import numpy as np
import matplotlib.pyplot as plt
## %matplotlib inline表示在行中显示图片,在命令行运行报错
data = np.arange(0,1.1,0.01)
plt.title('lines') ## 添加标题
plt.xlabel('x')## 添加x轴的名称
plt.ylabel('y')## 添加y轴的名称
plt.xlim((0,1))## 确定x轴范围
plt.ylim((0,1))## 确定y轴范围
plt.xticks([0,0.2,0.4,0.6,0.8,1])## 规定x轴刻度
plt.yticks([0,0.2,0.4,0.6,0.8,1])## 确定y轴刻度
plt.plot(data,data**2)## 添加y=x^2曲线
plt.plot(data,data**4)## 添加y=x^4曲线
plt.legend(['y=x^2','y=x^4'])
#plt.savefig('../tmp/y=x^2.png')
plt.show()
 
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QwMA1BKdcEICjm2JITwKFprHv14Kxv2Z/HirT25tP1FfN7VGn75L4R3gE7ucSGoaUGhtbYB9wFr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%0AmwAAAABJRU5ErkJggg==" alt="" />
In [4]:
rad = np.arange(0,np.pi*2,0.01)
p1 = plt.figure(figsize=(8,6),dpi=80)## 确定画布大小 ##第一幅子图
ax1 = p1.add_subplot(2,1,1)## 创建一个两行1列的子图,并开始绘制第一幅
plt.title('lines')## 添加标题
plt.xlabel('x')## 添加x轴的名称
plt.ylabel('y')## 添加y轴的名称
plt.xlim((0,1))## 确定x轴范围
plt.ylim((0,1))## 确定y轴范围
plt.xticks([0,0.2,0.4,0.6,0.8,1])## 规定x轴刻度
plt.yticks([0,0.2,0.4,0.6,0.8,1])## 确定y轴刻度
plt.plot(rad,rad**2)## 添加y=x^2曲线
plt.plot(rad,rad**4)## 添加y=x^4曲线
plt.legend(['y=x^2','y=x^4']) ##第二幅子图
ax2 = p1.add_subplot(2,1,2)## 创开始绘制第2幅
plt.title('sin/cos') ## 添加标题
plt.xlabel('rad')## 添加x轴的名称
plt.ylabel('value')## 添加y轴的名称
plt.xlim((0,np.pi*2))## 确定x轴范围
plt.ylim((-1,1))## 确定y轴范围
plt.xticks([0,np.pi/2,np.pi,np.pi*1.5,np.pi*2])## 规定x轴刻度
plt.yticks([-1,-0.5,0,0.5,1])## 确定y轴刻度
plt.plot(rad,np.sin(rad))## 添加sin曲线
plt.plot(rad,np.cos(rad))## 添加cos曲线
plt.legend(['sin','cos'])
#plt.savefig('../tmp/sincos.png')
plt.show()
 
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DB06FD27t3LrFmz2m3fcgYIjK6uw4cPExgYSHFxMWlpaR3+3HXr1rFz507+/e9/Y7FYqKioIDk5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%0AQUgfAAAAAElFTkSuQmCC" alt="" />
In [15]:
#设置pyplot的动态rc参数

## 原图
x = np.linspace(0, 4*np.pi)## 生成x轴数据
y = np.sin(x)## 生成y轴数据
plt.plot(x,y,label="$sin(x)$")## 绘制sin曲线图
plt.title('sin')
#plt.savefig('../tmp/默认sin曲线.png')
plt.show()
## 修改rc参数后的图
plt.rcParams['lines.linestyle'] = ':'
plt.rcParams['lines.linewidth'] = 3
plt.plot(x,y,label="$sin(x)$")## 绘制三角函数
plt.title('sin')
#plt.savefig('../tmp/修改rc参数后sin曲线.png')
plt.show()
 
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UNdWx/HG3SwW7AxxvDSkQbWF2UE5IkHwJ2rncOUntMpMkKWJoYZcs9HdOPSwE0MNy6dS4SgzUlB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" 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e1K6oX7XtzF0apzLB6Twk1T0kmODrM6pD6rbmwlPiLEq/qu/cX58iqeVmLlcq4am4IxhoX5KWQm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%0AdaGJQSmlVBeaGJRSSnWhiUEppVQX/x8mJMGlNAjjaQAAAABJRU5ErkJggg==" alt="" />
In [16]:
## 无法显示中文标题
plt.plot(x,y,label="$sin(x)$")## 绘制三角函数
plt.title('sin曲线')
#plt.savefig('../tmp/无法显示中文标题sin曲线.png')
plt.show()
 
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DjLlqIK1n/tStJiQ60OSTmJdiUpZbGWNhubCyou3b9ytGdsz/qvfaVsOHyOplYbbx85Z3U4yok0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%0AqpP/D1Qe3qD5V2xsAAAAAElFTkSuQmCC" alt="" />
In [17]:
##设置rc参数显示中文标题
plt.rcParams['font.sans-serif'] = 'SimHei' ## 设置字体为SimHei显示中文
plt.rcParams['axes.unicode_minus'] = False ## 设置正常显示符号
plt.plot(x,y,label="$sin(x)$")## 绘制三角函数
plt.title('sin曲线')
#plt.savefig('../tmp/显示中文标题sin曲线.png')
plt.show()
 
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uHCyUN58IN9nJObxrJpOjLIH2nJ1oHGFgf3v7ObxhYnobYgVt2+iDQv7ahrsjv4ZH85b207xg/O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%0Ajs/DUAdXSBsAAAAASUVORK5CYII=" alt="" />
In [18]:
import numpy as np
import matplotlib.pyplot as plt
plt.rcParams['font.sans-serif'] = 'SimHei' ## 设置中文显示
plt.rcParams['axes.unicode_minus'] = False
data = np.load('F:/Python CODE/data/国民经济核算季度数据.npz')
name = data['columns'] ## 提取其中的columns数组,视为数据的标签
values = data['values']## 提取其中的values数组,数据的存在位置 plt.figure(figsize=(8,7))## 设置画布
plt.scatter(values[:,0],values[:,2], marker='o')## 绘制散点图
plt.xlabel('年份')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(0,70,4),values[range(0,70,4),1],rotation=45)
plt.title('2000-2017年季度生产总值散点图')## 添加图表标题
#plt.savefig('../tmp/2000-2017年季度生产总值散点图.png')
plt.show()
 
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8DJkmYAxwAHAgFcX2CamZmZ1UkR0ZgXkrYFjgKui4h7ykgbTX9/fwwMDBT/xszMzFqQpJUR0T/m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" alt="" />
In [26]:
 
Out[26]:
array([[1, '2000年第一季度', 21329.9, ..., 1235.9, 933.7, 3586.1],
[2, '2000年第二季度', 24043.4, ..., 1124.0, 904.7, 3464.9],
[3, '2000年第三季度', 25712.5, ..., 1170.4, 1070.9, 3518.2],
...,
[67, '2016年第三季度', 190529.5, ..., 15472.5, 12164.1, 37964.1],
[68, '2016年第四季度', 211281.3, ..., 15548.7, 13214.9, 39848.4],
[69, '2017年第一季度', 180682.7, ..., 17213.5, 12393.4, 42443.1]], dtype=object)
In [49]:
plt.figure(figsize=(8,7))## 设置画布
plt.scatter(values[:,0],values[:,3], marker='o',c='red')## 绘制散点1
plt.scatter(values[:,0],values[:,4], marker='D',c='blue')## 绘制散点2
plt.scatter(values[:,0],values[:,5], marker='v',c='yellow')## 绘制散点3
plt.xlabel('年份')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加纵轴标签
plt.xticks(range(0,70,4),values[range(0,70,4),1],rotation=45)
plt.title('2000-2017年各产业季度生产总值散点图')## 添加图表标题
plt.legend(['第一产业','第二产业','第三产业'])## 添加图例
#plt.savefig('../tmp/2000-2017年各产业季度生产总值散点图.png')
plt.show()
 
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30027ZtY3Jykscee4ylS5cyNjbG6Ogo27ZtS1zW5OQk8SZSd911FxdeeOGOx8bHZ+4ge/7553P1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%0AOopVcgAAAABJRU5ErkJggg==" alt="" />
In [48]:
plt.figure(figsize=(8,7))## 设置画布
## 绘制折线图
plt.plot(values[:,0],values[:,2],color = 'c',linestyle = '--')
plt.xlabel('年份')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(0,70,4),values[range(0,70,4),1],rotation=45)
plt.title('2000-2017年季度生产总值折线图')## 添加图表标题
#plt.savefig('../tmp/2000-2017年季度生产总值折线图.png')
plt.show()
 
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vQDgdl+IDBRphAqEBAREUmjDDNWFhWRl5EBQGlmJrmBwORuETCzYjN7yMweMbMHzCzbzH5kZuvM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%0AHMdxmjHuCDiO4zhOM+b/A11oa5cKuq/hAAAAAElFTkSuQmCC" alt="" />
In [47]:
plt.figure(figsize=(8,7))## 设置画布
plt.plot(values[:,0],values[:,2],color = 'k',linestyle = ':',
marker = 'o')## 绘制折线图
plt.rcParams['lines.linewidth'] = 1.5
plt.xlabel('年份')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(0,70,4),values[range(0,70,4),1],rotation=45)
plt.title('2000-2017年季度生产总值点线图')## 添加图表标题
#plt.savefig('../tmp/2000-2017年季度生产总值点线图.png')
plt.show()
 
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3xCz549KS4uBmDLli106dKFzz77rIlrFmj6VERERKQF23nnnXnsscfo0KEDAO3bt2fhwoXsvPPO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%0AM+b/Ab+1d1PeGsiMAAAAAElFTkSuQmCC" alt="" />
In [50]:
#多条折线图
plt.figure(figsize=(8,7))## 设置画布
plt.plot(values[:,0],values[:,3],'bs-',
values[:,0],values[:,4],'ro-.',
values[:,0],values[:,5],'gH--')## 绘制折线图
plt.xlabel('年份')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(0,70,4),values[range(0,70,4),1],rotation=45)
plt.title('2000-2017年各产业季度生产总值折线图')## 添加图表标题
plt.legend(['第一产业','第二产业','第三产业'])
#plt.savefig('../tmp/2000-2017年季度各产业生产总值折线图.png')
plt.show()
 
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IqLi3E4HJSWlgavxFJZWYlzE6klS5Zw5513Vr1WXu69g+y4ceN48cUXee6553jooYfC/i5CCCGO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%0AxsxgnAgYY4wxM5h/ARg8Aod5xLH5AAAAAElFTkSuQmCC" alt="" />
In [51]:
import numpy as np
import matplotlib.pyplot as plt
plt.rcParams['font.sans-serif'] = 'SimHei' ## 设置中文显示
plt.rcParams['axes.unicode_minus'] = False
data = np.load('F:/Python CODE/data/国民经济核算季度数据.npz')
name = data['columns']## 提取其中的columns数组,视为数据的标签
values = data['values']## 提取其中的values数组,数据的存在位置
p = plt.figure(figsize=(12,12)) ##设置画布 ## 子图1
ax1 = p.add_subplot(2,1,1)
plt.scatter(values[:,0],values[:,3], marker='o',c='r')## 绘制散点
plt.scatter(values[:,0],values[:,4], marker='D',c='b')## 绘制散点
plt.scatter(values[:,0],values[:,5], marker='v',c='y')## 绘制散点
plt.ylabel('生产总值(亿元)')## 添加纵轴标签
plt.title('2000-2017年各产业季度生产总值散点图')## 添加图表标题
plt.legend(['第一产业','第二产业','第三产业'])## 添加图例 ## 子图2
ax2 = p.add_subplot(2,1,2)
plt.scatter(values[:,0],values[:,6], marker='o',c='r') ## 绘制散点
plt.scatter(values[:,0],values[:,7], marker='D',c='b') ## 绘制散点
plt.scatter(values[:,0],values[:,8], marker='v',c='y') ## 绘制散点
plt.scatter(values[:,0],values[:,9], marker='8',c='g') ## 绘制散点
plt.scatter(values[:,0],values[:,10], marker='p',c='c') ## 绘制散点
plt.scatter(values[:,0],values[:,11], marker='+',c='m') ## 绘制散点
plt.scatter(values[:,0],values[:,12], marker='s',c='k') ## 绘制散点
plt.scatter(values[:,0],values[:,13], marker='*',c='purple')## 绘制散点
plt.scatter(values[:,0],values[:,14], marker='d',c='brown')## 绘制散点
plt.legend(['农业','工业','建筑','批发','交通','餐饮','金融','房地产','其他'])
plt.xlabel('年份')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加纵轴标签
plt.xticks(range(0,70,4),values[range(0,70,4),1],rotation=45)
#plt.savefig('../tmp/2000-2017年季度各行业生产总值散点子图.png')
plt.show()
 
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L5r1y7e9a53EYvFMLNaDyey3J0333yTXbt2cdxxx9V6OCIiIiKjXkOXo/T19TFx4kQF4HmYGRMn%0ATtR/DERERETKpKGDcKBuA/De3l727t1btuPV6+skIiIiUgsNH4TX2r59+zjjjDMYGBggHo+zf/9+%0AlixZQl9fH729vQwMDIQ+Vjwex90BeO6551ixYsXQY4ODgyP2v/zyy7njjju49dZb+eIXv1jytYiI%0AiIhIOA1dEx4FX/jCF3jnnXeYPn06p5xyCjNmzOCll15i0qRJLFiwgKuvvpqPfOQjoY61YcMGbrrp%0AJtydMWPGALBw4ULMjHg8zvr16xk/fvzQ/kceeSStra20tLQUFOyLiIiISGmUCS/EunUQi0FTU/Bx%0A3bqSDvfEE08wMDBAR0cHH/rQh7j88svp6enhmmuu4WMf+xg33HBD6AAc4Oyzz+bpp5+mr6+PdevW%0A8eSTT3LNNddw7LHH8uyzzzJ+/Hj27dvH+eefD0BzczNNTU1DpSaDg4OcdNJJ9Pf3l3RdIiIiIpKb%0AgvCw1q2DSy+Fl18G9+DjpZeWFIifddZZrFq1iiOPPJKVK1fys5/9jNNPP50JEyZwwgkn8MILL3Dw%0A4EEOHjyY9RgHDx4kHo8P23bJJZfw/PPPJ4a9jmXLluHuxONxJk2axPbt23nxxRdHHGvr1q3MmjWL%0AlpaWoq9JRERERPKzZA1xvWtvb/fu7u5h237+85/zvve9L9wBYrEg8E43cya89FLR47rlllt48MEH%0AaW1t5fXXX+fAgQNMnz6d3t5errrqKnbs2EFXVxfNzc0Znz8wMMAtt9zCZz7zGbq6urj33nt5z3ve%0AM2I/d2fNmjXMnTuXL33pSzQ1NXHgwAGOP/54BgcHeeONN9i3bx8f/OAHWbx4ccZzFfR6iYiIiJRg%0A8+Y2BgZ2j9je3DydefN21WBE4ZjZVndvz7efasLDeuWVwraH9Mtf/pK1a9cyZ84cHnnkEd544w2W%0ALVs2bJ/Ozs5Qx+rr66Orq4vzzjsv536LFi3is5/9LAsXLhzaFo/HeeyxxzRBU0RERCJh4sRz2Lv3%0AbtwPzVsza+aYY84d+ny0BuqgcpTwjj22sO0hTZs2jeuvv54FCxZw/vnnc8stt3DmmWdy5plnMnHi%0AxBGlJrns3buXGTNm5N3v5JNP5sknnxy2rampie7u7mETN0VERERqJRbrxGx4qGo2hpkzDyUnJ048%0AB7PmtH2GB+pRpSA8rBtvhNbW4dtaW4PtJbjiiiv4r//1v3Lsscdy3XXXceWVV/LP//zP3HjjjZx0%0A0kk0NYX7EvX19bFp0yZOPfXUnPv19/dz4MABxo4d+U+Qww8/nMHBQU3MFBERkZpraZnK5MlLh4Js%0As2amTFlKS8uUoX3CBOpRpSA8rCVL4K67ghpws+DjXXcF24v04osvcvHFF9PS0sJ9993HSSedxIED%0ABzh48CAbN27kzjvvDH2stWvXcuGFF2atHU+6//77mT9/PvPnz+fJJ5/kjjvu4B/+4R949NFHh7bf%0Ac889RV+TiIiISLmkBtmZguswgXpUaWJmnUw0fPvtt3n3u98dOnNejHp6vURERGR02LFjOXv23Mm0%0Aacs48cTbRzze37+HLVtmEY/30dQ0ntmze2oahIedmKlMeJ046qijKhqAi4iIiNRCLNbJuHGxrCUm%0AyWw4NI2aLDhUOAg3s8lm9v3E/cPM7FtmtsnMPlWJbSIiIiJSX1papjJnzs6cwXW+QD2KKhaEm9nR%0AwFeBwxOb/grY6u5/APyFmb2rAttEREREpMGECdSjppKZ8IPAYuDXic8XAg8l7v8L0F6BbSIiIiIi%0AkVexINzdf+3uv0rZdDiQ7Kb+FjC5AtuGMbNLzazbzLr37dtXjssaNXp7e9m7d2+thyEiIiIiGVRz%0AJt9vgeRKMEckzl3ubcO4+13u3u7u7ZMmTSrbhfT0lO1Q7Nu3jzPOOIOBgQHi8Tj79+9nyZIl9PX1%0A0dvby8DAQP6DJMTjcZLdbp577jlWrFgx9Njg4OCI/S+//HLuuOMObr31Vq2UKSIiIlJF1Vy2fisw%0AH3gEOAX4QQW2VVxXF6xcCatXQ0dH6cf7whe+wDvvvMP06dM55ZRTmDFjBi+99BKTJk1iwYIFXH31%0A1bzwwgusWbOGlpaWYc/9zW9+w5133snHP/5xADZs2MBNN92EuzNmzBgAFi5ciJkRj8dZv379sBUx%0AjzzySFpbW2lpaSko2BcRERGR0lQzCP8q8F0zWwCcBGwhKCcp57aK6uqCVauC+8mPpQTiTzzxBAMD%0AA3R0dHDHHXfwmc98hptvvplrrrmGr3/961x11VXMnj2bj3zkI1x55ZV5j3f22Wdz9tlnM3fuXB59%0A9FEmT57M448/zgMPPMBXv/pVIMi8L1++nIcffpjm5maampqIx+NAkC3/wAc+wLZt20YE/CIiIiJS%0APhUvR3H3hYmPLwNnAZuAM939YLm3VfI6kgF4b2/weW9v8HlXV/HHPOuss1i1ahVHHnkkK1eu5Gc/%0A+xmnn346EyZM4IQTTuCFF14o6riXXHIJzz//PADr1q1j2bJluDvxeJxJkyaxfft2XnzxxRHP27p1%0AK7NmzVIALiIiIlJhWjEzxAqQ6QF4qtZWuP764jPit9xyCw8++CCtra28/vrrHDhwgOnTp9Pb28tV%0AV13FBRdcEPpYXV1d3HvvvbznPe8Z8Zi7s2bNGubOncuXvvQlmpqaOHDgAMcffzyDg4O88cYb7Nu3%0Ajw9+8IMsXrw44/G1YqaIiIhIbmFXzKxmOcqo1NMT1IBn09sbPL54McyaVfjxf/nLX7J27VrmzJnD%0AI488whtvvMGyZcuKGmtfXx9dXV2cd955OfdbtGgRn/3sZ1m4cOHQtng8zmOPPaYJmiIiIlJxmze3%0AMTCwe8T25ubpzJu3qwYjqj6tc57HrFnBJMzW1syPt7YGjxcTgANMmzaN66+/ngULFnD++edzyy23%0AcOaZZ3LmmWcyceJEDh7MXWXj7kOdT/bu3cuMGTPynvPkk0/mySefHLatqamJ7u7uYRM3RURERCph%0A4sRzMGsets2smWOOObdGI6o+ZcJDSJaapJeklFqKAnDFFVcwY8YMvv3tb3PdddfR1tbGJz7xCbZv%0A386KFSu49dZbufnmmznssMMyPn9gYICbbrqJc889l02bNnHbbbflPF9/fz9NTU0Zj3f44YczODjI%0AwYMHVRcuIiIiFROLdfLaa/eSWhVtNmZULTtfKgXhIaUH4uUIwF988UWuvfZaLrroIu677z4eeOAB%0A3nzzTQ4ePMjGjRu58847Oemkk/jc5z6X91irV6/mwgsvpLm5Oed+999/P3fddddQEJ6aEX/00UcZ%0AHBzkkksu4bLLLiv+wkRERERyaGmZyuTJS9m7927cBzBrZsqUpaNq2flSaWJmgRMNy90nvFzefvtt%0A3v3ud9PUVLkKI03MFBERkXLp79/Dli2ziMf7aGoaz+zZPXURhIedmKma8AJ1dMDOndEKwAGOOuqo%0AigbgIiIiIuWUzIZDU8NlwUFBeFGKnYQpIiIiIofEYp2MGxdrqFrwJNWEi4iIiEjZFNJ+sKVlKnPm%0A7KzW0CJFmfA61dvby969e2s9DBEREWkwaj8YjoLwGtu3bx9nnHEGAwMDxONx9u/fz5IlS+jr66O3%0At5eBgQEOHjxIpgm07j6sj3g8Hh/a77nnnmPFihVDjyV7iae6/PLLueOOO7j11lu1SI+IiIiURSzW%0AidnwELPR2g+GoXKUGvvCF77AO++8w/Tp0znllFOYMWMGL730EpMmTWLBggVcffXVbNmyhUcffXTE%0AxMt4PM4FF1wwFGxv2LCBm266CXdnzJgxACxcuBAzIx6Ps379+mGL8Rx55JG0trbS0tLCwMBA9S5a%0ARERE6pbaD4ajILyGnnjiCQYGBujo6OCOO+7gM5/5DDfffDPXXHMNX//617nqqquYPXs2H/nIR1i5%0AcmXe45199tmcffbZzJ07l0cffZTJkyfz+OOP88ADD/DVr34VCDLvy5cv5+GHH6a5uZmmpibi8TgQ%0AZMs/8IEPsG3bNi3WIyIiIkVLXYxHWfDMFISHVMgkg7DOOussjj/+eF555RVWrlzJxo0bOf3005kw%0AYQInnHACL7zwArNnzwaClS7TA+OBgYGMi/NccsklPP/883z84x9n3bp1XH755bg77s6kSZPYvn07%0AL7744ojnbd26lVmzZikAFxERaUDljHWS2fA9e+5UFjwLBeEhTZx4ztC/VZLKMcngscce48EHH6S1%0AtZXXX3+dAwcOsG3bNnp7e7nqqquG9jv99NNHLDU/ceJENmzYMPR5V1cX9957L+95z3sAWLNmDQCf%0A//zncXfWrFnD3LlzueCCC3jwwQdHjOUb3/gGn/zkJ0u6HhERERmdwsQ6hQTqsVgn+/dvUBY8CwXh%0AIaX+WyWpHP9e+eUvf8natWuZM2cOjzzyCG+88QbLli0bsd+Pf/zjvMfq6+ujq6uL8847L+d+ixYt%0A4rOf/SwLFy4c2haPx3nsscc0QVNERKRBhYl1CklKNnL7wTDUHSWk5L9Vki13yjXJYNq0aVx//fUs%0AWLCA888/n1tuuYUzzzyTM888k4kTJw7Va4exd+9eZsyYkXe/k08+mSeffHLYtqamJrq7u4dN3BQR%0AEZHGESbWUeeT8lEmvACVmGRwxRVXMGPGDL797W9z3XXX0dbWxic+8Qm2b9/OihUreOihh1i9enXG%0A2m8IasVvuOEGPvaxj7Fp0yZuu+22nOfr7++nqalpRGkLwOGHH87g4CAHDx5UXbiIiEgDyhfrqPNJ%0A+SgIL0C5Jxm8+OKLXHvttVx00UXcd999PPDAA7z55pscPHiQjRs3cuedd3LSSSdx4YUX5j3W6tWr%0AufDCC7MG60n3338/d91111AQnpoRf/TRRxkcHOSSSy7hsssuK+naREREZPQJE+uo80l5WKZFYOpR%0Ae3u7d3d3D9v285//nPe9730FHae/fw/bts3ntNM2Repd39tvv8273/3uEb3Ey6mY10tERERGlzCx%0Azo4dy9mz506mTVvGiSfeXuURRpuZbXX39nz7KRNeoKhOMjjqqKNqPQQRERGpA2FiHXU+KV3DB+Hu%0AjpnVehiR1yj/MREREZH8opqUHE0aujvKuHHjePPNNxVg5uHuvPnmm4wbN67WQxERERGpCw2dCW9r%0Aa2PXrl3s27ev1kOJvHHjxtHW1lbrYYiIiIjUhYYOwg877DCOO+64Wg9DRERERBpMQ5ejiIiIiIjU%0AQkNnwkVEREQaxebNbQwM7B6xvbl5OvPm7arBiBqbMuEiIiIiDWDixHOGlqRPMmvmmGPOrdGIwuvp%0AqfUIyk9BuIiIiEgDiMU6MRse+o2GFS+7uuC97w0+1hMF4SIiIiINILkkfTIbbtacdWn6qOjqglWr%0AgvurVtVXIK4gXERERKRBpGbDo54FTwbgvb3B57299RWIKwgXERERaRDJbDg0RToLnh6AJ9VTIG6N%0Aslpke3u7d3d313oYIiIiImVXSOeT/v49bNs2n9NO2xTJILynJ6gBz2fnTpg1q/LjKZSZbXX39nz7%0AKRMuIiIiMsoV0vmkpWUqc+bsjGQADkFgvXo1tLZmfry1NXg8igF4IRSEi4iIiIxyo7XzSTYdHXD9%0A9SMD8dbWYHtHR23GVU4KwkVERERGudHY+SSf9EC8ngJwUBAuIiIiUhdGU+eTsJKBONRXAA4KwkVE%0ARETqwmjpfFKojo5gEmY9BeAAY2s9ABERERHJrpDOJ7FYJ/v3b6iLLHiq0T4JMxNlwkVEREQirJ46%0An8ghyoSLiIiI1EiYLHcs1slrr91L6tIu9VLz3ciUCRcRERGpkTBZ7nrsfCIKwkVERERqJmx/73rs%0AfNLoFISLiIiI1EjYLHe9dj5pZArCRURERGoobJY7Futk3LiYsuB1ompBuJkdbWbfNbNuM7szse1u%0AM3vezK5P2a/obSIiIiKjTdgstzqf1JdqZsI/Caxz93bgXWb2BWCMu88FZpnZCWb258Vuq+J1iIiI%0AiJSVstyNp5pB+JvAyWZ2FDADOA54KPHY94D5wMIStomIiIiMSlHLcvf01HoE9a+aQfhzwEzgCuDn%0AQDOQbIz5FjAZOLyEbSOY2aWJ8pfuffv2lfViRERERMopKoFvVxe8973BR6mcagbhNwDL3P1vge3A%0ARcD4xGNHJMby2xK2jeDud7l7u7u3T5o0qbxXIyIiIlImUQl8u7pg1arg/qpVtR9PPatmEH408H4z%0AGwPMBr7MoTKSU4CXgK0lbBMREREZdaIS+CbH0dsbfN7bq0C8kqq5bH0XcC9BScrzwP8Cvm9m04Cz%0AgTmAl7BNREREZFTJFvgCdHTVDpDLAAAgAElEQVTUbhxJtRpPIzB3r93JzY4GzgL+xd33lrotl/b2%0Adu/u7q7MhYiIiIgUKFvgC9DaCtdfX53At6cnKIXJZ+dOmDWr8uMZ7cxsa6IbYO79ahmEV5OCcBER%0AEammzZvbGBjYPWJ7c/N0pkzZFanANypvCOpB2CBcK2aKiIiIVMDEiecMLUefZNbMMcecy6xZsHp1%0AEOBm0toaPF6tzHNHRxBop4+nGgF4VLrCVJuCcBEREZEKSF2OPil1WfpaBr6ZpI+nGuOISleYWlAQ%0ALiIiIlIByeXok9lws+YRy9LXIvDNJTkeqE4AHoWuMLWimnARERGRAuWq9543b9fQ5/39e9iyZRbx%0AeB9NTeOZPbsn46qYXV2wcmVQghKF2uuensqWwmSqQa/1G5ByUU24iIiISB7F1iPnqvdOlcyGQ9OI%0ALHiqjo5gEmZUAtBqB+DQeH3JFYSLiIhIQyqlHjlfvXf6vuPGxTI+lqoe2/+lv8np6Qky/pm6sECw%0AfeXKxpisqSBcREREGk6p9chh6r1T950zZ2fWLHi9yvQmJ2pdYWpJNeEiIiLSUDZsaKOlZWQ9d3//%0AdD760aCeO0zNd9h670aUWnKSqdZbNeHKhIuIiEgD6eqCJ588h4GB4fXcAwPNPPHEuUNZ2zA132Hr%0AvRtNeoCdqdY7al1hakGZcBEREWkIyeXZJ0zYw9e+NouWlr6hx/r6xnPRRT3s3z+FnTth+vRDWe6k%0ATNnu/v49bNs2n9NO26QgnMJX3oxaV5hyUCZcREREJEWyHrmvbyqPP750KBs+MNDM+vVL6e+fMlSP%0AHLbmu1HrvTMpZtJl1LrCVJOCcBEREWkYyTKIRx7pxD0Ig+LxMTzySOeILG1qB5RsnU9Gq0p0Hyl2%0A0mUjTMLMREG4iIiINJSODrj88qk8+eRS4vEmnnxyKZdfPmVENracNd/VbLmX71yVXCo+vdY7qRFr%0AvvNREC4iIiINp6MDJk/uZM+eGFOmdGYNDsP2+M6lkkFvoeeqxlLxmnQZzthaD0BERESkFlasmEpP%0Az86c5RDJmu9ipQe9ULlgNN+5snUtqcSYksdbuVIBeDYKwkVERKRhVXN59koGvfnOlW+p+EqMqaMD%0AFi+uXs13T8/oqi9XOYqIiIhICTLVYOcLestZBpLvXJ//fO2Wiq9WUFzNkp9yURAuIiIiUqRMwV8x%0ArfqKFeZca9bA1VfX71Lx1ahzrwSVo4iIiEjdCLPcfLlkq8FOturLt2hNOYLesOfq6ICJE+tvqfhq%0AlvyUmzLhIiIiUlWVbNcXZrn5csi3NHs1W/WFPVe9dS2pZslPJSgIFxERkaqpdO1u6gI7SeVeaCds%0A8FfNoDfsuZL7wegOwKtZ8lMpCsJFRESkKqpRuxt2ufliFRr8VTPoDXuuelgqvtjVOaPE3L3WY6iK%0A9vZ27+7urvUwREREGlKm7HGhmeGw9d79/XvYsmUW8XgfTU3jmT27p2xBOGTPhEP2a6pm+7zR1qqv%0AFOX4vio3M9vq7u359lMmXERERCqqXLW7Yeu9y7ncfCbF1HtXMyhulAAcRnedu4JwERERqZhy1u4W%0AUu8di3Uydmxpy83nMpqDv3ozWuvcFYSLiIhIxZSzdreQeu+1a6eyYMFO1q4tbxY81WgN/urRaKxz%0AV024iIiIVFy+2t1y1nunnqsaGepGqsGW/FQTLiIiIpGRr3yjXPXe+fp3V4ICcCmGgnARERGpilzl%0AG+Wo9x7ti7dIY1EQLiIiIlWTrXa31Hrveli8RRqLgnAREZE6F4XAc/PmNjZuNDZuNF55xYbub97c%0ANrRPajY8WxY824I/9bB4izQWBeEiIiJ1rNLLxIcVpua71HrvYvp3i9SKgnAREZE6VY1l4sMKW/Md%0Ai3Uyblzx9d7q3y2jhYJwERGROlSLLiG5hK35bmmZypw5O4dtL7TeW/27ZTTIG4Sb2RFm9jdm9lUz%0Auydx+2g1BiciIiKFi2qXkDA135kUU+89GhdvkcaSMwg3s+OBfwS+6e6XuPungOVAu5mtqcL4RERE%0ApABR7hKSr+Y7l2LqvTUJU6IsXyb8U8Cn3P2nyQ3u3ufuNwL/bmYfqOjoREREpCC17hKSL7jPVvMd%0Ahuq9pZ7kDMLdfaW7/zrLY/e4+08qMywREREpVq26hITpxJKp5rsQqveWelH0xEwzW2JmR5VzMCIi%0AIlIelcga58pyV7MTi+q9oyEK/edHs3w14S0p9x9OuT8W+D3gnsoNTUREREpRzqxxrix3LTqxqN67%0AtqLSf340y5cJ35Byf3ryjrsPuvtKoLj/JYmIiEhVlCNrnCvLHdVOLPUqCtnnKPWfH83G5nn8QMr9%0AY8zsL1M/B7LMvRYREZGoKCVrnC3LDbB4cdBp5aGH2pg0afeI5+7bN50LLtjF4sXKXJdDV1fweq9e%0AXbtSnFzfDyoPKky+TLin7TsOGJ+4/Qa4rELjEhERkRrLl+V+8MEgIPzhD89hYGD4kvQDA81s2XJu%0ARTuxNJIoZJ/1X4/yMnfP/qDZE+5+VuL+j4BFwOvu/p9VGl/ZtLe3e3d3d62HISIiMir09AQ1v/ns%0A3Anf+MYe3v/+WbS09A1t7+8fz09/2sOKFapcLVWm4Lfa7RkL+X5o9DddZrbV3dvz7ZevHCU1Qp8C%0ArAXazGw/0OHuW4sY2FeAx939W2Z2N3AS8B13X5V4vOhtIiIiUh7JfuMnnNDGMceMLDV5443p/Md/%0A7GLWLFixYioPPLCUCRPuprl5gIGBZvbvX1o3AXhPT+0Cy3zZZ6hOIJ78fsg0Fjj0pqDRA/BC5CtH%0AaUm53+Pui9z9Q8DVwD1m9l8KOZmZLQCmJALwPwfGuPtcYJaZnVDKtkLGISIiUi8qOVGvowMGBzOX%0AmgwOnjss+Fu0qJMxY4KwYsyYMSxaVPhiPFFUyy4gUVv9tFb95+tVviB8ccr9oZ/AxAqaZwP/08zG%0AhDmRmR0G/D3wkpmdCywEHko8/D1gfonbREREGko1AsTU4DopU5Dd0jKVtrZgSfoZMwpbkj6qal2H%0AXevVTzPRqqXlk7Mcxd33ptxvT3vsVTP7sLsfDHmuvwT+Hfg74K+Ay4G7E4+9BXwQOBzYXeS2Eczs%0AUuBSgGOPPTbkMEVERKIvPUCEwgOhzZvbGBgYWWrS3DydefN2AYeC692776apaYB4vDlrkB2LdbJ/%0A/4ailqSPmqh0AUmeq9Y14ZnGtHKlAvBSFLVippm1mtkfAm8U8LTTgLsSgf39wL8QdFkBOCIxlt+W%0AsG0Ed7/L3dvdvX3SpEkFDFVERCS6yrU4zsSJ52A2vNTErJljjjl32LZYrJOxY4M/tWPHjskaZJe6%0AJH1URK0LSBSzz1q1tHR5g3AzOzHD5lnAFcA3CzjXi4nnAbQDMQ6VkZwCvARsLWGbiIhI3StngBiL%0AdWI2PBQwGxlkt7RMZfLkoNRkypT6KDXJJmp12EnlXP20XDQJszQ5WxQCmNkB4K/d/bYMj21293mh%0ATmT2LoJl7icDhwEXAo8BTxHUl88h6Mby/WK2ufuvcp1fLQpFRGQ0Su3MUUibuL1785eaAOzYsZy9%0Ae+/GfQCzZqZO/TQnnnj7iOf19+9h27b5nHbaproOwiH7Gx2ofRa6lp1aJJywLQrDlKP8AphhZt80%0As2lpj4VeMdPdf+Pu57v7h919rru/TDDB8gfAH7n7r9z918VuCzsOERGR0SJ94mUhE/UKKTVJZsMz%0AZcGT6qXUJIwodwFRAF4/wgTh/e7+BeDLwINm1mFmhyces1JO7u773f2htAmgRW8TERGJilLLFbJ1%0A5ggbIKrUpDRRrMOW+pIzCLfgp3csgLtvAT4MvA48bWbfBN6s+AhFRERGmVJbB+abeBkmQEwG18ls%0AuFlz1iA7Futk3LhYZLqaVLveOpso1mFL/ci3bP1ngZfd/VsZHnuPu79eycGVk2rCRUSkGlID6GKy%0Ap4XUI3d1BZMEV6/OfI7+/j1s2TKLeLyPpqbxzJ7dE/lMd75rqgXVYUshwtaEZw3CzcyAy4BPEvTl%0AHkjckpqAce5+aunDrTwF4SIiUmmZAuhCAvFCJl6mTtbMFSDu2LGcPXvuZNq0ZRknXEZJqW9gRKKg%0A5ImZHvhKYmn46wg6mtwP/IG7z3P3OaMlABcREam0crQOLGaFxHwZ2qiVmmRTrt7nIqNF3haFQzua%0AtRK0FfxqAatkRoYy4SIiUinFZLBzKTWjPtpEuSWgSKHK2aIQAHfvdfd7RmMALiIiUknFZLBzaaTO%0AHFFdHEek0sbmetDMbgJudPe3Mzy2HHjO3X9SqcGJiIiMFskAuVwZ7OT+K1eOfP7mzeEW4hkNkm9g%0A8mXCNTFS6k2+TPhtwD+Y2ZzkBjN7l5mtBqYqABcRETmk3Bnsjo6ghCX9+WEX4hktorw4jkil5MyE%0Au/srZvZJ4PJE5vsAMAisc/d/qcYARURERpNcGexiZMoAx2KdvPbavaRO68q12uVokP6fBAXgUu9y%0ABuEA7v4OsKYKYxEREakLHR2weHHlSiiSC/Hs3Xs37gM5F+IJKwq9sMv9BkYkykJ3Rxnt1B1FRERG%0AizA13+VciCdqC+RE4Q2BSLHK3h1FREREqiNMzXcyGw5NJWXBk+0BITp9uRWASyNQEC4iIhIxsVgn%0AZsP/RGeq+S51IR4tkCNSO3lrwkVERKR8wpSahK35bmmZypw5O4saR74VPiEapSki9UqZcBERkSoK%0A214wNRte7s4nWiBHpPZyBuFm1mRmh+d47ILKDEtERKQ+hS01KVfNdyblXuFTRAqXrxwlBvyFmf0r%0AcHTaYwZ8EnioAuMSERGpS4W0F4zFOtm/f0NF+n+Xe4VPESlMviB8EDgIdALfByYDHwb+DfgPoDH6%0AG4qIiJRR6mI7uUpNSqn5DkML5IjUTtZyFDMbC6wC5gNTge8QBOKvAT8Evl2NAYqIiERNqbXSlSw1%0AKVRyyXhQAC5STfky4d8HzmR4sO5pH0VERBpGroVtwnQ+SapkqUmhKr3Cp4iMlDUId/dBM/secCQw%0ACbgNGE+QFZ8KXAS8Xo1BioiIREH6wjYwPBCfOPGcoVrvpEydT6DypSaFUgAuUl35WhQeC/zI3c9w%0A99nu/gF3n+Tu7wPmAYdVfogiIiK1F2Zhm7CdT0REsmbCzawFWAn0mdkZGXZpAkb+z01ERGQU6+kZ%0AmRUOu7BNIZ1PRKSxZc2Eu3u/u58NXA3MAj4ObAT+OXF7BLi3CmMUEREJpdQJk11d8N73Ds9uF7qw%0ATSGL7GgxHJHGlXfFTHfvcfcLgb8BXnH3rYlbt7tvqvwQRURE8ssUQBf6/NR67+RxCl3YJmznk1LH%0AKyKjW+hl6939EXffnvzczE6tzJBEREQKky2ALvT52eq9k2380gPxbH21Y7FOxo2LZc2ClzpeERn9%0A8rUoBIIl6t09bsH/1xy4C3gV+FElByciIpJPtgAawvW8DlvvXcjCNrk6n5Q6XhGpDzkz4WaW7H7y%0Ahpk9DbwAtBEs1vOymS2p8PhERESyyhdA58swF1rvXerCNqWOV0Tqh7lnX3PHzNYBbwG/5+5nmNkz%0A7v5HicdmAhvc/XerM9TStLe3e3d3d62HISIiZdLTE9RU57NzZ+4e2NkCY8ie7c7UQaVa4xWRaDOz%0Are7enm+/nJlwd18CPJC6yczebWb3EATne0obpoiISHEKnTCZTdh6782b29i40di40XjlFRu6v3lz%0AW1XHKyL1IUx3lNQOKAZcANzn7r9BS9eLiEgNFTphMuxxMj1/4sRzMGse9rxsq2FWerwiMvrlqwmf%0AY2bfSNnkwDeAj5jZF4EQ/1gTERGpnDABdCHHgewdT8qxGma5xisio1u+TPgxwGeA9yVKUI4Bfgs8%0AAzwGLKjs8ERERPIrdcJk6nF27sze8WTy5KVD2fBSVsMs13hFZPTKOTFzaCez6cAAQdDeT1An3gd8%0A2d1/UNERlokmZoqI1L9iJkxCUO89MLB7xPbm5unMm7dr6PP+/j1s2TKLeLyPpqbxzJ7dU9KS9MWO%0AV0SiqywTM5Pcfbe773P319z9bXf/E+Ay4JVSByoiIlIuxQa0Yeu9w66GGZYCcJHGlXexHjNrcfd+%0AMzPgdHffAuDu6owiIiKRFybLHYt18tpr95L6z+Fs9d6xWCf7928ouBZcRCRVvomZY4D1AB7Urayp%0AxqBERETKJUyWu5B67+RqmKVmwUWkseXrE36QoDf4vWY2G7UkFBGRUSZsV5PU/YrpeiIiUogwNeEG%0APAh8tsJjERERySq5dHyhwma5y13vLSKSS9Yg3Mwmm9l9wAF3X+/un6ziuEREZBQoNjAuVFdXsOR7%0AV1dxzw+b5Y7FOhk3LqYsuIhUXK5M+K+B+wDM7BgzC78kmIiI1L1SA+NCzrNqVXB/1aqR50tdTj71%0AlrqcfNgst+q9RaRasgbh7v6Ou3+PoIPK/wX0G0lERID8gXG5z9PbG3ze2zvyfGHbCyrLLSJREqYm%0A3N39D9z9TmCymS0ys3Yzy9veUERE6k+YwLgS50lKP1/YiZfKcotIlORrUWjATSmb7gVOAT4N/JuZ%0Arazg2EREJGLCBsaFSq8t7+mBlStHnif1fCtXBvsV0l6wWjXsIiL55GtR6O6+PuXzL7v7F919GTAb%0AiJvZuws5YWLC57bE/bvN7Hkzuz7l8aK3iYhI5RQSGBciU235rFmwejW0tmZ+Tmtr8HhyxckwEy+r%0AVcMuIhJGqGXrzezSDJsHgLPd/dcFnnMNMN7M/hwY4+5zgVlmdkIp2wocg4iI5JEeTBcaGIeRq7a8%0AowOuv37k+Vpbg+0dHYe25Zt4Wa0adhGRsEIF4cAnIVhB08y+C0ML+QwUcjIzOwP4T2AvsBB4KPHQ%0A94D5JW4TEZEC5MpYZ8saFxIY5xOmtjz9fLnOk23iZbVq2EVEChE2CB+EocB7fMr20CtoWlCs1wlc%0Am9h0OLA7cf8tYHKJ2zKd81Iz6zaz7n379oUdqohI3ctVmpEva1xIYJzr/GFry5Png9znyTTxslI1%0A7CIipcrZ4cTMPkUQgE82s78kWD0z9X4hrgW+4u5vB/M9+S2HAvojCN4QlLJtBHe/C7gLoL29PfQb%0ABhGRepYeZMOhwDZb1jh1n9T7K1cWHoAna8uzSdaWL14Me/e2MTCwm7lz4Zlngsc3boTm5unMm7er%0AbOcppIRGRKQc8mXCJwBHA4cBRyVuqfcLcSZwuZltBE4F/guHykhOAV4CtpawTURE8shVmlFo1rij%0AA3buLCwAh8Jqy8P2AC/1PCIi1Wbu+RPEZvaMu/9R4v7T7n5G4v733P2PCz5pEIifA3wfeAo4G5hD%0AUN5S1DZ3/1Wuc7a3t3t3d3ehQxURiZyenuICx2xBNsC4cdDXl/8YO3eWL2jdsKGNlpbdI7b390/n%0Aox/dlbi/hy1bZhGPHxpcU9N4Zs/uCd3vO9N1F1NCIyIShpltdff2fPvl6xP+cTNbTVDygQX9n8aV%0AOjh3X5joqrIQ+AHwR+7+q1K2lTomEZHRoNg2e/naCyYD8HFZfsNXImsci51DPD48yx2PN3PccYey%0A3IX0AM+mHDXsIiLlljMTbmaTgI8AFwFjgBuAf3P3eCIgf9rdF1ZjoKVSJlxERrvUjG45J0PCoeNB%0AebLGmzcHtdzpUmu5w2a5U/crNAueqqsreCOyerUCcBGpnLJkwt19n7s/4O7nEHQ2aXX3eOKxOHB1%0AWUYrIiI5laPNXpj2guXKGoep5Q6b5c7XAzysYmvYRUQqIVRNeD1QJlxERqswGexiM+LZnp8ra1yL%0ALHd//x62bZvPaadtKjoIFxGphrJkwkVEpLYqsVR8mL7bubLGtchyZ+oBLiIymikIFxGJsEq12QtT%0AmpHtmLFYJ8G0oEPMxoxYqTJ1v0yPp+6XaaVLEZF6piBcRCTiyrlUfKpiO50oyy0iUjoF4SIio0DU%0A2uwpyy0iUhoF4SIio0SYWu5qUZZbRKQ06o4iIjLKFLtiZhhhOp8kqWOJiMhIYbujjK3GYEREJJww%0AAXa2x8ME0Pn2mTjxHPbuvRv3gaHH0jufJCWz3PlU8k2DiMhopXIUEZGIKHZJ+qQwrQPz7RO280lY%0ApV6TiEi9UhAuIhIByQV0oPCVMJPCBND59gnb+SSMclyTiEi9UhAuIlJj5ViSHsIF0GH2Cdv5pBrX%0AJCJSrxSEi4hUSaZVLbMtSV9s0BqLdTI4GPxqHxzMHEDnC7LDdj7JptzXJCJSj9QdRUSkCrq6guXl%0AV68+1Fqwpyeol85n507Yuzdc15KuLnjrreWcffadfPe7y5g48faMrQx37FjOnj13Mm3aMk488fYR%0Ajxfb+aSQa9JkTRGpR2G7oygTLiISQqYsdljZaqMLWZI+zKTL5HnuuaeTPXti3HNPZ9bMc75FdIrt%0A713INYmINDIF4SIieZTS4SNfbXTYJenzTahMPc9bb03l4ot3sn//lKwlIJVcRCfsNYmINDIF4SIi%0AOZTS4SNsbXSYJelzTajs6QlKXdLPk3q+lStLy+YXKsw1iYg0MgXhIiJZlNLho9DAOMyS9NkmVEa1%0ABCTMNYmINCoF4SIiGZTa4aOYwLijI5iwmC1YzdW1JKolIPmuSUSkUak7iohImnJ2+MgUzJcSGOfr%0AWpJ6vloH4CIijUjdUUREilTO8o5y10bnm1CpEhARkdFhbK0HICISRcngtRxZ7OS+K1dmfu7mzeF6%0AgBdyvsWL1QZQRCTKFISLiGSRHogXE4AnA+y5c+GZZ4JtGzcOD7AnTjyHvXvvxn1g6HnpPcALpQBc%0ARCTaFISLSMPr6cketObKYofJYIcJsGOxTl577V5Sp+hkWk5eRETqh2rCRaShhVmIJ1uHjzCrWOZb%0AZAdy9wAXEZH6pCBcRBpWIQvxZMqUlzPAztYDXERE6pOCcBFpSKUsxJNUzgA7Vw9wERGpPwrCRSSS%0AyrXEeqbjlLoQT6pYrJPBweBX6eBgaQF2LNbJuHExZcFFRBqAgnARiZwwddrFHqfQ5eTzWbt2KuvX%0ALyUeb+Lxx5eydm3xAXa+HuAiIlI/1B1FRCIlvU4biltwJttxkgvxZMqEw6E2hGFa/CXPMW5cJ6ee%0AuoF77umkvz/zmJMBtoiICCgIF5EIyVanDYUF4vmOU46FeFLP0ds7lYsvPhRgl/LmQUREGoPKUUQk%0AEspVpx32OKUsJ1/ukhYREWk85qmrQ9Sx9vZ27+7urvUwRCSDnp6gdjufnTtzl4kUc5yuriBgXr26%0AsOXkn312V96SFmXCRUQaj5ltdff2fPspEy4iNZes005mpdO1tgaP56vTLuY42RbigdyL8aRn0lPP%0AoQBcRETyURAuIlWXqUyjXEFtMcfJFtznW4ynlJIWERFpbArCRaSqcrUfLFdQW67jhFmMJ3kuUAAu%0AIiLhKQgXkaoJs0x8uYLach0nzGqXuUpaRESkBOvWQSwGTU3Bx3Xraj2istHETBGpikxdS3JlqHt6%0AMpeJ5JosOW/ertDHKcSOHcvZs+dOpk1bxokn3l7awUREomzdOrjuOnjlFTj2WLjxRliypHZjufTS%0AkX847rqrdmMKIezETAXhIjKkHAFrpuNkaxsIhZeK7NixnL1778Z9YGibWTNTp356KEAOE6gXEsz3%0A9+9h27b5nHbaJq1mKSL1K2pBbywGL788cvvMmfDSS9UeTWjqjiIiBanUUvHl7qmdb7Ik5O5qUsg+%0ASVpOXkQawnXXZV5k4brrajOeV14pbPsooyBcRELVahd7nHK1H0xqaZnKq68uZWAgCKAHBpp59dXh%0AkyXDBOph9hERqYqo1D1HLeg99tjCto8yCsJFGly2Jd4LDcRzHaecPbW7umDFik7cg19f8fgYVqzo%0AHDbeMF1NwuwjIlJxyRKQl18G9+DjpZfWJhCPWtB7442Z/3DceGNtxlNmCsJFGlg1l4ovR9vA5Hl2%0A757K448vJR5vYv36pezePWXEeMN0NQmzj4jUqahkn6NUAhK1oHfJkqAefeZMMAs+RnxSZiE0MVOk%0AQaRPlqzVUvHFLhM/ZcquYeeZMGEPt946n7/6q03s338oe5063jBdTdT5RKQBRWkCYlNTkAFPZwbx%0AeHXHAtHqjjJKRW5ippkdaWaPm9n3zOybZtZsZneb2fNmdn3KfkVvE5HMMk26rNVS8cUuE59+nrfe%0AmsrFF+8cCsAzjTcW62TcuFjODHeYfUSkzkQp+xy1EpAlS4LOI/F48FEBeMWMreK5lgBr3f0JM/s/%0AwIXAGHefa2b3mNkJwPuL3ebu/1HFaxEZNdInS8KhADj5MV//7nzt/MIeJynXMvGvvXbvsKRQ+jLx%0AhZwn2dUklzD7iEididIExBtvzJyVr5O6Z8muaplwd/+Kuz+R+HQScDHwUOLz7wHzgYUlbBORNGEm%0AXYap1Q7Tzq8cNd+FLBNf6pL0ItLAopR9rvO6Z8mu6hMzzWwucDTw/4Bkau0tYDJweAnbMp3rUjPr%0ANrPuffv2lflKRMojbH/sQo9RyKTLfEu8h2nnt3lzG3PnGt/5jvHMM8HHuXONzZvbhh7fuNFG3JKP%0AZzpXrmXiy7EkvYhUWVQmQ0ZxAqJKQBpOVYNwM5sA3AZ8CvgtMD7x0BGJsZSybQR3v8vd2929fdKk%0ASeW9GJEyKMcCOZmOUcwCOblqtZMZ6ng8yFDH4yMz1Pmy5WEXx0meC5pytgzMNV4RiaAoteJT9jka%0AovKmrEaqOTGzGXgY6HD3l4GtHCojOQV4qcRtIqNKORbIyXaMYidd5pqE+a1vdXLgQPAr48CBMTz2%0A2PAMdb5seSGL44SdLBl2gR8RiYAoTYaExs0+RyXwjdKbslpx96rcgMuA/cDGxO0S4MfAWuDnwJHA%0Au4vdlu/8v//7v+8iUbF6tXtrq3vwmye4tbYG28t5jDD7bNo03Z95hhG3TZumjzjOlVde5k891eRX%0AXrk843i3b7/MN25s9meewTdubPYdO5YX9LiI1DGz4b+MkjezWo+ssu6/333mzOA6Z84MPq/lWDL9%0AUajFmGbOzPz9MHNm9VdbLNMAACAASURBVMdSZkC3h4mNw+xUqRtBbfgFwJRybMt1UxAuUZEpMC40%0AEC/kGKn75guck7fUADn1+RMmvOr33z/Ljz56T8bj9fW96s8+O86feQZ/9tnx3te3Z9i58j0uInWs%0AjoOurKIU9LpH62tQx2/KwgbhWqxHpIIqsUBOMcfItUBOf/8etmyZRTzeN7StqWk8s2f3sHv3lILP%0AlW/xGy2OI9KgorRATrXEYkGZRbqZM4MSmGqL0sJAUXttyihyi/WINJpSF8jJ1k1k7942Vq+Ghx9u%0A45lnbMTt4YfbRtR7h5l0maktYDG15fnqubU4jkgVRaX+F6o7GTIq1x2lfuQQrdaMUetQUwMKwqXh%0AlKMlYL7j5Jp0md7nOim933WubiIdHTA4eA4DA8MfHxhoZnDw3GGL7CSD91deKa4tYNjxJiUXv8nW%0A1STf4yJSJlGc+FaNyZBRuu4oBb0QrcBXHWoUhEtjKUdLwHzHKdcCOfm6iSxa1MmYMcMfHzNmDIsW%0AHQqgy9UWUAvkiIxCUetGUi1Ruu4oBb0QvcC3UTvUJCgIl4ZRjpaA+Y4TdoGcfAvbQBAYv/rq0qFs%0A98BAM6++eihAbmmZSlvb8N7dM2YMD6DL2RZQC+SIjDJRK4Wolihdd9SC3uSYGjjwjRIF4dIQwmSn%0ASz1OIQvkhMlQd3XBihWduAc/pvH4GFas6Bw25lisk7Fjg8fHjh0ZXIdZBj5133xlIlogR2QUqXYp%0ARFTqsKNWAqKgV7JQEC5VUa467GLOVUh2Otey6vmO8+CD4Scx5stQJ8+1e/dUHn98KfF4E+vXL2X3%0A7inDxhxmdckwy8AXQgvkiOQRlWC0mqUQUarDjloJiEg2YfoY1sNNfcJrZ/XqoPVnIQvRlOtcO3dm%0AbkOaftu5M3e/7EKOE3YhnmwL16SfK703d+q53IPe288/Pytnz+3t2y/zZ55p0uI4IpVWzb7QYRaB%0AqdZCMVHqP+0erQVypOGgPuHDNWKf8PQe1bWQmj0ux2S+XNeU7VzZMtgwfL9c/bJbWqbQ1QUnnNDG%0AMcfsHnGcN96Yzn/8xy46OoKM+sDAyH2am6czb96uoc9Tz5d6nvRryTXmsPr797Bt23xOO22TupKI%0AVFK1eh9Hred2lPpPi9SY+oQ3uHJ1AQkjW6lJueqwU49XTEeSjg74xjcy99T+xjfahoLZZGlH6kTH%0A1BKPsG0By9GRpNC2gPmoLaBIlVRrUmCUOoBA9OqwRUYBBeF1qFxdQCB/LXe2wDhsHXZYpXYkicXO%0AGQquk+LxZo47bnhg/K1vdXLgQPBjceDAGB57bHj9dJi2gOXqSKK2gCKjULWC0Sh1AAHVYctIUZkb%0AEWVhalbq4VZvNeHJeuB0YeuRw8hXy516rtRzFFI/vWnT9GE12Mnbpk3TQ11T2HP94hev+rPPjht2%0AjmefHT+sjjp5niuvvMyfeqrJr7xyedZa7qeeCmq5n3qqOWOddbZ672JUs6ZeREpUrZrwqNVgu6sO%0AWw6p5tyICCJkTXjNg+Nq3eopCM8WlGUKVosNxLMF2LnOlbpf2LHkmgyZPM7DD2cO1B9+eLqvXh1u%0An/RzpQfGqeNNnwiZfv19fYcC+vRAvpB9CpHtTZeIJEQpAKzGWBo8yJEsovJzEMU3iVUUNgjXxMwI%0AKmbyYU9PUBaSz86d+SdrZirvKGai44YNbbS0jJyg2N8/nY9+dFfifvbJkLt3T+G974Urr1zOn/7p%0A3TQ3DwztMzDQzHe/+2luueV2du6EH/5wORMmjNznrbc+zYUX3j7iXKkTIYt57XbsWM6ePXcybdoy%0ATjzx9oz7h9lHRMqgmpMU160L6q5feSUoMbnxxtr1fY7SWKT2ojRZt8En6mpi5ihV7OTDWbPC96jO%0Ad/5c9dWf/3z4BWnC1GHnmgyZvKZHHjm0YM2h44zhkUc6h64pTK12tomQxbx2+VaXDLuPyKgVpXrP%0Aak1SjFIvbNAiMFHQiD8HYWiibijKhEdIrnZ+YbPP+bLYkL2F3pgx0/nwh3fx0ENtTJo08vF9+6Zz%0AwQW7uPpqmDMnf6u+fC3/ktas2cP73z+LlpY++vvH89Of9rBixaHHu7rgrbeWc9ZZQaZ7YKCZ733v%0A00ycePuwSYo7dixn9+67aWoaIB5vpq3t0yMy0Lla9YV57USEaGXcoHpZt2q1H5TRoVF/DsKI2mtT%0AZcqEjzLlWg49TEeNbC30Jk8+l9Wr4Yc/zNyGb8uW4PE1a8K16guzZHpXF9xww6FVIR9/fCk33DBl%0A2H8COjpg8uRD2XD3MUyZ0jkiMM63hHtyTNla9akbiUhIUcq4QeN2JGlUUck+N+rPQRhLlgQB98yZ%0AwZuAmTMbJgAvhILwCCjncuibN7cxd67xne8EfbC/8x1j7txDS69DEKwODg7/0g8OBkFresCblB74%0Ahin/SJ4r25Lpqdd9332d7NkT45/+qTNjG8MVK6ayf38QqO/fv3RYpjwpzBLu+SQDcVAALhEUleAj%0AasFotdrjRSnIaVRRKglq1J+DsFQulZeC8CpL77sdNsu9eHG4xVvCLBSzdu1U1q9fOpTJHhho5vHH%0Al7J2bRC0JgPe1MfTA9+Wlqm0tQ2v5Z4xY2Tgmy0wTr/ut96aysUX72T//inDrjv19Vq0qJPm5tiI%0AQD9VOeqwOzqCSZgKwCVSohR8VDsYzffmo1pZt6gFOdUUlTeAUco+R+1NmbLPo45qwqsg3zLm5VwO%0APczS66tWwbhxe/ja14I67L6+8Vx0UQ/9/VOGLeH+3HOzGDOmj4MHxzN/fs+IADvXsuvp+2Wqwy73%0A0uwida2a9cj5um5UuxtJlGpLG7EjSZS+Bqp7llFANeERMnFi5i4hyex0OZdDz1WHnZp9fuutQ3XY%0A69cvZf/+KcOyz8lMNzRlzHCnnitf+Ue2OuxyL80uUteq9a/vMBn3ambcopT5hOr+i13Z55GilH1W%0A5llKpCC8ClKXQk9KXxK9nMuhZ6vDTm/Fl1qHDSNb8VWjDZ8mQ4qEVK3gI2zAVa1gNGp1t9USpfKj%0AKH0NolYS1Kh1z1F5gzjKKQivsNTuH+k12KldQMLUWIfpNpK6X6YMdWrQm1qHnSn4zdVJpJB98tFk%0ASIm0qPyxqVbwEaWAC6KV+awmZZ8zU/a59qL0BjF1TFH4PV2oMMtq1sOtFsvW79x5aKXWCRNe9fXr%0Ag2XMH398/NCS6HBoSfJyLofe1/eqP//8rKyP51uWvha0NLtETjWXBg+z3HQ1lqSO2nLTjbo8u1nm%0Ar4NZ9cfSqF8DyUy/I/Ii5LL1NQ+Oq3WrRRDuPjzYvfLKy/ypp5r8yiuXZw1+t2+/zJ95psl37Fie%0A9Zhh9gk7NohGAC41Vo3gbjSOpVp/bKL0RyRKY0kdUzW+Jxrxey+sKL02jSoqX4MovUF0j97PiisI%0Aj0wQ7n4oEJ8w4VW///5ZfvTRe7Jmn/NlsMPuE5ayzxKpoCtKY3Gv3h+bqP0Ricof+2qK2vde1MbT%0AqKLysxCl74eo/b6K2psCVxAeqSDcPZrlHyLuHq1fqNUeS74/sNUaTwT/iFRNVIKcKP0cJEXltamm%0AKF2zAt/MovS6uEfrtUlQEB6xINxd5R8SUVEKAKs5ljB/SKr1xyZqbz6qJUp/zKP0c1Bt+n7ILErB%0AXdS+P6PyPZMcS5S+b1xBeCSDcHeVf0iKqNS5VvMPTZTGEvZc1fg6VXsCaFT+YEUpyInSWKpJ3w/Z%0ARSnwjdprEzVRelPgCsIjG4Q3nCj9YERtLNX4wxelbG+UxuIerT+w7tX7/ozSH/MofQ2iFIxWk74f%0AsovSa9Oo35+jlILwRg7CoxJsRumXRpTG4l69X+5RyvZGaSyFjKccovIz6R6tQCdKQY57db9OUfme%0A0PdDdlH7uxGV7xnJS0F4owbhUfqlEaVfqFGrua3WH74o/YGN0ljco/UfgGqK0s9l1F6baonSdev7%0AIf+YFPhKgRSEN2oQHqVfqNUOunL9sozahL+oZcKrIWpvhMLuU6oofQ3coxfoRGVuRDVF6XuiUb8f%0ARCpIQXijBuHVDjajMsku3x+SqE34q9csbK7viUadfBilN6OF7FOtsVRDlL4f3KP5X6EofJ1E6oSC%0A8HoNwqMS+EZtkl2+647ihL9y/OGLWsAV5nui3uq9ozSWKAWbURpLlL4fojgekf+fvTuPj6q+9z/+%0A+mSDBBArILgB4lKw4gKx4lKNFkULcpVypb0o2KvigrX+0F4FUVsrS6+gV21dQBQXLFoXLuKGWHGr%0AXE1Q0RZbNYJiWQKyhQAhyff3xyQxhCRzZubMmTOT9/PxyCOTM2fOfM8hxne++ZzvR3ylEJ6JITxM%0AwTdsN9l5Cb6ZFgDDFHKcC1ewCNNMY5h+GQ1SmMYSpu8H58L3366I+EohPB1DuF+z3EHMsIbtT+xh%0AWukibL8IBSVMQSdM3w9e9/FDmP4NwjSWsP234pxKQEQymEJ4uoVwL8EtqP+phenGQq/jCVuNdRD/%0Ag9UvQqn/RShsM5phCpthGkvY/p1EJKMphKdbCPfyP6wwragRxj+xZ+JKFy2dk34Ravl9MvH7IZow%0Ahc0wjaVuPJp5FpEAKISnWwj3WtMcxP/Ugryx0MtxwrTiS5iWOtQvQqkPvmEquagTprAZprGIiARE%0AITxsITxM9d7RjhO2GdYw3egY5LXx+hcJ1Rqnbixh+oVARERCQSE8TCE8TH/K9/JeYZthDdONjkFe%0AG4XN8I8lbCUXIiKScgrhYQrhYfpTvtfxhG2GNUw3Oobp3ykoYQqbYRpL3XhUciEiIrW8hnCL7Jv5%0ACgsLXXFxcWrePCsrEhUaM4OamtY9np49YeXKPbf36AErVrTesQDMmQNjxkBFxXfbCgpgxgwYOTI1%0A47nxRvjqK+jeHSZNSs04wjYWERGRBsysxDlXGG2/rCAG0+p17x7b9mQL03gmTYoEy4YKCiLbW/NY%0AIBIqZ8yI/BJgFvmcqgBeN54VKyK/qK1YkdrQG6axiIiIxCGtQ7iZzTKzd81sYqrH0qKwhbswjSdM%0AQTNMY2k4JoVNERGRjJO25ShmNgwY6py7yMweAqY45z5rbv+UlqNA+P58HrbxiIiIiGQAr+Uo6RzC%0A7wZeds69aGY/A/Kdcw83t3/KQ7iIiIiIZLzWUBPeDvim9vG3QNfGO5jZGDMrNrPisrKyQAcnIiIi%0AItKcdA7h5UB+7eP2NHEuzrkZzrlC51xhly5dAh2ciIiIiEhz0jmElwAn1z4+GliRuqGIiIiIiHiX%0Ak+oBJGAe8JaZ7Q+cDQxI8XhERERERDxJ25lw59wWoAhYApzmnNuc2hGJiIiIiHiTzjPhOOc2Ak+l%0AehwiIiIiIrFI25lwEREREZF0pRAuIiIiIhKwtG3WEyszKwNWJvltOgPrk/werZ2ucXLp+iaXrm/y%0A6Ronl65vcun6JldQ17eHcy7q2titJoQHwcyKvXRIkvjpGieXrm9y6fomn65xcun6Jpeub3KF7fqq%0AHEVEREREJGAK4SIiIiIiAVMI99eMVA+gFdA1Ti5d3+TS9U0+XePk0vVNLl3f5ArV9VVNuIiIiIhI%0AwDQTLiIiIiISMIVwEZEkMrN9zOwMM+uc6rGIiEh4KIT7xMxmmdm7ZjYx1WPJNGbW1czeqn2ca2bP%0Am9k7ZvafqR5bOjOzjmb2kpktNLPnzCxP38f+MrPvAQuAHwKvm1kXXWP/1f6M+KD2sa6vT8wsx8y+%0AMrPFtR99zey3Zva+mf0x1ePLJGZ2r5mdU/tY38M+MbMrGnz/fmhmD4Tp+iqE+8DMhgHZzrkTgF5m%0Adliqx5QpakPMI0C72k2/BEqccycBw82sQ8oGl/5GAnc4584E1gA/Q9/HfjsKGOecmwS8ApyOrnEy%0ATAPy9bPYd0cBf3LOFTnnioA84GQiv1SuM7OBqRxcpjCzHwHdnHPP63vYX865+xp8/74FfEGIrq9C%0AuD+KgKdqHy8k8kNK/FENjAC21H5dxHfX+k0gNIvupxvn3L3OuVdrv+wCXIC+j33lnHvDObfEzE4h%0AElwGoWvsKzM7HdhG5BfJInR9/TQAGGJm75nZLODHwDMusqLDK8CPUjq6DGBmucBMYIWZ/Rv6Hk4K%0AMzsA6AocSIiur0K4P9oB39Q+/pbIP7T4wDm3xTm3ucEmXWufmdkJwPeAr9G19Z2ZGZFfJDcCDl1j%0A35hZHnATcEPtJv188Nf7wEDn3A+BXCAfXV+/jQL+Dvw3kV/Ux6JrnAxjgfsI2c8IhXB/lBP54QTQ%0AHl3XZNK19pGZ7QPcA/wnurZJ4SLGAsuAE9E19tMNwL3OuU21X+t72F/LnHOrax8Xo+ubDMcCM5xz%0Aa4DHifyFV9fYR2aWBZwGLCZk38P6x/VHCd/9SeNoYEXqhpLxdK19UjuL+GdgvHNuJbq2vjOz681s%0AVO2XewNT0TX200BgrJktBo4BzkHX10+PmdnRZpYNnEtkFlHX11+fA71qHxcCPdE19tuPgP+rLaMK%0A1f/n1KzHB2a2F5GC/9eAs4EBjUooJEFmttg5V2RmPYAXgUVEZhUHOOeqUzu69GRmVwCTgY9qNz0M%0AjEPfx76pvbH4KaAN8AkwnshMl66xz2qD+FD0s9g3ZnYk8ARgwHwipT9vEZkVPws4yzn3ZepGmP5q%0AFxd4iEhZRC6RG+Tno+9h35jZZKDYOfds2PKaQrhPav9newbwZu2flSRJzGx/Ir/JvqIfTv7S93Hy%0A6Ronl65vcplZPjAYWOqcK031eDKRvoeTK0zXVyFcRERERCRgqgkXEREREQmYQriIiIiISMAUwkVE%0AREREAqYQLiIiIiISMIVwEREREZGAKYSLiIiIiARMIVxEREREJGAK4SIiIiIiAVMIFxEREREJmEK4%0AiIiIiEjAFMJFRERERAKmEC4iIiIiEjCFcBERERGRgCmEi4iIiIgETCFcRERERCRgCuEiIiIiIgFT%0ACBcRERERCZhCuIiIiIhIwBTCRUREREQCphAuIiIiIhIwhXARERERkYAphIuIiIiIBEwhXEREREQk%0AYArhIiIiIiIBUwgXEREREQmYQriIiIiISMAUwkVEREREAqYQLiIiIiISMIVwEREREZGAKYSLiIiI%0AiARMIVxEREREJGAK4SIiIiIiAVMIFxEREREJmEK4iIiIiEjAFMJFRERERAKmEC4iIiIiEjCFcBER%0AERGRgCmEi4iIiIgETCFcRERERCRgCuEiIiIiIgFTCBcRERERCZhCuIiIiIhIwBTCRUREREQClpPq%0AAQSlc+fOrmfPnqkehoiIiIhksJKSkvXOuS7R9ms1Ibxnz54UFxenehgiIiIiksHMbKWX/VSOIiIi%0AIiISMIVwEREREZGAKYSLiIiIiASs1dSEN2XXrl2sWrWKHTt2pHooKdO2bVsOPPBAcnNzUz0UERER%0AkVajVYfwVatW0aFDB3r27ImZpXo4gXPOsWHDBlatWsXBBx+c6uGIiIiItBqtuhxlx44ddOrUqVUG%0AcAAzo1OnTq36LwEiIiIiqdCqQzgQqgC+detWli9fHuh7hun8RURERFqLVl2OEjbvvfces2fP5rHH%0AHmvy+bFjx9K3b18qKyv59ttv+c1vfhPsAEVERERSoLQUevVK9Sj8pRCeYpMmTeLVV18FYN26dWzf%0Avp2ioiIA+vbtyz333FO/b8eOHSkoKKBNmzZUVlamYrgiIiIigZoyBSZMgMmTYfz4VI/GP4GVo5jZ%0AFWa2uPbjQzN7wMxmmdm7ZjaxwX5xb0u6OXOgZ0/Iyop8njMn4UN++umn3H///bz22mvk5OTw2muv%0AsXjxYhYvXszHH39MWVkZ//7v/w5AXl4eWVlZ9SUkVVVVHHHEEezcuTPhcYiIiIiEzZQpcNttkce3%0A3Rb5OlMEFsKdc/c554qcc0XAW8AXQLZz7gSgl5kdZmbD4t2W9BOYMwfGjIGVK8G5yOcxYxIO4o88%0A8gi9e/fmlltuoaCggFdeeQWA999/n4ULF9KlSxc+/fRTPv/88z1eW1JSQq9evWjTpk1CYxAREREJ%0Am7oAXlER+bqiIrOCeOA3ZprZAUBX4EDgqdrNC4GTgaIEtjX1XmPMrNjMisvKyhIb+I03fvddUKei%0AIrI9AVlZWUydOpXFixfz+uuv8/DDD7No0SKuvvpqNmzYAMD555/Pk08+ucdrn332WS688MKE3l9E%0AREQkbBoH8DqZFMRTsTrKWOA+oB3wTe22b4kE80S27cE5N8M5V+icK+zSpUtio/7qq9i2e1BaWsrw%0A4cN55513OPTQQ8nPz+dXv/oVo0aN4sUXX2S//fYD4LzzzquvG69TU1PD/PnzGTp0aNzvLyIiIhI2%0ApaWRGvDGAbxORUXk+dLSYMflt0BDuJllAacBi4FyIL/2qfa1Y0lkW3J17x7bdg+qqqq4/PLLuf32%0A2wFYuXIlgwYNYujQodx00031td5HHnkkixYt2u21WVlZFBcXk5+fv8dxRURERNJVr16RmzALCpp+%0AvqAg8ny6r5YS9Ez4j4D/c845oITvykiOBlYkuC25Jk3a87uhoCCyPU6HH344AwcOZNu2bSxZsoTB%0Agwfzr3/9i/vuu4+OHTvSu3dvVq5cya5du8jJ2XMhm3bt2lFVVaUbM0VERCSjjB8PEyc2Hb0mTsyM%0AVVKCXqJwEPBm7eN5wFtmtj9wNjAAcAlsS66RIyOfb7wxUoLSvXskgNdtT0BFRQXnnHMOt9xyC+3b%0AtwciSxdeeumlLFq0iBkzZpCbmwuw24z4vHnzqKqqYvTo0VxxxRUJj0NEREQkLOqCdl1teCYFcACL%0ATEqn6M3NvgecAbzpnFuT6LaWFBYWuuLi4t22LV++nD59+vh4RulJ10FERETCKt3WCTezEudcYbT9%0AUtqsxzm3ke9WOUl4m4iIiIhklvHjYcSI9K8BbywVq6OIiIiIiHiWaQEcFMJFRERERAKnEC4iIiIi%0AErCU1oSnq9JS//4sUl1dTXZ29h7ba2pqqKmp2W1pwrFjx9K3b18qKyv59ttv+c1vfuPPIEREREQk%0AUArhMfL7Dt1LLrmE0tJSzIyVK1fSpk0bunXrRlVVFT/84Q+544476vft2LEjBQUFtGnThsrKysTf%0AXERERERSQiE8BlOmRNaqhO8+JxrEH3744frHt912GwceeCAXXXRR/baysjKuvPJK/vznP5OXl0dW%0AVhY1NTVApOPmUUcdxQcffECbNm0SG4iIiIiIBEY14R7VBfCKisjXFRWRr6dMSe77dunShU8//ZTP%0AP/98j+dKSkro1auXAriIiIhImlEI96BxAK8TVBA///zzefLJJ/fY/uyzz3LhhRcm981FRERExHcK%0A4VGUlkZqwBsH8DoVFZHnS0uTN4bzzjuPV199dbdtNTU1zJ8/n6FDhybvjUVEREQkKRTCo+jVK3IT%0AZkFB088XFESeT+Yi8kceeSSLFi3abVtWVhbFxcXk5+cn741FREREJCl0Y6YHdTdfNi5JKSiAiRPj%0Avzlz6tSpzJs3r34ZwtWrV5OXl8eDDz4IQGVlJT/96U8ZN24cubm5e7y+Xbt2VFVVUV1drbpwERER%0AkTRizrlUjyEQhYWFrri4eLdty5cvp0+fPp6P0bA2PNEA7tWsWbOYMWNGkyEcIiukjB49miuuuCLu%0A94j1OoiIiIhI08ysxDlXGG0/zYTHoC5wT5gQTAAHuPjii7n44ouT/0YiIiIiEhiF8BiNHw8jRiS3%0ABlxEREQklfzsDi5N042ZcdA3pYiIiPgtmSutxWLKFDjkkOQvwdzaKYSLiIiIpFhYgm/j7uCpHk8m%0AUwgXERERSaGwBN9UdQdvrRTCU8g5R3V1NQDV1dV89tln3H333UydOpUVK1awefNmAObPn8+dd95Z%0Av98333zD6NGj67+uqalJzQmIiIhIQsISfFPZHTwsZThBUwhPoc8++4zBgwfTp08fNm3axD333MOr%0Ar77KG2+8wfXXX8/999/P9u3bueWWW5g9ezYHH3wwP/7xj5k+fTp/+9vf6NKlCyeffDLvvvtuqk9F%0AREREYpTK4NtQKruDh6UMJxW0OopHf/3rgVRWfrPH9ry8AzjxxFVxHfPwww/nrrvu4u233+a9997j%0AkEMOYefOnezYsYNOnTqxZMkSqqqquOyyyxg1ahTXXXcdd955JxMmTOD999/n8ccfp3v37px00kmJ%0Anp6IiIgEqC74Nqcu+AaxIltdd/CmfiGA73qj+D2OxmU4kNjyz+m2ootmwj3q1GkoZnm7bTPLo3Pn%0Af4v7mNXV1VxwwQU89thjdOrUiQ8++IAVK1bwzTffUF5ezqhRoxgyZAhz585lyJAhfPLJJzz00EN8%0A8sknXHHFFUybNo3DDjss0VMTERGRgNUF34KCpp8vKIg8H1SoHD8+ErQbjydZzQn9LsNJxxl1hXCP%0Aeva8CbPdL5dZNj163BT3MbOzs3n00Uc55JBDqKyspHfv3nTt2pXOnTtz6KGH0qNHD44++mgWL15M%0AVlYWb775Jh07duQXv/gFd911F8ceeyx5eXnR30hERERCJ+jgG+t4/BhHUyUsfpfhhOXG1lgphHvU%0Aps1+dO36i/rZcLM8unX7BW3adIv7mP/617+45ZZbWL16NUcccQRnnnkmxxxzDH379mXQoEHsu+++%0Ae7ymvLycNWvWJNSmXkRERMIhGcHXj/FA4uNoanba7/rzsNzYGg/VhMegZ8+bWLv2YZxLfBYcYP/9%0A96dr165kZ2czb948nnzySdauXUt1dTVvvfUWBQUFPPvss2zbto3Nmzdz5513smrVKkaPHs2zzz7L%0AwQcf7NOZiYiItE5hqCOuC7oTJqQ2gDccT6K16M3Ve/tZfx5tRr3uPcNKM+ExqJsNh6yEZ8EhskRh%0AXf33xo0beeihh5g0aRI33XQTL7/8Ms8++yzPPPMMp5xyCgMHDuT73/8+xcXF9OnTh1dffRUzo7S0%0AlHvuucefExQREWlFwlRHPH48fPFFeEKjHwG8udlpP8pwUrmii18UwmPUs+dNtG3bM+FZcIDZs2fz%0Awx/+kPnz57P/THd1/AAAIABJREFU/vtz0UUXcfPNNzNlyhT69+9Pt27d2LJlCyUlJUyZMoXy8nL6%0A9+9Pbm4ubdq0oWfPngwfPpycHP1BQ0REJBZhrCNO9Yy8H7zWeydahhO2G1vjYc65VI8hEIWFha64%0AuHi3bcuXL6dPnz4pGhHU1NSQldX070F1DXgaPr9+/Xry8vLYa6+9fB1Hqq+DiIhIkJoKiqmuxc4E%0ApaWRvyxE88UX34XjKVMiM9aTJ8d37cP4b2lmJc65wmj7aSY8hZoL4HXPNX6+c+fOvgdwERGR1iQs%0ADXIyUTyz04mW4YTtxtZYKISLiIhIq5AJdcRepHL88dR7J1oy4ueKLkEKPISb2b1mdk7t41lm9q6Z%0ATWzwfNzbRERERJqTCXXE0Xi92TSZQT0Vs9Nhu7HVi0BDuJn9COjmnHvezIYB2c65E4BeZnZYItuC%0API9kc86xa9euJp/bvn078F3NuIiIiHiXqgY5QcxOe73ZNIhVYVIxO51uvzwFFsLNLBeYCawws38D%0AioCnap9eCJyc4La09M0333DuuecCcNppp+Gc4/PPP+fiiy+u38c5x7hx4wC45pprWLRoEX/4wx94%0A4IEHUjJmERGRdBb0TG0Qoddr05ogV4VJx9npIAU5Ez4K+Dvw38APgbHAN7XPfQt0BdolsG0PZjbG%0AzIrNrLisrMzXk/FDdXU1OTk5tGnThl27dtGuXTvMjNzc3N1uyvzwww/rHy9fvpxTTjmFsWPH8te/%0A/pWK5grbREREpFl+ztS2NMsdROj1erNpKrpLptvsdJCCXGD6WGCGc26NmT0OnAjk1z7XnsgvBOUJ%0AbNuDc24GMAMiSxQmegJLVy/l0vmXsr1qO/k5+cwcOpN++/WL+3gvvfQSd911F3/729+Y0sR/AQsW%0ALCAnJ4dHH32Ujz76iNNPP51PPvmEn/zkJ/X7nHXWWTz99NNNtrgXERGR5vnVGbK5JfaaC7117+2H%0AuptNm1N3s+mGDXDffenbXTITBRnCPwfqvs0LgZ5EykiWAEcD/wBWJbAtqZauXkrR7CK2Vm6t31Y0%0Au4jFFy2OO4gPGTKEAQMGcNVVV3HzzTfz4x//mFNOOYUrr7ySkpISNm3axEMPPcRJJ51EQUEBTz31%0AFGVlZVx99dV+nZaIiEirlozW7A2fS3bo9dIG/sorYdq05o9RF9QT/YVEYhNkCJ8FPGRmPwNyidR1%0Azzez/YGzgQGAA96Kc1tSXTr/0t0COMDWyq1cOv9SSi4rifu4O3fu5O9//zsPPPAA+fn5vPrqq6xY%0AsYLOnTvz9NNP13fDrK6uZurUqeTn5zN//nwAtm3bxoIFC+jUqVP8JyYiIiIxa2mWe8QIb7PTfoXe%0AujDfUtOaffZpOahPnKgAHrTAasKdc1udc//unDvFOXeCc24lkSC+BDjNObfZObcl3m3JHv/2qu0x%0Abffi6aefZvjw4XTu3JnRo0cD3zXp6dGjx27t6H/3u99xyCGHcPzxx7No0SLuvvtujjvuOAVwERGR%0AgEWb5X7yyeCXQox2s2mqVoWR5qW0WY9zbqNz7inn3Bo/tiVTfk5+TNu9GDx4MPPnz2ffffelbdu2%0Aze539913s2zZMp555hk6dOjA9OnTufnmm7mt7lduERERCYTXhj8jRgQfeqPdbJrO3SUzkTpmejRz%0A6Ew65HXYbVuHvA7MHDoz7mPm5+fj3Hf3i1ZUVHD11Vfz6aefAvDpp5/y+9//ns8//5ynnnqKiooK%0AOnXqxB133EFOTg6bNm2K+71FREQkdrE0/Alj05p07S6ZiRTCPeq3X7/ITZjd+tGncx/6deuX0E2Z%0AEFn/e+jQofUrm1RWVjJ8+HBOPPFE3nnnHc4//3wOPfRQ7rjjDoYNG8aIESPo0qULX331FaNHj+aq%0Aq67imGOOIYzLL4qIiDQn3dvCx1LaEcamNVq/Oxys4UxsJissLHTFxcW7bVu+fDl9+vRJ0Ygili1b%0AxpFHHklWVhZVVVW71YE3tH37dvLz9yx9qamp2W1N8XiE4TqIiEjr0NKSfummYW14tFnu0lLd+Nha%0AmFmJc64w2n5Bro4iTTjqqKPqHzcXwIEmAziQcAAXEREJSktL+qWjurFPmBB9llsBXBpTCBcREZGk%0AC6JxTWNBzD770fBHWidNo4qIiEhSeW2r7vd7HnJIcluy11EAl3gohIuIiEjSeF3Sz8+bNRuXvQQR%0AxEVipRAeIk888QTr169v9vldu3bRWm6kFRGRzBDLkn6xaC60N1f2oiAuYaMQHiJvv/02jz766G7b%0AnHP8/Oc/Z/v27UydOpWzzjqLM888k7POOov8/Hxmzox/nXIREZEg+N2tsblSk1SUvYjES0sUpnBp%0Avo8//pirr76adu3aAbBt2zby8/PrVzzZvHkzd955J2+//TZt27bl8ssvZ8uWLZxzzjn07t2bo48+%0AmiuvvDLhcaT6OoiISOsQy5J+sR6jtDQSzKP54gvVcEtyaYnCJHDOMWP1aiZ++SW3HXwwY/bbDzOL%0A+3h9+/bl9ddf55lnnuHdd99l2rRpAFx++eWcdNJJXHjhhTjn6NevH2bGDTfcQHl5Obm5ubzxxhvk%0A5uby85//nD/96U9+naKIiEjSxLKkX1OirbAyeXLTM+HwXWBXAJewUAj3aOOuXVywfDlvbNrEtpoa%0Arv38c+avX8/jffrwvdzcuI7pnOP222/nmWee4b777qvfPmzYMKZPn86SJUs4/vjjmTVrFg8++CD/%0A+Mc/uPjiiznggAP4/PPPOeuss7jrrrv8OkUREZGki3dJv2ilJnXHhj33C6JdfGukBkSJUU24R+d8%0A/DGLNm5kW00NANtqali0cSPnfPxx3MesqqoiNzeXF198kZEjR7JlyxYqKioYN24cDz/8MOPGjWPU%0AqFGcdtpp7Nixg9zcXMrLy9m+fTs7d+6kvLzcr9MTEREJTDw3YXpdYaVx/XmmBXA/V5FJRJBLQGYq%0AzYR79P2CAt7dsmW3bVXO0ae52709yM3N5f/9v/8HwHXXXcd//dd/sXXrVm677Tb233//3fY1M5xz%0APPjgg2zcuJGtW7eyZs0aysrK4n5/ERFpHdJ9xrJuhRWvpSaJlr2E1ZQpkXOaPDm155RpnU9TRTPh%0AHl3QtSvtsrN329YuO5uRXbv6cvzTTz+d5557ji+//JKzzjqryX2qqqpYtGgR06dPZ8yYMcydO5eu%0APr2/iIhkpkyZsYx1hZXx4yM3YWZKOAzL2udaAtI/mgn36EcdOwLQpsGNmAb8aO+94z5mWVkZr7zy%0ACosXL2bFihW88sorfPDBBwwYMIABAwZw/PHHM3ToUD744ANWrlxJv379AOjevTvZ2dm8++67/OIX%0Av2Dnzp20adMmofMTEZHMk2kzlo1rvqOVmqTz7H9D0W5ITdU46qRqPOlOSxTGsDTf25s28UGDOuxj%0A27fn5ARC+D//+U9mzpzJ8OHDOf744+u379q1i4ULF/L222+zzz77UF5ezsknn8zcuXP5+uuv2blz%0AJ7t27aK8vJwNGzZw7bXXMm7cuLjHoSUKRUQyT1OBKVPqo4Muy0hlOU9zwReC/ffUEpDeeV2iUCE8%0A5OGzqqqKrKys+rXDkyEdroOIiHiXrOAWptryoMaSyjrssAXfsPxCEHZeQ7hqwkMuJycnqQFcREQy%0ASywricTCa215UKt3BBk6ITV1z3U3pDa3BkRBQeT5oH4x8rvzaWundCciIpJBkhHcvIbRTLkJFMJz%0AA2LYgm+mLwEZJN2YKSIikmH8bFrj9abATLoJNGw3IMZ6Q2pQ48m0JSCDpplwERGRDOTHjGW0MFo3%0AKxyWWWM/JKucJ1F1/54QjuCbaUtApoJmwkNg1qxZzJ8/n27dulFYWMicOXNYv3495513Hr/73e+Y%0AOXMmnTp1YtiwYQA89thj5OfnM3z48BSPXEREwiyRGcu6MNqcujC6YQPcd194Zo0TFWtjoCCNHw8j%0ARoTn5tiwjCNdaSY8hZxznH/++dx+++18+eWXHHTQQfTt25cf/OAHHHnkkVxzzTUAPP/88xQVFdW/%0Abt68efTSd76IiHgQ74yll9ry666D6dPDN2ucqLDVYTek//1nDoXwGH1Q9AEfFH3gy7Fef/11Tjvt%0ANAYNGsTw4cOpqalh69atbNiwgerqahYuXMhXX33FsmXLGDZsGPvttx/PPPMMH3/8MePGjaOoqIgu%0AXbrwyiuv+DIeERHJTPEGt2hh9Pbbw7V6h590A6Ikm0J4ChUVFVFWVsYJJ5xA27ZtAXjhhRc4+OCD%0AufXWWznuuOO45557eOCBB3jxxRc55JBDyM/P58wzz+S+++5j0aJFdOvWjVNPPTXFZyIiIpkqWhgN%0A86xxosJWhy2ZRc16PDapqZv93vzGZgA6nhppY3/s4mPjHtO2bdt46qmn+P3vf0/btm2pqKigoKCA%0AyspKduzYQVVVFZMmTWLnzp1s2bKFa665hj/+8Y+ccsopnHnmmaxcuZKqqirat28f9xhAzXpERCS6%0AaE1rGt6cmQkBvKEwNSmS8PParEc3ZqbQqlWrMDNGjx5NWVkZhx9+OBBpZ7///vtz2WWXYWY8/fTT%0AFBQUkJWVxS9/+Uu2b9/Oxo0bKSsr46CDDkrxWYiISCoFFRCj3RTo57J1YQu9YRqLZA6Vo3h07OJj%0AOXbxsXQ8tSMdT+1Y/3Uivv/973PRRReRm5vLX/7yF+bOncvcuXP5y1/+wtatW+nQocNus9xLliwB%0AYOHChRxxxBHcf//9Cb2/iIikt6Cb40QLo34sW5dJDX9EWhJYCDezHDP7yswW1370NbPfmtn7ZvbH%0ABvvFvS1dbdu2jcGDB/OrX/2Kgw8+mD59+vDxxx/XP799+3Yef/xx7r33XsrKyvif//kf3njjDZYu%0AXcq8efNSOHIREUmVVLdUb04is8ZhPSeRZAhyJvwo4E/OuSLnXBGQB5wM/BBYZ2YDzax/vNuCOgk/%0AZsAb69KlC3vvvTcnnngiDz/8MLfddhv77bcfjzzyCAA7d+7kpJNO4rrrruOcc85h2rRpdOzYkSee%0AeILp06fz6KOP+joeEREJt0xqjlMnE89JpCWB3ZhpZlcCY4FtwMfAP4By59y9ZjYAOBvYDOyIZ5tz%0A7paW3j/RGzNTyTmHmVFZWcnq1avp0aNH/XM7d+4kOzubnJz4y/vT5TqIiLRGjeujm+tiCel7Q2Qm%0AnpO0Xl5vzAxyJvx9YKBz7odALpAPfFP73LdAV6BdAtv2YGZjzKzYzIrLysr8PZsAmRkAeXl5uwVw%0AgDZt2iQUwEVEJLwa10eHtaV6IjLxnES8CDKEL3POra59XAyUEwniAO1rx5LItj0452Y45wqdc4Vd%0AunTx8VRERESSq6n6aC9dLNOtOU4mnpOIF0GG8MfM7GgzywbOJTKbfXLtc0cDK4CSBLaJiIhkhJbq%0AozOxOU4mnpNINEHWMdwKPAEYMB+4DXjLzO4Czqr9WAlMiXObiIhI2muuProuiMN3oTSTmuNk4jmJ%0AtCSwmXDn3CfOuaOcc32dczc652qAgcBbRG6s/DKRbUGdRzJt2bKF1tLBVERE9hRLfXQmtlTPxHMS%0AaY7a1odkVRDnHOeccw59+/ZlSoP1mKZPn86bb76JmeGc47jjjmPixIksWbKEF154gd/97ncJv3eY%0AroOISGsX60ohYesu6YdMPCdpPdS2Ps2MHz+en/zkJ5SVlfHf//3f/PrXv8bMuPbaaxk9enT9fnUd%0ANHNycsjOzk7VcEVEJEkal2XUaa48w6+wGqbgG5ZxiCST2tZ7tNdee2Fme3zstddeCR23qqqKK664%0Ago4dO3LllVdyyy234Jxj0KBBvPPOO1RXV9O3b18uv/xyhgwZwqxZsxg0aBCXXXYZs2fPpnPnzj6d%0AoYiI+CmRJfUa36iY7PpotYoXCZ5mwj3aunVrTNu9+Oijj7jiiivo1q0by5cvZ+HChfXPdenShVtv%0AvZWhQ4dy/PHHU1hYyH777UfXrl3JycnhgQceYMGCBbz33ntxv7+IiCTHlCmR2u3Jk+MPznWvmzAh%0A+QG84VKIDd9bRJJHITyF+vTpw5///GcOOOAAAGbPng3ARRddVL/P3Llz2bRpEy+//DJA/cz322+/%0AzT//+U82bNgQ6JhFRKRlfoba8eNhxIjklWc0txRi3XuLSPIohKdQXl4eGzdu5Oc//zl5eXmsXh3p%0AZfT4449TWVnJ9ddfz7p16xg8eDAnn3wyZWVlPPnkk1RVVfHFF1+wbt068vLyUnwWIiJSJxmhNqgA%0AXkdBXCQYCuEpduSRRzJ48GCGDBnC+++/D8CQIUMYN24cgwcP5g9/+AMfffQRt956K2PGjKm/WXOf%0AffZhwYIFujlTRCQk0inU1i2F2Jy6pRCTOQsv0trpxswQOPvss7nmmmvqv7777rs577zz6r++4IIL%0AGDx4MLfV/hQ//fTT+frrr1m6dClPPvkk//d//xf4mEVE5DuxrO8dBmoVL5J6mgn3qEOHDk3ehNmh%0AQ4eEjvuzn/2MdevWsW7dOu644w4AVq9eTd++fZk+fTpnnHEGhx56KBMnTuSqq66id+/enHrqqRx9%0A9NGMHTuW8vJyPvzwQ44//viExiEiIvGrC7XR1vcOU6iNdSlEEfGXmvWkUZMa5xxm5vtx0+06iIiE%0AVVMlKWEPtQ3HHPaxiqQDNevJQMkI4CIi4p/Gs8vpEGqDWgpRRHanEC4iIuKjdAy1yV4KUUT2pBAu%0AIiLis3QMtek0VpFMoNVRQqSqqorNmzfvsX39+vUsXbo0pmNVVFSwZs0av4YmIiIxUqgVkZYohIfI%0AM888w29/+9s9tn/22WfMmjULgF27dgFwwgkn7LFfTU0NdTfavv3221x33XX1z1VVVSVjyCIiIiIS%0AB5WjpNisWbOYPn06+++/f/22gQMHUlNTw1577cW8efPIzc2tvylzyJAhPP/887Rr145du3axdOlS%0AjjvuOLKysnjllVe4/fbbcc7VN/EpKirCzKipqeHll18mPz8/JecpIiIiIt9RCI/Rjs07mHXiLC7+%0A68W07dg24ePl5OQwbtw4Lrnkkt3fZ8cORo4cyTPPPMPkyZNZs2YNe++9N7m5uTzxxBN8/PHHjBgx%0AgqVLl/Lll18CkaY/Z599NieccALz5s2ja9euvPTSS8ydO5dHHnkk4bGKiIiIiD9UjhKjz174jPV/%0AX89nL37my/GysrK4/fbbKSoqoqioiN69e1NUVMRZZ51F7969Offcc7n//vs599xzadeuHW+88QYb%0ANmzg0EMP5dlnn6Vnz557LF04evRo3n33XQDmzJnD5ZdfjnOOmpoaX8YsIiIiIonRTLhHz/zHM/xj%0A/j+o3lkNwLxR83j+0uf5/tDv89Mnfhr3cauqqjjjjDMYOHAgAFdffTWXXHIJ7du3p6qqii+//BIz%0Aw8y4+OKLefvtt7n22mt56aWX9jjWlClTePjhh9l3330BmDZtGgC//vWvcc4xbdq0JmvJRUQkNUpL%0AdQOnSGulEO7RabeexpoP17BpxSZqqmrIys1i7x57c9rvTkvouBs3bqR79+507tyZyy+/nDlz5tTP%0AbFdXV5Ofn8+mTZsA2HfffXeb9Z49ezYbN26s/3rHjh1MmTKFn/40/l8KREQkGFOmRNYSnzw5PdYS%0AFwm7irVrKejaNdXD8EzlKB7tc+g+nHbradTsqiG3XS41u2oo+m0R+xyyT0LHLSkpYciQIQwYMICK%0AigpuuukmJk6cyFVXXcX//u//csABB1BZWclHH33E9ddfX/+6nTt30r17d5577rn6bWvWrOGggw5K%0AaDwiIpJ8da3iIfJ5ypTUjkck3a0rKWHej3/MupKSVA/Fs7hCuJm1N7ObzewRM3uo9mOQ34MLm789%0A9Tdy2+VS9Nsictvl8rc//y2h41VWVvLpp5/Sp08f7r//fkaPHs3ixYtZvHgx1157LYcddhgvvvgi%0A1113Heeffz6/+tWvyM7O5quvvuLBBx/k9NNPZ9myZVx33XXs2LGDd955h2OOOcansxURkeaUlsb/%0A2roAXlER+bqiQkFcJBE1VVUsmTABnGPJjTdSkybLMsdcjmJmhwJTgd865z6u3dYWuNbMznDOXdfi%0AAdLYib8+kbPvOZv2Xdtz1AVHseXrLQkd74UXXmDYsGFMmzaNTz75hAcffBDnHMOGDeMf//gHCxYs%0AoFevXvzkJz+pf80FF1zA6NGj69cDLygo4Pe//z133HEHP/vZz8jLy0toTCIi0rJEykgaB/A6dUEc%0AVJoiEqt/zpnD9g0bANi+fj3/fOIJeo8aleJRRWd1Yc7zC8wmA1Odc3skUDP7T6DYObfMp/H5prCw%0A0BUXF++2bfny5fTp0ydFI4qoqalh3bp1dOvWrX7btm3baNeuXUzH2bRpE3vttRdZWbH/cSMM10FE%0AJB00DNEFBTBxovfQXFoKhxwSfb8vvtDNmiJebS8r4/mzz6Zq+/b6bTn5+Zzz8svkd+6ckjGZWYlz%0ArjDafjEnNufchKYCeO1zD4UxgIdZVlbWbgEciDmAA+y9995xBXAREfEm0TKSXr0is+cFBU0/X1AQ%0AeV4BXMS7lS++SE119W7bampqWPniiykakXe+pjYzG2lme/t5TBERkSA1Ve8drYzEaxAfPz4ye944%0AiMc6qy4iET0GDyartkt4naysLHo0KOUNq5hDuJm1afD4zw0e5wA/AB7yZ2giIiLBmjIlUjLSMFSX%0AlkZqwBsH8DoVFZHnvd6s2TiIK4CLxC+/c2eO+uUvyc7PByA7P5+jrr46ZaUosYhnJvyVBo8PqHvg%0AnKtyzk0Auu35EhERkXBrbtnAZJSR1AVxUAAXSdThI0fWh+78zp05/D/+I8Uj8iaeZj27GjzubGYN%0Abz/tDDQzVyAiIhJOzdV7QyQg14XkxiUpicxijx8PI0aoBlwkUVk5OQyYNIlFo0czYNIksnLSoxdl%0APDPhDZdTyQLaAvm1H1uBK3wYV6hVrF3r6/GmTZvGAw88UP/1nXfeycMPP7zbPhMmTKhvVf/ll18y%0AcuRIX8cgItJaea33TkYZiQK4iDfRste+/ftz7muvsW///gGNKHHxhHBr8LgceBV43Dn3gHNupnPu%0AsxZfbNbVzD6ofTzLzN41s4kNno97WxD87sg0ePBgHnroIe677z6GDBnCkCFDePDBB7nzzju54IIL%0AgEj7+ldeeYX+/fszb9482rdvT25uri/vLyKSSWJtohNrvbfKSESC5zV7pVPLekh8JrwbcAew2MwW%0AmpmXXz+mAflmNgzIds6dAPQys8MS2RbHecQsGR2ZXnjhBcaMGcPgwYO54YYbuOGGGxg4cCDjxo3j%0A8ccfB+Cpp57iiCOOwDnHE088gZmxatUqrr/+ekaMGJHwGEREMkFTN1VGE0+99/jxkbW8FcBFki9d%0Au2F6EU8Ib9Pgcalz7jzn3HHAtcBDZnZOcy80s9OBbcAaoAh4qvaphcDJCW5LuqY6Mvllx44dlJeX%0AU15ezs6dO+u379y5k2nTpmFmLFu2jPfff5+LLrqILVu2MHz4cFavXu3bGERE0lVzN1V6Ec+ygSoj%0AEQlGMrNXqsUTwhtOvdb3SK9tYX82MN3Mshu/yMzygJuAG2o3tQO+qX38LdA1wW17MLMxZlZsZsVl%0AZWUxnOKetpeVseyee6iu7chUvX07y+6+m+3r1yd03DovvPACU6dOZerUqSxatKh++3vvvcf555/P%0AqlWreO655zj22GOZPXs2RxxxBMcccwzZ2XtcahGRViXRJjqgZQNFwijZ2SvV4umYuabB48JGz/0L%0AOMU5V73HCyPh+17n3Kbar8uJ3MwJ0L52LIlsa2qsM5xzhc65wi5dung+x6YkoyNTdXU1zkWqe264%0A4QYWL17M4sWLueqqq+qPf9JJJ3HxxRfTvXt3br31VvLyIr/3VFVVcckll9A/jW5AEBHxm19NdED1%0A3iJhk87dML3wbQ0XMysAjgPeaWaXgcDpZjYWOAboDnwNLAGOBv4BrCJSWhLPtqTqMXgwy+65h5oG%0A2xLtyPToo4/y9NNPY2Y453j66acBcM5hZjz55JNceeWVnHDCCbu9rqqqCuccd955J1VVVWzYsIFO%0AnTrFPQ4RkXRUd1Nlc+puqoxlGUAtGygSHsnIXmESV9t6Mzu8ic29gKuB55p6jXPuFOdckXOuCPiQ%0ASBC/0MzuAM4HXgDmJbAtqZLRkekXv/gFL7zwAqeeeipHHnkkCxYsYMGCBbRp04YhQ4bw0ksvcc45%0A35XYZ2dns3nzZvbdd19mz57NPvvsw5/+9CfuvvvuhM9PRCTdJKOJTt1xRSQ4zS0/mM7dML2IK4QD%0AfzOzXzbc4Jz7xDn3UyDqlGxtGN9C5AbLJcBpzrnNiWyL8zxi4ndHph07dnDeeeexefNmJk+eXL/9%0AiSee4JNPPuGiiy4CoLKykh07dvC9732Pww8/nEGDBnH22WczcOBA3nrrLcaOHZvQOERE0lU8N1WK%0ASHhEW34wXbthemF1Nckxvcjsb0Rmnw8DxtbWgtc9t8g5N9C/IfqjsLDQFRcX77Zt+fLl9OnTJ6bj%0ArCspYdHo0Qx85BFfFoRfsWIFPXv2bPK5tWvX0jWANS/juQ4iImHSsDZcAVwkGBVr10Zdm7ulfWqq%0AqlgweDDlq1bR/qCDGLJgQZPdLv3OXslmZiWN75tsSrwz4Tudc/8FTAWeNLPxZtau7r3jPGZa8Lsj%0AU3MBHAgkgIuIZALdVCkSLC8NdKLt43X5wXTshulFzCHczLKovaHTOfd/wCnAOuAvZvYcsMHXESZZ%0APH8JSLeOTC2J5/xFRMJITXREguGlgU60fWJdfjCTsledeGbCrwRurPvCRcxyzh0PXOacO9+30SVZ%0A27Zt2bBhQ6sNos45NmzYQNu2bVM9FBERX+imSpHk8zKDHW2fTF9+0IuYasLNzIArgAuJNMyprP2o%0AkwW0dc4d4+cg/dBUTfiuXbtYtWoVO3bsSNGoUq9t27YceOCB5ObmpnooIiIiEnLby8p4/uyzqaqd%0AwQbIyc88K5R3AAAgAElEQVTnnJdfrr+B0tM+69fz/FlntbhPuvJaEx7TOuEuktjvBe6tbU9/G/AQ%0AcJ9Lw+nk3NxcDj744FQPQ0RERCQttDSD3XvUKM/71C0/+FFtSUqmLT/oRbw3ZuKcex44AdiRyHFE%0AREREJD30GDyYrOzs3bY1bqDjZR/I7OUHvUgoPDvnKpxzDzXTpl5ERCRUSktTPQKR9OalgY7XJjtZ%0AOTkMmDQJzBgwaVKTyxNmsnhWR7ndzPZu5rkrzeyoxIclIiKyu0QD9JQpcMghkc8iEj8vM9heZ7kz%0AdflBL+KZCb8HeNDMBtRtMLMOZjYZ2M85t8y30YmIiJB4gK5r5gORzwriIvHzMoMdyyx3Ji4/6EW8%0AHTPzgbHAUcAuoAqY45x709/h+aep1VFERCQxpaXJXxYw0W6YDV9fR101RRKXaMfMTJXUjpnOue3O%0AuWnOuVHOuYudc5eFOYCLiIj/gijvaBygKypim8luKoDHcxyR1qZi7dqo+3gJ160tgMdCq5qIiEjM%0AgijvSDRAl5bChAl7vr7hcSZM0M2aIo15aUkviVMIFxGRJjUXThOdnfb63okG6F69YPLkSOlJUwoK%0AIs+ry6bId7y0pBd/KISLiLRSLQXY5kpNklXe0XgsfgXo8eMjtd+Nj6OacJGmeWlJL/5QCBcRaYVa%0AqudurtQkWeUdzY3FrwDd+DgK4CJN13xvLytjWW0HS4Dq7dtZdvfdbF+/PujhtQoK4SIirUxL9dwt%0AlZoko7wjWm25XwG67jigAC7pzcsNk9E0V/PdUrt58V88zXqyzKxdC8+dn/iwREQkGVoK2V5KTfws%0A7/BaW+5XgB4/Hr74QgFc0pfXGyZbCuot1Xx7bTcv/ohnJrwnMNbMTjOzYQ0/gPOAC30doYiI+KKl%0AkH3rrd5LTfyYnY61ttyvAK2bMCVdeb1hMlpQb6nm22u7efFHPCG8CqgGbgKOBs4EbgOGAUcCsXf/%0AERGRpIpWz71jR+Rz27ZNP9+41CSR2el4a8sVoKU183LDZLSg7qXm22u7eUlcTCHczHKIBO6Tgf2A%0AF4C3gLXAe8ACvwcoIiKJ81rPffPN3ktN4p2d1tKBIrHxesNktKDupeY7lnbzkph4ZsLfAiobvdY1%0A+iwiIiHjpZ471lKTeIOylg4U8c5LePYS1L3WfO/bvz/nvvYa+/bv7/epSAMxhXDnXBWwEHgf+Aa4%0AB7ge6AtcAdzr9wBFRMQ/XkJ2UCuJaOlAEW+8hGcvQT2Wmm+1m0++eGbCuwMfOudOd84d75w7yjnX%0AxTnXBzgRyPV3iCIi0lCibda9hOygVhLR0oEi0XkJz15nuVXzHR7mnPcKEjNrA8wDdgDLm9glC+js%0AnLvEn+H5p7Cw0BUXF6d6GCIiCZkyJXLT4uTJiQfW0tLw1F2HaSwiYVRTVcWCIUMo//pr2h90EEMW%0ALNijXvvTRx7ho9qSlOz8fI6++mp6jxq1x7HWlZSwaPRoBj7yiEpOksDMSpxzhVH3iyWENzh4L2Ay%0AcBRwDbCh7imgjXPunZgPmmQK4SKS7hou66fSDZHWJ1p49hLU61SsXauSkyRJaghv8CbDgU+cc5/G%0AfZCAKISLSDpral1tBXGR1idaeNYsd+oFEsKbeNNjnHMf+nZAHymEi0i6aq6xDSiIi8ieNMudWl5D%0AeDw3Zta9QVbdZ4uYSaRjpoiI+CTexjYikn5aajcfCwXw9BBzCDezutVP1pvZX4BPgAOJNOtZaWYj%0AfRyfiEirpsY2Iq1DtHbzknnimQmfbWb3ULtMIbDWOfe1c24m8BqRdvZNMrN9zOwMM9tzQUoREWmS%0AGtuIZLZo7eYlM8Ucwp1zI4G5DTeZ2V5m9hDwLbC6qdeZ2feItLX/IfC6mXUxs1lm9q6ZTWywX9zb%0AREQyVTo3tlGpjKS7aGUiXspIWtonWrt5yUxx1YQ3WoLQgPOBx5xzW2m+df1RwDjn3CTgFeB0INs5%0AdwLQy8wOM7Nh8W6L5zxERNJJLI1twhJ8p0yBQw6JfBZJR9HKRLyUkbS0j5d285KZ4qkJH2BmzzbY%0A5IBngR+b2W+AQ5p6nXPuDefcEjM7hchs+CDgqdqnFwInA0UJbBMRSXvRwrOXTpZhCb51q7pA5HOq%0AxyMSq2hlIl7KSKLt46XdvGSmeGbCOwOXAn1qS1A6A+XA68B84EfNvdDMDBgBbCQS3r+pfepboCvQ%0ALoFtTb3fGDMrNrPisrKymE9URCRIXsNzSzdhhiX4Nl5WsaJCQVzST7QyES9lJNH28dpuXjJPPDXh%0AC5xzG4BC4HrgDKAA+DVwM7B/C691zrmxwDLgRCC/9qn2tWMpT2BbU+83wzlX6Jwr7NKlS6ynKiIS%0AGD/Cc1iCb3PrmiuISzqJVibipYzEyz75nTtz1C9/SXZ+JNZk5+dz1NVXk99Za1hkurjXCXfOfeOc%0AK3POrXXObXLOnQVcAXzV1P5mdr2Zjar9cm9gKt+VkRwNrABKEtgmIpKW/AjPYQm+WtdcMkW0MhEv%0AZSReS00OHzmyPnTnd+7M4f/xH76dh4RXXCHczNrUfjYzO75uu3NutXPuX828bAZwoZm9CWQD82q/%0AvoPIjZ0vJLhNRCTt+BGewxR8ta65ZIpoZSJeyki8lppk5eQwYNIkMGPApElk5eT4eSoSUvHcmJkN%0AvAyR8hJgmpfXOec2OufOcM6d4py70jm3mcgNlkuA05xzm51zW+LdFut5iIgErXEI9is8hy34al1z%0AyQTRykS8lJHEUmqyb//+nPvaa+zbv3+yT01CIp6a8Goia4M/XDsL3tyShF6OtdE595Rzbo0f20RE%0Awqqpmy79DM9hC77pvK65SJ1oZSJeykhiKTVRu/nWJd6acAOeBK7ycSwiIhmppZsu/QzPYQu+saxr%0ALhJG0cpEvJSRqNREmmORihKPO5t1JVJ+0tU5d2bttjedc6ckaXy+KSwsdMXFxakehoi0Mk3VfDcV%0Ajhvul2h4njIlUsYyeXI4gm9pqWrAJbwq1q6NOgMdbR8/jiGZw8xKnHOF0faLdSZ8C/BY7Rt0NrN/%0Ai2dwIiKtQSw3Xfo5a+yloU+QFMAlrLx0u4ToZSJewrUCuDQW00x4/YvM/gK0AR4FRmomXEQyXayz%0AuaWlkRrwaL74YvfjatZYJJhZ45qqKhYMHkz5qlW0P+gghixYoFIR8UWyZsLrOOfcSc65B4CuZnae%0AmRWamb57RSTjxNMGPt6bLhXApbXzOjtdsXZt1GO1tI+XbpciyRTPEoUG3N5g08NEGuZcAiw1swk+%0AjU1EJOUS6WQZthVLRMKupqqKJRMmgHMsufFGaqqqmtzPS1BvaR8vnSxFki2eJQqdc+7lBl9Pdc79%0Axjl3OXA8UGNme/k5SBGRVPCjk2XYViwRCTMvs9Negnq0fbx2shRJprjb1pvZmCY2VwJn1zbTERFJ%0AW362gddSfSLReZ2d9hLUo+3jtZOlSDLFHcKBCyHSQdPMXoT6Rj6VfgxMRCRVktEGPmwrloiEjZfZ%0AaS9B3cs+sXSyFEmWREJ4FdQH7/wG2+PuoCkiEgbJagOvmy5FmudldtpLUPdaahJLJ0uRZIjnxsz/%0ANLNRRFZFGWVmoxs9FhFJe7qpUiRYXmanvQR1r6Um6mQpqRbPTPg+wPeAXGDv2o+Gj0VEMoJuqhQJ%0AVrTZaS9BPZZSk3379+fc115j3/79k3VKIs2KZ3WUac65u4BVzrm7ax9/3eCxiEjG8HpTZSz14SLS%0ANC+z017KSGIpNVEnS0mVeMpRzjWzyUD72q+zgLZ+D0xEJCjRAnS0myrjaeYj0pq11EQn2uy0l6Cu%0AUhNJB/GUo7wDLANWm9kLQD/gZKgP5Hn+DU9EJLm8BujmbqpMpJmPSGvkpdFOtNlpL2UkKjXJEHPm%0AQM+ekJUV+TxnTqpH5Jt4ylHKnHNznXNDgZuAAudcTe1zNcC1Po9RRCQpEg3QfjTzEQkLL23gE+W1%0AI6YXXspIVGqS5ubMgTFjYOVKcC7yecyYjAniiSxRiHNuqXPuzUbbmv/VVkQkJBIN0H428xFJNS+z%0A0+AtqLe0j5dGO5JiYZp5vvHGpn/I3nhjasbjs4RCuIhI2DVV751ogE5GMx+RVPE6O+0lqLe0j9eO%0AmJJCYZt5/uqr2LanGYVwEclYTdV7+xGgk9XMRyQVvMxOewnq0fbx2kRHUihsM8/du8e2Pc0ohItI%0AKCU6i9xcvbdfAVrNfCQTeJ2d9hLUo+3jtYmOpFDYZp4nTWr6h+ykSakZj88UwkUkdBJd8i9avbdf%0AAVrNfCTdeZmd9hLUvewTSxMdSZGwzTyPHAkzZkCPHmAW+TxjRmR7BlAIF5FQ8XvFkjrRgni8Adpr%0AMx+RMPIyO+0lqHstNYmliU6rEpabIcM48zxyJKxYATU1kc8ZEsBBIVxEQiTRFUtirff2K0BHa+Yj%0AElZeZqe9BHWvpSZqotOEMN0MmeEzz2FjzrlUjyEQhYWFrri4ONXDEJFmNDeDDbHNUsdznNJS3UQp%0ArVdNVRULhgyh/OuvaX/QQQxZsGCPcPzpI4/wUW25SXZ+PkdffTW9R42KeZ86FWvXag3vOj17RoJ3%0AYz16RGZ+Je2YWYlzrjDafpoJF5GU83PJv3jqvRXAJdO1tHa3l9lpL2UksZSahCKAh6UEJGw3Q0pg%0AFMJFJOX8XvJPN0yKfMfL+t7RWrx7CeppVWoSphKQsN0MKYFROYqIhEZTpSSJBOgpUyIz6JMnK4BL%0A61RTVcWCwYMpX7Wq2VKTWHgpI0mLUpMwlYDU/ULQ+AefarHTlspRRCS0misr8XsGWzdMSth5aQOf%0AyDH8bhPvJVyHPoBDuEpAdDNkq6UQLiKBirYGeCwrlnipEVe9t4SVlzIRaDlkq018nMJWApLBy/BJ%0A8wIL4WbW0cxeMrOFZvacmeWZ2Swze9fMJjbYL+5tIhJuXtcA9zKDnWhDH5FU8tIGHloO2WoTn4Aw%0AroctTVq6ein9H+jPEX88gv4P9Gfp6qWpHpJvgpwJHwnc4Zw7E1gD/AzIds6dAPQys8PMbFi82wI8%0ADxGJQ6xrgLc0g51oQx+RVPNSJhItZKtNfAJUApIWlq5eStHsIpauWcry9ctZuqb26wwJ4oGFcOfc%0Avc65V2u/7AJcADxV+/VC4GSgKIFtIhISjctEvHax9CLRhj4iqea1TKSlkK028T5QCUjoXTr/UrZW%0Abt1t29bKrVw6/9IUjchfgdeEm9kJwPeAr4Fvajd/C3QF2iWwran3GmNmxWZWXFZW5vOZiGQeLzXW%0A0TQuE/FzDXA/w7xIqngpE4kWstO2TXxY1uaWcIjy/bC9anuTL2tue7oJNISb2T7APcB/AuVAfu1T%0A7WvHksi2PTjnZjjnCp1zhV26dPH3ZEQyjB811k2Vifi1BrifYV4klbyUiUQL2WnZJj5Ma3NL6nn4%0AfsjPyW/ypc1tTzdB3piZB/wZGO+cWwmU8F0ZydHAigS3iUic/KixbqlMJJ4ulo353dBHJFW8lIlE%0AC9mxlJpEa8QTmBtvbPrPWDfemJrxtFZh+WuEh++HmUNn0iGvw267dMjrwMyhM4MYYfI55wL5AK4A%0ANgKLaz9GAx8BdwDLgY7AXvFui/b+/fv3dyKyp8mTnSsocC4yFRH5KCiIbE/kGE0dq+F+sb6Hn+MV%0ACcK2NWuafa561y73v4MGuTlHHOH+d9AgV71r1x77LJ89283t39/NOeIIN7d/f7f8kUdiPkaomDX9%0AQ8Is1SNrPR5/vOkfoI8/Xr9Lyb9KXL/7+7k+f+jj+t3fz5X8qyQ5Y/H4/RDYeHwEFDsv2djLTsn6%0AIFIbfj7QzY9tLX0ohIvsyWt4bskXXzT9+sYfX3zx3XtCYqHZjzAvkkxri4vdnB/8wK0tLo57Hy8h%0A28v7hEaPHk3/cOjRI9UjS67HH4+co1nkc4PAG7go/wYl/ypxHSZ3cPyG+o8OkzskJ/hm8PeD1xCu%0AtvUirVRpaaQGPJovvohe4tHcDZPQdMlJaWniZSNqSS9hFUur+Ggt3teVlLBo9GgGPvJIs+UkadEm%0AHlpne/awnXNWViTqNmYGNTWRdbjX7Ln8X79u/Si5rOWmUjGbM4elN13CpWfsYHsO5FfBzFfb0u93%0AD8Z8bZauXsql8y9le9V28nPymTl0Jv326+fveGOgtvUispvGNyz6WWMda823H3Xbakkv8fCjTXw0%0AsbSKjxaevdRzp0UAh9a5NnfY6uCjdAoNcjWSpaf3oegiWLo/LN838rnoosj2mI6TxmuJK4SLtALN%0ArXwSzw2Tza0+0vhYsdx0GS/dhCmx8Nom3ovmwnwyWsWnTcj2orWtzf3VV562B9YVMkqn0CBXI7l0%0A/qVsdTt227bV7Yh5DfB0XktcIVwkw0Vb+SSW8BxtGcO6Y0HyA7hILLy2iYfos+UthfnQtYoPy0oY%0AQQvLeUeZeYaAZ3Kj/DXCz9VIov1i4des+4e/+hB+wx4fH/7qw1iHHDiFcJEM5rW7pJfw7HUZQ5WJ%0ASBh5LRGJNlseLcyHqlV8a12XO0znHWXmGVIwk9vCXyP67dePxRctpl+3fvTp3Id+3Wq/jrG+2ssv%0AFn7NutfsrIlpe5gohItkgKZKRGLtLtlSeI61VbzKRCRMvJaIeJktjxbmQ9UqPmz1yEEJ03l7qIMP%0AuitktBnqfvtFbsL8+9i/U3JZSVw3OHr5xSLj1wD3QCFcJM01VSISb3fJpsKzWsVLuvNaIhItYHsN%0A86FpFe+xHjnjhO28o9TBB1mH7Vfpix+lJl5m3f/61wNZvNj2+PjrXw+MabxhpRAukmKJtFlvrkRE%0AreKltWqqnttLiYiXgO01zIemVbyHeuSMlGbnHeSMsB+lL36WmkSbde/UaSiRhuvfMcujc+d/8zze%0AMFMIF0mhaDc6RnttSyUiahUvYRHEsoDQfD23lxIRLwE7lnrvULSK91CPnJE8nndgK5JE4VcdNgRz%0AM+RxBx/H1glbd7sJcuuErRx38HH1+/j1i0XPnjdhtntUNfv/7J15nBTF/f7fNbO7s/dyn8qiIJeC%0AwqIiEAHjERVPQCUaj6iYqDFGY74RJcELk6/x+4tnREOUCDEeJN4xasKigheHgiAgoCA3yLHL3rtT%0Avz+6Z3Zm5+ia3Z7eWqiHV7+G7a6terp2uueZT3/q+fgpLp6WUj/aQqWiz8GwmYqZBrqhJVUfU6l0%0AaUrFG7QmvKro2FBXJ185/fSE1SWdqk9W7toln7dLxIe250tKZOWuXVHtnErJawcvqzXqVBnSgYuX%0AlSG9Kruuck7DnhgWdTy0DXtimPI4QMKtKZ9k511QUBC3j4KCAtfbeA1MxcxomIqZBjohXp61aoS6%0AOZUu3aguGcnZCw9wg7aPVCpHthSrZ8/mczudxJ+Tw7E33cSAyy+PauNUfVKlj2B9Pa+PH8+Bb79N%0A+zm1KehWGdIBXlWGDKVuRKaAFGQVNNtxJFlVSJVzcuKzaNFh1NZuiekjK6snI0duBkAIkZBjSFMW%0AFhZSXl4ec7ygoICysjLlflTa6AhTMdPAQFO0dKFjc1JE3LANNB7gBqkilcqRKikrLS2Q45QiorKg%0AUinfWxePai+hkyOJAtxyJHFK/3DLflAlD9uNxZBu5WDHE+DJ9h+qMCLcwCCNaLpg0a2Fjs3J9zal%0A4g28RCqVI1UqWbpVICdZ9UnVBZVJxbxOHtVeQjdHEge44UjiljBWcQBREfNuLIY86HOwNYMR4QYG%0AaUK8RZfNXegYT5S3Rpl4MIswDdSgKoxVvLm9LJCjuqAyoZj3MiKsU8T9IHUkSRbpdksYq0SfVapC%0Arv7l6rhtVv9ydbhNYWEhQoiYrbCwEIDOnfszZkw148YR3saMqaJz535xz8OgZTAi3MAgDUhWXTLV%0AKHYyBxWTImLQ2kiUIqIqjFVSVrwukJMsWu4IryLCukXc25gTi4ojiVOkWyXKrSL2VaLPKlUhKw/E%0Af8Qaud8pTUQljaSgoCBum0T7DRLDiHADg2YiUcqISnVJ1Si2Sql4kyJiEA9e2AImSxFREcYqKStt%0ArkCOVxFh3XKwFSpDegkV+0Enj2qnSLdKlFtF7AcC3ena9apwNFyILLp1u4pAoFvzTj7NKCsri+v0%0AEVpwqQoVMX+wC34jwg0OObhRWCZRdDqVRZdOUexUSsWbFBGDSKjkWLcUKmkkTsJYJWWlzRXI8Soi%0ArGMOtkNlSPDGm9utqpBOkW7VlBaVMvCR0fCDIQdbRTyriHm3BL+uMCLc4JBCS4rjRPYRLzrdnEWX%0AiaLYplS8QXOhIo5DcIqWJzuukkbiJIxVUlbaXIEcryLCbSwHG7wrma6Sq62yGNIp0u1mkZ1QNBx8%0AWkfBVVH2pz8hc3Ojjbtzcyn705/CbQ72kvQqMCLc4JCBSmqHah/xotPNXXQZbxGmKRVv0Fyo2gI6%0ARcuTHU/F+SSZMFZJWUk137tF+dxuQSEi3GK0sRxs8K5kukqutspiSJVIt0qUWxW9e08jO7t3m4+C%0AA0rpUqnYIVbvr+axox+jen91Wui2FowINzjoEE+cppLakQgq0WlTKt6gNaEqjp2i5U7HU7EEhOTC%0AWCWXWynfWyenEC+gWQ62ClTEsRtRbpVcbZXFkG5GulUQCHRnxIj1caPgbuVPO7VxLQdbIV0qFTvE%0Ar974it2rdvPVm1+lxkNzGBFucFAhXrpJc1I7WuLv7YZ1oBti3uDQg6o4doqWOx130xJQJZfbsY1u%0ATiFewYuIu4twEsduRblVItiqiyHdjHS3BEr50wopIG+9Vcj8+cRsb71VqDyOEhTSpVT+BvN+OI8Z%0A+TN4+YqXAXj58peZkT+DeT+clxofTWFEuIEn8CJ1Il66SXNSO9zw93bDOrC1fMAN9EdLbAGdouUq%0A0XS3LQFVcrmTttHNKeQQhVMU20kcuxXlVo1gH2yLId1OAWkJFs0qo3Q+MduiWdFi3ulvMO7ucRT1%0AKsKXabXxZfpoV9yOcfeMixmzLaasGBFukHa4sRgyhFRtAZ9/PjXx7Ka/tykVb5AOtNQW0ClarhpN%0Ad9sSUCWXO2EbL51C2ljaixduJKFxnKLY1V+fyx+OKeeofCjOhaPy4Q/HlFP99bmAe1FuUItgu7IY%0A0uH9oLL40KmAjjJcTgFpCToedglCRj+xEjKDTodPjtoXCHSnfe6P+fTKG+iQ9+OYv0GHvh0Yd/c4%0AgnVBMvMyCdYFGXvXWDr06RAzZltMWTEi3KDFSBbldmMxZGRfzbEFBDXx7Ka/dwimVLyBm3DDFtAp%0AWq6aauJ7/nlGrF0LUjJi7Vp8zz/f4vNrNrxyCmljaS9uuZGE+mpprnbHjufSvzCLJ0vgmePhyRLo%0AX9gYhXUzyq2KFi2GVHg/qESeVQrkKMGlFBA30Lv3NIQ/g/oDAT698nrqDwQQ/sy481y38hIqN3am%0AbuUlcfta+cJKMvMyGXvXWDLzMln54sqo4205ZUVIKVubgycYPny4XLx4cWvT8BQbNqR/8d7991vp%0AHDNmqNnsNTelIrKvyD42bLCEuRPWr7ei4vH6SMQ1Gedk521waKJyx460O3Osnj2bz+1UEX9ODsfe%0AdBMDLr88pt3OJUt494orOHX27LjpG079OI4TEh+VlVRmZJBbX29dKK21MDCCTxjp4NO7tyW0mqK4%0A2MrJ1gwlM0tYuj1OkZpuVpQ4hKXblnLtq9dSVV9FTkYOT537VNzKkZEiuyCrIEr8DnpsEF/u/jJm%0ArIGdBrLqhlUA1NRs4+OPjyQYbEwX8PlyOPHEDQQC3ZTG8RKFhYVxhXBBQYGVI63wfigoKODAgQMx%0ATfLz88N9CyESckhFoy36Twdq/Xtj9mc1tGfk9/eEf478O0TOfySq91cza+Qsrl50NdlF2cocIrFm%0AzfV8PudDvrz3fAZOe5njLhtJv36PhY/P++E81ry6hoaaBoL1QXwZPvwBP/3P7c+Ev00It9vy6RaK%0AehWR3zWfAzsOUPZtGT2G9wgf37NuD8+d+xz7vtlHfVU9GTkZtD+iPZe8eknciLkXEEIskVIOd2pn%0AIuEHKdxKAWlulNtNn2u3bAETpXa46e9tcGjCzeI4ifK93bIFBOdouWOqSUTuaW4oGn8oVGvUsUBO%0AEqi6kThFy93K1XaKwnrtRuIEpwh14caNCIjZCiOEeTwBnmx/S5BKCohTGk5LUzvm/XAe84b1ZPX9%0A5wCwesY5vDS0R1R0WjXfu+fxPcnvmg9Aftf8KAEOqaWs6AYjwtsovEgBSSbkkwljN32u3bYFjCee%0A3fL3Njg04WZxnGRi3k1bQCe3EUc3Eh3FqBdOIZoVyHFKEWmoWRf39yL3qwhsN3O1nRbiKbmRuJCH%0A7QYSJYukmETiGkIpIJFIlAKSKA3HrdSOcXePo6i4XbTA7t0+SmC7KZ6dUlZ0hRHhbRDNFcepjtHc%0AKHeqiyFD8MoWMJ54NpaABs2FW8VxnMS8m7aA4BwtT3pcMzHqGTQqkKMSwb7/pPPIiX7LkOOH3408%0AP/yzisB2M1e7xYshXcrDPhiRSr53Ik9yt9xIQgJb1vvw59Qh631xBbZb4nnkbSO5cc2NjLzVeh11%0A26hm9eM1jAhvY/AiBcSNKPfFF6cmanWwBTSWgAapwq3iOOAs5nM6dWLIqFH47RxRv5QMGTWq2baA%0A4OxIkvC4RmLUU3hcICdZpFslgn32sId5eGhWlBvJw0MDnDX04XAbFYH91LlPUSCi84ILRHazHEmg%0AhYshFWz4vHIAcQuhQjgBAlzP9QQIRO1PBS21XXTTjcQS2Fmccs9ZZOZlxRXYbolnp5QVbRHPlP1g%0A3EpKSmRbwfr18ffPmCFlbq6U1td/a8vNtfavXx+9P9HWtO+mP8cbo+lYKm3i9df0mGqbZOedyvyp%0AYsYMa4xE/RsYhPDlM8/I5447Ts4dNCi8PTd0qPxy9uyYdn8vKZFzBw2Sfy8piTleuXOnfN4+Htqe%0ALymRlbt2NTaaM0c25ObKV/r2lXMHDpSv9O0rG3JzpZwzx4tTjcWcOVIWF0sphPWaTh5ejqUJlmxd%0AItD2f0YAACAASURBVAtmFEimE94KZhTIJVuXSCmlHPjowKhjoW3gowOj+lm9+qeytDRLzp+PLC3N%0AkmvWXJ/SOFJKKefMkUuOyJbDpiAHXo8cNgW55Ihs1/8OBQUFUXVmQltBQUFjIyHif/gIkVI/Km3i%0AHQ9tKsdV24SwfO5yOZ3pcvnflrdoHpd/er383+Ib5IrFNyRsU7WvSj466FFZta8q5tgLk16Q9xfd%0ALxf+YaG8v+h++cJFL0Qdf2nyS/K+vPvk3Rl3y+lMl3dn3C3vy7tPvjT5pah2mz/ZLMu3l0sppSzf%0AXi63fLqlRefVlgAslgra1HMxDHQF3rf/nwm8BiwEftzSfcm2tiLCEwlAt8VxvLFSEfKpCONkola1%0AHxUx7yZaKuQNvEHF9u2tOlblrl2O4llFYCuJ+eJiKUHuyM2VcwcOlDtycqwLorjY/ZPVSfTOmRP/%0AJqGxEF+ydYkc9sQwOfDRgXLYE8OiBa1im2FPDIsrsoc9MUzpeAjV1VvlggXZcv585IIFObK6elvq%0AfO33XswW8d5buLCnnD+fmG3hwp7K86YiWHNz4h/PzUlN+IZ+DhCQ13O9DBCIaeMk1FXGURH7qqJW%0AFUueeU9OZ7pcOvv9hG2SCX4n8fzdV9/JRwc+Ku/NuVdOZ7q8N+de+digx+R3675rFt+DEaoi3NN0%0AFCFEe2A2kGfv+hmwREo5CpgohCho4b42jUSpJulIAYk3VnOcRlRSNxI5iaSSPuN10Rqz6FJ/uOlI%0A0tyx3CiOA4r53vaixy6VlZz/1Vd0sVNgXF8MqZsXdhurhqmSq+1GeXbVhZAqOdiOaSQKC3G9ysOu%0AjD8tCfc7oR/96EIXjuKomGNOJdwTpYtE7lcpA59KHnYyhBZVvnFNKQCvXz0/ZlGlysLLg9mNRDd4%0AnRPeAFwMhN59Y4EX7P+/Bwxv4b42C7dt+JKJ42Rjpeo0oiqM4y3CNLaABs2Fm44kLR2rpcVxQr/n%0AWAY+YtFjbiQHtxdD6iZ6dXRiSQKVXG0ly7+y+KoytD8VO78W5WCD0kLctpaHfSEXMpWpnI+1SPUC%0ALmAqU7mQC5X7CAns6uqtfPjhkVRXb4sR2CpwS9SqiHm3BH9bdSPRDZ6KcCllmZRyf8SuPGCL/f89%0AWKkqLdkXBSHEFCHEYiHE4l27drl5Ks1GPFu+dNjwJRLHzRmrOVFuJxhbQIOWwC1HkhCSCXWnsZzs%0A/JQENgre3F4thtRN9LYxJ5Y95csd9ytZ/r1UTUFN9PGCGmt/CKoLIRM5Yahi0awySucTsy2a1Sg2%0AvarE6BZKKWU/+2nAekrVQAP72Md85qfcl6xuz5Krb0FWt0vYJpmTCKiLWhVHkmRi3i3B31bdSHRD%0Aa7ujHABCS7Dzsfi0ZF8UpJRPSimHSymHd+7cOS0nkAriOYCky4YvnjhuzliQepRbFcYWsG2ipZHl%0AlsJNRxJILtRVx2ppcRxQ8Ob2yplDN9GrmROLkzd3blZ8IRa5X8nyb9kOSp+BYVth4E7rtfQZaz94%0A54UN6kVgVJ05nASpW2jqNhKJPexhPvPx46eGGvz4KaWUvcRWnHSCSmEbpzaqolbNkSS5mHcjit1z%0AbSn5Jx4DPh/5Jx5DjzWpf3lRhZSSmVu30nnhQmZu3RpaXxgNB+94baGSOO72BpTar78BJtr/nw2M%0AbMm+ZGO29sLMZAsLW7qgsrk8VMbyYoGi14suDZqPHYsXy7lHHy13LF7cahzcciSRUsqGujr5yumn%0Ay7mDBslXzjhDNtTVxY41eHD0WEOGxO3LCapz5+Vi07jQcSGkRwtFnRYoqjiJfPjNWzLnnujFkjn3%0AID/85t8p9eO0GDLS9SS0xXM/cYLKwsH8/Py4bfLz81PqJ9RmMIPldKbLYzgmqk0qjiUqCyoTjRNq%0AM4lJ8tf8Wp7ESfLX/FpOZGK0E4uNRE4iKgsq3Vp06aYjSYtdS1y8RwSDQfnEli2y0wcfyCe2bJHB%0AYDDq+J7aWnnW55/LvAULJPPny7wFC+RZn38u99TWpoWPW0BxYaaQ8b5RpBlCiFIp5VghRDHwJvAu%0AlrAeARzW3H1SygYSYPjw4XLx4sVpO6dkiJcC0jTaq9ImEhs2ND8CnepYXuD++60o/IwZJgKuK4L1%0A9bx+9tkc2LyZ/MMPZ/zrr8dGa11E5Y4dcX2qq3bv5rUf/ID6qsZH9xk5OZzz1lvhaHPVrl28duaZ%0ASdsArJ49m8/tSLc/J4djb7qJAZdf3jjWzJm89sc/Uu9rfNCWEQxyzs03k3Pdda6dE2BFbu64w0r7%0A6NXLivSmyX/aETpx8QihxZKRudoFWQVRedYlM0tYun1pzO8O62alhYTwjw8n8etFL1EbhCwf/H7U%0AJC4Y8ULU7yzdtpRrX72WqvoqcjJyeOrcp6LTSUILZJveqO2nHzU12/j44yMJBhujyT5fDieeuCGl%0AFBAhRMJjIX3gVpsJYgIDGIDf/tdg/1vNaubJxoWB1furmTVyFlcvuprsomh/8sLCQsrLyxnMYCYw%0AgZd4iS/4goKCgnAu9rwfzmPNq2toqGkgWB/El+HDH/DT/9z+TPjbhHBfWz7dQlGvIvK75nNgxwHK%0Avi2L6y+94m8r+Mel/+DCv13I4MmDw/v3rNvDc+c+x75v9lFfVU9GTgbtj2jPJa9eEk7vUGmjArf6%0AcQW9e1sLtpuiuNiqVquIvXV1XPbllyzYt4+KYJA8n48x7doxZ+BA2mdmAjB66VI+LS+nNkKrZgnB%0A8QUFfDBsmKt83IQQYomU0nGtYquI8CgCQvQARgP/lna+eEv2JUJrifBEOdiQXIinWxR7OZYqWvLF%0AwiD9cBKskUgqNp0wdy47p03j3exsTq2upss998QIQCcuq2fP5rM//pFgbW14ny8Q4Libbw63UxLq%0AvXuzuryczzt3psHvx9/QwLE7dzKgsNDdm7uD4DJoOZxEr4rAHvTYIL7c/WVMm4GdBrLqhlXhnyMF%0AcnOEMVjpJrW1W2L2Z2X1ZOTIzQCsWXM927fPQspahMiie/dr6NfvsZTG8VKEdxQdmcxkiigiiyxq%0AqWUf+3iO59gj94TbJxK9oCaw3RKsKmOtemkV8ybPwx/w01DTwITnJjBo4qCoflTaqMCtfpwgpeTJ%0Abdu48+uvufeII5jSvXv039fns+LNTSEEBIPK/agI7KtXr+aZ7dtp7NXKPf5xt248NWAAAIteFNTG%0AyTjO2gUjJ7WOxlUV4a2dE46UcquU8oVIEd2SfTohVQcQL234vLb8U4ER4K0Ih3w61dxoUFsMmTCv%0AfO5cglOm8JHtJvKR308wjj2eG44kKtaBbNpEvz17yGloACnJaWig39697i9S1M2RpA0iWa62kiXg%0Ad9vj9hu5XyWXG1wozY6a5V9LqyN6Dac8bBX7PBV3Dy/dRrzKwQZY+cCbZDZUM7biDTIbqln5h381%0Aqx+ZJMd6b10d41es4NZ169hdV8et69YxfsUK9tbVNXagsG5EpZ/+ubnUNxHz9VIyMGINyGVdu5LX%0A5F6e5/dzaUSQp+PyfKiFVxnP+fyTVxkPtdBpeX5K89IaaHURfjCjOQ4gXtrwGcu/toO0LoZU8IVW%0AEqyoLYZMKtLvuIO12dlU+f0gBFV+P2sDgRgx6oYjiZI3d69e+IARW7cCMGLLFuum6fYiRd0cSdoY%0Ann6rC6NnlUSJ7NGzSnj6rS6AoiXgtvgOWpH7Vb25IbktYGFhIUKImK2wsDDq950s/5zEfmicbJHN%0ADeIGskV2zDhuI9liSICjOZo66iillDrqGERjJNdNge2G8O3QtwPjTssgWFVLJjUEq2oZe6o/aiyV%0ABZUqbZIJYwDmzmXk53/iRvkQI1nEjfIhRn32eEyAwqkfJ3F8zooVvLt3LxV2RLsiGOTdvXs5Z8WK%0Axk4UFkur9KMisL9XVARAQIjwJoDvtWtc6Fx09O+53T+DP3E9+2nHn7ie2/0zKDz6f2PmWTcYEZ5m%0ANMcBxMuIsIk+64+0F6VRiMIqCVac7fycRHrVli0s79KFBnusBr+f5V27UrUl9rF8Sx1JlKwD7Q+b%0AqAI56XDm0M2RpI3hD2slVU1WBFU1WPtB0RJwXl18S8B5jZG7VLy5k9kClpeXx+xrur9z5/6MGVPN%0AuHGEtzFjqujcuR/QKLAHDPgT48YF6d//8RiBHeqvaUGaROM7wUlgxxurKRaykEd4hA/5kEd4hEUs%0ACh9TEb2gJrBdsdCbO5eVj5WSSS1jsV5XPlYaJXydCtsA9Bjeg7kNZXReuJC5DWV0L+kedVwp+nzH%0AHfSs2UA+FdZYVNCjZkPUfVqlHydxrBKdXnTE/1D6RmW0ZeUblSw64n/CbVT6URHYGT4fbw4ezAN9%0A+oS3NwYPxh+R1jKx3wiW+I6n2jbMqyaHJb7jmdjvxJi/hW4wItwDpGItaGAQCVWbvRZFyiOirZWR%0AEeWI/SqCVSVlxUmkbywujsr9Awja++MhWd65o+Uf0M/nI6eiwko1qaigX9O81ghbwNyGhvTZAnpt%0Aw+eCnZeTVZ+bXJzGCvrax+06tF/JEjCrOL4lYFbje2/RosMoW1PCg/2X8vjRX/Jg/6WUrSlJiy2g%0Ak1BXEfIqBWlUqj6G/t9UYEe2uTjj4rhjXZxxcVQ/W9lKhS0kK6hgK1sb+1EQvaAmsFXEsSPuuIOR%0ADe9xI48wkg+5kUcY1fBelPBtaeQZ1KLGix7YGN+r/YGNKfXjJI6V0j86ngtkRad/EJ0qpdKPisAG%0AGN2uHT877LDwNrpdtA1o/9xcGkT0/b1BZEQJfl1hRLhH0DEH20B/qBSlaXFBGjvaujM3l5ePOoqd%0AttBuGoV1iiw7payoiPTi226LuSn57P3NQdJo+dy5+H7yE0bYXzZGbNyI7yc/iRWBl15qLcIMBq3X%0AdCyU9MoDHFwpS6+SY63KZem0ayg5YyODfiopOWMjS6ddE8VFZazczPhCMrRfKY3kvvsYtj+XJU/C%0AqsdhyZMwbH/0F6FUSrO75YXtFH1OdlylIE1ZWRlyzhyqDu/Lo1xP1eF9kXPmRFV9fHr809yXdx+T%0AMiYBcFHGRdyXdx9Pj3863ObxLx+nx8AeBHIsHoGcAD0H9eTx1Y9Hj5WshLuC6AWXBDYKKSCbNtGT%0ArdHRZ7aGAxRuCWyVqLFK3rMbOdZK6R+HTeV27olO/+AeCntODbdR6QecBbYKVAS/rmh1dxSv0JoW%0AhZEwDiAGqlBx71C1Ddy5ZAnvXnEFp86eHStI7cWQr/fowYHMTPLr6hi/dSu+OCIwWT9O1oGrZ8/m%0AswcfjBLqvowMjrv11mhnk5//nM/feYcGIfBLybGnncaAhx5KfQKdEGFrVZmR0VgKvhVtrTyBgp2X%0AG04iKv0sLenO2DO2Ux6hHwtqoPTf3Ri2ZJvyWEu3LWXMMydzoLYifDw/K48FV74XHs+Ji4obiYot%0AoIqFXsghIkCAq7maWcyiBisXpqnbSNN+Qm2cjof6GMQgJjCBeurJIIN5zGMVqxoFp/2lbEVlH/7B%0ABC7kJQbnboj6EqjqNtJi9w5F1w0VODlzqNjjLfpHBrUdYp2Ps/b4GXlhvWvuHvP37uW8L76gPOLe%0AWOD38+oxxzC2vfU0Z/vfH+eCzvv5zH8c1eSQTRXHNXzGP3e1o9slP1Xupz4YpMPChdRGzGfA52PP%0A6NHhCPQH+/ax7MCB8PGh+flR4nj00qV8UraXOhqFbyYNnFDYvtE2UKEft9B4Tg0EZS0+kUXA5486%0AJ6+h6o6SPpNfg7gwArxtoEUWe6qwvZgrt24lt0ePGC/mZJHlkGiNFylvahsYfPZZPpoxA4Tgo8su%0AY/zUqfh+9KPGBpdeytpPPqHqnXesxZCZmay95hoGxInChiLL8eYmlLISaR0YmbJSXF3N8ro6ghGe%0A277aWoqrovN1+z34IGvHj+fAt9+S06sX/R58UGU2U0dEuk1uZJrPwb4YctMmlnaHa8+BqgzIqYen%0AXoNh9nnH88se+8zYqNxnldLsKv1cOzxagAOUB6z9ISmvks89rPswFlz5Hj968QwqanaTF+jEs5P+%0AHSWyQyXeE6Fjx3PDdn8hNI1yd+7cn/LyppHtKgoK+oUF9mnlp4W9sMFKyziXc1ldvjpmzMj0jpCA%0ADuFCLozfD6uVjocQWgi5gAWMYQyDGMQqGu0U5035N2sqb6bB7udlLuC1ygb6T/k3E+x7QGgx5LzJ%0A88jMy6ShpiHpYsiTp53Me/e8x8oXV8aI8KTiuFev+F8QmzyVS1Vg37puHa/u3h0lsM9ZsSJKQEdG%0AqENCsmPWWLbV/odXs8bzF67mx8zi3NrX6ZQ1FrAizx9GPDGA+JHnF3ftihLGyRYfhtA0ajyx3wiW%0A7N9DnS3bGvOeO/BBCv2EUkCaiuNIsTq6XbukYjneeTfgj0n/cOrHLaick64wkXCDQweKBUiSRo0j%0A0FIvbKZMYSfwbnExp37zDV2EiIo+OUWWlXyu585l9a238nm7do0+1/v2MeDBBxvHUSxso4JgfT2v%0A2wI6JjKfgue26t+gRdCwwIMbaGn0WSXyfPTDnVm1N9aeclD7Tqy8yXITUfLdvjmTL9vHrnMYuDeD%0AVX+0Hun3/78s1pbXxbTpV5DJmltqo/bV1Gxj2bLRDB26MGpBZCg63RSR0emCggIORHyIh5Cfnx/+%0AXbe8sC/JvIQ+9X1iitasz1jP3+v+rtSPyjiFhYUUlBewn/1UUEEeeRRRRHlBefi894iOPMdk9lFE%0APVlkUEt79nEJf6eD/C58fi9e9CLr314fFth9zujDpOcnRc3B5k8282qgmt8e2MFd+V05rzaHnsf3%0ADB93jD4r+OW7VeBFJUK9vWIzF3wyl8/EkMbos1zOP0+4jG55PV2LPINz1FiFr0o/bkDlvA91tBmf%0AcIODHC4sAHONh0IerOpCyBbnYd9xB8HKSj7qYeUyftSzJ8EmjiROiyFVbAOr7ryT5e3bR7uNtG9P%0AVcQ4qvaDKki6GDIFz20n5xNX4PViSA+gkj997cTs+NHniVZlQpXI86zz5pATnYJJjh9mnTc3bvtE%0A/eR0jb+gMXL//SedF3es3408P+b3EjmSqCxijCfAk+1PBCcvbLDzp3vkEcASiQEkPXvmReVP1xXU%0Axe2nvqBe6ThYOdibg5t5cMtaOn3wAQ9uWcvm4OaofO8OxQWMYz5B/JYjCX7GUkqH4ugc+pN+eRKF%0ACyZy3ghJ4YKJjPzlyKjje+vquC57D7/av5XddXX8av9WpgS+Syk/etER/8P8Nyq5Zf542s3/J7fM%0AH8/8Jq4bbuVYq+QRT1yzkyVieLTrhhjOxDXWfd0tdw9wzo1WzXt2I8faCY3nDZnUEhCxEXcDNRgR%0AfjCijQnfENLqha1YDEVlIaQrQn3TJtZ26BDth92+fYwgTbYYUqkgTXl5fLeRCPGhaj+oioQCOkXP%0A7bSnA3m9GNKFa9LJJUTFD7uqML5TSGi/ipPIiOIzmPP9iRyVD8W5cFQ+zD11EiOKT4/bPlE/Nw6t%0AiCuwbxzamNt9xelvUTUNmN64VU2Dy09rLFSi4rutChUbvpZ4YQN0+PhfjNv9IkGELXwFY3e9SIeP%0AGs+prKyM6ROnk1GQzac3HENGQTbTJ00PC2in46BofXfffaz0DyGTOtuRpI6V/iFRX0bdENjgLI4z%0A2k9gKr+LWvA3ld+R2WGich/gnv90/9zccJpOCJFpF24JbBXoJHwbz7svD/YdxAN9+sY9bwNnmHSU%0Agw06lb9O4XG/mykgcdtELPiJWoQXseBHNS1DpXy704LJqiOO4LXsbOoj8qMzgkHOqaoiJ4W5ceJS%0A1bs3r+XkOI6TSkn6ZiPivRn+GxwKpdlduiaffqsLNyzeFeWHneOHx4Z35qof7ATUyqo7pYnEy+Uu%0AyCqI8cN2Ks2eV5BH5YHYcsG5+blUlNtuE/lZVFTEpprk5WVy4ICVapJKyfRECx3dWAiZSpse9IhJ%0AAdlKhPtG7968uPEE1tOHk1nAe4yhD+uYVPxp+N64t66O615cRGluHbvaZdB5Xz1jqzKZOXEk7TMz%0AHY+DWlrGokWHsXu5ZEGXE5jV4Qqu3jObMbs+odNgEV6Q6tUCxFFLPuKT8nLqyQwfz6COEwoKWVhy%0AolIf4F4KiG5pF14tdDRoOUw6yqEKncpfK1YBdDMFJGEbBRs+pfQOxfLta2+9lapvv7V+Z9Mm1t56%0Aa9TxjeeeGz9CfV6s1Vmy1AzHgjT33ceQvXvx2+flb2hgyN695DRJuXDqxxV45bmtG+64g6VFlZRM%0AgUHXQ8kUWFoUe006RbmdCtKAWvTZya5PtSCNU7XGeAK86f54AjzZfic4FYpJdlzFU1vVdzupFzbA%0Apk2MZGG0FR+Lou6N56xYwSs9YVc768v7rnYZvNKDcGTZ6TioRY0z2k/g/gE38XiHKeynHY93mML9%0A/W9qlejzgLx2BJtEnoP4GZRXpNwHuBeh1in6DN6kmhh4CyPCDzakWP7ajRQQJ/9paFIEpkn6gVsp%0AIMFnn+Wjyy6DYJCPLruM4LPPNh687z6CubnROdhN8n+V0jtUhPrMmSx/+20a7Bt+gxAsf/ttqmbO%0AbBxr2jR8gehH2b5AgOJpsSWuIXFqhmNBmksvpd8DD5AjhJWHLQT9HnggRviqFLZxBV54bofgUVqW%0Ak3heWruRsVfC0h7wZRfrdeyV1v7IPpxyuZ0K0oCaH7aTyFYpSKNSrTEVqKSAJIOTOFYRzyqe2p/m%0AfRq3zSd5n4TblJWVEQwGeWLLFjp98AFPbNlCMBiMShNZ9JKPtfO38pv542g3/5/8Zv441szfyqKX%0AGj+SnYSvW8L4F5WTWcywqLznxQzj5orJKfXjhji+rGtX8nxNxvFlpKXAiwpM2oVBumFE+MGGFMpf%0Aq0SWk4r0uXPZeeSRvDxuHDuPPDJW5NgL36Kiz02Er3Jk2Umoz53L2ttuo0pKK8daStbedlsjp0sv%0AZe0111CVmRllwxcpAlWqQioJ9QceiB/lfuCB6LF+8YvosW65JWU3EnBexOj70Y8YMWcO+HyMmDMn%0A2p4whX6U0EbXIzQXSgshJ2TGXwg5ofGRu0out1NBGoCx/cdSPrU8Kn+6fGo5Y/uPDbdxEtmnn74z%0AqlR6aDv99J2N3BQWOqYCpwg2tKwozacJjn9CabiP2gQLHesiFjp+vnc9+/5wNn5/gJpsH35/gP1/%0AGM/yvRvCbVTysDOyfsDU4Izo3OfgDDKzfhBu4yR83RLGOkWfv1dUBMJHFg1kUksWDQgh0lLgRRUm%0A+myQThgRfrBB0fFBJbKcVKTbBV4+sj8EPvL7CTYVOZdeSvCJJ/jI/gLwUXExwSeeUPbCDkFFqDu5%0AgFTt2sXyhQujo9MLF8aIfcf0DhWhvnFj/KqPTfLjXUkBsUVvbvfuSUWvqsBu0WJIj4SvElxKy1q0%0A6DCefE3Q70FB7wes1ydfE2HBqrQQsnvnuH1H7ldxEnnq3KfIz8qLOp6flRcV5VYRx04i2+0UkWRQ%0AiVCHkEyoOzmSbBJ7+SnzyRIZ1Gb7yBIZXE8p34pGx5JjS0sZPOYG6vKyKP3pQOrysjhm7A0cW1oa%0AbnPOihXUv/Y1ddk+Sq/qTV22j7rXv45KAVFZoPiL7neyWJRER59FCTd3b3wS5iR83RLGOkWfQ+P8%0Arnd3fpbxIr/r3d1Eng0OahgR7jFU0j+cos/07k1lVlZ80RWRd1uZmZkw79Ypsuwo0u+4g7XZ2dHu%0AHoFArNtIMEhVXp7VJi+PtU0en7qVAuLkAqJqw6eSluEo1Hv2ZMjOndF52Dt2kNOzZ1S7FqeApCh6%0A0+424uF6BKcUkFBBmqg87O7EpGU59bNdnMTNn8NXB2BjpfV68+eww2fZsynZ8HXsFrdN5P6GmnVx%0A20TuH9Z9GKVXLKBX9x9yw1/up1f3H1J6xYKYXG0nuCmyW+okopICcnHGxXGF+sUZF4fb5BcUxHUk%0AybfzsN+aV8gjYy6mOjeT+Vf1pjo3k0fGXsxb8xrTZ/rn5rLwksN45K8n8OFFh/PIX09g4SWHR6V3%0AqLZxShMZkNeOoIi+3oMiIyr67CR8Xc171ij6PLpdO37RexAPjn6KX/QeZCLPBgc1jDuKh1BxAHEq%0AL+5U4EWlHxUXEEfXjcxMXuvbN9Z1Y906cuzHrm65jTgVrQFnFxCVPiLh5MLiVhl4lbESQrdiMy6V%0AnHYsNqPg3qFSDl2ln6FPDOGzHY0RzBCO6zqYZT9Zjj/bT7Am9tx8AR8N1ZawzMn1UV0VOy/ZOYKq%0ASut3c/MyqaqMfRqVk5tBpS2OCwoLORCnHHp+QQHlTcqhx0NTh49EbVLpI5lLSKEQlMdpUwCU2W0K%0ACgvpVX54TFn1TQXfhs/ptFfep//PP6JoezVZNUFqAz72d8tmzUMjeOe87wGWe8fmT7ewu3OAig5Z%0A5O2ppeOuGg4/vicfDBtGybt/ZddX+ezpmh8+3mHnATr3PcCSU617jYoThqttViynPNj4vijw+Xh1%0A8OBWc934dN9WNm/+fxx22C84vl0PI34NtMKyscsAGFo6tJWZqMG4o2gGpYWFCtFnpwIvKv04RYVV%0A0j82FhfHjzwXFyuPE4JSCsioUfjtD26/lAwZNSpKPDu5gKikkUQiqSieO5cuEyZw/tq1dJkwIe7T%0ACN+TTzLC5jKioSGhAHccKxlSXISbdvTqFT/6HLEewSny/PRbXRg9qyQqx3r0rBKefqtLuI1KCohT%0AQRrVfmoa4jv1hPbHE+BN98cT4E33hwR406hxpDA/vfy0uBHh08tPi+nbDa/rZMdV0khmFl7FtMzp%0AnO+fYLXxT2Ra5nRmFl4VbqOSAtKrf2dKr+qNv15aedj1ktKretO7f2M6T//cXL7tX0BFhywAKjpk%0Asbl/QTj6PLj7YDYPKIo6vqV/Ecf2GBzuQyW9w9U2CtFnr2CizwZNsWzssrDwNUgfjAj3CCoOIE62%0AdqoFXpzGckoB2fjmmwRro8tBB+vqosRz8W23xc97vu025XHC+5zSMubOpd+f/2xF2KUkp66OBguc%0AKwAAIABJREFUfn/+c0z+uZMLiGs52HYKSG5dXeIUkEsvpcuGDZw/fz5dNmxIjwtICotwneCY3qHQ%0AZum0a+K7gEy7Jvz7TosYVWz4VFJAwgVpuo2Hk/5pvUbuB/aUL4/bT+T+sLVfk34SWQEmg4owTpb3%0ArJK6odKPaptkxz/I+Tgul/dzPg63efixoezpnkNDhnWnaMjwsadHDg8/1hjJUknvuKxrV4aU7orK%0Awx6yYFdUzrLTIsUrevQm1xf9hSnHF+Ty7r3DP6ukd7jdxuQ+GxgkF/yhY/sX7Gf/gv1KbdsS0uRD%0AZhCJRJHl4rPOakynCNna2ekUIVu74pkzybnuOqtNcTHLs7Mb2/j9LO/aleLCQnJSGCsUFY5MAYmM%0AChdXV7O8ro5gRGqHr7aW4ohUjpzrrmPIqlV8/s47NAhhRadPPz3MVWWcSIQWDsaNCt9xB77KSkZs%0A3cq7xcVWpcWqKusJQIS49f3oR4wYNIh3r7iCEbNn42uSJhIS++9ecUXzbfiS5T3HEdotzcNOmppx%0A330snXYN155WTVUG5NTDU+9kM+ye+9T7IH4RmNGzSqKKwCzdtpSxT42iXFaH24x9ahSl1y4M93Vt%0A/T/jR5/r/8kS7kwaeV5ynbX417Lbi14s27jfgooXdm39djhmBrQ7Dvw50Pd66DSS2s2NDjW5We2g%0AYrclrI+4Gr6eBdtft/bbePDsJzn10/+S4RvA1VNWM+uhKdR3OZkHjz8laux4RWCaIlLUhlI3QriQ%0ACxnAAPy2S8UFXMC5nMtqVofbhBYfTmACNdSQQUZMOfSJ/ovo19A3pp+1/nXKY12UcTF96/vEHF+X%0AsT7cx9+3rOCXj/6Xs+9aSU2mIKMuwEe/PYUXbrw33KbnUXnMv6oLE+5dQ022j4w6SemVxQzq11gN%0A87KuXXnx6F1U2E+NKjpk4eucE+PwMWVyMW/ddBSVHbJYfVo3Ou2u5dkE0ecQmi5i9IkAmbIakIDA%0A58uOm/fsFAV2vU3vp5K2Mzh04GXKRaKxQvv3L9jvyEmFb1tLI/EaJhLuAZQWFirY2qkUeHEjBSTn%0A/vvjLyy8//7oPh58kBw76prTqxf9Hnww5txTiT4nFKx2pL9LZSXnf/UVXUJfBuKkXTi5gDgd92rB%0An0qbkPCNihw/NSrcbukpA+NHnk8ZGN2HavQ5ItrbNPp87TMTogQ4QLms5tpnJoR/Dkeim0af7f0q%0Akeew3V6TPiJt+J7KuID8mug2+TXW/hAyj3sU2pdYAhys1/YlZB73WLjN/xs/B9/gGZZAz2oHfa/H%0AN3gG/29841ONU/ufTMOFv6Lf+XfQZWMlR50/lYYLf8Wp/U+OOoeWFoFRjXI7lUMfNaeSsl6FNAQs%0A+8OGQCZlxYWMntv4xdHJ6/qRlY9SXtyOoN1HMJBJeXE7Hv2yce6+V1RE///uoC7bxwdXHUFdto/+%0A83dEidprjxjDkNIdURHswQt2cE3vMVH9gLPDx9MXjeKu4wfyQJ8+3HX8QP4yaVRK0ecMn483hwzh%0AV4Vf8BOe5H8KV/Lm4CEm8txK0Cli6RUXt8ZR6Uen+U0GlSj30NKhDC0dStGYIorGFIV/TrUfXWEi%0A4R6g+OyzWf7II9HlfJukZRRv3Mjyvn1jSv5G2toVT5vG8gULCEb4zTYt8KIyFjhEhTdtop+UrO3Q%0AgQM+HzkNDfTbuxf27VPvI4U2TpFaevViae1Grj0HqjLqrYjvazAsK37aRSIx35wFf2OfGRu94G9o%0A15gFf2OvhNJ/d2VYCv2oRJ+TCd8lt39tRZZldVQkt3z761GR5cnPjaC8Ntr1ory2nMnPjWDNLVbK%0AUV1GTzjmlpiocd2O58O/U7VjM7QnJmpctWNzuI1T9NmtyPOYKb/lQBACvMPV9GIW73AAGOP7LeVX%0A3wnAiZ0GsmbnHrIO1HP1jcuY9ehQavP8nNR5QLifswZfSLCyMiaKfVZuLvUVVrT2vMofxI8aV1pR%0AY5UIdimldKc7RRThxx9XYKtEuQEWspA3eZMKKljOcoooijp+2nG9mP3jnpxzzwZqs3346yQfXNWD%0A649rvFY2HdjEqpdWMW/yPPwBP74aHzc8dwOPTbREdpd+nRhz11i+uOZfkJtBZm0DY+4aS+e+HcN9%0AZPh8XDbtFL5q72dS5xyC11bxvX3BKFH7/U5HcMPkw3jrpiwqOmTy5ant6bCrjjmdj4zq583Bg2NK%0Accdz+Ghp9Hl0u3Ycf/Rkli17jKFHP0YgcOjkPesQYfW6Dy/7aek4qUSfWwqnsUKvKhHwZHy9PKe2%0ADBMJ9wAqiwJVbO1UCryoLkBcum0pZy6ewkM/CnLm4inRUdhevfisO/y5ZCtSwJ9LtvBZkwV2jn0o%0AtnGK9oJzrnFkX4kiy0+/1YVRs0pYSg++PGoGS+nBqFZc8KcSfQ4L3KaRZXv/rsoNluiNiORyzAxr%0Av40GkR+3j/B+YGvvm6B9CYGqTK6/8lMCVZnQvsTabyOzPjvuWJn1jeftFH1WiTzfuVPga388/T6t%0AtCLPi6vwtT+eO3c2irIDttNK0+jzgQgHlhdGnIw85VT6nXOL1c85v0CecirPn9gYwW6w04qa9tMQ%0AkW7kFKFeFHgv7vGFgffCfdQlKAJTH1EEpiCBxV5kqXOVcuh9j7iTi+a/j8iup+6qzYjsei4qfZ8j%0Ae0dXYl35wkoy8zIZe9dYMvMyWfniyqjjwTe+IZCXxWl3jyOQl0XwzW9oirNOGcDPhx7Fzw47jJ8P%0APYqzxvWPOp7h8/Hkhcdyecdn+Qkzubzjszx14bFpqWyoikCgOyNGrCcQiG8b6SZMhDXx77sRsdSJ%0AixfjqPTT1iLCKlHupm1b2o9uMJFwj1BRu5Hv5H6KyGS33E9FzTfRDe67j4pp1/BdXgNF1T525zVQ%0A0a4K7nkkup/vD+K7mdUUVUl2Z1VTEZF6AFZxkS+KtlCb0Zf2ZLIrYz/vFV7BnkVTGTnSEm8x+b3b%0Ao/N7l067hrHrp1EeqOSD4q/Ym1tP6ZFQ2ueaxNHe7fGjvdcv3kV15/Ew1Ip8jppVwuMpRHshIte4%0AacTXzjWOy4doPr9fn0v1wOgobXWnkfx+/UxCXg1V322P+7eL3L8nczPUEhPN3ZPZGBFWSbsIRZ8D%0AGceEI741TaLPlvCdGhNZzpw/A4Dd/WZATh/wWY4PIdG7O3tGuI+cvKOg1/kxfeR893K4zand+/PK%0A3mr6fbTbEqwf7+GLcR05rXujqPpiVh08NjUmavxFdgAetdo4RZ/v3tcZX4fjyTwAV9/4KbMeHUpD%0Ah+O5e18HTrfH6X7C77ktnNPs54J7v6Dh3gYrp7nemhuV6POZB06P3+ZAYxs38rDf/ewiLvv7CM65%0AdwO1mQJ/XYBFd45gfmPFb8rKynjxohdZ//Z6Tp52Mu/d8x7Tz5jOpOcnRbV587+r+aq9n8mdbyC4%0Ay4osvzjuxag2TggEujPmxgAV/kfJbL+XutPakx/8UYzoHHnbSM585Ezyu+Yz5LIhlH1bltJxVZzS%0AuQ89u3Vk27aZ9Oj+E/pFRMHTAa+ibV5Galsylk4RVq/68LIft8ZRiT67BdWxknFQ6cPLc2rLMCLc%0AAyyddS/jvv4tPU7KZdr8Yh4+aQu3f/1bSmf5GGY/Pl96ykDGrYceO7c2tukCpacMjBK+4579Pj2G%0ANVhthm3g9me/HyV8t4uT+PkXL1F8ejHT5m3jkTN6s+mLdfzt1JFhPmHh21TUhtIcIkTv3gSiV2WR%0AnZLwVUhzCEd8mwjJXZv+N9wmnHbR5JxCaRebet8BOcUEKn1hAVjTvoRN2Y32jjnbdkGnWC4523aF%0A2wRyesIR18VwCWyfGW6jknaxtfdNkH0Y/f67Nxzx/WJcCVtzGlNpnITv97v24/UyCESI3ppcP6d2%0A7Rfuwz/kD1BZFXPe/p6jG8/phEeYGl6IZwnfc+9tsBbi1Y0CIFhtLTZsurgwtB/s6POBA/RjMF2Y%0AwFHn/IIv+ILn8/P5S3k5n5x8MvUVFQxscvyTvDyw0xH+2/AuXekck7rxn4Z3wuOopHe41QYa87AX%0AsIAxjGEQg1jFKsCOPJdOpzq7K3WX7yDjr125aMH7HHn73VF9qIjas05pTJXhsJjDyig553Y+HNEX%0AZJDAw1MZduLtMW16Ht/4hC2/az75XfNjjkd+eDY9HoLKB2zFtVcgDgyh+MPzE7bxaoGXF+N4JXy9%0AFKw6iU2duHg5zsEsfN3i2VbONxJGhHuAaz+7m/JOsGbwKfzs5Ins3fsSbH+daz+7OyxqJz83gnJZ%0Ax5rB46PaRObuhoRmsja/XbGJ6oEzWNPuOH42rIa9BQHYdwq/Wf4yF4yw+Cyb/o0VzeV1e7P3Z30D%0At6uJ3nBUt2lEOCLau+a2HVAVKyLX5GTDDXabx+uhLpbLmsx6+KP1f5WI71dT66EmOk+4BvgqUA+3%0AQNWkn0FVTYxArMoJQKWVJrL6sTqQsX2sFnVgP5D46lc7oTL2nL7KzQmf09dTK6Aitp+v8yrAzvA4%0A89x/R7hYNApfK+L7Y8BZ+P5n3PkQR/T+Jz8f7Eqhq049EyoqYtqsihC+79a/Q2c6xYjRd+rfDs+v%0AG9HncyrOiH+8IjUHEC/bQPI8bNXIs5PoDcENkRgIdCcrsxu1tVvp1u2qhKkXXn1QC18WhYUnpjUF%0AxAjf+NAxwpruPrzsx+359VJEujGWSh9tURh7CSPCPcCymXVhobk3UvRmRog7W0Q2bRMSkZFtArzD%0A5DhCE+CLm5dD1ScECDA5Mnqakw1TrDbStgBvKiRD+7+9owqqpsacx7c5AfiF9f9NdzbEFb2bAg3w%0AS/sXqqw0kxhrtqrG9JNgXXwuwYi1hLUX3WpFc5u0qc3NgYqfWudUI+OOFdp/YdXZ8QVgVaMArLTT%0AsZv2URlRayVYWRW3TWg/QFVF/Dah/aAW8XUSviopF24JXzciy25Enr1uU1BQwNbyreGfK+x/kXnY%0AKpFn8EYIhcao/bQL0IUD15zEMt8y11MCdGvj1TmpwERY1cdsye/qwKU1xjHC9+CCEeEeQCYQmjJC%0AaIbEYkybGhnTJpHQBJSEbwgJfYurauJyCe0HCCbgEozgohI9deQCNCQQvg0RwtdpLBUBqMLXrTZu%0ACF+vUi5U+Tq1ccsBpKCggIXlsW0ihbFb/YTysJN94KtGnpMhXSJRhJ4epThWW4MRvmrjeQGvIqw6%0A9dOWrx2D1oUR4R4imdBUaeOlSHSDi5fC12ksr6K9qm2g5cLXq5QLVb4qbVT62Eps5DkSC4YtQAZr%0AKXvf/hJ23HIKC05k2Hsnhtvk+nPZ2pA8gr1g2AKgUYwWjbHOORXhqxJ59lL0epUSoFsbJ7S1aG9r%0AjNPWIqw6cTEwaC6MCPcAXglNt9p46X3s1jmpjOVFtFe1DbgjfN1Ky3ASvrn+XBY2tDz67HQ8159L%0AZUOTiqQQM44V4bVEeFZWt5iI7wejPwCSC+x0IF7kWQVeisS2unhLBUb4GhgYtCUIKaVzq4MAw4cP%0Al4sXL26VsTuKjkxmMkUUkUUWtdSyj308x3PskXuU2wghGMQgJjCBeurJIIN5zGMVqwj9Hd1o4yaX%0ASUyiD33CAnAd63iJl1zlqzKWEIIe9GA/+6mggjzyKKKIrWxNma9bbRIh1CYvI492De1iOJcXlFNW%0AVqZ8Tk5t8jLyEgrfpukYIVGbdcJOcnKOihIITv00Z5xk4nnpyR9TfmAZIz48v0WLD91o49U4qm1U%0AcDCKcAMDAwMdIIRYIqUc7tSuTUfChRCzgEHAG1LKe1ubTyK4GT11I/KZ68/l6IbYNt8WfOsqF5Xo%0AqRMXt8ZSSU9QyRFWPSeVNk4R34p6Kxq96IQXqK3dSo8XvqJfv8ei2jotGlRpExpHJQobEr4l78UK%0AX6d+UhlHNd853a4bXsPLyKgR3wYGBgatizYrwoUQFwJ+KeVJQoi/CCGOklJ+1dq84qGgoICjy5ML%0ATRUx6pYArKivYMunW1g7ZQFnyK60f3wdnbMeosfwHsp8VQSriuhy4uLWWCpcQtHYRKI3lXNyo00I%0A2dnF1NXvobg4uuqhyqJBlTapQCfh65ZgdaONSSswMDAwMEgVbVaEA2OBF+z/vw2MBrQU4WVlZY5C%0AMyRGN/18ExdlXcRRzx9F2bdlMW3AHXHX8/ie7CjoQ/mBMgaU3BklqkJ8k3FxU9wl4+L2WCooef97%0ALFs2muLihWkdRxXWgsMTEx7XSYyqtDGC1cDAwMDAoA3nhNupKA9LKT8XQpwODJNS/q5JmynY7ti9%0AevUq2bhxYyswbURNzTaWLRvN0KELWz2H1cDAwMDAwMDAwH2o5oS3ZRH+EPCclPIjOzVlgJRyRqL2%0Arbkw08DAwMDAwMDA4NCAqgj3eUEmTViClYICcCzwTetRMTAwMDAwMDAwMFBHW84Jfxl4XwjRAzgT%0AGNHKfAwMDAwMDAwMDAyU0GYj4VLKMqzFmR8B46SU+1uXkYGBgYGBgYGBgYEa2nIkHCnlXhodUgwM%0ADAwMDAwMDAzaBNpsJNzAwMDAwMDAwMCgrcKIcAMDAwMDAwMDAwOPYUS4gYGBgYGBgYGBgccwItzA%0AwMDAwMDAwMDAYxgRbmBgYGBgYGBgYOAxjAg3MDAwMDAwMDAw8BhGhBsYGBgYGBgYGBh4DCPCDQwM%0ADAwMDAwMDDyGkFK2NgdPIITYBWxM8zCdgN1pHiMV6MTHcEkMnfgYLomhEx/DJTF04mO4JIZOfAyX%0A+NCJC+jHJxmKpZSdnRodMiLcCwghFksph7c2jxB04mO4JIZOfAyXxNCJj+GSGDrxMVwSQyc+hkt8%0A6MQF9OPjBkw6ioGBgYGBgYGBgYHHMCLcwMDAwMDAwMDAwGMYEe4unmxtAk2gEx/DJTF04mO4JIZO%0AfAyXxNCJj+GSGDrxMVziQycuoB+fFsPkhBsYGBgYGBgYGBh4DBMJNzAwMDAwMDAwMPAYRoQbGBgY%0AGBgYGBgYeAwjwtsAhBBa/Z2EEKK1OYSg09zoxAX04mPeM4mhEx/DJTF0eg/rBN3mRSc+mnHR5nrS%0AaV6gdflo80cxiIUQYhCAlDLY2lwAhBB9AKQGCwl0mhuduIBefIQQxwohhHnPxEInPoZLYmh23zus%0AtTmEoNO8gF58NOOizfWk07yAHnyMCNcUQogTgJlCiJzW5gIghBgBPCiEyNWAizZzoxMX0IuPEKIE%0AeArIFkJktjIXbeYF9OJjuCSGZve90cB0TbhoMy+gFx/NuGhzPek0L6APH+OOohmEEDcDPYEBwHrg%0Aa6BGSvlEK/H5kc3ne8B7wFagXkr5XCtw0WZudOKiGx8hxG9sLt2BamAZUAU85HXEQad50Y2P4ZKU%0Aj073vbNsLhOAucAeACnlG63ARZt50Y2PZly0uZ50mhcd+ZhIuCaIyEmqBvoCt2IJl6uwRExr8ekD%0AjAAeAIqBnwKftxKXVp8bnbjoyMfGaqAL8ENgKfBj4HMppfQq9063edGJj+GixEeL+54QIgCcA5wN%0A/BX4AdYcLfeai/3fVp8X3fhoyqXVryed5kVHPiEYEa4JbIEyBjgT2IV1AQ3FEjGXCCGGh9qmW8iE%0AcnjtxzUlwGKs98ogYB1wjhBiYDo5REKnudGJi458hBCnYYnvbOA0rJtdKXCVEOKUUCRcCOFPJw/d%0A5kUnPoZLfOh03wtxAY4GDgf+AWzEEhDbgJOFEMVectFhXnTjoxMX0Od60m1edOMTCSPCNYGwcrd+%0AA0wF6oHHgBVYf6PewFF2u9OB4fF7cQf2m/Vk4A7gfnv8R4APgUxgJFakEyHEOJHmxUI6zY1OXHTj%0AI4Q4FrgHuAlYAzwOfANILFE+3G53NnB2mj8EtJkX3fgYLvGh033P5nIa8FtgFjAO+CPwNpALTAJy%0AbC6j7Yh5OrloMS+68dGJiz2GFteTbvOiG59IGBGuDwZiRTq6AH6si6c/sBN4FDhcCDEeS+TsTBeJ%0ACGE0CqgF9mO9T/6JFYXZADwDDBBCnAP8H5DuSKIWc6Mhl1blE0dEdwU+wop+ZwJ3YkXyKrEe/RUI%0AK7/118CKNOeHm7+T4aIMne57EVxOt183AUXAIuAI4Aub12AhxHlYc9YpzVxafV5046MTlwi0+vWk%0A27zoxieGn1mY6T2E5dc5CfhUSrkhYv91WALmLqxvqTcB+7C+0XYEXgX+Gfk7LvI5D/hQSrk9Yv89%0AWI+yJgIXY+WV7cWKbGYCnwJzpZTrXeaixdzoxEU3PjaXicBqKeXyiMd947EWvLwJtMPKSdyBdVM7%0AAngSeFtK+bXLXLSYF934GC6OfHS6750KLJZS7onYfy/W3JwLXGPz3QYUAOXAFuApKeU6l7loMS+6%0A8dGQixbXk07zoiOfpJBSms3jDevb6lT7tT1wfcSxm4CHgOPsnzsAPwMGA7408RkC3I71jbkzcEXE%0Asd9hCadT7Z/7YD3uGgBkHsxzoxMX3fhgPda8HTgGKARuAwL2sfPt90iJ/bMPuBIYfrDPi258DJek%0AfHS67w0H/gcrh7cTMCHi2APA08BkLKEw3J6rfkD2wTwvuvHRjIs215NO86Ijn2SbSUfxGEKIPCy3%0AiI1Syi+xcpTaCSGyhRD9pZQPY30zu8n+leFY39y2yzSY7QshCoCLgJVSyjU2n642n0Ip5a+BzVjf%0AHMH6kOgG7JBS1rnMRZu50YmLbnyE5Tl7I7BXSvkF1gdBLuATQoyVUr5sc7nO/pVxWIs0N7vJw+ai%0AzbzoxsdwScpHp/teEdZCuo+lFdH+LdBZCJENIKW8DWvx2EB77I5AA7BNSlntMhdt5kU3Pppx0eZ6%0A0mledOTjBCPCvcfvsL6d1QshXsGynvoW+BuWXQ5SyulAmRDiFqzHkPdJKXelic/vsR5d7RJC/A3r%0AkeiXwMtYq4iRUt5t87kEuBT4f1LKvWngotPc6MRFNz73Y+UcFggh3sWKfO8D/oy9WExK+QhQLYS4%0AHys95U4Z8VjQReg0L7rxMVwSQ6f73gPAWcBXQog/A6NtLv8SQoyy2/wfgBDiFOBq4AkpZXkauOg0%0AL7rx0YmLTteTTvOiI5+kMDnhHkIIMQur0MJfgeexFgQsAj7DsswJYOX9zQCOxcpTWimlrEwTnyex%0AbIwWYC3a+AJYguXz/DFWHu9FWI+1JgFrgVVSyqo0cNFmbnTiohsfIcRfsHJR7wX+g7W45y0sC6wv%0AsET4TVjRvELgSOAzKeWBNHDRZl5042O4JOWj033vT1hrJjZgXTNL7O1brGuqCusp0tPAr7CuuRVp%0A4qLNvOjGRzMu2lxPOs2LjnxUkNFaAx9qEJan63tSytlCiP/Denw/G8sDdiRWPtIpwJ+klDVCiFUA%0AafwgOg74Qkr5sP1BkIO1mK4GSzi1Ay4AZkop64UQ/7LopOWmos3c6MRFNz72Y/NXpJSv2BHuHKwI%0A3clYBUXGYT3yfExKeUAIUQfscfuRuc1Fm3nRjY/hkpSPTve9scBWKeU9QoinsWw8l2IV4umB5Sx0%0AFdbCywYhxFNAME1ctJkX3fhoxkWb60mnedGRjypMJNxDCKtAySysb6Y1NPp3XocVXbxKSrlaCOGX%0AUjZ4xOdxrEUbG4HvsL4pXgVsx1roscILPjrNjU5cdONjc3kWKxKTgxVx8GFVHfMBl0gp1wshfDIN%0AubxxuGgxL7rxMVwc+ehy3/Nh+X/3BT7Acj0BuASr1PhtUsolHv6dtJgX3fhoyEWL60mnedGRjwpM%0ATri3OBx4A8s/eTvwHpaYKcfyrqwF8PDNMQz4L9bChe+wrIs223zWYdlfecVHp7nRiYtufLKBF4Fp%0AWI/RV2B9ENRgPVkrsrmkVYDb0GledONjuCRGq9/3hAh7F5+B9Zj8N1ipJ3OAr4ADWJ77n6WbSwRa%0AfV405qMTF52uJ53mRUc+jjAi3CMIIYSU8hvgJaxvZcuwHo9cDFwLvAOcJdJczjsSUspPsQTVj7Ee%0AgfYEJgC3YEVhxkZ8WKQNOs2NTlx04yOEyJBSVmAtcLkCy1PVj1Wm/hLgT8AkIUTa09x0mhfd+Bgu%0AyaHDfU82PoL+L/B34EfASiy7tHOxPJ4zgBPSyaMJp1afF1356MJFt+tJl3nRlY8SpMeeiIfiBmTY%0Ar92wqjZ1xcpR+ggYYx+bDgzwmE9nLK/ZI4FeWI9Dv2cfewg46lCaG5246MYH8Nuvh2G5oRRgCYYP%0AgXH2sRuxbNQOmXnRjY/hosRHp/teByzLwSH2tVUKjLKP/RU48lCaF934aMql1a8nneZFRz4pcW9t%0AAgf7RqN4OQLLxu0i++d2wPER7dJSkMKBzwHgLPvngcAI+/8Cu/DKoTI3OnHRjU8El95Yj/iujjg2%0A1Iv50HFedONjuCjz0em+V4Vl4ZmBtbB5ZKgNkH8ozYtufDTmotO1bd4zLeXf2gQO5i3izVEMfANM%0A14zPXXHaiENtbnTiohufOFx+G+994sX7Rqd50Y2P4ZISH13ue18Dd0cc80W+HkrzohsfzblM9+pv%0AovO86MinWefQ2gQO1q3Jm+NbYFrEMU9usrryMVzaBh/DpW3wMVzaBh/DpW3wMVz056Ijn2afR2sT%0AOBg3GvOTtHhz6MTHcGkbfAyXtsHHcGkbfHQSDDrNi258DBf9uejIp0Xn0toE2voW+oMDg7Csg0Le%0A60diPR7x9M0RMX4fIL8Jn41e8tFpbnTiohufiLGHAkMi9vc1fyd9+BguSu9hHe57obF7NpmrI1qR%0AS6vPi258NOOizfWk07zoyMf182ttAm19s98YY4B/AcX2vi7AeuAer98cWJY842w+HSP2fUtEvpRH%0AF482c6MTF934YC1gGQe8DQy297XHKvU7w/yd9OBjuCTlo9N9rx3wfeAtIMfe1wvYhr2mwkMu2syL%0Abnw046LN9aTTvOjIx+3NlK1vJmyvyTzgSSwRsxroIYSowfJfv0FK+ZbdNu3VA+1xugKPYkU0vwGy%0AhRC5WB8Kt0kp/+4FH53mRicuuvGxuWTYXPphlcw+2ubyLVbltQ895KLFvOjGx3Bx5KSk6ui2AAAX%0A0ElEQVTFfc8eoy9WoZCTgK3YhVOwHpvfJaV8wkMu2syLbnx04aLb9aTLvOjKJx0wZeubAdswXwoh%0ABgO/BD7HEi3fA1ZIKZ+KaJshpaz3iM9I4CYs7+ZarOpRL0kp/+0VH53mRicuOvKxx+kD/BrLqeEj%0A4HSgVkr5m4g2aS3xq9u86MTHcFHio9N970zgVuB1rEfnA4F7pZRfRrT16npq9XnRjY+mXFr9etJp%0AXnTkk06YipnNw0QhxGnA00AZVu5sPTASWCmEGGwfx6M3xw+EEN8D/g/Lx7kj1sU8EtgrhDhaCDHa%0AIz46zY1OXLTiI4T4oRDifKzqYlXAAKzHnyOBd4UQA4UQk20u6S7xq828aMjHcEkMne57xwshRgE/%0AA9YC1Vjl6EcCuUKI/kKIEptLuq8nneZFNz46cdHpetJpXnTkkz7IVsyFaasb8AawAitf60xgFvAZ%0AcA5WBbTPsQz1+3vAxY+Vy/s5sAarhPhsrG+OZ2IJq0+BDUCfQ2xutOGiGx+sssdfAV8CJwMzscTD%0ABViP+pZifTAMOpTmRTc+hktCLtrc97AqF75lz81S4GZgDvAf4DSgO7AQmA/0OFTmRTc+OnGx+Whx%0APWk4L1rxSfdmcsJTQMRjj2+wbrZvAkVYJYffw1r9fhNwC9bK3dr4PbnGxwcEscTSQuAdm0+JzScb%0AeBa4B+gElKeRizZzoxMX3fhEPAr/GOvm/w+sRZgDsD4URgI3AD8HjsG6IaaLizbzohsfwyUpH23u%0AezbKsa6TfwL/xvoS+zPgXSwR9TTwF6yqfem8B2s1Lzrx0YyLNteTTvOiIx8vYNJRFCCEEPZ/s+3X%0AD7CscfKAO4HfAouA+7DEzX+BzVhvpHTyyZHWV8f3sL4xtgN+ZW/fYH2zfgMrSrMfqEsjl1afG524%0A6MYngks7+/UzYIvN7R7gd1jR8RuADVLK94GVwPY0cmn1edGNj+GixKfV73sRnHKllJVY87AY6Iwl%0AwH8G1GDlhj8NPAdUYglxtzloNS868dGUS6tfTzrNi458vIQR4QqQUkohxBnA34QQGcDrUso/A4VY%0AF83XwBRgGbAHuBh4W0r5XRr5fB94yN71D2mtEj4S6+J9HzgfWIf1Nz4BeE1KuTdNXLSYG5246MbH%0A5nI68IwQIl9K+Y6U8mEsofAe0ABMw/pgWCeEuA34QEq5K01ctJgX3fgYLo58tLjvAQghxgJT7R+f%0Ak1K+CpwILJNSvom1wG4HVjpKF5uv64JKt3nRiY+GXLS4nnSaFx35eAnjjqIA+2Z7I9Y31b1ApZRy%0AnxCiG9ZK+COBCqAU+AJYn64Pogg+N2N9AGwF6qSUFUKII4D/xfpmXQW8Yr/Ol1LuTiMXLeZGJy66%0A8RFCjMF6xHm7vWuvlHKXEKIdcCmWpVo5VjTvDSyHlD1p4jIWTeZFNz6GiyMfne57vwRuw0rrQkpZ%0AK4ToD/wZK0JXhfXo/DBgdjq+0EZw0WJedOOjIRctried5kVHPp5CapCYruMGdLJfBwOfAEdhLWCb%0AA7SPaJcD5GItpjgijXwK7dfjIviMwfIXLYho1x5rJfF5QIeDfW504qIbH6wIXJbN5SPgeOAUrLST%0AznabTKxH5AI4CzjuYJ8X3fgYLkn56HTfy7ZfS7Ail33t6+khIDeiXTegN3AhkHmwz4tufDTjos31%0ApNO86MintTazMDMxzhZCXI+VN7sYa2HNXuByaX17PQH4AZaFTiFwEbAkHUSEEJnARcLyoAVrZXAk%0An3IhxPFYHw5/xqrOdgHWauJ0QJu50YyLbnzGAr/HWvxTCszAssC6UlpR8BOAy4C77PYXYaWkpAM6%0AzYtufAyXONDpvieEyAGuFEIMsMdZgiW+64EfSykrbS7FUsqXhBBHYzk5lGKlFrjJRZt50Y2PTlxs%0AaHE96TYvuvFpVbT2twBdN+BaYCfWt9MTgVXAv+xj/bFWwY+1fxZAfpr53AvsBgpsPl824fNuBJ8i%0AIr5lH8xzoxMXnfjYfZ+GtbAnx+byOTDPPn4s1qr8cRG/k3Owz4uOfAyXpHx0uu/9Fav0fEesolar%0AgL/ZxwZgLaQbY/98OPbTpoN9XnTjoxkXba4nneZFRz6ttbU6Ad02GvPku2E9tp+IZeOWjWUZNB9r%0AxXuJx7wGAU8B421eAa/56Dg3unABfBF8XmxtPjaXXCy/1Svtsdvx/9s7/2i9pjOPf54EIeJHImFM%0Ak6CRMqkxpEEiiqhRUqtJVOlo1Y+mtWirY5gWnXQ6pp201aAJwnRRNYJgNJNG1I+RwSzFZJA0MWPG%0ApSEEkVZDQwjf+ePZ783JXTc3dzRnv+fc9/msdZeb9733vR/77L3Pc/Z+9t6+5+r81PkfXLyuGa5T%0AJcql4PPPzfSpUnuqkksHnyr1ex/DZ5b+HLgFT/f6Gr414TxgVAaXRj/T9HKpmk+VXApOTW9PVWpL%0AHbwq5dOsr9gdpQNKtQOfGhoAjAWek/QWMAf4Yzz/7z9hg611SsN878zGEcgTgZckrcU7/9J9Gp9Z%0AKJu+NLlszKxP+nab5HJws1wSjf20d0pf2X0an2lmA1P5bIcvYhmKH4P8Gp6aMhSfRn8cNriuZbI9%0ATSqX4uea2SgzOwjPle/fDJ9O2lM/mlyHO3Fpar9X8NkB7/cmkbnf68RlC3wB82RgpaQV+M5CfwKs%0Ak7Qwg8t76dttadL9oAONz2/a/alAI57ZsVkuhX5m2/RSI46oSttu2jUqlM2HzWw4fu9udp1pOrE7%0ASoF0c/5TfDucZfim+S8C0wDhe8B+B78hjACOKzOAMbMPSnomfd8bX1i3BM9FFL5ZfRYfMzsU+Axw%0AJ3A/viipDbgY74izlI2ZDcangj+Pl8McfLui/wZ+mH4s23VKHcRgfBeET8tzrQ9KPtnKxsxMat8C%0AazJwhqTfmNn++P6qZ+BT5IOTy1h8QcwXJZW19+vewI6SHk7/HoWf0pm1PRXK5nDgUuAfJc0sXKdm%0A1JuP4ov67pH0UMoNfapJLqPx7fQewfeP3x3v/7K7JJ/98Lr6qKSXzWwkfprrdPwgj5z93lBJz6Xv%0Ad8TTuB4FZuB1eGe8HzocD7a+WmLbHoPnmc/Dc2jHAItpzv1gCP7//DlgiqRHzY8Rf4LmXKcheF71%0AlyT9tuCSrWwK1+lo4BS8b32jyW17BPCapBfTv8fgp3TOwLelzXKNCmVzBN4HT5E018zG4mmS2etw%0AZdgcw+k94Yv1q5fPxLfEOQs4ML03Bj+5aUzh53cp0aXxcHQHcF7h9b7pv6Pxzepz+YzF8x2/gi+S%0AOKzw3hg85SGXyyS8kX4GmFn8W7mvUwevRXi6xY4dfO7NWDZH44t6dgF2w6dC+3fhMrDkMvlWo/7i%0AI5rDmlEu6fOPwKc5zwEup5B72YQ6PBYPEM7FA6o9Orjk7GsOwXfO+QZ+qMzxzSqX9PkHFsrmeny3%0AiOHpvdF4GlW2fhiYDZxZeK1f+u9BeFrX6PTvvsDOJbqMw08QnAL8K4WjzMl8P0iffyK+0Pts4EY2%0A3M0i63VKn78TfrjYtR364NGZ2/Yn8AekIfhM2/ZA7/RetvbE+hjix8DkjnU0d7mkzz8C7/cvAq7A%0AU3O2KPhkrcNV+YqR8EQabblQ0vFmNhSvFCPw6caPAg9IWmDrj5zN4XQrPuJ8i6Sp6bXBeHBzUy4f%0AMxuPB1AzzOw0PL9tAj7tdy4+mndfJpcT8a2Nfmxm1+P78d6An541Afi3nNfJzHpJes/MfoRvsbQO%0An14bgC/KeSRj2RyH59c9gs8ULMeD8gV44Lc4uTSOri+VNOU4HZiLl80AfJZpIPAfGculP74DzCxJ%0Aj5gfRLQw1ZNd8P1p787Yno4BRkiaZmZ/iacHzcPr8jjgwYwuJ+CB5bVm9mk8J/NofCTzm8BdmdvT%0AIcDJks5II/QH4ClVi4DTgNty1Zvkcxv+MDtf0j+k1/bARzUvl7SgbIf0N08AkHSLmZ2HL1w7A89L%0A/zZ+P8hZLl8AVkmaY2az8JmTm/F9rr8O3NyE++UVeIrDzvhgzQDgfPxQl1x9zen4TNKzeB+8Fvgp%0Anvp3Cpn6mcLI8yH4AUB34X3LCnwkfAx5y+UDwFS8zTxqZo068lwzYpoq0bJBeKGSDsK3xemHH2Qy%0AR9IvzWxXfBTmHeBn8nzaHD4D8emjdWkq6RlSI5b0vfSzgyUtz+DSKJuR+B65D5jZdsCVkk5OP7uX%0ApKcyuuwCbCXpWTM7F3+a3gHfuuheSa+X5dLBZyB+4M276fXP4uk5/fFRxReBcyS9nMFlEF5n3jGz%0A8/Eb0Hg8ePgcHojPlfR2Bpf2ckmd60PAyXga1b74A8o0pSn+DD4D5Gk5/eRTw73wm+NQSRelnx2o%0Acg+i2KBt47NuE/Cc/bV4qsWH8F0U/knlHnizwXXC97L+BD7ztw/eB14i6UEzG6SSDpjpwm9f/Mj3%0AKZJeSoMjn8Qf3h4tu313cNkKX2z5kJndjPfB30/vtacKZnI5EXhd0nzzA4H+WtLk9N4wSW25XNLf%0AHI0fp97G+m1Nh+OzyG1l3y87uGwlPyjpfPyBf3f8IKXHgR/Kc/dzuQzD29IoPH44ED8M7WpgkaQ3%0Ac7kkn1F4CunReCyzD55zfZOkFzK77CpphXlq7RT8QJ7vFt/L6VMVWnZhZroRHYmnNFyCB5pbAB9P%0AgeUKfETxdDxXKZfPVcBl5keMbyFfyHE6sL+ZXZh+trQAvBOXi/FgodHJvwFsY7747zJgWEaXafhC%0ADqX3pqVGPA9PkSn9Bt3ZdUqjqc/ihzAsBz4AjJTns5a64Kbgckn6vhH8r5K0FM9FPLTMALwTl8vM%0Ac9PX4OlLw1NguQS/QW72o7u78LnGzKYDB6dg5T1gFt6eGqOLpZ68VnC5Gm9P/fE9g38BPCzpOjwl%0A5Ej81NJcLj8AXsLXCXwXny0BDx7IFYCb2X5m9pX0NxfjDwcXpeDqMTxNcAoeROR0eRt/QAL4Al5n%0AvpneKz0A7+AyW9L89NbzQF8z28LMpuEjv6WTfL6afB6W9KR8Md1Fkv4GP81wYo4AvJPrBH6keWP9%0AwB7A+BT0lbqwr4NLGx43TJO0WtK9eB88PkcAXnRJPgvxxY7bp7b1JD7LX9qDfic+ZyeXFWmU+128%0AHxxuvtaMVg3AgdY8rCeNhm2NT+ddje9VuTceQI0AJprZajz4fBoPPHP6rMQXzY1MA1e/MrNTgZ+b%0A2WJJ8zK5XIWXzX7AAWZ2l6TH02j4bPzJfv7GP22zu6wE9gdGmdkteMByCJ4e83RZHhvxuRofufxI%0A+lqMpw79CM+X7A3l7Tyykeu0Dz5T8FiayemDjyKWeehNV+WyLz49PDjV38OBFRlmlYo+VyafkXh7%0AulPSIjObgQfm/SX9NpPLVfjNrzEatRr4IzNrw6fN20qerejo8hv8qOw78VHe+8xTvP6u7HLpwDrg%0AQjN7U9I1kr5uZpcCF5vZHXif/GQakMjl8ntJP5H0agocfp/q8DwzW1RmH9yJyxpJ10L7rlDCc45v%0AB5ZJynWAyTrgAjN7Q9JPCq8PNd8NZDxpx6VMLhcml+vSa8/jaQ2nAJ8iDTKW1Qd34rJG0rXylKEt%0AzRemL8PXD2RJW6LzcnkO+AszW4c/TL6YqS01fM43s9WSrpPP8G+Z2tMCYC8z+3et3/Wn5WjJIDxd%0A8DVmthCfQrsXD2IOxoOnZfho1QfxfGNrTONm9HkF34/2WDN7TdLzZnaMStrJYhMuLyeXY8xsKX76%0A1zpJfwXrp7gzubyC745yAp4HbsAzkv62TJcufFbi+wfvjXf6UyU91hh9aULZHImnF+yGP6S8Wpjy%0Ay+myCn9Aeg+/Tm/hgdQPynTpwmclXofHm9kL+Ajwr8sONLtoT4fhD0y74uk6SyV9EbJep5l4ndka%0AGG1mT+H938KMATj4orpbgU+a2XaSLpN0jnmK15/h6Ts3mE9jv1dyUNVwmWhm20q6vBA4vJWjD+7E%0AZYKZ9U0uawHSINGvJZ2d/l1ae+rEp71s0uvj8QGrlyVNK9mho8sk81Szy+XrPZbjqXel98GduExI%0ALtPlqYFn4YMQqyVNL/Hvd+Yyycy2Ty7fSS4fxrdJ/BZkrzPF69RoP234XuAtG4BDC+aEm9lH8BHL%0ABXjAMhy4QVKbme2Ob+82W9KvKuAzFM8vm1X0KavxbMJlCJ6reT2em7gs/U6vMhpRN8plMr5gdUnh%0Ad0rrVDbhsweeZ3ybpKVld27dKJvGAralhd9pxnXaI7ncmqP+dsNnKPBlvD0tLtunG2VzMn6CabOv%0A0xC8XG7MUS4Fn2H4dqdr5MdU74APetyTMWjZlMudkq5MP9e+oLnkOtMdl0MlPVCmSzd8fiHpik5+%0Ap8w63K06k6kP3mS5FMuiCuVS+J1m1Zn2Ohw4LZUTbr7I50q8gnwZP/BgN+BT6b3n8JzV4yrisxzP%0A15xU/L2SOv9NubyA5zpPKATgVlKn0p1yGYZPObZTYqeyKZ9l+MK648v06KbLcnznhI5l04zrtAyf%0ATdqgPTXxOjXy9SeW7dPNstngOjWxPb2A9zOll0snPufgU+V7Sfod/tD2MfNFdqXTDZePm9k3AFTY%0AUShDndmYywXp7+cIwDflc1TDp0iGOrzJOpOxD+6yXAoBeI623e221MQ6096eAqfHB+GFKaneeOpC%0Am3yrqdn4AqCn8SmTw/HFUavwFdZV8vl5RVxexffGBTZvQ36fLlW6TqX5vA+XlVSnzkR76rrOtLs0%0AuT2VVi5d+EzF9yZfCxxvZnvKF8lOTq9VxaXUXYX+ny4b5PJu7mDqD/VpskuV6kxp16lK5fI+fUrd%0AJKBu9PiccEkys8NIaR3Aq2a2j6QlZvY2fiNaBtyEb7L/OL6YoMf7hEs9fMKlHj7h8gf5TMB3bXha%0AvivLpVDOSG+41MMnXKrvUkWfutEKI+EHAH+Pj8aNx7fhGmd+HPHT+PZBnwWQ9KCkN1TiyuEq+YRL%0APXzCpR4+4fK+fZ4FHgNOMt/BpZ0ybtLhUg+fcKm+SxV96kaPHwnHp0PmSpplZv+Lb7e3J3CqmT2D%0AH/SySvlW6FbJJ1zq4RMu9fAJl3r4hEs9fMKl+i5V9KkVrRCEv4Qf0wrwBL4V2NfMbBy+n7MBs8w8%0ArynD01mVfMKlHj7hUg+fcKmHT7jUwydcqu9SRZ9a0eODcEmvAHel7982s17mJxyeCNwu6e5W9QmX%0AeviESz18wqUePuFSD59wqb5LFX3qRo/PCW9QyEfqD9yN7195d3rPWtknXOrhEy718AmXeviESz18%0AwqX6LlX0qQs9fiS8QSEf6Qn82NZST3usk0+41MMnXOrhEy718AmXeviES/VdquhTF1rxxMwd5BvH%0AYyWdYFVXn3Cph0+41MMnXOrhEy718AmX6rtU0afqtFwQ3qBqT2dV8gmXjVMln3DZOFXyCZeNUyWf%0AcNk4VfIJl86pkgtUz6eqtGwQHgRBEARBEATNomUWZgZBEARBEARBVYggPAiCIAiCIAgyE0F4EARB%0AC2NmfcxsWLM9giAIWo0IwoMgCFqbk4AZXf2AmU01s1HmB3EcZmbDzGxyJr8gCIIeSSzMDIIgaFHM%0AbBC+r28bsBrYFViBD9BsI2mcmW0N3AMcDowGTgXOAu6QdFQTtIMgCHoELXNYTxAEQbAeM9sSmAXM%0AkPS99NrDko7t8KNnAPdLetfMzgS+L+kdM3vKzA6W9FBm9SAIgh5BjIQHQRC0IGa2O3A6sD2wZ3p5%0ALPBLfIBmLvAvwEPANcD9wGmSPp9+fyfgduBYSa/ndA+CIOgJRBAeBEHQwpjZfcBRktalkfDRhfdO%0AAgYCw4CDgBeAI4BFwBBgKZ6WcnV+8yAIgnoT6ShBEAQtiJn1Tt92OhJjZr2A2cAYYAAefL8NzJU0%0A3swuABZKuieHbxAEQU8jgvAgCILW5EvABOBNYI6ZAexlZvPS+72BnwFPAkhaY2YHAEvS+32ANVmN%0AgyAIehARhAdBELQgkmYCM4uvmdkjHRdmmtmhQC8z2wr4NnBeemsQ8LsMqkEQBD2SCMKDIAiCBv06%0Aea0PsBUwDbhR0n+Z2XVAf+B/MroFQRD0KGJhZhAEQbBJzMwUN4wgCILNRgThQRAEQRAEQZCZOLY+%0ACIIgCIIgCDITQXgQBEEQBEEQZCaC8CAIgiAIgiDITAThQRAEQRAEQZCZCMKDIAiCIAiCIDP/B40B%0ANtr7SC1AAAAAAElFTkSuQmCC" alt="" />
In [52]:
p1 = plt.figure(figsize=(8,7))## 设置画布
## 子图1
ax3 = p1.add_subplot(2,1,1)
plt.plot(values[:,0],values[:,3],'b-',values[:,0],values[:,4],'r-.',values[:,0],values[:,5],'g--')## 绘制折线图
plt.ylabel('生产总值(亿元)')## 添加纵轴标签
plt.title('2000-2017年各产业季度生产总值折线图')## 添加图表标题
plt.legend(['第一产业','第二产业','第三产业'])## 添加图例 ## 子图2
ax4 = p1.add_subplot(2,1,2)
plt.plot(values[:,0],values[:,6], 'r-',## 绘制折线图
values[:,0],values[:,7], 'b-.',## 绘制折线图
values[:,0],values[:,8],'y--',## 绘制折线图
values[:,0],values[:,9], 'g:',## 绘制折线图
values[:,0],values[:,10], 'c-',## 绘制折线图
values[:,0],values[:,11], 'm-.',## 绘制折线图
values[:,0],values[:,12], 'k--',## 绘制折线图
values[:,0],values[:,13], 'r:',## 绘制折线图
values[:,0],values[:,14], 'b-')## 绘制折线图
plt.legend(['农业','工业','建筑','批发','交通','餐饮','金融','房地产','其他'])
plt.xlabel('年份')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加纵轴标签
plt.xticks(range(0,70,4),values[range(0,70,4),1],rotation=45)
#plt.savefig('../tmp/2000-2017年季度各行业生产总值折线子图.png')
plt.show()
 
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HEHixYtIiwsjKNHj/LII48wefJkfD4fYWFh5M6dO/WGAJ/Ph4ggIqxevZopU6bw4Ycu/XtMTAxh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%0AsLCwsLDYi/H/RiaCATKL0C4AAAAASUVORK5CYII=" alt="" />
In [55]:
values[range(0,70,4),1]
Out[55]:
array(['2000年第一季度', '2001年第一季度', '2002年第一季度', '2003年第一季度', '2004年第一季度',
'2005年第一季度', '2006年第一季度', '2007年第一季度', '2008年第一季度', '2009年第一季度',
'2010年第一季度', '2011年第一季度', '2012年第一季度', '2013年第一季度', '2014年第一季度',
'2015年第一季度', '2016年第一季度', '2017年第一季度'], dtype=object)
In [56]:
values
Out[56]:
array([[1, '2000年第一季度', 21329.9, ..., 1235.9, 933.7, 3586.1],
[2, '2000年第二季度', 24043.4, ..., 1124.0, 904.7, 3464.9],
[3, '2000年第三季度', 25712.5, ..., 1170.4, 1070.9, 3518.2],
...,
[67, '2016年第三季度', 190529.5, ..., 15472.5, 12164.1, 37964.1],
[68, '2016年第四季度', 211281.3, ..., 15548.7, 13214.9, 39848.4],
[69, '2017年第一季度', 180682.7, ..., 17213.5, 12393.4, 42443.1]], dtype=object)
In [54]:
import numpy as np
import matplotlib.pyplot as plt
plt.rcParams['font.sans-serif'] = 'SimHei'## 设置中文显示
plt.rcParams['axes.unicode_minus'] = False
data = np.load('F:/Python CODE/data/国民经济核算季度数据.npz')
name = data['columns']## 提取其中的columns数组,视为数据的标签
values = data['values']## 提取其中的values数组,数据的存在位置
label = ['第一产业','第二产业','第三产业']## 刻度标签
plt.figure(figsize=(6,5))## 设置画布
plt.bar(range(3),values[-1,3:6],width = 0.5)## 绘制散点图
plt.xlabel('“产业”')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(3),label)
plt.title('2017年第一季度各产业国民生产总值直方图')## 添加图表标题
#plt.savefig('../tmp/2017年第一季度各产业国民生产总值直方图.png')
plt.show()
 
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jXDRJJUzTCRJFWbMp/NJUmLTrhksqsw4Vae9vwJ2Y8tE0lSNcNEklStr2ESEQsj4qpmeUZEfCUi%0AvhMRx/ajTJI0OfoWJhGxFfA5YG5T9CZgRWY+EzgsIjbvQ5kkaRL0s2WyBjgcuLd5vC9wYbP8LWBJ%0AH8oeJSKWRcTyiFi+atWq6gOSJA2vb2GSmfdm5j1tRXOBW5vlu4GFfSjrrMOZmbkkM5csWNDTf56U%0AJG2AiRyAvw+Y0yzPa/Y93mWSpEkwkRfgFcDSZnl3YGUfyiRJk2Ai37T4OeDSiHgW8CTgu5RuqvEs%0AkyRNgr63TDJz3+b7z4EDgO8A+2fmmvEu6/exSJKGN6Efp5KZt7FuBlZfyiRJE89Ba0lSNcNEklTN%0AMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTN%0AMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTN%0AMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTN%0AMJEkVTNMJEnVDBNJUjXDRJJUbcLCJCK2iohLI2J5RHyyKTsrIq6OiJPattvgMknS5JjIlsnRwHmZ%0AuQTYPCL+EpiWmXsDiyNil4g4ZEPLJvA4JEkdpk/gvu4CdouILYEdgHuAC5t1lwNLgadVlP2kc4cR%0AsQxYBrDjjjuO79FIkh4xkS2TbwM7AccD/wnMBG5t1t0NLATmVpStJzPPzMwlmblkwYIF43owkqR1%0AJjJM3g28NjPfC9wMHAnMadbNa+pyX0WZJGmSTORFeCvgKRExDdgTOI3SPQWwO7ASWFFRJkmaJBM5%0AZvI3wNmUrq6rgf8LXBUR2wMHAXsBWVEmSZokE9YyyczvZeaTM3NeZh6QmfcC+wLXAM/JzHtqyibq%0AOCRJ65vIlsl6MvNXrJuVVV0mSZocDlxLkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGqGiSSpmmEi%0ASapmmEiSqhkmkqRqhokkqZphIkmqZphIkqoZJpKkaoaJJKmaYSJJqmaYSJKqGSaSpGqT+m97pY3J%0AohMumewqTKiVpz1/squgTYgtE0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwT%0ASVI1w0SSVK3rx6lExDzgrcATgDVN8QWZ+fV+VkySNDhGDZOI2Bk4DXhPZv6wKZsN/EVEHJCZb5uA%0AOkqSNnLdurmOBY5tBQlAZj6Yme8HboqIp/a1dpKkgTBqyyQzTxxl3WfGvzqSpEG0wQPwEXFURGw5%0AnpWRJA2mUcMkIma1LV/UtjwdeDJg60SS1LVl0j5j67Gthcxc3XSBbduXWkmSBkq3qcEPty3Pj4hj%0A2h8DD4x/lSRJg6ZbmGTb8hAwG4jm8W+A1/WjUpKkwdItTKJt+T7gG8AvM/P+/lVJkjRouo2ZtLdM%0AtgXOAK6MiMsj4hn9q5YkaZB0a5nMalv+WWYeDBARTwHOjYiTMvMrfaudJGkgdGuZHN62PLO10Lwj%0A/iDgQxExbSw7jIiPR8QLm+WzIuLqiDipbf0Gl0mSJseoYZKZd7QtL+lYdxuwT2auWe+JI4iIZwHb%0AZuZXIuIQYFpm7g0sjohdasp6rYMkafxt0DvgI2KziHg2cOcYnjMD+BSwMiJeDOwLXNisvhxYWlkm%0ASZokXcMkIn5/mOLFwPHAxWPY1zHATcAHgD8C3gDc2qy7G1gIzK0oG67uyyJieUQsX7Vq1RiqKkka%0Ai15aJv8REW9qL8jMGzPzUGCbMezracCZTdfZucC3gDnNunlNXe6rKFtPZp6ZmUsyc8mCBQvGUFVJ%0A0lj0EiY/BnaIiIsjYvuOdWN5B/xPKS0agCXAItZ1T+0OrARWVJRJkiZJ1/+0CPwuM/8yIvYELoiI%0AS4GPNG9cjC7PbXcW8JmIOAKYQRn3+JcmoA4C9qK8r+WqDSyTJE2Sbp8aPEQTOJn5XWAf4JfAFRFx%0AMXBXrzvKzN9k5kszc5/M3Dszf04JlGuA52TmPZl574aWjeGYJUnjrFvL5PXAO1sPMjMpLYyzIuL3%0AMvOXNTvPzF+xblZWdZkkaXKMGCYREcBa4MSIeD/wUPPVMhQRszNzjz7XUZK0kRuxmyuLjzdvDHwn%0AZZzjXOCZmfnHmbmXQSJJgh7ftNh8/tbewIO9PkeSNHX0MpsLgMx8AP9NryRpGN1mc30wIrYcYd3r%0AI+Kp/amWJGmQdOuy+ijw6Yh45H0cEbF5RJwKbJeZP+hr7SRJA2HUbq7M/EVEHA28ISJeT/mf8KuB%0A8zLzWxNRQUnSxq/rmElm/hY4fQLqIkkaUM7MkiRVM0wkSdUME0lSNcNEklTNMJEkVev6EfQRMXeU%0AdS/rT7UkSYOk29TgRcBhEfF9YKuOdQEcjR8DL0lTXrcwWQ2sAd4FXAUspPyDrGuBn1D+46EkaYob%0A7f+ZTAdOATYHtgMuAXYBdgW+B3wHeMYE1FGStJHrNgB/FeUfYrVvlx3fJUlT3Igtk8xcHRGXA1sA%0ACygf+jiH0krZDjiS8v/gJUlTXLcxkx2B6zNzvc/mioghSteXJGmKG23MZBZwIvBgROw3zCZDwK39%0AqpgkaXCM1s31O+CgiFgMnAo8FXgLcFezSQCz+l5DSdJGr5ePoP8ZcEREHAb8IjNv7n+1JEmDpOeP%0AU8nML7QHSUTs0Z8qSZIGTdeWCZTB9sxc2wy6J3AmcBtwfT8rJ0kaDN0+m2tGs3hnRFwB3Ag8jvKm%0AxZ9HxFF9rp8kaQB0a5l8NiLupkwP3i8ivpmZtwCfioidgK8D5/W9lpKkjdqoLZPMPAo4v70oIh4T%0AEZ8B7gZu72flJEmDoesAfGZ+p+1hAC8DzsnM3+BHqkiS6D5msldEfLGtKIEvAs+NiJOBJ/SxbpKk%0AAdFtzGQ+8BrgxqZraz5wH/BN4FfAZ/pbPUnSIBg1TDLzqwARsYR1nx68GfB24EHgNOAXfa6jJGkj%0A19P7TDKz8zO4DoyI7ShjKJKkKa7rAHzzgY9EsWerPDNvz8zb+lk5SdJg6DYAPw24DCAzE1jvo+gl%0ASer2PpM1lPeWnN20SpwKLElaTy8f9BjABcAb+1wXSdKAGjFMImJhRJwDPJyZl2Xm0RNYL0nSABmt%0AZXIvcA5ARMyPiBdPTJUkSYNmxDDJzN9m5uWU6cNfBradsFpJkgZKL2MmmZnPzMxPAgsj4uCIWBIR%0APb1HRZK06es2NTiAD7YVnQ3sDrwauDYiTuxj3SRJA6Lb1ODMzMvaHp+WmSdn5muBPYG1EfGYseyw%0AGdi/rlk+KyKujoiT2tZvcJkkaXL09D/gI2LZMMUPAQdl5r1j3OfpwJyIOASYlpl7A4sjYpeasjHW%0AQZI0jnoKE+BoKO+Ij4hL4ZE3ND40lp1FxH7A/cAdwL7Ahc2qy4GllWXD7W9ZRCyPiOWrVq0aS1Ul%0ASWPQa5ishkcCZE5bec/viI+ImcC7gBOaorlA6wMk7wYWVpatJzPPzMwlmblkwYIFvVZVkjRGo87I%0AiohjKUGyMCKOobwbvn15LE4APp6Zvy7j+tzHumCaRwm2mjJJ0iTpdhHeGtgKmAFs2Xy1L4/F/sAb%0AIuJKYA/ghazrntodWAmsqCiTJE2Sbv8c63SAiHhJZn6kWX5x2/Lze91RZu7TWm4C5UXAVRGxPXAQ%0AsBel22xDyyRJk6Tb+0xeEhGnUrqSiIghYHbtTjNz32YW2L7ANcBzMvOemrLaOkmSNly3d7F/hxIe%0Au0XEJcC7abqXmmCZWbPzzPwV62ZlVZdJkiZHt26uVcD5wPkR8XRgXmaubdatjYi/mIA6SpI2cj1/%0AvlZmXjtM2YrxrY4kaRA5pVaSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJU%0AzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJU%0AzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJU%0AzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lStQkLk4jYIiK+FhGXR8TFETEzIs6KiKsj%0A4qS27Ta4TJI0OSayZXIUcEZm/glwB3AEMC0z9wYWR8QuEXHIhpZN4HFIkjpMn6gdZebH2x4uAF4O%0AfLh5fDmwFHgacOEGlv2kc58RsQxYBrDjjjuO05FIkjpN+JhJROwNbAXcAtzaFN8NLATmVpStJzPP%0AzMwlmblkwYIF43wkkqSWCQ2TiNga+ChwLHAfMKdZNa+pS02ZJGmSTOQA/EzgIuAdmflzYAWlewpg%0Ad2BlZZkkaZJM2JgJ8Crg6cA7I+KdwNnA0RGxPXAQsBeQwFUbWCZJmiQT1jLJzE9k5laZuW/z9Tlg%0AX+Aa4DmZeU9m3ruhZRN1HJKk9U1ky2Q9mfkr1s3Kqi6TJE0OB64lSdUME0lSNcNEklTNMJEkVTNM%0AJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNM%0AJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwTSVK16ZNdgUGw6IRLJrsKE27lac+f7CpIGiC2TCRJ1QwT%0ASVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklTNMJEkVTNMJEnVDBNJUjXDRJJUzTCRJFUzTCRJ1QwT%0ASVI1w0SSVM0wkSRVM0wkSdUME0lSNcNEklRtoMMkIs6KiKsj4qTJroskTWUDGyYRcQgwLTP3BhZH%0AxC6TXSdJmqoiMye7DhskIj4CXJaZl0bEEcCczDy7Y5tlwLLm4a7Ajya4mrXmA3dOdiXUd57nqWEQ%0Az/NOmbmglw2n97smfTQXuLVZvht4eucGmXkmcOZEVmo8RcTyzFwy2fVQf3mep4ZN/TwPbDcXcB8w%0Ap1mex2AfiyQNtEG+AK8AljbLuwMrJ68qkjS1DXI315eAqyJie+AgYK9Jrk8/DGwXncbE8zw1bNLn%0AeWAH4AEiYivgAOBbmXnHZNdHkqaqgQ4TSdLGYZDHTKaciNgsIrad7HqofzzHU8OmeJ4Nkz6IiAUR%0AcUVEzIyIoYjYKiLOi4jZzS/RzDG81lBERPNwKXB627r1xrwi4mMR8dqIOD4iTq4+GA3Lczw19HKe%0AI2Ja2/lrf25ExLS2x5v0eR7kAfiN2Qco05ZvBW4AbgEWAauAq4APAf+vx9d6HvD25pdwDUBEXAkk%0AMBQRB2bmb9u2vwd4APgd0PMFTWPW9RxHxG7A2yjnot3mwHGZ+aXmsed449XL3/KewEsiYm3Hc4eA%0AC1kXGpv0ebZlMs4i4gDKif8b4PvAx4DFwN8CXwXek5m9BgmZ+bXM3A+YDRyVmfs3r/WLzHx2Zv62%0AuXu6qHnKQ8Bayi8oETE9Im6KiFnjdIhTXq/nODP/LjN3yMydO74WtgWJ53gjNYbzfGpm/lFm7tXx%0A9UeZ+UjrY1M/z4bJOMvMbwAnUe4qTgWeDHyP8i79nwC7Nc3iaSO9RrO+89x8Dti7WT4K+IemGT2U%0AmauAP4iInYd5uWcAP8vMzrtjbaBezvEGvrTneCMylvM83AV+lK7OTfI8O5urDyLizcDhlCbq7wEz%0AKM3kzYAPUz4n7B2UO4/hzATenJmfioh3AK8EfjncroC3ZebVEfEuyl3MDOCnlC7M+cAC4NrMvGCc%0ADk90P8eZeeEYXstzvJHq9TxHxA3Awx1Pvyszn9f2Wpv0eXbMpD8eD7w1M6+JiMOA+Zn5Dx3bvK/H%0A15oNvCMz/7nLdhcDfw9c2VY2BLwIOLnHfal3vZzjXnmON149nefM3L2H19qkz7PdXP1xG3BKRFwF%0AXAS8OSL+tfm6a5gurNFsSxn0G1Vm3gjs31G8FljSMain8dHtHI/YjQmPzPRp3cx5jjde/i33yJZJ%0Af3yE8kvzAuD9wP8A/wT8AXB6ZnbO+hhWRMwGngm8qct2s4C1mflw5wzFzLy/uWhN21j7WgfUqOcY%0AOD4i3sL6XR8tMykze76M53hj1u08vywiTmTkLutZwHsoA/ab9Hl2zGScNQNnpwH/SPn8sCOAbYDz%0AgNcAX8nMm3p8rROBocw8pct2r6L835aRLlzTgc9l5id6OgiNynM8NXiex8Yw2YhFxJbAvb22ZDR4%0APMdTw1Q4z4aJJKmaA/CSpGqGiTROImJWRBzfLL9xmPVVH+4XEbtGxOqI2CkifhoRx9TUVxpPzuaS%0Axs+fArdGxNaUz2+imTqaWfpMusrvAAABDUlEQVSTlwLHAC9v1k3PzNXtLxARHwN+SJnttXVmnty2%0A+r8pM4lWUwaG1/TzYKSxMEyk8bMF8C7gucCfR8RHgScxfh/ul5RpobdGxBNp+9RZabLZzSWNny9R%0A/oX0rcDuwG3j/OF+a4BXNdv9dWbePnGHJo3OMJHGSWb+OjN/nJkPZ+aNmdn+XoHqD/fLzLWtVkxm%0A3t/Xg5HGyKnBUh9t6h/uJ7U4ZiL11yb94X5Si91cUn9t0h/uJ7UYJlKftH1Q5/VdtpsVETM6pwnD%0Aug/321j/u57U4piJ1CdT4cP9pBbDROqTqfDhflKLYSJJquaYiSSpmmEiSapmmEiSqhkmkqRqhokk%0AqZphIkmq9v8BRQv22WQOe7IAAAAASUVORK5CYII=" alt="" />
In [57]:
plt.figure(figsize=(6,6))## 将画布设定为正方形,则绘制的饼图是正圆
label= ['第一产业','第二产业','第三产业']## 定义饼状图的标签,标签是列表
explode = [0.01,0.01,0.01]## 设定各项离心n个半径
plt.pie(values[-1,3:6],explode=explode,labels=label,autopct='%1.1f%%')## 绘制饼图
plt.title('2017年第一季度各产业国民生产总值饼图')
#plt.savefig('../tmp/2017年第一季度各产业生产总值占比饼图')
plt.show()
 
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9XTS177xI2QzexsMzvSzI41s2jQOyPSBd2BWyrJacA44C3gaeBNoBaYDdwHnGFmGwI/4ZM3jl4W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%0ADiNsXAAAAABJRU5ErkJggg==" alt="" />
In [81]:
label= ['第一产业','第二产业','第三产业']## 定义标签
gdp = (values[:,3],values[:,4],values[:,5])
plt.figure(figsize=(6,4))
plt.boxplot((values[:,3],values[:,4],values[:,5]),notch=True,labels = label, meanline=True)
plt.title('2000-2017各产业国民生产总值箱线图')
#plt.savefig('../tmp/2000-2017各产业国民生产总值箱线图.png')
plt.show()
 
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IiISERBQUREIgoKIiISUVAQEZGIgoKIiESa5roCIvWFmaUlH3dPSz4imaCgIFJD1e3MzUw7fKn3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" alt="" />
In [87]:
import numpy as np
import matplotlib.pyplot as plt
data = np.load('F:/Python CODE/data/国民经济核算季度数据.npz')
name = data['columns'] ## 提取其中的columns数组,视为数据的标签
values = data['values']## 提取其中的values数组,数据的存在位置
plt.rcParams['font.sans-serif'] = 'SimHei' ## 设置中文显示
plt.rcParams['axes.unicode_minus'] = False
label1 = ['第一产业','第二产业','第三产业']## 刻度标签1
label2 = ['农业','工业','建筑','批发','交通','餐饮','金融','房地产','其他']## 刻度标签2 p = plt.figure(figsize=(12,12)) #画布 ## 子图1
ax1 = p.add_subplot(2,2,1)
plt.bar(range(3),values[0,3:6],width = 0.5)## 绘制散点图
plt.xlabel('产业')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(3),label1)
plt.title('2000年第一季度国民生产总值产业构成分布直方图') ## 子图2
ax2 = p.add_subplot(2,2,2)
plt.bar(range(3),values[-1,3:6],width = 0.5)## 绘制散点图
plt.xlabel('产业')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(3),label1)
plt.title('2017年第一季度国民生产总值产业构成分布直方图') ## 子图3
ax3 = p.add_subplot(2,2,3)
plt.bar(range(9),values[0,6:],width = 0.5)## 绘制散点图
plt.xlabel('行业')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(9),label2)
plt.title('2000年第一季度国民生产总值行业构成分布直方图')## 添加图表标题 ## 子图4
ax4 = p.add_subplot(2,2,4)
plt.bar(range(9),values[-1,6:],width = 0.5)## 绘制散点图
plt.xlabel('行业')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称
plt.xticks(range(9),label2)
plt.title('2017年第一季度国民生产总值行业构成分布直方图')## 添加图表标题 ## 保存并显示图形
#plt.savefig('../tmp/国民生产总值构成分布直方图.png')
plt.show()
 
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JSSRH6yLvO0zHx8n/W9jZIYbkE5tx1BSdgXj1PPTsymblfnqucdlPPjy4E/95s5ImbU+N4Z35KS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%0ASUVORK5CYII=" alt="" />
In [88]:
label1 = ['第一产业','第二产业','第三产业']## 标签1
label2 = ['农业','工业','建筑','批发','交通','餐饮','金融','房地产','其他']## 标签2
explode1 = [0.01,0.01,0.01]
explode2 = [0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01]
p = plt.figure(figsize=(12,12)) ## 子图1
ax1 = p.add_subplot(2,2,1)
plt.pie(values[0,3:6],explode=explode1,labels=label1,autopct='%1.1f%%')## 绘制散点图
plt.title('2000年第一季度国民生产总值产业构成分布饼图') ## 子图2
ax2 = p.add_subplot(2,2,2)
plt.pie(values[-1,3:6],explode=explode1,labels=label1,autopct='%1.1f%%')## 绘制散点图
plt.title('2017年第一季度国民生产总值产业构成分布饼图') ## 子图3
ax3 = p.add_subplot(2,2,3)
plt.pie(values[0,6:],explode=explode2,labels=label2,autopct='%1.1f%%')## 绘制散点图
plt.title('2000年第一季度国民生产总值行业构成分布饼图')## 添加图表标题 ## 子图4
ax4 = p.add_subplot(2,2,4)
plt.pie(values[-1,6:],explode=explode2,labels=label2,autopct='%1.1f%%')## 绘制散点图
plt.title('2017年第一季度国民生产总值行业构成分布饼图')## 添加图表标题 ## 保存并显示图形
#plt.savefig('../tmp/国民生产总值构成分布饼图.png')
plt.show()
 
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75EfXbKObeliByDirz/+G0+4Jzbpon9XYQKt5XQe9spqKAOWrAz7bPxx5VuNZyP3h9PQNMxsiIi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%0ABQgfEvYiBHf9AAAAAElFTkSuQmCC" alt="" />
In [89]:
label1 = ['第一产业','第二产业','第三产业']## 标签1
label2 = ['农业','工业','建筑','批发','交通','餐饮','金融','房地产','其他']## 标签2
gdp1 = (list(values[:,3]),list(values[:,4]),list(values[:,5]))
gdp2 = ([list(values[:,i]) for i in range(6,15)])
p = plt.figure(figsize=(8,8)) ## 子图1
ax1 = p.add_subplot(2,1,1)
## 绘制散点图
plt.boxplot(gdp,notch=True,labels = label1, meanline=True)
plt.title('2000-2017各产业国民生产总值箱线图')
plt.ylabel('生产总值(亿元)')## 添加y轴名称 ## 子图2
ax2 = p.add_subplot(2,1,2)
## 绘制散点图
plt.boxplot(gdp2,notch=True,labels = label2, meanline=True)
plt.title('2000-2017各行业国民生产总值箱线图')
plt.xlabel('行业')## 添加横轴标签
plt.ylabel('生产总值(亿元)')## 添加y轴名称 ## 保存并显示图形
#plt.savefig('../tmp/国民生产总值分散情况箱线图.png')
plt.show()
 
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Io5EDAzM6tiDgTMzMyqmAMBMzOzKuZAwMzMrIo5EDAzM6tiDgTMzMyqmAMBMzOzKuZAwMzMrIo5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%0ABIwxxphCzBIBY4wxphCzRMAYY4wpxP4/eRDWzmLolcgAAAAASUVORK5CYII=" 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