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index eaf5e75..3e7ebc3 100644
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diff --git a/build/html/_images/index_5_0.png b/build/html/_images/index_5_0.png
index 80a4e36..cd82b44 100644
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diff --git a/build/html/_images/index_7_0.png b/build/html/_images/index_7_0.png
index 7d106fb..95617c8 100644
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diff --git a/build/html/_images/index_9_0.png b/build/html/_images/index_9_0.png
index 6565a54..77cb83b 100644
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diff --git a/build/html/_sources/第四回:文字图例尽眉目/index.md.txt b/build/html/_sources/第四回:文字图例尽眉目/index.md.txt
index 32b9a38..f1bfdc8 100644
--- a/build/html/_sources/第四回:文字图例尽眉目/index.md.txt
+++ b/build/html/_sources/第四回:文字图例尽眉目/index.md.txt
@@ -662,4 +662,7 @@ plt.gca().add_artist(l1);
+## 参考资料
+[1.matplotlib官网文字使用指南](https://matplotlib.org/stable/tutorials/text/text_intro.html#sphx-glr-tutorials-text-text-intro-py
+)
diff --git a/build/html/index.html b/build/html/index.html
index f88c419..a1aa27f 100644
--- a/build/html/index.html
+++ b/build/html/index.html
@@ -217,6 +217,7 @@
一、Figure和Axes上的文本
二、Tick上的文本
三、legend(图例)
+参考资料
第五回:样式色彩秀芳华
diff --git a/build/html/第四回:文字图例尽眉目/index.html b/build/html/第四回:文字图例尽眉目/index.html
index 0d1adc9..fe7e7b1 100644
--- a/build/html/第四回:文字图例尽眉目/index.html
+++ b/build/html/第四回:文字图例尽眉目/index.html
@@ -262,6 +262,11 @@
三、legend(图例)
+
+
+ 参考资料
+
+
@@ -1046,6 +1051,10 @@ plt.legend(loc='best',facecolor='blue') #设置图例背景颜色,若无边框,
+
diff --git a/build/jupyter_execute/第一回:Matplotlib初相识/index.ipynb b/build/jupyter_execute/第一回:Matplotlib初相识/index.ipynb
index b865b4f..04c9dce 100644
--- a/build/jupyter_execute/第一回:Matplotlib初相识/index.ipynb
+++ b/build/jupyter_execute/第一回:Matplotlib初相识/index.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "4c7cc134",
+ "id": "52cdf126",
"metadata": {},
"source": [
"# 第一回:Matplotlib初相识\n",
@@ -27,7 +27,7 @@
{
"cell_type": "code",
"execution_count": 1,
- "id": "40c7890c",
+ "id": "d6dcb98d",
"metadata": {},
"outputs": [],
"source": [
@@ -38,7 +38,7 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "99516b37",
+ "id": "29fad847",
"metadata": {},
"outputs": [
{
@@ -64,7 +64,7 @@
},
{
"cell_type": "markdown",
- "id": "f905d4f6",
+ "id": "de6d8388",
"metadata": {},
"source": [
"**Trick**:\n",
@@ -82,7 +82,7 @@
{
"cell_type": "code",
"execution_count": 3,
- "id": "34b97fe3",
+ "id": "ae3c8b3d",
"metadata": {},
"outputs": [
{
@@ -107,7 +107,7 @@
},
{
"cell_type": "markdown",
- "id": "9592bcfd",
+ "id": "dc7e3525",
"metadata": {},
"source": [
"## 三、Figure的组成\n",
@@ -138,7 +138,7 @@
{
"cell_type": "code",
"execution_count": 4,
- "id": "e5caa3a5",
+ "id": "23268625",
"metadata": {},
"outputs": [
{
@@ -173,7 +173,7 @@
},
{
"cell_type": "markdown",
- "id": "f6ed7722",
+ "id": "5ef6df20",
"metadata": {},
"source": [
"而如果采用第二种绘图接口,绘制同样的图,代码是这样的:"
@@ -182,7 +182,7 @@
{
"cell_type": "code",
"execution_count": 5,
- "id": "d5c496bd",
+ "id": "33527127",
"metadata": {},
"outputs": [
{
@@ -216,7 +216,7 @@
},
{
"cell_type": "markdown",
- "id": "af191fa9",
+ "id": "5e694c08",
"metadata": {},
"source": [
"## 参考资料\n",
diff --git a/build/jupyter_execute/第三回:布局格式定方圆/index.ipynb b/build/jupyter_execute/第三回:布局格式定方圆/index.ipynb
index d46d908..6e14bff 100644
--- a/build/jupyter_execute/第三回:布局格式定方圆/index.ipynb
+++ b/build/jupyter_execute/第三回:布局格式定方圆/index.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "57da9dcb",
+ "id": "97d79294",
"metadata": {},
"source": [
"# 第三回:布局格式定方圆"
@@ -11,7 +11,7 @@
{
"cell_type": "code",
"execution_count": 1,
- "id": "56c20901",
+ "id": "c9187c12",
"metadata": {},
"outputs": [],
"source": [
@@ -24,7 +24,7 @@
},
{
"cell_type": "markdown",
- "id": "eb4290fe",
+ "id": "21cd0b96",
"metadata": {},
"source": [
"## 一、子图\n",
@@ -43,12 +43,12 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "c254cd71",
+ "id": "2a9a2710",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -78,7 +78,7 @@
},
{
"cell_type": "markdown",
- "id": "d8004253",
+ "id": "78c2eea8",
"metadata": {},
"source": [
"除了常规的直角坐标系,也可以通过`projection`方法创建极坐标系下的图表"
@@ -87,12 +87,12 @@
{
"cell_type": "code",
"execution_count": 3,
- "id": "0a692792",
+ "id": "31974917",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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mGUMyGsZqc+ljM8f5MBb8RDmATh8CFUl/0rJAahYSvUXEg2XEusqJBydh9dbhytuKI7ALxXr68BOJjg0HFqxAjFz+hJ8bTj8xmYC+p6Dnt5BsAHQQFiKJLHafuBKnLciM/H9hUU17kG0WeO9m0247t91+e3tXV9f3urq67jtbKUYIcQlwEzAVeBT4BNAKHAfufCsVwrrgyKUfQohVg8jFD/wEcAHvAVYA26SUvUKIfwL/LaXcc47OOzsnJ+fp++67L/vWW2+1CiGo4QDf4vvskXtZVDufWQ2VrKpaS3t6J2DYBRIkCBMhSRIrVm7jZj7M3Tg5O4NulDDf4y6Os9+QVKQgLZhNZnMZ6a0laNYYHbm1dOTWEnP1ohEmzGF0YikXsEaCdHLJpmiELCWRhOhCILiWrzKHa0edx1jJJcQO6rgbC34SNJo1WgSGrWX0zjZSCuLBMiLN84m2zkSxhnDmbsOZuw2Lq33k/ujYcWLBiiRCNj8ig4+celLxg9B+DySOguIC4YZBUqeUcKJjOsdaZlExYQ1ZnhOg9xiE5FxOxPU5Pvvf3+999NFH97W2tl4ppew640IAQggb8ALwLuBJ4B6MmsFNQohfAM9LKZ8ay1gXAt4S5DJo258w7C+7+jNghRD3ARuklH97vef0er23Zmdn//T555/PnDhxIkmS/Jrfcj+/J6svg3fvvprm9Fa2TNmGpp76hZYgQRfd5JHD9/kWMwdl9J4Jv+d/WCufYEKwgtwTFfg68unztdGRW0tX9nE0azy1r0aYEDWmR2UgtsQIVUuQzyS8ZJxijlHC9PBO/psCimlnPx0cRCeBk0zCq2axcGUV6ZSddr5xmjjEZVjJQqOPGDUMdCEZW9usZDiLSPM8Is3z0BNunLnbcBe9isXZT946DlwoCCBJBv9JNt8ffbC+p6Hzi4AAxT+EVIYjEk9jV92luO3dTC9cj0WJgd4FwgXZ9/Pks0eTH/rQh062tra+Q0p54EzXIYT4ElAjpXxMCLEKuHzQffoxwCalvG9Mi3IB4IInFyHErzD01jVCiKcxdNX/BW4BuoEtwPVSyoOv41xKIBC4r6Ki4s4nn3wy3ev1EiPGJ/gs6+QGLqldwYyGKayqWkdLetuYx+2mhyRJ7uM7XMrKM+5fnVjPk/UPUFI/n6i7h+aivQSzGkAZ+RtKNPqoRpIc4vrth24Gq5VRZaoTQ6GRpJsT9NHKJCbgxIpiJhnqJMlY9RE6V/6KLKYzn48xgaWjzlkiqWEhCjbASpQ9SPpTec7eBqUnnISbFhI6cQnCEiat+EUcOdtxK24ggYVsbEymiOdHHtz3D+j4AqgeEI6R3482fwkn2mdwrHUmFUWryfKcNKUYIOePVB+SvPOd72xva2u7KxwO//N0Ywkh1kAqn2EWsAPDBrgXeBH4lpTypTEuxXmPtwK5lAJ/wvi5X5BSfl0IcTHwK4w48t9IKX/+Os7jCQQCT91xxx1zv/e973lUVUVH5xPcw87wbt6z8zpa/K1snrodTT37qPEIUUKE+DU/ZTELR92np6eH2tpaaoI7OF64neCEYyTskTOMW0ecVvOhHh1J4mRSQICCIdujdNPFUXSS6IANO1VUpGw0AK5VtxBa+RAxetCIMYmrWMaXsJE24jwn+AS9vIKFTJK0E2c/r8f93I94TyF9x99GrL0SX8Fm/CWv4LYVAxolbB228wFovgmUNBBnymsaCUOKeRtuRxczCteh0gXCCXnP0N6V5Morr+ysra39cUdHxzfGEtlrSi4fBR7CWIinpJRfOOuJnce4YMnl3wEhRGkgEHjxRz/6UdFtt92Wer0/wuP8qeMh3rXnKl6duY7mjNdXHiRECBWVZ/gb6RiuaiklLS0t1NbWoigK7jILPwn8B16ReUavk06MXvYgsJx2Xx0dkExijqlSQJh2uqhFQUWYZJIgTimlZBNIHetadQvhlQ8bc0UnTDuZTOVq/oCdofEvIbZSx/tQyQQEEdaZCYmC/kjb/rtQpP5fnPE6+6/BmvQSblhKd907cPk7ySrbwDTvswM7yTg0XQ/JelBfeyiAlHCsdSaNXeXMm/gvHOIEuK+ErO+SSCT40Ic+1P3Pf/5zdWtr63vGkyDHe0WfEjab7eKCgoJN//rXvyYOJpaTNPJi3ctcsf/tPLXo2ddNLABu3PQS4pumnaC1tZW1a9fS0tJCZWUlixYtoi57O7rQxvTAxWnDyLw5/b4KChKdGCEAYvQS5BgKlhSxgJGN3ETTIAoYCiPDJ0AHB3mBj4/Yz8U8bBSj0WNusZuB+5r5tz9fqD8krv877ZTnxNxbILBa4mSUbGXKisfx5++nae8VbNu2jVDIuC76noBErWFjeR0QAspydjMlfxObDr2LYGwqhP8FsT1YrVYeeOAB3//8z/9cFggEtgsh8l/Xyd4CGCeXUZCRkfGJadOmPb5169bsefPmpbbrus7ze15gQkcB/1jyL0LO8Dk7Zybp7Ovax8sbXqG+vp65c+cyc+bMVBTsIbZhY2x2giSdQ8jhdJBIYkTQ0eniKIbEoGDII0kShEkSpocujrGVBnbSwbEhpRAwj3KRRSNbqOGxEd8V8C0kUWIcMEP+xZA9Rn76qUYzzzWUZPppyIoFBSd2ylEEpGXvZ8aSYxQXF7Njxw727N5NtOMvoAz1CL0eBLwNzJ/0DLuPv42TXRXQ+6fUdx/96Ecdjz766NS8vLxtQoj55+SEFyjGyWUQhBAiOzv7vmXLln1l8+bNGXl5eanv4vE46zetZ6dzDy/PWf2a7Cungr/Px1VbL+Pig8vZO6OGuXPnDglEA2ji6JB4llNBoqMRZew/rSBKiDCtaMRRUNGIEyNEnDAaSVNBESTN2ra9tJMgQhP7CNM1aCSBHS+b+D5JhpartVOMgiBJJ5iG4QECHMh0HjyvAZLRhxBMv6SjIrDhxcG0lNFaksTBAgKBAEuXLiXT18umQ1dS03QpCe3cJYe67T0smfI3GrrmUXMkiUwGU9+tXLlSWb9+fV5ZWdmzTqfz7efspBcYxsnFhBBCBAKBX1x22WXvf+KJJ3wOx4CU0NPTw4YNGwiXRVlbvgGrODfFm1xRFxfvXsalO1ewp3QfTy96lr/6Hh9VFUgSP0UNlKEwMozHZq8YOEbSRxMClQQREkTpV6uMcwokRlEEgWJ6lwRxIrRxmC4aUnO24CBJlDpeHjJ+I59BAWxmpf6BFAV10FxPRTIDkko/0SgopDEJB9MHEYsGqLgxnmchBAXph1k++Zc4bSHWHbiRoy2z0fSxSXVnglVNsGDSM0gUtmzdRCIxkMZQWlrKxo0bM4uKih52uVxXnZMTXmC44ML/3wiYrubfXX311dfdf//93sF5NM3NzRw4cIA5c+bwe++f0DgHEouEWbWVTK0vZ8vkHbxatdYIAsVGDx200kYOQzOqbTiJcMqczMFDn/1k0NGlhhp144jlYI9mmJ907LF07NF0rDEvNt2WMvzae/OYuOobqTGERUe1a0hHCGFv55BjF17HPBwOB3HHq4SsG7CIABayEFiI0YBEM6UX1aSvwfaXkdDREaa0ksZU1GEBiBpduHk7FrIGNsa2oigWSgLVFGbUUNs6i7UH3kNF4RqyvA1nvVrDIQRMz3uOhvgcNmzYwLx581JSZ3Z2Nhs2bMhcvnz5gx6P50O9vb2Pv+4TXkD4P08uQgglLy/vkeuuu+7yn/3sZ57B+UHHjh2jqamJJUuWkLBpvMA6IlhpwnADW1FwoeJATT10Z4Kvz8ulu5fTnN7KY8v+MUK9UlA4xOER5FLMdHazGtsZInqNh1WmjJ2j7qMrpPXl4wuW4AlOILO7HKFB1NFJ3NFFzB4k5uii11dHu2MnMUcXEXsXmcJKmim1laz6MnUrvwoYni2pKQSilaTFCiFqozfaSltvG9FohK7ocZLx/8LqiOD0teLwt2DzHyTu3IAU/V6jfimmn1j6VaDB34ONDLxUjLg2IwLZQgafGnqxyWMp17NFTTI5bxsTMg+wq+5tNAYnMb1gPZbXmTiJUClMr8GddSVbtmxh9uzZ+P1+ADIzM1m/fn3GihUrfpOenu7o6ur68+s72YWD/9PkYqpCf7zsssuu+cAHPjBEIT969Cht7W1oC538p/o9NrKHE9STJInRYnTAJKkgCGAnBwfOUxlSJcysrWBqQ/lpg+0kkp5RJJQpzGcHQ+OrkiTpops4CTSSqFiwYcFmEkz/DJWkjay26QTaKvAFi1F0K32eRrr9dTTmb6F12st0Ww+nVKDRoWM7hc1HCIG0JOlI24MjzTi+i1am8yPCrOMkv0Ulk0TETaQ7m0gwh+CJGcQjt6HYW7GmH8aesw1b+mGEGC61KKYqZkPBAkTNwMDBEccaOkGy+BJWCoctaGKEIddp62NR+ZOcaJ/BugM3DgTHvWYIIEZ6ejoLFixg69atVFVVkZFhRD+7XC6+973vpd97772/8Hg8sd7e3sdOP95bA/9nycUklt9cd9111/7yl7+07du3j+rqaiorKzl8+DAnu5v45fx/cUCpQ0EhEz/NnESgoAyzfehImonSQpQAdopxow56SFPSir+Vx5c+dQZj8Oj2kllcwl/5Ljo6YSI00Uob7fTXY8M0tioo5BAjJ5JBYcsicpvn4Ij6aQ/soyl/GwemPY5mJgLqaKhY8KVIY3Ri6bePWE9j8xEoaCSI0WvGuRjHhFhv2kLA6gxhdR7DmzvQ0jkS7SLU6SdUdyXdu0uw+Wtx5W7HGdiLakmgmOQysNYaGn0o/fFAaGi04+EmPLxnlInZQe8dcWlCQHFgHwHvcXbXraTRmsP0wF+x0GPOXQHVZUTzWjKM/x6xMDpEY9DXDcFD0PMH3KqTBeVFbNm9k8qqWXg8HjZv3kxVVRWrV6/2XnTRRb92uVyRcDj8zCkX8y2C/5PkYhLLT6688sqbfvWrX3mEEFRUVLB3717WrFlDh7uXr899CF2RZOJLPewWrMQZKUIrCGzmw91GjCAJpuLBJS2GtFI/2ZBWMlrPODcFgWeUKNcs8pnGYp7n7/QQRgIWLEOILr03lymNC5jYUoGixmjI3cqOit+jpQVHJSwdjQATCHOc00XL6kg8Z+gv1P9dD81k4sCBH4EgzLbTlkBwOtKx5NeTlr8VKVViXVMINc2m++B1qI5u0nJ3kpa/DdVmxqwg0QhhJR2dXnQieLmTTO4ZfX7WckiehOFzkECyDVdiJ4vyXuV490rW1X2WipyHyHIdNHbQQqD1QrzRcGU7ikFNg0gE2lqhrc2IrJNJEAlQD4FQcAkrCzUnmzZ+EGnNZFrFbPo9j2vWrMlYsmTJH5xO562RSOSCLQQ1FvyfJJdAIPCNiy+++L0PPPCAt9/GIoTAZrPRkQyy2XoAl3BgG5Zz4yGNPvqGhMEPhsBo8ZVE51g8zme3v5OgN8jjo9hWTgUNjcmUj9geJ0YDHXTRiw0bijkHi2ZlcuN8Kk4sI6nEqSncxN8W/ZgMWyuqmUFkwYIL55CHTyOJFQdu3ITQT0kb/VKL5zRpBP1QsBAhSJww+cwzz9MOZ+hPZGUCKn7i4iiOjBocGQfIRCURyibUNIeTGz+NLa0Fb/Eq7JnV6KKPJO2opJPHz3Gy6NSD2+dD+MWh2/Q4RGtB6wFUhGKlJH092Wk17Gp6H+2uw0zJfAoh+olbgh6B3n3QbocuMzlUtYBq7mPNA2UgMlnVbSiRMAlNYtv3eXB+AjLmkpGRwdq1azOXLFnykMViuTaZTK4/48JeoPg/F/6flpb2njlz5vzq1VdfTR/cNOvIkSMcCtZy75zf8a59C1GlyurK/UNe6F0EOUIt1jNwcm5vBh/afjVPTVlPMq/ttOrEYMSIo6OxnleGEIGOzvf4FBt5EUmSNhrICOcy+9jbKWmt4HDedvYWraXH1ZE6xoZGLiE0jJe0DStOHIBAR0dHo5jpKOi0c4DkkALZBvodvz7spA+ztww26A6GRpxMilnGl5jBzRzlYnRiY+hTZFypRhdJmpCE6U8PkBJiXZPoPn4Jse4i0ot2M6Xo3fgsl6GcqWRFfD80vweUTEMX0mMQrjFtMRaGS2xSCva33UgoEWBO3v1YFJNIIhqcCENSB4vFVJMERh6iDvY59Ed2xKWdzdFrmWTdhl9pYXP0KqqUp8iYeClM/RQIhYaGBhYuXNjS2Ni4UEp5fAyLc8Hh/5TkIoSYWVZW9ounn356CLHU1tbS0tnKt+b9FadiZ13FQVbsncaK6ulDCMaLh/4m6adSESpbSrm+ZgW/mPM4td4GVCQOFFQU0rDjxUkGbqyjSD899HIHN48Yextr2MiLpJNFRmc+Fx+5FUvcxq7SV1gz7THkKFXb4qgEseMnZnYCSmDFioJARyOPiThxE6UHw09jI0ksde5+YrGj4h+D1NIPw4ysMIkrAbCST5QDMCZyUVDJRCUTSRJJGEkUKSS2jCTejDXE4xrJ4/ewa62XQOAoEydOPH2Rc+s0sEwErR5wQ/iASSyjS1NCSGZkP0p99xI2nLiXeQW/xJVshbqwcXEWBdBAj4LiNFQiSzajEUuexaheudDxLzZH382sI4/hjweh6usUFhby+OOPZ7/rXe96QQgxR0oZGnVCFzD+zwTRCSGyc3Jy/vnss89m+ny+1PYTJ07Q2trKqnk1BJU+3DhBwOqKGhCSFdXTU2EXKioBskyP0VBIKXn7kTlcdmQuX178S4566zCqpuhmA1KdTsLU0c4OTnCUVhKDYmZ0M5z+Jq4fMfaT/IHMnnwWbr6G8sPzOD55P88v/R01BRvQlDinigvpwUa36TsSSKKmdFJAOT6M3j396pWSsqkMhKrZUMnGdZYBeUlm8j7sGG07nMxHEhn0vUaSNmLUEGUPUfYQYz9JmpGD1lVgQcGLSjYWclDJRsGL1QaTyktZsWIFGRkZbNmyhX379hGPx0fMxRhIgPcDIKMQPQEydkpiGYwJvg1U5PyFzfUfp+N4sbHE6qD0BJkY8ESpRiXC0YgFwKn0Md/xT3bKm+g9sRYO/xqAxYsXi29/+9sl2dnZfxfncwe814j/E+QihLAFAoEX/vjHP+ZNnjw5tb2jo4O6ujqmzpvO48rL+Adn856CYHLJQZiqRT8smsL7dl5OZiiNry++nz57xPQpGZ6fOBIVBSsqVtMM204fu6mny0wa7KCTK3g7xcNKSx4LHyZjRzFLqq/hcPl2tix8hm5/KwEmUMR0LNjQSKKRGDUHJ4iFZlNAFejkUYaHgcxgFTv98oaKnaRJhj5s5OIa4vU6E5LEsJHGPP4ztS2NFYCKTpw4x4mykzh16ISQJDAamYWJc8L87qiZezQS0iww5WQmiqKQn5/P8uXL8Xg8rF+/nsOHD5NMjlIl0n0FKGWgNY+JWPqR4TjKIuVb7Je3U6cMjuI3CUaPgJoNwnlKYklNQelhruN5tstbiR/6PXQbtaXe97732W688caFgUDg22Oe2AWCtzy5mPlCD95zzz3ll19+eep6w+Ewe/bsYf78+bxs2UoSbaQtZRSCsWOjmAkkTanDG3Xy6Q03ciD9GPfP/Du6MlRlMmqjySEh/Ybh14IEDtFCPW148PDffCa1TywWY+/evezYuoO6gmrWL3mCroymIdNzkkYZVUxgKh4yMPJ/EmipTxIVGw4KUZlLgmwihAjRSS8ddNNMHx0IHCSIIRGk4ycHG34GonHPDENGEwiW8yUsg1QgB7OwkEWMPSRpwfCHWTE0ctX8WDAapVlI0kGUveipGrsD0Aji43oUBvKuhBAUFRWxfPlyFEVh7dq11NXVoeuDVEWhQLwQZL+NZIzoTeIMtbFEfJUOZrBHvg9dDjLyIkC6RyEWCVoUkiFIhkE3PIxepYMptq1s129C3/UFw9ME/OQnP/FOmTLlgx6P58axT+78x1ve5pKZmfmpiy+++B2f+cxnXAAxEhxONnNiWw1pM/OodXaymp0jYldSMAlmsA0mIAJ00wNhjU9suYE/zHiafYGjo6oP/RVLNCSWYd+rZsmDEwT5Ap/Bjx8pJbW1tdTX1zNx4kT2z1hDsziGB/8pr9GFB5cpdWlo6CQxFAvLkBiRMAGKuIabeC/NHCJIIzoaSXrZzW/wk4cFCyFa6OFEKg7mdG5qiY5OEgsuXASYxZ1DvtdoQyNoSh2O046FGdxvyEAHsTM9ZbDViaDgJJMPjHqkqqpMnDiRoqIijhw5wpo1a6ioqCArKwuSvRDcALYpYDtiCndjyC9qi4MQqCLBHPkTDnED2/kEc+WPUIQA3U483sfm5LVMsmwmL74FetoNQjGvp3+VECpYPeS5uumxZLC/u4yK4B5In4mqqjz99NPpc+fO/aUQ4uC5qvf8ZuMt7S2y2WyXzpgx49F/bnop41n7fv7ODo7Ldm7eNpEj2T3sKu5EAofZgBWFbHwESMM2GudKWLF3GkjB6sr9eMIO3rZ1Or+seoTDGQ2nfcvrgB0F+7AbOmnKNAXkU0g+j4R+ysFdB/D7/UydOhVVVfkcd1BLDe5hBZheC3roYi7L+Tw/HXZpkoe4lm5O4DRVpiQRujlBzAwqG5rEqFO26mscXfk/KKh4yAcUpnA1b+c7Q8au5/2E2YxOL0na4AzxMoNXR2DFwUwkCTS6yOP7eE1D8ZkQiUTYtWsXbreb6UVRLLUfBGs6iB6wHgahgTQSMI1F0E07StL475gOddLgICHoF/KPchXtsoJ5/BoNO5vlJ5gk15EXecUYRwiDSIZcozTjYQxpVypWtjn+i5zMNIqWDUirBw8eZMWKFSdbWlpmSynHXi/1PMVbllyEEGUFhYWbbt76jcCLubXo6DixseJgHq6EypoK47eTSLbyHAo2dCQCyCSNIjKxDJdmTIKxx61k9Xj46eyHOew/QYIE/bXTRoOO8Ug5U9m7Okk0bNiYSBlp0s3EY3lccWIpF1etSIWNA3yZD7Cf7aThG3Xss0E3nSzjSj7JSPW+nUM8zi0ocTeOcC5K1I0STYOYHRm1QtSJknCAriKkir2ngKS3FaEIdCWGsGlMcqwgzeFPNVJTHZ20um/Gqhpzj3MYjW7GTjAJLJQgkGTxcTL50Fldr5SS48ePU3dkJxWu35Ll6Zco4mA9Bkq3KVYmUg9+ihS6dGiVAwJOSgixcYyraGIuSWmnXHucvPgeEDZOL5UNnphGUipscH6JisU3kZFrpizEwzz30K/199/7zf0nWzvnSClfZ9LTm4u3pFokhFCz8rKfCfzt2sBzuUfIwI2KQllTGgWdTp5aODKPpJ9IJNBBH0HCTCQb3+A4CgG7So7znnWLORw4yTFfA04c2LARI5qyw/Q/OGLgMCMg1JRUFBTyyCWfPNJDHi7dNZ9Gfxs/X/Yo16pXD5lXBtkkRokKfi3QSJIxKCEyFosRDAbp7u4mGAxSFvoaQdthkq4uFEcC3RFC9wbRAyGkI4Rui4LQQdGxrrqZ3mWPE5XdOPUsLo/9HFs0I9Vxsaenh2B0B32h9yOkFbunA4d/FlZ/Nap3J4olAacpwylNH5tGC4U8gI+rR93vdBBCUFJSQrZ8ll0HV9IUCzEtY73hTU5MNspeKifApg3kH0nTlhIxX7r909OF8ZFJCsRqjiqXY5EhsuUuUKymPWesE1OxoDM/eh+bNvtYNGsWzkPPwe6/8Q6pKx+ebZ/+xz3p9wEfP+uLPo/wliQXXyD989Y7p05WF2TjN6u3ZfbYWHgwkycuqkcOEkj6xX2ZEv3BioqG5CDNlJJFwFRJvGEn79w2hycWbyGv3sl7q6/i4coXUYWCCxc6OgkSJNHQ0VKmQ4lRVMCHl3TSycCPIlUq6yZScbyMV6t20JzRQSfd7OMwM5mWmt9yrmIVT7/uNZFILJqNyvYl7G7eTWdnJzabDb/fj9/vJz8/H7fbTbs4yDP8P8K0IVBx4GN4HRkdDV0kiSjtZDGVq9RfkGbNZnDWgkRyhDvJwY7UnMR6M4kEs+k7cQnRnuuRJHBk78Sdux2b7xgDntiBhEsLOSi4SGPZ67p2l11jcdbvOR67lHWNN1GV9QoZYjeEm0G4TJuyBqpufISEiG6+ERTTRmPMKY6LzeKzzNAeIEom29RPM1/7xdl7RoSCU3Yzs/k3bF13I0tOPobFkQaqlc9d6VP+cXj/+4UQv5NS7n5dF/8m4i1HLkKIKZ6q/M9P+MolqsskFltC4fIdeTw7t5GYdaS3wIGbOBHTeGlANUnnGO1YUJkQyeCdW+bw0qxq2vw9PO97idv3XsFt1Zfzl8rnQRjlEuzYU87d/uD5JEmKyCPXjC1RNYWL98wF4NFlr6RSAzR0DnFsCLnMZBE+MogSPmND+dFgiznJbS4lq2UC/nA21iwXeQV5VFZWjuj/DBBgKu/lBepZz07+QCNbMTokGsmR/UGEAbxcx5/IZeao0ockgk4ECx6EquH0t+L0t2J00QAtYaOntYDeozcR7QngyDhKWm41rqwTWFU7Ch4EFjNitx31NAbtMy9CDkJRKPHuJeA8wfaWyyixdFHkOGl4knQgPmwtkn0DUoyJOG42q//NJO0J8uQWQKBLK9ut/8nc+K9RzsYTpWsQjZLRtpviSCZ7cq9mTu86ACyqwh9vKXVeeX/in0KI0gtVPXpLkYsQQvWWZT9f+MA1Dpd9QJ1Zti/AzrIuujyj/0Ye0mmlbwi5gOE0VVFoSgT58Ja38WrVPlrSu4kRIyGS/LHiX9yx9wpurr6MP1c+hyrEMJVIpGwx/UTnjNm5cttijuSdZHfp4SFqukCwl4PcOMhoqaDwbt7HA3xvzOQidEFOSyklxyuwJuw05dayddrz3JX2CSrFmRuwqVgoYQUlrCDIcTo5QoxeBAp2PORQxRaqyWPWKcfQiXE6j4xqjZNecIz0gmNIXRDuzKeneSGd+2/EldFEenE1Tn+/XWz0uJcxw1FO/63utnSxJO2r7Ox7Pz3hUqa7HkURpyCFQdwyQCx/N4nF2GGi/gwaHnZb72RW5HeIpAZJ04ArBFgEWFQjAK9fOtM1CIVB0cFipTi4njZfFU3WQvISRgGr6XluPrgkJ/e3m9ULVj16S8W5+Auyvux+z9TC7LmlqW1FrS5cMQs1E3pOfRzZp9T9LVLhI9vfxtPl29mf0UAN9ezmGDESREWc+yv+QVIkuaX6MnplhDCxlO0FMI3EgjScBLr9XLdhBVvKa9hdNpRYwCCzCCM7UlzCtaSTRS/B016/LeZkysEFrFx9K1ntheybvo61yx5je/mLuDxOlojLTnv86GtTTBmXMo13MZVrKOViXKYEdjoYsSjJIfE9p4JQJO6sk+RVrGXiyr/gyTtK26EF1K69ie76KqT22vtqA+CcbDzYMgGxNiwyxLy0X2EVITb3/hcJfZTxLUaRchhELPrfyZOb+2dt/NF0yrufgEiC2thy6IxAdxR6Ysbfzgi09kFrCEJx0DQIm4ZlIQy1C4XKE3/ggG8xcWWgvOpnL85VM53K+4UQs17fArw5eMuQixBiqh6w3zPxy5elXpe2hMKyfQFeqWo+rSHfRyYWrKOWsLxx/0Lq/G08n7+LQ5wkRBSrGbEiAEUI/lDxT6SQ3F19DUmpEyZGmFjKJJlNBlNOFnHprvn8c/4G6rNHb0eio+MeRTrx4ONr/A4LVnpT3QoH4Ap5mb3z7SzedC1RR4hXlz/M+sp/UOs9wHFqiZPgk3wXx1n2pX49ULBhoxTJ2aXMCAGe7OMULfgnBfP+Trwvm41rajl48ODo0bdjgeqCjGshEYRYEwgVIWCK62mK7atZ3/NZerXcocfYVJCDieVJ8mR/ozXzZooATSC6Y1S13k+TexGtrllGpnT/R1GMi9KkQTbNfRDXB+7HpPEfdhlhyslHqfatSE2hXz0qyfY9Y/aZvqDwliAXIYSaMSH7qcDvrnBY7APh3cv2Bdg+qYuQ8/TlDgQK+UxEG/amXVJfTlbIw1+mrDYziSUWVMSwAkYI+EPFM0gheX/11QgpSKIRIgpS8u6DK5jaUMITS14lmDYy8rQfEsmMUcotABQxke/yF1yk0UkrcWLYoy6q9qxk7vZ30FBwkJeWP8jG4ufZrW7lKIeo4widtJNA59Pcxjf5JAf498VnpfM+9FEksbFCdTYyeVo+K5avxGq1snbtWmpra4dG344V2bcbkoueMONQDOTbdzAn7bds7/0IbYkBWxc2C3HhZrPSTyzbUhG1SAldEtow7DUKqIrGvNYfsS/jDvosw4hKCFCE6TaUEJZGlnV4cDyMQn5wG1JP0uSYmDrUUI9yc0tyMy64HtJvCXLJyMz4Qtp7K8py5gxXh1QOFJ5aHRqMbCbgxkfSdPuWdWZzaW0FP5nzDFIYKksC3VTDjSziIb17TILRheRuk2B0qXPz/svxRtw8s2A9cevp37wKClNO09i9mHJ+zN+4PvEBptUsYcGmd9KQeZiXlj3I0ew97Bd7aKSBJEksWMmnmGnMIZs8vPjZyEt8htt4kj8TJ0qInnNTcPwU8PIOBFYzOvfs0G9A9nEjqqpSVlbGsmXLSCQSrFmzhoaGBs4qRss5CdzLIVWEYtA8LQ0s9v6AmvANtMSrAIiraWy2fsG0sWxLzQoJdAG9GE+PQmo8h97N7PZfsi37kyTEcAlUgj5IYokBfYKhc5FUNT3OAe+iIerRPRfnqAG3crcQYvbYL/jNxwUfRCeEmDJxyqQNjj03ZQRsRrCWLaFww/oJPLmogbBj7A9PlBD72IA/4uIzm67hOwv/TosrmDLL6kgcqbIFEWJ0pLKKU5Bw1953InQjzkLFwt8rVzNVTOB0ulmYCC6cvMyfT5mKIKWkrq6Ouro6JpQU0lh8mOeUR2mglmp2mobjNDLIxoN/RNSwRpJOWmjlJIWkk006EsksLubt3MEU5o8xuA1WrVrFypUrz7hfO7+gg1+ikjXCpX0qGK3Q2vFyFXl8d8T3sViMQ4cO0dXVxYwZM8jMPLMNCIDan0HD5w1D6ihlJOK6m829n6DE/jJ1sUuZJP5BXmiDGXWLEWjXB3RikspgchhwBpx0Labes4KFLd9D9L+ApDQMuQjD1a0DCQUSDtDNucgkWD005V3JSVc58zqfS41Z0xziit8cajze2l1yoXiPLnjJJTc39/5P/v5rGapt4Mddti/A9omdZ0UsYLikZ2gL+Oi2d/C7qpdocgWRKGgoaAgkClF0ImhEsaIj0Expph9SwAMznmZGZxnTO0t5qOIlekSEdk4vQfUR5n3ceEpiCYVCRu+kcJhly5YxqbSc5cqVfIs/kMUECillBnMpZQo+0kcQSy+dHGEXHTSiIjhJEAdevGSwh9X8gLv5JrfQQ+fAtSBpYjeb+V9W8V028WtOsn1MRtp+ZPIRPFyORhtyDFJSP7E4mUkOXxt1H7vdTmVlJXPnzuXgwYNUV1eP0R4jIJkPOIGRpSpsSog5ab9iT+i9ZFgOkOepNjw9urlfEkNqOcNTUxDeiD9Wy/70WwZd2OCoJyCpGjeLNcaQZEqpkRc9igAaB6lH03Ld3D4vOzs3w/PRMVzoeYELmlyEEBdNnz59Rt7iyalHvLjVhTOmcrDwzD1+RsOVeydzsDBCdWYTDCKO/hJKRpaJMJuJeJFmuJxR7EAipeR9+6/mYFY9hzIauH3vZahS5SSdnKruSpAeJpDHTaPkzfQnMm7dupVp06YxY8YMLJYBIq3jMAfZg4+MEcf2o4dOTnIEgcCCFQtWkzjaUFDxkomXTOrYx7e5nT66OcIr/JF38gi3s54fs4s/sYGf8hh38XveYeYcnR4SSZidWChHoZAIR4hRjz6KmmSkRHSg0Y6b5RRy/xmr17ndbhYvXozH42HdunV0dHScdn+sfgwJYxqQCSQwGMP0CukudvR9hKq0P9CZnEJLYiakO0wBRYceBvHAYPIeKe1NCT5Gn7WAJtc8UrlF/btqZrRvv+RjGeRq1yWEeqg88XcOuucRC8chHgMp+ezFORanRfmyECN0rvMSF2ycixBC5OTk/OpnP/tZxn7CgETR4aL9AZ5c1DDmNI/BmNDqwh4RPFR1EEkRgi4kXWDG7w4fVOBEEgWipstZ4c6aq3BpTh6seh6AW/e+jTuqL+OPlc/RJ6KkDfPYRIiio/N9PmeG3w0gFAqxa9cu/H4/y5YtY3D1vH78i0foTywcDQniNHEUZVgxbwsWGmihiLxU5RkfWbRRzw+4CR8NWHHiInPI2BJJhE66qWcTv2IRHxn1vEH+SSs/JU4jxgOsIrETp5s4rVjJxJLyjBn9itwsJZ07cbFgzCpUKsQ/O5tdu3bh8XiYNm3aEAJOIa3cCNUXFmAiyEygAQinVKJJzqfJs+0ix7qHTb2fQTijZPt3Q2cS+rRB6tAZ5oVkVvuv2ZD7JTKjNdi0buMwXRjqUGpBBSgJ6BGGq1rGQA1jAyZHH+NA+mxm1vwBhMDr8fPRRemen2wSXwI+N6YFehNxwdpcrFbrO6+77roHH3nkkfRnqeZeHmPlsQLcMQubpp7hDTYKbAmF69YV8o1Fm2h19pEkgYLAaITeh6QHSSwVFGfAbEFBD5IElx9bwvTOIh6Y88ygXBWDYHQpWV25kxzhT52zlxAxYvyY/+FSLhoyn6amJg4ePDik/81ouJt30EPwlG7mNhrooBHLaDYGEiygAtegY0N00qof5tK+laRFcswERvMTcyOSVoQUWLpyiaafIKCU47fmY7fbjYRFh52o4zlC7j9ic8ZRhXsEOWl0o9GJnyvxsBwVD07mYCX/dD/RGdFvkzpx4gRz584lLW1YF4VEN6xbZkgw/R4jKYnrOpt7r2eS81nybFvo/11jeg4bez7KnLTn8XbuhbraQbL+8HtgdDJsdC2iyTWfua0/Moglrgw9NmkW+GoXEAUsTlBtqZHXzfsCs/fdT1q4GZJJoknJnKeI1bRF8qWUnaOe9DzBBUkuQgg1Jyfn0NatW8smTJjAQZq5Pfm/fGjtNB5beoL4KCH+Z8LFu7LZnHGSNUUniZnSxPD3k4bEiRiUKGtBwYJEZ2JbjOsPzuGrix8EFVyDK95LeM/eS3BKG7sqD5EQCYL0kIGf+/g885k5sKuUHDp0iM7OTubOnYvNdvrwhltYhkTHOgp56EiOsIOBcglDkSDBHDmdnN4JeLpy8QRzsHW7EbqKnhbE5TKTFx19aI4wuj2EtCRA0fGvu57Wix7EqWdxQ+LBVMJiV3Q7HdE1JPsKSEa8WOxhHP4W7P5WXBmNWBxhc0kSJOmiiJ/j5eIx/UZjRTAYZOfOnVRUVBAIBIZ+uffT0PYC2IyWr3Hdzuaea5nk3EaefWQFud5kOtt7r2Bx6GfYm2pglBKnZl2GUbYbXaW2Bj5NYdca8nq2DeynS0hqxi4WoFdAtwCre4irvC19GscLVjBv76/NISV/3B/jJ0fsj+84ETyvi0tdkGqR2+1+7w033JA1YcIEAMrIYmFtgL1FXa+JWIpaXahRyaoJDdhQiY5iG+l3QVtxjLiNskNu7tq7jO8tfhldtaIRIkISKyoCI2DrTxXPctfeK1hYPY0XKjdzm7iWj/LeIT2KkskkO3fuxOl0snDhwlFzf4bDgZPQKXpIJ4lhNG0fWtpR0VUmtE9hYvNMpnbMIpbWTU9GE42Fu6mdvpqYNYofDwuZeuoTC4nFptLNEXochyjwzEWi08ft5BBJ9SpKRl1Eg9lEu3MIHpuJ1FXc2cdIyz2GxRulRfwIDyvH7KUaC/x+P4sXL2bbtm309vZSWlo6kBhZ9B8GuUiNuHSdllgAPJYuprk3sC1yK4st30bRzTgl2W9H6fcYjfaSFiDsVLX/iQ05nyMzdBCb1geabkgsAkPC1SXYpKGuiaGqb6CrhiPFVxL0FOHvPQFCcPs0Oz+piV8rhCiUUr7+htdvEC44yUUIYc/Jyandt29ffr8LMh6P88j6Z/jR8j34RuuMdxrYEgo3rJvAVxdtpM9plGrsI5SysvTDEH4F7mF2EUdC5bMbFvBg1T7q0g0jZ4xerPTiJkyUsFk+QFAmS/nK3tsplLnMrpzN4JrMkUiErVu3UlJSQlHR0Dq6p8N3+AzreJ70wc3XTUQJc5z9Rs6UhKL2qVSdWE52TyHHMw9wKHcHBVl2FMWYRy/NBDkBqLhxsIQZpzxv+qpb6Fr5ML20sISPsYiP0McGjvNhLKdJD9DidvpaSuhrnkisLx1Xdg3Ti28jkDZnzNc8Vmiaxp49exBCUFVVNUDWh75JvP4JNkfff1piGYwjx/IIiUxmdv7GcBkLYfKJw/QE9b/UBKAaCZFmcS10jUa1kibvYubW/wgS/fEu5u8vpBF+0+E2bELDEPQUUzPxehbv+mFq29PHEnxxt/XV3fVdl7zG5XnDccFJLunp6f/1kY98xD84tuHw4cMUTCwiqe466/GW7QuwauJJupwxs06+EcyWJDnMVsCICnVCwgd3zOT5iXUpYgGwkUYSNyX4U9XnWunmPeISrq64gr1796Zaxwoh6OnpYfv27cycOfO09pXRcA23sZbnGa3diYKKNeFgzomLqai/iBbfCXaUvkxj+lHiIk4BOSgUD7pGw1WsI8/Ym2ngHApRMyWhl7VndDerthi+CQfxTTiIrql0N2ewf88RrEQpLS0lNzd3COm+HqiqyqxZs6itrWXTpk0sWLAAi8VCfMJH2Xwkm0nWF8iztQECEgmjaJSug6KCzWb8NTEx8gI73XdxzHslpd1PYdwRbgwiOcNEFIX8nk00epfQ5J5PXvdmRh4kQBl9zf29x7EmI7SlTyXQZRT2fmeJhe/uiS8TQkyTUta8thV6Y3FBuaKFEF6Hw/Hp/nq4YLzx29vbWTFhNgWkEyR8uiGGYIKZ1PjqhIYhC2EZFhjXL/wO3/7uA+Wc9PSxuXBo4ez+hzw0SD9XUaiihP7WsUIIqqurCQaDbN++nXnz5pGRkUEHQf7BKv7IM/yJf/IcGwgNas0xHNOYRT5F9A1zDVvjdubsu4Q7130JCTx80fd4dvYDNGYcRQrjivIHFY4y5m3c3Do6OYM6BJwOOhoOsxyCRjA1xligqBppBfuYsuQEVVVVtLe3s2rVKo4fP3520bengRAiVVt306ZNhEIhNm/bw6TKi8nzJaGzDo7uhwM74fA+qK2Bw3th/044WQdRY+2F3c7Mjt/R4FxEu3MmaDbG/vgIUBQq63/DgdybiauDDc3S9CKdvlbx1KN/48DE6wZCI4TgO/MVS2W+99GzXZN/Fy4oySUjI+NT9957r8/tHqj+fuDAAaZMmYIqVL7LDdzKb0iijSCCEZBwUU0W/5zfSEjEhrhpjdILsdQPKQEXtiE//bS2DEqCPn60aBujQQIhNDIgVTZqvpk31E8w27dvZ+PGjSxbtozjaS38nt/xIptSCY/9hGbBwvVcyp1cRSE5Q84jEHySb/I57iJKGJfmYVLtLIoapnK4bCdrpz1Ji1KHxbS7SCRxEhSRZ/RoGgQHnpT6l3eauJmBa5QoWCgy26kqeMcUKDcUOopMw+3cx4xpR4knNI4eDbNmTS2TJ089Z5JMYWEhuq6zatUqqqqqyLO1Ql079MYg0WPk/qgWUoQhdehohc5WcHvAZkHVI8zv+R0bM+/hIv0H2CINphozhvmpFuzRHia2Pc3hnOuY0fgnUnYaISB++kcxLdKKt7eepux55Lca91xlpkpjV+8MIcRGoBl4j5RyRAMnIcTvMIJ7/iWl/Maptp1rXDCSixDCarVaP/j+978/ZfTo6ekhFAqRk2M8cFVM4G6W0UFoWNzsSExt8HIyM0Kvy6gbN/j2UFFQUelvCGJDHVJP15FQuWXvNH4/a+8pqxsKIG4+aF30cSkzyRpUB7enp4fe3l5ycnJ4qXYtt8gv8Dwb8eEhCz+5ZJJDJpn4ceHgYZ7j3XyGbewfca7pzOKL8qcUH5/BijU3oAuNV5b/lePF+/Eq6SioJEmQJEmcBAVkU0bhiHEsONFRycc3JrUoTh9+isgzvV1pLD4rw6wuJcgQzvjv0OMfQCa+gZVvM3XifzO36ms0N73I+vVr6ex8/R7XeDzO8ePHKSkp4fih3SSe/xAkI+CbCukzwZHDQJFuM7jOIownpDdokJA9B4czn8nJrVRn3gXOgJEIKcdAqJpxP07oXEV7WiURS8agCncCkmde7ynHnuJQyTvRzR7WfzkU57OzbGL2BH8Cg1zeMfwYIcR1gCqlXALkCyHKR9t25gs4e1ww5GK1Wq+76aab3IOllsOHDzN16tQhb7aP8zauoop2egcVmhwKVRPMOZrO1smnjoexYze9hAr2Yd6Wm/ZP5YWJdXQ5z5zxGyeJguCjvDO1rbe3lx07djB//nzaZsfYIPZwbfUCsqQfdZSfxIqFgKmmfIBvsI+jQ74PhUIkNqi8q/cumpceYuukl2lXm+minV66SSPTlOYUplFGOcUjSEBHo5s2KllBMX40TtHB0IREkiDCRXwyNZaHpaj40E+jxqWOl6DLI1j1Tpy6AJEJIsf8ZOJ0xKma9l0qp/2JAwf2nUWI/0jE43E2b97MpEmTmBGIU9r6MFvS7kCz+Y0dVCe4SsA/FzwzwFUGrlLj45kGWQvAlguJCMR7KdAOowsLzf5LwGc+l3r81CSj6xCNgw4iqTO58VEO5r7HMOLqZknNjhgktIFI3lHgiHcT6NxPY/Z8AP5fpZ175tjRE7GFQAHQOsphK4F+1ekVYOkptp1zXDDkkpmZ+aVPf/rT3v5/R6NRQqHQiKQ1FYXvcAO3sJBOQvSOkvJfWefjcF4vEZtuVua3DJF0NDMn14trRAeA6a2ZZEQcrJswssj3YEjAjkqQPj7G1UwkDzBu9O3btzN37lxkmuDz4hesqahBFcqQzo6jIQ2j+fln+HEq1WBwasDSiuV83vpD/shL3M09vIMbuYRruJNP8EMeYhkLcWLkGSWIkTRzo7tpo48ulnEDX+BvvJ0vEaGbKN0j8ogkkhg9SJIs5x7KeVvqO4GFAP+JRu8Z1SMpm9FpI5AsQQj3yB2EDQiQ5trIgrlPkJaWNrYQ/2EYTCx5ubmw7r8pSO6nILabXfoSZGcdBOsh1G6QgOoCWybYAkYsjMVjuIedmWC1QagJpKQq/io1tiXEHbmQNRM8RYaHSDfLOuhx428oDJ29huRiLmVucCt9jgJ6nQXGE9ghIJaEYAiCYSP+5RQoq3+JY4UDDiIhBO8okDabqsySUm4a5RA30H+z9gA5p9h2znFB2FyEEPPe/va3ZxcXD3g26urqKCkpGVUfV1H4IldzKdO4l7/RTh92LLixoyUslJ/w881lrXTjRgJx0tDpMSu16EboNTl4cXKIk/QQxooFZ8LCzfum8sNF286oZgsgQZR3sZD3YbQC1XWdbdu2MXXqVLxeL4/yInESeIWb1RU1LNo7idnVxTxSuR4hBC7sZOEbIjn5cNNAK1sje0ns6MHn841IDcgkm+uGNScDWMm7OMhWXuRBjrOfBDF8BFjM1SzlOtJNA28V78FLIev4Ee0cRDc9Z/02lgzK8FHE3FEq8mdwMzGO0snDqHhSTc0GQ5NhNE6QlczFJwMjvh9YRAEyE6G/REnxZ8jJWcCuXbvwer1Mnz599DigniPQvgViXUY9lpNZTJo2m7y8PDj2PDTvhlgfJfIwPVnv5Yh1IeVBswC6UMAdAE8uWOwj5+IthI6jEOnE7hJMSWym2raSufHnwZULzhxD1UqGIRKEznaDVBSLIdWY96rQNaad/DM1BbexoOb70KsYNh9pBNa1NPVxwybB2hs8A5HeJpyxTo42dfLz7Tm0HD/CyT6dUFKSk2bNEUI0AEfMXW80ex/1QepHSMOgs9G2nXNcEHEuBQUFf//LQ395l2/FLNbTwQ6ti8VrmvjVcheaKvBjZQZeFuBnJVmUDGr3GSbG8+zjh6xjDxpXH8ig267xcmkfwgx+0uglTjMKFiyoWFHJx0UeLiRwjGY66OX9u6o4mtHN+qKTGIW3jQJS/QHgwozZTZplp+7hYr7CzaimcXnPnj04nU7Ky8uRSK7gY3TQQ4Q4J2knIZPcvncFihQ8WLkaKYxYGy9uisjGaUbhOjst3Lp7Be+ovMToKPgGopUDNLCVKN048JLPHHKYwepVq09ZckEi6eSvtPELNFP6MYp8JxGoqLqFQKIDvzx17ZqhA7YhLB9EsX4cKSVHjhyhtbWVefPmYbebJNCyFg78ErqqQerEcbBZ3MkksZ48ayNkXQpb/hdiQVDtIBR0VDblfJKynhfJjew2bC560pBUAuVg946cS1+TEaRrSwObh222KyjQDpKnDYqViUWgYb8xnmqFRBSSMYaE/QvJ5omfZ/LOv5HeOqDmdsUlt6zXaI3Cjnc7wT0yebPDN4m6wkup3PNrJvyhhx8vsfDIcYt8+mjkd5ouh7SkFEK8F8iWUv5ACPFV4CCGUDFkm5TyobH9GGPHeU8uQghf3sSSY1WH/5x+UkTRkCyo18jpg03TDI+00cpcI46OimA2fv4fpSwiAw2dn1LN7ziAM6bzvo12fry8h6hiiJ5WVJxYOMYOVFQUFNNbo+PEwiR8OFHxtsOcI+l8d+FmkkJHG6G/yJTLWsXCtczmsUEN2evq6ujo6GDOnDkIIegjzELuIkKcFoKmEVkxc5GWIaTgL5VrkMLwHBmFpAqZVz+RqmNFPD1vO/9y/fzf8yOMgrHUc5Ek6WUdfWw0JUMfHpbjTB6FxLcN+8pYIHtAmYVq/11qU0tLCzU1NcyZPRtv45/hwK+MB9nqM4glcS2T1G3kqbUQ6oT6g5BMgHXoizquuNmQcw9z2/8XT8IMKdA1QIfANLAPy0+KdkLGdGg7DDJJzJHHBsf1LI0+ipUEaEk4Xm38lTok42aQ3aD7RTX+2RMsZu+M97F49ddSdquehERKuHaNxqpLFPA4wDE0tUMCa+d9gWd++Q1+uq2bRXlWDnZDayip6VI2A49JKT8JRvgGsBZ4GbgCWNQ/xOBtUsrusf0YY8d5rxa5A+l386HLfB0iQSY2BIL5x7t5bm5aqmaJHTUVrKYj2UM3d7OTd5JDmCCvcJIM7FxySLBrEuQrI92sCUqp5whW7Bit0hWiJNlPJ9NkOjfWlPL72YeRwo4kjkhZZgwoRsgaKlY0oJoEf2M/1zOdjo4O6uvrWbJkSUqNCxOlmxBdhMw0gf5oTXioYi237l3GbdXL+UvlGqzCgiZ1Zu8vpjSUzWNLNhG0nLpc5rlCLBaju7ubSCRCNBolGo0Sj8fRdd2IF9m8GVVVUx0WHQ4Hbrcbr9eLxWJBYMHLSrysHDKuzpERtpwzY2iZhpycHFwuF9s3vMiU8Kvk2dNBsRhN4QcTi9ShyYg6RomDHgHFsF0B2PQQc9p/w/asD3FRy/ew6mEjeE6X0H4I8mYOCaZDtRkqztV/gZc/gb2nnmJlN7WWOUxJboa24xCPGBIQGOcRYsBQawHiAk4KvLF6HKUdtGVXkN1SDULBax24DxDC8FJZLUY93tSIkuKGV/HOvpx9szczsbiEV2uDfOHlhvjGYx3LgJ8LIaqklHuklD1CiJXA24Hv9ZPIaNvONc57clF9afeW3PVOxW5ONaMnScwq6HOOHseiIEg3W7P+gQP00UMlftwJQWEHrKkY/Tw5TKCTFkL0YcNu5hGpJNFxNynUenrYn9aBHTsOMwVg4AERZoaJJEGCEgrJwMOXeJVgMszE6j4WLlw4xC6iIemgG6tJmEMwjGAenrGWD+66nDZnD7+a/xz5IhMnDs41ent7aWlpoaOjg3A4jM1mw+fz4XK58Hg8BAIBbDYbqqqyceNGKisr0TQtRTyxWIyOjg56enrQdR2v10tWVhY5OTkD6gsgRA7yrG69GEKUjtjqsWksiX6PreqtJPR95OoH2axfwyR1K3nqMWOnULcReWuxGA81muFqHlTv2ptopLz7X1Rn3Mqc9t8aGxWLcVw0CK7BTgMBWhwyp8B1T8Ku/6Vk74Os8dxNSe/z2LtOGsRkuosNkhhEpO0COhT6YxjK9z/J3rl3kd2029hPKAPakxCGkTkUMyQYqZseKUFa0x7yqu6hrMdwEC0p9vHRWUFHU4TP1jV3HADKwSiYLKXsYsA7xKm2nWuc1+QihJg74V0rvfbAQLRo5fEYe4vP/GCFiNJnFjqtoY87j3vYP0EZYSDrh4LCJCrZz3YSxFNZxjZd4epDhXx74R5Twhg0v2GlBBIkSSedHHJNknNyZN9Bcksn43QONWyuZ58ZrHeKN7hJMLdVL+Nbr97Ougk1PDVlq9khwM5K5p1xDcaCYDBIQ0MD7e3tOJ1OcnNzqaiowOVynTZ4TVEUXC5DLfV4PCO+13Wdnp4e2tra2LrVqJqfm5tLYWEhdvsywA4yPuQhHxVmcqCwXD/yu+N/wxZrZGHy22y2f5SDylwqon8ijxpw5oI9AzqbzZ3FwF8ZBzE0+C0/vIVG93yanTMN+wsY90pPEzgzBpXQ0MBuxitZ7DDv4yhVdzNp+zMcal9MpdwN1v5kRowyCxELdCegR2V4YJSntxGkoNdXhKe73iQiM29JmtG70Tg4VbC7wemDtADP7O7CVnCStrQiskMnuPyB3fz+HVkiockbMWJefnP6hX3jcV67orPKSz7t/+BVKSZRNUlhe4K67JHJXYMhkRyjBQWBDRVdSsrrJXvPkA9ox8k05mLHQZwoEp0l9QF2ZnfS4Yyf0rmqoZEgSSaZTGRiSl0rbbOTGbHynaK9JIfF3DzEqwTIOWUsDhjk5Ym76LGH8cVcKNIoq9lHhDtGqVo3VmiaxvHjx1mzZg2HDx8mKyuLZcuWsXDhQoqLi3G73a87KlZRFPx+P+Xl5SxdupT58+djtVrZunUrW7fupaP7LqQMnjauw0AXKBNheDO3vuOw7bMQa0PXdTThwCrDxBU/aDHoPQad1RDpNnN2hCEVSDCSDIeuuwCqOh6kJv164oqZXSJUI7ZFG1QpTotB7jBit7kpOLiDLksp4ZYSqPXAsTTjb20aLbUOlj3BKd8jvup/8lXbFax8VbLyZZ22hJHXdPc2hRnPSd65ToCnGPJmgL8QLHaeP9xJee8+jvsNUfzLlxRzxaMNhOKJdGCVlPLgGRb2Dcd5Sy5CCJFIJC5Pv2QgW3ZiU5zaXBtSOf2N30eUGIlUQNqCZhv7s5Ics44M7jIqq+l0odGORhgbpcwjlyKEpvG22lyeKK8zw+blkOP6I14FCuVMooySFLFYE7B8n4NVM6N0iygbqB9y3iY6yTGbsemjEYyEu3ZfTKOnk28t/RtSSG6rXo4uNVy4WHCajOVTQdd1amtrWbNmDZFIhAULFjB//nxyc3NHrXJ3LmG32ykuLmbZsmVMmTKFhsaFbNj6Sdo6fAzUlx0EKUF2Ak4U64+Hkl2kBdbcAckQcSWdza57KE88w9Lot2mwLuakdbFhG9Fi4IoPqCWqjdQTPso57Xovk4NPU51xm7FBmPYSLTHoGAGThklRBzYhNjzG1H1PcGDG9Ya0oimgC7pikjs3RAhpg6SZYTiwZycLK6bwwuVeVq1UCBDl42USLZFg32WCIofO4QNHofE4hIwcsoduns4ib4iIxUNMdXBxoZUDn7+Uxx77m5KXl+cb9UT/Zpy35AJM9VSUORX7gNg8qSnO4fwz94ZqoydVfwVgZZ2NV0viNBMjYsofEXSOk2A7cfaS4AhJjpHkKEkOoNNCEVcfW8Tawj6iVhBoJMw280YgvYYbNxMpYxZVpOMfoiYt2+9kV1mckFOiIPg9O4fMUSKxYKGEEpKmU3sw3nF0NrrQeWry1pSKpAmdu6ov4Xp52Qg7TROtPMlLPMwzvMj6IZ0bpZQ0NDSwZs0aEokES5cuZerUqTgc595uMxb4fD7mzJnPnLnXUN94FZu3X02w22p4hWQvyDagA5RSFPtfEUrJ0AH2/QhiHcSFl83OTzEp8U/ytF1YiLMg+jOOWK8gqBQbEouQZhFsRi1nMBwF4a3owkqzc5a5ZVCtllgQ8i+CtGEV8576EUiNQPMeIs50erwDqRWqEDyyzI3Xqgwabyg2dei8+MqrfCq+jE/u1EFKVrXp3FSkgFC4JEewrjkBnS1w7CAc3AVd7QDk9h2lxV1qGJFXvJ/lK1ag6/ql4lyllr8OnLc2F19Bzu2e65el7n5Fl6T3abR7z/yG7SWcklqywgKrDi0ew/zaTAwLNppNZ7KRqjbyd7Boknn1Vj673IuFWdiIkCRKMVa8WLCPZog1kdOl4g0rvFJlSEo+HGylkV5ieExjcA7pNNJBgAAaGvWcQEPDgoWqlhKqWoq5b/FTpvotSYgEf65YxQf2XsW86gnISokQgg66+Aq/YBVGm1EdHRUVG1bex3XcEbqG6t3VpKWlsXjx4iGG1TcbaWnZzF/wQYJdh9i3rxBP2kmmTt6LxVKIsNwAomqkehbrgpPPErflsdl9F5Piz5Cn7059bSXKvNiv2GL/GIu17+OgDywJo4UHYkCiOc2zV9XxJzbk3kMgug+VBAiLYcSVGlR9aOjOjYfhxH6w2BASpu17goPTr2X+pl8A4LUNOo9qH6RimZKMLrkiIJnJKqov/xLfW/NP9nRDKAkFppnOaxEc6ZNGhDAYLWFP1kKwnVyRxoHsxRTlTYFZV2NTLcyaNcvy/PPPV8K/sQPeKDhvJRfFab8j/apFqV+moD3ByUzraW8KMB6umJnPA7DsuI01RYZYqyJoQKcJDQtgQ4xKLABLGhS25GvEVUkCK2E8SFzoprfodAl6S2ocrJseSdkL+7sFdA9qqH4zK4iY/84ll6lMw4uXQK+H62sW8ZN5TxNRosRNOSmTLKaIabxccYQCkUV1dTXtspNb+DSvspkMfGSRTraZ7GiXNrYe28lTW//F5CmTqaqqesOJRaITYhfdrCE2TA08Hfzpk1ly0Xvw+K5jw5Y7CfZ9EqHMHN3u0/wqcWlls3Y9k+Qa8pJbR+zilm1UxB9mm/OjaMK8ZtV0DSs2Q6LRh8WeDIJd76WwbxPH0i427C6KYkgtC/+HFpnPsmXLBnY+uGmIitVXf5gtYTfXbnPwwU1hpJScDOtsbNdY+VKcla9I2qLmuXUddJ0lmZAh+3D3NDF/xmQO90GaChFzyn3Jge4mxrWoYLFCqBfP/lWE7OloN3zHzOqG22+/PTMjI+Omsa3+G4fzklyEEAFLuifDNshLVNaSoDb3zGJtf4azQKDoMKfZwrb8BBKIYEU3y26fNntXwso6hZdLjLIHipl5FMd1xuakRa0WwnZJu2+kwTAxyCR8FQuxoKa2efBQkZzOp7dfz5NzduOxZ1BAAaWUMovZTGQiUZJcKRYwt8KoYvd49dM0ylYCpA8pGWFNWLh+y3KK+nL4/tKHqM48whuNHjawj0s5zJ0c4+PUcCVH+AAJ2sd0vBCC0tJS5s+fT01NDYcPHx61pku8t5nN3GHEsdjbjI2j7BfQayhIbqba80HT69LfnCwJ7iJw+M2M5oHWIoNR2vsS9WkXkXBkQSIEi79KV/Zl3HnnnYRCg/pfH95mPOiqFQT87+EY8xte4Vv/cTX1YZ3qoM7m9iTFboVVl3lYdbmHgEMxicXwBl2+DpoiktyDL6BVXUaFD+amw7p2Y167uyUlw9OvhACLipBJshqP0tE1cGdeeeWVit1uHyeX0WBLc70r/brlAwYBaXiJGrLOTC6YQf0A5Z0qR9I1EipEUU3aOXP41tR2QYMX+uwDBKSYQewdZrb0qJCw6ICDjVNHUpCOJG1QEW0vbj7IlXTSk7K3XLS/hL2lLeB1UkghBRQSIIAVKyGi2LHyQa5ECEFBxQSOiQaur1455Nnwhtxcv2EZhwrqWVNZjbAIHuCJMy3a60KI3dTyETT6sJCBhXRUMuhjE0f4D/RBEtuZ0N+LKBKJsGPHDjRtgJDj8TibGwNMkquNADmLE2zpZpmEkb9KSfIV4qqHZttc00BshvY7c8BfDr6JoDqMgLf+REM9CXoCS7KP0u7nOFL0n3DlwzD5BlRV5ZFHHsHrHZQW0HwUrHawG4F535zlZF7XTlpzKumWVrLsgk3tGifDOouf6+WG1RF+fkhJEQvAl6fDxWvgyof3UjV1EuU+K+/Khz8dl3xql8aj9ZKrCobd+zIJaGCZRG7dEZpW/QvMrPGMjAxycnL8Qoi8MS/8G4Dzklx8hbkf8b3ropRxJbNXoytNRT+Dlwgwu/MYSXazmy3szDPKLiVMBUjACLfwcFxcp/ByqZZSmQb7iOKotJ9i2SY3Wmnxa/S4h44fJUkaNtKHJfF9hKu5nqW00012mwtfyMG+opYh+0gkXfSSIMkv+RilZnb1bnGA5yq2IASsqJ4JEvI6Mrl6yyJeqdrJwUKjbrMXD9vZR+wMJRReD5r4GQDqoGLjAokdGwlqCPLyWY2nKApVVVVkZmayYcMGYrHYQHZzQRp5YpAk5pkIlrRRCUYAVbE/UZN2B3HNYXzvm2LYXYQwMp0zKyBzhpF4aPeDzWP8tfspmnsNLa45RNOMzoderxefb5gjRjfr6drM31ZKFKnRsXczb1u2lHyXwhX5Fppv8LHxHR4immS5V4OEajZGg4uz4cDlsOftginB/XRkT8NrhVUrYFGm4NWVAp/TNI9KfSBOR50GShaZ0R46nX7kPx5ITeuWW27xOhyOa85q4c8xzjtyEUI4ErpW7poyEJRS1my4oMd0PAInNjSpM63dQk1Wkph5mf3kcjp4YpAVgeN+w1ZiGSQJGXlD0IhlhPQidJh32M6WKSOlll5i3EHViPINAsHXuJO7klezfN9kfjPrIIdFkmbidBOijSAd9DCdIv7C51jItNSxcRIgYHXFHhCSq7YsYmX1TJ5ctJ7W9GBqP6PdmSD+BpGLToJeNqKapS5BYqWRNHbi4CAeTtLH+4nw3OmGGRUlJSVMmTKFjRs3snHjRqNswtRLwOIYMIwKxSj4ZA8Yb3M9buQGmdGsDq2NybEn2Zv3X2DPHQhO64cArC7wFoF/EngKweqF0rtQdp1k8rYnOPjA9+G/r4Kffgz2bhg6SUeacT7FAu500BPU9mr88u8vcMmllwKwJGDBY4b1T3VLDveZgXJJxfikAuskuQ1baC4w6rWk2xRuKoRchzDzkcwWtKIAlEoQBpkrSDyhLnpe/DtEDJXt3e9+tz0zM/Ous170c4jzjlyAizOvWGQfbMwraUlwLGcsKpGBdNLI7RO0O3ViKoPMu2fGRfUK6yYM3Hz9Rbn7kxItQBxBaNiIk5qsnAgkidiH0o5hAxJcN4gY+rGTJm7jCTr397GpNE7IGSBMJk1k0kIec1nIE3yZh/g80wcV0gbIJWDUdBGSo7mN5Hdl0uoLEnIMJbcYcdw4cae6G55r9LtqzfgemrHTgEQBrEhUJDpBPkOMDacbaFT4/X50XSeRSBjFy1U7lN4C8eAASQgFPKWQMQtcEwxVR6jm291F/uSL0CZcSfPiX4AjEyKdEO6AZNTwAiWjEOkwtnfqUOODx/8B654kr3YzwbQAsUgY9qyGH30Yju6CVY8a5y+daWRBA3hzjazmdWF+MjWKQ4vS483n8pf7aArrhBM6zzdrVHgHRQvritmQXgVNIbN5H+05FQbfCGmcQ7WBkgXKJFBng1owkF5gIre1jua8clhvkHh5eTlWq3Xim9n69bwjl8DUsrvTrl6UYhJXVEdXIGYb+1Sz8DKn2cbO3ESqgOXAu2Fo2P5wLDgp2FQ4oNYYNV6M42yD/js0bOlmHrOzu3SkbaGTCG+njJxBKgPAy9RyJ0/S1tNFfq+dhiKFMrKYyQRmUUQ+uWwjxnOM3pamiinkkIWn28GyfVX8ZcVLJC3JlIrUjx76uIWrOFWD+zNBSkk4HKaxsZGamhp2797Njh07CIfD7Ny5k717DhA9fDN9bRlocSs2Gs28IeN8hrs/gMBGLz89q3P3q0LTpk2jqqqKzZs3G9XopnwEMmZCrH2oFKJYwZUH6TMgvRKceVB4BWLWF6msquJApx39sgdh4bcgaxFY3LR0x1n2zQMwYQV4roc9UaOtqi8L/FkkrQ6eeu55Pt9TwAMn4uDLRGoa77zjbmYUZHPbAy8NPOiONL5z2MKJkMbHtoa5/8nn2ZC1hC9XObj4pT4WPdfLh4sFUzzDfwthSC+aghqTuLub6XUWg3SBcINzDqhloGSMIJV+5LQep6VwMrzwSGrblVdeaQOWn9Win0Ocd3EuyWRyoWf+wFu+uDVBXfbYVKJ+2LCwoMXJD+YF0Rgp8ainIJdACHrsEBl0iEDgwEqYBEqKmiR9iFT5ruygSsSm0+saGsHbQYQy0vkqK4ec5yDtfJoXcGHliho/G6ZFU+ynI+kiQhth4iT5Iq9yhE6+zEoyBtlsBIL/it5O/Y5jPDV/A2FnjNUVe1ixt4oV1TNZXbmbXhHChZObB6UK7GU/f+NpTtJIBdO4nmsoGNZGNRwOU19fT0dHB7FYDKfTid/vx+/343A4UBSFrq4uysrK0DSNjtAy6pv76DlYQHPindjTWkjL3oMvfyMWK1jIAAQJdps1XcZQn3dwBbk8w84UjUZT5UHFkt/C9nuhebVBMDazYpzUINELCMi/FOZ+G3Rw7HuVnMNbObHxQUqadgCSLt3KnRtDhOyF4LwUHvoCePxgGbjffrbrJF69keUfvpeff+0lbpwc4NryHHpiCZ6Z5ua6PS30llrxaElQLXz3ipl8t6oadA3NcoS1pe9hZa2VA9dYIRo18oTOgNwTW2kuno/34L/AUWq4z88AazKGKiWxxgbsmgaqyooVK3wPP/zwMngNOuk5wHlFLkII1T+5xG/xDvjdcoIJDuefXXyGI6bjkBbCjn4n8lCcilxmNyvszB1qjJUYLc1K8dJGLwl0QCExaIzKOhu7SwdumgQaXUQpJ4PfcHUqcK4fv2MnGjplHQ4kkuYMwyPSTZQjdJot1ETK+Pw7dvIqx/g4i7ib2UbKgK7j32ajc4af42lGHRKfSOPVil0s21vJguoprKrczf3i6+SZFeZ+xQP8kt+aUpiVDWzh9zzET/kuS+UimpubOXbsGFJKJkyYwOzZs0ckXKbWUFVTxs2MjIvJnBDmJP+NWx4m2ldIT9N8jq3/Em5vD/kTd+PyNSOwwZm6MjA6sQAUFRXR29vLwYMHmTp1Kiz6OfQchtqHoekVSIYM427JVVB2C3gnQsdJ+Nn7oaOBSfY01s25m8JwPRY9idrXxyNz4Np/1cL/fhJ8eUOIBWBVQ5DvLC1D7zrB2y5axLaWutQ2fA6WKIfYps7h4r4T4AsYsSa5U6CpBjUZxhnupDctF09fs1G+8oyBs5Kc+m1suezzTK7bnWo7Oxb4gy0EswrIaToOhWXMnTsXt9u9YswDnGOcV+QCTPVUlg25+7K7NdZPO7tplrYkOJ5jZxJ5VNOcopf+LoqnUhBmNQt+M2eAXIxMZ50M7EwgjWwcnKCHDmLESBAhQVrCQk5Q5YWZIcIkiKFhReE2KvkvFuIe1sO5kwjPc4R06eSiGievVBl9lnqIcYgOs5bMwBIoCJKm3eaHbCSOxv9jPvv27SMvL4+l2UtZwGz+wlM8xzqioo/1Ffv44N53cX31ZVRWTgYBe9jLL/ktfnxYBv3sYSL8pvH3JA5FyMrIYubMmQwugj5WZHAVXi6mTbwNm6eZdM9hlPImejoKqa9Zgi6TlM+IIbynf7hORSz9mD59Ops2baKlpcXo+uAth1lfMj7DEWyF+26Dvi7wZmEFitr3U5szm8lNW/GmpUFaGuh1RoU5lwdsQ18EoYRGQZodpWkv+2cupuWFQ6ltKCpeu4WWYARyXRALGy5pmwvypkPLYXJPbqMlbxaew88Ni4QbDRLQsSdDCGEj6pmEI37mYuf98He3EszMJ6fPyD8qKysjmUxOHPMA5xjnlc1FqMo8uWhyKr5F6BKLJklYz8T2Q1HaEqc214oXJxNIR5jSh/HGHlSYaRBccbBpEDRf1LpJLOnYmWi2BLFjoZwMivBzKQU4sTDhJGzPD9EtYuTj4SusYC3/wedZNoJYAPbRikBQ2maj26XR6TVmdoTOVCTvkDUxvVURkmTg5Fdso7r9GH19fZSVGWUip1LG1/kEW3mcap7mVfEgN1e8G6dwUF1djZSSx3kqlc/UD2fMwQ1br2JiUzHhxXGqqqpeE7H0w4KLTH6JBT8QBZHAm3WU8kX3UzR9E0d2LeLQoUPo+uihAGciFjCC7WbPns3+/ftJJBKj7pPCo9+EnnbwDBQHK2ndw8nMyST684ykNBITVQt01A4kKZpIs6pEkhqeSBe6akG6faltAH2KHb3hCFz9SYj0DRxvc0JBBTl9J2nOqzIMx4PzlFIwtwndMOBqKrgryGk7SWt26emvbxj83S0E0/NS5xBCkJubqwghTlOo+I3DeUUuuQUFb7fMmyT6S0hm9Gl0es4+Wze9T6PDPC6LNOzYTH+RNA2yI98gla2CPTnSJBUNHUkJHsrxjaAiByofpIJXuYsPNE3me4XXsZsP8xS3cD3TRyWVfkRJoiOpPGpl9aQ+eknQSQQNfdS2Iv3QkEaduyTs37uPWbNmnbYswvDOjg3yJPZB6tmkxhKu23AFNROO8Mjcf9BpD55yrLOBjVlk8ghOLkcSBSRubqfY90uWLb0EKSXr16+np2doh8gRxNLXDF3HzNqzQ+FwOCgvL6e6unrEd3fffTdLlizhG1/8HOx5ZQixAPxm2wmeeeFl7qnzMuu3W/nQM/uQuqTo2TArV0dY+egOqtsHqvzNzfGw7mQ3AAe2bSYwddaQbbvbQ5SkWQALXPMJ6O2CRH+ipIIjLR3p8BLPmWKmEgwikv6/AHHVMPilVYAjnYyuJrrSz64ovyvcQ9jtB/dAkN/SpUvtwNyzGugc4bxSi0RSm3fz7GU8TS8B7GQHk7T4zm6KjrhO1CZSuq0TFRsqEsjBRoi4mRktGdxfeWazhWfKDVLJwUUOzlTpzMFImv6n+WSQSCRIxBN4XWkj9hsNjUT4B02EemNEpcZ6r3GDxomCSS6jO80lVpN4rqpJ59XSIO85hS1kMPoJZu/evayoXsyWyp0oUnDprmUoUuHxi/5FzBbDipWiUZqkvVZYKcfPD0Z+ocCUKVPIzc1l165dFBcXU1xcPJRYZAM89jHoOGiUl1QsUHEbzPt/QyryFxQU0NjYSGtrK9nZhk3piSeeQNM0NmzYwP+7eiWHfVHKfUN/w4/MLSCudrFh6vVoNZu5q9zFh+o7uWWCjctzFPb3QmXWwO955/Rcrvz7Htae7KY6UsvbV3yGO6fvSm3b3xlm4Tw/9HbC1R8yyOyRbxhSjCcdhEJO93FaJixkQlM31DeB0zJQFErHsMWoVsibBE6j8Javu419086unZDQNWyxMLGM3NRrZOnSpb6HHnpoKW+CUfe8IRchhFpUVJT+Bd8ctrOZFmJkBzWOjqHEwmBkB5O0DiOkNNOKUWq6g6NohEkSIkESiapLSnvB6XUzB+tpo2K6SHAN+ZwgwY624ySyHWzgJDlYWYmXslOUn9xJFx9iG33EedtxP6+U9GA1zxNHkkQSIolzWHfHfgL04cAXUsgLWnmyomvM69FPML17e7lm92Wkx3w0Zbayc9JeAIJ0EyCLpWZL1n8HfD4fF110Edu2bSMajdLa2moQS/IY/PPDBqE4M81aKnHY+Vto3w9X/jpVz7b/urZu3UogEEAIwapVq7jpJiOl5pLCNNYdiVFePPL8Ni2GNdiIyCtjbqCH9xVb+PHRBOvbBcUu+LCmYTHr2xR7Hbx4/UzWnezmayUZ7LZYyU/3DWxbUooa6jAKcgMsuR4mL4S/fg0ObAQpyVX2crBkJRO8aUYSpCbMdASjZCXeAASKhtTqtWgJdEVFFwrKaPVuRkM0jD8ZJdjXR46p3s6dOxeXy/WmGHXPJ7VoyowZM0QaFh5gDn6sZHQnaPGd3RRzghqt/v6G6pJ24iwjQAU+eswizw7UlJG2FA+z+9x0ey14hO20xGKQks4WBLdxhNrmRv6WK/gL7fyARq7hIHdwhFeGNRM7Qi8fYBs6kK85mdXqZVvugFogBlmBwmhDqtNpSFxYcWFl8QEHa6eGcIuxBxSC8SAumLaARa1zsCQtvDhxNc200EEn6fj4DT8eYot5wxDvhObHoP63qOH9zKyqora2FrfbbTQsW/1lw1vj8A14VVQbuALQsBEahgbhuVwuMjMzaWgwYoFCoRAFBQWAUaagJXzqDo2rXn6Jyy+7DFSV+ekKqy9OY92lHvxWwb+ODW28lp9m56Yp2fjsFrI762jJKB6yDcFQ9SurED76G/jSM3DFh/B4ffQ5fCCiBglpuhHZm1UEZbMhp3RoEXATnr5OeoepdadFLIq/rJxgMJjaNHHixDfNqHvekIsQYu6yZcs8AIU4eUjOJU0TNFqTpvt3bMgOJmnxW4ig0U6ci8niAebyQ2YSRyc2SrHKnKBGi//0tp04khrCxPHQiSRTKhR1J4j53QSwkoONTCzsJczHqOML1KfmfR+HiKHhwUJxa5L6HBtCUUli3PxWMxanPz0hipGSr5ufCfgIdKs44oK9gRDvYNKY1wOMQLidO3dSMamC5d4lfKP6v/mM/Bg/5ts8zxNM5OwMh68JPbtg2+Vw+KtQdx/xne9j67onmTlzJolEgrq9GyHUYrb+GAYhDHvF/sdGfDV58mSOHDmCpmmkpaURiRjelT6rG10b+VuD0aP6mc17cGcGSLj8VPlV8uyAlEz1KBwOnjr3PbejlubMQf2WpDTmNnXByJ2zi+GdH0Pc8zD2kgpi922F2z8LWcVQOBXSc1NlEkaDP9hK0Jd9yu+HIJkAixXf/OV0d3enNgshyM7OVoUQmac5+g3BeUMueXl5lyxcuDClU3h6k1SkZfNhSughSRsx4mMgGW8oyRF3Ag3J95nBT6nCicpcMvgaFfSQJMzQN1p2UKPVd2py6UNjBz2EcdGBg0Mk6OnsZV+6lSahkTClFAWBHwtZWHiSTj5HPQ2EWUcbGaaRt6w5SV2enSlMQUEhTty0tAzkMCXRiZoSzETS8WJn3mE7G6aEAcktnKKFwSlw6NAh0tLSKCsrY07FHMpECfOrZ3KxXJYitjcUUsLBzwE62APErcVs7vsPJqlPkO9pZ968eTS0Bum0FY+IA7n7dwdY8vUdfOPZdgiPLN+gKAqPPPIIH/vYx3j++ed57DGDgH6y9hC/renio88dGnHM2mOdLAy4yGk7Qpu3mDt2w+7OOFoyzt9bBDMDp7ah+fra6HVnpprBE+qGsiooOL1w4PP7CYYicP0HwWqF+Jkzxf3dLQR9YzTq9gbh2vfhzsoeWhICWLp0qY03wah73pCLqqpTy8vLU//u6ekh3efno0zkaRbxXiYQQ6eLOK3E6CRONwm6SdBOjHZiROIx4jaFz4hyXmAJV5I7xO38bgr5CbMBQTuxVGOzQLc+KrkkkOwlzC5CJPBiw48dFSuCGe1x9mU5qCfBLqIcJZ4aT0EQwMqzBPkmR82wO0PPzglqNKeruHExg+nkkINEN/tVG7IKgB0r0wmQiYu0iMAdEVRn9PIeKpjC2AOruru7aW1tZcqUKcBIL9K/pSlerBFiJ0H1ENftbO68lklp28mz7oWu9aiqyuyKKexJuwJtUHX8J7a1oemSDf8zh8auKIejI9/ie/bsISsri5tvupHN3/kCLz34W24rzWLbzt08sSLA/pZuXjrWaRBcVx/sOMLzLx9geVcXuS88R3PEz5dyXdyxJcasl6Mszs/gbcWnVkUEBsH0uDONMRNxuOI/zrgEfr/fUFdyCuHOe6Cv+4zFyX3dbfT4xuBF7umCvGK44YMIIbBarcTjA0GdlZWVXovFMsb2lucO541BN5FI5OTkDLB0JBJJRYcW4+KzTOZjTGQ/vRygl910000SBcjGzix8FAbjOHy9VDKKFc/EpeTwT/z8gIP8iybQdYSm02PVU3lDETSi6DSSRMGNFSe2YWUtS7rjbClwYjMljg40wkimYsOKUeHOg8rzdOAwSSe3y5CQpPl2tmOnmCIKKaCXPoJ00UwrOuDAjhWVCAkqj9vZVNzLe5nJPSwZ85rqus7u3buZNWvWkL7Kg71I1dXVWCrd/Fb8jT4iXM/buJyLTjtuD/UkiZAkhoVTRE9LfSAPRjVy5+K6jc1d1zIpbRt5jlqIKaAa3hF3zkSKbB0ciM9hhrYdgFUHgty0IBu0BJdMsrPumIXyRHyg3COwadMmHv3Ln0lD49FVz/HSshI+vbuJL1YWMEtR+V5ZnKf31fG23h44bvT4+VaxC4RAtjXQnV/KylCYPYUqZFphzpmfQV9fK93uAP76fVC1DGatPOMxfr8/ZRviHTfDrvWwfRX4A6eM2rVoCTTVgi4EyqmIKNRrFKu658epAECn00k0GsVmM9YpPz9fycjIKB99gDcO5w25KIri6F8MMPJI0tPTh+xjqDd+5uLnNiaMGONIzxHsPv8Zz5WFne9QxT1M4ZW+OoKeE6RjI2JG1xbjZS0KCVxo6CSJEAdUJDYzMyY7lKTVbSyfwEhqjKJzkDjTzbgaFwoxZKoYVFlzktrckUuuouLHhx8fBRRynGZchBGAV9q5qCmdBcsWU8rZqc2HDh0iNzd3aHEjE/0Es37vJp6tfo4XKzdjESob2EWcBFcPy4dKJBIEg0FquzdRF96ALVLBM3t/SGXaDWT6A3i9XoPAkg3Q9lGIHwT7TAj8DKwB4r63s/lECZPStpDnqINkr5G9nHVZ6hylF9/NhhefoLNrLxmik1AkToHogOO1eDscHKn+CzSug8vvhKs+AKqF+WVFrJ7tx9J7mEeWX8rGrc9T7nczPSMNsrLwJqDlQB3Ew5DmGpL4J5CkNx6ls7iczLZGiGiw9zDMmGgUgDoF/N2NNKSXUVw+Bz7yw9PaTfrhcrkIh41obP4/e+cdH1lZ7//3c6ZP2qT3ZJPdZFu292WBBREURcGCoiJW7CheC5Z7vYrX3stVFARBRUEQUJqULSzbe7I1m77pZUqml/P8/nhmkkkyk01WxMX7+7xe89rNzJw653zOt36+mgaf+QF855NwYDvk5CmCSIFMrxNfhoMs76QMoZTgGQGzFb5yJ1SPc4fVaiUYDI797mVlZVgsljnn3MmXGBeEWySE0Mxm84RfKBQKzVqdPhgMzmqZfCysc9m4LKeGJ7mEb3MRuSxhOyUMk4MJMzqhMYslCviREI4yap46YM2IwI9Ob1JMx4KF0Ti5VAzH6Cqc/kI0YcRBIV/jtezgfTzgvoZ52aXUGGdHLF6vdyzFmw5CCI40dBAWEd7cuAmHzMKKhd/yGKACwYODg+zZs4edO3fS19fHWfOzxMpPIU0hRot349JbaW1tZdu2bRw9ehTf2a9BpAUMxRBqhOGvqjoW5xuYV+ik1LAfwsNgzIbFvwTLuKsjsstYftmbaSz/ANKWT6YWJdAzCiPVeGPF6GabIoeHfwq/ug2kZOnJnZSKKAW+EYpr5tLsCU6soA3b0MOaKliLRpUbE028IhS2NDLUsAEqF0LNItW16hwF95Aa45GoJpY6BH3gHiJnoBV31RL4zJ1gnZmigRACs9lMKBSPtZgt8PmfwvUfVS6SeyTluBNbYJSAdVIMKBQE5yDMWQDfeQDql074OEEuCZSWliKlfOkKmWaIC4JcgILCwsIJdl8wGJy1oPRsyQXUCNPs7Gz+iJ/346SZMD7CWBAY4o0DiSyOFn/VuiI0O0wEJtX6Kr0XQT+xsU/yyUAHwnoUY0wSPkcrQxQdIxqvjSvO9fX1UVJSMqtjAmhpaaG+vn6CO5QKRmHgbw17QUgubWxASokBA8FgkL1799LZ2cmCBQu49NJLWbJkCdYqJ6H8ZjBGiBa2UlFbxMqVK9m8eTNFRUUcOLOMk31Xo0sDaFmEg52qQK5uPqVrv8L771rGxs+Y+PrTl0GOEkUiFoWwuhmiBjsvHjrNB58tZcexIFvbc4lqBbz376e470Qfmx89TmPMDvuehqad3Pj9/+VIxISu65xpaaVhQR2r8rPY0R+voO3oY47ZAJoVsouhsBIcJZBXDmXzcBjtuMrnqQeFwQCZudDwerj5O1BWq4rjRvrBPaw+e/ttGL/3DHp+GXoaayMdcnJyJlYmm0xww8cVQcxfBq4RRRq+0bG6GWvIR8iSoTRj3MPgGlKWz/tug2/+AcrnTNmO1WodJzHUXO1oNDrDtNNLhwvFLSqrrKyccNdFo1FMptn9eOdDLoFAgBdtgtsZxYHAR4wYYIpLZabCXFeY1hxzvGpGYkuKxWioQLALndx4QVwxDszeUYan6HhMhEQyQoTrqSA7nsUZGBhg7tzZlSmEw2GcTidLly4953dfx8XcLR7hgYbtXNO0jisaV3BZ0Xp2ndjF4sWLx6pfE9jE7TzPrUgky/koRSwHxvpYKDJ00dLmZsfJN7Gs4s8c7XsH8xaokv6HH36YmDSyc/cBPvrRj9J8rIm6pkdg50PKkpi7it+H57Fq1TouXdGA3PEIdxwboGkkiFET/PHqxTx4eoAlhVngCsLT9/Ffi0t4x45mJHDTVVlUrVzO/JN+vrC/lU/uPMVTHS6eqs1UFbHhMJRMjMfZ/aP4k8rlyXHA1ifhk/8J614b7z1ScgrJlmpWVhajo6NTZS+nwWSLYgy1C+Hr90J3O2x9DJp2Q+tJiIaxDPcRsGerkv5Vl8LGq2DlJWr2dRpYLBZGRkbG/jYajRgMhpd9psyFQi6l1dXV//DBR6NRjNOc9FQYCQX4hjUcd4IE7SQazBKlbVMtjcrRKPtKFKVEUCICk+uIB4iRi4EYkgUUstyl05ozio5MWagn4wV/C8nisywAlGtoMBhmTbJnz56lsrJyRiNZKyjhT3yX+8Rf8TeEuHjPfDgcZONll6W0HM3kUMc76SODFbxmyuda/n9TZ/wZOQMtvHD6FhqWLB1rQty6dSvXv/pi+M1Hudx/gB23vYW6CgE5+aBlQ9thPmpvhYtvZdfzf0fPzuOOJXb+dGqQHLORjz1/mupsK1Fdx2gyg3uYhhwbR9+kLKCIIcSugioWil08+9plPH6ml09GrNRYDIogUgRFBWAOBQhZbFhCgXj8RCorwmaPq+xPPf/Z2dnnRS6JOpyUKJ8D77wFuEW5Y0E/1qFhnE4nLFs+q+1MJjGz2WwUQhiklOmmEr/kuFDcotI5c+aMOa+RSGTWJJHAbAfNDUbCBI0GLGOl+PqEm9+AYYoFkxuM4bQaxqgnNOlzDTE2+tWPznqyeKPLwRxHISOEGSSEnxhhdALEGCTEMGEuoZB7WIs9zvkulwuHwzG7E4Ail4qKmbvY1ZTxZT7EZ103khG2UVpayqlTp1Kmqf/KJ3maLzFCGz6Gp67Mc4pwaC2n+q9l/oIG2tu7lHoc4BsZpHzbj+DUDrIDw/S3n4GgWynICQ2y81XdyNHnCHrclK3axJXV+Xx4aRkvvm0FO962EofFyBNtIxCJwNwlSr9WV/eLKRZB1zR0oWEzGnhLVT61CQVDKRVZpIBjZABXXlI9yQyy84mMzGww2V2ZFpoG9kysefkEw+fo/k6xncn7VlRUpAMva3f0BUEu+fn5c8vLy8fY5HyCudFodNbzjl3oeNBxJGUQJofULCl6hTIiOj7TuHymhElleYxV1wJcTz7+US+fyV7Bk1zC+6khD7PKBmHiBqp4lE38L6vITCpqOx9y8fv9mEymWcerYrEYR48eZeXKlSxdujRtHUyQRPWnJDZZ9Lvnr4T3fIA9+w4zz3qIuro65syZw/HjxwHIDDsJeEchKx9vTKCjQcAzUeZAjzLS1cYXfnwHl25YBwEvSwsyKc1Ux7Mg107zsFed+KtuhDWXqzqPOLJHh/FkxYPfCYsvEZTNTX1vZbuGGM2J17YkeoQc05fdWyyWWZPL+S4zY0KKw2g0ThjJAlBZWWkAXtZRIxcEudhsttpk/Y6XK5j716iXsMGAMclSSVb7B+IlcxPjLxKmZIrCkx53RgRuYqwgg1qsRCIRTCYTFdi5lfk8ySXs4FX8nUv5EouoZWpVqNvtnpXZDYqQJqfwZ4Lm5mYqKirIzMycUGh3tPEoHjle8fl6fsAybiCHSrInXavhwX3sCd/IPPMeSkNPAFBdXY3P52NkZIRV9XPY0a3SsUeGwszJNEycfCh1wlJw/Q/v5/avfx1raTVRKbjxr4c50uciFo3xl1N9LMuQ8OZbobQG3vph1ZcTVOvNcQ/gTpTMm4yQm6OCxY78tOlla8BH0BbXsXG74LLXprVyxpZJFz95iZcxmUxjlt9skfxgqK6uNsMkPdN/Mi4IchFClCUX0J0PUZzPMo1BHz7rRH86C+ME60UgsGCPCzRIzFGdiGEisQiY0LGkI7HF//100g04W5fN7/fPWrzpfAgpGo3S29tLTc14j5EQgvqG+TwhdvM/jXfwN7mTDlrYyX4u5jYsZE1YRzgcZs/IBuaZdlEqjsCc94+tZ+HChTQ3N3PtB27hvpNePv1oEw80DbC4IocvH5fKFRodBvcQd3mKOXCimf/5n/9h294DPLz6vfzXu9/CjU+fZPnv9rJhfg1XfP/3cPX71IZrFsDnf6J6a5yDZDn78GbmqrSuxwmZVrBljgdydR1GnNA3AP0D4HRh8Y8SsmWoGcxIuPad5zxns3Jx4jAajS8JUZzPtiorKzOAGfYSvDT4pwZ0hRA3AFXA/VLKzmm+akm2VGKx2KxdnHA4THIR3kwQCQXxWicuU4iZPoJjIV0AMxYkOiECOEIxnJap+yaT/tWRWBF8iypWkEEsFjtnSjgdZktILpeLOXPmpP6MGD/FyWnCLMLCJ8glE42enh7Kysqm7KNTjHJfw05e29TA2cYOnlzyI/aJF7BhnzAALRwOs+fF7cyLnKF04UehdDGYx90Kh8OhLLfiGrY+9yzP/PA2PncFlKy4hGUrr4UDT4PfDcuv4CNLX8VH4r99e3s7uq5TW/sRjn71rvQHveoS+PFf4ZkHsL74DEFhgJFBaFgL19wE25+Hxx+EQASGnEpucmwsicDaO0Rw6SYYHoA3vQvmn7t3y2g0nlsJbxJm+1smYDAYiMVis4pDJpZJJANsNptBCDGrG0QI8VpgIbBNSnlgNsvCDMlFCFEM/FlKebEQohb4NWAHnpBS3i6EMAF/AfKAO6WUidFvFcB9wMVAWnKRUhqTMyJSyln/ELquz/oGNkdihIwTicKKRjZGPETH9FYALNiUrkrIhdMqJghNgcr2RJFEkGRi4E5q2SSz6QYG/EHCFivDEvJneFgJQmqRsE9CGKgSsAkwplmHlDKtBRdC5330cYowNgQHCdFIiHspZWBggPr6+inLFJPH58Tb2d9wmqVNtVQ33kjuknyWijUc4wSQpCDn3Utp06+gpQo+sn3quoqLGRoaorJ0Ptd/9ldQVQX2uOsxb3XK43E4HLS2ts7ofFFcDu+6FetbP0pw316VSk48oCoWwh8fgaGu+BB387hbKyUmv5uIwQjBDHjnx2Ygon3+RCGEmPX1rWnarC2XycuYTCZMJtO05CKEuAtFJk9IKb8ONAA/BD4CzJpcznk3CiFygd8CCfv848B/Sik3AFfF9Tk/AeyXUm4EXi+ESNjMh4Drgb9Ntw0ppTGZlaWUsyaK81kmRwoiKUbElsWDuJMnB5ixkh3LIGYwAWKs0VAV2ikZyiIyeUAuwBvL5i1heE0IvuwPs81oZnMIPhKGXbFzazV3BYI0mS1cq8PtEr4p4RYdLtHhiTTN4ZFIBLPZnPLCbSLMGcIUopGFRiEaTYQ4Qxiv10tWVtaUZQSC9/BafiY+yYaGtVSIOVzf+BEKpIpphMNh9jz3OPMGn6e0ohbMGTD3spT75nA4cB06BK96FdxwA7zmNXDmTMrvJpCVlYXX6532O5NhMpuJRGPjxBKNwse+AMF8KFsH9qL4TOiIEqLSI4iMYjDawZMJt3z5nA2F/wgS5PJyL2M0GjGZ0vc0CCHeBBji93CZEKIO2ALcCjwwq40ntjmD78SAtwGPxv8eBhYKIVpQ5R0uYDNwW/zzncBqYIuU8lng2ZnsRzK56Lo+a7dI1/VZP02WSwOPp1gmCyPV2GgnEB/vNf4dkwQhTGSSE+8ZkkSBHDRyMfBJWcCPwnbapDo5+UCOlBg1jTxgpw47dLhUg++awJZil4ckfDYSY5HJRD4TK20CwGel0hu6ZhKXTudOxkUVp4iTJyykc507IQRaQx2RptM0Njai6zH27HyReU2/ptR1CC7eDrc2qhRqCuSYTJxuaQGbDaxWGBmBr3wFfv/7tNvUNC2tmPd0+zkB23bBmXYoyFMWiSV3nFggPs0wngovzIcjx2H/EVizfFbbnc3+/avIxWg0Tme5bGacRJ4HNkkp7wb2z2rDSTjno15K6ZFSupPeego1xe0WFLNFUVZNd/xzD7MMHEkpjck3xfm4ReezzCLdiFGIKXUqoDqtK2JZBHwORt1FjLpK8LqLifiyiegmkAIDBsBADI0cjHxRFvJQOJt2CQUCsoW6njWpI4VAE5AnlO+4RYdPRCCa4pq5Q4JT6pjF1DkFNiAb+KqEwKRlp3MNGzBTjolBYvjQGUSnDjPVUW1GRXqdRHiH6OVYQxXhcJjR0VHmymFKX/cp+PgzUFiXllgATD4fQ7W1ilhAuUS9vdNuUwgxQfhoppiwzN1/VNWsydeGZgJThnrFpwC4iwviolQC7p3Zg9rtds/6ph8ZGZl1UHdgYGDWweOenp4JBXvHjx8nEAhcMc0i/9A9nApipidHCLFVSrlZCPEY8EYppRRC/ATl8nwM+JCUsk8I8WmgT0r5h5nuRHl5+Yl77713QYJgQqHQWKPXTBEOh5FSziqFHQ6HGZUx+i2mCSZcTArCUkOXqopFMh6wtUcjWGMxRixWhIiBFsOMRoU04pQCH2ASE60NUzSKJRrBa50oqh0BSuNkk4AOnALMsRgZoRAee+qUaBQoB5LzQrquEwgE0maYokAfUULxgHMJRsQ5lkmGBx27FPhHvUhdx2w0Ys2wz4jUpZR43G5yenriOrIxyM+Hc/RNnU/2a2wZXYcTzSolfa5ligvI6R9SP3QsBoumxqBSbSc7O3tWD7XzWcbj8ZCZmTkrt390dBS73T5myf7lL3/h3nvvvc/pdL471feFED9GJV52x12kBVLKb8x4gylwPtmiMqBSCDEArAT+igr2bAL+DCwDds9mhUKI6KpVq8YKxlpbWzEYDFRXp9dlmYzOzk4ikcis+nB6enro83r4Xn0eYSRZUuNswEpv0IaGxCDkeNwPiCJZPDLIYtcIf6ipJxozghSUS0EOGs1StQJoQJEFCs1gNUCpc4QFvV1sWbRswvZ9Ulk3zyTFF1sk/IcOcz0eVrc08/SK1AJig8CNAj6fdL0Fg0EOHz7M+vUzF9vWdZ3t27ezefPmc343FAqzZese5hSsoeX4CQqqC7Dk6Cz5k47YWAhvTKoKHvHC7X+BoVH47Ovxzyvg6P79rN+6Fdrb4ZJL4E1vgmkeIFJKtm3bNqN9Q9dh73H46062zs9h895+2LgIfvlH5RKdA1tveB2b71e1OQwMwoG/j1tZ6ZbZunVm+5aEF154gY0bN87K7d+1axcrV66c1YNz3759LFq0aOyh0dPTw913331imkUS9/Bu1D18asYbS4PzIZevAFtRpcR/Q/lnp4EnhBAXA4uAPbNcZzQ5rfdy+qV2He4gl5vkCM1+K66QDZPQpyQMBKqZURMGTBKiUTO6VMVyLiEwoYjFhArW9oagLwQVVijQNIyxqbEDOzAQzwatjW9PQ1kvAbMZazg8ZZkEJFN/vPNJj2qahqZp5+zLCofDPPPsHn71hzpufFsJhfNOsvrSBpru3EWjq58lP3Aiksnl9kfg3kOgCzj8K1xPfxRHURH86Ecz3rcZ94q1dMNHvw+9Q8rOrHgVPLYDHn0B2iNgi0DGOVy/xO+diLTPsohzpjif2OBLsUw0GiUWi6W/oOAR4AUhRBnwWvjHx0HM2M6SUm6O//u4lLJWSpklpbxBShmTUnYArwZeBK6YbXOUECKa7Ie+FKm3mS6j6zpLMfG+cD7OkA0pdOQ0v6PPYMQUjqlWFSHIEIIYcDZ5vQLMQpFNVwBapQV7Cs1UIZSr0pzEO5VAJuC0pF4mAQPjhJRAoux7tuchJydngmL8ZCTSzfPn13HJxhI2rknsv6DBPQ9hy6bxloyJ2915FrxAWEBLAGfvwKxbGdwuFzm2DAhNQ5idffDOr8KAE/JzCFUWYQnFoCAHCh0q7XzMBcH0l6QUYtzvdXtg9fIZpaPPBy9XPHHyMpFIhEgkkpZcpJQeVFB3N3DZpDjreeElq9CVUvZIKR84n50SQkSSyUUIMessgaZpU/opzgWz2UwkEkFK+GvAyHxhoFxoSFQ8JIK6+ROvsIRezU5eOEiGEPHuIGWtRJnal6QJFX85rVswBVMThQT8SfekUcC7BbiEGBvGF5XQH4ETATgWgFNhsOqkFLzMzMxkdHR0VuehrKxsXIJxEhLEUldXR928Ej7zMShPqvoX/1FIw5cvQdTbJ/YiLagAs5owKItyGBgeorBwhn1zUsKTh3H94BFyfvgsrP4SfPweaOmf+t3v3g/eADjiM6kyLFh9See6slSl1jp9U5eNI2SzYAnEy/J1Hd779hns4vmnq2dLFOdTVDq5NCMajU5LLvFlnPF7uG9WG0uDC6L8H/Al1zOcT5n0+TR4JXo9DkShT4ccBBUYWYGJuRjIRZCBwI4gG4FDNxA0WcmNhDFMyuNoMLmND4g/ADWNmC5Tlk9oQNaka+09AlYAIU3gCsc44ofOEHh18ApwxmCkFb52FmKT1pmTkzPrDEtBQQEul2vK+UsmlrSCVUIgCkxTRb+/8GpYWglVRfR+ajUF/QYMn98Nf2k5dx3Jb7fDf/weV5YBR0BCbiZsOw43/HQiwQw4YeshyBvXYwlkWbB6k44jzwFWE4wEIZT64RPMsGP1BWDEBVXlsCnFmJBJCIfDs+5/O19COp8arsnKAh6PJwykZ9h/Ai4IconFYp19feNk+XI1hSW6VO+NL5Z4oGgI8jAwDxMLMbEIE/WY8OsGhGZAS5G6NqEsl1T2lgFVLOSPTPxUSuXqr5n0K1gE3KWBJSObsHOUqIYKsBghJwhL+qAsCg+OwE8mPWPGVOZnASEE9fX1NDU1jb03I2KZtI4JBDO/CLZ+jMj2j3LaEWXez/vgmS748h6441j6FXn88KOnIDcDb6GdLGcYDBoUZEMgDD96cvy7jS3qM8P4CfQUZJGTNOsZTYMF89S/vc7xDukkBG0WLIPDkO+AX313WiGmsWXOo7n2fFpUzpeQJteKtbe3+4Hpc/8vMS4IchkdHW3pTap5eLnIJRGn2RNVWZvp4JUQkYxNCBCTfnRVswupogNCgMtkJTw6cf/cwDIBc1P8ClYBPnJY3epiUT/M74elXbCgHzLCYBCQb4TfDoInychzOBxKXGiWKCsrQ9d1ent7Z00s48c5iWCMGsdPnqL2+SA2qxXyrJBtgd9PnSU0hl3NoOsEHVaM4diYawgoC2br8fEYTEyfYgW5irPIGZjkFtqsUF0OC+uVdTI4DMNO9RocJmA0YCstgT/dAWUzO96Xq7n2pSKkzs7OMC8zuVwQSnSjo6MdXV1dIVBzKs7HxTmfgG4Cfl2Sl6INIBnhRJ8bMGqykB0J4TaPXygCdcPH5Hg1bDI6M3IoGnUTyVd1K9F4v9CH0/wCIR2eiTlYF+mkM82pMMa3t20UromrLCS0XDweT0rV/+mwdOlSdu7cyagPdjYuRNtTwn+8H/Lj6+5rV5KytdOoZyaPLdmxYwdWTFQejEGeKW7C6ZA1zRM/GAEpObvAQcWpSe6dJlQ2JxIDiwnKCsabEONmpz/bht0zSe1NSmWNfPNzUJgFTzwHbZ2KlfMK8aydR2VNDRTMXAT9fIjifHSKzmeZhLxHMrq6uuD/IrkAPXGzzQKqo3O2Ad0EZhtZt1gsZEZCYJn+B0zemxGLjbxQYAK5gLJeLAJCctySSaA9I4dar5tWSglL1TPxEQNcnCZO541BrzmbYuf08ZOIDvsHIOyELBNsLIGqqio6OztpaJjdZEYhBIGgYNgZ4XSbgZMd0NoJf/wJ7H0Kfv05dZ8uWAer3zX9usxmsxpvUZQNN8yD+8/EVc4F3LYy/YINlUgJZ+fncNHDbRM/84ZgTiFkxMlpcQ1UFMKQGzJtBDJVMHfKr+8LQmk+LJ0H4SiUL4anBuBUHxj9uAszWfyfz6l1v/8yuKJBkdc0CAQCsy7uCwQCWIQBnjsCjR1wtA1GA6rIr64MVtTC6nlQMT707qXSNnI6nQJ12b1suFDIpbejo2OKRzFbojCbzbMOtFmtVkojIfos1nTjvQD10E2g055Dtc9NW1buhO8IVBu4R6j+oEQtigBaMxxcNtjJ3nih3W1GeNc0CYAMA0Q1IwGDmeyIH49paqWu1wtnW+C3AjI1dd8aBXxsUTG1gydTPsHSIeEKecIL+OVDObzzNYdYOq+Ph7cuJBYz8vd7lJSsLQtO7oHl16vlpISRR8D1FFjrIOs9PhpPHcbhcHD55Zdz/PhxGq+xsGTzpYj+ADTkQ70j/Y7MLWbw2gZyOj2YgrHxQFg4CoEQfOKq8feEgFvfBrf+BCwm+mrLKZ40RJ5IFHwB+Or7YXgUbr4TTveBxQj5megG0M0GjNl26BiGz98Pc4vh1x+AovTk4Xa7qaqqmtG5BWDARejpfWRuOwVN/RCNgdWs4kW6VGTz8E713XX18NHXwcq5L5n7FY1Gw/JlGa85jgsi5gL0dnd3T3gjQRSzwfnEXWw2G5dE/XjOcdozkip12zNzmONzTfg8sXg2UCNgqQZlYjwO02+yURQO8AUjbLPAjcbpSymsGlzpgEZrCTW+qZnBQABOnFaV6pV2KLRBvhXsJvhBo0afpZLOzukkdMaRHGOZP68Ef8jGPY9voL03i/94xwucOXOKqiUBgn7wDKlRPYk5YM4noOPLkqEuFyech9n9xH4WLlzI4sWLMRgM4zGYrCHkdbXTE0scLVfVMjdoUWQw5FH/+oLwuWvgNROrnLlyLXzmBnB76avIpeRM/FzFdGXRuLzw6bfBpmXw7l/AmT6VPRrwwoEORntHyDo9DMd71A2flwFtA3DjL8CVPrni9/vHJoJOCynhb/vgdV/D39mPNaxDXhYUOSDbDhlWyLKpgHVBjsp87TsDN/4AvnY/QY/3HyYXv9+PlNI/q5W8BLhQLBfP5AxHgihma4UEg8FZmas5OTmsGXFxV05psus+BWYBDg1cOnTZc6j0eSZ8HkH1CCXGElmACqFeMQlug2CR3cqaSACbcQYXJfCBIvjgcAlvGjrEEcfEMaPdvcolqrBP1HcxaeCwwE97q7k9uIOKioppz+Hk4G1JCXz/i/CHxwRlxXN47WsqCPi6qb3kINl1YUKjmVTVZeD2B2lqamJgaJTgJ4JYPFlkHa3C8uQy8t49vkOTR8cuWbJkWmu0v78fo9VC9vfeAx/th6azigw21KmbMBXe+zqiK+sINx7B3jmkLAEh4Kq18O7XKHfov/8MZ/rBGVBZJwCjhrM+n9x2jxKSahlUWaW5hXB2BL7zV/jG1JqXxHV5TqtaSvjuw/Db5yHLjqfCQfaec5SQaEKRT0yHP+0gaA6Q//Yrp18mxf4l94r19vZiNBpfktqV2eCCIBcppSwrK5vgFp2PjOCEkZkzhMPhwNDRweJKOBUFxzTXS7EGTh3CBjUuzajHiGqGMaslXZ5hRIerrVBeXERfX98EOcnpsMAGX59r4/CgTjAQIGq2oQG+GAyOQKEVKlMkEswGGImYkCULOXr0KGvWrEm5/nRZoSsvVi8FIxRUU11djZQSr9dLIBDgyJFuiouLcRjmMfgTK4YciI2CfdnU7cyUYCKRCMePH2fDhg3qjdpi9ZoBenKtlKxZCgevU+RhM4+nlD1+eHAv9I+qm9ZoGAuI9S8vYvEfj4MxbsTHJDT3w5wCePywspYcE5s63W73zKqN//cJRSz52egmA7omMEZnGEs0aFCYg1/o2P7rfrjjFrDN7EEbCoXIzx8PTvf29nIOJch/Ci4UtwjA6/ONm6Hno5R+rjL2VEjMkvkPq9JlCU3jHmVrkKeplPRZezbl/tGxat4cxtW0kuHWIUeDT2VCSUkJyfU8M8GlOfDquko+QSfVFig2wWuyodwMddb0lpYEIpklaJrGZJcTZl/HAooksrKyKCoqwmQyUVhYSPnbrRS+GzQLZK2DOd9Pv+yUQrtJaGxspK6ubtZuAKjG1aqqKkUoWfaJtSqPH4bOYUUcJkO881kSNQgCDguZfUkPJINQN3b7sCKpvx6csq0ZTWU41AK/eFJZIQYNT76N7OFZeiZCEMi3YzvYAT+dVm9tAiZb/L29vfh8vpbZbfwfxwVDLkajsbenp2fsb7vdTjLZzATZ2dkTx2XOAEIIrFYrDbEgX7ODW0JwGoKpNSr3qCUjhzleJxFUA+I8Jt7ouoQhPV4Q54AyA2RkZBAOh2ddfVxfVU6pp4cH5uk8tgC+WwNVdvCn6XaQ8ezsnCxYsmQJp0+fnmAFnm8dSyoII1TcBg1bYd5dYJ5mddMRTF9fH9FolPLy8lnvg8vlwmw2YzNZIJhi+NljB1X6Wgh10rxR8MUYmpdH4eFB8EWVj5lYTBOABE8Q9k+V2XS5XNO73tEYfO4eMJuUlQS4izJw9M+OXIJ2ExZ/FJGbCfdugWMzMz4mx4POnj0bcTqdbdMs8k/BBUMugUDgQHKF6GwrTXUJYQzoEqLR2fUYORwO3G4311nh+xmKXAb18dqWZGjAPAN05BaxxDmAWUKZHO898seXHZGw3gwP5sGCpIRNYWEhAwMDM963mA67e4y0hIv54d+7+ekeaHHCexfAaDh1Jb0rpOKmCxwqML5o0SIOHDhALBZ7SYllwn76oe8+OPl+aPsK+NM07KciGK/Xy4kTJ8bmJSElbBmCGw/Cki2wbCt86AjsSVEcGIxyZvthau/uhaX3warfw9r74Xv7ocMDrU7Y2g3hLPBZIRL/MTToW1NCyf4+RSoBXZFMoivaoIE7AM6JD7hYLIbf78eeRmcHgO1N0OeCnPHvuIrtOAZm97B0FWfg6PfF3TgBv3nmnMsk+uuSq3P37NnjBqaTW/in4IKIuQAMDQ1t37Vr183XXXddFowHZ9Olo3UJu93wzAgc9EBrQNWivCmUzfd2echy5LI2G15bAAvs02dmEu5USUkJr7HAYiP8KQR/DIFHV+s1ELem4/9flpPJmliAe2wxHoga6I0p96hQwDst8GYblKdINZeWltLa2kpZ2blHyOw+C194FoYDYBVzeV/BLv63tZw7DmgsK4HluXDYCZkmsBvVw9cdVvUu310/fszFxcX4/X727dtHOBymvr7+JSUWPQQnbwLfMTXv3bMXhh6B+b+C7HVTv58cgzl06BAej4eVK1cqd0hK+K+T8HAvmDVVfCeB3SPw4gjcXA23xIPbvV7cn32G8IoY+XtDUGRTBx2Owf8ehP/ZDhka9JlQjmviIoiii1FG6vJY9qsjCf1P9UP7YqoOIGG9BCZWSAwNDVFQUDB9MPee58cslgTcBXYWD3bN6ry6ipIIKTcTnj0Cwx7IT18cOTo6OkUP+cCBAxI4OquNvwS4YMgFOPDCCy8EQA3ESbgrwWBwgomnS/hzP/zvWRiJqOvBblDXoCbAY3VQo7vY7c+l0Qu/6YF6O3y6GjY5Um/Y4XBMSNtWGuAzdviYDZ4Pw4kYOCVYgRINXmWGWgMcKyok3zfIG2dxozocDkZHR6ct6+4dhe+8CHcfVsdkN0FhhoXWaCmX5bZzJFRLYz/keeBTa+Dhduj0KpJ5Vx3cVA+lkwJA5eXlNDc3Y7PZpgyXnw6D3TDSByVz1EjnVHA+D74TYCoaJ7SoBzq+CUseSb2MEILa2lq2b99Ofn7+eDXxw73wUK9S2kqums4zq7LmO9phRQ4szYSbnubEFZKF+0BkJ51Lpw/6nYqURmMoezOidk4CUqNvdQ3Fh9yIGOOcMyamoyuCkcC8iYPf+vr6pn8whCNwqBXyxkev6JpAN2gzD+bG4S7KoOrEkPrDoKn9bOyAzUvSLjM5HhQKhfB6vX4p5TRDqv85uJDIpaejo0MmWyoJ1yhBLp1BuK0Zjngh0wD5Ke7NAVMOi/2dZGUqlpIS2oPw4RPw+gL4Qg3kTDpqm81GIBCY0tpuE/A6C7wuzQ6XlJTQ1dU16/6byspKurq6pqjmhaLwtW3w6Cnl+mioa8oVVK8e11y+NvcFToQrybebGPTBsS546nVMm0ZPuEJLly7F7/ezZ88eVq9ePW2Bnd8Ld9wGh7epmhY9Bpe9Fd75hal9fd6jiWMbf8+QBYFT6ffL4/Fw8OBB1q9fz9mzZ1UWqaEB8asO9eOmascwCpVr/3Yz1EYZinkxyCxy+5Pc4LNuaB9UwVsh4qXV8QtFRkEoUfWOVxfQcGcX6FlgSOpFEqhlI7pafu28sY+klIyMjLBkSfqbm9Z+9aMldTEPl2eR1zu7KQYA/mwLNk9SrVc4Bk2d5ySX5OK+pqYmjEZj46w3/hLggom5SCmlpmldyZmNRCwE4JAH3nwEmrxQaFLWSioMmnMoDI+XzAuhyCTfBH8bgrceVSpxyRBCUFBQwPBwisHq0yA3N5eRkZFZ9zQlyCV5uUgMPvYEPBKPVRgEmI3qOjUZ1MuvG3l0oJa1ZjV7Oc8Gz7fBgO/cxJKIsdTW1lJVVcWOHTumjf385itwaAvk5EGWQ72evR8e/83U79rmTX1P94OlYup+SSlpbm7m0KFDrFq1itzc3PEYzL4jyJ7AND9uCNr98OwQsd8ep+n1GSy6wwWnvCpQ2+qG1jixTCAniWrIsIE0MVpqRWqCrB4/yCyQSbeBQDFiOAqObJg3buW53W6ysrKmlz/omxoX6qt1UNI6u2ZSFcyNTGxlMBuhdfr2oMk9Zfv27YsNDw8/N6uNv0S4YMgFIBKJvHDgwPjspYTl0uSF959Ql0i+efr4SUyoC9MwSQxPE8rS7gvDjcdgaFLx7/mkiTVNO6/0t9lsJjc3d8LN/bujsLMLCu0wEkh9jEYNdrirMMUClGmDGDSIhOD2h+C1/wXrPg1XfhnueBIGXOmzQuXl5axfv562tjYOHz48RRrTMwL7n1FukIhfIZoBMnPgybunBpHzrlJZonA/6EGIuiHmg4pb1ecyBKEnofczo2z7zYsE9kS5aP7FY7GBsSCvhMbXh1IrAXYEoC0Qt0gkJ9+aQdXOIBkjOrgjcHgY+ryAjLsQyStJ/F8CZtpeV0rt433xtwXoScV5UirrRppgWQ00jGev+vr6zm2lxpJmX8f/N1SRRX7zMAx5ocsJ7SPQ6YRBL/hCKaPyE+ItyYeRQi41AV3X0XV9go7L9u3bXYFAYLaysy8JLihyGRgY2LZz584x+9FqteLzB/j4SXVes2boxPWbHZSGRlJ+lm9S2ra3nZn4m+bn5zM8PDxrK6SiomLGZfbJmDt3Ls3NzUgpienwm0MqKBvT41nTNMsZNMFdPcu42NpEyBWhYx/8Zat6YA66YPcJ+NQdsPQjYR54bA85BXWc7Czh6R1wIkmnyWazsXbtWvLy8njxxRfp6ekZO/ZRpyIVbZIBYbKosc6TBf+MmbDoD1D4NtDsYF8E9b+A/KtBd8LQuyIcf/w0x2sOMufhBsq+tRD36zQiSZe8EIKGlUsRBkHjJm985kIcw2HoD42NVRhZBK4aEzXPBePNkKj0b0JoTaK0e2UiUju2FQK5BkbmZ1G83x3nAB1khgrm6TE1Y9pgBWMu3HzJGElJKent7T03uWRax7cZ0xmVMTLbnBiO9kLbCPR6FKn0eRTJHO+Hg2fhrEtZS3EMVWaT1z1JOiKqjynupUKqTvj9+/frwJHpd/qfgwsp5gIqqOtHycgihKBHWgkFA2TPpI8jjlZbKbXBPs5aU8sqFphglxseGYTr4lavpmlkZWXh8Xhm1T5QVFTE8ePHZy4mHUdmZiYZGZnsO9nHLxpL2d+iXCFJnFxMSnx+8g0O4IzZeKyvjs3GwxyWqzGbBGe6FXEYNMi1h/nU5j387Pk6jvyyhCorWI3q85oK+NonYNkCdX6rqqooLCzkzJkznD59mqqqKoqKKjCZzERCilAS8I9CZX1qLSVzEdR8ZeJ7Xq+X0/e1M/KqQYpPVrHs4YvRdA0KQfrA83HIfR60eHJDmA00lNTT1HmSxkt9LNmWoYa4dQfjj0FJKEPn6Psla77rVuETIVQQVaLIRGpMbDNNkJQOxDj9tmLqHxxESDMQin8ebx4kA0Qm6AalO3P1eFf54OAgubm55/6N55Yq9nX5oW2EvqvrKDnYq2JF6aBL6HFD3yjMyYWCDIYqs1m4c7L0qIRlc9KuZvIYlvh8qcC/oq8ILjDLBehub28fa95sC8BBPYf5s5TlPWvJpzI0lFZOUQjIMsC325VuSgLn4xoJISgrK0tZBTsdAhH4fft89h09zZYzUuntGpVbbTIod8frgaB/6mFoAp4/WcHAqJ03NZymf1Adk8kImdYwn75sD48cqWNvWwlRA/SGISsT8nKgqxfe8wU4nFT1YLPZWLJkCRs3bkRKyYGDu7jm8/soqGvHmOFC13W8LrVPb/9M+mOKRCIMDg5y5swZduzYwdEDjWTszGP5Hy+l/MhcRSyJ85YBMgChJyadz/dV0dBWgPDHaLzYi/RH1Y8klNm//1ZYtCuTDI9BqcrJePBVZqPiKoBQrlOyewIGvGV2PFUWSvd44t+1oIK9ZjBUgCEfhCVOUJnw4e3gVgG6jo6OmY26yctU8Z+T/aBL+leUUtyYQvs3GZqI6w0DrcOMeoLYPCEMyRqmUqog8fyKtKuZnCn6VwZz4QIjl3hQ92yiUvdPfdBpyqMyPLtAa0wYcBkzyIumF6q2GVRJw9akOFtRURH9/ee4EFKgurqajo6OGbtU4Sh8+CF4qsVGb6SASwu7JoQITIbxZEM4NJVgpITIENzftIi6PCdrqnowaGA3h7l18x4eO1rHntYSlSwxqAzuoD8e3M5S//7XTyeu0++Dxn1mBjvnMm/OJVx8RT2XvkVnwaWtrHrbC2y+eTuXXn+YvY+e4L6vnMbrCnHyxCmOHz/O/v372bp1K7t376avrw+z2cyqVatYY91AwckyNJHmMtMgNlnx0m5E3LOShsI6RFQqgompqd1HP65R0mOl6KwFSgqUDxnVVVAWA8oQT/cbSE68s5CFvx+eNNI20e6e6Dg1qEbJmlI4MAjvfIZAv5tgMEhubu40v2ocP38RfGbQJME8K0KXmH0z7O7XBJgM9M1zULL77MRj8YegMBsWVaZdfHLl8P79+2MjIyP/kmAuXHhuEcFg8NkXXnhh5Vuuf7t4cAAy7YVUDp2c9XparSXUBvoYMaUvODJpcF8vXBWv3zCbzZhMJrxeL5mZ6X3bybBarWRkZDAyMjKhYSwd7tgN+7qgKBP2++p4U96L/O1sGTFpHJsoajOBPwJIFUowmsAUz6hGI+rBbDIJfrplFV949S40AVcvauHxY3XsaVNxgUTZhiZURqks7n5kZ0LbWTh+BubXwO9+Do/8VoUcEBCLCpauzeFTX8/hkivhdzdDy+EoOXM8mHPCBHQdS7Xg8P1ZXPohAxUVFWRlZU0pLItmqBBG2vh7DIQjxfsZRsRn62gI1ND01H4aDSMYNQPCCrW74u5xQS4Mu2AkhCIWHdWI4U2Z/x6ptxKzCAqOBcbPTOI7ZtTJNWhqcL3NChl2yBTQMUrb3Tuoecc08nsJ7GyDX+6Eqgo4PkjP6nJKD/ace7lkCOhfUcbqH+9S8g9F8R/NF4Rb35A2m+Hz+bBYLBPctqeeesrp9/t3zG4HXjpcUJYLwPDw8AP333//cFtQPXE1gwGvwYYjMrs6gXZrMTXB6a2QTAM0eicq6CdU3GaL2tpaWlrO3RsWisJ9B8ARLyYNSTNH/bW8q/L4hP0waqp4TovHYYIBZfGEY2p/rUaoc0AwbOJXO1fwoYsOcqS7iMPdJcT08XoxRLyELMn9E0Ktt6MHfvIVeOBXSqMlJw9yciE3Hxr3waffAX//OXTsg8xcI7onj2BXCeHuMmTUzIk/l9G5rTjteFLDItAKQKb46aQOaGC5Ov25EjYji69YibMqRu+8MEu22MetDk2DumoQdsaf8AaUq5PUJ2TQiJk1jt5cTMOdieycNn4iDEKNxTRqEIuqEzO3euwmjhZb6c8NU9Z9jtEe3hDc9rj60TLsyOIyujZUUrFzdlW54Qwz0iCw+iMqoxSKKl2ZqkJ4U6phMgqTM1mxWIxdu3bFUJMU/yW44MgFOLR3797oCU907PpotZVQG5xdLCRgsCARmEIhhpzQ1g2NzXDopHo1NkNnD7jd0JgU0ikpKaG/v3/WMpu5ubnEYrFzpqWfPwOBqBJCS+BYoIqKDB8LMgcnuCpGDTLMcZKRkGMGhxU2zoE3roBIRLlCH9xwmHv3LGNFZR/LyvsmWApafH2patKcPfDcY5BbAMn1dEJT740MwP0/BWtO6gemNRN23p3+WIUGGV8BGQTdM+6GySDIQbBcA8YF6ZeXUnKis5lsexaFpzSaLvVPzCKFpIo4m5KUtzSH6qYUcqyq9eQN+VRucZPZl5xyl8qksgkVuwlHwGCAhXXKcomjZaWg6kAU7d5pRMUBHmuCER9kqgi4a9U8MoYDWCb1Jp0L/cuKKT7SF9cLRqWuYzH4znumld7s6+ujuHhcnmL37t0YDIYXpZTnpxf7EuCCIxcppTQYDNt37Hhx7GnbNgMrZDKCYTgQLsbY0UdrNwy54kkFGa+Riqj3+nvhrU/BF/fAWa9q+CosLJx1YBdg4cKFnDgxfX/Yro5U7wq2jy7nvdXH0IhOKGUQIl5Ep6nn8rw8+N118P4rwSDC3HblHh49WsfO9kp+8PwGXr2glWtXNKNLiRRg1lVooiCpzy4abxAeOg3ICcWkE5CVo4TbjGlkREx2cHVPP4bIcilk3wHGSpDDoI+oe9r+Kci8Pf1ykUiEvXv3IoRg+evWs2RvDiKo03ipb5xgIvGcuMUMCHXzZdshqwwMJpAxRuaZcM2zUvuEm3iOWr2EBIuufEGDQc0rWrIA7ONZybAVeutgzhkjvNgL6bqapYS79oJ9vGS8fVk21a1CpdYikXPPaoqjb0UpJYfj154mYdAD//l2WDJn2nMVi8UmtMk88MADnu7u7ntmtNF/Ei44cgHo7u6+58CTD/kTD0u/wYomdazTjrpVkBL6h6GpGV7wlLDW3IfZpB5uhnigVNPU/01GVdpuN8JjHXDNU/DHM1A9p4a2trZZ77fD4cBkMjE4OJj2O6MhZYlPhle3cSxQw4fnHlPFcbFxNygcU3HLRQXw4FuhPBsuWqCyQs+fqWN/Vwm6BF/YzA+fX09RdoBPXn4QKzEMcRepKGP8/Iy44LorwDWoYjnpT6aa4nHsMBw/Ah1nwDc6fp/EwmBLY9Ukw7wRcv4CuX+H3McgdxvYbwaRxtPw+Xzs3LmT8vJyFi1ahCiyIn63ioajDkRAp3H9qMoiBeM+ohSQa4t3l0rQjJBRRtRRxNEPlrLsFz0IGWNM1diQB3MrYX4tLKqHZYugpHBKjv30Gph7EAxSxDVe0sh5tI2oAjm7Oplhq4a70ERBv4SFy8BqUwSTsIZjqAyYX1e9T/FXNAzewkyyWl0QCqv9LauFwukFs/r7+ydYLQCPPfZYCPiXBXPhAiUXYEvTc4+H9CS2b7cWMecc1ouuQ8tZ6OhVBDJkyCJThMkR6UWnBKqBtdAGNiPcfgC+2piBZjDOenIhKOvl5MmTaTNHOdapUxITOB6sItcc5oY5nczPh8ocKM+CGgfU5sEHVymSCIfD7N27h8s31PH2K0uoLFQkEAxDMKrxu71L6XHl87U37KA8z0VFhorcu0eVgt36ZfD5D0JJuQoOp4KzDzoaFXFEguoB73LCmRPQFefdgBtWvy39uZASfEeg/fNw8o3Q/BHo+yOE0sQ4pZR0dHSwd+9eli5dSkVFUtq1wob463oarlmDKLXS+IYQstIODhMsyYKluVCWEZ/ZoiMlHP5QDjVbNDLdpUApiDKwloElG/KzVOosw5aSHf1ZMFwOFSfHdg78aXR4TsVjOfH1tDdkUN3kU+6p1QqLl0NZpXpajAbBGx4nxqST1bO+nNLdXYhgGCJ2yFoEWjYcm96KnuwSNTc3E4lEWv5V9S0JXJDkIqUMGqR+SnaNi4IkCuPSLwOt3TDiVhZJwtR/IVrFJmP6AK1EiWGDykIW2ODJTnguVEtr61ShoHMhIyODnJwckoWvkrFx2lIJwd/dK1ia0U591gilWcpKKYjr5C4tnVjSX1pawrsugxO/hDs+BpsXQbENqnPgRM8cOnwrue2NTVy3/gRSj7FwLvzwC3DHV8FqgVddS7x+ZOJeeJ0w1Kmu/dpyNXVFj6oHu9EEI4MQDoKjHDbclPpIYn5o/TA0v0uJeIf7FakM3Acnr4Hu78SDunEEAgH27NmDy+Vi06ZNqdO+BoHYVEDDJzYj3lBK4/eykRfnjxcrVWRCQx4U22h+vQHLsE71lng3tNkAWeZ4pFyAbfpL/+R6WLA7KdMlhDJxU6FlaMxF0zXonm+j8kTSfR0DAgUgFoAx7rKJmGqkJDr2b+flNVRtH4bM+ZAxV03N647CQyfTlv3rus7o6OiEFPRf/vKX0PDw8G+nPcCXARdcKjqBob6eX2s7HltL3QINYNiYRW7UiyZ19BR1EwPOcWJJfhDtiZbzJesLPBGpQ05KiuoyXr+U9LYmFMHc31fA4tAJFgQCM1N5T0J9fT27d++muLh4SkXn5rnKeg5NCuomEJVGnnCu5g15e3h0ZD1e3YYnBIuKYU5O6l4hgwFuulK9PD6Vtcy2Q4YtCykvoqWlhavWv0B9fT2lpaVjmZ25C+DS18KWv4EjX5GHBIa6lBtmscC8cjCWg/Ms+IbHz5EO3HgXZKTgACmh7RYY3QXGwknd0hkgYzBwj6pCLvpElNbWVnp6eli8ePGMhtVP0OR9t4kln48idKPaMZuR3stsDC81su4hM6yMSxUcHFQ7pgsonf6ydxZDIAuK2uNv6FKdkKqs1Av4wmMR87Pz7RS3BzFG41ZJIAYnfUob1WwCUQQUKWbVQ/FcvWC0PAtj1IbdXzReYGwWyic+OAQfexJ+dJVKEyZheHiYvLy8Cdm6+++/3xMMBh8954n8J+OCtFwAIuHw34LbHwqOSTkKwVlLPhWhoSnfDYVV5WlCsGvCZxhp1XNZpE2Ng8RkXH5h0jKagGyL4I/eeg42zb7Gxmq1MmfOHI4fPz7lM7MRbloN7mD6GN+obmeLeylX5+5Dk1FCUfjgmpkpyGVnqPlfGXE+FEIwb9481q9fz+DgIDt27GBwcDAuwgWf/ga86T1KYsE1AsN9qqAuNxs2LlSjdYxmKKyFqlVQsRSqV6tY1dk0p8a7F0b3TCWWBIQBDIU6LU1tbN/yAgaDgYsvvnhGxDK2jkSzY5Wdxg9ZkUNB0CXughin1oVZ9aQVzWBQAS5NKDXzEErQODf9ZR8zwNHLYNnzSZeFKwTri6eK5CRgNYEuiRmgZWUm8/bHizeDOpzwKmIyi4knQ2hgsIExAwx2OjYXUL3dNXXdccLkhU741NPjQew4JqegR0ZG6O/vd0kpX9bpiqlwwZKLlHJAc/b3uofHyaTZVs4C/+R+C+gZjFshaY7m+WgNrzJNDNAmbuziNGN4rQY4Fi2mfdg/a11eUFW7Pp+PoaGpZHjzOuUeDfrGVRUnoyeSz0FvLa/N2ct7lgcwD/xj0pRWq5Vly5axYsUKOjs72bFjB11dXQgR44Ofg99vgy/9CN73cVhbCxctUiN1kqFpKnOUOM/+NCGpgfsAkZpYovYgzrWn6L5xG7GMEPM7NzF37twJOjozhRCChiVLEBcX0fhhKx4R5OCrgqx+3II5FN+4LsEZViZtBkoEeZrRvSfXQ8UpyHTF30ikF2+aJmc+Nx+MGu1LMik/HcAckmq7Z3xxUfDpb7OoRTC4KIPiwykqynUJmWbVLr+9E359aPwjXR9TxkvgiSee0MPh8J+n3eDLhAuWXAAiPs+9wRf+IhMudY85j/yIB4s+HoWMxlRKebp+sk49B6uIUijGaw5igEVTPUbp4LAIHvAtoOn47OVHhRAsX76cpqamKYLcRgP87Dp43QIY9qkm2cQDSUqlMT3ghd0jFeQXlrAotIV58+a+JNKUmZmZrFq1itWrV+Pz+di+fTtHjhzBF+hnzSUxLrlayanMJHOamaYa3t8IhqQC55g1xOjCTnqv2UP/6/Zh8Fkp/+MlOF5YQOjwzCZCpoMQgoblS4huzOPFTwtWHs8lszUKrrB6jYSVHugda+G9leBMLXEAMFICrhKoPZT8ZhDm58KGac59fSERq4HOxXZqD8UrBvtCqsfImJ7IEui6yEHFLjdaqrCKEGp8rRCQZ4VfHoCT6oHV399PYWHhBGK+5557RoaHh+8/50ZfBlywMRcAl9N5p+PRn9/qvuaDjkKTupBO2iuY7+/iaKbSUfXEJTzOMUeeZyM1XGFq5f7wEuV6S6i1M01tunrgtOn5DAfPMDIyQl5e3qz232azUVNTw/Hjx1m6dGL5uMUI33k93Lwe/ngYHm6CkF/FPBw2+NhGeMP8MG3Hu8kprqC9vZ2ioqJZdV6fa98WLFjA/PnzGRoaor+/nxMnTmC325l/TT4Dxx3o/hz0yNTtRcPqWq/fkHrdsYwgwTw34XIXgSrljtrbi8nfsQizczxuoUumPf8zxejoKG6Pm8KyYjo+YGbJF1chBuNlC4UWKIn7iOvzoc8PR4Yg3zbhokm4Q6ufiO+SlKq1oMQOv9ysUtHpMLeAlssKmXPAo2ItER26Q4pYzpGnlwI6LnGw8bspCqASHJgVLzQyxectfftFuPuNdHR0sHjx4rGv9/f3c+zYMZeU8l/WrJiMC5pcpJQ9ZeXlxxb3NV3UUdpAgQlO2Cu5dmg3RzNqVCDMn75VLRmHYqVcazqFRUYYlSZKzJA5g6OPSWjLWEjeiUY2btw4q9nVoNoJdu/ezcDAQErt2nkF8OUr4EuvUkFeIRTxTBZ66urqYvfu3axevfq85vqkgxCCwsJCCgsLx5T4o84RDsuz5FQeQzPpRANmIl4rEZ+ViM+C362RWRSip7+NWCxGMBgce0UiEfS3WtCaHNicOWQ3zsEYsCCjEBkdP0aDXSVJMlf9Y/s/PDzM0aNHWb16NZmZmSrIO3Am9eA1qxHuvBxu2wXPnVU3qsMCRo0TG6HyBGQ65bh1szgPfn6pmpM7DYKRMH1r87nkq02QnwnDkfEu5nNgoCGD3LYAZl8KsyUag/yM8YFtoEq09/cSaFajWJLFuO+6666A1+v90Tk3+jLhgiYXgP6+vm/mPf6T38c++quc7hDkmy24jRkUR1z0m3Px+mf0GyIRbInM4UpTC8/pC6ic4f1pM8Iudzab8mwMDAxMKVY6F4QQrFixgt27d5ORkYHdnpE6yClUXBBSK8hVVlZitVrZtWsXK1asmNnEv1kiMfRs41VZ6CPV/OVboOuSzPww5qwgwhTElBli3lqJNVNp4JhMJnJycrBarVitVoxGI76DgubvgzEfZAR8vRAeIq65QlxKEjQTaOfu80yLjo4OOjs7Wb9+/VhG75yTHW1G+NEmOOmE35+Gv7XTtdSA32Zg8d8iyuq4tBzePR/WFJ3T8gA4ffo0dUsWodmawR8XtkpVKTkJEjh9TSEr7kwh15Ew60onNd7Gm806dh2janPd+Lqk5Fe/+pXX6/Xee84Nv0wQL/Pg+1lDCGEoKSnp2neytfQT7TZO+6EhNsyKQDtP563iyGlF8NNZrRCvV5I638jYzuPaBoLazEZjBqLgMMNfLld1GJs2bZqVa+ILwtMH4W8vulhdcoRf79mIFCbys+CtF8ObNqiZ5Amca66Qz+dj//79zJs377wGiKXDYDd4hpU4VUEZZOWqlPSuB+DYNpU+nrMCNt0AFYtg27atbN68OeW6pIS2T8LIkxAcUBaKMDImmSkl6GEwFYAhG8o/BuUfmfm+6rpOU1MT4XCYFStWTAkGSylpampCSnnO2dTOswM0NjWx0bEAo92sCvEKZl564HQ6OXbsGBdddBHimVNwyyPQFYur5k1PMD2rsxhcmMGy+ybVb0lUEK4iB8pypiyn+0Js+1ghl7zrmrFj37JlC+985zsf7unpefOMd/6fjAueXAAKCwu/+53vfOdT77zpvcY7zsKvz0o+6HyBxwvWsrfVOi256FIVbRoEVFtho7GbUkbYpk2j4J6EQBTyLPDE1dDe3s7o6Oj06u9xuLzw88fhoZ0Qiaq2l2Wl3SwuOsujJ9cSigh8QUDAZUvhk2+AyvyZpZsjkQgHDhwgKyuLBQsWnFemBZS6wMHn4fG7oOO4qpoHVY27+gq48kaoX5F62a1b05MLQKgXDq6ByLAilTFiibcjmMrAXA5EITICNV+HwuvOvc+BQIBDhw5RUFBAXV1dWuKYCcEEAgF2797NunXrph9ylgaxWIwdO3awatUqJdEhJXzoL3DvMeWCTcMtugbb/6uG9T/sxOpOSi8niCXbCvNT5/K76ox4s2Dhd28YixtdffXVw08++eTVUsq9sz6QfxIu6GxRAkNDQz/49re/7TIJySeq4KHlgmjxHBaOtiO1eO+NVNZJLF7vFNbHJ3SWWWBJJhSY4bQooxgn2XJm3aoRHQriLlR1dTVerzdlejkZZ4fg+m/D77eqXraCbMiyQaurnCF/NpuqT2CzQEGOmnW15Sjc9P0wz26dWbrZZDKxbt06LBYLO3bsmLVAOKi6lu/eDD+7Fc42Q3b+uMp/lgP2PQP/cyM8+OMZ99xNwPBfwZADGcvAVKy0dbUMsJSrYfWWcnXvCaMaQ9L1fVUFnA5SSjo7O8fIt76+flqL5FyzqWOxGPv372fJkiXnRSwAp06doqKiYlz7Rwh4Q4Pq8YjE0vd5AF2bHBQf9U4kFl2OE0t9amKRQNsKC3N2elXxHnD27FkOHTo0dCERC7xCyEVK2evxePa9+OKLANTZ4ZYV5bxO6+UdVTEcBqXNYtHi6WUjVFqgPgNWZEGFVQ3vA0AIdosFbJAzK44LRGF1YWJRwbJly1KmlxMYcMG7vqdmchU7VHlFMnadXUCebZRFhaolwaBBeW6Yty/dwz276uj1zSzdnCiOW7lyJU1NTZw4cWJamQgpobsDTh6FU42KWE7sAUehUvVPvo41AzgKlGv02B3w6B0z2qUx6FHo+60iDYMNrNVKtNu+UFkr2qTaIoNNTQxwp5E1SrQGOJ1OLrroohkX26UjGCklhw4doqKiYkKNyGzgdDoZGRmhtrZ26ofF2VCbH2+/j00pZoqZBK1X5DHvyXjJs2RcqKfCoSyWNOlPZ6kBu0fH5os/RYEf/vCHo06n8+vndSD/RLwiyAWgt7f3K7fffvuY3qXBYKCirJRrbF0UWWBBBjRkqtf8DCi1qurbVL9RpyjCToiCGWjzGjVYmhR0tNvtaatvpYSP/QJGvJCXplIcBE+dWcWCgi7q87uxGMK8ccEeDvbW0eos4SM/VxM7Z4qsrCwuuugiTCYTL7zwAv39/ROe0t5ReOJP8L6r4EPXwOfeDZ+6FrY8DC4X+Lzps20GI2TnwSP/C0OzqPcMnIGYV5HGTCEA56Qe3lgsRktLC3v27KG2tpZly5ZNO8gt5XonEYyu6xw+fJjMzExqampmta7k/Tp69CjLly9PETA2qYMpyIClZSogq8fT0+EYRHRaL8+lcrsTkzseQI7qUJgBDSVQlj1trObMKgu1h0Kq18hqJBAI8Ic//MEXCoUeOK+D+SfiFUMuUsp9R48eHUhWiZs7dy6mkTbsWoxwbJqFU2CnWMhGOX1xXCimKnU3TEoQpau+PXAGTp2dMMkzJaK6kb+eWsvy4hbe1vAC+7rraHOVkGVTY2we2T27Y0lYMWvWrKG7u5udO3cyMjLCyaOKVH7+dfC4wJEH2Q6QHkUco25oPQkdzVObFxMwmtRn22ZR86n7mPWVJYwQdar/J1yg7du3E4vF2LRp06xG0E5Zd5xgQMWKzGYz8+fPP+/1TXGHkjEnKQBrNkClA1ZWKGukykG4LIOzm3Kp2eeH8hyoK4AV5VCTr4hpGoyUGNA1yOsIq4pdm4n77rsvEolE7pZSzlCo9+XDK4ZcAIaHh//79ttvHzM3TCYTVZUVfKCwDdcsT22/yCWKgQqZXnvFHYK3z1Xd0slIuEeNjY2EQuPjG+99nrRl75OhCYkQEl0KjNo4M2ZY4Z5nVQZstrDb7axcuZIlS5Zw6EAzf39iLxk5HvIKwJ6h9isWgkhA3cxGk6ps9jih/XT6VoSMLHjuTzPfDy1ZeXKGkDEwZKvZQNu3b8fj8XDRRRdRX1//khUO6rqOpmkTXVpdQkcY/u6FP7nhATc854WzqQWehoaGcDqd4+5QVAdXRL3COlQ71PvJXcyaUHGUkmya31ZG7YkYhpoCRS4O28Q6ljSQwImNVha9GFSjI5YVE41G+eY3v+keHh7+4fmflX8eLvg6l2REIpE/P/bYY//zxS9+MSdh0tbW1tLeuZ18YzX+qCltV3wq7BCLeb3cywNsIiomLuiPqg79m9I84Ox2O4sWLWL//v1s2LCBIY/GlqMqQHsuJFyhvd3zOevJ5w3z92LQdE4OVWIzw/AovHgcLp1ZQmsKrNZs7rp9HVn5w6y78jiaMUbLkVp6W4uJRdSFPEaAQpHMqAcGe6E4xYx1kwWcA8qCmUlNka0WNItq+p1Jxl+3RPCu78S9vovCgVzWrFlz3kHWVEjEWGw2G5dccgnHjh2jcd9RlhyuQNzrgdE4ESQ4JzFEIN8A73XAdVmQZcDn89HY2MiGouWI73XCbg80J1VxSlSwz5gNPU6onHgxOIsMOEsMiiBmicFqI1avTvawrmIzV9Ry1113hX0+3/1STvOE/BfiFWW5SCn1oaGhj3/60592Jt4zGAzUz6vlc2XNeCPTTrucAo+w0yiquWiSexTTwRuB21dPX5xZXFxMcXExjY2NHGlTD6hz1dskiCXhCkV0E4+eWsf8/G7Wlp8C1ATGXbNvxh7D3q3KDfK78nnxsfUcen4ZhRVDvOod21i2+QR5FR4mmBZCWTBDfemtl4RFJiWEvExrmWgWKH4nRKeJHUlNJ1A5yNCVB+m77kWERXLxqy5i2bJlLymxRCIR9uzZQ2ZmJgsXLkQTgobOasQjozS2HEfGdMgzqFdR/JVnUMTi1+E7Q/CaTiLb3Ox/YS/LH8zC+vbT8Nte6AyCw6im7BWYIN8IIxFw5cHZEBz2glP1wcUMcPRyK8ueC6iRSrOABE6ut7Bwd1DFbSxGAheVcPvtt7sGBwf/6yU7WS8xXlHkAqDr+t937drVcfTo0bH3KisryQwO8N6aAMPB2RFMI3PIY5QyqWLFMR2Gg/DuOrgi/fypMcydO5doNIp3pO2c251MLAlEdSOPnVqHxRDh6rr92ExRhtOPXDon/vybiY2cXlcmR7Yt4fk/XsKoK4t1bzrF2766lYvf0UjFwkE0g47QlA70qGvq+oI+NQblzx+C7zbAj9dD33H46SbY+QsYTTHPvuhtSrsleXRUzBLGN/8sg6/dT+8N2/DP6yHjaDX5P7mUBavnYcn4x5oYJ2N0dJQXX3yRqqoq6uvrFXN+bRDxuUEani9F2DQar+qbKPqdDLsGhUZkWOfgln3M/V8juS/GFIkUmlWKMrkSVxOq67OyQGnxhsLQHIDmAKfWWCg/HSHLqSspBk9Uzbj2RNXf06B7voncvhh2jwRXEN61hB/84qcBv9//Uyml66U7Yy8tXhFFdJMhhFh78cUXP7F9+/axPE5PTw8DA4M8LZdxX7MSDZvptZol/Vwj93JPbBOuqJGb6uGzy2YWOwGVPXjsqZ38ZudCvHrq1GY6YpmMhQWdLCpopye2mm+8b/ZP8FAQrl0F+Wm0VACGT0HUH6OiYZiaFX2U1g8THDXT3+rAO+TAgoOAO97V6QP9OOTlQlYe2ByqIK7whq303L2Z8Kj62oq3w2WfV4FiUPGNvgMemn/tIlzgJlrpRgDW9mLsrSUYB7ORfkHMC0XvgOovzfx8zwQDAwMcP36cFStWjKu0fWsQ7nMrq8QgkEiaLu1BAku2lU0alhaHDicWdCHDMRb9qQAqo1A2g6eXdxROHAKDAWelmWPvcnDRD4YQgdiEFoixfwEyDFBkgTzTWJpT12D72zPZ8Bcflr4g5Ntw/vZKFq5c2tvf318rpZy9j/Uy4RVJLgClpaXPP/DAA5ddfPHFgPKrd+zYwfLlK9jnyeRLe8ETgWyzyvhMh2AMFkTbqTCO8qq1S9icIu5wLjy1N0D76d08eWYtntBEUaGZEksCVka4ae0RXn3J0hkNWUvGyBC8+3I1eygdQm5FMMI0fkPbsoPkV7ipXOiicqEbW7YfGYPIgIWQ00qG1YIMWJERA1LXyN5wAs/uBQghEeYIuiGIY16QwsUhIlE1uzknJ5uMmIPgXx0EH89GhI1K60KogLK5BMo+AgXXzo5YZBSiu0BvBzkC2EDLBeNFIEolLS0t9Pf3s3r1aiyWeNBnpx9u7oU8bYK1cS6C6c4a4OwyN2t/VozQBUQFLI5Axgzum85WYr0d7Li9glU/HCSzL6oIJJW/IImLjavzQ6kVyqy0LjMTsQnmb/OBLwL3vpFP3/ud0TvvvPOzHo9nlhVILy9eseQihJi/dOnSHYcPHy5I1BoMDQ3R1tbGmjVrcIbgD83wu2YVnI3oKuuT0O2J6CrVbNKUlXPjPEmDexeLFtRPKKyKxlR6+VQ3HOtQ86kMmppRtagKFlZCaR50DsDNP3RyXcNRHj25nkBUXdSzJRaAIQ9856YAWeED5OfnM3/+fLSZRFJRD8y3bYC8aerMpAR3B/gGVPNg4saORVRdS/VcIASiUWLMCFGxPEhWaQhDRhBhjIEmyVx5Bu/BeaAL9JCJqMeK65SVjKgVR8iI0ARSQmYFLHgPlK2FwBFV6q/ZwL4AslbNjlT0QQg/AuHfgnSjArCJJ78GoZwAze85Ska1jSWvasCQyMKEJby6HfwSMqeex3QEM5Tp4thlvWz8ThmmUHy5KGruWkNkerkIXwTOuDh+zTBmt495f/MqfQWzGBdtTnugQFQnmmPkhf8uYdN9bkzOMHzvCnqW2lm5cmVHf3//PCnlNDXN/3q8YskFoKSk5E+//OUv33LttdeO/Vq7d++mrq5u7IkfjsH+QTjuhH2DSqJDALkWWFMIi3JVBa7ZAH6/n71797Jp0ybcfiMP7YR7n1OC7bH4rB+Dpm7OSEzJa+g6rJgL73u1SiF73ANcWXeSR06uB5g1sYQiitBe+A6Yjeop3N3dzbJly2bUCS0lvGuzmjFtnaaITUrwdIGvf3waRywKJZWQnQOyA2wuKFugKnUno/CGrQzevxkAX496yXgiY+kKMJvVeqN+9dKMMP9GWPrJ8R6m2SD8OAS/rLqsRSaIpGOTSPoWdtG1ooXaJxaT11KEYQnYf65mpPF3L3ymX7lD6c4HkqaLepAxnSUPlOAs9nP0Lb2s/0YpVld8h5XQi7I85kShRE9thTiDcMaNs1bn2DtiXPS1EURoKL4Cg4rlzEBE6sQbs7E4I9SejMIvr4LLarjxxhtdDzzwwPtDodDDMz13/yq8oslFCFE+d+7cw6dOnSpINO/5fD727dvHxRdffF4NfR0dHRw5NcTtT64kEBJk2sCWRgoTVIzQ7VOEUJYHHYOwsbaPdeVq4tje7vkzJhaAQTd88Cr45BvH3xsdHeXw4cMUFhZSX19/Tivmz7+Bu38IeTOobI8GlAXjG1SWS1k1FJVBbgfkFII5TdgnQS6eVggOjXc9R8JQUQnFpRO/r0chNAJlm+HiH8+OYEK/h+A3QGSDmJS9C2UEOHX5Ucx+C/NeWIwxbFLKlMOglUPG70H7VDccC0JOmuthRIfeKNKv0/SuAYJZEXylEdZ9sxTbUCJwJ0BI9ZKAQarR1CUxKI6Ni2o7g9DsIpwt2HlbhNW/MJHZr0HUC8EudZINmgoIpjPbpMRVJmi6qZCLfuBF5FXCHas4XTLCJZdccqK/v3+xfAXcuK+4bFEypJTdo6OjD955551jJXQZGRlUV1efc/JhKoQi8MOnq9l50sTGqjMU5qQmFilVVimmq7hbbqZqTux1Qs8I7GvPw2KMYDbE6BmduXpdIKwEvN+6aeL7iRJ/g8HAjh07GB4eTr2COF71RjURIDKDwkKjDXKqwVIFV31UNfR+9MuQkZmeWBLwdili0UzjXc+aAfpTjJfSjGAtgJ6tsO+r596vBMLPxonFMZFYdKHT3dDOkWt3U36khgXPLccYVkQghJpRrfeA/0MSeSSY0h0iJOFEGM6EISAROpRvyWRoSYCsdjPWoXhnc8JikagIqxTxIKyEswZoMsGoUPqkLW50E+z/WJQFjxgVsQAYMyFjPtiqQFrUyM9IFMLhpJd6T5dRjnyojGVbshELF0C2DT51jE/c/DFXf3//R14JxAKvcMsFQAiRXVxcfOLgwYNlZWUqEiulZNeuXcyfP3/GAdFIFD7+C9hxHIocOtct2M2hvrm0u1Ttv8enitu8fkUCY9sH7BbIskN+DmiEedOiPexor6MgG9aWn+bRU+sIRqevJgtGYNQPP74ZXrU8/fdGR0fHmhQXLVpEdnZ2yu89+ju445tqsPy0UxVRNTH2TPjxA1BUCgf/AM/+D2ROU3Ff8LatHP/MZmWxJD2ApVSD1lauSf1glrqyYK56EHKn0bwG5QKNXgrEUPPmUe7L4NxeOtaeJq+jiOr9dWOkMmV5CXSHyQx3odVOslpGdTilAs8YgYBkeJ6fxg8MsOY7pbS+zoUUkiV3FaoYTKrbxCDBFP9AACYnxEZpvEnH4hbUP57GPAvrUGkEewSCAaV9IYQa2G2zc+JVYIpozDs4zu5/bntWfn70ri0tw52vmv6sXTh4RVsuAFJKz8jIyHtuuOGGkQRRJsSxGxsb03YvT8b3/6KIpTAHQOPJM6vZWHkCER3l8Bk41QWDLjU0z2RQFobZqMS2g2Hoc0J7T5i3LN7DC211PHeihB0tJezsXMC1C3aTaQ6k2X/lVnkD8M2bpicWUFbM2rVrqa+vp7GxkQMHDuD3Tx2s94Z3wrs/CW4XuJ0TB5AlEAnD8IAq7//W3YpYQLkw5xpfLqOATEMg0ywnNPWF5hlISEe3g/SOE4uzYpCDb92Bs3qQpY+uZ+7ORWmJBeIWjFUinZP2yRsnFsEYsQws9tL0vgHWfauMjAEzDXcVIKSg8f2D8UZQMekFxIwQ0iAsIAB4HHRcYiaUJal7fBqXXAABATk5UFwC5RVQVg6FRbhqrQxXRpl7aDyoNBh28jnXrz2tI11vPfdZu3DwiicXgHA4/MzJkyf/fvfdd4/ZFHa7fcbu0aEW+P0W1cmcuFk8ATO/fGElb1hwAIsxjClOJgZt4g0lhHJBHPYwn7tiD48dreP54yXYzIp0Dp4t4tFjDVxTv5uSzJGx5aIxFV8ZHlWZp7s/Bdesm/kx5+XlsXHjRioqKti/fz9Hjx7F5xvXqBEC3n4zfP1XsHA5OEdgsB+G+qG/Bwb7IOCHN94IP/0zVM8bX7cle/qYiNRBj6g4y5TP5NRzNBnmXGh7FMLn6P4O3QUYJM7yIY68cRfdS9tZ+MwK5j+/DIt/pjqlygKSiWK+GNAcnx5hABnRab1yhNNvHmH9N8qxjcRdK8Q4wXxgKH2hnUyQiGR4YZDOS2Ks+FkRQp+GXDShqn8nIWaQHLncy7LnMhFy/AR+qPMHocGg631SypEpC13A+LcgF4CBgYGbv/jFLw51d4/rkc6ZM4fR0dFpYxRSwpfuVRapMX49BELQ1Aan+rJ5tHE+H7/kAJpI/yi3m8PcunkPjx+ro7G3BJMR/EFwjsK7L4PXrMvnwaZ1bKxoojKzk54e6G6FsghcVgAX5UHnaWg6oeaVzxRCCIqLi7n44ospKCjg8OHD7NmzZ2zoGcDKjfDte+Abv4JVq0D4QBsFSxCywrDrD/DnH0BL43ifXtXa+LlJc8ixeNlWisGXxKKq+3o6JIjLeSr9dyJnY5w1dnLwQy/Qu7iD2p0LaXhiDXbXDJq3kiAtRoSUyIH4wXVG1PRDI+hCcuS9fbhrQmz4ejkWT3zHxjwdjYa7ChESGj8wmEQwyUQjQGr4C6IcvXmI1d8rwuCzg7cAommsKkFKIanTa/2UnzaT5Rxn7QeHtsqjgZYXR4PeCz47NBmv+JhLMsxm8xXr169/YNu2bbmJ2pfk9HKq7tr9zfC+H41bLcEwHG9XWaAE2bx+8WmyrSH+cGBqJ2EysRzunpgVCkVUPKb51yow/OfHo/SdPUTfkI1ndiwmEhEYDOMNgZoGNiu8883w9muh8Dx0jFwuF21tbbjdbsrLy7FpVfzhWxaO7QYkZGSrRsQEYtHxkv+yGrjxS7BoHTz4IejYDfYURBEZhaJ3bqX5a5snvC+lCh8sWAQZaYYTjp0bJ2z6IZRfNvF9j8dDe3s7Q2eHyf97KeXNc2ZupaSBbX87WHSM9QKOhsEIoewo+z/cTcmuTGqfcowXz0mUdTNWzRZPU79/EClgyZ2F8XcFCANIiFp0dn61nYa788k7ZVWfaXF33O4E46TIekwqjd2l40TpLIpw7BIfFz2UM2a1DIadrDv2YXebu7v2lWa1wL+R5QIQDoefPXXq1JN33XXXBPdozpw5ad2jP25jQlPemW6VBTImWbV/O1ZHpiXM1YuaJyw7HbGAcqO8Qbjxdrj2PfCtHxv50+OrMWgm3vuW3VSVRyjIg6ICKMiDPIfaj1/eC699Bzz61OwlJh0OBytWrOCiiy7CNWDkmSf3krd4B0uubKasfnQCsYAq13cUQE6+Eun+zgfghUdg7fuUlm5K6ck0Lk80CjYbzKTvUAiVZdJ1neHhYY4dO8bWrVs5efKkssZyNzNn24J/mFgAInlZiLCEwRhIibs6yK7PdFH35zzmPpmbglgm7SsijQUDMbPOvs+dpeZJB3mnrUmZJU2lrQMOlWFKhi4nFNLFDJKjl/tY/mzWBHfo5s7vh4aCrve+EokF/s0sFwAhRFZxcfGJ/fv3l1dUqM5DKSV79+6loqJigmK+lLDpc+r/ZiP0DkPXYHz21KQbSBM6H9m0n9MD+Txzau45iSUBfwBiPVBjhYok0am5VT2sXXqaZ3cuZ3DEMWW5QBBGvfCGq+D226afKJkK3S3w1bcr1yanJEjBnH4KavuwZgdwdhUw1FbMaH8usUlDzyIh8Lrh4z8EfxPsuRMy8ifGYGJhKHjLVpq/unmMaKIRlYZeuAgs5+ADaQsSyRmm8uY+gnjIzc2lpKRkwvTA6FHw36RS0P8whiPYOzvRRJiu9aO0Xelk1c/KyGw3jj9eJWpIvYQJQduxDyUSPW7BSJbcWYI0CfZ99izF+zOY8/dcEOHxryPAEFYkYwgrCyaxyrAOVVYoMSORHHq1l9x+IzVHx4O4DwxtkV/s+fXzZ4Y7rngJzsC/BP925AJgMBgu37hx44Pbt2/PS7hHkUiEnTt3Tqh0HXLDZV+E/Cz1MDnUrGJt6WrUDJrOxy/Zx4m+fNZU9Z6TWCIh8PtBC0G2G5bNnfh5bs4oV2w8TFdvIXuP1qNPesLpOgyNwDVXwje/PPNS+WgUPvsacA8rse1kaIYYuZVD5M/pJ6vIhTDo+Eey8Aw4GO134B3Mwe8xEg7CNx6DUw/BnrvUObE6FIEA5F27lZNf3owUysIxmaBugbJcJsAehGIXFLmgyA3ZfqTHgsGVx8W3FuNwOFIKbeu9MHoliLzUsZ3ZQB8CUXaWE2tPYvEaWfzHIkxuTdW5CBQB6MmEkuqeUH0GkhhN7x9E1ySh3Bj5x+3M/Vtu/PNQ0ioEGCKMWTE2F5jiw9aiEhZmQKaBlhUBvLkxlj6fMWZBDYSdrD/2EVeb+2ytlNL5jx39vw7/luQCUFxcfN+XvvSlt9xyyy1jz1Gfz8fevXvZsGEDVquVxnZ49w/AkaHSzO19UwW1JyPbGuCb12xhV1sFv9u/NO33YjHwuQANNB0svbCgWk0BSIYQOisXtzCvupfndy1jcCRnwucJgvn6bXDd62Z27Ae3wE9ugZwZxGyEppORN0pWkYusIjeZhW40Y4xoRJCTa6ZmoZWwy0rvfgt9h82ga+hRQcFVTXT+djFGqyS3QCerOISWFYKMoHpZ45HpgBn6HTAQf3lsBIcEa78GtddNv2++d0Hs2D9mvehS0ld5lp7rmln8XQdFjXYV7/BL1Sck40VxM5LO0wEDMUMGW35yFLNH4+IvVI/HYAgzJtYi43EXTVf/FzHIHJ4QbxmoDtO8OsCGv2Sj6SK+vzrXNH8htGVw//X+cPCx8z/yfz3+bclFCGErLCw88OCDDy649NJLxx6Ng4ODnDp1ig0bNnC03cD7fqzI5VibKo4zTpNBTLhCT52Yy8VzO2nqLeLZU1PV36UEvzvejxSv67D2qFEiNaVT1wuQl+PhVRuPpLRigkFVvPnEH6B4BlKyX78RWpumWi2zQSQi0Ywh/uuBILoeJBQKMToSxt0jiYYkHq0N/7YaDBGB0aKB34L0WYgNWwkPWIl5TMiYcjMMJjBalWB3LKT+/4ZnwXSO2EzkOfDfev5TGUP2IKcuPYIpZmH5q+dhevcQnI0hIwJCMh7fiCHOSSySRHdkzGhn/2dayTuRRbAgjBTheJBXAJE05IIiMfuQyuHX2vDO09h/tYcNf8nBEhj/rf+z+67o74ef+W3rcNcHzu+oLxz825ILqN6jkpKS/bt27SqZM2fO2Putra243W7Mect51/cFOXbYf0oRSzrXY3KMxaCpGEzLUC5PHq+b8N1oBPye+Lo09dCy9av1T3aNJu6vzqqGM8yt6mPL7iUMDI93DA4MwwffCZ/60PTH3NMGX7hGBWj/UXfCNQQ3fwMuumbqZ1u3bmV5+WaeeYeKwUSCqglSjwDR8SI7GPcUhEHFbupvhGW3Qt7C6bcvIzC6Wa1PzCBIPLZcciPjXxdRVluIdjKG3BZTfm9QB10iEQh0BGEMeBEEUsSqE8RiJGa2su+zLRQdzKH2yRIk0PT+jjjBFCHSkQuooK7RDY4QkeU2XnyzhxXPZJIzNG4qPzC8Rf/82TsOtzvPrpVSnoeK8oWFf6ts0WRIKbv7+vquveqqq4a9Xu/Y+zU1NQghEIFWIlFV1wIzJxaAmK7xixdWU5Xr5q3Lj014+oUD4+tLuN6aplLTaWUkASk19jfW88yO5WxccZLXXrqfnCy13zlZ8IeHIUkPPCXajzFhwmE6RMIw0gtnT8KZA3B6LzTvg7Yj0NcC3rinf3Jf+nU46mDJJ8HZBu520INACEUGIr4fBiDueehxD6HzKXj6rbDrC0pbJh2ECay3g/TBTLTtJZLh6gEOvO0FRgtdrPrGRkpeKEQ8C3qfhhR6/GZPnJxYPExrIUIBEcqJYYtng/T4SwA2Qllmdn+5mdI9udQ+qa4BATTcVY2QZho/MIBkUmHQZD1LaUHOtXLgtaPU77VNIJZDo6f5XOcvBtqdZy/7dyAW+De3XBLIycl53/r167//5JNPOhIdxbqus2vXLu7cUce+9iI6+lO7ROfKCgkk1y07SWWuhzteXEkgbGJ0JH5zCfXAsrrB7Ff9S8vmqczUTFBRMsj65Sfp7c7mqcfn09dupW4OZGVBYTGsWAPLV8O6i1RAFeC5P8I9X4O84tTrjEZgsEORh5SK9ERSRa3Ux8eM6BKWXQLfemIq8W7dupXirs3s/7ayRvxdEEmEHieTtFCD0AymuB0QBWshWDJVM+Pld0N2TfrzELofgl9P3RWdgKfYScvGE1h8Fmqen0/mbjsC0BqSljkYAl+cWKRU3DFmmSQSzBoaQYy4ERgAI56qAAc/1cLC31dSfMAxZdvKgmlDiiBL7sqPu1vxbFEinKMLyIJjtwxijAjm7xk3xfrDI2w6/nHvGVfnCinlmfRn4pWFf2vLJQG32/2bQ4cO3f/lL395rD5e0zRWr17NVfXHyTSlFqydSbpZInj4yEJ2tVXwuSt2UmBXmxBJvW6GxFNXzLxuJRKAfc8W8s3PbeLQjkJuunE3r3vDCSKxCJEwtLfA/XfDF2+Bay6Fe38Vt2pEegvM54L2o4pYDEYwmhUxCI2x7KswKBIwmAAJp/fAzz4IXtfEdYXcsP9bYM5RpKIHwZgFxgwwWOJkYlFxFlOm+j9xItNMEByEaBBCLnj2RqUHkw6WG8D2AyCoMj8yqU3LlztK4+v20rbuFPO2LWbhb1aStcOOMIFh+SQyMmrjxkjy+AM0wBAnE4GOnQjFSMz0rnNy8JMtrPrBvJTEklhDw101CGmg8f3DiqYSVkvCmLELOi/x4c+OUb9nPKof0sNc1/zlYI9/8M3/TsQC/0csFwAhhKGwsHD7z372s7XXX3/9mO1wrMXDthcP8J2/r8WdJE850zqWZFTnuXjfukP8ZlsDx7oLx9zujCFFNJEorKybPmgsJbi7YbBZWREGc7zgTNNZvb6LK17TSk9HKScb5xCMF5iFgkqBrqwC3vQGeOqXKuaSjNER6DsTj3vMUOYmEoGCAlW9XDQHPnUfZDrA1wtPP7KVyL2biXrB28oEycwZQar4TN4i1U6QvwyuuHd6d04fhsijELoHRq1uuta3EMz1U/P3hTi68hFhidkpEQUgJv9kEtgfhYAeNysZl5VMtS2g9S0tuBYNsvoH8zB7z2VuCiSBuAUjWHJnDkKLZ4asGj0rfbRe5WH9s5kYo/HKXyl5T9u3Ils8B7/W6ey54Max/qP4P0MuAEKInKKiosNPP/30nOXLl4+9f8vPXNTaD/OTretwBmznRSwJ2LUgH7tkP7tayniiqQbbiMAUGo+1rKxLv6yU0H8CPD3q6T6ZBCIRKCmKcfmrz7JgaTuukSyOH65leMABKOmEcAgcAaitGq/XCfmh85ha32yCvJEw1M6DvDzwDMG81fCJ38D2T8Nw3VZi92/GeUR9V8xelwsZVRZO/hJlyaz7+vTpaV3X6evro621DYPHSJWnltyhAoRNILIk4jcS2QciN8XCTglnYqqvKCpVYFeXTA6TAMTMMRo/0YTFaWHhPXMwJ2tgp71dVDZJMkjT+4eQxhhL7s9HaIK+ZX6aX+dm/S8KMFWPB81+1P/n2E/7H3qqdaTrmleKRsts8H+KXACEEPUVFRU79u7dW1haqvLCZ4fgmi+NcNO6o9zx4krev/7IeRELQDQMYX+MD7/qCHpE4w8PLUWPaURikJMB9dOMKxk4Ba4u5UKksgIiESguhKoKAElJ+TALl7eSkRmk+XglracqGHWb6DgNC/KhukIRVmcThINxV2eG0HVAwrIViqSkBM8gvOUz0PUDyPj4Vnw/3oyvY+pg+RlDqvaCvAWABtZceP1TU4/d5/PR2dlJX18fhYWF1NTUkDGpeSl6l07sB0C6qQedOvTpSmLBl3TN6xOtl0BBgMOfOUrFM+VUPFeBQGDEgyZSxFgTyyUIWxeAG2kL0PTeYaSA4sM2Tr3JxfpvlWDOjUKZ8pGfGtkrP9z5/ZYOV3eDlPIcYfpXJv7PkQuAxWK5tKqq6qGdO3fmFxYqJev3fBdOtvdx62X7uXfvUna2VZ3XuvWYml6oIbm2tpWNS7v57aPLaDmbQ20Z5KfWdsI3DN2Hx92gVIhEoKZa9SElw2oPUrewi9r53bhGMjl+qIQ9zxVz8QITQY9yhwwm0vYEpdxWGErLlNRIAuEg2IZgrhmyP7mVods2o0fPz2pJQI+ArQCy5igRqSvug4JlilD6+vro6+sD1Hzu0tLSlNKlMiSJXCKRBhDpNLmOxSAolRxlhHH3CCAmkUh6Lu2l7dp2Ft+xkNyTyvyRCDQimIR34vqSiSVey4QuwOgDoxtpFuz7xADDdSEu+3IZ1hETzPdDdozt7sO8u/UbfR3unqUX6rTElwL/J8kFwGazXVldXX3/zp078/Ly8mjvCfPwE3vY11HMupoefrJtHU7/NArXaRCJQmBU3YSmGJQVenjPG4/QdKaQzrP1pIqh61Fo26liLNPpqESisLh+usZASV6hm6rafvIK+iFqYOBICS17SvA5z9GmnIRYDJDQsATMk25WUxOUZUPB57Yy8OnNs4+1TN7jmHIBC5ZKQhYn5e/vI1o4gNVqpbi4mJKSEmxTegomQn9aEvmsRExXbHcgOh67hQkEE3IEabr5OGaPiQV3z8fkHzfxVG+0hgkXIiG7kegd0uQ4sUjUiSjSQQzTX+3h5Fvc5HSZ0MIaS36fh1juY9doEze0fG2ww92zTErZe35n7ZWB/7PkAmC326+pra29Z8uWLXknT55k26k6fvlsCYU5I7xn3VF+um0tw/6ZVW8lJgJYjGAbUe6N2RJvtNV13vGaM6xY2MdzO5cx5JxY4u/ugf6TKnuTDrGYEqVa3jCzYwv6YeBsgItX9FO3pg9bTpDek4UMtjoYancwOhgfepZiO3oM6uerKQCTYT+gJD0rvrKVwc8qcjkvGHSMFR6M1S6MtU5sDU5inbnkWou55LNFsxo+H/mkjr5V9SGlxb6ocomSDllGJT1remh7Qxvz76uj8GC6eSwCAz4MhBN/KlJJpJlVjZ2aU5Ot0/uafpqX9rH+mwWY/BpN73Qhs2OEn+/gLWf+a7jD3bNCStk14wN8heL/NLkAZGZmvrWmpubehx56yJpfXM/VtylNF5PZybvXHubHW9cw7MtM+3TWpVKVEwKKs6A8B4JeOLYDTGaI6mA1QUMN5Od6uGLDETp6Ctl3tB5dakipdFMiofFphakQjkBVOZTMoPw/gc4WMPSr6aO2jCilC4YpmOOioNpNVpGPoNfMcLsim8G2HJy9GSAFtfMgN1VQFMg6pB7Yc7+1laGZkosphrFsFOMcF6Y5LoxVHtB0ot3ZRNsdhE85yCvIJewWFK6Ay+6c+TEChDfryFD6GhhgiuUSyglx7N3HMHlNLPjtfExuU0oBJ1CukYEwRvzq4JP7GwVgESorFBV0XzZA22t6WffXGkyDEk77kTLKn6/fyece+/Zo+/DZZVLKttkd4SsT/+fJBSA7O/v66urqX2zbti3vSEcen/ixejrnZri5evFB7tmzhJP9qgswcboSZGMQUJQFhZnKakl858xBVQFrMMOiOUo0Si2ns7rhDLVVyorp68uhdcf0sZZYTGV6li5U1stM0d8FwQFYnAsjw/GiOUO8cE6AJTNEfrWb/CoXhTUucooCmC0STQgifgsRn5Wwz0LEbyXqs6DHNKytGtInqPjIETy/Woaw6KBJhCWG5gii5QTRHEEMjiAiI968GNGI9mYR7cgh0u4g2pUN4XHVNz0KxWtUzUvJBrj0f2d+jNIviayRyGnG1wJjMRdpkPSu76X16lbmPzifwsbCsf0gIiEgx/9ObAOBRgyTlqTLqaEGnJlUWlsiOfPqXgbXjLDmmWpMEYNanzPG3itP8La7PzLS7u5eK6VsmfnRvbLx/8kljszMzDdWVlb+Zvv27XnbjhXy3/dApg0KsgJcvXg/R7or2dU2h1j8wWUygM2khqmluqhHXHBmF1QVQUmK7uR8h4fN6xoZHrLz4F0LGPWmjitIXVlG8+dBdtbsjsnVr+Q0r1+vbuDhYTX2IxzPTUiUTkxhARQUgTXx5Bc6JnsIU0YIU0ZQvewhhKZjHpUYApLcyzvxb61S9fwxDRk2oLssxNxWdJd6Sd+5o8gyBgYr5C+GQD8s/ggs/cTMj1EOS8KbVW3LtOjUcWYPc/rtp8nozWD+gxNjK2MISxX4TXaf4n+abe54AFdM+Dxm0jn83hZMXiMNu0vRsvUxYnnh2mb5ljvfc3ZgYOBiKWXHzI/slY//Ty5JsFqtr6mqqvrd9u3b85vOlvCFXysXqcgR49ULDhOKmth+pgFdpi8Wiekw4oFCB3z4SvjW95VgdVZK6VdJkbWfjWtO0dJcwDNP1uH3jQde9DixVJZBaZpy/ungHYGO0/CGFeOWE8Qr3/VxC2Y2MPZDRhvM+/FWBv9j81jV7flCD4O9FLIqVbbooh9CxeXnXi46DMFTED4hsX5FIrNVIZ/BFnePko5rNN/D6TUnER6o/0s9mb3n0OFNJph4VbUQEnPm1ErugCPM/o+epvLFQuY8WwLL/Wr4eFDy3NVN8h2/vbljYGBgk5Sye+qG/r3x/8llEsxm82VlZWUPPPHEEwWFZYv46j2w9QggJVcsPkNtwSBPHltNMDpOAlIqEvIG1M361s3wH9dDhg0ONcJHPqfmHeXnqodeMpxdMHRasn5zF5e9uoVD+8rZ+lwtAb8RKVVNS/E0c5+nQzgAzUfg9csh8x9XiwQg6ISKTqj+5lY839w8NhTtvBB3ifIbVJYs6ofrtqt2gVSIusD9Nxi6ByL9KgUuw5LKVqmUJBMkJ8CYD9E6Py2XnyKYGaT+xQU4noybfjMhwyjx7um4W2SMYrL7JnzFWTPK4fe2suR3NRQcy4GsCOT5odDIHy7fGvnUzz7XMTg4uElKmWJM3L8//j+5pIAQYnFRUdFTd955Z+k111xjaO2BP22Bx16Esux+rlh4gocPrmTQm40QKkVc6IDrL4PrNkHJpJTo8Ah89fuwZYf625Ez3gLg7o5niixgMMbYeEk7GzZ1snN7DUNnq7Cea2j5NJASTuyFqxens5xmsa4YSD94+2FeEZS8Zyvun28m1jlx4uJsoEfAnAm5CyEwCHVvh9VfTrHtqCKUgZ/Fq3rt6pWwugqP6RgCIONhnIg9RMfrm/HUO6l5cj6lgUI0s4BuXb1mWvQngbBEBgUGUwCjMajqZISg66JBWq/oY83P5mHvs6oal7oA+gfsfK7lW957/3jfgcHBwWuklFPNnf8j+D9DLkKIDcA64LiU8u8z+H5+YWHh07fccsvCL33pS3YhBFIqacwTraO4+g5gzppPQWEp88rBcY54iJRw7CT8/iF48vnxwHDQDe7T8Y5hCZmZUF0RYeNlLVTP7eXM8SpOH6siMs3wr3SIRqG3DS7KgZxZZJnG9lkH3Q2xXtC9gFDTAgrKoebjWzn+pc1kRcEaVVXFphQtC2mhq5R3wRLGRpi8/gmwTiLmUAd03apcIIMjdTVwVpdOVi94K3x0X9GGu36YiqfmUrS7HCICIcA8B4x5wNGoskpmo0kcERjLAmixCNIb4/gb2vEVhVj5q7kYhUn5l5sMeH4B1739za6mpqbfDgwMfFrK8eEsQog8YBVwSEo5NNNNCyFeCywEtkkpD8xir//leEWRixAiB/gj6tLwAu+Z9PfbiPecxV8An5BSNgoh/gP4IfBJKeUPZ7g9U1FR0Z0bNmx44/3335+TXMwVDoc5cOAAubm5MxoOn4xYDDq6oK0ThobgG/8BBYVgt03U7zWZI9Qt6qRuURf9PXkcP1yLZxZze0Y9UF0NOa1gzZi+jmYydA9EWpVgEwIwKGLJcEBZHRRcv5Vjn92MJiA7ACKu1WI0KYHuaWM5unKHsmvBkhMfM/IjqHz1xK8FT0PbTaD7wJCXep0SSah4EG99K1FrjPJna8g/XDxBRR9dWTzmCjBlSTgRU1fMDH4yGVcTNC0PEsoIcfjVJ3H0ZzN/9xylPueRYIGWnw3wmrddPTwwMHCr2+2+L3kdQohS4GHgb8DbgcvjW/+zlPLi+HfKgT1AojP6rVLKQSHEZ1HX7UeklD899x5fOHilkctHgWYp5TNCiF8AJ4ATSX8/CZwF3ial/PykZecBbwL+IqVsnrzu6ZCbm/uJ8vLy/3766afzkqcH6LrOmTNn6OvrY9myZeTkpKg6mwE+eAOcOZW6aE3tu6RiTj8Ll7eiCcnpY9V0nCklFpveTBgZgv/4Mtg98NcfQfa50rXEs1OdEBtABWvjT3g9XrVbvVSRVOENW+m+YzPO06DFICesSkBiUt2MVlvquh0ZVRZadrWKrUS8sPI2mH/jxO+Fz0LL9aAHwOiYup6oPYh7URee+m6sAznUPFxD7qls9HQGXoJg5oBJ6tChz4xgwgJRGaZ/cw/NqztZtKOW4o64eTWqGh+f+8ge/V3/dVN/X1/fNamsCyHEFYBXSrlbCPE9YB/wXqBISrky/p03AcVSyl9MWnY1cBlw7ystdvOKIpdkCCH+DHxPSrk7+W9gJfApYADoAG6SUs5sYPQ0MBqNF5eUlDz40EMPFa9bN3Huqsfj4ciRIxQVFVFXVzcrKwZg6zPwn5+GvBkIamdm+6hf3ElVbR+9Zwtoby5joDcPKSeyRjQCPh/8dbuyiH72ATizb3qCkTpEWkB3Akll/VJXVktpHWTGi+sKb9jK4P2biQXB3QqxUcgMq7nsOopAbBlxgpHxmI1U9TxZ1SpLZMqEdf8DlVdM3Y+2G8HfCKYkNylmiuCrHmR0/lmiGUGyT1SRfaocQ9iE0S8pOiaJxZXvUkJX+2FrAG00TjCCtC6SjEI4L8TxTxzFHDLRsH0eprBRVU6OgLRLfrr57tDX7/5m8+Dg4KullH1pfzhACHEJ8HXg9agtPyql3Bz/7DvAa1EW+G4p5a3TreuVgFckucTjJ1+XUr5q8t9CiDXAWSllrxDi58DTUsqXREVdCFFdVFT07Le+9a2q9773vROcjGQrZvny5WRnp+lQTIFIBN71BujvgxzHTPdFp7x6gOq5fRSWjjA84KCztYTujkKiERPDg/CuD8CHP6W+H/TBHR9TBJORq9yXKfvRBrFBJhBLLG5pFNdAdhL5JcglgbBb6bzgBHtEWTEQj8MIVctiyVbiUpoJat8MDR+eGmMBGP4D9H4DjAUQzQrgre3DW9tHzBomo6OIrDOlWAennqjMbp3sbohNU14jI6DZwLYYNQHgjK5GjCRIKb6crkt61/TR/tYzLNpdS3F7viIVDxCRhC+SfMB5i+fpbX9/bmBg4IZzdTYLNT/lZ8AC4A1SSp8QYmsSuVwG7JdSjgohHge+IKU8Ot06L3S84sglHhj7O/BmKWVHir8tiR9aCPEJwCyl/P5LuP2M4uLiP61du/aiu+++25GfP/HuOF8r5uQx+MDblWtkmnXsVlJQ7KKqto/y6gF8o2YG/1975x4kVXXn8c/p93O6e2RmemZ4DYMyKKhAuboyCtZGk2xqQV0MpbvuFmxVViTZNRg35UYNCdGqhErWlYy4iljRuBGNrrUxpowKBA0bFY0IIgMDzAgz3TN0z3TPdE8/7z37x21mGJwnTPM8n6que/v26a5zb93+3t/5nfP7/cIVfOeBIH5/f2yUloe3N8LrDYbfx+3r98NoMcjtwxAWCtUWdbA6IFhr+GyO50Rx6euJBK3X8NnkY+C0wIwvFWaF6qB0FpRfBdYh4ii1lGTn0hjJunZ6a9sxZax4DgbxHApi6x4hzktKAk0SZ9cwAiMLaTangzmAYWZFdAjpkDU+T5dk2LPsU2zCxOw/TMMat/Qv9Z9j4aPr9nD72jujnV2dayORyE/GkotFCLEG2C2l3HSCuBx/3/4U2C6lfHm0v3s2ck6JixDCBrwO/LjgZxnwvtDmReBhYDfwJvCIlPKt8e6L2+2+zefzrWtoaJhwyy23DHB+nKwV88Iv4LEfQ6B0cMtiNPR0gy/Qy/0Ph8lrYbLZLF6vF7/fj9/vx+fz0dlq4Z1fwfaXCpaJBqaDgORY+WNsDghUgneIomRDicuJJI7C/LuN12Ck02lisRixWIx4PE5POIn42EdJaxB3Sznmsc6S6RL/IYkrCroZ5CBuKZkHswscl55wPKETqm7j4F8doO6P06jqKQUnMNMMcy1kL9P4/jM/TG7cuLGlo6NjiZRy8BrBJyCE+C4QklI+K4RYB7wmpXzjBHHZCtwOxIH3MR6WjWM7+bOLc01cVgCPAIX8Z2zB8K8ce78e+BT4b4znzP9KKb9XxP5MqKio+OU111xz9dNPPz2kFeP3+7nkkkuw24dKNmIgJTy/Edb/DJwucI9hbYqU0BU1vvfYRqi7zDiu6zo9PT19f954PI6maXi9XrxeP3qvj89e9bBzox17icBqA5tz5Jml0YpLPmvUKlqxTUMnQ3d3d5+YpFIp7HZ7n/D5/X7aljnJNgnMox9VDnoxnFGJvwWEBtqJjtuC9eKabazmlRK6PXH2LfgMu3Qw+yuzsF8+8AJ8/PHHLF26NBqNRtdFo9GHx+LHE0IEgBcBO8ZDb6WUUg4yLFqPYT89KaX8+SlcgbOCc0pczlZcLtfXA4HAY48//viExYsXD3hWSilpbW2lqamJYDBIbW0t1hHGPe9vhx98F2Kd4C0ZvvaylJDoNpJzz7sa/v1hCA5ReO0Yuq6TSCT6/uSN25Lo5iwmiwRdoPXa0ZMOtKQDLWns61mLMdesm5C6IHDTR3T9fi7CVAhcNOmYHDlM7jRmdxqzO4PJncbkzKLnwVdlIhC0D7CinE7ngFKueg72zANL4NRCCo5hykncHRJ32JgqF9I4BSmAPFgrIDMlyf4v7SUXyFFXVUfp1wIIe3+fcrkcq1evTmzYsOFwwVrZc+o9uzBQ4jJOCCHKKioqfnnttdf+xYYNG/ylpQOTi+i6TktLC83NzUyePJmpU6cOmlXtGD098PLzsOlZY9ZHyxtDJYulkDsmeyzmBabPgH/4Biy8ceyxQvE2ePLL4Lqo8F2TjsmZMQTCk8bkNvaFRUOYjX+oMEkc01tJNVUbK1MLgqNnrIYoJQxh0pN29LSNVEww5WpY8sTwfUnvgwO3FRa7jSe6xJYAa6+xNeUhZU8T+qf9pGfHqZtcR9mcsi/UrN65cydLly6NRiKRx6PR6A/HY9bxQkKJyzjj8Xhu9/l8jzY0NFy0ePFi84k3bD6f58CBA4RCIWpra5k4ceKghdj728MnH0HjHmMbjxlpFyonwhVzYeZsI4n2ydK0FV79V3CN8Q892mERGEMjAXzrj8O3695irMa1DJFLZjzQbDk65zWRmNROReslXLmm8gvXP5PJsGbNmuRTTz11zFr5tHg9On9R4lIEhBDlwWDwyerq6vkNDQ0TTlwXA8YNvH//fqLRKHV1dZSXlw8rMsVi+3/BO/8J3jFGXY9FXKSE3gh8811w+oduF38DjvxbESwXQDdrxC4/RPzSwwR21uD502Scl5iY9nx/G03TeO6553IPPvhgLJVKNYzVt6IYyFgiLBSjRErZAdwshJh98803r581a9bMdevWldbV1fW1sdvtzJo1i97eXhobG9m7dy9Tp05l4sSJww6Xxpt0bHz8G8MhhDELlUkMLy6iCHdjzp0idnkziWlhShqrmbLpOkx5C5oOouCzlVLy2muv6atWrers7u5+uaOj43tSyuj49+bCQolLEZFS7gLqhRD1CxcufOKGG26oXrt2rX/ixP6U+i6Xizlz5pDJZGhubmbbtm1UVFRQU1MzYmLqceE0GksjGWbWIOPWn1RFF11zDpIrSeL/pIYpL1yP6bhwCT0D9hrYvn07K1eujIRCoW3t7e33XAi5bU8XSlxOA1LKd4UQs1955ZVFmzdvfnTp0qUXrV692nu809dutzNjxgwuvvhiWltb2bFjBzabjSlTplBRUVG0IZOnvD9Cu1hIaSzKc4wQemWfXggT0E/OmtJsObpnHCF+6WGsPU4Cf56GM1RqBBiewIHsp3zr1Xu6967f/XE4HF6hZoHGH+VzOc0IIcwej2eZ2+3+wd133+1ftWqVy+MZfEFLd3c3zc3NRKNRKisrmTRp0heKgZ0qLX+CX98FzjE6Ucfic8mlweaCFW+P3Hb/IsiFwDzKNT4SSaqyi/isFtJlcUoaq/HtmYwlNfiaoiOpZh4LPZDdHf+g7WB83+3HYtMU448SlzOEEMIRCAT+xWaz3XPrrbe677vvvpKamppB22qaRltbG0eOHCGbzVJWVkYwGCQQCJyyRdPbBQ3XG7NFY7EWxiIuySjM+DIsWjty285N0PYjsA4TxKlb8iQnRUhMC5Ou7MTe4cf/6WScrRcNaqVIKdkRf4dnjq5NH+j9LNwab1mZ1/O/Ox9LqJ5NKHE5wwghLDab7ZbS0tKHZs6cGXzooYcmLFiwYEjRyOVyHD16lHA4TDwex+/3EwwGKSsrG1Otn+N5YRm0/nls1stYxWXJeqiZP3JbrQf2Xg9mNwPKluRdaRI17SSmhcl5UrgPl+E5EMQZLh2Yu+U4Mlqa30Z/JZ9rf7Q3I9LvH4zsu+9cS7h0LqN8LmeYwlTnS8BLQog5e/fu/b7D4bj2rrvu8i5fvtwxYcLAR7jVaqWqqoqqqiqklHR2dhIOh2lsbMThcPQJjcvlGrVVc9UyOLyjf1HeeJLtNayiKdeMrr3ZCxOWQ8cGHb2um8SUdpI1HQjNhOdgBeXvXIZthIRZTck9bIo+kdsS+U0vZvnska6WR0ZKh6AYf5TlchYihPCXlJQsczqd35w3b17JvffeO2HBggUjTlEnEgna29uJRCL09vZis9kGBCy63e5BBUfLw7O3Qeeh0Vsvo7FcpITkUfjrR2DW4qHbaZrWF/8Ui8WIx7pJ75dYW714wmV4miswZ4YPdurVkrwRfUm+cHR9qkePHWjubHpAl/rrap3KmUOJy1lMIQfIVZWVld+RUl5fX19vueOOO0pvuukmMRrHbiaTGRBxnEwm+wTH5/Ph9Xqx2+3Y7XYiTYJfLAG7x0joNBKjEZdkxLBYbnvSsIh0XSedTpNOp/sCGOPxOMCAmKOSkhJyTRYO3QFYjCHSYLRnWtnS9Rv5+/ivU0dSB5O60J8/0tXyUynlkZHPQFFslLicIwghTMBV5eXld5hMpkU1NTXuO++8079o0SLr8ak3RyKTyRCPx4nFYiSTSdLpNJmMkeeot1PQ1ehA5uzI1HHxQSk7UhegC6RuAl0Q+Nr7dL1+lRG0KKSxtWiYXEYskjRnsAXSTJyfRi/UWDaZTNjtdhwOR5+Y+Hy+IS2yxHvQcpfhaDaXGI7ZvYmdbO5+VXur89V0hlQonunaGE0c3SSlPDjojyjOGEpczlGEEDVer/dvvV7v33s8nqolS5a4lixZ4r7yyitPegZJ03T+75kMH72YxlGRxhYoRDc7sgiTBJNe2ErsU9vJHKow0mtqpr6tlrST6rBj1h3cdL+DiloHNpvtpPvU9UGGl5dv5c2j/5N7L/1W2maz7ToY3fdzTdd+J6WMndSPKk4LSlzOA4QQfrPZ/JVgMLhM07TZwWDQXF9fb6+vr/fNnTuX2traMeX13fNbeGM15DPgGiL9wWDDonwa0t1QPRf+5idQMkLqhxPJZDLs3r2bDz74QNu2bVtsx44dek9PT69AbA6FQ88B70opc2P7VcWZQonLeYgQYgIwLxAIzHe73Qvz+fz08vJyc319va2+vt4/b948pk+fPqzg9HTAm2vgwFZAGmkprY5+oelL0J2HbMJYgWtzwvXfhiu+PrBEymCk02l27dp1TEi6PvzwQ5lIJJJWq3VXJBJ5O5VKvQfslFKmxumyKE4zSlwuEAqCM9fv98/3eDwL8/n8NKvVaispKaG6uprJkydba2pqnJMmTXJUVlZSWVlJVVUVJPx88rJg3xtG6VmzBRAw8RtbObx+ISYrVM6GObfD9IUgLBodHR2EQiFCoRBtbW2ypaWlt6WlJf3555/nQ6GQKZVKafl8PmWxWD6JRCJvp9Pp94FPlJCcXyhxucARQniASqAKqHS5XJP9fv90s9k8RdO0Kl3X/Waz2SyEQCBMSLMJhDCZcUldJqXQdGmAlFLqup61WCwRIcSRbDbb3NnZ2ZTL5VqBNiAEhKWU2TN5zorTgxIXhUJRFIqcyUOhUFyoKHFRKBRFQYmLQqEoCkpcFApFUVDiolAoioISF4VCURSUuCgUiqKgxEWhUBQFlYlOccoIIb4KzAT+oNJIKo6hxEUBgBDCB7yAcU8kgK3ALYWP/cB7Usp/FkI8jSEkr0spf1T4fBbwH8AKQImLAlDDIkU/fwf8TEp5IxAGDkkpF0opFwLvAE8KIW4FzFLKa4EqIcTFhe9uAb4NvHgG+q04S1GWiwIAKeXjx70tAzoAhBDVQIWU8kMhxD/SLyCbgXpgv5RyB7DjdPZXcfajLBfFAIQQfwkEjisWthJYX9h3A62F/W5gjOXrFRcSSlwUfQghSoF1wPLCexNwg5RyS6FJAjhWwNqDun8Uw6BuDgUAQggbxpDnfillS+HwdcB7xzX7EGMoBHAF0HzaOqg451D5XBQACCFWAI8AOwuH1mMIyA4p5SuFNiUYzt23ga8C10gp42egu4pzACUuijEhhAgANwLbVBVDxXAocVEoFEVB+VwUCkVRUOKiUCiKghIXhUJRFJS4KBSKoqDERaFQFAUlLgqFoij8P23/V76fC+QOAAAAAElFTkSuQmCC\n",
"text/plain": [
""
]
@@ -120,7 +120,7 @@
},
{
"cell_type": "markdown",
- "id": "84470943",
+ "id": "1e912817",
"metadata": {},
"source": [
"### 2. 使用 `GridSpec` 绘制非均匀子图\n",
@@ -133,12 +133,12 @@
{
"cell_type": "code",
"execution_count": 4,
- "id": "d17936f4",
+ "id": "72f4a645",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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+1+4Zpay/Nj6yjfWbH2XbxHZmjExjrz1mMXfXGdxyyy2/jIgFg05ftUHV4TJrZxuYal2JiAurXi4gCX9U61DgBElHkNzy9E9bjfN3fSmnLOpsvwxjnS3DcdISzbabLIc6TAAnAV9qteDSpUtZs2ZNq8V6bt9Tr5oUx+Pnl7wr8zS0o17+1Ka9QsCa816cSbr6adWt6zjtyrXM3zbxxHszZoxwxvIDOeGZ+9w3wKTVNag6PMxW3bqO86++iwc2bmHR3FFOOWYZxx+yuO3Pt7MNSOpJXVESBH5eRNS7Y9PNwPMi4ueSPg68CPhynXWsAFYALFmyxPWlhLKss702jPu4oh8n2zHV/eywaLbdZDbUISI2R8SmRv+XtELSGklrNmzYkFWyJlk0d3Qg39sLjdI+zL+p2vlX38WWqkYvwJZtE5x/9V0DSpH1UuXEZt3GLQSwbuMWTrtyLatuXdf2OrLaBiTtCXwUaHQ3p9sj4ufp8zuB/eotFBFPBMpfsCB3HXqWgaLvt/Om7Pndi/1sEWQ6xreZPBwETjlmGaMzRgby3VNVL+2jM0Y45ZhlA0pRbz2wcUtH79tw6cWJTRbbgKSZwOXAaRHRqEfhs5IOljQCnEASy9NsJ0Xfb+dN2fPbHUgJR3WoUunur1wGiInHt7b4SG7Upr1olzAWzR1lXZ1G7qK5o9ybYTokLQSuiIjnZPi1hdeLE5uMtoE3As8CTpd0OvAtYEZEnFG1zFnA50muoH45Ir7RywRYcRR9v503Zc9vdyAl3PCtcfwhi5/YCPTB44ZqNnZ12ovmlGOWcdqVayedrVbO1E84LZs0dDJB0zrT7MSmE/3eBiLiE8AnWixzB0lkB7OWirzfzqMy53ev9rO9NIgxx20PdZD06qrnz5X0sm6+MCLGu/mcDb9Vt67jiPNWs++pV3HEeas7Gld0/CGLOXf5gSyeO4qAxXNHOXf5gVnvwCoTNOveqc+6V/ZLkGZm/dbtfnYqx+5W6x3EmOOmPb6SvgW8JCIeAt4g6fMk93veGzizrymzQqlU8EqPbaWCA203Xgd9pl65NbVUP8Jd7Sx9a1/ZL0Ga9ZOki4H9ga9GxNl1/u+brpRAN/vZXhy7G2k25rif+/6WQx3SRi/AdmAW8CngO1A3KsjQKUtoj0EbVAXPUkSsBFYCjI2NPbF9uI61Z9AnNmZFJGk5MBIRh0u6UNJ+EfGjmsUqN135PwNIomWo0/1sP4/dgxpz3KrhW924XQpcmj5/G7CLpIcj4sR+JCwL/TyTscnKOqg+T3XMDXCzUhoniUQCsBo4Eqht+LZ10xVf1Sqffh67BzXmuNUY3+prundHxHLgGmBFRLyY5F71Q8uhPbJT1viJealjjt9oVlqzgcqGvhlYWGeZyk1XjgQ2ktx0ZSd5CDtq2ernsXtQcztaNXxvkDQrHf+zW/redOBySR+PiEYB3Pui1wOs651pQPF7IQchb4Pqp6KTCZp56enOSwPczDL3EFBppexG/eN+WzddsfLpZ+O020nrU20XNB3qEBFnSFoAfBJ4i6SvAF+PiKMk/W5H3zRFvb5kvOrWdYj6A5UH1QtZ5BixeRtUn5W8hI/JSwPczDJ3C8nwhpuAg4F6Z7uflXQOcAfJTVc+kF3yLM/6PfG40zHHvWgXtIrqcBVJ2/Ag4BxgGbBV0jgwTdLMiKh7SaTB+prOLG2m1wOsz7/6rob37B5ECKUyxIjN06D6rDSLP5ylvDTAzSxzq4DrJC0CXgj8saSzfdMVa1eeJh73ol3QanLbcmAu8EWSjed44BHgNODnwIx2E9vmzNKG2u2xancCT6P1BQPrTazEiP3SIL48j4rQS5mXMF15aYCbWbYiYnPaWXU08KGIWE/NbbR905XhVMYJy71oF7Qa6vCYpIeAlRFxKXCxpEOBkyPiPGCnWZ9NjNNkZmmr2aLt9Fi16gKvriTTJCZi5z7fxQPqAXOM2J0VpZcyD2fLeWmAN1PGnbhZFiLi1+w4/loBFGEoYDd60S5oeee2iHg4Ii6VtHf6+qaIOE/SNElHdZDepjNLW80WbWeAdbMu8NpZ7fUavXnuASvjbNo83s1L0sWSbpR0Ruul8+X4QxZzw6lHcc95L+aGU4/K1c7RUSesSPI4KdeKpawTlnvRLmjZ8FViH+AySQskva3yL+CUDtLbzsxSADY+sm2nnUY7s/+adYHXqyQAI9Igb4FrTeTkNsVPqB6uAyyS5JnPPVLWnbgVj0/iLAtFGArYjV60C1pNbjsI+DQwApwYERskHQ98PCImJHUy1KGdmaVAsqN4PC282u77Zj+uWRd4o8qwPYJ7zntx2z/CspWHYQJVxpnCcB1rrNH2uW7jFo44b7WHPdjQKMKkXMu/ogwF7MZU2wVNe3wj4nbgCOAfgU9Ieg6wrXqRDr5rFfAaSRcAJwJXNVpwe80whHZ7fpp1gQ/LDRQ6iRFrmZvScB1rrNl26B6zwfJl+/ZU8snx4S0LvbjkX9Ztu2nDV9KfAa8kaexeCRwLLJb0Wkl/2skXpZO3xkl6fJ8fEZs6+Xw7O41mXeB5HC9qQ6ft4TrWmXrbZzUPexiMdi/bl/UAWlGdT40MspOlnbkJwzx/oYymesm/zENyWoUz24UdB/dZwP0kwx5mMfl2xm2ZyszSdncajbrAh2FWeyc8A34g2h6uY52p3j6n2mPmbaN32rlsX9bZ5dUazSGpGGQnSzuhRKcabtQGYyqX/Ms8JKdVOLOPSZoNLAAuA14KHB8RKwEk9WVw7LSakF69vD1eEQp04yPbSn+gGZBVTA4Ef+hgk1Msle2z0eXidk5+3QjrrXYm0JT5AFrR7KRs8eBPvsZpMjehg2U8j2GI1XYIlHlITquhDk8GvgtcC7w9In5B0tvbV4vnjnbVfV+Wy23rNz/a1gz4YcuPvKd3qsN1rD1TGZbk6BC91c7ciLLOLq/WKJ8Wzx3NQ+jApnMTOljG8xiGVL1hDY0u2edt3lM/tOrxfRD4PUkvAs6X9HGS2+oiaTrJUIiem7vrDG44tZMQweXq6dk2sb3u+9UHml7nR78vHw9L+fUrEPywXJ7PIp1TGZbkRlhvtXPHvzLPLq/I+Z0R25mb4PkLBVavQyBIxqtWhxLIUZ3tq7Yqd0R8FfhD4JaI+HT69lOAT7X7RZIWSrqu4xS2qUw9PTNG6hdb9YGml/mRxSD4MpVfrWGZZJBlOru92cawRG8ZFu1MoPHE4fzFHK9RmZsAydyEe7tcxoZUoxP/gLzW2b5qNbntCRExAdwt6RnAa4AXAae381lJ80h6imd3kca2lKmnZ689ZjFjxkjT3oVe5kcWY/iGofwkLQSuiIjn9HK9wzJGchjSmfOet7bl6QpAq7kRRZs43K0czyFZxeS5CX8s6eyIOKPJMp6/UCCNrspUhuKUTasbWPwHyeWPWcA8YB/gQeBvgVMiov41951NACcBX+o6pS00u9yWp4NII5IuBvYHvhoRZzdbdu6uMzhj+YFNf1MvLz9m0SjN++XSfp68DUOjH4YjnVk0wtrZVjvZnmsNy7Cfajlu9E3JMBw7WomIzZLGgaOBD0XEeuD7LZbx/IUCKUqHQK+06vF9E0mjdQKYQ9L4fRvwcuB4Se+tF/JE0kVAdY6ujoizpMYR0KY6W7RRwT7/6QtyfxDpJpRMqwNNLyt6Fo3SIdgw+3bylvdGf8WwpLOfjbAsQkMNQ896GQzjCUgj7cxN6Nf8BRs8X5WZrNUY30OAA0h6LhaQDHHYCLyapNf3I/U+FBFvjojxqsdZrRIy1dmijcZYfevODcMwdnScnUPJTEkvx5xlMYYvb2PkJF0k6drKA3hXq14QSSskrZG0ZsOGDW1/17CMkRyWdPbZOK231XaWaVhfhqFnvQzKPO/AiqfbeRNF1LDHV9JMkh32NmA7sAfJbM8DgK8BV5D0/OZGvZ6ed192W91lc3YQqQ0l87TaBbrpEe9Vz1dWZ4t5ulwaEW/u4jMrgZUAY2Njbd/Oe1jOxoclnX3Wclttc5mG9WVYetYbKcLwAPAJiFlRNWz4RsRW4AxJy4B3A2dGxC8kvQP4DvA+klsYvyiTlHZpSA4iLUPJdNuomqrag9hHTnrGUB7E8i5Pjf5mhiWdfdT30FBDMOynoW6HB+SxsTwkxw4z61DDHbKk6ZL+gaS39ypgraS/Ag4D7iHpyXhJJ18WEePdJ7U7Q3J5NpehZIYlzJZZhvoeGipvw3460c3wgLzuZ4bk2JEreb8JkRk0n9y2Hfgy8EaS3otNwM3Ae4BnpO/txY5Lej3Xi16AIbk8u4ochpJpdBB7z+XJhOCc5WEmBnHyVkR57OFr0yoyCA01rD3r3QwP6GYyX95vpJInbUYhmQ7cnT4A3hERazv5niJNBhxWQ7xfzVSzoQ7bgW8C35S0O/D1iPi2pP0jYqOknwLtz+DpUC83orwfRPIaSqbRwWoiwjs069owHyAdGqq5boYHdNpYzrL+5P3Y0UoHEUYOAr4QEf+n2+9yNJLBGub9atbavXPbbyLiqvT5xvTvD9NxwH1Rthm1EfHriLg8PZDmQrODVZHLwvpr2LftdrbVPG7PWehmeECnd9sb9vqTsXHaixh0KHCCpOslfS7tAd5Js8g1ngw4WN4u2pfb+3F7Ixq8egexai4L64a37eLqZnxyp41l15/G6oRhfAeTI4wsbPDRm4HnRcSRJCFL605abxZ21LcLHyxvF+1r+5bFWfOM2sGrHKzec/n3mYidA0m4LKwb3raLrdPhAZ2OpXX9aaw2DGM6Qb2dCCO3R8Rj6fM7gf06/e5hjkZSBN4u2qeo06AZNEkbpo3u8Zvpeyz4LaQnNtSJhzdFPP7Yvdu3bP5VG6uZD/yyza9stOxvRUTnd9PoM0kbgPt6tLqW+TRtdI89a8uCiO2Pb95wXx/Kohu5K6cel1Ez/c7bnquuTxOPbGJk1zmd1qepyF1dgUzrS8XQ1ZuKaaN77KnpuywdmT1nx61As6s/vdJJ/nddZyW9FnhyRPydpP8L3BURn6+z3OXAOcAdwDXAByLiGy3WvVOdnTa6x54ju+25WCPTZ8bE41snHvrVuj6VSd7q78DTU9mvTmzZPG1k1znJm/nYLgaVNw23m1w2fBuRtCYixga5bNFk8dvLnL/9Nux5O+zpH1bDnu9Of9vfswdwHclE9UqEkcXAn1RHIpH0e8DnAQFfjojT+522qchb+ecpPXlKC+QvPZDjoQ5mZmbWvQYRRjYBZ9QsdwdJZAezwnPD18zMrKAi4tfsiOxgVnq5jerQwMocLFs0Wfz2Mudvvw173g57+ofVsOe7019uecu/PKUnT2mB/KVnuMb4mpmZmZl1a9h6fM3MzMzMuuKGryFpoaTrBp0O64ykOZL+U9I1kv5d0sxBp8mGg7f5wXHeT00e93su0/rymi+5bfhKuljSjZLOaLLMdEkPSdok6R5JB7ZY15pm60zXd3/VnW/qrq9IJM0DLgFm92n9LcvRunYycEFEHA2sB44dcHo64roxGP3e5vttmOvNsOd9TuRqv5enMs3TtpGnfKmVy4avpOXASEQcDiyS1OguMu8E7omIOcB/Ao82WhfwdyR3rvnTJus8CPhCRIynj7U9+Dl5NwGcRHI7y57qoBytCxFxYURck75cADw4yPR0wnVjoPq2zfdbAerN0OZ9XuRwv5eLMs3htpGLfKknr+HMxtkRfmU1cCTwozrLHQfMk3Q9sB14bp3lKus6Fvi3dF2N1nkocIKkI0juSPOnEfH4FH9Lrki6CKi+h+TqiDhLUqOPTMU47ZWjtaFJ2R0GzIuImwaUtG6M47qRiYy3+X4bZ4jrTURsBhjSvB+IvO33crw9jZOjbSPPdT0XDd86Fel5wMXp883A0xp8dDNJ4/Sbkr5M0vC9uGaZ2cC69O8PgIXp63rrvBl4XkT8XNLHgRcBX+78F+VX7b3c+6yS99C8HK0N9cpO0p7AR4GXZ5+iKXHdyEjG23y/ud6UTN72eznenrxttCkXDd/aiiTpH4DR9OVuNB6S8VPg4fT5g8CiOss8lK7rIWBuuq5G67w9Ih5Ln98JDPpSwbCr5D00L0frQjqp43LgtIi4b9Dp6ZDrhnXD9abkhny/10/eNtqU14y5haSbHuBg4N4Gyz0beKWkEeAPgduarOsW4Kh0XY3W+VlJB6frOwH4flept4p2y9G680bgWcDp6WTMkwadoA64blg3XG9smPd7/eRto025vIGFpD2A64BvAi8kGXu7GPiTiDijark/AK4lOdMRSeP3lTXLVNZ1HfAm4J/T5f64zrK/B3w+XdeXI+L0/v3K4qtXjum94q3kXDesG643ZvV522hfLhu+8EQojKOB/4qI9VNZrmqZ75OcCTVdp/VOu+Vo5eO6Yd1wvTGrz9tGe3Lb8DUzMzMz66W8jvE1MzMzM+spN3zNzMzMrBTc8DUzMzOzUnDD18zMzMxKwQ1fMzMzMysFN3zNzMzMrBTc8DUzMzOzUnDD18zMzMxKwQ1fMzMzMysFN3zNzMzMrBT60vCVdIGkt9a89xlJyzpYxxskvSV9Pl3StKr/TZM0c9BpHBTnb3m4rC1Lrm9WNq7zJRQRPX0ATwUeA+4A1gC3Am8BtgL/A9wG/AA4ADgV2ARsBN5TtY59gJ8Av52+/nPge+n6Kuv8dBZprPrMycCnql7vDdwIXA88DtycPr8ROAaYCwj4GvAy52/j/K2XTuCZaV7eBESat9cD3wEOBuaky90JHNzrepyHR0HL+tnAl4CrgRe6rPPzKGJ9q/rc6yvf6/rmRzf1aVjqPPD/gPXp42fpe67z1Xna40o0Py2UFwAvBT4LTCdpFD4HWA5ckS57GPB94LfTSrUZeAqwW7qOl/eporedxqrPHJdW9p0qLzAPeBTYpeq9PdLKNRNYBTzf+Vs/fxuls+r/zwDurfmOg4AH0ue3AfsOciMadD4OUVnPAX4IPB8YBx4E5pW9rPPwKGJ9q/rcAuCX1Oy/Xd/K/ShinQdmAz9osj7X+Qim01tzgEuBdwLbgCcBV5A0DN+TLjNf0izgYeBVEXE3gKR7gUXArmnh3i7pZuCPImLTINIYEY+mr18PvB84sM76jkl/ywclAXwL+DIwERFb0/ci67QzPPnbKJ0/TZc9FghJf5++/jfgZ8AjVd/Zq/zNkyKW9d7AGRHxrTSdPyXpLfl1umxZyzoPiljfKj4CXFNnfa5v5VbEOn8QsLbJ+lznoS9DHUZILvOPArNIuuTPTp/PAu4DZtZ8ZhHJwW92+lokO6p3kZyhPADcRdINfw/wI+Be4Lws0pim53XU7/G9HviLNJ2fAN6evv94+ncVMO78bZ7GBuncBbgbeEWazi+R9L4vBX6cLnMbsLTfZ4iDeBS1rNPPvBy4HRhxWefjUcT6BhwNXEtyleHTVe+7vvlRuDpPMsxiXZqGnwAvrVqP63z66HWPL2kmXlb1ej7JJf9j09d7ATNIxqdUnANcFBEPp69PB/4IeGVEbCSpaABIuhT414j4SlZpjIhIe24nkfQmkjOw/4yIH0laSHJ21k9LKVj+Nknn+0h2Gt+LiLslPYVkw+xHvc2jpRSzrN+ZpvOvImIifa/sZZ0HSylQfZM0StLbewKwuGY9rm8GBavzwEPA/4mISyUdCqySdHVEPIbr/BP68YOfAqyLiJfBE43DfSLib+stLOmFwJEkZyBIehnJuJUf9yFtXaWxHkmzSQa7vxb4mqR/JhkHdHPvkztJIfO3TjqfAvwJ8CrgBkkfBkYj4meSlvYx7XlSyLKOiAskXQ58V9LVJBM3yl7WeVC0+nYm8Jm0U+KJhq/3LValUHU+Ij5T9fwmSfcDB0v6Oa7zT+hHw3cBcISkNenr+cBMScdVLXN7RLwh3QH9M3BC1dnTN4HvAt/oQ9o6TmOjFUTEw5L2j4htkg4jGfJwZSTjencFRlSvmzjDtA9L/tZLZ0T8VNKyNH+fQzIb9YPpZ3elHGephSprSU8Ddo2I29Md7s3Asoi4ymWdC4Wqb8BLSMY//iVJD9mopD0iYrnrm6UKVeclvZakh7nSQ70Y2O7j6WQ9j+MbEV+MiPnAi0nGtzwIrIyIsYgYA94KzJG0C8kksPMj4r+rPv9QRKzv5DslvULSnZLGe5nGNtazLX26P7A7yQQ4gO3pOnre8C1a/jZKZ7qeSv4+mySqxsfS1xtILtsUWtHKmuQS4GWS5kram6Rcb03XU+qyzoOi1beI+N2IWBgRe5H0yl0WEcvT/7m+WeHqPPBc4D2SdpX0NpKraWvT9bjOp3rayk97OJ9BMhHscJKhAPsC+6T/ez/JJIMrSManPAPYW9Kp6SreFhH/lj6fRlXDUUlA6F1ICrh21uFcYBlJaJFeprHVunYB3gH8NfCKygYQyezKTyqZDbpbnfR2paD52zCdknYH3ksynOToiNgCEBEbJF2qZAzf7DrpHXpFLOuI+C9JnyGJM/kw8K6IeCBdV2nLOg+KWN9arMv1reQKWuffC3wx/fs9knsIPJauy3W+Ino7Q3IhSRSDV7FjtvbbgHPT50cDY22u68fAwqrXIgm2/F1gSZ3lLwV+J+M0foZkcPgBDf7/I+AXJONxnL+dp/HbwOp6+UdyeWZzmsejvazHeXi4rMtT1nl4uL65vpXt4To/6X+lqvNKf/RQUzJx4bURcW7G37s7sDXSM6o6/38S8OuI2J5lunptgPm7J7CxUf5Jmh8Rv8wyTUXnsrYsub5Z2bjOD14hGr5mZnkiaQ7wryTDyR4CToodE07MzGxAej65zczMOBm4ICKOBtazI+ammZkNUC5DWMyfPz+WLl066GRwyy23/DIiFgw6HbXykj95kcdychnlU1Z1JSIurHq5gGQm9iSSVgArAGbPnv2spz/96f1Olg2hPO7fwPs4y7dm200uG75Lly5lzZo1rRfsM0n3DToN9eQlf/Iij+XkMsqnrOuKkhjf8yLiptr/RcRKYCXA2NhYuL5YPXncv4H3cZZvzbabXDZ8u7Xq1nWcf/VdPLBxC4vmjnLKMcs4/pDaO1UWU5l/e9G4LIshnUzyUeDlg06L7czbWbm4vK2iMA3fVbeu47Qr17Jl2wQA6zZu4bQr1wIUvnKX+bcXjcuyGCTNBC4HTouIXPbYlZm3s3JxeVu1wkxuO//qu56o1BVbtk1w/tV3DShF2Snzby8al2VhvBF4FnC6pGslnTToBNkO3s7KxeVt1QrT4/vAxi0dvV8kZf7tReOyLIaI+ATwiUGnw+rzdlYuLm+rVpge30VzRzt6v0jK/NuLxmVp1n/ezsrF5W3VCtPwPeWYZYzOGJn03uiMEU45ZtmAUpSdMv/2onFZmvWft7NycXlbtcIMdagMUC/jrM0y//aicVma9Z+3s3JxeVu1wjR8IancZa3IZf7tReOyNOs/b2fl4vK2ikI1fGs5bp+ZmZmZVRRmjG+tSty+dRu3EOyI27fq1nWDTpqZmVkuSVoo6bpBp8OsXwrb8HXcPjMzs/ZJmgdcAswedFrM+qWwDV/H7TMzM+vIBHASsHnQCTHrl0wbvlleQnHcPjMzs/ZFxOaI2NTo/5JWSFojac2GDRuyTJpZz2TW8M36Eorj9lknWp2USZoh6SuSbpT0hizTZmaWBxGxMiLGImJswYIFg06OWVey7PFtegml12eSxx+ymHOXH8jiuaMIWDx3lHOXH+ioDraTNk/K3gGsiYjDgeMk7Z5J4szMzKxnMgtnFhGbASQ1+v9KYCXA2NhY9OI7HbfP2lQ5KftSk2XGgVPT5zcCY8C3qheQtAJYAbBkyZKeJ9LMzMymprCT24aRw8gMRqtxbanZQCUW3mZgYZ31+DKgmQ29iBgfdBrM+sUN35xwGJncewiozIzcDW87ZmZmQ8cH7/xwGJl8uwU4Mn1+MHDv4JJiZmZm3cj8lsW+hFJfqzHQHj+aHUlHAQdExMeq3r4E+Kqk5wAHAN8dSOLMzMysa5k3fK07/Zj8Z5NVTsoiYjWwuuZ/90k6mqTX928iYmLnNZhZllbduo7zr76LBzZuYdHcUU45ZpknNJtZU274mrUpIh4ALh90OswsafSeduXaJ25Nv27jFk67ci3AQBq/boSbDQc3fM3MbOicf/VdTzR6K7Zsm+D8q+/KvMGZt0a4FZ9PtLrnyW054zHQZsXhEIX988DGLR2930/NGuFmvVY50Vq3cQvBjhOtVbeua/m5I85bzb6nXsUR561uuXxRFbrh60I2s0FxiML+WjR3tKP3+ylPjXArvm5OtLptLBdRYRu+9Qr53Zfdxhmr1g46aT3hRr1Z7jlEYR+dcswyRmeMTHpvdMYIpxyzLPO05KkRbsXXzYmWr0rsUNiGb71CDuBzN90/9I3EjY9s85mbWc61uiOgpBWS1khas2HDhiyTVgjHH7KYc5cfyOK5owhYPHeUc5cfOJBxjnlqhFvxdXOi5asSOxR2clujwgwYyOSHXlq/+VHm52RSh5l1xyEKp+74QxbnYp9XSYMnG1kWTjlm2aTJlND6RGvR3FHW1WkXlfGqRGEbvo0KGYb/DGfbxPa67w/77zIzG1Z5aYRb8XVzotVNY7moCtvwPeWYZbz7stuo140y7Gc4M0bqj1AZ9t9lZmZmrXV6ouWrEjsUtuF7/CGLWXPfr/jcTfdPavwW4Qxnrz1mMWPGiM/czIaAQxSaWR74qkSisJPbAM4+/kA+ctIzcjH5oZfm7jojN5M6zMzMzIZFYXt8K4p6hlPU32VmZmbWL4Xu8TUzMzMzqyh8j6/lh+8tbmZmZoPkhq9lonInvcqEvMpNNwA3fs3MzCwTHupgmcj77RIlXSzpRklnNPj/dEn3S7o2fRyYdRrNzMyytOrWdRxx3mr2PfUqjjhvdSHuEOuGr2Uiz7dLlLQcGImIw4FFkvars9hBwBciYjx9rM02lWZmZtmpXKldt3ELwY4rtcPe+HXD1zLRzb3FMzQOXJ4+Xw0cWWeZQ4ETJF0v6XOSPEzIzMwKK69XaqfaC+2Gb6qI3fl5csoxyxidMTLpvRzddGM2UCnwzcDCOsvcDDwvIo4ENgIvql1A0gpJaySt2bBhQ7/SamZm1nd5vFLbi15o91rReOLVtNE99hxw0goj57dLfAiodD3vRv0Twtsj4rH0+Z3ATsMhImIlsBJgbGys3t2yrcccKcTMrD8WzR1lXZ1Gbq+v1HayH2/WC93uvt8NXxpn5Mhue/oI2kM5vunGLSTDG24CDgbqXcf5rKRzgDuAE4APZJc8q8eRQqwIfPJmeXXKMcsm7WOh91dqO92P96IX2kMdaJxhGpk+M+Ok2GCsAl4j6QLgROB/JJ1ds8xZwGeB24DvRMQ3Mk2h7SSv48/M2lXUyUNWDMcfsphzlx/I4rmjCFg8d5Rzlx/Y0xOzTvfjvZgv1HaPr6RXR8Sl6fPnAvMi4kttf1OONerOj4nHtw4gOZaxiNgsaRw4GvhQRKwHvl+zzB0kkR0sJ/I4/sysE724bGvWT/2+UtvpfrwXvdBNe3wlfUvSbunLN0iaJulS4Ezgf9v+lpxrNPFq4qFf+bS7JCLi1xFxedrotSGQ80ghZi3l7eStVTxzs17rdD/ei17olj2+EfFQ+nQ7MAv4FPAdoG+TdzY+so0jzlud2ZinRhOvTjh786/69qVmNiVZjD8z66esJg+1ozqeuaQLJe0XET/KPCFWKt3sx6faC92q4VvduF0KXJo+fxuwi6SHI+LErr+9gXUbt/B4ujPIasJKjidemVkdOY8UYtZSzk7extk5nvmkhq+kFcAKgCVLlmSZNiuoQezHWzV8VfX87ohYLumtwBcj4peS/qUfidoekzuTPebJzOrxCasNs5ydvNXGM39a7QKtQjY6QoV1I+v9eKuG7w2SZgGPk8Q3rXzmckn/LyLe0NfUVfGEFTMzK5ocnby1E8+8IYcXtGHRtGJHxBnA7sBlwFskfQVQRBwFXJhB+p7gCStmZmZ9U4lnDkk883s7+bDDC9qwaNrjK+kqknG+BwHnAMuArWnop2mSZkbETrdunapp0qTXnrAyHHyZy8xsaK0CrpO0CHghcGgnH85bhAqzRlpdylgOvJHkzG8Vya1aHwHeCbwCeHk/ErV47mhfAyZb7zkQu9lkDg1lwyQiNpNMcLsJeH5EbOrk8w4vaMOi1VCHx0jG/ayMiIsj4iXAx4CTI+LxiOjoVK7dA8HcXWdww6lHcc95L+aGU48qRaN32A+SvsxltkN1aChgkaT9Bp0ms1amEs+8UTx8X621vGk5eD0iHo6ISyXtnb6+KSLOS29mcVS7X+QDQWNFyBtf5jKbZJydQ0NNImmFpDWS1mzYsCHLtJn1XBa3tzXrhZY3sJAkYDHweUkvB06MiI+ThDo7hWSn3o5xmsQILHl8wHFaxE/MuzwFYjfLgSmHhjIbNjmKUGHWUKtbFh9EMtPzKuDPImIDcDxAREyQhDlrV+2BYGH1PyNiZUSMRcTYggULOlhtITTNG8h/75Avc5lNMqXQUGZm1h+txvjeDhwB/CPwCUnPAbZVL9LBd/lA0FjLvMn7iYEvc5lNMqXQUGZm1h+twpn9GfAYSWP3SuBYYLGk1zL5rm7tqBwIbiI5EPR91tMQhdfKPG/6wZe56huiemi9s4ophIYyM7P+aDXGdxd29D7OAu4HRtLnnTZ8V5HhgWDI7iKzCh8kC2nI6qH1SERsTuOdHw18qNPQUGZm1h+thjp8DLgUuBp4JUkD7afpZfeLOvmiqcYI7NQwhdfKOm8sO3mvh6tuXccR561m31Ov4ojzVjvucg9NJTSUmZn1R6uhDk8miTKwG/DKiPiFpFndfllE/Jod0Qv6atjCa2WZN7YzSRcD+wNfjYizu12mVp7roXujzcysbFr1+D4YEb8H/DlwvqRXApcASJpOMhQil3wXmfyZau9iv3on24mj3G2s5TzXw7z3RpuZmfVaW5EVIuKrwB8Ct0TEp9O3nwJ8qk/pmrKih9catkvUU72lcZ9viTxOi5sNtLNMvZBzea6Hee6NNjMz64e2Q4pFxERE3C3pGZI+DHwV2Nq/pE1NkcNrbXxkWz8bgX0x1d7FPvdOtoyj3M4y9ULO5bke5rk32szMrB9ajfH9D5L4srOAecA+wIPA3wKnRMT2fidwKooaXmv95keZ36ARmNffO9XexT73TrYTY7rrONR5rYenHLNs0hhfyE9vtPWXQ+yZWVm1Cmf2JmAifcwhafy+DXg5cLyk90bEUN1at9YwHgC2TdQ/38jzJeqp3tK42efvnWri2oujXIhYy9Uq9XzY6r9NjSc1mlmZtWr4HgI8QnJr4m3Aq4CNwF8A+wIfAY7rY/r6algPADNG6nc25vkS9VR7F5t9/oTTppy8VUyOo/zHks6OiDOaLFOIWMt57Y22/mk2bMh1wcyKrmHDV9JMkh6ubcB2YA+SS7wHAF8DriDp+R1aw3oA2GuPWcyYMTJUl6in2rvYz97JOjcbWA98v8UyjrVsfdPPK1Ge1GhmZdaw4RsRW4EzJC0D3g2cmcbxfQfwHeB9JLcwflEmKe2DYT0AzN11BmcsP3DoLlFPtXexn72T7cRRdqxly0K/r0RNddiRmdkwa9bjOx34MPAx4CpgraQPAc8EPk8ys/11GaSxb4b5AOBL1GbF1O8rUZ7UaGZl1mxm+nbgy8AbgT8CNgE3A88HnkEyw32vPqevr/IcY9XMyqnfV6LyHGLPzKzfmg112A58E/impN2Br0fEtyXtHxEbJf0U2JBVQvvBs9ota8MYRcSylcWVKF8xMrOyahXVAYCI+A3JcAciYmP694f9S1Z2fACwrAxrFJFhM+wnFx6KYGbWP201fM1s6oY1iki/9bKhWoSTC1+JMjPrHzd8zTIyrFFE+qnXDdWinFz4SpSZWX+0fdtVM5uaRmM0hyGKSL80a6h2wycXZmbWjBu+ZhlxFJGd9bqh6pMLMzNrxg1fs4w4jNTOet1QzcvJhaSFkq7L9EvNzKwlj/E1y5DHbk7W6wgGeZgYJmkecAkwO7MvNZsiSQuBKyLiOYNOi1k/ueFbMMMeysnKpR8N1RycXEwAJwFfGmQizNrlkzUrEzd8C6QIoZysfHLQUJ0SSRcB1V3UqyPiLEmtPrcCWAGwZMmS/iXQrLW2TtZcZ60I3PAtkKKEcjIbJhHx5i4/txJYCTA2NhY9TZRNSdGvnHV7suY6a4PUq+3SDd8CcSgnM7OpKcOVs25P1swGpZfbpaM6FIhDOXVH0sWSbpR0RpNlpku6X9K16ePALNNoZtnodWxpM5u6Xm6XbvgWSF5COQ0TScuBkYg4HFgkab8Gix4EfCEixtPH2uxSacMoIsYHnQbrnK+cWS+sunUdR5y3mn1PvYojzlvNqlvXDTpJQ62X26UbvgXiOLFdGQcuT5+vBo5ssNyhwAmSrpf0OUk7DROStELSGklrNmzY0J/UmllflfnKmU/WeqNyWX7dxi0EOy7Lu/HbvV5ul274FszxhyzmhlOP4p7zXswNpx7lRm8NSRdVDVe4FngHUNkbbQYWNvjozcDzIuJIYCPwotoFImJlRIxFxNiCBQt6n3gz6ztfObOp8nCZ3uvldunJbVYqtZM6JP0DUDll3I3GJ4O3R8Rj6fM7gUZDInKt6LPVzaYqDzdBseHm4TK918vt0g3fHPAdcwbqFpLhDTcBBwONTsk/K+kc4A7gBOAD2SSvd8owW936p0wnTcMeW9oGa9HcUdbVaeSWYbhMP/Vqu/RQhwHzHXMGbhXwGkkXACcCV0k6QNLZNcudBXwWuA34TkR8I9NU9oAvv1m3PGbRrH0eLpNvmTV8JS2UdF1W3zdEKnfM2dxsIU+c6o+I2Ewywe0m4PkRsSkifhARZ9Qsd0dEHBQRB0bE6YNI61T58pt1yydNZu3zRPN8y2Sog3s1d/Adc/InIn7NjsgOheXLb9YtnzSZdcbDZfIrqzG+bd0HvAx8xxwblFOOWTZpjC8M9+W3oo85zdPv80mTmRVFXxq+3fRqSloBrABYsmRJP5I1SZ4OKmZZKNJs9aJP1Mvb7yvaSZOZlVdfGr7d9GpmeSk/bwcVs6wU5fJbszGn/n29V6STJjMrt1KGM8vbQQV8xxyzThR9zGkef19RTprMrNxKGc4sjwcVM2tf0W8rW/TfZ2Y2KJk2fPPSq+mDitlwK3qczKL/PjOzQSllj68PKmbDrehxMov++8zMBqWUY3w9UcNs+BV9zGnRf5+Z2SCUsuELPqiYmZmZlU1pG742eI6lbGZmZllyw9cGwrGUzczMLGulnNxmg9cslrKZmZlZP7jHt0b15fcZC5YeOOj0FEG9IQ2OpZx/HopiU+H6Y64Dlkdu+FapvfyukekzB5ykoddoSMOc0Rls3LJtp+UdSzkfPBSle5LmAP9Ksn99CDgpIrYONlXZcv0x1wHLKw91qFLv8rtNTaMhDRK5iaUsaaGk61osM0PSVyTdKOkNWaVtUDwUZUpOBi6IiKOB9cCxA05P5lx/zHXA8soN3yq+zN57jfJ04yPbchGgX9I84BJgdotF3wGsiYjDgeMk7d73xA2Qh6J0LyIujIhr0pcLgAfrLSdphaQ1ktZs2LAhuwRmwPXHXAcsrzzUocqiuaOs80bZU43ydNHc0bzEUp4ATgK+1GK5ceDU9PmNwBjwreoFJK0AVgAsWbKkp4nMWrNys8kkXQRUX6pYHRFnSToMmBcRN9X7XESsBFYCjI2NRf9Tmh3XH3MdsLxyj2+VercytqnJ2+2hJV0k6drKA3hXRGxq46OzgXXp883AwtoFImJlRIxFxNiCBQt6l+gByFu55VlEvDkixqseZ0naE/goUPhhMfW4/pjrgOWVe3yr1N7KOCYeL9WElH7I2+2hI+LNXX70IWAU2ATslr4urLyV2zCRNBO4HDgtIu4bdHoGwfXHXAcsr9zwrVF9+V0fPG7tgJNTCDkZ0jBVtwBHAlcABwN1L18XSUHKbRDeCDwLOF3S6cAnIuKyAacpc64/5jpgeaSI/A0tk7QBuA+YD/yyB6vsdj2/FRG5u2ZdlT+91qv87oVO0jLlcpJ0bUSMp8+PAg6IiI9V/f+3gK8C3wAOBw6NiIYhQLooozzlfUXe0tSL9JRtm66VtzLtpaL+trLX2UErar1qZdh/d8PtJpcN3wpJayJiLC/rKbo85VOe0lIhaRFJr+/VbY4L7mTdefy9uUpT3tIzjIqch0X+bTY4Za1XRf7dHupg1qaIeIBk7KaZmZkNIUd1MDMzM7NSyHvDd2XO1lN0ecqnPKUlC3n8vXlLU97SM4yKnIdF/m02OGWtV4X93bke42tmZmZm1it57/E1MzMzM+sJN3zNzMzMrBRy3fCVNEfSf0q6RtK/p3dE6nQdF0u6UdIZ/UhjUeQpnyQtlHTdoNORpbz95jzVh4q85dEwKmoe5rG+WjEUdZtppujbU64bvsDJwAURcTSwHji2kw9LWg6MRMThwCJJ+/UhjUMvT/kkaR5wCTB7UGnIWt5+c57qQ1WacpVHw6ioeZjH+mrFUNRtppkybE+5bvhGxIURcU36cgHwYIerGGdH3NXVJDcfsJ2Nk598mgBOAjYPMA1Zy9tvHic/9aEib3k0jIqah+Pkr75aMRR1m2lmnIJvT7m6gYWki4BlVW+tjoizJB0GzIuImzpc5WxgXfp8M/C0HiSziHKTTxGxGUDSoJLQd03q+aCSVCs39aGiDPWi14agnvVK7uqrDacSbTPNFH57ylXDNyLeXPuepD2BjwIv72KVDwGj6fPdyHkP9wA5nzJUr57njOtDAQxBPesV11friRJtM80UfnvK9Q9KJ7NdDpwWEfd1sYpb2NFNfzBwb4+SVjTOJ6vm+mDDxPXVrHcKvz3lqse3jjcCzwJOl3Q68ImIuKyDz68CrpO0CHghcGjvk1gIq3A+2Q6rcH2w4bEK11ezXllFwbenwt+5LZ2VeTTwXxGxftDpySvnk1VzfbBh4vpq1jtF354K3/A1MzMzM4Ocj/E1MzMzM+sVN3zNzMzMrBSGsuEraUTSroNOR5E5j8vB5WxZcn2zMnK9z5fcN3wlvVTSirTizJX0OZIA0++TNLtquYXp33dIenP6/GBJ06qWmSXpq+nzcyRdW/X4dra/LD+cx+XgcrYsub5ZGbne51+uw5mlFWArsA1YBKwAfjf9+wzgr4EzldxWZbWkQ9NlH0vPrj4NjKXr2o3kjiQh6cnAOcCjEbE9/Z7dMvxpueE8LgeXs2XJ9c3KyPV+OOS64Utyt7YPAo+TVI7VwLOBm4C5wLWSngb8DrA7ML/qs39C8vsWA/cDJ5BUvn2Bi4ATI2I7QPq3TPfiruY8LgeXs2XJ9c3KyPV+COQ+nJmkTwHfBm4mqSwLgaOAz5MM1fghcCFwCsmtja8AtpBUwLcC/wScFBHrJL2JpDK9F/gk8DBJpbovXde/RMRnMvtxOeE8LgeXs2XJ9c3KyPU+/3Ld8JW0O0kluRM4E/gM8AtgL+AeYB3wN8BYRFwmaS/geGAJcHVEfDsdR/NgRISkrwBPT9d5XHrJYBXwapJLCI9n+gNzwHlcDi5ny5Lrm5WR6/1wyPtQh/cC1wA/AfYGbgNuJLmP9JXAeET8RNJzJV0LPAo8BdgOPFPS3wCrIuKjkg4juTRwB3At8HZJlUpzKPB64OSMfleeOI/LweVsWXJ9szJyvR8GEZHbB0nFORZ4HUn3/r3Ad0m6+a8FPlfnM28BXlfn/fcCv0VSqQC+BTyZ5L7Uu6Wvxwf9m53Hfric/Rj2h+ubH2V8uN4PxyPX4cwi4udVz+8B3gf8C/BU4FfAP6YhQ2Y0Woek6ZJGIuIDwAPJW/o94M6IeBCYCQTJZYl5/fs1+eQ8LgeXs2XJ9c3KyPV+OOR6jC+ApJeQhAV5MjAKnB0Rj0j6beDvgUuAN5OEEKlnBnB+RHwjDRdyZUQcm677U8DuEfGKPv+MXHMel4PL2bLk+mZl5Hqff7lv+JqZmZmZ9UKuhzqYmZmZmfWKG75mZmZmVgpu+JqZmZlZKbjha2ZmZmal4IavmZmZmZXC/wduhJSRgT/rsgAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
@@ -168,7 +168,7 @@
},
{
"cell_type": "markdown",
- "id": "d6eed7d8",
+ "id": "91962bb2",
"metadata": {},
"source": [
"在上面的例子中出现了 `spec[i, j]` 的用法,事实上通过切片就可以实现子图的合并而达到跨图的共能"
@@ -177,12 +177,12 @@
{
"cell_type": "code",
"execution_count": 5,
- "id": "52cbe076",
+ "id": "f7d6d498",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -220,7 +220,7 @@
},
{
"cell_type": "markdown",
- "id": "d6e0547d",
+ "id": "5ae6415c",
"metadata": {},
"source": [
"## 二、子图上的方法\n",
@@ -231,7 +231,7 @@
{
"cell_type": "code",
"execution_count": 6,
- "id": "d3af80f5",
+ "id": "4b1e64c4",
"metadata": {},
"outputs": [
{
@@ -258,12 +258,12 @@
{
"cell_type": "code",
"execution_count": 7,
- "id": "b7562c8f",
+ "id": "99c9b1a1",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": "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\n",
"text/plain": [
""
]
@@ -284,7 +284,7 @@
},
{
"cell_type": "markdown",
- "id": "64c1abf0",
+ "id": "a1b82e8b",
"metadata": {},
"source": [
"常用直线的画法为: `axhline, axvline, axline` (水平、垂直、任意方向)"
@@ -293,7 +293,7 @@
{
"cell_type": "code",
"execution_count": 8,
- "id": "e3fd46ed",
+ "id": "f2a2b3d4",
"metadata": {},
"outputs": [
{
@@ -321,7 +321,7 @@
},
{
"cell_type": "markdown",
- "id": "9c8c33cc",
+ "id": "5a287a8d",
"metadata": {},
"source": [
"使用 `grid` 可以加灰色网格"
@@ -330,7 +330,7 @@
{
"cell_type": "code",
"execution_count": 9,
- "id": "3581a9e0",
+ "id": "36f6b932",
"metadata": {},
"outputs": [
{
@@ -356,7 +356,7 @@
},
{
"cell_type": "markdown",
- "id": "b4cc789d",
+ "id": "79f34086",
"metadata": {},
"source": [
"使用 `set_xscale, set_title, set_xlabel` 分别可以设置坐标轴的规度(指对数坐标等)、标题、轴名"
@@ -365,7 +365,7 @@
{
"cell_type": "code",
"execution_count": 10,
- "id": "fa6b8f1c",
+ "id": "18e93d3a",
"metadata": {},
"outputs": [
{
@@ -401,7 +401,7 @@
},
{
"cell_type": "markdown",
- "id": "e12b9e76",
+ "id": "ff46cfc9",
"metadata": {},
"source": [
"与一般的 `plt` 方法类似, `legend, annotate, arrow, text` 对象也可以进行相应的绘制"
@@ -410,7 +410,7 @@
{
"cell_type": "code",
"execution_count": 11,
- "id": "79d8a56e",
+ "id": "1e28c04b",
"metadata": {},
"outputs": [
{
@@ -439,7 +439,7 @@
{
"cell_type": "code",
"execution_count": 12,
- "id": "e191c7a2",
+ "id": "28be090b",
"metadata": {},
"outputs": [
{
@@ -467,7 +467,7 @@
},
{
"cell_type": "markdown",
- "id": "b0a87622",
+ "id": "ecb7c36f",
"metadata": {},
"source": [
"其中,图例的 `loc` 参数如下:\n",
diff --git a/build/jupyter_execute/第三回:布局格式定方圆/index_12_0.png b/build/jupyter_execute/第三回:布局格式定方圆/index_12_0.png
index e2cea6c..6345502 100644
Binary files a/build/jupyter_execute/第三回:布局格式定方圆/index_12_0.png and b/build/jupyter_execute/第三回:布局格式定方圆/index_12_0.png differ
diff --git a/build/jupyter_execute/第三回:布局格式定方圆/index_3_0.png b/build/jupyter_execute/第三回:布局格式定方圆/index_3_0.png
index eaf5e75..3e7ebc3 100644
Binary files a/build/jupyter_execute/第三回:布局格式定方圆/index_3_0.png and b/build/jupyter_execute/第三回:布局格式定方圆/index_3_0.png differ
diff --git a/build/jupyter_execute/第三回:布局格式定方圆/index_5_0.png b/build/jupyter_execute/第三回:布局格式定方圆/index_5_0.png
index 80a4e36..cd82b44 100644
Binary files a/build/jupyter_execute/第三回:布局格式定方圆/index_5_0.png and b/build/jupyter_execute/第三回:布局格式定方圆/index_5_0.png differ
diff --git a/build/jupyter_execute/第三回:布局格式定方圆/index_7_0.png b/build/jupyter_execute/第三回:布局格式定方圆/index_7_0.png
index 7d106fb..95617c8 100644
Binary files a/build/jupyter_execute/第三回:布局格式定方圆/index_7_0.png and b/build/jupyter_execute/第三回:布局格式定方圆/index_7_0.png differ
diff --git a/build/jupyter_execute/第三回:布局格式定方圆/index_9_0.png b/build/jupyter_execute/第三回:布局格式定方圆/index_9_0.png
index 6565a54..77cb83b 100644
Binary files a/build/jupyter_execute/第三回:布局格式定方圆/index_9_0.png and b/build/jupyter_execute/第三回:布局格式定方圆/index_9_0.png differ
diff --git a/build/jupyter_execute/第二回:艺术画笔见乾坤/index.ipynb b/build/jupyter_execute/第二回:艺术画笔见乾坤/index.ipynb
index dc80227..868b4c6 100644
--- a/build/jupyter_execute/第二回:艺术画笔见乾坤/index.ipynb
+++ b/build/jupyter_execute/第二回:艺术画笔见乾坤/index.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "26378ed7",
+ "id": "a46461a2",
"metadata": {},
"source": [
"# 第二回:艺术画笔见乾坤\n",
@@ -49,7 +49,7 @@
{
"cell_type": "code",
"execution_count": 1,
- "id": "dbd7d99d",
+ "id": "180d4eaf",
"metadata": {},
"outputs": [
{
@@ -89,7 +89,7 @@
},
{
"cell_type": "markdown",
- "id": "27e7de71",
+ "id": "0bb45c8c",
"metadata": {},
"source": [
"## 二、基本元素 - primitives\n",
@@ -132,7 +132,7 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "5aec8485",
+ "id": "7c8eb80d",
"metadata": {},
"outputs": [
{
@@ -162,7 +162,7 @@
{
"cell_type": "code",
"execution_count": 3,
- "id": "98f59705",
+ "id": "c3254bc5",
"metadata": {},
"outputs": [
{
@@ -192,7 +192,7 @@
{
"cell_type": "code",
"execution_count": 4,
- "id": "1458dcf6",
+ "id": "65482d33",
"metadata": {},
"outputs": [
{
@@ -221,7 +221,7 @@
},
{
"cell_type": "markdown",
- "id": "797e3951",
+ "id": "29920a58",
"metadata": {},
"source": [
"#### b. 如何绘制lines\n",
@@ -238,7 +238,7 @@
{
"cell_type": "code",
"execution_count": 5,
- "id": "56b9aa2b",
+ "id": "5aee7132",
"metadata": {},
"outputs": [
{
@@ -268,7 +268,7 @@
{
"cell_type": "code",
"execution_count": 6,
- "id": "d7fd2e19",
+ "id": "8d2d2583",
"metadata": {},
"outputs": [
{
@@ -304,7 +304,7 @@
},
{
"cell_type": "markdown",
- "id": "1eda2beb",
+ "id": "dbf5a393",
"metadata": {},
"source": [
"**2) errorbar绘制误差折线图** \n",
@@ -328,7 +328,7 @@
{
"cell_type": "code",
"execution_count": 7,
- "id": "23d488be",
+ "id": "6da87daf",
"metadata": {},
"outputs": [
{
@@ -359,7 +359,7 @@
},
{
"cell_type": "markdown",
- "id": "3eaab28f",
+ "id": "d9d1d6d7",
"metadata": {},
"source": [
"### 2. patches\n",
@@ -404,12 +404,12 @@
{
"cell_type": "code",
"execution_count": 8,
- "id": "41150dc6",
+ "id": "e4e03c44",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": "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\n",
"text/plain": [
""
]
@@ -437,7 +437,7 @@
},
{
"cell_type": "markdown",
- "id": "59368e65",
+ "id": "a26065fc",
"metadata": {},
"source": [
"`Rectangle`矩形类绘制直方图"
@@ -446,12 +446,12 @@
{
"cell_type": "code",
"execution_count": 9,
- "id": "4da33f93",
+ "id": "b0a7a26f",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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9JDXOoJekxhn0ktQ4g16SGmfQS1LjDHpJatz/AnImPc30kRAuAAAAAElFTkSuQmCC\n",
+ "image/png": "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\n",
"text/plain": [
""
]
@@ -496,7 +496,7 @@
},
{
"cell_type": "markdown",
- "id": "3731d04d",
+ "id": "dfe2e2a9",
"metadata": {},
"source": [
"**2) bar-柱状图** \n",
@@ -522,7 +522,7 @@
{
"cell_type": "code",
"execution_count": 10,
- "id": "351dd59e",
+ "id": "63bdfd01",
"metadata": {},
"outputs": [
{
@@ -551,7 +551,7 @@
{
"cell_type": "code",
"execution_count": 11,
- "id": "facb5ec4",
+ "id": "c4ae80a3",
"metadata": {},
"outputs": [
{
@@ -586,7 +586,7 @@
},
{
"cell_type": "markdown",
- "id": "d3667dae",
+ "id": "4851156f",
"metadata": {},
"source": [
"#### b. Polygon-多边形\n",
@@ -608,7 +608,7 @@
{
"cell_type": "code",
"execution_count": 12,
- "id": "3df4004d",
+ "id": "25ae3ba2",
"metadata": {},
"outputs": [
{
@@ -638,7 +638,7 @@
},
{
"cell_type": "markdown",
- "id": "e0549fa1",
+ "id": "18aeeb3d",
"metadata": {},
"source": [
"#### c. Wedge-契形\n",
@@ -667,7 +667,7 @@
{
"cell_type": "code",
"execution_count": 13,
- "id": "ad7122af",
+ "id": "5c0152c2",
"metadata": {},
"outputs": [
{
@@ -698,7 +698,7 @@
},
{
"cell_type": "markdown",
- "id": "9871504c",
+ "id": "587582ae",
"metadata": {},
"source": [
"wedge绘制饼图"
@@ -707,12 +707,12 @@
{
"cell_type": "code",
"execution_count": 14,
- "id": "727c8116",
+ "id": "00d6c6c1",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -751,7 +751,7 @@
},
{
"cell_type": "markdown",
- "id": "53bfae26",
+ "id": "25cecc46",
"metadata": {},
"source": [
"### 3. collections\n",
@@ -771,7 +771,7 @@
{
"cell_type": "code",
"execution_count": 15,
- "id": "f42f3bff",
+ "id": "c4a90d69",
"metadata": {},
"outputs": [
{
@@ -801,7 +801,7 @@
},
{
"cell_type": "markdown",
- "id": "c5a17573",
+ "id": "88fa56dc",
"metadata": {},
"source": [
"### 4. images\n",
@@ -817,12 +817,12 @@
{
"cell_type": "code",
"execution_count": 16,
- "id": "f5f9a812",
+ "id": "ddaece2d",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -858,7 +858,7 @@
},
{
"cell_type": "markdown",
- "id": "d1b7ff56",
+ "id": "0f046d49",
"metadata": {},
"source": [
"## 三、对象容器 - Object container\n",
@@ -873,7 +873,7 @@
{
"cell_type": "code",
"execution_count": 17,
- "id": "84e06377",
+ "id": "77ffac9c",
"metadata": {},
"outputs": [
{
@@ -910,7 +910,7 @@
},
{
"cell_type": "markdown",
- "id": "548572c4",
+ "id": "992fb82e",
"metadata": {},
"source": [
" \n",
@@ -924,7 +924,7 @@
{
"cell_type": "code",
"execution_count": 18,
- "id": "09a2f128",
+ "id": "a5aadbab",
"metadata": {},
"outputs": [
{
@@ -954,7 +954,7 @@
},
{
"cell_type": "markdown",
- "id": "030adf4b",
+ "id": "23e07a5a",
"metadata": {},
"source": [
"`Figure`也有它自己的`text、line、patch、image`。你可以直接通过`add primitive`语句直接添加。但是注意`Figure`默认的坐标系是以像素为单位,你可能需要转换成figure坐标系:(0,0)表示左下点,(1,1)表示右上点。\n",
@@ -977,7 +977,7 @@
{
"cell_type": "code",
"execution_count": 19,
- "id": "c0578536",
+ "id": "b55d2b5c",
"metadata": {},
"outputs": [
{
@@ -1009,7 +1009,7 @@
},
{
"cell_type": "markdown",
- "id": "fcd88c87",
+ "id": "1197d023",
"metadata": {},
"source": [
"`Axes`有许多方法用于绘图,如`.plot()、.text()、.hist()、.imshow()`等方法用于创建大多数常见的`primitive`(如`Line2D,Rectangle,Text,Image`等等)。在`primitives`中已经涉及,不再赘述。 \n",
@@ -1057,7 +1057,7 @@
{
"cell_type": "code",
"execution_count": 20,
- "id": "d127e00a",
+ "id": "dbc8f03d",
"metadata": {},
"outputs": [
{
@@ -1106,7 +1106,7 @@
},
{
"cell_type": "markdown",
- "id": "84a48672",
+ "id": "4917730f",
"metadata": {},
"source": [
"下面的例子展示了如何调整一些轴和刻度的属性(忽略美观度,仅作调整参考):"
@@ -1115,7 +1115,7 @@
{
"cell_type": "code",
"execution_count": 21,
- "id": "c44b9baa",
+ "id": "fd4d4c17",
"metadata": {},
"outputs": [
{
@@ -1160,7 +1160,7 @@
},
{
"cell_type": "markdown",
- "id": "58d7e61a",
+ "id": "aad8a50b",
"metadata": {},
"source": [
"### 4. Tick容器\n",
@@ -1184,12 +1184,12 @@
{
"cell_type": "code",
"execution_count": 22,
- "id": "eb57e810",
+ "id": "56f0f4de",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -1223,7 +1223,7 @@
},
{
"cell_type": "markdown",
- "id": "0501217e",
+ "id": "71ae07fa",
"metadata": {},
"source": [
"## 参考资料\n",
diff --git a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_12_0.png b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_12_0.png
index 0803a8b..6594ae3 100644
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diff --git a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_14_0.png b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_14_0.png
index d75fc87..3ab6ad4 100644
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diff --git a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_23_0.png b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_23_0.png
index 5572110..643768c 100644
Binary files a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_23_0.png and b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_23_0.png differ
diff --git a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_27_0.png b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_27_0.png
index 409b603..35d1a0b 100644
Binary files a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_27_0.png and b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_27_0.png differ
diff --git a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_39_0.png b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_39_0.png
index 5a8e4eb..572cf96 100644
Binary files a/build/jupyter_execute/第二回:艺术画笔见乾坤/index_39_0.png and b/build/jupyter_execute/第二回:艺术画笔见乾坤/index_39_0.png differ
diff --git a/build/jupyter_execute/第五回:样式色彩秀芳华/index.ipynb b/build/jupyter_execute/第五回:样式色彩秀芳华/index.ipynb
index 7441d43..467c3ca 100644
--- a/build/jupyter_execute/第五回:样式色彩秀芳华/index.ipynb
+++ b/build/jupyter_execute/第五回:样式色彩秀芳华/index.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "2a2f18bc",
+ "id": "935a9c76",
"metadata": {},
"source": [
"# 第五回:样式色彩秀芳华\n",
@@ -25,7 +25,7 @@
{
"cell_type": "code",
"execution_count": 1,
- "id": "801f2685",
+ "id": "f26af3eb",
"metadata": {},
"outputs": [],
"source": [
@@ -37,7 +37,7 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "71de4d40",
+ "id": "19f6a449",
"metadata": {},
"outputs": [
{
@@ -63,7 +63,7 @@
{
"cell_type": "code",
"execution_count": 3,
- "id": "68809abd",
+ "id": "978aa7d8",
"metadata": {},
"outputs": [
{
@@ -88,7 +88,7 @@
},
{
"cell_type": "markdown",
- "id": "6088965c",
+ "id": "0eb8a16c",
"metadata": {},
"source": [
"那么matplotlib究竟内置了那些样式供使用呢?总共以下26种丰富的样式可供选择。"
@@ -97,7 +97,7 @@
{
"cell_type": "code",
"execution_count": 4,
- "id": "f71c52a3",
+ "id": "04284094",
"metadata": {},
"outputs": [
{
@@ -114,7 +114,7 @@
},
{
"cell_type": "markdown",
- "id": "5d6502b4",
+ "id": "6e1906db",
"metadata": {},
"source": [
"### 2.用户自定义stylesheet\n",
@@ -134,7 +134,7 @@
{
"cell_type": "code",
"execution_count": 5,
- "id": "75c591e1",
+ "id": "d85a9039",
"metadata": {},
"outputs": [
{
@@ -184,7 +184,7 @@
},
{
"cell_type": "markdown",
- "id": "ae53fd50",
+ "id": "5803fa04",
"metadata": {},
"source": [
"值得特别注意的是,matplotlib支持混合样式的引用,只需在引用时输入一个样式列表,若是几个样式中涉及到同一个参数,右边的样式表会覆盖左边的值。"
@@ -193,7 +193,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "d460838a",
+ "id": "5bf998b6",
"metadata": {},
"outputs": [],
"source": [
@@ -203,7 +203,7 @@
},
{
"cell_type": "markdown",
- "id": "240bac7e",
+ "id": "ae2616df",
"metadata": {},
"source": [
"### 3.设置rcparams\n",
@@ -215,7 +215,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "1576cdf4",
+ "id": "e844bff6",
"metadata": {},
"outputs": [],
"source": [
@@ -226,7 +226,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0355df72",
+ "id": "74099e00",
"metadata": {},
"outputs": [],
"source": [
@@ -237,7 +237,7 @@
},
{
"cell_type": "markdown",
- "id": "d4a9d05f",
+ "id": "6b7bc6f0",
"metadata": {},
"source": [
"另外matplotlib也还提供了了一种更便捷的修改样式方式,可以一次性修改多个样式。"
@@ -246,7 +246,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "edfc9b62",
+ "id": "246340fc",
"metadata": {},
"outputs": [],
"source": [
@@ -256,7 +256,7 @@
},
{
"cell_type": "markdown",
- "id": "c0538f50",
+ "id": "331331a8",
"metadata": {},
"source": [
"### 4.修改matplotlibrc文件\n",
@@ -267,7 +267,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "86beb322",
+ "id": "1bea0793",
"metadata": {},
"outputs": [],
"source": [
@@ -277,7 +277,7 @@
},
{
"cell_type": "markdown",
- "id": "c7ea2f20",
+ "id": "5713057e",
"metadata": {},
"source": [
"找到路径后,就可以直接编辑样式文件了,打开后看到的文件格式大致是这样的,文件中列举了所有的样式参数,找到想要修改的参数,比如lines.linewidth: 8,并将前面的注释符号去掉,此时再绘图发现样式以及生效了。\n",
@@ -302,7 +302,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6d846010",
+ "id": "6bdfed0c",
"metadata": {},
"outputs": [],
"source": [
@@ -312,7 +312,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2439dcbb",
+ "id": "c0eb1b0f",
"metadata": {},
"outputs": [],
"source": [
@@ -323,7 +323,7 @@
},
{
"cell_type": "markdown",
- "id": "ebf46acc",
+ "id": "f7f51ec6",
"metadata": {},
"source": [
"### 2.HEX RGB 或 RGBA"
@@ -332,7 +332,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f0dc0471",
+ "id": "238e1742",
"metadata": {},
"outputs": [],
"source": [
@@ -343,7 +343,7 @@
},
{
"cell_type": "markdown",
- "id": "a2510577",
+ "id": "77175bc8",
"metadata": {},
"source": [
"RGB颜色和HEX颜色之间是可以一一对应的,以下网址提供了两种色彩表示方法的转换工具。 \n",
@@ -355,7 +355,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "45dedec2",
+ "id": "749e86b2",
"metadata": {},
"outputs": [],
"source": [
@@ -365,7 +365,7 @@
},
{
"cell_type": "markdown",
- "id": "d95a2397",
+ "id": "fa2c8c7a",
"metadata": {},
"source": [
"### 4.单字符基本颜色"
@@ -374,7 +374,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "ae65a3ee",
+ "id": "b40ee633",
"metadata": {},
"outputs": [],
"source": [
@@ -384,7 +384,7 @@
},
{
"cell_type": "markdown",
- "id": "378a0485",
+ "id": "d68e9ab6",
"metadata": {},
"source": [
"### 5.颜色名称"
@@ -393,7 +393,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "5e877c34",
+ "id": "0b76af4b",
"metadata": {},
"outputs": [],
"source": [
@@ -403,7 +403,7 @@
},
{
"cell_type": "markdown",
- "id": "89c8a8be",
+ "id": "11b5903f",
"metadata": {},
"source": [
"\n",
@@ -425,7 +425,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "6126b7ed",
+ "id": "ef6dfd7d",
"metadata": {},
"outputs": [],
"source": [
@@ -436,7 +436,7 @@
},
{
"cell_type": "markdown",
- "id": "3379f57d",
+ "id": "d9298b92",
"metadata": {},
"source": [
"在以下官网页面可以查询上述五种colormap的字符串表示和颜色图的对应关系 \n",
diff --git a/build/jupyter_execute/第四回:文字图例尽眉目/index.ipynb b/build/jupyter_execute/第四回:文字图例尽眉目/index.ipynb
index c784fa2..e03c6af 100644
--- a/build/jupyter_execute/第四回:文字图例尽眉目/index.ipynb
+++ b/build/jupyter_execute/第四回:文字图例尽眉目/index.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "e073cfa4",
+ "id": "20ada00a",
"metadata": {},
"source": [
"# 第四回:文字图例尽眉目\n",
@@ -61,7 +61,7 @@
{
"cell_type": "code",
"execution_count": 1,
- "id": "10779f33",
+ "id": "1433d876",
"metadata": {},
"outputs": [],
"source": [
@@ -74,7 +74,7 @@
{
"cell_type": "code",
"execution_count": 2,
- "id": "1a7d419a",
+ "id": "2798ed30",
"metadata": {},
"outputs": [
{
@@ -139,7 +139,7 @@
},
{
"cell_type": "markdown",
- "id": "03081aee",
+ "id": "c1d256f8",
"metadata": {},
"source": [
"### 2.title和set_title\n",
@@ -202,7 +202,7 @@
{
"cell_type": "code",
"execution_count": 3,
- "id": "1d2d617f",
+ "id": "5b2bf389",
"metadata": {},
"outputs": [
{
@@ -244,7 +244,7 @@
},
{
"cell_type": "markdown",
- "id": "a203323c",
+ "id": "7e5858a6",
"metadata": {},
"source": [
" ### 6.字体的属性设置\n",
@@ -254,7 +254,7 @@
{
"cell_type": "code",
"execution_count": 4,
- "id": "02145d24",
+ "id": "768fc0fc",
"metadata": {},
"outputs": [
{
@@ -295,7 +295,7 @@
},
{
"cell_type": "markdown",
- "id": "239918f4",
+ "id": "26163724",
"metadata": {},
"source": [
" \n",
@@ -307,7 +307,7 @@
{
"cell_type": "code",
"execution_count": 5,
- "id": "da87802e",
+ "id": "d332a716",
"metadata": {},
"outputs": [],
"source": [
@@ -320,7 +320,7 @@
{
"cell_type": "code",
"execution_count": 6,
- "id": "92785842",
+ "id": "7f6434c4",
"metadata": {},
"outputs": [
{
@@ -357,7 +357,7 @@
{
"cell_type": "code",
"execution_count": 7,
- "id": "d6339a38",
+ "id": "789a845a",
"metadata": {},
"outputs": [
{
@@ -395,7 +395,7 @@
},
{
"cell_type": "markdown",
- "id": "7a86f4d4",
+ "id": "ef950b20",
"metadata": {},
"source": [
"### 7.数学表达式\n",
@@ -405,7 +405,7 @@
{
"cell_type": "code",
"execution_count": 8,
- "id": "f881f990",
+ "id": "12fcc89a",
"metadata": {},
"outputs": [
{
@@ -443,7 +443,7 @@
{
"cell_type": "code",
"execution_count": 9,
- "id": "2d9bd3c0",
+ "id": "a591822d",
"metadata": {},
"outputs": [
{
@@ -501,7 +501,7 @@
},
{
"cell_type": "markdown",
- "id": "a4ea38ed",
+ "id": "f75740ef",
"metadata": {},
"source": [
"## 二、Tick上的文本\n",
@@ -515,7 +515,7 @@
{
"cell_type": "code",
"execution_count": 10,
- "id": "b2fa7442",
+ "id": "f61f3f0b",
"metadata": {},
"outputs": [],
"source": [
@@ -529,7 +529,7 @@
{
"cell_type": "code",
"execution_count": 11,
- "id": "9dc608e9",
+ "id": "b0b8afdc",
"metadata": {},
"outputs": [
{
@@ -560,7 +560,7 @@
{
"cell_type": "code",
"execution_count": 12,
- "id": "c01a097c",
+ "id": "5dbc3a9e",
"metadata": {},
"outputs": [
{
@@ -594,7 +594,7 @@
{
"cell_type": "code",
"execution_count": 13,
- "id": "16225bd7",
+ "id": "ca182aab",
"metadata": {},
"outputs": [
{
@@ -642,7 +642,7 @@
},
{
"cell_type": "markdown",
- "id": "05250801",
+ "id": "d5183967",
"metadata": {},
"source": [
" \n",
@@ -661,7 +661,7 @@
{
"cell_type": "code",
"execution_count": 14,
- "id": "c7d3b59b",
+ "id": "d875a6c7",
"metadata": {},
"outputs": [
{
@@ -701,7 +701,7 @@
{
"cell_type": "code",
"execution_count": 15,
- "id": "5b2f91cc",
+ "id": "85ecedf3",
"metadata": {},
"outputs": [
{
@@ -737,7 +737,7 @@
},
{
"cell_type": "markdown",
- "id": "54af9992",
+ "id": "a14f2154",
"metadata": {},
"source": [
"#### b) Tick Locators \n",
@@ -755,7 +755,7 @@
{
"cell_type": "code",
"execution_count": 16,
- "id": "fba07f9f",
+ "id": "f998a3e7",
"metadata": {},
"outputs": [
{
@@ -799,7 +799,7 @@
},
{
"cell_type": "markdown",
- "id": "e40cba16",
+ "id": "b548157c",
"metadata": {},
"source": [
" 此外`matplotlib.dates` 模块还提供了特殊的设置日期型刻度格式和位置的方式"
@@ -808,7 +808,7 @@
{
"cell_type": "code",
"execution_count": 17,
- "id": "68524e21",
+ "id": "814b1ab8",
"metadata": {},
"outputs": [
{
@@ -846,7 +846,7 @@
},
{
"cell_type": "markdown",
- "id": "2e7febce",
+ "id": "e348e23c",
"metadata": {},
"source": [
"**其他进阶案例**"
@@ -855,7 +855,7 @@
{
"cell_type": "code",
"execution_count": 18,
- "id": "e1c8c5dd",
+ "id": "8c966c6e",
"metadata": {},
"outputs": [
{
@@ -920,7 +920,7 @@
},
{
"cell_type": "markdown",
- "id": "373794a6",
+ "id": "4c69cc53",
"metadata": {},
"source": [
"## 三、[legend](https://matplotlib.org/api/_as_gen/matplotlib.pyplot.legend.html#matplotlib.pyplot.legend)(图例)\n",
@@ -983,7 +983,7 @@
{
"cell_type": "code",
"execution_count": 19,
- "id": "ce038c0a",
+ "id": "f4e98e9f",
"metadata": {},
"outputs": [
{
@@ -1011,12 +1011,12 @@
{
"cell_type": "code",
"execution_count": 20,
- "id": "1ed2989a",
+ "id": "882010c2",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
""
]
@@ -1047,6 +1047,17 @@
"# 为了保留之前的l1这个legend,所以必须要通过plt.gca()获得当前的axes,然后将l1作为单独的artist\n",
"plt.gca().add_artist(l1);"
]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "cd3cb6d1",
+ "metadata": {},
+ "source": [
+ "## 参考资料\n",
+ "\n",
+ "[1.matplotlib官网文字使用指南](https://matplotlib.org/stable/tutorials/text/text_intro.html#sphx-glr-tutorials-text-text-intro-py\n",
+ ")"
+ ]
}
],
"metadata": {
@@ -1102,7 +1113,8 @@
525,
567,
630,
- 643
+ 643,
+ 659
]
},
"nbformat": 4,
diff --git a/build/jupyter_execute/第四回:文字图例尽眉目/index.py b/build/jupyter_execute/第四回:文字图例尽眉目/index.py
index 8e0e0ef..944de7d 100644
--- a/build/jupyter_execute/第四回:文字图例尽眉目/index.py
+++ b/build/jupyter_execute/第四回:文字图例尽眉目/index.py
@@ -612,3 +612,8 @@ plt.legend([p3, p4], ['label', 'label1'], loc='lower right', scatterpoints=1)
# 为了保留之前的l1这个legend,所以必须要通过plt.gca()获得当前的axes,然后将l1作为单独的artist
plt.gca().add_artist(l1);
+
+# ## 参考资料
+#
+# [1.matplotlib官网文字使用指南](https://matplotlib.org/stable/tutorials/text/text_intro.html#sphx-glr-tutorials-text-text-intro-py
+# )
diff --git a/build/jupyter_execute/第四回:文字图例尽眉目/index_30_0.png b/build/jupyter_execute/第四回:文字图例尽眉目/index_30_0.png
index eb88199..3d3509d 100644
Binary files a/build/jupyter_execute/第四回:文字图例尽眉目/index_30_0.png and b/build/jupyter_execute/第四回:文字图例尽眉目/index_30_0.png differ