279 lines
264 KiB (Stored with Git LFS)
Plaintext
Executable File
279 lines
264 KiB (Stored with Git LFS)
Plaintext
Executable File
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 66,
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"id": "22f7f80c",
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"\n",
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"df = pd.read_csv('scopus.csv')"
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]
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},
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{
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"cell_type": "markdown",
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"id": "6c23567d",
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"metadata": {},
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"source": [
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"# Which journals are publishing ASTM G32 stuff?"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 67,
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"id": "ad97d6c8",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"array(['Tribol Int', 'Mater.', 'Wear', 'J Mater Eng Perform', 'Metals',\n",
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" 'Rev Chim', 'Met. Mater. Int.', 'Adv. Sci. Technol. Res. J.',\n",
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" 'Acta Phys Pol A', 'J. Phys. Conf. Ser.', 'Crystals',\n",
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" 'IOP Conf. Ser. Mater. Sci. Eng.', 'Coatings', 'Phys. Procedia',\n",
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" 'Proc. Struc. Inte.', 'Metall. Ital.',\n",
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" 'METAL - Int. Conf. Metall. Mater., Conf. Proc.', 'Mater. Corros.',\n",
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" 'Mater. Perform. Charact.', 'IOP Conf. Ser. Earth Environ. Sci.',\n",
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" 'Int J Adv Manuf Technol', 'Surf. Rev. Lett.',\n",
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" 'J. Braz. Soc. Mech. Sci. Eng.',\n",
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" 'METAL - Anniv. Int. Conf. Met. Mater., Conf. Proc.',\n",
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" 'METAL - Anniv. Int. Conf. Metall. Mater., Conf. Proc.',\n",
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" 'Solid State Phenomena', 'Process.',\n",
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" 'Structural Integr. Vek Konstr.', 'UPB Sci Bull Ser B',\n",
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" 'Mater. Today Proc.', 'Mater. Res.', 'Acta Polytech. CTU Proc.',\n",
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" 'Frat. Integrita Strutr.', 'Key Eng Mat', 'Mater. Des.',\n",
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" 'Sci. Sinter.',\n",
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" 'Int. Conf. ThermoMechanical Process., TMP - Proc.',\n",
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" 'Surf. Coat. Technol.',\n",
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" 'Proc. Inst. Mech. Eng. Part L J. Mat. Des. Appl.',\n",
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" 'Compos Part B: Eng', 'J. Metals Mater. Minerals',\n",
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" 'Int. J. Mater. Res.', 'Phys. Fluids', 'Aust. J. Mech. Eng.',\n",
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" 'Corros. Sci. Technolog', 'Ultrason. Sonochem.',\n",
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" 'Bull. Pol. Acad. Sci. Tech. Sci.', 'J. Tribol.', nan,\n",
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" 'Weld. Int.', 'Nihon Kikai Gakkai Ronbunshu A',\n",
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" 'IMEKO World Congr. Meas. Res. Ind.', 'SAE Techni. Paper.',\n",
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" 'J. ASTM Int.', 'ASM Proc. Int. Conf. Trends Weld. Res.',\n",
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" 'METAL - Conf. Proc., Int. Conf. Metall. Mater.',\n",
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" 'Jpn. J. Appl. Phys.', 'Ceram Silikaty', 'Ships Offshore Struct.',\n",
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" 'Mater. Sci. Technol. Conf. Exhib., MS T ',\n",
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" 'Proc. - Int. Braz. Conf. Tribol.', 'Mechanika',\n",
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" 'Sci. Adv. Mater.', 'Metal. Int.',\n",
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" 'ABM Int. Congr., IFHTSE Congr. TMS/ABM Int. Mater. Congr.',\n",
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" 'World Tribol. Congr., WTC', 'Trans Nonferrous Met Soc China'],\n",
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" dtype=object)"
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]
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},
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"execution_count": 67,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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" df['Abbreviated Source Title'].unique()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 111,
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"id": "4111de02",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 300x1200 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import numpy as np\n",
|
|
"\n",
|
|
"fig, ax = plt.subplots(1, 1, figsize=(3,12) )\n",
|
|
"\n",
|
|
"#hist = df['Abbreviated Source Title'].hist(ax = ax)\n",
|
|
"#hist\n",
|
|
"\n",
|
|
"\n",
|
|
"# Get frequency of each string in the column\n",
|
|
"histogram_data = df['Abbreviated Source Title'].value_counts() #.sort_values(ascending=False)\n",
|
|
"\n",
|
|
"journals = histogram_data.index.to_numpy()\n",
|
|
"papers = histogram_data.to_numpy()\n",
|
|
"\n",
|
|
"ax.barh(np.arange(len(journals)), papers, align='center')\n",
|
|
"ax.set_yticks(np.arange(len(journals)), labels=journals)\n",
|
|
"ax.invert_yaxis() # labels read top-to-bottom\n",
|
|
"ax.set_xlabel('Number of papers')\n",
|
|
"ax.set_ylabel('Journal')\n",
|
|
"ax.grid()\n",
|
|
"#plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "0febdfdd",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Show me the papers published in Wear"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 115,
|
|
"id": "e53b39a9",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"Int64Index([15, 65, 72, 75, 81, 83, 93, 106, 120, 124, 144], dtype='int64')"
|
|
]
|
|
},
|
|
"execution_count": 115,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"df[ (df['Authors'].apply(\n",
|
|
" lambda x: str(unicodedata.normalize('NFD', x).encode('ascii', 'ignore'),'UTF-8')\n",
|
|
" )).str.contains(\"Micu\") ].index + 2"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"id": "c737214b",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Which authors are publishing?\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 98,
|
|
"id": "c0c5b9b8",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import itertools\n",
|
|
"\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import numpy as np\n",
|
|
"\n",
|
|
"import unicodedata\n",
|
|
"\n",
|
|
"authors_list = df['Authors'].to_numpy()\n",
|
|
"#authors_list\n",
|
|
"\n",
|
|
"flat_authors_list =list(\n",
|
|
" itertools.chain.from_iterable(\n",
|
|
" [authors.split(\"; \") for authors in authors_list]\n",
|
|
" )\n",
|
|
")\n",
|
|
"\n",
|
|
"\n",
|
|
"flat_authors_list = [unicodedata.normalize('NFD', text).encode('ascii', 'ignore')\n",
|
|
" for text in flat_authors_list]\n",
|
|
"\n",
|
|
"#print(unicodedata.normalize('NFD', text).encode('ascii', 'ignore'))\n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"histogram_data = pd.Series(flat_authors_list).value_counts(sort=True)\n",
|
|
"\n",
|
|
"histogram_data = histogram_data[histogram_data > 5]\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 101,
|
|
"id": "7676222e",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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5+WH16tUYNWoUGjVqZLB98RwStfr/b2Vq3rw5WrVqhT///BPjxo0rU8w9e/bEzp07YWdnpzOxHgDu3r2LCxcuYMOGDejTpw8A4OjRo2XaNxERERHRs/j0rSqWk5OD0NBQZGZmYtu2bYiOjsb06dPL1LdDhw64c+eOzuOB9WnWrBkaNGiAvXv34p9//kFubi4AIDw8HBEREfj4449x6dIlpKen44svvsCaNWtK3E9QUBDu3buHMWPGICUlBX/++Sf2798PPz8/qNVqNGrUCNbW1vjf//6HP/74AwcPHtS6raqs1q9fj/79+5e7HxERERHVLixKqpiPjw8KCgrg7OyMoKAgBAcHIzAwsMz9ra2t0aBBgzK1rVevHtatW4cNGzagZcuWGD58OADgvffew6ZNmxAbG4suXbqgX79+iI2N1TxC+FktW7bEb7/9BrVaDQ8PD3Tu3BnTp0+HpaUljIyMYGRkhO3bt+PUqVPo3Lkz/vvf/+Kjjz4q8zkVu3PnDh8jTERERESQCIZemkFUTSkUClhaWqLtjB1Q1TMz3IHqHJlUwCpnNWanSKv1feAkLuYJGVJTciRrhZfYIdRZSqUS8fHx8PT05JySZxR/XsvNzYWFhYXedhwpISIiIiIiUbEoISIiIiIiUfHpW1TjJc/rD2tra7HDoGqoeDj9fLgHh9NJL+YJGcIcIap6HCkhIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRcaI71XguEb/yPSVUoifvFgA6h++r1u8WqCi+k4CIiGoLjpQQEREREZGoWJQQEREREZGoWJQQEREREZGoWJSIwN3dHSEhIWKHoSUxMRESiQQPHjwQOxQiIiIiqmNYlFRT7u7uiI2N1SyfOXMGQ4YMQbNmzWBiYgI7OzuMGjUKd+7cES/IZxQXNo0aNcKjR4+0tqWkpEAikUAiKX2ysZ2dHRITE6swSiIiIiKqbliU1AC3bt3CgAED0KRJE+zbtw8XLlxATEwMWrRogfz8fLHD02Fubo5du3ZprYuJiUGbNm1EioiIiIiIqjMWJSJRqVSYOnUqrKysYG1tjbCwMAiCUGLbY8eOQaFQYNOmTejRowdeeuklvPHGG1i7dq3mg76vr69mJOLpr+JRhy1btsDJyQnm5uawsbHB2LFjcevWLb3x3b17F2PGjEHr1q1hamqKLl26YNu2bWU6t4kTJyImJkazXFBQgO3bt2PixIllvDpEREREVJewKBFJXFwc6tWrh+TkZKxbtw5RUVHYtGlTiW1tbGygUqmwa9cuvYXLxx9/jBs3bmi+pk+fjmbNmsHR0REA8PjxYyxduhRnz57F7t27cfXqVfj6+uqN79GjR3jllVfw008/4fz58wgMDMSECROQnJxs8NwmTJiAI0eOIDs7GwCwc+dO2NnZoWfPngb7EhEREVHdw5cnikQulyMqKgoSiQTt27dHeno6oqKiEBAQAABa8ypcXV3xwQcfYOzYsZg8eTKcnZ3xxhtvwMfHB82bNwcAWFpawtLSEgDw/fff4/PPP8eBAwdgY2MDAPDz89Ps7+WXX8a6devg7OyMf//9Fw0bNtSJr1WrVpg5c6ZmOTg4GHv37sW3334LFxeXUs+tWbNmGDx4MGJjY7Fw4ULExMRoHb80WVlZercVFhaisLBQs6xQKAAAMiMBUmnJxRrVbTIjQevP2kapVIodQq1QfB15PUkf5ggZwhzRr6zXhEWJSFxdXbUmfbu5uSEyMhJqtRpSqVSn/YcffojQ0FAcPHgQJ06cwOeff47ly5fj8OHD6NKli6bdmTNn4OPjg08++QSvvfaa1vrw8HCkpaXh3r17KCoqAgBkZ2ejY8eOOsdTq9VYsWIFduzYgevXr2sKAjOzsr053c/PD9OnT8f48eNx/PhxfPvttzhy5EiZr09JIiIisHjxYp31YT2KYGqqfq59U+221KlI7BCqRHx8vNgh1CoJCQlih0DVHHOEDGGO6Crr/GcWJTWItbU13n33Xbz77ruIiIhAjx49sHr1asTFxQEAbt68iWHDhsHf3x/+/v6afnl5eRg0aBAGDRqELVu2oGnTpsjOzoaHhwceP35c4rEiIyMRFRWFtWvXokuXLjAzM0NISIje9s/y9PTEpEmT4O/vj6FDh8La2vq5z3/evHkIDQ3VLCsUCsjlciw7YwSVsW4hRyQzErDUqQgLUo1QWFT6k99qovPhHmKHUCsolUokJCRg4MCBMDY2FjscqoaYI2QIc0S/4jtbDGFRIpITJ07oLDs4OJQ4SlKS+vXro23btsjLywPwZA7I8OHD4ejoiDVr1mi1vXjxIu7cuYMVK1ZALpcDAFJTU0vd/5EjRzB8+HCMHz8eAFBUVITLly+jQ4cOZYpPKpViwoQJWLVqFX755Zcy9TFEJpNBJpPprC8skkClrn0fOKnyFBZJUFgLc4S/+CqXsbExrymVijlChjBHdJX1enCiu0hycnIQGhqKzMxMbNu2DdHR0Zg+fXqJbX/66SeMHz8eP/30Ey5duoTMzEysXr0a8fHxGD58OABg0qRJyMnJwbp163D79m3cvHkTN2/exOPHj9GmTRvUr18f0dHR+PPPP7Fnzx4sXbq01Pjs7e2RkJCAY8eO4cKFC5g0aRJu3rxZrnNcunQpbt++DQ+Pkv839/r163B0dERKSkq59ktEREREtQtHSkTi4+ODgoICODs7QyqVIjg4GIGBgSW27dixI0xNTTFjxgzk5ORAJpPBwcEBmzZtwoQJEwAASUlJuHHjhs78kEOHDmlexPjBBx9g3bp16NmzJ1avXo1hw4bpjW/BggW4evUqPDw8YGpqisDAQHh7eyM3N7fM51i/fn00adJE73alUonMzMxq+a4VIiIiInpxJIK+Z8wSVXMKhQKWlpZoO2MHVPXKNgGf6haZVMAqZzVmp0hr5e1bWSu8xA6hVlAqlYiPj4enpydvu6ASMUfIEOaIfsWf13Jzc2FhYaG3HW/fIiIiIiIiUbEoISIiIiIiUbEoISIiIiIiUXGiO9V4yfP6V8p7UKj2Kb7H93y4B+/xJSIiqsY4UkJERERERKJiUUJERERERKJiUUJERERERKJiUUJERERERKLiRHeq8VwifuXLE6lET16eCHQO31etX57IlyASEVFdx5ESIiIiIiISFYsSIiIiIiISFYsSIiIiIiISlahFibu7O0JCQsQMoVwSExMhkUjw4MEDsUMhIiIiIqo1qv1Iibu7O2JjY7XWnTlzBu+++y6aN28OExMTtGvXDgEBAbh06VKVxtK7d2/cuHEDlpaWVXqc6uDx48dYtWoVunXrBlNTUzRp0gSvvvoqvvjiCyiVyhL7FBdtjRo1wqNHj7S2paSkQCKRQCIpfbKxnZ0dEhMTK+s0iIiIiKgGqPZFybN++uknuLq6orCwEF9//TUuXLiAr776CpaWlliwYEGJfQRBgEqleu5j169fHzY2NgY/WNd0jx8/hoeHB1asWIHAwEAcO3YMKSkpCAoKQnR0NH7//fdS+5ubm2PXrl1a62JiYtCmTZuqDJuIiIiIaijRixKVSoWpU6fCysoK1tbWCAsLgyAIJbbNz8/Hf/7zH3h6emLPnj0YMGAAXnrpJbi4uGD16tXYsGEDgP//H/t9+/bByckJMpkMR44cwZUrVzB8+HA0b94cDRs2RK9evXDgwAGtYxQWFmL27NmQy+WQyWRwcHDA5s2btfZbfPtWeHg4unfvrtV/7dq1sLOz0yz7+vrC29sbq1evRosWLWBtbY2goCCt0YbHjx9j9uzZaNWqFczMzODi4qI1WvDXX39h6NChaNSoEczMzNCpUyfEx8drtv/+++/w8vKChYUFzM3N0adPH1y5cgVAybfIeXt7w9fXV+/3ZO3atTh8+DB+/fVXBAUFoXv37nj55ZcxduxYJCcnw8HBQW9fAJg4cSJiYmI0ywUFBdi+fTsmTpxYaj8iIiIiqptEf09JXFwc/P39kZycjNTUVAQGBsLW1hYBAQE6bfft24c7d+5g9uzZJe7LyspKa3n27NlYvXo1Xn75ZVhZWeHatWvw9PTEsmXLYGJigri4OAwdOhSZmZma/8X38fHB8ePHsW7dOnTr1g1Xr17FnTt3nuscDx06hBYtWuDQoUP4448/MGrUKHTv3l1zjv/5z3+QlZWF7du3o2XLlti1axfefPNNpKenw8HBAUFBQXj8+DEOHz4MMzMzZGRkoGHDhgCA69evo2/fvnB3d8fBgwdhYWGB33777blGhr7++msMGDAAPXr00NlmbGwMY2PjUvtPmDABH330EbKzs9GmTRvs3LkTdnZ26NmzZ4VjAp4UjIWFhZplhUIBAJAZCZBKSy5kqW6TGQlaf1ZX+m6JpBej+Prz+0D6MEfIEOaIfmW9JqIXJXK5HFFRUZBIJGjfvj3S09MRFRWl+cD+9IjB5cuXAQCOjo5l2veSJUswcOBAzbK1tTW6deumWV62bBl27dqFPXv2YOrUqbh06RK++eYbJCQkYMCAAQCAl19++XlPEY0aNcL69eshlUrh6OgILy8v/PrrrwgICMCVK1ewbds2XLt2DS1btgQAzJw5E3v37sUXX3yB5cuXIzs7G2+//Ta6dOmiE9Mnn3wCS0tLbN++XVMstGvX7rnivXz5Mtzd3Svcv1mzZhg8eDBiY2OxcOFCxMTEwM/Pr0x9s7Ky9G6LiIjA4sWLddaH9SiCqam6ouFSHbDUqUjsEEr19MgniSchIUHsEKiaY46QIcwRXfn5+WVqJ3pR4urqqjVHw83NDZGRkVCr1ZBKpVpt9d3WpY+Tk5PWcl5eHhYvXoyffvoJf//9N1QqFQoKCpCdnQ0ASEtLg1QqRb9+/Sp4NiXr1KmT1rm0aNEC6enpAIDTp09DEASdQqKwsBDW1tYAgGnTpuH999/H/v37MWDAALz99tvo2rWrJuY+ffoYHL0oD0EQnnvejJ+fH6ZPn47x48fj+PHj+Pbbb3HkyJHn2ue8efMQGhqqWVYoFJDL5Vh2xggqY2kpPamukhkJWOpUhAWpRigsqr5zwc6He4gdQp2mVCqRkJCAgQMHVurPUqo9mCNkCHNEv+I7WwwRvSgpj+IP7hcvXoSbm5vB9mZmZlrLs2bNwr59+7B69WrY29ujQYMGeOedd/D48WMAQIMGDcoVj5GRkU6hVNIQ1bPJKZFIUFT05H9ui4qKIJVKcerUKZ0irPgWrffeew8eHh74+eefsX//fkRERCAyMhLBwcEGYy5rjE9r164dLly4UGobQzw9PTFp0iT4+/tj6NChmgLrechkMshkMp31hUUSqNTV9wMnia+wSILCapwj/AVWPZTl9lSq25gjZAhzRFdZr4foE91PnDihs+zg4KDzAR0ABg0ahCZNmmDVqlUl7svQ+0OOHDkCX19fjBgxAl26dIGNjY3W7UJdunRBUVERkpKSyhR706ZNcfPmTa0P/WlpaWXqW6xHjx5Qq9W4desW7O3ttb5sbGw07eRyOSZPnozvv/8eM2bMwMaNGwEAXbt2xZEjR/QWGk2bNsWNGzc0y2q1GufPny81prFjx+LAgQM4c+aMzjaVSoW8vDyD5yWVSjFhwgQkJiaW+dYtIiIiIqqbRC9KcnJyEBoaiszMTGzbtg3R0dGYPn16iW3NzMywadMm/Pzzzxg2bBgOHDiArKwspKamYvbs2Zg8eXKpx7K3t8f333+PtLQ0nD17FmPHjtWMWABP3pExceJE+Pn5Yffu3bh69SoSExPxzTfflLg/d3d33L59G6tWrcKVK1fwySef4JdffinX+bdr1w7jxo2Dj48Pvv/+e1y9ehUnT57EypUrNfeZh4SEYN++fbh69SpOnz6NgwcPokOHDgCAqVOnQqFQYPTo0UhNTcXly5fx1VdfITMzEwDwxhtv4Oeff8bPP/+MixcvYsqUKQaLt5CQELz66qvo378/PvnkE5w9exZ//vknvvnmG7i4uGjm9qxfvx79+/fXu5+lS5fi9u3b8PAo+daU69evw9HRESkpKeW6ZkRERERUu4helPj4+KCgoADOzs4ICgpCcHAwAgMD9bYfPnw4jh07BmNjY4wdOxaOjo4YM2YMcnNzsWzZslKPFRUVhUaNGqF3794YOnQoPDw8dJ4I9dlnn+Gdd97BlClT4OjoiICAAL0jAx06dMCnn36KTz75BN26dUNKSgpmzpxZ7mvwxRdfwMfHBzNmzED79u0xbNgwJCcnQy6XA3gyuhEUFIQOHTrgzTffRPv27fHpp58CeDJ5/+DBg/j333/Rr18/vPLKK9i4caNmqMzPzw8TJ06Ej48P+vXrh5deegmvv/56qfHIZDIkJCRg9uzZ2LBhA1xdXdGrVy+sW7cO06ZNQ+fOnQEAd+7c0Tx6uCT169dHkyZN9M5PUSqVyMzMLPMEKCIiIiKqnSRCeWePE1UTCoUClpaWaDtjB1T1zAx3oDpHJhWwylmN2SnSaj2nJGuFl9gh1GlKpRLx8fHw9PTkveBUIuYIGcIc0a/481pubi4sLCz0thN9pISIiIiIiOo2FiVERERERCQqFiVERERERCSqGvWeEqKSJM/rXynvQaHap/ge3/PhHrzHl4iIqBrjSAkREREREYmKRQkREREREYmKRQkREREREYmKRQkREREREYmKE92pxnOJ+JUvT6QSPXl5ItA5fN8Le3kiX4RIRERUfhwpISIiIiIiUbEoISIiIiIiUbEoISIiIiIiUbEoeUHc3d0REhJSJftOTEyERCLBgwcPqmT/RERERERViUVJNeLu7o7Y2FitdWfOnMGoUaPQokULyGQy2NraYsiQIfjxxx8hCII4gZbRzp074e7uDktLSzRs2BBdu3bFkiVLcO/ePb19JBIJsrKyXlyQRERERCQ6FiXV2A8//ABXV1f8+++/iIuLQ0ZGBr799lt4e3sjLCwMubm5VXp8pVJZ4b7z58/HqFGj0KtXL/zyyy84f/48IiMjcfbsWXz11VeVGCURERER1XQsSl4glUqFqVOnwsrKCtbW1ggLC9M72pGXlwd/f394eXnh559/xqBBg9C2bVs4Ozvjvffew9mzZ2FpaanV59SpU3BycoKpqSl69+6NzMxMre0//vgjXnnlFZiYmODll1/G4sWLoVKpNNslEgk+//xzDB8+HGZmZli2bBnUajX8/f3x0ksvoUGDBmjfvj0+/vjjUs8zJSUFy5cvR2RkJD766CP07t0bdnZ2GDhwIHbu3ImJEydW8AoSERERUW3E95S8QHFxcfD390dycjJSU1MRGBgIW1tbBAQE6LTdv38/7t69i9mzZ+vdn0Si/d6F+fPnIzIyEk2bNsXkyZPh5+eH3377DQCwb98+jB8/HuvWrUOfPn1w5coVBAYGAgAWLVqk2ceiRYsQERGBqKgoSKVSFBUVoXXr1vjmm2/QpEkTHDt2DIGBgWjRogVGjhxZYlxff/01GjZsiClTppS43crKqtTrpE9hYSEKCws1ywqFAgAgMxIglVbvW9lIHDIjQevPF+F5RhhJHMXfM37vSB/mCBnCHNGvrNdEIlT3iQm1hLu7O27duoXff/9dU0zMnTsXe/bsQUZGhk77lStXYu7cubh37x4aNWoEADh58iRef/11TZvt27djyJAhSExMxOuvv44DBw6gf//+AID4+Hh4eXmhoKAAJiYm6Nu3LwYPHox58+Zp+m/ZsgWzZ8/G33//DeBJkRMSEoKoqKhSzyUoKAj//PMPvvvuuxK3e3p64vr16zh79mw5rpBh4eHhWLx4sc76rVu3wtTUtFKPRURERETPLz8/H2PHjkVubi4sLCz0tuNIyQvk6uqqNbrh5uaGyMhIqNVqSKVSg/27du2KtLQ0AICDg4PWrVfF24u1aNECAHDr1i20adMGp06dwsmTJ/Hhhx9q2qjVajx69Aj5+fmaD/VOTk46x/3888+xadMm/PXXXygoKMDjx4/RvXt3vXEKgqAzilMZ5s2bh9DQUM2yQqGAXC7HsjNGUBkbvn5U98iMBCx1KsKCVCMUFr2YN7qfD/d4IcehyqNUKpGQkICBAwfC2NhY7HCoGmKOkCHMEf2K72wxhEVJNeXg4AAAyMzMhKurKwBAJpPB3t5eb5+n/xEUFwVFRUWaPxcvXoy33npLp5+JiYnm72ZmZlrbvvnmG/z3v/9FZGQk3NzcYG5ujo8++gjJycl642jXrh2OHj0KpVJZqf8wZTIZZDKZzvrCIglU6hfzgZNqpsIiCQpfUI7wl1HNZWxszO8flYo5QoYwR3SV9XpwovsLdOLECZ1lBweHEkdJBg0ahMaNG2PlypWVcuyePXsiMzMT9vb2Ol9GRvrT4MiRI+jduzemTJmCHj16wN7eHleuXCn1WGPHjsW///6LTz/9tMTtfJ8KERERET2NRckLlJOTg9DQUGRmZmLbtm2Ijo7G9OnTS2zbsGFDbNq0CT///DO8vLywb98+/Pnnnzh37hxWrVoFAGW65avYwoUL8eWXXyI8PBy///47Lly4gB07diAsLKzUfvb29khNTcW+fftw6dIlLFiwACdPniy1j4uLC2bPno0ZM2Zg9uzZOH78OP766y/8+uuvePfddxEXFwfgyVO6HB0dcf369TKfBxERERHVPixKXiAfHx8UFBTA2dkZQUFBCA4O1jwBqyQjRozAsWPHYGpqCh8fH7Rv3x5vvPEGDh48qJnkXlYeHh746aefkJCQgF69esHV1RVr1qyBra1tqf0mT56Mt956C6NGjYKLiwvu3r2r96laT1u5ciW2bt2K5ORkeHh4oFOnTggNDUXXrl01jwTOz89HZmYmn1RBREREVMfx6VtUYykUClhaWqLtjB1Q1TMz3IHqHJlUwCpnNWanSF/YnJKsFV4v5DhUeZRKJeLj4+Hp6cl7walEzBEyhDmiX/HnNUNP3+JICRERERERiYpFCRERERERiYpFCRERERERiYrvKaEaL3lef1hbW4sdBlVDxff4ng/34D2+RERE1dhzj5So1WqkpaXh/v37lREPERERERHVMeUuSkJCQrB582YATwqSfv36oWfPnpDL5UhMTKzs+IiIiIiIqJYrd1Hy3XffoVu3bgCAH3/8EVevXsXFixcREhKC+fPnV3qARERERERUu5V7TsmdO3dgY2MDAIiPj8e7776Ldu3awd/fH+vWrav0AIkMcYn4le8pqQP4/g8iIqLaq9wjJc2bN0dGRgbUajX27t2LAQMGAHjydm6pVFrpARIRERERUe1W7pGS//znPxg5ciRatGgBiUSCgQMHAgCSk5Ph6OhY6QESEREREVHtVu6iJDw8HF26dEF2djbeffddyGQyAIBUKsXcuXMrPUAiIiIiIqrdylWUKJVKDBo0CBs2bMDbb7+ttW3ixImVGhgREREREdUN5ZpTYmxsjPPnz0MikVRVPLWCu7s7QkJCqvQYEokEu3fvrtJjEBERERG9COWe6O7j46N5TwlVnLu7O2JjYzXLdnZ2kEgk2L59u07bTp06QSKRaLW/ceMGBg8eXGXxJSYmQiKR4MGDB2Vqn5WVBYlEgnr16uH69eta227cuIF69epBIpEgKytL7z6evSZEREREVDeUe07J48ePsWnTJiQkJMDJyQlmZtqPYl2zZk2lBVfXyOVyfPHFFxg9erRm3YkTJ3Dz5k2d61z8WObqpmXLlvjyyy8xb948zbq4uDi0atUK2dnZIkZGRERERNVVuUdKzp8/j549e8LCwgKXLl3CmTNnNF9paWlVEGLNpFKpMHXqVFhZWcHa2hphYWEQBKHUPuPGjUNSUhJycnI062JiYjBu3DjUq6ddPz57+9a1a9cwevRoNG7cGGZmZnByckJycjIAwNfXF97e3lr9Q0JC4O7u/lznWJKJEyfiiy++0FoXGxvLOUdEREREpFe5R0oOHTpUFXHUOnFxcfD390dycjJSU1MRGBgIW1tbBAQE6O3TvHlzeHh4IC4uDmFhYcjPz8eOHTuQlJSEL7/8Um+/f//9F/369UOrVq2wZ88e2NjY4PTp0ygqKqqKUyvVsGHD8Pnnn+Po0aN47bXXcPToUdy7dw9Dhw7F0qVLn2vfhYWFKCws1CwrFAoAgMxIgFRaesFHNZ9Sqaxwn4r0pbqDeUKGMEfIEOaIfmW9JuUuSp527do1SCQStGrV6nl2UyvJ5XJERUVBIpGgffv2SE9PR1RUlKYoSUxMLLGfn58fZsyYgfnz5+O7775D27Zt0b1791KPtXXrVty+fRsnT55E48aNAQD29vaVeTplZmxsjPHjxyMmJgavvfYaYmJiMH78eBgbGxvsq++aFIuIiMDixYt11of1KIKpqbqiIVMNER8fX+G+CQkJlRgJ1VbMEzKEOUKGMEd05efnl6lduYuSoqIiLFu2DJGRkfj3338BAObm5poP0kZG5b4jrFZydXXVekqZm5sbIiMjoVarIZVK9fbz8vLCpEmTcPjwYcTExMDPz8/gsdLS0tCjRw9NQSI2f39/uLm5Yfny5fj2229x/PhxqFSq597vvHnzEBoaqllWKBSQy+VYdsYIKmP915Rqh/PhHuXuo1QqkZCQgIEDB5apMKa6iXlChjBHyBDmiH7Fd7YYUu6iZP78+di8eTNWrFiBV199FYIg4LfffkN4eDgePXqEDz/8sNzB0v+rV68eJkyYgEWLFiE5ORm7du0y2KdBgwalbjcyMtKZz1KVw4udO3eGo6MjxowZgw4dOqBz586VMt9IJpNpXtb5tMIiCVRqPqa6tnueH/LGxsb8JUEGMU/IEOYIGcIc0VXW61HuYY24uDhs2rQJ77//Prp27Ypu3bphypQp2LhxIx/n+pQTJ07oLDs4OJQ6SlLMz88PSUlJGD58OBo1amSwfdeuXZGWloZ79+6VuL1p06a4ceOG1rqqfiiBn58fEhMTyzTSQ0RERER1W7mLknv37sHR0VFnvaOjo94PxXVRTk4OQkNDkZmZiW3btiE6OhrTp08vU98OHTrgzp07Ok+x0mfMmDGwsbGBt7c3fvvtN/z555/YuXMnjh8/DgB44403kJqaii+//BKXL1/GokWLcP78+TLtOz09HWlpaVpfALBr164S86BYQEAAbt++jffee09vG0dHxzKNBBERERFR7Vbu27e6deuG9evXY926dVrr169fj27dulVaYDWdj48PCgoK4OzsDKlUiuDgYAQGBpa5v7W1dZnb1q9fH/v378eMGTPg6ekJlUqFjh074pNPPgEAeHh4YMGCBZg9ezYePXoEPz8/+Pj4ID093eC++/btq7NOEATk5uYiMzNTb7969eqhSZMmpe47MzMTubm5BmMgIiIiotpNIhh6ecYzkpKS4OXlhTZt2sDNzQ0SiQTHjh1DTk4O4uPj0adPn6qKlUiLQqGApaUl2s7YAVU9M8MdqEbLWuFV7j5KpRLx8fHw9PTkPb6kF/OEDGGOkCHMEf2KP6/l5ubCwsJCb7ty377Vr18/XLp0CSNGjMCDBw9w7949vPXWW8jMzGRBQkRERERE5Vah95S0bNmST9kiIiIiIqJKUaGi5MGDB0hJScGtW7d03hru4+NTKYERlVXyvP7lmoNDRERERNVLuYuSH3/8EePGjUNeXh7Mzc21XhAokUhYlBARERERUbmUe07JjBkz4Ofnh4cPH+LBgwe4f/++5ouPBCYiIiIiovIqd1Fy/fp1TJs2DaamplURDxERERER1THlLko8PDyQmppaFbEQEREREVEdVKY5JXv27NH83cvLC7NmzUJGRga6dOmi8yzmYcOGVW6ERAa4RPzK95TUARV5TwkRERHVDGUqSry9vXXWLVmyRGedRCKBWq1+7qCIiIiIiKjuKFNR8uxjf4mIiIiIiCpLueeUfPnllygsLNRZ//jxY3z55ZeVEhQREREREdUd5S5K/vOf/yA3N1dn/cOHD/Gf//ynUoKqqdzd3RESElIl+05MTIREIsGDBw/0tgkPD0f37t01y76+viXeekdEREREVJ2UuygRBEHrhYnFrl27BktLy0oJqjZzd3dHbGys1rozZ85g1KhRaNGiBWQyGWxtbTFkyBD8+OOPEAShzPueOXMmfv3110qOuGLs7OwgkUggkUgglUrRsmVL+Pv74/79+wb7JSYmvpggiYiIiKhaKPMb3Xv06KH5kNm/f3/Uq/f/XdVqNa5evYo333yzSoKszX744QeMHDkSAwYMQFxcHNq2bYu7d+/i3LlzCAsLQ58+fWBlZVWmfTVs2BANGzas2oDLYcmSJQgICIBarcalS5cQGBiIadOm4auvvhI7NCIiIiKqRso8UuLt7Y3hw4dDEAR4eHhg+PDhmq/Ro0djw4YN2LJlS1XGWiOoVCpMnToVVlZWsLa2RlhYmN7Rjry8PPj7+8PLyws///wzBg0ahLZt28LZ2Rnvvfcezp49qzP6dOrUKTg5OcHU1BS9e/dGZmamZtuzt28VW7x4MZo1awYLCwtMmjQJjx8/1mzbu3cvXnvtNU28Q4YMwZUrVzTbs7KyIJFI8P333+P111+HqakpunXrhuPHjxu8Fubm5rCxsUGrVq3w+uuvw8fHB6dPnzbYj4iIiIjqljKPlCxatAjAk9trRo0aBRMTkyoLqiaLi4uDv78/kpOTkZqaisDAQNja2iIgIECn7f79+3H37l3Mnj1b7/6evVVu/vz5iIyMRNOmTTF58mT4+fnht99+09v/119/hYmJCQ4dOoSsrCz85z//QZMmTfDhhx8CeFIYhYaGokuXLsjLy8PChQsxYsQIpKWlwcjo/2vW+fPnY/Xq1XBwcMD8+fMxZswY/PHHH1ojZqW5fv06fvrpJ7i4uJSpPRERERHVHWUuSopNnDixKuKoNeRyOaKioiCRSNC+fXukp6cjKipKU5Q8PV/i0qVLAID27dtr1p08eRKvv/66Znn79u0YMmSIZvnDDz9Ev379AABz586Fl5cXHj16pLdIrF+/PmJiYmBqaopOnTphyZIlmDVrFpYuXQojIyO8/fbbWu03b96MZs2aISMjA507d9asnzlzJry8nry8bvHixejUqRP++OMPODo66r0Wc+bMQVhYGNRqNR49egQXFxesWbOm1OuXlZWld1thYaHWk98UCgUAQGYkQCot+9wbqpmUSmWF+1SkL9UdzBMyhDlChjBH9CvrNSl3UWJkZFTiRPdidf3lia6urlrXx83NDZGRkVCr1ZBKpQb7d+3aFWlpaQAABwcHqFQqne3FWrRoAQC4desW2rRpU+L+unXrBlNTU614/v33X+Tk5MDW1hZXrlzBggULcOLECdy5c0fzTprs7GytokTfcUsrSmbNmgVfX18IgoCcnBx88MEH8PLywuHDh8t0LZ4VERGBxYsX66wP61EEU9O6nXd1QXx8fIX7JiQkVGIkVFsxT8gQ5ggZwhzRlZ+fX6Z25S5Kvv/+e60P3UqlEmfOnEFcXFyJHxhJPwcHBwBAZmYmXF1dAQAymQz29vZ6+xgbG2v+Xvx9qMjLLYv7Dh06FHK5HBs3bkTLli1RVFSEzp07a807qehxmzRpojkXBwcHrF27Fm5ubjh06BAGDBhQ7pjnzZuH0NBQzbJCoYBcLseyM0ZQGZe/yKGa5Xy4R7n7KJVKJCQkYODAgVo5TPQ05gkZwhwhQ5gj+hXf2WJIuYuSkt578c4776BTp07YsWMH/P39y7vLWuXEiRM6yw4ODiWODAwaNAiNGzfGypUrsWvXriqJ5+zZsygoKECDBg008TRs2BCtW7fG3bt3ceHCBWzYsAF9+vQBABw9erRK4gCguQYFBQUV6i+TySCTyXTWFxZJoFLrH72j2uF5fsgbGxvzlwQZxDwhQ5gjZAhzRFdZr0e531Oij4uLCw4cOFBZu6uxcnJyEBoaiszMTGzbtg3R0dGYPn16iW0bNmyITZs24eeff4aXlxf27duHP//8E+fOncOqVasAoEK3OT3t8ePH8Pf3R0ZGBn755RcsWrQIU6dOhZGRERo1agRra2v873//wx9//IGDBw9qjUQ8r4cPH+LmzZu4ceMGUlJSMGvWLDRp0gS9e/cG8GTyu6OjI1JSUirtmERERERU85R7pKQkBQUFiI6ORuvWrStjdzWaj48PCgoK4OzsDKlUiuDgYAQGBuptP2LECBw7dgwrV66Ej48P7t27B0tLSzg5OelMcq+I/v37w8HBAX379kVhYSFGjx6N8PBwAE/mB23fvh3Tpk1D586d0b59e6xbtw7u7u7PdcxiCxcuxMKFCwEATZs2Ra9evZCQkABra2sAT4Y6MzMzy3yvIRERERHVThKhPK8MB9CoUSOtOSWCIODhw4do0KABvv76awwbNqzSgyQqiUKhgKWlJdrO2AFVPTOxw6EqlrXCq9x9lEol4uPj4enpyeF00ot5QoYwR8gQ5oh+xZ/XcnNzYWFhobdduUdK1q5dq7VsZGSEpk2bwsXFBX/99Ve5AyUiIiIiorrtud9Tkpubi6+//hrz589HWlpanX8kMBERERERlU+FJ7ofPHgQ48ePR4sWLRAdHY3BgwcjNTW1MmMjIiIiIqI6oFwjJdeuXUNsbCxiYmKQl5eHkSNHQqlUYufOnejYsWNVxUhUquR5/TWT54mIiIio5inzSImnpyc6duyIjIwMREdH4++//0Z0dHRVxkZERERERHVAmUdK9u/fj2nTpuH999/XvImciIiIiIjoeZV5pOTIkSN4+PAhnJyc4OLigvXr1+P27dtVGRsREREREdUBZS5K3NzcsHHjRty4cQOTJk3C9u3b0apVKxQVFSEhIQEPHz6syjiJiIiIiKiWKvcjgU1NTeHn5wc/Pz9kZmZi8+bNWLFiBebOnYuBAwdiz549VREnkV4uEb/y5Yk1TEVehEhERES1V4UfCQwA7du3x6pVq3Dt2jVs27atsmIiIiIiIqI65LmKkmJSqRTe3t4cJSEiIiIionKrlKKEiIiIiIiooliUiMDd3R0hISFih0FEREREVC2wKKmm3N3dERsbq1mWSCTYvXu3TruQkBC4u7tr9ausgkffMUvj7u4OiUQCiUQCmUyGVq1aYejQofj+++8N9vX19UV4eHjFgiUiIiKiGotFCVW6gIAA3LhxA3/88Qd27tyJjh07YvTo0QgMDBQ7NCIiIiKqhliUiESlUmHq1KmwsrKCtbU1wsLCIAjCc+3T19cXSUlJ+PjjjzWjFVlZWYiNjYWVlZVW2927d0MikTzX8fQxNTWFjY0N5HI5XF1dsXLlSmzYsAEbN27EgQMHquSYRERERFRzlfs9JVQ54uLi4O/vj+TkZKSmpiIwMBC2trYICAio8D4//vhjXLp0CZ07d8aSJUsAAE2bNq2skJ/LxIkTMWPGDHz//fcYMGBAhfZRWFiIwsJCzbJCoQAAyIwESKXPV9DRi6VUKl/ocV7U8ahmYp6QIcwRMoQ5ol9ZrwmLEpHI5XJERUVBIpGgffv2SE9PR1RUlKYoSUxMLPc+LS0tUb9+fc1IRXViZGSEdu3aISsrS2+bp+fQlCQiIgKLFy/WWR/WowimpurnjJBepPj4+Bd6vISEhBd6PKqZmCdkCHOEDGGO6MrPzy9TOxYlInF1ddW6fcrNzQ2RkZFQq9WQSqUiRlY2X3/9NSZNmqRZ/uWXX9CnT59S+wiC8Fy3jM2bNw+hoaGaZYVCAblcjmVnjKAyrv7XjP7f+XCPF3IcpVKJhIQEDBw4EMbGxi/kmFTzME/IEOYIGcIc0a/4zhZDWJTUEObm5sjNzdVZ/+DBA1haWpba18jISGe+yvMOLw4bNgwuLi6a5VatWpXaXq1W4/Lly+jVq1eFjymTySCTyXTWFxZJoFJXzfwYqhov+ge2sbExf0mQQcwTMoQ5QoYwR3SV9XpwortITpw4obPs4OCgd5TE0dERJ0+e1FonCAJOnTqF9u3ba9bVr18farX2rUxNmzbFw4cPkZeXp1mXlpb2XPGbm5vD3t5e89WgQYNS28fFxeH+/ft4++23n+u4RERERFT7sCgRSU5ODkJDQ5GZmYlt27YhOjoa06dP19t+5syZ2Lx5M9avX49Lly7h7NmzmDp1Kq5cuYKgoCBNOzs7OyQnJyMrKwt37txBUVERXFxcYGpqig8++AB//PEHtm7danD+Rkn69++P9evXG2yXn5+Pmzdv4tq1a0hOTsacOXMwefJkvP/++3j99dfLvT8iIiIiqt1YlIjEx8cHBQUFcHZ2RlBQEIKDg0t9j8fIkSMRGxuLuLg49OrVC4MGDcKVK1dw5MgR2NraatrNnDkTUqkUHTt2RNOmTZGdnY3GjRtjy5YtiI+PR5cuXbBt27YKvaTwypUruHPnjsF2GzduRIsWLdC2bVuMGDECGRkZ2LFjBz799NMK7Y+IiIiIajfOKRHB00/W+uyzz8rcb9SoURg1alSpbdq1a4fjx4/rrPf29oa3t7fWOkOPH352HkppT84qVp6nhpVlf0RERERU+3GkhIiIiIiIRMWihIiIiIiIRMWihIiIiIiIRMU5JVTjJc/rD2tra7HDICIiIqIK4kgJERERERGJikUJERERERGJikUJERERERGJikUJERERERGJihPdqcZzifgVqnpmYodRJ2Wt8BI7BCIiIqoFOFJCRERERESiYlFCRERERESiYlFCRERERESiqjNFibu7O0JCQsQOg4iIiIiInlFnipKycHd3R2xsrGbZzs4OEokE27dv12nbqVMnSCQSrfaVFUNtKZ4SExMhkUjw4MGDMrXPysqCRCKp2qCIiIiIqNphUWKAXC7HF198obXuxIkTuHnzJszM+MQnIiIiIqLnVaeKEpVKhalTp8LKygrW1tYICwuDIAil9hk3bhySkpKQk5OjWRcTE4Nx48ahXj3tJypnZ2dj+PDhaNiwISwsLDBy5Ej8888/mu3h4eHo3r07vvrqK9jZ2cHS0hKjR4/Gw4cPAQC+vr5ISkrCxx9/DIlEAolEgqysLABARkYGPD090bBhQzRv3hwTJkzAnTt3NPv+7rvv0KVLFzRo0ADW1tYYMGAA8vLyAAAnT57EwIED0aRJE1haWqJfv344ffq0VuwSiQSbNm3CiBEjYGpqCgcHB+zZs0erTVJSEpydnSGTydCiRQvMnTsXKpWqjFefiIiIiKhkdeo9JXFxcfD390dycjJSU1MRGBgIW1tbBAQE6O3TvHlzeHh4IC4uDmFhYcjPz8eOHTuQlJSEL7/8UtNOEAR4e3vDzMwMSUlJUKlUmDJlCkaNGoXExERNuytXrmD37t346aefcP/+fYwcORIrVqzAhx9+iI8//hiXLl1C586dsWTJEgBA06ZNcePGDfTr1w8BAQFYs2YNCgoKMGfOHIwcORIHDx7EjRs3MGbMGKxatQojRozAw4cPceTIEU3B9fDhQ0ycOBHr1q0DAERGRsLT0xOXL1+Gubm5JrbFixdj1apV+OijjxAdHY1x48bhr7/+QuPGjXH9+nV4enrC19cXX375JS5evIiAgACYmJggPDy8Er9L+hUWFqKwsFCzrFAoAAAyIwFSaenFJVUNpVIpdgilKo6vusdJ4mKekCHMETKEOaJfWa+JRDA0VFBLuLu749atW/j999818xbmzp2LPXv2ICMjo8Q+dnZ2CAkJwUsvvYQZM2bg8uXL+Oqrr7B27VqcPn0aVlZWWLt2LXx9fZGQkIDBgwfj6tWrkMvlAJ6MbnTq1AkpKSno1asXwsPD8dFHH+HmzZuaYmD27Nk4fPgwTpw4oYmze/fuWLt2rSaOhQsXIjk5Gfv27dOsu3btGuRyOTIzM/Hvv//ilVdeQVZWFmxtbQ1eC7VajUaNGmHr1q0YMmQIgCcjJWFhYVi6dCkAIC8vD+bm5oiPj8ebb76J+fPnY+fOnbhw4YLm+n366aeYM2cOcnNzYWSkO+iWmJiI119/Hffv34eVlZXBuAwJDw/H4sWLddZv3boVpqamz71/IiIiIqpc+fn5GDt2LHJzc2FhYaG3XZ0aKXF1ddWaSO3m5obIyEio1WpIpVK9/by8vDBp0iQcPnwYMTEx8PPz02lz4cIFyOVyTUECAB07doSVlRUuXLiAXr16AXhS6Dw9OtGiRQvcunWr1LhPnTqFQ4cOoWHDhjrbrly5gkGDBqF///7o0qULPDw8MGjQILzzzjto1KgRAODWrVtYuHAhDh48iH/++QdqtRr5+fnIzs7W2lfXrl01fzczM4O5ubkmtgsXLsDNzU3r+r366qv4999/ce3aNbRp06bUc6gM8+bNQ2hoqGZZoVBALpdj2RkjqIz1f/+o6pwP9xA7hFIplUokJCRg4MCBMDY2FjscqqaYJ2QIc4QMYY7oV3xniyF1qiipqHr16mHChAlYtGgRkpOTsWvXLp02giCU+OSoZ9c/m6gSiQRFRUWlHr+oqAhDhw7FypUrdba1aNECUqkUCQkJOHbsGPbv34/o6GjMnz8fycnJeOmll+Dr64vbt29j7dq1sLW1hUwmg5ubGx4/fqy1r9JiK+n8igfZXtQTs2QyGWQymc76wiIJVGo+tUsMNeUHr7GxcY2JlcTDPCFDmCNkCHNEV1mvR52a6F58i9TTyw4ODqWOkhTz8/NDUlIShg8frhmBeFrHjh2RnZ2tNSE+IyMDubm56NChQ5ljrF+/PtRqtda6nj174vfff4ednR3s7e21voqfACaRSPDqq69i8eLFOHPmDOrXr68pno4cOYJp06bB09MTnTp1gkwm05okXxYdO3bEsWPHtB4McOzYMZibm6NVq1bl2hcRERER0dPqVFGSk5OD0NBQZGZmYtu2bYiOjsb06dPL1LdDhw64c+eOzuOBiw0YMABdu3bFuHHjcPr0aaSkpMDHxwf9+vWDk5NTmWO0s7NDcnIysrKycOfOHRQVFSEoKAj37t3DmDFjkJKSgj///BP79++Hn58f1Go1kpOTsXz5cqSmpiI7Oxvff/89bt++rSmG7O3t8dVXX+HChQtITk7GuHHj0KBBgzLHBABTpkxBTk4OgoODcfHiRfzwww9YtGgRQkNDS5xP8rT09HSkpaVpfQHArl274OjoWK44iIiIiKj2qVO3b/n4+KCgoADOzs6QSqUIDg5GYGBgmftbW1vr3SaRSLB7924EBwejb9++MDIywptvvono6OhyxThz5kxMnDgRHTt2REFBAa5evQo7Ozv89ttvmDNnDjw8PFBYWAhbW1u8+eabMDIygoWFBQ4fPoy1a9dCoVDA1tYWkZGRGDx4MIAnjzAODAxEjx490KZNGyxfvhwzZ84sV1ytWrVCfHw8Zs2ahW7duqFx48bw9/dHWFiYwb59+/bVWScIAnJzc5GZmVmuOIiIiIio9qkzT9+i2kehUMDS0hJtZ+yAqh5fZCmGrBVeYodQKqVSifj4eHh6evIeX9KLeUKGMEfIEOaIfsWf1ww9fatO3b5FRERERETVD4sSIiIiIiISFYsSIiIiIiISVZ2a6E61U/K8/qU+hICIiIiIqjeOlBARERERkahYlBARERERkahYlBARERERkag4p4RqPJeIX/meEpFU9/eUEBERUc3AkRIiIiIiIhIVixIiIiIiIhIVixIiIiIiIhIVixIiIiIiIhIVi5Jqzt3dHSEhIS/0mOHh4ejevfsLPSYRERER1V0sSmoBd3d3xMbGapbt7OwgkUggkUhgamqKzp07Y8OGDaLEdu3aNdSvXx+Ojo5lam9nZ4fExMSqDYqIiIiIqhUWJbXUkiVLcOPGDZw7dw7e3t6YPHkyduzY8cLjiI2NxciRI5Gfn4/ffvvthR+fiIiIiKo/FiU1gEqlwtSpU2FlZQVra2uEhYVBEIRS+5ibm8PGxgb29vZYtmwZHBwcsHv3bgBAdnY2hg8fjoYNG8LCwgIjR47EP//8o3dfJ0+exMCBA9GkSRNYWlqiX79+OH36tMG4BUHAF198gQkTJmDs2LHYvHlzuc6biIiIiOoGvjyxBoiLi4O/vz+Sk5ORmpqKwMBA2NraIiAgoMz7MDExgVKphCAI8Pb2hpmZGZKSkqBSqTBlyhSMGjVK721TDx8+xMSJE7Fu3ToAQGRkJDw9PXH58mWYm5vrPeahQ4eQn5+PAQMGoHXr1nBxccHHH39cap/SFBYWorCwULOsUCgAADIjAVJp6UUaVQ2lUil2CKUqjq+6x0niYp6QIcwRMoQ5ol9ZrwmLkhpALpcjKioKEokE7du3R3p6OqKiojRFSWlzMFQqFbZs2YL09HS8//77OHDgAM6dO4erV69CLpcDAL766it06tQJJ0+eRK9evXT28cYbb2gtb9iwAY0aNUJSUhKGDBmi99ibN2/G6NGjIZVK0alTJ9jb22PHjh1477339PbJysrSuy0iIgKLFy/WWR/Wowimpmq9/ajqxMfHix1CmSQkJIgdAtUAzBMyhDlChjBHdOXn55epHYuSGsDV1RUSiUSz7ObmhsjISKjVakil0hL7zJkzB2FhYSgsLET9+vUxa9YsTJo0CevXr4dcLtcUJADQsWNHWFlZ4cKFCyUWJbdu3cLChQtx8OBB/PPPP1Cr1cjPz0d2drbemB88eIDvv/8eR48e1awbP348YmJiSi1KSjNv3jyEhoZqlhUKBeRyOZadMYLKuOTrQFXrfLiH2CGUSqlUIiEhAQMHDoSxsbHY4VA1xTwhQ5gjZAhzRL/iO1sMYVFSS82aNQu+vr4wNTVFixYtNEWNIAhaBU4xfesBwNfXF7dv38batWtha2sLmUwGNzc3PH78WO/xt27dikePHsHFxUXrGEVFRcjIyEDHjh3LfU4ymQwymUxnfWGRBCp1ybFT1aopP3iNjY1rTKwkHuYJGcIcIUOYI7rKej040b0GOHHihM6yg4OD3lESAGjSpAns7e3RsmVLrWKjY8eOyM7ORk5OjmZdRkYGcnNz0aFDhxL3deTIEUybNg2enp7o1KkTZDIZ7ty5U2rMmzdvxowZM5CWlqb5Onv2LF5//XXExMSU5bSJiIiIqI5gUVID5OTkIDQ0FJmZmdi2bRuio6Mxffr0Cu1rwIAB6Nq1K8aNG4fTp08jJSUFPj4+6NevH5ycnErsY29vj6+++goXLlxAcnIyxo0bhwYNGug9RlpaGk6fPo333nsPnTt31voaM2YMvvzySyiVSly/fh2Ojo5ISUmp0LkQERERUe3AoqQG8PHxQUFBAZydnREUFITg4GAEBgZWaF8SiQS7d+9Go0aN0LdvXwwYMAAvv/xyqe8wiYmJwf3799GjRw9MmDAB06ZNQ7NmzfS237x5Mzp27FjiCxO9vb1x7949/Pjjj1AqlcjMzCzzBCgiIiIiqp0kgqEXXhBVUwqFApaWlmg7YwdU9czEDqdOylrhJXYIpVIqlYiPj4enpyfv8SW9mCdkCHOEDGGO6Ff8eS03NxcWFhZ623GkhIiIiIiIRMWihIiIiIiIRMVHAlONlzyvP6ytrcUOg4iIiIgqiCMlREREREQkKhYlREREREQkKhYlREREREQkKhYlREREREQkKk50pxrPJeJXvqdEJNX9PSVERERUM3CkhIiIiIiIRMWihIiIiIiIRMWihIiIiIiIRMWipJpzd3dHSEiI2GEQEREREVUZFiW1gLu7O2JjY5GYmAiJRFLqV2xs7AuNbevWrZBKpZg8ebLBtllZWZBIJC8gKiIiIiKqTliU1CK9e/fGjRs3NF8jR47Em2++qbVu1KhRZd6fIAhQqVTPFVNMTAxmz56N7du3Iz8//7n2RURERES1E4uSGkClUmHq1KmwsrKCtbU1wsLCIAiCTrv69evDxsZG89WgQQPIZDLNcqNGjTBnzhw0a9YMJiYmeO2113Dy5ElN/+KRln379sHJyQkymQxHjhxBYWEhpk2bprefPllZWTh27Bjmzp0LR0dHfPfdd5V6XYiIiIiodmBRUgPExcWhXr16SE5Oxrp16xAVFYVNmzaVez+zZ8/Gzp07ERcXh9OnT8Pe3h4eHh64d++eTruIiAhcuHABXbt2LXO/Z8XExMDLywuWlpYYP348Nm/eXO6YiYiIiKj248sTawC5XI6oqChIJBK0b98e6enpiIqKQkBAAIAnIxyG5OXl4bPPPkNsbCwGDx4MANi4cSMSEhKwefNmzJo1S9N2yZIlGDhwYLn7Pa2oqAixsbGIjo4GAIwePRqhoaH4448/YG9vX2IfOzu7EkeAihUWFqKwsFCzrFAoAAAyIwFSqf5+VHWUSqXYIZSqOL7qHieJi3lChjBHyBDmiH5lvSYsSmoAV1dXrQngbm5uiIyMhFqthlQqLdM+rly5AqVSiVdffVWzztjYGM7Ozrhw4YJWWycnpwr1e9r+/fuRl5enKWSaNGmCQYMGISYmBsuXLy9TzM+KiIjA4sWLddaH9SiCqam6Qvuk5xMfHy92CGWSkJAgdghUAzBPyBDmCBnCHNFV1jnFLErqiOIRiGefbiUIgs46MzOzCvV7WkxMDO7duwdTU1PNuqKiIpw5cwZLly4tczH1tHnz5iE0NFSzrFAoIJfLseyMEVTG5d8fPb/z4R5ih1AqpVKJhIQEDBw4EMbGxmKHQ9UU84QMYY6QIcwR/YrvbDGERUkNcOLECZ1lBweHcn2wt7e3R/369XH06FGMHTsWwJN/QKmpqaW+B6Ui/e7evYsffvgB27dvR6dOnTTri4qK0KdPH/zyyy8YMmRImWMvJpPJIJPJdNYXFkmgUvNRwmKoKT94jY2Na0ysJB7mCRnCHCFDmCO6yno9WJTUADk5OQgNDcWkSZNw+vRpREdHIzIyslz7MDMzw/vvv49Zs2ahcePGaNOmDVatWoX8/Hz4+/tXar+vvvoK1tbWePfdd2FkpP0shSFDhmDz5s0YMmQIdu3ahXnz5uHixYvlOhciIiIiql1YlNQAPj4+KCgogLOzM6RSKYKDgxEYGFju/axYsQJFRUWYMGECHj58CCcnJ+zbtw+NGjWq1H4xMTEYMWKETkECAG+//TZGjRqFf/75B7m5ucjMzCz3eRARERFR7SIRSnvcEVE1plAoYGlpibYzdkBVz8xwB6p0WSu8xA6hVEqlEvHx8fD09ORwOunFPCFDmCNkCHNEv+LPa7m5ubCwsNDbju8pISIiIiIiUbEoISIiIiIiUbEoISIiIiIiUXGiO9V4yfP6w9raWuwwiIiIiKiCOFJCRERERESiYlFCRERERESiYlFCRERERESiYlFCRERERESi4kR3qvFcIn7lyxOfU3V/CSIRERHVbhwpISIiIiIiUbEoISIiIiIiUbEoISIiIiIiUdWKosTd3R0hISFih1El7OzssHbt2jK1jY2NhZWVVZXGQ0RERERU2WpFUVIW7u7uiI2N1Szb2dlBIpFAIpHA1NQUnTt3xoYNG8QLUI+TJ08iMDCwTG1HjRqFS5cuPdfxEhMTIZFI0KhRIzx69EhrW0pKiuaaGXLs2DF4enqiUaNGMDExQZcuXRAZGQm1Wq23T1ZWVpn2TURERES1S50pSkqyZMkS3LhxA+fOnYO3tzcmT56MHTt2iB2WlqZNm8LU1LRMbRs0aIBmzZpVynHNzc2xa9curXUxMTFo06aNwb67du1Cv3790Lp1axw6dAgXL17E9OnT8eGHH2L06NEQBKFSYiQiIiKi2qHWFCUqlQpTp06FlZUVrK2tERYWZvDDr7m5OWxsbGBvb49ly5bBwcEBu3fvBgBkZ2dj+PDhaNiwISwsLDBy5Ej8888/mr7h4eHo3r07NmzYALlcDlNTU7z77rt48OCBpk1RURGWLFmC1q1bQyaToXv37ti7d69mu5ubG+bOnasV0+3bt2FsbIxDhw4B0L1968GDBwgMDETz5s1hYmKCzp0746effgKge/uWr68vvL29tfYfEhICd3d3A1cTmDhxImJiYjTLBQUF2L59OyZOnFhqv7y8PAQEBGDYsGH43//+h+7du8POzg7vvfce4uLi8N133+Gbb74xeHwiIiIiqjtqzXtK4uLi4O/vj+TkZKSmpiIwMBC2trYICAgo8z5MTEygVCohCAK8vb1hZmaGpKQkqFQqTJkyBaNGjUJiYqKm/R9//IFvvvkGP/74IxQKBfz9/REUFISvv/4aAPDxxx8jMjISGzZsQI8ePRATE4Nhw4bh999/h4ODA8aNG4ePPvoIERERmtuWduzYgebNm6Nfv3468RUVFWHw4MF4+PAhtmzZgrZt2yIjIwNSqfT5Ll4JJkyYgI8++gjZ2dlo06YNdu7cCTs7O/Ts2bPUfvv378fdu3cxc+ZMnW1Dhw5Fu3btsG3bNowaNarcMRUWFqKwsFCzrFAoAAAyIwFSKUdfnodSqRQ7hCpRfF619fyocjBPyBDmCBnCHNGvrNek1hQlcrkcUVFRkEgkaN++PdLT0xEVFaUpSp4uJp6lUqmwZcsWpKen4/3338eBAwdw7tw5XL16FXK5HADw1VdfoVOnTjh58iR69eoFAHj06BHi4uLQunVrAEB0dDS8vLwQGRkJGxsbrF69GnPmzMHo0aMBACtXrsShQ4ewdu1afPLJJxg1ahT++9//4ujRo+jTpw8AYOvWrRg7diyMjHQHsQ4cOICUlBRcuHAB7dq1AwC8/PLLlXMBn9GsWTMMHjwYsbGxWLhwIWJiYuDn52ewX/Gclg4dOpS43dHRUe+8Fzs7u1JHtyIiIrB48WKd9WE9imBqqn+uChkWHx8vdghVKiEhQewQqAZgnpAhzBEyhDmiKz8/v0ztak1R4urqqjVJ2s3NTTOxWt9Iwpw5cxAWFobCwkLUr18fs2bNwqRJk7B+/XrI5XJNQQIAHTt2hJWVFS5cuKApStq0aaMpSIqPWVRUhMzMTJiamuLvv//Gq6++qnXMV199FWfPngXwZL7IwIED8fXXX6NPnz64evUqjh8/js8++6zEeNPS0tC6dWtNQVLV/Pz8MH36dIwfPx7Hjx/Ht99+iyNHjpSpr77iQhCECk9mnzdvHkJDQzXLCoUCcrkcy84YQWVc+aNFdcn5cA+xQ6gSSqUSCQkJGDhwIIyNjcUOh6op5gkZwhwhQ5gj+hXf2WJIrSlKKmLWrFnw9fWFqakpWrRoofmwrO+Ds6EP1MXbnm7zbPtn9zFu3DhMnz4d0dHR2Lp1Kzp16oRu3bqVuP8GDRqU/eQAGBkZ6RQH5RlW9PT0xKRJk+Dv74+hQ4fC2traYJ/igunChQvo3bu3zvaLFy+iY8eOZY7haTKZDDKZTGd9YZEEKjWf2vU8avsPUGNj41p/jvT8mCdkCHOEDGGO6Crr9ag1E91PnDihs+zg4FDqfIsmTZrA3t4eLVu21CoUOnbsiOzsbOTk5GjWZWRkIDc3V+u2pOzsbPz999+a5ePHj8PIyAjt2rWDhYUFWrZsiaNHj2od89ixY1r78Pb2xqNHj7B3715s3boV48eP1xtv165dce3atTI/9rdp06a4ceOG1rq0tLQy9QUAqVSKCRMmIDExsUy3bgHAoEGD0LhxY0RGRups27NnDy5fvowxY8aUOQYiIiIiqv1qTVGSk5OD0NBQZGZmYtu2bYiOjsb06dMrtK8BAwaga9euGDduHE6fPo2UlBT4+PigX79+cHJy0rQzMTHBxIkTcfbsWRw5cgTTpk3DyJEjYWNjA+DJSMzKlSuxY8cOZGZmYu7cuUhLS9OKy8zMDMOHD8eCBQtw4cIFjB07Vm9c/fr1Q9++ffH2228jISEBV69exS+//KL1RK+nvfHGG0hNTcWXX36Jy5cvY9GiRTh//ny5rsXSpUtx+/ZteHiUfHvP9evX4ejoiJSUFM35bNiwAT/88AMCAwNx7tw5ZGVlYfPmzfD19cU777yDkSNHAnjy6GBHR8dyxUNEREREtU+tuX3Lx8cHBQUFcHZ2hlQqRXBwcJlfOvgsiUSC3bt3Izg4GH379oWRkRHefPNNREdHa7Wzt7fHW2+9BU9PT9y7dw+enp749NNPNdunTZsGhUKBGTNm4NatW+jYsSP27NkDBwcHrf2MGzcOXl5e6Nu3r8H3gOzcuRMzZ87EmDFjkJeXB3t7e6xYsaLEth4eHliwYAFmz56NR48ewc/PDz4+PkhPTy/ztahfvz6aNGmid7tSqURmZqbWJKZ33nkHhw4dwvLly9G3b18UFBTA3t4e8+fPR0hIiGZUKjc3F5mZmWWOhYiIiIhqJ4nAN9lVSHh4OHbv3l2u26GocikUClhaWqLtjB1Q1TMTO5waLWuFl9ghVAmlUon4+Hh4enryHl/Si3lChjBHyBDmiH7Fn9dyc3NhYWGht12tuX2LiIiIiIhqJhYlREREREQkKhYlFRQeHs5bt4iIiIiIKkGtmehOdVfyvP5leocKEREREVVPHCkhIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJRsSghIiIiIiJR1RM7AKKKEgQBAPDw4UMYGxuLHA1VR0qlEvn5+VAoFMwR0ot5QoYwR8gQ5oh+CoUCwP9/btOHRQnVWHfv3gUAvPTSSyJHQkRERESlefjwISwtLfVuZ1FCNVbjxo0BANnZ2aUmOdVdCoUCcrkcOTk5sLCwEDscqqaYJ2QIc4QMYY7oJwgCHj58iJYtW5bajkUJ1VhGRk+mRFlaWvIHAJXKwsKCOUIGMU/IEOYIGcIcKVlZ/vOYE92JiIiIiEhULEqIiIiIiEhULEqoxpLJZFi0aBFkMpnYoVA1xRyhsmCekCHMETKEOfL8JIKh53MRERERERFVIY6UEBERERGRqFiUEBERERGRqFiUEBERERGRqFiUEBERERGRqFiUUI306aef4qWXXoKJiQleeeUVHDlyROyQSESHDx/G0KFD0bJlS0gkEuzevVtruyAICA8PR8uWLdGgQQO4u7vj999/FydYEkVERAR69eoFc3NzNGvWDN7e3sjMzNRqwzyp2z777DN07dpV8/I7Nzc3/PLLL5rtzA96VkREBCQSCUJCQjTrmCcVx6KEapwdO3YgJCQE8+fPx5kzZ9CnTx8MHjwY2dnZYodGIsnLy0O3bt2wfv36ErevWrUKa9aswfr163Hy5EnY2Nhg4MCBePjw4QuOlMSSlJSEoKAgnDhxAgkJCVCpVBg0aBDy8vI0bZgndVvr1q2xYsUKpKamIjU1FW+88QaGDx+u+UDJ/KCnnTx5Ev/73//QtWtXrfXMk+cgENUwzs7OwuTJk7XWOTo6CnPnzhUpIqpOAAi7du3SLBcVFQk2NjbCihUrNOsePXokWFpaCp9//rkIEVJ1cOvWLQGAkJSUJAgC84RK1qhRI2HTpk3MD9Ly8OFDwcHBQUhISBD69esnTJ8+XRAE/hx5XhwpoRrl8ePHOHXqFAYNGqS1ftCgQTh27JhIUVF1dvXqVdy8eVMrZ2QyGfr168ecqcNyc3MBAI0bNwbAPCFtarUa27dvR15eHtzc3JgfpCUoKAheXl4YMGCA1nrmyfOpJ3YAROVx584dqNVqNG/eXGt98+bNcfPmTZGiouqsOC9Kypm//vpLjJBIZIIgIDQ0FK+99ho6d+4MgHlCT6Snp8PNzQ2PHj1Cw4YNsWvXLnTs2FHzgZL5Qdu3b8epU6eQmpqqs40/R54PixKqkSQSidayIAg664iexpyhYlOnTsW5c+dw9OhRnW3Mk7qtffv2SEtLw4MHD7Bz505MnDgRSUlJmu3Mj7otJycH06dPx/79+2FiYqK3HfOkYnj7FtUoTZo0gVQq1RkVuXXrls7/TBABgI2NDQAwZwgAEBwcjD179uDQoUNo3bq1Zj3zhACgfv36sLe3h5OTEyIiItCtWzd8/PHHzA8CAJw6dQq3bt3CK6+8gnr16qFevXpISkrCunXrUK9ePU0uME8qhkUJ1Sj169fHK6+8goSEBK31CQkJ6N27t0hRUXX20ksvwcbGRitnHj9+jKSkJOZMHSIIAqZOnYrvv/8eBw8exEsvvaS1nXlCJREEAYWFhcwPAgD0798f6enpSEtL03w5OTlh3LhxSEtLw8svv8w8eQ68fYtqnNDQUEyYMAFOTk5wc3PD//73P2RnZ2Py5Mlih0Yi+ffff/HHH39olq9evYq0tDQ0btwYbdq0QUhICJYvXw4HBwc4ODhg+fLlMDU1xdixY0WMml6koKAgbN26FT/88APMzc01/5NpaWmJBg0aaN41wDypuz744AMMHjwYcrkcDx8+xPbt25GYmIi9e/cyPwgAYG5urpmHVszMzAzW1taa9cyT5yDeg7+IKu6TTz4RbG1thfr16ws9e/bUPNaT6qZDhw4JAHS+Jk6cKAjCk8c0Llq0SLCxsRFkMpnQt29fIT09Xdyg6YUqKT8ACF988YWmDfOkbvPz89P8XmnatKnQv39/Yf/+/ZrtzA8qydOPBBYE5snzkAiCIIhUDxEREREREXFOCRERERERiYtFCRERERERiYpFCRERERERiYpFCRERERERiYpFCRERERERiYpFCRERERERiYpFCRERERERiYpFCRERUQmysrIgkUiQlpYmdigaFy9ehKurK0xMTNC9e3exwyEiqjQsSoiIqFry9fWFRCLBihUrtNbv3r0bEolEpKjEtWjRIpiZmSEzMxO//vqr2OEQEVUaFiVERFRtmZiYYOXKlbh//77YoVSax48fV7jvlStX8Nprr8HW1hbW1taVGNWL8TznTkS1G4sSIiKqtgYMGAAbGxtERETobRMeHq5zK9PatWthZ2enWfb19YW3tzeWL1+O5s2bw8rKCosXL4ZKpcKsWbPQuHFjtG7dGjExMTr7v3jxInr37g0TExN06tQJiYmJWtszMjLg6emJhg0bonnz5pgwYQLu3Lmj2e7u7o6pU6ciNDQUTZo0wcCBA0s8j6KiIixZsgStW7eGTCZD9+7dsXfvXs12iUSCU6dOYcmSJZBIJAgPDy9xP8XHmzp1KqysrGBtbY2wsDAIgqBps2XLFjg5OcHc3Bw2NjYYO3Ysbt26pdmemJgIiUSCn3/+Gd26dYOJiQlcXFyQnp6udaxjx46hb9++aNCgAeRyOaZNm4a8vDzNdjs7Oyxbtgy+vr6wtLREQEAAHj9+jKlTp6JFixYwMTGBnZ1dqd9fIqobWJQQEVG1JZVKsXz5ckRHR+PatWvPta+DBw/i77//xuHDh7FmzRqEh4djyJAhaNSoEZKTkzF58mRMnjwZOTk5Wv1mzZqFGTNm4MyZM+jduzeGDRuGu3fvAgBu3LiBfv36oXv37khNTcXevXvxzz//YOTIkVr7iIuLQ7169fDbb79hw4YNJcb38ccfIzIyEqtXr8a5c+fg4eGBYcOG4fLly5pjderUCTNmzMCNGzcwc+ZMvedafLzk5GSsW7cOUVFR2LRpk2b748ePsXTpUpw9exa7d+/G1atX4evrq7OfWbNmYfXq1Th58iSaNWuGYcOGQalUAgDS09Ph4eGBt956C+fOncOOHTtw9OhRTJ06VWsfH330ETp37oxTp05hwYIFWLduHfbs2YNvvvkGmZmZ2LJli1YBSUR1lEBERFQNTZw4URg+fLggCILg6uoq+Pn5CYIgCLt27RKe/vW1aNEioVu3blp9o6KiBFtbW6192draCmq1WrOuffv2Qp8+fTTLKpVKMDMzE7Zt2yYIgiBcvXpVACCsWLFC00apVAqtW7cWVq5cKQiCICxYsEAYNGiQ1rFzcnIEAEJmZqYgCILQr18/oXv37gbPt2XLlsKHH36ota5Xr17ClClTNMvdunUTFi1aVOp++vXrJ3To0EEoKirSrJszZ47QoUMHvX1SUlIEAMLDhw8FQRCEQ4cOCQCE7du3a9rcvXtXaNCggbBjxw5BEARhwoQJQmBgoNZ+jhw5IhgZGQkFBQWCIAiCra2t4O3trdUmODhYeOONN7TiIyLiSAkREVV7K1euRFxcHDIyMiq8j06dOsHI6P9/7TVv3hxdunTRLEulUlhbW2vdxgQAbm5umr/Xq1cPTk5OuHDhAgDg1KlTOHToEBo2bKj5cnR0BPBk/kcxJyenUmNTKBT4+++/8eqrr2qtf/XVVzXHKg9XV1ethwG4ubnh8uXLUKvVAIAzZ85g+PDhsLW1hbm5Odzd3QEA2dnZWvt5+twbN26M9u3ba517bGys1rl7eHigqKgIV69e1Xvuvr6+SEtLQ/v27TFt2jTs37+/3OdHRLVPPbEDICIiMqRv377w8PDABx98oHObkZGRkdZ8CQCaW4yeZmxsrLUskUhKXFdUVGQwnuIP/EVFRRg6dChWrlyp06ZFixaav5uZmRnc59P7LSYIQqU/aSwvLw+DBg3CoEGDsGXLFjRt2hTZ2dnw8PAo00T0p8990qRJmDZtmk6bNm3aaP7+7Ln37NkTV69exS+//IIDBw5g5MiRGDBgAL777rvnPDMiqslYlBARUY0QERGBHj16oF27dlrrmzZtips3b2p9gK/Md4ucOHECffv2BQCoVCqcOnVKM2+iZ8+e2LlzJ+zs7FCvXsV/pVpYWKBly5Y4evSo5ljAk4nkzs7OFYr52WUHBwdIpVJcvHgRd+7cwYoVKyCXywEAqampevdTXGDcv38fly5d0owE9ezZE7///jvs7e3LHZ+FhQVGjRqFUaNG4Z133sGbb76Je/fuoXHjxuXeFxHVDrx9i4iIaoSuXbti3LhxiI6O1lrv7u6O27dvY9WqVbhy5Qo++eQT/PLLL5V23E8++QS7du3CxYsXERQUhPv378PPzw8AEBQUhHv37mHMmDFISUnBn3/+if3798PPz09zq1RZzZo1CytXrsSOHTuQmZmJuXPnIi0tDdOnTy93zDk5OQgNDUVmZia2bduG6OhozX7atGmD+vXrIzo6Gn/++Sf27NmDpUuXlrifJUuW4Ndff8X58+fh6+uLJk2awNvbGwAwZ84cHD9+HEFBQUhLS8Ply5exZ88eBAcHlxpbVFQUtm/fjosXL+LSpUv49ttvYWNjAysrq3KfJxHVHixKiIioxli6dKnOrVodOnTAp59+ik8++QTdunVDSkpKqU+mKq8VK1Zg5cqV6NatG44cOYIffvgBTZo0AQC0bNkSv/32G9RqNTw8PNC5c2dMnz4dlpaWWvNXymLatGmYMWMGZsyYgS5dumDv3r3Ys2cPHBwcyh2zj48PCgoK4OzsjKCgIAQHByMwMBDAk5Gl2NhYfPvtt+jYsSNWrFiB1atX6z336dOn45VXXsGNGzewZ88e1K9fH8CTIjEpKQmXL19Gnz590KNHDyxYsEDrtrWSNGzYECtXroSTkxN69eqFrKwsxMfHl/t6EVHtIhGe/elORERENZa7uzu6d++OtWvXVngfiYmJeP3113H//n2OYBDRC8H/liAiIiIiIlGxKCEiIiIiIlHx9i0iIiIiIhIVR0qIiIiIiEhULEqIiIiIiEhULEqIiIiIiEhULEqIiIiIiEhULEqIiIiIiEhULEqIiIiIiEhULEqIiIiIiEhULEqIiIiIiEhULEqIiIiIiEhU/wfLmeg6vjaffgAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<Figure size 800x400 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig, ax = plt.subplots(1, 1, figsize=(8,4) )\n",
|
|
"\n",
|
|
"authors = histogram_data.index.to_numpy()\n",
|
|
"papers = histogram_data.to_numpy()\n",
|
|
"\n",
|
|
"ax.barh(np.arange(len(authors)), papers, align='center')\n",
|
|
"ax.set_yticks(np.arange(len(authors)), labels=authors)\n",
|
|
"ax.invert_yaxis() # labels read top-to-bottom\n",
|
|
"ax.set_xlabel('Number of papers')\n",
|
|
"ax.set_ylabel('Authors')\n",
|
|
"ax.grid()\n",
|
|
"#plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 103,
|
|
"id": "92af3219",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"'improvement the cavitation erosion resistance of al-mg alloys by tig surface remelting'"
|
|
]
|
|
},
|
|
"execution_count": 103,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"\"IMPROVEMENT THE CAVITATION EROSION RESISTANCE OF Al-Mg ALLOYS BY TIG SURFACE REMELTING\".lower()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "5f983f39",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"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": "3.9.13"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|