1BqXcbgZ3JqGkEPdypbA/6uenHT7ix7ygmDetCXSBCgsPM3MpNXPXDLP52/Lmk2A9uq7cQQojmkQRRCCH2oqTWy+uri/i8bBORhjkM+6QkcUXvAk7s0hnzQSgIUxUIc9cPG1m2zY9Jg+sHZ3BRr9Q2K+CyUyii8+WWn3i39EuW7FgdW5+XkM353UYTVpF2mVOwvYTKf6b62xcIrJsNgGax4y68mMRjJmB2JrXadZRSbNtuULbBoLraoHCYda8FXwIBxZDBVkwm4rqAulz7bv3bnT+ss6Guhg2+aBK46+OOkH9vQePR/OR50hiSkUuaw8X2QD23zP2YZJsj9rw6FMBjteO2dvwpWIQQ4kh1+LxzCyFEK1q+fQf/XL2W7zZXxNYVZnTiit4FDM9ou+qa/rCBxaThC0Vw28zUBsPcN3sTy7b5cVtN/OnYLhzTuW3H8W2sq+D99TP5z4ZvqA55gWil0V9lFXJ+tzEUpvWLvf6DOadge9Gryqj57iXqV30RXWEy4x50LomjfovFk94q16ipNSjbEGHDxggbNkRirYFOB5xwnG2vBV9cLo2jC5t/r3Ujwqa62ljyt7M1cIOvmspA012Gd+rkcNHJoqC+CFtoEx5VQ4bNzJj+FzOk4BzMpmixIX9Y56IeA/jHz/OpDgWoDv3SvHlRjwGEDQNrK43PFEII0bokQRRCiAZKKeZUbOWfPxexaFt0SgYNOLFLFpf3LqB/akqbXj8YMXhj1XbeWVOFVzfwWE2c1yuVB0d15cGfNnPTkExyE9um+E1EGfxQsZB3S7/kx61LUURbSzMdqfw67xTOzf0V6Y7Gr/9gzCnYXsLeSmp/mIJvyX9ARQBw9RtL0vHXYE3NOaBz+/2KDRsjsaSwplbFbbdaoUu2mdwcM7quGDzQGjcGcafBA60YBuzewzmiDMrrfWzYmfzVNXQJ9VWzpc6LgWp0rp0SrXZy3cnkuJPIdSeT2/Co6tYyf8VLlG9fAYDDlsjRfa9kSM+LsFoccedwWqxM6DUUgLeKl+HVg3isdi7qMYAJvYZil0GIQgjRYWlKqT2/SxwhamtrSUpKoqamhsTEg1smXgjR/sKGwdebtvD66iLWVEfnrrNoGqfldWV8rx50S/S0eQz+cDQ5fHXFtkbbruzfiUt6p+K2tX6Ly7ZANf8p+5r31s+Mm6dwZPpAzu82huMyhmA5wlp6IvXV1M6Zhm/B26hwtNnO0eM4kk+8Dltmr/06p64rNm2OsGFjtKVw67b4CjImE2RlmsjNMZPT1UxWpgmzOdpKGwjrKENj4cJIo4IvQ4eaqTeCfL9lPWV1v7QEbqyrQd9LlRqn2RKXBMYeE5JJtscne1u2L+f7pX+lrGIuAFaLk2G9xjO8z+XYbXv/3fCHdSwmEz49hNtqI2wYOC2tN6WJvH8LIUTrk4/whBBHrGAkwv/Wb+CN1cVsrKsHwGk2c273PC7p2Z0M18EromExabyzpqrJbe+uqWJi/06tdi2lFAu2r+Ld9TP4ass8Ig2tY0lWN+fknsRv8kaTk5DZatfriAzdj2ayYAS8mBwelBEGBd65/6J27uuoYMOcljlDSDrxOhw5Q1p2fkNRXmHEWgm3lBuNqop2SjOR0zWaFHbJNmNromCMTw9hM5n5/ewPmNzz6EYFX66dPZcXjzuHF1fOievGCWA1meiakETOzlbAhGRyPUnkJCTTyeHaZzfpbTXrmLXsBdZu/BoAk8nCoB7nc0z/ySQ40pp1H3YmgzsL0ki3UiGE6PgkQRRCHLb84XC09SKk47ZZG1ovLNTpOu8Vr2f62nVUNQzsSrJZubCgO+f36EaS/eB0jwwbipXb/RRVBzg224NXb7rFx6sb+EIRUhwH9ifbq9fx8YbveW/9l5T4NsXWD0zpyfl5YxidPeKw6Bq6LyocpPbH1/AumI4KeNEcHjzDLsZTeDF1Kz9DBeuwZvYm+cTrcHQ/tlnjTZVSVFUpyhrGEG7cFCG0W49Qj0eLtRDmdDVjdyi2Beoor/exusJLRb2Pcr+X8nofFX4v5X4fmU43Tx5zOit2VDZZ8AWgOhTg5C49sJpM5CREk8EcdzJZLjdmreVVbmvqNjN7+d9YWfoJShlomol+eWdw7FG/J8md3aJzGQEdzWJG1YfRXBZUOILJ0XotiEIIIVqfJIhCiMNSMBLhX6uLebuoBK+u47FaubAgn0t6defG735k5Y7odBGZTgeX9urB2fm5OC1t+ydRKcW6miDzK+qZV1HH4sp66sMGyXYzp+Un47GamkwSPVbTAXUvXVVdwrvrZ/DZptkEItGE2Gm2c3rX4zg/bwy9kvL2+9yHGkP3U/vja9TOmoLJmYwlvYCIbxu1s6YAipTRt2IEanH1HYO2j+TK6zViCWHZRoP6+vgRG3Y7pGRGsKXVE0qsZis7+Dbgo2KLl/J1Prb66/Y6FhDAotWTYnfisdrx6sFGBV88VjudHC7uHHzift+TneoCVfy08hWWFL1LxIhmtz27/opRA66jU1L3Fp9P6RHCX2wh8k051EfAZcZ8UhbW07qgWaUlUQghOipJEIUQhx1/OMy/Vhfzyqo1sXVeXeeVVWswUEzo04uXlq/i8t4FjM3tgsXUdnMJbqnTWVBRx7zyOhZU1lEViMRtT7KZGZbhYmu9zgW9Upscg3hBr1TChsLagikLApEQX2z+kXdLZ7Ciuji2voenK+fnjeH0rse12jyFbT3OrDWoiI6+YwPW5C74S2bjueBZEvKGUx/y47I5qSudi3/2FJJGXYVmbjr2QECxcVOEsoZuo9XV8cmdMkUIJNSw1VnOOlMZm00VEAEqG5YmWDQTmS43WU43mU4PWS43WU7PL+tc0TF+OyuC7q41KoIGQ17m/fw6C9a8gR6OTmWRmzGc4wddT+e0Aft1TiOgR5PD//3SUk19JPbccmpnaUkUQogOSorUIIPchTjc6BGD0z/+Aq/euOqjx2rlkzPHYDGZMLXBVBU1wTALKutjSeFGX3wMDrPGoHQXw7MSGJaZQM9keyyOYMTg9ZXxVUwv6JXKFf3SsJmbl8Su923hvfVf8t8N31LbMIG9RTNzSvYILsgbw+DU3q06RUcwEua1NQs7TKVKpRSR2nL0rUWEthahVxahby1C316KNa0b6Rc+R8SWwOZAmGy3B58/gttpZrPPS7bDgkVFMDkS8epBNnl9rNsYZMsmhW+rHeV1ovHLvTMwqLJuo9xRTrl9M9tsWzG0+BbgJJsjluhlOd1kueITwVSHs1ndQNviPuvhAIvWvsXcVdMIhBpa1FP7ccLAG8jLGrFf54To94CIInD7/GjL4e5cZhyPF6JZDvyDGXn/FkKI1ictiEKIQ1YwEqG01kdxbS3FNV6Ka2oJG4r/VzioyeQQoi2JdeEwKfbWmS4iEDZYuq2eeeX1zK+oY82OQFynQbMGfVOdDM9KoDDTRf805x6TPbvZxPi+aUzo3yk2D2LYUPtMDsNGhO8qFvBu6Qx+2rY8tj7bmc5v8k7hnNyTSLW33kTuO/nDOq+vXRTXsuXVg/zj5/ko4Jy8vqyrbbrwTmswdD/hms2EazYTqd5CuGYT4ZotKD3QeGdnFibNxUiLC7fJweafI3y2LNBQEVRn4AAnWUPNzN1YxauzZ5PmzyA9mImZXwoVaUCNpZpy+xbK7VuoclaSlmAn0+lhuCuZLGdOrOUvy+Uh0+lutZZUu9nC5T2HcGXvYXEttfuTHEYMneXrPuLHFVPw+aNNm6mJ+Rw34Fp6dj252R8g6MFa6mrKokttGYGKckxlBqmWAWT9+qymk0OA+gjKH0bzHP7jXYUQ4lAkCaIQosMzlGJzXT3FNQ2JYG0tRTVeNvrqiOzWCSLZZiPFbsNjte6xBdFt3f9/2sOGYvWOAPPK65hfUceybX50Iz6G/CQ7hZkuhmcmMCTDRUILxls5G1pVdhak2Vu30kp/FR+UfcUHZV+xNbADAA2NURmDOb/baI7NGLxfRUr2RSlFibeKLglJvFW8rMl93i5exhU9h3D/gpmNqmu2jQRw9ooue5Bsc3CqJYEFC3XmzQ/H1geDMG9+GA3IzEilf/Xg2LaQxU84qQZHpwCdsgwGpLoaEsF+pNqdbdIKvScHWhFUKYPVZTOYtfwldnjLAPC4sjj2qN/Tv9sZmEyN/yUI637qazdQV7OeuproY33tBuqq12OusZHk606yrwdpvh64goOiB7ktaG4ruMx7bEHUnPLvhxBCdFTyF1oI0aFUB4MU13gpqqmluNZLUXUtJbVe/JGmWyMSbVZ6JCbSI8lDQVL0MaIUFxbkx41B3OnCgvyGMVvNS5yUUqyvDTG/oo55FXUsrKynbrdCMhlOC4VZCRRmRlsJOznbbmyVoQzmblvOu6Vf8l3FAiIqGkuqLZFzcn/Fb/JOIduV3urX3VLvZW7lBuZt3cT8rRtJsTt58pjT8erBJvf36kFqQgEK07uwsa62+ReK6Bh6ABUORhc9iIoEYQ+jITSzFc1iR7M6oo8NC00kbr1dmVhMGkuXhZs4EyxZFuaqiTbyCxRdsix0z7ORkuxC01pvipH2oJSiZMtsflj6VyqrVwPgtKdwTL/JDCo4HxNaQxJY1igRDNRFWxg1ZcJd35VkXwFdfMNJ8l2MLRw/B6JCYaQrtB42jJog5pOy4scgNjCflIUKR1qli6kQQojWJwmiEAfZnqZeONIEIhFKa70UNXQNLW5ICLcHmk44bCYT3RLduyWDiXRy2JvsEndFnwIAPi/biN1sJhiJMDa3K1f0KcBu3nvLy9Z6vSEhjHYb3eaPTyg8VhNDG5LBwswEcj22VhvX5w8HsZjMePU6PNYEwkYEp8VOdcjLfzd8y/vrZ1JWVx7bf2hqH87vNoaTOx+NtYkWoP1VHQwwf9tG5lVuZN7WjY2SPKvJTKrDFauuufv0Cx6rnTSHi0eOHtvk+Q1/bXSMYMMSahgrqEJ1Te6v2d3Y0guwphdgzYg+2tILMDmanqg9GFRUbjWoqIxQUWFQUWlgtUFdX0Ww6R8xgkHQw4pzxrmbf6MOorDux2SyoIe8WG0eDCOMxbr3uTo3bV3M90ufZ+PWRQBYzQ56phXSxZZJcN1sflg0nXrfFlDxH3qYI3YS6/LJ8hWSUt8bjy8Xc2S3Dz4sGqZubkwFiZh6eDB196Al/PIzaDqtC4BUMRVCiEPMkfdfqRDtaE9TLzQnaWlv+5vYRpRik6+O4lrvL11Ea2rZ6Kuj6Vn/oEuCix5JnoZkMJoQ5rgTWlRt1G42c2mvAib26YVXj+CxmgkZRpP32RuKsHBnYZmKOtbXhuK220waA9OdDS2ECfROcWBuQUXR5gpGQrxW/BHTSz6PJYgX549lfPfTufrHh1lbux6ABIuTM7oez3l5oylIzGmVawfCOou3b2Hu1o3M37qJ1dVbdxtLqXFUSibDM7oyPL0rR6VmEjYMft93OHm2JIZmdkGvC2FNsLGgYiNloVrChoHFiKBvL0GvLIpLCCPePZT1NFmwpnWLJYI7k0JzYtYek3BdV2zdFk0CKyoiVFQa7Khu3OLodIDLqWG302SSaLeDvYnJ6juCSDjIuiWvUbpiOuGQF4vNQ7f+F9Nj8JWYLdHxtEopgvVbqatZz6by+Sze8D8q/dEWPE1Big6dQgGonsXu7XpOlUl6pJCUut64d2RhrXKiqd3uhcv8SzJYkIgpNwHNuuffSc1qxnJqZ6ynd42OOXRaUOGwJIdCCNHBSRVTpAqaODiamnphp8l9e3FZ7x4dtiUxGInwz5+L9pnYVgWCsZbAncngulovgT10D02yWWMtgTsTwu5JHlytcB/2VBH08n5paMCybX7mVdQxv7yOn3cE2HUYoQb0SXVQmJnA8MwEBnRyYm/j7nD+cJDXij9iypr3G227quev6Zucz99Xv8f53cYwrssoXBbHAV0vbBisqq5k3tZoK+HSqnJ0Iz5l75GYyvD0aEI4pFM2bmt8URFDD6JhQf90U3wr0a+ysI7rQmj7GiqmTQDV9PffnNQ51hIYaxlMzdvjNBMAkYhi2zaDiq1GQ8tghO1VqskeqIkejcwME5mZJjIzzGSkmzCZYP5CnZ/mNR6fOmK4lcKhVqzWjpUkhnU/65a8RtGiKY22FQy5ivScUSz/4VHqazfgj9RTaYdaC9EfZAXJOqSHwG6y40rMIcGTQxK9SfTm4tyagmWjGbY3vh9amh1TgSeWFGpZTrQ2+GDkQMj7txBCtL6O+d+oEIchi8nE20UlTW57u6iEy3r3YPLM7wkYEewmM1aTCZvZhM1kwmaOPrebTQ3rzQ3rTdhM5l32iz63mk3YTY33jZ4j/lxWk2mv3SP3NqegQnFidhbPL1tFcU0tO4KhJs9hN5noluiJJoFJiRQkRh/T9tA99ED5wwZvrNoeN6egVzd4dcU2FNHk747vN8Ydk+uxxcYQDs1IINF+cFo5DGWwqW4rGc5Uppd83uQ+b5V+wRdjXuLEzML9vl9KKUq9O5jbkBAu2LaZunD89yvT7qQwOZVhCW4GOyykGEFUsBKjbB3hNT6qgj5U0IcR9KGA9DP/jP7FRiL/2/zLSeojRD7ZBEphOzXaBVSpyC5JYM+Gr3tgsu+9K6dhKKqqVLSbaGW0hXDbNoNIE03PCS6tIRGMLhkZZlzOpu/V8GHRBPTnNToWi0Y4rOjTy8rwYVYslo6TAIX1enw7SvGk9qB0xXQAEpLycCd3x1e9jrqa9ZSueIvugybiqy9ns7meHQ7YORNHZ1cuA7uOIyttEG5vFpZNVox1PowfvVC3s9u0EV000Lq6MPVIxFTgwdzDg5bSOpV+hRBCHFokQRSijRhKsba6lvmV29jo83F5n557nXqhOhgiEIlQXOs9yJHSZAJpM5tIs9t5/Nij95jYvlNUyuW9CyiqrqU6FEIDurgT6JH4S8GYHkmJdHUnYG7jao9KKWpCEbbV6+Qm2nlnTdPTK7y7pooPz+lJfqKNnikOhjd0G81MaPtJu5VSlPu3saJ6HStr1rGyuphV1SVkOdN46uhb8epNj7/z6nXUhf2k2Bu3kCilUHogmrQ1JG9G0IsR9FFZV8OC2loW+oMs1A2qVHwrqNsIcZS/kgG+DQz0bSRLr43N8mcA2/fyWuxdh4DZTOSbiia3R76pwHpaVzKOeRVTggfNZUVzmtGcZnBawBYfi1KK6mrVkAhGE8LKrQbhJurJOOyQmWmOJYOZGSbc7ua38FosGiMGmTlmmAVVH0FzmVFhhamdkkPDCFNXU4a3qii67Ig++r2b8KQUMGzsU6RkDmTAyD9iT0hF1etoLivBuiqW/Pgnvlv8DD/b62OJc0HaiRznmURSRRLG116MUi/o5cTdSquGKd8TbSHskYipu1sqiwohhAAkQRSiVW3y1TGvchvzKrcyv3IbNaFoQphss3HjoP57nXohzWHnzqED8UcihCIGISNCyDDQIwZBw0CPRJ9Ht0WfBw0DPbau4bjmHLtbV8KQEV3fSCJUBYN7TWy9us6dQweS4XKSn+hus26yoYhBZX2Yino9utTplDc8L6+LrgtGFN2T7Dx+fFe8etMjHL26gT9s8K/TurdJ6+WutgWqWVld3JAMRpcdocYVPWt1B2n2JDzWhCaTRI81AbfFybaP7iXirWhIAn2oQPRxZxfOOpONFa7OLE3IZqkrm8325F3OYsJmhOnjr2BA3WYG1m2iW7AK864jDTUTmj0Bk90dWzS7G5MpGUswA1N9KiZvIqZaF9qmZFRNaO9z3dXqGF9UE9m8udFmpYGymdEtZoImE/XKTEAzETKZcZnNdDGbSTeZMGxmHCkW3J2sJGVYSM224u5kQXNZwb731u89UbpBZMYmwl//0i3W8qsstHFd9zqm7kDtHCMYSwSriqitWktddQmG0fTvmFIGdmc6hSc/jf7ZJgLfrIvrynv02Kf53zd3k18+gILgCPLqBmCpUKB8hPH9cqIES6y7qLnAg5aTIFVEhRBCNEkSRCEOQFUgyIKt26JJYcVWttT747a7LGaGpHdieEYn/OHwXqdeiCjFgE6pByVuQyn0hkQxGDHQdyaXuyWbCkUnhz2W2CbbbKQ57GwPBKkOhfBYraTY7ZzUtfMBxaOUojoYiSV/5XXxiWBFvc72wB4SkSZeW6rDgsdqajJJ9FhNeGzmVk8Oa0I+VlavY1XNOlZUF7Oqeh0VgcatmGbNTIEnh/7JPeiblE9vk4suNVUow+DibqcyZe0H5CV0prunK+u8G1lft4WLu52KbugE1s3G8FfHzhXSzKx2ZrDUlc2yhC6sc3TC2OV1mZSiQNMZalEMddo4KiERu6MLJvsJ8Qlgw4LZAZVBjE31qE31GJvrURvrUVVNVHRx62iefcx157GipdsxNIjURcAfxhSKYFLRoilaMII9GMEO7HX02Ib4p7FoNMBpRnNYoo8NrZPRx4a59nZd7zCjdXUR+b6C8K7TL9RHCH8SfW4Zkw2tkDjpIR91O9bh3VGMt6oY345ivDuK0YNNT/lhsbjxpHbHndwDT2p0cacUYHMkY+hh9Bmb4qeMiHXlhXG5txN6f3XDhmjCr6XbY91FTQWJaJmONv9ARAghxOFBEkQhWqA+HGbx1u0NrYTbKKqJ/2fPomkclZbC8Ix0hmd0ol9qclzlzZ1TL7R3FVOTpmE3m7Gbzbj30bPSHw7zu369yXS5GJ7ZiR2BMCkOC3MrtlFZX9+sOQWDEYOt9WHKd0n4oq1+DS2A9TqhyL7rZdnNGpkuK5kuK1kJltjXmQlWslxW0l0W7GYT/rDBBb1S48Yg7nRBr1TChtrrBPT7Uhf283N1SVzL4Mb6xl0tNTTy3dn0S+5Bv+Tu9EvMI88fgM3LCRYtJrhxOkb9DvzpBbjzCpmUfzqX5J2F2+YgEFQ47Bq+UACnKYIpFCDp1DtZG/CzKBhhQb2fpb7aRi2/3dzJDM/IYXh6F4Z16oLH1ngcmVIKtSMUSwKNTbWEN5WjKvwQ3sP3IcmKqYsLUxcXWpcETNkuDEPtda67YEDxL0cuvhQFKbGLY1EKu4qQ6VFkJio6JRikOBUeswGBaCKp/BHwR1D+cMNj/HoMFc2F6iOohgR1nz9BbguOh4cS/qa8yc3hr8uxnNqFwJ0LwNf0XIkt4QAcZJNONnB8C4+OYLCaQEPMoT3EHPmmHOujw9D6JGLKdmFuSAq1JFuT+wshhBD7IgmiEHsRNgxWVFXHuowu276DyG7lEnsmJTI8oxOFGZ0YnJ621wqcdrOZy3r3YGLfntSHw7gsFsJ7mHqho3BaLJzdPY9/rtzOw3OKYhVBz++VyhX98rCZNKoC4V1a++ITwYp6napmtv51cljI3C3xy3RZyXJZyEywktTMlj+nxcTl/dIAGlUxvaJfGjZz81uIgpEQa2rXs7L6l5bBEt9mVBPpSFdXJv2Tu9M3uTv9k3vQy5GBuXItwQ2LCa76gNDmZVTrgfiDzDbMSZ0xOVNAs7JicYjVa+pjxVN697IwfJiD19et4o11ZdTuNjF9uiOBwvQuHN0w/USGM77wi/KHMTbVR5eN0Ue21EeTrCYYNhN6JyehNBfBNCeBFCf1yU50q5lwGCIRiIQVpo1wTLYZRnfBBBi7VDE1nZQFo7tgtpqIRBSaBqkpGpkZ5lhV0U5ppv0uCKOUAt1olDiq+jCR+gBhXz2RugBGfQijXo8mmYEIlkQrdp++926xPh0t0YZqhQSxNWiJNpR3HzEHIzhu6n9wAxNCCHHYkgRRiF0opSiu9TK/ocvoom3bqQ/H/2PW2eVkeGa0hXBYeidSHS2t9GcCNAwj+hh93rGEIgY+3aBON3CY4cPiaqau+KVkiVc3mLpiGwpF3xQnd/ywcS9ni3KYtVjCF20BbEj8GhLBdKelRYnbvtjNJi7pk8KEfmn4dAO31UTIMPZ6Dd0IU+zdEGsVXFldTJF3I5EmpmnIdKRFWwUblr5J3XGH/AQ3LCawbjHBjf+mqmJNownITY4k7F0HYc8ZjL3rYGxZfdEsNgKhCKtW6nRJ0xhxkZOIL4zZbWFjWZjly3VGZw1kzjaFAysZDg9pNjepVhf2iJXIJvCXGszzBnHXbMbj85Po85NUH8AdanpsmwFU2+1UORxU2R1UOZxsdzjwWa2gadHmuG0Ny85Kl7tIS9MYcJTiw/8GOWlEFl3HdY3FvKEszLcfBDnvXAfnnu0gJdmEbR/zCyqlCEcCBHVfdAl5Y1+HYut8jdc1rN/53FC7JHb2hqWh9bJL+hAuTpqy926xSTY+PvplNm9bspdgG35zGx41NMxmGxazA6vFhdXmxmbzYLO6MJmsmM12LCYLZrMds8mK2WRr2N+G2WTFYrZhMjV83bDNbLJiNtuwWhPolGzbe8wueSsXQgjReuRdRRzxttTVRxPCym3Mr9xG1W4zaCfZrBQ2dBkdntGJLu6E/b5WMBKdfqGpufnsrZQcBSPRxM4XisSSPJ8eiT36Qk2s03c9JsLOoXvJdjPvnVXAu2t2NHmt99bs4MNzOpFsN7EjVIPJ5MVm8eOwBHDZQiTaIyTbIc1pItVuw2Nz4ra4cFtduzw6sVlcRJQLpWytNk4qGAnx+rr/8OnGWTjMNgKREKd1PY4rC87GbrYRUQbrfZtjieCK6nWsqV1PqIliISm2RPo1tAr2Te5Ov6TupNmTCG8vJbhxEcGf36Vu42JqqpvoapncBXvXwTi6DsaeMxg9qQsb672s91ZTtq2e8pUrsPld3HR6L/r3BL7cROjFaGtcxGUm66QsOo/ugmY1MTTcH79f4a7SSQ0ESA1ujz4GAiQHA+ypHdpnsUYTwYZlu91BrdOOyWrCbAazRcNsBrsZXObo12ZztNrnzq/NZg3Lzq8tGg57dGqJ+nrFB5/pOB06rgSN+jodfyA66bzTobG+8n+UVVW1PLk7AJpmwmZJwG51Y7e5sVvd2KxuPM4MVDiC+aTM+Kk5dn6vTspEhSPYtq+mazAQTf52SQZNmhl3UjcS03riSSnAkxpdnO7ObTq+zwjomH+VFR1zuHvMv8pChSNScEYIIUSrkQRRxPjDYSwmE/V6GJc12vWxo07cvpM/rGMxmQhEwjjMO2Pe+6C6mmDol8IyldvY6IuvGukwmxncKTU6jjCzEwVJiZha4Z+/vc3NBzC+bxomDXyhJpK3ptY1JHS7r9ONfY/la640p6I6GI4Ve0m2m0l1WKgKhKkORmIVQft2+R/fVMwFIADUAoQalhbM2mHWzLgtzt0SSBdu6+7rnA2VPX95vnP7zmSwqUnnp6x5D6UUR3fqz01zn6A+EmgUg8eaQL+k/Fg30b5J3clypoERJlT+M8HSRQQ3/ItNGxdj+GviD9ZMWDN6YuoymKrMfpQndmVTRLHBV8OmHfX4iosw15WTFkojVe+Ew+hMAtHWOPQIfLm5USES43+bMAPagFTO37AOe5Uf8x4qtBo2M+EMJ0amC5XlRHV2oWW7sLstdDVDnuWXJG9nQqOUQg/7d0nevHHJW6OETvcR9PvQ/BqDjBcZNMDM3PkR/AHwB3752Rs0wEwkEuGbxU/hD1Y3+2cgltzZPNEEb5fFZnPvts6DbZckcOditbgA0IPV+H3l+H3lBHzlhAI1hM06plMzUYDxTcUu3WIzMZ2aSdis4zI0TM6saAKYUoAnrQBPSk8SkvMwmw/+2D6Tw4p1XBcAIrtUXjX/KgvruC5o1o7bRV2FdDCZIBAAhwMMA83W9lPKCCGE2H8d+7//Q5g/bGAxafhCEdw2M2FD4ezAn/CGIhE2+fx0cbuo0xU2s2KTz0+ux4Wtg46PC0XC+MMGHqsZwzCDScMfNjBrYWzmX360A+EwS7ZVxRLCNdU1caPHzJpGv5RkhmdGxxEelZrS4teslCIUUfiaapkLRauFntE9eY9z872zporxfdP49UdFVAebN15vbzTAZTXhtppwWjTMJh2DALryUR+poUbfTtDworQgaAEgiNICQAib2UxnZxqZzlT6JOXTydGTfqkOJvVNZ1iWC59f4XZqzC+vZ+qqrXisJiZ0v4DLe/wGi8kgrEL49Hp84fqGR/8+n9fp9RgoIipCje6jRvft4xXuWZo9BqRGHwAAKk5JREFUmf+c/Exs0vndK4K+Vfo5EwvOwma2olD0Scr/patoUndyErLQNA0j4CW4aRnBNW9TuXExoc3LUeFfWpcjaGxzpLEtawAVqT0od3ViMzY2+H1srw2RXBUmTfeSGupEWqgLBcYvLc8mpXCEwzgidbgtfrpGFBZrLoG9FSIZ2wVXXTA69s6koWU50Lq4UFlWwpkQ7BQmmFBHMFxLUN/8S3K3zUdwS9MtdkHdS1CvQzXRhXZfOiUVENS3M3iwGzCzZFmEYDDacjhogJnBg8OEwl765IwlqHtblNw1pzUuEgkR8FXg920hULWeHbskgjuTQiMS3xvAk1JATt9foywO6kcpEscNJlIXwJzgoMa7mQQtiBZWnHjRf7Da3Hu4cntRWE7pjPW0rtHxo04zKhShGaV52o3Sw4S/+onI9wvAHwSnHfPxw7CccgyaVf79EEKIjkr+QreBg9GNsLVElCKg6yjNxFcb/Ly3ZnMs5vN6pXBpHyc1QT+lXh82s7nJCdXtDc+tpv2bk2x/BMM6mmamvk7H41FY6yOQoFFXZ+BOtrKyqoqZGzezoqqaFVU1jeb9657oobChy+iQTqlYTJZYQre2OtRky5xPj8Ra8prquhluulEner0kO8d0du91br7qYJhUh4WaYIQEq4kEqwm31YzbaiLB1vDYsC5+W/Rrhxlqwtso929iQ30Zxd4NrK3dwOr6KsAaXZQNDStoVjSzDafZg82UBFgJRhTBSHRi8g1e2OA12BHYwcReYZ4/KY+FC3Ve/cwfSwIGDrDy/El5+CNhHl3yA8W10eTXabaQYneRandGF0ciKfZM8l0Nz+0uUhoeE212TJqGUor6SGCXxHH3JLIebzOTzBSbh6pQDQNTenJ/v9+T4kzEqA9jclnYUV/L/av+hi/sZ9pxfyLblYFZi/5OhmsrCJYtZseGfxLcuBi9ci0KRZXFxRZbIlsSulHuyqA8sQtbrB62RBS6UlgMC6lVaXTe3Inc+hQG+hPpFLLhDId3WbbhDJfjUjqucBjbbj8HWrZr33MK1odZedxiNgQXs82xgUCkNprceSPRVtqiZvzi7IWmmeNb65pI3mw7v7a5cdqTcTpSmD7zKkb0vYarhhVSH9BxOayUls/j/e9e5pLRr3BK4R0tjkUpRShQ3ZDsbcFfF5/4BXzlBP3b930iwO5Mw+HOwunOwp2cj82ezJyPf0v3wVfiTsxEtwfQNCsB7zpWfT+NkWe9gsnc9i1cSikwDAhHQA9DOIIKRx9peFQN67XO6WB3suMbA++iECarhqGH8Awxk/IrC6q2GuPnkjaPuSVMPfOILFhJZMbsX1b6g0S+iD63nDxCWhKFEKKDkgSxle3ajTDZbqZ7kp2qQDjWjfDC3tES+20pGIlQEwxRHQxRHWp4DAapDunsCAaj2xrWoxTTx53E26urmLZbEZKdzy/slcLdcxZTu4diF7uymkzYzBoWkwm7yYwlllBqWDUzVrMJm8mEtSGptJl2eTSbsWoaNrMJTYu2ENZHdPzhEL5wEK8ewBsKohthppx4Oi5NkT5rK+FvytHqI4RdZjJOyoKxXXCZnbzx8/b/396dh0lR34kff3/r6GN6LoZrOAdYxAvlWlSWBQRBvPHaGIxxxKiJYMQY9ZGNETExrglecdnoRgORGBWeJCuii7IgRBT9CTIaEfBAvLivuXr6qKrv74/uaaaZZg7taWb083qeerqqurrqU5+pmalPf79VBRgoXYxCYahEXJYy2V1tsbRKs+TDfcTd/WiyU9gqyFjcdQtadG7wbL6+BT76FfrYVhXjs+oYBbZBl4DFYxPLCFpGk11a467LR1U7+MeBT3nzwJdsq97D9vBB9kXDeNpKFIDaBnzAMZhN3AQn4iS6hMKhwsRSBiWBRAHXJ1SEH4u3Nzi8tc4hGEh0hwzXat5a52AoxfBhFpZK/Lyjnkud61AXrmJ7OPPz3hoylUEnfyBVMKaKymQR2TlQQlkoMa+TP4htHLllt77IrI3XUewr4KHht+D875dEVn2Q6pKXP76Uh866Bdf0+GLrWjbteJfIno/Yd+BLdjqa3XYRe6wi9gR7sX/ACcR1CfnxIJ2iFp1iFp0P+Dh1ewHdInl0jvkpjpnkxzVBx8HWGqhNDs3zcKnz1VBnVxM3PfoXDm72mYIV9osciHwK6Y/bbHVx17AVz+9LtOTZZuufkxePhenf41947rUZBP3FhAJdqI3spS56kFEnXocXj2HEYo0+57pRIuE91NXuIhLeRV14F5HaXdSFd6emPbfx5w5nmH6Coe4E87oTyEu+hrqlpgN5XRt1CXVdh669/4UNy28hVFRGfvEAag5upbbyUwYOuxYvFkV/sf1Q4eYeKtTqCzfiDto9VNjhOGjHPbRMvGGx17jgS61Ht+B/QSiI72fTObDS4cDy+ms0E587sNwFFJ0mFOAsWwO1dUdcTU6Fgvj/+UTcNeszvu2+uh5r4qgcByWEEKKlpEDMMstQvLGjhrmj+zCiNI9oXOO3D3XH+97xnfnuCx9npRth6xlAMDkkFPsTz8L7S/ImJCd2DnBCSZD399excV+Ev3xwgO8f3wXLK8Nwm4/ZdaEuWUe24tKzBjSHihVFosjxAYe6exX7TQpQOC99iZfhei0D6HNmT0rsHml5rr8z/pHK3MRjC5zEoFzAQSsnNc82NT4zcTfOPFsli8DEQ9eLfDadAjad/D4KbB/5tk2+7UsOfvItH472+MmI7pxakkdxnoUOO6g8i4O1Dm8eCBNxXT6t2c/+aJj90Tr2R8PsClfzRe1+dtVVcSAWIRx3cfXhBZ8icZvGTplLQQ0FZpCudgGdrXyKjXyKzBD5KkhIBfBrP37tw/JsDNfCcwxiEU20EpTSGMMU2z5zuOgsm959LdxaBzOUuLvm6xsc/nmEzY+CU7AKFJbfw7FiRM0IYSNMNbVUumH2R+pS+3QgmhivjkdxtcfeSJi9kTDQfItQoe2n2B+g2LbJNxX5pkeQGAEi+LwabLcKPxGuOPVunJeP/GBxZ3Rnnl65GTNaQjA2iaJYgOKYxYCYRXHUplPMojhuYeqmCiaXhoU1QNxwCdth6nwHqPMdJOyrps6uos5XQ9hXRdRfRzQQJRaI4gZcTNPGMv10LhxAH+f8Jm+e4sajTBh+KwA+Kx+/GcSvgvgJYGk78cuXVowcVtBE0gsanBp0/GDic3EHJ2MLVoN1NCyC4g74fVizrmLksVegtcemT5elYhvyT5cy8tgrcKLVbPvdXUS8SiJ2mIgdJmqHiVmNr/3MxBcPEHDyCMRD+ON5BOoHJw9/PITt+lBpX+7UJIetQOq3+ZBQEP/Pf8g/nfh9epadS7CoFKc2hhXyUVe5k2B+CYZpE31ySdaLLa0VGh8ePjxCyXE/Hr7EuArgGX60CuApf2pZ5c+jl2FQuSbzDXwq1zh0muijsusFqLxqDCuKacUxrSiGFcO0YxhmnBx17gBAFReiw5FEt1KAUBBVGEJX1SbyWheFSBTy83IXlBBCiBb7xhSI8+bN4ze/+Q07d+5kyJAhPPLII5xyyik5jyMcd3n49L7YMY2twHY8lM9kZHGAoaf3pSaW6EZ4dArExkoCFgciDhP6FvCTE7th+wx02EXlmcRjHg9u3J3q+pirmA1Pk+9qQk6DwSU1PrDAxjCMxHPXMvBW7cQ4qxd3fRlmd3UNrqVxTY1ngWt6qWnXcnEMTdx0iRkuUcOhTnmEcanWcWq0Q5UXp065xAyPuNZUe5rq+jqyFeePxb4ASyd/n8m9Cokv+4JIgxtNhMb3YPJZvYgrl5vXvsDBWIOTZw0mJrZnY3sFFGtfYlzb+LVFHn7yVZACI58ClUeIPEzPxnBNtGPiOYp4TOFl6Nlafw+ZdA0L9ERrYSSqueRcf6O7a/YY34NLzu1JNKLZus1l37761hATCCWHrlhE6aSq6WFUE1DJwajGpgZP1eEQoU7FqCVCjfKoxSasbWKej7j242o/nufD9kx8nsLnGdipVxOf58f2CvF73bE9g+K8INYoo8nr+YKTe/GTD8a06GHoEdOkzrKoMy3qLIuoD9xQDKMohl0SJa/UxdfFwCjMwwoVYpndKTKOpbOZfFwBNqYLZtSDaBwiUXTyBFlHolAXQ8cNDL+NO6kLplKNbkTCxM4on0WPZz6CHXsSRVqSl/Hn2PAnqtF4eIaHp1w8lXw1GownX7Xh4SoX3XB+w+VsF8+XmGeWlHCiMY33Vv2SESNvZfQJ1+PWeZhBg0jtft77+y85edxsPu3xIbHIwUZxGZ5JIB5KFX3+ZOFXP8/vBDF0dq9/VoUhdDiCsgNE13Vj96sxvDowgjGKxnQjb6yCWBSjXy90ZTVYJsqy0KaVKNqUP/GqfXjKj+fZeNpGezaeZ+E5Fl7qd8/EixuJIWag481UaOm/eik+n8Kt1nhH+Hvj1YFbo4lGuhLb3eUIOw5mvsLMB7NAJcYLFFaD8Ybz1Fd8PmXa7jguqm8p5hljMAf1TT0Cxf3gM9wVr0KrHw8khBAiV74RBeKzzz7LzTffzKOPPsqpp57KQw89xOTJk9myZQvdunXLaSxBZWAD8ZVfJk5Q60/yTi8l76zeaG0RCh+gq1uHqzxc5eGRfFUeboNxr/5hW0l+QxMyXAIqjk9FsYhg6jBah/F0La6uJabDRAlTp2KETYgZTV/zGCg8jq7Bn3Pb0FLi//tFo5hvO7s3jgGBwoVEnc3Jnk024AcdQOEH7U+9ml6AAidAyDEJOSb5cfPQuGMScozEdNwk5CjyHZWal+9YhByboNv0Yal6KnRVM9drVcc5eb9Cb8/+DXZihkvc8IgbHjHDSxaZ4ChN3CA5KBwFcZWYtm0f6sQozrv7M7RqfYHSGoZ1YeY7p+C6YGkTU1sY2sRo1XMSI9R3Gm1MY+JgEMPUUUwdxSCKqWOH5tFgXMfw1xSSV30p3lt7cTLEbWlN8OQSxm78fzhRD7QvcZ2jtlBYmF7ihiyW9hKvnomhi7B0IWZLutd9BapnHrqquYehO1T2MKjcGSFiBakziwhbwVQRWD9ErTr8xhYCxmb8ajMBYwsWuw+1xlQnhw+T28ZI/MySg/IUpmegtIHh1c9PLuMZh6bzQgw69UFMM4Qe3oPAmb3xahyMfIv4XhdlamKxajbbL+N1CyeLtwYFnJEoAHXyb4o2XDzc1HJtoaDIJBat5KR/+TlVq0x2rAkniy0o+tcQJ53+c5xYDb2OOQ+ljNR1gMH8UgKhUmx/YVauWdZagwvaqR80XvzQeMP5Og7KUVS/3rC7ZqLIOvCyA9oieGyQ/TVn48U0bhV4EY2ONhFAKykLjAAYQYURUBnHzYDCCJKYF1KYRYnpTEWiEUwUfQUjLZwDGrda49ZonOSrVwtoEvOrgR3N/94ZgfRCsn48U0FpBMj8c/Q87B9ezoFXXCqfjiSPDYeif+1Bpx9enrj+8ogPZhFCCHE0fSMKxAceeIBrr72WadOmAfDoo4/ywgsv8Ic//IHbb789p7FYria+PEPXtuR0cFwPJn4+gGjzl9cA4OIkT/LiuHhoFU8UksrBw0Xj4CoXTznJb/kdXFx0cp6Li4eDSg4mDoZ2sbSDiUveFzbGYJf46h1HjNkc2ZUJrw5hojMC27MJOiZ5riLPNQg6BnmuSr36vezdhCduOETNGFEzTtSKpcZVMMiQwpOavl6r0Mfawm1ECWN5Nqa2sDwTyzMxdeLV0iaWZ2B5CksbmJ7C8hSmVlgaTA8snRga8nkmPq+VJzb5FlaPIJHfZm7VclbtJDC5FxP217WoVSt76p8kfgQxC6PET+wIrXH1cXeLFDSIW5PoyNv8NasNuUolBwNXKbz6cUMlp420911DJVu94mDEwXBQZhxfUR3HFzXzYPEim5dCxxHpeWi2Iko+X5LH53TX2wh6W7Fiu9A0bFEL4am+aCP5JY7yyHQXyYaNQU7iSeocqvPrm6APsf0mlltA5SqXAy/HMUJgFSqcqjheLXQ606JoTCEHAw5xdfgXACapE22dHJItxkbDzSYZhoVh+lCGjWHaGKYPw7BRpo1p2hiGD8NMTBvGofcbLmuYNqYVwtZdqFwdT14Ll+DV1V8bZ1I4qoS+hT9OFGhR0DWJgi3sgHbi6DhoF7y4Bge8BoVc4wIPdPywgi853tIbeRoh6PfzvKa7a57hI7YnmiisDqNsDivqktPJcbPBeKYC0AzylVrnvJimaIzNgZcb/04VjbFBQ6fxmR+/od1EoejWJIrHROFIqpA8vKDEBS+SKIzje5pPrLJoVDSa+YrCkRbVGzIU4stdUAadzrCzdOW3EEKIbOvwBWIsFmP9+vXMmjUrNc8wDCZOnMjatWszfiYajRJt8DD0qqrmb6bRUspWuM3cqv68Lz5qoyJAkbpbZUvlWxgB44gFQH3MF+3t1aqYPRQaE0+ZyVcjbfzQe4n5HiZaGcnXxHTaRTMu+NzE1YiGAbga8/TS9KI2yTy9FBxN2d6JGU/yMscLnoJ4prpPJ866Vf2gvQbTHkonXmnwvqL+M4n37e4W/rDT7F0qY10649Rlsbnia7K6+PHXNh03dS7h7j2IRR00BtRnShnJm/8oNAZaJV/r5yXfr59u9iIpnXhouUXTf7iMOOA0c3zENWO+4LDjww8MSA7jmo4ly4wQGLZJ5auJn71XC7HaQyfnla86dJrgo2zbEy0+ptuaDoExzKByTeZjo3KNS6cz/Oz6czi3MZuJokVZYNgqNa4shd1d4Yab7q7pRTWlV/pBHSoAzWTRl42ul1+F4VN0mpj4u175avxQS+0Ym04TbQz7yHEpU2EVKayi5rejtU51WU20OGqcBuOHF5Q6mijQnYMa5+Ch49UIQcmZNpWvZv6SqPLVOCWT5A6mQgjRXnX4AnHv3r24rkv37t3T5nfv3p3Nmzdn/My9997LnDlz2iQeHXab6doWhyIfXk37uAbRKPKhq5vpjlfrEOteQqwunijmlImHkSrk6ou/hkVedu6IkPnba6vIwIkqzPHJB0cf1i3WHN8LJ6owihTxtP3KtL4WzFOZlqvfv5a1JAaDNiUFdrN3qazM70qdv3Utb20pkG9RWNh03ORbhINF1NlOWqpUo/aBTMdEfZPX16EarEFhFpktOj7sIojVeQ1Xkx6jOmykDWsDu0QlugM2dZ1ZrcYuUcRi7eO5dy2KOazJO8bEOahRdqLAShVstkKZZJ5vgWFlnp9xun5dFiij6R+UdnTT3TXzFHmD2t+/RsNWdDrDpmSSjRdJdAPVHk0Wh62llMLMS+SAFlyd4cXSi8b6ghJF84V4BMz29qhJIYQQwDegQPwqZs2axc0335yarqqqok+fPllZt8ozm+na5iP48yFZ2Va2aMdrprumTdGt/5T7wJqgHc0Xj0QoOaOUvHsPXa8V3uKw6/EovX8cpN+t7esOeTriNtvq2feGgqMQWdNaEnefdhZ3S46PPreGml9RDjVXuFiFij43t7NjurmYCxSl5YHcB9YE7dFkd03ttel3AV+L4UtEVl9YHe04DZ/CKFHYJY3fa+7YMNrXYSGEEKKBDl8gdunSBdM02bVrV9r8Xbt2UVpamvEzfr8fv79t7qCm416TJ9M67qGs7F2nlw0dMWbX0eQdZ7FjfhwjFD/sei0b19FYR6k72JG4SmNNytyqZU3qlXj/KMeYSUeMuyMeHx2xcOmIMX+d7pqi5TrisSGEECKhvZ3XtZrP52PEiBGsWLGCCy+8EADP81ixYgU33HBDzuMxghb22b2BxifT9tm9UXb7KrSgY8ZsBYy0k7zYjsS31Z3ObL8neZbfStyMY0QPApPT71KJZWC1w5ihY8bdEY+Pjli4dMSYITfdNb/tOuqxIYQQApTWbXSv+Rx69tlnKS8v57HHHuOUU07hoYceYtGiRWzevLnRtYmZVFVVUVRURGVlJYWFhVmJyatzEoVVnQtBEy/uYQbbdz1+eMw67mG085idiIdpKdw6MIOJliMr0P4K2oaciINpmbgxjelTuI6LFWjfeYaOGXdHPD68mEYZpBcuvvZ9Mt0RYxa50dbHRlv8/xZCiG+79n1210KXXXYZe/bs4c4772Tnzp0MHTqUZcuWtag4bCupwqogcTJqtrMumpkcHnN761aaSf3JvpW8BK69dRvMpL6oqo/VsjrGr2FHjLsjHh/t7TqzluiIMYvckGNDCCE6nm9EC+LXJd9ACiGEEB2P/P8WQojsa/9NREIIIYQQQgghckIKRCGEEEIIIYQQgBSIQgghhBBCCCGSpEAUQgghhBBCCAFIgSiEEEIIIYQQIkkKRCGEEEIIIYQQgBSIQgghhBBCCCGSpEAUQgghhBBCCAFIgSiEEEIIIYQQIsk62gG0B1prAKqqqo5yJEIIIYRoqfr/2/X/x4UQQnx9UiAC1dXVAPTp0+coRyKEEEKI1qqurqaoqOhohyGEEN8ISsvXbniex/bt2ykoKEAplbX1VlVV0adPHz7//HMKCwuztl6RTvKcO5Lr3JA854bkOTfaMs9aa6qrq+nZsyeGIVfNCCFENkgLImAYBr17926z9RcWFsrJRw5InnNHcp0bkufckDznRlvlWVoOhRAiu+TrNiGEEEIIIYQQgBSIQgghhBBCCCGSpEBsQ36/n9mzZ+P3+492KN9okufckVznhuQ5NyTPuSF5FkKIjkVuUiOEEEIIIYQQApAWRCGEEEIIIYQQSVIgCiGEEEIIIYQApEAUQgghhBBCCJEkBaIQQgghhBBCCEAKxGbde++9jBw5koKCArp168aFF17Ili1b0paJRCLMmDGDzp07k5+fzyWXXMKuXbvSlrnxxhsZMWIEfr+foUOHNtrOqlWrmDJlCj169CAUCjF06FCeeuqptty1diVXeW7oo48+oqCggOLi4izvTfuVyzxrrZk7dy6DBg3C7/fTq1cv7rnnnrbatXYll3l+6aWXOO200ygoKKBr165ccsklbNu2rY32rH3JRp7feecdpk6dSp8+fQgGgxx//PE8/PDDjba1atUqhg8fjt/vZ+DAgSxYsKCtd69dyVWu//rXvzJp0iS6du1KYWEho0aN4qWXXsrJPgohhEiQArEZq1evZsaMGbzxxhssX76ceDzOmWeeSW1tbWqZn/zkJzz//PMsXryY1atXs337di6++OJG67r66qu57LLLMm7n9ddf5+STT+Yvf/kL7777LtOmTePKK69k6dKlbbZv7Umu8lwvHo8zdepUxowZk/V9ac9ymeeZM2fy+OOPM3fuXDZv3sySJUs45ZRT2mS/2ptc5fmTTz5hypQpTJgwgYqKCl566SX27t2bcT3fRNnI8/r16+nWrRt/+tOf2LhxIz/72c+YNWsW//mf/5la5pNPPuHcc89l/PjxVFRUcNNNN3HNNdd8qwqXXOX673//O5MmTeLFF19k/fr1jB8/nvPPP58NGzbkdH+FEOJbTYtW2b17twb06tWrtdZaHzx4UNu2rRcvXpxaZtOmTRrQa9eubfT52bNn6yFDhrRoW+ecc46eNm1aVuLuaNo6z7fddpu+4oor9Pz583VRUVG2w+8w2irP77//vrYsS2/evLnNYu9I2irPixcv1pZladd1U/OWLFmilVI6Fotlf0faua+b53rTp0/X48ePT03fdttt+sQTT0xb5rLLLtOTJ0/O8h50HG2V60xOOOEEPWfOnOwELoQQolnSgthKlZWVAJSUlACJb0Tj8TgTJ05MLXPcccfRt29f1q5d+7W3Vb+db5u2zPPKlStZvHgx8+bNy17AHVRb5fn5559nwIABLF26lP79+9OvXz+uueYa9u/fn90d6CDaKs8jRozAMAzmz5+P67pUVlaycOFCJk6ciG3b2d2JDiBbeT78b+/atWvT1gEwefLkr/03viNrq1wfzvM8qqurv7X/C4UQ4miQArEVPM/jpptuYvTo0QwePBiAnTt34vP5Gl3H1r17d3bu3PmVt7Vo0SLeeustpk2b9nVC7pDaMs/79u3jqquuYsGCBRQWFmYz7A6nLfO8detWPv30UxYvXsyTTz7JggULWL9+PZdeemk2d6FDaMs89+/fn5dffpl///d/x+/3U1xczBdffMGiRYuyuQsdQrby/Prrr/Pss89y3XXXpebt3LmT7t27N1pHVVUVdXV12d2RDqAtc324uXPnUlNTw3e+852sxS+EEKJp1tEOoCOZMWMG7733HmvWrGnT7bzyyitMmzaN3//+95x44oltuq32qC3zfO2113L55ZczduzYrK+7o2nLPHueRzQa5cknn2TQoEEAPPHEE4wYMYItW7Zw7LHHZn2b7VVb5nnnzp1ce+21lJeXM3XqVKqrq7nzzju59NJLWb58OUqprG+zvcpGnt977z2mTJnC7NmzOfPMM7MY3TdLrnL95z//mTlz5vDcc8/RrVu3r7wtIYQQrSMtiC10ww03sHTpUl555RV69+6dml9aWkosFuPgwYNpy+/atYvS0tJWb2f16tWcf/75PPjgg1x55ZVfN+wOp63zvHLlSubOnYtlWViWxQ9+8AMqKyuxLIs//OEP2dqNdq+t89yjRw8sy0oVhwDHH388AJ999tnXC74Daes8z5s3j6KiIn79618zbNgwxo4dy5/+9CdWrFjBm2++ma3daPeykef333+fM844g+uuu4477rgj7b3S0tJGd5jdtWsXhYWFBIPB7O5MO9fWua73zDPPcM0117Bo0aJG3XuFEEK0LSkQm6G15oYbbuBvf/sbK1eupH///mnvjxgxAtu2WbFiRWreli1b+Oyzzxg1alSrtrVq1SrOPfdc7rvvvia73HwT5SrPa9eupaKiIjXcfffdFBQUUFFRwUUXXZS1/WmvcpXn0aNH4zgOH3/8cWreBx98AEBZWdnX3Iv2L1d5DofDGEb6n3HTNIFEK+43XbbyvHHjRsaPH095eXnGR7GMGjUqbR0Ay5cvb/Xf+I4sV7kGePrpp5k2bRpPP/005557btvskBBCiCM7mnfI6Qiuv/56XVRUpFetWqV37NiRGsLhcGqZH/3oR7pv37565cqVet26dXrUqFF61KhRaev58MMP9YYNG/QPf/hDPWjQIL1hwwa9YcMGHY1GtdZar1y5Uufl5elZs2albWffvn053d+jJVd5Pty37S6mucqz67p6+PDheuzYsfrtt9/W69at06eeeqqeNGlSTvf3aMlVnlesWKGVUnrOnDn6gw8+0OvXr9eTJ0/WZWVladv6pspGnv/xj3/orl276iuuuCJtHbt3704ts3XrVp2Xl6dvvfVWvWnTJj1v3jxtmqZetmxZTvf3aMpVrp966iltWZaeN29e2jIHDx7M6f4KIcS3mRSIzQAyDvPnz08tU1dXp6dPn647deqk8/Ly9EUXXaR37NiRtp5x48ZlXM8nn3yitda6vLw84/vjxo3L3c4eRbnK8+G+bQViLvP85Zdf6osvvljn5+fr7t2766uuuupb84VHLvP89NNP62HDhulQKKS7du2qL7jgAr1p06Yc7enRlY08z549O+M6ysrK0rb1yiuv6KFDh2qfz6cHDBiQto1vg1zl+kjHfHl5ee52VgghvuWU1lp/tbZHIYQQQgghhBDfJHINohBCCCGEEEIIQApEIYQQQgghhBBJUiAKIYQQQgghhACkQBRCCCGEEEIIkSQFohBCCCGEEEIIQApEIYQQQgghhBBJUiAKIYQQQgghhACkQBRCZFm/fv146KGHmlxGKcX//M//ALBt2zaUUlRUVLRpXHfddRdDhw5t020IIYQQQnR0UiAKIVKuuuoqlFIopfD5fAwcOJC7774bx3HabJt9+vRhx44dDB48OGvrbFiA1rvllltYsWJF1rZxuL1791JaWsqvfvWrRu995zvf4bTTTsN13TbbvhBCCCFENlhHOwAhRPty1llnMX/+fKLRKC+++CIzZszAtm1mzZrVJtszTZPS0tI2WXdD+fn55Ofnt9n6u3Tpwn//93/zb//2b5x//vmcdNJJACxevJilS5eyYcMGTNPM6jZd10UphWHId31CCCGEyA45qxBCpPH7/ZSWllJWVsb111/PxIkTWbJkCQCnn346N910U9ryF154IVdddVXavOrqaqZOnUooFKJXr17MmzfviNvL1MV048aNnHfeeRQWFlJQUMCYMWP4+OOPAXjrrbeYNGkSXbp0oaioiHHjxvH222+nPtuvXz8ALrroIpRSqenDu5h6nsfdd99N79698fv9DB06lGXLljWK669//Svjx48nLy+PIUOGsHbt2iPuywUXXMDll19OeXk58XicPXv2MGPGDP7jP/6DY489lueee47hw4cTCAQYMGAAc+bMSWudfeCBBzjppJMIhUL06dOH6dOnU1NTk3p/wYIFFBcXs2TJEk444QT8fj+fffbZEeMRQgghhGgtKRCFEE0KBoPEYrFWfeY3v/kNQ4YMYcOGDdx+++3MnDmT5cuXt+izX375JWPHjsXv97Ny5UrWr1/P1VdfnSqkqqurKS8vZ82aNbzxxhscc8wxnHPOOVRXVwOJAhJg/vz57NixIzV9uIcffpj777+fuXPn8u677zJ58mQuuOACPvzww7Tlfvazn3HLLbdQUVHBoEGDmDp1apNdbh9++GH27dvHL37xC6ZPn87gwYP58Y9/zKuvvsqVV17JzJkzef/993nsscdYsGAB99xzT+qzhmHw29/+lo0bN/LHP/6RlStXctttt6WtPxwOc9999/H444+zceNGunXr1qK8CiGEEEK0iBZCiKTy8nI9ZcoUrbXWnufp5cuXa7/fr2+55Rattdbjxo3TM2fOTPvMlClTdHl5eWq6rKxMn3XWWWnLXHbZZfrss89OTQP6b3/7m9Za608++UQDesOGDVprrWfNmqX79++vY7FYi2J2XVcXFBTo559/PuP6682ePVsPGTIkNd2zZ099zz33pC0zcuRIPX369LS4Hn/88dT7Gzdu1IDetGlTkzGtWLFCm6apCwsL9bZt27TWWp9xxhn6V7/6VdpyCxcu1D169DjiehYvXqw7d+6cmp4/f74GdEVFRZPbF0IIIYT4quQaRCFEmqVLl5Kfn088HsfzPC6//HLuuuuuVq1j1KhRjaabu7NpvYqKCsaMGYNt2xnf37VrF3fccQerVq1i9+7duK5LOBxuVVfLqqoqtm/fzujRo9Pmjx49mnfeeSdt3sknn5wa79GjBwC7d+/muOOOO+L6J0yYwGmnncbQoUMpKysD4J133uG1115LazF0XZdIJEI4HCYvL4//+7//495772Xz5s1UVVXhOE7a+wA+ny8tJiGEEEKIbJICUQiRZvz48fzud7/D5/PRs2dPLOvQnwnDMNBapy0fj8ezuv1gMNjk++Xl5ezbt4+HH36YsrIy/H4/o0aNanU32JZqWKgqpYDE9YvNsSwrLXc1NTXMmTOHiy++uNGygUCAbdu2cd5553H99ddzzz33UFJSwpo1a/jBD35ALBZLFYjBYDAVhxBCCCFEtkmBKIRIEwqFGDhwYMb3unbtyo4dO1LTruvy3nvvMX78+LTl3njjjUbTxx9/fIu2f/LJJ/PHP/6ReDyesRXxtdde47/+678455xzAPj888/Zu3dv2jK2bTf5SInCwkJ69uzJa6+9xrhx49LWfcopp7QoztYaPnw4W7ZsOWJu169fj+d53H///am7ki5atKhNYhFCCCGEOBK5SY0QosUmTJjACy+8wAsvvMDmzZu5/vrrOXjwYKPlXnvtNX7961/zwQcfMG/ePBYvXszMmTNbtI0bbriBqqoqvvvd77Ju3To+/PBDFi5cyJYtWwA45phjWLhwIZs2beLNN9/ke9/7XqNWx379+rFixQp27tzJgQMHMm7n1ltv5b777uPZZ59ly5Yt3H777VRUVLQ4zta68847efLJJ5kzZw4bN25k06ZNPPPMM9xxxx0ADBw4kHg8ziOPPMLWrVtZuHAhjz76aJvEIoQQQghxJFIgCiFa7Oqrr6a8vJwrr7yScePGMWDAgEathwA//elPWbduHcOGDeOXv/wlDzzwAJMnT27RNjp37szKlSupqalh3LhxjBgxgt///vep1sQnnniCAwcOMHz4cL7//e9z4403NrqT5/3338/y5cvp06cPw4YNy7idG2+8kZtvvpmf/vSnnHTSSSxbtowlS5ZwzDHHtDIrLTN58mSWLl3Kyy+/zMiRIznttNN48MEHU9coDhkyhAceeID77ruPwYMH89RTT3Hvvfe2SSxCCCGEEEei9OEXFAkhhBBCCCGE+FaSFkQhhBBCCCGEEIAUiEIIIYQQQgghkqRAFEIIIYQQQggBSIEohBBCCCGEECJJCkQhhBBCCCGEEIAUiEIIIYQQQgghkqRAFEIIIYQQQggBSIEohBBCCCGEECJJCkQhhBBCCCGEEIAUiEIIIYQQQgghkqRAFEIIIYQQQggBSIEohBBCCCGEECLp/wM2C54uP82r0wAAAABJRU5ErkJggg==\n" 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\n" 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\n" 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\n" 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\n" 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\n" 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\n" 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\n" 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buXPnipy3mD+32MPDAwDg7+8PIyMjLF68uMj2BV9naQYMGACZTIYdO3bg999/R//+/Us9pm/fvnj58iW+++67Qvvy72n//v2hVCqxYMGCQm0UCgV/75KTkwv9P+RXUKY1WQkhhJDKh3o2SbUXFBSE1atXw9/fH8OHD0diYiI2b96M+vXrIy0trVB7Nzc3tG3bFmPHjoVMJsPatWthbm6Or776qkzXnTZtGvbv349+/fohKCgITZs2xatXr3D48GFs3rwZ3t7e5fUSsXTpUpw+fRotW7bEyJEjUa9ePbx69QrXr1/HyZMn8erVKwBA9+7dcfDgQfTu3RsfffQRYmNjsXnzZtSrV6/IpUEKatq0KQDgm2++wcCBAyEUCtGjR493TgJHjhyJH3/8EbNnz8bVq1fx4YcfQqFQICwsDOfOnYOPjw9CQ0PRrl27cl9PccOGDWjbti28vLwwcuRIuLi44Pnz57h48SIeP37Mr6PZvXt3zJ8/H8OGDUObNm1w69Yt7N69m+8dLUn+fZs0aRL8/f2ho6ODgQMHvnPsy5Ytw7Vr19CnTx9+mPT169exc+dOmJmZ8cvdGBkZYdOmTfjss8/QpEkTDBw4EBYWFoiPj8fRo0fh4+NTZCJYlCZNmsDNzQ3ffPMNZDKZRkNohw4dip07d+KLL77A5cuX0a5dO2RmZuLkyZMYN24cevbsiQ4dOmD06NFYsmQJIiIi8OGHH0IoFCIqKgr79u3DunXr8Mknn2DHjh3YuHEjevfuDVdXV6Snp2Pbtm0wMjJCt27d3vpeEkIIIaSCaKkKLiHvLH/pE02WQfjxxx+Zi4sLE4lErFGjRuyPP/4odumTFStWsFWrVjF7e3smFotZu3btWGRkpNr5NFn6hDHGkpKS2IQJE5idnR0TiUSsdu3aLCAgoNASJW9ydHRkH330UZH7Tp8+XWjpE8YYe/78ORs/fjyzt7dnQqGQWVtbsw8++IBt3bqVb6NSqdjixYuZo6MjE4vFrHHjxuzIkSOF7gVjhZc+YYyxBQsWMDs7OyYQCNSWQQHAxo8fX+TrePOeFCUzM5N98803zNXVlQmFQmZubs769OnDLl++zORyOWvfvj0TCoXs5MmTJZ6nuDgYK/79EhMTw4YOHcqsra2ZUChkdnZ2rHv37mz//v18m5ycHPbll18yGxsbJpVKmY+PD7t48WKhZT6KWvpEoVCwiRMnMgsLC8ZxHP++Kfh+K+p1vHnv3xQeHs7Gjx/PGjRowIyNjZlQKGQODg4sMDCQxcTEFGp/+vRp5u/vz4yNjZlEImGurq4sMDCQXb16lW8TEBDA9PX1S7zuN998wwAwNze3IvcXtdRQVlYW++abb5izszP/3vzkk08Kxbl161bWtGlTJpVKmaGhIfPy8mJfffUVe/r0KWOMsevXr7NBgwYxBwcHJhaLmaWlJevevbvaayCEEEJI5cExVo7j+QghhBBCCCGEENCcTUIIIYQQQgghFYCSTUIIIYQQQggh5Y6STUIIIYQQQggh5Y6STUIIIYQQQggh5Y6STUIIIYQQQggh5Y6STUIIIYQQQggh5U5X2wFUNJVKhadPn8LQ0BAcx2k7HEIIIYRogDGG9PR02NraQiCo2O/GVSoVcnNzK/QahBBSXQiFQujo6GjUttonm0+fPoW9vb22wyCEEELIW3j06BFq165dYefPzc1FbGwsVCpVhV2DEEKqGxMTE1hbW5famVftk01DQ0MAeb+sjIyMtBwNIYQQQjSRlpYGe3t7/vd4RWCMISEhATo6OrC3t6/wHlRCCKnqGGPIyspCYmIiAMDGxqbE9tU+2czPto2MjCjZJIQQQqqYipwCo1AokJWVBVtbW+jp6VXYdQghpDqRSqUAgMTERFhaWpY4pJa+wiOEEEJIjaRUKgEAIpFIy5EQQkjVkv8FnVwuL7EdJZuEEEIIqdGogCAhhJSNpj83KdkkhBBCCCGEEFLuKNkkhBBCCKlh4uLiwHEcIiIiim1z5swZcByHlJSUCo0lNDQUJiYmZTqG4ziEhYVVSDyEkPJDySYhhBBCSBUTGBgIjuMKPbp06aLR8fb29khISECDBg0qONLSDRgwAPfv39d2GISQClDtq9ESQgghhFRHXbp0QUhIiNo2sVis0bE6OjqwtrauiLDKTCqV8tUtCSHVC/VsEkIIIYRUQWKxGNbW1moPU1NTAHnDTDdt2oSuXbtCKpXCxcUF+/fv548tahjtsWPHUKdOHUilUvj6+iIuLq7QNc+fP4927dpBKpXC3t4ekyZNQmZmJr/fyckJCxcuxNChQ2FgYABHR0ccPnwYL168QM+ePWFgYICGDRvi6tWr/DFFDaPdtGkTXF1dIRKJ4OHhgV27dpV4L27duoVOnTpBKpXC3Nwco0aNQkZGBr9foVBg0qRJMDExgbm5OaZPn46AgAD06tULALBz506Ym5tDJpOpnbdXr1747LPPSrw2IaR4lGwSQgghhOD1YuW5Cq08GGPl/npmzZqFvn37IjIyEkOGDMHAgQNx9+7dIts+evQIffr0QY8ePRAREYERI0YgODhYrU1MTAy6dOmCvn374ubNm9i7dy/Onz+PCRMmqLVbs2YNfHx8cOPGDXz00Uf47LPPMHToUHz66ae4fv06XF1dMXTo0GJf86FDhzB58mR8+eWXuH37NkaPHo1hw4bh9OnTRbbPzMyEv78/TE1NceXKFezbtw8nT55Ui2vZsmXYvXs3QkJCEB4ejrS0NLU5n/369YNSqcThw4f5bYmJiTh69CiCgoJKvM+EkOJxrCJ+ulUiaWlpMDY2RmpqKoyMjLQdDiGEEEI08D5+f+fk5CA2NhbOzs6QSCTIylWg3uw/KuRapbkz3x96Is1nNwUGBuLHH3+ERCJR2/7111/j66+/BsdxGDNmDDZt2sTva9WqFZo0aYKNGzciLi4Ozs7OuHHjBho1aoSvv/4av/76K/755x++fXBwMJYtW4bk5GSYmJhgxIgR0NHRwZYtW/g258+fR4cOHZCZmQmJRAInJye0a9eO74l89uwZbGxsMGvWLMyfPx8A8Pfff6N169ZISEiAtbU1QkNDMWXKFL4QkY+PD+rXr4+tW7fy1+nfvz8yMzNx9OhRAHk9t4cOHUKvXr2wbds2TJ8+HY8ePYK+vj6AvF7aHj164OnTp7CysoK1tTWmTp2KqVOnAshbY9XFxQWNGzfmk85x48YhLi4Ox44dAwCsXr0aGzZsQHR0NC2PQ8gb3vz5WRyas0kIIYQQUgX5+vqqJZMAYGZmxv+7devWavtat25dbPXZu3fvomXLloXaFxQZGYmbN29i9+7d/DbGGFQqFWJjY+Hp6QkAaNiwIb/fysoKAODl5VVoW2JiYpHzRu/evYtRo0apbfPx8cG6deuKjd3b25tPNPPbq1Qq3Lt3DxKJBM+fP0eLFi34/To6OmjatClUKhW/beTIkWjevDmePHkCOzs7hIaG8oWYCCFvR6vJ5l9//YUVK1bg2rVrSEhI4L+hyscYw5w5c7Bt2zakpKTAx8cHmzZtgru7u/aCJoSQGkSVqwQn4KDKUUAg0QVTMQhEOtoOi5AKIRXq4M58f61du6z09fXh5uZWAdEULSMjA6NHj8akSZMK7XNwcOD/LRQK+X/nJ2pFbSuY6FUGjRs3hre3N3bu3IkPP/wQ//zzD9+TSgh5O1qds5mZmQlvb29s2LChyP3Lly/H+vXrsXnzZly6dAn6+vrw9/dHTk7Oe46UEEJqHiZXIf3sIzxddAkJCy/h6aJLSD/7GExeuf5AJKS8cBwHPZGuVh4V0Xv2999/F3qe3/v4Jk9PT1y+fLnE45s0aYI7d+7Azc2t0EMkEpVb3J6enggPD1fbFh4ejnr16hXbPjIyUq1QUXh4OAQCATw8PGBsbAwrKytcuXKF369UKnH9+vVC5xoxYgRCQ0MREhICPz8/2Nvbl9OrIqRm0mrPZteuXdG1a9ci9zHGsHbtWsycORM9e/YEkFcpzMrKCmFhYRg4cOD7DJUQQmoUVa4S6WcfIf3UI34by1Yg/VQ8AMCwQ23q4SREy2QyGZ49e6a2TVdXF7Vq1QIA7Nu3D82aNUPbtm2xe/duXL58Gdu3by/yXGPGjMGqVaswbdo0jBgxAteuXUNoaKham+nTp6NVq1aYMGECRowYAX19fdy5cwcnTpzAd999V26va9q0aejfvz8aN24MPz8//Pbbbzh48CBOnjxZZPshQ4Zgzpw5CAgIwNy5c/HixQtMnDgRn332GT9kd+LEiViyZAnc3NxQt25dfPvtt0hOTi6U5A8ePBhTp07Ftm3bsHPnznJ7TYTUVJW2Gm1sbCyePXsGPz8/fpuxsTFatmyJixcvFnucTCZDWlqa2oMQQkjZcAIOGRcSityXceEpOAHNYSJE237//XfY2NioPdq2bcvvnzdvHn7++Wc0bNgQO3fuxE8//VRs76CDgwMOHDiAsLAweHt7Y/PmzVi8eLFam4YNG+Ls2bO4f/8+2rVrh8aNG2P27NmwtbUt19fVq1cvrFu3DitXrkT9+vWxZcsWhISEoGPHjkW219PTwx9//IFXr16hefPm+OSTT/DBBx+oJcDTp0/HoEGDMHToULRu3RoGBgbw9/cvVNjE2NgYffv2hYGBgdrULkLI26k01WgLVhUDgAsXLsDHxwdPnz6FjY0N365///7gOA579+4t8jxz587FvHnzCm2narSEEKI5ZUYuEhZeKna/zcxW0DEQFrufkHeljWq01cmbf1cRdSqVCp6enujfvz8WLFigtu+DDz5A/fr1sX79ei1FR0jlp+nPz0rbs/m2ZsyYgdTUVP7x6NGj0g8ihBCiRiDRBScteqYFJ9WFQEJDaAkhVcfDhw+xbds23L9/H7du3cLYsWMRGxuLwYMH822Sk5Nx6NAhnDlzBuPHj9ditIRUH5V26ZP8UtjPnz9X69l8/vw5GjVqVOxxYrEYYrG4osMjhJBqjakYDNrY8nM0CzJoYwumYqCBtISQqkIgECA0NBRTp04FYwwNGjTAyZMn1QomNW7cGMnJyVi2bBk8PDy0GC0h1UelTTadnZ1hbW2NU6dO8cllWloaLl26hLFjx2o3OEIIqeYEIh0YdbQHwJBxIQEsWwFOqguDNrYw6mgPTljtBsYQUq1UkllSlYa9vX2hCrdviouLez/BEFKDaDXZzMjIQHR0NP88NjYWERERMDMzg4ODA6ZMmYKFCxfC3d0dzs7OmDVrFmxtbWn+ASGEvAecUACJqykMO9hDlSmHQF8IZaqMEk1CCCGEaESryebVq1fh6+vLP//iiy8AAAEBAQgNDcVXX32FzMxMjBo1CikpKWjbti1+//33ajeJnxBCKqukPXcBBki9aiH71kuIXY1hPrjodfoIIYQQQgrSarLZsWPHEod5cByH+fPnY/78+e8xKkIIIQCgzJRDlSEHAEjrmSPz7wTIolPy5mvS0ieEEEIIKQWNhSKEEFIkxfNMAICOqRhiV2NwYh2oshSQJ2RqOTJCCCGEVAWUbBJCCCmS/HkWAEBopQ9ORwCxizEAICcqWZthEUIIIaSKoGSTEEJIkfKTTV0rPQCAxM0EACCLTtFSRIQQQgipSijZJIQQUiS+Z9MyL9kUu5sCAGRxqWBypdbiIoRUbx07dsSUKVO0HQYhpBxQskkIIaRIisS8uZnC1z2buhZS6BiJAAWDLC5Nm6ERQgA8e/YMkydPhpubGyQSCaysrODj44NNmzYhKytL2+FR0kgI0W41WkIIIZWTMiMXqkwFwAG6r3s2OY6D2N0UWdeeIycqBZLXPZ2EkPfvwYMH8PHxgYmJCRYvXgwvLy+IxWLcunULW7duhZ2dHT7++OMynzc3NxcikagCIiaE1ETUs0kIIaSQ/CG0OqYSCEQ6/HaJuwkAQBZNRYII0aZx48ZBV1cXV69eRf/+/eHp6QkXFxf07NkTR48eRY8ePQAAKSkpGDFiBCwsLGBkZIROnTohMjKSP8/cuXPRqFEjfP/993B2dubXMo+Pj0fPnj1hYGAAIyMj9O/fH8+fPy903K5du+Dk5ARjY2MMHDgQ6enpAIDAwECcPXsW69atA8dx4DgOcXFxAICzZ8+iRYsWEIvFsLGxQXBwMBQKRbGvNTk5GUOHDoWpqSn09PTQtWtXREVFqbXZtm0b7O3toaenh969e2P16tUwMTEBAMTFxUEgEODq1atqx6xduxaOjo5QqVRv959ACCkVJZuEEEIKUSTmV6LVU9sudjUBAMifZkKZkfu+wyKkYjEG5GZq51HCuuNvSkpKwp9//onx48dDX1+/yDYcl7cWbr9+/ZCYmIjjx4/j2rVraNKkCT744AO8evWKbxsdHY0DBw7g4MGDiIiIgEqlQs+ePfHq1SucPXsWJ06cwIMHDzBgwAC1a8TExCAsLAxHjhzBkSNHcPbsWSxduhQAsG7dOrRu3RojR45EQkICEhISYG9vjydPnqBbt25o3rw5IiMjsWnTJmzfvh0LFy4s9vUGBgbi6tWrOHz4MC5evAjGGLp16wa5PG8d4PDwcIwZMwaTJ09GREQEOnfujEWLFvHHOzk5wc/PDyEhIWrnDQkJQWBgIAQC+nOYkIpCw2gJIYQU8t+yJ+rJpo6hCEJrfcifZUIWkwI9b0tthEdIxZBnAYtttXPtr58CoqITxzdFR0eDMQYPDw+17bVq1UJOTg4AYPz48ejRowcuX76MxMREiMViAMDKlSsRFhaG/fv3Y9SoUQDyhs7u3LkTFhYWAIATJ07g1q1biI2Nhb29PQBg586dqF+/Pq5cuYLmzZsDAFQqFUJDQ2FoaAgA+Oyzz3Dq1CksWrQIxsbGEIlE0NPTg7W1NR/jxo0bYW9vj++++w4cx6Fu3bp4+vQppk+fjtmzZxdK/KKionD48GGEh4ejTZs2AIDdu3fD3t4eYWFh6NevH7799lt07doVU6dOBQDUqVMHFy5cwJEjR/jzjBgxAmPGjMHq1ashFotx/fp13Lp1C7/++qtG95wQ8nboqxxCCCGFyJ/nFQfStSr8x6/49VDanKiU9xgRIaQ0ly9fRkREBOrXrw+ZTIbIyEhkZGTA3NwcBgYG/CM2NhYxMTH8cY6OjnyiCQB3796Fvb09n2gCQL169WBiYoK7d+/y25ycnPhEEwBsbGyQmJhYYox3795F69at+Z5XAPDx8UFGRgYeP35cZHtdXV20bNmS32Zubg4PDw8+lnv37qFFixZqx735vFevXtDR0cGhQ4cAAKGhofD19YWTk1OJ8RJC3g31bBJCCFHDGIPijWVPCpK4myLj3BPIolPAGFP7o5GQKk2ol9fDqK1ra8jNzQ0cx+HevXtq211cXAAAUqkUAJCRkQEbGxucOXOm0Dny5zMCKHYobmmEQqHac47jKu38R5FIhKFDhyIkJAR9+vTBnj17sG7dOm2HRUi1R8kmIYQQNaoMOVRZeZVohZbSQvtFTkaADgdligyKl9kQWmj+RzIhlRrHaTyUVZvMzc3RuXNnfPfdd5g4cWKxyWKTJk3w7Nkz6OrqlqkHz9PTE48ePcKjR4/43s07d+4gJSUF9erV0/g8IpEISqX6mryenp44cOCA2hdV4eHhMDQ0RO3atYuMRaFQ4NKlS/ww2qSkJNy7d4+PxcPDA1euXFE77s3nQN5Q2gYNGmDjxo1QKBTo06ePxq+FEPJ2aBgtIYQQNfnzNXXNJOCEOoX2C0Q6EDsaAQBk0SnvMzRCyGv5CVOzZs2wd+9e3L17F/fu3cOPP/6If//9Fzo6OvDz80Pr1q3Rq1cv/Pnnn4iLi8OFCxfwzTffFKrMWpCfnx+8vLwwZMgQXL9+HZcvX8bQoUPRoUMHNGvWTOMYnZyccOnSJcTFxeHly5dQqVQYN24cHj16hIkTJ+Lff//Fr7/+ijlz5uCLL74oslCPu7s7evbsiZEjR+L8+fOIjIzEp59+Cjs7O/Ts2RMAMHHiRBw7dgyrV69GVFQUtmzZguPHjxcadeHp6YlWrVph+vTpGDRoEN8DTAipOJRsEkIIUaMoYb5mPvHrNTZp3iYh2uHq6oobN27Az88PM2bMgLe3N5o1a4Zvv/0WU6dOxYIFC8BxHI4dO4b27dtj2LBhqFOnDgYOHIiHDx/Cysqq2HNzHIdff/0VpqamaN++Pfz8/ODi4oK9e/eWKcapU6dCR0cH9erVg4WFBeLj42FnZ4djx47h8uXL8Pb2xpgxYzB8+HDMnDmz2POEhISgadOm6N69O1q3bg3GGI4dO8YP4/Xx8cHmzZuxevVqeHt74/fff8fnn3/OL+NS0PDhw5Gbm4ugoKAyvRZCyNvhGCtDre0qKC0tDcbGxkhNTYWRkZG2wyGEkEov+VAUMi89g6GvPYz9nYpsk/soHYkbIsCJdWA7uzU4HZq3ScrX+/j9nZOTg9jYWLX1JUn1MHLkSPz77784d+6c2vYFCxZg3759uHnzppYiI6R60PTnJ83ZJIQQokZeQnGgfEI7A3BSXbBsBXIfp/PDagkhRBtWrlyJzp07Q19fH8ePH8eOHTuwceNGfn9GRgbi4uLw3XfflbimJyGkfNEwWkIIITzG2H9zNq2KTzY5AQeJmwkAmrdJCNG+y5cvo3PnzvDy8sLmzZuxfv16jBgxgt8/YcIENG3aFB07dqQhtIS8R9SzSQghhKdKl4Nlv65EW0qVWbGbCbJvvUROVDKMPnB4TxESQkhhv/zyS4n7Q0NDERoa+n6CIYTwqGeTEEIIT55fHMhcCk5Y8q+I/J7N3Ph0qGSKig6NEEIIIVUMJZuEEEJ4/BDaEuZr5tM1l0LHTAKoGGSxaRUdGiGEEEKqGEo2CSGE8BSJr4sDlTBfsyCJuwkAQBaVXFEhEUIIIaSKomSTEEIIj69Eq2GyKX49lJbW2ySEEELImyjZJIQQAiC/Eu3rOZtW+hodI3E1Abi8HlFlqqwCoyOEEEJIVUPJJiGEEACAKj0XLEcJCAChhVSjYwR6QgjtDAAAObQECiGEEEIKoGSTEEIIgALFgcyl4HQ1//UgcTMFQOttElIdnTlzBhzHISUlpcR2Tk5OWLt27XuJKV9oaChMTEz453PnzkWjRo3eawxVBcdxCAsL03YYpAaiZJMQQgiAAvM1NahEW5D4dZGgnOhkMMbKOyxCyBsCAwPRq1evQts1TQzfxZsJ3rsIDAwEx3HgOA4ikQhubm6YP38+FIq3W0pp6tSpOHXqVLnEVpzs7GyMGDECFhYWMDAwQIsWLXDhwgWNjj106BBatWoFY2NjGBoaon79+pgyZUqFxpsvISEBXbt2fS/XIqQgXW0HQAghpHJQ5PdsalgcKJ/Y0QicUABVuhyK51kQWms235MQQrp06YKQkBDIZDIcO3YM48ePh1AoxIwZM8p8LgMDAxgYGFRAlP9ZsWIF9u/fj71796JOnTq4ffs2dHVL/3P61KlTGDBgABYtWoSPP/4YHMfhzp07OHHixDvFI5fLIRQKS21nbW39Ttch5G1RzyYhhBAA4IsDCTUsDpSP0xVA5GwMgKrSElLZnD9/Hu3atYNUKoW9vT0mTZqEzMxMfv+uXbvQrFkzGBoawtraGoMHD0ZiYmKR5zpz5gyGDRuG1NRUvkdy7ty5/P6srCwEBQXB0NAQDg4O2Lp1a6nxicViWFtbw9HREWPHjoWfnx8OHz4MAEhOTsbQoUNhamoKPT09dO3aFVFRUcWeq6hhtD/88APq168PsVgMGxsbTJgwAQAQFBSE7t27q7WVy+WwtLTE9u3bi72GQCBAvXr14O/vD2dnZ/To0QMtWrQo9XX+9ttv8PHxwbRp0+Dh4YE6deqgV69e2LBhg1q7X3/9FU2aNIFEIoGLiwvmzZun1tPLcRw2bdqEjz/+GPr6+liwYAFq166NTZs2qZ3nxo0bEAgEePjwIX9cwWG0jx8/xqBBg2BmZgZ9fX00a9YMly5d0igOxhjmzp0LBwcHiMVi2NraYtKkSaXeA1IzUbJJCCHkdSXasi17UpDk9RIosmhab5NUXYwxZMmztPKoiCHoMTEx6NKlC/r27YubN29i7969OH/+PJ9wAXkJ1oIFCxAZGYmwsDDExcUhMDCwyPO1adMGa9euhZGRERISEpCQkICpU6fy+1etWoVmzZrhxo0bGDduHMaOHYt79+6VKWapVIrc3FwAecNsr169isOHD+PixYtgjKFbt26Qy+UanWvTpk0YP348Ro0ahVu3buHw4cNwc3MDAIwYMQK///47EhIS+PZHjhxBVlYWBgwYUOw5e/TogUuXLpWYkBbF2toa//zzD27fvl1sm3PnzmHo0KGYPHky7ty5gy1btiA0NBSLFi1Sazd37lz07t0bt27dwogRIzBo0CDs2bNHrc3u3bvh4+MDR0fHQtfJyMhAhw4d8OTJExw+fBiRkZH46quvoFKpNIrjwIEDWLNmDbZs2YKoqCiEhYXBy8urTPeD1Bw0jJYQQgiUablgMiUg4KBbS7NKtAWJ3U0BxEL2IBVMoSpTgSFCKotsRTZa7mmplWtfGnwJekLNv+g5cuRIoSGjSqVS7fmSJUswZMgQfl6gu7s71q9fjw4dOmDTpk2QSCQICgri27u4uGD9+vVo3rw5MjIyCp1fJBLB2NgYHMcVOSyzW7duGDduHABg+vTpWLNmDU6fPg0PD49SXw9jDKdOncIff/yBiRMnIioqCocPH0Z4eDjatGkDIC+Bsre3R1hYGPr161fqORcuXIgvv/wSkydP5rc1b94cQF7i7OHhgV27duGrr74CAISEhKBfv37FDsV9/vw5unTpgunTp2PZsmXIyMjgz52UlIRatWrhypUraNasWaFjJ06ciHPnzsHLywuOjo5o1aoVPvzwQwwZMgRisRgAMG/ePAQHByMgIABA3v/HggUL8NVXX2HOnDn8uQYPHoxhw4bxz4cMGYJVq1YhPj4eDg4OUKlU+PnnnzFz5swiX8eePXvw4sULXLlyBWZmZgDAJ+GaxBEfHw9ra2v4+flBKBTCwcFBo95dUjPRXwOEEEL+m69ZS/JWiaLQWg8CAyGYXIXc+LTyDo8Q8gZfX19ERESoPb7//nu1NpGRkQgNDeXnMhoYGMDf3x8qlQqxsbEAgGvXrqFHjx5wcHCAoaEhOnToAACIj48vc0wNGzbk/52fkBY3JDdfftIskUjQtWtXDBgwAHPnzsXdu3ehq6uLli3/S/7Nzc3h4eGBu3fvlhpLYmIinj59ig8++KDYNiNGjEBISAiAvETy+PHjasn3m1atWgUHBwcsXrwYJ06cwKpVq/iE7tatWzA0NIS3t3eRx+rr6+Po0aOIjo7GzJkzYWBggC+//BItWrRAVlbez9/IyEjMnz9f7f9r5MiRSEhI4NsAKJTMNmrUCJ6ennzv5tmzZ5GYmFhsQh4REYHGjRvzieabSoujX79+yM7OhouLC0aOHIlDhw69dVEnUv1RzyYhhJC3nq+Zj+M4iN1MkB3xAjlRKRC7mJRjdIS8H1JdKS4NvlR6wwq6dlno6+ur9UYBefPwCsrIyMDo0aOLnE/n4OCAzMxM+Pv7w9/fH7t374aFhQXi4+Ph7+/PD2UtizcL1XAcxw/NLI6vry82bdoEkUgEW1tbjYrtaEIqLf1+Dh06FMHBwbh48SIuXLgAZ2dntGvXrtj2N2/e5OeEOjo64uTJk2jXrh1evHiBtLQ0fPrpp6UW63F1dYWrqytGjBiBb775BnXq1MHevXsxbNgwZGRkYN68eejTp0+h4yQSCf9vff3CP6eHDBmCPXv2IDg4GHv27EGXLl1gbm5eZAyl3ZvS4rC3t8e9e/dw8uRJnDhxAuPGjcOKFStw9uxZjYoVkZqFkk1CCCH/rbFZxmVPCpK4meYlm9EpMPYvr8gIeX84jivTUNbKrkmTJrhz506hpDTfrVu3kJSUhKVLl8Le3h4AcPXq1RLPKRKJCg3XfRdFJc0A4OnpCYVCgUuXLvHDaJOSknDv3j3Uq1ev1PMaGhrCyckJp06dgq+vb5FtzM3N0atXL4SEhODixYtqQ1OLYmdnhwsXLkCpVEJHRwd16tTBn3/+iY4dOyI7O5vvLdaUk5MT9PT0+IJNTZo0wb1794r9/yrJ4MGDMXPmTFy7dg379+/H5s2bi23bsGFDfP/993j16lWRvZuaxCGVStGjRw/06NED48ePR926dXHr1i00adKkzLGT6o2STUIIIfww2rcpDpRP8nq9TfnjdKiy5BDo0TfchGjT9OnT0apVK0yYMAEjRoyAvr4+v9zGd999BwcHB4hEInz77bcYM2YMbt++jQULFpR4TicnJ2RkZODUqVPw9vaGnp4e9PTKP0F3d3dHz549MXLkSGzZsgWGhoYIDg6GnZ0devbsqdE55s6dizFjxsDS0hJdu3ZFeno6wsPDMXHiRL7NiBEj0L17dyiVSn6OYnEmTZqEVq1aYeDAgZgxYwbEYjFOnjzJDyEtOP+zqFiysrLQrVs3ODo6IiUlBevXr4dcLkfnzp0BALNnz0b37t3h4OCATz75BAKBAJGRkbh9+zYWLlxYYmxOTk5o06YNhg8fDqVSiY8//rjYtoMGDcLixYvRq1cvLFmyBDY2Nrhx4wZsbW3RunXrUuMIDQ2FUqlEy5Ytoaenhx9//BFSqbTIYkSE0JxNQgip4RhjkCe+e7KpYyyGrqUUYIDsQWp5hUcIeUsNGzbE2bNncf/+fbRr1w6NGzfG7NmzYWtrCwCwsLBAaGgo9u3bh3r16mHp0qVYuXJlieds06YNxowZgwEDBsDCwgLLly+vsPhDQkLQtGlTdO/eHa1btwZjDMeOHdN4qGZAQADWrl2LjRs3on79+ujevXuhpVP8/PxgY2MDf39//r4Ux9vbGxcvXkRGRgY6d+6MVq1a8UNJv//+e8yYMQMHDhwo8tgOHTrgwYMHGDp0KOrWrYuuXbvi2bNn+PPPP/kCSv7+/jhy5Aj+/PNPNG/eHK1atcKaNWs0TuKGDBmCyMhI9O7du8ShsiKRCH/++ScsLS3RrVs3eHl5YenSpdDR0dEoDhMTE2zbtg0+Pj5o2LAhTp48id9++63YYbukZuNYRdTarkTS0tJgbGyM1NRUGBkZaTscQgipdBQpOXi29Aog4GA3v807VZJNORyDjAtPod/SGqa93csxSlLTvI/f3zk5OYiNjYWzs7PanDhSc2RkZMDOzg4hISFFzlEkhBRN05+f1LNJCCE1HD9fs5b0nZcsEb9ebzMnOuUdoyKEkIqjUqmQmJiIBQsWwMTEpMRhp4SQt0dzNgkhpIYrj/ma+cSuxoAAUCblQPEqB7pm1FtECKl84uPj4ezsjNq1ayM0NLTcquASQtTRJ4sQQmo4eTkmmwKxLkT2Rsh9mIac6GQYtLB553MSQkh5c3JyQjWfSUZIpUDDaAkhpIbLX2NTtxySTeC/qrSyqJRyOR8hhBBCqiZKNgkhpAZjKgYFX4m28ELhb0PsbgoAkMWkgKmo54AQQgipqSjZJISQGkyZKgPLVQE6HHTNy2d+pai2ITixDlRZCsifZpTLOQkhhBBS9VCySQghNZhaJVqd8vmVwOlwELsYA6CqtIQQQkhNRskmIYTUYOVZibYgSf5QWko2CSGEkBqLkk1CCKnB8osDldd8zXzi/CJBcalgcmW5npsQQgghVQMlm4QQUoPJEyumZ1O3lhQ6xiJAwSCLTSvXcxNCtKtjx46YMmWKtsMghFQBlGwSQkgNxVSMH0ZbXsue5OM4DmK3vKG0OdHJ5XpuQggQGBgIjuOwdOlSte1hYWHgOK5Cr33w4EEsWLCgQq9BCKkeKNkkhJAaSpkiA5O/rkRrJi3389N6m4RULIlEgmXLliE5ufy+0MnNzS21jZmZGQwNDcvtmoSQ6ouSTUIIqaH4+ZoWeuB0yr8nROxmknedhEwoM0r/A5YQUjZ+fn6wtrbGkiVLitw/d+5cNGrUSG3b2rVr4eTkxD8PDAxEr169sGjRItja2sLDwwMAsHHjRri7u0MikcDKygqffPIJf8ybw2idnJywePFiBAUFwdDQEA4ODti6davadS9cuIBGjRpBIpGgWbNmfA9sRETEO90DQkjlpqvtAAghhGiHvIKG0ObTMRBBaKMPeUImZNEp0GtkWSHXIaS8MMbAsrO1cm1OKi3z8FcdHR0sXrwYgwcPxqRJk1C7du23uvapU6dgZGSEEydOAACuXr2KSZMmYdeuXWjTpg1evXqFc+fOlXiOVatWYcGCBfj666+xf/9+jB07Fh06dICHhwfS0tLQo0cPdOvWDXv27MHDhw9pzichNQQlm4QQUkNV1LInBYndTSBPyEQOJZukCmDZ2bjXpKlWru1x/Ro4vbJ/Fnv37o1GjRphzpw52L59+1tdW19fH99//z1EIhGAvDmZ+vr66N69OwwNDeHo6IjGjRuXeI5u3bph3LhxAIDp06djzZo1OH36NDw8PLBnzx5wHIdt27ZBIpGgXr16ePLkCUaOHPlW8RJCqg4aRksIITVURVWiLUjyukiQLCoFjLEKuw4hNdmyZcuwY8cO3L17962O9/Ly4hNNAOjcuTMcHR3h4uKCzz77DLt370ZWVlaJ52jYsCH/b47jYG1tjcTERADAvXv30LBhQ0gkEr5NixYt3ipWQkjVQj2bhBBSAzEVg+J1sqlrWXHJpsjJCNDhoEyVQfEyG0KLirsWIe+Kk0rhcf2a1q79ttq3bw9/f3/MmDEDgYGB/HaBQFDoSx65XF7oeH199XV2DQ0Ncf36dZw5cwZ//vknZs+ejblz5+LKlSswMTEpMgahUKj2nOM4qFSqt3tBhJBqg5JNQgipgZTJOXmVaHU56JqXfyXafAKRDsRORpDFpEIWlULJJqnUOI57q6GslcHSpUvRqFEjvsAPAFhYWODZs2dgjPHzQTUtyKOrqws/Pz/4+flhzpw5MDExwf/+9z/06dOnzLF5eHjgxx9/hEwmg1gsBgBcuXKlzOchhFQ9NIyWEEJqoPziQEILPXCCil2TT+yev95mSoVeh5CazMvLC0OGDMH69ev5bR07dsSLFy+wfPlyxMTEYMOGDTh+/Hip5zpy5AjWr1+PiIgIPHz4EDt37oRKpVJLZMti8ODBUKlUGDVqFO7evYs//vgDK1euBIAKXxOUEKJdlGwSQkgNVNGVaAuSvF4CRRaTAqakeZuEVJT58+erDV319PTExo0bsWHDBnh7e+Py5cuYOnVqqecxMTHBwYMH0alTJ3h6emLz5s346aefUL9+/beKy8jICL/99hsiIiLQqFEjfPPNN5g9ezYAqM3jJIRUPxyrxBUblEol5s6dix9//BHPnj2Dra0tAgMDMXPmTI2/CUtLS4OxsTFSU1NhZGRUwRETQkjV8Ornf5EV8QJG/o4w8nWo0GsxFUPCwr+hylLAYqw3xI70s5iU7n38/s7JyUFsbCycnZ0p6XnPdu/ejWHDhiE1NRXSd5ivSgjRDk1/flbqOZvLli3Dpk2bsGPHDtSvXx9Xr17FsGHDYGxsjEmTJmk7PEIIqbL4YbSW+qW0fHecgIPY1QTZt15CFpVMySYhNdDOnTvh4uICOzs7REZGYvr06ejfvz8lmoRUc5U62bxw4QJ69uyJjz76CADg5OSEn376CZcvX9ZyZIQQUnUxFYP8Rd7C9RW57ElBYve8ZDMnOgVGfo7v5ZqEkMrj2bNnmD17Np49ewYbGxv069cPixYt0nZYhJAKVqnnbLZp0wanTp3C/fv3AQCRkZE4f/48unbtWuwxMpkMaWlpag9CCCH/Ub7KARQqQFcAHbP3M3Qwf73N3Ph0qGSK93JNQkjl8dVXXyEuLo4ferdmzRroVdHKv4QQzVXqns3g4GCkpaWhbt260NHRgVKpxKJFizBkyJBij1myZAnmzZv3HqMkhJCq5b8htNIKr0SbT9dMAh1zCZRJOZDFpEJaz/y9XJcQQggh2lOpezZ/+eUX7N69G3v27MH169exY8cOrFy5Ejt27Cj2mBkzZiA1NZV/PHr06D1GTAghlZ88MRMAILSq+PmaBfFVaWkJFEIIIaRGqNQ9m9OmTUNwcDAGDhwIIG8NqYcPH2LJkiUICAgo8hixWMwvGEwIIaSw97nsSUFiN1NkXnqGnOjk93pdQgghhGhHpe7ZzMrKgkCgHqKOjo7aGlKEEELKRsEPo32/yabE1RjgAEViNhSpsvd6bUIIIYS8f5W6Z7NHjx5YtGgRHBwcUL9+fdy4cQOrV69GUFCQtkMjhJAqKa8S7etk8z33bAr0hBDWNoT8UTpk0SnQbWr1Xq9PCCGEkPerUieb3377LWbNmoVx48YhMTERtra2GD16NGbPnq3t0AghpEpSJGUDCgZOKICO6ftfxF7iZpKXbEYlQ5+STUIIIaRaq9TDaA0NDbF27Vo8fPgQ2dnZiImJwcKFCyESibQdGiGEVEn5Q2h1LfXeWyXagsSviwTlRKeAMfber08IyePk5IS1a9eW2IbjOISFhQEA4uLiwHEcIiIiKjy28tCxY0dMmTKlxDahoaEwMTF5L/EQUlNV6mSTEEJI+eKXPXnPQ2jziR2NwAkFUGXI+cSXEFI2gYGB4DgOHMdBJBLBzc0N8+fPh0JRcWvY2tvbIyEhAQ0aNHir40tKVjVJDN+VJsk1IaT8UbJJCCE1iDxRu8kmpyuA2MUYAJATRVVpCXlbXbp0QUJCAqKiovDll19i7ty5WLFiRYVdT0dHB9bW1tDVrdQzsAghlQwlm4QQUoMonuetsan7ntfYLIgfShuVorUYCKnqxGIxrK2t4ejoiLFjx8LPzw+HDx8GUHRPYa9evRAYGKi2LT09HYMGDYK+vj7s7OywYcOGYq9XVM/kP//8g+7du8PIyAiGhoZo164dYmJi3vm1yWQyTJ06FXZ2dtDX10fLli1x5swZfn9SUhIGDRoEOzs76OnpwcvLCz/99FOx5+vYsSMePnyIzz//nO8RLuiPP/6Ap6cnDAwM+CSeEFI+KNkkhJAagikZ5C+yAbz/ZU8KkribAgByY1PBFLSUFak8GGOQy5RaebzrHGapVIrc3NwyHbNixQp4e3vjxo0bCA4OxuTJk3HixAmNjn3y5Anat28PsViM//3vf7h27RqCgoLKZSjvhAkTcPHiRfz888+4efMm+vXrhy5duiAqKgoAkJOTg6ZNm+Lo0aO4ffs2Ro0ahc8++wyXL18u8nwHDx5E7dq1MX/+fCQkJKglk1lZWVi5ciV27dqFv/76C/Hx8Zg6deo7vwZCSB4aC0EIITWEIikbUL6uRGsi1loculZ6EBgIocqQQ/YwDRJXE63FQkhBilwVtk4+q5Vrj1rXAUKxTpmPY4zh1KlT+OOPPzBx4sQyHevj44Pg4GAAQJ06dRAeHo41a9agc+fOpR67YcMGGBsb4+eff4ZQKOTPUZo2bdoUWkM9OzsbjRo1AgDEx8cjJCQE8fHxsLW1BQBMnToVv//+O0JCQrB48WLY2dmpJYQTJ07EH3/8gV9++QUtWrQodE0zMzPo6OjA0NAQ1tbWavvkcjk2b94MV1dXAHmJ7vz580t9HYQQzVCySQghNUR+cSBdK+1Uos3HcRwkbibIingBWXQKJZuEvIUjR47AwMAAcrkcKpUKgwcPxty5c8t0jtatWxd6rmkRnYiICLRr145PNDW1d+9eeHp6qm0bMmQI/+9bt25BqVQWSlxlMhnMzc0BAEqlEosXL8Yvv/yCJ0+eIDc3FzKZDHp6ZR+xoaenxyeaAGBjY4PExMQyn4cQUjRKNgkhpIbIn6+pzSG0+cTupsiKeIGcqGQY+ztpOxxCAAC6IgFGreugtWuXha+vLzZt2gSRSARbW1u1wj0CgaDQsFy5XF4uceaTSqVvdZy9vT3c3NyKPVdGRgZ0dHRw7do16Oio9/QaGBgAyBv+u27dOqxduxZeXl7Q19fHlClTyjyMGEChZJnjOFqWiZByRMkmIYTUEP9VotVecaB8ktdFguRPMqDKkkOgV7beEUIqAsdxbzWUVRv09fULJW35LCws1OYlKpVK3L59G76+vmrt/v7770LP3+x1LE7Dhg2xY8cOyOXyMvdulqRx48ZQKpVITExEu3btimwTHh6Onj174tNPPwUAqFQq3L9/H/Xq1Sv2vCKRCEqlstziJIRohgoEEUJIDVFwGK226RiLoWupBzAgJyZV2+EQUq106tQJR48exdGjR/Hvv/9i7NixSElJKdQuPDwcy5cvx/3797Fhwwbs27cPkydP1ugaEyZMQFpaGgYOHIirV68iKioKu3btwr17994p9jp16mDIkCEYOnQoDh48iNjYWFy+fBlLlizB0aNHAQDu7u44ceIELly4gLt372L06NF4/vx5ied1cnLCX3/9hSdPnuDly5fvFCMhRHOUbBJCSA3AlCooXr6uRFsJkk3gv95NWTStt0lIeQoKCkJAQACGDh2KDh06wMXFpVCvJgB8+eWXuHr1Kho3boyFCxdi9erV8Pf31+ga5ubm+N///oeMjAx06NABTZs2xbZt28qllzMkJARDhw7Fl19+CQ8PD/Tq1QtXrlyBg4MDAGDmzJlo0qQJ/P390bFjR1hbW6NXr14lnnP+/PmIi4uDq6srLCws3jlGQohmOFbNB6anpaXB2NgYqampMDIy0nY4hBCiFfLELDxffQ2cSAe281oXWmdOG7LvJiFpxx3omElg81VzbYdDKpn38fs7JycHsbGxcHZ2hkQiqZBrEEJIdaTpz0/q2SSEkBpA/ro4kK6VXqVINAFA7GIMCDgoX+XkLctCCCGEkGqFkk1CCKkBFK/na1aGSrT5BGJdiBwMAQA50SnaDYYQQggh5Y6STUIIqQHyiwNVlvma+f6bt5mi1TgIIYQQUv4o2SSEkBqgsiabYndTAIAsJgVMVa1LCBBCCCE1DiWbhBBSzTHFf5VodSvBGpsFiWobghPrQJWlgPxphrbDIYQQQkg5omSTEEKqOUVSNqBi4MQ60DEWaTscNZwOB7GrCQAgJypFq7EQQgghpHxRskkIIdVcwSG0laUSbUESdxMAtN4mIYQQUt1QskkIIdVcfrKpW4kq0RYkzi8SFJcGVa5Su8EQQgghpNxQskkIIdWc4vUam8JKNl8zn24tKXSMxYCSITcuTdvhEEIIIaScULJJCCHVXGWtRJuP4ziIXw+lzYmiobSEvA9nzpwBx3FISUl5p/M4OTlh7dq1JbbhOA5hYWEAgLi4OHAch4iIiHKNozgdO3bElClTKuTchJDSUbJJCCHVGFOo8goEAdCtpMkmUHDeZopW4yCkqggMDATHceA4DkKhEM7Ozvjqq6+Qk5Oj7dAKSUhIQNeuXYvc16ZNGyQkJMDY2BgAEBoaChMTkzJfo7ik9eDBg1iwYEGZz0cIKR+62g6AEEJIxVG8zAZUyKtEa1S5KtEWlF+RVp6QCWV6LnQMK2+shFQWXbp0QUhICORyOa5du4aAgABwHIdly5ZpOzQ11tbWxe4TiUQl7n9XZmZmFXZuQkjpqGeTEEKqMTk/X7NyVqLNp2MggtAmb06pLCZFu8EQUkWIxWJYW1vD3t4evXr1gp+fH06cOAEAUKlUWLJkCZydnSGVSuHt7Y39+/cXOse1a9fQrFkz6OnpoU2bNrh37x6/LyYmBj179oSVlRUMDAzQvHlznDx5stA50tPTMWjQIOjr68POzg4bNmxQ219wGO2bCvZInjlzBsOGDUNqairfazt37lwAwK5du9CsWTMYGhrC2toagwcPRmJiIoC8obm+vr4AAFNTU3Ach8DAQACFh9EmJydj6NChMDU1hZ6eHrp27YqoqCh+f37P6h9//AFPT08YGBigS5cuSEhIKPk/gxBSJEo2CSGkGvtvvmblLA5UkNjdFACtt0m0hzEGeU6OVh6MsXeK/fbt27hw4QJEorxRAUuWLMHOnTuxefNm/PPPP/j888/x6aef4uzZs2rHffPNN1i1ahWuXr0KXV1dBAUF8fsyMjLQrVs3nDp1Cjdu3ECXLl3Qo0cPxMfHq51jxYoV8Pb2xo0bNxAcHIzJkyfzSW9ZtGnTBmvXroWRkRESEhKQkJCAqVOnAgDkcjkWLFiAyMhIhIWFIS4ujk8o7e3tceDAAQDAvXv3kJCQgHXr1hV5jcDAQFy9ehWHDx/GxYsXwRhDt27dIJfL+TZZWVlYuXIldu3ahb/++gvx8fF8HISQsqFhtIQQUo3xy55U4vma+STuJsj46zFk0clgjFXqnlhSPSlkMqwP+EQr1560Yz+EEkmZjjly5AgMDAygUCggk8kgEAjw3XffQSaTYfHixTh58iRat24NAHBxccH58+exZcsWdOjQgT/HokWL+OfBwcH46KOPkJOTA4lEAm9vb3h7e/NtFyxYgEOHDuHw4cOYMGECv93HxwfBwcEAgDp16iA8PBxr1qxB586dy/R6RCIRjI2NwXFcoaG1BZNgFxcXrF+/Hs2bN0dGRgYMDAz44bKWlpbFzvmMiorC4cOHER4ejjZt2gAAdu/eDXt7e4SFhaFfv34A8hLbzZs3w9XVFQAwYcIEzJ8/v0yvhRCSp8zJpkwmw6VLl/Dw4UNkZWXBwsICjRs3hrOzc0XERwgh5B0oKnkl2oLETkaALgdlai4UL7IhrKTrghJSWfj6+mLTpk3IzMzEmjVroKuri759++Kff/5BVlZWoWQvNzcXjRs3VtvWsGFD/t82NjYAgMTERDg4OCAjIwNz587F0aNHkZCQAIVCgezs7EI9m/kJbcHnpVWoLatr165h7ty5iIyMRHJyMlQqFQAgPj4e9erV0+gcd+/eha6uLlq2bMlvMzc3h4eHB+7evctv09PT4xNNIO++5A/ZJYSUjcbJZnh4ONatW4fffvsNcrkcxsbGkEqlePXqFWQyGVxcXDBq1CiMGTMGhoaGFRkzIYQQDRSsRFsVkk1OqAOxkzFk0SmQRSVTskneO12xGJN2FJ7X+L6uXVb6+vpwc3MDAPzwww/w9vbG9u3b0aBBAwDA0aNHYWdnp3aM+I3rCIVC/t/5ownyE7mpU6fixIkTWLlyJdzc3CCVSvHJJ58gNze3zLG+i8zMTPj7+8Pf3x+7d++GhYUF4uPj4e/vXyGxFLwnQN59eddhzoTUVBolmx9//DGuX7+OwYMH488//0SzZs0glUr5/Q8ePMC5c+fw008/YfXq1di5c2eZh04QQggpX/IX2QADOIkuBFWkuqvYzQSy6BTkRKfAwMeu9AMIKUccx5V5KGtlIRAI8PXXX+OLL77A/fv3IRaLER8frzZktqzCw8MRGBiI3r17A8ibwxkXF1eo3d9//13ouaen51tdUyQSQalUqm37999/kZSUhKVLl8Le3h4AcPXq1ULHASh0bEGenp5QKBS4dOkSP4w2KSkJ9+7d07h3lBBSNholmx999BEOHDhQ6JuefC4uLnBxcUFAQADu3LlDFbsIIaQSUFSRSrQFSdxMkAZA9iAVTKkCp0N17AjRVL9+/TBt2jRs2bIFU6dOxeeffw6VSoW2bdsiNTUV4eHhMDIyQkBAgEbnc3d3x8GDB9GjRw9wHIdZs2bxvZ4FhYeHY/ny5ejVqxdOnDiBffv24ejRo2/1GpycnJCRkYFTp07B29sbenp6cHBwgEgkwrfffosxY8bg9u3bhdbOdHR0BMdxOHLkCLp16wapVAoDA4NCr6dnz54YOXIktmzZAkNDQwQHB8POzg49e/Z8q3gJISXT6Lf46NGji00031SvXj188MEH7xQUIYSQdyevQvM18wltDSDQ0wWTKZH7KF3b4RBSpejq6mLChAlYvnw5ZsyYgVmzZmHJkiXw9PREly5dcPTo0TLV2Fi9ejVMTU3Rpk0b9OjRA/7+/mjSpEmhdl9++SWuXr2Kxo0bY+HChVi9ejX8/f3f6jW0adMGY8aMwYABA2BhYYHly5fDwsICoaGh2LdvH+rVq4elS5di5cqVasfZ2dlh3rx5CA4OhpWVlVoBo4JCQkLQtGlTdO/eHa1btwZjDMeOHdP471xCSNlwrIyD0BljuHbtGuLi4sBxHJydndG4ceNK+615WloajI2NkZqaCiMjI22HQwgh783LnXeQcycJxj1cYFiFhqQm7bmL7JsvYeTnACM/R22HQ7Tkffz+zsnJQWxsLJydnSGposNnCSFEGzT9+VmmarSnT5/G8OHD8fDhQ36idH7C+cMPP6B9+/bvFjUhhJByo0isej2bACBxM0X2zZfIiUqhZJMQQgipwjSeDBMdHY3u3bvDyckJBw8exN27d3Hnzh3s27cPtWvXRrdu3fDgwYOKjJUQQoiGmLxgJVp9LUdTNmI3EwBA7qM0qHIU2g2GEEIIIW9N457NtWvXolWrVjh16pTa9rp166J3797w8/PDmjVr8O2335Z7kIQQQspG/iILYIBATxcCg6o1F0nXTAJdcwkUSTmQPUiFtJ65tkMihBBCyFvQuGfzzJkzmDJlSpH7OI7DlClTcPr06fKKixBCyDtQvC4OpGtZdSrRFiR2NwUAyKJTtBsIIYQQQt6axslmfHw8vLy8it3foEEDPHz4sFyCIoQQ8m6qYiXagiSvh9LmRCVrNxBCCCGEvDWNk82MjAzo6RX/R4uenh6ysrLKJShCCCHvRs6vsVm15mvmE7uaABygeJENRapM2+EQQggh5C2UqRrtnTt38OzZsyL3vXz5slwCIoQQ8u7kryvR6lbRnk2BVBei2obIfZQOWVQKdJtZaTskQgghhJRRmZLNDz74AEUty8lxHBhjVXJeECGEVDeqXCWUr3IAVN1htEBeVdrcR+nIiU6GPiWbhBBCSJWjcbIZGxtbkXEQQggpJ4oX2f9VotWvWpVoC5K4myD99CPIolPAVAycgL7QJIQQQqoSjedsOjo6avQghBCiXfnzNXWtqmYl2nwiByNwIgFUGXK+4BEhpOqYO3cuGjVqpO0wSBk4OTlh7dq173SOwMBA9OrVq1ziqY5CQ0NhYmLCPy/r5yQuLg4cxyEiIqLcY6sIGiebN2/e1OhBCCFEuxR8JdqqWRwoH6crgNjZGAAgo6q0hPBevHiBsWPHwsHBAWKxGNbW1vD390d4eLi2QysXHTt2LHa5PZInMDAQHMeB4ziIRCK4ublh/vz5UCgUGh3/ZsJTXV25cgU+Pj7Q19eHpaUlPvnkE43vEQA8fvwYIpEIDRo0qLAYp06dilOnTlXY+bVN42G0jRo14udmFofjOCiVynIJjBBCyNup6sueFCR2M0XOvWTkRKfAsH1tbYdDSKXQt29f5ObmYseOHXBxccHz589x6tQpJCUlaTs08h516dIFISEhkMlkOHbsGMaPHw+hUIgZM2ZoO7RKY8CAAahTpw6uXr0KlUqFM2fOlOn40NBQ9O/fH3/99RcuXbqEli1blnuMBgYGMDAwKPfzVhYa92zGxsbiwYMHiI2NLfbx4MGDioyVEEKIBvhKtJZVP9mUuJsAAHJjU8HkKu0GQ6o9xhhUuUqtPEr6Mr+glJQUnDt3DsuWLYOvry8cHR3RokULzJgxAx9//DHfjuM4bNq0CV27doVUKoWLiwv279+vdq5Hjx6hf//+MDExgZmZGXr27Im4uDi1Nt9//z08PT0hkUhQt25dbNy4UW3/48ePMWjQIJiZmUFfXx/NmjXDpUuX1Nrs2rULTk5OMDY2xsCBA5Genl6G/5XCpk+fjjp16kBPTw8uLi6YNWsW5HI5vz9/WGJJ101PT8eQIUOgr68PGxsbrFmzplCPKsdxCAsLU7u2iYkJQkNDNY4FABYuXAhLS0sYGhpixIgRCA4OLjRssrT7XJT8Xm1HR0eMHTsWfn5+OHz4MABg9erV8PLygr6+Puzt7TFu3DhkZGQAAM6cOYNhw4YhNTWV7x2dO3cuf96srCwEBQXB0NAQDg4O2Lp1q9p1b926hU6dOkEqlcLc3ByjRo3iz10UmUyGSZMmwdLSEhKJBG3btsWVK1fU2hw+fBju7u6QSCTw9fXFjh07wHEcUlJSkJmZCSMjo0Lv37CwMOjr65f4fhIIBOjTpw88PT1Rv359jB8/Hrq6mvW1McYQEhKCzz77DIMHD8b27dvV9p85c4aPMV9ERAQ4jlP7HIWGhsLBwQF6enro3bt3oS+F3hxGq1KpMH/+fNSuXRtisRiNGjXC77//XmKsZ8+eRYsWLSAWi2FjY4Pg4GC1HtzS3u/z588vsve2UaNGmDVrVil3qmQa92zSfExCCKn8VLlKKJOrfiXafLpWehAYCqFKl0MWnwaJq4m2QyLVGJOr8HT2Ba1c23Z+G3AinVLb5feChIWFoVWrVhCLxcW2nTVrFpYuXYp169Zh165dGDhwIG7dugVPT0/I5XL4+/ujdevWOHfuHHR1dbFw4UJ06dIFN2/ehEgkwu7duzF79mx89913aNy4MW7cuIGRI0dCX18fAQEByMjIQIcOHWBnZ4fDhw/D2toa169fh0r13xdDMTExCAsLw5EjR5CcnIz+/ftj6dKlWLRo0VvfK0NDQ4SGhsLW1ha3bt3CyJEjYWhoiK+++krj637xxRcIDw/H4cOHYWVlhdmzZ+P69etlnmNaWiy7d+/GokWLsHHjRvj4+ODnn3/GqlWr4OzszJ+jtPusKalUyicyAoEA69evh7OzMx48eIBx48bhq6++wsaNG9GmTRusXbsWs2fPxr179wBArWdt1apVWLBgAb7++mvs378fY8eORYcOHeDh4YHMzEz+fXPlyhUkJiZixIgRmDBhgloSXtBXX32FAwcOYMeOHXB0dMTy5cvh7++P6OhomJmZITY2Fp988gkmT56MESNG4MaNG5g6dSp/vL6+PgYOHIiQkBB88skn/Pb854aGhsXek549e2LhwoX48MMP4eTkpPG9BIDTp08jKysLfn5+sLOzQ5s2bbBmzRro62s+ReXSpUsYPnw4lixZgl69euH333/HnDlzSjxm3bp1WLVqFbZs2YLGjRvjhx9+wMcff4x//vkH7u7uhdo/efIE3bp1Q2BgIHbu3Il///0XI0eOhEQi4b9EKO39HhQUhHnz5uHKlSto3rw5AODGjRu4efMmDh48qPHrLRKr5lJTUxkAlpqaqu1QCCGkwskepbFH0/9iT+Zf1HYo5Sbp53/Zo+l/sZTjsdoOhbxH7+P3d3Z2Nrtz5w7Lzs5mjDGmlCnYo+l/aeWhlCk0jnv//v3M1NSUSSQS1qZNGzZjxgwWGRmp1gYAGzNmjNq2li1bsrFjxzLGGNu1axfz8PBgKpWK3y+TyZhUKmV//PEHY4wxV1dXtmfPHrVzLFiwgLVu3ZoxxtiWLVuYoaEhS0pKKjLOOXPmMD09PZaWlsZvmzZtGmvZsmWJr69Dhw5s8uTJJbYpaMWKFaxp06YaXzctLY0JhUK2b98+fn9KSgrT09NTuy4AdujQIbVrGRsbs5CQEI1jadmyJRs/frxaGx8fH+bt7c0/L+0+FyUgIID17NmTMcaYSqViJ06cYGKxmE2dOrXI9vv27WPm5ub885CQEGZsbFyonaOjI/v000/55yqVillaWrJNmzYxxhjbunUrMzU1ZRkZGXybo0ePMoFAwJ49e1YotoyMDCYUCtnu3bv59rm5uczW1pYtX76cMcbY9OnTWYMGDdTi+OabbxgAlpyczBhj7NKlS0xHR4c9ffqUMcbY8+fPma6uLjtz5kyx9yg0NJSZmZmxJUuWMAcHB/bPP//w+1auXMnq169f7LGMMTZ48GA2ZcoU/rm3t7fa//3p06fVYmSMsRs3bjAALDY2ljHG2KBBg1i3bt3UzjtgwAC1ez9nzhy194OtrS1btGiR2jHNmzdn48aNY4wxFhsbywCwGzduMMYY+/rrrwt9ljds2MAMDAyYUqnU+P3etWtX/ucDY4xNnDiRdezYsdj78+bPz+KUaZ1NQgghlVt1mq+ZT+xmgqwbiciJToYxnLQdDqnGOKEAtvPbaO3amurbty8++ugjnDt3Dn///TeOHz+O5cuX4/vvv0dgYCDfrnXr1mrHtW7dmq9gGRkZiejo6EK9Qjk5OYiJiUFmZiZiYmIwfPhwjBw5kt+vUChgbJxXuCsiIgKNGzeGmZlZsbE6OTmpXcPGxgaJiYkA8nr0Ro8eze87fvw42rVrV+rr37t3L9avX4+YmBhkZGRAoVDAyMhI4+s+ePAAcrkcLVq04PcbGxvDw8Oj1GuXNZZ79+5h3Lhxase0aNEC//vf/wBAo/tcnCNHjsDAwAByuRwqlQqDBw/me7JOnjyJJUuW4N9//0VaWhoUCgVycnKQlZUFPb2Sfz80bNiQ/zfHcbC2tubv3d27d+Ht7a3Wu+fj4wOVSoV79+7Bykp9TeSYmBjI5XL4+Pjw24RCIVq0aIG7d+/y9yi/N63gPXrzef369bFjxw4EBwfjxx9/hKOjI9q3b1/ka1CpVAgODsaCBQswbtw4WFhYoH379jhy5AhatWqFW7dulfheS0lJwcGDB3H+/Hl+26effort27erfcZKc/fuXfTu3VttW+vWrYsdFpuWloanT5+q3S8g7x5HRkYWe43WrVurVZ/38fFBRkYGHj9+jOTkZI3e7yNHjkRQUBBWr14NgUCAPXv2YM2aNRq/1uJQskkIIdUIP1+zGiWb+fM25U8yoMqSQ6BXddcOJZUbx3EaDWWtDCQSCTp37ozOnTtj1qxZGDFiBObMmaPxH8IZGRlo2rQpdu/eXWifhYUFPwdv27ZthYqi6Ojk3SOpVFrqdYRC9c8rx3H8MNuPP/5Y7dx2dnalnu/ixYsYMmQI5s2bB39/fxgbG/NDUzW9rqaKKoxZcD6mprGURJP7XBxfX19s2rQJIpEItra2/FzEuLg4dO/eHWPHjsWiRYtgZmaG8+fPY/jw4cjNzS012SyPe1cRRowYgQ0bNiA4OBghISEYNmxYsct7JSYm4tmzZ2jcuDEAYPjw4UhPT4efnx++//57HDhwoMQKsHv27EFOTo7a/wljDCqVCvfv30edOnUgEAj47fnenK9blfTo0QNisRiHDh2CSCSCXC5XG7b8tjT/Go0QQkilp6iGPZs6RuK85JkBOTEp2g6HkEqpXr16yMzMVNv2999/F3ru6ekJAGjSpAmioqJgaWkJNzc3tYexsTGsrKxga2uLBw8eFNqfP9+wYcOGiIiIwKtXr94qZkNDQ7XzapK8XrhwAY6Ojvjmm2/QrFkzuLu74+HDh2W6rouLC4RCoVqRmtTUVNy/f1+tnYWFBRISEvjnUVFRyMr6b81fTWLx8PAoVAyn4HNN7nNx9PX14ebmBgcHB7WiN9euXYNKpcKqVavQqlUr1KlTB0+fPlU7ViQSvdUKEp6enoiMjFR7r4WHh0MgEBTZM+zq6gqRSKS2LI9cLseVK1dQr149AHn36OrVq2rHvXnPgLyexYcPH2L9+vW4c+dOifNZTU1NIZVK8ddff/HbpkyZgunTp2PQoEHo1KlTod7TgrZv344vv/wSERER/CMyMhLt2rXDDz/8ACDv/QFA7T3y5tqXnp6ehQpmvfm5LMjIyAi2traFljEKDw/n79ebPD09cfHiRbWkNzw8HIaGhqhdu7bG73ddXV0EBAQgJCQEISEhGDhwoEafydK8c8/m2bNnkZmZidatW8PU1PSdAyKEEPL25M/z/gAQWlbtNTbfJHEzQcbzLMiiUqDnZaHtcAjRmqSkJPTr1w9BQUFo2LAhDA0NcfXqVSxfvhw9e/ZUa7tv3z40a9YMbdu2xe7du3H58mW+ouaQIUOwYsUK9OzZk698+fDhQxw8eBBfffUVateujXnz5mHSpEkwNjZGly5dIJPJcPXqVSQnJ+OLL77AoEGDsHjxYvTq1QtLliyBjY0Nbty4AVtb20JDeMvqxYsXhf5wt7Gxgbu7O+Lj4/Hzzz+jefPmOHr0KA4dOlSmcxsaGiIgIADTpk2DmZkZLC0tMWfOHAgEArWesk6dOuG7775D69atoVQqMX36dLVeP01imThxIkaOHIlmzZqhTZs22Lt3L27evAkXFxe+TWn3uazc3Nwgl8vx7bffokePHggPD8fmzZvV2jg5OSEjIwOnTp2Ct7c39PT0Su3xBPLeN3PmzEFAQADmzp2LFy9eYOLEifjss88KDaEF8hLisWPH8vfawcEBy5cvR1ZWFoYPHw4AGD16NFavXo3p06dj+PDhiIiI4IsNFfz/MDU1RZ8+fTBt2jR8+OGHqF27+OWwxGIxJk+ejHnz5kFPTw9dunTBs2fPEBERAX19fZw7dw737t0rMkGOiIjA9evXsXv3btStW1dt36BBgzB//nwsXLgQbm5usLe3x9y5c7Fo0SLcv3+/UK/2pEmT4OPjg5UrV6Jnz574448/Sq0sO23aNMyZMweurq5o1KgRQkJCEBERUeQoBAAYN24c1q5di4kTJ2LChAm4d+8e5syZgy+++AICgUDj9zuQ13uc/4VUua3bW+KMzgKWLl3KZs6cyT9XqVTM39+fcRzHOI5jVlZW7Pbt25qe7r2hAkGEkJpCmfNfcRNFRq62wylXWXeT2KPpf7Gnyy5rOxTynmijQFBVkJOTw4KDg1mTJk2YsbEx09PTYx4eHmzmzJksKyuLbweAbdiwgXXu3JmJxWLm5OTE9u7dq3auhIQENnToUFarVi0mFouZi4sLGzlypNo93717N2vUqBETiUTM1NSUtW/fnh08eJDfHxcXx/r27cuMjIyYnp4ea9asGbt06RJjrHDhE8YYW7NmDXN0dCzxNXbo0IEBKPRYsGABYyyv2I+5uTkzMDBgAwYMYGvWrCmx4EpR101LS2ODBw9menp6zNramq1evZq1aNGCBQcH822ePHnCPvzwQ6avr8/c3d3ZsWPHChUIKi0WxhibP38+q1WrFjMwMGBBQUFs0qRJrFWrVmptSrvPbypYhKcoq1evZjY2NkwqlTJ/f3+2c+fOQsVsxowZw8zNzRkANmfOHMZYXoGgNWvWqJ3L29ub388YYzdv3mS+vr5MIpEwMzMzNnLkSJaenl5sbNnZ2WzixIn8+8zHx4ddvqz+s/zXX39lbm5uTCwWs44dO7JNmzYxAIU+m6dOnWIA2C+//FLsa8+nVCrZ5s2bWYMGDZhEImG1a9dmkydPZi9evGD+/v7M1dWVvXjxotBxEyZMYPXq1SvynAkJCUwgELBff/2VMcbY+fPnmZeXF5NIJKxdu3Zs3759agWCGGNs+/btrHbt2kwqlbIePXqwlStXlvh+VSqVbO7cuczOzo4JhULm7e3Njh8/zu9/s0AQY4ydOXOGNW/enIlEImZtbc2mT5/O5HI5v1+T93u+du3alVo8iTHNf35yjGm2sFOTJk0wffp0DBgwAEDet2UBAQE4ceIEPD09MXToUOjp6eGXX34pnyy4nKSlpcHY2BipqamFJo8TQkh1kvsoHYkbIiAwEMJ2Zitth1OuVDIlns67CKgYrKc1g675uw/tIZXb+/j9nZOTg9jYWDg7O0MikVTINbSF4zgcOnQIvXr10nYoVUJmZibs7OywatUqvsetonTu3BnW1tbYtWtXhV6nKlu0aBE2b96MR48eqW3ftWsXPv/8czx9+hQikUhL0VV9xb3fGWNwd3fHuHHjSu1V1/Tnp8bDaGNjY9WqUx07dgyffPIJXy1p5syZ6Nevn6anI4QQUs6qYyXafAKxDkQOhsiNS0NOdAoMKNkkhLyDGzdu4N9//0WLFi2QmpqK+fPnA0ChocjvKisrC5s3b4a/vz90dHTw008/4eTJkzhx4kS5Xqeq27hxI5o3bw5zc3OEh4djxYoVmDBhAr8/KysLCQkJWLp0KUaPHk2JZhlp8n5/8eIFfv75Zzx79gzDhg0rt2trnGwqFAq1hYMvXryIKVOm8M9tbW3x8uXLcguMEEJI2cgTX8/XtKpe8zXzSdxNkRuXBllUMgxa2mg7HEJIFbdy5Urcu3cPIpEITZs2xblz51CrVq1yvQbHcTh27BgWLVqEnJwceHh44MCBA/Dz8yvX61R1UVFRWLhwIV69egUHBwd8+eWXmDFjBr9/+fLlWLRoEdq3b6+2nWiutPe7paUlatWqha1bt5ZrHR6Nh9E2atQIU6ZMQWBgIOLj4+Hk5ITbt2/zlZEuXLiA/v374/Hjx+UWXHmgYbSEkJriZcht5NxLhklvt2qZjMni0/BiYyQ4qS5sZ7UCJyi65D2pHmgYLSGEVF6a/vzUeOmT8ePHY8KECRg+fDi6du2K1q1bq5Xg/d///sevZVOenjx5gk8//RTm5uaQSqXw8vIqVB6ZEEJI9R5GCwAiO0NwEh2wbAXkTzK0HQ4hhBBCSqHxMNqRI0dCR0cHv/32G9q3b485c+ao7X/69CmCgoLKNbjk5GT4+PjA19cXx48fh4WFBaKiomiJFUIIeYNKpoAyRQYAEFpWz2ST0+EgdjFBzp0k5EQnQ2RvqO2QCCGEEFKCMq2zGRQUVGxCuXHjxnIJqKBly5bB3t4eISEh/LbSFrglhJCaKL9XU2AohEBPWErrqkvinpdsyqJSAF8HbYdDCCGEkBKUKdkE8oa1HjhwAPfv3wcAeHh4oE+fPrCzsyv34A4fPgx/f3/069cPZ8+ehZ2dHcaNG4eRI0cWe4xMJoNMJuOfp6WllXtchBBS2Sj4IbTVszhQPrF73sgW2cM0qHKVEIh0tBwRIYQQQoqj8ZxNIK/30tXVFVOmTMGPP/6IH3/8EZMnT4arq2uF9Gw+ePAAmzZtgru7O/744w+MHTsWkyZNwo4dO4o9ZsmSJTA2NuYf9vb25R4XIYRUNvx8zWo6hDafrrkEOiZiQMmQG5uq7XAIIYQQUgKNk82jR49i0qRJmDBhAp48eYKUlBSkpKTgyZMnGDduHCZPnoxjx46Va3AqlQpNmjTB4sWL0bhxY4waNQojR47E5s2biz1mxowZSE1N5R9vLgZLCCHVkTwxL9nUrabFgfJxHAexmwkAICcqRauxEFKVnTlzBhzHISUlRduhVBqhoaEwMTHRdhiEVCsaJ5srVqxAcHAwVq5cCRub/0rq29jYYPXq1Zg+fTqWL19ersHZ2NioVbwFAE9PT8THxxd7jFgshpGRkdqDEEKqO8Xz/DU2q3eyCeSttwkAsugU7QZCiJa8ePECY8eOhYODA8RiMaytreHv74/w8PD3FkNVTVZ/+ukn6OjoYPz48doOhZAaQeNk8/r16/jss8+K3f/ZZ5/h+vXr5RJUPh8fH9y7d09t2/379+Ho6Fiu1yGEkKpMlaOAMjUXQPWfswkAYldjAID8WSaU6blajoaQ969v3764ceMGduzYgfv37+Pw4cPo2LEjkpKStB1apbd9+3Z89dVX+Omnn5CTk6PtcAip9jRONpVKJYTC4iscCoVCKJXKcgkq3+eff46///4bixcvRnR0NPbs2YOtW7fSt1GEEFJA/hBagZEIAmmZ675VOToGIght85Jq6t0kNU1KSgrOnTuHZcuWwdfXF46OjmjRogVmzJiBjz/+GAAQFxcHjuMQERGhdhzHcThz5oza+cLDw9GwYUNIJBK0atUKt2/f5vc9fPgQPXr0gKmpKfT19VG/fn0cO3YMcXFx8PX1BQCYmpqC4zgEBgYCAH7//Xe0bdsWJiYmMDc3R/fu3RETE8OfMz+2gwcPwtfXF3p6evD29sbFixcLxdWxY0fo6enB1NQU/v7+SE5OBpA3zWrJkiVwdnaGVCqFt7c39u/fX+q9i42NxYULFxAcHIw6derg4MGDRbYLCwuDu7s7JBIJ/P391aZkBQYGolevXmrtp0yZgo4dO/LP9+/fDy8vL0ilUpibm8PPzw+ZmZn8/u+//x6enp6QSCSoW7duhdQ9IaSy0DjZrF+/Pn799ddi94eFhaF+/frlElS+5s2b49ChQ/jpp5/QoEEDLFiwAGvXrsWQIUPK9TqEEFKV/VeJtvoPoc2XX5U2h5JNUo4YY8jNzdXKgzGmUYwGBgYwMDBAWFiYWvX9tzVt2jSsWrUKV65cgYWFBXr06AG5XA4AGD9+PGQyGf766y/cunULy5Ytg4GBAezt7XHgwAEAwL1795CQkIB169YBADIzM/HFF1/g6tWrOHXqFAQCAXr37g2VSqV23W+++QZTp05FREQE6tSpg0GDBkGhUAAAIiIi8MEHH6BevXq4ePEizp8/jx49evCdGkuWLMHOnTuxefNm/PPPP/j888/x6aef4uzZsyW+1pCQEHz00UcwNjbGp59+iu3btxdqk5WVhUWLFmHnzp0IDw9HSkoKBg4cqPH9TEhIwKBBgxAUFIS7d+/izJkz6NOnD///u3v3bsyePRuLFi3C3bt3sXjxYsyaNavE4peEVGUafwU+fvx4jB07FmKxGKNGjYKubt6hCoUCW7ZswcyZMyvkm5nu3buje/fu5X5eQgipLmpKJdqCJG4myDj7GLKoZDDGwHGctkMi1YBcLsfixYu1cu2vv/4aIpGo1Ha6uroIDQ3lCyY2adIEHTp0wMCBA9GwYcMyX3fOnDno3LkzAGDHjh2oXbs2Dh06hP79+yM+Ph59+/aFl5cXAMDFxYU/zszMDABgaWmpVlSnb9++auf/4YcfYGFhgTt37qBBgwb89qlTp+Kjjz4CAMybNw/169dHdHQ06tati+XLl6NZs2Zqf1fmd2jIZDIsXrwYJ0+eROvWrfm4zp8/jy1btqBDhw5Fvk6VSoXQ0FB8++23AICBAwfiyy+/RGxsrNoa7nK5HN999x1atmzJ3xNPT09cvnwZLVq0KPV+JiQkQKFQoE+fPvy0r/z7B+Td71WrVqFPnz4A8taPv3PnDrZs2YKAgIBSz09IVaNxz2ZAQADGjRuHCRMmwNzcHE2aNEHjxo1hbm6OSZMmYfTo0fwQCkIIIe+PnC8OVP3na+YTOxkBuhyUablQvMjWdjiEvFd9+/bF06dPcfjwYXTp0gVnzpxBkyZNEBoaWuZz5SdsQF4C6eHhgbt37wIAJk2ahIULF8LHxwdz5szBzZs3Sz1fVFQUBg0aBBcXFxgZGcHJyQkAChV3LJgY5xeeTExMBPBfz2ZRoqOjkZWVhc6dO/O9vAYGBti5c6facN03nThxApmZmejWrRsAoFatWujcuTN++OEHtXa6urpo3rw5/7xu3bowMTHh70lpvL298cEHH8DLywv9+vXDtm3b+OG/mZmZiImJwfDhw9ViX7hwYYmxE1KVlWlyz8qVK/HJJ5/gp59+QlRUFADw36a1atWqQgIkhBBSsvxhtNV92ZOCOKEOxE7GkEWnICcquUb16pKKIxQK8fXXX2vt2mUhkUjQuXNndO7cGbNmzcKIESMwZ84cBAYGQiDI60soODQ3f2hsWYwYMQL+/v44evQo/vzzTyxZsgSrVq3CxIkTiz2mR48ecHR0xLZt22BrawuVSoUGDRogN1e9mFfB15s/MiF/qK1UKi32/BkZGQDyluSzs7NT2ycWi4s9bvv27Xj16pXauVUqFW7evIl58+bx96w0AoGg0JDngvdWR0cHJ06cwIULF/Dnn3/i22+/xTfffINLly5BTy/v59S2bdv4ntOCxxFSHZW5kkSrVq0osSSEkEpCla2AMi2/Em3NSrgk7iaQRadAFp0CQx+70g8gpBQcx2k0lLUyqlevHsLCwgAAFhYWAPKGdDZu3BgA1IoFFfT333/DwcEBAJCcnIz79+/D09OT329vb48xY8ZgzJgxmDFjBrZt24aJEyfy96lgccikpCTcu3cP27ZtQ7t27QAA58+fL/NradiwIU6dOoV58+YV+TrFYjHi4+OLHTL7pqSkJPz666/4+eef1eqLKJVKtG3bFn/++Se6dOkCIG962NWrV/khs/fu3UNKSgp/TywsLNSKKAF59/bN5NnHxwc+Pj6YPXs2HB0dcejQIXzxxRewtbXFgwcPqP4IqTE0TjYdHR3RqVMn+Pr6wtfXF/b29hUZFyGEEA3kV6LVMRZBIKn+lWgLEruZAoiD7EEqmFIFTkfjmSGEVFlJSUno168fgoKC0LBhQxgaGuLq1atYvnw5evbsCSCvZ7BVq1ZYunQpnJ2dkZiYiJkzZxZ5vvnz58Pc3BxWVlb45ptvUKtWLb7a6pQpU9C1a1fUqVMHycnJOH36NJ90OTo6guM4HDlyBN26dYNUKoWpqSnMzc2xdetW2NjYID4+HsHBwWV+jTNmzICXlxfGjRuHMWPGQCQS4fTp0+jXrx9q1aqFqVOn4vPPP4dKpULbtm2RmpqK8PBwGBkZFTnvcdeuXTA3N0f//v0Lze/u1q0btm/fziebQqEQEydOxPr166Grq4sJEyagVatWfPLZqVMnrFixAjt37kTr1q3x448/4vbt23xSf+nSJZw6dQoffvghLC0tcenSJbx48YK/b/PmzcOkSZNgbGyMLl26QCaT4erVq0hOTsYXX3xR5ntFSKXHNDRnzhzWoUMHJpFImEAgYK6urmzEiBFsz549LCEhQdPTvHepqakMAEtNTdV2KIQQUu7SLz1lj6b/xRK339J2KO+dSqliT+ZfYI+m/8VyYlO0HQ4pZ+/j93d2dja7c+cOy87OrrBrlLecnBwWHBzMmjRpwoyNjZmenh7z8PBgM2fOZFlZWXy7O3fusNatWzOpVMoaNWrE/vzzTwaAnT59mjHG2OnTpxkA9ttvv7H69eszkUjEWrRowSIjI/lzTJgwgbm6ujKxWMwsLCzYZ599xl6+fMnvnz9/PrO2tmYcx7GAgADGGGMnTpxgnp6eTCwWs4YNG7IzZ84wAOzQoUOMMcZiY2MZAHbjxg3+PMnJyWqxMcbYmTNnWJs2bZhYLGYmJibM39+fJScnM8YYU6lUbO3atczDw4MJhUJmYWHB/P392dmzZ4u8Z15eXmzcuHFF7tu7dy8TiUTsxYsXLCQkhBkbG7MDBw4wFxcXJhaLmZ+fH3v48KHaMbNnz2ZWVlbM2NiYff7552zChAmsQ4cO/H339/dnFhYWTCwWszp16rBvv/1W7fjdu3ezRo0aMZFIxExNTVn79u3ZwYMHi4yPkMpK05+fHGMa1tp+TSaTITw8HGfPnsWZM2dw6dIlyOVy1KlTB506dcKGDRvKPSF+F2lpaTA2NkZqaiqMjIy0HQ4hhJSrlN9ikBH+FAZt7WDS3aX0A6qZpD13kX3zJQw/cIBxZ0dth0PK0fv4/Z2Tk8NXI5VIJBVyDUIIqY40/flZ5jFHYrEYnTp1wrx583D27FkkJCRgxowZePr0KTZv3vxOQRNCCCkbeQ1cY7Mgyev1NmW03iYhhBBS6ZR5gk9ubi4uXryIM2fO8D2bdnZ2+OSTTzSeqE0IIaR8yGtgJdqCxG4mAIDcR2lQ5Shq3LxVQgghpDLT+Lfy/Pnz+eTS0dER7du3x6hRo7B7927Y2tpWZIyEEEKKoMqSQ5VeMyvR5tM1lUC3lhSKl9mQxaRCWt9c2yERQggh5DWNk825c+fCwcEBq1atQr9+/WBuTr/QCSFEm/hKtCZiCMQ1t0dP7GYCxcts5EQnU7JJCCGEVCIaz9k8fvw4Bg4ciNDQUNja2sLLywsTJ07E/v378eLFi4qMkRBCSBH4IbSWNbNXM5/k9VBamrdJCCGEVC4aJ5v+/v5YunQp/v77b7x8+RLLli2Dnp4eli9fjtq1a6N+/fqYMGFCRcZKCCGkAEUNLw6UT+xqAnCA4kU2FCkybYdDqqAyFuYnhJAaT9Ofm2+1ArahoSG6deuGxYsXY926dfjiiy/w+PFjbNq06W1ORwgh5C3In2cCoGRTINWFyN4QACCLTtZyNKQq0dHRAZBX/JAQQojmsrJef+EtFJbYrkyTfFQqFa5evYrTp0/jzJkzCA8PR2ZmJmrXro3evXvD19f37SMmhBBSJv8te6Kv5Ui0T+xmgtz4dOREpUC/mbW2wyFVhK6uLvT09PDixQsIhUIIBG/1HTwhhNQYjDFkZWUhMTERJiYm/Jd2xdE42ezatSsuXLiA9PR02NrawtfXF2vWrIGvry9cXGreQuKEEKJNykw5VBlyADRnEwAkbqZI/98jyKJTwFQMnIDTdkikCuA4DjY2NoiNjcXDhw+1HQ4hhFQZJiYmsLYu/ctdjZNNExMTrFixAr6+vnB3d3+n4AghhLwbhVol2pK/VawJRA6G4EQCqDLlkD/LhMjWQNshkSpCJBLB3d2dhtISQoiGhEJhqT2a+TRONn/66ae3DogQQkj5klNxIDWcrgBiFxPk/PsKsugUSjZJmQgEAkgkEm2HQQgh1Q5NTiCEkCoovziQLs3X5IlfL4GSE0VFggghhJDKgJJNQgipgmjZk8Ik7iYAAFlsGphcpd1gCCGEEELJJiGEVEXyREo236RrqQeBoQhQqCB7mKbtcAghhJAaj5JNQgipYqgSbdE4joPk9VBaWm+TEEII0b63SjZjYmIwc+ZMDBo0CImJiQCA48eP459//inX4AghhBSmeD1fU8dMAoGIKtEWJH49lDYnKkWrcRBCCCHkLZLNs2fPwsvLC5cuXcLBgweRkZEBAIiMjMScOXPKPUBCCCHq+Eq01KtZiMTNFACgTJVBmSXXcjSEEEJIzVbmZDM4OBgLFy7EiRMnIBKJ+O2dOnXC33//Xa7BEVIVqXKVYAoVlBm5YAoVVLlKbYdEqhla9qR4OkYi1BrRANZfNQcUKvoMEkIIIVqk8Tqb+W7duoU9e/YU2m5paYmXL1+WS1CEVFVMrkL62UfIuJAAlq0AJ9WFQRtbGHW0ByekKdKkfOQnm7qUbBbC5CrIHqQiafe/9BkkhBBCtKzMv3lNTEyQkJBQaPuNGzdgZ2dXLkERUhWpcpVIOxOP9FOPwLIVAACWrUD6qXiknXlEvSuk3CgS8+ZsCmmNTTX8Z/B/9BkkhBBCKoMyJ5sDBw7E9OnT8ezZM3AcB5VKhfDwcEydOhVDhw6tiBgJqRI4AYeMC4W/iAGAjAtPwQm49xwRqY6UGblQZSoADtC1kGo7nEqFPoOEEEJI5VLmZHPx4sWoW7cu7O3tkZGRgXr16qF9+/Zo06YNZs6cWRExElIlqHIUfG/Km1i2Aqoc6lUh7y5/CC1Voi2MPoOEEEJI5VLmOZsikQjbtm3DrFmzcPv2bWRkZKBx48Zwd3eviPgIqTIEEl1wUt0i/9jlpLoQSCgxIO9OQZVoi0WfQUIIIaRyKXOymc/BwQEODg7lGQshVRpTMRi0sUX6qfhC+wza2IKpGGgQH3lX8uf58zUp2XxTiZ/B1jbIuf8KyrRc6Le0AcfRp5EQQgipaGVONoOCgkrc/8MPP7x1MIRUZQKRDgzb1wYYQ8ZFqkZLKsZ/lWipONCbBCIdGHW0B5A3R7PgZ9DQxxaJmyKheJEN2YNUmPZxh0Dy1t+3EkIIIUQDZf5Nm5ycrPZcLpfj9u3bSElJQadOncotMEKqovRzjyCyM4Dt1y2gzJBDoC+EMj2XEk1SLhhjUCTSMNqScEIBDDvUhpGvPVQ5SggkOnmjCoQC6LewRurxOGTffIncxxkwH1wXotqG2g6ZEEIIqbbKnGweOnSo0DaVSoWxY8fC1dW1XIIipKrKuvEC6ScfwXxYfSiSspF+6hFEjkaoNbSetkMj1YAqQw5VVl4lWqElVaItTn7hJB2DvC958gfMGrarDZGjEV7t+RfKVzlI3BQJk27O0G9jS8NqCSGEkApQLt0tAoEAX3zxBdasWVMepyOkSlK8yoEyKQcQAGJHI0hcTKDKlCPn3iuocoqukElIWfBDaM0k4IRU7OZtiB2MYDWpMST1zQElQ8pvD5D0412osuTaDo0QQgipdsptbF9MTAwUCvqDmtRcOdF5Q8xF9kYQSHSha6UHXUspoGTIvvtKy9GR6kDxujgQzdd8NwI9Icw/9YRJDxdAh0POP0l4vv4GZPFp2g6NEEIIqVbKPIz2iy++UHvOGENCQgKOHj2KgICAcguMkKpGFpUCAJC4mwAAOI6D1MsC6afikX3zBfQbW2ovOFItyPPna1Il2nfGcRwMfOwgcjRC0uthtS8234RxFycYtLOjYbWEEEJIOShzsnnjxg215wKBABYWFli1alWplWoJqa6YikEWkwIAELub8tv1GtZC+ql45NxPhipbAYGUql+St5c/jJaSzfIjqm0Iq0mNkXwwCtk3XyL1WGxetdp+daCjL9R2eIQQQkiVVua/fE+fPl0RcRBSpcmfZkCVpQAn1oGotgG/XWilD11LPSgSs5B9Jwn6Ta20GCWpyhhj/83ZpEq05Uog0YXZoLrIdHmGlCMxyPn3FRLX34DZIA+InYy1HR4hhBBSZdF6DISUg5zoFACA2MUYnI76x0qvYS0AQPatl+87LFKNqNLlYNmvK9FaULJZ3jiOg0ErG1iOawTdWlIoU2V4sfUm0s48AlMxbYdHCCGEVEll7tls3LixxnNZrl+/XuaACKmKZFF5xYEkBYbQ5pN61ULayXjkRNFQWvL25PnFgcyltG5rBRLZGsByYiMkH4pGdsQLpP0eB9mDVJj1rwMdA5G2wyOEEEKqlDL/xdKlSxfExMRALBajY8eO6NixIyQSCWJiYvDhhx+iZ8+e/IOQmkCVq4QsLq+KpdjNpNB+oZU+dK308qrS3kl6z9GR6oIfQkvzNSucQKwLswEeMO3rDk4ogOx+cl612gcp2g6NEEIIqVLK3MXy4sULTJo0CQsWLFDbPmfOHDx69Ag//PBDuQVHSFWQG5cGKBl0jEXQtZAW2UavoQXSTjzMq0pL8zbJW1BQJdr3iuM46De3hsjeEEl77kKRmI0X227ByM8Rhr724ARUrZYQQggpTZl7Nvft24ehQ4cW2v7pp5/iwIED5RIUIVVJ/vqaYjfTYoeYS73y5m3mRKXQ4vHkrVAlWu0QWuvDckJj6DW1AhiQduIhXv5wG8r0XG2HRgghhFR6ZU42pVIpwsPDC20PDw+HRCIpl6AIqUreXF+zKEJLPQit9QEVDaUlZZdXiTZvzqbQSl/L0dQ8ApEOzPrVgWm/OnnDaqNT8Hzddf6LJkIIIYQUrczDaKdMmYKxY8fi+vXraNGiBQDg0qVL+OGHHzBr1qxyD5CQykyZkQt5Ql4SUNR8zYKkDWtB/iwTWTdfQr+Z9XuIjlQXqrRcsBwlIAB0axU9VJtUPP2mVnnDanffheJ5Fl5uvw1DX3sY+TnSsFpCCCGkCGVONoODg+Hi4oJ169bhxx9/BAB4enoiJCQE/fv3L/cACanMZK+XPBHa6JdaqVLqVQtpfz6ELDoFykw5LRhPNMYXBzKXgtOlSrTaJLTUg9WERkj57QEyLz9D+v8eQRabBvNBHtAxEms7PEIIIaRSeas1GPr370+JJSHIm4MJAOIShtDmE1roQWijD3lCJnLuJEG/OfVuEs3w8zUtab5mZcAJdWDaxx1iF2MkH4xGbmwqnq+7DrMBdSGpU3j5I0IIIaSmoq/ICXlLjDG+Z1PiptkfmNKGeYWCsm69rKiwSDXEr7FJxYEqFb1GlrCc2AhCG32oMhV4+cNtpP4eC6Zk2g6NEEIIqRQ0SjbNzMzw8mXeH8empqYwMzMr9kFITaF4mQ1lqgzQ4SByMtLoGKmXBQBAFp0MZSZVpSWa+W/ZEyoOVNkILfRgOa4R9FvZAADSzzzGi603oUiRaTkyQgghRPs0Gka7Zs0aGBoaAgDWrl1bkfEQUmXkV6EVOxlBINLR6BhhLSmEtvqQP81Ezj9J0G9BQ2lJyfIq0dKyJ5UZJxTAtJdb3rDaA1HIfZiGxPXXYdrfA9K69CUsIYSQmkujZDMgIKDIfxNSk+W8HkIr1nAIbT5pQwvIn2Yi69YLSjZJqZRpuWAyJSDgqBJtJafX0AIiOwMk7fkX8icZSAr9Bwbt7GDs70SFnQghhNRIb1UgSKVSITo6GomJiVCpVGr72rdvXy6BEVKZMSWDLCYFQMnraxZFz6sW0n6PgywmBcqM3FKr2JKaTZFfibaWhBKWKkDXXArLsd5IPRaLjAtPkXHuCXLj0mA2qC50zWgtakIIITVLmZPNv//+G4MHD8bDhw/BmHoRBI7joFQqyy04Qiqr3MfpYDIlBHq6ENoalOlYXXMphHYGkD/JQPY/STBoaVNBUZLqIL84EM3XrDo4XQFMPnaF2NUYr/ZFIfdROp6vvwGzfu6Q1q+l7fAIIYSQ96bMX5OPGTMGzZo1w+3bt/Hq1SskJyfzj1evXlVEjIRUOrKoZACA2NXkrRZz13tdlTabqtKSUvBrbNKyJ1WOtH4tWE1qDJG9IViOAkm77iLlcAyYQlX6wYQQQkg1UOaezaioKOzfvx9ubm4VEQ8hVcJ/8zVN3up4qZcFUo/TUFpSOgUVB6rSdM0ksBjdEKl/xCHj3BNkXHgK2cM0mA+uC11zmoNLCCGkeitzz2bLli0RHR1dEbEQUiWoZArkxqcDACTub7eAu66ZBMLaBgADsm8nlWd4pBphjEGeSMlmVcfpCmDykQvMA+pBoKcL+ZMMPF9/A1k3X2g7NEIIIaRClTnZnDhxIr788kuEhobi2rVruHnzptqjIi1duhQcx2HKlCkVeh1CSiKLSQVUDDrmkncq+KH3es3N7Fv0BycpmjJVlleJVocq0VYHUk9zWE5qApGjEZhMiVd7/kVyWDSYnIbVEkIIqZ7KPIy2b9++AICgoCB+G8dxYOz/7d13eFRl9sDx750+SWbSQ0vovQaQ3qSJDbFgV4plLVhX11123XXdn3V1bWtdVwG7oiKCropUBaT33gmQQnqZPnN/f0yIAgFSpibn8zw8j5O5c++Z10lmzrznPa8a1AZBa9as4a233qJnz55BOb8QNeWsLKE11bGE9gRzjxRK/ncA5/4SvGUutBYppRUnq1qvmWJG0Uon2oZAl2Ak9Xc9KF1wiLIlR6j4JRtvqYvEK9ujMenwOTxoTDpUn1rj/XvDxWd3o+i1+OxuNGY9qtuLxqwPd1hCCCEiSK2TzQMHDgQjjrMqLy/nxhtv5O233+aJJ54I+fWF+C3H3srmQLXcX/NUuiQT+gwL7qwy7NvyiRvYPBDhiQZE1ms2TIpWQ/yFbTC2iad00WESr+xA+YqjlK/MRrV7UMw64gY3x3p+Boo+Mr9kUN1eyn46JeZBzbCOzEDRR3aSLIQQInRqnWy2atUqGHGc1bRp07jkkksYM2aMJJsirDwlTjx5dlDA1C6+3ueL6ZFCSVYZ9s2SbIrTnZjZ1Esn2gbJ1CkJfYaF8p+PUrYoq+rnqt1D2cLDgIq5ewr2zZHVtdrcIxn71oLTY668bRnWQmY4hRBCALVINl955ZVqfx4fH0/Hjh0ZNGhQwIL6rU8++YT169ezZs2aGh3vdDpxOp1Vt0tLS4MSl2icnHuKAdCnW9DE1P/DlLlHCiXfHsB5QEppxelO7LGpkz02GyyNQUv5yuxq7ytfkY1lRAYVq3PwVbhDHFn1NLF6LCMzKF+5tdr7y1dmYx3VMsRRCSGEiFQ1TjZffPHFan9eXFxMSUkJgwcP5uuvvyYpKSlgwWVlZXH//fezYMECTKaaNWJ5+umnefzxxwMWgxC/5awsoa3ves0TdIkmDC0tuA6XYd+aT9wgmd0UfqpPxSOdaBs8n8ODavdUe59q998XN6wFvjJXiCOrnsZiwGdznzVmn8Mj2zkJIYQAapFsnm2t5v79+7npppt49NFHef311wMSGMC6devIy8ujT58+VT/zer0sW7aMV199FafTiVZ78tqQ6dOn8/vf/77qdmlpKRkZGQGLSTReqqrWe3/N6ph7pOA6XIZt83FJNkUVb7ET1eXzd6KV/RgbLI1Jh2LWVZu8KWYdmlg91vMj6z1M9fjOHrOp1it0hBBCNFAB6TzQtm1bnnnmGX744YdAnK7K6NGj2bJlCxs3bqz6d95553HjjTeycePG0xJNAKPRiNVqPemfEIHgzrHhK3ej6DUYWwXudWXukQKA62Ap3lLnOY4WjUXV/pqpZhStEuZoRLCoPpW4wdV/yRQ3uDmqTw1xROemur3EDWpW7X1xg5qhuoPTlV4IIUT0CdjXjy1btiQnJydQpwPAYrHQvXv3k34WGxtLcnLyaT8XIthOlNAa2sSj6ALXIVKX8JtS2i35xA1pEbBzi+jlkfWajYLGoK2auSxfcSwqutFqzP51m4B0oxVCCHFWAUs2t2zZEpZOtUKEiqOyOZCpQ0LAz23umeovpZVkU1SSTrSNh6LXYBmRjnVkBj6HF41Ji+pTIzLRBPCWlHDsr3+l6Z8fxTpqwK97g7o9kmgKIYQ4SY2TzTN1dS0pKWHdunU89NBDTJ48OWCBncmSJUuCfg0hTqV6fLgOlABg6lC//TWrY+6RQsn8/bgOleItcaKNNwb8GiK6uGWPzUZFY/Anado4f4IZyYXTxbNnU/7DArIOHqLN3K+qmgEpOmkKJIQQ4mQ1TjYTEhJQlOrf/hRF4bbbbuNPf/pTwAITIpI4D5Wiun1o4vTogvDhXxdvxNDKiutQKbat+VhkdrNR+20n2mC83oSoK9XlovD9DwBImjLljJ8LhBBCCKhFsrl48eJqf261WunQoQNxcXEBC0qISOOs7EJran/mL13qy9wzBdehUuybJdls7LzFTlR3ZSfaJOlEKyJH6fff48nNRZuagvXSS8IdjhBCiAhX42RzxIgRwYxDiIjm2ONvDmQMQgntCTHdfy2l9ZQ40UkpbaPlrmwOpE+NkU60ImKoqkrBjBkAJN14IxqDlM0KIYQ4uxp1Hzh8+HCtTnr06NE6BSNEJPLZ3LiPlgP+mc1g0VaW0gLYt+QH7Toi8p1YrykltCKS2Favwbl9B4rJRMK114Y7HCGEEFGgRslmv379uOOOO1izZs0ZjykpKeHtt9+me/fufPHFFwELUIhwc+wrARV0aeagN+6Jqdxz0775eFCvIyKbR5oDiQhUWDmrGX/F5egSg1flIYQQouGoURnt9u3befLJJxk7diwmk4m+ffvSvHlzTCYTRUVFbN++nW3bttGnTx/++c9/cvHFFwc7biFC5sT+mqb2wf9wZe6RQvH8/bgOl+EpdqBLMAX9miLyuPMk2RSRxbn/AOVLloCikDRpUrjDEUIIESVqNLOZnJzMCy+8QHZ2Nq+++iodOnQgPz+fPXv2AHDjjTeybt06Vq5cKYmmaHBO7K9pDML+mqfSWo0YWkspbWN2cifa2DBHI4Rf4axZAMSNHImxTZswRyOEECJa1LhBEIDZbGbixIlMnDgxWPEIEVE8BXa8hQ7QKBjbxofkmjE9U3EdKMW+JR/LsPSQXFNEDm+Rw9+JVqdBlyQz2yL8PEVFlHz1FQBJU4K/n7YQQoiGo0Yzm0I0Vo7KLU8MLS1ojLX6bqbOzN1TQMFfSlvkCMk1ReQ40RxIn2pG0UgnWhF+RR9/jOp0YurWjZh+/cIdjhBCiCgiyaYQZ/Hb/TVDRWsxYGzjn0WVUtrGxy3NgUQE8TmdFH34EQBJU6YEbZ9hIYQQDZMkm0KcgepTq2Y2g7m/ZnXMPf1daW2SbDY6nso9NmW9pogEpfPn4y0oQNe0KdYLx4U7HCGEEFFGkk0hzsB9rBzV7kExajGkW0J6bXM3fymtO6sMT6GU0jYmMrMpIoWqqhTOnAlA0s03oej14Q1ICCFE1KlxsnnLLbdQVlYWzFiEiChVXWjbJaBoQ1s6prUYqhoSSSlt46H6VNzH7YAkmyL8Kn5ejnPPXjQxMSRcfXW4wxFCCBGFapxszpo1C7vdHsxYhIgozj2V+2uGYMuT6ph7pAJg23I8LNcXoecpdIDHh6LXoE2UTrQivE7MasZPvAqt1RreYIQQQkSlGiebqqoGMw4hIorP5cV5qBQAYwibA/2WuXuyv5T2SDmeAvmipzGoWq+ZFiOdaEVYOXbtpmL5ctBoSJo0KdzhCCGEiFK12suhrKwMk+ns37Zb5dtP0QC4DpaCV0Ubb0SXYg5LDNo4A8Z2CTj3FmPbko/1/IywxCFCp2q9ZpqU0IrwKpw1CwDL2LEY0mW/XyGEEHVTq2SzY8eOZ7xPVVUURcHr9dY7KCHCzVFZQmvskBDWVv/mHik49xZjl2SzUTiRbOpkvaYII8/x45TOmwdA8tQp4Q1GCCFEVKtVsvn555+TlJQUrFiEiBjOyuZA4VqveYK5WzLFc/fiPuovpdUlh2eWVYSGR2Y2RQQo/OgjVLcbc2Ym5szMcIcjhBAiitUq2RwyZAhpaWnBikWIiOAtc+HO8a+dM7ZLCGssVaW0e6SUtqFTvSrufNn2RISXz26n+ONPAEiaOjXM0QghhIh2ss+mEKdw7isGQN8sFm2cIbzBADGVXWntm6UrbUPmKbSDR5VOtCKsSubOxVtcjD49HcuY0eEORwghRJSrcbLZqlUrtFptMGMRIiJU7a/ZITG8gVQydUsGDbiPVeDOl660DdWJElrpRCvCRfX5KJzpbwyUNGkSirznCyGEqKcaJ5sHDhwgOTk5mLEIEXaqquLcW7m/Zpi2PDmVNlaPsb0/8bXLnpsNVlUnWimhFWFSvmQproMH0VgsxF95ZbjDEUII0QDUONlMTEwkKSnptH9t2rRh3LhxLFiwIJhxChESnuN2vCUu0CkY20TONj4xPVIAsG/OD3MkIljceZJsivAqnDEDgMRrr0EbFxvmaIQQQjQENW4Q9OKLL1a7BURxcTHr1q3j0ksv5fPPP2f8+PEBDVCIUHKe2PKkdTyKPnJKyExdk2HOXtzZFbiP29CnSkLic3lRNAo+hweNSYfqU9EYIuf/WW15cv1NqXRN5EN+fbmdXjRaBZfdg8Gsw+dV0Ruj97URCvat27CtWQM6HYk33RTucIQQQjQQNU42p0yZctb7MzMzefrppyXZFFHNsbcYAGOElNCe4C+lTcC5uwj75nz0o1uGO6SwUt0+ypZmUb4iG9XuQTHriBvcHOv5GSj66Ot7pnpV3Mf963Fl25P68bi9rP/hEFsWH8Fp82CM0dFzZDp9LmyFLoK+QIo0hTNnAmC96CL0TZuGNxghhBANRsA+lV166aXs3LkzUKcTIuRUrw/n/hIgctZr/lZMz8pS2i2Nu5TW5/JSuuQwZQuzUO0eAFS7h7KFhyldkoXP5Q1zhLXnKbCDV0UxaNAmGMMdTtRyO72s++4Qa785iNPmf204bR7WfHOQ9d8dwu2MvtdGKLizsyn93/8ASJoyOczRCCGEaEgClmw6nU4MhvBvEyFEXbmyylCdXjQxOvTN48IdzmnMXZNBq+DOqaha39cYKRqF8hXZ1d5XvuJYVHZydUsn2oDQaBW2LD5S7X2bFx9Bo5WxrU7hBx+A10tM//6Yu3ULdzhCCCEakIAlm++88w6ZmZmBOp0QIVe15Un7hIj8wK+J0VfNuDbm2U2fw1M1o3kq1e7B54i+2asT6zX1sl6zXlx2T9WM5qmcNg+uM7xuGjNveQXFn80GIOkcy2WEEEKI2qrxms3f//731f68pKSE9evXs3v3bpYtWxawwIQINWeErtf8LXPPVBy7irBtPo61ka7b1Jh0KGZdtQmnYtahMUXfujzpRBsYBrMOY4yu2oTTGKPDYK7xW16jUfLlF/jKyjC0aUPc+SPCHY4QQogGpsbvvBs2bKj251arlbFjx/Lll1/Spk2bgAUmRCj5HB5cWaUAmCr3tIxE5q7JFGkVPLk23LkVjXImTHX7iBvUjLJFWafdFzeoGa7DZehSzGit0VPWX1VGK8lmvfi8Kj1GprP2m4On3ddjZDo+r4pW8s0qqsdD4az3AEiaPBlFE33NtYQQQkS2Gr/tLl68OJhxCBFWzv0l4ANdsgldkinc4ZyRxqzD1CERx85C7FvyG2WyWbr0CJahLQAoX/nbbrTNiBvcguNvbsJn95B0bSdMHSL3i4MTVK8PT35lJ1pJNutFb9TSe0xLUGHLkl+70fY4P51eozLQGSSZ+q2yHxfiPnoUbUIC8RMuC3c4QgghGiD5jlcIflNCGwXJiblHCo6dhdg252Md0yrc4YSUfWch5UuycGzPJ+XWHlhHtcTn8KIxaVF9Kt4yF4pWwVfuJv/drVjOz8A6phVKBDeG8eRXdqI1atHGSyfa+vC6fcx/bROZY1oy5dmhuB3+fTYPbS3gy+fW0ffCVnQa2CzcYUaMwhkzAEi84Xo0ZnOYoxFCCNEQyde8QgCOPUVAZG55cqoTXWk9ef5S2sbCZ3NT9MUeAEydktDFG1F0GrRxehSdBo1Biz7ZTNq0TGIHNAUVyhZncfztzXhKnGGO/sxOlNDq02JQlMhNiqPB7jW5ZO8tYdknu1EUMFsMaHUainIqKMqx8dNneygvitzXQijZNmzAvmkTil5P4vXXhzscIYQQDZQkm6LR85Q48Ry3gwLGdgnhDuecNGYdpo7+GVjb5sbTlbZ43n58ZS50qWbiLzjzjK6i15J4RQeSru+EYtTiOlhK3svrse8sDGG0NSfrNQNDVVU2LTwMQM+R6Wh1v7699R7bkrRWFpw2D0s+3ImqquEKM2IUzpgJgPWy8ehSU8MbjBBCiAZLkk3R6DkrZzUN6RY0UdKt0tzT/+HQvuV4o/jgbN9egG1DHiiQeHVHFP25O87G9Eoj7d7e6JvH4rN5KJi5jeJvD6B6fSGIuOY8eb/ObIq6O7KjiIKjFeiMWroObX7SfRqthtGTu6LVaTi0tYCdK6vfp7WxcGVlUfbjj4C/MZAQQggRLJJsikbPEQVbnpzK3CUJdAqePDueypmxhspb4aZojr98Nm54OsaW1ho/Vp9iJu2uTGIH+dfplS87wvG3NuMpdgQl1rqoKqOVmc162Vg5q9llcDNMsfrT7k9qHkv/8f6O6T9/tofyosh5DYRa4Xvvg89H7NChmDp2DHc4QgghGjBJNkWjpvrUquZApg4JYY2lNjQmHaaOSQDYNh8PczTBVTxvH74yN7o0M/F1aIik6DUkTmhP0o1dUExaXIfLyH15A/btBUGItnZUz6+daHWNsLNwoBQcK+fwtkJQoNeojDMelzm2JU3aWHE5vCx+v3GW03pLSyn+4gsAkqZMCW8wQgghGjxJNkWj5s6pwFfuRtFrMNRixiwSxPRMAcC+Jb/Bfmi2b83HvvE4aCDp6k4o+rr/yYrpkUKTe3ujT49DtXsoeG87xfP2oXrCV1brKbCD70Qn2ujZFzTSbFro33O1bWYq8aln7qqq0SiMntwFrV7D4e2F7Fje+Mppiz/7DNVmw9ihA7FDBoc7HCGEEA2cJJuiUava8qRtPIouun4dTCdKaY/bcec0vFJab4Wboq/2AmAZkYEhw1Lvc+qSzaTd2Yu4If41feXLj5H35iY8heEpqfxtCa10oq0bW6mLXatyAMgc0/Kcxyc2jWXghLYA/Pz5HkoL7EGNL5KobjeF738A+Gc15TUnhBAi2KLr07UQAfbres3I31/zVBqjDlMnfymtvQGW0hbP3Yuv3I2uSQzW0edOImpK0WlIGN+O5EldUcw63EfKyX1lPfatoe/sW9WJVpoD1dmWpUfweVSatLHStG3NqhN6jsqgWbt43I2snLb0u+/w5OaiTUnBOv7ScIcjhBCiEZBkUzRaqtuH60AJEF3rNX8rpkfDLKW1bT6OfXN+Zflsx6DMOpu7JtPkvt4YWlpQHV4KPthB0dy9qO7QldV6KvdJ1ct6zTrxuLxsXXoU8M9q1nSmTqNRGDWpCzq9hiM7i9j207FghhkRVFWt2u4k6cYb0BikbFsIIUTwSbIpGi3noVJUtw+NRR+1exz6S2k1ePLtuLMrwh1OQHjLXRTPrSyfPT8DQ3r9y2fPRJdoIvWOnsSNSAegYmU2eW9srGraE2zSibZ+dq3KwVHuxpJkom1mSq0em9AkhoGXtwNg+Rd7KQ3R//Nwsa1eg2P7dhSTiYTrrgt3OEIIIRoJSTZFo1XVhbZ9YtSuXdIYdZg7+UuA7VtCXwYaaKqqUvzVXnwVHvRNY7GOClz57JkoWg0JF7UheUo3NDE63McqyP33Bmyb8oJ6XdXj8zcIQpLNulB9Kht/9DcG6jU6A4229m9nPUem06x9PB6nl0Xv70D1NZzqgFMVzpwJQPzlE9AlRt+yASGEENFJkk3RaDn2FgHRtb9mdcw9UwH/us1oL6W1bz6OfWsBaBQSrwlO+eyZmDsnkXZ/HwytrahOL4Uf76Loyz2obm9QrufJt4MPFJMWjVVKGmvr0LYCinNtGExaugxuVqdzKJXdaXUGDUd3FbN12dEARxkZnPsPUL54MQBJkyeHORohhBCNiSSbolHyVrhxHy0Hone95gmmzkkoeg2eAgfuY9FbSustc1E8dx8A1lEZGJrHhTwGXbyR1Nt7YhmZAQpUrM4h77VNuI8Hvtuv+zfrNaN1Zj2cNv54GICuw1pgMOvqfJ741BgGXdEegBVf7qXkeMMrpy18bxYAcSNHYmzTJszRCCGEaEwk2RSNknN/Maj+LqBaqzHc4dSLxqjF1LmyK+2W6OxKq6oqRXP24rN50DeL9Sd7YaJoFeLHtSZlanc0sXrcORXk/XsDFRsCW1Yr6zXr7vjhMo7uKkbRKPQcmV7v8/UY0YIWHRPwuHwseq9hldN6iooomfMVAElTp4Q1FiGEEI2PJJuiUXLuKQaif1bzBHNlV1rb5ujsSmvfeBzH9gLQKiRe0wmlDuvvAs3UMZEm9/fB2DYe1eWj6NNdFM7ejc8VmLJa2fak7jYu9M9qtu+bhiXJVO/zKSe60xq1HNtTzOYlR+p9zkhR/MknqE4npq5dienXL9zhCCGEaGTC/4lOiDCo2l+zQ8NolHGilNZb6KgqD44W3lInRV9Xls+ObomhWeRsA6K1Gki5rQeW0S1BAdu6XPJe3VhVAlsfHpnZrJPyIid71/hnmTPHBG4G3JpiZshV/nLaX+bsozg38KXToeZzOin88CMAkqZOlXJtIYQQISfJpmh0PAV2vIUO0CgY28SHO5yA0Bi0/m1QAFsUdaVVVZWiL/ei2j3oW8RhGRG+8tkzUTQK8WNbkXJrDzQWPZ48G3mvbqRibU6dZ5FV92870UZOch0NtizJwudTad4hgbRW1oCeu9uw5qR3TsTj9pfT+qK8nLZ0/jd48/PRNW2K9cJx4Q5HCCFEIyTJpmh0TsxqGlpa0Bi14Q0mgE6U0kZTV1rb+jwcOwtBq5B0dUcUbeTOvJjaJ9Dkvj4YOySgun0Ufb6Hos9243PWvqzWfdwGKihmHRqLPgjRNkwuh4dtPx0DAjureYKiKIy8uTN6o5bsfSVsXpQV8GuEiqqqVdudJN18E4peXmdCCCFCT5JN0eg49/i3PDE1kBLaE0ydKktpi5y4j0R+Ka23xEnxvMry2bGt0DeN/Bk+rcVAytTuWC9o5S+r3ZBH3qsbcGXXrqzWk/drCa2UNtbczpXZOG0e4tPMtK78ciXQrMlmhkysLKedu5+inOjs8FyxfAXOPXvQxMSQcPXV4Q5HCCFEIyXJpmhUVJ+KY18JAMYG0hzohGgqpfWXz+5BdXjRZ1iwDKt/R9FQUTQK1lEtSb29JxqrAc9xO3mvbaB8VXaNZ5SlE23t+Xwqmxb6ZxozR2egaIKXpHcd2pyMrkl43T4WzorOctrCGTMAiJ94FVprYMuNhRBCiJqSZFM0Ku6j5ah2D4pJi6GFJdzhBFxMz1Qg8ktpbWtzcewqAl3kl8+eibFtPE3u642pUyJ4VIrn7KXwk134HJ5zPrYq2ZROtDV2YNNxSvMdGGN1dBrULKjXUhSFkTd1xmDSknugtGpPz2jh2LWbiuXLQaMhadKkcIcjhBCiEZNkUzQqjr3+Elpj24SoTHDOxdQpEcWgwVscuaW0nmInxfP3AxA/tnVUJ1zaOAPJk7sRf1Eb0IB903Hy/r0B1zk6Ap8oo9XJzGaNbVzgn9XsPrwFekPw11pbkkwMuboDAKu/PkBhLUulw6lw1iwALGPHYkiPnqoBIYQQDY8km6JRaWj7a55K0WsxdUkGwLb5eJijOZ2qqhR9sRvV6cXQ0kLcsBbhDqneFI2CZUQ6qXf0QhtvxFPgIO/1jZSvPFbt7LJ0oq29nP0l5OwvQaNT6HF+6JKnLoOb0bJbMl5PZTmt1xeya9eV5/hxSufNAyBpyuQwRyOEEKKxk2RTNBo+lxfnoVKg4eyvWZ2Ynie60uZHXCltxZocf8Kv05B4dcegrrsLNWMrK03u7+1fN+tVKZ67j8IPd+Czn1xWe6ITrSZGhyZOOoTWxMYf/bOaHfs1ITbeGLLrVpXTmnXkHSxlw4LIL6ct/OgjVLcbc2YmMb17hzscIYQQjVxEJ5tPP/00/fr1w2KxkJaWxuWXX86uXbvCHZaIUq4DJeBV0SYY0SWbwh1O0Jg6JqEYtHhLnLiyysIdThVPkYOS+QcAiB/XGn1qwysh1cToSZ7UlfhL2oJWwb61gNx/bzjp/4OnwI6uSQz6lhbpRFsDpfl29m/IA6DX6JYhv35copFh11aW084/QME5SqTDyWe3U/zxJwAkTZkS3mCEEEIIIjzZXLp0KdOmTeOXX35hwYIFuN1uLrjgAioqomftTCTxubyoHh/echeqx4fPVfv9AaOZo7KE1tg+oUF/yFf0Gsxd/V1p7Zsjoyutv3x2D6rLi6GVlbghzcMdUtAoioJlWAvS7uyFNtGIt9BB3pubqFiXi8/lxdw5iZTJ3Ui5sUuj+x2si82LjqCqkNElkZT0uLDE0GlAU1r3SMbnUVk4awfeCC2nLZk7F29xMfr0dCxjxwT9em6nF6/Hh73Mhdfjw12HPWeFEEI0bLpwB3A233333Um3Z86cSVpaGuvWrWP48OFhiio6qW4fZUuzKF+R7e/GatYRN7g51vMzUPQR/Z1DwDj3Nsz9Natj7pGKbeNx7FuOE39xm7CXq1asysG5txhF3/DKZ8/EkGGhyX19KPp8N+48G6ZOSZQtyaJ8ZeP9Hawtp93D9uXHAOg1JvSzmicoisL5N3bm43+s4vjhMjZ8f4jzLm4Ttniqo/p8FM70NwZKmnQzija4TZQ8bi/rfzjElsVHcNo8GGN09ByZTp8LW6HTB7+BkxBCiOgQVZ9wSkr8+yMmJSWFOZLo4nN5KV1ymLKFWaiV68dUu4eyhYcpXZLVKGZXvGUu3Dn+DqDGdvFhjib4TB0TUYxavCWusJfSegodlHzr7z5rvbA1+hRzWOMJJY1ZR9JNXUi+uSvlK45Stqjx/g7WxfafjuF2eklsFkvLruH9ux+bYGTYtR0BWPPNQfIjrNtz+ZKluA4eRGOxEH/lVUG9ltvpZd13h1j7zUGcNv/r2WnzsOabg6z/7pDMcAohhKgSNcmmz+fjgQceYMiQIXTv3v2MxzmdTkpLS0/619gpGoXyFdnV3le+4lijmGVy7i0GQN88Fm2cIbzBhIC/lNbfldYexq60qk+l6PPdqC4fhjZW4gY13PLZM1EUBV2SifKVjft3sLa8Xh+bF/sbA2WOyYiI0veO/ZvQplcKPq/KwlnbI6qctnDGDAASr70GbVxwuxxrtApbFh+p9r7Ni4+gaYDbSgkhhKibqEk2p02bxtatW/nkk0/OetzTTz9NfHx81b+MjIwQRRi5fA5P1WzKqVS7B5+j4X8L7dhTub9mIyihPcHco7Ir7ZZ8VF94utJW/JKNc38JikFD0sTGUT5bHfkdrL196/MoL3Jitujp2L9JuMMBfi2nNcXqyc8qZ93/DoU7JADsW7dhW7MGdDoSb7op6Ndz2j1VM5qn3Wfz4DrDa10IIUTjExXJ5j333MP8+fNZvHgx6efYoHr69OmUlJRU/cvKygpRlJFLY9KhmKtfnquYdWhMDXt9jaqqVTObpvYJYY0llKpKaUtduA6HfobfU2Cn5H+V3WcvaoMuufGUz56qsf8O1paqqmyq3O6kx/npEbUGMMZqYPh1/nLadd8e5Pjh8Hd8Lpw5EwDrRRehb9o0qNdylLsxGLUYY6p/PRtjdBjO8FoXQgjR+ER0sqmqKvfccw9z5sxh0aJFtGlz7oYMRqMRq9V60r/Gzp1TQdygZtXeFze4edhmvULFc9yOt9QFOgVj68bzelB0GszdTpTShrYrrepTKZy9G9Xtw9g2ntgB1b/+GgvVpxI3uPoS4sbwO1hb2XuLyTtUhlavofvwFuEO5zTtz0ujXe9UfL7K7rSe8JXTurOzKa1sppc0ZXJQr5W9t5hPn1xN1o5Cepxf/Re/PUem4/PK61kIIYRfRCeb06ZN44MPPuCjjz7CYrGQk5NDTk4Odrs93KFFDcfeYgo/3UXc4BZYRmdUza4oZh2WURlYhqejMUTOrEEwVJXQto5HiaAZklAw90wFwBbiUtryFcdwHSxFMWhJbMTlsydoDFqs52dgGd3y5N/B0S2xnp/R4H8Ha2tj5axmp4FNMVsib421oigMv74Tpjg9BUfLWfvtwbDFUvjBB+DxENO/P+Zu3YJyDdWnsu67g8x5YQPlRU62LjtKn3Gt6HdJ66oZTmOMjn6XtKbPha3QG+X1LIQQwi+ia13eeOMNAM4///yTfj5jxgymyIbV5+Rzeij6fDfeYiflvxzDMiID68iW+BxeNEYNjt1F5L+7heSbuzbopjnOyv01TR0SwhpHOJjaJ6CYtPjKXLgOlWJsE/xOvO7jNkq/PwhA/CVt0CWZgn7NaKDoNVhGpGMdmeH/HTRpUX2qbHtyiuJcGwcqZ+IzR0fumvsYq4ER13fi+7e3su67Q7TplUJaq9BWTnjLKyj+bDYASUF6T7SVulg4czuHtxcC/iZJI27ohN6opfcFreh7UWtcdg8Gsw6fV42okmchhBDhF9GfclRVrfafJJo1U/LtAbzFTrSJRizD/DOYik6DNk4PikLpgsO4DpVR/NVeVLVhlj2pXh/O/f4tc4ztG09zoBP8pbT+RkG2EHSl9Xef3eMvn22fQGz/4K4fiza//R1UdBqZ0azGpkVZoEKrHskkNg1uV9X6at83jfZ901BPlNO6Q1tOW/LlF/jKyjC0bk3c+SMCfv6ju4v49MnVHN5eiE6vYeTNnRkztSsGk/97ar1Ri1anwWwxoNVpZEZTCCHEaSI62RR159hdRMWqHAASJ3ZEc8qHAEWnIfHqjqBRsG8tCPmavlBxZZWhurxoYnXom0X2B9dgqepKuzX4pbTlPx/FdagUxagl8aoOEbFdhYgejnI3Oyu3acoc0zLM0dTM8Os7YrboKTxWwepvDoTsuqrXS+Gs9wD/Wk1FE7i3c59PZc03B5j74gZsJS4Sm8Ywcfp5dB3SXH6nhRBC1Iokmw2Qz+Gh6Is9gL/5iKldQrXHGVrEYR3lL1MrnrsXb5krVCGGjKOyhNbYLqHRrhv0l9Lq8JW5cR0sCdp13Hk2Sn7wbwWRcElbdIlSPitqZ+tPR/G4faRkxNGiY0K4w6kRc5yB82/oDMCG7w+ReyA0nZ/LFvyI++hRtAkJxE+YELDzVpQ4mffKRlbPO4CqQufBzbh6ej+Sm8cF7BpCCCEaD0k2G6CSbw7gLXGiTTZhvbD1WY+1jMxA3ywWn81DUQMsp/11y5PGV0J7wm+70tq2BGcGW/WpFM3eDR4fxo6JxPSLjH0RRfTwun1sWXwE8M9qRtMMWtveqXTo1wRVhYWztuNxB3/f1BPbnSRcfx0ac2C2FcraWcinT67hyM4idAYNY6Z0YfSkLlIeK4QQos4k2WxgHLsKqViTAwokTex4zjVhiraynFar4NhWgH1T8Nf1hYrP4cGV5Z9lMDbC5kC/FdOzspQ2SF1py386giurDMUk5bOibvaszcVW6iI23kD7vmnhDqfWhl/bkRirgaIcG6vnBbec1rZhA/aNG1H0epJuuKHe5/N5faz6ej9fv7wRe6mL5BaxXPPnfnQa2Li3LBJCCFF/kmw2ID77yeWzNe08amgeh3WUf31U0dx9/j0pGwDnvhLwgS7F3OhLOo3tE1DMOnzlbpwHAltK686t+LV89tK26OKNAT2/aPhUVWXjj4cB6DkqA60u+t6aTHF6zr+xEwAbFxwmZ3/wStYLZ84CwDp+PLrU1Hqdq6LYydyXNvq3b1Gh69DmTPzjeRHfnEkIIUR0iL53dHFGxfP34y11oUsxYx3XulaPtZyfjr5FHKrdQ9GcPQ2inNaxt3J/zfYJ4Q0kAijaX0tp7QEspVW9KoWzd4NXxdQpkZi+Uj4rau/IziIKjlagM2rpOrR5uMOpsza9Uuk0oGllOe0OPK7Al9O6jhyhbMECwN8YqD4ObSvgkydWc2xPMXqjlrG3dmXkTZ3RSZdkIYQQASLJZgNh31mIbV0uKJA4sUOtt1RQtBqSTpTT7ijEtj4vSJGGzq/rNRPCGkekiOnpnwGxb81H9Qbmy4SyZUdwHylHMelIvFLKZ0XdnJjV7DK4GaZYfZijqZ+h13QgJt5Aca6NVV/vD/j5C997D3w+YocMwdSxY53O4fX6WDlnH/P/vQlHuZuUjDiu+XM/OvaTrYqEEEIEliSbDYDP5v61fHZoC4yta1Y+eyp901isY1oBUDxvP94SZ8BiDDVPsRPPcTso/k60Aozt4tHEBK6U1p1TQemPleWzl7VFK+Wzog4KjpVzeFshKNCrsjt2NDPF6hl5k7877caFWWRXfukVCN7SUko+/wKApKlT63SOskIHX/1rA+u/9//udh/Rgqse6UtCk5iAxSmEEEKcIMlmA1A8bz++Mhe6VDPxF7Sq17ksw9PRp8ehOjwUfRm95bTOPf4SWkOGBY1ZF+ZoIoO/lPZEo6D6NYJSvb5fy2e7JBHTO/oauojIsGlhFgBtM1OJTw1MV9Vwa90jhc6DmkJlOa07QOW0xbNn47PZMHboQOyQwbV+/MHN+Xz65Gpy9pdgMGkZd3t3RlzfCZ1eymaFEEIEhySbUc6+vQDbhjx/+ezVHVHq+aFB0Sr+clqdgmNXkb80Nwo5KmcTZL3mycwnutLWs5S2bMkR3EfLUcw6Eq+Q8llRN7ZSF7tW5QD+7U4akqFXdyA2wUjJcTu/fLWv3udT3W4K3/8AgKQpU2r1O+f1+Pj58z188/pmnBUe0lpZuOYv/aOy668QQojoIslmFPNWuCmaU1k+OzwdY0trQM6rbxJL/Nhfy2k9xdFVTqv6VNlf8wyMbRP8pbQVHpz7i+t0DtexckoX+dfYJU5oh9ZqCGCEojHZsvQIPo9KkzZWmrYNzN+vSGGM0TPyZn857eZFRzhWWW1RV6XffY8nJwdtSgrW8ZfW/HH5dub8az2bfvTPIPcalcGVD/dtMLPIQgghIpskm1GseN4+fGVudGlm4sfUr3z2VHHD0jG0tKA6vVFXTuvOqcBX4UYxaDC0tIQ7nIiiaBXM3X/dc7O2VI+PohPls92SMfeq37YLovHyuLxsXXoU8M9qNsTZ8Vbdkuk6xL9X5cJZO3A761ZOq6oqhTNmAJB04w1oDDX7gmf/xuN89tQacg+UYozRcdGdPRh6TQe0ennrF0IIERryjhOl7FvzsW88DhpIuroTSoA/PCgahcSrO4JOg3N3EbY10VNO69xTDPhn8ZQo3K8v2OpTSlu6OAt3dgWaGB2Jl7dvkAmCCI1dq3JwlLuxJJlom5kS7nCCZsjEDsQlGinNd7ByTt3KaW2r1+DYvh3FZCLhuuvOebzX7eOnT3fzvze34LR5aNLGyjV/6UfbTPlySAghRGjJJ/Eo5C13UTRnLwCWERkYMoIze6dPjSF+XGU57Tf78RQ5gnKdQJP9Nc/O2CYBTawen612pbSuo+WULfaX4iVMaI/WIuWzom5Un8rGE2WdozPQaBvuW5HBrGPUzV0A2LLkCEd21b6ctnDmTADiL5+ALvHsSwNKjtv44rl1bF58BIDMsS254uE+WJOlbFYIIUToNdx3+Aas+Ot9+Crc6JrEYB0d3KYacUNaYGhl9ZfTfhH55bSq24fzQCkApg4J4Q0mQvlLaZMBsG+uWSmtv3x2F/hUzD1SqmZHhaiLQ9sKKM61YTBp6TK4WbjDCbqMrkl0G9YcgEXv7cDl8NT4sc79ByhfvBiApEmTz3rs3nV5fPbkGo4fLsMUq+eSaT0ZclV7tA04mRdCCBHZ5B0oytg2H/cnCBpIurpj0MtET5TTKnoNzr3FVFR2joxUzkMl4PGhsRjQpcm+cWdi7ukvp7Nvy0f1+s55fOmiw7hzbGhi9SRMaCfls6JeNv7obzDVdVgLDI1ka6LBV7XHkmSirMDBii9rXk5b+N4sAOJGjsTYtk21x3jcXpZ+tIvv396Ky+GlWbt4rn20H617yJdCQgghwkuSzSjiLXdRPLeyfPb8DAzpoWl+o08xYx3XGoCSb/fjKYzcctpfu9AmSEJ0FsY28WjiKktp95Wc9VjXkTLKllSWz17eHm2clM+Kujt+uIyju4pRNAo9R6aHO5yQMZh0jJrk7067bdlRsnYUnvMxnqIiSuZ8Bfi3O6lOca6Nz59dx9Zl/mZLfS5sxeW/701coikgcQshhBD1IclmlFBVleKv9uKr8KBvGot1VGj3pIsb3BxDayuqy0fR57tRfZFZTus40RxISmjPStH82pXWtvn4GY9TPT4KP9sNPn9joRiZKRH1tHGhf1azfd80LEmNKyFK75xE9xEtAFj0/g5c9rOX0xZ/8gmq04mpa1di+vc77f7dq3P47Kk1FBwpx2zRM/7eXgy6vF2DXgMrhBAiusg7UpSwbz6OfWsBaBQSrwl++eypFI3iL9vVa3DuL6FiVXZIr18T3go37mPlgOyvWRPmysTRvq0A1VN9KW3pj4fw5NnQxOlJmNA+lOGJBqi8yMneNXkAZI7JCHM04THoinZYU0yUFzpZ/sXeMx7nczop/PAjAJKmTjmpUsPt8rL4/R0seHc7bqeXFh0TuPYv/WnZLTno8QshhBC1IclmFPCWuSie61/jYx2VgaF5XFji0CWbib/Iv2ao5NsDeArsYYnjTJz7ikEFXZMYtFYp9TyXE6W0qt2DY1/xafe7ssooW+rvaJl4eXu0sfoQRygami1LsvD5VJp3SCCtlTXc4YSFv5zW3512+8/HOLytoNrjSud/gzc/H12TJlgvvLDq54XZFXz+zFq2L88GBc67pDWXPdCb2ARjSOIXQgghakOSzQinqipFc/bis3nQN4vFMjK8swGxA5thbBuP6vZRGGHltL9drynOTdEov85untKVVnX7KPxsF6gQk5laVXIrRF25HB62/XQM8G930pi16JhYtV518Qc7cZ5STquqatV2J0k334Si93/Rs3NlNrOfXkPhsQrMVgOX3Z/JgPFt0WhkfboQQojIJMlmhLNvPI5jewFoFRKv6YQS5rU4ikYhcWJHFIMG14FSylceC2s8J6iqimNP5f6aHaSEtqZiepzoSntyKW3JgkN4jtvRWPQkXNYuXOGJBmTnymycNg/xqWbayNY5DLy8HfGpZsqLnCyfveek+yqWr8C5Zw9KTAwJ11yD2+ll4cztLJy1A4/LR3rnRK57tD8ZnZPCFL0QQghRM5JsRjBvqZOiryvLZ0e3xNAsNswR+emSTMRf3BaA0u8O4s4Pfzmtt8CBt8gJWgVjm/hwhxM1DK2taCwGVIcHxwF/V1pnVhnlP1WWz17RAU2MlM+K+vH5VDYt9Hc07jU6A0Vm4tAbtYya3AUU2LEim4Nbfq0uKF+6BICEq66iuEzD7KfXsPOXHBQFBlzWhvH3ZRIjSwWEEEJEgcaxwVkUUlWVoi/3oto96FvEYRkRWWVnsQOaYt+aj3NvMUWzd5N6R8+wfoB0VJbQGlpa0Bi1YYsj2igahbhBzdA3jcXY2oq3zIm+SQzJN3XBebgMc1dpOBJIDocLvU6H0+bGGKPH7fFgMkV20mB329FpdJS5yrAYLHh8Hsx6c63OcWDTcUrzHRhjdXQe1CxIkf7K4bSj1xmw2+2YzWbcHhcmY+1iDoXm7RPoNSqD4twKktLNeL1e7HY7qX/6Ewn3PUD2zgK+emYtXreP2HgDY2/tRouOkVO54XK50Gq1OBwOTCYTXq8XgyGyX89CCCFCS5LNCGVbn4djZyFoK7vAaiNrJkBRFBKv6kDui+txHSqlfPlRLMPCt2ees7KEVrrQ1l7ckBaULc2icPZuVLsHxawjblAzrGNCu71OQ+dxe9n4QxZblxzFafNgjNHRfWQLzruwNTp9ZH5B4vQ6eXfru3y08yNKXaVYDVZu7Hwjt/a8FaO25g1pNv3on9XsPqwF+iB/GeR2u1mxYiWrV62uSoL6D+jPsKHD0Osjb5Z+wIS2oPj4+aefWbV6VVXMA/oPYOiwoaSvKkRVYcyUrpgtkZPIeTweli9fzqpVv4l5wACGDRuGTicfLYQQQvjJO0IE8pY4KZ5XWT47thX6ppFRPnsqXaKJ+EvbUPzlXkq+P4SpcxL61JiQx6H6VBz7/CWgsr9m7XgdbsqXHaVsUVbVz1S7p+p23PAWaE2R9wE92jgcLjb+kMW6bw9V/cxp87DuG//tzLEZETfDaXfbeXfru7y5+c2qn5W6Snlj8xsATO0+tUYznDkHSsjeV4JGq9BjZHC/kHI47axYsZJlS5f9+jOHo+r24MGDIm6G0+f1sGLlCpYuW1r1M4fDUXV75OQBxMSaI6r02OVysXz5cpYuPSXmyttDhgyRGU4hhBCAJJsRx18+uwfV4UWfYQnrbGFNxPZrin1LPs49leW0d/YK+Yci99FyVIcHxaTFkG4J6bWjnUanpXxl9Xumlq/MxjpKZjcDQa/TsXXJ0Wrv27r4KP0uasNjyx8j15Yb4siqF6eP44mhT/DRzo+qvf/DnR9yS49beHjJw5S7y896roxVA0mgJQXp+3lo9afBCBeAJjFN+OvAv7J61epq71+9ajXDhg7jqf88RZmtLGhx1EZyXDL3T76fVatXVXv/qtWrGDpsKLM/n43T6QxxdNUzGo1cccUVrFp1hphXrWL48OEhjkoIIUSkkmQzwtjW5uLYVQS6yCyfPZW/nLYjuS+uw3W4jPKfjmIZEdoEuaoLbbuEiPr2Pxr47B7UU7ZdOEG1e/A5PGjjZIaivpw2N05b9ePstHlw2t2UOEtYfmx5iCOrXoeEDuTb8yl1lVZ7f6mrlAJHAftL9rOneE+1xwBYHEl0OzIRgAXxn1F4LHjdq0dnjMZut+NwOKq93+FwUFFRQYInAVexK2hx1EaMIYby8vJzxpyfn09eXl6Io6teWlraOWN2OBzExkZmRY4QQojQkmQzgniKnRTP3w9A/NjW6NNCX5JaF7oEIwmXtqXoiz2ULDiIqXMi+iah+6Dh2FMMgElKaGvF5/WiMetQzLpqE07FrENjkj8RgWAw6zDG6KpNOI0xOoxmPZe1u4zRrUaHIbrTGTQGUmNSsRqs1SacVoOVFHMKd/S8A5fvzIlb0SIDZWgwtfLy8Lh7ghkysbpYzCYzJpOp2kTIZDIRFxdHardUYjpExt/WRFMiFovlnDEPHz4cr9cbhghPp9VqzxmzyWQKQ2RCCCEikXySjBCqqlL0xW5UpxdDSwtxw1qEO6RaiTmvCfat+Th2FVE4ezdpd2WGZFbW5/TiOuz/MCzNgWqurDCfb195nkvveYS4Qc1OWrN5QtygZrhsNvRxZjSayGxgE+mOFRTx8stzuPOq8fQ4P5213x487Zge56eTd7iUvqlDiLfUvOlOsNnddm7sfGPVGs3furHzjfh8Psa1GXfGxzvtHmZtWw54GXNZH1q1C15nY5/HzbIPnmXvwOb079+fZcuWnXZM/wH98bjtXN1nGFiaBi2WmvL5fHz/f6/gyXQyoP+Ak9ZsnjCg/wDcbjflVj0DW3YPQ5TVc7lcDBgw4KQ1mycMGDAAr9eLVit/M4QQQsg+mxGjYk0Ozj3FoNOQeHXHqCsHVRSFxCs7oJi0uI+UU1a5T2OwOQ+WgFdFm2BEmyzfptfEgY3reP+R+ziyYys/znoLy8gMLKMyUMz+754Usw7LqAwsIzP45vXn+eKpx6goLgpz1NFn7vI1vPt/C2iZ15oVc/aQOTaDvhe3whjjH2djjI6+F7ei58h0Fr+3k9f/spz1WyKjVBLArDdza89buavnXVgNVsA/o3lXz7u4teet52wOtP2nY7gdXhKbxdKya1LQ4izL3sf7z/+RJQc9/PjjjwwaNIjhI4ZXza6ZTCaGjxjOsKHDMP34V3hjCOxdGLR4aqIop4BvLp9E64/fovD55xg6bCgjho84KeYRw0cwdNhQZuycwe0Lb+LppcFb71pbBoOBYcOGMWLEKTGPGMGwYcOkOZAQQogqiqqqariDCKbS0lLi4+MpKSnBarWGO5xqeYoc5L64HtXlJf6SNhHfFOhsKtblUjR7N2gVmtzbO+iddIvn76f856PE9mtK4lUdgnqtaOf1eFj+2Qesmfs5AGmt23HpA4+Q2KwFXocbjU6Lz+FBY9Lh83jJ2rONuc/9Hx6nk5j4BC657w+07N4rzM8i8nm9Xp54+zMSNiWhU/WU60tocnE8Uy4a9es+m3Y3RrN/n80dOwr58e1txPgU3KgkDm3CzTd0RaOJjO8Cq/bZdJdh0ddsn02v18cHj66kvMjJyJs703VI86DEtu+nL/hy4WoqMKPHzaV9W9Fr/O9+3WfTYcdsqtxn01UKH1wFuVsABYb9Hs7/M2hDW+Cz8fufKfvzH0mpKMSt0XL0utsZ9+i9uJ1udAYdDrsDk9mE2+WhxGNj/OxbsGv3AtDaMIYPrniSeFNklAEHe5/NaHj/FkIIcXaSbIaZqqrkv7MV595iDK2spN7RM+pmNX9LVVUKZm3HsbMQfYs40u7uhaIN3ofmnBfX4cm1kXRDZ2J6pgbtOtGuNP8437z8T47t3gFA5rhLGHHTrejO8cGw4Mhh5r/0LPlZh0BRGHjldQyaeJ2U1Z5B1vF8Xnt5Hhn5rQA4lpDFzdPG0Dnj7GXxR7LLmPXiehJK/evyStMM3PnQeSTGR+ds/e41OSx4Zztmi55JTw0O+D6iXreLJe89zU9ZPkChia6Mq6+5npSO5539gW47fP9nWPuu/3bLwXDVfyE++MsWfF4v3z32IhlfzECn+jhuSSHx2efpMWrAWR/ncLuY+tUTbLXNAUDvTeflkf9iWJuuQY853CL9/VsIIcS5SbIZZuW/ZFP81V4UvYa0+/ugT4msPeDqwlvqJOfF9ah2D9axrbCODs72Gd4yF9lPrgIFmj06EG2s7AdZnX3rVvHd6y/hKC/DYI5h3J330XHg0Bo/3u10sHjmf9iy6AcAMrr24OJ7HyYuKXhr8KLRF0t/YdeXR4h3JuHDS27nbB6bdgN6fc1mzrweH2++tQHflmI0KJTpYdTUrvTvE/71hbWhqiqfP7OWvENl9B/fhn6XtAno+UuO7OKL99/isNP/97xvipMLb5mOPqYWf9+3fglf3weuMjAnwRVvQccLAhrnbxUczWPl7+6j3b5NAOzpOoDhb71AQmrNy4vfWP0tr2/9P9CWo/oMXN3qAR4bdXOwQo4Ikf7+LYQQ4twk2QwjT6GD3JfWobp8xI9vi2VIdDUFOhvbhjwKP90FWoW0e3pjaBb4ctqKDXkUfboLfYs4mtzbO+Dnj3Zej5ufPprFum++AqBJ2w5c+sAfSWhSt+Rlx89LWPD2a7gddszWeC6e9ntaZ/YNYMTRyev18n9vfUrSlhS0qo4yQzHplyZz0wUj6nS+RT8dZu0ne4j1KnhQsQxKZcrN3SOmrPZcju0pYs6/NqDVa5j81GDMlsCVVe5Z8hlfLlmPHRMGXFzWvx3dL761bicr2AefT4VsfwLI4Ptg9N9AG9gvrdZ/swT7X6eTZCvGpdGRfdNdXPCnO+v0/3Nbbha3fPsANs1uANJ15/PRFU+TGBMX0JgjRSS/fwshhKgZSTbDRPWp5P93C879JRjaWEm9PbrLZ0+lqioF7+/Asb0AfbNY0u7JDHg5beFnu7Ctz8MyIp34iwI7exLtSvJymP/yP8nZ6/9Q2ufiCQy/cQpaXf0+SBceO8r8l57h+KEDAPS//GqGXHMTmkbaefJQ7nHefGU+6QX+stkjiYe59d5xtG/erF7nzc6t4N0X15JQ7C+rLUnVc8dD55GcEPmVD9++sZkDm/LpOqw5I2/sHJBzel0OFs16muVH/X8jm+lKmXj9zSS3q+eXTB4n/PBXWP2W/3Z6P5j4LiTUvxrD6/Hyv0f/Seu5H6BVfeRa00h9/nm6De9Xr/O6PB5unfs0G8pmoygqOk9zXhj5PCPb9qh3zJEmUt+/hRBC1Jwkm2FSvuIYxV/vQ9FraPJAH3TJkf8hsra8ZS5yX1yHz+bBOqYl1jGtAnZuVVXJfmo1vjIXKbd1l21PfmPP6hV8/8bLOG0VGGNjufCuB2nfb2DAzu9xuVjy3n/ZtOBbAFp07sol9z2CJTklYNeIBp8sWs6BuTlYnYl4FQ/Hu+Tx92nXB2zLB6/Hx3/e2Yh7QxFaFMp0MGJKFwadV79ENpiKc218+PdfQIUb/j6AxAA0CCs+vIPPP3ibIy7/3+/+aW4umDodnTmAs3nbv4a594CzBEwJcPnr0PmSOp/u+OFsVt9xP20PbAFgT4/BnP/WC1iT4gMUMLy79gde3Px30Jah+vRcnnEvT4yZGrDzR4JIff8WQghRc5JshoGnwE7uS+tR3T4SJrQjblBwOjVGAtumPAo/3gUahbRpmRhaBOYDoju3gtwX14NOQ4vHBqHoo6PEMJg8bjfLPniXDd/NA6BZh05cev8fsaamBeV6u1b+xA9v/RuX3YbJYuWiux+kbZ/6zdpEA6/Xy99f+5jUHWloVR2lxiLaTGjKdaOGBOV6S1ce4ZcPdhPnBQ8qMf2SuXVqz4gsq1368S62Lj1Kqx7JXDqt/p2Ldy78kK9+2ooDI0acTBjcma4XTA5ApNUoOgif3wJH1/lvD7wbxjwOutqVAa+Z+yPuv/+FRHspTo2OvKn3Muah24Ly/2vX8WNMmf8A5Rp/469m2qF8fOU/SY6xBPxa4RCJ799CCCFqR5LNEFN9Ksf/sxnXwVKMbeNJua1HgyqfPZWqqhR+uAP71gL0TSvLaXX1/9BV9vNRSubvx9ghgdRbG175WG0V5Rxj/kvPkndgHwDnjb+SoddNQqsL7rYOxTnZzH/5WXL37w3pdcNl77Fs3vn396QX+cssjyQd4nf3XUKbpsFJ6E/Iy7fx3xfWEl/oAaAkWcftD/UjNSlyKiIc5W5mTV+Ox+1jwoO9Se9U92oDj9POjzOe4pcc/yxxc30pV984lcTWQf5d97hg4eOw8lX/7ea9YeIMSDp3mb7H7eF/05+mzfyP0aKSndCU5i+8SOfBmUEN2eXxcMe851hT8jGKoqL1NOHZ4c8xrkP0r2OPtPdvIYQQtSfJZoidSJIUg9ZfPpsUnVsb1Ia3vLKctsKDZVQG8Re0rvc582duw7GzkPiL2mAZEb37kgaCf4bxFVx2e1hmGD1uN8s+fJcN/6ucUW3fiUsfCN6Marh8uGAZWfPysbgS8CoeCrrn87c7rw1Y2ey5+Hw+/vvuZhxrC9CiUK6DwTd1YtjAyGgstvZ/B1k1dz8pGXFc8+d+KErdvkQrOriF2R/O4Jjb//d6YFMvY6b+GZ0xhIn1rv/BnDvBUQxGK0x4FbpOOOPhOQeOsP6O+2lzeDsAu3sPZ/QbzxGXELr3nPc2LOL5DX9D1Zag+nRc0vxunh57a0TOgNdUpL1/CyGEqD1JNkPInW8n7+XK8tnL2xM3MHLXXgWabfNxCj/aCRpIuzsTQ3rdy7xUr49jj69EdflIu7d3wEpzo43b5WTpe/9l04L/AeFfO7ln9Qq+f/NlnBX+taLj7nqADv0GhSWWQHK7PTz+2kek7WqGVtVSYiyk05UtuGpEeJ7bz6uOsvz9XcR5wIuKoU8Sv7utV1iTCq/bx3t/WYGt1MWYqV3pNKBuHY+3/zCLuSt24sSICSeXD+tO59E3BjjaGirOgi9uhaxV/tv9bocLngD9yV8Qrvr8O3xP/I0ERxkOrYGC2+5nzIO3hCFg2FeQw6R5D1KqbAWgiWYQH17xHE3iArdWNJQi6f1bCCFE3UiyGSKqT+X4W5txHSrF2D6BlFu71/mb/2hV8NEO7Jvz0TWJocm9vetcTus8UMLxtzajidXT7C8DGnQZ8pkUHjvC/Bef4fjhg6AoDLj8agZffWPYu8KW5OUy/+Vnf+2Ce9FlDL9par274IbLzqyjvPfaAloU+8tms5IPMe2B8WSkhrcZUn6Rnf/8aw3x+ZVltYlabv39eTRJDfwWQzWxc2U2C2ftIDbewM1PDkZby99tj6OCH959itV5/tdJuqGUiTfdRkLLrsEIt+a8blj0BCx/yX+7aU+4eiYkt/OXzf7h/2j73Ww0qBxLak7Ll16kQ/+e4YwYj9fLXfNfYGXRByiKD40nlaeG/pNLOp0X1rjqIlLev4UQQtSdJJshUvbTEUq+OYBirCyfTWz45bOn8la4/eW05W4s52cQf2HrOp2n5IeDlC3KwtwrleTrA7O1QjTZ8dNi/36XTod/v8t7HqJ1rz7hDquK1+Pmp4/fY938OUD99/cMl1nfLSbnm2Li3PF4FDfFvQp59PZrQlY2ey4+n48Zs7ZQviofHQoVWpX+N3Tk/CEZIY1DVVU+fWI1BUcrGHRFO/qMq13X6YJ9G/j84/fJ9vj/Pg9poTJq8nS0hgj6G7lnAcy5A2wFYLBQ0PdvrH7uW1of2QXA7n6jGfv6s8RYwpPsV+eTzct4as1fUHXFqD4dFzT9Hc+PuyOqymoj5f1bCCFE3UmyGQLuPBu5r2wAj4/EKzsQ2z+6PnQHkn1rPgUf7AClspw2o/bltHmvb8R1uIzEqzoQ26/xjKXb6WDRjP+wdfEPAGR07cHF9z5MXFJymCOr3r51q/ju9ZdwlJdhMMcw7s776DhwaLjDOie328Njr3xEsz3N0KCl2JRP96vbMGFIZHbaXbk2m6WzdmBxgw8Vba9E7rg9s9azi3WVtaOQr1/eiM6oZfJTgzHF1nwWe+v/3uHrVftwYcCMgytG9KbjyGuDGG09lB6Dz2+lfNU6jv2SgNepxa4zUHznQ4y6Z1K4o6vWwcI8bp73EMVsBCBF6ceHlz9Pc2tSeAOroUh4/xZCCFE/0fMVZ5RSfSpFs3eDx4exYyIx/ZqEO6SwMndPwZyZCioUzt6F6vbV6vE+hwdXVhkAxg4JQYgwMhUcOcyHf/69P9FUFAZNvJ6Jf30iYhNNgHZ9B3Dzs6/QvGMXXHYb8158hh/feQOPyxXu0M5o68Es/v7oh7TYk44GLVmpB5n617ERm2gCDDqvGXc8MZjSND0aFNRNxTzzl584mlMekutv/PEwAF0GN6txoum2lTLv1el8vioLFwZaGku587apkZtoAm5jCl+vyyRraTJepxZjgpsO1xoYdW3g9rANtNZJaSy9eRbDkm5BVTXkq2u4aPaVfLX9l3CHJoQQopGQmc0gK1uaRcn/DvrLZx/siy7BGPIYIs1vy2njRqSTcNG5txU4wb4tn4L3d6BLMdP04ehbg1QXW5f8yMJ338DjdBKbkMjF9z5My+7138MwVLweDys++4DVcz8HILV1W8Y/8EcSm0VGF9UT3pn3IwU/lBPrtuLWuCjvXcL0WyZGTNnsufh8PmZ9uI3S5XnoULBpVXpf054xI2pX1lobBcfK+eQfq0GBm/4xkPjUmHM+Jn/POmZ/+hG5HgugMixDw/mTpqPV124/y1A6susAW++8j1bZ/i1+cvtmMqz7GrTO46CPhUtfgF7XhTnKs/t863L+serPqLpCVFXLyNRbePmieyK6rDbc799CCCHqT5LNIHLnVpD77w3gUUmc2IHY8xpPyee52LcVUPD+dlAg9c5eGFvV7P9N0Vd7qfglm9hBzUic0D7IUYaXy2Fn4TtvsH3ZIgBa9sjk4nseIjah7vsXhtOBjev436v/wl5Wit5kZuzv7qHLkBHhDguHy83jL39I833paNBQZDpO7+vac8nAvuEOrU7WbsphwX+3Y60sq6VbPHfe1Qd9EMpqF72/gx3Ls2nbO5WL7jj3Hpib5v2H+esO4UZPLHauHN2fdsOuCnhcgbT8/Tnon3sCi8uGTW+i7J5HOP+O66EsB768HQ4s8x+YeRNc/E8wRM66zVMdKS7kxrkPUsh6ABLpw4cTXiAjITIrJCTZFEKI6CfJZpCoXpW8NzbiPlKOqVMiyVO6Nbrus+dS+OkubBvy0KWYaXJ/bxT9uWeQcp5fiyffTvLNXTB3C29H0GA6fvgg8198hsJjR1AUDYOvuZEBl1+NEsGzEDVRVpjPt688z5Ed/q0Zeowex8gpv0NvCM+M/6b9B5n95jKalfr3aj3c5AAPPTiRtITo3CrihOJSJ2++sAZLjr9kudiiYdKDfcloXvcth05lK3Xx3p9X4PX4uPLhPjRrn3DGY10VJfzvnafYUOjfK7O1qZSrJk/D0qxdwOIJNJfdwf8eeIyOS78G4EhqK9q/+jJtenX69SCfF5Y9D0ufAdUHqZ393WrTuoQn6Brw+Xw8+L/XWJj3DorGi+JJ4m/9n2JijyHhDu00kmwKIUT0k2QzWNddnEXp9wdRTFqaPtgXbbyUz57KZ3OT8+J6fGUu4oa1IOGStmc93lPsIOeZNaCB5n8bhMakC1GkoaOqKlsWfc/iGf/B43YRl5jEJfc9QnrX7uEOLWB8Xi8rv/iYX778FFSVlIxWXPrAn0hOD20X1be++oHSHx3EeOJwa5zYzytn+i1XhzSGYHvvo20ULstBj4JNo9JzYjvGjWodkHOvmreftd8cpEkbK1c90veMX6bl7fyF2bNnc9zrL5s9v7We4Tf9EU0Eb4dzaNtedt59Py1z9wOwe+jFjHvlCUwx5uofcOAn+OI2KM8BnRkufg563wQR/AXj3O2r+NvKP+HT5aOqGoYlT+a1Sx6IqLJaSTaFECL6SbIZBO6cyvJZr0ri1R2J7du4mwKdjX1nIQUzt/nLae/oibH1mWeUKtbkUPTFHgwtLaTdnRm6IEPEabOx4O1X2bXCX5bXOrMvF037PTHW6J5lO5NDmzfy7avPYyspRmc0MubWu+k2YnTQr2tzOPnHSx+TfjAdBQ2F5jz639CZcf0yg37tcNiwJY/v3t6K1QUqKt4uVu6e1rdeZbUel5dZf16Bo9zNBbd1o8N5p/+NU30+Nn79Jt9sPIoHPXGKnavGDqbN4An1eTpBt+zdzzG/+BRxbjvlejP2B//M8FsmnvuB5cdhzu9gn7/snR7XwKUvgjEuuAHXw7HSQm766g8cV1cDkKD24v3LXqB1UlqYI/OTZFMIIaKfJJsBpnp95L2+CffRckxdkkie1FXKZ8+hcPZubOty0SWbSLu/DxpD9eW0BR/vxL7pOJbRLYkfG7ymJ+GQe2Af8196huKcbBSNhqHXTaLf+Cujvmz2XCqKi/j2389xeOtmALqNGMPoW+5EbwrOHovrdu/nq7eX07TM35zocLOD/OGBq0mJD1x5aSQqK3fx+gtriDvmBKA4TsON9/ehdUbd/iZu++koSz7chSXJxE3/NxCN9uTXqbOskG/eeYbNxf6GQW3NpVw55T7imrSu1/MIJofNzvf3PUrHn78F4HCTtnR+/WVadavF2nCfD5a/CIueBNULye39ZbVNz72eNVx8Ph9/+OEtvs/+D4rGg+JNYHrfJ7i+V/jXU0uyKYQQ0U+SzUBfb+FhShccQjHr/OWz1sjtsBgpfHYPuS+uw1vqIm5IcxLGn76OS/WpZD/5C74Kj38GtE3DmO1TVZVNP3zLkvfexuvxYElO5ZL7H6FFp8hd8xVoPp+XVXM+Y+Xsj1FVH0ktMhj/wB9Jadk6oNd57fNvsS/xYvbE4tI4cA1w8MfJVwb0GpHuo892kLf4GHpVwa5R6XJ5Gy654Ozl66dSfSof/2MVRTk2hkxsT+aYlifdn7PtZ2Z/8RUFvjgUfIxsa2LojX9EE8FdfQ9s2sXee+4n/fghAHaPuIwLX3oco7mOX3ocWgmf3wJlx0BrhIuegb5TI7qs9ttd6/jzz4/g1eWhqhoGJt7Am5c+jC6M/98k2RRCiOgnyWYAuY6Vk/faRvCqJF3XiZjMyChFigaOXYXkz9gGQOrvemJse3Iy6TpaTt6/N6AYtDR/bCCKNvpn/Jy2Cn548xV2r1oOQNu+/bnwrgcwWxrnh6qsbZv55t/PU1FUiM5gZNTUO+g+cmy9KwPKHXb+78WPaXmoNQD5MbkMu7k7o3pH7mxTMG3afpxv3tpCvH+SE1fHOKbd0weDoWZroA9uyeeb1zZjMGmZ/PQQDGb/41Sfj3VzXuW7LXl40GFRbEy8cAStBlwSrKcSEEve+hjLq/8kxu2gzBCD6+FHGTrpivqfuKIAvroT9vzgv93tShj/Mpgi9/c7t7yEm+Y8Qo5vBQBWtTvvjX+Rdsnh6aQuyaYQQkQ/STYDRPX4yHttI+7sCkxdk0m+uYuUz9ZS0Rd7qFiTgzbJRJMHTi6nPbFfqalzEilTuoUxysDI2bub+S8/S0leLhqtluE3TqXPxRMa/WvGVlLMt6/+i0ObNwDQZej5jLntbgzmc+/fWJ1fduzh23dW0aS8OQCHmx/kjw9eQ5IlctfRhUJ5hYvXX1pLbJYDgOJYhevu6027VgnnfOxXL67n6K5iMse2ZMhV/hJTR8lx5r/7T7aW+Lf9aB9TxhVTHyQ2NT1oz6G+bOU2FtwznY6/+JPBQ83a0/3NV0jvVPN9f8/J54OVr8LCx8HngcQ2/rLa5pmBu0aA+Xw+/vzjO8w/+gaKxo3ijeehzMeZ3Cf466lPJcmmEEJEP0k2A6RkwSHKFh5GE6OjyYN90VqkfLa2fA4PuS+ux1viPG0fzePvbMG5p5j4S9tiGdoijFHWj6qqbPjf1yz9YAY+rwdrahMufeARmrXvdO4HNxKqz8fqr79g+afvo/p8JDZrwaUP/JG01rUr93z50/l4loHJG4NTa0cd5Oahmy4PTtBR6pMvdpL941EMqoJDo9JhfGsuu+jM25EcP1zGZ0+tQdEo3PzEICxJJrK3LGX2nHkUVpbNjukQy6DrHo7ostl9G3Zw4N77aZGfBcCeMVdx4fN/xWAKUtfwrNX+stqSLNAa4IInof/tEV1Wu2DPRv6w7A94dTmoqsJ58dfyn/F/xKALXRdwSTaFECL6SbIZAK6jleWzPpWk6zsT0ys1KNdpDBx7ish/x78HY8rtPTC1S0B1+zj6+Erw+GjyYB/0TSJ30/SzsZeX8f0bL7Nv7S8AtO83iHF33Y8ptnHPsp3JkZ3b+OaV5ygvyEer1zNy8u30HHPROWd/SyvsPPnSx7TMag3A8dgcRk3qzfBejWcdbG1s21XA3Dc2Ee+f5MTZLpZp9/fFWE1Z7YIZ29i9KpcO/ZowdmoX1nz+Mt9vL8SLlnilgomXjCHjvHEhfga1s+i190l441+YPU5KjbH4pj/OoOtCUOprK4S502CXvwERXcbDZa+COSH4166jAlsZN3z5R455fwIgzteFGZe+QOcQzVhLsimEENFPks16Uj0+8l7dgDvHhrlHCkk3dG70pZD1VTRnDxWrctAmGmnyQB9c2RWULzuC1+4h7Xc9o3J8j+3eyfyXn6Us/zhanY4RN99K5rhLo/K5hJKttITv33iJ/evXANBx0DAu+N09GGOq/8Lh5y07+XHmOlIrmgFwOP0gf3nweqyxZ9gfUQBgs7t57aW1xByyA1Aco3D1PZl0bJtYdYyjws03r28iZ18pl01rzYofXmdHmf+Lkk5xZUyY+hAxyc3DEn9N2MoqWHDXI3Rc69+a5GB6JzLfeoVm7Vqe45EBpKqw6k344a/gc0NCS5g4E9L7hi6GOvjrjzOZk/UKisYNXgsP9HyMW0PwpYIkm0IIEf2iItl87bXXeO6558jJyaFXr178+9//pn///jV6bDDerJwOJzq9Dofdjslsxl3qoOK7wySMb4c2LnLLZx12O3qDAbvdjtlsxu1yYTJH3odwn9NfTqtrEoNlYjv0Mb/G7HF7MAar1C1ATh1nR0UFC958iX3rVpPQpBmXPvBHmrStxXYKIeC0O9AZ9L+Os8td906cAab6fKz75it++ngWPq+XhCbNuHL63zEnJJ00zi6nixVz97NzaS4OrQ3tMB8PXHdZuMM/idNuR/ebmD0uF8YI+h38fO4uDn93BKOq4FBUxt/Xi5at49D/5rVRVlrG3C8+4sCRPDR4GdspnoHX/j6itulx2mzoDHqc5eUY4+Jw2xzseeJZdF9/gQ+F/RdezYXP/gW9MUx/r4+ug9lTofgQaPRw9UzcrUei0RtwVpRjjI3D53ajr+Na5WBYsn8LDy5+GI/uGKqqMK3bX5ja/VL0egOOinJMsXG43S5M5sBVnkiyKYQQ0S/ik81PP/2USZMm8eabbzJgwABeeuklZs+eza5du0hLO3e310C/Wbndbn7+6WdWrV6Fw+HAZDIxYMAAhg4dil6vr/f5g8Uf90+sWr3617j792fosGERGbfraDlKmjHqxvps47z+m7lkXnAxxpjI+QAJZ3hN9x/A0GGRNc7Hdu/km1f+SXJ6S8Y/9JczjvPSb7YR08HM4G6RtQ42Wn4Hd+4t5MvXNjH4vKYMuab9aTH379+fAQMG8PlHsxjTrxMtMkPfOOZsPC4Xq+Z8xobv5+GsqMAYG0vvC8czYMLV7PvDdIqHX8CAiReGO0ywF8PX94LHgefqD1j11Ww2fPdrzH0uHE//y69BZ4icLzCL7RXcOGc6rdI8vDz8RVafEnPvC8czIIAxS7IphBDRL+KTzQEDBtCvXz9effVVwN8pLyMjg3vvvZc//elP53x8IN+snA4nK1asYOmypafdN2L4CPr368dPX39er2sEw5DxV7Jm7VqWLVt22n0jhg/nvPPOY/m8L8MQ2ZkNu2wiq9esiaqxPtc49+vXjzULvwtDZGd23qgLK2OufpzPO+881i6KnJg9LhfnjR7Hhk2bz/p6zl97+vMJp5TzhrNm7bozx9y3L/nrTr8vXJxuHy0GjmTNuupfz8OHD2dA//4c3rwjDNGdWcsu7dj4w7f88uUnp9038MrryBx7MV6vJwyRnYGqotfB+h8X8MsX1cR81XX0GXcR7vzDYQjuzHxJ6Wxb8P0ZY+47/oqAzHBKsimEENEvdG3l6sDlcrFu3TqmT59e9TONRsOYMWNYuXJltY9xOp04nc6q26WlpQGLR6fXsWr1qmrvW7V6FUOGDmHz0TxsNlvArllfMTExjDKZWL16dbX3r1q9miFDh0ZU3DExMYwyGqJqrGs6zmt2H4iomIdcbGT1OcY50mIeYbGec5xnr90RUTE/MHRc9MU88qIzxrx69WpGDB/Oys/+S1H20RBHVz2zxcrtr77Lhu/nVXv/hu/n0X/CRN6+5xbsZYF7X6iPqpi/O0PM382j/2UTmfH0c1EV88Arrw1xVEIIISJVRCeb+fn5eL1emjRpctLPmzRpws6dO6t9zNNPP83jjz8elHgcdjsOh6P6+xwObDYblrg4bOXlQbl+XVhiY6moqDh33LGxERO3JS6uZjFH0FjXeJzjrNgq7CGOrnqWOGvDjTmSXs/R+DtYg5jtDgcp6a0oOZoV4uiqFxefiK20BGdFRbX3OysqsJWVYE1Jw32G5xVq1pS0msWclIC7vDi0wZ2BNenc4+yoqCA2PiG0gQkhhIhIEZ1s1sX06dP5/e9/X3W7tLSUjIyMgJzbZDZjMpmq/QBmMpmwWCzcdffdAblWIHm93nPHPW1aGCI7sxrFHGFjXbOY7wxDZGfWYGOOxtdzlMVsNpu57OE/hyGyM/N63BhjY6tNhIyxscQlJnHTMy+FPrCzqFHM/3w9DJGd2bliNsVG5/ZUQgghAi9y2gdWIyUlBa1WS25u7kk/z83NpWnTptU+xmg0YrVaT/oXKB63hwEDBlR734ABA/C4I2gt0G+4XS4GnKF774D+/XG7XCGO6Nyicayjcpxdbgb0P8M49x+Ax+UOcUTnFp3jfPaYPREYs9vljsJxdtP7wvHV3tf7wvER+Xr2ud30OUPMfS4cj88deTG73a6zjrPbHXmvDSGEEOER0TObBoOBvn37snDhQi6//HLA3yBo4cKF3HPPPSGPx2gyMnToUABWrYqeDqkms5mhw4YBRHwnzBOicayjcpzNJoYOqxznCO9Ge0J0jnP0xWwym6IuZmNMDAMuvwYgqF1SA0lvjqF/ZczrI7wb7Qkmc2zUjbMQQojwiPhutJ9++imTJ0/mrbfeon///rz00kt89tln7Ny587S1nNUJ6j6blR++omHvR/h1/8eq/UEjdJ/N34rGsY7Kca7cZ9Nhd2AymyJqn80zic5x9u+zeSLmSNtnszpROc4n9tmsTII8ThfGCC/tdNttaPS/xuxzu9AHcM/KYHDYKyr32azAFBsr+2wKIYQ4TcQnmwCvvvoqzz33HDk5OWRmZvLKK6+cscTyVPJmJYQQQkQfef8WQojoFxXJZn3Im5UQQggRfeT9Wwghol9ENwgSQgghhBBCCBGdJNkUQgghhBBCCBFwkmwKIYQQQgghhAg4STaFEEIIIYQQQgScJJtCCCGEEEIIIQJOkk0hhBBCCCGEEAEnyaYQQgghhBBCiICTZFMIIYQQQgghRMBJsimEEEIIIYQQIuB04Q4g2FRVBaC0tDTMkQghhBCipk68b594HxdCCBF9GnyyWVZWBkBGRkaYIxFCCCFEbZWVlREfHx/uMIQQQtSBojbwrwx9Ph/Hjh3DYrGgKErAzltaWkpGRgZZWVlYrdaAnVecTsY6NGScQ0PGOTRknEMjmOOsqiplZWU0b94cjUZW/QghRDRq8DObGo2G9PT0oJ3farXKB5kQkbEODRnn0JBxDg0Z59AI1jjLjKYQQkQ3+apQCCGEEEIIIUTASbIphBBCCCGEECLgJNmsI6PRyGOPPYbRaAx3KA2ejHVoyDiHhoxzaMg4h4aMsxBCiLNp8A2ChBBCCCGEEEKEnsxsCiGEEEIIIYQIOEk2hRBCCCGEEEIEnCSbQgghhBBCCCECTpJNIYQQQgghhBAB16iTzaeffpp+/fphsVhIS0vj8ssvZ9euXScd43A4mDZtGsnJycTFxXHVVVeRm5t70jH33Xcfffv2xWg0kpmZedp1lixZwoQJE2jWrBmxsbFkZmby4YcfBvOpRZRQjfNv7d27F4vFQkJCQoCfTeQK5Tirqsrzzz9Px44dMRqNtGjRgieffDJYTy2ihHKcv//+ewYOHIjFYiE1NZWrrrqKgwcPBumZRZ5AjPWmTZu4/vrrycjIwGw206VLF15++eXTrrVkyRL69OmD0Wikffv2zJw5M9hPL2KEapy//PJLxo4dS2pqKlarlUGDBvH999+H5DkKIYQIj0adbC5dupRp06bxyy+/sGDBAtxuNxdccAEVFRVVxzz44IPMmzeP2bNns3TpUo4dO8aVV1552rluueUWrr322mqvs2LFCnr27MkXX3zB5s2bmTp1KpMmTWL+/PlBe26RJFTjfILb7eb6669n2LBhAX8ukSyU43z//ffz3//+l+eff56dO3fy9ddf079//6A8r0gTqnE+cOAAEyZMYNSoUWzcuJHvv/+e/Pz8as/TUAVirNetW0daWhoffPAB27Zt4y9/+QvTp0/n1VdfrTrmwIEDXHLJJYwcOZKNGzfywAMPcNtttzWaRChU47xs2TLGjh3Lt99+y7p16xg5ciTjx49nw4YNIX2+QgghQkgVVfLy8lRAXbp0qaqqqlpcXKzq9Xp19uzZVcfs2LFDBdSVK1ee9vjHHntM7dWrV42udfHFF6tTp04NSNzRJtjj/Mgjj6g33XSTOmPGDDU+Pj7Q4UeNYI3z9u3bVZ1Op+7cuTNosUeTYI3z7NmzVZ1Op3q93qqfff3116qiKKrL5Qr8E4kC9R3rE+6++2515MiRVbcfeeQRtVu3bicdc+2116rjxo0L8DOIDsEa5+p07dpVffzxxwMTuBBCiIjTqGc2T1VSUgJAUlIS4P+m1u12M2bMmKpjOnfuTMuWLVm5cmW9r3XiOo1NMMd50aJFzJ49m9deey1wAUepYI3zvHnzaNu2LfPnz6dNmza0bt2a2267jcLCwsA+gSgRrHHu27cvGo2GGTNm4PV6KSkp4f3332fMmDHo9frAPokoEaixPvXv78qVK086B8C4cePq/Xc+WgVrnE/l8/koKytrtO+FQgjRGEiyWcnn8/HAAw8wZMgQunfvDkBOTg4Gg+G0dX9NmjQhJyenztf67LPPWLNmDVOnTq1PyFEpmONcUFDAlClTmDlzJlarNZBhR51gjvP+/fs5dOgQs2fP5r333mPmzJmsW7eOiRMnBvIpRIVgjnObNm344Ycf+POf/4zRaCQhIYEjR47w2WefBfIpRI1AjfWKFSv49NNP+d3vflf1s5ycHJo0aXLaOUpLS7Hb7YF9IhEumON8queff57y8nKuueaagMUvhBAisujCHUCkmDZtGlu3buXnn38O6nUWL17M1KlTefvtt+nWrVtQrxWJgjnOt99+OzfccAPDhw8P+LmjTTDH2efz4XQ6ee+99+jYsSMA77zzDn379mXXrl106tQp4NeMVMEc55ycHG6//XYmT57M9ddfT1lZGX/729+YOHEiCxYsQFGUgF8zkgVirLdu3cqECRN47LHHuOCCCwIYXcMRqnH+6KOPePzxx5k7dy5paWl1vpYQQojIJjObwD333MP8+fNZvHgx6enpVT9v2rQpLpeL4uLik47Pzc2ladOmtb7O0qVLGT9+PC+++CKTJk2qb9hRJ9jjvGjRIp5//nl0Oh06nY5bb72VkpISdDod7777bqCeRsQL9jg3a9YMnU5XlWgCdOnSBYDDhw/XL/goEuxxfu2114iPj+ef//wnvXv3Zvjw4XzwwQcsXLiQVatWBeppRIVAjPX27dsZPXo0v/vd73j00UdPuq9p06andQvOzc3FarViNpsD+2QiWLDH+YRPPvmE2267jc8+++y08mUhhBANS6NONlVV5Z577mHOnDksWrSINm3anHR/37590ev1LFy4sOpnu3bt4vDhwwwaNKhW11qyZAmXXHIJzz777FnLihqiUI3zypUr2bhxY9W/f/zjH1gsFjZu3MgVV1wRsOcTqUI1zkOGDMHj8bBv376qn+3evRuAVq1a1fNZRL5QjbPNZkOjOflPtFarBfyzy41BoMZ627ZtjBw5ksmTJ1e7Rc+gQYNOOgfAggULav13PlqFapwBPv74Y6ZOncrHH3/MJZdcEpwnJIQQInKEsztRuN11111qfHy8umTJEjU7O7vqn81mqzrmzjvvVFu2bKkuWrRIXbt2rTpo0CB10KBBJ51nz5496oYNG9Q77rhD7dixo7phwwZ1w4YNqtPpVFVVVRctWqTGxMSo06dPP+k6BQUFIX2+4RKqcT5VY+tGG6px9nq9ap8+fdThw4er69evV9euXasOGDBAHTt2bEifb7iEapwXLlyoKoqiPv744+ru3bvVdevWqePGjVNbtWp10rUaskCM9ZYtW9TU1FT1pptuOukceXl5Vcfs379fjYmJUf/whz+oO3bsUF977TVVq9Wq3333XUifb7iEapw//PBDVafTqa+99tpJxxQXF4f0+QohhAidRp1sAtX+mzFjRtUxdrtdvfvuu9XExEQ1JiZGveKKK9Ts7OyTzjNixIhqz3PgwAFVVVV18uTJ1d4/YsSI0D3ZMArVOJ+qsSWboRzno0ePqldeeaUaFxenNmnSRJ0yZUqj+fIklOP88ccfq71791ZjY2PV1NRU9bLLLlN37NgRomcafoEY68cee6zac7Rq1eqkay1evFjNzMxUDQaD2rZt25Ou0dCFapzP9JqfPHly6J6sEEKIkFJUVVXrNicqhBBCCCGEEEJUr1Gv2RRCCCGEEEIIERySbAohhBBCCCGECDhJNoUQQgghhBBCBJwkm0IIIYQQQgghAk6STSGEEEIIIYQQASfJphBCCCGEEEKIgJNkUwghhBBCCCFEwEmyKYSosdatW/PSSy+d9RhFUfjqq68AOHjwIIqisHHjxqDG9fe//53MzMygXkMIIYQQQtSOJJtCNBJTpkxBURQURcFgMNC+fXv+8Y9/4PF4gnbNjIwMsrOz6d69e8DO+dtk9oSHH36YhQsXBuwap8rPz6dp06Y89dRTp913zTXXMHDgQLxeb9CuL4QQQggRjXThDkAIEToXXnghM2bMwOl08u233zJt2jT0ej3Tp08PyvW0Wi1NmzYNyrl/Ky4ujri4uKCdPyUlhf/85z9cffXVjB8/nh49egAwe/Zs5s+fz4YNG9BqtQG9ptfrRVEUNBr5TlAIIYQQ0Uk+xQjRiBiNRpo2bUqrVq246667GDNmDF9//TUA559/Pg888MBJx19++eVMmTLlpJ+VlZVx/fXXExsbS4sWLXjttdfOeL3qymi3bdvGpZdeitVqxWKxMGzYMPbt2wfAmjVrGDt2LCkpKcTHxzNixAjWr19f9djWrVsDcMUVV6AoStXtU8tofT4f//jHP0hPT8doNJKZmcl33313WlxffvklI0eOJCYmhl69erFy5cozPpfLLruMG264gcmTJ+N2uzl+/DjTpk3jmWeeoVOnTsydO5c+ffpgMplo27Ytjz/++Emzxi+88AI9evQgNjaWjIwM7r77bsrLy6vunzlzJgkJCXz99dd07doVo9HI4cOHzxiPEEIIIUSkk2RTiEbMbDbjcrlq9ZjnnnuOXr16sWHDBv70pz9x//33s2DBgho99ujRowwfPhyj0ciiRYtYt24dt9xyS1VSVlZWxuTJk/n555/55Zdf6NChAxdffDFlZWWAPxkFmDFjBtnZ2VW3T/Xyyy/zr3/9i+eff57Nmzczbtw4LrvsMvbs2XPScX/5y194+OGH2bhxIx07duT6668/a1nxyy+/TEFBAf/3f//H3XffTffu3bn33nv56aefmDRpEvfffz/bt2/nrbfeYubMmTz55JNVj9VoNLzyyits27aNWbNmsWjRIh555JGTzm+z2Xj22Wf573//y7Zt20hLS6vRuAohhBBCRCRVCNEoTJ48WZ0wYYKqqqrq8/nUBQsWqEajUX344YdVVVXVESNGqPfff/9Jj5kwYYI6efLkqtutWrVSL7zwwpOOufbaa9WLLrqo6jagzpkzR1VVVT1w4IAKqBs2bFBVVVWnT5+utmnTRnW5XDWK2ev1qhaLRZ03b1615z/hscceU3v16lV1u3nz5uqTTz550jH9+vVT77777pPi+u9//1t1/7Zt21RA3bFjx1ljWrhwoarValWr1aoePHhQVVVVHT16tPrUU0+ddNz777+vNmvW7IznmT17tpqcnFx1e8aMGSqgbty48azXF0IIIYSIFrJmU4hGZP78+cTFxeF2u/H5fNxwww38/e9/r9U5Bg0adNrtc3WoPWHjxo0MGzYMvV5f7f25ubk8+uijLFmyhLy8PLxeLzabrVblpKWlpRw7dowhQ4ac9PMhQ4awadOmk37Ws2fPqv9u1qwZAHl5eXTu3PmM5x81ahQDBw4kMzOTVq1aAbBp0yaWL19+0kym1+vF4XBgs9mIiYnhxx9/5Omnn2bnzp2Ulpbi8XhOuh/AYDCcFJMQQgghRDSTZFOIRmTkyJG88cYbGAwGmjdvjk73658AjUaDqqonHe92uwN6fbPZfNb7J0+eTEFBAS+//DKtWrXCaDQyaNCgWpf61tRvk15FUQD/es9z0el0J41deXk5jz/+OFdeeeVpx5pMJg4ePMill17KXXfdxZNPPklSUhI///wzt956Ky6XqyrZNJvNVXEIIYQQQkQ7STaFaERiY2Np3759tfelpqaSnZ1dddvr9bJ161ZGjhx50nG//PLLabe7dOlSo+v37NmTWbNm4Xa7q53dXL58Oa+//joXX3wxAFlZWeTn5590jF6vP+s2I1arlebNm7N8+XJGjBhx0rn79+9fozhrq0+fPuzateuMY7tu3Tp8Ph//+te/qrrLfvbZZ0GJRQghhBAiUkiDICEE4C8P/eabb/jmm2/YuXMnd911F8XFxacdt3z5cv75z3+ye/duXnvtNWbPns39999fo2vcc889lJaWct1117F27Vr27NnD+++/z65duwDo0KED77//Pjt27GDVqlXceOONp82Gtm7dmoULF5KTk0NRUVG11/nDH/7As88+y6effsquXbv405/+xMaNG2scZ2397W9/47333uPxxx9n27Zt7Nixg08++YRHH30UgPbt2+N2u/n3v//N/v37ef/993nzzTeDEosQQgghRKSQZFMIAcAtt9zC5MmTmTRpEiNGjKBt27anzWoCPPTQQ6xdu5bevXvzxBNP8MILLzBu3LgaXSM5OZlFixZRXl7OiBEj6Nu3L2+//XbVLOc777xDUVERffr04eabb+a+++47rSPrv/71LxYsWEBGRga9e/eu9jr33Xcfv//973nooYfo0aMH3333HV9//TUdOnSo5ajUzLhx45g/fz4//PAD/fr1Y+DAgbz44otVazp79erFCy+8wLPPPkv37t358MMPefrpp4MSixBCCCFEpFDUUxdpCSGEEEIIIYQQ9SQzm0IIIYQQQgghAk6STSGEEEIIIYQQASfJphBCCCGEEEKIgJNkUwghhBBCCCFEwEmyKYQQQgghhBAi4CTZFEIIIYQQQggRcJJsCiGEEEIIIYQIOEk2hRBCCCGEEEIEnCSbQgghhBBCCCECTpJNIYQQQgghhBABJ8mmEEIIIYQQQoiAk2RTCCGEEEIIIUTA/T9z04crTQuTtgAAAABJRU5ErkJggg==\n" 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for cat in sorted(data[group[-2]].unique()):\n", - " sub_data = data[data[group[-2]]==cat]\n", - " sub_data = sub_data.complete({group[0]:range(int(data[group[0]].min()), int(data[group[0]].max()) + 1)}\n", - " ,group[-1],fill_value=0)\n", - " g=sns.lineplot(sub_data.sort_values(ascending=True, by=group[-1]),y=record_col,x=group[0],\n", - " hue=group[-1], marker=\"o\")\n", - " g.set(xticks=list(range(2012,2022+1,2)))\n", - " g.legend(title=None,bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0., ncols=math.ceil(len(g.legend_.texts)/12))\n", - " g.set_title(cat)\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "91d2cc8a", - "metadata": {}, - "source": [ - "## Collabs" - ] - }, - { - "cell_type": "markdown", - "source": [ - "### Country" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 14, - "outputs": [], - "source": [ - "wos_collabs = wos_addresses[wos_addresses[\"Country_Type\"]!=\"Other\"][[record_col,\"Country\"]].drop_duplicates()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "b3adb06a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": " Country count percent weight\n0 Germany 2309 0.233492 0.101095\n1 France 1632 0.165032 0.071454\n2 Italy 1260 0.127414 0.055166\n3 Netherlands 1063 0.107493 0.046541\n4 Spain 987 0.099808 0.043214\n5 Sweden 832 0.084134 0.036427\n6 Finland 700 0.070786 0.030648\n7 Denmark 566 0.057235 0.024781\n8 Ireland 552 0.055820 0.024168\n9 Belgium 499 0.050460 0.021848\n10 Poland 486 0.049146 0.021278\n11 Austria 373 0.037719 0.016331\n12 Portugal 365 0.036910 0.015981\n13 Greece 320 0.032359 0.014011\n14 Hungary 181 0.018303 0.007925\n15 Czech Republic 144 0.014562 0.006305\n16 Romania 133 0.013449 0.005823\n17 Slovenia 111 0.011225 0.004860\n18 Slovakia 75 0.007584 0.003284\n19 Lithuania 68 0.006876 0.002977\n20 Estonia 65 0.006573 0.002846\n21 Luxembourg 59 0.005966 0.002583\n22 Croatia 56 0.005663 0.002452\n23 Bulgaria 48 0.004854 0.002102\n24 Cyprus 35 0.003539 0.001532\n25 Latvia 20 0.002022 0.000876\n26 Malta 13 0.001315 0.000569", - "text/html": "
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Countrycountpercentweight
0Germany23090.2334920.101095
1France16320.1650320.071454
2Italy12600.1274140.055166
3Netherlands10630.1074930.046541
4Spain9870.0998080.043214
5Sweden8320.0841340.036427
6Finland7000.0707860.030648
7Denmark5660.0572350.024781
8Ireland5520.0558200.024168
9Belgium4990.0504600.021848
10Poland4860.0491460.021278
11Austria3730.0377190.016331
12Portugal3650.0369100.015981
13Greece3200.0323590.014011
14Hungary1810.0183030.007925
15Czech Republic1440.0145620.006305
16Romania1330.0134490.005823
17Slovenia1110.0112250.004860
18Slovakia750.0075840.003284
19Lithuania680.0068760.002977
20Estonia650.0065730.002846
21Luxembourg590.0059660.002583
22Croatia560.0056630.002452
23Bulgaria480.0048540.002102
24Cyprus350.0035390.001532
25Latvia200.0020220.000876
26Malta130.0013150.000569
\n
" - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "country_collab = wos_collabs[wos_collabs[\"Country\"]!=\"China\"][\"Country\"].value_counts().reset_index()\n", - "country_collab[\"percent\"] = country_collab[\"count\"]/wos_collabs[record_col].nunique()\n", - "country_collab[\"weight\"] = country_collab[\"count\"]/wos_collabs[record_col].size\n", - "country_collab" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "outputs": [ - { - "data": { - "text/plain": "
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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = country_collab\n", - "g = sns.barplot(data, x=\"count\", y=\"Country\", color=\"blue\")\n", - "g.set_xlim(0,2500)\n", - "g.set_ylabel(\"Country\")\n", - "g.set_xlabel(\"Number of co-publications\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 17, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = country_collab\n", - "data[\"percent_round\"] = (data[\"percent\"]*100).round(2)\n", - "g = sns.barplot(data, x=\"percent_round\", y=\"Country\", color=\"blue\")\n", - "g.set_xlim(0,25)\n", - "g.set_ylabel(\"Country\")\n", - "g.set_xlabel(\"Percentage of co-publications\")\n", - "for i in g.containers:\n", - " # g.bar_label(i,fmt='%.2f%%')\n", - " g.bar_label(i,fmt='%.2f')" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "#### Per year" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 18, - "outputs": [], - "source": [ - "wos_collabs = wos_addresses[wos_addresses[\"Country_Type\"]!=\"Other\"][[record_col,\"Country\"]].drop_duplicates()\n", - "wos_collabs_y = wos_collabs.merge(wos, on=record_col)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 19, - "outputs": [ - { - "data": { - "text/plain": " Publication Year Country count UT (Unique WOS ID) percent\n1 2012 Germany 15 40 0.375000\n2 2012 Italy 9 40 0.225000\n3 2012 France 9 40 0.225000\n4 2012 Spain 6 40 0.150000\n5 2012 Ireland 5 40 0.125000\n.. ... ... ... ... ...\n263 2022 Slovenia 13 2646 0.004913\n264 2022 Cyprus 10 2646 0.003779\n265 2022 Latvia 7 2646 0.002646\n266 2022 Malta 6 2646 0.002268\n267 2022 Bulgaria 5 2646 0.001890\n\n[257 rows x 5 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Publication YearCountrycountUT (Unique WOS ID)percent
12012Germany15400.375000
22012Italy9400.225000
32012France9400.225000
42012Spain6400.150000
52012Ireland5400.125000
..................
2632022Slovenia1326460.004913
2642022Cyprus1026460.003779
2652022Latvia726460.002646
2662022Malta626460.002268
2672022Bulgaria526460.001890
\n

257 rows × 5 columns

\n
" - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "countall = wos_collabs_y.groupby(\"Publication Year\", as_index=False)[record_col].nunique()\n", - "data = wos_collabs_y.groupby(\"Publication Year\", as_index=False)[\"Country\"].value_counts().merge(countall, on=\"Publication Year\")\n", - "data[\"percent\"] = data[\"count\"]/data[record_col]\n", - "data = data[data[\"Country\"]!=\"China\"]\n", - "data" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 20, - "outputs": [ - { - "data": { - "text/plain": "Text(0.5, 1.0, 'Number of co-publications per year')" - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10,10))\n", - "g = sns.heatmap(pd.pivot_table(data,columns=\"Publication Year\", index=\"Country\", values=\"count\").fillna(0).astype(int),\n", - " annot=True, fmt=\".0f\",linewidth=.5)\n", - "g.set_title(\"Number of co-publications per year\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 21, - "outputs": [ - { - "data": { - "text/plain": "Text(0.5, 1.0, 'Percentage of co-publications related to country per year')" - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(10,10))\n", - "g = sns.heatmap(pd.pivot_table(data,columns=\"Publication Year\", index=\"Country\", values=\"percent\").fillna(0)*100,\n", - " annot=True, fmt=\".2f\",linewidth=.5)\n", - "g.set_title(\"Percentage of co-publications related to country per year\")" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 22, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "g=sns.lineplot(data,x=\"Publication Year\",y=\"count\",hue=\"Country\", marker=\"o\")\n", - "g.set(xticks=list(range(2012,2022+1,2)))\n", - "g.set_ylabel(\"Number of co-publications\")\n", - "g.legend(title=None,bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0., ncols=math.ceil(len(g.legend_.texts)/5))" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 23, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\radvanyi\\Anaconda3\\envs\\MOME_BIGDATA\\lib\\site-packages\\seaborn\\utils.py:456: MatplotlibDeprecationWarning: The legendHandles attribute was deprecated in Matplotlib 3.7 and will be removed two minor releases later. Use legend_handles instead.\n", - " handles = old_legend.legendHandles\n" - ] - }, - { - "data": { - "text/plain": "
", - "image/png": 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ncOzYsQLbs2rVKsycOROnT5+ustP0VCUBAQFQUVFBaGgotm7diqSkJHTq1AnNmzfH1atXcfLkSSQkJOD777//YB3Z2dlYvHgxrl+/jiNHjiA2Nhbu7u4Fys2ZMwe+vr64evUqlJSU5I57Bw4cgI+PD5YtW4arV6/C2Ni4wI949PFKetwCCp6bHD58GJMmTcLUqVNx69YtjB49GsOGDcP58+eFdRQUFLBhwwbcvn0bAQEBOHfuHKZPnw4gf+qzdevWQUtLSzgeent7F9rPouqhyicSiRAQEIDw8HBs2LABQP4g2nr16glJ6+LObWQWLFiAuXPn4t9//4WSkhIGDhyI6dOnY/369fj777/x4MEDuUQ4kL//j4qKQkhICH799VccOnQICxcuFJZPnz4dv//+OwICAvDvv//C0tISLi4ucsevknjw4AF+//13HDp0CJGRkcjNzUWfPn0gFotx5coVbNu2DXPmzPmYl7BQlXqN086dOz+4zMTEBBcuXCi2DjMzswLTf7zP2dkZERERpe4fERER0efs2LFjwnQCb9++hbGxMY4dO/bR87f+/PPP8PDwwLBhwwAA8+fPx+nTp+VGAnXq1ElunW3btkFHRwcXLlxAz549hecHDhwo1AMADx8+lFuvXr16cl/sJkyYgFOnTuHAgQNo3br1R/WfPt2DBw8glUphY2NTZDk1NTXh/jIxMTHw9PTEsmXL0LVrVwD5X9h8fX3x7bffAsgfiHLnzh3873//w9ChQ7Fv3z68fPkS4eHh0NPTA4ACCdm8vDz4+/tDU1MTADB48GAEBwcLo+M+pH79+gAgjJ7+5ptvhO1Zvnw5Bg0aJNwYy8rKChs2bECHDh2wZcsWYdRR27ZtMXPmTABAo0aNEBoairVr1wrbV1ILFiwQ1gkICED9+vVx+PDhIpNkMkuWLMHUqVMxadIk4blWrVqVqn0CbGxscOPGDVy8eBFhYWF48eKFcFXv6tWrceTIEfz2228YNWoUgJLFnYODA+bOnQsg/+rjFStWwMDAACNHjgSQv+/csmULbty4gS+//BLKyspyyQcLCwtcvnwZBw4ckIsFdXV17Nixo9DLtWfMmIE9e/bgwoULaNy4cRm/Sp8nKysrrFq1Sni8ZMkSNG/eHMuWLROe27VrF0xMTHDv3j00atSoQB3vJp8bNGiADRs2oFWrVkhNTZWbzmfp0qXo0KEDAGDmzJlwdXVFRkYGVFVVsW7dOnh4eMDDw0Pox9mzZznauoyU9LgFFDw3kc17P27cOAAQRmavXr1auEfCuzdSNDc3x5IlSzBmzBhs3rwZKioq0NbWhkgkKnYKtKLqoaqhXr16+N///ochQ4YgPj4ex48fR0REhDC9VHHnNjLe3t7CQNtJkyZhwIABCA4OFn7Y9/DwEK4AklFRUcGuXbsgFovRuHFjLFq0CNOmTcPixYuRnp6OLVu2wN/fH927dwcAbN++HWfOnMHOnTsxbdq0Em9jVlYWdu/eLUxfc/LkScTExCAkJESI4aVLl5b6fOdDeEcJIiIiohqqY8eOiIyMRGRkJMLCwuDi4oLu3bvj8ePHH1VfdHR0gYTx+48TEhIwcuRIWFlZQVtbG1paWkhNTS0wj3bLli2LbCs3NxeLFy+Gvb099PT0oKGhgVOnTlW5+bhrGtklsSWVnJyMnj17wtXVVfjS9PbtW8TExMDDw0OYp1lDQwNLlixBTEwMgPypapo3by4krAtjbm4uJA6B/PvivHtZ/of8/fffuHbtGvz9/dGoUSNs3bpVWHb9+nX4+/vL9cvFxQV5eXl49OiRUO79++c4OTkhKiqqZC/Ke+vJ6OnpwdraukT1vHjxAs+fP+do2jIglUohEolw/fp1pKamQl9fX+79f/TokRCXQMni7t2b3SoqKkJfX1/uZp916tQBALn1Nm3ahBYtWsDQ0BAaGhrYtm1bgf2dvb19oQlrX19fbN++HRcvXmTCuhRatGgh9/j69es4f/683PsvS3S+GwPvunbtGnr16gVTU1NoamoKien337t3Y0J2Dy/Z+x8VFYUvvvhCrjzv0VV2SnPcev/cJCoqSkgkyrRt21ZuP3327Fl07twZ9erVg6amJgYPHoxXr14JV1KUVFnVQ+WrX79+6Nu3L1asWIHVq1fDysoKQMnObWTe3R/IjgfvHyPeP644ODhALBYLj52cnJCamoonT54gJiYG2dnZcrGqrKyM1q1bl/rcxMzMTG6+9ejoaJiYmMj96FKWg0eq190kiIiIiKjMqKury41O3bFjB7S1tbF9+3Z8/fXXAOS/zJV0WoKiDB06FK9evcL69ethZmaGWrVqwcnJSW7ePVnfivLTTz9h/fr1WLdunTDHo5eXV4F6qGJZWVlBJBKV6GaLubm56N+/P7S0tLBt2zbhednI/O3btxdI1CgqKgKAMEq7KO/fIEskEslNH/IhFhYW0NHRgbW1NV68eIH+/fvjr7/+Evo2evRoTJw4scB6pqamxdYNQLiSoaw/W+8qyetDJRMVFQULCwukpqbC2Ni4wLzjgPz0ASWJu8LKvPucbA5R2XqBgYHw9vaGr68vnJycoKmpiZ9++qnAHO4f2m+2a9cOQUFBOHDggHAFABXv/dczNTUVvXr1wsqVKwuUlSWa3/X27Vu4uLjAxcUFe/fuhaGhISQSCVxcXAocq4p6/6l8lea4Vdy5yftiY2PRs2dPjB07FkuXLoWenh4uXrwIDw8PZGVlySUZK6Ie+ngKCgoFfuAo7NidlpaGa9euQVFREffv3xeeL8m5jUxh+4P3nyvr/UNJt6+0n4FPxZHWRERERAQg/yRYQUEB6enpwiiKuLg4Yfm7N44rjLW1tdxNXQAUeBwaGoqJEyeiR48ewg3iirqJ1YeEhoaid+/e+PHHH+Hg4IAGDRrg3r17pa6Hypaenh5cXFywadMmuZsTyrx7Y8/Jkyfj5s2bOHLkiDCtBpA/gqhu3bp4+PAhLC0t5f4sLCwA5I9CioyMLPVcjKXl6emJW7du4fDhwwAAR0dH3Llzp0C/LC0t5Ua4ym7c9e5jW1tbACjVZ+vdel6/fo179+4J9RRFU1MT5ubmvNneJzp37hxu3rwJNzc3ODo6Ij4+HkpKSgXeewMDg3LtR2hoKNq0aYNx48ahefPmsLS0/ODI3sK0bt0aJ06cwLJly7B69epy7OnnzdHREbdv34a5uXmBGCgskXP37l28evUKK1asQLt27WBjY1Oiqz3eZ2trW+AHivf3MfTxSnPcep+trS1CQ0PlngsNDYWdnR2A/JH2eXl58PX1xZdffolGjRrh+fPncuVVVFSQm5tbZB9LUg+VL0NDQ7x580YuRgo7dk+dOhUKCgo4ceIENmzYgHPnzgEo2bnNp7h+/TrS09OFx//88w80NDRgYmIi3Cj03VjNzs5GeHi4EKsl3b73WVtb48mTJ0hISBCee//c/1NwpDURERFRObkb/6xKt5OZmYn4+HgA+QmxjRs3CiPJLC0tYWJiAh8fHyxduhT37t2Dr69vkfVNmDABI0eORMuWLdGmTRvs378fN27cQIMGDYQyVlZW2LNnD1q2bImUlBRMmzbto0aFWllZ4bfffsOlS5egq6uLNWvWICEhQTj5/tzFPkmqsu1s2rQJbdu2RevWrbFo0SI0bdoUOTk5OHPmDLZs2YKoqCj4+flh8+bNOHz4MEQikRCHsstlFy5ciIkTJ0JbWxvdunVDZmYmrl69itevX2PKlCkYMGAAli1bhj59+mD58uUwNjZGREQE6tatW6aXzYvFYowcORILFixAnz59MGPGDHz55ZcYP348RowYAXV1ddy5cwdnzpzBxo0bhfVCQ0OxatUq9OnTB2fOnMHBgwcRFBQEIH8U9JdffokVK1bAwsICL168EOY3ft+iRYugr6+POnXqYM6cOTAwMECfPn1K1HcfHx+MGTMGtWvXRvfu3fHmzRuEhoZiwoQJn/y6lFZSbOkTdRXdjmx/mJubi4SEBJw8eRLLly9Hz549MWTIECgoKMDJyQl9+vTBqlWrhKRRUFAQ+vbtW+yURp/CysoKu3fvxqlTp2BhYYE9e/YgPDy8VImONm3a4Pjx4+jevTuUlJTk5setSK8fx1bbdjw9PbF9+3YMGDAA06dPh56eHh48eIDAwEDs2LGjwGhJU1NTqKio4Oeff8aYMWNw69YtLF68uNTtTpo0Ce7u7mjZsiXatm2LvXv34vbt23LH1qou/ml0lW6nJMetwkybNg3ff/89mjdvji5duuDPP//EoUOHcPbsWQD591rIzs7Gzz//jF69egk39XyXubk5UlNTERwcLEzx8P7I6ZLUU11Ev6yYWPiUdpKTkwskbO3s7CAWizF79mxMnDgRV65cKTCvdFBQEHbt2oXLly/D0dER06ZNw9ChQ3Hjxg3o6uoWe27zKbKysuDh4YG5c+ciNjYWCxYswPjx46GgoAB1dXWMHTsW06ZNg56eHkxNTbFq1SqkpaUJc+V/8cUXxW5fYbp27YqGDRti6NChWLVqFd68eSOc08hGiX8SKRUrOTlZCkCanJxc2V0hIiKqFp49eya9fv16if+ePXtW5n2oiON3enq69M6dO9L09HS55x8/fiwVq6lJAVTYn1hNTfr48eMS933o0KFy62tqakpbtWol/e2334QyFy9elNrb20tVVVWl7dq1kx48eFAKQPro0SOpVCqV+vn5SbW1teXqXbRokdTAwECqoaEhHT58uHTixInSL7/8Ulj+77//Slu2bClVVVWVWllZSQ8ePCg1MzOTrl27VigDQHr48GG5es+fPy8FIH39+rVUKpVKX716Je3du7dUQ0NDWrt2bencuXOlQ4YMkfbu3bvEr0F19PjxY6lYXMGxJS5dbEmlUunz58+lnp6eUjMzM6mKioq0Xr160m+++UZ6/vx5qVRaMP5kfwsWLBDq2Lt3r7RZs2ZSFRUVqa6urrR9+/bSQ4cOCctjY2Olbm5uUi0tLalYLJa2bNlSeuXKFalUKpUuWLBA6uDgINentWvXSs3MzD7Y5/djTEYikUiVlJSk+/fvl0qlUmlYWJi0a9euUg0NDam6urq0adOm0qVLlwrlzczMpAsXLpT269dPKhaLpUZGRtL169fL1Xnnzh2pk5OTVE1NTdqsWTPp6dOnpQCE10fWlz///FPauHFjqYqKirR169bS69evC3W8//krbJu3bt0qtba2liorK0uNjY2lEyZM+OD2l4fHjx9L1So4XtU+Il7fjUclJSWpoaGhtEuXLtJdu3ZJc3NzhXIpKSnSCRMmSOvWrStVVlaWmpiYSAcNGiSVSCRSqbRkcdehQwfppEmT5Mq8vw+USuX3gxkZGVJ3d3eptra2VEdHRzp27FjpzJkz5doaOnRoofu/9+u+cOGCVF1dXbphw4aSvjxlIj8WxBUcC+JSHxdlr2Fh75NUKpXeu3dP2rdvX6mOjo5UTU1NamNjI/Xy8pLm5eUVut6+ffuk5ubm0lq1akmdnJykR48elQKQRkRESKXSwvc7ERERcsdaqVQqXbp0qXBsHTp0qHT69OkFYq0qqg7vu0xxx63Czk2kUql08+bN0gYNGkiVlZWljRo1ku7evVtu+Zo1a6TGxsZSNTU1qYuLi3T37t0F3vMxY8ZI9fX15Y6D7392S1JPVZZ/blyxsSBWK30sfOj8xMPDQ3r48GGppaWlVE1NTdqzZ0/ptm3bpEB+WvXFixfSOnXqSJctWybUlZWVJW3RooX0+++/F54r6tzm0aNHcvsHqbTwfcT7x3/Zvmv+/PlSfX19qYaGhnTkyJHSjIwMoUx6erp0woQJUgMDA2mtWrWkbdu2lYaFhclte1HbJ5UWfoyTSqXSqKgoadu2baUqKipSGxsb6Z9//ikFID158mShr/GHvj8VRiSVlvJuKTVQSkoKtLW1kZycDC0trcruDhERUZWWkpICozp1kF6Ku9qrqaoiPiGhTI+zFXH8zsjIwKNHj2BhYSE3vQGQf5Olj5n24mMZGBiUeE7ditS1a1cYGRlhz549ld2VzwZjq2ozNzeHl5dXpY1krWoYryTDWKiZ+L6TDGOhZggNDcVXX32FBw8eoGHDhgWWF/X96X2cHoSIiIjKVFpaGtIzMnBy0ijoaxR/s45XqW/Rbf02pKWlfVY/Dpuamta4E+W0tDRs3boVLi4uUFRUxK+//oqzZ8/izJkzld21z0pNjC2qvhivJMNYqJn4vpMMY+HzdPjwYWhoaMDKygoPHjzApEmT0LZt20IT1qXFpDURERGVC1vjOjDS1iy2XHzymwroDVUEkUiE48ePY+nSpcjIyIC1tTV+//13dOnSpbK7RkREREREZezNmzeYMWMGJBIJDAwM0KVLl2Lvg1NSTFoTERERUZlQU1MTbj5EVFPFxsZWdheIiIiIKsSQIUMwZMiQcqlboVxqJSIiIiIiIiIiIiL6CExaExEREREREREREVGVwaQ1EREREREREREREVUZTFoTERERERERERERUZXBpDURERERERERERERVRlKld0BIiIios+RRCJBYmJihbVnYGAAU1PTCmuPKg9ji6oTxivJMBZqJr7vJMNYoNJi0pqIiIiojEkkEtja2CAtPb3C2hSrqSHq7t0qd3Lu4+ODI0eOIDIysrK78lmQSCSwtbVBWloFxpZYDVFRFRNb/v7+8PLyQlJSUrm2ExsbCwsLC0RERKBZs2bl2lZNJpFIYGNrg/QKjFc1sRruVlC8lrXPOS7zY8EW6WlpFdammliMu1FR1TIWPhf550O2SEuvuPddrCZG1F2+71XN5xILIpEIhw8fRp8+fcqszuI4OzujWbNmWLduXaHL3d3dkZSUhCNHjlRYnyoKk9ZEREREZSwxMRFp6enwH/YDbIxql3t7d+NfwN0vEImJiaU6MX/58iXmz5+PoKAgJCQkQFdXFw4ODpg/fz7atm1bJn3z9vbGhAkTyqQu+v+xlZaOmdM7wtREp9zbkzxJwopV50sVW+7u7ggICAAAKCsrw9TUFEOGDMHs2bOhpMSvHzVJYmIi0tPS0Wn+KOiYGZd7e0mP43Bu0bZS7wsB4PLly/jqq6/QrVs3BAUFlVmfSvNDjImJCeLi4mBgYFBm7VcV+bGQhi6zl0HXtEG5t/da8hBnl80u9b6rsMRPSEgIOnbsiNevX0NHR6fsO/sZyz8fSoP3xF0wqWdd7u09eRaN1RuGf9Q+ID4+HkuXLkVQUBCePXuG2rVro1mzZvDy8kLnzp3Lqcc1hywWdg1YA5valuXe3t0XDzD81ylV8ty4rK1fvx5SqbSyu1EueNZIREREVE5sjGqjuWn9yu7GB7m5uSErKwsBAQFo0KABEhISEBwcjFevXpVZGxoaGtDQ0Ciz+iifqYkOrKyqbmKrW7du8PPzQ2ZmJo4fPw5PT08oKytj1qxZld01qgQ6ZsYwtDav7G4UaefOnZgwYQJ27tyJ58+fo27duhXaflZWFlRUVGBkZFSh7VY0XdMGMGxkW9nd+Czl5uZCJBJBQaHq3brMpJ41LBs0r+xufFBsbCzatm0LHR0d/PTTT7C3t0d2djZOnToFT09P3L17t1zalX3uaxKb2pZoXr9JZXfjgyri3LisaWtrV3YXyk3V25sRERERUblLSkrC33//jZUrV6Jjx44wMzND69atMWvWLHzzzTcA8i+B3LJlC7p37w41NTU0aNAAv/32m1w9M2bMQKNGjSAWi9GgQQPMmzcP2dnZwnIfHx+5y9zd3d3Rp08frF69GsbGxtDX14enp6fcOlT91apVC0ZGRjAzM8PYsWPRpUsXHD16FK9fv8aQIUOgq6sLsViM7t274/79+x+sJyYmBr1790adOnWgoaGBVq1a4ezZs3JlzM3NsWzZMgwfPhyampowNTXFtm3b5MqEhYWhefPmUFVVRcuWLREREVEu203VU2pqKvbv34+xY8fC1dUV/v7+wjJ/f/8Co2uPHDkCkUgkPL5+/To6duwITU1NaGlpoUWLFrh69SpCQkIwbNgwJCcnQyQSQSQSwcfHB0B+3C5evBhDhgyBlpYWRo0ahdjYWIhEImE6pdzcXHh4eMDCwgJqamqwtrbG+vXry/nVoKK8f0wDgHXr1sHc3Fx4XJLjXFxcHFxdXaGmpgYLCwvs27cP5ubmcpf/r1mzBvb29lBXV4eJiQnGjRuH1NRUYbksNo8ePQo7OzvUqlULFy9ehLKyMuLj4+X66OXlhXbt2pXpa/E5GTduHEQiEcLCwuDm5oZGjRqhcePGmDJlCv755x8MHz4cPXv2lFsnOzsbtWvXxs6dOwHkT+Ewfvx4jB8/Htra2jAwMMC8efPkRsAW9rkPCQmBSCSSuxojMjISIpEIsbGxAIDHjx+jV69e0NXVhbq6Oho3bozjx4+X++tS05Tk3Ph9N2/eRKdOnaCmpgZ9fX2MGjVK+JyePn0aqqqqBa60mTRpEjp16gQAePXqFQYMGIB69epBLBbD3t4ev/76a5H9DAoKgra2Nvbu3Qvg//Y5MidPnsRXX30FHR0d6Ovro2fPnoiJifnIV6VyMWlNREREVAPJRkAfOXIEmZmZHyw3b948uLm54fr16xg0aBB++OEHREVFCcs1NTXh7++PO3fuYP369di+fTvWrl1bZNvnz59HTEwMzp8/j4CAAPj7+8sliejzo6amhqysLLi7u+Pq1as4evQoLl++DKlUih49enzwR4vU1FT06NEDwcHBiIiIQLdu3dCrVy9IJBK5cr6+vkIyety4cRg7diyio6OFOnr27Ak7Oztcu3YNPj4+8Pb2LvdtpurjwIEDsLGxgbW1NX788Ufs2rWrVJdaDxo0CPXr10d4eDiuXbuGmTNnQllZGW3atMG6deugpaWFuLg4xMXFycXe6tWr4eDggIiICMybN69AvXl5eahfvz4OHjyIO3fuYP78+Zg9ezYOHDhQJttN5ae449yQIUPw/PlzhISE4Pfff8e2bdvw4sULuToUFBSwYcMG3L59GwEBATh37hymT58uVyYtLQ0rV67Ejh07cPv2bbRs2RINGjTAnj17hDLZ2dnYu3cvhg8fXq7bXF39999/OHnyJDw9PaGurl5guY6ODkaMGIGTJ08iLi5OeP7YsWNIS0tD//79hecCAgKgpKSEsLAwrF+/HmvWrMGOHTvk6ivuc18YT09PZGZm4q+//sLNmzexcuVKXsVWDkp6bizz9u1buLi4QFdXF+Hh4Th48CDOnj2L8ePHAwA6d+4MHR0d/P7778I6ubm52L9/PwYNGgQAyMjIQIsWLRAUFIRbt25h1KhRGDx4MMLCwgptc9++fRgwYAD27t0r1FFYv6ZMmYKrV68iODgYCgoK6Nu3L/Ly8kr7klQ6Tg9CREREVAMpKSnB398fI0eOxNatW+Ho6IgOHTrghx9+QNOmTYVy/fr1w4gRIwAAixcvxpkzZ/Dzzz9j8+bNAIC5c+cKZc3NzeHt7Y3AwMACX6zfpauri40bN0JRURE2NjZwdXVFcHAwRo4cWU5bS5VFKpUiODgYp06dQvfu3XHkyBGEhoaiTZs2AIC9e/fCxMQER44cQb9+/Qqs7+DgAAcHB+Hx4sWLcfjwYRw9elT4UggAPXr0wLhx4wDkj/5fu3Ytzp8/D2tra+zbtw95eXnYuXMnVFVV0bhxYzx9+hRjx44t562n6mLnzp348ccfAeRPbZOcnIwLFy7A2dm5ROtLJBJMmzYNNjY2AAArKythmba2NkQiUaHTfnTq1AlTp04VHstGVcooKytj4cKFwmMLCwtcvnwZBw4cwPfff1/SzaNSOHbsWIFkYG5ubqnrKeo4d/fuXZw9exbh4eFo2bIlAGDHjh1ycQPkj46WMTc3x5IlSzBmzBjh+AvkJ6Q3b94st5/08PCAn58fpk2bBgD4888/kZGRwZj5gAcPHkAqlQqf38K0adMG1tbW2LNnj3B+4+fnh379+snFi4mJCdauXQuRSARra2vcvHkTa9eulTu/ef9z/+TJk2L7KJFI4ObmBnt7ewBAgwblPy98TVTSc2OZffv2ISMjA7t37xZ+8Ni4cSN69eqFlStXok6dOvjhhx+wb98+eHh4AACCg4ORlJQENzc3AEC9evXkfsycMGECTp06hQMHDqB169Zy7W3atAlz5szBn3/+iQ4dOnxwO2R1y+zatQuGhoa4c+cOmjSpulOzFIYjrYmIiIhqKDc3Nzx//hxHjx5Ft27dEBISAkdHR7nRYE5OTnLrODk5yY203r9/P9q2bQsjIyNoaGhg7ty5BUbBvq9x48ZQVFQUHhsbGxcYYUbVmyzxo6qqiu7du6N///5wd3eHkpISvvjiC6Gcvr4+rK2t5WLqXampqfD29oatrS10dHSgoaGBqKioAjH27pdJWYJQFlNRUVFo2rQpVFVVhTLvxzXVXNHR0QgLC8OAAQMA5Cct+vfvL1zyXxJTpkzBiBEj0KVLF6xYsaLEl2HLEpZF2bRpE1q0aAFDQ0NoaGhg27Ztxe5j6eN17NgRkZGRcn/vj5QtiaKOc9HR0VBSUoKjo6Ow3NLSErq6unJ1nD17Fp07d0a9evWgqamJwYMH49WrV0hLSxPKqKioFEimubu748GDB/jnn38A5E8j8v333xc6iphQ4qsqRowYAT8/PwBAQkICTpw4UWD0+pdffik3dZCTkxPu378v98NHST7375s4cSKWLFmCtm3bYsGCBbhx40ap66CSKcm5sUxUVBQcHBzkPltt27ZFXl6ecLXXoEGDEBISgufPnwPI/7He1dVVmHYqNzcXixcvhr29PfT09KChoYFTp04V2M//9ttvmDx5Ms6cOVNkwhoA7t+/jwEDBqBBgwbQ0tISpi+qjscOJq2JiIiIajBVVVV07doV8+bNw6VLl+Du7o4FCxaUaN3Lly9j0KBB6NGjB44dO4aIiAjMmTMHWVlZRa6nrKws91gkElXLSxbpw2SJn/v37yM9PR0BAQFyX+RLytvbG4cPH8ayZcvw999/IzIyEvb29gVijDFFH2vnzp3IyclB3bp1oaSkBCUlJWzZsgW///47kpOToaCgUCCp9f50Nj4+Prh9+zZcXV1x7tw52NnZ4fDhw8W2XVwSMTAwEN7e3vDw8MDp06cRGRmJYcOGFbuPpY+nrq4OS0tLub969eoJy0sSD8Cn75NiY2PRs2dPNG3aFL///juuXbuGTZs2AYDc+6+mplZg31q7dm306tULfn5+H0yu0v+xsrKCSCQq9maLQ4YMwcOHD3H58mX88ssvsLCw+Kh5wt//3MtunPluXL0fUyNGjMDDhw8xePBg3Lx5Ey1btsTPP/9c6rapZD7l3Ph9rVq1QsOGDREYGIj09HQcPnxYblqPn376CevXr8eMGTNw/vx5REZGwsXFpcB+vnnz5jA0NCzR9FW9evXCf//9h+3bt+PKlSu4cuUKAFTLYweT1kREREQksLOzw9u3b4XHspFa7z62tbUFAFy6dAlmZmaYM2cOWrZsCSsrKzx+/LhC+0tVkyzxY2pqCiWl/BkJbW1tkZOTI3x5AvJvQBQdHQ07O7tC6wkNDYW7uzv69u0Le3t7GBkZFZhCoTi2tra4ceMGMjIyhOfej2uqmXJycrB79274+vrKjay9fv066tati19//RWGhoZ48+aN3H5RdqPEdzVq1AiTJ0/G6dOn8e233wojMlVUVD5qegkAwlQ648aNQ/PmzWFpaVltb6b1uTA0NER8fLxc0qiweCiKtbU1cnJy5G4I++DBA7x+/Vp4fO3aNeTl5cHX1xdffvklGjVqJIzULIkRI0Zg//792LZtGxo2bIi2bduWqo81iZ6eHlxcXLBp0ya5z7mM7CZ6+vr66NOnD/z8/ODv749hw4YVKPvu8Q3IP9ZYWVnJjbp/n6GhIQDIzZddWEyZmJhgzJgxOHToEKZOnYrt27eXZPOoDLx/bixja2uL69evyy0LDQ2FgoICrK2thecGDRqEvXv34s8//4SCggJcXV3lyvfu3Rs//vgjHBwc0KBBA9y7d69AWw0bNsT58+fxxx9/YMKECR/sq+y8au7cuejcuTNsbW3l9i3VDee0JiIiIiond+MrZsqLj2nn1atX6NevH4YPH46mTZtCU1MTV69exapVq9C7d2+h3MGDB9GyZUt89dVX2Lt3L8LCwoTL5q2srCCRSBAYGIhWrVohKCioRKML6dNJniRVu3asrKzQu3dvjBw5Ev/73/+gqamJmTNnol69enIx9/46hw4dQq9evSASiTBv3rxSj6AeOHAg5syZg5EjR2LWrFmIjY3F6tWry2KTqISSHscVX6gS2jl27Bhev34NDw8PaGtryy1zc3PDzp07cerUKYjFYsyePRsTJ07ElStX5C4TT09Px7Rp0/Ddd9/BwsICT58+RXh4uDCnqLm5OVJTUxEcHAwHBweIxWKIxeIS9c/Kygq7d+/GqVOnYGFhgT179iA8PBwWFhal2s6q5LXkYbVux9nZGS9fvsSqVavw3Xff4eTJkzhx4gS0tLRKXIeNjQ26dOmCUaNGYcuWLVBWVsbUqVPlRk1bWloiOzsbP//8M3r16oXQ0FBs3bq1xG24uLhAS0sLS5YswaJFi0q9nWXtybPoKt3Opk2b0LZtW7Ru3RqLFi1C06ZNkZOTgzNnzmDLli3CFFYjRoxAz549kZubi6FDhxaoRyKRYMqUKRg9ejT+/fdf/Pzzz/D19S2ybUtLS5iYmMDHxwdLly7FvXv3Cqzj5eWF7t27o1GjRnj9+jXOnz8vDCCobu6+eFBl2ynpubHMoEGDsGDBAgwdOhQ+Pj54+fIlJkyYgMGDB6NOnTpy5WTv73fffYdatWoJy6ysrPDbb7/h0qVL0NXVxZo1a5CQkFDoj/mNGjXC+fPn4ezsDCUlJaxbt65AGV1dXejr62Pbtm0wNjaGRCLBzJkzS/1aVBVMWhMRERGVMQMDA4jV1ODuF1hhbYrV1GBgYFDi8hoaGvjiiy+wdu1axMTEIDs7GyYmJhg5ciRmz54tlFu4cCECAwMxbtw4GBsb49dffxVOpL/55htMnjwZ48ePR2ZmJlxdXTFv3jz4+PiU9ebR/2dgYACxWA0rVp2vsDbF4tLFVlH8/PwwadIk9OzZE1lZWWjfvj2OHz9e4FJ6mTVr1mD48OFo06YNDAwMMGPGDKSkpJSqTQ0NDfz5558YM2YMmjdvDjs7O6xcubLAjYqo7BkYGEBNrIZzi7ZVWJtqpYjXnTt3okuXLgUS1kB+0nrVqlV4+vQpfvnlF0ybNg3bt29H586d4ePjg1GjRgEAFBUV8erVKwwZMgQJCQkwMDDAt99+K9xAsU2bNhgzZgz69++PV69eYcGCBSXeR44ePRoRERHo378/RCIRBgwYgHHjxuHEiRMlezGqkPxYEOPsstnFFy4jamJxme27ZGxtbbF582YsW7YMixcvhpubG7y9vbFtW+lifPfu3fDw8ED79u1hZGSE5cuX4/bt28Lc+w4ODlizZg1WrlyJWbNmoX379li+fDmGDBlSovoVFBTg7u6OZcuWlXid8pB/PiTG6g0VNz2JWK3073uDBg3w77//YunSpZg6dSri4uJgaGiIFi1aYMuWLUK5Ll26wNjYGI0bN0bdunUL1DNkyBCkp6ejdevWUFRUxKRJk4R9xYcoKyvj119/xdixY9G0aVO0atUKS5Yskbs5cW5uLjw9PfH06VNoaWmhW7duWLt2bam2sbLJYmH4r1MqrM3SxkJJz42F+sVinDp1CpMmTUKrVq0gFovh5uaGNWvWyJWztLRE69atERYWViDRPHfuXDx8+BAuLi4Qi8UYNWoU+vTpg+Tk5EL7aG1tjXPnzsHZ2RmKiooFfuBQUFBAYGAgJk6ciCZNmsDa2hobNmwo8Y2FqxqRtKSzztdgKSkp0NbWRnJycql+QSUiIqqJ4uPjYWxsjMcr5sFIW7P48slvYDZzMeLi4mBkZFRm/aiI43dGRgYePXoECwsLuZu8AfmjbRITE8ul3cIYGBjA1NS0TOsUiUQ4fPgw+vTpU6b10qf5HGKLag7GK8kwFj7s6dOnMDExEW6+WBY8PDzw8uVLHD16tEzq+1if0/uempqKevXqwc/PD99++63cMmdnZzRr1qzQ0a+U73OKBfp4RX1/eh9HWhMRERGVA1NTU54oU7lgbFF1wnglGcbC/zl37hxSU1Nhb2+PuLg4TJ8+Hebm5mjfvv0n152cnIybN29i3759lZ6wBj6P9z0vLw+JiYnw9fWFjo4Ovvnmm8ruUrX0OcQCVSwmrYmIiIiIiIiIKkh2djZmz56Nhw8fQlNTE23atMHevXs/OFVSafTu3RthYWEYM2YMunbtWga9JYlEAgsLC9SvXx/+/v7CDYaJqHzxk0ZEREREheIsckRERGXPxcUFLi4u5VJ3SEhIudRbk5mbmxd7TsTXnajsKVR2B4iIiIiIiIiIiIiIZJi0JiIiIiIiIiIiIqIqg0lrIiIiIiIiIiIiIqoymLQmIiIiIiIiIiIioiqDN2IkIiKicvHsv9fIys4qttzLN28roDdERERERERUXTBpTURERGUqJycHygoKaLNqY4nXUVZQQE5OTjn2quJJJBIkJiZWWHsGBgYwNTWtsPao8jC2qDr5HOJVJBLh8OHD6NOnT5nW+yliY2NhYWGBiIgINGvWrLK7UyKfQywUx93dHUlJSThy5EiJ1zE3N4eXlxe8vLzKrV+VqSa872WtOn6+S4KxULiP2W/UFExaExERUZlSUlJCdl4ejnr3gL6marHlX73JwDerj0NJ6fM5LZFIJLC1sUFaenqFtSlWU0PU3bulOjmPj4/H8uXLERQUhKdPn0JbWxuWlpb48ccfMXToUIjF4nLsMX0MiUQCW1sbpKVVYGyJ1RAVVfLYcnd3R0BAQIHn79+/D0tLy7LuHlVhEokENra2SE9Lq7A21cRi3I2KKtW+8OXLl5g/fz6CgoKQkJAAXV1dODg4YP78+Wjbtm059vbjmZiYIC4uDgYGBpXdlRKpDrHw/r5LT08PrVq1wqpVq9C0adPy6ibCw8Ohrq5ebvVXpvzzIVukpVfc+y5WEyPq7se/7zIuLi44efJkkeuW1w8O1e3zXRLVIRaAT0sg+/v7w8vLC0lJSaVab/369ZBKpaVuryb4fL4dEhERUZViU08XdbSLT3omJFfcyWtFSUxMRFp6OraP7IhGdXXKvb17z5Mwcvt5JCYmlvjE/OHDh2jbti10dHSwbNky2Nvbo1atWrh58ya2bduGevXq4Ztvvil1X7KysqCiolLq9ahkEhMTkZaWjkkzO6K+qU65t/dUkoT1K0oXWwDQrVs3+Pn5yT1naGgo95ix8vlLTExEeloaOs2dCB2z+uXeXtLjpzi3ZEOp49XNzQ1ZWVkICAhAgwYNkJCQgODgYLx69aoce/tpFBUVYWRkVNndKDFZLHSZtQZ6puX/49V/kgc4u3zKJ+274uPjMXfuXPTs2RMSiaS8ulpg3/g5yT8fSsPiMbtgUde63Nt79Dwa87YOL5NjVq1atcq6eyVW3T7fJSGLBb9Bi2FTx6Lc27ub8AjD9s4rdSxUBm1t7cruQpXFpDURERFROWlUVwfNzKrmKJlx48ZBSUkJV69elRvh1aBBA/Tu3VsY8ZGUlARvb2/88ccfyMzMRMuWLbF27Vo4ODgAAHx8fHDkyBGMHz8eS5cuxePHj5GXlweRSIStW7fizz//xLlz52BmZoZdu3bB0NAQI0aMQHh4OBwcHLBnzx40bNgQABATE4MpU6bgn3/+wdu3b2Fra4vly5ejS5cuQv/Mzc0xatQoPHjwAAcPHoSuri7mzp2LUaNGAQA6deoEOzs7bNz4f9PTvHz5EvXq1cOJEyfQuXPncn9tK0J9Ux00sKqasQXkf9l//wu3s7MzmjRpAiUlJfzyyy+wt7fH+fPnsWbNGvj5+eHhw4fQ09NDr169sGrVKmhoaAD4v5FL+/fvh5eXF548eYKvvvoKfn5+MDY2FurftWsXfH198eDBA+jp6cHNzU2Ig+LimMqXjll9GFo3qOxuFCopKQl///03QkJC0KFDBwCAmZkZWrdu/cF1bt68iUmTJuHy5csQi8Vwc3PDmjVroKGhgdOnT+Obb75BfHw8dHR0hHUmTZqEmzdv4ty5cwCAixcvYtasWbh69SoMDAzQt29fLF++XNgfF7eve3/6gNzcXIwaNQrnzp1DfHw8TE1NMW7cOEyaNKmcXrmPo2dqCcNGTSq7Gx/07r7LyMgIM2fORLt27fDy5UsYGhriyZMnmDp1Kk6fPg0FBQW0a9cO69evh7m5eaH1vXnzBmPGjMGRI0egpaWF6dOn448//kCzZs2wbt06APKjdQubFiIpKQm6uro4f/48nJ2dERISgo4dO+LkyZOYOXMm7t69CycnJwQGBuLatWuYMmUKnj17hp49e2LHjh1V4qopi7rWsDFvXtnd+KDCjlkAIJVKsXDhQuzatQsJCQnQ19fHd999hw0bNsDZ2RmPHz/G5MmTMXnyZKE8APz++++YP38+Hjx4AGNjY0yYMAFTp04V6v1cP98lYVPHAs3r21R2Nz5KUecrISEhGDZsGID8KaUAYMGCBcjKykJwcDCuXLkiV5eDgwPc3Nwwf/78AqO7T548iSVLluDWrVtQVFSEk5MT1q9fL5wv1yQKld0BIiIiIqpYr169wunTp+Hp6fnBS5JlJ9z9+vXDixcvcOLECVy7dg2Ojo7o3Lkz/vvvP6HsgwcP8Pvvv+PQoUOIjIwUnl+8eDGGDBmCyMhI2NjYYODAgRg9erSQqJFKpRg/frxQPjU1FT169EBwcDAiIiLQrVs39OrVq8AIN19fX7Rs2RIREREYN24cxo4di+joaADAiBEjsG/fPmRmZgrlf/nlF9SrVw+dOnX65NeOPk1AQABUVFQQGhqKrVu3AgAUFBSwYcMG3L59GwEBATh37hymT58ut15aWhpWr16NPXv24K+//oJEIoG3t7ewfMuWLfD09MSoUaNw8+ZNHD16VG4qkpLEMdVMGhoa0NDQwJEjR+T2Gx/y9u1buLi4QFdXF+Hh4Th48CDOnj0r7Ms6d+4MHR0d/P7778I6ubm52L9/PwYNGgQg/we6bt26wc3NDTdu3MD+/ftx8eJFuf0hUPS+7n15eXmoX78+Dh48iDt37mD+/PmYPXs2Dhw48LEvTY2XmpqKX375BZaWltDX10d2djZcXFygqamJv//+G6GhodDQ0EC3bt2QlVX4jaenTJmC0NBQHD16FGfOnMHff/+Nf//9t0z65+Pjg40bN+LSpUt48uQJvv/+e6xbtw779u1DUFAQTp8+jZ9//rlM2qqpfv/9d6xduxb/+9//cP/+fRw5cgT29vYAgEOHDqF+/fpYtGgR4uLiEBcXBwC4du0avv/+e/zwww+4efMmfHx8MG/ePPj7+8vVzc939VPU+UqbNm2wbt06aGlpCfHg7e2NQYMGISwsDDExMUI9t2/fxo0bNzBw4MBC23n79i2mTJmCq1evIjg4GAoKCujbty/y8vIqZDurEo60JiIiIqphHjx4AKlUCmtr+Ut1DQwMkJGRAQDw9PREr169EBYWhhcvXgiXya5evRpHjhzBb7/9JowIysrKwu7duwtc4jxs2DB8//33AIAZM2bAyckJ8+bNg4uLC4D8kYeyUSlA/qiTd0e+Ll68GIcPH8bRo0flkjk9evTAuHHjhHrXrl2L8+fPw9raGt9++y3Gjx+PP/74Q2jb398f7u7uQiKeyt+xY8eEkdIA0L17dwCAlZUVVq1aJVf23blAzc3NsWTJEowZMwabN28Wns/OzsbWrVuFUUbjx4/HokWLhOVLlizB1KlT5UadtWrVCkD+iNaSxDHVTEpKSvD398fIkSOxdetWODo6okOHDvjhhx8Kncd43759yMjIwO7du4Uf/TZu3IhevXph5cqVqFOnDn744Qfs27cPHh4eAIDg4GAkJSXBzc0NALB8+XIMGjRIiH0rKyts2LABHTp0wJYtW6Cqmn8/iKL2de9TVlbGwoULhccWFha4fPkyDhw4IOwLqXjv7rvevn0LY2NjHDt2DAoKCti3bx/y8vKwY8cO4Xji5+cHHR0dhISE4Ouvv5ar682bNwgICMC+ffuEq3z8/PxQt27dMunrkiVLhDnXPTw8MGvWLMTExKBBg/yrGr777jucP38eM2bMKJP2PmfvH7MAYPbs2VBVVYWRkRG6dOkCZWVlmJqaCldh6OnpQVFREZqamnKjtNesWYPOnTtj3rx5AIBGjRrhzp07+Omnn+Du7i6U4+e7+inqfEVFRQXa2toQiURy8dC4cWM4ODhg3759Qkzs3bsXX3zxxQfv8yE7VsjIrlS8c+cOmjSpuleqlIdKHWm9ZcsWNG3aFFpaWtDS0oKTkxNOnDghLM/IyICnpyf09fWhoaEBNzc3JCQkyNUhkUjg6uoKsViM2rVrY9q0acjJyZErExISAkdHR9SqVQuWlpYFfuEiIiIiIiAsLAyRkZFo3LgxMjMzcf36daSmpgrnYrK/R48eyY0YMTMzK3ROzncTPnXq1AEAYYSS7LmMjAykpKQAyB/V5u3tDVtbW+jo6EBDQwNRUVEFRlq/W6/sy8GLFy8AAKqqqhg8eDB27doFAPj3339x69YtuS+KVP46duyIyMhI4W/Dhg0AgBYtWhQoe/bsWXTu3Bn16tWDpqYmBg8ejFevXiHtnRu2icViuctijY2Nhff8xYsXeP78+QenfilpHFPN5ebmhufPn+Po0aPo1q2b8P2xsO+NUVFRcHBwkLtKpW3btsjLyxNGSQ4aNAghISF4/vw5gPwEhaurqzBdyPXr1+Hv7y8Xjy4uLsjLy8OjR4+Eeova1xVm06ZNaNGiBQwNDaGhoYFt27aV61zMn6N3911hYWFwcXFB9+7d8fjxY1y/fh0PHjyApqam8L7p6ekhIyOj0H3Jw4cPkZ2dLTfVjLa2dqFJyY/x/jFWLBYLCWvZc0XFC/2f949ZkZGRGDNmDPr164f09HQ0aNAAI0eOxOHDhwvkm94XFRVV4Aaubdu2xf3795Gbmys8x8939VOS85XCDBo0CPv27QOQP4XMr7/+Klx5U5j79+9jwIABaNCgAbS0tITph2ri+12pI63r16+PFStWwMrKClKpFAEBAejduzciIiLQuHFjTJ48GUFBQTh48CC0tbUxfvx4fPvttwgNDQWQf5mVq6srjIyMcOnSJcTFxWHIkCFQVlbGsmXLAACPHj2Cq6srxowZg7179yI4OBgjRoyAsbGxMMqHiIiIqCaxtLSESCQqcBmq7MuumpoagPwksrGxMUJCQgrU8e5crR+aYkRZWVn4v2xUWmHPyS539Pb2xpkzZ7B69WpYWlpCTU0N3333XYHLrt+tQ1bPu5dMjhgxAs2aNcPTp0/h5+eHTp06wczMrNA+UvlQV1cvdATR+7ESGxuLnj17YuzYsVi6dCn09PRw8eJFeHh4ICsrS5iLtbD3XDZ3qCxeP6SkcUw1m6qqKrp27YquXbti3rx5GDFiBBYsWPBRP3i1atUKDRs2RGBgIMaOHYvDhw/LJcBTU1MxevRoTJw4scC6794wrLh93bsCAwPh7e0NX19fODk5QVNTEz/99FOBeVSpaO/vu3bs2AFtbW1s374dqampaNGiBfbu3VtgvbK6maKCQv64Qtn+Dci/0qQw7x9PSxMvJO9Dxyw9PT1ER0fj7NmzOHPmDMaNG4effvoJFy5cKPB6lxY/39VLSc9XCjNgwADMmDED//77L9LT0/HkyRP079//g+V79eoFMzMzbN++HXXr1kVeXh6aNGnywWmIPmeVmrTu1auX3OOlS5diy5Yt+Oeff1C/fn3s3LkT+/btE+Yf9PPzg62tLf755x98+eWXOH36NO7cuYOzZ8+iTp06aNasGRYvXowZM2bAx8cHKioq2Lp1KywsLODr6wsAsLW1xcWLF7F27VomrYmIiKhG0tfXR9euXbFx40ZMmDDhg0lnR0dHxMfHQ0lJ6YM3mSpLoaGhcHd3R9++fQHkJ3ZiY2NLXY+9vT1atmyJ7du3Y9++fXI3ZaSq5dq1a8jLy4Ovr6+QrCntHJ2ampowNzdHcHAwOnbsWGB5RccxfR7s7OyEm2K9y9bWFv7+/nj79q2w7wwNDYWCgoLcCNpBgwZh7969qF+/PhQUFODq6iosc3R0xJ07dz54afjHCA0NRZs2bYTpBgDwSoIyIBKJoKCggPT0dDg6OmL//v2oXbs2tLS0il23QYMGUFZWRnh4uPBjRHJyMu7du4f27dsXuo4s+R0XF4fmzfNvXPjuvSKo4qmpqaFXr17o1asXPD09YWNjg5s3b8LR0REqKipyo6eB/H2EbKClTGhoKBo1agRFRcWP6gM/35WvJOcrhcUDkD9gt0OHDti7dy/S09PRtWtX1K5du9B2Xr16hejoaGzfvh3t2rUDkD/NWU1VZW7EmJubi8DAQLx9+xZOTk64du0asrOz5e4Wb2NjA1NTU1y+fBkAcPnyZdjb2wuXmwKAi4sLUlJScPv2baHMu3XIysjqKExmZiZSUlLk/oiIiIg+J5s3b0ZOTg5atmyJ/fv3IyoqCtHR0fjll19w9+5dKCoqokuXLnByckKfPn1w+vRpxMbG4tKlS5gzZw6uXr1a5n2ysrISbuZ4/fp1DBw48KNHiY0YMQIrVqyAVCoVkuBU9VhaWiI7Oxs///wzHj58iD179gg3aCwNHx8f+Pr6YsOGDbh//z7+/fdf4QZkFR3HVL28evUKnTp1wi+//IIbN27g0aNHOHjwIFatWoXevXsXKD9o0CCoqqpi6NChuHXrFs6fP48JEyZg8ODBct9LBw0ahH///RdLly7Fd999J8ynDuTPX3vp0iWMHz8ekZGRuH//Pv74448CN2IsDSsrK1y9ehWnTp3CvXv3MG/ePISHh390fTVVZmYm4uPjER8fj6ioKEyYMAGpqano1asXBg0aBAMDA/Tu3Rt///03Hj16hJCQEEycOBFPnz4tUJempiaGDh2KadOm4fz587h9+zY8PDygoKDwwXssqKmp4csvv8SKFSsQFRWFCxcuYO7cueW92TXeu++77C8xMRH+/v7YuXMnbt26hYcPH+KXX36BmpqacPWWubk5/vrrLzx79gyJiYkAgKlTpyI4OBiLFy/GvXv3EBAQgI0bN8rdPLi0+PmuWMnJyQWmizEwMCj2fMXc3BypqakIDg5GYmKi3LQhgwYNQmBgIA4ePFjk1CC6urrQ19fHtm3b8ODBA5w7dw5Tpkwpt22t6ir9Row3b96Ek5MTMjIyoKGhgcOHD8POzg6RkZFQUVEpcMlenTp1EB8fDwCIj4+XOzGQLZctK6pMSkoK0tPTC72ccPny5XKT3BMRERF9jHvPk6psOw0bNkRERASWLVuGWbNm4enTp6hVqxbs7Ozg7e2NcePGQSQS4fjx45gzZw6GDRuGly9fwsjICO3bty9wflUW1qxZg+HDh6NNmzYwMDDAjBkzPnrwwIABA+Dl5YUBAwYINzX7nDyVJH0W7Tg4OGDNmjVYuXIlZs2ahfbt22P58uUYMmRIqeoZOnQoMjIysHbtWnh7e8PAwADfffcdAFR4HFNBSY8LJvSqSjsaGhr44osvsHbtWsTExCA7OxsmJiYYOXIkZs+eXaC8WCzGqVOnMGnSJLRq1QpisRhubm5Ys2aNXDlLS0u0bt0aYWFhWLdundyypk2b4sKFC5gzZw7atWsHqVSKhg0bFnm5eHFGjx6NiIgI9O/fHyKRCAMGDMC4cePk7hlVFfwneVCl2zl58iSMjY0B5CedbWxscPDgQTg7OwMA/vrrL8yYMQPffvst3rx5g3r16qFz584fHHm9Zs0ajBkzBj179oSWlhamT5+OJ0+eFHlc2rVrFzw8PNCiRQtYW1tj1apVBW7yWN08eh5dfKFKbOfd913G2toaK1aswIoVKzBlyhTk5ubC3t4ef/75J/T19QEAixYtwujRo9GwYUNkZmZCKpXC0dERBw4cwPz587F48WIYGxtj0aJFn3Rvjery+S6JuwmPii9Uye2EhIQIVzrIeHh4FHu+0qZNG4wZMwb9+/fHq1evsGDBAvj4+ADIvzHq+PHjoaioiD59+nywbQUFBQQGBmLixIlo0qQJrK2tsWHDBmEfVNOIpO9OllQJsrKyIJFIkJycjN9++w07duzAhQsXEBkZiWHDhiEzM1OufOvWrdGxY0esXLkSo0aNwuPHj3Hq1ClheVpaGtTV1XH8+HF0794djRo1wrBhwzBr1iyhzPHjx+Hq6oq0tLRCk9aZmZly7aakpMDExATJycklugyIiIioJouPj4exsTHurR2EOtofnt9NJiE5DY0m70VcXJzc3bY/VUpKCrS1tcv1+J2RkYFHjx7BwsJC7guoRCKBrY0N0tLTy6XdwojV1BB1967cfKg1WWxsLBo2bIjw8HA4OjpWdnfKjEQiga2tDdLSKjC2xGqIimJsUelJJBLY2NoivZibVJUlNbEYd6OiGK9VDGMh39u3b1GvXj34+vrCw8OjsrtT7vLPh2yRll5x77tYTYyou1XrfSfGAv2fD31/Kkylj7RWUVER5vJq0aIFwsPDsX79evTv3x9ZWVlISkqSG22dkJAgfKE1MjJCWFiYXH0JCQnCMtm/sufeLaOlpfXBm7bUqlVL7vItIiIiotIwNTVF1N27wqWiFcHAwIAn5ci/YdWrV68wd+5cfPnll59Vwhr4/7EVxdii6sHU1BR3o6IYr1RjYyEiIgJ3795F69atkZycjEWLFgFAoVPPfI7yz4dq3vtOBTEW6GNUetL6fXl5ecjMzESLFi2grKyM4OBguLm5AQCio6MhkUjg5OQEAHBycsLSpUvx4sULYRLzM2fOQEtLC3Z2dkKZ48ePy7Vx5swZoQ4iIiKi8mBqasoT5UoQGhqKjh07olGjRvjtt98quzvlgrFF1QnjlWRqaiysXr0a0dHRUFFRQYsWLfD333/DwMCgsrtVYWrq+04FMRaotCo1aT1r1ix0794dpqamePPmDfbt24eQkBCcOnUK2tra8PDwwJQpU6CnpwctLS1MmDABTk5O+PLLLwEAX3/9Nezs7DB48GCsWrUK8fHxmDt3Ljw9PYWR0mPGjMHGjRsxffp0DB8+HOfOncOBAwcQFBRUmZtOREREROXA2dkZlTz7HREREQCgefPmuHbtWmV3g4ioWqrUpPWLFy8wZMgQxMXFQVtbG02bNsWpU6fQtWtXAMDatWuhoKAANzc3ZGZmwsXFBZs3bxbWV1RUxLFjxzB27Fg4OTlBXV0dQ4cOFS65AQALCwsEBQVh8uTJWL9+PerXr48dO3bAxcWlwreXiIiIiIiIiIiIiIpWqUnrnTt3FrlcVVUVmzZtwqZNmz5YxszMrMD0H+9zdnZGRETER/WRiIiIiIiIiIiIiCqOQmV3gIiIiIiIiIiIiIhIhklrIiIiIiIiIiIiIqoymLQmIiIiIiIiIiIioiqDSWsiIiIiIiIiIiIiqjIq9UaMRERERJ8riUSCxMTECmvPwMAApqamFdZeUfz9/eHl5YWkpKRqVfe7YmNjYWFhgYiICDRr1qxc2yqtmhxbVP0wXotXlfc3Zam6xoKzszOaNWuGdevWlah8Rb6f5ubm8PLygpeXV7m28ymq6/sOACKRCIcPH0afPn0+WMbd3R1JSUk4cuRImbT5KUobqxWtOsfCx6gp+/byxKQ1ERERURmTSCSwtbFBWnp6hbUpVlND1N27JT45d3d3R0BAAJYvX46ZM2cKzx85cgR9+/aFVCotUT3V4Qvz50QikcDG1gbpaRUXW2piNdyNKnlsycTHx2P58uUICgrC06dPoa2tDUtLS/z4448YOnQoxGJxOfWYqor8eLVFelpahbWpJhbjblRUqeL15cuXmD9/PoKCgpCQkABdXV04ODhg/vz5aNu2bTn2tuaoDrEgOy6+78qVK7C1tS3r7tUI+edDtkhLr7j3XawmRtTd0r3vH0o6x8XFQVdXF0D1SEAeOnQIysrKld2NQlWHWAD+bz8wevRobN26VW6Zp6cnNm/ejKFDh8Lf37/U/QkJCUHHjh3x+vVr6OjolHr9mohJayIiIqIylpiYiLT0dKwd3xGW9XTKvb0Hz5IweeN5JCYmlurEXFVVFStXrsTo0aOFL2VVWXZ2dmV3odIlJiYiPS0dHrM7wthMp9zbi3uchJ3LSh9bDx8+RNu2baGjo4Nly5bB3t4etWrVws2bN7Ft2zbUq1cP33zzTYH1srOzq+wXbiq9/HhNQ6e506BrZlLu7b1+/ATnlvxU6nh1c3NDVlYWAgIC0KBBAyQkJCA4OBivXr0qx97WLLJY6DpjG3RNG5V7e68l93Bm5ahSx0K3bt3g5+cn95yhoSEUFRXLuos1Qv75UBrWDd0FSyPrcm/vQXw0vAKGl/p9/xAjI6My6FXF0dPTq+wufJAsFvwGz4RNnfIf/Xw3QYJhe1Z8VCyYmJggMDAQa9euhZqaGgAgIyMD+/btq3ZX8lR3TFoTERERlRPLejpo0sCgsrvxQV26dMGDBw+wfPlyrFq1qtAyFy9exKxZs3D16lUYGBigb9++WL58OdTV1eHs7IzHjx9j8uTJmDx5MgDIjdA+deoUvLy88OTJE3z11Vfw8/ODsbGxsHzHjh3w9fXFo0ePYG5ujokTJ2LcuHEA/m9EU2BgIDZv3owrV64UGPECADExMZgyZQr++ecfvH37Fra2tli+fDm6dOkilDE3N8eoUaPw4MEDHDx4ELq6upg7dy5GjRollAkLC8Po0aMRFRWFJk2aYM6cOXLtvH79GuPHj8fp06eRmpqK+vXrY/bs2Rg2bNhHvPKfzthMB2aNqm5sjRs3DkpKSrh69SrU1dWF5xs0aIDevXsLcSISibB582acOHECwcHBmDZtGnx8fPDHH39g4cKFuHPnDurWrYuhQ4dizpw5UFLK//qSlJQEb29v/PHHH8jMzETLli2xdu1aODg4CG39+eefWLRoEW7evAkNDQ20a9cOhw8fBgBkZmZizpw5+PXXX5GUlIQmTZpg5cqVcHZ2rrgXqQbRNTOBYSPLyu5GoZKSkvD3338jJCQEHTp0AACYmZmhdevWAABvb2/cvXsXx44dAwCsW7cOkydPxokTJ9CtWzcAgKWlJWbOnIkRI0YAKHrfBhS/vwGAW7duYdq0afj777+hrq6Or7/+GmvXroWBQf7n3tnZGU2bNoWqqip27NgBFRUVjBkzBj4+PuX2WpUFXdNGqG3VrLK78UG1atUqkKh8f8qFkhxT3pWbm4tRo0bh3LlziI+Ph6mpKcaNG4dJkyYJZWSjfb/66iv4+voiKysLP/zwA9atWyf8kPfixQt4eHjg7NmzMDIywpIlS8rnRSgHlkbWsDdtXtndKLV3pwexsLAAADRvnr8dHTp0QEhIiFB29erVH3zvCptmREdHB+vWrYO7uzsAYMaMGTh8+DCePn0KIyMjDBo0CPPnzxfq8PHxwZEjRzB16lTMmzcPr1+/Rvfu3bF9+3ZoamoCKBire/bswfr16xEdHQ11dXV06tQJ69atQ+3atcvxVSuaTR1TNDexqrT2S8LR0RExMTE4dOgQBg0aBCB/FLupqakQBwBw8uRJLFmyBLdu3YKioiKcnJywfv16NGzYsECdsbGx6NixIwAIA0VkI7ZLU09NwxsxEhEREdVQioqKWLZsGX7++Wc8ffq0wPKYmBh069YNbm5uuHHjBvbv34+LFy9i/PjxAPJP4OvXr49FixYhLi4OcXFxwrppaWlYvXo19uzZg7/++gsSiQTe3t7C8r1792L+/PlYunQpoqKisGzZMsybN6/ApdkzZ87EpEmTEBUVBRcXlwJ9TE1NRY8ePRAcHIyIiAh069YNvXr1gkQikSvn6+uLli1bIiIiAuPGjcPYsWMRHR0t1NGzZ0/Y2dnh2rVr8PHxkesrAMybNw937tzBiRMnEBUVhS1btgjJI5L36tUrnD59Gp6ennIJ63eJRCLh/z4+Pujbty9u3ryJ4cOH4++//8aQIUMwadIk3LlzB//73//g7++PpUuXCuv069cPL168wIkTJ3Dt2jU4Ojqic+fO+O+//wAAQUFB6Nu3L3r06IGIiAgEBwcLSUgAGD9+PC5fvozAwEDcuHED/fr1Q7du3XD//v1yelWoqtLQ0ICGhgaOHDmCzMzMAss7dOiAixcvIjc3FwBw4cIFGBgYCMmqZ8+eISYmRvjBo7h9W0n2N0lJSejUqROaN2+Oq1ev4uTJk0hISMD3338vVy4gIADq6uq4cuUKVq1ahUWLFuHMmTNl/ApRYYo6prwvLy8P9evXx8GDB3Hnzh3Mnz8fs2fPxoEDB+TKnT9/HjExMTh//jwCAgLg7+8vNwWBu7s7njx5gvPnz+O3337D5s2b8eLFi/LcTHpHWFgYAODs2bOIi4vDoUOHhGXFvXcloampCX9/f9y5cwfr16/H9u3bsXbtWrkyMTExOHLkCI4dO4Zjx47hwoULWLFixQfrzM7OxuLFi3H9+nUcOXIEsbGxQpKcijZ8+HC5qy527dpVYKDC27dvMWXKFFy9ehXBwcFQUFBA3759kZeXV6A+ExMT/P777wCA6OhoxMXFYf369aWup6bhSGsiIiKiGqxv375o1qwZFixYgJ07d8otW758OQYNGiTMV21lZYUNGzagQ4cO2LJlC/T09KCoqAhNTc0CI9Oys7OxdetWYZTI+PHjsWjRImH5ggUL4Ovri2+//RYAYGFhISQohw4dKpTz8vISyhTGwcFBbnTt4sWLcfjwYRw9elRIrgNAjx49hJGOM2bMwNq1a3H+/HlYW1tj3759yMvLw86dO6GqqorGjRvj6dOnGDt2rLC+RCJB8+bN0bJlSwD5I+2ocA8ePIBUKoW1tfyl4AYGBsjIyACQPy/kypUrAQADBw6U+yI4fPhwzJw5U4iDBg0aYPHixZg+fToWLFiAixcvIiwsDC9evECtWrUA5I9wO3LkCH777TeMGjUKS5cuxQ8//ICFCxcK9criRCKRwM/PDxKJBHXr1gWQP5r25MmT8PPzw7Jly8rplaGqSElJCf7+/hg5ciS2bt0KR0dHdOjQAT/88AOaNm2Kdu3a4c2bN4iIiECLFi3w119/Ydq0acL8tyEhIahXrx4sLfNHkhe3byvJ/mbjxo1o3ry5XCzu2rULJiYmuHfvHho1yp9eo2nTpliwYAGA/P3zxo0bERwcjK5du1bES/dZOnbsGDQ0NITH3bt3L7RcUceU9ykrK8vtiywsLHD58mUcOHBA7ocIXV1dbNy4EYqKirCxsYGrqyuCg4MxcuRI3Lt3DydOnEBYWBhatWoFANi5cyfn2q5AhoaGAAB9ff0C5zxFvXclNXfuXOH/5ubm8Pb2RmBgIKZPny48n5eXB39/f2Fk9eDBgxEcHCz3o+67hg8fLvy/QYMG2LBhA1q1aoXU1FS5OKeCfvzxR8yaNQuPHz8GAISGhiIwMFBudL2bm5vcOrt27YKhoSHu3LmDJk2ayC1TVFQUpm+pXbu23JzWpamnpmHSmoiIiKiGW7lyJTp16lRgtN/169dx48YN7N27V3hOKpUiLy8Pjx49KvLLslgslrus0djYWBgR9vbtW8TExMDDw0PuC11OTg60tbXl6pEliT8kNTUVPj4+CAoKQlxcHHJycpCenl5gpHXTpk2F/4tEIhgZGQn9iYqKEi6zl3FycpJbf+zYsXBzc8O///6Lr7/+Gn369EGbNm2K7BvJCwsLQ15eHgYNGiQ3ovX99/j69esIDQ2V+xKem5uLjIwMpKWl4fr160hNTYW+vr7ceunp6YiJiQEAREZGfjBZcPPmTeTm5gqJP5nMzMwCdVLN4ObmBldXV/z999/4559/cOLECaxatQo7duyAu7s7HBwcEBISAhUVFaioqGDUqFFYsGABUlNTceHCBWFakZLs20qyv7l+/TrOnz9faFIpJiZGLmn9rnf3s/RxOnbsiC1btgiP1dXVMWDAgALlijqmFGbTpk3YtWsXJBIJ0tPTkZWVVeBmfo0bN5abO9vY2Bg3b94EkB83SkpKaNGihbDcxsaGN3OrIop670pq//792LBhA2JiYpCamoqcnBxoaWnJlTE3NxcS1rJ2ioo72dUc169fx+vXr4WRuxKJBHZ2dqXqX01jaGgIV1dX+Pv7QyqVwtXVtcAVdvfv38f8+fNx5coVJCYmyr2+pUk2l1U9nyMmrYmIiIhquPbt28PFxQWzZs2Su2w0NTUVo0ePxsSJEwusU9yNaN6/mZ5IJBLmMU5NTQUAbN++HV988YVcufdvdvWh6SVkvL29cebMGaxevRqWlpZQU1PDd999h6ysrGL7U5rLLrt3747Hjx/j+PHjOHPmDDp37gxPT0+sXr26xHXUFJaWlhCJRAUulW/QoAEACDc1knn/PU5NTcXChQsLHWGvqqqK1NRUGBsby412kpElcN5v4/36FRUVce3atQLxxpFnNZeqqiq6du2Krl27Yt68eRgxYgQWLFgAd3d3ODs7IyQkBLVq1UKHDh2gp6cHW1tbXLx4ERcuXMDUqVMBlG7fVpTU1FT06tVLuBrhXe/eF+BT92tUkLq6ujBqviilee0DAwPh7e0NX19fODk5QVNTEz/99BOuXLny0XVS1VLce/fuOZDMuzeXvnz5MgYNGoSFCxfCxcUF2traCAwMhK+vb6naedfbt2/h4uICFxcX7N27F4aGhpBIJHBxcSlwjkSFGz58uHDV3qZNmwos79WrF8zMzLB9+3bUrVsXeXl5aNKkSalf37Kq53PEpDURERERYcWKFWjWrJncpc2Ojo64c+dOkV/gVVRUhLleS6pOnTqoW7cuHj58KNzg5mOFhobC3d0dffv2BZCf7ImNjS1VHba2ttizZw8yMjKE0Y///PNPgXKGhoYYOnQohg4dinbt2mHatGlMWhdCX18fXbt2xcaNGzFhwoRif3h4n6OjI6Kjoz8Yd46OjoiPj4eSktIHp2lp2rQpgoODC71RZvPmzZGbm4sXL16gXbt2peob1Rx2dnbCFCAdOnTArl27oKSkJNx80dnZGb/++ivu3bsnzGddkn1bSfY3jo6O+P3332Fubi7cfJSqr9DQULRp00buZpyyq0JKysbGBjk5Obh27ZowPUh0dDSSkpLKsqtUBBUVFQAo9TkPkH/+8O59P+7fv4+0tDTh8aVLl2BmZiZ3U1bZtBQf6+7du3j16hVWrFgBExMTAMDVq1c/qc6aplu3bsjKyoJIJCpwX5VXr14hOjoa27dvF84lLl68WGR9hcXQx9RTk/BGjEREREQEe3t7DBo0CBs2bBCemzFjBi5duoTx48cjMjIS9+/fxx9//CE3V7S5uTn++usvPHv2DImJiSVub+HChVi+fDk2bNiAe/fu4ebNm/Dz88OaNWtK1W8rKyscOnQIkZGRuH79OgYOHFjqkWkDBw6ESCTCyJEjcefOHRw/frxAMnr+/Pn4448/8ODBA9y+fRvHjh3jXKJF2Lx5M3JyctCyZUvs378fUVFRiI6Oxi+//IK7d+8WOep0/vz52L17NxYuXIjbt28jKioKgYGBwnyfXbp0gZOTE/r06YPTp08jNjYWly5dwpw5c4Qv5AsWLMCvv/6KBQsWICoqCjdv3hRGrTZq1AiDBg3CkCFDcOjQITx69AhhYWFYvnw5goKCyv/FoSrl1atX6NSpE3755RfcuHEDjx49wsGDB7Fq1Sr07t0bQP7VKG/evMGxY8eEBLWzszP27t0LY2Njualmitu3lWR/4+npif/++w8DBgxAeHg4YmJicOrUKQwbNuyjEmZUuaysrHD16lWcOnUK9+7dw7x58xAeHl6qOqytrdGtWzeMHj0aV65cwbVr1zBixIgiryqhkktOTkZkZKTc35MnT+TK1K5dG2pqasKNUZOTk0tcf6dOnbBx40ZERETg6tWrGDNmjNyoaSsrK0gkEgQGBiImJgYbNmzA4cOHP2mbTE1NoaKigp9//hkPHz7E0aNHsXjx4k+qs6ZRVFREVFQU7ty5U+C8RVdXF/r6+ti2bRsePHiAc+fOYcqUKUXWZ2ZmBpFIhGPHjuHly5dITU39qHpqEv5sS0RERFROHjxLqlbtLFq0CPv37xceN23aFBcuXMCcOXPQrl07SKVSNGzYEP3795dbZ/To0WjYsCEyMzMLXP76ISNGjIBYLMZPP/2EadOmQV1dHfb29sJNH0tqzZo1GD58ONq0aQMDAwPMmDEDKSkppapDQ0MDf/75J8aMGYPmzZvDzs4OK1eulLsxjoqKCmbNmoXY2FioqamhXbt2CAwMLFU7ZSnucVKVbqdhw4aIiIjAsmXLMGvWLDx9+hS1atWCnZ0dvL295UYcvs/FxQXHjh3DokWLsHLlSigrK8PGxgYjRowAkH859PHjxzFnzhwMGzYML1++hJGREdq3b486deoAyE8oHjx4EIsXL8aKFSugpaWF9u3bC234+flhyZIlmDp1Kp49ewYDAwN8+eWX6Nmz50dtLxXt9eMnxReqpHY0NDTwxRdfYO3atYiJiUF2djZMTEwwcuRIzJ49G0B+csLe3h4JCQmwsbEBkJ/IzsvLE+azlilu31aS/U3dunURGhqKGTNm4Ouvv0ZmZibMzMzQrVs3KChU73FnryX3Pqt2SmL06NGIiIhA//79IRKJMGDAAIwbNw4nTpwoVT1+fn4YMWIEOnTogDp16mDJkiWYN29eOfW6bD2Ijy6+UCW2ExISgubNm8s95+HhIfdYSUkJGzZswKJFizB//ny0a9eu0GmqCuPr64thw4ahXbt2qFu3LtavX49r164Jy7/55htMnjwZ48ePR2ZmJlxdXTFv3jz4+Ph81PYA+aO7/f39MXv2bGzYsAGOjo5YvXo1vvnmm4+usyzcTZAUX6gKtfP+vOIyCgoKCAwMxMSJE9GkSRNYW1tjw4YNwg+bhalXrx4WLlyImTNnYtiwYRgyZAj8/f1LXU9NIpKW9JtFDZaSkgJtbW0kJyd/MGCJiIgoX3x8PIyNjXFv7SDU0RYXWz4hOQ2NJu9FXFxcgbuxf4qKOH5nZGTg0aNHsLCwkLuplkQiga2NDdLS08ul3cKI1dQQdfdusXNNU/UmkUhgY2uD9LSKiy01sRruRjG2qPTy49UW6e9cBl/e1MRi3I2KYrxWMYyFmin/fMgWaekV976L1cSIusv3vaphLJDMh74/FYYjrYmIiIjKmKmpKaLu3i3VdBmfysDAgCflNYCpqSnuRjG2qHrIj9coxisxFmqo/PMhvu/EWKCPw6Q1ERERUTkwNTXliTKVC8YWVSeMV5JhLNRMfN9JhrFApVW9J8QiIiIiIiIiIiIios8Kk9ZEREREREREREREVGUwaU1EREREREREREREVQaT1kRERERERERERERUZTBpTURERERERERERERVBpPWRERERERERERERFRlMGlNRERERERERERERFWGUmV3gIiIiOhzJJFIkJiYWGHtGRgYwNTUtMLaAwB3d3ckJSXhyJEjFdpuTVcTYquy+Pv7w8vLC0lJSZXdlc8G47VymJubw8vLC15eXpXdFSIioo/CpDURERFRGZNIJLC1tUFaWnqFtSkWqyEq6m6JkzXvJpydnZ3RrFkzrFu3rnw7SZ9MIpHAxtYG6RUYW2piNdwtZWwFBAQAAJSUlFC/fn3069cPixYtgqqqanl29ZP1798fPXr0qOxufDby49UW6WlpFdammliMu1FRpUpcvxuzysrKMDU1xZAhQzB79mwoKX3cV2b+qEdERPRpmLQmIiIiKmOJiYlIS0vHcq+OsKivU+7tPXqahFnrziMxMZEjDD9ziYmJSE9LR+/5HWFgplP+7T1Owh+LSh9b3bp1g5+fH7Kzs3Ht2jUMHToUIpEIK1euLMfefjo1NTWoqalVdjc+G/nxmoZOc2dD18ys3Nt7/fgxzi1Z9lH7QlnMZmZm4vjx4/D09ISysjJmzZpVqnpyc3MhEolKtQ4REREVxDmtiYiIiMqJRX0d2DU0KPe/T0mMu7u748KFC1i/fj1EIhFEIhFiY2ORm5sLDw8PWFhYQE1NDdbW1li/fv0H69m9ezf09fWRmZkp93yfPn0wePDgj+4fFc7ATAfG1gbl/vexifFatWrByMgIJiYm6NOnD7p06YIzZ84AADIzMzFx4kTUrl0bqqqq+OqrrxAeHi6sGxISApFIhFOnTqF58+ZQU1NDp06d8OLFC5w4cQK2trbQ0tLCwIEDkfbOCN6TJ0/iq6++go6ODvT19dGzZ0/ExMQIy2NjYyESiXDo0CF07NgRYrEYDg4OuHz5slDG398fOjr/t80xMTHo3bs36tSpAw0NDbRq1Qpnz579qNekJtM1M4Nho0bl/vcpiXFZzJqZmWHs2LHo0qULjh49itevX2PIkCHQ1dWFWCxG9+7dcf/+fWE9WcwcPXoUdnZ2qFWrFoYPH46AgAD88ccfwn41JCREiO13p5+JjIwU9rsy27dvh4mJCcRiMfr27Ys1a9YwLomIqMZh0pqIiIioBlu/fj2cnJwwcuRIxMXFIS4uDiYmJsjLy0P9+vVx8OBB3LlzB/Pnz8fs2bNx4MCBQuvp168fcnNzcfToUeG5Fy9eICgoCMOHD6+ozaEq6NatW7h06RJUVFQAANOnT8fvv/+OgIAA/Pvvv7C0tISLiwv+++8/ufV8fHywceNGXLp0CU+ePMH333+PdevWYd++fQgKCsLp06fx888/C+Xfvn2LKVOm4OrVqwgODoaCggL69u2LvLw8uXrnzJkDb29vREZGolGjRhgwYABycnIK7Xtqaip69OiB4OBgREREoFu3bujVqxckEkkZv0pU1aipqSErKwvu7u64evUqjh49isuXL0MqlaJHjx7Izs4WyqalpWHlypXYsWMHbt++jQ0bNuD7779Ht27dhP1qmzZtStRuaGgoxowZg0mTJiEyMhJdu3bF0qVL5cowLomIqCbg9CBERESfgZSUFLkRh8URi8XQ0tIqxx5RdaGtrQ0VFRWIxWIYGRkJzysqKmLhwoXCYwsLC1y+fBkHDhzA999/X6AeNTU1DBw4EH5+fujXrx8A4JdffoGpqSmcnZ3LfTuoajl27Bg0NDSQk5ODzMxMKCgoYOPGjXj79i22bNkCf39/dO/eHUD+qNIzZ85g586dmDZtmlDHkiVL0LZtWwCAh4cHZs2ahZiYGDRo0AAA8N133+H8+fOYMWMGAMDNzU2uD7t27YKhoSHu3LmDJk2aCM97e3vD1dUVALBw4UI0btwYDx48gI2NTYHtcHBwgIODg/B48eLFOHz4MI4ePYrx48eXxUtFVYxUKkVwcDBOnTqF7t2748iRIwgNDRWSznv37oWJiQmOHDki7Ouys7OxefNmuVhRU1NDZmam3H61JH7++Wd0794d3t7eAIBGjRrh0qVLOHbsmFCGcUlERDUBk9ZERETVXEpKChpaWCDxvVGKRTHQ00PMo0dMXFORNm3ahF27dkEikSA9PR1ZWVlo1qzZB8uPHDkSrVq1wrNnz1CvXj34+/vD3d2d87vWQB07dsSWLVvw9u1brF27FkpKSnBzc8ONGzeQnZ0tJKOB/BvftW7dGlFRUXJ1NG3aVPh/nTp1IBaLhYS17LmwsDDh8f379zF//nxcuXIFiYmJwghriUQil7R+t15jY2MA+VcFFJa0Tk1NhY+PD4KCghAXF4ecnBykp6dzROtnSPZDS3Z2NvLy8jBw4EB8++23OHbsGL744guhnL6+PqytreXiVUVFRS6uPkV0dDT69u0r91zr1q3lktaMSyIiqgmYtCYiIqrm0tLSkPjff/hjzDToq2sUW/7V21T03voT0tLSmLSmDwoMDIS3tzd8fX3h5OQETU1N/PTTT7hy5coH12nevDkcHBywe/dufP3117h9+zaCgoIqsNdUVairq8PS0hJA/ohnBwcH7Ny5E61atSpxHcrKysL/RSKR3GPZc+9O/dGrVy+YmZlh+/btqFu3LvLy8tCkSRNkZWUVWS+AAlOIyHh7e+PMmTNYvXo1LC0toaamhu+++65AnVT9yX5oUVFRQd26daGkpCQ33VFR1NTUSvTjnIJC/uycUqlUeO7daUZKinFJREQ1AZPWRERE1VxOTg6UFRTRe+tPJV5HWUHxg3O4Us2joqKC3Nxcuedkl8OPGzdOeO7dm9p9yIgRI7Bu3To8e/YMXbp0gYmJSZn3l6oXBQUFzJ49G1OmTMGDBw+goqKC0NBQmP3/m+ZlZ2cjPDwcXl5eH93Gq1evEB0dje3bt6Ndu3YAgIsXL35y30NDQ+Hu7i6MfE1NTZW7YR59Pt79oUXG1tYWOTk5uHLlijA9iCzW7OzsiqyvsP2qoaEhACAuLg66uroA8m/E+C5ra2u5G5MCKPCYcUlERDUBk9ZERETVnJKSErLzcnFy0ijoa6gXW/5V6lt0W78NSko8DShvj54mVYt2zM3NceXKFcTGxkJDQwN6enqwsrLC7t27cerUKVhYWGDPnj0IDw+HhYVFkXUNHDgQ3t7e2L59O3bv3v1J/aIPS3ycVK3a6devH6ZNm4YtW7Zg7NixmDZtGvT09GBqaopVq1YhLS0NHh4eH12/rq4u9PX1sW3bNhgbG0MikWDmzJmf3G8rKyscOnQIvXr1gkgkwrx58z44Kps+7PXjx9WyHSsrK/Tu3RsjR47E//73P2hqamLmzJmoV68eevfuXeS65ubmOHXqFKKjo6Gvrw9tbW1YWlrCxMQEPj4+WLp0Ke7duwdfX1+59SZMmID27dtjzZo16NWrF86dO4cTJ07IjeRmXBIRUU3Ab6tERESfCVvjOjDS1iy2XHzymwroTc1mYGAAsVgNs9adr7A2xWI1GBgYfNS63t7eGDp0KOzs7JCeno5Hjx5h9OjRiIiIQP/+/SESiTBgwACMGzcOJ06cKLIubW1tuLm5ISgoCH369Pmo/tCHGRgYQE2shj8WVVxsqX1CbMk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- }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "#(data,x=\"Publication Year\",y=\"count\",hue=\"Country\", marker=\"o\")\n", - "data = wos_collabs_y\n", - "data = data[data[\"Country\"]!=\"China\"]\n", - "g=sns.histplot(\n", - " data,\n", - " x=\"Publication Year\", hue=\"Country\",\n", - " multiple=\"stack\")\n", - "sns.move_legend(g,title=None,bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0., ncols=math.ceil(len(g.legend_.texts)/5))\n", - "# g._legend(bbox_to_anchor=(1.05, 1))" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "### Institution" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 38, - "outputs": [ - { - "data": { - "text/plain": "Affiliations 4873\nAffiliations_merged 4240\nInstitution 6357\ndtype: int64" - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "wos_affiliations[[\"Affiliations\",\"Affiliations_merged\",\"Institution\"]].nunique()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 39, - "outputs": [], - "source": [ - "aff = \"Affiliations\"" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 40, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\radvanyi\\AppData\\Local\\Temp\\ipykernel_8232\\4001275826.py:1: UserWarning: This pattern is interpreted as a regular expression, and has match groups. To actually get the groups, use str.extract.\n", - " wos_affiliations.loc[wos_affiliations[\"Affiliations\"].str.contains(\"(CNRS)\", regex=True),[\"Affiliations\",\"Country\",\"Country_Type\",\"City\"]] = \"CNRS\",\"France\",\"EU\",None\n" - ] - } - ], - "source": [ - "wos_affiliations.loc[wos_affiliations[\"Affiliations\"].str.contains(\"(CNRS)\", regex=True),[\"Affiliations\",\"Country\",\"Country_Type\",\"City\"]] = \"CNRS\",\"France\",\"EU\",None\n", - "wos_affiliations.loc[wos_affiliations[\"Affiliations\"].str.contains(\"UDICE\", regex=True),[\"Country\",\"Country_Type\",\"City\"]] = \"France\",\"EU\",None\n", - "wos_affiliations.loc[wos_affiliations[\"Affiliations\"].str.contains(\"HELMHOLTZ\", regex=True),[\"Country\",\"Country_Type\",\"City\"]] = \"Germany\",\"EU\",None" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 41, - "outputs": [], - "source": [ - "wos_inst_collabs = wos_affiliations[wos_affiliations[\"Country_Type\"]!=\"Other\"][[record_col,aff,\"Country\"]].drop_duplicates()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 42, - "outputs": [ - { - "data": { - "text/plain": "2761" - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "wos_inst_collabs[aff].nunique()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "df1f03ea", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": " Affiliations count percent \n0 CHINESE ACADEMY OF SCIENCES 1128 0.114611 \\\n1 UNIVERSITY OF CHINESE ACADEMY OF SCIENCES, CAS 400 0.040642 \n2 TSINGHUA UNIVERSITY 393 0.039931 \n3 SHANGHAI JIAO TONG UNIVERSITY 354 0.035968 \n4 ZHEJIANG UNIVERSITY 337 0.034241 \n... ... ... ... \n1371 BEIJING ACADEMY OF SCIENCE & TECHNOLOGY 1 0.000102 \n1372 INSTITUT D'ESTUDIS ESPACIALS DE CATALUNYA (IEEC) 1 0.000102 \n1373 HOSPITAL UNIVERSITARI VALL D'HEBRON 1 0.000102 \n1374 SERVIER 1 0.000102 \n1375 INSTITUTE OF QUALITY STANDARDS & TESTING TECHN... 1 0.000102 \n\n weight \n0 0.027703 \n1 0.009824 \n2 0.009652 \n3 0.008694 \n4 0.008276 \n... ... \n1371 0.000025 \n1372 0.000025 \n1373 0.000025 \n1374 0.000025 \n1375 0.000025 \n\n[1376 rows x 4 columns]", - "text/html": "
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Affiliationscountpercentweight
0CHINESE ACADEMY OF SCIENCES11280.1146110.027703
1UNIVERSITY OF CHINESE ACADEMY OF SCIENCES, CAS4000.0406420.009824
2TSINGHUA UNIVERSITY3930.0399310.009652
3SHANGHAI JIAO TONG UNIVERSITY3540.0359680.008694
4ZHEJIANG UNIVERSITY3370.0342410.008276
...............
1371BEIJING ACADEMY OF SCIENCE & TECHNOLOGY10.0001020.000025
1372INSTITUT D'ESTUDIS ESPACIALS DE CATALUNYA (IEEC)10.0001020.000025
1373HOSPITAL UNIVERSITARI VALL D'HEBRON10.0001020.000025
1374SERVIER10.0001020.000025
1375INSTITUTE OF QUALITY STANDARDS & TESTING TECHN...10.0001020.000025
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1376 rows × 4 columns

\n
" - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Institutions in China\n", - "inst_collab = wos_inst_collabs[wos_inst_collabs[\"Country\"]==\"China\"][aff].value_counts().reset_index()\n", - "inst_collab[\"percent\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].nunique()\n", - "inst_collab[\"weight\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].size\n", - "\n", - "top50_ch = inst_collab[0:50][aff].to_list()\n", - "inst_collab" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = inst_collab[0:50]\n", - "g = sns.barplot(data, x=\"count\", y=aff, color=\"blue\")\n", - "g.set_ylabel(\"Institution\")\n", - "g.set_xlabel(\"Number of co-publications\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "* observe: CNRS --> Institution - country merge needs some more work" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 45, - "id": "e4c50e14", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": " Affiliations count percent \n0 UDICE-FRENCH RESEARCH UNIVERSITIES 647 0.065739 \\\n1 CNRS 640 0.065027 \n2 HELMHOLTZ ASSOCIATION 427 0.043385 \n3 TECHNICAL UNIVERSITY OF MUNICH 308 0.031294 \n4 DELFT UNIVERSITY OF TECHNOLOGY 242 0.024588 \n... ... ... ... \n1892 GUY'S & ST THOMAS' NHS FOUNDATION TRUST 1 0.000102 \n1893 GUGLIELMO DA SALICETO HOSPITAL 1 0.000102 \n1894 GREAT ORMOND STREET HOSPITAL FOR CHILDREN NHS ... 1 0.000102 \n1895 GELRE HOSPITALS 1 0.000102 \n1896 HOSPITAL UNIVERSITARIO LA PAZ 1 0.000102 \n\n weight \n0 0.015890 \n1 0.015718 \n2 0.010487 \n3 0.007564 \n4 0.005943 \n... ... \n1892 0.000025 \n1893 0.000025 \n1894 0.000025 \n1895 0.000025 \n1896 0.000025 \n\n[1897 rows x 4 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Affiliationscountpercentweight
0UDICE-FRENCH RESEARCH UNIVERSITIES6470.0657390.015890
1CNRS6400.0650270.015718
2HELMHOLTZ ASSOCIATION4270.0433850.010487
3TECHNICAL UNIVERSITY OF MUNICH3080.0312940.007564
4DELFT UNIVERSITY OF TECHNOLOGY2420.0245880.005943
...............
1892GUY'S & ST THOMAS' NHS FOUNDATION TRUST10.0001020.000025
1893GUGLIELMO DA SALICETO HOSPITAL10.0001020.000025
1894GREAT ORMOND STREET HOSPITAL FOR CHILDREN NHS ...10.0001020.000025
1895GELRE HOSPITALS10.0001020.000025
1896HOSPITAL UNIVERSITARIO LA PAZ10.0001020.000025
\n

1897 rows × 4 columns

\n
" - }, - "execution_count": 45, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Institutions in EU\n", - "inst_collab = wos_inst_collabs[wos_inst_collabs[\"Country\"]!=\"China\"][aff].value_counts().reset_index()\n", - "inst_collab[\"percent\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].nunique()\n", - "inst_collab[\"weight\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].size\n", - "\n", - "top50_eu = inst_collab[0:50][aff].to_list()\n", - "inst_collab" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = inst_collab[0:50]\n", - "g = sns.barplot(data, x=\"count\", y=aff, color=\"blue\")\n", - "# g.set_xlim(0,6000)\n", - "g.set_ylabel(\"Institution\")\n", - "g.set_xlabel(\"Number of co-publications\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "markdown", - "source": [ - "# Again but cleaning up a bit for top50 and plotting top25" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 47, - "outputs": [], - "source": [ - "wos_affiliations.loc[wos_affiliations[\"Affiliations\"].isin(top50_eu),\"Country_Type\"] = \"EU\"\n", - "wos_affiliations.loc[wos_affiliations[\"Affiliations\"].isin(top50_ch),\"Country_Type\"] = \"China\"\n", - "wos_inst_collabs = wos_affiliations[wos_affiliations[\"Country_Type\"]!=\"Other\"][[record_col,aff,\"Country_Type\"]].drop_duplicates()" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 48, - "outputs": [ - { - "data": { - "text/plain": " Affiliations count percent \n0 CHINESE ACADEMY OF SCIENCES 1188 0.120707 \\\n1 UNIVERSITY OF CHINESE ACADEMY OF SCIENCES, CAS 411 0.041760 \n2 TSINGHUA UNIVERSITY 393 0.039931 \n3 SHANGHAI JIAO TONG UNIVERSITY 355 0.036070 \n4 ZHEJIANG UNIVERSITY 337 0.034241 \n... ... ... ... \n1344 FOUNDATION FOR RESEARCH & TECHNOLOGY - HELLAS ... 1 0.000102 \n1345 NANYANG NORMAL COLLEGE 1 0.000102 \n1346 UNIVERSITY OF GOTTINGEN 1 0.000102 \n1347 CSIC - INSTITUT DE ROBOTICA I INFORMATICA INDU... 1 0.000102 \n1348 INSTITUTE OF QUALITY STANDARDS & TESTING TECHN... 1 0.000102 \n\n weight \n0 0.029176 \n1 0.010094 \n2 0.009652 \n3 0.008719 \n4 0.008276 \n... ... \n1344 0.000025 \n1345 0.000025 \n1346 0.000025 \n1347 0.000025 \n1348 0.000025 \n\n[1349 rows x 4 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Affiliationscountpercentweight
0CHINESE ACADEMY OF SCIENCES11880.1207070.029176
1UNIVERSITY OF CHINESE ACADEMY OF SCIENCES, CAS4110.0417600.010094
2TSINGHUA UNIVERSITY3930.0399310.009652
3SHANGHAI JIAO TONG UNIVERSITY3550.0360700.008719
4ZHEJIANG UNIVERSITY3370.0342410.008276
...............
1344FOUNDATION FOR RESEARCH & TECHNOLOGY - HELLAS ...10.0001020.000025
1345NANYANG NORMAL COLLEGE10.0001020.000025
1346UNIVERSITY OF GOTTINGEN10.0001020.000025
1347CSIC - INSTITUT DE ROBOTICA I INFORMATICA INDU...10.0001020.000025
1348INSTITUTE OF QUALITY STANDARDS & TESTING TECHN...10.0001020.000025
\n

1349 rows × 4 columns

\n
" - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Institutions in China\n", - "inst_collab = wos_inst_collabs[wos_inst_collabs[\"Country_Type\"]==\"China\"][aff].value_counts().reset_index()\n", - "inst_collab[\"percent\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].nunique()\n", - "inst_collab[\"weight\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].size\n", - "inst_collab" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 49, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = inst_collab[0:25]\n", - "g = sns.barplot(data, x=\"count\", y=aff, color=\"blue\")\n", - "g.set_ylabel(\"Institution\")\n", - "g.set_xlabel(\"Number of co-publications\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 50, - "outputs": [ - { - "data": { - "text/plain": " Affiliations count percent \n0 UDICE-FRENCH RESEARCH UNIVERSITIES 647 0.065739 \\\n1 CNRS 640 0.065027 \n2 HELMHOLTZ ASSOCIATION 427 0.043385 \n3 TECHNICAL UNIVERSITY OF MUNICH 312 0.031701 \n4 UNIVERSITE PARIS SACLAY 254 0.025808 \n... ... ... ... \n1870 UNIVERSITY OF AGRICULTURE FAISALABAD 1 0.000102 \n1871 CLINICAL CENTRE OF SERBIA 1 0.000102 \n1872 AZIENDA OSPEDALIERA SAN CAMILLO-FORLANINI 1 0.000102 \n1873 IRCCS ISTITUTO DI RICERCA DIAGNOSTICA E NUCLEA... 1 0.000102 \n1874 HOSPITAL UNIVERSITARIO LA PAZ 1 0.000102 \n\n weight \n0 0.015890 \n1 0.015718 \n2 0.010487 \n3 0.007662 \n4 0.006238 \n... ... \n1870 0.000025 \n1871 0.000025 \n1872 0.000025 \n1873 0.000025 \n1874 0.000025 \n\n[1875 rows x 4 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Affiliationscountpercentweight
0UDICE-FRENCH RESEARCH UNIVERSITIES6470.0657390.015890
1CNRS6400.0650270.015718
2HELMHOLTZ ASSOCIATION4270.0433850.010487
3TECHNICAL UNIVERSITY OF MUNICH3120.0317010.007662
4UNIVERSITE PARIS SACLAY2540.0258080.006238
...............
1870UNIVERSITY OF AGRICULTURE FAISALABAD10.0001020.000025
1871CLINICAL CENTRE OF SERBIA10.0001020.000025
1872AZIENDA OSPEDALIERA SAN CAMILLO-FORLANINI10.0001020.000025
1873IRCCS ISTITUTO DI RICERCA DIAGNOSTICA E NUCLEA...10.0001020.000025
1874HOSPITAL UNIVERSITARIO LA PAZ10.0001020.000025
\n

1875 rows × 4 columns

\n
" - }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Institutions in EU\n", - "inst_collab = wos_inst_collabs[wos_inst_collabs[\"Country_Type\"]!=\"China\"][aff].value_counts().reset_index()\n", - "inst_collab[\"percent\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].nunique()\n", - "inst_collab[\"weight\"] = inst_collab[\"count\"]/wos_inst_collabs[record_col].size\n", - "inst_collab" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 51, - "outputs": [ - { - "data": { - "text/plain": "
", - "image/png": 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = inst_collab[0:25]\n", - "g = sns.barplot(data, x=\"count\", y=aff, color=\"blue\")\n", - "g.set_ylabel(\"Institution\")\n", - "g.set_xlabel(\"Number of co-publications\")\n", - "for i in g.containers:\n", - " g.bar_label(i,)" - ], - "metadata": { - "collapsed": false - } - }, - { - "cell_type": "code", - "execution_count": 53, - "outputs": [ - { - "data": { - "text/plain": " UT (Unique WOS ID) Affiliations Country_Type\n0 WOS:000947693400001 UNIVERSITAT POLITECNICA DE VALENCIA EU\n1 WOS:000947693400001 SHANGHAITECH UNIVERSITY China\n2 WOS:000947693400001 SHANGHAI OCEAN UNIVERSITY China\n3 WOS:000947693400001 SHANGHAI JIAO TONG UNIVERSITY China\n4 WOS:000947693400001 HUZHOU UNIVERSITY China\n... ... ... ...\n63580 WOS:000301090100061 UNIVERSITY OF LUBECK EU\n63584 WOS:000301090100061 CAPITAL MEDICAL UNIVERSITY China\n63586 WOS:000297893800037 UNIVERSIDAD POLITECNICA DE MADRID EU\n63587 WOS:000297893800037 BEIJING INSTITUTE OF TECHNOLOGY China\n63589 WOS:000209536100003 BULGARIAN ACADEMY OF SCIENCES EU\n\n[40718 rows x 3 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
UT (Unique WOS ID)AffiliationsCountry_Type
0WOS:000947693400001UNIVERSITAT POLITECNICA DE VALENCIAEU
1WOS:000947693400001SHANGHAITECH UNIVERSITYChina
2WOS:000947693400001SHANGHAI OCEAN UNIVERSITYChina
3WOS:000947693400001SHANGHAI JIAO TONG UNIVERSITYChina
4WOS:000947693400001HUZHOU UNIVERSITYChina
............
63580WOS:000301090100061UNIVERSITY OF LUBECKEU
63584WOS:000301090100061CAPITAL MEDICAL UNIVERSITYChina
63586WOS:000297893800037UNIVERSIDAD POLITECNICA DE MADRIDEU
63587WOS:000297893800037BEIJING INSTITUTE OF TECHNOLOGYChina
63589WOS:000209536100003BULGARIAN ACADEMY OF SCIENCESEU
\n

40718 rows × 3 columns

\n
" - }, - "execution_count": 53, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "wos_inst_collabs" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.16" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/WOS/wos_extract/wos_query_generator.ipynb b/WOS/wos_extract/wos_query_generator.ipynb index bda3936..b351f64 100644 --- a/WOS/wos_extract/wos_query_generator.ipynb +++ b/WOS/wos_extract/wos_query_generator.ipynb @@ -22,10 +22,7 @@ "country_mode = \"CU\" #CU-country-region AU-address" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -36,10 +33,7 @@ "# (TS=(\"artificial intelligence\") OR TS=(\"machine learning\") OR TS=(\"neural network\") OR TS=(\"big data\") OR TS=(\"deep learning\") OR TS=(\"computer vision\") OR TS=(\"pattern recognition\")) AND" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -66,10 +60,7 @@ "keywords_str" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -102,10 +93,7 @@ "# eu_sub_str" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -114,10 +102,7 @@ "outputs": [], "source": [], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -137,10 +122,7 @@ "coop_countries[-5:]" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -160,10 +142,7 @@ "foc_str" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -184,10 +163,7 @@ "scope_query" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -208,10 +184,7 @@ "ch_scope_query" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -232,10 +205,7 @@ "eu_scope_query" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -246,10 +216,7 @@ "sub_queries = [f'PY=(2011-2022) AND ({i_str}) AND ({keywords_str})' for i_str in [foc_str,eu_str,assoc_str,nor_str,swi_str,uk_str]+eu_sub_str]" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -260,10 +227,7 @@ "from wossel_miners import wos_fetch_entries,wos_fetch_yearly_output" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -282,10 +246,7 @@ "wos_fetch_yearly_output(query_str_list=sub_queries)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -305,10 +266,7 @@ "scope_query" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -342,10 +300,7 @@ "wos_fetch_entries(query_str=scope_query)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } } ], @@ -370,4 +325,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/WOS/wos_extract/wos_query_generator_simplesyntax.ipynb b/WOS/wos_extract/wos_query_generator_simplesyntax.ipynb new file mode 100644 index 0000000..519eede --- /dev/null +++ b/WOS/wos_extract/wos_query_generator_simplesyntax.ipynb @@ -0,0 +1,294 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 65, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import os\n", + "\n", + "import pandas as pd\n", + "focal_countries_list = [\"Peoples R china\", \"Hong Kong\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "outputs": [], + "source": [ + "country_mode = \"CU\" #CU-country-region AU-address" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 67, + "outputs": [], + "source": [ + "# (TS=(\"artificial intelligence\") OR TS=(\"machine learning\") OR TS=(\"neural network\") OR TS=(\"big data\") OR TS=(\"deep learning\") OR TS=(\"computer vision\") OR TS=(\"pattern recognition\")) AND" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 68, + "outputs": [], + "source": [ + "keywords_source = r'..\\ai_scope_keywords.txt'\n", + "with open(keywords_source,'r') as f:\n", + " keywords = \"\\n\".join(f.readlines()).replace('\\n','')" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 69, + "outputs": [ + { + "data": { + "text/plain": "'artificial intelligence*,machine* learn*,neural network*,big data*,deep learn*,pattern recognition,computer vision,image classification,reinforcement learning,support vector machine*,recommender system*,random forest,ensemble model*,image processing,generative network*,ai ethic*,natural language processing,clustering algorithm*,feature extraction,time series forecast*,anomaly detection,identity fraud detection,dimensionality reduction,feature elicitation,chatbot*,clustering,*supervised learning,convolutional network*,convolutional neural,adversarial network*,adversarial neural,adversarial machine,autoencoder*,gated recurrent unit*,perceptron*,feature learning,feature engineering,long short-term memor*,word embedding*,word vector*,gradient descent,k-nearest neighbor*,naive bayes,transfer learning,fuzzy logic,backpropagation,computational modeling,computational statistic*,intelligent agent*,expert system*,decision tree*,Bayesian network*,genetic algorithm*,swarm intelligence,cognitive computing,artificial neural network*convolutional neural network*,recurrent neural network*,ensemble learning,data mining,artificial general intelligence,artificial consciousness,evolutionary algorithm*,self-organizing map*,deep reinforcement learning,adversarial machine learning,machine vision,neural-symbolic integration,probabilistic graphical model*,hybrid intelligent system*,machine creativity,explainable AI,interactive machine learning,artificial emotional intelligence,evolutionary computation*,human-in-the-loop,unsupervised deep learning,deep belief network*,quantum machine learning,artificial immune system*,swarm robotics,autonomous agents,machine ethics,collaborative filtering,content based filtering,pervasive computing,ubiquitous computing,human-computer interaction,cloud computing,Internet of Things,artificial cognition,computational creativity,sentiment analy*,robotics,boltzmann machine*,kernel machine*,Hopfield network*,Hebbian learning,latent factor model*,non-negative matrix factorization,independent component analysis,principal component analysis,data augmentation,image segmentation,autoregressive language model*,generative pre-trained transformer*,smart city,smart home,smart grid,smart health,smart manufacturing,smart agriculture,smart environment,smart energy,smart mobility,smart buildings,smart tourism,smart logistics,smart supply chain,smart retail,smart waste management,smart parking,smart governance,smart education,smart technolog*,smart diagnostic*,data* analytic*,hadoop*,mapreduce,map$reduce,large$ dataset*,data warehouse*,predictive analytic*,no$sql,nosql,no sql,unstructured data*,data science*'" + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "keywords" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 70, + "outputs": [ + { + "data": { + "text/plain": "'\"artificial intelligence*\" OR \"machine* learn*\" OR \"neural network*\" OR \"big data*\" OR \"deep learn*\" OR \"pattern recognition\" OR \"computer vision\" OR \"image classification\" OR \"reinforcement learning\" OR \"support vector machine*\" OR \"recommender system*\" OR \"random forest\" OR \"ensemble model*\" OR \"image processing\" OR \"generative network*\" OR \"ai ethic*\" OR \"natural language processing\" OR \"clustering algorithm*\" OR \"feature extraction\" OR \"time series forecast*\" OR \"anomaly detection\" OR \"identity fraud detection\" OR \"dimensionality reduction\" OR \"feature elicitation\" OR \"chatbot*\" OR \"clustering\" OR \"*supervised learning\" OR \"convolutional network*\" OR \"convolutional neural\" OR \"adversarial network*\" OR \"adversarial neural\" OR \"adversarial machine\" OR \"autoencoder*\" OR \"gated recurrent unit*\" OR \"perceptron*\" OR \"feature learning\" OR \"feature engineering\" OR \"long short-term memor*\" OR \"word embedding*\" OR \"word vector*\" OR \"gradient descent\" OR \"k-nearest neighbor*\" OR \"naive bayes\" OR \"transfer learning\" OR \"fuzzy logic\" OR \"backpropagation\" OR \"computational modeling\" OR \"computational statistic*\" OR \"intelligent agent*\" OR \"expert system*\" OR \"decision tree*\" OR \"Bayesian network*\" OR \"genetic algorithm*\" OR \"swarm intelligence\" OR \"cognitive computing\" OR \"artificial neural network*convolutional neural network*\" OR \"recurrent neural network*\" OR \"ensemble learning\" OR \"data mining\" OR \"artificial general intelligence\" OR \"artificial consciousness\" OR \"evolutionary algorithm*\" OR \"self-organizing map*\" OR \"deep reinforcement learning\" OR \"adversarial machine learning\" OR \"machine vision\" OR \"neural-symbolic integration\" OR \"probabilistic graphical model*\" OR \"hybrid intelligent system*\" OR \"machine creativity\" OR \"explainable AI\" OR \"interactive machine learning\" OR \"artificial emotional intelligence\" OR \"evolutionary computation*\" OR \"human-in-the-loop\" OR \"unsupervised deep learning\" OR \"deep belief network*\" OR \"quantum machine learning\" OR \"artificial immune system*\" OR \"swarm robotics\" OR \"autonomous agents\" OR \"machine ethics\" OR \"collaborative filtering\" OR \"content based filtering\" OR \"pervasive computing\" OR \"ubiquitous computing\" OR \"human-computer interaction\" OR \"cloud computing\" OR \"Internet of Things\" OR \"artificial cognition\" OR \"computational creativity\" OR \"sentiment analy*\" OR \"robotics\" OR \"boltzmann machine*\" OR \"kernel machine*\" OR \"Hopfield network*\" OR \"Hebbian learning\" OR \"latent factor model*\" OR \"non-negative matrix factorization\" OR \"independent component analysis\" OR \"principal component analysis\" OR \"data augmentation\" OR \"image segmentation\" OR \"autoregressive language model*\" OR \"generative pre-trained transformer*\" OR \"smart city\" OR \"smart home\" OR \"smart grid\" OR \"smart health\" OR \"smart manufacturing\" OR \"smart agriculture\" OR \"smart environment\" OR \"smart energy\" OR \"smart mobility\" OR \"smart buildings\" OR \"smart tourism\" OR \"smart logistics\" OR \"smart supply chain\" OR \"smart retail\" OR \"smart waste management\" OR \"smart parking\" OR \"smart governance\" OR \"smart education\" OR \"smart technolog*\" OR \"smart diagnostic*\" OR \"data* analytic*\" OR \"hadoop*\" OR \"mapreduce\" OR \"map$reduce\" OR \"large$ dataset*\" OR \"data warehouse*\" OR \"predictive analytic*\" OR \"no$sql\" OR \"nosql\" OR \"no sql\" OR \"unstructured data*\" OR \"data science*\"'" + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "keywords = [c.strip() for c in keywords.split(\",\")]\n", + "\n", + "keywords_str = ' OR '.join('\\\"'+k+'\\\"' for k in keywords)\n", + "keywords_str" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 70, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 71, + "outputs": [], + "source": [ + "scope_country_source = r'..\\eu_scope_countries.txt'\n", + "\n", + "with open(scope_country_source,'r') as f:\n", + " coop_countries = f.readlines()\n", + "coop_countries = [c.strip().upper() for c in coop_countries[0].split(\",\")]\n", + "focal_countries = [c.strip().upper() for c in focal_countries_list]\n", + "eu_countries = coop_countries[0:-7]\n", + "assoc_countries = coop_countries[-7:]\n", + "\n", + "nor_c = [coop_countries[-7],]\n", + "swi_c = [coop_countries[-6],]\n", + "uk_c = coop_countries[-5:]\n", + "\n", + "foc_str = ' OR '.join([c for c in focal_countries])\n", + "coop_str = ' OR '.join([c for c in coop_countries])\n", + "eu_str = ' OR '.join([c for c in eu_countries])\n", + "assoc_str = ' OR '.join([c for c in assoc_countries])\n", + "\n", + "nor_str =' OR '.join([c for c in nor_c])\n", + "swi_str =' OR '.join([c for c in swi_c])\n", + "uk_str =' OR '.join([c for c in uk_c])\n", + "eu_sub_str = eu_str.split(' OR ')\n", + "# eu_sub_str" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 72, + "outputs": [ + { + "data": { + "text/plain": "'AUSTRIA OR BELGIUM OR BULGARIA OR CROATIA OR CYPRUS OR CZECH REPUBLIC OR DENMARK OR ESTONIA OR FINLAND OR FRANCE OR GERMANY OR GREECE OR HUNGARY OR IRELAND OR ITALY OR LATVIA OR LITHUANIA OR LUXEMBOURG OR MALTA OR NETHERLANDS OR POLAND OR PORTUGAL OR ROMANIA OR SLOVAKIA OR SLOVENIA OR SPAIN OR SWEDEN OR NORWAY OR SWITZERLAND OR UNITED KINGDOM OR ENGLAND OR WALES OR SCOTLAND OR N IRELAND'" + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "eu_assoc = ' OR '.join([eu_str,nor_str,swi_str,uk_str])\n", + "eu_assoc" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 73, + "outputs": [ + { + "data": { + "text/plain": "'PEOPLES R CHINA OR HONG KONG'" + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "foc_str" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 73, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 73, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 74, + "outputs": [ + { + "data": { + "text/plain": "'CU=(PEOPLES R CHINA OR HONG KONG) AND CU=(AUSTRIA OR BELGIUM OR BULGARIA OR CROATIA OR CYPRUS OR CZECH REPUBLIC OR DENMARK OR ESTONIA OR FINLAND OR FRANCE OR GERMANY OR GREECE OR HUNGARY OR IRELAND OR ITALY OR LATVIA OR LITHUANIA OR LUXEMBOURG OR MALTA OR NETHERLANDS OR POLAND OR PORTUGAL OR ROMANIA OR SLOVAKIA OR SLOVENIA OR SPAIN OR SWEDEN OR NORWAY OR SWITZERLAND OR UNITED KINGDOM OR ENGLAND OR WALES OR SCOTLAND OR N IRELAND) AND TS=(\"artificial intelligence*\" OR \"machine* learn*\" OR \"neural network*\" OR \"big data*\" OR \"deep learn*\" OR \"pattern recognition\" OR \"computer vision\" OR \"image classification\" OR \"reinforcement learning\" OR \"support vector machine*\" OR \"recommender system*\" OR \"random forest\" OR \"ensemble model*\" OR \"image processing\" OR \"generative network*\" OR \"ai ethic*\" OR \"natural language processing\" OR \"clustering algorithm*\" OR \"feature extraction\" OR \"time series forecast*\" OR \"anomaly detection\" OR \"identity fraud detection\" OR \"dimensionality reduction\" OR \"feature elicitation\" OR \"chatbot*\" OR \"clustering\" OR \"*supervised learning\" OR \"convolutional network*\" OR \"convolutional neural\" OR \"adversarial network*\" OR \"adversarial neural\" OR \"adversarial machine\" OR \"autoencoder*\" OR \"gated recurrent unit*\" OR \"perceptron*\" OR \"feature learning\" OR \"feature engineering\" OR \"long short-term memor*\" OR \"word embedding*\" OR \"word vector*\" OR \"gradient descent\" OR \"k-nearest neighbor*\" OR \"naive bayes\" OR \"transfer learning\" OR \"fuzzy logic\" OR \"backpropagation\" OR \"computational modeling\" OR \"computational statistic*\" OR \"intelligent agent*\" OR \"expert system*\" OR \"decision tree*\" OR \"Bayesian network*\" OR \"genetic algorithm*\" OR \"swarm intelligence\" OR \"cognitive computing\" OR \"artificial neural network*convolutional neural network*\" OR \"recurrent neural network*\" OR \"ensemble learning\" OR \"data mining\" OR \"artificial general intelligence\" OR \"artificial consciousness\" OR \"evolutionary algorithm*\" OR \"self-organizing map*\" OR \"deep reinforcement learning\" OR \"adversarial machine learning\" OR \"machine vision\" OR \"neural-symbolic integration\" OR \"probabilistic graphical model*\" OR \"hybrid intelligent system*\" OR \"machine creativity\" OR \"explainable AI\" OR \"interactive machine learning\" OR \"artificial emotional intelligence\" OR \"evolutionary computation*\" OR \"human-in-the-loop\" OR \"unsupervised deep learning\" OR \"deep belief network*\" OR \"quantum machine learning\" OR \"artificial immune system*\" OR \"swarm robotics\" OR \"autonomous agents\" OR \"machine ethics\" OR \"collaborative filtering\" OR \"content based filtering\" OR \"pervasive computing\" OR \"ubiquitous computing\" OR \"human-computer interaction\" OR \"cloud computing\" OR \"Internet of Things\" OR \"artificial cognition\" OR \"computational creativity\" OR \"sentiment analy*\" OR \"robotics\" OR \"boltzmann machine*\" OR \"kernel machine*\" OR \"Hopfield network*\" OR \"Hebbian learning\" OR \"latent factor model*\" OR \"non-negative matrix factorization\" OR \"independent component analysis\" OR \"principal component analysis\" OR \"data augmentation\" OR \"image segmentation\" OR \"autoregressive language model*\" OR \"generative pre-trained transformer*\" OR \"smart city\" OR \"smart home\" OR \"smart grid\" OR \"smart health\" OR \"smart manufacturing\" OR \"smart agriculture\" OR \"smart environment\" OR \"smart energy\" OR \"smart mobility\" OR \"smart buildings\" OR \"smart tourism\" OR \"smart logistics\" OR \"smart supply chain\" OR \"smart retail\" OR \"smart waste management\" OR \"smart parking\" OR \"smart governance\" OR \"smart education\" OR \"smart technolog*\" OR \"smart diagnostic*\" OR \"data* analytic*\" OR \"hadoop*\" OR \"mapreduce\" OR \"map$reduce\" OR \"large$ dataset*\" OR \"data warehouse*\" OR \"predictive analytic*\" OR \"no$sql\" OR \"nosql\" OR \"no sql\" OR \"unstructured data*\" OR \"data science*\") AND PY=(2011-2022)'" + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scope_query = f'CU=({foc_str}) AND CU=({eu_assoc}) AND TS=({keywords_str}) AND PY=(2011-2022)'\n", + "scope_query" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 74, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 75, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'pytest'", + "output_type": "error", + "traceback": [ + "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m", + "\u001B[1;31mModuleNotFoundError\u001B[0m Traceback (most recent call last)", + "Cell \u001B[1;32mIn[75], line 1\u001B[0m\n\u001B[1;32m----> 1\u001B[0m \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01mwossel_miners\u001B[39;00m \u001B[38;5;28;01mimport\u001B[39;00m wos_fetch_entries,wos_fetch_yearly_output\n", + "File \u001B[1;32m~\\PycharmProjects\\ZSI_analytics\\WOS\\wos_extract\\wossel_miners.py:3\u001B[0m\n\u001B[0;32m 1\u001B[0m \u001B[38;5;28;01mimport\u001B[39;00m \u001B[38;5;21;01mos\u001B[39;00m\n\u001B[0;32m 2\u001B[0m \u001B[38;5;28;01mimport\u001B[39;00m \u001B[38;5;21;01mglob\u001B[39;00m\n\u001B[1;32m----> 3\u001B[0m \u001B[38;5;28;01mimport\u001B[39;00m \u001B[38;5;21;01mpytest\u001B[39;00m\n\u001B[0;32m 4\u001B[0m \u001B[38;5;28;01mimport\u001B[39;00m \u001B[38;5;21;01mtime\u001B[39;00m\n\u001B[0;32m 5\u001B[0m \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01mdatetime\u001B[39;00m \u001B[38;5;28;01mimport\u001B[39;00m datetime\n", + "\u001B[1;31mModuleNotFoundError\u001B[0m: No module named 'pytest'" + ] + } + ], + "source": [ + "from wossel_miners import wos_fetch_entries,wos_fetch_yearly_output" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [ + "# wos_fetch_yearly_output(query_str_list=sub_queries)" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [ + "# wos_fetch_entries(query_str=scope_query)" + ], + "metadata": { + "collapsed": false + } + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/WOS/wos_extract/wos_records_concat.csv b/WOS/wos_extract/wos_records_concat.csv new file mode 100644 index 0000000..17f0ba0 --- /dev/null +++ b/WOS/wos_extract/wos_records_concat.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b4488a74c6abb033610f3d72af50b4d4aa1f0d455b0fa7399161d8a11cdf085 +size 126669330 diff --git a/WOS/wos_extract/wos_records_concatter.ipynb b/WOS/wos_extract/wos_records_concatter.ipynb new file mode 100644 index 0000000..84cf73e --- /dev/null +++ b/WOS/wos_extract/wos_records_concatter.ipynb @@ -0,0 +1,188 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import os\n", + "import shutil\n", + "import re\n", + "import spacy" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Concatting records for query:\n", + "\n", + "['(CU=PEOPLES R CHINA OR CU=HONG KONG) AND (CU=AUSTRIA OR CU=BELGIUM OR CU=BULGARIA OR CU=CROATIA OR CU=CYPRUS OR CU=CZECH REPUBLIC OR CU=DENMARK OR CU=ESTONIA OR CU=FINLAND OR CU=FRANCE OR CU=GERMANY OR CU=GREECE OR CU=HUNGARY OR CU=IRELAND OR CU=ITALY OR CU=LATVIA OR CU=LITHUANIA OR CU=LUXEMBOURG OR CU=MALTA OR CU=NETHERLANDS OR CU=POLAND OR CU=PORTUGAL OR CU=ROMANIA OR CU=SLOVAKIA OR CU=SLOVENIA OR CU=SPAIN OR CU=SWEDEN OR CU=NORWAY OR CU=SWITZERLAND OR CU=UNITED KINGDOM OR CU=ENGLAND OR CU=WALES OR CU=SCOTLAND OR CU=N IRELAND) AND (TS=(\"artificial intelligence\") OR TS=(\"machine learning\") OR TS=(\"neural network\") OR TS=(\"big data\") OR TS=(\"deep learning\") OR TS=(\"pattern recognition\") OR TS=(\"computer vision\") OR TS=(\"image classification\") OR TS=(\"reinforcement learning\") OR TS=(\"support vector machines\") OR TS=(\"recommender system\") OR TS=(\"random forest\") OR TS=(\"ensemble model\") OR TS=(\"image processing\") OR TS=(\"generative network\") OR TS=(\"ai ethic\") OR TS=(\"natural language processing\") OR TS=(\"clustering algorithm\") OR TS=(\"feature extraction\") OR TS=(\"time series forecast\") OR TS=(\"anomaly detection\") OR TS=(\"identity fraud detection\") OR TS=(\"dimensionality reduction\") OR TS=(\"feature elicitation\") OR TS=(\"chatbot\") OR TS=(\"clustering\") OR TS=(\"unsupervised learning\") OR TS=(\"supervised learning\") OR TS=(\"convolutional network\") OR TS=(\"adversarial network\")) AND PY=(2011-2022)']\n" + ] + } + ], + "source": [ + "folder_token=\"2023-04-04-12-58-59-994722save\"\n", + "workdir_path=fr\"wos_downloads/entry_batches/{folder_token}\"\n", + "outfile='wos_records_concat.csv'\n", + "try:\n", + " os.remove(outfile)\n", + "except FileNotFoundError:\n", + " pass\n", + "with_header=True\n", + "for root, dirs, files in os.walk(workdir_path):\n", + " for filename in files:\n", + " path=os.path.join(root, filename)\n", + " if filename.startswith(\"records_\"):\n", + " chunk = pd.read_csv(path, sep=\"\\t\")\n", + " chunk.to_csv(outfile, mode=\"a\", index=False, header=with_header, sep=\"\\t\")\n", + " with_header = False\n", + " elif filename.startswith(\"query\"):\n", + " with open(path,\"r\") as f:\n", + " q=f.readlines()\n", + " print(\"Concatting records for query:\\n\")\n", + " print(q)" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 20, + "outputs": [], + "source": [ + "# df_pre = pd.read_excel(r\"C:\\Users\\radvanyi\\PycharmProjects\\ZSI_analytics\\WOS\\wos_extract\\v1_\\wosexport1.xls\")\n", + "# list(df_pre.columns[:-1])" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 21, + "outputs": [], + "source": [ + "col_vals = ['Publication Type',\n", + " 'Authors',\n", + " 'Book Authors',\n", + " 'Book Editors',\n", + " 'Book Group Authors',\n", + " 'Author Full Names',\n", + " 'Book Author Full Names',\n", + " 'Group Authors',\n", + " 'Article Title',\n", + " 'Source Title',\n", + " 'Book Series Title',\n", + " 'Book Series Subtitle',\n", + " 'Language',\n", + " 'Document Type',\n", + " 'Conference Title',\n", + " 'Conference Date',\n", + " 'Conference Location',\n", + " 'Conference Sponsor',\n", + " 'Conference Host',\n", + " 'Author Keywords',\n", + " 'Keywords Plus',\n", + " 'Abstract',\n", + " 'Addresses',\n", + " 'Affiliations',\n", + " 'Reprint Addresses',\n", + " 'Email Addresses',\n", + " 'Researcher Ids',\n", + " 'ORCIDs',\n", + " 'Funding Orgs',\n", + " 'Funding Name Preferred',\n", + " 'Funding Text',\n", + " 'Cited References',\n", + " 'Cited Reference Count',\n", + " 'Times Cited, WoS Core',\n", + " 'Times Cited, All Databases',\n", + " '180 Day Usage Count',\n", + " 'Since 2013 Usage Count',\n", + " 'Publisher',\n", + " 'Publisher City',\n", + " 'Publisher Address',\n", + " 'ISSN',\n", + " 'eISSN',\n", + " 'ISBN',\n", + " 'Journal Abbreviation',\n", + " 'Journal ISO Abbreviation',\n", + " 'Publication Date',\n", + " 'Publication Year',\n", + " 'Volume',\n", + " 'Issue',\n", + " 'Part Number',\n", + " 'Supplement',\n", + " 'Special Issue',\n", + " 'Meeting Abstract',\n", + " 'Start Page',\n", + " 'End Page',\n", + " 'Article Number',\n", + " 'DOI',\n", + " 'DOI Link',\n", + " 'Book DOI',\n", + " 'Early Access Date',\n", + " 'Number of Pages',\n", + " 'WoS Categories',\n", + " 'Web of Science Index',\n", + " 'Research Areas',\n", + " 'IDS Number',\n", + " 'Pubmed Id',\n", + " 'Open Access Designations',\n", + " 'Highly Cited Status',\n", + " 'Hot Paper Status',\n", + " 'Date of Export',\n", + " 'UT (Unique WOS ID)']" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 22, + "outputs": [], + "source": [ + "df = pd.read_csv(outfile, sep=\"\\t\",low_memory=False)\n", + "df.columns = col_vals\n", + "# df\n", + "df.to_csv(outfile, index=False, header=True, sep=\"\\t\")" + ], + "metadata": { + "collapsed": false + } + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/WOS/wos_processing.ipynb b/WOS/wos_processing.ipynb index 493b5b4..13044f8 100644 --- a/WOS/wos_processing.ipynb +++ b/WOS/wos_processing.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 35, + "execution_count": 7, "outputs": [], "source": [ "import numpy as np\n", @@ -11,219 +11,50 @@ "import shutil\n", "from flashgeotext.geotext import GeoText\n", "import re\n", - "import spacy" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 20, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "I like salty fries and hamburgers. <-> Fast food tastes very good. 0.691649353055761\n", - "salty fries <-> hamburgers 0.6938489675521851\n" - ] - } - ], - "source": [ - "import spacy\n", - "\n", - "nlp = spacy.load(\"en_core_web_md\") # make sure to use larger package!\n", - "doc1 = nlp(\"I like salty fries and hamburgers.\")\n", - "doc2 = nlp(\"Fast food tastes very good.\")\n", - "\n", - "# Similarity of two documents\n", - "print(doc1, \"<->\", doc2, doc1.similarity(doc2))\n", - "# Similarity of tokens and spans\n", - "french_fries = doc1[2:4]\n", - "burgers = doc1[5]\n", - "print(french_fries, \"<->\", burgers, french_fries.similarity(burgers))" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 21, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "I\n", - "salty fry\n", - "hamburger\n" - ] - }, - { - "data": { - "text/plain": "[None, None, None]" - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "[print(i.lemma_) for i in doc1.noun_chunks]" + "# import spacy\n", + "#\n", + "# nlp = spacy.load(\"en_core_web_lg\")" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 8, + "metadata": {}, "outputs": [], "source": [ - "doc_test = nlp(\"On the inevitability of neural networks and other tasty topics of the 21st century\")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 23, - "outputs": [ - { - "data": { - "text/plain": "['the inevitability',\n 'neural network',\n 'other tasty topic',\n 'the 21st century']" - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "[i.lemma_ for i in doc_test.noun_chunks]" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + "record_col=\"UT (Unique WOS ID)\"\n", + "outfile = r\"C:\\Users\\radvanyi\\PycharmProjects\\ZSI_analytics\\WOS\\wos_extract\\wos_records_concat.csv\"" + ] }, { "cell_type": "code", - "execution_count": 24, - "outputs": [ - { - "data": { - "text/plain": "(300,)" - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "doc1.vector.shape" - ], + "execution_count": 8, + "outputs": [], + "source": [], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 9, + "metadata": {}, "outputs": [ { - "data": { - "text/plain": "\"tokens = []\\nlemma = []\\npos = []\\n\\nfor doc in nlp.pipe(df['species'].astype('unicode').values, batch_size=50,\\n n_threads=3):\\n if doc.is_parsed:\\n tokens.append([n.text for n in doc])\\n lemma.append([n.lemma_ for n in doc])\\n pos.append([n.pos_ for n in doc])\\n else:\\n # We want to make sure that the lists of parsed results have the\\n # same number of entries of the original Dataframe, so add some blanks in case the parse fails\\n tokens.append(None)\\n lemma.append(None)\\n pos.append(None)\\n\\ndf['species_tokens'] = tokens\\ndf['species_lemma'] = lemma\\ndf['species_pos'] = pos\"" - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of initial records: 27672\n", + "Number of filtered records: 24653\n" + ] } ], - "source": [ - "#spacy pipe example\n", - "\"\"\"tokens = []\n", - "lemma = []\n", - "pos = []\n", - "\n", - "for doc in nlp.pipe(df['species'].astype('unicode').values, batch_size=50,\n", - " n_threads=3):\n", - " if doc.is_parsed:\n", - " tokens.append([n.text for n in doc])\n", - " lemma.append([n.lemma_ for n in doc])\n", - " pos.append([n.pos_ for n in doc])\n", - " else:\n", - " # We want to make sure that the lists of parsed results have the\n", - " # same number of entries of the original Dataframe, so add some blanks in case the parse fails\n", - " tokens.append(None)\n", - " lemma.append(None)\n", - " pos.append(None)\n", - "\n", - "df['species_tokens'] = tokens\n", - "df['species_lemma'] = lemma\n", - "df['species_pos'] = pos\"\"\"" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [], - "source": [ - "workdir_path=r\"wos_extract\"\n", - "outfile='wos_extract_complete.csv'\n", - "# with_header=True\n", - "# for root, dirs, files in os.walk(workdir_path):\n", - "# for filename in files:\n", - "# if filename.startswith(\"wosexport\"):\n", - "# path=os.path.join(root, filename)\n", - "# print(path)\n", - "# chunk = pd.read_excel(path)\n", - "# chunk.to_csv(outfile, mode=\"a\", index=False, header=with_header, sep=\"\\t\")\n", - "# with_header = False" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "record_col=\"UT (Unique WOS ID)\"" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [], "source": [ "wos = pd.read_csv(outfile, sep=\"\\t\",low_memory=False)\n", + "print(f'Number of initial records: {len(wos)}')\n", "metrix = pd.read_excel(\"sm_journal_classification.xlsx\", sheet_name=\"Journal_Classification\")\n", "\n", "\n", @@ -234,101 +65,50 @@ "wos[\"issn\"] = wos[\"ISSN\"].str.replace(\"-\",\"\").str.lower().str.strip()\n", "wos[\"eissn\"] = wos[\"eISSN\"].str.replace(\"-\",\"\").str.lower().str.strip()\n", "wos = wos.set_index([c for c in wos.columns if \"issn\" not in c]).stack().reset_index()\n", - "wos = wos.rename(columns={'level_72':\"issn_var\", 0:\"issn\"})\n", + "wos = wos.rename(columns={'level_71':\"issn_var\", 0:\"issn\"})\n", "\n", "wos_merge = wos.merge(metrix, on=\"issn\", how=\"left\")\n", - "wos = wos_merge.sort_values(by=\"issn_var\",ascending=False).drop_duplicates(subset=record_col)" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "0 Publication Type\n1 Authors\n2 Book Authors\n3 Book Editors\n4 Book Group Authors\n ... \n76 SubField_English\n77 2.00 SEQ\n78 Source_title\n79 srcid\n80 issn_type\nLength: 81, dtype: object" - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pd.Series(wos.columns)" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "0 Salucci, Marco/S-8654-2016; Arrebola, Manuel/L...\n9714 Huang, Yu/AAY-5464-2020\n9697 Kakavand, Mohammad Reza Azadi/X-9556-2019; Fen...\n9699 Dong, Sheng/AAE-3619-2021; Soares, Carlos Gued...\n9701 Han, Guoqi/T-7365-2019; Nan, Yang/HKD-9687-202...\n ... \n3066 ; Liotta, Antonio/G-9532-2014\n5097 , 卢帅/AAK-2185-2020; Popp, József/AFN-1250-2022\n11369 NaN\n11368 Rossiter, D G/D-3842-2009\n11362 Jin, Shuanggen/B-8094-2008\nName: Researcher Ids, Length: 9889, dtype: object" - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "wos[\"Researcher Ids\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": " Publication Type Authors \n16979 J Zhang, MS; Huang, J; Cao, Y; Xiong, CH; Mohamm... \\\n1880 J Zhang, MS; Huang, J; Cao, Y; Xiong, CH; Mohamm... \n\n Book Authors Book Editors Book Group Authors \n16979 NaN NaN NaN \\\n1880 NaN NaN NaN \n\n Author Full Names \n16979 Zhang, Mengshi; Huang, Jian; Cao, Yu; Xiong, C... \\\n1880 Zhang, Mengshi; Huang, Jian; Cao, Yu; Xiong, C... \n\n Book Author Full Names Group Authors \n16979 NaN NaN \\\n1880 NaN NaN \n\n Article Title \n16979 Echo State Network-Enhanced Super-Twisting Con... \\\n1880 Echo State Network-Enhanced Super-Twisting Con... \n\n Source Title ... Web of Science Record \n16979 IEEE-ASME TRANSACTIONS ON MECHATRONICS ... 0 \\\n1880 IEEE-ASME TRANSACTIONS ON MECHATRONICS ... 0 \n\n issn_var issn Domain_English Field_English \n16979 issn 10834435 Applied Sciences Engineering \\\n1880 issn 10834435 Applied Sciences Engineering \n\n SubField_English 2.00 SEQ \n16979 Industrial Engineering & Automation 27 \\\n1880 Industrial Engineering & Automation 27 \n\n Source_title srcid issn_type \n16979 IEEE/ASME Transactions on Mechatronics 19113.0 issn1 \n1880 IEEE/ASME Transactions on Mechatronics 19113.0 issn1 \n\n[2 rows x 81 columns]", - "text/html": "
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Publication TypeAuthorsBook AuthorsBook EditorsBook Group AuthorsAuthor Full NamesBook Author Full NamesGroup AuthorsArticle TitleSource Title...Web of Science Recordissn_varissnDomain_EnglishField_EnglishSubField_English2.00 SEQSource_titlesrcidissn_type
16979JZhang, MS; Huang, J; Cao, Y; Xiong, CH; Mohamm...NaNNaNNaNZhang, Mengshi; Huang, Jian; Cao, Yu; Xiong, C...NaNNaNEcho State Network-Enhanced Super-Twisting Con...IEEE-ASME TRANSACTIONS ON MECHATRONICS...0issn10834435Applied SciencesEngineeringIndustrial Engineering & Automation27IEEE/ASME Transactions on Mechatronics19113.0issn1
1880JZhang, MS; Huang, J; Cao, Y; Xiong, CH; Mohamm...NaNNaNNaNZhang, Mengshi; Huang, Jian; Cao, Yu; Xiong, C...NaNNaNEcho State Network-Enhanced Super-Twisting Con...IEEE-ASME TRANSACTIONS ON MECHATRONICS...0issn10834435Applied SciencesEngineeringIndustrial Engineering & Automation27IEEE/ASME Transactions on Mechatronics19113.0issn1
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2 rows × 81 columns

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" - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "wos[(~wos[\"DOI\"].isna())&(wos[\"DOI\"].duplicated(False))]" + "wos = wos_merge.sort_values(by=\"issn_var\",ascending=False).drop_duplicates(subset=record_col)\n", + "\n", + "# drop entries not indexed by metrix\n", + "wos = wos[~wos[\"Domain_English\"].isna()]\n", + "# drop duplicates (based on doi)\n", + "wos = wos[~((~wos[\"DOI\"].isna())&(wos[\"DOI\"].duplicated(False)))]\n", + "wos = wos.drop_duplicates(subset=[\"Publication Type\",\"Document Type\",\"Authors\",\"Article Title\",\"Source Title\",\"Publication Year\"])\n", + "print(f'Number of filtered records: {len(wos)}')" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 10, "outputs": [ { "data": { - "text/plain": " UT (Unique WOS ID) Keywords Plus \n0 WOS:000852293800024 CONVOLUTIONAL NEURAL-NETWORK; DEEP LEARNING FR... \\\n9714 WOS:000540750000002 STATE-SPACE RECONSTRUCTION; SURFACE AIR-TEMPER... \n9697 WOS:000600708400002 COMPRESSIVE STRENGTH; MODELS; ADABOOST.RT; DUC... \n9699 WOS:000511965100005 STRUCTURAL RELIABILITY; FAILURE MODES \n9701 WOS:000663142500003 REFLECTED GPS SIGNALS; SOIL-MOISTURE; OCEAN; S... \n... ... ... \n3066 WOS:000528727500074 LOCAL SEARCH; ALGORITHM; VARIANCE; MODEL \n5097 WOS:000596139400001 INDUSTRY 4.0; MANAGEMENT; RISK; ANALYTICS; CHA... \n11369 WOS:000436774300069 NaN \n11368 WOS:000846290700001 PARTIAL LEAST-SQUARES; INFRARED-SPECTROSCOPY; ... \n11362 WOS:000480527800025 MICROWAVE DIELECTRIC BEHAVIOR; GPS SIGNALS; RE... \n\n Author Keywords \n0 Imaging; Three-dimensional displays; Electroma... \\\n9714 NaN \n9697 Plastic hinge length; RC columns; Machine lear... \n9699 system reliability; jacket platform; beta-unzi... \n9701 Cyclone GNSS (CYGNSS); Sea surface wind speed;... \n... ... \n3066 sea surface temperature; sea surface temperatu... \n5097 Big data finance; Big data in financial servic... \n11369 planetary gear; fault diagnosis; VMD; center f... \n11368 soil fertility class; reflectance spectroscopy... \n11362 global navigation satellite system (GNSS)-refl... \n\n Article Title \n0 Artificial Intelligence: New Frontiers in Real... \\\n9714 Detecting causality from time series in a mach... \n9697 Data-Driven Approach to Predict the Plastic Hi... \n9699 System Reliability Analysis of an Offshore Jac... \n9701 Analysis of coastal wind speed retrieval from ... \n... ... \n3066 Improved Particle Swarm Optimization for Sea S... \n5097 Current landscape and influence of big data on... \n11369 Planetary Gear Fault Diagnosis via Feature Ima... \n11368 How Well Can Reflectance Spectroscopy Allocate... \n11362 GNSS-R Soil Moisture Retrieval Based on a XGbo... \n\n Abstract \n0 In recent years, artificial intelligence (AI) ... \n9714 Detecting causality from observational data is... \n9697 Inelastic response of reinforced concrete colu... \n9699 This study investigates strategies for solving... \n9701 This paper demonstrates the capability and per... \n... ... \n3066 The Sea Surface Temperature (SST) is one of th... \n5097 Big data is one of the most recent business an... \n11369 Poor working environment leads to frequent fai... \n11368 Fertilization decisions depend on the measurem... \n11362 Global navigation satellite system (GNSS)-refl... \n\n[9889 rows x 5 columns]", - "text/html": "
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UT (Unique WOS ID)Keywords PlusAuthor KeywordsArticle TitleAbstract
0WOS:000852293800024CONVOLUTIONAL NEURAL-NETWORK; DEEP LEARNING FR...Imaging; Three-dimensional displays; Electroma...Artificial Intelligence: New Frontiers in Real...In recent years, artificial intelligence (AI) ...
9714WOS:000540750000002STATE-SPACE RECONSTRUCTION; SURFACE AIR-TEMPER...NaNDetecting causality from time series in a mach...Detecting causality from observational data is...
9697WOS:000600708400002COMPRESSIVE STRENGTH; MODELS; ADABOOST.RT; DUC...Plastic hinge length; RC columns; Machine lear...Data-Driven Approach to Predict the Plastic Hi...Inelastic response of reinforced concrete colu...
9699WOS:000511965100005STRUCTURAL RELIABILITY; FAILURE MODESsystem reliability; jacket platform; beta-unzi...System Reliability Analysis of an Offshore Jac...This study investigates strategies for solving...
9701WOS:000663142500003REFLECTED GPS SIGNALS; SOIL-MOISTURE; OCEAN; S...Cyclone GNSS (CYGNSS); Sea surface wind speed;...Analysis of coastal wind speed retrieval from ...This paper demonstrates the capability and per...
..................
3066WOS:000528727500074LOCAL SEARCH; ALGORITHM; VARIANCE; MODELsea surface temperature; sea surface temperatu...Improved Particle Swarm Optimization for Sea S...The Sea Surface Temperature (SST) is one of th...
5097WOS:000596139400001INDUSTRY 4.0; MANAGEMENT; RISK; ANALYTICS; CHA...Big data finance; Big data in financial servic...Current landscape and influence of big data on...Big data is one of the most recent business an...
11369WOS:000436774300069NaNplanetary gear; fault diagnosis; VMD; center f...Planetary Gear Fault Diagnosis via Feature Ima...Poor working environment leads to frequent fai...
11368WOS:000846290700001PARTIAL LEAST-SQUARES; INFRARED-SPECTROSCOPY; ...soil fertility class; reflectance spectroscopy...How Well Can Reflectance Spectroscopy Allocate...Fertilization decisions depend on the measurem...
11362WOS:000480527800025MICROWAVE DIELECTRIC BEHAVIOR; GPS SIGNALS; RE...global navigation satellite system (GNSS)-refl...GNSS-R Soil Moisture Retrieval Based on a XGbo...Global navigation satellite system (GNSS)-refl...
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9889 rows × 5 columns

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" + "text/plain": " Article Title \n23070 Stochastic bias of colour-selected BAO tracers... \\\n30139 A novel integrative approach elucidates fine-s... \n4538 Optimal Number of Clusters by Measuring Simila... \n34242 Analyzing the Noise Robustness of Deep Neural ... \n26727 Learning to Prompt for Open-Vocabulary Object ... \n... ... \n3290 Research on Reverse Skyline Query Algorithm Ba... \n45159 Using Recurrent Neural Network for Intelligent... \n21653 Output-Bounded and RBFNN-Based Position Tracki... \n43983 A Novel 3D Intelligent Cluster Method for Mali... \n11880 BlockHammer: Improving Flash Reliability by Ex... \n\n Keywords Plus \n23070 DIGITAL SKY SURVEY; BARYON ACOUSTIC-OSCILLATIO... \\\n30139 CHAOTIC GENETIC PATCHINESS; PELAGIC LARVAL DUR... \n4538 VALIDATION; ALGORITHM; TUTORIAL \n34242 VISUAL ANALYTICS \n26727 NaN \n... ... \n3290 MAPREDUCE \n45159 NaN \n21653 IMPEDANCE CONTROL; ROBOT \n43983 NETWORK INTRUSION DETECTION; DDOS DETECTION; A... \n11880 MEMORY; PERFORMANCE; RETENTION; ENDURANCE; OPT... \n\n Author Keywords \n23070 galaxies: evolution; galaxies: haloes; galaxie... \n30139 NaN \n4538 Event-related potentials; Optimal number of cl... \n34242 Neurons; Visualization; Data visualization; Fe... \n26727 NaN \n... ... \n3290 Big Data; Database Management; Database Query;... \n45159 water resources; intelligent prediction; water... \n21653 Security tele-surgery; RBFNN; bilateral positi... \n43983 Auto encoder; DDos detection; Attack classific... \n11880 Reliability; Three-dimensional displays; Error... \n\n[100 rows x 3 columns]", + "text/html": "
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Article TitleKeywords PlusAuthor Keywords
23070Stochastic bias of colour-selected BAO tracers...DIGITAL SKY SURVEY; BARYON ACOUSTIC-OSCILLATIO...galaxies: evolution; galaxies: haloes; galaxie...
30139A novel integrative approach elucidates fine-s...CHAOTIC GENETIC PATCHINESS; PELAGIC LARVAL DUR...NaN
4538Optimal Number of Clusters by Measuring Simila...VALIDATION; ALGORITHM; TUTORIALEvent-related potentials; Optimal number of cl...
34242Analyzing the Noise Robustness of Deep Neural ...VISUAL ANALYTICSNeurons; Visualization; Data visualization; Fe...
26727Learning to Prompt for Open-Vocabulary Object ...NaNNaN
............
3290Research on Reverse Skyline Query Algorithm Ba...MAPREDUCEBig Data; Database Management; Database Query;...
45159Using Recurrent Neural Network for Intelligent...NaNwater resources; intelligent prediction; water...
21653Output-Bounded and RBFNN-Based Position Tracki...IMPEDANCE CONTROL; ROBOTSecurity tele-surgery; RBFNN; bilateral positi...
43983A Novel 3D Intelligent Cluster Method for Mali...NETWORK INTRUSION DETECTION; DDOS DETECTION; A...Auto encoder; DDos detection; Attack classific...
11880BlockHammer: Improving Flash Reliability by Ex...MEMORY; PERFORMANCE; RETENTION; ENDURANCE; OPT...Reliability; Three-dimensional displays; Error...
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100 rows × 3 columns

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" }, - "execution_count": 32, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "wos[[record_col,\"Keywords Plus\",\"Author Keywords\",\"Article Title\",\"Abstract\"]]\n" + "wos[[\"Article Title\",\"Keywords Plus\",\"Author Keywords\"]].sample(100)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 11, "outputs": [ { "data": { - "text/plain": " UT (Unique WOS ID) keyword_all\n1 WOS:000297893800037 ADAPTIVE DYNAMIC SURFACE CONTROL\n2 WOS:000297893800037 NEURAL COMPENSATOR\n3 WOS:000297893800037 BUCK CONVERTER\n4 WOS:000297893800037 FINITE-TIME IDENTIFIER\n5 WOS:000301090100061 TEMPORAL CONJUNCTION\n.. ... ...\n99 WOS:000309409400280 SCIENTIFIC DATA CLOUD\n100 WOS:000309409400280 VIRTUAL DATASPACES\n101 WOS:000309409400280 SEMANTIC INTEGRATION\n102 WOS:000309409400280 ONTOLOGY\n103 WOS:000309409400280 PAY-AS-YOU-GO\n\n[100 rows x 2 columns]", - "text/html": "
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UT (Unique WOS ID)keyword_all
1WOS:000297893800037ADAPTIVE DYNAMIC SURFACE CONTROL
2WOS:000297893800037NEURAL COMPENSATOR
3WOS:000297893800037BUCK CONVERTER
4WOS:000297893800037FINITE-TIME IDENTIFIER
5WOS:000301090100061TEMPORAL CONJUNCTION
.........
99WOS:000309409400280SCIENTIFIC DATA CLOUD
100WOS:000309409400280VIRTUAL DATASPACES
101WOS:000309409400280SEMANTIC INTEGRATION
102WOS:000309409400280ONTOLOGY
103WOS:000309409400280PAY-AS-YOU-GO
\n

100 rows × 2 columns

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" + "text/plain": " UT (Unique WOS ID) keyword_all\n0 WOS:000208863600266 ANME\n1 WOS:000208863600266 PYROSEQUENCING\n2 WOS:000208863600266 AOM\n3 WOS:000208863600266 COMMUNITY STRUCTURE\n4 WOS:000208863600266 NYEGGA\n.. ... ...\n99 WOS:000286328200009 NORTH-EAST ASIA\n100 WOS:000286328200009 PLEISTOCENE\n101 WOS:000286328200009 SAKHALIN ISLAND\n102 WOS:000286373200134 NEURAL NETWORKS\n103 WOS:000286373200134 FUZZY LOGIC\n\n[100 rows x 2 columns]", + "text/html": "
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UT (Unique WOS ID)keyword_all
0WOS:000208863600266ANME
1WOS:000208863600266PYROSEQUENCING
2WOS:000208863600266AOM
3WOS:000208863600266COMMUNITY STRUCTURE
4WOS:000208863600266NYEGGA
.........
99WOS:000286328200009NORTH-EAST ASIA
100WOS:000286328200009PLEISTOCENE
101WOS:000286328200009SAKHALIN ISLAND
102WOS:000286373200134NEURAL NETWORKS
103WOS:000286373200134FUZZY LOGIC
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100 rows × 2 columns

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" }, - "execution_count": 68, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -344,22 +124,19 @@ "kw_df.head(100)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 12, "outputs": [ { "data": { - "text/plain": " UT (Unique WOS ID) keyword_all\n0 WOS:000297893800037 ADAPTIVE DYNAMIC SURFACE CONTROL; NEURAL COMPE...\n1 WOS:000301090100061 TEMPORAL CONJUNCTION; CAUDATE NUCLEUS; PREFRON...\n2 WOS:000301155300013 AUTOMATIC INCIDENT DETECTION; DATA CLEANSING; ...\n3 WOS:000301973200015 TRACHEO-BRONCHIAL; LUNG; INNERVATION; ESOPHAGE...\n4 WOS:000302289400006 LINGUISTIC ANNOTATION; ANNOTATION TOOLS; INTER...", - "text/html": "
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UT (Unique WOS ID)keyword_all
0WOS:000297893800037ADAPTIVE DYNAMIC SURFACE CONTROL; NEURAL COMPE...
1WOS:000301090100061TEMPORAL CONJUNCTION; CAUDATE NUCLEUS; PREFRON...
2WOS:000301155300013AUTOMATIC INCIDENT DETECTION; DATA CLEANSING; ...
3WOS:000301973200015TRACHEO-BRONCHIAL; LUNG; INNERVATION; ESOPHAGE...
4WOS:000302289400006LINGUISTIC ANNOTATION; ANNOTATION TOOLS; INTER...
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" + "text/plain": " UT (Unique WOS ID) keyword_all\n0 WOS:000208863600266 ANME; PYROSEQUENCING; AOM; COMMUNITY STRUCTURE...\n1 WOS:000209236900010 ACTIVE PERCEPTION; SPARSE CODING; REINFORCEMEN...\n2 WOS:000209331600009 SLEEP PATTERN; ELDER-CARE; PRESSURE SENSOR; NA...\n3 WOS:000209571700012 PERSONALIZED MEDICINE; COMPLEX NETWORK; CLINIC...\n4 WOS:000209810700046 CORROSION CHARACTERIZATION; FEATURE EXTRACTION...", + "text/html": "
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UT (Unique WOS ID)keyword_all
0WOS:000208863600266ANME; PYROSEQUENCING; AOM; COMMUNITY STRUCTURE...
1WOS:000209236900010ACTIVE PERCEPTION; SPARSE CODING; REINFORCEMEN...
2WOS:000209331600009SLEEP PATTERN; ELDER-CARE; PRESSURE SENSOR; NA...
3WOS:000209571700012PERSONALIZED MEDICINE; COMPLEX NETWORK; CLINIC...
4WOS:000209810700046CORROSION CHARACTERIZATION; FEATURE EXTRACTION...
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" }, - "execution_count": 69, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -369,714 +146,467 @@ "wos_kwd_concat.head()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 34, - "outputs": [ - { - "data": { - "text/plain": "Downloading pytorch_model.bin: 0%| | 0.00/438M [00:00)\n", - "\n", - "# keywords = kw_model.extract_keywords(full_text,\n", + "# from keybert import KeyBERT\n", + "#\n", + "# kw_model = KeyBERT(model='all-mpnet-base-v2')\n", + "#\n", + "# def kwd_extract(text):\n", + "# keywords = kw_model.extract_keywords(text,\n", "#\n", - "# keyphrase_ngram_range=(1, 3),\n", + "# keyphrase_ngram_range=(1, 2),\n", "#\n", "# stop_words='english',\n", "#\n", "# highlight=False,\n", "#\n", - "# top_n=10)\n", + "# top_n=3)\n", + "# return \"; \".join([i[0].upper() for i in keywords])\n", "#\n", - "# keywords_list= list(dict(keywords).keys())" + "# kwd_extract(text=\"Artificial Intelligence: New Frontiers in Real-Time Inverse Scattering and Electromagnetic Imaging - In recent years, artificial intelligence (AI) techniques have been developed rapidly. With the ...\")" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 78, - "outputs": [ - { - "data": { - "text/plain": "'ELECTROMAGNETIC IMAGING; INVERSE SCATTERING; SCATTERING ELECTROMAGNETIC'" - }, - "execution_count": 78, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def kwd_extract(text):\n", - " keywords = kw_model.extract_keywords(text,\n", - "\n", - " keyphrase_ngram_range=(1, 2),\n", - "\n", - " stop_words='english',\n", - "\n", - " highlight=False,\n", - "\n", - " top_n=3)\n", - " return \"; \".join([i[0].upper() for i in keywords])\n", - "\n", - "kwd_extract(text=\"Artificial Intelligence: New Frontiers in Real-Time Inverse Scattering and Electromagnetic Imaging - In recent years, artificial intelligence (AI) techniques have been developed rapidly. With the ...\")" - ], + "execution_count": 13, + "outputs": [], + "source": [], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 14, "outputs": [ { "data": { - "text/plain": "'ELECTROMAGNETIC IMAGING; INVERSE SCATTERING; SCATTERING ELECTROMAGNETIC; SCATTERING; AI; ELECTROMAGNETIC; IMAGING; ARTIFICIAL INTELLIGENCE'" + "text/plain": "Index(['Publication Type', 'Authors', 'Book Authors', 'Book Editors',\n 'Book Group Authors', 'Author Full Names', 'Book Author Full Names',\n 'Group Authors', 'Article Title', 'Source Title', 'Book Series Title',\n 'Book Series Subtitle', 'Language', 'Document Type', 'Conference Title',\n 'Conference Date', 'Conference Location', 'Conference Sponsor',\n 'Conference Host', 'Author Keywords', 'Keywords Plus', 'Abstract',\n 'Addresses', 'Affiliations', 'Reprint Addresses', 'Email Addresses',\n 'Researcher Ids', 'ORCIDs', 'Funding Orgs', 'Funding Name Preferred',\n 'Funding Text', 'Cited References', 'Cited Reference Count',\n 'Times Cited, WoS Core', 'Times Cited, All Databases',\n '180 Day Usage Count', 'Since 2013 Usage Count', 'Publisher',\n 'Publisher City', 'Publisher Address', 'ISSN', 'eISSN', 'ISBN',\n 'Journal Abbreviation', 'Journal ISO Abbreviation', 'Publication Date',\n 'Publication Year', 'Volume', 'Issue', 'Part Number', 'Supplement',\n 'Special Issue', 'Meeting Abstract', 'Start Page', 'End Page',\n 'Article Number', 'DOI', 'DOI Link', 'Book DOI', 'Early Access Date',\n 'Number of Pages', 'WoS Categories', 'Web of Science Index',\n 'Research Areas', 'IDS Number', 'Pubmed Id', 'Open Access Designations',\n 'Highly Cited Status', 'Hot Paper Status', 'Date of Export',\n 'UT (Unique WOS ID)', 'issn_var', 'issn', 'Domain_English',\n 'Field_English', 'SubField_English', '2.00 SEQ', 'Source_title',\n 'srcid', 'issn_type'],\n dtype='object')" }, - "execution_count": 61, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], - "source": [], + "source": [ + "wos.columns" + ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 25, + "metadata": {}, "outputs": [], "source": [ - "# wos_nlp = wos[[record_col,\"Article Title\",\"Abstract\"]]\n", - "wos = wos.merge(wos_kwd_concat, on = record_col)\n", - "wos[\"Document\"] = wos[\"Article Title\"].str.cat(wos[[\"Abstract\",\"keyword_all\"]].fillna(\"\"), sep=' - ')\n", - "# wos_kwd_test[\"BERT_KWDS\"] = wos_kwd_test[\"Document\"].map(kwd_extract)\n", + "geotext = GeoText()\n", "\n", - "vectors = list()\n", - "vector_norms = list()\n", + "def extract_location(input_text, key='countries'):\n", + " anomalies = {\"Malta\":\"Malta\",\n", + " \"Mongolia\":\"Mongolia\",\n", + " \"Quatar\":\"Qatar\",\n", + " \"Qatar\":\"Qatar\",\n", + " \"Ethiop\":\"Ethiopia\",\n", + " \"Nigeria\":\"Nigeria\",\n", + " \"BELAR\":\"Belarus\",\n", + " \"Venezuela\":\"Venezuela\",\n", + " \"Cyprus\":\"Cyprus\",\n", + " \"Ecuador\":\"Ecuador\",\n", + " \"U Arab\":\"United Arab Emirates\",\n", + " \"Syria\":\"Syria\",\n", + " \"Uganda\":\"Uganda\",\n", + " \"Yemen\":\"Yemen\",\n", + " \"Mali\":\"Mali\",\n", + " \"Senegal\":\"Senegal\",\n", + " \"Vatican\":\"Vatican\",\n", + " \"Uruguay\":\"Uruguay\",\n", + " \"Panama\":\"Panama\",\n", + " \"Fiji\":\"Fiji\",\n", + " \"Faroe\":\"Faroe Islands\",\n", + " \"Macedonia\":\"Macedonia\",\n", + " 'Mozambique':'Mozambique',\n", + " \"Kuwait\":\"Kuwait\",\n", + " \"Libya\":\"Libya\",\n", + " \"Turkiy\":\"Turkey\",\n", + " \"Liberia\":\"Liberia\",\n", + " \"Namibia\":\"Namibia\",\n", + " \"Ivoire\":\"Ivory Coast\",\n", + " \"Guatemala\":\"Gutemala\",\n", + " \"Paraguay\":\"Paraguay\",\n", + " \"Honduras\":\"Honduras\",\n", + " \"Nicaragua\":\"Nicaragua\",\n", + " \"Trinidad\":\"Trinidad & Tobago\",\n", + " \"Liechtenstein\":\"Liechtenstein\",\n", + " \"Greenland\":\"Denmark\"}\n", "\n", - "for doc in nlp.pipe(wos['Document'].astype('unicode').values, batch_size=100,\n", - " n_process=4):\n", - " vectors.append(doc.vector)\n", - " vector_norms.append(doc.vector_norm)\n", + " extracted = geotext.extract(input_text=input_text)\n", + " found = extracted[key].keys()\n", + " if len(sorted(found))>0:\n", + " return sorted(found)[0]\n", + " elif key=='countries':\n", + " for i in ['Scotland','Wales','England', 'N Ireland']:\n", + " if i in input_text:\n", + " return 'United Kingdom'\n", + " for j in anomalies.keys():\n", + " if j in input_text:\n", + " return anomalies.get(j)\n", + " else:\n", + " return None\n", "\n", - "wos['vector'] = vectors\n", - "wos['vector_norm'] = vector_norms" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": 87, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 87, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - 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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "wos['vector_norm'].plot(kind=\"hist\")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + "with open('../eu_members.txt',\"r\") as f:\n", + " eu_countries=f.readline().split(\",\")\n", + " eu_countries=[i.strip() for i in eu_countries]\n", + "\n", + "def country_type(country):\n", + " if country in eu_countries:\n", + " return \"EU\"\n", + " elif country==\"China\":\n", + " return \"China\"\n", + " elif country in [\"Switzerland\", 'Norway','United Kingdom']:\n", + " return \"Non-EU associate\"\n", + " else:\n", + " return \"Other\"\n" + ] }, { "cell_type": "code", - "execution_count": 146, + "execution_count": 26, + "metadata": {}, "outputs": [], "source": [ - "from sklearn.manifold import TSNE\n", - "import matplotlib.pyplot as plt\n", - "%matplotlib inline\n", - "\n", - "vector_data = pd.DataFrame(wos[\"vector\"].to_list(), index = wos[record_col]).reset_index()\n", - "vector_data.head()\n", - "\n", - "labels = vector_data.values[:,0]\n", - "record_vectors = vector_data.values[:,1:]\n", - "\n", - "tsne_model = TSNE(perplexity=30, n_components=2, init='pca', n_iter=5000, random_state=42, metric='cosine')\n", - "tnse_2d = tsne_model.fit_transform(record_vectors)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + "locations = wos.groupby(record_col)[\"Addresses\"].apply(lambda x: x.str.split('[')).explode().reset_index().drop(columns=\"level_1\")\n", + "locations = locations[locations[\"Addresses\"]!=\"\"].copy()\n", + "locations[\"Address\"] = locations[\"Addresses\"].apply(lambda x:x.split(\"]\")[-1])\n", + "locations[\"Authors_of_address\"] = locations[\"Addresses\"].apply(lambda x:x.split(\"]\")[0])\n", + "locations[\"Country\"]=locations['Address'].apply(lambda x: extract_location(input_text=x, key='countries'))\n", + "locations[\"City\"]=locations['Address'].apply(lambda x: extract_location(input_text=x, key='cities'))\n", + "locations[\"Country_Type\"] = locations[\"Country\"].apply(lambda x: country_type(x))" + ] }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 32, "outputs": [], "source": [ - "tnse_data = pd.DataFrame(tnse_2d, index=labels).reset_index()\n", - "tnse_data.columns=[record_col,\"TNSE-X\",\"TNSE-Y\"]" + "scope_types = [\"EU\",\"China\",\"Non-EU associate\"]\n", + "locations=locations[locations[\"Country_Type\"].isin(scope_types)]" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 65, + "metadata": {}, "outputs": [ { "data": { - "text/plain": " UT (Unique WOS ID) TNSE-X TNSE-Y\n0 WOS:000852293800024 42.244614 8.952363\n1 WOS:000540750000002 17.704300 -22.741098\n2 WOS:000600708400002 -23.244829 17.004990\n3 WOS:000511965100005 -17.139648 14.667156\n4 WOS:000663142500003 68.567207 3.378003", - "text/html": "
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UT (Unique WOS ID)TNSE-XTNSE-Y
0WOS:00085229380002442.2446148.952363
1WOS:00054075000000217.704300-22.741098
2WOS:000600708400002-23.24482917.004990
3WOS:000511965100005-17.13964814.667156
4WOS:00066314250000368.5672073.378003
\n
" + "text/plain": " UT (Unique WOS ID) Address \n1 WOS:000208863600266 Univ Bergen, Ctr Geobiol, Dept Biol, N-5020 B... \\\n2 WOS:000208863600266 Chinese Acad Sci, Guangzhou Inst Geochem, Gua... \n3 WOS:000208863600266 Univ Bergen, Dept Earth Sci, N-5020 Bergen, N... \n5 WOS:000209236900010 Goethe Univ Frankfurt, Frankfurt Inst Adv Stu... \n6 WOS:000209236900010 Ecole Normale Super Cachan Bretagne, Bruz, Fr... \n\n Country City Country_Type \n1 Norway Bergen Non-EU associate \\\n2 China Guangzhou China \n3 Norway Bergen Non-EU associate \n5 Germany Frankfurt (Oder) EU \n6 France Cachan EU \n\n Institution \n1 Univ Bergen \n2 Chinese Acad Sci \n3 Univ Bergen \n5 Goethe Univ Frankfurt \n6 Ecole Normale Super Cachan Bretagne ", + "text/html": "
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UT (Unique WOS ID)AddressCountryCityCountry_TypeInstitution
1WOS:000208863600266Univ Bergen, Ctr Geobiol, Dept Biol, N-5020 B...NorwayBergenNon-EU associateUniv Bergen
2WOS:000208863600266Chinese Acad Sci, Guangzhou Inst Geochem, Gua...ChinaGuangzhouChinaChinese Acad Sci
3WOS:000208863600266Univ Bergen, Dept Earth Sci, N-5020 Bergen, N...NorwayBergenNon-EU associateUniv Bergen
5WOS:000209236900010Goethe Univ Frankfurt, Frankfurt Inst Adv Stu...GermanyFrankfurt (Oder)EUGoethe Univ Frankfurt
6WOS:000209236900010Ecole Normale Super Cachan Bretagne, Bruz, Fr...FranceCachanEUEcole Normale Super Cachan Bretagne
\n
" }, - "execution_count": 124, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "tnse_data.head()" + "univ_locations = locations[[record_col,\"Address\",\"Country\",\"City\",\"Country_Type\"]].copy()\n", + "univ_locations[\"Institution\"] = univ_locations[\"Address\"].apply(lambda x: x.split(\",\")[0])\n", + "univ_locations = univ_locations.drop_duplicates()\n", + "univ_locations.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "outputs": [], + "source": [ + "import hashlib\n", + "\n", + "def md5hash(s: str):\n", + " return hashlib.md5(s.encode('utf-8')).hexdigest()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 148, + "execution_count": 39, + "metadata": {}, "outputs": [ { "data": { - "text/plain": "" + "text/plain": " UT (Unique WOS ID) Country Country_Type \n0 WOS:000208863600266 China China \\\n1 WOS:000208863600266 Norway Non-EU associate \n2 WOS:000208863600266 Norway Non-EU associate \n3 WOS:000208863600266 Norway Non-EU associate \n4 WOS:000208863600266 Norway Non-EU associate \n\n author_str_id \n0 5dfb4f0408a2cc8b7f36f5516938b62c \n1 d603b89121a1f279bf03b6f65d1389fa \n2 2fcb84e544f1558ead61dcf846027b7d \n3 6550a1d5fbd1b643f4732d40f2ed4d78 \n4 56485e2bd170d199887af88f3d0a9777 ", + "text/html": "
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UT (Unique WOS ID)CountryCountry_Typeauthor_str_id
0WOS:000208863600266ChinaChina5dfb4f0408a2cc8b7f36f5516938b62c
1WOS:000208863600266NorwayNon-EU associated603b89121a1f279bf03b6f65d1389fa
2WOS:000208863600266NorwayNon-EU associate2fcb84e544f1558ead61dcf846027b7d
3WOS:000208863600266NorwayNon-EU associate6550a1d5fbd1b643f4732d40f2ed4d78
4WOS:000208863600266NorwayNon-EU associate56485e2bd170d199887af88f3d0a9777
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" }, - "execution_count": 148, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
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\n" - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "import seaborn as sns\n", - "wos_plot = wos.merge(tnse_data, on=record_col)\n", - "\n", - "g = sns.scatterplot(wos_plot[wos_plot[\"Domain_English\"]!='article-level classification'], x=\"TNSE-X\", y=\"TNSE-Y\", hue='Domain_English', s=1)\n", - "g.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + "author_locations = locations.groupby([record_col,\"Country\",\"Country_Type\"])[\"Authors_of_address\"].apply(lambda x: x.str.split(';')).explode().reset_index().drop(columns=\"level_3\")\n", + "author_locations[\"Author_name\"] = author_locations[\"Authors_of_address\"].str.strip()\n", + "author_locations = author_locations.drop(columns=\"Authors_of_address\")\n", + "author_locations[\"author_str_id\"] = author_locations[\"Author_name\"].apply(lambda x:''.join(filter(str.isalnum, x.lower())))\n", + "author_locations[\"author_str_id\"] = author_locations[\"author_str_id\"].apply(md5hash)\n", + "author_locations = author_locations.drop(columns=\"Author_name\")\n", + "author_locations.head()" + ] }, { "cell_type": "code", - "execution_count": 135, + "execution_count": 44, "outputs": [ { "data": { - "text/plain": " Publication Type Authors \n0 J Salucci, M; Arrebola, M; Shan, T; Li, MK \\\n1 J Huang, Y; Fu, ZT; Franzke, CLE \n2 J Feng, DC; Cetiner, B; Kakavand, MRA; Taciroglu, E \n3 J Zhao, YL; Dong, S; Jiang, FY; Soares, CG \n4 J Li, XH; Yang, DK; Yang, JS; Zheng, G; Han, GQ;... \n\n Book Authors Book Editors Book Group Authors \n0 NaN NaN NaN \\\n1 NaN NaN NaN \n2 NaN NaN NaN \n3 NaN NaN NaN \n4 NaN NaN NaN \n\n Author Full Names Book Author Full Names \n0 Salucci, Marco; Arrebola, Manuel; Shan, Tao; L... NaN \\\n1 Huang, Yu; Fu, Zuntao; Franzke, Christian L. E. NaN \n2 Feng, De-Cheng; Cetiner, Barbaros; Kakavand, M... NaN \n3 Zhao, Yuliang; Dong, Sheng; Jiang, Fengyuan; G... NaN \n4 Li, Xiaohui; Yang, Dongkai; Yang, Jingsong; Zh... NaN \n\n Group Authors Article Title \n0 NaN Artificial Intelligence: New Frontiers in Real... \\\n1 NaN Detecting causality from time series in a mach... \n2 NaN Data-Driven Approach to Predict the Plastic Hi... \n3 NaN System Reliability Analysis of an Offshore Jac... \n4 NaN Analysis of coastal wind speed retrieval from ... \n\n Source Title ... X_x Y_x \n0 IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION ... 42.244614 8.952363 \\\n1 CHAOS ... 17.704300 -22.741098 \n2 JOURNAL OF STRUCTURAL ENGINEERING ... -23.244829 17.004990 \n3 JOURNAL OF OCEAN UNIVERSITY OF CHINA ... -17.139648 14.667156 \n4 REMOTE SENSING OF ENVIRONMENT ... 68.567207 3.378003 \n\n X_y Y_y keyword_all \n0 42.244614 8.952363 IMAGING; THREE-DIMENSIONAL DISPLAYS; ELECTROMA... \\\n1 17.704300 -22.741098 STATE-SPACE RECONSTRUCTION; SURFACE AIR-TEMPER... \n2 -23.244829 17.004990 PLASTIC HINGE LENGTH; RC COLUMNS; MACHINE LEAR... \n3 -17.139648 14.667156 SYSTEM RELIABILITY; JACKET PLATFORM; BETA-UNZI... \n4 68.567207 3.378003 CYCLONE GNSS ; SEA SURFACE WIND SPEED; COASTAL... \n\n Document \n0 Artificial Intelligence: New Frontiers in Real... \\\n1 Detecting causality from time series in a mach... \n2 Data-Driven Approach to Predict the Plastic Hi... \n3 System Reliability Analysis of an Offshore Jac... \n4 Analysis of coastal wind speed retrieval from ... \n\n vector vector_norm TNSE-X \n0 [-1.8670139, -1.6925758, 0.48349068, -0.063790... 26.425585 35.139622 \\\n1 [-1.7312453, -0.4499114, -0.54250187, 0.690360... 28.921623 8.226096 \n2 [-2.3378334, -0.424522, -0.82274777, 1.622667,... 30.141471 -25.253866 \n3 [-2.4689128, -0.5432684, -0.429855, 0.6932005,... 30.455641 -18.432035 \n4 [-2.2039628, -0.79613304, -0.021788992, 0.7467... 26.722992 63.945808 \n\n TNSE-Y \n0 -19.611807 \n1 -14.699897 \n2 18.617361 \n3 17.831568 \n4 -21.907467 \n\n[5 rows x 91 columns]", - "text/html": "
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4JLi, XH; Yang, DK; Yang, JS; Zheng, G; Han, GQ;...NaNNaNNaNLi, Xiaohui; Yang, Dongkai; Yang, Jingsong; Zh...NaNNaNAnalysis of coastal wind speed retrieval from ...REMOTE SENSING OF ENVIRONMENT...68.5672073.37800368.5672073.378003CYCLONE GNSS ; SEA SURFACE WIND SPEED; COASTAL...Analysis of coastal wind speed retrieval from ...[-2.2039628, -0.79613304, -0.021788992, 0.7467...26.72299263.945808-21.907467
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\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "g = sns.kdeplot(\n", - " data=wos_plot[wos_plot[\"Domain_English\"]!='article-level classification'],\n", - " x=\"TNSE-X\", y=\"TNSE-Y\", hue='Domain_English',\n", - " thresh=.1,\n", - ")" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + "author_primary_region = author_locations.sort_values(by=\"Country_Type\").drop_duplicates(subset=[record_col,\"author_str_id\"])\n", + "# author_primary_region\n", + "\n", + "china=author_primary_region[author_primary_region[\"Country_Type\"]==\"China\"][record_col].unique()\n", + "eu=author_primary_region[author_primary_region[\"Country_Type\"]==\"EU\"][record_col].unique()\n", + "assoc=author_primary_region[author_primary_region[\"Country_Type\"]==\"Non-EU associate\"][record_col].unique()\n", + "\n", + "\n", + "# records that have distinct authors with different country affiliations\n", + "valid_scope = wos[((wos[record_col].isin(china))\n", + " &\n", + " ((wos[record_col].isin(eu))\n", + " |\n", + " (wos[record_col].isin(assoc))))][record_col].unique()" + ] }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 54, "outputs": [ { "data": { - "text/plain": "Index(['Publication Type', 'Authors', 'Book Authors', 'Book Editors',\n 'Book Group Authors', 'Author Full Names', 'Book Author Full Names',\n 'Group Authors', 'Article Title', 'Source Title', 'Book Series Title',\n 'Book Series Subtitle', 'Language', 'Document Type', 'Conference Title',\n 'Conference Date', 'Conference Location', 'Conference Sponsor',\n 'Conference Host', 'Author Keywords', 'Keywords Plus', 'Abstract',\n 'Addresses', 'Affiliations', 'Reprint Addresses', 'Email Addresses',\n 'Researcher Ids', 'ORCIDs', 'Funding Orgs', 'Funding Name Preferred',\n 'Funding Text', 'Cited References', 'Cited Reference Count',\n 'Times Cited, WoS Core', 'Times Cited, All Databases',\n '180 Day Usage Count', 'Since 2013 Usage Count', 'Publisher',\n 'Publisher City', 'Publisher Address', 'ISSN', 'eISSN', 'ISBN',\n 'Journal Abbreviation', 'Journal ISO Abbreviation', 'Publication Date',\n 'Publication Year', 'Volume', 'Issue', 'Part Number', 'Supplement',\n 'Special Issue', 'Meeting Abstract', 'Start Page', 'End Page',\n 'Article Number', 'DOI', 'DOI Link', 'Book DOI', 'Early Access Date',\n 'Number of Pages', 'WoS Categories', 'Web of Science Index',\n 'Research Areas', 'IDS Number', 'Pubmed Id', 'Open Access Designations',\n 'Highly Cited Status', 'Hot Paper Status', 'Date of Export',\n 'UT (Unique WOS ID)', 'Web of Science Record', 'issn_var', 'issn',\n 'Domain_English', 'Field_English', 'SubField_English', '2.00 SEQ',\n 'Source_title', 'srcid', 'issn_type', 'X_x', 'Y_x', 'X_y', 'Y_y',\n 'TNSE-X_x', 'TNSE-Y_x', 'TNSE-X_y', 'TNSE-Y_y', 'TNSE-X', 'TNSE-Y'],\n dtype='object')" + "text/plain": " UT (Unique WOS ID) Country Country_Type \n0 WOS:000208863600266 China China \\\n299168 WOS:000840488600001 China China \n299169 WOS:000840488600001 China China \n101376 WOS:000434663200012 China China \n101374 WOS:000434663200012 China China \n\n author_str_id \n0 5dfb4f0408a2cc8b7f36f5516938b62c \n299168 3462304c908993a828cdd0ff91ea4aaa \n299169 68ab59c442eb882af13a8273439cf840 \n101376 304c36b8b677f41a489894dc66a8461c \n101374 c04795fe195dcadb58bed5c81125ea35 ", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
UT (Unique WOS ID)CountryCountry_Typeauthor_str_id
0WOS:000208863600266ChinaChina5dfb4f0408a2cc8b7f36f5516938b62c
299168WOS:000840488600001ChinaChina3462304c908993a828cdd0ff91ea4aaa
299169WOS:000840488600001ChinaChina68ab59c442eb882af13a8273439cf840
101376WOS:000434663200012ChinaChina304c36b8b677f41a489894dc66a8461c
101374WOS:000434663200012ChinaChinac04795fe195dcadb58bed5c81125ea35
\n
" }, - "execution_count": 110, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "wos.columns" + "author_primary_region.head()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 52, + "metadata": {}, "outputs": [ { - "ename": "KeyError", - "evalue": "'TNSE-X'", - "output_type": "error", - "traceback": [ - "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m", - "\u001B[1;31mKeyError\u001B[0m Traceback (most recent call last)", - "File \u001B[1;32m~\\Anaconda3\\envs\\MOME_BIGDATA\\lib\\site-packages\\pandas\\core\\indexes\\base.py:3649\u001B[0m, in \u001B[0;36mIndex.get_loc\u001B[1;34m(self, key)\u001B[0m\n\u001B[0;32m 3648\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[1;32m-> 3649\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_engine\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mget_loc\u001B[49m\u001B[43m(\u001B[49m\u001B[43mcasted_key\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 3650\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mKeyError\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m err:\n", - "File \u001B[1;32m~\\Anaconda3\\envs\\MOME_BIGDATA\\lib\\site-packages\\pandas\\_libs\\index.pyx:147\u001B[0m, in \u001B[0;36mpandas._libs.index.IndexEngine.get_loc\u001B[1;34m()\u001B[0m\n", - "File \u001B[1;32m~\\Anaconda3\\envs\\MOME_BIGDATA\\lib\\site-packages\\pandas\\_libs\\index.pyx:176\u001B[0m, in \u001B[0;36mpandas._libs.index.IndexEngine.get_loc\u001B[1;34m()\u001B[0m\n", - "File \u001B[1;32mpandas\\_libs\\hashtable_class_helper.pxi:7080\u001B[0m, in \u001B[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001B[1;34m()\u001B[0m\n", - "File \u001B[1;32mpandas\\_libs\\hashtable_class_helper.pxi:7088\u001B[0m, in \u001B[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001B[1;34m()\u001B[0m\n", - "\u001B[1;31mKeyError\u001B[0m: 'TNSE-X'", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001B[1;31mKeyError\u001B[0m Traceback (most recent call last)", - "Cell \u001B[1;32mIn[105], line 1\u001B[0m\n\u001B[1;32m----> 1\u001B[0m \u001B[43mwos\u001B[49m\u001B[43m[\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43mTNSE-X\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m]\u001B[49m\n", - "File \u001B[1;32m~\\Anaconda3\\envs\\MOME_BIGDATA\\lib\\site-packages\\pandas\\core\\frame.py:3745\u001B[0m, in \u001B[0;36mDataFrame.__getitem__\u001B[1;34m(self, key)\u001B[0m\n\u001B[0;32m 3743\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mcolumns\u001B[38;5;241m.\u001B[39mnlevels \u001B[38;5;241m>\u001B[39m \u001B[38;5;241m1\u001B[39m:\n\u001B[0;32m 3744\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_getitem_multilevel(key)\n\u001B[1;32m-> 3745\u001B[0m indexer \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mcolumns\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mget_loc\u001B[49m\u001B[43m(\u001B[49m\u001B[43mkey\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 3746\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m is_integer(indexer):\n\u001B[0;32m 3747\u001B[0m indexer \u001B[38;5;241m=\u001B[39m [indexer]\n", - "File \u001B[1;32m~\\Anaconda3\\envs\\MOME_BIGDATA\\lib\\site-packages\\pandas\\core\\indexes\\base.py:3651\u001B[0m, in \u001B[0;36mIndex.get_loc\u001B[1;34m(self, key)\u001B[0m\n\u001B[0;32m 3649\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_engine\u001B[38;5;241m.\u001B[39mget_loc(casted_key)\n\u001B[0;32m 3650\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mKeyError\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m err:\n\u001B[1;32m-> 3651\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mKeyError\u001B[39;00m(key) \u001B[38;5;28;01mfrom\u001B[39;00m \u001B[38;5;21;01merr\u001B[39;00m\n\u001B[0;32m 3652\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mTypeError\u001B[39;00m:\n\u001B[0;32m 3653\u001B[0m \u001B[38;5;66;03m# If we have a listlike key, _check_indexing_error will raise\u001B[39;00m\n\u001B[0;32m 3654\u001B[0m \u001B[38;5;66;03m# InvalidIndexError. Otherwise we fall through and re-raise\u001B[39;00m\n\u001B[0;32m 3655\u001B[0m \u001B[38;5;66;03m# the TypeError.\u001B[39;00m\n\u001B[0;32m 3656\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_check_indexing_error(key)\n", - "\u001B[1;31mKeyError\u001B[0m: 'TNSE-X'" + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of records: 24653\n", + "Number of valid records: 22081\n" ] } ], "source": [ - "wos[\"TNSE-X\"]" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + "print(f'Number of records: {len(wos)}')\n", + "print(f'Number of valid cooperation records: {len(valid_scope)}')" + ] }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, + "execution_count": 66, "outputs": [], "source": [ - "geotext = GeoText()\n", - "\n", - "def extract_location(input_text, key='countries'):\n", - " anomalies = {\"Malta\":\"Malta\",\n", - " \"Mongolia\":\"Mongolia\",\n", - " \"Quatar\":\"Qatar\",\n", - " \"Qatar\":\"Qatar\",\n", - " \"Ethiop\":\"Ethiopia\",\n", - " \"Nigeria\":\"Nigeria\",\n", - " \"BELAR\":\"Belarus\",\n", - " \"Venezuela\":\"Venezuela\",\n", - " \"Cyprus\":\"Cyprus\",\n", - " \"Ecuador\":\"Ecuador\",\n", - " \"U Arab\":\"United Arab Emirates\",\n", - " \"Syria\":\"Syria\",\n", - " \"Uganda\":\"Uganda\",\n", - " \"Yemen\":\"Yemen\",\n", - " \"Mali\":\"Mali\",\n", - " \"Senegal\":\"Senegal\",\n", - " \"Vatican\":\"Vatican\",\n", - " \"Uruguay\":\"Uruguay\",\n", - " \"Panama\":\"Panama\",\n", - " \"Fiji\":\"Fiji\",\n", - " \"Faroe\":\"Faroe Islands\",\n", - " \"Macedonia\":\"Macedonia\",\n", - " 'Mozambique':'Mozambique',\n", - " \"Kuwait\":\"Kuwait\",\n", - " \"Libya\":\"Libya\",\n", - " \"Turkiy\":\"Turkey\",\n", - " \"Liberia\":\"Liberia\",\n", - " \"Namibia\":\"Namibia\",\n", - " \"Ivoire\":\"Ivory Coast\",\n", - " \"Guatemala\":\"Gutemala\",\n", - " \"Paraguay\":\"Paraguay\",\n", - " \"Honduras\":\"Honduras\",\n", - " \"Nicaragua\":\"Nicaragua\",\n", - " \"Trinidad\":\"Trinidad & Tobago\",\n", - " \"Liechtenstein\":\"Liechtenstein\",\n", - " \"Greenland\":\"Denmark\"}\n", - "\n", - " extracted = geotext.extract(input_text=input_text)\n", - " found = extracted[key].keys()\n", - " if len(sorted(found))>0:\n", - " return sorted(found)[0]\n", - " elif key=='countries':\n", - " for i in ['Scotland','Wales','England']:\n", - " if i in input_text:\n", - " return 'United Kingdom'\n", - " for j in anomalies.keys():\n", - " if j in input_text:\n", - " return anomalies.get(j)\n", - " else:\n", - " return None\n", - "\n", - "with open('../eu_members.txt',\"r\") as f:\n", - " eu_countries=f.readline().split(\",\")\n", - " eu_countries=[i.strip() for i in eu_countries]\n", - "\n", - "def country_type(country):\n", - " if country in eu_countries:\n", - " return \"EU\"\n", - " elif country==\"China\":\n", - " return \"China\"\n", - " else:\n", - " return \"Other\"\n" - ] + "wos = wos[wos[record_col].isin(valid_scope)]\n", + "locations = locations[locations[record_col].isin(valid_scope)]\n", + "univ_locations = univ_locations[univ_locations[record_col].isin(valid_scope)]\n", + "author_locations = author_locations[author_locations[record_col].isin(valid_scope)]\n", + "author_primary_region = author_locations[author_locations[record_col].isin(valid_scope)]" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ - "locations = wos.groupby(record_col)[\"Addresses\"].apply(lambda x: x.str.split('[')).explode().reset_index().drop(columns=\"level_1\")\n", - "locations = locations[locations[\"Addresses\"]!=\"\"].copy()\n", - "locations[\"Address\"] = locations[\"Addresses\"].apply(lambda x:x.split(\"]\")[-1])\n", - "locations[\"Authors_of_address\"] = locations[\"Addresses\"].apply(lambda x:x.split(\"]\")[0])\n", - "locations[\"Country\"]=locations['Address'].apply(lambda x: extract_location(input_text=x, key='countries'))\n", - "locations[\"City\"]=locations['Address'].apply(lambda x: extract_location(input_text=x, key='cities'))\n", - "locations[\"Country_Type\"] = locations[\"Country\"].apply(lambda x: country_type(x))" + "affiliations = wos.groupby(record_col)[\"Affiliations\"].apply(lambda x: x.str.split(';')).explode().reset_index().drop(columns=\"level_1\")\n", + "affiliations[\"Affiliations\"] = affiliations[\"Affiliations\"].str.strip().str.upper().fillna(\"UNKNOWN\")\n", + "affiliations = affiliations.drop_duplicates()" ] }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, + "execution_count": 67, "outputs": [ { "data": { - "text/plain": " UT (Unique WOS ID) Address \n1 WOS:000209536100003 BGI HK Ltd, GigaSci, Tai Po, Hong Kong, Peopl... \\\n2 WOS:000209536100003 Nat Hist Museum, London SW7 5BD, England; \n3 WOS:000209536100003 Pensoft Publishers, Sofia, Bulgaria; \n4 WOS:000209536100003 Nat Hist Museum, Natl Museum, Sofia, Bulgaria; \n5 WOS:000209536100003 Bulgarian Acad Sci, Inst Biodivers & Ecosyst ... \n\n Country City Country_Type Institution \n1 China Hong Kong China BGI HK Ltd \n2 United Kingdom London Other Nat Hist Museum \n3 Bulgaria Sofia EU Pensoft Publishers \n4 Bulgaria Sofia EU Nat Hist Museum \n5 Bulgaria Rees EU Bulgarian Acad Sci ", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
UT (Unique WOS ID)AddressCountryCityCountry_TypeInstitution
1WOS:000209536100003BGI HK Ltd, GigaSci, Tai Po, Hong Kong, Peopl...ChinaHong KongChinaBGI HK Ltd
2WOS:000209536100003Nat Hist Museum, London SW7 5BD, England;United KingdomLondonOtherNat Hist Museum
3WOS:000209536100003Pensoft Publishers, Sofia, Bulgaria;BulgariaSofiaEUPensoft Publishers
4WOS:000209536100003Nat Hist Museum, Natl Museum, Sofia, Bulgaria;BulgariaSofiaEUNat Hist Museum
5WOS:000209536100003Bulgarian Acad Sci, Inst Biodivers & Ecosyst ...BulgariaReesEUBulgarian Acad Sci
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" + "text/plain": "Affiliations\nCHINESE ACADEMY OF SCIENCES 2688\nUNIVERSITY OF LONDON 1251\nUDICE-FRENCH RESEARCH UNIVERSITIES 1038\nCENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE (CNRS) 978\nTSINGHUA UNIVERSITY 960\n ... \nITALIAN INSTITUTE FOR GENOMIC MEDICINE (IIGM) 1\nSHENYANG INSTITUTE OF ENGINEERING 1\nXIANYANG NORMAL UNIVERSITY 1\nAGILENT TECHNOLOGIES 1\nUNIVERSIDAD DE ESPECIALIDADES ESPIRITU SANTO 1\nName: count, Length: 6117, dtype: int64" }, - "execution_count": 10, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "univ_locations = locations[[record_col,\"Address\",\"Country\",\"City\",\"Country_Type\"]].copy()\n", - "univ_locations[\"Institution\"] = univ_locations[\"Address\"].apply(lambda x: x.split(\",\")[0])\n", - "univ_locations.head()" - ] + "affiliations[\"Affiliations\"].value_counts()" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "code", - "execution_count": 11, - "metadata": {}, + "execution_count": 68, "outputs": [ { "data": { - "text/plain": "Country\nChina 21063\nUnited States 5913\nGermany 4179\nItaly 3195\nFrance 2767\n ... \nFaroe Islands 1\nHonduras 1\nVatican 1\nMacedonia 1\nJamaica 1\nName: count, Length: 137, dtype: int64" + "text/plain": "Institution\n Chinese Acad Sci 2708\n Tsinghua Univ 1170\n Shanghai Jiao Tong Univ 978\n Zhejiang Univ 902\n Univ Chinese Acad Sci 753\n ... \n Univ Namur 1\n Qianhai Inst Innovat Res 1\n UN 1\n Vienna Int Ctr 1\n Engn Res Ctr Urban Underground Space Dev Zhejiang 1\nName: count, Length: 11670, dtype: int64" }, - "execution_count": 11, + "execution_count": 68, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "locations[\"Country\"].value_counts()" - ] + "univ_locations[\"Institution\"].value_counts()" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "code", - "execution_count": 12, - "metadata": {}, + "execution_count": 61, "outputs": [ { "data": { - "text/plain": "Country_Type\nEU 21228\nChina 21063\nOther 20404\nName: count, dtype: int64" + "text/plain": "22081" }, - "execution_count": 12, + "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "locations[\"Country_Type\"].value_counts()" - ] + "univ_locations[record_col].nunique()" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "code", - "execution_count": 13, - "metadata": {}, + "execution_count": 62, "outputs": [ { "data": { - "text/plain": " UT (Unique WOS ID) Country Country_Type Author_name \n0 WOS:000209536100003 Bulgaria EU Stoev, Pavel \\\n1 WOS:000209536100003 Bulgaria EU Penev, Lyubomir \n2 WOS:000209536100003 Bulgaria EU Stoev, Pavel \n3 WOS:000209536100003 Bulgaria EU Penev, Lyubomir \n4 WOS:000209536100003 China China Edmunds, Scott C. \n... ... ... ... ... \n173441 WOS:000947693400001 China China Peng, Sihua \n173442 WOS:000947693400001 China China Shen, Zhehan \n173443 WOS:000947693400001 China China Shen, Zhehan \n173444 WOS:000947693400001 China China Liu, Taigang \n173445 WOS:000947693400001 Spain EU Jiang, Linhua \n\n author_str_id \n0 stoevpavel \n1 penevlyubomir \n2 stoevpavel \n3 penevlyubomir \n4 edmundsscottc \n... ... \n173441 pengsihua \n173442 shenzhehan \n173443 shenzhehan \n173444 liutaigang \n173445 jianglinhua \n\n[173446 rows x 5 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
UT (Unique WOS ID)CountryCountry_TypeAuthor_nameauthor_str_id
0WOS:000209536100003BulgariaEUStoev, Pavelstoevpavel
1WOS:000209536100003BulgariaEUPenev, Lyubomirpenevlyubomir
2WOS:000209536100003BulgariaEUStoev, Pavelstoevpavel
3WOS:000209536100003BulgariaEUPenev, Lyubomirpenevlyubomir
4WOS:000209536100003ChinaChinaEdmunds, Scott C.edmundsscottc
..................
173441WOS:000947693400001ChinaChinaPeng, Sihuapengsihua
173442WOS:000947693400001ChinaChinaShen, Zhehanshenzhehan
173443WOS:000947693400001ChinaChinaShen, Zhehanshenzhehan
173444WOS:000947693400001ChinaChinaLiu, Taigangliutaigang
173445WOS:000947693400001SpainEUJiang, Linhuajianglinhua
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173446 rows × 5 columns

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" + "text/plain": "22081" }, - "execution_count": 13, + "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "author_locations = locations.groupby([record_col,\"Country\",\"Country_Type\"])[\"Authors_of_address\"].apply(lambda x: x.str.split(';')).explode().reset_index().drop(columns=\"level_3\")\n", - "author_locations[\"Author_name\"] = author_locations[\"Authors_of_address\"].str.strip()\n", - "author_locations = author_locations.drop(columns=\"Authors_of_address\")\n", - "author_locations[\"author_str_id\"] = author_locations[\"Author_name\"].apply(lambda x:''.join(filter(str.isalnum, x.lower())))\n", - "author_locations" - ] + "affiliations[record_col].nunique()" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, + "execution_count": 63, "outputs": [ { "data": { - "text/plain": "8925" + "text/plain": "99343" }, - "execution_count": 14, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "author_primary_region = author_locations.sort_values(by=\"Country_Type\").drop_duplicates(subset=[record_col,\"author_str_id\"])\n", - "# author_primary_region\n", - "\n", - "china=author_primary_region[author_primary_region[\"Country_Type\"]==\"China\"][record_col].unique()\n", - "eu=author_primary_region[author_primary_region[\"Country_Type\"]==\"EU\"][record_col].unique()\n", - "\n", - "len(wos[((wos[record_col].isin(china))\n", - " &\n", - " (wos[record_col].isin(eu)))])" - ] + "univ_locations[\"Institution\"].value_counts().sum()" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, + "execution_count": 64, "outputs": [ { "data": { - "text/plain": "9889" + "text/plain": "130533" }, - "execution_count": 15, + "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "len(wos)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "affiliations = wos.groupby(record_col)[\"Affiliations\"].apply(lambda x: x.str.split(';')).explode().reset_index().drop(columns=\"level_1\")\n", - "# affiliations[affiliations[\"Affiliations\"].str.lower().str.contains(\"chinese academy\", na=False, regex=True)][\"Affiliations\"].value_counts()\n", - "affiliations[\"Affiliations\"] = affiliations[\"Affiliations\"].str.strip().str.upper().fillna(\"UNKNOWN\")\n", - "affiliations = affiliations.drop_duplicates()" - ] + "affiliations[\"Affiliations\"].value_counts().sum()" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 70, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "76485 72581\n" + "158916 162684\n" ] } ], @@ -1088,18 +618,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "[['IDAHO'],\n ['ICREA'],\n ['CEA'],\n ['AGROPARISTECH'],\n ['LENOVO'],\n ['RIKEN'],\n ['MICROSOFT'],\n ['GLAXOSMITHKLINE'],\n ['UNICANCER'],\n ['INRIA'],\n ['CIBERESP'],\n ['SINOPEC'],\n ['PHILIPS'],\n ['CIRAD'],\n ['VITO'],\n ['IMEC'],\n ['ILLUMINA'],\n ['EURECOM'],\n ['BAIDU'],\n ['CIBEREHD'],\n ['UNKNOWN'],\n ['BAYCREST'],\n ['NOVARTIS'],\n ['ITER'],\n ['PELIN'],\n ['INRAE'],\n ['ASTRAZENECA'],\n ['ERICSSON'],\n ['IDIBAPS'],\n ['CGIAR'],\n ['UNILEVER'],\n ['GENENTECH'],\n ['TENCENT'],\n ['NICTA'],\n ['QUALCOMM'],\n ['INESC-ID'],\n ['CIBERES'],\n ['ALCATEL-LUCENT'],\n ['TEAGASC'],\n ['ABB'],\n ['HEWLETT-PACKARD'],\n ['AT&T'],\n ['RIGSHOSPITALET'],\n ['FORTISS'],\n ['AMAZON.COM'],\n ['BASF'],\n ['BOSCH'],\n ['CIBERSAM'],\n ['EURATOM'],\n ['UNINETTUNO'],\n ['E-ON'],\n ['DELPHI'],\n ['BIOGEN'],\n ['SAMSUNG'],\n ['INTERDIGITAL'],\n ['SYNGENTA'],\n ['CIBERONC'],\n ['IRTA'],\n ['MICA'],\n ['MEDTRONIC'],\n ['IFREMER'],\n ['DELTARES'],\n ['PROFIL'],\n ['SANOFI-AVENTIS'],\n ['REGENERON'],\n ['YUTONG'],\n ['CIBERBBN'],\n ['KAKAO'],\n ['DNV'],\n ['SCHLUMBERGER'],\n ['ITALFARMACO'],\n ['CYBERNETICA'],\n ['ZTE'],\n ['NAVER'],\n ['VOLVO'],\n ['CHANGHONG'],\n ['CINTECX'],\n ['VINUNIVERSITY'],\n ['SERVIER'],\n ['CIBERCV'],\n ['IMELDAZIEKENHUIS'],\n ['DIAKONESSENHUIS'],\n ['ADVENTHEALTH'],\n ['ALLIANCE'],\n ['AUDENCIA'],\n ['SINTEF'],\n ['SAP'],\n ['ELEKTA'],\n ['ELSEVIER'],\n ['CIBEROBN'],\n ['PFIZER'],\n ['ABBVIE'],\n ['NAVARRABIOMED'],\n ['BYD'],\n ['INSPUR'],\n ['CIBERNED'],\n ['SHANDONG', 'UNIVERSITY'],\n ['HEBEI', 'UNIVERSITY'],\n ['BOGAZICI', 'UNIVERSITY'],\n ['DOGUS', 'UNIVERSITY'],\n ['GAZIANTEP', 'UNIVERSITY'],\n ['ANKARA', 'UNIVERSITY'],\n ['DUMLUPINAR', 'UNIVERSITY'],\n ['GAZI', 'UNIVERSITY'],\n ['BOSTON', 'UNIVERSITY'],\n ['BRANDEIS', 'UNIVERSITY'],\n ['CARLETON', 'UNIVERSITY'],\n ['NANJING', 'UNIVERSITY'],\n ['COLUMBIA', 'UNIVERSITY'],\n ['HELMHOLTZ', 'ASSOCIATION'],\n ['DUKE', 'UNIVERSITY'],\n ['HAMPTON', 'UNIVERSITY'],\n ['HARVARD', 'UNIVERSITY'],\n ['KOBE', 'UNIVERSITY'],\n ['KYOTO', 'UNIVERSITY'],\n ['LANCASTER', 'UNIVERSITY'],\n ['SORBONNE', 'UNIVERSITE'],\n ['LUND', 'UNIVERSITY'],\n ['AIX-MARSEILLE', 'UNIVERSITE'],\n ['MCGILL', 'UNIVERSITY'],\n ['NAGOYA', 'UNIVERSITY'],\n ['OKAYAMA', 'UNIVERSITY'],\n ['OSAKA', 'UNIVERSITY'],\n ['RITSUMEIKAN', 'UNIVERSITY'],\n ['SHINSHU', 'UNIVERSITY'],\n ['UNIVERSITAT', 'SIEGEN'],\n ['STANFORD', 'UNIVERSITY'],\n ['STOCKHOLM', 'UNIVERSITY'],\n ['TUFTS', 'UNIVERSITY'],\n ['UPPSALA', 'UNIVERSITY'],\n ['WASEDA', 'UNIVERSITY'],\n ['YALE', 'UNIVERSITY'],\n ['HIROSHIMA', 'UNIVERSITY'],\n ['MANHATTAN', 'COLLEGE'],\n ['JAGIELLONIAN', 'UNIVERSITY'],\n ['FUDAN', 'UNIVERSITY'],\n ['YANTAI', 'UNIVERSITY'],\n ['UNIVERSITY', 'OSNABRUCK'],\n ['PEKING', 'UNIVERSITY'],\n ['TSINGHUA', 'UNIVERSITY'],\n ['SYRACUSE', 'UNIVERSITY'],\n ['ZHEJIANG', 'UNIVERSITY'],\n ['MCMASTER', 'UNIVERSITY'],\n ['ETH', 'ZURICH'],\n ['TUSCIA', 'UNIVERSITY'],\n ['LISHUI', 'UNIVERSITY'],\n ['LEGEND', 'HOLDINGS'],\n ['WUHAN', 'UNIVERSITY'],\n ['GHENT', 'UNIVERSITY'],\n ['SHANGHAI', 'UNIVERSITY'],\n ['JILIN', 'UNIVERSITY'],\n ['ULSTER', 'UNIVERSITY'],\n ['JIANGNAN', 'UNIVERSITY'],\n ['KU', 'LEUVEN'],\n ['HOCHSCHULE', 'AALEN'],\n ['SHAOYANG', 'UNIVERSITY'],\n ['HUNAN', 'UNIVERSITY'],\n ['KYUSHU', 'UNIVERSITY'],\n ['TONGJI', 'UNIVERSITY'],\n ['TAMPERE', 'UNIVERSITY'],\n ['AALTO', 'UNIVERSITY'],\n ['OBUDA', 'UNIVERSITY'],\n ['PANJAB', 'UNIVERSITY'],\n ['KOREA', 'UNIVERSITY'],\n ['VILNIUS', 'UNIVERSITY'],\n ['CHULALONGKORN', 'UNIVERSITY'],\n ['CUKUROVA', 'UNIVERSITY'],\n ['BRUNEL', 'UNIVERSITY'],\n ['BAYLOR', 'UNIVERSITY'],\n ['BROWN', 'UNIVERSITY'],\n ['CORNELL', 'UNIVERSITY'],\n ['FAIRFIELD', 'UNIVERSITY'],\n ['NORTHEASTERN', 'UNIVERSITY'],\n ['NORTHWESTERN', 'UNIVERSITY'],\n ['PRINCETON', 'UNIVERSITY'],\n ['PURDUE', 'UNIVERSITY'],\n ['RICE', 'UNIVERSITY'],\n ['ROCKEFELLER', 'UNIVERSITY'],\n ['VANDERBILT', 'UNIVERSITY'],\n ['CAIRO', 'UNIVERSITY'],\n ['FAYOUM', 'UNIVERSITY'],\n ['HELWAN', 'UNIVERSITY'],\n ['SHIRAZ', 'UNIVERSITY'],\n ['GAZIOSMANPASA', 'UNIVERSITY'],\n ['ADIYAMAN', 'UNIVERSITY'],\n ['MERSIN', 'UNIVERSITY'],\n ['OZYEGIN', 'UNIVERSITY'],\n ['KAFKAS', 'UNIVERSITY'],\n ['EGE', 'UNIVERSITY'],\n ['HOHAI', 'UNIVERSITY'],\n ['JIANGSU', 'UNIVERSITY'],\n ['LANZHOU', 'UNIVERSITY'],\n ['UNIVERSITE', 'PSL'],\n ['UNIVERSITY', 'HOHENHEIM'],\n ['TILBURG', 'UNIVERSITY'],\n ['BEIHANG', 'UNIVERSITY'],\n ['NORTHUMBRIA', 'UNIVERSITY'],\n ['CHONGQING', 'UNIVERSITY'],\n ['AALBORG', 'UNIVERSITY'],\n ['HASSELT', 'UNIVERSITY'],\n ['HAINAN', 'UNIVERSITY'],\n ['GIFU', 'UNIVERSITY'],\n ['HANYANG', 'UNIVERSITY'],\n ['KANAGAWA', 'UNIVERSITY'],\n ['NIIGATA', 'UNIVERSITY'],\n ['SOONGSIL', 'UNIVERSITY'],\n ['TOHO', 'UNIVERSITY'],\n ['TOHOKU', 'UNIVERSITY'],\n ['YAMAGATA', 'UNIVERSITY'],\n ['YONSEI', 'UNIVERSITY'],\n ['LINYI', 'UNIVERSITY'],\n ['IMT', 'ATLANTIQUE'],\n ['CHIBA', 'UNIVERSITY'],\n ['DOSHISHA', 'UNIVERSITY'],\n ['YANAN', 'UNIVERSITY'],\n ['CENTRALE', 'LILLE'],\n ['JINAN', 'UNIVERSITY'],\n ['MONASH', 'UNIVERSITY'],\n ['YUNNAN', 'UNIVERSITY'],\n ['HENAN', 'UNIVERSITY'],\n ['XIDIAN', 'UNIVERSITY'],\n ['MIDDLESEX', 'UNIVERSITY'],\n ['GEOSCIENCE', 'AUSTRALIA'],\n ['YANSHAN', 'UNIVERSITY'],\n ['OITA', 'UNIVERSITY'],\n ['IBARAKI', 'UNIVERSITY'],\n ['LEIDEN', 'UNIVERSITY'],\n ['MITRE', 'CORPORATION'],\n ['GOOGLE', 'INCORPORATED'],\n ['SHENZHEN', 'UNIVERSITY'],\n ['UNIVERSITY', 'BALAMAND'],\n ['JANSSEN', 'PHARMACEUTICALS'],\n ['LIVERPOOL', 'HOSPITAL'],\n ['IRCCS', 'FATEBENEFRATELLI'],\n ['OCHANOMIZU', 'UNIVERSITY'],\n ['UNIVERSITI', 'MALAYA'],\n ['FUZHOU', 'UNIVERSITY'],\n ['MARMARA', 'UNIVERSITY'],\n ['STELLENBOSCH', 'UNIVERSITY'],\n ['TIANJIN', 'UNIVERSITY'],\n ['SHANXI', 'UNIVERSITY'],\n ['PHILIPS', 'RESEARCH'],\n ['GUANGZHOU', 'UNIVERSITY'],\n ['NINGBO', 'UNIVERSITY'],\n ['HOSEI', 'UNIVERSITY'],\n ['SUWON', 'UNIVERSITY'],\n ['HUAWEI', 'TECHNOLOGIES'],\n ['INSTITUT', 'AGRO'],\n ['MONTPELLIER', 'SUPAGRO'],\n ['UNIVERSITE', 'PAUL-VALERY'],\n ['HOKKAIDO', 'UNIVERSITY'],\n ['FAHRENHEIT', 'UNIVERSITIES'],\n ['NANTES', 'UNIVERSITE'],\n ['XIANGTAN', 'UNIVERSITY'],\n ['NOKIA', 'CORPORATION'],\n ['NOKIA', 'FINLAND'],\n ['INESC', 'TEC'],\n ['FRAUNHOFER', 'GESELLSCHAFT'],\n ['ZHENGZHOU', 'UNIVERSITY'],\n ['AARHUS', 'UNIVERSITY'],\n ['JACOBS', 'UNIVERSITY'],\n ['MAYNOOTH', 'UNIVERSITY'],\n ['CARDIFF', 'UNIVERSITY'],\n ['DREXEL', 'UNIVERSITY'],\n ['DONGHUA', 'UNIVERSITY'],\n ['PICARDIE', 'UNIVERSITES'],\n ['ATHABASCA', 'UNIVERSITY'],\n ['NANKAI', 'UNIVERSITY'],\n ['MINIA', 'UNIVERSITY'],\n ['HOSPITAL', 'VALME'],\n ['LEIPZIG', 'UNIVERSITY'],\n ['KIRBY', 'INSTITUTE'],\n ['NEPEAN', 'HOSPITAL'],\n ['TAIF', 'UNIVERSITY'],\n ['LAURENTIAN', 'UNIVERSITY'],\n ['SICHUAN', 'UNIVERSITY'],\n ['IE', 'UNIVERSITY'],\n ['SMITHSONIAN', 'INSTITUTION'],\n ['CRANFIELD', 'UNIVERSITY'],\n ['GUANGXI', 'UNIVERSITY'],\n ['THIRUVALLUVAR', 'UNIVERSITY'],\n ['ALAGAPPA', 'UNIVERSITY'],\n ['MID-SWEDEN', 'UNIVERSITY'],\n ['MAASTRICHT', 'UNIVERSITY'],\n ['BMW', 'AG'],\n ['RUSH', 'UNIVERSITY'],\n ['BROAD', 'INSTITUTE'],\n ['DAEGU', 'UNIVERSITY'],\n ['KAROLINSKA', 'INSTITUTET'],\n ['DEAKIN', 'UNIVERSITY'],\n ['ULM', 'UNIVERSITY'],\n ['OAKLAND', 'UNIVERSITY'],\n ['INSTITUTO', 'BUTANTAN'],\n ['UNIVERSITE', 'GUSTAVE-EIFFEL'],\n ['BOURNEMOUTH', 'UNIVERSITY'],\n ['BRISTOL-MYERS', 'SQUIBB'],\n ['XIAMEN', 'UNIVERSITY'],\n ['UNIVERSITE', \"D'ARTOIS\"],\n ['DALARNA', 'UNIVERSITY'],\n ['BOEHRINGER', 'INGELHEIM'],\n ['UTRECHT', 'UNIVERSITY'],\n ['BAYER', 'AG'],\n ['ROCHE', 'HOLDING'],\n ['JAHANGIRNAGAR', 'UNIVERSITY'],\n ['ANHUI', 'UNIVERSITY'],\n ['PHILIPS', 'HEALTHCARE'],\n ['QATAR', 'UNIVERSITY'],\n ['TBS', 'EDUCATION'],\n ['EMORY', 'UNIVERSITY'],\n ['BAUHAUS-UNIVERSITAT', 'WEIMAR'],\n ['LINKOPING', 'UNIVERSITY'],\n ['HONGHE', 'UNIVERSITY'],\n ['MAYO', 'CLINIC'],\n ['SANMING', 'UNIVERSITY'],\n ['SUNGKYUL', 'UNIVERSITY'],\n ['INTEL', 'CORPORATION'],\n ['TANTA', 'UNIVERSITY'],\n ['UNIVERSITY', 'RUHUNA'],\n ['HACETTEPE', 'UNIVERSITY'],\n ['MACQUARIE', 'UNIVERSITY'],\n ['SWANSEA', 'UNIVERSITY'],\n ['BAHCESEHIR', 'UNIVERSITY'],\n ['DURHAM', 'UNIVERSITY'],\n ['SHANTOU', 'UNIVERSITY'],\n ['BHARATHIAR', 'UNIVERSITY'],\n ['UNIVERSITE', 'BORDEAUX-MONTAIGNE'],\n ['TATA', 'SONS'],\n ['HALMSTAD', 'UNIVERSITY'],\n ['CHU', 'STRASBOURG'],\n ['KANAZAWA', 'UNIVERSITY'],\n ['CHU', 'BREST'],\n ['HOSPITAL', 'ALEMAN'],\n ['SALZBURG', 'UNIVERSITY'],\n ['KARLSTAD', 'UNIVERSITY'],\n ['COVENTRY', 'UNIVERSITY'],\n ['HESAM', 'UNIVERSITE'],\n ['MALARDALEN', 'UNIVERSITY'],\n ['GILEAD', 'SCIENCES'],\n ['LOUGHBOROUGH', 'UNIVERSITY'],\n ['NAGASAKI', 'UNIVERSITY'],\n ['XIHUA', 'UNIVERSITY'],\n ['NYU', 'SHANGHAI'],\n ['GUIZHOU', 'UNIVERSITY'],\n ['CURTIN', 'UNIVERSITY'],\n ['YANGZHOU', 'UNIVERSITY'],\n ['TEMPLE', 'UNIVERSITY'],\n ['SAARLAND', 'UNIVERSITY'],\n ['PENNSYLVANIA', 'MEDICINE'],\n ['LELOIR', 'INSTITUTE'],\n ['DARTMOUTH', 'COLLEGE'],\n ['NESTLE', 'SA'],\n ['AMHERST', 'COLLEGE'],\n ['BEIJING', 'HOSPITAL'],\n ['MIE', 'UNIVERSITY'],\n ['HEFEI', 'UNIVERSITY'],\n ['QINGDAO', 'UNIVERSITY'],\n ['BOSE', 'INSTITUTE'],\n ['SEJONG', 'UNIVERSITY'],\n ['GAUHATI', 'UNIVERSITY'],\n ['INHA', 'UNIVERSITY'],\n ['KONKUK', 'UNIVERSITY'],\n ['CREIGHTON', 'UNIVERSITY'],\n ['EFFAT', 'UNIVERSITY'],\n ['FACEBOOK', 'INC'],\n ['UNIVERSITE', 'PARIS-DAUPHINE'],\n ['TEIKYO', 'UNIVERSITY'],\n ['KONYANG', 'UNIVERSITY'],\n ['KEIO', 'UNIVERSITY'],\n ['PLOVDIV', 'UNIVERSITY'],\n [\"CHANG'AN\", 'UNIVERSITY'],\n ['BANGOR', 'UNIVERSITY'],\n ['HUAQIAO', 'UNIVERSITY'],\n ['NANCHANG', 'UNIVERSITY'],\n ['PACE', 'UNIVERSITY'],\n ['BINZHOU', 'UNIVERSITY'],\n ['UMEA', 'UNIVERSITY'],\n ['MINES', 'PARISTECH'],\n ['LINGNAN', 'UNIVERSITY'],\n ['GEORGETOWN', 'UNIVERSITY'],\n ['MALMO', 'UNIVERSITY'],\n ['VATICAN', 'OBSERVATORY'],\n ['OHIO', 'UNIVERSITY'],\n ['HAVERFORD', 'COLLEGE'],\n ['XUCHANG', 'UNIVERSITY'],\n ['YAMAGUCHI', 'UNIVERSITY'],\n ['ALEXANDRIA', 'UNIVERSITY'],\n ['GIRESUN', 'UNIVERSITY'],\n ['HUAFAN', 'UNIVERSITY'],\n ['ERASMUS', 'MC'],\n ['YEUNGNAM', 'UNIVERSITY'],\n ['UNIVERSIDADE', 'FORTALEZA'],\n ['ITMO', 'UNIVERSITY'],\n ['ALIBABA', 'GROUP'],\n ['TINBERGEN', 'INSTITUTE'],\n ['AUBURN', 'UNIVERSITY'],\n ['DALHOUSIE', 'UNIVERSITY'],\n ['KOGAKUIN', 'UNIVERSITY'],\n ['NANTONG', 'UNIVERSITY'],\n ['GENERAL', 'ELECTRIC'],\n ['INNOPOLIS', 'UNIVERSITY'],\n ['SUEZ', 'UNIVERSITY'],\n ['SHOOLINI', 'UNIVERSITY'],\n ['BEYKENT', 'UNIVERSITY'],\n ['BINGOL', 'UNIVERSITY'],\n ['SINOP', 'UNIVERSITY'],\n ['VICTORIA', 'UNIVERSITY'],\n ['BOHAI', 'UNIVERSITY'],\n ['AGROCAMPUS', 'OUEST'],\n ['CHU', 'RENNES'],\n ['CHU', 'LYON'],\n ['CHU', 'LILLE'],\n ['SHANGHAITECH', 'UNIVERSITY'],\n ['LINNAEUS', 'UNIVERSITY'],\n ['VIT', 'VELLORE'],\n ['KARNATAK', 'UNIVERSITY'],\n ['NEC', 'CORPORATION'],\n ['SHAOXING', 'UNIVERSITY'],\n ['ISTANBUL', 'UNIVERSITY'],\n ['CHOSUN', 'UNIVERSITY'],\n ['TUNGHAI', 'UNIVERSITY'],\n ['THUYLOI', 'UNIVERSITY'],\n ['ATTITUS', 'EDUCACAO'],\n ['LIAONING', 'UNIVERSITY'],\n ['FUJITSU', 'LTD'],\n ['FOSHAN', 'UNIVERSITY'],\n ['MONMOUTH', 'UNIVERSITY'],\n ['GUSTAVE', 'ROUSSY'],\n ['ROTHAMSTED', 'RESEARCH'],\n ['WUYI', 'UNIVERSITY'],\n ['JEFFERSON', 'UNIVERSITY'],\n ['HUBEI', 'UNIVERSITY'],\n ['SIEMENS', 'AG'],\n ['UNIVERSITY', 'MORATUWA'],\n ['UNIVERSIDADE', 'PAULISTA'],\n ['GACHON', 'UNIVERSITY'],\n ['LEHIGH', 'UNIVERSITY'],\n ['VALPARAISO', 'UNIVERSITY'],\n ['RIJNSTATE', 'HOSPITAL'],\n ['CANISIUS-WILHELMINA', 'HOSPITAL'],\n ['BROCK', 'UNIVERSITY'],\n ['SIEMENS', 'GERMANY'],\n ['UNIVERSITAT', 'KASSEL'],\n ['HIROSAKI', 'UNIVERSITY'],\n ['WEIFANG', 'UNIVERSITY'],\n ['XINJIANG', 'UNIVERSITY'],\n ['TOSHIBA', 'CORPORATION'],\n ['SAKARYA', 'UNIVERSITY'],\n ['SHAHREKORD', 'UNIVERSITY'],\n ['RHODES', 'UNIVERSITY'],\n ['LUSOFONA', 'UNIVERSITY'],\n ['TAIZ', 'UNIVERSITY'],\n ['JIUJIANG', 'UNIVERSITY'],\n ['SHENZHEN', 'POLYTECHNIC'],\n ['KLINIKUM', 'BAYREUTH'],\n ['NVIDIA', 'CORPORATION'],\n ['SECTRA', 'AB'],\n ['ORANGE', 'SA'],\n ['ASWAN', 'UNIVERSITY'],\n ['CHINA', 'MOBILE'],\n ['SHAOGUAN', 'UNIVERSITY'],\n ['MEIJO', 'UNIVERSITY'],\n ['MINJIANG', 'UNIVERSITY'],\n ['ZHEJIANG', 'LABORATORY'],\n ['ENSTA', 'BRETAGNE'],\n ['INSTITUT', 'CURIE'],\n ['DEPAUL', 'UNIVERSITY'],\n ['TOWSON', 'UNIVERSITY'],\n ['ESIEE', 'PARIS'],\n [\"L'OREAL\", 'GROUP'],\n ['SOONCHUNHYANG', 'UNIVERSITY'],\n ['TIANGONG', 'UNIVERSITY'],\n ['LORESTAN', 'UNIVERSITY'],\n ['CLARK', 'UNIVERSITY'],\n ['MARQUETTE', 'UNIVERSITY'],\n ['FORSCHUNGSZENTRUM', 'BORSTEL'],\n ['CATHARINA', 'HOSPITAL'],\n ['ROSKILDE', 'UNIVERSITY'],\n ['SWERIM', 'AB'],\n ['ZAGAZIG', 'UNIVERSITY'],\n ['CHUZHOU', 'UNIVERSITY'],\n ['SHIHEZI', 'UNIVERSITY'],\n ['UNIVERSITY', 'KASHAN'],\n ['SHENYANG', 'UNIVERSITY'],\n ['YULIN', 'UNIVERSITY'],\n ['HAREFIELD', 'HOSPITAL'],\n ['UNIVERSIDADE', 'ABERTA'],\n ['SKIDMORE', 'COLLEGE'],\n ['LOCKHEED', 'MARTIN'],\n ['LINCOLN', 'LABORATORY'],\n ['CLAREMONT', 'COLLEGES'],\n ['POMONA', 'COLLEGE'],\n ['BARTIN', 'UNIVERSITY'],\n ['LAVAL', 'UNIVERSITY'],\n ['HOFSTRA', 'UNIVERSITY'],\n ['POLYTECHNIQUE', 'MONTREAL'],\n ['WESTLAKE', 'UNIVERSITY'],\n ['UNIVERSIDAD', 'VERACRUZANA'],\n ['AGROSUP', 'DIJON'],\n ['URMIA', 'UNIVERSITY'],\n ['NAZARBAYEV', 'UNIVERSITY'],\n ['UNIVERSITE', \"D'ANGERS\"],\n ['LAMAR', 'UNIVERSITY'],\n ['MCLEAN', 'HOSPITAL'],\n ['HUMANITAS', 'UNIVERSITY'],\n ['ISTINYE', 'UNIVERSITY'],\n ['MRC', 'HARWELL'],\n ['TRIBHUVAN', 'UNIVERSITY'],\n ['DALIAN', 'UNIVERSITY'],\n ['HOPITAL', \"D'ENFANTS\"],\n ['AKDENIZ', 'UNIVERSITY'],\n ['NITEC', 'UNIVERSITY'],\n ['NEWYORK-PRESBYTERIAN', 'HOSPITAL'],\n ['MENOFIA', 'UNIVERSITY'],\n ['AVIGNON', 'UNIVERSITE'],\n ['KAISER', 'PERMANENTE'],\n ['VINH', 'UNIVERSITY'],\n ['FORDHAM', 'UNIVERSITY'],\n ['CLEMSON', 'UNIVERSITY'],\n ['NILE', 'UNIVERSITY'],\n ['DIAKONHJEMMET', 'HOSPITAL'],\n ['SHIZUOKA', 'UNIVERSITY'],\n ['SAMSUNG', 'ELECTRONICS'],\n ['MICRON', 'TECHNOLOGY'],\n ['TU', 'CLAUSTHAL'],\n ['DAMIETTA', 'UNIVERSITY'],\n ['REYKJAVIK', 'UNIVERSITY'],\n ['FPT', 'UNIVERSITY'],\n ['HARTFORD', 'HOSPITAL'],\n ['CENTRE', 'MURAZ'],\n ['UNIVERSITAT', \"D'ALACANT\"],\n ['KHULNA', 'UNIVERSITY'],\n ['OREBRO', 'UNIVERSITY'],\n ['MAHIDOL', 'UNIVERSITY'],\n ['CHU', 'BORDEAUX'],\n [\"ADDENBROOKE'S\", 'HOSPITAL'],\n ['APPLE', 'INC'],\n ['AGILENT', 'TECHNOLOGIES'],\n ['JADAVPUR', 'UNIVERSITY'],\n ['WALTON', 'CENTRE'],\n ['ZAYED', 'UNIVERSITY'],\n ['QASSIM', 'UNIVERSITY'],\n ['MAJMAAH', 'UNIVERSITY'],\n ['MEKELLE', 'UNIVERSITY'],\n ['BRANDON', 'UNIVERSITY'],\n ['CHENGDU', 'UNIVERSITY'],\n ['EHIME', 'UNIVERSITY'],\n ['AZERBAIJAN', 'UNIVERSITY'],\n ['SONY', 'CORPORATION'],\n ['MASSEY', 'UNIVERSITY'],\n ['JACKSONVILLE', 'UNIVERSITY'],\n ['SIRNAK', 'UNIVERSITY'],\n ['KOCHI', 'UNIVERSITY'],\n [\"TAYLOR'S\", 'UNIVERSITY'],\n ['EARLHAM', 'INSTITUTE'],\n ['ABERYSTWYTH', 'UNIVERSITY'],\n ['WENZHOU', 'UNIVERSITY'],\n ['SUNY', 'OPTOMETRY'],\n ['MULTIMEDIA', 'UNIVERSITY'],\n ['UNIVERSITA', 'LUMSA'],\n ['JONKOPING', 'UNIVERSITY'],\n ['ACIBADEM', 'UNIVERSITY'],\n ['TRINA', 'SOLAR'],\n ['SOLVAY', 'SA'],\n ['CHANGSHA', 'UNIVERSITY'],\n ['ACREO', 'AB'],\n ['TALLINN', 'UNIVERSITY'],\n ['KOZMINSKI', 'UNIVERSITY'],\n ['STAFFORDSHIRE', 'UNIVERSITY'],\n ['HARRAN', 'UNIVERSITY'],\n ['ITHEMBA', 'LABS'],\n ['TOTTORI', 'UNIVERSITY'],\n ['UNIVERSITE', 'PARIS-VIII'],\n ['SHOWA', 'UNIVERSITY'],\n ['TOKAI', 'UNIVERSITY'],\n ['ASML', 'HOLDING'],\n ['COLGATE', 'UNIVERSITY'],\n ['PAZHOU', 'LAB'],\n ['JIMEI', 'UNIVERSITY'],\n ['ROEHAMPTON', 'UNIVERSITY'],\n ['KINGSTON', 'UNIVERSITY'],\n ['HUZHOU', 'UNIVERSITY'],\n ['COPPERBELT', 'UNIVERSITY'],\n ['UNIVERSIDAD', 'ICESI'],\n ['SEGI', 'UNIVERSITY'],\n ['MAHSA', 'UNIVERSITY'],\n ['SZEGED', 'UNIVERSITY'],\n ['WENZHOU-KEAN', 'UNIVERSITY'],\n ['IRCCS', 'NEUROMED'],\n ['IUSS', 'PAVIA'],\n ['MINES', 'SAINT-ETIENNE'],\n ['BENGBU', 'UNIVERSITY'],\n ['CHANGZHI', 'UNIVERSITY'],\n ['LAKEHEAD', 'UNIVERSITY'],\n ['MANSOURA', 'UNIVERSITY'],\n ['AL-MUTHANNA', 'UNIVERSITY'],\n ['WAKAYAMA', 'UNIVERSITY'],\n ['HUAIHUA', 'UNIVERSITY'],\n ['NAJRAN', 'UNIVERSITY'],\n ['RAYTHEON', 'TECHNOLOGIES'],\n ['SANJIANG', 'UNIVERSITY'],\n ['WSB', 'UNIVERSITY'],\n ['YANGTZE', 'UNIVERSITY'],\n ['KEIMYUNG', 'UNIVERSITY'],\n ['VODAFONE', 'GROUP'],\n ['CARLETON', 'COLLEGE'],\n ['TOPCON', 'CORPORATION'],\n ['NINGXIA', 'UNIVERSITY'],\n ['PARUL', 'UNIVERSITY'],\n ['CIC', 'ENERGIGUNE'],\n ['BIRZEIT', 'UNIVERSITY'],\n ['YESHIVA', 'UNIVERSITY'],\n ['DUQUESNE', 'UNIVERSITY'],\n ['RIKKYO', 'UNIVERSITY'],\n ['SEMNAN', 'UNIVERSITY'],\n ['TAIBAH', 'UNIVERSITY'],\n ['HAZARA', 'UNIVERSITY'],\n ['CANKAYA', 'UNIVERSITY'],\n ['BAYER', 'CROPSCIENCE'],\n ['AHMEDABAD', 'UNIVERSITY'],\n ['MURDOCH', 'UNIVERSITY'],\n ['BOCCONI', 'UNIVERSITY'],\n ['JAZAN', 'UNIVERSITY'],\n ['ULVAC', 'INC.'],\n ['ULVAC-PHI', 'INCORPORATED'],\n ['AGC', 'INC'],\n ['SEIKEI', 'UNIVERSITY'],\n ['CANON', 'INCORPORATED'],\n ['KAO', 'CORPORATION'],\n ['CHAPMAN', 'UNIVERSITY'],\n ['ANNA', 'UNIVERSITY'],\n ['CHANGZHOU', 'UNIVERSITY'],\n ['FUNDACIO', 'PUIGVERT'],\n ['KOC', 'UNIVERSITY'],\n ['FUNDACAO', 'CHAMPALIMAUD'],\n ['JIKEI', 'UNIVERSITY'],\n ['METEO', 'FRANCE'],\n ['SEMMELWEIS', 'UNIVERSITY'],\n ['CENTENARY', 'INSTITUTE'],\n ['ESSILOR', 'INTERNATIONAL'],\n ['TELKOM', 'UNIVERSITY'],\n ['JINING', 'UNIVERSITY'],\n ['UNIVERSITAT', 'TRIER'],\n ['KYONGGI', 'UNIVERSITY'],\n ['LONGYAN', 'UNIVERSITY'],\n ['CHU', 'POITIERS'],\n ['PAPAGEORGIOU', 'HOSPITAL'],\n ['THALES', 'GROUP'],\n ['WILHELMINA', 'KINDERZIEKENHUIS'],\n ['BENHA', 'UNIVERSITY'],\n ['GENERAL', 'MOTORS'],\n ['TAIZHOU', 'UNIVERSITY'],\n ['YIBIN', 'UNIVERSITY'],\n ['DAIMLER', 'AG'],\n ['HEILONGJIANG', 'UNIVERSITY'],\n ['KASETSART', 'UNIVERSITY'],\n ['EVANGELISMOS', 'HOSPITAL'],\n ['UNIVERSITAS', 'MULAWARMAN'],\n ['TELECOM', 'ITALIA'],\n ['GRIFFITH', 'UNIVERSITY'],\n ['CHIMIE', 'PARISTECH'],\n ['DAMANHOUR', 'UNIVERSITY'],\n ['KARABUK', 'UNIVERSITY'],\n ['ASTON', 'UNIVERSITY'],\n ['AIRLANGGA', 'UNIVERSITY'],\n ['AJMAN', 'UNIVERSITY'],\n ['AERODYNE', 'RESEARCH'],\n ['BIRUNI', 'UNIVERSITY'],\n ['SELCUK', 'UNIVERSITY'],\n ['CHU', 'REUNION'],\n ['ASSIUT', 'UNIVERSITY'],\n ['INONU', 'UNIVERSITY'],\n ['UNIVERSITAS', 'PADJADJARAN'],\n ['SHIGA', 'UNIVERSITY'],\n ['KITASATO', 'UNIVERSITY'],\n ['LISTER', 'HOSPITAL'],\n ['RAZI', 'UNIVERSITY'],\n ['MIMOS', 'BERHAD'],\n ['CHANDIGARH', 'UNIVERSITY'],\n ['CAMPBELL', 'UNIVERSITY'],\n ['INSTITUT', 'BERGONIE'],\n ['AUTODESK', 'INC.'],\n ['DUZCE', 'UNIVERSITY'],\n ['TWITTER', 'INC.'],\n ['JULIUS', 'KUHN-INSTITUT'],\n ['HUIZHOU', 'UNIVERSITY'],\n ['WENZHOU', 'POLYTECHNIC'],\n ['DIBRUGARH', 'UNIVERSITY'],\n ['DEUTSCHE', 'BAHN'],\n ['TERI', 'UNIVERSITY'],\n ['TRAKYA', 'UNIVERSITY'],\n ['SANGMYUNG', 'UNIVERSITY'],\n ['COVENANT', 'UNIVERSITY'],\n ['ATILIM', 'UNIVERSITY'],\n ['ILAM', 'UNIVERSITY'],\n ['UNIVERSITY', 'ZANJAN'],\n ['SRI', 'INTERNATIONAL'],\n [\"XI'AN\", 'UNIVERSITY'],\n ['YASOUJ', 'UNIVERSITY'],\n ['HUANGHUAI', 'UNIVERSITY'],\n ['MIAMI', 'UNIVERSITY'],\n ['SHARDA', 'UNIVERSITY'],\n ['WILLAMETTE', 'UNIVERSITY'],\n ['IQRA', 'UNIVERSITY'],\n ['HOWARD', 'UNIVERSITY'],\n ['KETTERING', 'UNIVERSITY'],\n ['SYNOPSYS', 'INC'],\n ['BOZOK', 'UNIVERSITY'],\n ['ERCIYES', 'UNIVERSITY'],\n ['PUNJABI', 'UNIVERSITY'],\n ['PIUS-HOSPITAL', 'OLDENBURG'],\n ['NORTHWELL', 'HEALTH'],\n ['BARNES-JEWISH', 'HOSPITAL'],\n ['NIRMA', 'UNIVERSITY'],\n ['SUNWAY', 'UNIVERSITY'],\n ['INJE', 'UNIVERSITY'],\n ['LIAOCHENG', 'UNIVERSITY'],\n ['YEDITEPE', 'UNIVERSITY'],\n ['SRINAKHARINWIROT', 'UNIVERSITY'],\n ['WOLLONGONG', 'HOSPITAL'],\n ['BISPEBJERG', 'HOSPITAL'],\n ['CHU', 'AMIENS'],\n ['CHU', 'BESANCON'],\n ['CHU', 'LIMOGES'],\n ['HELIOS', 'KLINIKEN'],\n ['ARCISPEDALE', \"SANT'ANNA\"],\n [\"SANT'EUGENIO\", 'HOSPITAL'],\n ['GELRE', 'HOSPITALS'],\n ['SPAARNE', 'HOSPITAL'],\n ['TYGERBERG', 'HOSPITAL'],\n ['BASURTO', 'HOSPITAL'],\n ['GALDAKAO', 'HOSPITAL'],\n ['DANDERYDS', 'HOSPITAL'],\n ['KOCAELI', 'UNIVERSITY'],\n ['DUBAI', 'HOSPITAL'],\n ['SOUTHMEAD', 'HOSPITAL'],\n ['PAPWORTH', 'HOSPITAL'],\n ['IPSWICH', 'HOSPITAL'],\n ['GLENFIELD', 'HOSPITAL'],\n ['WYTHENSHAWE', 'HOSPITAL'],\n ['KEELE', 'UNIVERSITY'],\n ['DERRIFORD', 'HOSPITAL'],\n ['POOLE', 'HOSPITAL'],\n ['MORRISTON', 'HOSPITAL'],\n ['PINDERFIELDS', 'HOSPITAL'],\n ['ADVENTHEALTH', 'ORLANDO'],\n ['LG', 'ELECTRONICS'],\n ['EUREKA', 'SCIENTIFIC'],\n ['KRISTIANSTAD', 'UNIVERSITY'],\n ['ZHAOTONG', 'UNIVERSITY'],\n ['JIAXING', 'UNIVERSITY'],\n ['BOND', 'UNIVERSITY'],\n ['JIANGHAN', 'UNIVERSITY'],\n ['HALLYM', 'UNIVERSITY'],\n ['UTKAL', 'UNIVERSITY'],\n ['UTSUNOMIYA', 'UNIVERSITY'],\n ['KUWAIT', 'UNIVERSITY'],\n ['MAEJO', 'UNIVERSITY'],\n ['ATATURK', 'UNIVERSITY'],\n ['JISHOU', 'UNIVERSITY'],\n ['UNIVERSITY', \"HA'IL\"],\n ['FIRAT', 'UNIVERSITY'],\n ['ISLAMIC', 'UNIVERSITY'],\n ['GUANGZHOU', 'LABORATORY'],\n ['CHU', 'NICE'],\n ['BABSON', 'COLLEGE'],\n ['YARMOUK', 'UNIVERSITY'],\n ['REICHMAN', 'UNIVERSITY'],\n ['CONSERVATION', 'INTERNATIONAL'],\n ['JUNTENDO', 'UNIVERSITY'],\n ['ANKANG', 'UNIVERSITY'],\n ['AL-MAARIF', 'UNIVERSITY'],\n ['TECH-X', 'CORPORATION'],\n ['LEBANESE', 'UNIVERSITY'],\n ['EDINBORO', 'UNIVERSITY'],\n ['TAIYUAN', 'UNIVERSITY'],\n ['VIT', 'CHENNAI'],\n ['ALMAAREFA', 'UNIVERSITY'],\n ['NIHON', 'UNIVERSITY'],\n ['TULANE', 'UNIVERSITY'],\n ['SABANCI', 'UNIVERSITY'],\n ['THAMMASAT', 'UNIVERSITY'],\n ['UNIVERSITAS', 'UDAYANA'],\n ['XIJING', 'UNIVERSITY'],\n ['NORDIC', 'BIOSCIENCE'],\n ['LUDONG', 'UNIVERSITY'],\n ['JINGGANGSHAN', 'UNIVERSITY'],\n ['BIOTALENTUM', 'LTD'],\n ['ACADIA', 'UNIVERSITY'],\n ['HOCHSCHULE', 'BOCHUM'],\n ['WUXI', 'UNIVERSITY'],\n ['TOYO', 'UNIVERSITY'],\n ['CHEMNITZ', 'CLINIC'],\n ['GALALA', 'UNIVERSITY'],\n ['CRRC', 'CORPORATION'],\n ['ANADOLU', 'UNIVERSITY'],\n ['FUKUOKA', 'UNIVERSITY'],\n ['PETROCHINA', 'COMPANY'],\n ['NINGXIA', 'POLYTECHNIC'],\n ['KHARAZMI', 'UNIVERSITY'],\n ['XIANGNAN', 'UNIVERSITY'],\n ['AL-AQSA', 'UNIVERSITY'],\n ['WASIT', 'UNIVERSITY'],\n ['REED', 'ELSEVIER'],\n ['HELSINGBORGS', 'HOSPITAL'],\n ['BRAC', 'UNIVERSITY'],\n ['VETAGRO', 'SUP'],\n ['DEZHOU', 'UNIVERSITY'],\n ['RAFFLES', 'HOSPITAL'],\n ['TARIM', 'UNIVERSITY'],\n ['OBERLIN', 'COLLEGE'],\n ['JACKSON', 'LABORATORY'],\n ['DAYSTAR', 'UNIVERSITY'],\n ['SAIGON', 'UNIVERSITY'],\n ['UTTARANCHAL', 'UNIVERSITY'],\n ['UNIVERSITY', 'ANTANANARIVO'],\n ['IWATE', 'UNIVERSITY'],\n ['LUCKNOW', 'UNIVERSITY'],\n ['OCCIDENTAL', 'COLLEGE'],\n ['WELLESLEY', 'COLLEGE'],\n ['HEXI', 'UNIVERSITY'],\n ['SOFTWAREPARK', 'HAGENBERG'],\n ['NOVO', 'NORDISK'],\n ['TOTAL', 'SA'],\n ['RAJAVITHI', 'HOSPITAL'],\n ['RANGSIT', 'UNIVERSITY'],\n ['KAGOSHIMA', 'UNIVERSITY'],\n ['AL-NAHRAIN', 'UNIVERSITY'],\n ['UNIVERSITE', 'CONSTANTINE'],\n ['DAVIDSON', 'COLLEGE'],\n ['VILLANOVA', 'UNIVERSITY'],\n ['CIHAN', 'UNIVERSITY-ERBIL'],\n ['QIQIHAR', 'UNIVERSITY'],\n ['KYUNGNAM', 'UNIVERSITY'],\n ['SOPHIA', 'UNIVERSITY'],\n ['EIJKMAN', 'INSTITUTE'],\n ['JIMMA', 'UNIVERSITY'],\n ['GLYNDWR', 'UNIVERSITY'],\n ['IFO', 'INSTITUT'],\n ['HECHI', 'UNIVERSITY'],\n ['DHOFAR', 'UNIVERSITY'],\n ['SOHAG', 'UNIVERSITY'],\n ['METROHEALTH', 'SYSTEM'],\n ['DIPONEGORO', 'UNIVERSITY'],\n ['ZARQA', 'UNIVERSITY'],\n ['SOGANG', 'UNIVERSITY'],\n ['SAITAMA', 'UNIVERSITY'],\n ['CUMHURIYET', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'LUBECK'],\n ['CAPITAL', 'MEDICAL', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'LONDON'],\n ['BIRKBECK', 'UNIVERSITY', 'LONDON'],\n ['CHINA', 'MEDICAL', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'POTSDAM'],\n ['SHANDONG', 'JIANZHU', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'HAMBURG'],\n ['IMPERIAL', 'COLLEGE', 'LONDON'],\n ['IDAHO', 'STATE', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'CAGLIARI'],\n ['UNIVERSITY', 'OF', 'FLORENCE'],\n ['UNIVERSITY', 'OF', 'JINAN'],\n ['UNIVERSITY', 'OF', 'ALBERTA'],\n ['UDICE-FRENCH', 'RESEARCH', 'UNIVERSITIES'],\n ['ISTANBUL', 'TECHNICAL', 'UNIVERSITY'],\n ['UNIVERSITE', 'DE', 'SAVOIE'],\n ['ARGONNE', 'NATIONAL', 'LABORATORY'],\n ['UNIVERSITY', 'OF', 'ARIZONA'],\n ['UNIVERSITY', 'OF', 'BELGRADE'],\n ['UNIVERSITY', 'OF', 'BERGEN'],\n ['UNIVERSITY', 'OF', 'BERN'],\n ['UNIVERSITY', 'OF', 'BIRMINGHAM'],\n ['UNIVERSITY', 'OF', 'BOLOGNA'],\n ['UNIVERSITY', 'OF', 'BONN'],\n ['BROOKHAVEN', 'NATIONAL', 'LABORATORY'],\n ['UNIVERSITY', 'OF', 'CAMBRIDGE'],\n ['UNIVERSITY', 'OF', 'CHICAGO'],\n ['UNIVERSITY', 'OF', 'COPENHAGEN'],\n ['NIELS', 'BOHR', 'INSTITUTE'],\n ['UNIVERSITY', 'OF', 'CALABRIA'],\n ['SOUTHERN', 'METHODIST', 'UNIVERSITY'],\n ['DEUTSCHES', 'ELEKTRONEN-SYNCHROTRON', 'DESY'],\n ['TECHNISCHE', 'UNIVERSITAT', 'DRESDEN'],\n ['UNIVERSITY', 'OF', 'EDINBURGH'],\n ['UNIVERSITY', 'OF', 'FREIBURG'],\n ['UNIVERSITY', 'OF', 'GENEVA'],\n ['UNIVERSITY', 'OF', 'GENOA'],\n ['UNIVERSITY', 'OF', 'GLASGOW'],\n ['UNIVERSITY', 'OF', 'GOTTINGEN'],\n ['INDIANA', 'UNIVERSITY', 'SYSTEM'],\n ['INDIANA', 'UNIVERSITY', 'BLOOMINGTON'],\n ['UNIVERSITY', 'OF', 'INNSBRUCK'],\n ['UNIVERSITY', 'OF', 'IOWA'],\n ['IOWA', 'STATE', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'SALENTO'],\n ['UNIVERSITY', 'OF', 'LIVERPOOL'],\n ['JOZEF', 'STEFAN', 'INSTITUTE'],\n ['UNIVERSITY', 'OF', 'LJUBLJANA'],\n ['UNIVERSITY', 'COLLEGE', 'LONDON'],\n ['UNIVERSITE', 'PARIS', 'CITE'],\n ['UNIVERSITY', 'OF', 'MANCHESTER'],\n ['UNIVERSITY', 'OF', 'MELBOURNE'],\n ['UNIVERSITY', 'OF', 'MICHIGAN'],\n ['MICHIGAN', 'STATE', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'MILAN'],\n ['BELARUSIAN', 'STATE', 'UNIVERSITY'],\n ['UNIVERSITE', 'DE', 'MONTREAL'],\n ['UNIVERSITY', 'OF', 'MUNICH'],\n ['MAX', 'PLANCK', 'SOCIETY'],\n ['RADBOUD', 'UNIVERSITY', 'NIJMEGEN'],\n ['UNIVERSITY', 'OF', 'AMSTERDAM'],\n ['NORTHERN', 'ILLINOIS', 'UNIVERSITY'],\n ['NEW', 'YORK', 'UNIVERSITY'],\n ['OHIO', 'STATE', 'UNIVERSITY'],\n ['PALACKY', 'UNIVERSITY', 'OLOMOUC'],\n ['UNIVERSITY', 'OF', 'OREGON'],\n ['UNIVERSITE', 'PARIS', 'SACLAY'],\n ['UNIVERSITY', 'OF', 'OSLO'],\n ['UNIVERSITY', 'OF', 'OXFORD'],\n ['UNIVERSITY', 'OF', 'PAVIA'],\n ['UNIVERSITY', 'OF', 'PENNSYLVANIA'],\n ['UNIVERSITY', 'OF', 'PISA'],\n ['UNIVERSITY', 'OF', 'PITTSBURGH'],\n ['UNIVERSITY', 'OF', 'GRANADA'],\n ['CHARLES', 'UNIVERSITY', 'PRAGUE'],\n ['UNIVERSITY', 'OF', 'REGINA'],\n ['SAPIENZA', 'UNIVERSITY', 'ROME'],\n ['ROMA', 'TRE', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'WASHINGTON'],\n ['UNIVERSITY', 'OF', 'SHEFFIELD'],\n ['SIMON', 'FRASER', 'UNIVERSITY'],\n ['COMENIUS', 'UNIVERSITY', 'BRATISLAVA'],\n ['UNIVERSITY', 'OF', 'JOHANNESBURG'],\n ['UNIVERSITY', 'OF', 'WITWATERSRAND'],\n ['OSKAR', 'KLEIN', 'CENTRE'],\n ['UNIVERSITY', 'OF', 'SUSSEX'],\n ['UNIVERSITY', 'OF', 'SYDNEY'],\n ['TEL', 'AVIV', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'TOKYO'],\n ['TOKYO', 'METROPOLITAN', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'TORONTO'],\n ['UNIVERSITY', 'OF', 'TSUKUBA'],\n ['UNIVERSIDAD', 'ANTONIO', 'NARINO'],\n ['UNIVERSITY', 'OF', 'UDINE'],\n ['UNIVERSITY', 'OF', 'VALENCIA'],\n ['UNIVERSITY', 'OF', 'VICTORIA'],\n ['UNIVERSITY', 'OF', 'WURZBURG'],\n ['UNIVERSITY', 'OF', 'WUPPERTAL'],\n ['YEREVAN', 'PHYSICS', 'INSTITUTE'],\n ['UNIVERSIDADE', 'DE', 'LISBOA'],\n ['NOVOSIBIRSK', 'STATE', 'UNIVERSITY'],\n ['UNIVERSIDADE', 'DE', 'COIMBRA'],\n ['PARTHENOPE', 'UNIVERSITY', 'NAPLES'],\n ['LOUISIANA', 'TECHNICAL', 'UNIVERSITY'],\n ['UNIVERSIDADE', 'DO', 'MINHO'],\n ['ZHEJIANG', 'NORMAL', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'WARWICK'],\n ['UNIVERSIDADE', 'DO', 'PORTO'],\n ['UNIVERSIDADE', 'ESTADUAL', 'PAULISTA'],\n ['DUBLIN', 'CITY', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'TWENTE'],\n ['LOUISIANA', 'STATE', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'SEVILLA'],\n ['LUOYANG', 'NORMAL', 'UNIVERSITY'],\n ['SHAANXI', 'NORMAL', 'UNIVERSITY'],\n ['CHINA', 'JILIANG', 'UNIVERSITY'],\n ['VRIJE', 'UNIVERSITEIT', 'BRUSSEL'],\n ['UNIVERSITY', 'COLLEGE', 'DUBLIN'],\n ['UNIVERSITY', 'OF', 'BARCELONA'],\n ['UNIVERSITY', 'OF', 'ZURICH'],\n ['VRIJE', 'UNIVERSITEIT', 'AMSTERDAM'],\n ['UNIVERSITY', 'OF', 'BRISTOL'],\n ['UNIVERSITY', 'OF', 'ROSTOCK'],\n ['UNIVERSITY', 'OF', 'FERRARA'],\n ['UNIVERSITY', 'OF', 'URBINO'],\n ['UNIVERSITY', 'OF', 'MILANO-BICOCCA'],\n ['UNIVERSITY', 'OF', 'BASILICATA'],\n ['UNIVERSITAT', 'RAMON', 'LLULL'],\n ['UNIVERSITY', 'COLLEGE', 'CORK'],\n ['OREGON', 'STATE', 'UNIVERSITY'],\n ['UNIVERSITE', 'DE', 'LILLE'],\n ['FINNISH', 'ENVIRONMENT', 'INSTITUTE'],\n ['ANHUI', 'AGRICULTURAL', 'UNIVERSITY'],\n ['UNIVERSITE', 'CATHOLIQUE', 'LOUVAIN'],\n ['UNIVERSITY', 'OF', 'OULU'],\n ['QUEENS', 'UNIVERSITY', 'BELFAST'],\n ['SHANGHAI', 'DIANJI', 'UNIVERSITY'],\n ['FUJIAN', 'NORMAL', 'UNIVERSITY'],\n ['TAMPERE', 'UNIVERSITY', 'HOSPITAL'],\n ['NORTHWESTERN', 'POLYTECHNICAL', 'UNIVERSITY'],\n ['UNIVERSITE', 'PARIS-EST-CRETEIL-VAL-DE-MARNE', 'UPEC'],\n ['KING', 'ABDULAZIZ', 'UNIVERSITY'],\n ['UNIVERSITE', 'DE', 'STRASBOURG'],\n ['BEIJING', 'NORMAL', 'UNIVERSITY'],\n ['UNIVERSITY', 'OF', 'ANTWERP'],\n ['UNIVERSITY', 'OF', 'MONS'],\n ['UNIVERSITY', 'OF', 'SOFIA'],\n ['UNIVERSITY', 'OF', 'SPLIT'],\n ['RUDJER', 'BOSKOVIC', 'INSTITUTE'],\n ['UNIVERSITY', 'OF', 'CYPRUS'],\n ['UNIVERSITY', 'OF', 'HELSINKI'],\n ['RWTH', 'AACHEN', 'UNIVERSITY'],\n ...]" - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "unique_inst = sorted([i.split(\" \") for i in list(affiliations[\"Affiliations\"].unique())], key=len)\n", "# unique_inst = [[''.join(filter(str.isalnum, i)) for i in i_list] for i_list in unique_inst]\n", @@ -1109,7 +630,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1125,7 +646,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1134,62 +655,34 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "Affiliations\nCHINESE ACADEMY OF SCIENCES 1188\nUDICE-FRENCH RESEARCH UNIVERSITIES 647\nCENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE (CNRS) 640\nHELMHOLTZ ASSOCIATION 427\nUNIVERSITY OF CHINESE ACADEMY OF SCIENCES, CAS 411\n ... \nIMT NORD EUROPE 1\nSANGMYUNG UNIVERSITY 1\nINDIANA UNIVERSITY PURDUE UNIVERSITY FORT WAYNE 1\nJAHANGIRNAGAR UNIVERSITY 1\nSAINT JAMES'S UNIVERSITY HOSPITAL 1\nName: count, Length: 4884, dtype: int64" - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "affiliations[\"Affiliations\"].value_counts()" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "Affiliations_merged\nCHINESE ACADEMY OF SCIENCES 1725\nNANJING UNIVERSITY 737\nSHANGHAI UNIVERSITY 667\nUDICE-FRENCH RESEARCH UNIVERSITIES 647\nCENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS 640\n ... \nULVAC INC. 1\nNATIONAL METROLOGY INSTITUTE OF JAPAN 1\nSHEFFIELD HALLAM UNIVERSITY 1\nGLOBAL INSTITUTE FOR WATER SECURITY 1\nSAINT JAMES'S UNIVERSITY HOSPITAL 1\nName: count, Length: 4241, dtype: int64" - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "affiliations[\"Affiliations_merged\"].value_counts()" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": "Empty DataFrame\nColumns: [UT (Unique WOS ID), Affiliations, Affiliations_merged]\nIndex: []", - "text/html": "
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UT (Unique WOS ID)AffiliationsAffiliations_merged
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" - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "affiliations[affiliations[\"Affiliations_merged\"]==\"ERROR\"]" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1200,7 +693,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1209,19 +702,9 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": " UT (Unique WOS ID) Affiliations \n0 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \\\n1 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n2 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n3 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n4 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n\n Affiliations_merged \n0 NATURAL HISTORY MUSEUM LONDON \\\n1 NATURAL HISTORY MUSEUM LONDON \n2 NATURAL HISTORY MUSEUM LONDON \n3 NATURAL HISTORY MUSEUM LONDON \n4 NATURAL HISTORY MUSEUM LONDON \n\n Address Country \n0 BGI HK Ltd, GigaSci, Tai Po, Hong Kong, Peopl... China \\\n1 Nat Hist Museum, London SW7 5BD, England; United Kingdom \n2 Pensoft Publishers, Sofia, Bulgaria; Bulgaria \n3 Nat Hist Museum, Natl Museum, Sofia, Bulgaria; Bulgaria \n4 Bulgarian Acad Sci, Inst Biodivers & Ecosyst ... Bulgaria \n\n City Country_Type Institution levehnstein \n0 Hong Kong China BGI HK LTD 24 \n1 London Other NAT HIST MUSEUM 14 \n2 Sofia EU PENSOFT PUBLISHERS 25 \n3 Sofia EU NAT HIST MUSEUM 14 \n4 Rees EU BULGARIAN ACAD SCI 25 ", - "text/html": "
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UT (Unique WOS ID)AffiliationsAffiliations_mergedAddressCountryCityCountry_TypeInstitutionlevehnstein
0WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONBGI HK Ltd, GigaSci, Tai Po, Hong Kong, Peopl...ChinaHong KongChinaBGI HK LTD24
1WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONNat Hist Museum, London SW7 5BD, England;United KingdomLondonOtherNAT HIST MUSEUM14
2WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONPensoft Publishers, Sofia, Bulgaria;BulgariaSofiaEUPENSOFT PUBLISHERS25
3WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONNat Hist Museum, Natl Museum, Sofia, Bulgaria;BulgariaSofiaEUNAT HIST MUSEUM14
4WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONBulgarian Acad Sci, Inst Biodivers & Ecosyst ...BulgariaReesEUBULGARIAN ACAD SCI25
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" - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "affiliations[\"Affiliations\"] = affiliations[\"Affiliations\"].str.upper().str.strip()\n", "affiliations[\"Institution\"] = affiliations[\"Institution\"].str.upper().str.strip()\n", @@ -1233,7 +716,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": null, "outputs": [], "source": [ "def tok_overlap(lon_str, short_str):\n", @@ -1254,17 +737,8 @@ }, { "cell_type": "code", - "execution_count": 62, - "outputs": [ - { - "data": { - "text/plain": "(4, 3)" - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "tok_overlap(lon_str=\" \".join(l),short_str=\" \".join(s)).shape" ], @@ -1274,18 +748,8 @@ }, { "cell_type": "code", - "execution_count": 72, - "outputs": [ - { - "data": { - "text/plain": " UT (Unique WOS ID) Affiliations \n0 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \\\n1 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n2 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n3 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n4 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n\n Affiliations_merged \n0 NATURAL HISTORY MUSEUM LONDON \\\n1 NATURAL HISTORY MUSEUM LONDON \n2 NATURAL HISTORY MUSEUM LONDON \n3 NATURAL HISTORY MUSEUM LONDON \n4 NATURAL HISTORY MUSEUM LONDON \n\n Address Country \n0 BGI HK Ltd, GigaSci, Tai Po, Hong Kong, Peopl... China \\\n1 Nat Hist Museum, London SW7 5BD, England; United Kingdom \n2 Pensoft Publishers, Sofia, Bulgaria; Bulgaria \n3 Nat Hist Museum, Natl Museum, Sofia, Bulgaria; Bulgaria \n4 Bulgarian Acad Sci, Inst Biodivers & Ecosyst ... Bulgaria \n\n City Country_Type Institution levehnstein token_overlap \n0 Hong Kong China BGI HK LTD 24 16 \n1 London Other NAT HIST MUSEUM 14 7 \n2 Sofia EU PENSOFT PUBLISHERS 25 12 \n3 Sofia EU NAT HIST MUSEUM 14 7 \n4 Rees EU BULGARIAN ACAD SCI 25 17 ", - "text/html": "
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UT (Unique WOS ID)AffiliationsAffiliations_mergedAddressCountryCityCountry_TypeInstitutionlevehnsteintoken_overlap
0WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONBGI HK Ltd, GigaSci, Tai Po, Hong Kong, Peopl...ChinaHong KongChinaBGI HK LTD2416
1WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONNat Hist Museum, London SW7 5BD, England;United KingdomLondonOtherNAT HIST MUSEUM147
2WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONPensoft Publishers, Sofia, Bulgaria;BulgariaSofiaEUPENSOFT PUBLISHERS2512
3WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONNat Hist Museum, Natl Museum, Sofia, Bulgaria;BulgariaSofiaEUNAT HIST MUSEUM147
4WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONBulgarian Acad Sci, Inst Biodivers & Ecosyst ...BulgariaReesEUBULGARIAN ACAD SCI2517
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" - }, - "execution_count": 72, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "affiliations[\"token_overlap\"] = affiliations.apply(\n", " lambda x: tok_overlap(x[\"Affiliations\"], x[\"Institution\"]), axis=1)\n", @@ -1297,18 +761,8 @@ }, { "cell_type": "code", - "execution_count": 73, - "outputs": [ - { - "data": { - "text/plain": " UT (Unique WOS ID) Affiliations \n2430154 WOS:000947693400001 UNIVERSITAT POLITECNICA DE VALENCIA \\\n2430132 WOS:000947693400001 SHANGHAITECH UNIVERSITY \n2430139 WOS:000947693400001 SHANGHAI OCEAN UNIVERSITY \n2430146 WOS:000947693400001 SHANGHAI JIAO TONG UNIVERSITY \n2430125 WOS:000947693400001 HUZHOU UNIVERSITY \n... ... ... \n43 WOS:000301090100061 BIRKBECK UNIVERSITY LONDON \n13 WOS:000297893800037 UNIVERSIDAD POLITECNICA DE MADRID \n11 WOS:000297893800037 BEIJING INSTITUTE OF TECHNOLOGY \n1 WOS:000209536100003 NATURAL HISTORY MUSEUM LONDON \n9 WOS:000209536100003 BULGARIAN ACADEMY OF SCIENCES \n\n Affiliations_merged \n2430154 UNIVERSITAT POLITECNICA DE VALENCIA \\\n2430132 SHANGHAITECH UNIVERSITY \n2430139 SHANGHAI UNIVERSITY \n2430146 SHANGHAI UNIVERSITY \n2430125 HUZHOU UNIVERSITY \n... ... \n43 BIRKBECK UNIVERSITY LONDON \n13 UNIVERSIDAD POLITECNICA DE MADRID \n11 BEIJING INSTITUTE OF TECHNOLOGY \n1 NATURAL HISTORY MUSEUM LONDON \n9 BULGARIAN ACADEMY OF SCIENCES \n\n Address Country \n2430154 Univ Politecn Valencia, European Inst Innovat... Spain \\\n2430132 ShanghaiTech Univ, Shanghai Inst Adv Immunoch... China \n2430139 Shanghai Ocean Univ, Coll Fisheries & Life Sc... China \n2430146 Shanghai Jiao Tong Univ, Ruijin Hosp, Sch Med... China \n2430125 Huzhou Univ, Sch Informat Engn, Huzhou 313000... China \n... ... ... \n43 Birkbeck Coll London, Sch Psychol, London, En... United Kingdom \n13 UPM, Ctr Elect Ind, Madrid 28006, Spain Spain \n11 UPM, Ctr Elect Ind, Madrid 28006, Spain Spain \n1 Nat Hist Museum, London SW7 5BD, England; United Kingdom \n9 Bulgarian Acad Sci, Inst Biodivers & Ecosyst ... Bulgaria \n\n City Country_Type Institution levehnstein \n2430154 Valencia EU UNIV POLITECN VALENCIA 13 \\\n2430132 Shanghai China SHANGHAITECH UNIV 6 \n2430139 Shanghai China SHANGHAI OCEAN UNIV 6 \n2430146 Meda China SHANGHAI JIAO TONG UNIV 6 \n2430125 Huzhou China HUZHOU UNIV 6 \n... ... ... ... ... \n43 London Other BIRKBECK COLL LONDON 10 \n13 Madrid EU UPM 30 \n11 Madrid EU UPM 30 \n1 London Other NAT HIST MUSEUM 14 \n9 Rees EU BULGARIAN ACAD SCI 11 \n\n token_overlap \n2430154 7 \n2430132 6 \n2430139 5 \n2430146 4 \n2430125 5 \n... ... \n43 5 \n13 3 \n11 3 \n1 7 \n9 6 \n\n[63590 rows x 10 columns]", - "text/html": "
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UT (Unique WOS ID)AffiliationsAffiliations_mergedAddressCountryCityCountry_TypeInstitutionlevehnsteintoken_overlap
2430154WOS:000947693400001UNIVERSITAT POLITECNICA DE VALENCIAUNIVERSITAT POLITECNICA DE VALENCIAUniv Politecn Valencia, European Inst Innovat...SpainValenciaEUUNIV POLITECN VALENCIA137
2430132WOS:000947693400001SHANGHAITECH UNIVERSITYSHANGHAITECH UNIVERSITYShanghaiTech Univ, Shanghai Inst Adv Immunoch...ChinaShanghaiChinaSHANGHAITECH UNIV66
2430139WOS:000947693400001SHANGHAI OCEAN UNIVERSITYSHANGHAI UNIVERSITYShanghai Ocean Univ, Coll Fisheries & Life Sc...ChinaShanghaiChinaSHANGHAI OCEAN UNIV65
2430146WOS:000947693400001SHANGHAI JIAO TONG UNIVERSITYSHANGHAI UNIVERSITYShanghai Jiao Tong Univ, Ruijin Hosp, Sch Med...ChinaMedaChinaSHANGHAI JIAO TONG UNIV64
2430125WOS:000947693400001HUZHOU UNIVERSITYHUZHOU UNIVERSITYHuzhou Univ, Sch Informat Engn, Huzhou 313000...ChinaHuzhouChinaHUZHOU UNIV65
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43WOS:000301090100061BIRKBECK UNIVERSITY LONDONBIRKBECK UNIVERSITY LONDONBirkbeck Coll London, Sch Psychol, London, En...United KingdomLondonOtherBIRKBECK COLL LONDON105
13WOS:000297893800037UNIVERSIDAD POLITECNICA DE MADRIDUNIVERSIDAD POLITECNICA DE MADRIDUPM, Ctr Elect Ind, Madrid 28006, SpainSpainMadridEUUPM303
11WOS:000297893800037BEIJING INSTITUTE OF TECHNOLOGYBEIJING INSTITUTE OF TECHNOLOGYUPM, Ctr Elect Ind, Madrid 28006, SpainSpainMadridEUUPM303
1WOS:000209536100003NATURAL HISTORY MUSEUM LONDONNATURAL HISTORY MUSEUM LONDONNat Hist Museum, London SW7 5BD, England;United KingdomLondonOtherNAT HIST MUSEUM147
9WOS:000209536100003BULGARIAN ACADEMY OF SCIENCESBULGARIAN ACADEMY OF SCIENCESBulgarian Acad Sci, Inst Biodivers & Ecosyst ...BulgariaReesEUBULGARIAN ACAD SCI116
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63590 rows × 10 columns

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" - }, - "execution_count": 73, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "affiliations.sort_values(by=[record_col,\"Affiliations\",\"token_overlap\"], ascending=[False,False,True]).drop_duplicates(subset=[record_col,\"Affiliations\"])" ], @@ -1318,17 +772,8 @@ }, { "cell_type": "code", - "execution_count": 80, - "outputs": [ - { - "data": { - "text/plain": "Affiliations\n(ADVENTHEALTH) CENTRAL FLORIDA DIVISION CHARITE\n1 DECEMBRIE 1918 UNIVERSITY ALBA IULIA 1 DECEMBRIE 1918 UNIV ALBA IULIA\nA*STAR - BIOINFORMATICS INSTITUTE (BII) ASTAR\nA*STAR - GENOME INSTITUTE OF SINGAPORE (GIS) UNIV COPENHAGEN\nA*STAR - INSTITUTE FOR INFOCOMM RESEARCH (I2R) ASTAR\n ... \nZTE ZTE CORP\nZUNYI MEDICAL UNIVERSITY [JINAN UNIV, NCI, SANOFI]\nZURICH CENTER INTEGRATIVE HUMAN PHYSIOLOGY (ZIHP) UNIV ZURICH\nZURICH UNIVERSITY OF APPLIED SCIENCES [IRD, SAS, UCL]\nZUSE INSTITUTE BERLIN ZUSE INST BERLIN\nName: Institution, Length: 4884, dtype: object" - }, - "execution_count": 80, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "helper = affiliations.sort_values(by=[\"Affiliations\",\"token_overlap\"], ascending=[False,True]).drop_duplicates(subset=[record_col,\"Affiliations\"])\n", "afh = helper[[\"Affiliations\",\"Institution\",\"Country\"]]\n", @@ -1340,17 +785,8 @@ }, { "cell_type": "code", - "execution_count": 82, - "outputs": [ - { - "data": { - "text/plain": "Affiliations\n(ADVENTHEALTH) CENTRAL FLORIDA DIVISION Germany\n1 DECEMBRIE 1918 UNIVERSITY ALBA IULIA Romania\nA*STAR - BIOINFORMATICS INSTITUTE (BII) Singapore\nA*STAR - GENOME INSTITUTE OF SINGAPORE (GIS) Denmark\nA*STAR - INSTITUTE FOR INFOCOMM RESEARCH (I2R) Singapore\n ... \nZTE China\nZUNYI MEDICAL UNIVERSITY United States\nZURICH CENTER INTEGRATIVE HUMAN PHYSIOLOGY (ZIHP) Switzerland\nZURICH UNIVERSITY OF APPLIED SCIENCES [France, United Kingdom, United States]\nZUSE INSTITUTE BERLIN Germany\nName: Country, Length: 4884, dtype: object" - }, - "execution_count": 82, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "afh.groupby(\"Affiliations\")[\"Country\"].agg(pd.Series.mode)" ], @@ -1360,7 +796,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": null, "outputs": [], "source": [ "helper1 = affiliations.sort_values(by=[\"Affiliations\",\"token_overlap\"], ascending=[False,True]).drop_duplicates(subset=[record_col,\"Affiliations\"])\n", @@ -1392,18 +828,8 @@ }, { "cell_type": "code", - "execution_count": 99, - "outputs": [ - { - "data": { - "text/plain": " Affiliations \n0 (ADVENTHEALTH) CENTRAL FLORIDA DIVISION \\\n1 1 DECEMBRIE 1918 UNIVERSITY ALBA IULIA \n2 A*STAR - BIOINFORMATICS INSTITUTE (BII) \n3 A*STAR - GENOME INSTITUTE OF SINGAPORE (GIS) \n4 A*STAR - INSTITUTE FOR INFOCOMM RESEARCH (I2R) \n... ... \n4795 ZTE \n4796 ZUNYI MEDICAL UNIVERSITY \n4797 ZURICH CENTER INTEGRATIVE HUMAN PHYSIOLOGY (ZIHP) \n4798 ZURICH UNIVERSITY OF APPLIED SCIENCES \n4799 ZUSE INSTITUTE BERLIN \n\n Institution (short name from address) Country_candidate City_candidate \n0 CHARITE Canada Berlin \\\n1 1 DECEMBRIE 1918 UNIV ALBA IULIA Romania Alba Iulia \n2 ASTAR China Jinan \n3 AGCY SCI TECHNOL & RES Denmark Copenhagen \n4 ASTAR Singapore Rees \n... ... ... ... \n4795 ZTE CORP China Shenzhen \n4796 JINAN UNIV China Bethesda \n4797 NATL CTR EXCELLENCE YOUTH MENTAL HLTH Switzerland Zürich \n4798 IRD France Cary \n4799 ZUSE INST BERLIN Germany Berlin \n\n Country_type_candidate \n0 EU \n1 EU \n2 China \n3 EU \n4 Other \n... ... \n4795 China \n4796 China \n4797 Other \n4798 Other \n4799 EU \n\n[4800 rows x 5 columns]", - "text/html": "
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AffiliationsInstitution (short name from address)Country_candidateCity_candidateCountry_type_candidate
0(ADVENTHEALTH) CENTRAL FLORIDA DIVISIONCHARITECanadaBerlinEU
11 DECEMBRIE 1918 UNIVERSITY ALBA IULIA1 DECEMBRIE 1918 UNIV ALBA IULIARomaniaAlba IuliaEU
2A*STAR - BIOINFORMATICS INSTITUTE (BII)ASTARChinaJinanChina
3A*STAR - GENOME INSTITUTE OF SINGAPORE (GIS)AGCY SCI TECHNOL & RESDenmarkCopenhagenEU
4A*STAR - INSTITUTE FOR INFOCOMM RESEARCH (I2R)ASTARSingaporeReesOther
..................
4795ZTEZTE CORPChinaShenzhenChina
4796ZUNYI MEDICAL UNIVERSITYJINAN UNIVChinaBethesdaChina
4797ZURICH CENTER INTEGRATIVE HUMAN PHYSIOLOGY (ZIHP)NATL CTR EXCELLENCE YOUTH MENTAL HLTHSwitzerlandZürichOther
4798ZURICH UNIVERSITY OF APPLIED SCIENCESIRDFranceCaryOther
4799ZUSE INSTITUTE BERLINZUSE INST BERLINGermanyBerlinEU
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4800 rows × 5 columns

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" - }, - "execution_count": 99, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "from functools import reduce\n", "dfs = [mode_i, mode_c, mode_city, mode_type]\n", @@ -1418,18 +844,8 @@ }, { "cell_type": "code", - "execution_count": 40, - "outputs": [ - { - "data": { - "text/plain": " Affiliations \n1873185 (ADVENTHEALTH) CENTRAL FLORIDA DIVISION \\\n1873299 (ADVENTHEALTH) CENTRAL FLORIDA DIVISION \n1873346 (ADVENTHEALTH) CENTRAL FLORIDA DIVISION \n1873394 (ADVENTHEALTH) CENTRAL FLORIDA DIVISION \n1873170 (ADVENTHEALTH) CENTRAL FLORIDA DIVISION \n... ... \n715405 ZUSE INSTITUTE BERLIN \n1548143 ZUSE INSTITUTE BERLIN \n715403 ZUSE INSTITUTE BERLIN \n1548154 ZUSE INSTITUTE BERLIN \n715409 ZUSE INSTITUTE BERLIN \n\n Institution levehnstein \n1873185 ST JOSEPHS HLTH CARE LONDON 28 \n1873299 ATHENS NAVAL & VET HOSP 28 \n1873346 ASST VALCAMONICA OSPED ESINE 28 \n1873394 ASST VALTELLINA & ALTO LARIO 28 \n1873170 FUNDACAO CTR MED CAMPINAS 29 \n... ... ... \n715405 CARL VON OSSIETZKY UNIV OLDENBURG 25 \n1548143 CHONGQING UNIV POSTS & TELECOMMUN 26 \n715403 GERMAN CTR NEURODEGENRAT DIS DZNE 27 \n1548154 UNIV KLINIKUM SCHLESWIG HOLSTEIN KIEL 30 \n715409 INESC TEC INST ENGN SISTEMAS & COMP TECNOL & CIEN 35 \n\n[773544 rows x 3 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
AffiliationsInstitutionlevehnstein
1873185(ADVENTHEALTH) CENTRAL FLORIDA DIVISIONST JOSEPHS HLTH CARE LONDON28
1873299(ADVENTHEALTH) CENTRAL FLORIDA DIVISIONATHENS NAVAL & VET HOSP28
1873346(ADVENTHEALTH) CENTRAL FLORIDA DIVISIONASST VALCAMONICA OSPED ESINE28
1873394(ADVENTHEALTH) CENTRAL FLORIDA DIVISIONASST VALTELLINA & ALTO LARIO28
1873170(ADVENTHEALTH) CENTRAL FLORIDA DIVISIONFUNDACAO CTR MED CAMPINAS29
............
715405ZUSE INSTITUTE BERLINCARL VON OSSIETZKY UNIV OLDENBURG25
1548143ZUSE INSTITUTE BERLINCHONGQING UNIV POSTS & TELECOMMUN26
715403ZUSE INSTITUTE BERLINGERMAN CTR NEURODEGENRAT DIS DZNE27
1548154ZUSE INSTITUTE BERLINUNIV KLINIKUM SCHLESWIG HOLSTEIN KIEL30
715409ZUSE INSTITUTE BERLININESC TEC INST ENGN SISTEMAS & COMP TECNOL & CIEN35
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773544 rows × 3 columns

\n
" - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "aff_lookup = affiliations[[\"Affiliations\",\"Institution\",\"levehnstein\"]].drop_duplicates().sort_values(by=[\"Affiliations\",\"levehnstein\"],ascending=[True,True])\n", "aff_lookup" @@ -1440,17 +856,8 @@ }, { "cell_type": "code", - "execution_count": 42, - "outputs": [ - { - "data": { - "text/plain": "[['THERESIENKRANKENHAUS'],\n ['CHARITE'],\n ['SALAMAH'],\n ['ASTAR'],\n ['INSERM'],\n ['CNRS'],\n ['MIT'],\n ['CNPQ'],\n ['UNICEN'],\n ['IRCCS'],\n ['NEI'],\n ['UCL'],\n ['UESTC'],\n ['SOVECTRON'],\n ['NTENT'],\n ['IEEE'],\n ['QMUL'],\n ['LCA'],\n ['CALTECH'],\n ['EUROFUSION'],\n ['LIWFUSION'],\n ['CIEMAT'],\n ['UNED'],\n ['ZALANDO'],\n ['VIIT'],\n ['CUNY'],\n ['KIIT'],\n ['USTC'],\n ['ASIPP'],\n ['ORISE'],\n ['IET'],\n ['AAIA'],\n ['TRAP'],\n ['CSIC'],\n ['ESAC'],\n ['ESTEC'],\n ['SISSA'],\n ['CERN'],\n ['IRFM'],\n ['NOKIA'],\n 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['CLEVELAND', 'CLIN'],\n ['NEWCASTLE', 'UNIV'],\n ['UNIV', 'CHESTER'],\n ['HACKENSACK', 'UNIV'],\n ['TENDYRON', 'CORP'],\n ['UNIV', 'JEDDAH'],\n ['U', 'HOPPER'],\n ['COLL', 'WOOSTER'],\n ['UNIV', 'BARCELONA'],\n ['UNIV', 'MICHIGAN'],\n ['UNIV', 'ILLINOIS'],\n ['PWC', 'FINLAND'],\n ['NORTHWESTERN', 'UNIV'],\n ['UNIV', 'QUEENSLAND'],\n ['UNIV', 'MISSISSIPPI'],\n ['HACKENSACK', 'UMC'],\n ['METHODIST', 'HOSP'],\n ['UNIV', 'CONNECTICUT'],\n ['UNIV', 'ARKANSAS'],\n ['UNIV', 'TUBINGEN'],\n ['ZHEJIANG', 'LAB'],\n ['AALTO', 'UNIV'],\n ['KYOTO', 'UNIV'],\n ['DAEGU', 'UNIV'],\n ['OULU', 'UNIV'],\n ['ASIA', 'UNIV'],\n ['FPT', 'UNIV'],\n ['BAYLOR', 'UNIV'],\n ['YANAN', 'UNIV'],\n ['UNIV', 'TRIESTE'],\n ['UNIV', 'OSLO'],\n ['LUND', 'UNIV'],\n ['UNIV', 'ROMA'],\n ['OAKLAND', 'UNIV'],\n ['JINAN', 'UNIV'],\n ['OPOLE', 'UNIV'],\n ['YANGTZE', 'UNIV'],\n ['KOREA', 'UNIV'],\n ['SHIGA', 'UNIV'],\n ['BOHAI', 'UNIV'],\n ['OPEN', 'UNIV'],\n ['AUBURN', 'UNIV'],\n ['DRAKE', 'UNIV'],\n ['HOSEI', 'UNIV'],\n ['LEIDEN', 'UNIV'],\n ['UNIV', 'IOWA'],\n ['UNIV', 'TORONTO'],\n ['UNIV', 'OVIEDO'],\n ['UNIV', 'SUSSEX'],\n ['UNIV', 'HELSINKI'],\n ['UNIV', 'FERRARA'],\n ['UNIV', 'TURKU'],\n ['ACAD', 'SINICA'],\n ['CARDIFF', 'UNIV'],\n ['UNIV', 'MUNICH'],\n ['UNIV', 'GHENT'],\n ['UPPSALA', 'UNIV'],\n ['QUEENS', 'UNIV'],\n ['UNIV', 'LISBON'],\n ['POLITECN', 'TORINO'],\n ['UNIV', 'BASEL'],\n ['UNIV', 'CALIF'],\n ['UNIV', 'CASSINO'],\n ['UNIV', 'YORK'],\n ['UNIV', 'TUSCIA'],\n ['KANAZAWA', 'UNIV'],\n ['TAMPERE', 'UNIV'],\n ['UNIV', 'EXETER'],\n ['RISE', 'SICS'],\n ['SEJONG', 'UNIV'],\n ['TEMPLE', 'UNIV'],\n ['UNIV', 'AGDER'],\n ['UNIV', 'PENN'],\n ['UNIV', 'VAASA'],\n ['UNIV', 'TWENTE'],\n ['LEHIGH', 'UNIV'],\n ['HARVARD', 'UNIV'],\n ['ALPHAWAVE', 'RES'],\n ['WENZHOU', 'UNIV'],\n ['UNIV', 'ANBAR'],\n ['ISLAMIC', 'UNIV'],\n ['UNIV', 'PALERMO'],\n ['UNIV', 'GENEVA'],\n ['PRINCETON', 'UNIV'],\n ['ESO', 'VITACURA'],\n ['UNIV', 'CANTABRIA'],\n ['UNIV', 'MANCHESTER'],\n ['UNIV', 'GRANADA'],\n ['CONSORZIO', 'CREATE'],\n ['CONSORZIO', 'RFX'],\n ['COMENIUS', 'UNIV'],\n ['IFP', 'CNR'],\n ['ITER', 'ORG'],\n ['NCSR', 'DEMOKRITOS'],\n ['UNIV', 'SEVILLE'],\n ['UNIV', 'INNSBRUCK'],\n ['UNIV', 'LATVIA'],\n ['UNIV', 'TAMPERE'],\n ['INST', 'AUTOMAT'],\n ['HRS', 'FUSION'],\n ['UNIV', 'TOYAMA'],\n ['UNIV', 'HOUSTON'],\n ['SIEVO', 'OY'],\n ['SHIZUOKA', 'UNIV'],\n ['EURAC', 'RES'],\n ['DARES', 'TECHNOL'],\n ['UNIV', 'ALICANTE'],\n ['GRANLUND', 'OY'],\n ['BOGAZICI', 'UNIV'],\n ['HACETTEPE', 'UNIV'],\n ['EMBL', 'EBI'],\n ['UNIV', 'POTSDAM'],\n ['FEDERAT', 'UNIV'],\n ['UNIV', 'CHICAGO'],\n ['ACAD', 'FINLAND'],\n ['ITER', 'INDIA'],\n ['UNIV', 'WISCONSIN'],\n ['CREATE', 'CONSORTIUM'],\n ['PALOMAR', 'COLL'],\n ['UNIV', 'DURHAM'],\n ['COVENTRY', 'UNIV'],\n ['SLS2', 'CONSULTING'],\n ['DONGHUA', 'UNIV'],\n ['UNIV', 'VIRGINIA'],\n ['UNIV', 'CYPRUS'],\n ['OTAKAARI', '4'],\n ['AIWAY', 'OY'],\n ['CHANGZHOU', 'UNIV'],\n ['UNIV', 'EDINBURGH'],\n ['CEA', 'SACLAY'],\n ['OBSERV', 'PARIS'],\n ['UNIV', 'TOULOUSE'],\n ['UNIV', 'CAGLIARI'],\n ['UNIV', 'CATANIA'],\n ['EUROPEAN', 'COMMISS'],\n ['PELIN', 'LLC'],\n ['SCK', 'CEN'],\n ['UNIV', 'BASILICATA'],\n ['SUNGKYUL', 'UNIV'],\n ['SHARPSIGHT', 'LTD'],\n ['UNIV', 'DELAWARE'],\n ['UNIV', 'HAMBURG'],\n ['MINIST', 'EDUC'],\n ['ZHENGZHOU', 'UNIV'],\n ['SAGE', 'BIONETWORKS'],\n ['IBM', 'CORP'],\n ['UNIV', 'CINCINNATI'],\n ['SEMMELWEIS', 'UNIV'],\n ['NORTHWEST', 'UNIV'],\n ['GEORGIA', 'TECH'],\n ['CNR', 'EURATOM'],\n ['UNIV', 'WASHINGTON'],\n ['CEA', 'CADARACHE'],\n ['KALLING', 'SOFTWARE'],\n ['UNIV', 'COLORADO'],\n ['UNIV', 'STUTTGART'],\n ['US', 'DOE'],\n ['XIAOMI', 'TECHNOL'],\n ['ACAD', 'EUROPAEA'],\n ['UNIV', 'NOTTINGHAM'],\n ['UNIV', 'SALAMANCA'],\n ['TELECOM', 'PARISTECH'],\n ['EUROFUS', 'CONSORTIUM'],\n ['GEN', 'ATOM'],\n ['UNIV', 'MELBOURNE'],\n ['UNIV', 'GOTTINGEN'],\n ['IMMUNEERING', 'CORP'],\n ['MICRODISCOVERY', 'GMBH'],\n ['UNIV', 'AUCKLAND'],\n ['GIFU', 'COLL'],\n ['NORTHEASTERN', 'UNIV'],\n ['UNIV', 'STRATHCLYDE'],\n ['TEILINST', 'GREIFSWALD'],\n ['LOUGHBOROUGH', 'UNIV'],\n ['CONVERGINT', 'TECHNOL'],\n ['JEFFERSON', 'LAB'],\n ['FORSCHUNGSZENTRUM', 'JUELICH'],\n ['KARABUK', 'UNIV'],\n ['YALE', 'UNIV'],\n ['YORK', 'UNIV'],\n ['OHIO', 'UNIV'],\n ['BROCK', 'UNIV'],\n ['DALHOUSIE', 'UNIV'],\n ['BERGEN', 'UNIV'],\n ['MASARYK', 'UNIV'],\n ['DAMANHOUR', 'UNIV'],\n ['HAINAN', 'UNIV'],\n ['ANKANG', 'UNIV'],\n ['BAZE', 'UNIV'],\n ['HOHAI', 'UNIV'],\n ['BORDEAUX', 'UNIV'],\n ['ARBOR', 'BIOSCI'],\n ['UNIV', 'VIGO'],\n ['UNIV', 'ESSEX'],\n ['AVIGNON', 'UNIV'],\n ['YUNNAN', 'UNIV'],\n ['UNIV', 'MAINE'],\n ['HENAN', 'UNIV'],\n ['YANGZHOU', 'UNIV'],\n ['MACQUARIE', 'UNIV'],\n ['AUSTIN', 'COLL'],\n ['LINCOLN', 'UNIV'],\n ['UNIV', 'READING'],\n ['UNIV', 'BREMEN'],\n ['INDIANA', 'UNIV'],\n ...]" - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "aff_lookup_levehnstein = aff_lookup.copy()\n", "aff_lookup_overlap = aff_lookup.copy()\n", @@ -1463,18 +870,8 @@ }, { "cell_type": "code", - "execution_count": 41, - "outputs": [ - { - "data": { - "text/plain": " Affiliations \n1873185 (ADVENTHEALTH) CENTRAL FLORIDA DIVISION \\\n1939932 1 DECEMBRIE 1918 UNIVERSITY ALBA IULIA \n933680 A*STAR - BIOINFORMATICS INSTITUTE (BII) \n2257766 A*STAR - GENOME INSTITUTE OF SINGAPORE (GIS) \n2364292 A*STAR - INSTITUTE FOR INFOCOMM RESEARCH (I2R) \n... ... \n1523750 ZTE \n2032613 ZUNYI MEDICAL UNIVERSITY \n476604 ZURICH CENTER INTEGRATIVE HUMAN PHYSIOLOGY (ZIHP) \n975211 ZURICH UNIVERSITY OF APPLIED SCIENCES \n715406 ZUSE INSTITUTE BERLIN \n\n Institution levehnstein \n1873185 ST JOSEPHS HLTH CARE LONDON 28 \n1939932 1 DECEMBRIE 1918 UNIV ALBA IULIA 6 \n933680 SHANDONG NORMAL UNIV 29 \n2257766 AGCY SCI TECHNOL & RES 34 \n2364292 INST INFOCOMM RES I2R 25 \n... ... ... \n1523750 ZTE CORP 5 \n2032613 ZUNYI MED UNIV 10 \n476604 SWISS FED INST TECHNOL ZURICH 36 \n975211 ZURICH UNIV APPL SCI ZHAW 17 \n715406 ZUSE INST BERLIN 5 \n\n[4884 rows x 3 columns]", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
AffiliationsInstitutionlevehnstein
1873185(ADVENTHEALTH) CENTRAL FLORIDA DIVISIONST JOSEPHS HLTH CARE LONDON28
19399321 DECEMBRIE 1918 UNIVERSITY ALBA IULIA1 DECEMBRIE 1918 UNIV ALBA IULIA6
933680A*STAR - BIOINFORMATICS INSTITUTE (BII)SHANDONG NORMAL UNIV29
2257766A*STAR - GENOME INSTITUTE OF SINGAPORE (GIS)AGCY SCI TECHNOL & RES34
2364292A*STAR - INSTITUTE FOR INFOCOMM RESEARCH (I2R)INST INFOCOMM RES I2R25
............
1523750ZTEZTE CORP5
2032613ZUNYI MEDICAL UNIVERSITYZUNYI MED UNIV10
476604ZURICH CENTER INTEGRATIVE HUMAN PHYSIOLOGY (ZIHP)SWISS FED INST TECHNOL ZURICH36
975211ZURICH UNIVERSITY OF APPLIED SCIENCESZURICH UNIV APPL SCI ZHAW17
715406ZUSE INSTITUTE BERLINZUSE INST BERLIN5
\n

4884 rows × 3 columns

\n
" - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "outputs": [], "source": [ "aff_lookup.drop_duplicates(subset=\"Affiliations\")" ], @@ -1484,22 +881,8 @@ }, { "cell_type": "code", - "execution_count": 39, - "outputs": [ - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m", - "\u001B[1;31mKeyboardInterrupt\u001B[0m Traceback (most recent call last)", - "Cell \u001B[1;32mIn[39], line 9\u001B[0m\n\u001B[0;32m 4\u001B[0m aff_lookup \u001B[38;5;241m=\u001B[39m aff_m\u001B[38;5;241m.\u001B[39mmerge(inst_m, how\u001B[38;5;241m=\u001B[39m\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mcross\u001B[39m\u001B[38;5;124m'\u001B[39m)\n\u001B[0;32m 6\u001B[0m \u001B[38;5;66;03m# aff_lookup[\"levehnstein\"] = aff_lookup.apply(\u001B[39;00m\n\u001B[0;32m 7\u001B[0m \u001B[38;5;66;03m# lambda x: edit_distance(x[\"Affiliations\"], x[\"Institution\"]), axis=1)\u001B[39;00m\n\u001B[1;32m----> 9\u001B[0m aff_lookup\u001B[38;5;241m.\u001B[39massign(distance\u001B[38;5;241m=\u001B[39m[\u001B[38;5;241m*\u001B[39m\u001B[38;5;28mmap\u001B[39m(edit_distance, aff_lookup\u001B[38;5;241m.\u001B[39mAffiliations, aff_lookup\u001B[38;5;241m.\u001B[39mInstitution)])\n", - "File \u001B[1;32m~\\.conda\\envs\\MOME_BIGDATA\\lib\\site-packages\\nltk\\metrics\\distance.py:111\u001B[0m, in \u001B[0;36medit_distance\u001B[1;34m(s1, s2, substitution_cost, transpositions)\u001B[0m\n\u001B[0;32m 109\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m s1[i \u001B[38;5;241m-\u001B[39m \u001B[38;5;241m1\u001B[39m] \u001B[38;5;241m==\u001B[39m s2[j \u001B[38;5;241m-\u001B[39m \u001B[38;5;241m1\u001B[39m]:\n\u001B[0;32m 110\u001B[0m last_right_buf \u001B[38;5;241m=\u001B[39m j\n\u001B[1;32m--> 111\u001B[0m \u001B[43m_edit_dist_step\u001B[49m\u001B[43m(\u001B[49m\n\u001B[0;32m 112\u001B[0m \u001B[43m \u001B[49m\u001B[43mlev\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 113\u001B[0m \u001B[43m \u001B[49m\u001B[43mi\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 114\u001B[0m \u001B[43m \u001B[49m\u001B[43mj\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 115\u001B[0m \u001B[43m \u001B[49m\u001B[43ms1\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 116\u001B[0m \u001B[43m \u001B[49m\u001B[43ms2\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 117\u001B[0m \u001B[43m \u001B[49m\u001B[43mlast_left\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 118\u001B[0m \u001B[43m \u001B[49m\u001B[43mlast_right\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 119\u001B[0m \u001B[43m \u001B[49m\u001B[43msubstitution_cost\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43msubstitution_cost\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 120\u001B[0m \u001B[43m \u001B[49m\u001B[43mtranspositions\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mtranspositions\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 121\u001B[0m \u001B[43m \u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 122\u001B[0m last_left_t[s1[i \u001B[38;5;241m-\u001B[39m \u001B[38;5;241m1\u001B[39m]] \u001B[38;5;241m=\u001B[39m i\n\u001B[0;32m 123\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m lev[len1][len2]\n", - "File \u001B[1;32m~\\.conda\\envs\\MOME_BIGDATA\\lib\\site-packages\\nltk\\metrics\\distance.py:52\u001B[0m, in \u001B[0;36m_edit_dist_step\u001B[1;34m(lev, i, j, s1, s2, last_left, last_right, substitution_cost, transpositions)\u001B[0m\n\u001B[0;32m 50\u001B[0m b \u001B[38;5;241m=\u001B[39m lev[i][j \u001B[38;5;241m-\u001B[39m \u001B[38;5;241m1\u001B[39m] \u001B[38;5;241m+\u001B[39m \u001B[38;5;241m1\u001B[39m\n\u001B[0;32m 51\u001B[0m \u001B[38;5;66;03m# substitution\u001B[39;00m\n\u001B[1;32m---> 52\u001B[0m c \u001B[38;5;241m=\u001B[39m \u001B[43mlev\u001B[49m\u001B[43m[\u001B[49m\u001B[43mi\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m-\u001B[39;49m\u001B[43m \u001B[49m\u001B[38;5;241;43m1\u001B[39;49m\u001B[43m]\u001B[49m[j \u001B[38;5;241m-\u001B[39m \u001B[38;5;241m1\u001B[39m] \u001B[38;5;241m+\u001B[39m (substitution_cost \u001B[38;5;28;01mif\u001B[39;00m c1 \u001B[38;5;241m!=\u001B[39m c2 \u001B[38;5;28;01melse\u001B[39;00m \u001B[38;5;241m0\u001B[39m)\n\u001B[0;32m 54\u001B[0m \u001B[38;5;66;03m# transposition\u001B[39;00m\n\u001B[0;32m 55\u001B[0m d \u001B[38;5;241m=\u001B[39m c \u001B[38;5;241m+\u001B[39m \u001B[38;5;241m1\u001B[39m \u001B[38;5;66;03m# never picked by default\u001B[39;00m\n", - "\u001B[1;31mKeyboardInterrupt\u001B[0m: " - ] - } - ], + "execution_count": null, + "outputs": [], "source": [ "# aff_m = pd.DataFrame(affiliations[\"Affiliations\"].unique(), columns=[\"Affiliations\"])\n", "# inst_m = pd.DataFrame(affiliations[[\"Institution\",\"Country_Type\",\"Country\",\"City\"]].drop_duplicates(),columns=[\"Institution\",\"Country_Type\",\"Country\",\"City\"])\n", @@ -1517,25 +900,8 @@ }, { "cell_type": "code", - "execution_count": 27, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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Vei688EKtWrWqxvi6det03nnn1bsoAAAAp9m6kPmBBx7QmDFjtH79eiUnJ0uSiouL9cknn+iZZ55xtEAAAAAn2DrSc+WVV2rp0qXq0qWLduzYod27d6tTp05asWKFrrrqKqdrBAAAqDdbR3ok6eKLL9akSZOcrAUAAKDB2Ao9Bw8eVF5enj777DNVV1fLsqyQ11966SVHigMAAHCKrdDz4IMP6rPPPlNWVpbi4uKcrgkAAMBxtu/IvHDhQnXv3t3pegAAABqErQuZk5KS5PXW6wHtAAAAjcr26a2cnByNHz9e7dq1U7NmzUJeb9OmjSPFAQAAOMVW6Bk3bpwkadSoUZIkj8cjSbIsSx6PR//3f//nUHkAAADOsBV63n33XafrAAAAaFC2Lsxp27at2rZtK7/fr+3btyshIUGBQEBt2rRR27Ztna4RAACg3mwd6fnmm290//33a9OmTZKkNWvWaObMmSorK9P8+fMJPgAAoMmxdaRnxowZio2N1ccff6zo6GhJ0qOPPqqf//znmjFjRq3nqays1OTJk5Wenq6MjAzl5eWddN3i4mLdcsst6t69u7KysvTxxx/bKR0AABjKVuj58MMPNWHCBMXHxwfHWrRooezsbP3v//5vreeZPXu2CgsLtWDBAk2dOlVz587V6tWra6z37bff6q677lL79u21fPly9evXT2PHjtX+/fvtlA8AAAxk+2Y7lZWVNcb+9a9/KTKydmfM/H6/Fi9erIceekjJycnq16+f7rnnHi1atKjGukuXLtUZZ5yhnJwctWvXLvhV+cLCQrvlAwAAw9gKPQMHDtTMmTNVUlIij8cjv9+vjz/+WA8//LCuv/76Ws1RVFSk6upqpaamBsfS0tJUUFCgQCAQsu6mTZt07bXXKiIiIjj25ptv8kR3AABQa7ZvTjhnzhwNGTJE3333nQYNGqSIiAgNHTpUDz74YK3m8Pl8SkhIUFRUVHCsZcuWqqys1IEDB9SiRYvgeFlZmbp3766HH35Y69atU9u2bTVx4kSlpaXVufbvbynkmOPzOT0vTi9O7h/sc/bQN/vonT30zb6G6p2t0BMVFaVJkybpgQceUFlZmY4ePapzzz1XzZs3r/UcFRUVIYHn+LySVFVVFTLu9/s1f/58jRgxQi+88IJWrFihu+++W6tWrdLZZ59dp9oTE8+s0/puz4vwl5BQ+38XdcE+Zw99s4/e2UPf7HO6d7ZCz4kuVt6+fXvw95dccskp54iOjq4Rbo4vx8TEhIxHRESoc+fOGj9+vCSpS5cuWr9+vd566y3dd999dap9//5vZVl12uQneTzH/lKcnrchRUR4G+yDGDWVlx/W0aOBU69YS+G4zzUF9M0+emcPfbPvh72TnAs/tkLP7bfffsLxqKgotWrVqlZ3bE5KSlJ5ebmqq6uDFz/7fD7FxMSEfCtMklq1aqULL7wwZOz888/XV199VefaLUsNsvM11Lw4PbDPNR30zT56Zw99s8/pvtkKPUVFRSHLR48e1e7duzV9+nRlZWXVao7OnTsrMjJSW7ZsUXp6uiQpPz9f3bp1q/EE9x49etQ4urRjxw4NHDjQTvkAAMBAtr+y/kMRERG64IILNGnSJD399NO12iY2NlaDBw9WTk6Otm7dqrVr1yovL08jRoyQdOyoz5EjRyRJw4YNU3FxsZ555hnt2rVLTz/9tMrKyjRo0CAnygcAAAZwJPQct3//fh08eLDW62dnZys5OVkjR47UtGnTNG7cOPXv31+SlJGRoZUrV0o69qyvP/7xj3rvvfc0cOBAvffee5o/f76SkpKcLB8AAJzGbJ3eys7OrjF2+PBhbdiwQZmZmbWeJzY2Vrm5ucrNza3xWnFxcchyWlqalixZUvdiAQAAZDP0nMhZZ52liRMncsoJAAA0SbZCz6xZs5yuAwAAoEHZCj1z586t9bpjx4618xYAAACOshV6du3apdWrV+uss85S165dFRUVpaKiIu3evVs9evQI3nfHw723AQBAE2H7MRRZWVmaNm2amjVrFhzPzc3VN998o0cffdSxAgEAAJxg6yvrK1eu1D333BMSeCTp5ptvDn7NHAAAoCmxFXqSkpL04Ycf1hhfs2aNzj333HoXBQAA4DRbp7d+85vf6IEHHtD777+vTp06SZI+++wzbd++Xc8//7yjBQIAADjB1pGefv36acmSJerQoYM+//xzffnll+rVq5fWrFmjXr16OV0jAABAvdm+OWHHjh2VnZ2tb775RnFxcfJ6vXxbCwAANFm2jvRYlqXnnntOvXv3Vp8+fbRnzx799re/1ZQpU1RVVeV0jQAAAPVmK/Q8++yz+utf/6rHHntMUVFRkqQbb7xR69ev1+zZsx0tEAAAwAm2Qs/SpUv1yCOP6Jprrgme0rr88suVm5urVatWOVogAACAE2yFnv3796t169Y1xuPj4+X3++tdFAAAgNNshZ5LL71Uf/rTn0LGDh06pDlz5qh3796OFAYAAOAkW6EnJydH27dv1+WXX67KykqNGTNGV111lb788kv97ne/c7pGAACAerP1lfX4+Hi98cYb+uijj7Rjxw5VV1frggsuUEZGhrxeWzkKAACgQdkKPQMHDtTcuXPVp08f9enTx+maAAAAHGfrsIzX69V3333ndC0AAAANxtaRnquvvlp33nmnrrnmGrVt2zZ4r57jxo4d60hxAAAATrEVeoqLi5WcnKy9e/dq7969Ia/xKAoAANAU1Tr03HrrrXruuecUHx+vl19+WZJ05MgRxcTENFhxAAAATqn1NT35+fk1ruO57LLLVFZW5nhRAAAATqvX98sty3KqDgAAgAbFTXUAAIARCD0AAMAIdfr21qpVqxQXFxdcDgQCeuedd9SiRYuQ9QYPHuxIcQAAAE6pdehp06aN8vLyQsYSExO1cOHCkDGPx0PoAQAATU6tQ8+6desasg4AAIAGxTU9AADACIQeAABgBEIPAAAwAqEHAAAYgdADAACMQOgBAABGIPQAAAAjEHoAAIARCD0AAMAIhB4AAGAEQg8AADACoQcAABiB0AMAAIxA6AEAAEYg9AAAACMQegAAgBEIPQAAwAiEHgAAYARCDwAAMAKhBwAAGIHQAwAAjOBq6KmsrNTkyZOVnp6ujIwM5eXlnXKbf/zjH0pNTdXGjRsboUIAAHC6iHTzzWfPnq3CwkItWLBAe/bs0cSJE9WmTRtlZmaedJucnBz5/f5GrBIAAJwOXAs9fr9fixcv1gsvvKDk5GQlJyerpKREixYtOmno+etf/6rDhw83cqUAAOB04NrpraKiIlVXVys1NTU4lpaWpoKCAgUCgRrrl5eX6/HHH9cjjzzSmGUCAIDThGtHenw+nxISEhQVFRUca9mypSorK3XgwAG1aNEiZP3HHntMN954oy6++OJ6va/HU6/NTzqf0/Pi9OLk/sE+Zw99s4/e2UPf7Guo3rkWeioqKkICj6TgclVVVcj4hg0blJ+fr7/97W/1ft/ExDPrPUdjzovwl5DQvEHmZZ+zh77ZR+/soW/2Od0710JPdHR0jXBzfDkmJiY4duTIEU2ZMkVTp04NGbdr//5vZVn1nibI4zn2l+L0vA0pIsLbYB/EqKm8/LCOHq15ytaucNznmgL6Zh+9s4e+2ffD3knOhR/XQk9SUpLKy8tVXV2tyMhjZfh8PsXExCg+Pj643tatW1VWVqbx48eHbH/vvfdq8ODBdb7Gx7LUIDtfQ82L0wP7XNNB3+yjd/bQN/uc7ptroadz586KjIzUli1blJ6eLknKz89Xt27d5PX++/rq7t276+233w7Ztn///poxY4Yuv/zyRq0ZAACEL9dCT2xsrAYPHqycnBw9+uij2rt3r/Ly8jRr1ixJx476nHnmmYqJiVG7du1qbJ+UlKTExMTGLhsAAIQpV+/InJ2dreTkZI0cOVLTpk3TuHHj1L9/f0lSRkaGVq5c6WZ5AADgNOLqHZljY2OVm5ur3NzcGq8VFxefdLufeg0AAOBEeOAoAAAwAqEHAAAYgdADAACMQOgBAABGIPQAAAAjEHoAAIARCD0AAMAIhB4AAGAEQg8AADACoQcAABiB0AMAAIxA6AEAAEYg9AAAACMQegAAgBEIPQAAwAiEHgAAYARCDwAAMAKhBwAAGIHQAwAAjEDoAQAARiD0AAAAIxB6AACAEQg9AADACIQeAABgBEIPAAAwAqEHAAAYgdADAACMQOgBAABGIPQAAAAjEHoAAIARCD0AAMAIhB4AAGAEQg8AADACoQcAABiB0AMAAIxA6AEAAEYg9AAAACMQegAAgBEIPQAAwAiRbhcAnO4iIhrm/xYNNa8kBQKWAgGrweYHADcQeoAG0iouWkcDluLjYxtk/oSE5g0yryRVHw3omwN+gg+A0wqhB2gg8bGRivB6dP9rn6p07yG3y6m19q3j9PSwVHm9HkIPgNMKoQdoYKV7D2nbnoNulwEAxuNCZgAAYARCDwAAMAKhBwAAGIHQAwAAjEDoAQAARiD0AAAAI7gaeiorKzV58mSlp6crIyNDeXl5J133/fff16BBg5SamqqsrCy9++67jVgpAAAId66GntmzZ6uwsFALFizQ1KlTNXfuXK1evbrGekVFRRo7dqxuuukmLVu2TMOGDdP999+voqIiF6oGAADhyLWbE/r9fi1evFgvvPCCkpOTlZycrJKSEi1atEiZmZkh6/7tb3/TpZdeqhEjRkiS2rVrp3Xr1mnVqlXq1KmTG+UDAIAw41roKSoqUnV1tVJTU4NjaWlpev755xUIBOT1/vsg1I033qjvvvuuxhzffvtto9QKAADCn2uhx+fzKSEhQVFRUcGxli1bqrKyUgcOHFCLFi2C4xdddFHItiUlJfroo480bNiwOr+vx2O/5p+az+l5gabgdNqv+bdqH72zh77Z11C9cy30VFRUhAQeScHlqqqqk273r3/9S+PGjVPPnj117bXX1vl9ExPPrPM2bs4LuKUhn+LuJv6t2kfv7KFv9jndO9dCT3R0dI1wc3w5JibmhNvs27dPd955pyzL0h/+8IeQU2C1tX//t7IcfHC0x3PsL8XpeRtSRIT3tP1Ag3PKyw/r6NGA22U4Jhz/rTYV9M4e+mbfD3snORd+XAs9SUlJKi8vV3V1tSIjj5Xh8/kUExOj+Pj4Gut//fXXwQuZX3rppZDTX3VhWWqQna+h5gXcdDru0/xbtY/e2UPf7HO6b659Zb1z586KjIzUli1bgmP5+fnq1q1bjSM4fr9f99xzj7xerxYuXKikpKRGrhYAAIQ710JPbGysBg8erJycHG3dulVr165VXl5e8GiOz+fTkSNHJEnz5s3T7t27lZubG3zN5/Px7S0AAFBrrp3ekqTs7Gzl5ORo5MiRiouL07hx49S/f39JUkZGhmbNmqUhQ4ZozZo1OnLkiIYOHRqy/Y033qjHHnvMjdIBAECYcTX0xMbGKjc3N3gE54eKi4uDvz/RXZoBAADqggeOAgAAIxB6AACAEQg9AADACIQeAABgBEIPAAAwAqEHAAAYgdADAACMQOgBAABGIPQAAAAjEHoAAIARCD0AAMAIhB4AAGAEQg8AADACoQcAABiB0AMAAIxA6AEAAEYg9AAAACMQegAAgBEIPQAAwAiEHgAAYARCDwAAMAKhBwAAGIHQAwAAjEDoAQAARiD0AAAAIxB6AACAEQg9AADACIQeAABgBEIPAAAwQqTbBQBomiIiwuv/RIGApUDAcrsMAE0YoQdAiFZx0ToasBQfH+t2KXVSfTSgbw74CT4ATorQAyBEfGykIrwe3f/apyrde8jtcmqlfes4PT0sVV6vh9AD4KQIPQBOqHTvIW3bc9DtMgDAMeF10h4AAMAmQg8AADACp7ccEk7fdAmnWgEAcAqhp568Xo+OBiwlJDR3uxQAAPATCD315PF4wu6bLld3bKXfXtfJ7TIAAGhUhB6HhNM3XS5qxVEpAIB5uLgDAAAYgdADAACMQOgBAABGIPQAAAAjEHoAAIARCD0AAMAIhB4AAGAEQg8AADACNycEcNqozXPlmtKz5wIBS4GA5XYZgDEIPQDCXqu4aB0NWIqPjz3luk3pOXnVRwP65oCf4AM0EkIPgLAXHxsZds/Aa986Tk8PS5XX6yH0AI3E1dBTWVmpadOm6e2331ZMTIzuuusu3XXXXSdcd/v27Zo6dar+/ve/q3379po2bZq6du3ayBUDaMrC6Rl4ABqfq6Fn9uzZKiws1IIFC7Rnzx5NnDhRbdq0UWZmZsh6fr9fo0aNUlZWlh577DG9+uqrGj16tN555x2dccYZLlUPAPXXlK4xOpWICC/XISGsuRZ6/H6/Fi9erBdeeEHJyclKTk5WSUmJFi1aVCP0rFy5UtHR0XrwwQfl8Xj00EMP6b//+7+1evVqDRkyxKU/AQDYV5frkJqKhITmXIeEsOZa6CkqKlJ1dbVSU1ODY2lpaXr++ecVCATk9f77fz8FBQVKS0uTx+ORJHk8HvXs2VNbtmwh9AAIS+F8HVKzZhE6ejTgdjm1xtEpHOda6PH5fEpISFBUVFRwrGXLlqqsrNSBAwfUokWLkHXbt28fsn1iYqJKSkrq/L5er2Q5uO9/n8OU3CZesVERzk3cgC5qFSeJmhtaONYshWfd4VxzdKQ3bGr+eXz4HZ2Sjn1L7vChI40efI5/PkRGeuv8uWNZ/94+XFiWJcuhD9jjf3avw2d/XQs9FRUVIYFHUnC5qqqqVuv+eL3aaNHizDpvUxuzf5nSIPM2JGpuHOFYsxSedVMzTiQywquf/cy96z/POqvp3CYh3Dj9me3aFXTR0dE1Qsvx5ZiYmFqt++P1AAAATsa10JOUlKTy8nJVV1cHx3w+n2JiYhQfH19j3X379oWM7du3T61bt26UWgEAQPhzLfR07txZkZGR2rJlS3AsPz9f3bp1C7mIWZJSUlL06aefBs8VWpalzZs3KyWFw8IAAKB2XAs9sbGxGjx4sHJycrR161atXbtWeXl5GjFihKRjR32OHDkiScrMzNTBgwc1c+ZMlZaWaubMmaqoqNCAAQPcKh8AAIQZj+XUpdY2VFRUKCcnR2+//bbi4uJ0991364477pAkdezYUbNmzQp+JX3r1q2aOnWqPv/8c3Xs2FHTpk1Tly5d3CodAACEGVdDDwAAQGMJn/ufAwAA1AOhBwAAGIHQAwAAjEDoqYfKykpNnjxZ6enpysjIUF5entslNUlff/21xo8fr169eumKK67QrFmzVFlZKUkqKyvTHXfcoR49euj666/X//zP/7hcbdM0atQoTZo0Kbi8fft2DR06VCkpKbrppptUWFjoYnVNT1VVlaZNm6ZLLrlEl112mebMmRO85QW9+2lfffWVRo8erZ49e6pv377685//HHyN3tVUVVWlgQMHauPGjcGxU/1c27BhgwYOHKiUlBSNGDFCZWVljV12k3Ci3m3ZskXDhg1TamqqrrvuOi1evDhkm/r2jtBTD7Nnz1ZhYaEWLFigqVOnau7cuVq9erXbZTUplmVp/Pjxqqio0KJFi/Tkk0/qvffe01NPPSXLsvTrX/9aLVu21JtvvqlBgwZp7Nix2rNnj9tlNykrVqzQBx98EFz2+/0aNWqU0tPTtWTJEqWmpmr06NHy+/0uVtm0zJgxQxs2bNCf/vQn/f73v9df/vIXvf766/SuFh544AGdccYZWrJkiSZPnqynnnpK77zzDr07gcrKSk2YMCHkOZCn+rm2Z88e/frXv9aQIUP0xhtvqEWLFhozZoxjz6wKFyfqnc/n07333qtevXpp6dKlGj9+vKZPn673339fkkO9s2DL4cOHrW7dulkff/xxcOzZZ5+1brvtNheranpKS0utDh06WD6fLzi2fPlyKyMjw9qwYYPVo0cP6/Dhw8HXRo4caf3hD39wo9Qmqby83Lryyiutm266yZo4caJlWZa1ePFiq2/fvlYgELAsy7ICgYDVr18/680333Sz1CajvLzc6tKli7Vx48bg2Lx586xJkybRu1M4cOCA1aFDB6u4uDg4NnbsWGvatGn07kdKSkqs//iP/7CysrKsDh06BD8LTvVz7amnngr5nPD7/VZqamrIZ8np7mS9e+WVV6zMzMyQdR9++GFrwoQJlmU50zuO9NhUVFSk6upqpaamBsfS0tJUUFCgQCDgYmVNS6tWrfTHP/5RLVu2DBk/dOiQCgoK1KVLF51xxr8fBJiWlhZyl27T5ebmatCgQWrfvn1wrKCgQGlpafJ8/xhij8ejnj170rfv5efnKy4uTr169QqOjRo1SrNmzaJ3pxATE6PY2FgtWbJE3333nXbs2KHNmzerc+fO9O5HNm3apN69e+v1118PGT/Vz7WCggKlp6cHX4uNjVVycrJRfTxZ745f/vBjhw4dkuRM7wg9Nvl8PiUkJIQ8/b1ly5aqrKzUgQMH3CusiYmPj9cVV1wRXA4EAlq4cKEuvfRS+Xy+Gs9PS0xM1D//+c/GLrNJ+uijj/TJJ59ozJgxIeP07aeVlZWpbdu2WrZsmTIzM3Xttdfq2WefVSAQoHenEB0drSlTpuj1119XSkqKBgwYoCuvvFJDhw6ldz8yfPhwTZ48WbGxsSHjp+oTfTx578455xz16NEjuLx//36tWLFCffr0keRM7yLtl222ioqKkMAjKbj84yfC498ef/xxbd++XW+88Yb+/Oc/n7CH9O/Y+e6pU6dqypQpiomJCXntZPsefTvG7/dr165deu211zRr1iz5fD5NmTJFsbGx9K4WPv/8c11zzTW68847VVJSounTp6tPnz70rpZO1Sf6WDtHjhzRuHHj1LJlS/3qV7+S5EzvCD02RUdH12j08eUff0jhmMcff1wLFizQk08+qQ4dOig6OrrGUbGqqir6J2nu3Lnq2rVryFGy406279G3YyIjI3Xo0CH9/ve/V9u2bSUduwDy1VdfVbt27ejdT/joo4/0xhtv6IMPPlBMTIy6deumr7/+Ws8995zOPfdcelcLp/q5drJ/v/Hx8Y1VYpN3+PBhjRkzRjt37tQrr7wSPCLkRO84vWVTUlKSysvLVV1dHRzz+XyKiYlh5z2B6dOn68UXX9Tjjz+u6667TtKxHu7bty9kvX379tU4fGmiFStWaO3atUpNTVVqaqqWL1+u5cuXKzU1lb6dQqtWrRQdHR0MPJJ0wQUX6KuvvqJ3p1BYWKh27dqFBJkuXbpoz5499K6WTtWnk73eqlWrRquxKTt06JDuvvtulZSUaMGCBTr//PODrznRO0KPTZ07d1ZkZGTIBVT5+fnq1q2bvF7a+kNz587Va6+9pjlz5uiGG24IjqekpGjbtm06cuRIcCw/P18pKSlulNmkvPzyy1q+fLmWLVumZcuWqW/fvurbt6+WLVumlJQUffrpp8GvaVqWpc2bN9O376WkpKiyslJffPFFcGzHjh1q27YtvTuF1q1ba9euXSH/m96xY4fOOecceldLp/q5lpKSovz8/OBrFRUV2r59O33UsWs+x44dq3/84x96+eWXdfHFF4e87kTv+HS2KTY2VoMHD1ZOTo62bt2qtWvXKi8vTyNGjHC7tCbl888/13/913/p3nvvVVpamnw+X/BXr169dPbZZys7O1slJSWaP3++tm7dql/+8pdul+26tm3bql27dsFfzZs3V/PmzdWuXTtlZmbq4MGDmjlzpkpLSzVz5kxVVFRowIABbpfdJFx44YW6+uqrlZ2draKiIn344YeaP3++brnlFnp3Cn379lWzZs30u9/9Tl988YXWrVun559/Xrfffju9q6VT/Vy76aabtHnzZs2fP18lJSXKzs7WOeeco969e7tcufveeOMNbdy4UTNmzFB8fHzws+L46UJHelevL9sbzu/3Ww8++KDVo0cPKyMjw3rxxRfdLqnJmTdvntWhQ4cT/rIsy9q5c6d16623Wl27drVuuOEGa/369S5X3DRNnDgxeJ8ey7KsgoICa/DgwVa3bt2sX/7yl9a2bdtcrK7pOXjwoPXb3/7W6tGjh9WnTx/rmWeeCd5fht79tJKSEuuOO+6wevbsaf3iF7+wXnzxRXp3Cj+814xlnfrn2vvvv2/179/f6t69uzVy5Ehr9+7djV1yk/HD3t11110n/Kz44b156ts7j2UZdhtIAABgJE5vAQAAIxB6AACAEQg9AADACIQeAABgBEIPAAAwAqEHAAAYgdADAACMQOgBAABGIPQAAAAjEHoAAIARCD0AAMAIhB4AAGCE/wedsYFy0lvMmwAAAABJRU5ErkJggg==\n" - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "outputs": [], "source": [ "affiliations[\"levehnstein\"].plot(kind=\"hist\")" ], @@ -1545,25 +911,8 @@ }, { "cell_type": "code", - "execution_count": 74, - "outputs": [ - { - "data": { - "text/plain": "" - }, - "execution_count": 74, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": "
", - "image/png": 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- }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "outputs": [], "source": [ "affiliations[\"token_overlap\"].plot(kind=\"hist\")" ], @@ -1573,18 +922,8 @@ }, { "cell_type": "code", - "execution_count": 29, - "outputs": [ - { - "data": { - "text/plain": " UT (Unique WOS ID) \n136998 WOS:000321029900001 \\\n136999 WOS:000321029900001 \n137000 WOS:000321029900001 \n137001 WOS:000321029900001 \n137002 WOS:000321029900001 \n... ... \n2426115 WOS:000934156000001 \n2426116 WOS:000934156000001 \n2426117 WOS:000934156000001 \n2426118 WOS:000934156000001 \n2426119 WOS:000934156000001 \n\n Affiliations \n136998 AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH (A*STAR) \\\n136999 AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH (A*STAR) \n137000 AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH (A*STAR) \n137001 AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH (A*STAR) \n137002 A*STAR - BIOINFORMATICS INSTITUTE (BII) \n... ... \n2426115 A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI... 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137000WOS:000321029900001AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH (A*STAR)AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH A*STARChinese Acad Sci, NLPR, Inst Automat, Beijing...ChinaBeijingChinaCHINESE ACAD SCI40
137001WOS:000321029900001AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH (A*STAR)AGENCY FOR SCIENCE TECHNOLOGY & RESEARCH A*STARNatl Univ Singapore, Bioinformat Inst, A STAR...SingaporeSingaporeOtherNATL UNIV SINGAPORE41
137002WOS:000321029900001A*STAR - BIOINFORMATICS INSTITUTE (BII)A*STAR - BIOINFORMATICS INSTITUTE BIIUniv Oulu, Ctr Machine Vis Res, SF-90100 Oulu...FinlandOuluEUUNIV OULU35
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2426115WOS:000934156000001A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...Chinese Acad Sci, Ningbo Inst Mat Technol & E...ChinaBeijingChinaCHINESE ACAD SCI47
2426116WOS:000934156000001A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...Univ N Carolina, Dept Radiol, Chapel Hill, NC...United StatesCarolinaOtherUNIV N CAROLINA47
2426117WOS:000934156000001A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...Univ Cambridge, DAMTP, Cambridge CB2 1TN, Eng...United KingdomCambridgeOtherUNIV CAMBRIDGE48
2426118WOS:000934156000001A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...Univ Leeds, Computat Med & Royal Acad, Leeds ...United KingdomLeedsOtherUNIV LEEDS50
2426119WOS:000934156000001A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...A*STAR - INSTITUTE OF HIGH PERFORMANCE COMPUTI...Katholieke Univ Leuven, B-3000 Leuven, BelgiumBelgiumLeuvenEUKATHOLIEKE UNIV LEUVEN45
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UT (Unique WOS ID)AffiliationsAffiliations_mergedAddressCountryCityCountry_TypeInstitutionlevehnstein
2430154WOS:000947693400001UNIVERSITAT POLITECNICA DE VALENCIAUNIVERSITAT POLITECNICA DE VALENCIAUniv Politecn Valencia, European Inst Innovat...SpainValenciaEUUNIV POLITECN VALENCIA13
2430132WOS:000947693400001SHANGHAITECH UNIVERSITYSHANGHAITECH UNIVERSITYShanghaiTech Univ, Shanghai Inst Adv Immunoch...ChinaShanghaiChinaSHANGHAITECH UNIV6
2430139WOS:000947693400001SHANGHAI OCEAN UNIVERSITYSHANGHAI UNIVERSITYShanghai Ocean Univ, Coll Fisheries & Life Sc...ChinaShanghaiChinaSHANGHAI OCEAN UNIV6
2430146WOS:000947693400001SHANGHAI JIAO TONG UNIVERSITYSHANGHAI UNIVERSITYShanghai Jiao Tong Univ, Ruijin Hosp, Sch Med...ChinaMedaChinaSHANGHAI JIAO TONG UNIV6
2430125WOS:000947693400001HUZHOU UNIVERSITYHUZHOU UNIVERSITYHuzhou Univ, Sch Informat Engn, Huzhou 313000...ChinaHuzhouChinaHUZHOU UNIV6
2430113WOS:000946746700001SUZHOU UNIVERSITY OF SCIENCE & TECHNOLOGYSUZHOU UNIVERSITY OF SCIENCE & TECHNOLOGYSuzhou Univ Sci & Technol, Sch Elect & Inform...ChinaSuzhouChinaSUZHOU UNIV SCI & TECHNOL16
2430118WOS:000946746700001POLYTECHNIC UNIVERSITY OF MILANUNIVERSITY OF MILANPolitecn Milan, Dept Mech Engn, Milan, Italy;ItalyMilanoEUPOLITECN MILAN18
2430123WOS:000946746700001HONG KONG POLYTECHNIC UNIVERSITYHONG KONG POLYTECHNIC UNIVERSITYHong Kong Polytech Univ, Dept Comp, Hong Kong...ChinaHong KongChinaHONG KONG POLYTECH UNIV9
2430111WOS:000945297300001UNIVERSITY OF PANNONIAUNIVERSITY OF PANNONIAUniv Pannonia, Dept Elect Engn & Informat Sys...HungaryVeszprémEUUNIV PANNONIA9
2430107WOS:000945297300001SHENYANG UNIVERSITY OF TECHNOLOGYSHENYANG UNIVERSITYShenyang Univ Technol, Sch Elect Engn, Dept B...ChinaShenyangChinaSHENYANG UNIV TECHNOL12
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Spain \\\n", - "2430132 ShanghaiTech Univ, Shanghai Inst Adv Immunoch... China \n", - "2430139 Shanghai Ocean Univ, Coll Fisheries & Life Sc... China \n", - "2430146 Shanghai Jiao Tong Univ, Ruijin Hosp, Sch Med... China \n", - "2430125 Huzhou Univ, Sch Informat Engn, Huzhou 313000... China \n", - "2430113 Suzhou Univ Sci & Technol, Sch Elect & Inform... China \n", - "2430118 Politecn Milan, Dept Mech Engn, Milan, Italy; Italy \n", - "2430123 Hong Kong Polytech Univ, Dept Comp, Hong Kong... China \n", - "2430111 Univ Pannonia, Dept Elect Engn & Informat Sys... Hungary \n", - "2430107 Shenyang Univ Technol, Sch Elect Engn, Dept B... China \n", - "\n", - " City Country_Type Institution levehnstein \n", - "2430154 Valencia EU UNIV POLITECN VALENCIA 13 \n", - "2430132 Shanghai China SHANGHAITECH UNIV 6 \n", - "2430139 Shanghai China SHANGHAI OCEAN UNIV 6 \n", - "2430146 Meda China SHANGHAI JIAO TONG UNIV 6 \n", - "2430125 Huzhou China HUZHOU UNIV 6 \n", - "2430113 Suzhou China SUZHOU UNIV SCI & TECHNOL 16 \n", - "2430118 Milano EU POLITECN MILAN 18 \n", - "2430123 Hong Kong China HONG KONG POLYTECH UNIV 9 \n", - "2430111 Veszprém EU UNIV PANNONIA 9 \n", - "2430107 Shenyang China SHENYANG UNIV TECHNOL 12 " - ] - }, - "execution_count": 133, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "affiliations = affiliations.sort_values(by=[record_col,\"Affiliations\",\"levehnstein\"], ascending=[False,False,True])\n", "affiliations_merge = affiliations.drop_duplicates(subset=[record_col,\"Affiliations\"])\n", @@ -1817,32 +944,9 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "WoS Categories\n", - " Engineering, Electrical & Electronic 1703\n", - "Computer Science, Artificial Intelligence 1366\n", - "Computer Science, Information Systems 973\n", - " Telecommunications 834\n", - " Imaging Science & Photographic Technology 762\n", - " ... \n", - " Crystallography 1\n", - "Mining & Mineral Processing 1\n", - " Art 1\n", - "Archaeology 1\n", - "Physics, Mathematical 1\n", - "Name: count, Length: 379, dtype: int64" - ] - }, - "execution_count": 91, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "wos_cat = wos.groupby(record_col)[\"WoS Categories\"].apply(lambda x: x.str.split(';')).explode().reset_index().drop(columns=\"level_1\")\n", "wos_cat[\"WoS Categories\"].value_counts()" @@ -1850,32 +954,9 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Research Areas\n", - "Engineering 3740\n", - "Computer Science 3466\n", - "Telecommunications 888\n", - "Imaging Science & Photographic Technology 779\n", - "Remote Sensing 716\n", - " ... \n", - "Otorhinolaryngology 1\n", - "Medical Ethics 1\n", - "Anesthesiology 1\n", - "Biomedical Social Sciences 1\n", - "History & Philosophy of Science 1\n", - "Name: count, Length: 141, dtype: int64" - ] - }, - "execution_count": 92, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "wos_areas = wos.groupby(record_col)[\"Research Areas\"].apply(lambda x: x.str.split(';')).explode().reset_index().drop(columns=\"level_1\")\n", "wos_areas[\"Research Areas\"] = wos_areas[\"Research Areas\"].str.strip()\n", @@ -1884,59 +965,25 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Research Areas\n", - "Engineering 3740\n", - "Computer Science 3466\n", - "Telecommunications 888\n", - "Imaging Science & Photographic Technology 779\n", - "Remote Sensing 716\n", - " ... \n", - "Otorhinolaryngology 1\n", - "Medical Ethics 1\n", - "Anesthesiology 1\n", - "Biomedical Social Sciences 1\n", - "History & Philosophy of Science 1\n", - "Name: count, Length: 141, dtype: int64" - ] - }, - "execution_count": 93, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "wos_areas[\"Research Areas\"].value_counts()" ] }, { "cell_type": "code", - "execution_count": 94, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['Domain_English', 'Field_English', 'SubField_English']" - ] - }, - "execution_count": 94, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "[c for c in wos.columns if \"_English\" in c]" ] }, { "cell_type": "code", - "execution_count": 95, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1947,7 +994,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1960,502 +1007,25 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Publication TypeAuthorsBook AuthorsBook EditorsBook Group AuthorsAuthor Full NamesBook Author Full NamesGroup AuthorsArticle TitleSource Title...Web of Science Recordissn_varissnDomain_EnglishField_EnglishSubField_English2.00 SEQSource_titlesrcidissn_type
0JSalucci, M; Arrebola, M; Shan, T; Li, MKNaNNaNNaNSalucci, Marco; Arrebola, Manuel; Shan, Tao; L...NaNNaNArtificial Intelligence: New Frontiers in Real...IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION...0issn0018926xApplied SciencesInformation & Communication TechnologiesNetworking & Telecommunications37IEEE Transactions on Antennas and Propagation1.733700e+04issn1
9714JHuang, Y; Fu, ZT; Franzke, CLENaNNaNNaNHuang, Yu; Fu, Zuntao; Franzke, Christian L. E.NaNNaNDetecting causality from time series in a mach...CHAOS...0issn10541500Natural SciencesPhysics & AstronomyFluids & Plasmas170Chaos2.743000e+04issn2
9697JFeng, DC; Cetiner, B; Kakavand, MRA; Taciroglu, ENaNNaNNaNFeng, De-Cheng; Cetiner, Barbaros; Kakavand, M...NaNNaNData-Driven Approach to Predict the Plastic Hi...JOURNAL OF STRUCTURAL ENGINEERING...0issn07339445Applied SciencesEngineeringCivil Engineering23Journal of Structural Engineering (United States)1.630500e+04issn1
9699JZhao, YL; Dong, S; Jiang, FY; Soares, CGNaNNaNNaNZhao, Yuliang; Dong, Sheng; Jiang, Fengyuan; G...NaNNaNSystem Reliability Analysis of an Offshore Jac...JOURNAL OF OCEAN UNIVERSITY OF CHINA...0issn16725182Applied SciencesAgriculture, Fisheries & ForestryFisheries3Journal of Ocean University of China6.100153e+09issn2
9701JLi, XH; Yang, DK; Yang, JS; Zheng, G; Han, GQ;...NaNNaNNaNLi, Xiaohui; Yang, Dongkai; Yang, Jingsong; Zh...NaNNaNAnalysis of coastal wind speed retrieval from ...REMOTE SENSING OF ENVIRONMENT...0issn00344257Applied SciencesEngineeringGeological & Geomatics Engineering26Remote Sensing of Environment1.250300e+04issn1
..................................................................
3066JHe, Q; Zha, C; Song, W; Hao, ZZ; Du, YL; Liott...NaNNaNNaNHe, Qi; Zha, Cheng; Song, Wei; Hao, Zengzhou; ...NaNNaNImproved Particle Swarm Optimization for Sea S...ENERGIES...0eissn19961073Applied SciencesEnabling & Strategic TechnologiesEnergy14Energies6.293200e+04issn1
5097JHasan, MM; Popp, J; Olah, JNaNNaNNaNHasan, Md Morshadul; Popp, Jozsef; Olah, JuditNaNNaNCurrent landscape and influence of big data on...JOURNAL OF BIG DATA...0eissn21961115Applied SciencesInformation & Communication TechnologiesArtificial Intelligence & Image Processing31Journal of Big Data2.110079e+10issn1
11369JLi, Y; Cheng, G; Pang, YS; Kuai, MNaNNaNNaNLi, Yong; Cheng, Gang; Pang, Yusong; Kuai, MoshenNaNNaNPlanetary Gear Fault Diagnosis via Feature Ima...SENSORS...0eissn14248220Natural SciencesChemistryAnalytical Chemistry149Sensors (Switzerland)1.301240e+05issn1
11368JZeng, R; Rossiter, DG; Zhang, JP; Cai, K; Gao,...NaNNaNNaNZeng, Rong; Rossiter, David G.; Zhang, Jiapeng...NaNNaNHow Well Can Reflectance Spectroscopy Allocate...AGRONOMY-BASEL...0eissn20734395Natural SciencesBiologyPlant Biology & Botany147Agronomy2.110045e+10issn1
11362JJia, Y; Jin, SG; Savi, P; Gao, Y; Tang, J; Che...NaNNaNNaNJia, Yan; Jin, Shuanggen; Savi, Patrizia; Gao,...NaNNaNGNSS-R Soil Moisture Retrieval Based on a XGbo...REMOTE SENSING...0eissn20724292Applied SciencesEngineeringGeological & Geomatics Engineering26Remote Sensing8.643000e+04issn1
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" - ], - "text/plain": [ - " Publication Type Authors \n", - "0 J Salucci, M; Arrebola, M; Shan, T; Li, MK \\\n", - "9714 J Huang, Y; Fu, ZT; Franzke, CLE \n", - "9697 J Feng, DC; Cetiner, B; Kakavand, MRA; Taciroglu, E \n", - "9699 J Zhao, YL; Dong, S; Jiang, FY; Soares, CG \n", - "9701 J Li, XH; Yang, DK; Yang, JS; Zheng, G; Han, GQ;... \n", - "... ... ... \n", - "3066 J He, Q; Zha, C; Song, W; Hao, ZZ; Du, YL; Liott... \n", - "5097 J Hasan, MM; Popp, J; Olah, J \n", - "11369 J Li, Y; Cheng, G; Pang, YS; Kuai, M \n", - "11368 J Zeng, R; Rossiter, DG; Zhang, JP; Cai, K; Gao,... \n", - "11362 J Jia, Y; Jin, SG; Savi, P; Gao, Y; Tang, J; Che... \n", - "\n", - " Book Authors Book Editors Book Group Authors \n", - "0 NaN NaN NaN \\\n", - "9714 NaN NaN NaN \n", - "9697 NaN NaN NaN \n", - "9699 NaN NaN NaN \n", - "9701 NaN NaN NaN \n", - "... ... ... ... \n", - "3066 NaN NaN NaN \n", - "5097 NaN NaN NaN \n", - "11369 NaN NaN NaN \n", - "11368 NaN NaN NaN \n", - "11362 NaN NaN NaN \n", - "\n", - " Author Full Names \n", - "0 Salucci, Marco; Arrebola, Manuel; Shan, Tao; L... \\\n", - "9714 Huang, Yu; Fu, Zuntao; Franzke, Christian L. E. \n", - "9697 Feng, De-Cheng; Cetiner, Barbaros; Kakavand, M... \n", - "9699 Zhao, Yuliang; Dong, Sheng; Jiang, Fengyuan; G... \n", - "9701 Li, Xiaohui; Yang, Dongkai; Yang, Jingsong; Zh... \n", - "... ... \n", - "3066 He, Qi; Zha, Cheng; Song, Wei; Hao, Zengzhou; ... \n", - "5097 Hasan, Md Morshadul; Popp, Jozsef; Olah, Judit \n", - "11369 Li, Yong; Cheng, Gang; Pang, Yusong; Kuai, Moshen \n", - "11368 Zeng, Rong; Rossiter, David G.; Zhang, Jiapeng... \n", - "11362 Jia, Yan; Jin, Shuanggen; Savi, Patrizia; Gao,... \n", - "\n", - " Book Author Full Names Group Authors \n", - "0 NaN NaN \\\n", - "9714 NaN NaN \n", - "9697 NaN NaN \n", - "9699 NaN NaN \n", - "9701 NaN NaN \n", - "... ... ... \n", - "3066 NaN NaN \n", - "5097 NaN NaN \n", - "11369 NaN NaN \n", - "11368 NaN NaN \n", - "11362 NaN NaN \n", - "\n", - " Article Title \n", - "0 Artificial Intelligence: New Frontiers in Real... \\\n", - "9714 Detecting causality from time series in a mach... \n", - "9697 Data-Driven Approach to Predict the Plastic Hi... \n", - "9699 System Reliability Analysis of an Offshore Jac... \n", - "9701 Analysis of coastal wind speed retrieval from ... \n", - "... ... \n", - "3066 Improved Particle Swarm Optimization for Sea S... \n", - "5097 Current landscape and influence of big data on... \n", - "11369 Planetary Gear Fault Diagnosis via Feature Ima... \n", - "11368 How Well Can Reflectance Spectroscopy Allocate... \n", - "11362 GNSS-R Soil Moisture Retrieval Based on a XGbo... \n", - "\n", - " Source Title ... \n", - "0 IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION ... \\\n", - "9714 CHAOS ... \n", - "9697 JOURNAL OF STRUCTURAL ENGINEERING ... \n", - "9699 JOURNAL OF OCEAN UNIVERSITY OF CHINA ... \n", - "9701 REMOTE SENSING OF ENVIRONMENT ... \n", - "... ... ... \n", - "3066 ENERGIES ... \n", - "5097 JOURNAL OF BIG DATA ... \n", - "11369 SENSORS ... \n", - "11368 AGRONOMY-BASEL ... \n", - "11362 REMOTE SENSING ... \n", - "\n", - " Web of Science Record issn_var issn Domain_English \n", - "0 0 issn 0018926x Applied Sciences \\\n", - "9714 0 issn 10541500 Natural Sciences \n", - "9697 0 issn 07339445 Applied Sciences \n", - "9699 0 issn 16725182 Applied Sciences \n", - "9701 0 issn 00344257 Applied Sciences \n", - "... ... ... ... ... \n", - "3066 0 eissn 19961073 Applied Sciences \n", - "5097 0 eissn 21961115 Applied Sciences \n", - "11369 0 eissn 14248220 Natural Sciences \n", - "11368 0 eissn 20734395 Natural Sciences \n", - "11362 0 eissn 20724292 Applied Sciences \n", - "\n", - " Field_English \n", - "0 Information & Communication Technologies \\\n", - "9714 Physics & Astronomy \n", - "9697 Engineering \n", - "9699 Agriculture, Fisheries & Forestry \n", - "9701 Engineering \n", - "... ... \n", - "3066 Enabling & Strategic Technologies \n", - "5097 Information & Communication Technologies \n", - "11369 Chemistry \n", - "11368 Biology \n", - "11362 Engineering \n", - "\n", - " SubField_English 2.00 SEQ \n", - "0 Networking & Telecommunications 37 \\\n", - "9714 Fluids & Plasmas 170 \n", - "9697 Civil Engineering 23 \n", - "9699 Fisheries 3 \n", - "9701 Geological & Geomatics Engineering 26 \n", - "... ... ... \n", - "3066 Energy 14 \n", - "5097 Artificial Intelligence & Image Processing 31 \n", - "11369 Analytical Chemistry 149 \n", - "11368 Plant Biology & Botany 147 \n", - "11362 Geological & Geomatics Engineering 26 \n", - "\n", - " Source_title srcid \n", - "0 IEEE Transactions on Antennas and Propagation 1.733700e+04 \\\n", - "9714 Chaos 2.743000e+04 \n", - "9697 Journal of Structural Engineering (United States) 1.630500e+04 \n", - "9699 Journal of Ocean University of China 6.100153e+09 \n", - "9701 Remote Sensing of Environment 1.250300e+04 \n", - "... ... ... \n", - "3066 Energies 6.293200e+04 \n", - "5097 Journal of Big Data 2.110079e+10 \n", - "11369 Sensors (Switzerland) 1.301240e+05 \n", - "11368 Agronomy 2.110045e+10 \n", - "11362 Remote Sensing 8.643000e+04 \n", - "\n", - " issn_type \n", - "0 issn1 \n", - "9714 issn2 \n", - "9697 issn1 \n", - "9699 issn2 \n", - "9701 issn1 \n", - "... ... \n", - "3066 issn1 \n", - "5097 issn1 \n", - "11369 issn1 \n", - "11368 issn1 \n", - "11362 issn1 \n", - "\n", - "[8592 rows x 81 columns]" - ] - }, - "execution_count": 97, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "wos" ] }, { "cell_type": "code", - "execution_count": 98, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['Domain_English', 'Field_English', 'SubField_English']" - ] - }, - "execution_count": 98, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "metrix_levels" ] }, { "cell_type": "code", - "execution_count": 137, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2464,7 +1034,7 @@ }, { "cell_type": "code", - "execution_count": 134, + "execution_count": null, "outputs": [], "source": [ "os.makedirs(outdir, exist_ok=True)\n", @@ -2486,17 +1056,70 @@ }, { "cell_type": "code", - "execution_count": 138, + "execution_count": null, "outputs": [], "source": [ "kw_df.to_excel(f\"{outdir}/keywords.xlsx\", index=False)\n", "wos_nlp.to_excel(f\"{outdir}/wos_nlp.xlsx\", index=False)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [ + "# wos_nlp = wos[[record_col,\"Article Title\",\"Abstract\"]]\n", + "wos = wos.merge(wos_kwd_concat, on=record_col)\n", + "wos[\"Document\"] = wos[\"Article Title\"].str.cat(wos[[\"Abstract\", \"keyword_all\"]].fillna(\"\"), sep=' - ')\n", + "# wos_kwd_test[\"BERT_KWDS\"] = wos_kwd_test[\"Document\"].map(kwd_extract)\n", + "\n", + "vectors = list()\n", + "vector_norms = list()\n", + "\n", + "for doc in nlp.pipe(wos['Document'].astype('unicode').values, batch_size=100,\n", + " n_process=4):\n", + " vectors.append(doc.vector)\n", + " vector_norms.append(doc.vector_norm)\n", + "\n", + "wos['vector'] = vectors\n", + "wos['vector_norm'] = vector_norms\n", + "wos['vector_norm'].plot(kind=\"hist\")\n", + "from sklearn.manifold import TSNE\n", + "import matplotlib.pyplot as plt\n", + "% matplotlib inline\n", + "\n", + "vector_data = pd.DataFrame(wos[\"vector\"].to_list(), index=wos[record_col]).reset_index()\n", + "vector_data.head()\n", + "\n", + "labels = vector_data.values[:, 0]\n", + "record_vectors = vector_data.values[:, 1:]\n", + "\n", + "tsne_model = TSNE(perplexity=30, n_components=2, init='pca', n_iter=5000, random_state=42, metric='cosine')\n", + "tnse_2d = tsne_model.fit_transform(record_vectors)\n", + "tnse_data = pd.DataFrame(tnse_2d, index=labels).reset_index()\n", + "tnse_data.columns = [record_col, \"TNSE-X\", \"TNSE-Y\"]\n", + "tnse_data.head()\n", + "import seaborn as sns\n", + "\n", + "wos_plot = wos.merge(tnse_data, on=record_col)\n", + "\n", + "g = sns.scatterplot(wos_plot[wos_plot[\"Domain_English\"] != 'article-level classification'], x=\"TNSE-X\", y=\"TNSE-Y\",\n", + " hue='Domain_English', s=1)\n", + "g.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)\n", + "wos_plot.head()\n", + "wos_nlp = wos_plot[[record_col, \"Document\", \"keyword_all\", \"TNSE-X\", \"TNSE-Y\"]]\n", + "g = sns.kdeplot(\n", + " data=wos_plot[wos_plot[\"Domain_English\"] != 'article-level classification'],\n", + " x=\"TNSE-X\", y=\"TNSE-Y\", hue='Domain_English',\n", + " thresh=.1,\n", + ")\n", + "wos.columns" + ], + "metadata": { + "collapsed": false } }, { @@ -2508,84 +1131,9 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Domain_EnglishUT (Unique WOS ID)
0Applied Sciences5379
5Natural Sciences1649
3Health Sciences1106
2Economic & Social Sciences289
4Miscellaneous156
1Arts & Humanities13
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" - ], - "text/plain": [ - " Domain_English UT (Unique WOS ID)\n", - "0 Applied Sciences 5379\n", - "5 Natural Sciences 1649\n", - "3 Health Sciences 1106\n", - "2 Economic & Social Sciences 289\n", - "4 Miscellaneous 156\n", - "1 Arts & Humanities 13" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "group = 'Domain_English'\n", "data = wos.groupby(group, as_index=False)[record_col].nunique().sort_values(ascending=False, by=record_col)\n", @@ -2594,37 +1142,16 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "sns.barplot(data, x=record_col, y=group)" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2635,7 +1162,7 @@ }, { "cell_type": "code", - "execution_count": 131, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2646,7 +1173,7 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2664,7 +1191,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2682,7 +1209,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2695,7 +1222,7 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2721,7 +1248,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2732,7 +1259,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -2770,4 +1297,4 @@ }, "nbformat": 4, "nbformat_minor": 1 -} \ No newline at end of file +}