mirror of
https://github.com/jsvine/pdfplumber.git
synced 2026-08-29 16:40:24 +08:00
b904dd6a7c
Just a few small changes required, after five years of not being updated. Each notebook also now prints the pdfplumber version it uses.
522 lines
319 KiB
Plaintext
522 lines
319 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Demonstration of `pdfplumber`'s table-extraction options\n",
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"\n",
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"This notebook uses a [report from the FBI's National Instant Criminal Background Check System](../pdfs/background-checks.pdf)."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Import `pdfplumber`"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.6.0\n"
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]
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}
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],
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"source": [
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"import pdfplumber\n",
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"print(pdfplumber.__version__)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Load the PDF"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"pdf = pdfplumber.open(\"../pdfs/background-checks.pdf\")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"### Get the first page"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"p0 = pdf.pages[0]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x10513dc70>"
|
|
]
|
|
},
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"im = p0.to_image()\n",
|
|
"im"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### What data would we get if we used the default settings?\n",
|
|
"\n",
|
|
"We can check by using `PageImage.debug_tablefinder()`:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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CIIic0e/3n29qmrt9e2/Sg2p+qHplfBR+IRCY2dx8naZdH4nEGhv54a/hMf+wx5PVZBiUu5I0/yfbyIbjk4XYaP5cKGT4UTFN0/BHwhRdNzO454/pr6vLsCaBIAiiiKFFsQRBELnkk2AQAGY98QTuYUtFPdEo7qns6Bgcf77e7/d7olFPNIpjX3b85Hi83+9n/zzRKL/g1Qyujg62cZ2m4VN8a5Hx4JSP8PHZPD/fvd/vH/F4KsfTAADTNI3/G0VKfMuX8yN4tkY28ykEQRBFCQ3oCYIgcsmIx8NM2XHPJZ+v3+9nT+LLYrGZzc3XRyI4/I01NrJRLO5hx8964okKXWfHz4hEkh+0Z2Zmc3OFrjMz+Pi6dQ5G5qlSlOs07fSjjyZPkf8sELg+EsEsz4hEcGFuOi4EAjeEw5WqWhaLzYhEbgiH2a8jgiCIUoOm3BAEQeSYWGOju7GRfyT/0Y4dzJSmLBYb9Ho/CQZxdBtrbJytKIan16cfffSGcHjBffex43u3bev3+1M6w2RIQ83dd494PJ8FAvw0dPuRedz79wOAwemSzbNnophl/bHHks1/DJwLhYY9nuqtW5NLiSAIoqSYNDo6KlQgGo2u2rBxd/sloSoEQRAEQRAEkW/cvunm4cHP5nN/hhWB8AG9z/cnd9eJT2tXPhIWqpN7Hh7/S2/R55SwAFUPEVCpioBK1XFKoUhLIY/yoVIVgfxS/e+3vT86Ojx12bL2doEqYgf09fXwk5+MPaF/OFjMNZLPXXHnlLAAVQ8RUKmKgErVcUqhSEshj/KhUhWB/FJ9OAitibEn9PX1IG5ML3BAz9IdjUbX3rH+09qVAHBn985XazYLksshyfkq1pwSFqDqIQIqVRFQqTpOKRRpKeRRPlSqIpBfqiy+5+T7Z2Zez6bciBvTy1gUWzY6MqO7EwAmX77INooMlq/Jly9OGhm+OHkyAJSN9FdqR3KdLiIvYJVh6shI2ejoQNkUtmf6747mOl2FDSvD60aGymD04nipVlKp2oOV4dSRoTKguuoMWIDTR66MTJp0uay8bKS/UiuqIsUcTRu+MgLjeaRqYw/+ZqQmzin4Uh2a5gLx49Kx8eGVy3M/+UScCkPGgP7SlKm7D8cB4HwQng/HJShKhuVrfbC+UjuidSwFgIvB6Vp4aa7TReQFrDIsDnaV/e5y9H99BgB/+ptp0X/+LNfpKmxYGS7/jytn9nZ3/q8TAHAxNKdTOZnrdBU2rAyvv2f1F+KfvP7aJwDwpy3Xvb7jQq7TVcBgAd657vrhL32pK9xyMThfCx/LdbqcBHPkW7n0ypduPvLUy4n7Z/3rUz25Tldhw8pwxf13Tfn9B++80A0A/T+c/c5Pu3OdrsKGleFND6ybce6UnHEpiz+2KFacDAAI9aFvb4f6+qsfi3gG2CPhq2ssACAYDIfD5IVMjBEOB4PBq1X/h38z7af/fDGH6Xnv3SPP7nzq2Z1PJRKpW7EJD8gHfvrPF3/4N9Pw41+F5vwP5azkNLx99P2f7/zVs8+/EI/3G77Se8+9ffR9M0G0k394++j7eu85AQnMmv+hnP2r0Bz8+NCW6x7b4ZhB2ftHj/zqX56K/GZXIn5Nveo+0ZVVnHO9ve8fPfLWwVYW8Ff/8hTbc66313xK2MHdJ7qyOtECj+249NCW6/BjMDg/HD7lYHxV7VSUlubmvbGYsRIimtbDH6/rfQ4mAADC4VPB4Hz8+P37Z/38qY+dlTDDO0eO/fKpZ3/51LPxeAL39J5J3Syc6LpmZByPJ3751LN7X37NEDDd6RL4+VMff//+Wfjxez+c/fRPzbYSb7937Klnn/317kg8kTB81fWhqZ8EyYfFE4mnnn12z2vXFNHb7x177be/PXNu4oSxJD317LOYpLffO5byRPPSZnQNPP3Tc9/74Wz8KGFcahgfFuocekbpuNz846rOskv9F2un02ieSOb+VU/BxdE/fWlFbkfzAPDszqcq3Z7+eCwWiy1c7PvKsuWVbvdr+15eumz5TQsX8wdUuj0ul7tm4aKbFi5+dudT6zfc/d6778yeO7dXP+3xfK7S7f7KshW5zcv/967u8iuXLi5eKn80DwA/3/krj8sVSyQ8Ltc3N9zxwr7XV9661LfwxjcO/WsskdB7zwb/fYDtTMQTp8+e+9LCmjO957608MYzvediif5YIlE9Z/b2f/rF3Xc2/puVy3wLb3xh336Py+VxVcYS/R5X5cpbb5GfKQD4j//206nDQxe+tNzB0TwA/OpfrtarOzbe9frel5cuX96fiO/47z/9y+DmLy1Zcuydt+/YePf7R4+cPXNmasV1U6ZOcbndNy5czI6sWbQYAN462JqIx/9w4kSlywUAlW7PnHlzI7/59R0b765ZtLhm0eLIb3axsIl4PBGP37Hx7tf37nG53betaQAA9m33ia6aRYuZdOOGjctW1nWf6GLHvH/0SCIed7ndt9zqZN1+aMt1n/v9Ebhu2lOHHf6ruKK0uN2ueDzhdrsCgYZIpNXvr43FBtgev79WVTu3b9/5i19sVdUPfL4F0ahaV7dE03r8/lqfb4GDKQkG50/74PjotOmPvXa9g2HN88unnnV5KhOx/lgstti3cPnype+8c6znD38M/c1/3vvyaxvvWr/35dcWLbpp0eKad44c++//7ecNDV9ds3b1osU1/Lkb775j7rw57MiDrW/eumLposU1e19+bfnyr7AjJfPQ+s8mXRzoX/QV86N5AHjq2Wfdla54f8Jd6fr2pkA8kdjz2usrli6NJRKP79jx3Xv/conPd+S99+bOntN77uzUqVOnTJnirnSt/MrYtIK33zv2+I4df7FuXfW8uWu/+lVDzLvXr3dXVrKArW+9efZc31+sW/elm2pQovfc2RVf+cq82bNTJulPsbhv4U0rvvKVI++994ePPnrwP/2nPa+9dvf69Xtee21xzU0shT/Z+lDHu++tWLp08U01Bul5s2ezI1vfenP5LUtRlx1pkr/5d59OvjIoc1wqx+VG+JQbRXl71YaNu8PF70P/as3mSu0IzbQhUtJa01D2u8v7//lCrhMyRiIRP//xxx6Pp/L2P39t38vHjr792r49P/g/tg6NDA0ODlYCJBLxRCIBc+ft+OfHf/bzX354smv2u++8tm/PTQsXXbly5frrP//avpd/vfuV3Obi5dn3zOzt/kA5kdtkuN2uF/a9rh59P/LK61+7/d9MmjRJO/EH36Ibcad/+Vfcrun/9z/+InjPN9WjxzzuSgDQe89duHGBx+367MKfEvHEs8+/EEskOnrPDV0Z/rMvznvhldffiPwqJ9nZ/bmvfyH+yb4domZ8utyu1/e+/P47b7++96XQ3/6dy+3+8OTvr7/h82/9tvWOjXcfO3IEAAavDFZMqXh9755v/uV97MhHHv+nN3/b2h+PdZ/oGhoa+qst33/rt603LV50y60rXn95z7kzZ+bMmxf5za7+eOz1l/e43G4AONd75t2OjnnV1e/3ngGAs2d68ds58+bNnut1ud1/uvDZq3te9Hg+x47p7uoCgNf37vnVnn0OZvmxHZfuXLd6uOZLXdDiYFgej2d6JNLa0XE8EjlQX7/E7Z4WibS2tj5dXT3L46k8evT3sdjA9u3P+P21r7/+rzNmuCKR1m3bnBzQh8OnfCtXXVlw8xF42cGw2ZKIJz7++BOPx+P6c1evfq73zNkTXd2v7HnV7XLF44l/fPznv/jlP86bN3t4+IqmnTh48K2f/uzv586bM9c7u+XXu5cv/4rL7TrY+iY78tblywBg78uvvfv2e6/seY0dKTk7byz4zpTff2B5po3bVQkAe157/cixY3tee23rD37gdrl+/+GHn59xfeubb7FB8OXBwakVFXtee33fr59jZ3nnzrly5cpnf7rwYU8PALAx/bzZs3+9O7LiK19ho3kWcOWyZewUfo+rcrq7shIAzpw7p/ee/dJNNW6Xix0WT/R/fP6Tz3nc7srKM+fOnek92/Vh957XXne5XPFE/0937Pj7h/7W7XK1qR3HNW3Pa6/944//ft7s2bz0gTffZEeu+MpSXpcdabJYXqn61oxzp2SOS1+ae+/w4Gfz28X60AucckMQRH5yrlefPde7oKbmlltXuFzu/nhsztx5q1b/+Scfn3v/6JErV66wA2oWLu6Px9jEm5sWLn7z0IGvLFueSMSvv/7zt9y6ombholznI/ec7j2nnfgDAMQSCe/c2Y1rbkv0X/QvW+q/9RZ+JwD4ly2tu3Wpf9lSNrvGv2ypb2FN/8UBt8s1deoUdjA75pPPPvMvW/qlhTflNGdCOHdGZxNs+uOx2XPnfXVNww1Vs10ud8WUCgA423uGHbZ0xYqKKRVLV6yoWbQYj2RnLV2x4pblKy989hl7YM/AuWE3LV6UiMe7T3YNXhlcumLFjYu+9Nn5T5auWHHL8hXdXV38twAwe+5cJn3p4kU8hqnzwfMfXe9jk2ri8YTXO3vdujoAqKtb4vPNBwCvt8rjmX7lylA8nmDTcr74xTmx2ICm9WSYpVOgnNXPzfHOrqm58dYVS91uFwAsXHRTy6//f7cuXxZPJBKxfjY7bu68OZMnT/nCF6rX/PkqduLcuXN++rO/B4CWX0f4IwEgEeufO28uHlkonDl3DueuxPsT8+bMaVj11dmzbnC7XFMrKgDgzNmzALD8lqVTKyqW37J0cc3VJ9zzZs+ePKX8thUrVyy95UT3WJC5s+f844//HgB+HYlgQDyF37P8lqVsBK/3nn3n/WPx/n5M0rzZs29asAAPWFRT8+tIZMVXliYSiXh/Ip5IzJs92+1yDV4Z5OPz0nhksi5BA3qCKDluu71h07+/Fz/WLFz84ckTh9t+u6L+tu9svr+yspIdcK5X//Bk15w5cwHglltXJBKJ2XO9Lpc7dwnPO9bdflvjmtv03rO+hTf9/mR39OBbN/sWbf+nX2gnuwEAd1ZMmWI4sfn5FyKvvP7NDXfEE4l4YgAA/MuWKjt/9cIrry+qcfK5aV7x1YaG2/684dyZMzWLF3ef7HrzYGuly5VIxPsTiddf3pPyFP7ImsWLd/z3n/7u2Luu8Qd+z/7LU/+f+//jbWvWso9svM6G6ZFdv35970v/9uuBZ//lqdf37rnjrq/z344dn4j3JxI3LlyEx0goBMdpbPQ3Nvp1vc/nW6BpPfv3d1RUXFPfYrGB3//+j5rWU109CwAGBi5pWo/HM93jqcxRkkVxe8NX//LeTfyeW5bWHn3n2JqGr/bq5052nZw3d+whblkZdHZqB3972OV2AUAinvj7hx87ceLkxrvvMBy5aHHNiRMn8chC4c9vu63hq7exWeaLamq6Pvyw9fCb7srKeCKR6B94+fXXM59ePrn85888s+e11+9ev57tifcn/utj/63rww/vXr8eA06ZMjbLI3kPAKz8ytL7v/MdfHD+57fd9u1NAV5laW3tkWPHGm77Kvv5MW/OHACIJxJVM2/ABBuk+SMNWbNfaIWO8Dn00ejYi6WEquQDvMsNQRhgLjf7/9eFXCekqGAuNx/8rxxPucmWn+/8lX/Z0lxNkZ8Q5nKz7zXhJmvi+NW/PLV0xQpn58HbBF1ucp0QgaDLTa4TUjzwLjeEU4y53Egcl4653Ohip9zIsK0kCIIgkG9uuMPjKqSnfQXHHXd9vZJKmCCIUoKm3BQeM+7MzuUtP4Vmf92Z4E7FkRlZGr57a4teUT6fv2e1zQjeubPd7iz+QGxfMc/xf9d/cP8EcwCyYvbcuWxdbDqWfXtZtnaZBceMO+/IdRKE82eBf1P0ivKZ+1eyp6TP/16DZMWiJO+e0O9tbk7E42sDgSqvFwB6NK3K6630ePCA5D2MTlWdVV1d5fX26fqBSITtrPJ61wYCkIpOVQWAWr8/XcC8ZXCwGISGhvIrjszI0rhyRVZdyZ2ifAavXCl6RcmMDI98el7qDJ+hoSv9efyaBUcYHCzyagO5yGNJlKr0BmeoCLrbPCC/ntDvbW4+3tHhcrsf/eu/BoD+WOyZ7dvVaLQ/FuvTdX4PAPRdOxtpTzjMfgNUut1L6uoGYrGBWGyBz4dH9ul6n66zUH26fvHiRUNAAOjRNP7IHk3rj8XYhsxyIAiCIAiCIAiT5NcT+kQ8PhCLzaqu/tYPfgDjA+ujBw8+ryhVXm9DILDA5+vT9eP/+q97m5srPZ5av/+eUIgdOdvrZUHY/uMdHezjf7n7brYHADr279/Y1NSn6x3798/54he/uHjxdI+nT9dPaVqfrv/ovvuqvN7pHs8Cn48deUrT2J5TmrZg2zY7WVMUiMXA4wGvF9L8zQAAQFXB74doFLxe8PmyCB4KXbOR+bBsyerEaBROn4Z4fIKc8jQ3QzwOPh+w303sxGgU2tpgwwbw+7MIEgqNbQBALAbbtkEkArp+Nf2KAj4feL0Qi12NbD6DinJNvpJPZFcwK57d+dR3Nt/Pb2Q4xj7mQ715qPXs2d7+eGz2XO/6DXc5or77f+7qj8dqFi7uPtkFACzym4daZ8+d99ah1ltuXeHUy6p+vvNX39/8H/iNDMc4KDchbxz6V733bCyR8M6d880N6xxRZx72voU3aSc/BAAW+Y1D/3pYPbLha2ucWn37q3956j/85/v5jcyHOSVnhrcOtjKb+dnz5t2x8W776gDAXO1rFi9mdpYs8lsHW4+0/+ufr7vDqRW3itISCt3Db2Q+zCk5M0Sj6unTH8fjCa+3KhBYa1n0l089+5/u/w6/kfkwm2QV52Drm2d6zyZi/XO9szfetd6+OgD8ZtfuRKx/0eIa9j7aud7Zbpdr7rw57E1Vy1c445zx1LPP3v+d7/AbGY5xUG5CDrz5Zu/Zc/H+xLzZs9Ekxya/3h2J9ycW1dQwG00W+cCbb3pnz2FvmMK3YjlIp6qyp73zfT4210ONRqu83gXjg7MWRbnH2qBKDPk1oGdFtre5uT8W8zc2LvD55vt8/+aOO6pvumkgFuvT9bWBwHyfb3J5OQBM93haIxFWmgcikdpUwyh2MdiRDYFA3bp1awOBFkWpWzfWjzIJf2PjgUikIRC4JxT60X33XYzH2ZFqNNqxfz/+HrAJG6NHo8AmBHk8oGngdsMnn8ANN0A8Dm43HD8Ofj+oKng8WQzoAUBVAQBiMdA0YH9vuHwZbrgBAKCpCZqbweOBWGxsQ9PA44G6OujogFAIFAXYdNOmpglUDClnsI/4e0fTIBQCTQNdB0UZUwHIJMFKl50IAIoylqM//hE6OkDToKnJKB0IgGGSFF4ithGNAv4J5513QFXHMssis3MxYZcvX5O7xsbU2Y/FAGAsLBYpKz12+aqrQdOgo8NseSLvvXsEABKJ+Icnu9461AoAg4OD18+8gX3rcrmZ0/bu/7nL5XJ3n/y9y+W+5dYV7x89AgCVbg8A8DaUJnlt38sA4HK5uk92sSBMq/vk77f8zQ8BoPtk13c23//hya5zvWcA4NmdT9kXXbpsOQB0nzyBv2EA4Ni7R1wn3QDw/tEj3SdPMGdMTNj6DXdZ88p8++j7ABCL92sn//DGoTcB4PLlK7Nmjr3G0u12xeL9APDs8y+43S7tRLfHXelftlR99xgAsEWr3/nWN7MVfWHffna6dvJDXPnK4v9fD94PANrJD7+/+T9oJ/9wpvccjDve2BRdeetSAPj9yW78DQMA6tFjp/63rr57TDvZ/Z1vfdOQsG9uuCOrefwMdvUT8Xj3ia63ftsKAN/8y2+/8JtfX60/blciHo/8ZpfL7eru6vrr//OHzHCGvS6KHRb4y+yqzet79wAAe5Mre90sajEJAOju6voP//n+7hNjddW+KAAsXb4cALpPdOHPGAA4duTImY8+OnbkyIddJwJ/eS+mrburi70BN/Pc/ZSoaicAMG/4aFQFgMuXh264YQYANDVtbG7e6/FMj8UG2IamnfJ4ptfVLenoOB4K3cPeFMuOzEo0EjkAAB5Ppab1YASU2LbtuwCgaT2h0D2a1qPrfYrSYkf0nSPHACART5zo6j7Y+iYADA4Ofv6G6wHgL+/d9Jtdu91uVyKeYBsnf9/tcrtuXbH06JFj/+n+77DXuLIjs8rj3pdfAwC3y3WiqxsjoMT/8cMtAHCiq/s/3f+dE13dvWfO/vKpZ+2LAsDy5V8BgBMnPsSfMSfj3S53NwAcPXLsxIkPWelhwjbetd5tyRPz7feOAUA80d/1YXfrW28CwOXBwRuu/zz71u2qjCf6AeDXuyNuV2VX9x/crsrltyx95/1jAOCudAGAwUfSDHteew0AXC7Xie5uFoRpdXX/4Ydb/hoATnR33/+d73R92K2fOwsATz37rH3RFUuXAkBX94f4GwYA3jn2/glXNwC88/6xE93d7C1amLC719/htrcyHgd+53T9QCRS6fF0qmqPxwPjY8uhy5fVaLRH0xb4fP504waJ5NeUmw9Utcrr/fFzz7GCYzu1o0cHYrHp1w7f6tat+8Gjj27dsYN97FTVdKVpODIr/I2NH3R09Giag5dq27axsSZ7Gu33w9SpY2PQpiY4fx4Axkbb1sBfAufPg98/9qw6Hh8bAeMGOxLBIzOj6xAIXE15PH5NQAPsAuJXGSR8PvD5wGDo5PHA3LnQ2Dh2lqHQkhVZEH6jrg7GF1NcczxfvMEg+P1w6pRRIiXsl9Lp06Cq12QcLx+ea7I8k3G73DULFwPAZxc+W7pseX881h+P4YiW38YxLjvMgta5Xn39hrvYk/JkLZ5j7x5hG/ZFb1q4+KaFi8/1XnOx2e8TALjt9ob+eOzNQwfO9eqYMPvO9x5XpW/hTQDw6Wefrbx1aSyRiCUS39ywjr2xld9Gq2l2mAUtvffsNzesY0/Kk7V41KPH2IZ9Ud/CG30Lb9R7z/I7Pe7KebNnfe32r7KY0YNv6b1nMWEWRvM8LrenZvFiAPgDu0zLx+rPHRvvdrnduMEOrsRqs9xKtTl35swdG+9mj8mTtQwHs0G8fVEAqFm0uGbR4nNnzvA7XW73rDlzbvvzBhbzrd+2njtzZuyNVMuXWxjN83g8lT7fAgA4f/6C318bjycAIB5PBAJrPZ7puAEA7H8GHpkVut4XCKxlb6RK1jIczH5y2BcFALe7ctHiGgD49LPPli//SiLWDwCJWP/Gu9a73C7cAAB+jItHZkWvfm7jXevZY/JkLcPBR48cc0QUABYtrlm0uKZXP4d72O8TAFjT8NVErP/QgcO9+jlMmLXRPI/b7VpUUwMAn312YcXSpfH+RLw/cff69WyMy2/jUwZ2mAWtM+fO3b1+PXtSnqzF886x99mGfdHFN9UsvqmG2eoj7PcJADTc9tV4f6L1zbfOnDuHCbM5mudhT5N7NG26x7Okrq7S42EP6S+cP1/l9VZ5vTZvfKcQ/oQ+FFrpHmr7NAiPhCc++Ga//9G//uu9zc2zqqvZbyOX2937xz9+1teHj8ldbvekSZM6VbVTVWv9/gU+H/t5lDLg2kBAeeghdmQ6UZfbrUajG5ualIce+l4k4m9snMZdG/ND+Tu7d5aN9F8MTg+HgykP8PnGRn51dVdHe+yhb+za7sbtBk1LPXMjGAyXJS6OBKcZVNjBHR2gqqDrKcKyOT9e79iG3w+RCIxPUzImIFmIPTUfHb36QJqd4naPBeSzyQ5mPy2YCh6PwcvPXxy6Nhdu99W5N+zj+fNXz0outHRxDCnZsQPefPOazLLixWLxeGDePKNEysg4dYdlEKdRJZde8p6G7lYYGf3T30z76T9fTE4qm2fy/tEj7737zrlenT2Px/dfPrvzKbZd6faw7aXLVry+b8/suV58k2syP/ybadf1772USpE9Fx8dHX1251OVbg8GwfjssJqFi9mRbEhds3BxZtEMigYq3R6ce8M+dp88gVleeutKHIGlyx3jrnMt5cOXLobm/A/lbPK3bKqJ+u6xjnff13vPsufxifFRyM93/ort8bhcbNt/69IXXnm9eu7sWCKRSDNY+avQnLL+V0ZSKbLn4qOjoz/f+SuPy4VBMD47zLfwJnYkG+L7Ft6UWTSDogGPy4Vzb9jHDz47gTH9t96CvxbS5Y6x6U8vTR0eurDlusd2GH2a2e+uY0eOHHvn7XNnziTGbxhcYPqrf3kqEY/PnudlGwBQs3jx6y/vmT3P2x+PpVyH+tCW6yrP/uZ/vzDnm0kzQdhD8dFR4B/M94/XVZRgKuxg1rNmFn1oy3XTPouc/+caxUSvVOn24Nwb9vGz3/0OY96y/GpdzbDK9qEt1/3fw23QPe2pVN/6/bUA0NFxXFU/0PW+WGwAANj/DEVpicUGvN4qtuH310YirV5vFfuWPxIJBueXJfaNBOeHw6cMXylKC4w15i1utyseT2AEt9vFJNhHn28BO9jjme7zLcgsGgzOnzZyeLRn+mOp8sjmmRw9cuydd4716ucS478f8IBfPvVsIp6Y453NNm5dsfSVPa/N8Y69kyjlj4fv3z9rSv8rV+6f9fOnPjZ89cunngUAGB1hD9oTsX6M4PJUMgn2cdHiGnawy+1atLgms2gGxWRcnkqce3Om9+yJEx9izGUrr/5UyPy76Gs9z04aGej/4eynf3ou+Vs2z+Sd948dee+9M+fOsefxeJs/9eyzbI+70sW2ly+9Zc/rr8+bPTven0j37OB7P5xdPvDKUCpF9lx8dHT0qWefdVe6MAjGZ4ctqqlhR7Ih/qKamsyi3/vh7IoLLw6mySOPu9KFc2/YRzZ8Z2H5XwuZn4z8Rd/zk4cGTY5LAcDldrcoCmtbejTtnK736fpALMY+ssnhmedxfL131+jo8NR6aG83pWgNsS+Wqq+Hn/xk7MVSD5suu/yhT9d3bt9+dzA44ZSbh4PQDmMvlgoGw+nG9DZhkaev7Ro4sNiaSnMz+HxXJ5/YFzIZMDn4zL/oOv+KxVw4FYfNCEq+tk6lkA/YDvXsxVI/NDHeTcfu/7mrZuGi948emXASPFO56d8t/PD/PWle0Xx8pxTt8MO/mXag/2b2Yqm/MjHeTcezz7/gW1ijvntswknwTMW1qT6xu928ovn4Tina4a9Cc178eCF7sdRDqcb0Zoj8ZtdNixcdO3JkwknwTGJlcOX/9W//j/ZD3zUvZ14ipeKSb93864eaf/3/rLKWQQuK7MVS9dCePMI2SXPzXp9vAZv0kvnIYHB+OHxq+tqGgQOtwVRjevsSKRXZi6Xqod3MeDclv9m1e9Gim9ikl8xHfv/+WT9/6uO5G1f07j3yfXMj7GwlnFK0zPfvn9UO9ezFUt8zMd5Nx693RxbV1Lzz/rEJJ8EzlZn31Z1/rsO8ovn46RSrN68+vbPNTh6zUnxj4Bb2Yik549KHg9CaGHuxVL3IMb3AAT1LdzQaXXvHHfqffRkAvt6766W5WU9kzCHDQ0MX+/tdn/tc5sNYvmb3/qH88qWP508HgA29rfvmOuyrijE9H12MfXGaNZWRERgagooKx4TMBEwZ/HOnL/6p2mIunIozNARlZVB27bwzp1JoCPj53ouTL4/2fuFLAHDXuZaXZ1tZ3zYyMjI0PIQvrk8Hxr9e//Az703mFU3Gd1DRMiz+zLN/qBga/PgLCwFgw9n/uW/Ov7cQamRkdGhoqKJiSubDML7n9B9i1TeaVzQZ30FFy7D4Hr1n6sjwWF09+5uX5/xltnFGRoaHhoYqKqZmPgyDz+ztPlV5g9vzOfNyJiXSKX5e//DMTO91102zlkELinP/tzZcMfXTuV/Y0Pv/7pv77yyEGhkZGRoaqpiotcX4no96Yl9cwO9xSiKd4qxTHw5PnfrJnD/bePb5vXO+lVWQrBKA8T/3v7v/9IUafo9TEg4qWoPFv+HsHydfvtxXvQgA/qLv+VeqBJYqxv/cme4/zasxr2itSPn4M3p7LsxdYF7RMiz+9WdPTRkelDMuZfFn6d369Z6ac+dgfGwsAhmLYstGR2fpHwJA+dBltlFgJCb4Ic7yVT50pQxGZ+hDADB5CNiGg2DMqSMjU/948Ur5FBEqKDRl6ErZ6EiZ09nhg0+yEdypOBIis9MnD0EZjN5w9g8AUD50mW0IgsVnWZhc5IqDZaOjM3r/CACThwbZhiBY/LH7orgVh4fKYPSG3m5g5dwr6rXzGHzqlcuL/nTmSv8nQuWuURweXPDxqSvlFdIUy0ZHYfDy507/cfLw5c+dFnkRx+NfNzI09Y8fDk6eIk2xDEZhcPDzZ05NHhr8/JlTAhXH408dGbruo5NXyqcUq+LkoStlMHr9uVNsD9sQp3j9uVNjDY50Ral5HB4sGx2tGh+XVokcl7L4U4YGvZ9+Kk5lTEu0AABcmjJ1d/slAPg0CLvDwv++KR+Wr/XB+krtqNZ+CQAuBqHT6ZxiTF/d1BHfsq5wuwgVFFocrC/T3nU8Oxi8vOtYZ/tFy8GdiiMhMleeAqtHGkXnr2BeKXo33TxD/7CzqPMoX3HGnfO/EOvrfGtAtCIGX3Lb9DPXzzv/yodyMggAtfXTLnhr9N0fSFP8sn/q4MKbjz75SuKBme1PChxeY3z/ui9eWbREqmLjF0e+fKu4vgmR1hvmXLFEOg7H+/HMivI7Du+mmwcHP/uCOBkAEDqgb29nc+jHPmaYq9SiKOyVrrypZ4uiLKmrc8QvUjSPhOHhIKDbajAIYXOzsmKxWDgcrqur6+joAACv1xsIBABAURT2Udf1WCzm8XjcbveKFfFvfvM7L7zwOfMqkUhE13UWNhqNaprmdrubmpqam5vj8bjP54vFYngAHhwOB4JBwL8IpRPC4wEAgwAAC84Sj5lCxXC40UxwBl8ObCMWi1mIg+Xs9/sNxc6KNxQKoZbJ7E+ItSxbgM+doih1dXXhsF+OItZbpwptQgylGrWtyN8jKSuG49cx5V0JAEylsbFRURSmHg6HxJUqZtbn82H9CYchGISXxCgihiJFCWnVJoeKWx6YuePJ80Ikx9nx5HleRb6iuAYnHo+z+yUcbhJ6HdM1qvJrjoRGFVshVqoSFLMdbNjHwY4D2+dQKMTXk+Ra2tTUpCjKokWxO+/cfHzcAUjoHHqxtpXt7RAKrbx9qC3DaL4/FgPuta89mtaiKC2Kwgw+mSc97nzu8cf3Nje3KMre5mZm/8n29ye7isjlkTDc2b1zzcjhrOoHG/iy7bq6Op0zbmQfQ6EQqzfxeDwUCq1d+2wwCGtG2hq6d5pR8fv9oVCIha2rqwsEAvF4nOmGQiFN0/gD+O1wGBq6d64ZacuQHTyePxEAcPDNPrINVMTgq4cOmSkrvli8Xq+1OHw58x+xeA1aWaUwg6ghqdlWD/NC+LMKd5q5gvYVGWxbqCIvzZfqht5dq4dsKfK1N2XFSHUdHVPEu5JX4dXFlSpm1nA1w2HYdOHFVVcOiruOhiINBmHVlYPfOL9bWrUJBmH10KENvbtkKt4+3Pa1U2HRY2sGG2GvGTksX9Fk35QVWEX5XoyVqvne0JqioVEVp8hLy+k4EEOpSmjGkwcbNnvbCXGw4zD0Dth4pqyl7OBXX52zoXfX1z/ZK3Q0DxJ86BXl7UPlqzOsI2b+/B+fPs2M53mDz2+FQrV+vxqN8jvZM/uNTU09mob7T2UwD5fFqzWbD5atyqp+eL1eVgPYg2fcjx81TeP7WgAIh+Fg2erWms1m4rvdbkVRGhsbAcDj8cSSfvbwB/DbANBas/lg2eoM2cHjDSeyut7R0REIBNhG8rmtNZvbym+fsKywHDCU2+2ORCKYEZNxsJwNH/niNVwCk5HN05p99TAJZicSidRx7y+Y8AraVzRcYnGK6dg39962cluKfO1NWTGSq5zNPE54VxruekGlipk13B0AsHvGNw5PWSPtOobDcHjKmhdnZv36HjuKbeW375Po0BAOw6HJq9+YL8T9LCU7njx/sGyVfEWTfVNWYBU13C9Z9YbWFA2NqjjFdIjrOBBDqUpoxpMHG872thNip+Pg22e+8UxZS/HgfXPvfemGjUJH85APb4rt03U2zaZFUQDgA1VFg8/WSKRP1zc2NfE7B7iax+8vaDweD/sbjaqq1dXV/Md14y+1VRTF0O9OyNatW30+n6ZpPp+P/cmJxYzH4ywafwC/nVVwRVHwRD54JBIB7lG9hfRjOWAoNkfIb2MiFith3MbiRS3LkZOxkGU71NXVaZrmSfmWLzEYLrEcnC1VrMaxWCxlxQAAm1Uug6KqqpMmTXK73XjXJKsXJZJvjRJRLHqwF5OmKL9RBek1R36pZjvYcASnSjVl+8yPK/jylNyYi/WhB4BodMyHXqhKPjC2KLZj0E4QVVV9Pl/m5gMX5YiTAICxlTEdlwUFx0UwdrAQR3IK+YBltqtH9opZX8HCUuTXNtlE6H2RJ4omYYtij7+V4nVFgsBFsdIUcVGsNEVcFCtNERfFylMcXxQrTdFmb5j/iiXScTjb206Igx0HY8LGfGxRLDeDSwS5f0JP8Dj4IDAnEhLSb5P8TyGRE+RXDKqKBEEQRUCeNObC59ATBEEQBEEQBCGOvHhCn9K2kv82eWdxg6ZO6NJ4+vRpdLWzFjOlbSULa7CtZO6T1iKnTHxjYyMqZpV+9IHSNI2dXldXxxtQWiODW6jNyDzWslxYioZLLwGheUyub5arbt4qJiNNLt19JwH5t4bBKpdwhFJoVEmxgBR5C0vDsAo9iAHA6/XKGcLm/gl9OtvKQy+/3KIozAOH7cwfk0rRoKkTei3xpkvWSGlbyVtMGtwnrUVOmXi41jTKPLyzHpaD/XUtKd1CLWR8QhWblyz/FQ2XXgJC85hc34pPMWUa5MhlcOmVIC3/ZqQVsY5TCo0qKRaQYkqD42QtaU1B7gf06WwrBy9frvJ6XW43ACgPPbQ2EMgrk0qhGEydIMk7zwIpDfLQYjKlqLXIKeNYSz/6QOHpyRZ7FkjpFmqwJytE7FeSbElZqQoXR2pXnivmkHQuvRKQf2uU1JUliNIk2Vgcrm1tMph3iyD3U27S2VaeHRwsr6hgT+5/tmcPm5ZTHCaVE4KmTjDutWTfrjGlbaWu6+jlZNlJymDS9PTTTy9btoxPPDvMZvqdtQ5k8FaVIuzJ5PvWiSilDMj3OwNZpcqrFKtiSmkJiLCInRDJtwYhiFKwHyXFQlFEV0p+WMWP1iQ7O5NtpWM4YltpBrKtdDyOhMgl4j5WuLaVJimFUiXbShGQbaUIyLZSjCLZVmYH2VYSuaHEbSsJgiAIgiCcIk9GPrmfQ08QBEEQBEEQhGXy4gk92layj52qWpsfP3ekYbCMRDdAAGD+RwBgwR+Qt07jJTA+W5pm07bSYAjFf0QjSGsmbugJxZLKpvijS1RWiUxOsNfrbWxsxFShvZRTVnrynbkcz8KEFIFtZcp7RNd1rGZC84hVMRAI4M0i/zo6a9iaQYW/nSVnEOQWKdlWiiBXdofFXXNKQdHBmsOPlFLaVrIFhIYDHnUiFxOS+yf0vG1li6LsbW5+t62tT9dbFOUftmx56ZlnDkQiajTKvtrb3FyU5pUGy0h0A0T/I2v+gLx1Gi/BR0P/OMu2lQaTJoMnZnJKzIOeUBiTd4myDJp1GlLlrJWefGcuhsyVRkVgW5nyHuGrmdA8YlU0VDyZro7ShLBUebdcacg3yiSXG8eR36jKr6vya06JKDpVc/iRUkrbSuBaG0dGLObJ/YDeYFtZ6/eXT51a5fVWeb33hEIX+/vXBgI9msa+SsTjRWleabB6THYDtOYPyFun8RIYjfePs2xbmc4SjjeCtGbiluwJldIlKlvQrJNPlXwrPceR7JAFRWFbmfIe4auZ0DxiVeRvFslVUZphK5Yq75YrB/l3N9lWiiAnzryS62opmOcW9N3Bj5RSDkj41saREYt5cj/lxmBbyVwp1WhUjUb7dB1GR1sUxeV2J+Jx9hX6WuY22c6ClpGxWKy6unr//v3MDRCNkOz7A/ISqqpOmjSJRcO5PZZtK4GzhOPNm7xer00jSPSEgnHPKX6PHZIdrERY6Ul25pLskAXFZVvJO67GYjGsZqLzmHyzSHZ1FGHYmpLk21m0IpITo0xCBPLtR+UbLBIicOo68iOllLaVwA2rnBqxmIRsKx3DEdtKM7aPZFvpeBwJkUvEfaxwbSuF3hd2INtKEZBtpRBFsq10mhLpOMi20hFy/4Se4JHw7IFsKwkiGaq6BEEQhAXypPvI/Rx6giAIgiAIgiAsQwN6giAIgiAIgihg8mLKjcGHvkVR7pHl8pMnGLyu0eiULZc2OJtak+D9dFP60Gdr1IpWsj6fj/eUTenybs13Fs/SNI3FRBMxO67AfPYNJrKF6EOPpaTrurU3CVimyEya8ZLFYjEsScvvZ0gHHzCl871k0/SC9oQmxZJCWoOTw0aV7sc8VzT40EOqEVTyS0XkjGhz/4Q+2Yd+6PJlZjaPlvPPPf44M6FnhvRqNIpfHXr5ZbYn1/mwhcHrGo1OUzqbWoP30zXIsZ3ZGrWilazBUzaly7s131k8y5B4m37SmH3eI9Zxv2FplslYSpbfJGCZIjNpxkvGl6TjpZoyeLJdsbRSLWhPaFIsKaQ1ODlsVOl+zHPF5CphGEHl8KUiuR/Qp/ShVx56aG0ggJbzF86fZyb0zJ/e5XbjV4OXL7M9uc2FTQxe12h0ira79n2UeT9dlOOdy7O1+EUrWYOnbEqXd2u+s3gWxnTETxqzb7Abl+w37BRYSpbfJGCZIjNpxluAL0nHSzVlcL4qSn6fQEF7QhMlhbQGJ4eNKt2PeQ5fJVK21Tl8qUjup9yk9KH/2Z49bB4OWs6z/3s0rU/X+3S9StfZV2cHB8srKvp0vTY/VhlbA72uVVWtrq7evn07TrNhtruaptn3UUYrd/ShNziX27f4NbixOkiyw6tl+NLmPWIdT7ZkA2M7bxKwTJGZNLNbgC9Jx0uVfyNESud7+e8TkI/8alMKiqVAKTSq8imFu0OEDz221enewCP5DRjkQ+8Y5EOfVXDyoRdNKTimO24nPCEO5jFvne/Jh14E5EMvAvKhF6NIPvTZQT70RArIh54gSgS6WQiCIIqAPGnMcz+HniAIgiAIgiAIy+T+Cf2BSGQgFuvT9Y1NTVXjM5yYc2Wnqp7TdZxkn0ynqhbB1PmUrpTM9ogttkCnFwvmWWifxJth4TbGDwQC2bplpfS+5DN1+vRp3sUJXflMJphts8hoboA+no6vUnLcSKugnblKVtFw31mwc7WmGI/H0bjWYGIrAf6mk0DxVZt8UCwFSuE6kmJ+KqYcNfFhUxp5o9FqqdhWsqH8d7dtAwA0oxy6fBkAjnd0nNI0ADgQiRyIRJhn5d7mZnSxPN7Rgaf0m7ZnyR/SuVIaTI68Xq818yz++HQmkqibrVtWSu9LPlN87pJd+SZMMMJb5Yizu3I8ckE7c5WmIl/9+PtCgiJ/NxnuLNHItORjFFm1yRPFUqAUriMp5qdiulEThk1p5C3Z2Vn4gD4UWnn7UNvDwYmP7I/FeJ9KtnO6x7Okrq5P19cGAj2aBuO+lszFEgDwlFO5bjrv7N65ZuRw0EROkXSulGh7hKZI6JQUDMKakbaG7p1m4vP2SSlNJHldg1tWQ/fONSNtGbKT0vsyHbwrHwu+euhQcnA+wXxkvhx4b810cezjeOSG7KuHE4qZrmARKG7o3bV6yDFFrH4ZvMaczSMq8sa1BhNb0aVquOkAYNOFF1ddOSjtOgaDsOrKwW+c3y1JDyAYhNVDhzb07pKpePtw29dOhaUpbnlg5pqRw/IVTfZNjpBVb1igiiXScQjqx9NhoeNIOWpKeQA/lEKj1Q29u77+yd76egcSnwGxA/r6elCUtw+Vr34kDOnG9C63u0VRntm+HQA+UNUeTRtIetbOjmFm87yLZYZTJPNwEF6t2XywbFU4DFnVEmaTZ/A2Yu9G1XU9EokwI6StW7cCwEMPzQ6H4WDZ6taazWZUME66A9J5KgWD0Fqz+WDZ6gzZaW5ujkajbIRtMITCj7ihqir+QZ8Fbyu/PTm4IcEYmZdAb80McayBEk5FNgS0UD1sK2a6gkWguG/uvW3ljili9TPcF+LyiIp4NwF3Z4lQzJAG9jEYhN0zvnF4yhqh15Ev0nAYDk9Z8+LMTdKqTTgMbeW375t7r0zFQ5NXvzE/uOWBmQIlx9nywMwdT54/WLZKvqLJvskyhlI13xsWqGKJdBwO9uNmFO10HOl6hwy6+/d/e9/ce1+6YWN7Owgd0wu0rayvh/Z2iEaja++4Q/+zLwPA13t3vTT3XkFyOYTla3bvH8ovX/p4/pcBYEPvrn1O5xRjzjr1u+Gp130690YRKij0+d4/TBaQnavBBy99/GfWgzsVR0JkoeVZ4ooz9O4pQ5edrQCZFUuhVD3/++TUkaGP/8wnWvFqm/ZHbXBy+Z+qF8rJIADM+uPvrpRPveCtkak4PGXqJ3P+bOPZ5/fO+ZY4RYw/+6MTwxXSFUX2TYi03jDniqXQ4IjoxzMryu84ZujdZ673LDh3DsbHxiKQsSi2bHR0lv4hAJQPXWYbRQbLV/nQlTIYnaF/CACThy7PcDqnGLMMRmHw8gz9QxEqKDRZTHauBh+1FdypOBIiCy3PElecMjToeAXIrFgSpTosSfFqmzY6UjF8RVyblkpxdMqQwFY0pSJcuXz9mZ7Jw5evP9MjUHE8fhnkQlFk33RVUVZvmHPFUmhwRPTjmRXldxxThgbnfvqpOBWGjAH9pSlT2YulPg3C7nARvmGK5WvsxVLtlwDgYhA6nc4pxsQXW4hQQaGxt0s4nR0Mji+SsBbcqTgSInPlKbB6pFF0/grmlSL/fpBizaN8RfZiqc63BkQrYnB8sZScDAL3YilpivhiqcQDM9uf/KM4RYyPL5aSpzj+YilppSq6N8y5Yol0HI7345kV5XccYy+WEicDAEIH9Gy20E9+Mvbx4SA8kmp9TgbbyszxzRwjB7ZCYP34RzbTLlt45zjeQRL3r1ihbNr0V7t3u8yr8HF4fyU0kWSHoeMk0wqH/cEg4F+E0glhcGZok2xbyXtxRiIRZrsZDgfMBGdgKABgs9Y8Ho+FOAZHzsyunSazPyGY+HC40ZGApJisGJWuWHylyrcMbFLpS44qpmzN+KYGJRzPIG8AKkcRMVxEVGFzzYVIjrPjyfO8inxF+aVaxIrF1+Dkg6LNjgPbMRzY8IMcXdfRpDsWi61YEd606a8wj+Lm24DoRbHt7VddblKO5uFa20q0p2RfGdwqf3fkCHOo3P300+xngOH4HPJI+KrLjYX6YVi3irZHBiPLv/3bTlxlb0bFYFWZ0kQSDZj4NITDV5e6pxMyJDKlEAbnbTdZcLaqPXMuMBQa+VmOwy9bMXxMtpoyH9lM4uFqeVqsHjYUM13BIlBEs4IizqNoRYOhWzh81eXGEcV0rRnKocuN4xnEdiNZkbncSLuI6HIjemzNYCNs5nIjWdFk32SN5FI13xsWqGKJdBw2e9tsFe10HHxjwg9IcJsfX7HW72//thNdbsSN5kGCbSW63ExIfyzG21MCgMGt8oa5c5lDZe+pU2sDgekej+H43IIuNxYwOMeh7RHuxw1cZW8mLG+fxBs+ookkb8BkSAMudZ8wOBozGQ7gg6PtJgZnq9ozg2lGIz9rcQyOnPiRN9w0HGMysnlabVQPG4qZrmARKKJZgTRKoVTR5cYRMrRmDHS5cUaPA9uNZEXmcuO4YjrQ5UaaIrrcSFY02Tc5Qla9YYEqlkjH4WxvOyF2Og6+MeEHJLjNm3Rj64cuN0LJ/ZtimSXlQCzWEAigPSXzmOc/DsRiPZrWp+vMoZKdUuX1op1lQcMmrng8HlVVq6ur+fcXsP24YUeFGT6qqqqq6qZNm+BaAyY7Erw9ZTwex48YfOvWrWwSDps/k22a2d/L3G635TgIK2G2HYlEQORLHyY0tCJFUswHRTlyzrZmZsB2gzUaEhR55FebUqDob0ZSzHNFvvnCAUksFnv66aeXLVvGttetW2dfyAICbSsZ0Wh01YaNbFFscTO2KLZj0E4QVVV9Pl/mjgcX5YiTAICxlTEdlwUFx0UwdrAQR3IK+YBltqtH9opZX8HCUuTXNsmhFEqVLYo9/taANEVcFCtNERfFSlPERbHSFHFRrDzF8UWx0hRt9ob5r1giHYezve2EON5xTDiuGFsUK/i13Ll/Qk/w4NuXClRCQvptkv8pJAiCIAiiUMiTcYXwOfQEQRAEQRAEQYgj90/oU9pWmkSNRqu83oFYrDbp5xH7aoHVmdaS4Z3j8KPX68U57oFAgDdeNAlvGGcwjwMAr9fL1q2iLm+daR6MlmxbieZNvLuThfTH43GD/ZzjP4gNl8A+6A0akmWu6ngWSLEUFIs+gyWiWAqUwnUkxTxX5AczOFTjjb8NwxUA8Hq9cgYBuX9Cn9K2kvlU7m1uBgDcxm/3Nje3KEqnqnaqqhqNHu/owD38//lgZ2kSg3McGkGi7ZrBadF8WN5N0hDB6/Xyurq92V3JtpW8eRPv7mQh/Snt55zFcAnsw2dfDo5ngRRLQbHoM1giiqVAKVxHUsxzRX4ww3t24+AEhyv4Udy4xUDuB/SIwbay1u9PjJcI21aj0T5d79G0RDx+TyhU6/dP93iW1NUBAO4BgOkeD/t/CedTlufwnpLAGUGi7ZrBVNEk/Fn8Nto18roGZzfz8OaPPLx5k8FuMtv0p7Ofy2f47BMEQRAEUejwgxnesxsHJzhcgWvNuyWQ+yk36WwrB8ZLBADY9pK6OhzityjKAp/P5XajCT3bs8Dna41E2NSdHk1LnoqTt6CnJDNVZBZLaLvmoJCqqm+88Ybb7WZTbpgu2LCt5M0fedtKVVXRvMmm3aQc+zlnjbT47EujcL3ASDGHikWfwRJRLAVK4TqSYj4rGgYzONq58cYb2eCEH7bxzuASINtKxyDbyqyC58q2MleRS8R9jGwri0CRbCtFQLaVIiDbSjGKZFuZHWRbSaSAbCsJgiAIgiAKhTwZ+eTRHHqCIAiCIAiCILIl90/o2QT6Kq93VnW1f3zRZIui3CPRHiTfQF8k3lbSpl0j77WEdpBsMQfbac1Z0hCZ7WFJ1XWd328n/WgOhYvKs01kSnhnScvZT4d8Z65oNIpuWXIUwd5ltYC0UuXvEQn2o7yrrONVMTMFbSFHiqVAOp9lcfD3YLE2cTxFn0dBirxnNy+B5Yk7gw6qpicvntD7Gxs3NjV9fPo0GlOy/T2a1qIoLYry3OOPM7fKA5EIv3Nvc/Oru3bxpxQH6IuEXkv2bY94ryWDhSXbtuYsmXwibiS7O1mGN4fiN2xi31gzA/KduQxuWRKQ5saFSCtVvEfk2I/yt6TjVXFC6cK1kCPF0sHgsywUvAeLuIlDSiGPQhVZ051ytCY5p3kxoGfwxpRsT6XHw94MdeH8+Y9PnwaAPl3nd9b6/e8ePsyfUhwkmzzat2vkY6IdJO84ac1ZMvlETCq/32b60RwqnUWmNewba+YVvFuWHArIRTRb8B6RYz/Ku8oWQVUkCAdJ6bMsFLwHi7iJQ0ohj4JIOSDJYXnmfsoNALCXQ1V5vcywEvd/oKp9uj4Qi31p+fJPentdbneV14s7AWAgFuO9LIsG9EWCcVMkr9dr064RY8ZiMeaMCdc6Tlp2luRP5M2bwuEw7rfsiYmwcuATbB8HjTVTItmZS4TJaWbsX1YLSC5V+fajIqpiZgrXQo4USwFs9nmfZaHgPVgKTVwp5FGQItZM3rDbMFqTmVOyrXQMR2wrzUC2lY7HkRC5RNzHyLayCBTJtlIEZFspArKtFKNItpXZQbaVRG4g20qCIAiCIAhHyJORTx7NoScIgiAIgiAIIltoQE8QBEEQBEEQBUzup9zwPvQut7t2/C8XajRa5fUyQ5tOVU25n3EgEunTdeZbfyASGYjF+nR9Y1NT1fhChMyu9i2KsqSurtbv51XyDd7uVFxYcWa0Tllri/OvdTxy0VjtkmJxKxZ9BktEsRQohetIioWuiK/N4YdVMl4pkidP6NGH/nhHhxqNtiiKGo12qirb3tvc/G5b297m5hZF6VRVth8A0LT+FOdZyYby3922jT8AANi5LYrCtlm0vc3N7Ftmcv9uWxua3PfLtf8zA3tVk4jIbAm2UDNap6y1xbm6Oh65yKx2SbFYFYs+gyWiWAqUwnUkxUJX5F+bI9njPy8G9AzmPlnl9TL/yukez5K6OgCo9fvLp05NxOP3hEK1fj/u79P1tYFAj6bhHp7+WAwPYHumcwuQ2ZP4jU1N7NtvhUK1fv+ZU6fQ5P5UnjXE7A15joflXVSFmqeStTZBEARBEMUNvjYHpHvS537KDXA+9OwVUX263qfrLrebjbYHxh+WtyjKAp+P7a/1+11ud4uiGKzr2c6BWKwhEOAPWODztUYiOAln4NoH8K2RSJ+uz5o3jze5zys8Ho+maY5bjPO27kLNaB201hbn6up45OKw2iXFolcs+gyWiGIpUArXkRQLXRG1JHv8kw+9YxSKD71JhJrRkg+9BErBMZ186EVAPvQiIB96EZAPvRhF8qF3XlGCD30eTbkhCIIgCIIgCCJbaEBPEARBEARBEAVM7ufQM+cZAFgbCByIRAz+kmglmdl6skCJxWLhcLiuro6tn0CfI7RYOn36NNvQNC0Wi7HFFubjoyslW1OLnk2KorBobrcb9xu8liYEnShxTbch8WxFOduPOc3siWlwt8SPLP3JWiYxqKdMIZZJViWcLKHrOktzY2OjmSw7iCBv0wwUgfsYX+X4bbRwdbZUDVURP8bjcbZIhq19l3kRnbKUNQMrVU3TJFebUrg1iphoNIpLyLLqpCyDN6b8uloEjWpRKiZXCQBg1bKpqQm4RgZXPHo8HmlNKyMvntAvqatbUlfHVqyi1yRvWMnc5QEgn20lLcDaJvyI22ixhBuhUMjyWNPr9Ro8mzAav5/3WjID70TJW2ryMXG/IadmYvIf+bRZsO80qBtKg31lp4R5CUyzySw7izhv05QUgfsYX+UM9Q1xsFSTqyLW6kAggE5WMmuOU5ayE5KyiZCJzFIl20oHwbsj207KMnhjFkETR4qOKCZXCUOjzfB6vbhfWtOKCB/Qh0Irbx9qezho9njeaxINK9cGAsx0Mm9tJQHgzu6da0YOB03nFAC8Xi+rIrx9JAC43e5IJBLjfrRomsaODAZhzUhbQ/dOM/ENYZOj8UK81xIANHTvXDPSliE76ERpsNTEmPx+zCkGXz10KDm4wd0SP2LaDFrp4hgwqGMK+fLBMskqcrIEpjk5y9lWj2xJLpzMV9A+hooqQdHAht5dq4dsKfJVDrd5rzFnS9VQK/Cjx+NhxZh8z4ou1WRL2U0XXlx15aDjiukc3IJBWHXl4DfO73ZYj8NQqsEgrB46tKF3lzhFA8Eg3D7c9rVTYWmKWx6YuWbksHxFk31TVuDdYeiksuoNs4Jvz/kmTpxiOiR0HKkUpTbj2fa29rHQcRiabuCqJQMbGdzPN60bend9/ZO99fXOpD8dYgf09fWgKG8fKl/9SBgyjOlr/X58RSt6TcK1hpVs+wNV7dG0PLSVfDgIr9ZsPli2KhwGC/UyEokwnyNVVdnvOV3X2R/lcb/f7w8GIRyGg2WrW2s2m1HBsMD5KKmqun//fpwHgkL8McEgtNZsPli2OkN2tm7dCgDMkgn/HqqqaiwWYzHTWW2y4G3ltycHx5isHPAjpo2PmSFOBvgU8uXDSnjCFE4In2ZDli1XD5MkF07mK+gIWH+kKfK1dN/ce9vKbSnyVe7BBx9k2+zvquxOFFeqeLMDQHNzczQaZaMH3l5NQqkaamwwCLtnfOPwlDWOK/Klyl/EcBgOT1nz4sxN4qoNX6pMsa389n1z75VWUcNhODR59Rvzg1semClQcpwtD8zc8eT5g2Wr5Cua7JuyAu8OSCpV872hZfgmTo5iUkcstuNIpSi1Gbfc21pWtNlxsFB8tVRVNRwOG/Zj08oUX7phY3s7CB3TC7StrK+H9naIRqNr71j/ae1KALize+erNZsFyeUQlq8Z3Z1ll/ov1tYBQEP3zlZLOU0kEtOmTZs8eXLyVxhzWmcHXFd5sabWmkoGCV5oWncnZJ+dbIIPXKxdmS64U3HEpdA8dsqTFDMrVpx8f/LgZUcuk9D7Ik8UJ4TFL+96r2L4ysCXHShVM3IAMP13bw9OrhhavFROBgFgWufbwxVTBxfeIlGxY/S66f3zF3/tVPiN+QJHLhjf9ft3ZStq78I0632TeZzqDfNfsRSacQd7W5OKDnYcjAlHbhUn3z8783pmW8nGxiKQsSi2bHTE1fUeAJQNDbCNIoPlq2zoStnoaDnL4NBAuaWczsjw3XjMstHRkUsD5V3vWVPJJMELWcpONsFHMgR3Ko64FGaBjfIkxcyKk4cGnVKcYU7RwTzKV5yYoYHyrvemXBmcBFIUx4NPGhmZMnIZrLZpFhTLRkdg8JLlVtSS4ujIpYGKkx9MGh6oOCnQ/x7j50ARbPVNWeBQb1gAiiXQjDvZ25pTdLDjYMwwoTirr8+myoTIGNBfmjKVvVjq0yDsDhfhG6ZYvsZeLNV+CQAuBqHT6ZxiTHyxhQgVFBp7u4TT2cHg+CIJa8GdiiMhMleeAqtHGkXnr2BeKfLvBynWPMpXZC+W6nxrQLQiBscXS8nJIHAvlpKmiC+WSjwws/3JP4pTxPj4Yil5iuMvlpJWqqJ7w5wrlkjH4Xg/nllRfscx9mIpcTIAIHRAz2YL/eQnYx8fDsIjqdbnqNHox6dPJ+LxKq93rQlzHzSyzB/YCoH14x/ZTDsz8B52aJPH7/f5fLixYkV406a/2r3bZV7FYLRkcJbkp6Q3NTWh6VI4HAgGAf8ilE4onecmuuABAG8CyEwhw+GQmeAI7x7Ia5lMZLqYLDHsI6bQfmQe9MkKhxsdCZiOZDstaYp4XcJhv1BFxFCqUduKhrxgxUAPU6zPjlQMg21lsoEsc6pldZJN8ZRQqniXMcWXBCsaLiJKSKs2OVRkc82FSI6z48nzvIp8RWlNXFHWHMxsrhrVUlC003Fk5QauKMqKFXD33d9+Z8rY6eLm24DoRbHt7VddblKO5gGgR9M2NjX5GxsrPR7gbCsN/pW7n376QCTyzPbtxzs68tC88pHwVZcb8/UDjZAMxka8QRK/8bd/24mr7M2oGOLjSjv8mOy7xI4Jh68udU8nlM5zE62aeM8m3hSSBWer2jPnAouFLx/0EDQfx4DBoRJTbj8yD++TNV6e2VUP80LJDmtmrqB9Rf66CFXkpfk8olmBncuEFQArBl9D+GpsP4+GuybZQNZwq0ooVUPjEw5fdbkRpGi4iOhyI63aoMuNTEXmciN6bM1gI2zmciNZ0WTflBXpmrisekPL0vIVk25/IR0Hryin48igaLO3zVbRfsdh0g2csW3bSXS5ETeaBwm2lehyMyGdqgoAajTap+s9mmbwr7wyOJjn5pXocmMeNEIyGLrh/uQNXGWfVXyD2xd+5H2XDM5uuNR9wuDJnpvMqon3bDKYQuKq9sxgseCGwUPQZBwDmBg+5Y5EzkBr9tXDJMl2WpxipitoX9FQb8UppgPNCizDlx5WDL66GlwdbebRcLGSDWQNt6p9xQlJdpNElxs5oMuNJD246nIjU5G53EhTRJcbyYoiVjSma+Ky6g2tYbCtlKBoyKy4jiMd8ptxx3vbCbHTcWTlBo4Ho8uNUHL/ptgFPh97WSwbrC+pq0vE48D5Vybi8YFYjH0ciMWmezwfqGqfrueheaVl2B8TPR6PqqrV1dUpGy+b8P6M8Xgc/ZXi8TjzXYpEImDpnR38iaqqPv3008uWLdM0TVEU9jZWn8+nquq6deuyjYzFghvprDCzAhPDp9yRyAZ4/0E5SFbE6yJNEYTlUVVVVVU3bdoEXA0BgK1bt2I1FqcI4+547Mahi0iKRErklyrv7FyslMLd4ZQiDht0XeeHVcmNOdgYVllDoG0lIxqNrtqwkS2KtcPe5uYFPt/xjo57rL7LUzRji2I7Bu0EUVXV5/Nl7lxxUY44CQAYWxnTcVlQcFwEYwen4kiIPLa2yV71yF4x6ytYWIr82iabCL0v8kTRJGxR7PG3BqQp4qJYaYq4KFaaIi6KlaaIi2LlKY4vipWmaLM3zH/FEuk4BPXj6XCw42BM2JiPLYoV/NbY3D+hN0lDINCn63k7mncKCU8ChEoU/ZMMoliRX3XpZiEIgigC8qQxL5gBfaXHs0DuH4UJgiAIgiAIIv/J/YA+W9vK0gRNl3Bxnh2SXcAaGxudlQDO3Yk3hQxYusSYYF3X0QrTkUQi0WgUHTwdCeh4eZJiThQNRpMSkJzHUriIpaBYCpTCdSTFAlXkjbzR3gB3yhnaCne5mRCDbWWLonSqaouioDflc48/vre5mZlXqtHohAGLkmQjJJvRkl3AnJVAUlpbZgsmmPcQdJZkB0+bCCpPUpSvKHnxluQ8lshFLHrFUqAUriMpFqgi9hS867Hk7iP3A3qE2VbCuN0NelNeOH+evUlqY1NTD7WPTpDOBcxZeHendE5PJsEEGzwEHYR38CQIRM7NQhAEQRQu2FPwrseSu4/cT7kx2FYu8PlaI5Eqr5f3piwmh0rLCLJ54sM6K8EbNjll3iTOQ5B38HSKwnXmIsXcIjmPpXARS0GxFCiF60iKBa1ozaTbEXI/oPc3Nvq5B66Gjwh7SF/0LjfpCDmdcTYhmJ8W7LgEH9B+8OQEO4tTU+cRx8uTFHOiCNIdDCTnsRQuYikolgKlcB1JsXAVU45SZHYfeTTlhiAIgiAIgiCIbKEBPUEQBEEQBEEUMLmfctOiKGwiDW5kgC2crc0PD38HMVjjRSIRNGdUFIUZIYEN20czCPV1ciq4uEQ6HrkonblIsfgUS8EJ1HFT2gkh20oRFP3NSIoFpJhu2MZc+NhoDXfKmWOUF0/oO1W1U1UHYjHeqlKNRvc2Nx+IRHBnfyx2vKPjuFWnlHzG4G2E5oy8PyNzYReaBnG+Tk4FF5dIxyMXpTMXKRafYik4gTpuSjshZFspgqK/GUmxgBTTDdvYR9FG2ynJiwE9wltVfnz6NAD06TruPFW8jaPB2wjNGSORSF1dHQDEYjGZvRFBEIQg5DuBkiktQRDOkm7Yxpt0izPaTknup9zA+BSa4x0daFX5peXLP+ntdbndBv/KokdV1erq6u3btzNzRvYyV4/H4/F42J+MhaoL9XVyKri4RDoeuYiduUixmBSL3mBRhCnthBR9qeaEor8ZSbEQFVVVffrpp5ctW6ZpGk65Ac5oW86IPvcDepw3b8aSsvhmzyNsGpaqqm63e8eOHYb9EhDq6+RUcHGJFOraKQdSJMX8l2NIdgKVNnUeIdtKERT9zUiKhaXIt2P/9E//5PF4DAdcHcv9+r+KSICB3A/oCR7J/RxBEARBEARhmTwZueXXHHqCIAiCIAiCILKCBvQEQRAEQRAEUcDkfsoNbz9v2F5SV1fEk+Z5DIamvGcq86H3+/24YSG+wYaZxfd6vcw8hwlZNmpVFAU4j3w0XgUA3k0/Fot5PJ6sprJhsWiaxtJ2+vRp+26yGJZ39ycfemvYqZYWEJpH3kgYq6toC/PkF00YbijRSHOFT9kyCFXkkVxR5XvtlwLyS5V/J4wcxVLoOAr6vRBYCX0+X8phWywW40c+AFBaPvQAwCzneSv6ocuXj3d0sP0HIhE1Gs11GgViMDRFz1S0L7XpY2qwYcZV2Lw5q02jVkw/Gq/yDqyhUCjb0TxwxYJpc8RNli9tdPcnH3oLSLPXRYTmEWssX12FWpgbCpBvBKRZQEhzhU/ZMsghJxWVLG4cR36pyq+rpdBxFPR7IfhhScphW3KdkVZp82VAn4jH1wYC0z0e3ore39iYiMf7dH1tINBTvCb0kMrQNBKJxGIx9KHHDWsYbJjZYKXj2ld0oWi2wXnXVeCMV3kHVk3TLNRpLBbLacsclnf3d1aiRLBZLfMNrLF8dRVqYY4FyN9EhhtKNNJc4VO2DHKQX1Hle+2XAvJLVX5dLQUK+r0QWAnTDdv4OiO5Mc/9lBukRVEGYjHedZ7973K7WxTFJddCOFcwH3oAYM+x3G4386FHQ3prYXkbZlVV4/E482TVdZ03Z2Wi2QaPRCIw/huUd2NVFIU5sPp8PlVV161bZy3xfNpYWKfadIO7v7XsZ6DIrHaTsVktrSEuj+gZHIvFsLoKtTDHAsQpN3DtDVVMYPHyLYMc6ZxUVKIIwEorra5CCXQcxfdeCFVV2fNBv9/P1xnJjfmk0dFRoQLRaHTVho272y8JVckH1gfrK7WjWsegnSCqqvp8vswdj69u6ohvWVe4XZwEACwO1pdp72odlwUFL+861tl+Mavg4uJIiLw4WF9mu3pkr5j1FSwsRe+mm2foH3ZKbF5KoVRn3Dn/C7G+428NSFNcctv0M9fPO//Kh9IUa+unXfDW6Ls/kKb4Zf/UwYU3H33yFWmK/nVfvLJoiVTFxi+OfPlWy32TBWz2hvmvWCIdh6B+PB2OdxwTjny8m24eHPzsC4LnbuXRE3oCpLiZCpWgFWAEQRAEQZQOeTLyyZc59ARBEARBEARBWCD3T+iZVWWLogDAPaFQp6omW1Wm3FkEoKURb5MHztk18pZbBtc29pH3XcrWn4s3f+QT76BtZTLWzKfSuYICAJpnOW5PVgruY6RYBIpFn8ESUSwFSuE6kmJ+KuIoQtd1NlTgXb+BG86x/V6vt7GxUbLLat49oT/e0dGiKHubm3nDyuMdHWo02qIoxWdeyeqHwdXRKbtGtE8yuG7hR953KVt/LjzXkHgHbStTilooh3T2Urx5luP2ZKXgPkaKRaBY9BksEcVSoBSuIynmpyKOInCokBwTh/swbgsueXGz8Cf0odBK91Dbp0F4JJzFWbV+vxqNJuJxfHhf5fX2x2L57HVzZ/fOspH+i0EIm84p2iYaXB2T7RpxsUUwCNNG2qC78ikT8dE+yeDahh953yWDP1dD907ImB0815B4M7aVDd07YWggq7JKick46czOPB4PjuBTZN+JFF6T1CyrBylOyIbeXZOHLhd3HuUrbrrwYsXwlQFZisEgTL9ycPB8xU4ZamOK04YODfdO/aVMxeG20VPTfypLccsDM10jh+UrmuybHCGr3rBAFUuhwXG8t50QCx0HPypjQwVVVXmraxzOsWeXiqL4/X4ceGzo3TU6OlxRD+0iV1OLfUJfXw+K8vah8tWPhOHhYBYnJhtW9mhan64fl2XnmS0PB+HVms0Hy1aFwxA0nVO0TVRVlf1RRlXV5Kfp7CtFUfbv/3Y4DAfLVrfWbDajsnXrVgBgj6LxNVWqqt544438W6sMBwNAMAitNZsPlq02kx1MPNt+8MEHWRw+IH8MC95WfntWZYWg+ZS1OLxrZ3NzczQaZeZZydm3nMJ0Sc22ejihaOoKFq7ivrn3tpUXeR4lKPKGbsEg7J7xjcNT1shRDAYhHIbDU9a8OHOTtCINh6Gt/PZ9c++VqXho8uo35ge3PDBToOQ4Wx6YuePJ8wfLVslXNNk3WcZQquZ7wwJVLJGOw35vm5WinY6DHyrg8ExV1UmTJqELtsEikym+dMPG9naor3coP6kQaFtZXw/t7RCNRtfesf7T2pUAcGf3zldrNguSyyEsXzO6O8su9V+srQOAhu6drZZymkgkpk2bNnny5OSvMOa0zg64rvJiTa01lQwSvNC07k7IPjvZBB+4WLsyq+COxJGWwlQB7VYPUjQoVpx8f/LgZUcuk0nFUijV8q73KoavDHxZeKli8Om/e3twcsXQ4qVyMggA0zrfHq6YOrjwFomKHaPXTe+fv/hrp8JvzBc4csH4rt+/K1tRexemWe+bzONUb5j/iqXQ4DjY25pUdLzjmHDkVnHy/bMzr2e2lfXCntPLWBRbNjoyXTsKAGUj/WyjyGD5KhsZKhsdLWMZHOkvs5TTTP7t4zHLRkdHLvWXaUetqUz8bhUW1lJ2hAZ3JI68FIoLSIrj8ScPD5VBkedRvuKU4aFJckp1PPikkZEpI5dHrLZpFhTLRkfg8iXLraglxdGRiwNTuo5PGhmY0nVcnCDGz4Ei2OqbssCh3rAAFEugwSmCjmPCkdvk4aFZ587ZVJkQGQP6S1OmvtB+CQA+DcILYXnvR5AGyxf/YqmLQdCczinGxBdbiFBBIf7tEg4KYfDyrmNa+0XLwZ2KIyEyV54Cq0caReevYF4psveDaO2XpCmWQqmyF0tpbw2IVsTg+GIpORkE7sVS0hTxxVKJB2aqT34kThHj44ul5CmOv1hKWqmK7g1zrlgiHYfj/XhmRfkdx9iLpcTJAIDQAT2bLfSTn4x9fDjNulhmW5m8c0ldXaFYVbIVAuvHPwZNr7RAnyODvVGyr2I8Hl+xAu6++9t79nzevApaMeKya+bJmFIXRcPhxmAQ8C9C6YQwuMG8KbNtZTgcyhDc4C+JH9FeMx6PswIJh5vMJDJzsfMpx53hcMByZJ5sy9M+WPJOZWFCotGo/cuRFYZSRdMrxxWx7jlS5dLBsmO4WSTXHKz5gUCATSp9SYxicnPEKipKSKs2OVRkc82FSI6z48nzvIp8RcdLFduZQCDA7spw2C/0Oqa7/SXUHJRmeSzKjgPGjbOl5dF+x5FcJQCAH/lgLa2uruY3GhrcwWATKoqbbwOin9C3t4PPZ8rlBhe/AsB0j2cgFjve0VHr9/doGrOqHLp8ecYNN8C4AQ4A3BUMVqZ/0a5kHgnDnauydrkBAObjntJXUVGUYDDo8/kikQjbv23byWDQz1bZhw9PHJwtsmYdNgAYnF4Mtkoo2tjYGA5Dw6oJlrrzwfFEfn8gEDAcwGwrx4KnWtWeXA5o38k22OCeFUiGOBPCit2QctxpJzKf+KzK0z78FZGjmOJyCFY0lOqG20S53GSqcs7lUdd1j8fj9Xqrq6vx2smvOcA1DuEwbKoX4nLD10/+XkOXm/ArTsrxGIoUXW7Cb0lUHG4bPTV9xytix9YMNsJmLjeSFU32TVmB9yDfQYyVquneMCvS3f7iFJOlQVajKr/j4A05HOltJ8R+x5GyShjGD2x/8gZTLHiXG4CrLjcTUuv3J+LxRDy+NhCYPj5Sr/R4Fvh8AHDh/Hl2AO45lWcWv+hyYx70OTL4KvJulcwUKRAIhEKhjo4OXGVvJj76K+HpbD9+NNhW8h5MuNR9wuDp9mewrcRV7QYM5YAfcQMLJHOczGCxZ9hpLXIGWrOvHtliuCITXkH7JF8O0YoG0KzAcTJUOQfzyAzOOjo6+GuX7Z1oE0PjAHDV5cZZMI+Gew1dbhzWSw+63MhUZC430hTR5UayoogVjXgPGjqIrHrDrEh3+4tTTJZmFGXHYfDRdry3nRALHUe6KoHg/uQNpshcboSS+zfFIgPjOW9RlIFYjI3pP1DVPl1nX7H/+T2FDtpW4h5VVaurq2HcDon9nYh18JD0iH1Ctm7d6vP50KGSna6q6htvvOF2u5OjoQdTVsGBM2lSVfXpp59etmyZpmmKorADfD6fqqrr1q0zn3JWDskpxAIxHyoZLHb0r4RU18I+Bu8q0eAVYZO1JODI5cgWyaUqOo8sO4Zrl9WdaBNrbYsFMI8i7rUJkVxtcqJYrOSkncm5tDTkdxzMR9sjd4aFU/cjVgl+/KCqKnOudLvdeID8yiPQtpIRjUZXbdi4u/2SUJV8gF8UaxlVVX0+X+aKjotyxEkAAL8yRkTw8q5jne0XRcexjOOR+bVNcrB2BQtLka1t6pTYvJRCqbJFscffGpCmiItipSniolhpirgoVpoiLoqVpzi+KFaaos3eMP8VS6TjENSPp8PxjmPCEcvYoljnXkWfkjx6Qk8AgITHckIlnAou7fEkQRAEQRCEZfJkxCJ8Dj1BEARBEARBEOLI/RP6lLaVpQbvHMc+shWx7Ntk30mbGBwnDc6SoewvB7OgYj9SU5pCoj2ftfTzhneWEzkhfC4sg95V8XhcXFJTgs5cySuVBWGwGZWA/DzKUeTvPsmlKr9IwaF7zTzYgDjSfpohJ6Va9BTr7U+KBaSY7F/Z1NQEXBvOen/UYm2dnHYnX57QH4hEDkQiajTaoihqNLq3uflAJNKjaS2K0qIo/UWxBDYzdXV16OUUCoVwIMjvd2qJld/vD4VCuq7zi2V50azQU00LY56YoVCIrZrlhewk2HIiJyRlLixQV1cXCARY3mWO5mHcmUuT6P5ksBmVoyg/jxIU+doiuVTlF6lT95p5sAGRpii/VEuBYr39SbGAFHn/StbXs/3YhiePfKSRLwP6Pl1fGwj0aBoAfHz6NNuTtw6VjmPwcUOTR9yfbC1nB7SpQtc8SHKWNI/BggqTyrvv8UJ2Emw5kRNiyIVl0KlKXFLzB4PDGmEZvrYUfak6da+ZJ53HLkEQRFak86/ENpwf+Uhu63I/5YbhcrvZu6XYe6NcbneV11tMDpWZQR83ZteIJo+431lruXSOk1k5SyK8BRXviRmLxXj3PTumUZjgWCxmLZET4pSRFjpVWS5PO5SCU15R+g/mpLYgkotUvmmdfGM+KI2bUT5FefuTYiEq8q6UzLZy06axl2ngyEdyW5f7AT2bQL+xqQn3LJDY5uYJODFDVVWcksXvd5YdO3Yk72ziLkFW+P1+fi7s97///eTqazMjKRPsLIZcWMZyMdpH5vQeRPLqfvl5lKNoqDYyS1V+kTp1r5lHQgNiICc3Y9FTrLc/KRaWImu+DI1YU1MTG/nwjfnVtu7X/9XBBKQj9wN6gidPzI8sU+jpJwiCIAiCME+ejHzyZQ49QRAEQRAEQRAWyP0TemZbeSASAYC1sjzF8pyUzo82jd54Xzy0cGLT6Jmbm2VnyXSem7x5kzXbOLSADAQCzCjK5/PZd/TDsADglLFmBhVpk3Dkm0gWXx7ZXcZWb9u8L0zKMSFcLdPU1CTZ002+pWMpmEiSbaUIhN6MPNjOaJpW9DWHFLMC6wbfTbCvWPfB21liF7nNbg5MkRdP6A9EIgOxGHO5YT6Vzz3++N7m5r3NzQDAvCz3NjejhSW6W+Y64QJhbpXof2Tf/Mjgi4e2SmiLacdZMqXnJq9izTYObaHQKMoRRz8+rFPGmhlUnAo4IfJNJIssj3z9dOS+MInX6+VLUrKnm3xLx1IwkSTbShFIuBkZfI9T9DWHFLMNhTWQH/ngBt+YS+4i82JAv8Dn69P1/lgMfSovnD9f6/cn4nEAqPJ6q7ze62fNQgtLtsflduc43cJAt0r0P7JvfpTSRZG3y7TsLJnOc5PHmm0c2kKhUZQjjn4Y1kFjzQwq0pBvd1hkecS7zJH7wgzo8Sq/JBH5lo5kIklYQ+jNyFP01rGEZbBuGEY+2H3wjbnkhj33U24AYIHPV9nU9HI4XOX1ok8lulX2aFqfrn/U1fXFxYvZTranT9dr82MhguPg399h3P/I7XbbND9CXzxVVePxOFo4oRBY9XXiU2swb8KA1mzjeFsoB+HDOmWsmVmlWCmyPKLFGF+lQaTDGtrRGkpSpqebfEvHEjGRJNtKEZTCdSTFglA0jHxuvPFG1n3wjbnkLnLS6OioUIFoNLpqw8bd7ZeEquQD64P1ldpRrWNQtJCvbuqIb1lXuN3a6aqq+ny+CX8bLA7Wl2nvah2XBQUv7zrW2X4xq+Di4kiIvDhYXyalelyrmPUVLCxF76abZ+gfdkpsXkqhVGfcOf8Lsb7jbw1IU1xy2/Qz1887/8qH0hRr66dd8Nbouz+Qpvhl/9TBhTcfffIVaYr+dV+8smiJVMXGL458+VbLfZMFbPaG+a9YIh2HoH48HY53HBOOfLybbh4c/OwLgucZ5sUTekImQldM5ol5E0EQBEEQhATyZOSTF3PoCYIgCIIgCIKwBg3oCYIgCIIgCKKAyf2Umwl96NVotMrrXXDt8il2lqQkOg3aMLNV0szHlLeZ58222X5rbrgYR9d13vg5pZGqwU7efHBMJEs8Hwf38y74FgoK3coMBWUN3syYTyFkk/0Jke8KL83cF7PmyGsBssLxPBouU/Lt5ux1NFiwJ79pIdnbWDSl4ENfCs73pYA0H3rE8X5hQgrao72IFQ3DNsNrfCDV64Pq6uok94958YQefegPRCIHIhE0nmc+9J2q2vzYY52q2qIoAMAM6T85cwZN6wGA/V8ooA0zjlMNlsxodIr7rbmoYhyD8bPBzDvdtsngyX7S+BMC9/Au+OYxJDu5oKyRrth5T1n7yHeFl2bu6+xrAbKVdjaPfBZS3m7O5tFQpZPftMCQWaql4ENfCs73pYA0H3oeZ/uFCSloj/YiVsQ2xBCKr42G1wfJ7x/zYkCPPvRqNNqn6z2aBgDoQz/d45k1d+708eXDiXj8nlDohnnzlIceWhsIVHm9ajS6QKL9mX3QhhlddQ0282h0atN+HuMYjJ9xP9pgG7azCm5IJJqz8vtTmtNPCCYb02bfjx84M2M+msFT1j7ynYx5W32hOPtagNzCZwHrA1+SzubRcCcmv2kh29vQ8SSRIpG3SPOhRxzvF4gCBdsQ7B0MbXXy64Pk94+5n3IDnA/9krq6xPjNgz70Lrf7s8mTWyORqvGiaVGU3lOnfrZnD5t48w9btvzdjh25Sbol0IYZxr1RvV4vczBVVbW6uhorARpjgz0XVd74mUmw/WiDbdjOCj6RqqpOmjSJzSJgirifueBbSzY+mMGCyjaUAUOxw7WesoULb6tfrAgyMOaNhEFYSRruRHa/8LXO8m3oSJJI0UHIh14Ekks1J/1CEXi0F58iP2xjvQPfVvMjH8hdR1zwPvSdqtqjaRubmgTFN48jPvRmfNzJh97xOBIil4idcOH60Au9L/JE0STkQy8C8qEXAfnQi1EkH/rsIB96Z5hVXV1M74uV8KuOfOgJIhn5VZduFoIgiCIgTxrzvJhDb4cq+psmQRAEQRAEUcLk/gl9ZgPKTlXFB/D8dpFhsMbjLZaYj541M7sMzpLMRNLtdvNCWUnw3pe8JSU68cG4Q4gFT0wGmpTxRlEW7C8NpMw+JrvJoelb8p25pDms5dC2Uqj/IBYgb5MK416WTuWRvyux1nk8HsyX41UxM5LloDBN6/JfsRSQ5gWMQtYMox2RLlwv4Akp6DxigxmPx/nRCI4r2GGsMccOS47Jeh49oec9K9Gk8nhHB9ujRqPHOzrQqvK5xx9HX0vc2S/e30MQBnsjtD0yuGVlu6QjnbMkmkgaDJiy8ufC4AZLSnTiM1iMWTD/wgiYTmv2lwZSZh+TbScyT6586ySsNMqhbaVo/0GspbjhuBZfaFjr+Hw5XhUzI1kOCtO0Lv8VSwFpDQ7fxMmvOYXuBWxGsXDziA2mYTRi+JjSMVw0wgf0odDK24faHg5OfGSfrq8NBJhn5XRubUGV11vl9brcbgCo9HiYQ+WF8+fR1xJ3nspp63ln9841I4eDJnKajMHeCG2P0EcPDZKCQVgz0tbQvTOrsAa3x5QmkgZ/robunWtG2jJkB4MboqETH28xlhx89dChCcsKI2CBGLRMxjGAQXh3Qky2ncgZaLBRPUxicNGa8ApaJp1tpThFxOA/uKF31+ohxxSxlvLV1XDv2M8jX2hY6/h8JVdFoaVqkAOATRdeXHXloNDryBMMwqorB79xfrckPYBgEFYPHdrQu0um4u3DbV87FZamuOWBmWtGDstXNNk3WcPQ4GTVG9oRkqCYTlpCx2FAQjOenEdne9sJsdNxYINpGI3gR74jxoZ9Q++ur3+yt77emfSnQ+yAvr4eFOXtQ+WrHwlDhjH92PuhRkdbFMXldi/w+VojEde4UVSPpvXp+vGODgD4QFV7NI05WqKvJb8zVzwchFdrNh8sWxUOg516qaoqPhf0+/3sT366rkciEUVR9u//djgMB8tWt9ZszkoF4zCJ/fv345+60MuJ9+cKBqG1ZvPBstVmsqOqKkZTVfWJJ56IRqMsTobgbeW3mwmOEViB8FpZxUmXYLSXam5uxmRbjpwu8ePlabd6ZIZVkmsVTV1BR5CjuHXrVgBgD1qCQdg39962cscUsZby1ZW/d5zNI3+z8PlKropCS5WXY4q7Z3zj8JQ1Qq8jX1HDYTg8Zc2LMzcJragGxbby2/fNvVem4qHJq9+YH9zywEyBkuNseWDmjifPHyxbJV8x277JMqxULfSG2WK4jhIUETkdB6ToqmR3HPZ72wnh82in48AG0zDywWEV3xGzhv2hh2bvm3vvSzdsbG8HoWN6gbaV9fXQ3g7RaHTtHes/rV0JAHd273y1ZrMguRzC8jWju7PsUv/F2joAaOje2Wopp4lEYtq0aZMnT07+CmNO6+yA6yov1tRaU8kgwQtN6+6E7LOTTfCBi7UrswouIo6EyHbKkxQzK1acfH/y4GVnK0BmRQfzKPROtAaLX971XsXwlYEvCy9VDD79d28PTq4YWrxUTgYBYFrn28MVUwcX3iJRsWP0uun98xd/7VT4jfkCRy4Y3/X7d2Urau/CNOt9k3mc6g3zX7EUmnER/XhmRcc7jglHbhUn3z8783pmW8nGxiKQsSi2bHRkunYUAMpG+tlGkcHyVTYyVDY6WsYyONJfZimnmSypx2OWjY6OXOov045aU5n4nUwsrKXsCA0uJI6EyOKSWvKKk4eHyqBQ8yjvZjHPSH+ZdnTK8NAkOaU6HnzSyMiUkcsjVts0C4ployNw+ZLlVtSS4ujIxYEpXccnjQxM6TouThDj50ARbPVNWeBQb1gAiiXQjBdBxzHhyG3y8NCsc+dsqkyIjAH9pSlTX2i/BACfBuGFsLz3I0iD5Yt/sdTFIGhO5xRj4ostRKigEP92CQeFMHh51zGt/aLl4E7FkRCZK0+B1SONovNXMK8U2ftBtPZL0hRLoVTZi6W0twZEK2JwfLGUnAwC92IpaYr4YqnEAzPVJz8Sp4jx8cVS8hTHXywlrVRF94Y5VyyRjsPxfjyzovyOY+zFUuJkAEDogJ7NFvrJT8Y+PhyER1Ktz2lRlIFY7Lvbth2IRPp0HS0sC8ikkq0QWD/+kc20swNaHaFd4+nTp1esiH/zm9954YXPWVZB971kW0zmawkAXq83HA4Eg4B/ETIjxPv68aZOMG7ehI5O4XDIfHA0t4rH44aYFhKZHJY33MSd4bDfcmQevIh2kpoVeFnD4cYSUYwKU0z2NhWRR4M7nsHjVU7N4VsDNqn0JSmKmEGUEFdtDO2PBEVDRUUVNtdciOQ4O548z6vIVxRXqjDe17BWWsJ1xO4sHG7KSc0phWa8QDsOgxVm8rCNja8WLYrdeefm45VjZ4mbbwOiF8W2t191uUk5mmec4zx90IPy3ba2FkVh3pToaCk0tXZ4JHzV5cZ+jUSrI/RaYhtr1z6Lq+yzVeGNk9LZYqJVXzh8dan7hELJQdAFDwPyjk4sOFvVnjk4mlsZnPXYTvNx0oXlU8UbaVmOzMP7VY2XpzPVIx28M1dWV7BwFdGswHHFlN6mjufRYCzLeybwlVxoqRoM3cLhqy43ghT5zLKfEMzlRly1MbQ/6HIjraKiy43osTWDjbCZy41kRQt9k3n4voaVqrXe0Dx81yNHMVWDU/wdh83eNltFRzoOQ8uZPGyD8Zbn1VfnoMuNuNE8SLCtRJebDCypqzsQibBt3pgSAJg3pRqN9ul6T357+qLLjX3Q6gh9FXEDV9lnG9Pgvpe80+AsiUvds42Mpk58QIPBE65qzwyaW2FMgzOjyTjpwvKpMhhpWYvMYzBYbHWuepjE/BUsXEU0K3CclNau4HQe+RqOFTu5kksuVXS5EQSfWYCrLjei9JKuJrrciFM0gC430hTR5UayotAVjYa+xnJvaB6DqasERQMl0nHY7G2zxZGOg7e9hlTDNuBaHnS5EUru3xQLAAt8vhZF2bpjx8vh8Aeq2qfr6EHJNpbU1SUkvvck52zdupW9FRXGfRVPnz6NBovWYH/W93g8qqrG43Fmq+T1etlOuNZZ0lpkAFBVVVXVSZMmsTgYUFXVdevWWU48+9sWu0/AuXcn2UxVZvAi+nw+QRLJoFsWKdqErxtyFFHF2UqelXSxKgq909Mhv1SLHr6vkQN2PdIUoQTux6JRxFGZqqpPP/30smXL+GEbSG95BNpWMqLR6KoNG3e3XxKqkg/wi2KFgotyrJ2uqqrP55uwTeRXxogIXt51rLP9YlbBxcWREJlf2yQHa1ewsBTZ2qZOic1LKZQqWxR7/K0BaYq4KFaaIi6KlaaIi2KlKeKiWHmK44tipSna7A3zX7FEOg5B/Xg6HO84Jhz5jC2KFfzK2Lx4Qk/IxM5j/twGJwiCIAiCyCvyZOQjfA49QRAEQRAEQRDiyP0T+nS2lQwz5pUtisKfZfiY4cgCwmCQVHASTgUXl0jHI0u4ZKRIigUnR4qEZUrhOpJicSgadOUsTs+LJ/QpbSufe/zxvc3N77a1GfbsbW7GPf3c8nM1Gm1RFGZtmXwK875kS2z5IwsFg0FSwUk4FVxcIh2PLOGSkSIpFpwcKRKWKYXrSIrFoZgT3bwY0Kezraz1+8unTjXsScTjuOcUV0xVXm+V1+tyu5ODJOLxRDy+NhCY7vEYjiQIgiAIgiCIgiYvBvQLfL7WSMTf2AgAH6hqj6axR+ns/8x7kB5N69P14x0dKU+B8bk9hiMLCAk2T0IlnAouLpGORy4OZy5SLHrFos9giSiWAqVwHUmxOBTl6+Z+Dj2b1P5jvx+3eZIn0CfvYWetDQTSSRhOyXBk3hISP/VfqIRTwcUl0vHIEi4ZKZJiwcmRImGZUriOpFgcikbdX/9XCXJ58YSeIAiCIAiCIAhr0ICeIAiCIAiCIAqY3E+5yWxbyR+WwXGycP0oGbFYLBwO19XVsdcTKIoCAF6vt7Gxke3XdV3Xda/XG7A0XygajWqa5na7m5qaACASibBoAIBhLfs6YWpZ2lArEAhgpmyaRuHpp0+fjsfjlsvBjATZVprHUK8kIC2PiqLEYjGPx+P1eu3cepnBOxHvdL/fL7lUMQ0iMsjDt3KKomBzJwH5FdXQpBOOIL9UWYMj4e5AcpXH4u6qHFTECxSPxw2tCmvWNE3DOoMtzza7OTBFXjyhz2Bb+dzjjwNAi6Ikf7W3uRkAeD/KwoVdfsNOr9eL+/1+fygU0q2+N7iuri4QCMTjcfYRo/Fh7fgrsZ8cBi0+UzbNm/B0piJiiQnZVlrAUK8kIC2PoVDI4/GEQiGbt15mMDh/s0guVaEZ5ME8StAykJOKSitiHUd+qYrrcdIhP4+l0FU5qIgXyNCqYLPG1xnJLU9eDOgz2FbOu/FGNRple5LNKAGA96MsXLxeL38PBwKBUCjU0dGB+91ut6Ioln9cejyeGPebB6PZDMuIxWJ8fUUtQ6bs4Ha7I5EIe2LKSsaRsCklHI9cxBjqVTGhaZojt15mMDh/s0guVaEZ5ME8RiKRuro60XI88iuqg60fgcgvVXE9Tjqo5uQ5eIEMrQo2a3ydkdzy5MWAPoNt5dpA4EB6R0sG+lEWAaqq6roeiUQMVkdbt24FAMu/L5ubm6PRqNvtZhIPPvggi2YIa81fyePxsD8qseBPPPEEavHYNG9if0+wH8eMhFMUvTMXX6+kISePqqqyymDz1stMyuCSS1VoBlPC/iot8zl9TioqURyUgv1o0XdVIhQNw6obb7wRmzXUktzyTBodHRUqEI1GV23YuLv9krXTO1W1R9M2ypr4aIf1wfpK7ajWMWgniKqqPp/Pk/EPDr66qSO+ZV3hdnESALA4WF+mvat1XBYUvLzrWGf7xayCi4sjIfLiYH2Z7eqRvWLWV7CwFL2bbp6hf9hptXmxQCmU6ow7538h1nf8rQFpiktum37m+nnnX/lQmmJt/bQL3hp99wfSFL/snzq48OajT74iTdG/7otXFi2Rqtj4xZEv32q5b7KAzd4w/xVLpOMQ1I+nw/GOY8KRj3fTzYODn31B8FOM3C+Kzcys6upk4/kiRsI6GKEStAKMIAiCIIjSIU9GPnkx5SYDVcX+py6CIAiCIAiCsEO+D+gJgiAIgiAIgshA7qfcmPShT3fukrq6zHNy1Gi0yuvt0/Uqr5eZ5OQhBiv3lO7UdpybDWa66MnKVsIZDFOztWo2nIjBAQD3W/bW5Y1dfT5fLBaz75mNieno6EDnHMMlsE9BW+2apBQsk6XZtCOOV8XMULURAfnQOwvrCGy+j8U8eNej5YO0NxhIvv2hNLoqET70zMcGrxReOLStDAQCuFPOa5Ly4gl9Sh/6Qy+/3KIoajSqRqNsA7/a/fTTLYrSqaoAcLyjY29zM/vIDmP/H4hEDkQiajTaqar4P36bu7xmApdgJ7tT23SEMJjp8p6saCFv2TDVcCIG5/db89bFXGNMRzyzMTHoNY5fObgKvqCtds0rFr1lsjSbdgPSCpaqjSDFordGkQbefdJuRhSS/wYDhmTn+1Loqhz3oWfw2/xoiq+l0q5mXgzoU/rQD16+XOX1utzuKq+XbeBXvadO3RMKsQfz/sZGZkjPrOjxYDUa7dP1Hk2b7vEsqatj/+O3OctqGtB4nn1Mdqe26dyczkyXt5C3bJiabHKPnvG435q3bnKuHfHMxsSg1zgkXQLCDKVgmSzNph0p+qpYCtWmFPIoDewIpN2MKCT/DQZFf/sXOnhrG64Ujqb4YZXkq5n7KTcAsMDna1GUrTt2vBwOf6Cqfbo+EIudHRwsr6hgU2X6dL1P16t0nX0FAC2Kwgb37CNzsq/yens0jR28pK6ODfRdbnePprH/p3s87Nt8c86JRCIA4PV6VVWtrq7evn07mw/jG58jxKadTGgHmQE0RlVVNR6P40e0kGd/k7JgmMqfqKoqq81+v99yQITPNUvw1q1bDSVjB1VV161bx7bxEtgPixSB1W4eIjmPzlY5M4ioipmhakPkM9gRhMNhOTcj3vWsu5T5BgP5tz+URlfluCJ/pVRVnTRpEo6mcEPy1cx3H/oCgnzoswpOPvSiKQXHdPKhFwH50IuAfOhFQD70YhTJhz47yIeeSAH50BMEQRAEQRQKeTLyyYs59ARBEARBEARBWCP3T+gNtpW8DSW6Unaqar7NencE9D9itoy8/xFbVMoO83q9bGJ6tlZWGD8ejyc7SyZ7cmXljJnS/JEPztKMRlEWbDfREJMtMTEYQpmPYyClJVm2ZmEGWzp0xUJjTUeSmhU5ccqz46ZqAfl+Z6Jd5FgB8g5okvMozZczXcsgDj5rRV9RSwTJ11F+oypfUb4zr2WPbMs4WKrYIxjaMSxGXdeT7bBL1LaSt6HEj+z/A5HIM9u3A2dt+dzjj+9tbt7b3JyrlNvE4EqJKyd4O0U034Xsl1ZgfIP3Fkbj92frBZbO/BGD80ZR1ozG+OTxPlA2l5iksyQzWE1lxuBdlc5YU7L7mORlRvLNHOX7nTEEFSxfgFj9JOdRmhVgypZBKJi10qmoxU1OrqN8i1XJivKdeeWbgTpeqsntGBajYUSU1bjCJsIH9KHQytuH2h4OZjqGt60EgEQ8nuxKmYjH1wYCzJsS/SsvnD9f6/cnpHvEpuTO7p1rRg4HM+bUAPofGWwl0U4R/Y/wgGAQ1oy0NXTvzDY+772F0fj9Bo/Ihu6da0baMmQnpfljcl7SBV89dGjCssLkYTkYTKBMxjGQ0pKMt5oyEzmdLR0GT05qttUjWwxJmvAK2ifbOuM4G3p3rR4Sq5jqOjqmiAXIVz80fhWhmEyyFeCmCy+uunLQcUVsGQwZDAZh1ZWD3zi/22E9LmuGihoMwuqhQxt6dzmumI5gEG4fbvvaqbA0xS0PzFwzcli+osm+yRrJ19F8b2gNQ6MqX1FCx2FoASQ044YBibV+PCsMpWqn40jnRInFyI+IsGHf0Lvr65/sra+3mH6TiB3Q19eDorx9qHz1I2HIMKZnppN+rkfB1z8NjF91l9vNJucAwAeq2qNpbHtArkdsOh4Owqs1mw+WrQqHwVotYZ5Kqqrquq6qKvvDEM4JYQfs3//tcBgOlq1urdmclUpzc3M0GkVnSbSt5PezmT/sp2QwCK01mw+WrTaTHUwtJHli4kZy8Lby2ycMjsnDcohEIhjTfBwDW7duBQBN0/js80WdVWR2yYAz1mTBk5Nqp3pkS1ZX0DKW64wd+FLdN/fetnKxiqmuo2OKWIB89QMAXdfZPSWhVLHGso/BIOye8Y3DU9aIUMSS5DMYDsPhKWtenLnJcTnMmqGihsPQVn77vrn3Squo4TAcmrz6jfnBLQ/MFCg5zpYHZu548vzBslXyFbPtm7Ii+Tpa6A0tkxNFCR0H3wLIacb5ntdyP24Zmx0H3yPwbuAPPvggADCrUxwRsYb91Vfv2Tf33pdu2NjeDkLH9AJtK+vrob0dotHo2jvWf1q7EgDu7N75as1ma9EufPLx1OumDfQnZs6e42gyHYDla0Z3Z9ml/ou1dQDQ0L2z1VJOE4nEtGnTJk+enPwVxpzW2QHXVV6sqbWmkkGCF5rW3QnZZyeb4AMXa1dmFVxEHPuRhZanNUpHseLk+5MHLztbATIrlkKplne9VzF8ZeDLwksVg0//3duDkyuGFi+Vk0EAmNb59nDF1MGFt0hU7Bi9bnr//MVfOxV+Y77AkQvGd/3+XdmK2rswzXrfZB6nesP8VyyFBkdEP55Z0fGOY8KRW8XJ98/OvJ7ZVrKxsQhkLIotGx2Zrh0FgLKRfrZhgemjADA6c9Ik+PSMk4lzApavspGhstHRMpbBkf4ySznN5N8+HrNsdHTkUn+ZdtSaysTvpmJhLWVHaHAhcWxHlpdl85SM4uThoTIo8jzKV5wyPDRJTqmOB580MjJl5PKI1TbNgmLZ6AhcvmS5FbWkODpycWBK1/FJIwNTuo6LE8T4OVAEW31TFjjUGxaAYgk0OEXQcUw4cps8PDTr3DmbKhMiY0B/acrUF9ovAcCnQXghLO/9CNJg+eJfLHUxCJrTOcWY+GILESooxL9dwkEhDF7edUxrv2g5uFNxJETmylNg9Uij6PwVzCtF9n4Qrf2SNMVSKFX2YintrQHRihgcXywlJ4PAvVhKmiK+WCrxwEz1yY/EKWJ8fLGUPMXxF0tJK1XRvWHOFUuk43C8H8+sKL/jGHuxlDgZABA6oGezhX7yk7GPDwfhkVTrczLYVppEjUarvN4Fsl7MngxbIbB+/CObaWcG3vkROGs8tDwD7h3CK1bEv/nN77zwwueyVYEkDzXeDhL9lXBnONwUDAL+RSidEO8DxVuJpbSzzDY4YjD1Q/vOcDiQVRweTEx1dTWaZ2ERhcONliPzOB5wQrDkw2G/HEU06rJzObLCUKpRRxVTVl00WxSRRzQ1a2xsxLtJcqnyjQObVPqSYEXMNcsgSjguhxfU5/Pxt4Y4RcRQUVGFzTUXIjnOjifP8yryFaU1ONKuo3xFmR2HfEX5HYdB0WbHgQMefuSTbF0dCASi0eiKFdpf/MU97103dq64+TYg+gl9ezv4fCvdQ22fphnNMwy2lcc7OlxuNwAk4nG2sbGpidngVHo8ANCjaQt8vv5YjO3pVNX3Bgc/d8MNAHBXMFiZ/u274ngkDHeu2lk20n8xm/rBWynhsBXGLc8URQkGgz6fLxKJAEAoFAJQgsHQtJE26K4MH84ieRiQDehZDxeJRNhO9MdErXAYGlbthIzZMXhuJu+fIPjQwIRlZTD1w2EWi28+jgFMDJ8qvogsR+ZJETDL6mFBEauTHEW/3+/1etn4TFoe+VLdcNuuyUOXnVJMWXXZitVrqpzTeWQOaHjtJJeqoXEIh2FT/YsVw1cGRF5HbO7YT4jpVw4Onq8Iv+KwCpaq4dYIBmHa0KHh3qnhtxxW5KX5ihoMwrThttFT03e8InZszWAjbNfIYfmK2fZNWWG4NYJBsNAbZoXh9pegmJOOQ7JiiibOXm+braKdjgOHJckjH1aMgUAAtdgYA6Blw292jY4OV4gczYME20p0ucmAwbYSANCMEjfUaLRP13s0rcrrrfJ6XW53n66vDQR6NG26x3NzXR17Qn8qd76/6HJjHrRSMngmoq0bujvhHlxln1XaDD5xGJb3VzI4SeFS9wkTb7ASS2lnmRycrWrPTLKpn8ET02QcA5gYQ6p4rEXOQGv21SNbDM5cE15B+xj8ziQoGkCzAkdIV3UNVc7BPKIDGn/tcl6q6HIjCENzhy43jgthqRpuDXS5cVwxHehyI00RXW4kKwpd0Wi4Naz1hllhuP0lKBqQ0HGkUpTdcTjb206oaKfjwGGJYeSTUgvHGOhyI5S8eLFUsm0lmlHixpLxguvRtD5dZ0/xWxTF5Xa73O63f/tbNLIsRNC0Dj0Qma0b7+6ERm/WwNNVVX3iiSdYWN5fidfKCt5KDNMP19pZWgue0tQPjaIsg4kxpMp+ZAOOB8w3DI6HcpBQqnzVFarIO6Ah8ktVckU1eHQWK0V/+8unWBucUlOUfx0dVMRhiWHkg4bdvJblYZU1BNpWMqLR6KoNG3e3XxKqkg/wi2Ito6qqz+fzZJw1hItyxEkAAL8yRkTw8q5jne0XswouLo6EyPzaJjlYu4KFpcjWNnVKbF5KoVTZotjjbw1IU8RFsdIUcVGsNEVcFCtNERfFylMcXxQrTdFmb5j/iiXScQjqx9PheMcx4chnbFGs4FfGynC5Icxj5xl8PkhISD9BEARBEESekCcjn7yYckMQBEEQBEEQhDVy/4TejG1lp6qa3JlhfwGBVlloZmfwtbQck5nTKYrCVtyyr1hY9JIzKYGWcPF4HM0f+f2apqEi73FpPs1oNYVulbquo59g1kUwDuYUAHh7KT4X9jFYhYoDS4lN5rNTSbJVZNdFQh4Rx0uVr5kpbSutVV0zcsBVRb5i81ZoEnA2g2aQdmuUlGIpgD2j6CYuh4qO90QTgu255FIt0PuR73D50Qg25oZukbXncko2L57QG2wr1Wi0RVHUaBQ30u1sUZQWRdnb3Pzc44+zjf5Y7Pj4gvTCBUdmBl9L3cYELOapxBZqhEIhrIWGsOZXxmDa6urqAoEA2lbwVnGoyGfEPH6/PxQK6bqOBcKn3CZerxfjJ+fCPnz2hWLIhZ1Kkq2itDwijivyNZO3rcRqZq3qmpFjsEuGihIu34RJkqBY6NUmDxVLAewIiljR8Z5oQvgeRA4FfT9icaUcjbBhG2pJbs/zYkBvsK1EY0rcSLcTAO4KBmv9/jOnTrENNRpNrVFQoFVWOl9LC/DOlejKx4dFBz2TATFtBvNH3M8rGmzjzKeZ2T9hgfB+gpbBnKa0l3IKg1WoODAX9itJtooStETD18yUtpXWqq4ZOeBuQFRMZ4UmDmczSBDiMJhIFquihF6Dp5jacwlgcRlGIylHUJLb89xPuQGABT5fi6Js3bHj5XAYxo0p+3S9yutlG+l2AsDzijLd45k1bx7bWBsIGCztCxSDjZQjRm/MuVJVVVVVN23aZAjL3q9koWtnf8xiQVRVra6uNihaTvDWrVt9Ph/7pcsKRFXVdevWWQ7IwJxifJ/Px+fCKWxm3ySYC2lugMnXRbQijyBFvuo6Us3MKE6aNAn9apkim6s2oU9UoVM01SavFEuBor+OInqizPD9oDTRwr2OWFyxWAy7CVVV33jjDbfbzabioJbk9rywbStbFIXNuccNESomccS20gxkW+l4HAmRS8R9rHBtK4XeF3miaBKyrRQB2VaKgGwrxSiSbWV2kG2lA6wNBCrdbn6DmBCyrSSIZORXXbpZCIIgioA8acwLe0BfNf4HlCr6yyZBEARBEARRkuR+QG/GtjIdReBQyTBYRvJmdsDZSlq2fUT7S3Z6SsfJbG0rMThw5o/pEm/SGMvgoIdWU6dPn+Y9N7Mth8xhWaocN9KS5syFufP5fHL8Bw3OpAXtd5bStpK/L0TbVqY0kJVpIinNJi/l7SxUUf6twSP5OhYxWEWrq6vl1FX5XsBIrqw5ZZpIyrfmdDCPKUc4vAQAJHcfZFt51aHyQCRyIBJhHztVFd0q321ry2GyHYdfsYH+g2zDmvkRby/IB0/nOAnZLIrF4MmmV7x5Igto0hgrOZ3M/gk3rJVDurC8JZkIP0Q5zly8T6icZUYoJN/TTY5tJX9fCLWtNBifYSchE2k2ecm3swRFybcGIv86FjFYRaXVVUOHVdxGmfJNJOVbczqeR94GzSAhrvuYkLwY0E9oW9mn62sDgR5NA4Dp40+zav3+8qlTc5NipzEYHqGZHW5YMz9CfyWDM11Kx8lsbSsxuMH0CtPMBzRpjDWhg561ckgXVr4lmQgwd9L8B/n6U+gFmNK2kr8vhNpWovEZ3izybSul2eShkas0R1f5twYi/zoWMVhFZdZV1mFl2y3apwga1QmRb83pIFgl0tUNcd3HhOR+yg2YsK10ud0tiuJyu2dVV7dGIlVebyIeHyjYCpEMGiky7zzef5BtoC9hVmFT2lHx9ny8Q1a2tpUYXFEUVOGd+PiA2RpjYSKZ/RP6QHm9XpsmUKqqxuNxQ1j2leNGWqXgW1e47mMG0t0X4uANZPFmsV/Ds0WmTR77g97p06flOLrmkBKxH5UDVlFpdRU7LPnPy6GIGtV0yLfmBOfyiG01P8LhxxU5yR2jsG0r8wpHbCvNONmVgm2lOPtLycaafMBScB8j28p8VjQJ2VaKgGwrRUC2lWIUybYyO8i2kkiBhKdWBWFbKS6Rxf1ckLAM2VYSBEEQFsiTxjwv5tATBEEQBEEQBGENGtATBEEQBEEQRAGT+yk3Bh/6e8Yd3BA1Gq3yeheYW0xZHCQbncK1Xu8W4J3gect5NEvO1oc+ObXsRDRe7ejoYB7boVDIpgussw7WBht1tLfH1FqOnC64nYAWpIvYbFuoSTO6IwMAXjuhpYr3DnA3uOU70RrSqk1JucLL9/YuBeSXqsk3qDiI/DySYlZk6OJZI8O3b9iY2xpVmCYvntDzPvS85fze5ua9zc2dqqpGoz2axuznn3v8cbYf9/QXkd0NYrByN+njngFDhJT29rxotiSbefMe2zZdYJ11sObdqTGawRHc2eByKAWzbaGmE+gfzF870aXKbrqUt6c4UR75ry8ohYoq//YvBeSXqv2eN1ty0nGQYlahUnbxWEmS2zdpzV1eDOh5H3recr7W70/E49M9niV1dZUeD3tIf+H8ebYf95wqukYz2crdpI97BvgIKe3tcWe2GNxY0XgVPbbt46xxNaaQD+tUauU7XudQOiem6eJMmtE/mK8YQksVb7qUt6cc5L++oBQqKlEc2O95iSIjXfOFjQx/gOT3GOR+yg1c60OPlvPoNO9yu3s07Zyu9+k628P+/0BVcU+RgT70aHSarY97MhghFouhVTxvb8+b32eFwY0VzbxVVV23bh0eZtMFlj3FZLb3Do4G0A/bkFpHKHof+pyYbYsrVd4/WI5ROt50/A1u+U4k0lFkFbWUkVyq9nteCxS9D33RKGJMVVVvvPHG5EYm29f72IR86B3DER96M5SCD71JxPnXkg99QSg6bic8IaVQquRDLwLyoRcB+dCLUSQf+uwgH3oiNxSEDz1BEARBEET+kycjn7yYQ08QBEEQBEEQhDVy/4S+RVEA4J5QqEVR0LOyRVGW1NXVZvzRwx9fBPCuamiVhZ4euOGIeVZKZ0n07GtqasoqmuFE9H9kycY027GNwwLB6cXZJjIlvGGf40Za8p255NtWFrT7mEnkmEjy+RJqzZmM/GrjlEWseUqhopYCpXAdqRkvFEVD14CjFOZqwDfmPp8v6JRqRvLiCX2V19upqsB5VgKAGo3ubW7uj8WYf+XvjhxhJpWHXn65RVHYMcy5sgj8Kw2uWAarLLaiwkEnu5TOkujZl200w4kYk8+FzZRjKMuJTAlvL+W4kVYp2FYWtPtYVoguWD5fQq05U0pLrjZOWcSap3QqanFTCteRmvECUuRHZThKMbgey8yp8Cf0odBK91Dbp0F4JJz2mLWBwDPbt0/3eNRodIHPB7oOAN8Khfp0nQ3ca/1+ZlLZo2mDly9Xeb0utxsAlIce2vqLXwAA++qUpmV+qC+UO7t3lo30XwxCOH1O02FwVUOrLPacmz3QYqPYYBCmjbRBd+VTNpKa0lnS4/Hww+6G7p1gLjuGEzEmb/hlyGBD904YGjBfVnyBGBOZTRwDGezzbEZOHdBq9TCJITsSFA3IV9zQu2vy0GWhioFAgN2D7IGZoDzyRplssCtaEUm+CzZdeLFi+MqAMEWDRWwwCNOvHBw8X7FTiFoKgkGYNnRouHfqL2UqDreNnpr+U1mKWx6Y6Ro5LF/RZt+UFY70hvmmWILNuOO97YQ40nEY/IVxlKKqKjbm2LBv6N01OjpcUQ/tIldTi31CX18PivL2ofLVj4Th4fR/cuiPxb4VCnXs37+EG/O1RiKtkcjNfj8ADMRiH6hqj6YNxGJn//jHPl0/3tEBAD/bs+dAJIJfCc1LZh4Owqs1mw+WrQqHIZj9H1eYq5qu66qq6rq+detWANA0LRKJMF8kNtXk1VfvCYfhYNnq1prNFlSSUVUV/67X3NwcjUaZWV4wCK01mw+WrTaTHf5EVVX379/PYmIu+Axi8Lby282XFYZKTmRWcTKDFlRORTYEtFw9LJDVFbRDUh6lKu6be29buVhFvAdBcB55o0z5pYoEg7B7xjcOT1kjTpFvdoJBCIfh8JQ1L87cJK3ahMPQVn77vrn3ylQ8NHn1G/ODWx6YKVBynC0PzNzx5PmDZavkKzrVN6XDUKoO9ob5o4hI6zhy24w724+bUXSk4+D9hVVVffDBB2F8wMM35rquHzny/X1z733pho3t7VBfbzsn6RFoW1lfD+3tEI1G196x/tPalQBwZ/fOV2s2C5LLISxfM7o7yy71X6ytA4CG7p2tlnKaSCSmTZs2efLk5K8w5rTODriu8mJNrWWVzLCw07o7IfvsZEh/UvCBi7UrswouIo6EyHbKkxQzK1acfH/y4GVnK0BmxVIo1fKu9yqGrwx8WXipYvDpv3t7cHLF0OKlcjIIANM63x6umDq48BaJih2j103vn7/4a6fCb8wXOHLB+K7fvytbUXsXpgnsmxBpvWHOFUuhwRHRj2dWdLzjmHDkVnHy/bMzr2e2lfXCntPLWBRbNjoyXTsKAGUj/WyjyGD5KhsZKhsdLWMZHOkvs5TTTP7t4zHLRkdHLvWXaUctq0wAC2spOxO/uMVGcCFxJEQWl9SSV5w8PFQGRZ5H+YpThocmySnV8eCTRkamjFweEdemJSmWjY7A5UsCW9EUiqMjFwemdB2fNDIwpeu4OEGMnwNFENw3IdJ6w5wrlkCDUwQdx4Qjt8nDQ7POnbOpMiEyBvSXpkx9of0SAHwahBfC8t6PIA2WL/7FUheDoDmdU4yJL7YQoYJC/NslHBTC4OVdx7T2i5aDOxVHQmSuPAVWjzSKzl/BvFJk7wfR2i9JUyyFUmUvltLeGhCtiMHxxVJyMgjci6WkKeKLpRIPzFSf/EicIsbHF0vJUxx/sZS0UhXdG+ZcsUQ6Dsf78cyK8juOsRdLiZMBAKEDejZb6Cc/Gfv4cJp1sSltK9ORn1aVbIXA+vGPwexXWhicqng7JOb2GI/HV6zQ/uIv7nnllVnWVHjXSIzPu2Giv1I43BgMAv5FaEIhg20l77mJ5nS4MxwOmA+OxaJpGksbADCtcLgpq0TyJLuCsnJmqQ2HQ5Yj81guT8uUoGLUUcWUFQPG751w2O94Hg01nCniDWWnkpuHN3Rjk0pfEqyIuWZFihLSqk0OFdlccyGS4+x48jyvIl+xFK5jETeqpaBop+NIHpYw5w+0G+bNtSORyIoV+t13f/udKWOni5tvA6IXxba3Qyi08vahtnSjeUaybSUb5fOWlLuffvpAJMJWvuahT+UjYbize+eakcPWamRKpyocWMC4NeSdd7YEg7BmpK2he2dWKsmukWi3hBu8v1I4DA3dO9eMtJnJjsFKEs2beHM63sKSBV89dGjC4FgsmDZey3wcA3xiMPt8ai1HNiQ+qTwtVg8biqauYOEqbujdtXrIMcWUFYO/dxzPI9Zw3qoyuZILLVWDsVo4DJsuvLjqykGhitjcsZ8Qq64c/Mb53dKqTTAIq4cObejdJVPx9uG2r50Kix5bM9gIe83IYfmK2fZNWZFcqhZ6w8JSLJGOw2Zvm62inY4jeVjC9mMbzjfgrE9Zt+7XG3p3ff2TvUJH8yDBhx5dbjKwNhBA7/k+Xe/RtCqvl1lYMrdKAOg9dWptIDDd4wEA3Hkqn1x+0eXGAganqkAgEAqFOjo60O3R4/EwFyRcZZ9VfINrJNot8b5LvHEewNWl7hOCacM4zLyJN6fjLSxZcLaqPTNYLJg2g5bJOAYwMXz2DVZ61iJnoNVG9bChaOoKFq4imhU4QsqKYbh3nM0j1nD2Y7KjowOSbij5pYouN4IwNHfociNKLwl0uZGpyFxupCmiy41kRaErGg1Y6w0LS7FEOg5ne9sJsdNxpHO7xjacb8CxT0GXG6Hk/k2xMG5b+aP77lsbCCTYz5rGxie2bv27HTsORCJ9us4ezLcoCtv4QFVxZ5Ghqmp1dXUkEoHxeqNpmsfjYX/NYQZJFmB/HvJ4PExi0qRJaLeEG3Ct15J5+LSpqvr0008vW7ZM07RYLLZu3Tp2zNatW30+n6ZpbNqMBVjabJaDITEG2ylMrVOgT5Y0SNEOKSsGf+8IBfPlSCW3Jl3EFFNFLWVK4TqSYqEoYkxVVePxOPvIN+DYp8h5I65A20pGNBpdtWHj7vZLQlXyAX5RrGVUVfX5fJlHD7goR5wEAPArY0QEL+861tl+Mavg4uJIiMyvbZKDtStYWIpsbVOnxOalFEqVLYo9/taANEVcFCtNERfFSlPERbHSFHFRrDzF8UWx0hRt9ob5r1giHYegfjwdjnccE458xhbFJk1+dpa8eEJPIBYekOeVhIT0EwRBEARB5Al5MvIRPoeeIAiCIAiCIAhx5P4JvUnbSvw2K+fKFkVZUldX6/cDQKeq1ubHr6hkDM6Pyf5HAMAbJFkgpW0l2mL6/X70bQxlbwzKB0/pxMcrWkg8ek6xFeWW42QALQudimywIpUA7z9IioWlyFc/Q2sgGmkVFZs1tuZYwkXErPl8Psk3o/zbvxRwvJXOQ8VibeJ4CrpzxMTrus7Xjcxu4HIWp+fFE/qUtpVqNLq3uflAJIKHdapqp6oOxGJoW/nc44/vbW5uUZS9zc3sLLZ96OWXWQQAON7Rsbe5mW2wb1/dtYup5Ci7KTA4Pyb7HxkMkrIlnW0lv5/3bbQTPKUTH8PykhRD9kUspuEtCx0hpRWpUGxWElLMoaLBMZNvDUQjraJigyDtIvIGc/JvRloR6ziOt9J5qFisTZxBsXA7R0x8ct1As2MYH6VILtu8GNAn21YCwMenTwNAX6obCW0rL5w/zx66b2xqYmfdFQzW+v3nPvqoyut1ud0A4G9sTHBdY63f/+7hw6iSJxiM6lL6H9khnW0lv9/g22g5eEonPjTitJZ+tK20GSezBG+saZ905lYEkQxf/Zy6600iraJig2BwyBUHZk3+zUi3vwgcb6XzULEUKOi7g3fT5usGDqvEjVImJPdTbiCNbaUajbrc7iruqrOx+/GODt620mBe+byiTPd4plVW9uk6+zFgOGAgFltSV5eQ9fTLJOhzxGwrYdwOCfejI5K1+OlsK9GkD2z4NhqCs/QzMM1oxGkt/TBuW2k/TjrsG2vmA8XhBVaCinz1k29bKQ1WkrFYzJpDLlHiyG+lc9IvFGUTl3MczyNfN/hhlWGUIrNsi8q2kp8xLx+yrcwqONlWiqYUDBbJtlIEZFspArKtFAHZVopRJNvK7CDbSudZGwhUFvhjLbKtJAiCIAiCKBTyZORTVAP6qmL/mxFBEARBEARBGMj9gN6kbSUAMCecvLWeFIpN06VkIzxmNMk7S9rx5zJ4YjL7Szb1H9PMH2MS3tyKnd7R0WHZWzMzjlt3lYL7GCkWgWLRZ7BEFEuBUriOpFgoigYzbhxlBQIBHLfgzm1OqWYkL1xuTNpWMvhjeIdKfj+M/04oGmyaH6W0xYRrnSUt+3MZTkH7Sz7N1my/DA6YYMNb04yWs/ZSJeI+RoqFrlj0GSwRxVKgFK4jKRaQIu9TyZuM4ypYyR7EeTGgN2NbiRv8MbV+/xduuok5VOL+Kq9XjUYXFLJXieMYjPDQaJJ3lrTsz2WwrUxpf2k4xiToD4WnW/bWJAiCIAiCcAT0qWTgKIs35ZTsQZwXA3pmW9mxf/+S8TEfmsfjtHj26qhZ1dVLuHEhe8lUn64f7+jA/WsDgQORiL/o/tBpx/youbk5Go0yIzxVVW+88UZN09gvSwy7detWALDwE5ZN3WHRVFXdv38/zqvB4PwxFsDTVVUVt/rEcXupUnAfI8UiUCz6DJaIYilQCteRFAtC0ePxsOk0AKCq6hNPPIGjLIQfekkg93Pocd78z/bs4fcbHrF/d9vYHKSN174OvTYpYKeqLsn+YXCeY3OSieEd8qtXr072V9qxY4e14H6/nx9kNzU1seB8mg3HZBXcsCEIx6fxiJgXRIqkWOhypEhYphSuIykWiqIhJo58gBuuXB16vfy44wlIJvcDeseZVV1dmgtnTUK2lQRBEARBEI6QJyOfvJhy4yxkXkkQBEEQBEGUDkU4oCcIgiAIgiCI0iH3U25M+tC3KMpALPbdbdsORCJ9um44slNVi2maDfqbAgDzhmfrqe24qPKeqbzlPNrDo3+8hdlmvMc8Gr5qmsYHtOBDjx6u1dXV6KNvIY4BzL6u65hCO9lPiXyrXTtvErBG8vsNRMO/msDx4JgdAMBr53jF4GGVxOv1NjY28q9cAM7eWDRCi5Qn5e0sVBEpDt9rIielar/HyQr5eZTWAiAFfT9icem6zne42FOwoQXbjwfL6ZLz4gm9SR/6c5xHCn9kp6q+uHMnAOxtbmYf8Vv5eXEKVl3QG94pF1WD5TxvO2PZ4t3gXYNJ5QNa87dBD1fcsOyTw4PZ51PouMO9fKtdy28SsIxkk13gXk0gAt5IGK+duFcfAPciCEO+eHtj0QgtUp7k21mCKKNofK9LHPmlKrM5ZeSkrko2nCno+xGLy9DhYk/B75dctnkxoDfjQw8AS+rqcHyPR64NBHZu316zZAkAJOLxe0KhWr+/T9fXBgI9BduYor8pesO73e5IJGLH0DQQCCRbzvP28JYt3g0e85hUPqA1H3r0cMUNa3EMYPb5FBaBw73lNwlYRrLJLlxr8es4mB3+dhNaMfBFEHy+DPbGohFapDzJtzNB5DmO9Dh5jrQWoDjA4jJ0uNhT8Psll21eDOjN+NADwAKfr3XcYB6PPBCJbN62rfv4cfaRPdp3ud0tiuKS5f3pOOhvynvDswf2lmNGIhHmw6qq6oMPPsjCGizkrcU3BInFYiypfEBrPvTo4YobNv3sGViqfApFONxLttq1/CYBy0g22RUNnx283YS++gBSVRLe3riYSL6dZaoXge81AdJL1ZEeJ1tKoeYUwf3Id7j8G3jkd8TIpNHRUaEC0Wh01YaNu9svCVXJB9YH6yu1o1rHoGghX93UEd+yrnC7tdNVVfX5fMk+9AYWB+vLtHe1jsuCgpd3Hetsv5hVcHFxJEReHKwvk1I9rlXM+goWlqJ3080z9A87JTYvpVCqM+6c/4VY3/G3BqQpLrlt+pnr551/5UNpirX10y54a/TdH0hT/LJ/6uDCm48++Yo0Rf+6L15ZtESqYuMXR758q+W+yQI2e8P8VyyRjkNQP54OxzuOCUc+3k03Dw5+9gXBvwxzvyiWkAz50BMEQRAEQThCnox88mLKDUEQBEEQBEEQ1sj9E3rztpX+xsZKj+dAJGI4LPOJBYHBcBAtlk6fPs1vWHayMxjhoVkemmwEAoFsfZ0wzTjll5nQoRbvxGfNNArTyZYJGhKcdSmMw7t0oSWZ40ZaBe3MZRL5tpXS8oiVRNM0O7eeSQxOsiDRtrIUKmopKBYfyfbK8XhcaIODiuCcYbRJJDc4PJIbHBQtUKNMg7sxX24sU7ydJdlWpratvCcUUqNRNprnD9vb3Dx0+XKPprEfBgWKwf8ILZZwAweyliV4IzxDNLaRra8TpjmlCZ3Bic+aaRSmM2WCLYMJ45c6OW6kVdDOXCYpYv9BQyURvX4r2XJU2oqxUqiopaBYfCTbK4tucFDRccPoCZHc4CQjU7GgzUANJtpYbpipYratDIVW3j7U9nAw0zHmbSsX+HxsJ7pS1vr95VOnKg89tFbij8uU3Nm9c83I4WDGnKbD4H+UbFKJ9nbBIKwZaWvo3plVfIMRHkbjvSwNNHTvXDPSliE7mGaDCR3G5A2bDDlq6N65eujQhGWF6UyXYJNxDGDCeEsyayk0T4ON6mFDMdMVtI/h0ktQNLChd9fqISGKWEmw7rH9gvLItwDJlVxyqW668OKqKwelKQaDsOrKwW+c3y1JDyAYhNVDhzb07pKpePtw29dOhaUpbnlg5pqRw/IVs+2bMpBsr2xocKz1hmYU01kAO66IZGxwxHYc8hscgxmo473thNjpOHj7Xb7cMFMpbSs39O76+id76+udykFqxA7o6+tBUd4+VL76kTBkGNObtK0EAOZEybtSDsRiAPCzPXv4V1DJ5+EgvFqz+WDZqnAYLNQS3kiR/bBD1zz0WlIUZf/+b4fDcLBsdWvN5qxUeCM8VVXj8TgLi16W7DDcDgahtWbzwbLVGbKDaeZN6FRVDYfDKf2hMEcseFv57WbKis++IcFZxUmJwZLMWgrNJH68PC1WDxuKma6gffhLL0cRrs3jvrn3tpVLVRSUR97pLLmSiy5V/oYNBmH3jG8cnrJGjmIwCOEwHJ6y5sWZm6RdxHAY2spv3zf3XpmKhyavfmN+cMsDMwVKjrPlgZk7njx/sGyVfMVs+6YM4E2BDbWhwbHWG5pR5O9Hw3V0VjElkjsO+Q0O3/M61dtOiFMdB18JMaaqqjfeeCPLVLJt5X/7b7X75t770g0b29tB6JheoG1lfT20t0M0Gl17x/pPa1cCwJ3dO1+t2SxILoewfM3o7iy71H+xtg4AGrp3tlrKaSKRmDZt2uTJk5O/wpjTOjvgusqLNbXWVDJI8ELTujsh++xkE3zgYu3KrIKLiCMhsp3yJMXMihUn3588eNnZCpBZsRRKtbzrvYrhKwNfFl6qGHz6794enFwxtHipnAwCwLTOt4crpg4uvEWiYsfoddP75y/+2qnwG/MFjlwwvuv378pW1N6Fadb7JvM41Rvmv2IpNDgi+vHMio53HBOO3CpOvn925vXMtpKNjUUgY1Fs2ejIdO0oAJSN9LONIoPlq2xkqGx0tIxlcKS/zFJOM/m3j8csGx0dudRfph21pjKBRTwKWcqO0OBC4kiILC6pJa84eXioDIo8j/IVpwwPTZJTquPBJ42MTBm5PGK1TbOgWDY6ApcvWW5FLSmOjlwcmNJ1fNLIwJSu4+IEMX4OFMFW35QFDvWGBaBYAg1OEXQcE47cJg8PzTp3zqbKhMgY0F+aMvWF9ksA8GkQXgjLez+CNFi++BdLXQyC5nROMSa+2EKECgrxb5dwUAiDl3cd09ovWg7uVBwJkbnyFFg90ig6fwXzSpG9H0RrvyRNsRRKlb1YSntrQLQiBscXS8nJIHAvlpKmiC+WSjwwU33yI3GKGB9fLCVPcfzFUtJKVXRvmHPFEuk4HO/HMyvK7zjGXiwlTgYAhA7o2Wyhn/xk7OPDQXgk1fqcDLaVajRa5fWq0eiSurracXujA5HIQCzWp+sbm5qq0iwfZqE6VbVWiikSWyGwfvwjm2lnhmSTLIP/ETpYxWKxFSvi3/zmd1544XPZqsC1Ro3A+S7F4/FYLMbWdqCvUzjcGAwC/kUonRAm3mDsZbDfYvsVRWFC4XDITHAsBBh3uWGnszR7vd5wOGA+jpmU4047kXmyLU/LJPudOZWFdGBZ4TJ/0YqIoVSjthUNHqasmrH97L7AA8Jhv/08pjSo5Y35eCtVNsVTdKlirkOhEFN8SbCi4SKihLRqk0NFNtdciOQ4O548z6vIVxRXqoZWWtx1NPQREhQRZxuc/FSU1jmmU7TZcfDDMxz5YJ3hDbsVRVm0KHbnnZuPV46dK26+DYh+Qt/eDj7fSvdQ26dpRvMM3rYSACo9nh5Nc7ndek/P5264AQCOd3T0aNrGpiYA6NN1Nu5nfjjMHmfo8uUZN9xQXlFRcd11leNv3z3e0XG8o4Otna31+9mRdwWDlelfz2uZR8Jw56qdZSP9F7OpH36/3+v1KooSCATYBtvPL9P0eDxs5BQKhQCUYDA0baQNuivDh7NInsE7qa6uzufzRSKRUCikKEooFIJxXye2OjschoZVOyFjdjDxAIAn8lp8QF5oLPjQgMmywuFOKBTavn07KxALcTKnnN9pOTJPtuVpGd7vzFg4YhT5soJx3y6hioihVDfctmvy0GWblwlvDb6W8vcFHmA/j4ai429w3MMfL6FU+VwzxU31L1YMXxkQpmi4iMEgTL9ycPB8RfgVIXIpFacNHRrunRp+S6LicNvoqek7XhE7tmawEbZr5LB8xWz7pqwwtNLBIFjoDbMSYr91sYkTp4g42+DkraKxc7TX22araKfjMNiL48gH60xyn/Lqq3M23LZrdHS4QuRoHiTYVqLLTQbQttLgR/m5G25gvjdoesPTH4tVejzMyPLC+fO1fv+F8+fxdKTW70/E43jkKWGGsuhyY550Jlm8SxfzRUJTRVxln1XaeAdJ4HyXNE1LZ5KKS90nTHxmLYZBCFe1ZwbttPB0g1GUyThmUm7YaS1yBlqzrx4mSed3NuEVtAyWlcHvTJxiOtCswDJ8dcVqxldXQ322mUdDNcNLhre8wdDNvuKEJDcC6HIjB3S5kaQHV11uZCoylxtpiuhyI1lR6IpGw+1jrTfMSsjQqIpTRFI1OEI6joyKUptxx3vbCbHTcfD2lLzVNdaZlH0KutwIJS9eLIW2lQY/SpfbzUbnA5z1LDvmme3bAeADVe3RNPYtOx5PR9i3/JH5Q7JJFrOt5E2d0BcJTRVtoqrqE088wXyXVFXlY6a0m5ww8XCteRP/iJHfbyHxaKfFn55VIs2nPNlqyj72k5qfilhWBttTOQhSVFV1//79rJpZq65m4KsZbyCLt7zBSlUC4jKbgaKpNnmlWPSIaKUnFKLrKILCvR/5JhpHZaqqPvjgg5BUOSW3rgJtKxnRaHTVho272y8JVckH+EWxllFV1efzeTJOCsJFOeIkAIBfGSMieHnXsc72i1kFFxdHQmR+bZMcrF3BwlJka5s6nWhehN4XeaJoErYo9vhbA9IUcVGsNEVcFCtNERfFSlPERbHyFMcXxUpTtNkb5r9iiXQcgvrxdDjYcTAmbMzHFsUKflIjw+WGMI+EH3NCJeQ/6iMIR5BfdelmIQiCKALypDHPiyk3BEEQBEEQBEFYI/dP6LO1rWxRlIFYrMrrnVVd7R9fHJPuXLYQthBhvkhsLY7X6/V4PMxosqmpyVrAlPZ8zF6D2cigr1PyOtfMoAkmSxvvgocGfJgjaz9k0d0PfRLR39MOfFItZz8djgfMQ0XDpZeAtDwKqnIG8K7EO50ZOmG1dFwxmVKoqKWgWAoY/JeLUrEU6mpxKPKmw5DKzZk15mxbRlOeJ0/oedvKA5GIGo22KMre5ub32tqY+83xjo69zc14vL+xcWNT08enT/doWouitCjK0OXLbBsjdKqqGo3iAf15thw2M4YlcWzNXCAQiCdZ/ZjHYKXEhgt+vz8UCjE55sFkYb2RIW0YnM+FzUV+eIewj04tpsGkgo3sp8PxgHmoaL9aZou0PAqqcgYMfrJsm6+WEiiFiloKiqWA4X4pVsWir6vFoWjoI/jRVF1dHY55+G3R5MWA3pptJW9GeeH8eeWhh9YGAhhhusezpK5OglulCNAXCW0B0WjSMimtlNJZT2aFIW0YnDfgSzbjy1aClYPBJ9EmvGGfwYKKMIP9apm3CKpyBvCu5FUymMkSRCmT0hO5yBSJQsFgaYqjKfYyMraT35ZA7qfcwLht5Y/uu29tIMB8JxPxeDrbSgBQo9HjHR1VXu8Hqtqn6+zbn+3Zw85F58oeTTun63hAAcF8kTweD/4hnv1xx32tI6c1VFVVVXXTpk0AsHXrVp/Pp2maz+cDq75OfNr44JgLw7Y1WNoikQg497hUVdV169bhR6eMQZHCdeYyiYPV0jzS8iiiyqWDVzFUSwkUfUUtEUWiOCiFulocirwx99NPP71s2TI2zmEzUQGA35YA2VY6hiO2lWYg20rH40iIXCLuY4VrW2mSUihVsq0UAdlWioBsK8Uokm1ldpBtJZEbyLaSIAiCIAjCEfJk5JMXc+gJgiAIgiAIgrAGDegJgiAIgiAIooDJ/ZQbZi4JAFVeL1sUy1znO1W1Nj/+iiEBg0kq2ntXV1ezDbZQOlszbN4m3GAJz6Lpus57xmclgcEDgQDv1ItxGhsbk53vM5vxGUx/UQIAWPnEYjE0zjdfDslewgab/0Ag4LilujSrXbS/Za63EiyTsTw1TeONeCXguC00HxBLEgD4IgXnfOjT1XC8wZkrgmT/cjnVBikOF+p8Uyxi8Mbk+xQ5isA1BUIVEfLaF4GDeUw5wgHOlp7fjztLxYe+Pxa7JxS6JxTqG18uwFznj3d0oKl8blMoAYNJKtp78z7fFtxM8fTkE1k0g+N1VhIYPNmpl8VJ6XyfOaYhFC/Byoe3ejWPISx/OmbZcUt1aVa7WCbSzG6xPA1GvDKlRQTEkjRUMweNhNPVcODuGskOzdKqDVIcLtT5pljE4P0ozRU+XVMgAfLaF6ToYB6TRzjA9Yb8fsldZO4H9H1Jtwq6zvO29MWNwQQd7b1xw5qbKZ5usIHHaLzjdbYSGNzg1ItxUjrfZ8YQCiWwfKwZ5xvCYmnwWS5cS3UsE5tm/+bB8jQY8cqUFhEQS5KvZs4aCaer4agi/30I0qoNQVgD70dprvApmwI5kNe+CBzMY8oRDnC9Ib9fcheZ+yk3Lrd7b3NzIh5nb4ACznWeN5UvetjDAFVVq6ur9+/fz+y9eZ9vC26meDozm2eeSqqqTpo0iUXjHa+zNUxN6UHOBzfsz8pa21AOMF4+BuN8C6iqeuONN7LS4LMswlJdjtUulol9s38LFI3ZNm8krCgKVjNxRsLspQ2TJk0y3OCOvw8hMyVSbUpBsVix3+xbVuSbAjnSJULh3h0pewRVVePxeMpMycwp+dA7hiM+9GZ83EvBh16cn71kp3w+YCnYCReuD73Q+yJPFE1CPvQiIB96EZAPvRhF8qHPDvKhJ1Ig4clcQfjQi0tknvjFEvmG/IpBVZEgCKIIyJPGPPdz6AmCIAiCIAiCsEzun9An21beEwoBAG6wbeZlmcuE5hRrNk9o1cT7M/LRTp8+jWGztefjfaAMnpjMoZId5vV6cc5Zto6QfChDTDsmYo5k37yK6AVVeCF8Pp9k9zGTbqQOItS2Ei3G+Brr7HXkPUYhlTseW3El0yYPcy1ZsbhNJMm20kHkN3HyjTKRUqirBW2Umew1jC1nsh02dpGP2lQ1R+6f0CfbVvZoWoui4EaLogxdvsy8LAEAvSxbFGVvczP7n220KEp/YRqVTIg1myeDrRJuY7TksOZXbxi8CxGDQ6XX67XsCImh+Jj2PQTTZd9Bd0KQ6MyFF0K++5hJN1IHEWpbiRZjfI119joaXPCS3fHkO4HmxHu06E0kybbSQeQ3cfKNMpFSqKsFXaqG8Yyh+0DYfsldZO4H9Mm2lcpDD60NBACg0uNh1jcXzp9P6WXJntlvbGrqO3OGHXmKGlAOtE8KBAITeieZOSZlcIPtHTpUYkDLjpAYCjcc8RDkTTDRItBZd0KZ4IWQ7z5m0o3UQYTaVqLFGF9jnfWRNLjgJbvjyXcCla9IEFkhv4mTb5RZUhR0qWLvYBgy4UCI3y+5i8z9lJtk28qf7dnDntB/oKp9us5cLJO9LBPxOO785MyZHk0bKNLH8ww75keRSATGfzLy/kq6rmNY/pis4G3vmBPfpk2b+ICWHSHR7BI3nPIQZM9ET58+jRaBItwJC9eZyyTZupHmM/x9YaixDvpI8gZ8KY0yoTQMFkmRyGfkG2XyUF0VgVN5xN7BMKxCO2yccgPSu0iyrXQMR2wrzVAKtpUmEWd3RbaVBaFItpUiINtKEZBtpQjItlKMItlWZgfZVhK5oSBsKwlCMmRbSRAEQVggTxrz3M+hJwiCIAiCIAjCMrl/Qm+wrcx1cvKLDAZJZuDNoTBUU1MTWjSiwUUgEMjWvS6dlRgG573/DG59lhFnsOV45FJwHyPFIlAs+gyWiGIpUArXkRTzXBEHM/zwiX2VbFuJ465tNlXNkfsn9AbbSmZD+equXcybcm9z84FI5Jnt2w1ulczCsuhJZ5BkEt4cKtk7kn2FXo3ZutdlsBJjMXlFg1ufZcQZbDkeuUTcx0ix0BWLPoMlolgKlMJ1JMU8VzQMZjLbVlr27LaG8AF9KLTy9qG2h4NpD0i2raz1+989fLhP13s0LRGPrw0Epns8BrfKRP45DN7ZvXPNyOFg+pxaINkgKRiENSNtDd07zZxusORD6z2Mxns1GtzrGrp3rhlpy5CddFZiGNPg/ce79TV071w9dMh+WTkVR0LkBgHVw4RipitYBIobenetHiryPMpX3HThxVVXDkpTDAZh1ZWD3zi/W5IeQDAIq4cObejdJVPx9uG2r50KS1Pc8sDMNSOH5Sua7JscIavesEAVS6TjENSPp8NOx4GDGTO2lTgK2tC76+uf7K2vdywLKRE7oK+vB0V5+1D56kfCkG5Mz2wrWxQFbSsHYrEl477mzKRyIBZDt0rgLCzzh4eD8GrN5oNlq8JhcLBeNjc3R6NRZpCkKMr+/d8Oh+Fg2erWms3ZqmAoVVXD4TCzcDJ4NaKvUzAIrTWbD5atzjY7qqpOmjSJxURFANi6dSsAsN/HLHhb+e3WysqQSMtxJEROKk+Hq4cJxayvYGEp7pt7b1t5kedRgiJv6BYMwu4Z3zg8ZY0cxWAQwmE4PGXNizM3SSvScBjaym/fN/demYqHJq9+Y35wywMzBUqOs+WBmTuePH+wbJV8RQt9U1YYStVab1hAiiXScTjYj5tRtNNx4GCGjcoMtpW6rvP72Sjo1Vfv2Tf33pdu2NjeDkLH9AJtK+vrob0dotHo2jvWf1q7EgDu7N75as3mrIJc+OTjqddNG+hPzJz9/2/v/WPjOM9730criTIl7R7JtJUoS7uWdB1jTStpYnmXSSULUlaxq6ObH+u0CJK0yx5f+B7YIdCLXrRCBTQIEuE4Jz0XRRY2kATK5fYkri4SbxLXDgx4LVWWmnLW8a/I7EhIaPo4msiWSEvdFSWSopb3j8d8/Gpmdzk7O/Pur+8HhjEczTzf99e878PhzHc+GEwxfYDrtW58LDQzfWUgTkS7xg8drbOmSyIxe8cKdMOaK1sGvKlcunSpt7d3+fLltYV6x8eo/urUE/zylYF76goeRBwNkRtpTyjWVuz5za+Xz836OwBqK3ZDq644/WrPtauX7wy8VSX46n9/cW55z/wdH9VTQSLqHXvxWs+quds/olGxsHDD6unb7vjUm9nnbwswc5H4a0+9olvRfIV6va9N7vFrNWx9xW6YcIJYx2sr+r5w1Mh8RPHtvvVsW8m5cRDoeCk2tFBebb5MRKHyNG+4Z/UCES30LVtG7/4+kML5AdcrVJ4PLSyEuILl6VCdNV2axZihhYXyzHTIfNmbyhKu1yLkqTqBBg8kjobIwRW16xWXX5sPUYfXUb/iymvzy/S06mLwZeXyyvJs2euc5kExtFCm2RnPs6gnxYXylcsrT59cVr688vTJ4AQlfhMUqaG1qQ58Wg3bQLELJpwOWDhqZT6Lije/806DKkuiI6GfWbnqp6MzRPRumn6a1fd9BG1wvdQPS11Jk+l3TSWmfNgiCBURUr8u4aOQBF9x+jVz9Irn4H7F0RBZac8Ah0cVRf97sKUU+fsg5uiMNsVuaFX+sJT5y8tBK0pw+bCUngqS8mEpbYryYalLj/QZj70VnKLElw9L6VNc/LCUtlYNejVsumKXLBy+r+O1FfUvHO99WCo4GSIKNKHnp4W++c33fvxamr5e6f0cfkR+dSTiwbbycCbzxeHhav86ZhgDWtz++Q2B+xZ/5Cft3KCaObLhETs/iiNkqVSSZ9y3bSt95jNffuqpG92riBMlEamukZlMplgsylfNeL8UJptNpdMkfxGqJiSFNE1T9buUOPx2LBtFiWI2O+wmeO0axWKxbDbZSJzgIjstQV22Z+ME1zgtq5jXrth5raoauvFDpT/3W1EmN96QGYMvDZHwS0616xUjOXX+8V3Ria0TRYWfNQ9EcpHHH5tSVfQr6m/VDlbsvAmnFRQ9LBy2hCcWixGRGHNTJcNuIiqVSp/9bDSdTolicM/bUNAvxY6Ovu9yUzGbZzZEo1vj8TdNs6I3pWzzfv4/71f/P2GahzOZw5nMD//+7/n4k4WC7JwO+D3ar2ffd7lxPyLF/8hmeCRZuHge8QEHDvxG3rJ3oyI5pc1oaXh4mD1t+EfWUo/JZt9/1b2akPqrAinmTRJHNYpSFTk4v9Ve79WrxmwkTtCRbZagi+1Z3/CoF2cVavdgByiKWUEH1zFoRZuhWzb7vsuNL4oy7dg2+BrhXyHY5cavCtqmJnLMP+Jyo60TxeUm6Nya4QybXW40K7pcm7zhbFX3q2GbKnbJwuHXOu5S0cPCofp0cyinJaXNsFu5qfe+y01w2TxpsK0Ul5sl+S8HDhj5PLtV0vXelLy9IRrdEI2uDYc3RKNGPs+uOLK9JhLhPRenpuRc2flm8I6n4nLjHvE/EsMjRowgxfNIPCXlLXs38eUsm2ukaZocX/VXsh0jr7pXQy2kat4kcdich8svihKc32pvEL/i+Bi5oiUo0ftmBdpYsgc7QFHMCrTRDa0qLje+IJObbNhmDHG58UdPmZpE0Tb/iMuNX4pLIi432hTF5UazYqBvNNqoazVsU8UuWTgCWser4WHhsNlz0/XG3FTJsFud6MTlJlCa/2EpItoUi/GzMVuVpFb1puTtCdM8Z1knC4XdqdSRXC6RTBJRIpnk7dcNY8I0+Ug5V93Zgoj/Ef8dx7IswzDUu/Wq86NqLecePkt1jTQM47nnnuNne1R/JfUYbyoc/C//8i8ljmVZLGQYRsKnx5+8tYO2yNKkNktQPQTXOFDsYMVA5WRyk42gFZ3SPs4/7tE/bLqBjr8Yodj6ihxKTc+qGXZrrmaAtpVMPp/fvnffk6MzPsYcM4wJ09w3NORjzMZRX4r1jGEYsVhMnm6viLyUE5wEEalvxgQRfMXp18ZGr9QVPLg4GiKr7zbpwVsPtpciv9s05uv0UptuaFV+KfbkLy9rU5SXYrUpykux2hTlpVhtivJSrD7FxZditSk2uBq2vmKXLBwBrePV8H3hWDLzee+lWMd3VP1Fh8uN79zc36/nbVf9aLiNFKiE/ttgAAAAAADNokUyn5Z45KZeNuDvmAAAAAAAABBRK9yhd2NbaeTzG6JRfr3VeSIRbY3HO/WePaNay3k4XfVxU6OR4ruUz+dVDybPiJZYxQ0PD/tV/lgsplakQVTb0AZL6MT3gFBsoqK4smrAdrUGTfd0YmcrdgPd0I/doKh5iqNg6mirRUUXctlZ1V7dV1riDr3YVh7OZMYM43AmI/6VRHQ4k/nFP/7jvz7zjLpTPZGIThYKT4+M8OnOwzoAm7Wch9PVNzMq+i45PZga1FKt4vwqv60iDaI6dTZYQie+B4RiUxRtrqwa8HeQu5Hr+E7sBsVuoBv6sUsUNb8RG0QdbbWo6EJucwwPmpZI6Jn/cuAAEfEdd9W/kog+tGnTx3bsOGdZu1Opieu75GShwDn9pVLpi8PDA4lExcO6HKfjEqP6Ltk8mBrXslnF+RKzWkW8YXPqBMCJzWNRA/4OcgAAaCk6Y4qz1aKiC7nmHKMlEnqxrdwUix3N5daGw6p/JREtX7FiwjTXhsOHM5m1ig/gpljsi8PDRj4/PztLRPzZKedhnYFf/keGYZRKJafvkrrtCzaruBY0cbM5dfpewrZ25oJiExU10w1N2g2K3UA39GM3KOon0Dqqht2qP28jbuAeaP4z9F8cfv/hokQymXD8KqMeUHE/39rvbIarNIJ71Nz6q1/9qtNfqcFH551aqqKP5ffxqbvHH39cthsvoQ3fA0KxSxRJr2dCNzRpNyh2A93Qj92gSNptYQKqo1qLf/iHf5C0Sva/n2P86O+CKICN5if0QDMt4q8EAAAAANDutEha1RKP3AAAAAAAAAC8gYQeAAAAAACANqb5j9yodvJU3VH+cCZje5he3eP819rnth3+uqhKNH5XQzy2xTzVl+CkmNyrFq0eYmYyGS6nZVnibe+5hGIfWyqVpIQi4ZfdeDfYCXeDol/fZ6gLX65El3RDJ3aDYgcjMzZ7Aur8KESDK5cH9Hu0d4YrvH5F29iQZjRNU7Rkp57R0xJ36MVOnhYd5YlI7OSfHhk5kstdLhadBvNGPs/ONvzjhGkezmQOZzI//Pu/f3pkhP/jc7XXyWf8dVG1ReNXv/2ySq1ocu+LG2s0GlW97RspIVfZab3v41vwXWIn3PGKfn2fwT3aTIuZbujEblDsYGTG1uzq3RTFpni0d4ArvH5F29hQv5YjWprbtiUSelLs5BPJ5KVSiYjETv5SqbQ7lVodidjM6YloQzS6IRoVh8o1kQh/Tfbi1NRAInGpVJJzm1Gn1iUcDudyuWKxmEqlxGNbNU/1JbhqbN+gG6uU0xdve7GPVUuoNgUAgl/fZ3CPX1ciAJ2BzNj6vxyiX1G/R3tnuMLrxzY2Kjaj5rZt/iM3tOhD/4ODB3tWrZK76WInf6lU4sdytsbjl66/TzZhmucs69zib0ivG8Y5y+IIEofP1ViboPDXRdWyLP4uMS3eluY/FTntLD0H5z9ysbH9/v37+QkffhSnXqSchmHs2bOn8RIyagnVpvCLbrAT7nhFdZDowccr0SUd34ldotjxNLiOtIVil9AB16M6NgzD6O/vD07LJc1P6J128vwM/b6lnlh1Pha/+/qn3Co+i9+m+OuiKk8DqzceEomEL4/QVXzUWHV894DvJrJBOOXb6AY74W5Q1PnoPOPXleiSbujEblDsbJwzth4aXLm8ob+aneEKr1nRNjbC4XDFUaqzbZuf0AMAAAAAANCOwIceAAAAAAAA0CjNv0M/YZpjhnGpVNoQje6u5Axl5POvHj++fe9eeYSGjWvOWda+oaENVR5UYqvKMcNoiwdvMpmM6sYodkj8AjX7InlwshPLpFgsZvOl4mj8DijHr9efq6JJEyk2f0Qk+715/4mVZLFY5LfFk8mkLwZbXP0Os63Ub7Doe6MtSaCtqtq5yvWoRzEej8vA1uyUp23Y2GYMncOG9DqBEmwrA6Mp/dgxU1xFYFtZFzJhRiIRdaIWiTNnzqhjhkdst9hW8lutm2KxD0SjYkx5OJMZM4zDmQwRjRnG7//X/xI7Sz5l39AQP3Nvs6p89oknVGvLk4XC4UyG/SvlyOnWe0fW5sao2iGJ+a6HsKqPkvqKhi2aN0ewiiZNpNj8qfsb8f5Tf7HxxQRK6mgrFTd1g8GFbjBYJL8bbUkCbVUJrl6PehTVga3ZKU/bsJE6yuUctKKg2QmUYFsZDPr7Uf9YbYqlI2wr3SMTptO2kiXUMaN5xDY/od8Ui/H7r+xKyVaVRCRek6sjkZs3bhQ7S5XpYtFmVXlxakoiCGxhKUe+2XqTrM2NUeyQ+M40eXWyE8skm3eSRFO9Guv156rmxyQ2f+JfSV69/6R4nF0VCgVfTKCk+mqppKnbF/0Gix3QaCoyYtXrUR3GwSmqA1uzU562YaPaxWq2iIUTaGegvx/1j1X9wLayLtQMp+JErY4ZzSO2+Y/cnD9z5mShQET88AxbVd7c3380l+M9a8Ph8akp1XqSHS0vF4u7UimbVaVqdinH87+qR7Ya4sbI5kcHDx7kv/tHIhH+44786IvW5s2bOZo8ckON+XOJSZNhGIZhLFu2jB+5Yf9K8ur9J1aSlmX56AMltoBqqaSpfZFgOt5gMYhGW5JAW5VHrM0dVYZxcIrqHs1OefqHDWm/NPQ7gRJsKwOgS/qxG0ZO+7aqTJg228pSqcQSarqiecQuW1hYCFQgn89v37vvydGZQFVagfvSg2vMl83CXCNBDMOIxWK1uz8WX1WOfex0djQ4CSK6Iz0YMl8xC7MBBV9x+rWx0St1BQ8ujobId6QHQw0Pj/oV6+7B9lKMPnDXOuu3Yxqnl25o1XX333ZL8dzJX17Wprj1k6t/v/5DU8/8VpviwGDvxegW68nXtSnemVg1d/tdLz/2jDbFxJ5br354q1bF5K3lOz/ueW3yQIOrYesrdsnCEdA6Xg3fF44lM5/oA3fNzV24JeAncJp/hx6oaHgrJVCJFjFvAgAAAADQQItkPs1/hh4AAAAAAADgmebfofdgW8kP0G+IRm/u708svpHAPpW2EzdEo5va8IvN4gYoLo02a0gPqF544pIZDofFX8mzBaHzRKcnJnmyG1PttJxGk3UVsmJYtYS+W3e1tTOXSzrM70yqw75SPDACdXWUq1LeRhgaGtLcj90wULtBsRvQP+F02BQHRR8VbTElreLH6G251qN+qdak+XfoPdhWElEimdw3NHT+zBkxo5yfneVtCTJmGEY+38pulTXgrKKaNaQHVIslceVzenJ5fmtETlR9msTTsEHbzWpGk96wuXRVdPZsnLZ25nKv2El+Z1Idm29scK6OIqSqaO7HLhmoHa/YDTRlwumkKQ6KwcWUtKpiruWjbg0CT+iHh++5d/7419JVD2jEtlI1o7w4NZX5m7/ZnUpJkNWRyNZ4XJtb5f3jh3aWT6Sr19Q94gYoflJib5dO087y8V3jh+qNqVosiSuf6q+kWlgS0a7xQzvLx91Ux3ai+DSpnoY286Zd44d2zL+wZHCpfkWjSfdxqoVVS26z7vIWuQa7/Bse9Si66kHPOBstaEUbe88+sWPeN0X1cpOLxTnkfKyjCKkqNqNM/a36wMWfbb96TJtiOk3brx773NSTmvSI0mnaMf/C3rNP6FS899rxT72Z1ab48CN9O8sn9Ct6WJvcY5twPK+GraxooyMXDqeiv6vtkviycNgmakmrKuZae88+8dnJpwcHGy15bYJN6AcHKZN58YUVO76epWo5/fkzZ47kchOmuSEaFdPJTbHY0VxubThMRGvD4f+43raSiPgu/oZo9HXDmDBN/tf/56mnjuRyEmRtODxhmuoBwfG1ND275cFjoe3ZLDU+Liu6AVqW9atffTWbpWOhHUe3PFivyv79+4nINE3DMJ577jn1k7GSNMt2Ok1Htzx4LLTDTXXUE8UT07IstRb81BD/zsrBj6+4131byekjIyP5fJ5jeohTo+QqjUdmHO3pz/CoR9FVD/qCNkW1jr/Y+KXjK/xXlIuFiJxDzsc6ipCqQoqXpZ5WVa+CdJqeXPe5Eyt36lFMpymbpRMrd/6s7wFtwyabpeMr7v3Fxi/pVHxh+Y7nb0s//EhfgJKLPPxI3+OPTR0Lbdev6GFt8ga3qrfVsMUVu2HhsCk2vtrWpejXwiETtZpWqcuHYRiJRIIVf37TvtFRCjSnD9C2cnCQRkcpn8/v/vR97w7cQ0T3jx96dsuDAck1Ea7XuvGx0Mz0lYE4Ee0aP3TU75pKzN6xAt2w5sqWAW8qly5d6u3tXb58eW2h3vExqr869QS/fGXgnrqCBxFHQ+RG2hOKtRV7fvPr5XOz/g6A2ord0KorTr/ac+3q5TsDb1UJvvrfX5xb3jN/x0f1VJCIesdevNazau72j2hULCzcsHr6tjs+9Wb2+dsCzFwk/tpTr+hWNF+hXu9rk3v8Wg1bX7EbJpwg1vHair4vHDUyH1F8u28921ZybhwEOl6KDS2UV5svE1GoPM0bHQbXK1SeDy0shLiC5emQ7zVdjBlaWCjPTIfMl72pLP2FAw7rqTqBBg8kjobIwRW16xWXX5sPUYfXUb/iymvzy/S06mLwZeXyyvJs2euc5kExtFCm2RnPs6gnxYXylcsrT59cVr688vTJ4AQlfhMUqaG1qQ58Wg3bQLELJpwOWDhqZT6Lije/806DKkuiI6GfWbnqp6MzRPRumn6a1fd9BG1wvdQPS11Jk+l3TSWmfNgiCBURUr8u4aOQBF9x+jVz9Irn4H7F0RBZac8Ah0cVRf97sKUU+fsg5uiMNsVuaFX+sJT5y8tBK0pw+bCUngqS8mEpbYryYalLj/QZj70VnKLElw9L6VNc/LCUtlYNejVsumKXLBy+r+O1FfUvHO99WCo4GSIKNKHnp4W++c33fvxamr5e6f0c9qIhottisYq2la0PvyFw3+KP/KRdXTj9j4goGo3ye6WxWOzMmTPbtpU+//k//+lP/5N7FTHFEzcbcZCk620x2ReSd2azqXSa5C9C1YRsPphi7CV1KRaLTu+/bHbITfAlGyqbTbqPY7Mek8IQkTS7t8i+F7URulAxr12x81pVnXz4odKfB6Oo2sWylVs2O6xKBNekIp3NJvQo2qZTUeFnzQORXOTxx6ZUFf2K2i4NDf3YdMXOm3BaQbGRhYND2byG1f2WZfH8Njw8PDIywplbYfF91eCet6Gg79CPjlIsdk94/vi7VbJ5IhJ3+YFE4kguR0RrIpEJ0+Q3Yi+VSrzBpjdrIhEimjBNNq7hDfajXBOJyEZCu/Xv17N0//ZDofL0FU8jkv2P5M1ohkcG7yei4eFhokw6PdxbPk7ja7Inlg6bSCSi0SifLrbrDP/o9OTiH7NZ2rX9ENWsjgS3WVJKXVKplKoei8Vyudz7wecve2grtaHcx7FVUy2MRPMWub6ieh0eUKymuPeTTyyfn+3sOgataJt8sll6YPBnPdeuXvZbUS5DlmMrN/4VYvXVY3NTPdln/JSrKC2KvfMvXDu7KvvLoBQZmU7Taeq9dnzhzdWPPxNsbs1whr22fEK/osu1yRu2SyOdJverYZsqdt6EU1mxsdW2XsVGFg42/IhGo7FYTBIJdT/f4uT5jXWJMnv/6YmFhWs9QWbzpOGRm0zmxe179z2ZnXFzsJHPb4rFyLKIaCCR4Dv3vHGyUOB/SiST08Xi2nB4dSTCG0dyOf6n9xJ9y9Kf0BPRs1seXGO+7O1vNzb/IzUVth2QzVIsvqO85WOnaelxIfZJuVxONdJ22mKqonwb++iWB0PmK2Z21k1w1ZLSeQARRSIRNe8/uuXBFadfG8teWbIKtXEZx2Y9ZitMI5Hdc3TLgyGvw6MBxVo92AGKv9j4pXXWb8fcTS++0A2t+uS6z91SPHcye9nfsHIZipUbk83S1k/u/P36D03Rb/1VdEqL4sDgvRc3brHo9YAUbdNpNkt3JnbM3XbXyxTYby3X8/hjU4k926/etlWrYnJ7ecvH3axNvlDXatimil2ycPi72i5JIwsH33rnS1tNJGQ/p/VOxbm5C7eMevkgj3ua/6VYla3xuJjNi9Ekb8g/TZgmf4tqQzTKG/JP6ultB/sfGYbR39/Pv/PxHXr2WuLHV+r9WN3+/ftjsZhpmqqDpGEYy5Ytc9piimi9wdlTMhKJcPBSqcRllgNisRj/Ncqm6I2KRpPuMQyDW4C/kqtGazCyE98DQhGKHSBnGMaePXu0yTWFeqdT4JKOvxih2PqKHErNatTMxza/6axpSyT08tTNvus/rq4+jaO5SJqRr8obhhEOh/36rtjjjz9ecf9Xv/rVyOJ3u+SXhHpF1eDqbxoSPKW8ETF0fc96xnPLqCUcGhqS6jceuRraPg4HRSi2ixxfhvXemPBRWhv6h0030PEXIxRbX7FaKDWtqnDwj/7OrwLUoCUSeiBoWHUClWjKUl0XrV9CAAAAALQLLZJXBPulWAAAAAAAAECgNP8OfQfYVnpGnB9V+0hSLM/EblL8K5P1vO9rs78U20rVqE4cJ23eju6D2wpfzbzJTflVK0xVQt4B4PdZ5QCXiE+lai9lq75o1RW5Bi6r3DjSaN4GSVsoCr63qtrvmUxGRmxAA8MWTUZmf38/b6RSqbouQ89Um3w0UO9U0zi2iUUD+uvY2fD1aFmWnn60WRvrHDm0WNkOvh59X22XpPGFQ20l7iDTNCumVaZp0uL7M5qnnebfoR9IJBLJZCKZ3J1KHcnljuRyRj5/OJMZM4x//Pa3D2cyhzOZF/75nw9nMpz3dxKJRGJ4eNiyLKd9JCkvVEWjUTY/4oFSL+ovBrxHoqnvaFcsg5vgthNFa3h4mHMjVbF2NGkQm0Q8Hk+lUqVSqeIBSyKn848Vq8+H1Ru5Bo10WV2oo6hTFYWAFMVOkUdsoAODlCtRRqZseLsMPVB78gkU/Yre5o1G0F/HDkY6Tls/yvVoWzo1oHOUMs0aqzpFG184pJWkg6qlVbS4ZOifdpqf0KsY+fw5y5owzd2p1KGDB+//0pfYb35udnZDNLrWD4+UlkKMHW2uaqlUanh4uFAoyIa3+HI6pykSR0wwVcdJWxncB3eaQvJ+mzmdG1SnS1v52dPTdoBL5HQbavXFyrPtkDaxmZ9qUAxaSAPqJSYjNriBYbuiZWTKRr2XoWeqTT4a0K+of8Tqr2MHI9ejtn5UL8xGlmAPVLOBDg79Y7XBxKYpSCtJB1VLq2TJ0D/tNP+RGxXxnTySyz144MAT//APH7z11svF4ttzcyt6es5ZVofZ3ajGjrzHZlvp9K+sK37F0w3D4AGXSCTC4bA4TtZLRV+2Bs2bpEGKxaLaDuIP5WwxN1Szl4pGo1J91dnTL/T4VUmb0KL5qU7FtnYfI2UYs5/pAw88QESqE6u/A0O9alQHVR99XV3i7VJqU7qqsp2HXI/ZbFZPP8r1aLM21oA6+XQqTTF19asf1Q6qmFaZpslLhv5pZ9nCwkKgAvl8fvvefU+O6vvyS7O4Lz24xnzZLDT0AQjDMGKxWO2LORZfVY597HTW44ct3EgQ0R3pwZD5ilmo7+sS7oOvOP3a2GjVD0n4FUdn5CUDhhoeHvUr1t2D7aUYfeCuddZvx/yYXgK9LlpE0SXr7r/tluK5k7/0+cNSNdj6ydW/X/+hqWeC+rCUk4HB3ovRLdaTQX1YysmdiVVzt9/18mOaPvNERIk9t1798Fatislby3d+3PPa5IEGV8PWV+yShcPf1XZJfFw4mCUn8+gDd83NXbgl4MdvWusOPYBtpb9xdEYGbY3+gYGhCAAAHUCLTOat9Qw9AAAAAAAAoC6Q0AMAAAAAANDGNP+Rm8OZzNZ4fCCROJzJbIrFNkSjmxZfIJB/am4Jg0OcTdnQVDVJtdnuNm74rVrbismuzfTam/2tzVPWaaJvc/h2H9nZPuLw2oixq81GnaP57lStzYe+iYr6DYwDrWNFf309iraLhRoe5O4JuhOr+TdrGKgV56JAFZvo7t8NdMOkCsUWV6zx+SBOcohIsh05uI68pwFa6w49f2RqwjTZfn5+dvZkofD0yEizyxUU4mxqM0l12u426KLq9NV2ml436Jaqvj+u+nbbHL7rilmtfRp8V11aVfWR9d0ytmM82msr6rcwD66OFS83PYrkcLvX1rBBd6LTv1nzQGV13z8mUJEmuvt3A10yqUKxlRWrXeOS5KjZjmYr+pZI6G/u7+eN1ZHI1nh8TSTCN+kvTk0lkslL7ekO7oZq/q9O290GLcZt1rYVTa8929/aPGXFhLWiw3ddSPGk+r7410qrqj6yneStro0OM9uuOAYCdfcXRdXtXrNJc9Cd6PRv1oa0pLavTDTR3R8AoIFq17gkOWq2ozmvaP4jN4lk8kgux9trw+EJ03zHss5Z1uVikYguB/+VnBZBvNv7+/udtrvUmMW46pyqul9XO6YubNbay5Yt4+d5bPtVT3oPcPV98a+taKMehGVsu3u0tybB1bGav35w7v6iqLrdN8WkWQMV/ZsDRW1J378yUREY3gdNN0yqUGxlxYrXuPoZEzXbkYP1ZPTwofcN+NDXFdwX39ng/GvhQ98Wir7bCS9JN7QqfOiDAD70QQAf+mAU4UNfH/ChBxWADz0AAAAAQLvQIplPSzxDDwAAAAAAAPBG8+/QH85kvjg8rG64x8jnVZvLDqZB0yWbM538yC/esZubZwlbcLGKIyIxguTgjdjGBWF4p5pp+m6k1dbOXC7pMNvKFlHU3Krd0KTdoNgNdEM/QrFdFMX+e2hoiJR5u1QqyX7JfLrFtnJDNDphmkdyOX479kguZ+TzhzOZp0dGfvj3f//0yAhvG/m87V+fHhlhm8tm10AHDZou2fyV1B/Fzc2zhNOgjWOqhk2qQaQHAjK8U+2lfDfSamtnLveKnWRb2TqKOlu1S5q04xW7gW7oRyi2i6LYf4uEOOTK/gYzn3ppfkK/O5Uy8vlzlrUpFuONCdMkooFEYsWqVfxVqX1DQxOmec6ydqdS8q+XSiW2uWxyBdoBm7+S/Ki6uXm257MFl5iqYZNqEOkB1cfTRw9Bb2aaQIA3XxCgVQEAoMUR+29G5m11f4OZT700P6FnNkSjRKRm507byrXh8OFMZm04LPvZ5lJ3WZuEX6ZLhmHIDW/VLI/8sOdTbSv3799PRPI7cSPl54dt5Ga/X48iGIahhvLdSKt9nblaGbSq73RDk3aDYjfQDf0IxbZQHBkZyefznD6paZW6PwjdGjT/GXoikkfn9w0Nqfv59jz/3/l4/UBrvFash3q/sepEzVzD4TD/qO4cur7xPQf/6le/yuZNasAGy59IJIJ4ntjHEjrxPWALKpL2t/vRqr7TDU3aDYrdQDf0IxTbRdGWMlVMq97X/dHf+V4AJy2R0AOdwLYSAAAAAMAXWiTzaZVHbgAAAAAAAAAeaP4detW2cms8bnuQZswwbHts7pa1zS49WGG2FOK1RIufLm/kwRgnqkGezYPJX3K5nFhYNhInOLsr370CO8OZC4odr9jxFewSxW6gG/oRim2qKCmEaq4tuumAVK+n+XfoVdvKk4UCW1I++d3vHsnlfnDwoOx5emREPYvNK9mzcsI0D2cyhzMZtrnkI58eGTmSy10uFtUj2w7xWrIZJPkYX/WvDEKCUS0sGyE4uyvfvQI7w5kLih2v2PEV7BLFbqAb+hGKbaooKYSqpbmmgSf0w8P33Dt//GvVfz1RbSt5z0AicXVubncqtToSkT2Xrk80N0SjG6JRdrxZE4nwuRenpuTIS6USR1CPDJT7xw/tLJ9I+/qLmLg0ihFSOk07y8d3jR/yJb5qkGfzYNo1fmhn+bhf1VEtLDn4jvkXGg/uVxxyeAX6GFkC+j48XCj61oOtqbj37BM75ju8jvoVH7j4s+1Xj2lTTKdp+9Vjn5t6UpMeUTpNO+Zf2Hv2CZ2K9147/qk3s9oUH36kb2f5hH5Fv9YmN/i7GramYpcsHP6utksSxMJR0W5YUri9Z5/47OTTg4N+KjoJNqEfHKRM5sUXVuz4epZq5PS0aFvJXC4W2aFSPCsvO3zH2Zb+ZKFARK8bxoRpOm0uOYJ6ZHB8LU3PbnnwWGh7Nkv+jhJ2aWQjpGef/WI2S8dCO45uedD30a96LaXTdHTLg8dCO/yqjmphycGPr7jXW3AxgWowTg38imwrahDDYylF33qwNRV/sfFLx1d0eB01KKrGauk0PbnucydW7tSjmE5TNksnVu78Wd8D2po0m6XjK+79xcYv6VR8YfmO529LP/xIX4CSizz8SN/jj00dC23XrxjE2qRia9WAVsPWUeyShSOIdbyGYtALhzqjWpb1q1999Rcbv/Tzm/aNjlKgOf2yhYWFgEIPDtLoKOXz+d2fvu/dgXuI6P7xQ89uedDNuRcnz6+6offy9KW+D3wwoOL5CNdr3fhYaGb6ykCciHaNHzrqrqbukZi9YwW6Yc2VLQNBqIhQ7/gYBVAdJfjlKwP3eA7uVxwNkQNtzy5X7PnNr5fPzfo7AGordkOrrjj9as+1q5fvDLxVJfjqf39xbnnP/B0f1VNBIuode/Faz6q52z+iUbGwcMPq6dvu+NSb2edvCzBzkfhrT72iW9F8hXoDXJsEbath0xW7YcIJYh2vrah/4ej5za/f7lt/i2XRYm4cBDpeig0tlFebLxNRqDzNG0uyeoGIFvqWLaN3fx9s4fyA6xUqz4cWFkJcwfJ0yF1N62AxZmhhoTwzHTJfDkRFhAKqjl/Bgyuk75EDbc/uVlx+bT5EHV5H/Yorr80v09Oqi8GXlcsry7Pl4OY0h2JooUyzMwHOohUUF8pXLq88fXJZ+fLK0yeDE5T4TVCkgNcmQdtq2HTFLphwumHhWH5t/uZ33glQhYj0JPQzK1f9dHSGiN5N00+zcxoUNcP1ui89uMZ82SzMEdGVNJl+11RixuKryrGPnc6OBqEiQnekB0PmK2ZhlnytjgRfcfo1c/SK5+B+xdEQWWnPAIdHFUX/e7ClFKMP3LXO+q05OqNNsRtadd39t91SPGf+8nLQihJ86ydX/379h6ae+a2eChLRwGDvxegW68nXtSnemVg1d/tdLz/2zKVH+ozH3gpOUeIn9tx69cNbtSomby3f+fHg1iZB22rYdMUuWTh8X8drK+pfOKIP3DU3d+GW4GSIKNCEnp8W+uY33/vxa2n6eqX3c+qyrXS6WLYC/IbAfYs/8pN2jcBWR/wMFrs9EtG2bdZnPvPlp5660b2KzSwyk8mwLaNYKfFD7XyAHJzNptJpkr8IVROS46WQrKLaX4piJpNhIZfB1XbgcvKbwcPDwxwzm024j+MG0cpmk75E9j0gFJ2K4l3VwXUMWlE1dOOHSn8ejKLT1o0rKBLBNSktzn48b2hQtHWiqPCz5oFILvL4Y1Oqin5F/a3awYqdN+G0gmKDCwdPJoVCgRbTJ1UiHo+LBfbIyMi2baXPf/7PC4vvqwb3vA0F/VLs6Oj7LjcVs3mq07byZKEgJpXTjjdlm8jXs++73DQ+ItneMRqNitsjb+zZ8yN5y96NimoWqVpG2qyUOClXD85m33/VvZqQrWwSX+wvbSaV8XhcDc5vtdeuhZRzeHiYs3k1pvs4blDbxJfIzoB+DY96FGv1YAcoillBB9cxaEXbbJDNvu9y469iRVs3/hWCXW6Ca1LbvCEuN9o6UVxugs6tGc6w2eVGs6LLtckbzlZ1vxq2qWKXLBx+reMuFRtZONTJRLIaVUK1wOadu3f/o7jcBJfNkwbbSnG5qUa9tpViUvlmi1n8istN43DyWigUxO1RNuQtezdxVLPIXC4Xj8dtB6RSKRYih7OkvOq+ZHDbiWJ/qSoWi0XV4V7eal+y/Gz5ZJomXyG2WriM4wHfIx/1b3jUo1irBztAUcwKtNENrSouN/5S0daN6H2XG5/1FGzzhrjcBKdoQ1xutCmKy41mxUDfL7RR12rYpopdsnAEtI5Xo5GFQyYTW1YjVJzoxOUmUJr/YSnGvW2lalLZwbDtkbg9qraP7lHP4r90W5ZlGEapVOL4uVxO/JXqlahYNsMwvvOd77D9pSgSUSQS4edw6io/Lbp2GobBH3BVY/qOajXVmgGhCMUOkNOvGOi8UQ39rdoNdPxYhWKLK8pkomY1aloVkK4bArStZPL5/Pa9+54cnanrrKdHRjbFYicLBX68vi1QX4oNFHkpx9vphmHEYrHI4l8/qqG+GRNE8BWnXxsbvVJX8ODiaIisvtukB2892F6K/G7TWJ3TSyN0Q6vyS7Enf3lZm6K8FKtNUV6K1aYoL8VqU5SXYvUpLr4Uq02xwdWw9RW7ZOEIaB2vhu8Lx5KZz3svxQZ8T0GHy40HdqVS5yyrjbL5NiIR5FvFgQYHAAAAAGgpWiTzadGEfk0ksmmpu7wAAAAAAACA5if0bFv5g4MH+a78hmhU3o5Vj2FHy2q2lUY+X/HEFsfp48avlorzYyqVEv8jsYD0EN/mryQmkqQ4Tto8Lt0HtyzLdiIXVd0virWDS0yuphRJHlbjd1DcF7Ii4grKL7Vws8vORiLb8NBlDcpRw43T4oqqx6IvAdUhJ8HPnDkT0MCwjXDnRaSOycbl3KD6zAYaXy5ermNww8Y573Veq3YJqvGx53XQPU7PZdvSHBzVkgENBLH2uVHUX0e/FHlslEol9Rqv6AYuO/W8nN4SL8VOF4sbolEjn58wzU2xmBhTvvDP/3w4kzHyeSI6WSg8PTJic7F8emSE3S3HDMPI54/kckdyOSOfV49pZSr6uJHi/Ki60TcSn1G3OYdQHSdt7pPug9tOlA1nwCVfDbEVWCJIg9D1RlHeEFdQtdllZyORnSqaabxxWlzRdqX4EtBmMcYLakADwzbCnReR7xVcEvXi0hA/Go36fq3ZcM57ndeq3YBzTQl6qnF6LmsbOdWSAQ0EfT060V9HHxWdDt1OCVkWNde0+Qn91nj8n7PZ+J49a8PhteEwKcaUc7OzG6JR3plIJsW5UlwsL5VK7G65OhLZGo+fs6zdqdSEadL1TpctSzUfN3F+lAMqmk66j6/aU5Jit6Q6TtrcJ90Ht50oRVX32wqwZExGIkiDVDOKqgtxBV1yZyN467JG8KVxWlzRdypeg+KXSn4PDJuc8yJSpfUgF1fQ8WUS8P1as+Gc9zqvVbsBmUKdGwFR0XNZD+pUoH+sBno9OtFfRx+RsWG7xqVS6rKouabNf+RmIJF4KpvdEI2K6/zrhnHOsi4Xi2/Pza3o6TlnWXS9c6Vsi7slf52Kf1wbDl8qldrO15K9jQzD6O/vf+6550qlkmryyH+JW9I9phq5XI4WfwU3DGPZsmX8p6L9+/fzX4hisZi6XVdw9UTDMDZv3sxFzWazsl8tgBu4HQ4ePMgR2BOKG8Sb/aUNbm3LslRLKX/tpRrsMg949gZtI0UKzAVM9R0rFov896ugFfv7+3lbLiJatGr1Xa4a/Efh4DpR4sskYLvugkMUbR2qgaBbtRuQKdS5EZCi9BpfjCyk32BR81gl1LEeZBCq17hhGJzHJxIJ0zTVZfG9mr78T41LL0mL2la6pKXcLX2xrXRj+9gNtpWa7S81RO4S97H2ta0M9LpoEUWXwLYyCGBbGQSwrQxGEbaV9QHbSh/oPHdLDb+ztoVtZYuYQIHuQf+QwyAHAIAOoEUm8/ZO6OFuCQAAAAAAupzmvxQLAAAAAAAA8Ezz79C78aEXm3k+mBRnevUwm0t9NdP6FsTmAS8/JpNJMVQuFov8NrqH+Daj2YqGqfUaJ4tvbiwWU621xZtcdZu22W+7RNqBFL98X3yIOYjaqr5bqtfr6+8Lmp3v291OuFpwfofS23WxJOrAkAvTsqzghmJt9Dumd9iwaRHFbkD/WO2AT21A0V9FmcDF7tOWVvFnTGzLxwEfKrE0LXGH3uZDL3by7Chv5PNsM09E7GZzJJdLJJPiSf/kd7/LbvQ2l/qThYJY2k+3tumNzbJdNaXmdHZ4eNhzNk8Oo1mbNyrvr9c4WfXNdb48bnObrnjMkkg7yIYvPsQSxNaq/lqq1+vr3zj6ne/b2k64RnC173w3FFeDyzUS6FCsjX7H9A4bNi2i2A00xd2/3T+1AUV/FW0ruzOtUjMfzSO2+Qm904feyOfPWdaEaW6IRtmHnm3miWh3KsX/KnfxBxKJq3Nz7EYve8SBXizt32ztidVm5S4/ijetaZqNOC7ZjGbFG1W1h6/XOFnKZrPWrug2Xc1xvzaqOTdv+GIPLEHUVvXdUr1eX//G0e+d3NZ2wk6kOmrf+W4obgvO10igQ7E2cEwH7YL+sdoBn9oA/iITeLWv66iZj+YR2/xHbpw+9Fvjcc7IJ0zznGWds6y14fCEacrzMxuU1PBysShu9BxBdaAXS3t99fGEuFAXi0XVf10s4Q3D2LNnTyMSYsKqGqaq9vC+GCcbhvH888+Hw2Ff3KalWTKZDG/44kMsQUzTlFb13VLds6+/Z/Q731M72wlXhKuj9p3vhuLqxS7O9+oFrtndvymO6fp9r7tBsePRP1Y76VMbUPRFUSZw9U68+hkTNfPRPGLb24eeaRE3evjQ1xXcF99Z+NAvpQgfep+BD30QwIc+COBD3wGKXbJwwIfeF5p/h75xOsmNHj70AHQJuFgAAKADaJHJvBMSerjRAwAAAACArqX5Cb3TtvJysViX3WQb2VNWw+aN5XR+VF3t3IcVs8hSqaS6fWUyGY4WDofFy6leXycJbrPUlOB8mGrP58E0Svwl6XrnHL9MxMTn0Xd7srZ25nJJhzkeypBmPyX1egzIDFRGnRjUJhIJza2qTU6dMUiLFaAYzPFEqtlEUrOHbAcjI8c0TT39qH+sOqU72H1Y/8LhY6tK4fltaWfapppri66e0dN8lxty2FaeLBTEsPLpkZHDmcyYYYiXpRhTyjE2t8r2RX1jQ7IKquRq5xIxi7R5J0k01cupXl+napaath/FttKDaZTNLEzq4peJmDOOj6/ptLUzl0s6zPFQhrTTWTJQotGo6uuquVW1ydm8azW8Eqf6/2q+NPR7yHYwqkWynn7UP1arSetR7IaFw69WVQvvzEbktqPvum5ofkLvtK0kIjGsvFQqfXF4eCCROGdZu1OpCdOkRWNKOYZPUd0q2w6b/5FYZVV0tXOPmEXavJMaNMG0BbdFkx/VSnnzNxQfRgnlr4mY6vNYzYIK1KDDHA9lSKvOkoGagcqoU31dNbeqNjmpo7ZrTb91rKDfQ7aD8eZ67Iui/nVBf2X1o3/h8LFVpfC2bESGinrta+7N5j9y47StJMWwkogOZzKbYjH2puQUn20o1WPoerfKtkPsIw3D6O/vF6usiq52HlC9kwzDMAzjgQce4H9SvZy8+TqpZVODq56Y5MnfUHwY5e+eROSjiZjq82grrS+0rzOXSzrV8VC1rQzUDLTiqNPcqvo7MYhrrSLSj6T90miKh2w3oLkftY3V5tINC4dfqIWXbEQ17I5Go8269jvBtrJFgG1lXcFhWxk0sK0Mgm5oVdhWBgFsK4MAtpXBKMK2sj5gWwkqANtKAAAAAIB2oUUyn+Y/Qw8AAAAAAADwTPPv0DttKzfFYrVP6QCfyto4fZHkqXrPNk+qbZM4Sw4PDzfu2yjecHyiWnhRsR1TL1I2b/adNqqZoPlrM9cN7mOk3ZtPj22lavPa4NB1qWhzx9PZqt3gr9oNit2A/kk10Mu/It0wVjujVW0pk0jE43FnrvWoX6o1aYk79DbbysOZDBEdzmRsVpX8f5tP5dMjI0dyuR8cPNjsSviJ0xepcZsn1T5JnCV98W1UPf7Uwqv+lbZjPMDt4M2+00ZFEzTfbea6wX1MvzefHttK9XJrfOi6USTFAU1zq3aDv2o3KHYD+ifVQC//inTDWO2kVpUBKRIVcy3fdSsSeEI/PHzPvfPHv5aueoDTtpKT+02xmM2qkoj2DQ1NLHYJ+1ReKpV2p1KrW8BM4P7xQzvLJ9LVa+oepy+S7EmnaWf5+K7xQ/XGVO2TxFmyhm/jrvFDO8vH3VTH5g0nRVXtLG3H7Bo/tGP+BfdtJe1gs8isNw5T0UnKZjPnLXINlV3+DQ+XuO9BzzgbLWhFG3vPPrFj3jfFijavzqHrYx1FUXVAa3qrPnDxZ9uvHtOmmE7T9qvHPjf1pCY9onSadsy/sPfsEzoV7712/FNvZrUpPvxI387yCf2KHtYm99gmVc+roXtsl78GRRsduXA0mA80ji8LRzVL04q51t6zT3x28unBwYYUlyTYhH5wkDKZF19YsePrWaqW0w8kEhOmybaVnJfvTqWO5HKJZFKsKqmSKyXv4WOa7ln5tTQ9u+XBY6Ht2Sw1Pi5HRkby+Xw4HJYnbXjPs89+MZulY6EdR7c86FnFMIznnnuO/2TJj53wL8q5XE68q9JpOrrlwWOhHW6qs3//fiLi330Nw/jOd77DhTcMQ/4wqh7DwY+vuNd9W0k7qDE9xHEiVVabwpfIKovt6c/wqIG3HvSMs9GCVqTr6/iLjV86vsJ/RbkAqdLQDaKOMsKpGa2qmtal0/Tkus+dWLlTj2I6TdksnVi582d9D2gbNtksHV9x7y82fkmn4gvLdzx/W/rhR/oClFzk4Uf6Hn9s6lhou37FRtamuuBWbXA1XBLb5a9BkSpM4522cDSYD3jD94VDTZkMwxCTcfUYzlhY8ec37RsdpUBz+gBtKwcHaXSU8vn87k/f9+7APUR0//ihZ7c8uOSJVy5dmp25su6mm92oXJw8v+qG3svTl/o+8MFGS+wVrte68bHQzPSVgTgR7Ro/dNRFTetCYvaOFeiGNVe2DHhTuXTpUm9v7/Lly2sL9Y6PUf3VqSf45SsD99QVPIg4GiI30p5QrK3Y85tfL5+b9XcA1FbshlZdcfrVnmtXL98ZeKtK8NX//uLc8p75Oz6qp4JE1Dv24rWeVXO3f0SjYmHhhtXTt93xqTezz98WYOYi8deeekW3ovkK9Xpfm9zj12rY+ordMOEEsY7XVvR94aiR+Yji233r2baSc+Mg0PFSbGihvNp8mYhC5WneqM3qBaJlROd/5yb46gUiWuhbtoze/X2D5fQM1ytUng8tLIS4guXpkIua1sdizNDCQnlmOmS+7E1l6YeTOOy1+RDVXZ1Ag1eIE0Sb+1VCDUVtNUUfG82d4nLtivrrqF9x5bX5ZXoUF4MvK5dXlmfLXuc0D4qhhTLNznieRT0pLpSvXF55+uSy8uWVp08GJyjxm6BIDa1NdeDTatgGit2wcGhX9H3hqJX5LCre/M47DaosiY6Efmblqp+OzhDRu2n6aVbf9xG0wfVSPyx1JU2m3zWVmLF4Tzn28dPZ0SBURIi/vGCOzpCv1ZHgN559w/zlZc/B+aw70oMrTr/qbyH9KqGzqKEgh0crKAY0ZqCoWZE/LOXL4HcjR0QDgzdcjP5v1pOv66lgUxTlw1KXHukzHnsrOEWJn0jeevWOrZoV+cNS2lo16NWw6YrdsHAEsY7XVmzKND43d+GW4GSIKNCEnp8W+uY33/vxa2n6ejDv54wZhpHPE9FtsdjuVIqIjHxetb9kZ8xAtImIiN8QuG/xR37SrgbidsRvwrGVkmpUJ/5HZ86ckY1t20qf+cyXn3rqRpcqHES1ekyn06rnl/hL9vf3y/O7pVLpz/4slk4n8zWrI8HVZ395j83CSapARKZp7toVTqeHKgYXKytuFg6lOkNJTNM0P/zh4v33PzjxgaXbXMLarD+dJlP8dstnPxtNp1O1qy/YbNREix+AjkajyWRy27bsAw/8xetrXQWsF1FMJpNSi23b6DOf+fLp9f4r2uzGeNCaprltW+nzn//zwuIrOf7WUVBtJbdtM//zf/7iqzd4V1TropqaOYcuX57cqi+t9K7otKMV1zZuSTGv5Gt227ZIOj3scijWhdO5tVgsWpbFg//nfijaLg11OqLF2a/eOa0uZOqQC7+/v5+HzTPP3ByEok2d675tW+aBB/7iySffu/75WfNAJImI6J/+6cd/+NFLf/Zn/+f//J9zzVJssFUrjhy5HnkI8fz/7LMf9EXRhnMGME2TL/+AxqpNmusY3DSuIpNSKpUKdKlSkelOTx1VXffTuG2xcyYSdH3OQ45pnBMYHqsn17wXNrjnbSjoO/SjoxSL3ROeP/5uYNk8LRrgENE7lnUkl1sTiYwZxkQkQkSc6M/PzvI222ImAjBb/XqW7t9+KFSevuJuREqvsxN87HrrffY/4gWJNzgjP3DgN+l0ord8gsbXZE8sIWFZViQSkVHFLlHqGxvxeDwWi7GlBm+IXDab3PvJJ5bPz1arjgSPxWJ8LpfQZuGkViGdTvOR2Szt/eQTK67OXr4+eCKRiEajUlm1qKrLJNclk8k8++wHd20/RPOXa7e5hE0mk1JNNVosFrNpVSuhE5uNmmjRYhfzAX/912O7/uoQuR4e7hFFmwEi0Y92/X/+K6oVFNMxbkmizN5/qjVmGke1lYzFYkSHG1FU6yKDIZlMOoeuuDEcOPCbvf+Xd0X1QpMZgK73qeT9Ms6JqPaV6A2bc2smk0mlUtwa2Sw9MPiznmtXlxz8LiUYmTEkoTdN8/05bf74tbOrsr9suGIO1DlKhk06PRycIikdyht//ddj6XSi99rxhTdXP/5MgLk1EZVKlx566C+IvvvwI//32vIJ/Ypu1qalAl43cmSIyrrAK9qzz34wnSaXq2G9BbDNALy/rvXXG7bL5MCB3wS0cAgyKQW9VAk2t8r36rjUOu4jLqdxdYGgSomELVGx1Yv3S66y95NPLCxc6wkym6cW8aH3C7G5XB2JbI3H10QifJP+4tQUEW2IRjdEo+yZ01xUizrGZlTnhK1MnQZJbk4R4ySb55d486kmffUGV4OoJQyHwzzinXLVECsrNZTqDCUxbeaVtVHDViyANEs1F6oa2JpUtKSLK1pk+ogoVjRADE6OlEHr7OuAqGgr6Rm1LmoVKlbHw9hw4rSjZaQlq9mz+o5zWNqM5HyXkItaWtLDnFYXqpDnic4b0qFLTuzASbU507miBYRzBvDl8neD8zLRoMg1DXqpEuSi0FZHoS5FA3UIJgAAJ1dJREFU25ToTCRsM1jFegU9Vm0E6HJDxI/c5Lfv3ffk6Exwj9wQ0ZhhENGEaV4qlSRlXx2JnLOsy8Xi5UuXvvrf/tuRXO6cZRFREI/ffC1No/TeM/QuH7lR//Iu96ui0Wh/fz/fw1PvZvHGc899+amnbuRn+AZp1P2DPXv27BFzJSJKJBKGYRiGsWzZMvnLkVqen/88lb901zrrt2OjMxWrY3tqyPYUgQTnP1bajjx6dCh/6a4bz75x8peX1eAPP/ww3yyXWkej0eeffz4cDtueizhz5syePXv+9m+jozS44vSr1QppCysFGBoaMgxDjczNIn8p4+o7S1gRPpeI+vv7Dx48qFZBtP77fx94fW0y5G541IXUzlaLZ5/94m9v+t99V7TJ8aDlhj1y5M8LoT+qMWZ8gevID4o8++wXX71hl2dFtS4ytNga1TZ05dGv55778ksr7/WsyCpyscjwmJycPH/+fCQSkWFDRHzNptNU+0r0jG3M5/N5bo2f/zz183duu6V4zs3gdyNBREvOafxEe3Lt60E8ciMXPhHxsHnmmZuDUBTk0uCJPZf7zFNP3cjP0A/SaKAPwHzve/8vEf3Lsf/jiR9d42foNSuW71x6bVqS2iOHV7S//dtoNksuV8O6UJ/tJK/rrzfUb6Kz4un1e4NYOASZlIJeqgS5OtQ6LrmO+0Jd07htsfvud7/7sY99rEbOY5vGZWXhsZq/dNfc3IVbLCvQR2502FZyQk9BPkbfXLhe6kuxnselYRixWCxS6TtZElNeymlk9C8pxG+NjI3OUP3VcROc0+XawZeMwy/TeCikXyWsq6ihhoeHS5ql2MiYaRHFQK+LFlGsAcfnl2LdD/7auJnT5BVVPRVsiqK8FBv0Q+0SX16K1anIL8XquTTIp9XQDc1S7IaFw/M67lmx3km1xlBc8gBR5ISegnyMXkdCn9yz58rylUS0s3ziWGh7QHJNhOu1qjwfWlgIrqYSs/fa1fKyZbOhFQG153vVuTYfIv+r41fw4Nrc9+rrGR4toRjMmIFipypeN6fRstnlQc1pLaQY2LxdQbHcDMUg16YKigGvhk1X7IqFozuWqrnloRvm56mtfeiTySSFlpdjHyciGl9T3vLxoBWbwPia8paPX3HsCUKFiKYDVaGAq+NX8OAK6XtkPcMDilBsO0VtcxoUodieip18+XeTIo2P3fCRgQBViEjDM/Sjo1ReHX71RCnov6Q0F7V2wdVUj0rQQn4FD66QvkfW1nFQhGJ7KXZ8BaEIRShCcZQG16whGh1t12fomcFBohd/NX3ntg7O5pn04qe1g34CTINK0EJ+BQ+ukL5H1tZxUIRieyl2fAWhCEUodrnif90+FlpONDAQqG0lEnrf0D9EAAAAAABAK9MJCT0euQEAAAAAAN2JtkduAvywlK3c2ez797A7DFsG38E1BQAAAAAAbrDlh6OjNDgYlFbgLjdEFLoy/Yfbw0S0ZvboH27fpUFRM1KvZbOXF1atps6tKQAAAAAAcANng6HZK7S6N2gtHQk9hUJXtgwQUXm8lzc6DKlXyHy53NE1BQAAAAAAbuBssHd8LDQA28o2gWu3aucHZ4+9XaOmlmVFo9GK/1QsFvnr67FYzI1ivce7wTCMRCLh7cT+/n5n1eR78s5TuPzlcvkLX/iCl7LWDO4ZaYEawWvrVmsKl+qez1UpFov8yTr+fB238yc+8Qn3kb21reg2ErzBgVEteF1ju8bBFfuo4vGNjM8aI6GRsLZzWeXMmTO+jDoAAABOtD1DH+wd+veeFpo9Ot3R2TwtPjcfuvKLcvWaGoaRy+VSqVShUAiHw0Q0NDQk/8r/VC2+ZVnFYlHN3Wsf7w3PvxuUSqUzZ86oOQEX2DTNcDhcMVfg8pdKJQ9yFYM7m8h9KDmLNyzLOn78eLWS16gUVWoK9xQKBSJqMLUyTVMixGIxbufvfe97t9xyi/vIzjq6aV7TNGt/H7tacJVGBkaN4HUNDPVgW8Ur9pEzeMUh5H6I1hgJ3rqm4rms4suoAwAAUJFslnZtPxRaThRkNk8aHrkZHaXy6l2vZj0uz21ENkurdu6dzb5d4xhZdCORiGVZRGQYhmVZiUTCsqzvf//7mzZtSiQSvDMajUYikWQySUS5XG5ubs40zWQyyQmTZVn5fJ6Ijhw5snv37lQqlcvlisViqVSKRqPvvPPOBz7wAQ4lQTiOZVnxeJxFTdMkonA4zD8ahnHs2LFvfOMb/CuH7FQLk8vliEjkiIhv8nHV+GA+jFME0zT5dMuyLl68OD09PTw8rJZ/YmKip6dHimQYBheVz5IamaaZSCSkNdTg6vGcwkoJ1cpGo1EpcywWU8sZi8W45BcvXhwYGCgUClNTU2rJpR248Kpuxabghv3Wt771la98hW+T8wGRSES6gwPOzMxMTU1xWCI6deoUFyyfz/Mp8heD4eFhDsvtxmV2RuasmusejUZfeeWVSCSyatUqUbx48eKtt96qloHluHa5XI4HmFp9tUNr1yuTyUhdOBSXR+5hsy4H56aTNuQIMjBYWnrw4sWL69atk26tNjZsvWOa5vDwcKFQKBaLHLBYLJ4/f37fvn3cpFIAKXOxWBwfH9+3b59lWVx+1uJ2kLDcERwzGo1OTEz09fVFIhEOlcvlZAip40QdbIlEIpfLhcNhvhKLxeLU1BTPADJjqMXz1jVDQ0PStnzuiRMnbCoAAACC4+iWB/kOfaAqAbrcABuJRGJoaIjXUcuyOAMuFAqpVIrT5cnJSd7mJIYW8wZmcnJS3ROJRPjITZs2cdIgMVOplGEYHMoWhCOLqGma8Xj8+PHjovvpT386m83GYjE5xlkYVa5UKnHGxv/Ed/v4SFbn1JmjTU9Pcyi1/JOTk2qROLKkcVKjs2fPqhVRg0uR1Lv1zsqqZXaWU0rIEcLhsFpytR2cus6msCzLNM2NGzeGw2H+5Y0PUJuRy3Dy5EkJS0SnTp2ixYyNT+FQfIy6XS2yWnfLslavXq3ekU2lUuvWrbOVgeWkGPyvUn21oZasF//pSZCdnBnH43H1Fyq1s+RgGRi2Hly3bp2tatXGhto7Q0NDPJ7Vnnr77belGdUCyAG/+93v1CJFo1G1HdSOkMJMTk6qlVKHkCqhDrZoNMq/bPBhsVjs5MmTMlbVItnas96uUUteTQUAAEBbg4S+OaRSKbl7NzIywllOOByW7f7+ft6QlGj58uW2P6z39/cT0dTUlOyJRCLFYpFP5FC8/e1vf5s35Cz511wut2rVKtHdvHmz/FG+YmHUzInleD+nDuFwmAsZDod5jxwzMjIyOzvL6mpJenp61CJJfN4pNZqbm1NbQw1u26mWUI2sltlZTilhJBIJh8Nzc3NqyaUd1CA1moITrFtvvVWyMbVrpMDFYrGvr09tk40bN0ov8ymS3dJi3kbXJ8S2yJJS25pXmuL8+fO2MrAcH8BxJicnKzaUm3pJc8mo5oN5sPE9ZrW5OI76o3S9WuzXXnvN1q0Vx4atd6LRqIxnkQ6FQrbfIlQsy1q7dq2UcGZmplQq2RpK7RRpZ0t5Q0YdQiJhG2z8tgD/+i26tsGmFs9b19jaNhKJzM3N2VTUEQgAAKAdCfxLsUTvvRQbtEorwC/FNrsUFbCqv4wLgiCfz4fD4Xw+f+DAAR9DuQnLj1u4eTm1wcI4/9U0TdZt8cFWoxaZTCaZTC75PLozgssTq9Hg6RWLBAAAoBW4Iz2o4ZEbJPR+0rIJPQAAAAAA0I+ehF6LD30r8Td/8zemaf7whz/MZDL8uhi/wphOp/n9s3w+n0gk5H3E559//p577uEnZfEaGQAAAAAAaDW67hn6/v7+oaGh/fv3RyIRfnSVzR+y2WwqleJnFdLpNLt2RKPRrVu38jMM7BzCST8AAAAAAAAtQtfdoafFF1JzuZz469GiEQdvy4ZlWXffffeGDRvYzE4sIwEAAAAAAGgRuu4OfbFYNAzjwIEDsVhMrLiLxSI7PbMbtBAOhx977DEiSiaTiUQin8+PjIw0t/wAAAAAAACo4KVYP8FLsQAAAAAAQNDzUmzX3aEHAAAAAACgk0BCDwAAAAAAQBuDhF4rzs/dV8QwDD6AfXhsO1XkA6ieI9QFf+yTPznJ2z/5yU8aCei+YHxMtfoCAAAAAHQt3ehy0ywMw8jlcvz2LW8UCoVisXjgwAHLskZGRuQTj4VCYXJyUj41Lzvp+m9wmqZZ7ZOcLiNwiuz++5RSftmWT9k3grNgzrKVSqUzZ84QUXCfQQUAAAAAaEeQ0GtF0lPZ4LT1zJkzkUgkk8nEYjHDMCKRyIkTJ2ZnZ03TnJiY6OvrkxSWb1QnEoloNGqaJrvjF4vFUqkUjUb/9V//9Y//+I/dR8jlcvz/4eHhb3zjGwMDA+y+zwdwHPECsixrYmIin89zTm9ZVj6fJ6KJiYmenp54PC5nSdWi0aiULRKJFItFDpjL5SKRSDgc5lOI6NSpU7zNt//5mLm5OdM0eeeZM2disVgikchkMqrfKAAAAABAl4NHbvSRSCSGhoYSiYRsEFEymcxms5Jtq3b4nFhPTk7GYjF5IqVQKKRSKb6ZzTsty+JfD1Kp1NTUVF0R+JihoaFsNrt+/Xo+TD2A02tavIk+NzcnJ0rqPzk5GY/HbQXjb+uqZeNQEtA0TfWUU6dO8bZpmvF4nB+tmZyclJ3yK1A4HPa5YwAAAAAA2hkk9E2G03pOatW0e+PGjfw0S09PD9/qJqL+/n4iGhkZ4XxXUlu++V0sFvv6+uqNwLfPw+Ew3y/nw/gAPoZT8HA4zPE5AsPbPT09alhJ2XmnlI0Wn/hns38impycVEsionL/fm5uTg4wTdOXx3sAAAAAADoM+ND7SRA+9JlMJplMVnzM3TAMNw+U14jA5PP5aDSaz+drH9YKmKbJfxlodkEAAAAAAJZGjw89nqH3k97eG2b9jplMJqul7IlEwrKsJRP6GhGYWCzGKXLrv2za4r9vAAAAAADoB3foAQAAAAAACAR8KRYAAAAAAACwBEjoAQAAAAAAaGOQ0AMAAAAAANDGIKEHAAAAAACgjUFCDwAAAAAAQBuDhN5PNnzmw80uAgAAAAAA6C6Q0PvJf/xHsdlFAAAAAAAA3QUS+q6jWCz+j//xP44dO1btAMMwLMtyHzCfz9d1vEtcFmNJ9WKxmMvlTNOs61z3jVBXkCVLW2/jO0/3fG7j6s4y1FUeX7qjNkuWx02BPQ/4isGrRbNV2Xnukm1Soy7u29N2+fhysbvs6AYHc10l54N/9atfVZsrKpbQAxWLUTtmQNeFrXk9t3aNCZaxld99md0cueSAlAPUCnoexm5OlAZp1oTmckoBnQcSen3k8/lcLlfXvGlZlkyU6nYj5HK5hYUF5wfFJH6hUDhz5oz7Eh4/ftz98bVDqRUslUpuwpqmWfuwXC6XTCb5U7juz3WpXjuIsyWXLK173Yos+SXd2iOqrq6vFlYtQ43yONV96Y7axGKxiteRXJtuGtDzgOfgtgJUq7WtL5wFW7JNatTFfUfL5cPFrljagwcPZjIZ0zQzmUwmkzEMI5/Pc0KTy+Wc857LS6auz0I7u9VNyW0Hv/TSS865Ysl5yeUsXaMYtbvDl+vCWUhpXtuP9cJNFwqFqlXcVn73Y69G7aQ6S86ocoBawSXPWjJaDWTgNWtCczmlgM5jRbML0F1YlpVMJvkX5WQymc/ni8ViqVSKRqPvvPPOBz7wgUQiEY1Gc7lcJBJJJpO5XO7cuXMf+9jHUqlULpebm5szTTORSBiGwQcQUS6XkyA8L6dSqYMHDw4PD+dyuaGhoVwuZ1lWPB63LCuRSFiWdfbs2R07dnAxEomEzIzRaFRmPSlkJpNJpVL5fD4cDvP0cfHixenp6eHhYVafmpoyTVN+9eeiFotFIhoaGhKVXC4XDodZrlgsRiIRXmuvXr3a19fHlZUK8pTEhZFopVIpFotx1iVVfvPNN7lhORo3Dv/ITWRZVj6f53/lNrcsiwvPtVZvWrBQf38/q3PL5PN5IorFYocPH96+fTvXS/ZLECkAn8W9Y5rmT37yk/vuu49/JKJCoWBrq0gkEg6HuSmuXLli64KZmZm5uTkR5Z4tFApcVK57sVjk7pZWLRaL58+f37dvXz6fl56KRCKmaaojKhqNFotFLjbnMSdOnLAsi4eQ9HskEpEBqfadtDYR8fDjIkkZxsbGvvCFL/A2ESUSCW43Lq2oJ5PJSCRSb3fISODGsZWNRylL8FCJRCLFYvHFF1+85557TNOUK0i9NvP5/MTERF9fH+tyP8oY5mtTBrw0Au+v2DJqAUzTTCaThUKBL7Ta44f3m6Ypg21iYuKjH/0olzmfz3Ob2CaT3/3udwMDA1wkGfbOJuL4uVyOiPhHWzUlLF8+qVQqm83yCHHWnRtWzYOLxWIymeTe4QEvxXZzyXCt1b7gRlDnOp4wueI8sLlV6yo5t0AqleKDJycnv//972/atEktUo15yf0szcdXKwYRnTp1yjnfcq35lKefflok6pqm5MKXK5TVTdPkESX/FI1GS6USd5+6vsgFIouIc4TIUOdLLxQKSQFsk5469tRr3DYI1aYWrWw2y13MFxr/Kwc3TVNd8rhb1cFGROVyeWBggBtK7QXbiuZ+uVFPdA48fyc0HlFHjhzZtm2bc0KT+UQuIimkrLByccl8TqCzwB16fcRisXg8ns1mC4UCLV5yPCWlUinDMFKplCyKsqivW7dOZoTJyUk5Rr3dIkHOnj3LBw8NDWWz2T179tDiRFwoFPhcTh+JSPaYphmPx2dnZ9UlWQrJvwNw+fmU6enpeDwuR0qiz1pSJF4bRIXTUD6S/8//dO7cuXg8zrOYVNB2A0micXKpVnlqaoqXGRHi+koT8YSotrlaeLXkIiTqvE7w8eFweH5+XkrC0bjd1OpIe3KNTNP8xCc+od5B4dJKW/Ex0hTqbSQu88mTJ1VR7lkpHldHultt/7ffflsKrw4qdURxy6gDTwqm9ruca+s7tbU5AhdJjjx//rzag2p7iro6mOvqDhkJ3Di2svEoVYeKLK62K4iUa9OyrMnJSdHlfrQ1kQx4dX+1llEL8Jvf/EYqvuT4mZ2dlWxeOkXN9SWbIWUyGR8fV4tku3ykkGpfV6ymhOXLRy22s+5ExIm1bQgRUSQSkbZdsspyyXCt1b6QsOqEKQ3C//dWci4qHxyJRNQpqPa8RPXM0ksW49SpU+SYb9XxeeHCBVuHupymbO0jl4A6otQf4/H4zMyMWnKZZ2qPEJlMpqenbQVwTnrkuMZtg1BtanWW4AtfqiPB1SXPJsQNblnW+fPnpaGcc4U6xlwuN+qJFQeejxMa9xFPPlRlQpMRW22FlYvLrPLnFNDWIKHXh2EYpVIpHA6Hw+FisciXJf+SzRfbyMgIb8i1Fw6Hx8fH+fRwODw3N8fHyAH8TxLk3Xff5T3RaDQcDsu0wvc/JH44HFb38DN/N910k0zB/f39UshkMqnevB8ZGZmdneXTpVRcAHWO4D28zSp804KXYb55wP80OTkpd6mlglw7KQ9HU3MRqfLatWtlfpRz+/v71SZSqyOtocaxtaSoyzon0mq9uN1WrVolO9X25FVnz549//Iv/0LKwsmlFUXJGLhh1Vpzmfv6+lRR6VmJ0N/fr3Y360YikVAo5Lw5NDMzo44o1pJ2I6KpqSneUPtdbUy176S1OZTajPx/HhvSbtKeoq72i4fusPWIWjYZpeolRkQ33nhjqVSyXUFybRJRT0+PnCL9qF47MuBtTVexZWwF4HEu90FrjJ9Vq1bt2bNnZGREerBcLtP1Ob2tAbnB1SKpjW8rZH9/P4eqVk3b9SLFrlj3/v5+/vMLb/P9Qk441LZ1eclIraUvpBGkMXt6eriEMrAlCXNfcnXKkoNtRao2L7mcpb/97W9Lk9ZowI0bN1acb6XWb7/9tq0RyPU0Je0jOTGXhEeUNB2fxX9koOt/WaJKi4jazupkMjs7a5uybJOejD21Q52DUJpatKSCIifB1TnQlq1KYf7gD/7AOW/YVjSqZ7mxLYXOJcbHCU2aveKERtdfyGrtZIWlxYvLOfhBZ7DM+Sy175RXh189UVr6uPZn1c4Pzh57e+njgof/2q4uCa1DJpPhP8c3uyBLw3/4zufzBw4caHZZalGxu4MofIN912CRap/e3HHVFqO6LQrZYUhOFhztMk0Fipslr9UaqpUnNOAvd6QH16whGh0NVAUJvZ+0TkKvYRXxjO2Pkq0M31yRW48tS8XuDqLwDfZdg0WqfXpzx1VbjOq2KCSol3aZpgLFzZLXag3VyhMa8Bck9O1H6yT0AAAAAACg6ehJ6PEMPQAAAAAAAG0MEnoAAAAAAADaGCT0AAAAAAAAtDFI6AEAAAAAAGhjkNADAAAAAADQxiChBwAAAAAAoI1Z0ewCeOHgwYO0+LFu/trZH/3RH7377ruWZW3duvXkyZPxeFy+Qz48PMzfSDMMw7KsVCrFp8/NzY2Pj//whz80TfMrX/nKU089xZ8nTCQSP/jBDwYGBizLGh4eLhaL8uHr1vGvBQAAAAAAgGnLO/SRSCQSiQwPD2cyGd5+9913DcOIxWKnT58mokQiMTQ0FFmEzyqVSpzl886bbropkUjkcjn+DHI0GuX90Wj04x//OH/xm7N5jhyLxXK5XC6Xa2LFAQAAAAAAsNGWd+gZTsSZRCIRiURyuVxfX9+GDRuISP2+Gh9ZLBY5QZf9fLfe9tVlOaBUKiUSCcuyOHKxWEwmk/LrAQAAAAAAAK1AWyb0nKDncrnh4WF+5Obpp5/esmVLMpkcGBj4yU9+ks/nOX0nIsMwCoVCOBxOpVKWZfFzNUQ0NzdXLBZjsRj/aFkWHx8Oh3/961/fcccdsVjs4MGD0Wi0v78/mUwmEgkOOzQ01IxKAwAAAAAAUIFlCwsLQWuUV4dfPVEKWqUVWLXzg7PH3m52KQAAAAAAQEtwR3pwzRqi0dFAVdryGXoAAAAAAAAAg4QeAAAAAACANgYJfXPI5/Pq67nuMQxjyT3+4qGobk4pFou5XM40Td74yU9+4osEm5PWFcp5Sl3B1faX7dqdYovjsoWdh3keRe4lbHhoXl8IYhDKCJTtegdhRbiJPDdUgy3cyGwQdJl9H65BT32N4GwTH0tbV0u6n9880O6zt5sDfJkcmjVzgq6iLV+KbVM4e2DDTdM0w+GwasVTEX5VV31zd/ny5dX+1S8kLG+4LKqKm1NyuVwqlZKNUqm+tyyqSRQKBbre42hJSqXSmTNn1FPqCq62P28v2U2iWFcLq4fVOPHgwYORSCSZTLJJazweL5VKohWJRIrFYjQaVT+qICOTiGqXxNlWTnwZlhoGoYxA8joIK8KDpGJDZTKZcDhMRLFYrNpHLdy0cA1qN7tzPlF/9HDtMC7L7KETa+PX1BfERKo2pl/xJU5dLelmfvNcwnafvWuHYnyZHDxfXAC4Bwm9PlKpVCaTGR4e5h9N0zxx4sSmTZsSiYRhGOx8b1lWIpGIRqO5XC4SiZimKR/PSqVSuVzu3Llz165dYzNN+dd33nnn9ttvTyaTfBZv8MewOKBhGJzMEZHsv3jx4q233ppMJvnmwcWLF0OhEBFx/se++zwBmaZpWRYnhVI8NgUqlUqxWIyt+ovFIp/75ptvshCfcvHixenpaa44ayWTScuy8vk8Ww9x6jkxMdHT06OWmRuK40hwriARFQoFueeRSqXkU2KmaZqmyQlTPp/nMnDYZDKZzWZjsdjhw4e3b99ORP39/WfOnJGVTA2iVpm7QILzJwu4GPl8fmJioq+vjxY/dlYoFKSb1PJLKFG0tTARvfjii/fcc4+U0zAMTjq5YHwYj4RqXSMpuww8dlzlDuJG45I7R2Ymk7EFHBkZGR4ezuVyQ0ND+XyeSy6dKI6uRMTJN489GT/VBiFX0zny+Zhqg1CulyVHIKsUCgX1EuNPxTlHIPdRXYOQBxg3I190XAXe8/LLL/f29lZMj/r7+8Wki/eo1VfHhpSTzbWIaGho6ODBg8PDw4VCgffwSOBsjLspEonIaJRLQP7JOZ/Mzc1xXWTAcMFM0+RrKhwOq6Od/5XP5TKoVxDvjEQilmVJp/C2elnJqFObTp33+ADn1MT/JLWORqOlUikcDnMrSSHVclZsSS6V1FraQYyJa5/CQ0V6nG8Jq/MMt/yJEyfUq9U0TbW00qccjS8cuWC5stWuLFqc/ZxzsozPWCzGPahes1Jl2+m5XO611177q7/6K+5xqeyZM2dsF+bQ0JDatu04e7NPna21baEaryOPZLlOiejUqVNqFwDgO3jkpmnEYrGTJ0+mUinJVwqFgvzIe0i5x8M75+fnbf9qWdZbb70Vj8d57uD9PAlKQF5TLctS969bt44P5h+np6djsRjfh5Ay8AafqxaPA/LBvOTLsp1KpaampnjWk8jxeJwD8o0Kzok5FG9YljU5OamWmVVkNpfgMjvzfmkc0zTj8fjs7CxP2ZZl8R6psjROOByen5/n8vPKJ50iQWxVtgWXUKw+OTnJ0ZzdxHs4y5dQqqLawnK6lJMbltXlsNpdQ0Rye14tAzd1LBaLx+PZbLbGsFQDDg0NZbPZPXv2cKkkmVBHGtdd3SndV20Qclc6R746rpyDUL1eao9ALkY8HpdTuDAVR6CHQXj27FkZAFIFqf5bb71V7WYn/17HxZZxW3FsSEC1ptwd8ocgaWTpJttolJHj7BreOTk5qY4cGTD8CQ5avAuuVlZ0nVeQdLHaKfF43HZZqQWoOO/x8fz7p21qUmttWdapU6ekeGohVQlnS4qifCtwcnKSj+E9NU6hxVni+PHjcow6z6h1Ua9WtbRqn0plZbBJ91W7smhx9nPOyTI+ZXTJNasWzHn63XffLT0u+ytemHT9lNKOs7fUouIw9quOMkPyj6dOnXJeawD4CBJ6fahfwiKiSCQyNzc3MjIilvmTk5P8oxw8MzPDcw2fEg6H5+bm5Pd+/lcimp+fV+8H8PH9/f1EJAH5LoK6//z583LwyMjI7OwsRwiHw5In8YZElmiyU00xeU+xWFy7dq3MjxyZRTmm/G1XdvJGT0+PWmapNe+U4LxTsh85jJ90XLVq1Z49e0ZGRngKlgiiKwVWm0sWKgliq7ItuNrOXHI5nu84cjfJCsTx1ROrtfDGjRtt5VQrIofV7pr+/n55oqO/vz8Wi+XzeU4jDMPg24TVRqYtYDQaVf9+LXcZ1T/Qy7DhnVK2GoMwHA5XG/k1BqFcL0uOQBkhfX19cgoXpuIIrHcQzs3NyQCQi1HChsNhdVDZmprbUz1Xrb46NiSgdIp0h5q89vf3q90ko1EdOTXmE9vI4X9NJpN8O5//7kGVkuaKVxB3sdop/EcJ9bJSr1mqNO+99dZbcqtenZpstSaiG2+8kVuJT/z2t79tuzartSQrplKpVCoVDoeXL1/Ox8ieaqfQ4ixx00032QaSbbRPTU1JAbh9pLRqWI4m04X6T9WuLPV3P+cVUSwW3333Xam+9I4c6Tw9HA7ffvvt0uPqwbYLkxy/OLXd7C3NUmMYN15H3vi3f/s3dRyqnQWA78CH3k9a1oc+k8nwQxfNLog++G/H+Xze9iXgtqO5FeG/evsycrpwEGqjYjfpHzlN72L5jRG0NR0zewPA6PGhR0LvJy2b0NseMOgG+A5KtVcP24jmVsTHDKkLB6E2KnaT/pGDLga+0DGzNwAMEvr2o2UTegAAAAAAoB98KRYAAAAAAACwBEjoAQAAAAAAaGOQ0AMAAAAAANDGIKEHAAAAAACgjUFCDwAAAAAAQBuDhB4AAAAAAIA2Bgk9AAAAAAAAbQwSegAAAAAAANoYJPQAAAAAAAC0MSuCFhgcJJo9Op2mbDZoqSaTTlPoyi/KXVBTAAAAAADghl3jh0LLiQaD/VbssoWFheCiDw7S6CiVV4dfPVFKd3Smy7VbtfODs8fe7uyaAgAAAAAAN6TTNEqDa9YQjY4OBpnTB/jIja3c2Syl08GpNRNbBt/BNQUAAAAAAG6w5YejozQ4GJRW4I/cEFHoyvQfbg8T0ZrZo3+4fZcGRc28X6+ZaeromgIAAAAAADdwNhiavUKre4PW0pHQUyh0ZcsAEZXHe3mjw5B6rfrtydmOrikAAAAAAHADZ4O942OhgcBzQjxD7w9q7Tq7pgAAAAAAwA3anqEPNqEndrl58VfTd27r+BxXnpvv+JoCAAAAAAA3/NftY6HlRAMDbexyw/Ad+qBVAAAAAAAAaCnuSL93hz5QFfjQAwAAAAAAEAjwoQcAAAAAAKBd6YRn6N8v9/IV03duI6Jd44eObnkwIDkAAAAAAABaBM57e8fHQh8Z4Jw4uJxei23l6t41a4iIQsuJNwAAAAAAAOhg3st7PzJAY2NBa2lJ6EuLb8QOBv5OAAAAAAAAAM1HY94bCi607Qu3gT45BAAAAAAAQOugMxPW4kNPRLg1DwAAAAAAugw9mbAOH3oAAAAAAABAQAT4yA0AAAAAAAAgaJDQAwAAAAAA0MYgoQcAAAAAAKCNQUIPAAAAAABAG4OEHgAAAAAAgDYGCT0AAAAAAABtDBJ6AAAAAAAA2hgk9AAAAAAAALQxSOgBAAAAAABoY5DQAwAAAAAA0MYgoQcAAAAAAKCNQUIPAAAAAABAG4OEHgAAAAAAgDZmRbMLAAAAwC379++/cOHC+vXrN2/e/NBDD9U++MKFC9/61reSyWQymVT3f+9733vjjTceffRR3ti8efOFCxcuXLhw9913v/TSS0TkJjgAAIDWAQk9AAC0E5s3b7777rt//OMfv/TSSz/+8Y+J6IYbbvjQhz700ksv3X333US0fv36P/mTPyGiCxcubN68WU783ve+x//60ksvrV+/noiSyeTmzZv3799PRI8++ihvsIT2agEAAPAOHrkBAID247vf/e769es5gz99+vRDDz20fv36H//4x2+88QbfZSeizZs3q6n5G2+88dBDD3E2z/fs169fv3//fs7+mYceeujRRx/N5/N6awMAAKAhcIceAADaibvvvpvT8Xw+/8Ybb1y4cGHt2rX8KE4ymbxw4UK1Ezl9X79+vRzzp3/6p/KYzf79+zdv3sx38XGHHgAA2otlCwsLzS4DAAAA73zrW9+6++678/n8o48+2uyyAAAAaAJI6AEAoL25cOHCG2+8wY/fAAAA6EKQ0AMAAAAAANDG4KVYAAAAAAAA2hgk9AAAAAAAALQxSOgBAAAAAABoY5DQAwAAAAAA0MYgoQcAAAAAAKCNQUIPAAAAAABAG4OEHgAAAAAAgDYGCT0AAAAAAABtDBJ6AAAAAAAA2hgk9AAAAAAAALQxSOgBAAAAAABoY5DQAwAAAAAA0MYgoQcAAAAAAKCNQUIPAAAAAABAG4OEHgAAAAAAgDYGCT0AAAAAAABtDBJ6AAAAAAAA2hgk9AAAAAAAALQx/z+6lsMGmVgkQwAAAABJRU5ErkJggg==\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x10513dc70>"
|
|
]
|
|
},
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"im.reset().debug_tablefinder()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The default settings correctly identify the table's vertical demarcations, but don't capture the horizontal demarcations between each group of five states/territories. So:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Using custom `.extract_table`'s settings\n",
|
|
"\n",
|
|
"- Because the columns are separated by lines, we use `vertical_strategy=\"lines\"`\n",
|
|
"- Because the rows are, primarily, separated by gutters between the text, we use `horizontal_strategy=\"text\"`\n",
|
|
"- To snap together a handful of the gutters at the top which aren't fully flush with one another, we use `snap_y_tolerance`, which snaps horizontal lines within a certain distance to the same vertical alignment.\n",
|
|
"- And because the left and right-hand extremities of the text aren't quite flush with the vertical lines, we use `\"intersection_tolerance\": 15`"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"table_settings = {\n",
|
|
" \"vertical_strategy\": \"lines\",\n",
|
|
" \"horizontal_strategy\": \"text\",\n",
|
|
" \"snap_y_tolerance\": 5,\n",
|
|
" \"intersection_x_tolerance\": 15,\n",
|
|
"}"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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fGzSbTV7vrI0be159lYSa0tp63ukcMZmmuVx/tmEDuf89aDZPc7nMjz/u37kTDzu7aRMAzNq4ccRovNDSQvZniFwZCHyybVtlqpUwGWpNf7zG4yGrZUgQ+q8jRiP58aA8+SQAkG2VahRl2Gg0P/64yesNNDeHbbZLdnv2hRESEhIqGYkJvZCQkFBx9JnDYdy797qtW/+wbRu9f5IsT/Z4lCefDDQ3A8CFlhay3Ny/c+eg2Wzcu5fMto1795L5a42iTGltJX8FgMsWS70kXePxkPnxhZYWMmkONDfXS5Ly/PPksLDVOo2aJeNhF+32ep+PWGSOXOAzADO2bq1RlE+oG/a0sok8SZargsHg6tWX7PZqRZnuctUoingoVkhIqAwlJvRCQkJCxVHMZDq7adP1GzaYvN4RoxH3k9vVZDZPFLFYyKqb4OrVJq/3QksLWaNy0W4HgOrTpwGg4f776eAjJhNOu8meIbMZAPBfA1QzZjxs0GzGhUCZI6d7FNWyYAFup4TnkIdcaxTlk23b6GLoAoGc1s/8Yds2+is1inKNxyMm9EJCQmUoMaEXEhISKprCNtuFlpYZW7f2J92opqeqQ6Oz8Et2O2E+XuPxBJqb6emv6jb/iMmU02IYtBtKWv+Ta2TV8clGZDZ/zulU/ajQyzL+SKhWlGwm9/QxYas1wzMJQkJCQiUs8VCskJCQUDH1mcMBANc+8wzuIY+Kmrxe3FPv8w2O3l8P22wmr9fk9eLclxxfGQyGbTbyn8nrpR94zUYGn49sTJJlvIufX2Q8OOUtfLw3T693D9tsMZOpfrQMAKCXZfrfKFLKsmABPYMnz8hm/oqQkJBQSUpM6IWEhISKqZjJRKDsuOeyxRK22cideF0gMKW19RqPB6e/geZmMovFPeT4a595pkZRyPGTPZ7kG+2ZNaW1tUZRCAw+uHq1hpFpTXO5Jsny6SeeSF4if9Fuv8bjwSpP9njwwdx0umS3T3W76yVJFwhM9nimut3k15GQkJBQuUksuRESEhIqsgLNzcbmZvqW/B+2bSNQGl0gMGg2f+Zw4Ow20Nw83eVS3b0+/cQTU93uOQ8/TI7v37QpbLOlJMNkKEPD/feTt7fSy9ALj0zLuHcvAKhIl2SdPTHFKitPPpkM/1HpnNM5YjLN2rgxuZWEhISEykoV8XicqYHX6126Zu2OTvGmWCEhISEhISEhofLS8nW3jAxenK2IN8UKCQkJCQkJCQkJCaUR8zv0FsufjN0fft60aIubqU/xtXl06WbJ11QoD4nuwUKiVVlItKrmKocmLYc68pdoVRbi36r/suRkPD5Se/vtnZ0MXdhO6Bcvhh//OLHkZrOjlHskXbvSrqlQHhLdg4VEq7KQaFXNVQ5NWg515C/RqizEv1U3O6A9lFhys3gxsJvTM5zQk3J7vd5Vd919sWkRANzt376nYT0juyIK6zXp/SO9dfUA8FDkrRf0Xy12uYTGhbAzzBkIf6yfAgAPRf7vC/r/WuxyTWyRNozH4zdevvix/hoAeCjyxgv6e4pdrokt0oYjI7G5gwF/olVFXy1I2IANkc8/rivNjoo1umHg4sf6L4LoNloI2/CGgZLtOfxF2jAWi980FAh/+XZgPy8l8Y09J5Up18xRFBidG7MQJ8pNPGkDNdnfxacM7FQZjXzB31UZjVTERm4eCQGAPp7YEBIinUEXjUEMLLEwAOhhhGwI5S3ShpWXIxXx2M2jrXqzaNXClGjDaEQXj4u+qomwAatiw7cMXIjVTtLHR24eKakmxRrpYsNNkc9itfpJotsULNKGumikIh6zjAwk9owMFLtcE1ukDUmrVvm7YHT+xs6RxI8BVLDzGBWPCf1gVfUedycAXHIA2SgxXXDAS+7g3Y7F9fIR+eB8AAg76o+7byt2uYTGhUhnaHR0696P7n3lHABc+r5+98/OFas8x48dOfnuEQCwf/Mhg8GYxwHjQaQNF/zFoin9/vd2vg8AYed177re51mGw++elI6dMBkM31hzl9FYT/9J6T93pv/cojtuHTOI3PNxKBiaOWO6ecZ0ZiXNVqQNr3lg2ZeCn+3efR4ALm2YtGvbeU2Cn3z3yIkjR+qNprvW3mcwXulX/g+7G25qzD7Ouf7+c/1KKBg0GI0njhwBgLvu+9q5fmX6DPP0GTOyLAk52P9hdzgUzP6LeQgb8J7V14x8+cvd7rawY/Zx9xGt4ktSl893ymg02O0rTab6lMfIcq/FMgePnzXrWrN5mlYFAACskWXR/KEv33Lk2deC37l2/7PdGlpko6NHTrx75AQAPPCQ3Wg0kD0zZ06fMfO65IM/7Pbf1NiAH4PBUNsLnhnm6Wvvu5sOmO7rHETacOF37qv+4L2jL8kAEPr76f/5k6zeFnf4+ImjJ08Y6w33332X0WCg/9T9kb/xxoZ0X8xwWDAUesHjmTl9+v13X2miw8dPfH7p4jyLZeb0MYYvUiQAeMhuJ0U6fPyEecZ1yV/M3jrl1zOLtOGN3109+VzfjoNBGJ2/5RQkJ5H4y9fdAoMX2bkQMaTcdHbC4sVXPpbwCrAt7ivPWACAw+F2u8XLTYQScrsdDseVrv/339f/5GeRIpbn5LtH6o0mAGj9zS/37H7tXP+ZUCi4499e/KinW3XAnt2v7dn9Gtn/3PZnz/Wf2bP7tePHjvzfXa+8c6D9+DHNJiV56Cc/i/z99/X48VvO6/6P6yznMpDZfCAUenn3m8Fg+LmXXpZ7PgaAtw78p+/YSenYCdx5+N2TL+/eK/d8/NaB/1T6zx1+9+RbB/7z5d17D7978h9+9JNTH/QEQmEAeHn33rcO/Cf56+F3T3KuDgD8H9fZbzmvTF8e3zDpyW2aEYfJbD4cDLy567VQMOj5/Yv+D7tPvnvkJ1t+sP/NN8/197+5aycAnHz3yJu7du5/881D+9tPvnsEjyRBDu1vP3H08KG33/Z3d5OADY2NP9nyj2fPnAkFAwCAYQ/tbycB39y189D+dvJ18ldyMLH+UJZDwQAeQ75IftBqoie3XX58wyT86HDMdrv7tAoOAGQ2HwyGPJ72QCDc2rpLlnslqcvrlSSpCwAkqevxx12Kct7j2SfLvT7fqdOnPyWHaVUGt7vP4ZiNH//2O9f+/NlPtQqevd49csJgqgeAX/+ydddre/rPnO3vP/sf/74TAHa9tof8/8NuPwAcPXLif/3jE7/5ZSv5CABtL3gMpvp+5Vz/mbN45LtHTpw5cy4YDP3+xR14JDf9/NlP//Y71+LHv/776b/6Sba3gchsPhgO7dzzJpAJ8Q5P90f+w8dP/OCpp/a8/faZc+d27tlz+PiJnXv27Hn77X3vvHP4+An8OjnsuX//j33vvIM7X/B4jPWGM+fOnTl3DgMePXniPw8fUfrP0hY79+w5c05dVFIkANjW6iYH9J87+287dwLAzj17yP+xhD0ff0yiJVvjkUdPnqB9s2yZX/3k3F///ZXfABzmpar5IdM19Gzv0Hd2gsWyyDjc8XnpzuaJtrjhnqXbdbFwxFEnZvNCKrndjpVL2yEW/1OxZ/OoUCh44dNPTSZT/fKv7Nn92ol3D+/ZvfN7f7dxODY8ODhYDxAKBUOhEMyYue1nT//057/5qKd7+rGje3bvvHHuTUNDQ9dc88U9u197YcfrRazCT34Wue++tqqRy5FizOZpGY2Gl3e/Kb170vP6m19d/l8qKirkDz+23HQD7rQtuM1oqPunf/2l44FvSO+eMBnrAUDpP3fphjkmo+HipT+FgqHnXno5EAr5+s8ND4382fUzX379zbc8v+Nfl//jOrvuv75aOzJ8SdPZPC2D0fDmrtdOHj385q5XnY/9g8Fo/Kjng2umfvHQ2+13rb2f3HQfHBqsqa55c9fOb/z5w+TILU//73febg8HA/4Pu4eHh7+14W8Pvd1+Y+NNt96x8M3Xdp47c+a6mTM9v38xHAy8+dpO8i8A5/rPHPP5Zs6adbL/DACcPdOPf71u5szpM8wGo/FPly6+sfMVk+kL5Bh/dzcAvLlr5+927taqvmRO/08jHeDXuw/2aRVWJZOpzuNp9/lOeTz7Fi+eZzTqPZ729vZfzZp1rclU/+67HwQCA1u3/tZma3rzzf+cPNng8bRv2jRHK3cyp9fHDsZ7636+pwizeVQoGPr0089MJpPhKwYyQf+w2//6zjeMBkMwGPrXp3/+y9/868yZ00dGhmT5w/37D/3kpz+cMfO6GebpbS/sWLDgNoPRsL/9HXLkHQtuB4Bdr+05dvj46zv3kCN51uXnz3761bufq4gNhHOZzdMyGuoBYOeeN4+cOLFzz56N3/ue0WD44KOPvjj5mvZ3DpEb4dHBwdqamp173tz9wvPkW+YZ1w0NDV3806WPensBYNWddwLAzOnTX9jhWXjbbcb6egy46PbbyVfoPYb6OmN9PQCcOXdO6T/75Rsb8F8JgqHwpxc++4LJaKyvP3Pu3Jn+s90f+XfuedNgMARD4Z9s2/bDxx8zGgwdku+ULO/cs+dff/TDmdOn09b73nmHHLnwtvm0Lzkymzb51U/O3fvfXqocHuQ2L93ihq8teTEeH6llOZsHDhx6l+vwgaplpT2bJ3qjYf1+3RIxmxdKqfaGlft1d46T2TxZnzCnoeHWOxYaDMZwMHDdjJlLl33ls0/PnXz3yNDQEDmgYW5jOBgIhYIAcOPcxncO7Lvt9gWhUPCaa7546x0LG+beVOx6wGvTHzhQuayIs/nT/efkDz8GgEAoZJ4xvXnFklA4Yrt9vu2OW+mdAGC7fb71jvm22+cr/efIR8vchnBkwGgw1NZWk4PJMZ9dvGi7ff6X595YrErt+MLXOqpXsJjNnzujkHvt4WBg+oyZd65YOXXadIPBWFNdAwBn+8+Qw+YvXFhTXTN/4cKGmxrxSPKt+QsX3rpg0aWLF+lVOqSLAsCNjTeFgkF/T/fg0OD8hQtvuOnLFy98Nn/hwlsXLPR3d9N/BYDpM2YQ68uRCB5D3HNaApSNntx2+UDlsvaGh7UNS6Qo58nt9mAwZDZPX73aCgBW6zyLZTYAmM3TTKa6oaHhYDAUCIQB4PrrrwsEBmS5l3zUSm53337d0rfmPKJhzFx1Vjl3nXl6Q8MNdyycT1bdzL3pxrYX/uOOBbcHQ6FQIBwMhgFgxszrKiurv/SlWSu+spR8ccaM637y0x8CQNsLHvpIAAgFwjNmzsAjOeutOY/s1y3NYzZ/5tw5vG8dDIdmXnfdyqV3Tr92qtFgqK2pAYAzZ88CwIJb59fW1Cy4dX5jw5VVLjOnT6+srlqycNHC+bd+6E8EmTH9un/90Q8B4AWPBwPiV+g9C26dT2bwSv/ZoydPBMNhLNLM6dNvnDMHD7ipoeEFj2fhbfNDoVAwHAqGQjOnTzcaDINDg3R82hqPTPbNXq9P+ybneemrMx58eepaprN54LCG3uksizv0AHCPn8cdely8wfqXA1MjrYKzK6TmkVf6ed+hxxUpyY5Llq+87faFz21/lnxsmNu4499eDIWCP/3mQ19pvvu57c/eesdCcsBHPd3XXTcDAG69Y+HxY0enzzDj5CknR0a67xzvO/S4IoU4rl6+5PTZc0r/WcvcG90veQLB0PqH//vW//1Ly00N5hnTceeyxYtUcVpfelnpP/uLJ/+X792ng6EBALDdPt+1/XcAYLnpxgyOHLTuT6zu0N+5cuXZM2fOnTnT0Njo+f0LoWDwG3/+UHfX3/d9rN/7+kidIcVX6CMbGhu3/ctPZn3pesPoDb/nfv0sACxZsSocDAAAma+TabrnxRfO9p/5c8d6cszfb/6R/8MPyF8PtTuO+wx19ZNGYsFwKHTD3JvwmDdfe1XbKhPhHfpnGQRvbrYpyjlFOW+xzGlt3RUIhJcvv+Opp1Z99tntDsdMt7svEBj44INPTp8+O2vWtQAwMHBZlntNprp0a+7zE96hf1LDoBmFK1Jwhc/ylXcuWDj/N88+h8fcOr/pVc+upx76f/a3v9PT3TNz9EkVnQ66uuTLl6MPPGQHgFAw9MPNrQDwgy2P79r5Jn3kTY0NbS/+RzAYfuAhe7Ija321N8879F9ZsqT/3FmyRuWmhoYXd3iCodBDdnswFAqFB1578810XyQrUj6/+L9//tt/qK6q+uHjj5H9wXDoB08+BQA/fPyxDz76iARcYk2MbGiBewBg0W3zF902ny7SotvmP/vclbMzv6nJs3v3tX98LRAKRi5HLXP9ABAMhaZNmXrk+AlSYJU1WW8z87rrVL7kyCx173mud+gB4Gv9PO7QCw69NtrsgE5YXC8fkX3z2a2hpyMzXanP1Eir4OwKqXlkh8PdCYt170f3/t9LfNbQ0y4l7LgvfMuUfv97//dDPmvoaZdCHH++/Xe22+dn88isVo7Z61vO6175dO6Xgp/t3vOZtmvoU4q20NDud79+dv7ChbfesZCbYwYRF/JQ7GLo1HYNfUrRK/U1X7WfwZE8FLsYOjnMd+mV+nxW7RfFsRMWV3/w3tGX/Tmtoc9btEsJO741cOvkc33c5qXcOPQMl9yoyq16MqCUpOoTqocgtZJqZsnIhbWRVsHZFVLzyKqAqqc5WUg1ny4HR9XTnCykmk8X4viNNXd9ee7YoAkNHbOUylH1QKfmUs2nNbS7676v3TA3xbIZdo7ppHJUPT/KQqoZPH9H1dOcLKSaT5eDo+ppThZSzafLwZHDvFQ1P1TRYrQVpxdLfd60CADu8W9/IwngXwIc+juj7e/UriQc+pheBwBLoocO1S7R1uVKzMsxmMTKhbURhqq4HIsXEFyrOBwik68TDv2wvh5GO0zhRU0njK+7HIlN0pewI+HQx/R1ALAk+vah2q+wc7wS/3IEJulL2fFyRBePc+irGLwyGhmsqqmsrOTZUUdqait0Om6OVZEw6HSx2kkl220AdJGBuE4Xq9UvibYfYtmqGL/i8kB8Uh29p8QcddFIRSw2MqkeAJYMth+qYek4Gr8iOhCvrePpqItGYrV6bo6EQz+sNwCvVBWLjZyZcs3s0nixVAZdami66uNnn46MjHzhmi9W1dQAQDQSqa6p0VVW4gHJe4gioVB1TU1VTc3w4OCfLn5OdlbX1Jiu+WJK30goBAB6gyFdwOw14tdfamia7O/SXQ5HGvQAEPPryIaGwpj6rjAARBr0LFzQSO+PEBfQtDoYPF5YcK3icIh8pT0j8eCf3QwAI5/oyQYjkfjGT94HKHHH+o/fqxq6HPmzmwAg9skkssFIJL7+kw8BoLQdKz96v3ZkODj7ZgAY6dOTDRbC4JM/OBqPx4Ozb2ZqRzt+4YOj8TiEuDoegdpJkYYbY/5JkQaGTzxjfH3XKQDg6vjeqXitPjznplivPjyHZUcdjW+QjwNACTvW935YERkYuP4mAIj9QU82WDn+QT9w/U11f/gQADg7xvk6TuqTK4cGyeSTzN/YOZL4ph4eGOLxtYZ+V2vrKZ9vntW6z+P56c6d4UDgiQ0bVtrttubmcDA4zWzGPavs9vOKMs1sxu/+84YN/7BtGwCEA4E+WZa8XgBYabfPsVjIkecVBQDqjcZwMAgAf+jp0ev1sy0WDAgAvbJMjidHosV5RZljsWQoOc819Bbr8ZhFvxg6ma6h74TFOjki+25jsYa+ExZXdUe6OgsKrlUcDpGLsoa+ExZP6jm+d/fFEnbkv4a+Exbrerq63ugpYUf+a+jX3D31j5OvWzPlI34r2u/64oUZDavqT5XwGnqLdX7MYuHqyH0N/X9ZOWeosZQd+a+h74TFVf73jnq4OtZ8/P7hHT1iDX2BYjuhBwCL5U/G7g8/b1qUTau1uVxdkrS2pQUAbM3NvbL8xIYNc2+9tefkyWlmM5mdP7Fhw80LF37S3V1vMjXZbA84nQBwXlF2tbZ+e9MmOhQJ4nr8cXIkAPj27l3b0nJeUXx79153/fXXNzbampuf2LDB1ty8tqXlHx9+eJrZXGcyzbFYyJF9skz29MkyHTyl/nVpl+5yONKUmnLjckEgACYTmM2Q4WlsSQKbDbxeMJsh5S8Ih8Ot7wrDJN2zB79DB3c6r9pIqcx/Vek7S5+Fy7FIU73b7cjpi14vnD4NwWCmmtLBAaC1FYJBsFhAlgEg8UWvFzo6YM0asNmyKiQJ4nQmogFAIACbNoHHA4pypfwuF1gsYDZDIHAlcnIFVSVEuVxX1Sv5i+QMpi5qJP6nLy9Mnuk+t/3ZR9Z/h95IVoY/pdMPv96ruzzwp0a1Y/ah3jnQfvZsfzgYmD7DfPea+/J2pLXj314MBwMNcxv9Pd0AQCK/c6B9+oyZhw60E7pONmUj+l/3+auGLkca5yfPdH++/Xd/u/5/0BvJyvCndNpwfwAuR5Idsw/11oH/VPrPBkIh84zrvrFmdd6OtAjD3jL3RrnnIwAgkd868J8HpSNrvroim6dvaf3Ff/28dmT40pcXqCa7v/v1s//jr75Db6RU5r8m6/ENkyZ/cDRaVf2/3rzqzlxOcQ7tbyeY+ekzZ9619v4xHb/wwdHh6tof7Ml035pQ7RsaGwnOkkQ+tL/9SOd/fmX1XSmfuM3oeAQm6Z89qP5XcZerzel8gN5Iqcx/TZbDMVvfdSrZMac4Xq90+vSnwWDIbJ5mt68a2/G9U3F93ZN7rlH96TfPPveX33mE3kipzH9N1t9+51qDfDw+Se2YU5z97e+c6T8bCoRVr4nNyVGl37+4IxQI39TYQF5HNcM83WgwzJh53f72d+5YOH/BwvkZvqvS43dfrIgMhG+6LXmm++xzz33nkUfojWRl+FM6/d03/1QRHQjPVTtmH2rfO+/0nz0XDIdU73bN6BgJz52fYTb/wg5PMBy6qaGBYDRJ5H3vvGOefl37oXcW3HoVTmdMff+/fV45NDjmvLRLksit4dkWC7nnK3m908xmvL3b5nI9kN3c6F+WnIzHR2pvv50p5Yb5khuX6/DSNWt3uLO6C0KabFdrazgQsDU3z7FYZlss/+Wuu2bdeONAIHBeUVbZ7bMtlsqqKgCoM5naPR7Smvs8nqZU0yhyMsiRK+126+rVq+z2NpfLujqRR4mFrbl5n8ez0m5/wOn8x4cfjgSD5EjJ6/Xt3Yu/BzLrjYb19fIR2Z22V5E5utcLHg8AgMkEsgxGI3z2GUydCsEgGI1w6hTYbCBJYDKlntAn7tA36Lvhqke+JAkAIBAAWQavFwAgGoWpUwEAWlqgtRVMJggEEhuyDCYTWK3g84HTCS4XkBext7RcCdjesFInR2T3bbSLquRE5CP+3pFlcDpBlkFRwOVKuABcZdHesLKqO9I1Gpy0LvkiALhciRp98gn4fCDL0NKitrbbwWS6Kg6eIrLh9YKiJPYcPQqSlKgsiWwyAcCVgkWjV9WuuVldQqJAAAASYbFJSeuR0zdrFsgy+Hxp2vP96N6fXYJUIm9dDYWCH/V0HzrQDgCDg4PXTJlK/mowGAkscse/vWgwGP09HxgMxlvvWEjeZ0ne6rruvz+oirn3z749qef43p+lfd30nt2vAYDBYPD3dJMgxMvf88GG7/89APh7uh9Z/52PerrP9Z8BAIKzzGA6piMAzL99AQD4ez7E3zAAcOLYEUOPEQBOvnvE3/OhwWCkC3b3mvvInmS9Nv2BKf3+91wfpvwredlqIBiWez5+68A7ABCNDl07JZGJjUZDIBgGgOdeetloNMgf+k3Getvt86VjJwDAZDAAwCPf/IYqZvufPaLr6epy9aSr4Mu795Kvyz0fmUbpiiT+/+/R7wCA3PPR367/H3LPx2f6z8Eo8SaD6ZiOALDojvkA8EGPH3/DAID07om+PyrSsRNyj/+Rb35DVbBvrLnLaExNLdzxha99KfjZ7m2fJf+JnP1QMOj/sPvQ2+0A8I0/f+jl379wpf8YDeTdrgajwd/d/Tf/798T4Ax5XRQ5zP7nV3WbJ7ddXnP3ij9Ovu4UvJeyPOSFrwajccmKlb/79bO0F7EAAH939//4q+/4P0z01cymT267fM9dyy5c13AYDmdo1fkLFgCA/8Nu/BkDACeOHDnzhz+cOHLko+4P7X/+IJbN391dbzTdtfY+gzFFX31y2+V7Vi8bafhyN7Ql/5W80pWw4b1eCQCi0eGpUycDQEvL2tbWXSZTXSAwQDZkuc9kqrNa5/l8p5zOB1yuNgJcb2lZS8d0u/ss1qWxBktKRwDwePYBgMlUL8u9GAEtNm36NgDIcq/T+YAs9yrKeZerLbOp291nWbR0aM4tR+C1ZLujR04AQCgY+rDbv7/9HQAYHBz84tRrAODPH1z3+xd3GI2GUDBENno+8BuMhjsWzn/3yIm//M4jv3n2OfIK2D9/cB0d8+fPfvpfVqZ1hNEXxBoNhg+7/RgBLf7u7zcAwIfd/r/8ziMfdvv7z5z9zbPPZTYd05FowYLbAODDDz/CnzE9Qb/B6AeAd4+c+PDDj0jrYcHW3nc32ZOst+Y8Uv3Be0d/kvpNqOT1rsFQuPsjf/uhdwAgOjg4dXSZsdFQHwyFAeCFHR6job7b/7HRUL/g1vlHT54AAPLe1ofWqe+67bv+kSp/WkcYfbGrwWD40O8nQYhXt//jv9/wNwDwod//nUce6f7Ir5w7CwDPPvdcZtN91z9S8/H7h3+SaYhbOH8+AHT7P8LfMABw9MTJDw1+ADh68sSHfj95ixYW7P6778IXWqn0+rRvTj7XN+a8FCd+5xRln8dTbzJ1SVKvyQSjc8vhaFTyesnKDltzc4ZQr854cGTw4uxOJcMxhYv5i6Vy0nuSNM1s/tHzz5OGIzvld98dCATqTCb6SOvq1d974omN27aRj12SlK41VUfmJFtz83s+X68sZz5VOWnTpsRck9yNttmgtjYxB21pgQsXACAx285P+EvgwgWw2RL3qoPBxAwYN8iRKDwysxQF7PYrJQ8GrwqoEjmB+KcMFhYLWCxX5t9YkRkzoLk58S1VoyU7kiD0htWamKOrKks3r8MBNhv09aktUor8Ujp9GiTpqorj6cPvZtmeyTIajA1zGwHg4qWL829fEA4GwsEAzmjpbZzjksPy8DrXr9y95j5ypzzZi9aJY0fIRuGmN85tvHFu47n+q042+X0CAEuWrwwHA+8c2HeuX8GCpZvNZy+Tod4y90YA+PzixUV3zA+EQoFQ6BtrVpM3ttLbhtG0Sg7Lw0vpP/uNNavJnfJkL1rSu4l3rRduapl7g2XuDUr/VbfwTcb6mdOv/eryO0lM7/5DSv9ZLFi62XyWMhhNDY2NAPAxOU0LEv3nrrX3G4xG3CAH12O3WZBPtzl35sxda+8nt8mTvVQHk0l84aYA0HBTY8NNjefOnKF3GozGa6+7bslXVpKYh95uP3fmTOKNVAsWpJzNZy+Tqd5imQMAFy5cstmagsEQAASDIbt9lclUhxsAQP5PhEfmJEU5b7evIm+kSvZSHUx+chRuCgBGY/1NjQ0A8PnFiwsW3BYKhAEgFAivve9ug9GAGwBAz3HxyJzUr5xbe9/d5DZ5spfq4HePnNDEFABuamy4qbGhX7lyv5n8PgGAFSvvDAXCB/Yd7FfOYcHSzeazl9FouKmhAQAuXry0cP78YDgUDIfuv/tuMselt/EuAzksD68z587df/fd5E55shetoycSC8cLN228saHxxgaC1UeR3ycAsHLJncFwqP2dQ2fOncOCpZvN5yFyN7lXlutMpnlWa73JRG7SX7pwYZrZPM1sLvDC10rj68VSt9hsT/zN3+xqbb121izy28hgNPZ/8snF8+fxNrnBaKyoqOiSpC5JarLZ5lgs5OdRyoCr7HbX44+TI9OZGoxGyetd29Lievzxv/Z4bM3NeurcZD+VH/PFUhZLYuZntV6Z7ZGbvoGr043RCLKceuWGw+HWx8Lg1z0LV/1jNDnY5wNJAkVJEZas+TGbExs2G3g8gM8gBJLy3Up/O8RiEUdizQm5ax6PX7khTb5iNCYC0tUkB5OfFsQFj78SfPhKcKw1rr0hHy9cuPKt5EZLF0dVkm3b4J13rqosaV5sFpMJZs5UW6SMjEt3SAVxGVVy66Vpz7QvliLrTE6+e+T4saPn+hVyPx5f4fTc9mfJdr3RRLbn377wzd07p88w45tck7X6k9/qYgMpHcl98Xg8/tz2Z+uNJgyC8clhDXMbyZFkSt0wtzGzaQZHleqNJlx7Qz76ez7EKs+/YxHOwDK8xwrGerEUWWoiHTvhO3ZS6T9L7seHRmchP9/+O7LHZDCQbdsd819+/c1ZM6YHQqFQmsnKyk+eg1gkpSO5Lx6Px3++/XcmgwGDYHxymGXujeRIMsW3zL0xs2kGR5VMBgOuvSEf37v4Ica03XEr/lpIVzuiDC+WIr+7Thw5cuLo4XNnzoRGL5jw6Gn63a+fDQWD02eayQYANDQ2vvnazukzzeFgIJzqbD6+YdI/D+2PXqz+X0l/IjfF43Ggb8yHR/sqWhAXcjDJrJlNH98w6Z+GO4bP1v4gQyuMqt5owrU35OPF99/HmLcuuNJXU9buimP6F0vZbE0A4POdkqT3FOV8IDAAAOT/RC5XWyAwYDZPIxs2W5PH0242TyN/pY9Ekdc8pXR0udogMZi3GY2GYDCEEYxGA7EgHy2WOeRgk6nOYpmT2TTzi6XIOpN3j5w4evREv3IuNPr7AQ/4zbPPhYKh68zTycYdC+e/vnPPdeYExDDlj4e//c61hjSOiXdLxWPkRnsoEMYIBlM9sSAfb2psIAcbjIabGhsym2ZwTJbBVI9rb870n/3ww48w5u2LrvxUyPy7KPOLpcg6k6MnTxw5fvzMuXPkfjxe5s8+9xzZY6w3kO0F82/d+eabM6dPD4ZD6e4drPpDWkdyXzwejz/73HPGegMGwfjksJsaGsiRZIp/U0NDZtNVf3iuYiSSzcuzjPUGXHtDPpLpOwlL/1rIfGck1xdLGYzGNpeLjC29snxOUc4rykAgQD6eV5TzipJ5HYd4sVTxdV5Rtm/der/DMeaSm4nyUGxrK1gsVxafZDDK8qHYLAMmBx8PD8WSFUHJ53bcPhS7499ebJh708l3j4y5CD6/R1Szj6+VYyHS6qHY51562TK3QTp2YsxF8Pk9opp9fK0cC5EmD8V6fv/ijY03nThyZMxF8Hk/FJu9RUrHifhQbGvrLotlDln0kvnIvB+Kzd4itWPBD8X+/sUdN910I1n0kvnIvB9Rzd5CK8e8pdVDsS/s8NzU0HD05IkxF8Hn91Bs9vHTOYqHYjURwzv0oxx6iMfiXZL03zfAY+uaHI9NJOr8pc8+u3bGDADA9T8p5X6qyfFYV+SpUF0cJAk2bHCsW+d+7DGN5/RPPeV+7DGHJIElDqEQbHgsH5fZs+GPfwSrFTJUiBiFngJTFtXJJmDK4F8orK00iXPDDRCJqEuuVQmTAxoBjh878lALfPcvbv/L7x7LI5R51pf6ldO33rHw+OgamJT6zS9u/8vvdgz8IlQbz80xy/gaOuYt4nj5p5fj8fjhd09u+NbJ/7Z+6WPfPZhHqOtnmT853W+7fT5Zc59OT/1i6WPffTP0iwFTjo5ZxtfQMW8Rx6GtQ7F47OS7Rx76C3A6bv/L7+d8Hs1fmnXmj3+cvzDxxEU6/eZnt//l9w+efBfuiceGBgcf+ouD2dtlaZHO8e5Y/PLlyEPfz8ExP11xjMdDociGx15ft27VY4/tyyPU7NnX/fGP/VbrPLIAJp2eemrVY4+9Lklgyd0xS4t0jl+GeDg88K3ve7/1P5b87fcPZR8B9aUvmZXTZ+5YOJ+suU+nn/9syd9+33v0CCyO5+yYpYWGjvmJOIZ/NvAFiB8+fuIvHoKHv7v0+3+Zz+X/JbP5dP+ZBbfOJ2vu0+lnv1n6/b98M/ybgS/Ec3PMMn4Gx+ocHfMWcbzsusxtXkrmh9EfXq6IDcPoi6UYzen5vFjqrp6p1wPANy+98tLkr6sO+7NLzO85sdby4Y4DVctqhod08Vi0uhYAlg13dFQt09YFY9YORWMVuqGqahYuaFTNpjpaBWdXSM0jM23Psncc1MXjpV5H7o5Dgzrg0apXj2kVQ1U1fCpYRMfByurlIx0HKhk6YvxJw4PFcGSYm1DcsmHRHctiwCmDxBGLxZXJxhs/+wwm/oulKqZMvw4AqkLVZINWKGnPhFPMXxdquG2yvwsuh4cbbwMA8NcNN9ymsc1ozOouH0yqG25oYuIyalTt74qxqM6V4AMFBdcqDofITNuzvB11PSdhMFradeTvCN3Ha0aGeDiOBq95//BQZc1w43xOFQSo7jo8UlM7PPdWjo6++KS6wdmN8b66wdm3sDPE+DUfHOPtKB9jm5tQ3LJhsR3LYcBhksczOvJPHDU9J2traxm6AMA4WUPf5nJNM5sJUBKhnm0u1zyrNRte5HjQ6Br6d2XfoMMB7uxWZQUCAbfbbbVafT4fAJjNZrvdDgAul4t8VBQlEAiYTCaj0RgMBvfte+Tll79gsdbGLLcvhs4xXTwej6IoJKzX65Vl2Wg0trS0tLa2BoNBi8USCATwAPpghwM6YbFOPib7oumqg8cDAH4RAEhwUnisFDo2NzeT4FXdJ7o6I5nbim4HshEIBPKIg+1ss9lUzU6a1+l0ohdWP5vIGZRcZV2O3SNL0bVzuVxkI5szWLgj3W+ZOqJUreoN3TJZ+air83LejnS3T9kxUp3HguqY8qoEAHRxuVzozq5VsbIWi4W+OhwOePXc7C8Fzp86NMDoPKqa1O2GeUvqzlwzc+3Uj/h0G7cbmhbrL5kbmg3vcXO82VY7OPeWxdC57RcXmFhS2vDdKdt+ccG2+vqhm+ZxdWy+PnbzHdnkppyEfTUYDGIWI62afTbMz1E1qLJzRHFLHCh6bsBnGE+ebBSYbceUhomDHp/pfpKyl5KDOzrWn6pvHhy8+CXGa+jZYis7O8HpXLR8uCPDbD4cCADA+VFmYa8st7lcbS4XAXwSJj3ufP7pp3e1tra5XLtaWwn+k+wPJ1NF+GqLG+7xb18RO5hT/yATX7JttVoVCtxIPjqdTtJvgsGg0+lcteo5hwNWxDpW+rdn42Kz2ZxOJwlrtVrtdnswGCS+TqdTlmX6AHrb7YaV/u0rYh0ZqoPH018EAJx8k49kAx0x+LLhA9m0Fd0sZrM5vzh0O9MfsXlVXjmVMIOpqqi5do/sjfBnFe7M5gwW7khEtpk60tZ0q67pf3HZcEGOdO9N2TFSnUfNHPGqpF1od3atipVVnU23G9ZdemXp0H5251HVpA4HLB3a//ULO7h1G4cDlg0fWNP/Ik/H5SMdX+1zc5hbA8C2X1zY8N0pK2IH+TtmmZtyEnZROouRVs0+G+bnqBpU2TnS1nwSB0rVqhyG8eTJRoHZdkxpmDhU2QEHz5S9lBz8xhvXrel/8Wuf7WI6m4fxwKEnfP5PT58mD57SgM9vOp1NNpvk9dI7yT37tS0tvbKM+/sywMPHscxmM+kB5MYz7sePsizTuTZXGY1Gl8vV3NwMACaTKZD0s4c+gN7OKbjqi6Sv+3w+u91ONvIuP7YDhjIajR6PJ7kimYXtrPpIN6/qFEwgYXU8Ho817/cX5OVY+Ckuuujem7Jj5NflsnRMeVUWeNVnKays6uoQEhpvwi6a8nph6shtUC2iuLUqKtfJxrgSPT7Tg2fKXspnMEexndAvXgwu1+EDVcu2uGFzGkzIeUV5wOl0PvnkKZ8PAN6TpF5ZJoDPdo+n3eO5xWajdw5QPY/eX1xtdsAbDev365aSH/G5ymQykX+jkSRJURT6o2100ZHL5dq79yG3G/brlrU3rM/GZePGjQBAfpW2trZ6vV4SMxgMulwus9lMH0BvOxzQ3rB+v25Zhurg8fQX6eAej4dsYPnJNgneUbV8zLbCdqBDkX8TyCkOLdLCuI3Ni155R06Wqsp5d48sZbVaZVkmtcvmDBYu+rzwcYSrW3X3jAc7qgpyxN6brmNAUpcrsI604zPPPEOuSrpetDu3VkU5HLBj8tcPVq9g6kifRLcbDlaveGXKOm7dxu2Gjqrlu2c8yNPxQOWyt2Y7Nnx3CkPLUZEFMPt1S/k7Zpmb8hNmMRht1eyzYX5SDaocHIF74lC1KocBJ3myUXi2HVNaJQ5VdsCdmD7o9iQHE8dXp64liBt24kG5IWvoAWAiouizEanX3Y7EGnoYvfLzkCRJFovFlOrNqxiTrOHrdnfm55LBgjZqdCQW0kEu1ck+OFkzl1NwTeJwK2FyQF3B3SN3x5zP4MRyNK9LLIUs3JHpdTFOHMcUiT/5nsQaetaOGJysob/w+kd8KgiQWEOv7HiPmyNZQ//uL14nc192jhifrKHn6th8fezmO/LOTdlLq2w4/h3LJHFolW2zdNQwcRCNOXMzr7uFrKEHlpQbPtjKuz9vWgQA9/i3v9GwXnXYZP9EItOn1J3R9ndqV1ZGIxWxkZjeAABLou2Haldq64IxdZEQ6CpjtXoWLmiki0aAQXW0Cs6ukJpHZtqeZe5YER2oiMVKu478HeHygC7Oo1XpMS1WoYNJdZwqCKCLhOI6XbyWtyO7cTvZsTIS5u/INDclO7LOhkV3LIcBpxwSx0hs5OyUa1hP6PlgKzPpUkNTsYtQqEb8+ksNTZP9XbrL4UhDEwDE/PqI1vXCmPouH9TqIw1NLFzQSO/vAgbVoYIPFBJcqzgcIjNtzzJ3rOk5WTkYLe068nes6j5eMzLEwRGD1xFsJbMxLdlR33V4pLp2kKujL16rD89ujPXpw7MbGTqOxjd8cIy3o3yMaW664sgrGxbdsRwGHBZ5PLMj/8RR05PbWwXz0/jFVtJ/Td453rQ5L2xlOiHUCSmNp0+fzgNbSSsltpKEzQ9bmTJyysI3Nzfnh61EDpQsy+TrVqsVKVF5464y0EILjEyLP31Mc8DimOLPO9McW0krub+l7Loa1pG/Y7JoO2CJrUxHO3WXIraS5tk5BLZSIyWfR84QSf6OJZk48psPaOioVeKgEZaqaRUyiAFg796HjlYvL2ts5YHXXmtzuQgDh+wcP5DKZG3JC1uZTgh1QtZSfthKWimxlTRiMldsZcrIKQsP+WIrabIetgM+ZZs37iolLTSZ+ThRsJUZHdnSx/jzzjTHVqqCJ1NWmbYqf8eUZUA7YImtTHnduUsXW0mPVA6BrdRCyeeRM0SSv2NJJo68MdZaOWqVOFICjlUjKgBs2tTDB1vJfMmNy3V46Zq1O9yX0x2QElvZK8uD0eg0s9lA+A+PP77xl78EAPKnPlkehy+ceqNhfb38ruweLDwUQp28Xi/uIew8txss1mWxhtu7Ibd+YTKZ6Dkr7iTvVLLZbCqSVHvDep18THZHc42cXHhIYv+1N6yv6j7R5Y5kjowcKPy6CrGXZZx0YWlUpQpPll/kDGpvWK/TqHukU3IjZ3kG85bq1HNwVGn3jAcnKx91pR9eclI2AEdt68jfMRvtmPz1LwXOn3IPaBs2HaXX7YZ5S1acuWbmBfhIW0eU6tJwu6Fp8fJLMxoUeI+Ro+rMut1ws23Z4Oxb3oXXGTmqtO0XF2yrlw7NnsfVsXlprOGOXHNT3so7G04gRw6JI5Uj1wFH82w7prRKHCmplPRoY7fbzWazy+XaPeNXg4MXv9SpnoNpK+YTeqdzkXG44/P0d+gJthIA2lwuAHhPks4rykAgcHZwsKqmhty5/+nOnWRZDvkT6zLnp3v823WxcESLX5kbN260WCzkFx5hLZFXupJ/vdXHOsBf/2yOMcm/B6mwlYqiIMsJTS0WCwCs9G+H7KqDkQFAkqRf/epXt99+O114chiy/xLBhwdyaiv666g84tCiUZVk2QM+pV5gZCK6+tm3ZyFSNzJjR/rU83GEq1t1Tf+LlcNRFo4piavAso78HVNaA8C6S6/UjAwNMHOkrzsAcDigbmj/4IWa7UzcEqIvDYcD9MMHRvprf8PSkZbDAfqRjnhf3U94OW747hRD7CB/xzxyU06i+2re2XACOfIfVIvjWHC2zclRq8QhSdLq1avhamA3ztYAwOPxAIDZbF7T/2I8PlLD+A79uFhDXwLSdg19Ommyhm9MWB4xym8hXfbBC18zx27tneaR+SyFTOXIdilk0R21XUOfjWM5tCqjNfTp7DisoU92ZL2GPtlRrKHXVnxWtBfdsUwSB+s19CpHzRNH5pkPceSwhr742MoSEKlXgnLTZAWAlf7t7VrXFGPqu3wwqT7S0MTCBY0Sj7prXR0q+ECkaVHewbWKwyEy0/Ysc8cErEDTDpDZsRxalVBuBm5m3qoYvO79w4OVNcON8/lUEAjlpqZ2cO6tHB198Ul14dmNX+1zvzWb4Rt0ML7hg2O8HeVjoGeYm1DcsmHRHcthwGGRxzM78k8cNT0nywJbWQIc+spoZLK/qzIaqYjH9f4uANBFI3qt64UxdfE4RCN6fxcLFzTSRSPAoDpU8FghwbWKwyEy0/Ysc8eKoWiF1h0gs2M5tCoMD/FpVQxeEYtVxwermY1pyY66eKxiKFrJ1TEej0bq+7p10Uh9XzdTRxK/CI7ANjfRjnyyYdEdy2HAYZHHMzvyTxwj7Awo8ZjQD1ZV73F3AsAlB5ANlRBbST52SdI4fOY1gy444CV3MPGm2INBAAg74Lg7OOYXUTQyEigaIAAQ/hEAfPz0rEcfcLW0tOCb6sZ0odFptAXGJ4+mqbCV4VcXHncHE6+Ly6I6Kuwd/RFBkFiS8LZE8KruE11jBUcmFCkqWeJP9oSP5BAnZYHNZnNzczO2D8FL0dXPI3LKZgn/Dtszz+6RpZKrkOUZzFvYkcLtnBxVrZp44V8BjimvEUVREEbGtI7YFe12O14s/M8jWpP4iTfFau2oupyxgkC9KZbPpQHUm2IZOapGPKDeFBv87pSOX7B6/BcAMD6+KZaf4+ibYvlc/kC9t5WpI91zWDsm50rWiSOVI9sBJ7/5QCHSMHHQU6mU2EryACEe0LNzxvr7/+mJt38Fgxc1r5dKDLGVnZ2wePGVj+nW0NPYyjaXa1dr67GOjvOK0uZy/fOGDa/+9rf7PB7J6yV/2tXaOg7hlVvcsJn698w8VmXRyEigaIDIP7Jardu3j7S13ZOTC41Ooy1o2iDy4/AAAufK3kgFaVIxMVUlySk4MqEwJu7JtZC0ENZJtw+MNkUhkWlhmbUKmKXMZjM3R+xI3Bw1b9WU1wgNI2NaR+yKKgKVtl0xmzIQMXXEVsVa87w0eDYppB/xyFpzJpajIgTJIjpOoMt/TPHvq/nlSuE4pqNWPYeeSqXEVgI1rXI6nfff7zly5MqblJiuoWd7h76zEyyWMSg3Kmxlk80meb3TzOZpZrOtuVnyer/27W8TAA75E3ItxxW8cosb7lmaP+VGhYxMRkySPffe63U4nOQpe/fBscPS6DTaAuPT/Dj6ALcbVi7N9lF3FRIORYMg6ZIkgmfxVHsyE4rek30clWhYJ0ajmyLvyOmUU3vmLSRk2Ww2Po50R+XjSMvthjVLCoUVpLxG6G7GtI7YFX0+H14sKboiy1ZVAVvdbli3mAnlBluVvgBJfiWUGzczvqKqSZFy4z7EylE14iHlZtvr/KjwhHLD2THL3JSf6FyTaNWss2F+Su6rrB1T5ErGg+q4cGRPuUEVmDjomVJKbCU92pADnE5Ys4QH5ab4a+hV2EpCpZS8XsnrPa8oEI+3uVwGozEUDJI/IdeyuMXWVoiMDAQCs2bN2rt3L6EBIghJxQcs0EKSpIqKChIN1/aosJU5CSFNNLzJbDbTIMg8hEwoGGVO0XsKkYrTB0koPU2U7MJUSMji5lh4t8xDjFqVJq4GAgHsZqzrmHyxsOiKGaQCtrJT8uXM2hHFuUmF2Cklv5ipOPdVIUbS6jzSM6WU2EqgplVazViylMBWaiOtsJVjwo8EtlLzOBwilw99bOJiK5leF3lLYCsZOQpsJRNHga3U2rFMEofAVmoiga3UQAJbmVdwga1kpfJxFNhKFo4CW8nGUWArNZPAVpaco8BWaqDiL7kR2MosJbCVLOJwiFxm9DGBrZzwjgJbycZRYCu1dBTYytJyFNhKDTQusJUTXYVjK7MRxmSNzSJhGbGrMHiBmCqt4nCITLUnW/pYKke29LGiOxaOrczVsRxalRG2Mp0dsMdWJjuyxlYmOwpspYbilg2L7lgmiYM1tlLlyD9xmNfdwgFbyXBCT7CVP/5x4mOGNfQqDn2by0Uek50oItjKu0c/5rEqC1nXLS0tQIFOyePS5AmMhQvh/vsf2rnzi/m50MTrlBx6pKi63c0OB+APr3RGiJK1WCxI8oY0lHc82O22ZRNcZSHLMolJQcTs2cdRia6+CiJbYGRaubZn3sJWUhSFdButqjCmNG+0MaXqSF5NHfGUBQIBJA3jxahVHWmMcUryPULT+bQqTeInHI9XGTuqLg20YN1Rx4MjN4gkuvB35DbgsDuP6QZVDj0nv1xZiLilqvHjWEjiUHHoIWkGRb+Bx+VykZnb0erE10scW6ni0BuMxuFotFeWJa+XYCsBYDganTx1KgBcO2tWryzPsVimmc3kTzNnzz7T1zfHYrGNMh+LogKxlWRaTCglAEBwiqSvYIK3Wq0AL+SEraSlKIrJZCKPYKvsyE5CUSU8pmzYVYiSVdHc0YjeT29nj6nCb2FMRVGsVqvP58spjkpYfVJfApGl20cTkFau7Zm3sJXobsOHPpai0Rg7qjpS4dhKVXByyhAACgxalQ6I23RXJOLWqqrrlx22knakLw0O2MpkR9bYyhSOAltZsFQDDjuIZLpBlQO2MkWuZD+o8klVmRwZYytVjoUkDrpLEKlmUCpOIJm5rfk9D2wlwxdLZalkDn1Vba3r8cdX2e0EOQ8Aly5caLLZQsEg4dMbjEb802A0SvYUtxYFymQy0Rx3BJ0idpcmm+Zt4XQ6yVQY7ex2O+5Mh5NPJ0TJ0kxZ2ojerzomVwuMWXg7AFV9FW4cm2JiCVtJ9TYDDuLfaPl1pCyFlwDdkpq3asrgdFekr0oOYtqkQkIaituAU8RBVVyP41x0l0g5VtNv9tBkxpK92E7oFy8Gl+vwgaplW65+lyotwqF3PvnkKZ8PRjn0P925c5/H854k9coy2UP+3yvL5xXllM+Hfzr7ySdkD9OKjKnNDnijYf1+3VL31e8hy1Ktra1er9doNEqSpCjKxo0bAYC8coxgdwlH+Y03HnC7Yb9uWXvD+jxcEOX+zDPPEDuPx0PDWRHx63BAe8P6/bpluVZHRWNNKRK8o2p5TsFJTJonnV8cuLq1aaQxFjvvyCnLDFfaM8/ukaXobpP3GcxVSXVk7ohyOGD3jAc7qrR0JJcA3ZKatyoGlCTp0UcfxW3sivRVWZRW3TH56werVzB1pCvodsPB6hWvTFnHraO63dBRtXz3jAd5Oh6oXPbWbAf9RlV2Igtg9uuW8nfMLzdlL1Wr5p0Ns5Tq8ufgSItP4oBiDOOaZ9ucHAtJHHSXwLGanvmQRcJkeTDO3HbPePDVqWvJQnR24oGtJBx6yLiMfkKL1CvxUKxvEApYCpaBZoox8aGc/FzG5G2TsIknY3xRyKU62Qcn3NmcgrOIwyEy1Z6Fdo/cHXM+gxPLMfFsU+dlbo4a1pHplZifSPzEQ7GHBlg7YnB8KJZPBYF6KJabIz4Uy3pRO8bHh2L5OY4+FMutVQvMhuPfsUwSh+Z5PLOj5oljzJmbeV2CQw8sl9EXn0NfAtjKO6Pt79SurIxGKmIjMb0BAJZE2w/VrtTWBWPqIiHQVcZq9Sxc0EgXjQCD6mgVnF0hNY/MtD3L3LEiOlARi5V2Hfk7wuUBXZxHq9JjWqxCB5PqOFUQQBcJxXW6eC1vR3bjdrJjZSTM35Fpbkp2ZJ0Ni+5YDgNOOSSOkdhIWXDoLzU0FbsIhWrEr7/U0JR4sVRDEwDE/PqI1vXCmPouH9TqIw1NLFzQKPF2Ca2rQwUfKCS4VnE4RGbanmXumHg/SEnXkb8jebEUB0cMXvf+4aHKmmFmY1qyo77r8Eh17SBXR1+8Vh+e3Rjr04dnNzJ0HI1v+OAYb0f5GNPcdMWRVzYsumM5DDgs8nhmR/6Jo6bnJDsLFMM79AAEW5lYcpNuvc0+j2cgEDivKGtbWqaNLrwm5MouSTqnKGSRfcr4XZLURK2BLqI2O6ATEktusv8XHOQckfVYBH5E/kSwR+RhCyS97N370M6dX8zp1dOIT6LhdLiN8e12O32AI4v3P6dkX9KVOn36NE1xQiqfI+OrnrHAZJtERlolcjybm5szx8lVNHNKk8jJAVm/wTuVI9s3eBfdUfM3eKuuOxWMjEUdiWMwGERwLQ2x5dOq9EXncMCr5xJLbhg5qprU7U4suVk79SM+3cbtTiy5aTa8x82RLLlZDJ2sIZIwugaGLLnh6th8fezmO7LMTXkouVVzyoYT0bFMEodWeTxLxzwSR8pZEx02JcibHLB370NHq5eTJTdMsZVsH4rt7ASnc9Hy4Y4Mq+fJVP7bmzYBQK8st7lcbS7XcDQKAKd8vj5ZBoB9Hs8+j0fyettcrl2trc8//fSu1tZdra2nfD78SjhrPAsLbXHDPf7tK2IHc+qRhHNEZvMEeUv24waR2Wy22WxOp3P16hccDlgR61jp356NCx0nHUQSfdW0LP/2FbGODNWxWq12ux2f4KaDk0rRtXM6nWQ2j8GXDR9IDq6quCoyQWFizAxx8pDmkZMD5to9tHDMdAZLwHFN/4vLhjVzpLsffV2wqyM60lcTvc2hVVUXndsN6y69snRoPztHVZM6HLB0aP/XL+zg1m0cDlg2fGBN/4s8HZePdHy1z81hbg2jEMkVsYP8HbPMTfkpuVWzz4YT1LFMEodWeTxLxzwSR7pZE4ZNCfImh23a1LOm/8WvfbaL6WwexgO2EhUOBGhOJdlZZzLNs1rPK8oqu71XlmGUa0kolgCAXyFT/4mldFRKxB4hFCk/eBaNT0oJkaR9c6VlpWRfphNN5cuywHRkuh1yYmsKCWUv7H7cWGPoSINrVRBbbmUQEhISEkqplLOmlAfQUynOZOfiYysNRmOby/XbrVsBgOZUJh9DYPM0xTLDVzhrc77YSppKaRyl6SP2CKFIhJT0+OPTc8Jm0fiklFL5orJhVyH8UcW+BIoPhRs0lS8DpkpVYIxMW6jYmhririY6tjKVYwliK7WijyULu5/qumBXR3TEqwmoK4uFY4YykI8Oga1k4yiwlZqIM7ay6I5lkjgmELYyXXbI4Lt370Olg6288557f+Q6AADup5ocj014pk2ySL3+5qn1U/7Q7f75QQB46qmmx7SuKcZs+dtlgetv8jy2nYULGtmfWm/6w4etP+8ATauDwb9wuuf/PHMg7+BaxeEQGQMaWXaPlI4szuC4clzzw4emffrHVpeWHSCzYzm06sp/sM8Z+Py3P3ubtSMG//b3v/KJYepbW/+DTwUB4FvfW35u6pd2/+AFbo4tzmWXzDf83vm/f+Za/H0nw393x/jfefy+P81q4OwYvL6RXW5CccuGRXcsk8SheR7P7Mg/caz54UOxWHDOuXMw8bGVd/VMvR4AvnnplZcmf1112J9dOsuoANy0fLjjQNWymuEhXTwWra4FgGXDHR1Vy7R1wZi1Q9FYhW6oqpqFCxpVs6mOVsHZFVLzyEzbs+wdB3XxeKnXkbvj0KAOeLTq1WNaxVBVDZ8KFtFxsLJ6+UjHgUqGjhh/0vBgMRwZ5iYUt2xYdMeyGHDKIHHEYnFlsvHGzz6DiY+trJgy/ToAqApVkw1aoaQ9E04xf12o4bbJ/i64HB5uvA0AwF833HCbxjajMau7fDCpbrihiYnLqFG1vyvGojpXgg8UFFyrOBwiM23P8nbU9ZyEwWhp15G/I3QfrxkZ4uE4GryGYCsb53OqIEB11+GRmtrhubdydPTFJ9UNzm6M99UNzr6FnSHGr/ngGG9H+Rjb3ITilg2L7VgOAw6TPJ7RkX/iqOk5WVtby9AFAMY5tjJz8GyO4ab8sJW0aHIcTZDE/S6X6+23v7VjhyF7bBYdh+YrIUSSHIbESfTKhl2FwQnQJhlbSbM4PR6PoihkO3tMFYYCALJqzWQy5RGHbgdIw59KpnYKbOX4d9QcWzmmY+m1Km0HDLCV6UYzvNbYYStpAKjKUWArmTgKbKXWjmWSOMY/tpIWDib0xAa3FUVBSDcZ/d5++1udsLjssJWIpyR/UtEq3z9yhBAqd/zqV+RngOr4Iio/bCVK9dwqYo9UIMvHHuvKCZulQlWmhEgigIkuQzbsKlUhUxphcILdJNvZY6owFIL88o5DP7ai+piMmhLYyoniqC22MhvH0mtV2g4YYCvTjWZoxw5bieNGsqPAVjJyLG2IpMBWMnIc/9hKFD2Y0BMS3KbnV2T0e+yxrnLEVtJ4SgBQ0SqnzphBCJX9fX2r7PY6k0l1/MSVihyH2CPcnx9ajsYn0cBHhEjSAKZcLTB4OjATHTw/7CaWGUF++cVRETnxIw3czJXaKSQklI20Gs3yEI4bAs0pJCSkiejBhJ6Q4DYN6eY8rxhf2EoaTwlJtEqaUNnmcg0EAqrji6i8sZVESI6TJEn1dhuyn2xs3Tq3EGwWAT5KkrR3716y+IQGMNH0ulzZVTSeMhgMko90cILdJL+Pc8JUkTIjyC/vOCi6hZOBm0QCWzlRHLXFVmbjWJKtSl8F7LCVqtEMhxp22EocN5IdBbaSkWNpQyQFtpKR4wTCVtKDCU5IJEl69NFHcRsh3URPPdVUOthKsoYeADIsvJnQIvW625FYQw+jV34ekiTJYrHg6nZaGJOs4et2d+bnksGCNmp0JBbSQS7VyT44WTOXU3BN4nArYXJAXcHdI3fHnM/gxHI0r0ssheTmWA6tOvmexBp61o4YnKyhv/D6R3wqCJBYQ6/seI+bI1lD/+4vXidzX3aOGJ+soefq2Hx97OY78s5N2UurbDj+HcskcWiVbbN01DxxjDlzM6+7hayhh4mPrbz786ZFAHCPf/sbDetVh032T3gy/Z3R9ndqV1ZGIxWxkZjeAABLou2Haldq64IxdZEQ6CpjtXoWLmiki0aAQXW0Cs6ukJpHZtqeZe5YER2oiMVKu478HeHygC7Oo1XpMS1WoYNJdZwqCKCLhOI6XbyWtyO7cTvZsTIS5u/INDclO7LOhkV3LIcBpxwSx0hs5OyUa1hP6PlgKzPpUkNTsYtQqEb8+ksNTZP9XbrL4UhDEwDE/PqI1vXCmPouH9TqIw1NLFzQSO/vAgbVoYIPFBJcqzgcIjNtzzJ3rOk5WTkYLe068nes6j5eMzLEwRGD1xFsJbMxLdlR33V4pLp2kKujL16rD89ujPXpw7MbGTqOxjd8cIy3o3yMaW664sgrGxbdsRwGHBZ5PLMj/8RR03OSnQVqnGIrs5Tk9U4zmwcCgaarVyzhn8hDtBy0uTBspYocRz7Sy9DtdjuBH+WNrVTB4wDAbDaT51bRNydsJQqjJWMrEd6UH7YSyxwMBlPi5zTEXWkO0kI2qNPpdJQNfUxgKyecI2tsZWZHB0tsZQZHga1k4iiwlVo7lknimEDYSnoyg1M1Gvytmq4AwN69Dx2tXs4BW8n2Dn1nJ1gsi4zDHZ9nxFYSnPx5Rdnn8QBAvcnUK8vkUde1LS342GudyUT++unp06FgcJ7V2iVJvSYTAPTKMtlzyucj/x8IBHpNJm4T+i1uuGfpdl0sHMmrRxKmEj4urSiKyWQym80Wi8VisXg8HoQfORw2fawD/PXug1mFpWmSqqc/CTAVfdXYyqXbIZfqqLCVLpcL/w8ANpvNbDaTzp0IPjwwZnAss9VqJe2QopBZxMlG9CnQJDJd/TzaMw+lqEKpO65Z8mLlcLS068jaUTX4uN2wbvErNSNDA1wcyXNpdUP7By/UuF9nYpfSUT98YKS/1n2Io+NIR7yvbtvr/CCShthB/o5Z5qb8lKJVs86GE9Sx9Aac1I4a5fEsHQtJHPRkBqdqQOEscbqCHwFeWPP7F+PxkZqJjq1Eys2YUmErm2y20Cj0kGxLXu95RSFz9wecziabrc5kmme1AgDugdF5P/6Jm5Byk4dopiRQIEjEriH8CJ+yzyYsjUyitxHXSPuqyG74qPuYouGPtGh4kwo3iU+1Z1n+dPi5LOPkocIj09UHuAIr4Kbsz+DEdURYATeVQ6si5YaP3KOUG05+cIVyw9ORUG64OSLlhrNjlrlJE+WUDSeoY5kkDkZ5PJ0KSRz0ZIZmduPkBKcrQMG7kXLDVMzX0DudY9yhJ+jJgUBgpd2OGMpQMDgw2iIAQLbnWa04xW9zueZYLAajESH0ZM8ci6Xd4yFLd3plOXkpDjvd48//Dj1QTMlZs2bBKGKJ/IOOkeJy4h2CZ/MtpyRJb731ltFoJEtuiC+MwpjwMe2V/mx/ppNfosnYSkmSVq9eTY7ZuHEjWYRDXvu60p/bL3JsBxLkqkJq98uehvcVHpmuPuTSnoVIXYVSd1zTz/wOPRS7jhwcVfDWdZfY3qGHJFAmuUO/nZVbCkdyh/43PB1HOuJ9dT9h6UgL79BzdiwkN2UjdasWlg3Hv2NJDjgpHBnfoQftEodqMoOznRtuuIFMTuhpG66aXtPP4w598dfQl4YKXEOPygxV1GQN35jcRmKU30K67IMXvmaO3do7zSPzWQqZypHtUsiiO3JYQ69yLIdWZb2GXmXHYQ19siPrNfTJjmINvbbis6K96I5lkjhYr6FXOWqeOMacuXlDt3BYQ198bGUJiNQrQblpsgLASv92zf9VDmPqu3wwqT7S0MTCBY0Sj7prXR0q+ECkaVHewbWKwyEy0/Ysc8cErEDTDpDZsRxalVBuBm5m3qoYvO79w4OVNcON8/lUEAjlpqZ2cO6tHB198Ul14dmNX+1zM10Jg/ENHxzj7SgfAz3D3ITilg2L7lgOAw6LPJ7ZkX/iqOk5WRbYyhLg0FdGI5P9XZXRSEU8rvd3AYAuGtFrXS+MqYvHIRrR+7tYuKCRLhoBBtWhgscKCa5VHA6RmbZnmTtWDEUrtO4AmR3LoVVheIhPq2LwilisOj5YzWxMS3bUxWMVQ9FKro7xeDRS39eti0bq+7qZOpL4RXAEtrmJduSTDYvuWA4DDos8ntmRf+IYYWdAiceEfrCqeo+7EwAuOYBs0CIL6KeZzdfOmmUbfWiyzeUi6JsJoQsOeMkdTLwp9mAQAMIOOO4O5h0QuUg0VvLje87+aovXZrPhm+pycqFZS4iDJA9zkJ14QPjVhcfdwcTr4rKoDh2Z7CHwJkVR6P1kZ3hbInhV94murNsK4VDkQXK6kDnFUYkmSyZXv5DIQHGywr/D9tSme6ST1+sly/XC7bmdwUKkOq2sHVWtmnjhHwNH+hohnSR8hGEdaaps3ldifqKBbiR+4k2x7B3JSQTqTbF8ug1Qb4rl5ohvig1+d0rHLz7S3BGF8fFNsfwcR98Uq22rJnOWsVXzy4Zjik5q9BDHzhHFP3FAsYfxwrNtro5aJQ6a2U0PpAjXbm1t/bht1tP/38uOXz4Kgxe1rFIqMaTcdHbC4sVXPmZYQ29rbl7b0vLp6dP7PJ59Ho/k9ZL9vbLc5nK1uVzPP/205PXuam3d5/HQO3e1tr7x4ov0V4qiLW7YTP17ZuGrsmw2m9PpVBSFsJZkWVYU5d57//2pp668/iBXF4wJSQhLso0HEDhX9kZ0ZKDgTfR+3JlrcDomTezJL45KTqeTzOahgOqnE547rQKOKavVarfbg8EgN8cCT2se4taqeI1gJ2HqSF+SmnfFMa1JkwKv88j/0hg/jmStORPLURGCZBEdGbWq2Wzmdh7xGizhIQ5VDnVk6kiGbnq2Rvu+8cZ1Tz99C+4pcQ49KhQMnvL55lgsMNoc9SbTHIulV5YvXbjw6enTAHBeUW6x2XDnnffeS+A2oCh4d78o2lIYh14l5CJ5R3+oECKS1Zobhz5lTKBwkHa7nRBVbTYbfUBOMFoVkhLhTfR+GjeZB3eWzKhcLhdd4ML5tenAmpqTcXNqz7xlMpnooZmDY4rTyh6PgHKz5NDjNUJ3EnZ1pKmyeV+JmsjNnkOvsuPAoU92ZM2hT+EoOPT5Cod9mrPsZkmFx2tQNcRx4NDTKpNhnAOHXuWoVeKgJyS4UwXXBoB77/13Phz64q+hBwDJ6z3l800zmwmwEve/J0nnFWUgEPjyggWf9fcbjMZpZjPuBICBQIBmWZaMkIsEo1Aks9lM4xoLiRkIBAgZE64mTqpgTHlEtlgsNLzJ7XbjfhUTMw+RdqALXLgygDU1kYoGyFrJkFPWKvy05iHOrarCj3IQi66YWZybVDgK5SQc9mnOMlPhNVgOQ1w51JGRI/ZMGtitmq2RnSe1NU4jga3URlphKzNLYCtZxOEQuXzoYwJbWQKOAlvJwlFgK7WVwFaydBTYytwksJWlI4GtzCu4wFayUvk4CmwlC0eBrWTjKLCVmklgK0vOUWArNVDxl9wIbGWWEthKFnE4RC4z+pjAVk54R4GtZOMosJVaOgpsZWk5CmylBio+trIEpDm2MqUwJmtsFgnLiF2FwQvEVGkVh0Nkqj2Z08eSHJljK4vryA5bmc6xHFqVNbZSZQfssZXJjqyxlcmOAlupobhlw6I7lkniYI2tVDnyTxzmdbdwwFYynNATbOWPf5z4mG4NPc2hNxiNTaPPu0he7zSzeY7FAgBdkpRyP9E+j+e8ohBu/T6PZyAQOK8oa1tapo0+AJGZat/mcs2zWptsNtolJxFs5d2jH1msA3O5XAsXwv33P7Rz5xc1dKEpqjAKo3W7bQ4H4A8vTYwQ6+t22wsJjqhXt7tZ20JqHpldUYUjOiKttoTryNqRxicTjservBxJBdGCW5MW0ZEbRBJd+DuWw3ksmcu/PB2ZJg58bQ6ZVi1c6Fq37ltYx9LHVtqam5tstl2trb3BYCgY7JXlORZLlyT1mkyS12swGi999lmvLIeCwXlWK9k/x2LZ5/EAQL3J1CfLdaPPIuDM/ryi4AEwOms/5fM94HS2uVwEp2MwGq+dNQsAJK+3V5YvffZZnclEkPb3ORz1uTz0rS22MqWsVivACw6HU3NsFnn0m4anas6ustlshO4EhWGqCOqVAMW0xV1pHjlFQMYssDJ0ZIetTOdYeq1K2wEXbKWqghywlcmOrLGVKRwFtrJgpWhVxhDJojuW3oCT2pExtpJn4lAUxWQy0dOqxx7rWvN3PLCVDF8slasIfXKa2Uz4lXUm0zyrFQCabLaq2tpQMPiA09lks+H+84qyym7vlWXcQyscCOABZE8dNUEnd+LXtrSQv37T6Wyy2c709RHyPQD0jX5rnIi8IU/zsHa73el0kvfFJsNTNZSKVS8kJCQkJCQkVGIir83hMK1KFtsJ/eLF4HIdPlC1bMvV71JVSfJ621wuskKmV5bPK8opn89gNJLZNkHOA0Cby0Vu2JP9BqOR3GunQ5Gdv926VXXAHIul3ePBgzEmUbvH0+7xXDtz5nuS1CvLqr9mo80OeKNh/X7dUvfV7yHTSiaTSZblN954wO2G/bpl7Q3rNXHxeDwIZyUwWvKD0uGA9ob1+3XLtKrOxo0bAYCQ9Unwjqrl+QXHAhcYh0NkVUB23SO9o2ZncHw67p7xYEdVideRgyNNaHY4YMfkrx+sXsHHkfyT98HqFa9MWcetSd1u6KhavnvGgzwdD1Que2u2g36jKjuRBTD7dUv5O2qVm9JJ1aoaZsPx6VgmiUPDPJ6NI+vEoZpWbd06d/eMB1+dupYsRGcnHthKwqGH9MvoJ7pIvRIPxfoGgc3CLIyJD+UwWnBGwiaejPFFQdPqYHDCnc07uFZxOESm2pNh90jjqP0ZHFeOiWebOi9zcyyHVk08FHtogLUjBseHYvlUEKiHYrk54kOxrBe1Y3x8KJaf4+hDsdxalXU2LLpjmSQOzfN4Zkf+icO8LsGhB5bL6IvPoS8BbOWd0fZ3aldWRiMVsZGY3gAAS6Lth2pXauuCMXWREOgqY7V6Fi5opItGgEF1tArOrpCaR2banmXuWBEdqIjFSruO/B3h8oAuzqNV6TEtVqGDSXWcKgigi4TiOl28lrcju3E72bEyEubvyDQ3JTuyzoZFdyyHAaccEsdIbKQsOPSXGpqKXYRCNeLXX2poSrxYqqEJAGJ+fUTremFMfZcPavWRhiYWLmiUeLuE1tWhgg8UElyrOBwiM23PMndMvB+kpOvI35G8WIqDIwave//wUGXNMLMxLdlR33V4pLp2kKujL16rD89ujPXpw7MbGTqOxjd8cIy3o3yMaW664sgrGxbdsRwGHBZ5PLMj/8RR03OSnQWK4R16AIKtTCy5Sbfeps3lIhur7PZ9Ho+KL4koyczoyaJrswM6IbHkJvt/wQkEAm6322q1kucnkHOEiKXTp0+TDVmWA4FAR8f6N964LvtXTyOVkjxTS8h0ZH8gEDCZTEajEffTrCVHFu9/RhIlWXafXHiyYp7sx5rabISJmfpVzxiThMKPpPwqrwxx0rWzzWZLV0JsE6fTmX3kZAtFUUiZm5ubVVVm/QZvGkKazRksXDTxsCiOhb/Bm+5y9DZBuNpsNm1bVdUV8WMwGJRlmVyPQF1NHFpVddE5HPDqucSSG80dSavKskyfRLc7seRm7dSP+FwabndiyU2z4T0+HdXtTiy5WQydrCGSMLoGhiy54erYfH3s5juyyU05yev1kqsDAOgk5XZD9tkwJ+GFmdxXGTmiUg2qbBNH0YfxXLNt4Y55JI7kLgEApFu2tLQANciQJx6NRqPJZCJD66uv2r2hxJIbpthKtg/FdnaC07lo+XBH5tXz86zWeVYreSh2n8ezz+Mhj8nuam091tGxq7WV0OUBoFeW21yuNpcrnPtzq0y1xQ33+LeviB3MqUeSsQk/4jZBLJF+QzacTqfJZHrjjescDlgR61jp3569i9lsxjhkD4nmdDrp/ThXBkKW9G9fEevIUB2bzeZ0Osm3yERWVXh6P11TEnzZ8IHk4HRM+iNdNoyZIY5KqnZWtQb5E7ZJTpGTLbDMyVXOtXvkIVXjZD6DhYtuyaI4rul/cdlwQY50l1P1N5SGrZrcFbFX2+12JFkl9RyGraq66NxuWHfplaVD+zV3TDlEkOfSlg7t//qFHUwvDaAGN4cDlg0fWNP/IreO6nDA8pGOr/a5OcytYRQiuSJ2kL9jTrkpS+HVoUpSeWTDLIUXZvJ5ZORIWycNqmwTR9GH8VyzbeGOeSSO5C6hGrSJzGYz7sehlTh+7bNdTGfzMK6wlUQ0axKBlavsdgKdHLdYyfxkNptJF6HxkQBgNBo9Hk+A+tEiyzI9D8hSqrDJ0WgjmrWUjZBEqUJqYkx6P9Y0y5iqj1i2/PCdKncsId0++bVwsgWWOcsqayhGbNMMSu6oE050l8NtmjWmbauqegV+NJlMpBnTXbPsxA0py5ngRot/qwppKLw6ck1SeYsezyf6ECekiZITOnZLIhxkcD9/Wve4wFY22Wz4ilaaNUkDK8l23lhJ1tpcGLYS8ZGSJJGbEIqikH+Ux/1k5UZO2CyaSokbkiTt3bvXNtrgaAQ5squQRIn/wESCBwIBEpPeTysDpgpjknagYZekbHTM/HBXdAnp9iEtPGYJxxRdZlWVWdPHkhuHA30M+w83R23pY3SXe/TRR8k2jXBl16p4sQNAa2ur1+slswcVRJJ1q6p6rIMZtpJuVc7YSrpVHQJbydKRBdIRrw4oBkSSHuL4OApsJWvHAhMHCUV3S0mS3G63aj8OrcRRYCsnhjZrh62UJMlisZhSvaRWK2xWBgvaKD92VfbBM2OqtIrDroTZi2rP0qePTVxsJdPrYpw4jimHwFYycxTYSg2lVTYc/45lkjgmOrZyzJlbKWEr7+qZej0AfPPSKy9N/rrqsD+7dJZRAbhp+XDHgaplNcNDungsWl0LAMuGOzqqlmnrgjFrh6KxCt1QVTULFzSqZlMdrYKzK6TmkZm2Z9k7Duri8VKvI3fHoUEd8GjVq8Y0qBiqruFTwYRjRcVQFW/Hwcrq5SMdByoZOmL8ScODxXBkmJtQ3LJh0R3LYsApg8QRi8WVycYbP/sMJj62smLK9OsAoCpUTTZohZL2TDjF/HWhhtsm+7vgcni48TYAAH/dcMNtGtuMxqzu8sGkuuGGJiYuo0bV/q4Yi+pcCT5QUHCt4nCIzLQ9y9tR13MSBqOlXUf+jtB9vGZkiIfjaPAagq1snM+pggDVXYdHamqH597K0dEXn1Q3OLsx3lc3OPsWdoYYv+aDY7wd5WNscxOKWzYstmM5DDhM8nhGR/6Jo6bnZG1tLUMXABgP2ErJ6/309OlQMDjNbF5lt48ZE0GW40qbC8NWEjpeMszOYrHQG2+//a0dOwzZY7NUoCUVWZJekt7S0pIrni8dcxMpeABAQwDzg0LS9ECVV964KywM+YglLDwyLW70sXSENXb0sZT9lqkjSnNspaou2DGwu9JUx8LrqMJWJgNkCamWJ7YSqKsMGGMriZKRjqyxlcmOAlvJxJENtnL8QCQ5OCYjngW2UnPHQhJHTjRwcvDevQ8drV5eFtjKXlle29Jia26uN5mAwlaq+JU7fvWrfR7Pb7duPeXzjUN45ZbCsJUqTB4NSKI3Hnusy5ELNksVH5+0w4/J3KXssZXpmJuIaqJxePlBIbFZ6PbJA1upEl0YuuSFR6bFjT6WjrDGjj6Wst8WhXdWOLaS7sbYMegeQnfjwuuoumqSAbKqS5VDq6oGHzczbCWKP7Yy2VFgKxk5ljZEko8jZ96xwFbmoSxp4ESbNvWUHbayS5IAQPJ6zytKryyr+JVDg4OlB69EEJIK6Ib7kzfyi6+ifeFHmruUK9ktA3OToJpoZlN+UEhsFtzQhCGIhaFLzp/5qJX48zHT9duJKLr1sGPQ3VVb9JjqZCUDZLmB+VAlcBKFSlv8hzgUf2xlESsrlI1yooFzBuYWH1s5x2Jpc7kkr5dM1ueNphYVv5J8HLfwys2FYSsR6EaT7JL11FNNeWOzaD5jMBhM5i6pyG7Zs6tU8Edk/9E4vPygkNgsuFE4tpIuDF1yTSKrVPL0MRpEyMcRtMZWomicK91d6W6sbR3TAWQ5YyvpkwgssZW0OGMrkx0FtpKRI0+kY97ZMCfxx1aiSjVxJDtOIGxlTjRwcvDevQ8JbOVV2tXaOsdiOeXzPTC6UmL8aLPAVuYevEBMFTvcleaRy4o+JrCV49lxTDkEtpKZo8BWaiitsuH4dyyTxCGwlZqID7by7s+bFgHAPf7tbzSsVx022d+VTbQ4xOPxuK5iHK0RQt0ZbX+ndmVlNFIRG4npDQCwJNp+qHalti4YUxcJga4yVqtn4YJGumgEGFRHq+DsCql5ZKbtWeaOFdGBilistOvI3xEuD+jiPFqVHtNiFTqYVMepggC6SCiu08VreTuyG7eTHSsjYf6OTHNTsiPrbFh0x3IYcMohcYzERs5OuYb1hJ4PtjKTLjU0FbsIhWrEr7/U0DTZ36W7HI40NAFAzK+PaF0vjKnv8kGtPtLQxMIFjfT+LmBQHSr4QCHBtYrDITLT9ixzx5qek5WD0dKuI3/Hqu7jNSNDHBwxeB3BVjIb05Id9V2HR6prB7k6+uK1+vDsxlifPjy7kaHjaHzDB8d4O8rHmOamK468smHRHcthwGGRxzM78k8cNT0n2VmgJh62cnxqc17YyuxFoEv79j3y8stfKByblZICpjm7igZBFgiFxAIriqJiCGqFu/J6vUjw1CQyN2xlRkfe9LEJh60cU6kociXVqrQdCGwlM0eBrSxc/CGSRXcsk8QxgbCV6USDvBFvQHa+/fa3OmFxOWIr21yuLklqc7mQTfn800/vam0l8ErJ62Va4Ly1JS9sZfYiIKRVq55zaIHNSkkBY8SuSkZb5oGpwgInMwS1wl3RBE9NInPDVmZ05E0fm3DYymwceUIkgXurqiBrboGtZOMosJWFq0ywlWWYOCYctjKlBckUNPUYgeN8sJXMl9y4XIeXrlm7w315zCO7JMnW3AwANJuyV5YvXbhw5733Sl7v2paWNpfLphE/TnO90bC+Xn5Xdg8ydXG7wWJdFmu4vRvy7xfZgLHaG9br5GOyO5q3i91uN5vNLpfLZrPR2yR4VfeJLnck1wKrGIK5xskgk8lE84U0jIwBdey7R5JjQWdw/DvunvHgZOWjriyGl7yluljKoVV3TP76lwLnT7kH+Ni53TBvyYoz18y8AB9xc2xavPzSjAYF3uPmeLNt2eDsW96F1/k4bvvFBdvqpUOz53F1bF4aa7ijkNyUkzTJhuPcsUwSh7bZdkyxSByYKWjqMe7cPePBwcGLX+pMyzDURMwn9E7nIuNwx+fp79ATbCWMzuPnWCztHs80s/k9STqvKIRNOa4Ilel0j3+7LhaOsHybo9lsdjhAH+sAf/2zmoZN3l7p3w6FVcfj8cDoXXl6OxF8eCCP4Bs3brRYLLIsWyyWQuIki/yTHMFWahVZ2/YUjsmOa/pfrByOsnakVZKtStsBwLpLr9SMDA3wcnQ4oG5o/+CFmu2s3FI46ocPjPTX/oan40hHvK/uJywdaW347hRD7CB/Rw1zU0qpW1XTbDgOHUtywEnhqFEez9KRaeKQJGn16tWqnWv6X4zHR2oY36Ev/hr60hDrNfREfNbwAeMXzmu1Zo7d2jvNI/NZCpnKke1SyKI7clhDr3Ish1ZlvYZeZcdhDX2yI+s19MmOYg29tuKWDYvrWCaJg/UaepUj/8ThDd3CYQ198bGVJSBSrwTlpskKACv929u1rinG1Hf5YFJ9pKGJhQsaJR5117o6VPCBSNOivINrFYdDZKbtWeaOCViBph0gs2M5tCqh3AzczLxVMXjd+4cHK2uGG+fzqSAQyk1N7eDcWzk6+uKT6sKzG7/a535rNsM36GB8wwfHeDvKx0DPMDehuGXDojuWw4DDIo9nduSfOGp6TpYFtjJLDv14VmU0MtnfVRmNVMTjen8XAOiiEb3W9cKYungcohG9v4uFCxrpohFgUB0qeKyQ4FrF4RCZaXuWuWPFULRC6w6Q2bEcWhWGh/i0KgaviMWq44PVzMa0ZEddPFYxFK3k6hiPRyP1fd26aKS+r5upI4lfBEdgm5toRz7ZsOiO5TDgsMjjmR35J44RdgaUeEzoB6uq97g7AeCSA8gGrTaXi7z8FTcyqEuSAKBp9P2640QXHPCSO5h4U+zBIACEHXDcHcw+Ao3GAwCPx4NwRpfLRUBIH78+6wd/5bbb7fimulxdMgu5TuHfLTzuDiZeF5dXdbIJXtV9oiv34FrF4RA5VXvm2T0KcNTsDI5Px8QL/0q6jqwdaaAbiZ94UywzRxzuwtsWkuD4plhGTYpQ2nB7whHfFMvnJAL1ptjgd6d0/ILh478YH98Uy89x9E2x3FqVUTYcP45lkji0yuNZOmqSONJN2whdg8zfPB7Px7+e9YO/cjtf+AEMXtS2UsliiK3s7ITFi698zLCGvkuSuiRpIBCgUZWS17urtXWfx4M7w4HAKZ/vlM/Hrsz5aYsbNlP/npnHqiwajQcUnJHmrmzZ8smvf72kEJcxy0C4TgTOpa2RVsHZFVLzyEzbUzgKR83tYBTMx8ERCbZ8mhShtEU/iWStORPLURGCZBEdS+bSEI7CMXPMlNM28hFB22+8cR09c2O6hp7tHfrOTrBYxqDc0KJRlZ+ePg0A5xXlFpuN7OwbJSWPQ21xwz1L86fcqNB4CGf0eDxWqxUAAoFAMBi8995/dzic5Cl790ENi6+W2w0rl7J61D0RvOCn2rWKwyEy0/YsZ8c1S7hSbsqkVdctZku5oYc7kl8J5cbNjK9IQ2mJI6HcuA+xcqSVcBzpiPfVbXudHxWeUG44O7LOTahEq7LPhsV1LIcBh1Eez+CoSeJIN20zmUwI6SY7//Vfm9es50G5Kf4aehhdQnPK50NU5ZcXLPisv99gNKr4lSUvSZJmzZq1detWAmckL3M1mUwmk4n8kzFTdxW9bnwGZ1dIzSMzbU/hKBwnqB1/qaC0fFTyrVoUlfzFKBwnoqMkSb/61a9uv/12WZZxyQ1QoG2AGxlZ0xLYSm2kFbZSkiSLxWIymVL+VWArWcThELl86GMCW1kCjgJbycJRYCu1lcBWsnQU2MrcNObMTWArJ4wEtjKv4AJbyUrl4yiwlSwcBbaSjaPAVmomga0sOUeBrdRAxV9yI7CVWUpgK1nE4RC5zOhjAls54R0FtpKNo8BWaukosJWl5SiwlRqo+NjKElDh2MpshDFZY7NIWEbsKgxeIKZKqzgcIlPtyZY+lsqRLX2s6I4csJUqx3JoVdbYSpUdsMdWJjuyxlYmOwpspYbilg2L7lgmiYM1tlLlyD9xmNfdwgFbyXBCT7CVP/5x4mO6NfQ0fl61Pc9qHW/I+ZQi2Mq7Rz/msSpLBTSlydCEQ2+z2RYudK1b960dOwx5uCCGuaWlBeObzWYCzyFGaOp2NzscgD+8xjRyuVwwSl0FisYKADRNPxAImEwmt9uZfXBsFlmWSdlOnz6dXyFThvX5fFjyvKufTpoHHIeOAED6p9ttK0odvZo60iBh0l2dTideO253C4s64osmYLQr4gXldts5tCo9+BCOx6tsHJNHBlJBtODWUTk4YquqHLlBJNGFvyP/VmXniJ2WW18th8TBelBNloaJAzuhxWJJOW0LBAL0zGfhQrj//oeOVie+XhbYyl2trXUmE0HRS14vAAxHo6d8vl5ZrjOZAKDeZLI1NzMtbSEqEFupApoSZqrL5bJYLGQPeW76sce6HA5bHtgs0vk8Hg9GI2QlRVGIUXNzM5o2Nzfnwa7C8ttsNsJsstvtZAMASGSn0wm5YKqwWbBsGOpKIXPHXdGtjXOpFNUvDKRVYHtOCEf6PQlFqaO22ErsunR3pa8dzetINyBQFxFuc2hV1eDDDluZcmTgg61UdVQO2Eq6VQW2UiulaFXGEEnstNwcyyFxpBhUGWMrNUwc9LQk5bSNHt+INm3qWfN3PLCVDF8slZNCweAqu73OZCIoegC4dOGCrbk5FAyeV5RVdnvvOIbQF65koKnH4wkEAsihx438ZDKZAhT3k9x69F39ii40zTW43W6noyGNFTcAQJblPIhR2Cx5ly1zWPIPFFhsDS3KRAV2y/Em7LF0d1VdO9oKG5C+iFQXFGupBh92Sjky8BH/jsqtVctK/FuVf18tBzEdVFkLO2G6aRvdZzgP5mwn9IsXg8t1+EDVsi1Xv0s1pdpcroFA4D1J6pVlQp0n/zcYjW0ul4EvQjhXbXbAGw3r9+uWuq9+D1mukiSJ3ExSFMVms5HVJoqikI2tW+e63bBft6y9YX1OLq2trV6vl2CYJUkKBoPIZKXhrMQUABwOaG9Yv1+3LJvqeDweDCJJ0qOPPgoAsixv3LiRbJD9ttHVUyR4R9XynNoKy4Ze+cWhpaL7q6pfSGQiVVEL7x65O2Z1BvMW9k9ujnB1HXfPeLCjSjNH7LF0d6WvHc3riA1IX0T0NrdWRTkcsGPy1w9Wr9DcEZuXHhnIP3kfrF7xypR13Dqq2w0dVct3z3iQW5O63XCgctlbsx30G1XZiSyA2a9byt8x19yUt0ir5pENc1JyX2XtCGWQOJIH1cKz7ZhilzgAQJIkstLGZrPRfYYM5nv3PrR7xoOvTl1LFqKzEw9sJeHQQ/pl9BNdpF6Jh2J9g1DAUrAMNFOMiQ/l5OeSGZiKRoknY3xRyKU62Qcn3NmcgrOIwyEy1Z6Fdo/cHXM+gxPLMfFsU+dlbo7l0KqJh2IPDbB2xOD4UCyfCgL1UCw3R3wolvWidoyPD8Xycxx9KJZbqxaYDce/Y5kkDs3zeGZHzRPHmDM387oEhx5YLqMvPoe+BLCVd0bb36ldWRmNVMRGYnoDACyJth+qXamtC8bURUKgq4zV6lm4oJEuGgEG1dEqOLtCah6ZaXuWuWNFdKAiFivtOvJ3hMsDujiPVqXHtFiFDibVcaoggC4Siut08VrejuzG7WTHykiYvyPT3JTsyDobFt2xHAacckgcI7GRsuDQX2poKnYRCtWIX3+poSnxYqmGJgCI+fURreuFMfVdPqjVRxqaWLigUeLtElpXhwo+UEhwreJwiMy0PcvcMfF+kJKuI39H8mIpDo4YvO79w0OVNcPMxrRkR33X4ZHq2kGujr54rT48uzHWpw/PbmToOBrf8MEx3o7yMaa56Yojr2xYdMdyGHBY5PHMjvwTR03PSXYWKIZ36AEItjKx5CbdehuCqmxzuQDgAaezS5KSUZUpd44rbXZAJySW3GT/LzjIp6MxeZAe17hv3yMvv/yF7F89jcgtgk9CvhKMQtxo7hJ9sCOL9z/T8Ee68JmxlU4nwVbm+apnGuiZfZx0VFAAQJpncvULfBl1clFZv8E7lSPbN3gX3VHzN3iP6Vh6rUrbAYDDAa+eSyy54eBILMiSm7VTP+LTpG53YslNs+E9bo5kyc1i6GQNkYTRNTBkyQ1Xx+brYzffkU1uyk/JrZp9NpygjmWSOArMtrk65pE4cBahKAqZKtDUb6Cmc2S/2Wxubm4mX9m2zeYNJZbcMMVWsn0otrMTnM5Fy4c7sl89f8rna3O5drW27mpt3efx7PN4JK/3lM8neb1tLhchWo5DbXHDPf7tK2IHc+2RpH84nU6cEEMSrpFM651O56pVzzkcsCLWsdK/PRsXm83mdDpJ/6P340eau4QHAyFJ+beviHVkqA5+V1V4jEMHpI8hwZcNH8jj6sUGySlOSryULMtWq9VutxPQTXL18ythhqLm0T0Kdsx0BkvAcU3/i8uGS7yOrB1pO+K47tIrS4f283Ekz6UtHdr/9Qs7uDWpwwHLhg+s6X+Rp+PykY6v9rk5zK1hFCK5InaQv2OWuSk/Jbdq9tlwgjqWSeIoMNvm6phH4sBZBE4VVCMnjE7nyCzCbDbjV4jj1z7bxXQ2D+MHW6lSk82mAlZOM5unmc3jnHWTqxCbqKI6aoVrRHySitqGH2nuUq58LvyuqvAaYiu1UjrYGQ3PEngyISEhISEhoWTRszKc4dDTM5zOIRacP2V1HGEraSUDK3tl+byinOKF88xVm/PCViI2ETF5iK1E0bjGvXsfygmbhfgkmtomSdINN9yAH5MPhhzZVTTjjx22ElUgtpKmdtLwrOTqC2zl+HfUnD42pmNJtirNrnUww1amdHRwwVYmO3LAVqocBbZSE6lalTNEkr9jmSSOCYStpKcKOD2TJKmiogIp2PSIio4CWzkxtFlgK3MPXixsJbcSJgcsB/qYwFaWgKPAVrJwFNhKDaVVNhz/jmWSOAS2UhNxwVauvus9wzQAeDiy+3n9GtVhN0Y+Z1QAbvpK7ODbuqWTYsO6eDxSWQ0AK2IH9+uWauuCMfUjQ7GKiqiuioULGtWyqY5WwdkVUvPITNuz3B1HhnVQ6nUs3Va9akyDimglqzFtHDkyG7dTOMaK4cgyN6VwZJwNi+5YFgNO6Q5xGD8ej//RZGi8eBEmPLayomLm7NkAUOOvJRu0BkC9Z8Ip5q8faLijxt8Fl8Mxyx0AAP76WMMdGtuMxox1+WBSfayhiYkLGvm7YiyqcyX4QEHBtYrDITLT9ixvx5GekzAYLe068ncc6j5eMzLEw3E0ePz9w0OVNbHG+ZyaFCDWdXikpjY291aOjr74pLqh2Y3xvrqh2fPYGWL82g+O8XaUj7HNTShu2bDojmUw4DDJ4xkd+SeOmp6TdXV1DF0AYPxgK5N3zrNaxzmqktbmwrCViDdKx1UkD1vs3fvQzp1fzANbiY9d2+32dL65sqswuAreVAi2UsWXxI+I1wwGgwiazBt3pcJLkZLjzomLrcwVPFq4vF6v6nSUDLYS+15yl9OwjqQ6qouFM0WO7vnAEluZcjhyCGwlA5UYthLHGbvdjgnCwRIime7yZ+eYbE3qWJKJA0bB2VjHCYStxC4BAPTMB3vprFmzVBvt7S18sJVs79B3doLFssg43PH5WKvn8eFXAKgzmQYCgVM+X5PN1ivLBFU5HI1OnjoVAJpsNrLnPoejPv1KaM7a4oZ7lm7XxcKR3LGVPp8vJVfR5XI5HA6LxeLxeMj+TZt6HA6bPtYB/nr3wbGD22w2s9lMEjYAqB64prFKtGlzc7PbDSuXboeM1aGD4xfp/Xa7XXXAFWzl0u0wPJAcPLkdEN9JNsjknjRIhjhjijS7quS4s5DIdOFzas/CRZ8RPo4pTgdjR1WrrlnyYuVwlIVjpi6nXR0VRTGZTGazedasWXju+PccoAYHtxvWLX6lZmRoQGtHun/S15rDAXVD+wcv1Lhf19KOlqpJHQ7QDx8Y6a91H+LoONIR76vb9jo/iKQhdpC/Y5a5KSfhNUgniESrZp0Nc1K6y5+dY7I18BpU+ScOGsihSbYdU4UnjpRdQjV/IPuTN4hjPD5SUz7YSoKqDAWDq+z2utGZer3JNMdiAYBLFy6QA3BPH4X/nKBCzpEKb4Q4JOQq2u12AkLKKT7ylVRfx48qbGVOiMx0nMdCsJWqdsCPuEGDJvMWNvuYOyeW+JM3NTkd41Padrl0QsAZfe4KhNXmqvzGljyEdSyBa02Ip/Aa5MYB5HP5Z7bmJv6JQ8XRnhAas0vg/uQNbhpH2MqB0Zq3uVy4/Z4k9coy+Uj+T+8ZP9pcGLYS9yC2kuCQkKvo8XgKwVaSr5PuKEmS2+1WYZWIkMGUDbuKhjfRwTXBVibjO4lo0GTeuCu62bHk9E6tQFqc6WN5g0fzVvLpKD1sJes6kurQ5w5yvBILFD04AEtsJdZRda25BbZSa5UYtpK+BlEOLhBJ1eXPwZFWqSYOmqOtVbYdU1olDrpL0DOfZ555huzHA3DDIbCVE0ibBbYy9+CZMVX84ZLsIpcVfUxgK0vAUWArWTgKbKWG0iobjn/HMkkcAlupibhgK++6+/OmRQBwj3/7Gw3rVYdN9ncxKgA33Rltf6d2ZWU0UhEbiekNALAk2n6odqW2LhhTFwmBrjJWq2fhgka6aAQYVEer4OwKqXlkpu1Z5o4V0YGKWKy068jfES4P6OI8WpUe02IVOphUx6mCALpIKK7TxWt5O7Ibt5MdKyNh/o5Mc1OyI+tsWHTHchhwyiFxjMRGzk65hvWEngu2MqMuNTQVuwiFasSvv9TQNNnfpbscjjQ0AUDMr49oXS+Mqe/yQa0+0tDEwgWN9P4uYFAdKvhAIcG1isMhMtP2LHPHmp6TlYPR0q4jf8eq7uM1I0McHDF43fuHhyprhpmNacmO+q7DI9W1g1wdffFafXh2Y6xPH57dyNBxNL7hg2O8HeVjTHPTFUde2bDojuUw4LDI45kd+SeOmp6T7CxQ4xRbOeG0OS9sJUpFjkPII/krgt5yxVamk4o4mY4smT27ChFUkAYKiXi+/KCQNPAuG/xlftIEpIXsqmAwmNSebOljnHGHkJqwViLYynSOjOpIX32cW5WuILDEVtKirzU3e2ylCsznFthKRo5ssJWo5FZlDZEsumNJJo5kx/GPrUSlRJoCNYaT7I8jqsvlevvtb3XCYg7YSrYPxXZ2gtO5aPlwx5ir5/d5PPs8HsnrbXO5JK93V2vrPo+nV5bbXK42lys8zh6BTdYWN9zj374idjDvHmm1WvExUKfTSVK7av+mTT0OB6yIdaz0by+k39tsNqfTqSgKAqFVpm43rPRvXxHryKY6KZ9eJUxMp9NJHrWhjUjwZcMHsm8rLHByIXOKk2UtColstVrtdjupe1J75t89shHd4DmdwUIcryKscXGk67im/8Vlw1wdGdWR7i2cW5WuIHFcd+mVpUP72TmqrjWHA5YO7f/6hR3sTiIOIOi4bPjAmv4XuXUbhwOWj3R8tc/NYW4NoxDJFbGD/B0LzE2ZldyqhWfDce5YqolD5ahVHs/SsZDEQfMrSa4n+3EMT575PPZY15r+F7/22S6ms3nggK1Eyk1mnVeUVXZ7rywDwKenT5M9E4tQiZSbPKTiuCHkEfcjWg6fsi+kqIipQmoeJJEl8VH3MaVCUGFRafoebUSCk6facy1wciFzipN9LfKOjKSqVO2ZZ/fIT9mfwbylIqxxcFQJYQXcxKiOdG8peqsi5YaRVNeae5Ryw8ovCcznHqXcsHNUyT1KueHmiJQbzo4F5qacpEk2HOeOJZk4kh21yuNZqpDEkY5fiWM4PfPBsQ4pN0zFfA2905nVi6UMRiN5txR5b5TBaJxmNr8nSecVZbwRKtPpHn8+L5YiQo6bJEmzZs2SJGn16tX0fvIWA7PZ7Bh9scWzBRR148aNFoslmThJTIlW+rN9uwRBUJEFQpIkvfXWW0ajkSy5QfoebZQInsuLJLDAgUBAXUiNXkhB16KQyOSf9sipzK89C5G6kdk70uJfxzX9rF4slc6RUR1VvYUWh1ZVQWzXXWLyYimU6lpzjL5YajsTNwBqACGv33aMvljqN8wc4epWdYy+WOonLB1p4YulODsWmJvGlLpVC86G49yxVBNHIfOBwh01SRyY6wFAkiRJktatS9yVwJkPjnVr+nm8WKr4a+hLQwWuoUdlxjXyWcNHjPJbSDcmbhKDF75mjt3aO80j81kKmcqR+Ru8i+vIYQ29yrEcWpXDGnrajsMa+mRH1mvokx3FGnptxS0bFtexTBIH6zX0KkfNE8eYMzdv6BYOa+iLj60sAZF6JSg3TVYAWOnfrvm/ymFMfZcPJtVHGppYuKBR4lF3ratDBR+INC3KO7hWcThEZtqeZe6YgBVo2gEyO5ZDqxLKzcDNzFsVg9e9f3iwsma4cT6fCgKh3NTUDs69laOjLz6pLjy78at9bqYrYTC+4YNjvB3lY6BnmJtQ3LJh0R3LYcBhkcczO/JPHDU9J8sCW1kCHPrKaGSyv6syGqmIx/X+LgDQRSN6reuFMXXxOEQjen8XCxc00kUjwKA6VPBYIcG1isMhMtP2LHPHiqFohdYdILNjObQqDA/xaVUMXhGLVccHq5mNacmOunisYihaydUxHo9G6vu6ddFIfV83U0cSvwiOwDY30Y58smHRHcthwGGRxzM78k8cI+wMKPGY0A9WVe9xdwLAJQeQDVoEW7nP4wGAVXY7h/JorgsOeMkdTLwp9mAQAMIOOO4OjvnFdEpJfvz4nrO/2uK12Wz4prqcXGguHiKcyDJ6QnNDsmT41YXH3cHE6+KyqE465iYNb0JsHAav6j7RNVZwREDa7XYCirJYLGQjvC2HOOnCAkAyWDOnEmbjEm7H9tSme6QT4rSwcbI8g3krVR3ZOqrqmHjhn3aOBKdInt4u8LrI0o4Y4dMyLS0teHmGf8ejVWmkI4mfeFMse0fSpEC9KZZRt1E1KVBviuXmiG+KDX53SscvPtLcEYXx8U2x/BxH3xTLtFXpnpNfNhxTOM7Isqw6j4wcUakuf7aJg/OAk9KxwGybq2MhiQP7Bp0myJ9I+qBxll6v9+OnZz36gGvTa0/D4EXN66USQ8pNZycsXnzlY4Y19Ps8noFAgFBuCKfy+aef3tXauqu1FQAIy3JXaysiLJFuya7wOWmLGzZT/56pyaosQqtE/pGiKPfe++9PPXXl9Qe5uqi4eIhVQiwmkiUJnCsno5TMTdoFsXE5BUcsFIKicCOPQqYMmwzWLCRyShetAo4pTRonJ5VYHWmcoibXRZYym800AQ27JZ9WTUY6cnPk2W14NmkGR7LWnInlqAhBsoiOrIGnTC9GIjrjjJOeIxzHiSONFaZnPrhBD+ZWq3X79pG2tnvw60zX0LO9Q9/ZCRbL2JSbORZLu8cTDgQIp7JXli9duHDnvfeSKfs0szkcCNTW1l47a1avLPfJMtljMBqZFj4nbXHDPUvzp9yohLRK5B8R+JHV2uVw2MhT9u6DucVUURRVRjBKlnS5XDabze2GlUuzfdQ9HXOTFo2NSwTP4ql2k8mEIziJSRP9so+TLmwyWPOq6hf23D26XCkqY3RAisZh7Fj0Oq5ZoiXlBhFjmlwX2chut5vNZhI85fscOLRqMtJx3WK2lBvVaICUG/frTOxUIo6EcuM+xNFxpCPeV7ftdX5UeEK54eyYR27KXqqLEZkzmjuq0LFETB1Tis+gOi4c2VNuaMdCEgf2DdXMB9MHnRbJ9r33etf8ngflpvhr6AFgjsVS39Lymts9zWxGTiXSKntl+byi/KG7+/rGRrKT7DmvKE2jSMQSE/77O4zyj4xGIw16y0PIxZMkKRgMIsIJjSCJXpdHaVXwJgyowsZlKRoLpaHosOnAmtq6lKpKrI6IGKO7NGjdMWghjlbVkuwck5XftTmxHIFvkxbLsRxUDudROE4IR9XM54YbbiDpgx7MOadIga3URlphKzNLE2xW9mRJga0U2Mpx7iiwlSwcBbaShaPAVmorga1k6SiwlblJYCtLRwJbmVdwga1kpfJxFNhKFo4CW8nGUWArNZPAVpaco8BWaqDiL7kR2MosJbCVLOJwiFxm9DGBrZzwjgJbycZRYCu1dBTYytJyFNhKDVR8bGUJSHNsZUphTNbYLBKWEbsKgxeIqdIqDofIVHuypY+lcmRLHyu6o+bYyjEdy6FVWWMrVXbAHluZ7MgaW5nsKLCVGopbNiy6Y5kkDtbYSpUj/8RhXncLB2wlwwk9wVb++MeJj+nW0I/JoZe83mlm85yrH58i39K8zPmJYCvvHv045qosxDCTp6QJx5QQTMkDmgg6tdlsZL8sywsXBr/xjUdefvkLWbrQcRRFQdQ0pAGpIhLb7bY7HIA/vNIZJReSFJ7G0uN+hNO73c5sgqsaClk3GNPttmUfRyWEGatKmFP1xxS2TyFFzUmI2nW7m5k6YtXwtQDFqiOSaws/Tdh7afh0c3OztueRhr5Dqjct0JckoWqwblW6SMTxVV6O5FpDC3bdhr+jqqOiCzeIJLrwd2TdqjzPoyov8O85pZQ4xo9jHolDNW1TvcYHUr0+yGq1ut3uDRusDocNHUsfW0k49GtbWsi0vt5k6pVlQqVc29LSJUm7e3r++9/8zSmf7wGnc1draygY/OzMmV5ZJlzLB5zOos/vc8JW2mw2wqojc1ycsKIQdIr7CUUVwOVwOLPHZmEcdFTtJ0rezoZdlVxIFJmX0PsJa4xQ8LPHVKmKrWqovHFXiqKkbHacTmkC0qIbmQ8LjHQSAgRk6pj8WgAoUh0Lx1bSVVBdbsRF2zqqujT5UeTxeNJdkhxaVVUkDthK2pEPtjLZkTW2UtVRBbZSE+HQDRwhknRe4ODIbRgfX46MsZWFJw56DCGhyH563MauQg6wWCzYV9cs4YGtZPhiqew1x2I5ryjkjVHnFaVXlgGgyWYLBYMAUGcyXTtjRt3o48OhYPABp3PqzJmuxx9fZbdPM5slr3cOR/xZ4UIMM6Hq+nw+JJgSIehUtT9XYRwVahr32+12UgDVdk7BVYVEOCu9PyWcfkxhsbFsBTYIUcpmVzFlC1dKkjFT0Vh9pkr5WoAJKroK2B/oltS2jqor0WQyqVxyvQw1L5JwFBq3wqGbm6PmeUFoggrHEMwOqrE6+fVB/PMj2wn94sXgch0+ULVsy9XvUlVpjsWytqXlNbd7HjVXQw69wWisrKxs93jwTVJtLld/X99Pd+7c5/Gsstv3eTy2Yo/Umx3wRsP6/bql7qvfQ5ZSGzduBADy7zWEjUr+lV9RFEmSVK+rJPvJkXv3PuR2w37dsvaG9WO6pHOkLTweD8JZ6W2HA9ob1u/XLcumOnQhJUmqqKggqwhU+xH3ToJ3VC0fMzgWG8tGx8w+TrKSo9FM2UIip9Roe2bVPQoRYvVzOoOaiJsj3Ut3z3iwo0obRwQJ4wtibUmvuSi8jqor8ZlnnvF6vTSlmL4MNXHMqUjEccfkrx+sXsHHkfyT98HqFa9MWceu2yQ7dlQt3z3jQW4d1e2GA5XL3prtoN+oyk5kAcx+3VL+jrnmplylatU8smFOUuUFDo5wdR35JI78Ur+Gjhpm22wc80gc9BhCsgM9VtMzH0hKH8Tx1alryUJ0duKBrSQceki/jL4QdUlSryyvbWnROG4uIvVKPBTrG4QCloJloJliTHwoJz+XMVHxJGziyRhfFHKpTvbBCXc2p+As4nCITLVnod0jd8ecz+DEckw829R5uXBHptfFOHEcUyR+4qHYQwOsHTE4PhTLp4JAPRTLzREfimW9qB3j40Ox/BxHH4rl1qoFZsPx71gmiUPzPJ7ZUcPEQTTmzM28LsGhB5bL6IvPoS8QWxmPxysqKgqJULjujLa/U7uyMhqpiI3E9AYAWBJtP1S7UlsXjKmLhEBXGavVs3BBI100Agyqo1VwdoXUPDLT9ixzx4roQEUsVtp15O8Ilwd0cR6tSo9psQodTKrjVEEAXSQU1+nitbwd2Y3byY6VkTB/R6a5KdmRdTYsumM5DDjlkDhGYiNlwaG/1NBU7CIUqhG//lJDU+LFUg1NABDz6yNa1wtj6rt8UKuPNDSxcEGjxNsltK4OFXygkOBaxeEQmWl7lrlj4v0gJV1H/o7kxVIcHDF43fuHhyprhpmNacmO+q7DI9W1g1wdffFafXh2Y6xPH57dyNBxNL7hg2O8HeVjTHPTFUde2bDojuUw4LDI45kd+SeOmp6T7CxQDO/QAxBsZWLJTbr1NpkBNV2S1DS6FIneHm/a7IBOSCy5yeNfcFTsPEQsNTc3E44eefBi796Hdu78Yvavns5AliSAHaPRSBvBKIPJkcX7n2n2JYlGIDZI4oNRhAjNxMTg2bzqGSFlNCgKvbKPo1LK6mOxW1pa8o6cXHgS3MHlDd65nsG8lYyttNlsTB1RNGPRofUbvLEBaUwqjLIstaojfVVirzOZTFiv5K7ItFVpOwBwOODVc4klN4wcVZeG251YcrN26kesoXXoSJbcNBve4+ZIltwshk7WEEkYXQNDltxwdWy+PnbzHdnkpvxEXzukVbPPhvkZ0QRbpo7J1tSAwzZxpEpVbIfx5DoWmG3HlKqOhSQOHDCDwSA988F5BTmMDOYkYe3d+9DR6uVkyQ1TbCXbh2I7O8HpXLR8uCOb1fP7PJ59Ho/k9ba5XF2S1OZyAcApn4/skbzeUz5fryy3uVxtLtfzTz+9q7V1V2srAODOMHu+RzptccM9/u0rYgfz65EqaB1BLOHzeahNm3ocDlgR61jp356NSzqypNPpJL0Qjch+QqwHAsvzb18R68hQHQyO0TCI3W4PBoM4K0oZfNnwgTHbCiNgOWmv7OOolLL6WOxCItOig4+2Z57dIyddAY+OdQbzVlpsJTNHlM1mczqd2JHW9L+4bFhLR+yluKEmpRZcR7rRsNfR9UruikxblbYjjusuvbJ0aD87R9Wl4XDA0qH9X7+wgzW0jnZcNnxgTf+LPB2Xj3R8tc/NYW4NoxDJFbGD/B2zzE35STXg5JQN8zNKPo+MHJOtgVfiSJWq2A7jyXUsMNtm40jXsZDEgQOmauaj+ojEcKfTuXr1C2v6X/zaZ7uYzuZhnGAric4ryiq7nTAr66hnC6aZzdPMZoK4qTeZCKHy0oULyLXEnX2jE9MJJxXeCLFHyNHLD2aXjiyZEiKZK58Lg6uiIYmPRozlB//CCNgg+eEvVcIgNJ0Qiz1xxY14WERsJVP+IPZSurtqQkqlRTca9jq6Xpy7Ygn0fKEyEbcBp4hA3hJgAY+pCV1HHDBVsxH8SCdizsDccYGtJPfXIR5vc7kMRuMci4WGVPbK8nlFOeXzAcB7ktQry4RoiVxLemextDkXbGUGIVOSYI+Qq0gASXljK1UEyb179yJTCblLydzGLNlVNJJSReLLEDxLTBVGIA2SH/4yQ4ERL9Xa2orF1gqkxZk+ljd4VBPxcVTxBzXEVgLVS+numkxK1aqO9MVC1yu5KzJtVdoOuGArIQk+yBpbmewosJWMHFkjHVGOYkAk+Tii+CQOKAa2EqVVth1TWvGOccBUzXxwWkUnYjKwP/74dIGtnDDaLLCVuQcX2Ep2KiJ9bOJiK7N0FNhKze1AYCs1lcBWlpJjmSQOga3URFywlavves8wDQAejux+Xr9GddiNkc8ZFYCbvhI7+LZu6aTYsC4ej1RWA8CK2MH9uqXaumBM/chQrKIiqqti4YJGtWyqo1VwdoXUPDLT9ix3x5FhHZR6HUu3Va8a06AiWslqTBtHjszG7RSOsWI4ssxNKRwZZ8OiO5bFgFO6QxzGj8fjfzQZGi9ehAmPrayomDl7NgDU+GvJBq0BUO+ZcIr56wca7qjxd8HlcMxyBwCAvz7WcIfGNqMxY10+mFQfa2hi4oJG/q4Yi+pcCT5QUHCt4nCIzLQ9y9txpOckDEZLu478HYe6j9eMDPFwHA0ef//wUGVNrHE+pyYFiHUdHqmpjc29laOjLz6pbmh2Y7yvbmj2PHaGGL/2g2O8HeVjbHMTils2LLpjGQw4TPJ4Rkf+iaOm52RdXR1DFwAYJ9jKgUDg25s27fN4zisKIizHM6QyWZsLw1aqhGw+xDWePn06GAzu2/fIyy9/IW9sFtL3krGYhGsJ+UIPaSYmDXXCgEh0ygk3iXCrYDCYHDNv3FVK4KbmIC0VYLEk6WNFd9QWW0krJdtU8zqq6HjpGK9MW5VuUuCIrcQKutljK1Xjj1tgKxk5MsZWwtUMWTd7iKSKIcvBkT/vuOjD+MTCVqaMCammbWR+FQgEOjrWn6pvLhds5TkKDIcMymMdHW0uF2FTItGSaWkL0ZbCsJUqIcMOWUtkY9Wq5xz5YrNo+l46LGZO2MqUkeFqCh4GzA83iXArFVmPJjPmgbtKCdzUHKSlAiyWKn2suI6aYytRKdmmmtdRBZalmQkc8KNYBppd62aPraQr6+aCrVSNPw6BrWTmyBTpqGLI5p0Ns5eKIcvBkT/vuOjD+MTCVqaMCammbTA68rzxxnVlhK2cZ7Xu83jINg2mBADCppS83vOK0jthqZS5ClFHyFWkAYv5KSV9j96ZH1kyOTJCneiA+eEmEW6FMTUhM6YEbmoO0uLMqxLSVpoAUscU3cOxY3PDjxZLdGX5iM/ZFGItzRmyY0pAXYXSSTUrS562AfeRZ1xgKwmn0tbcDEkMSrIxj+81nIc2a4StJKIZdshVVBTlyJG/zRubhfQ9SZKCwSDBKtFIvryxlSomJpL46IAF4iYRFJVMZiwEd0WXipYmIC0VYLFU6WPFddQWW0mL7ht86ogu/PGjaAcliq1UjT9uga1k5sgU6ahiyOadDbOXiiHLwRG4845TOfJOHBMIW0kLp2eSJD366KOQNG0jIw9xFNjKiaHN2mErM0grbJbAVnKOXFb0MYGtLAFHga1k4SiwlRpKq2w4/h3LJHEIbKUm4oKtvOvuz5sWAcA9/u1vNKxXHTbZ38WoANx0Z7T9ndqVldFIRWwkpjcAwJJo+6Haldq6YExdJAS6ylitnoULGumiEWBQHa2Csyuk5pGZtmeZO1ZEBypisdKuI39HuDygi/NoVXpMi1XoYFIdpwoC6CKhuE4Xr+XtyG7cTnasjIT5OzLNTcmOrLNh0R3LYcAph8QxEhs5O+Ua1hN6LtjKjLrU0FTsIhSqEb/+UkPTZH+X7nI40tAEADG/PqJ1vTCmvssHtfpIQxMLFzTS+7uAQXWo4AOFBNcqDofITNuzzB1rek5WDkZLu478Hau6j9eMDHFwxOB17x8eqqwZZjamJTvquw6PVNcOcnX0xWv14dmNsT59eHYjQ8fR+IYPjvF2lI8xzU1XHHllw6I7lsOAwyKPZ3bknzhqek6ys0CNX2wlUTbwyjaXi/6W6mOGIzXUZk2xlckigKQCsZXZWDBiV2mFqWKHu9I8cnnSx0oGW5nOsfRatVjYShrpyBpbmewosJVMHBljK5NblTNEkr9jmSSOiYitzN53375HfLo7OWAr2d6h7+wEi2WRcbjj81ywlQRPORyNTp469dJnn9WZTPQeAGiy2cie+xyO+tFFS5LX2yvLhJCjCkIOqDOZyCO2eKRNOwLJFjfcs3S7LhaOsOkfBIQE4HI4nPpYB/jr3QeZWJDHtN1uWLl0O2hXnRTBhwfyCK5VHA6RmbancCSOa5a8WDkcLe06snak7YBgKxe/UjMyNMDFkTyXVje0f/BCjft1JnYpHfXDB0b6a92HODqOdMT76ra9zg8iaYgd5O/IIjehUrQqm2w4fhxLb8BJ7ahRHs/SkUPioH0BXGt+/2I8PlIz0bGVSLnJoHTYyiabraq2VrUnFAzinj4KZDnNbJ5mNhuMxuQgoWAwFAyustvrTCbVkRoKKTdMhU/Zs7WBK4+6MwpOnmofJ3E4RG7n0j2SHFmdwXHiiLACbiqHVkXKDR+5Ryk3nPzgCuWGpyOh3HBzRMoNZ0cOuQnFLRsW0bFMEgejPJ5O/BMHUm6Yivkaeqdz7Dv0cyyWNpdr47Ztr7nd70nSeUUht9LJ/zPvQfXK8nlFOa8oKb8Co2t76CO1fRPtPX6Gd+hhFLqEdwieZWZBtlf6Nf6Zrg6e7y9yreJwiMy0PYUjAKzp53GjpeRblbYDgHWX2N6hhyRQJrlDv52VWwpHcof+NzwdRzrifXU/YelIC+/Qc3ZklJtQ6lZllg3HiWNJDjgpHBnfoYdiJA7ad00/jzv0xV9DXxpivYaeiM8aPmLEbiGdVmvm2K290zwyn6WQqRzZLoUsuiO3pZDoWA6tynoNvcqOwxr6ZEfWa+iTHcUaem3FLRsW17FMEgfrNfQqR/6Jwxu6hcMa+uJjK0tApF4Jyk2TFQBW+rdr/q9yGFPf5YNJ9ZGGJhYuaJR41F3r6lDBByJNi/IOrlUcDpGZtmeZOyZgBZp2gMyO5dCqhHIzcDPzVsXgde8fHqysGW6cz6eCQCg3NbWDc2/l6OiLT6oLz278ap+b6UoYjG/44BhvR/kY6BnmJhS3bFh0x3IYcFjk8cyO/BNHTc/JssBWlgCHvjIamezvqoxGKuJxvb8LAHTRiF7remFMXTwO0Yje38XCBY100QgwqA4VPFZIcK3icIjMtD3L3LFiKFqhdQfI7FgOrQrDQ3xaFYNXxGLV8cFqZmNasqMuHqsYilZydYzHo5H6vm5dNFLf183UkcQvgiOwzU20I59sWHTHchhwWOTxzI78E8cIOwNKPCb0g1XVe9ydAHDJAWSDVmZsJX1YBuIkOx5lNrrggJfcwcSbYg8GASDsgOPuYPYRAoGA2+22Wq3kdcEulwsAzGZzc3Mz2a8oyse/nvWDv3Lb7XZ8U132Ll6vV5Zlo9HY0tICAB6PR1EUsp6MbNjtduQ6hX+38Lg7mHhdXBbVwdLa7Xbay263Y6WSg1d1n+jKuq3w66dPnw4Gg2azOfxqPnGyscivhNkE1OXbPQpwzOoM5i081+F2To6qOiZe+MfA0eVyBQIBk8lkNpvJNYJdTsM64pWIV7rNZuPcqlgGu91O4ifeFKu1Iz3KuVwuq9Ua3raQBMc3xfLpqEC9KZaRI1YW64hvig1+d0rHLz7S3BGF8fFNsfwcR98Uy61V88iGOYkMOHj5c3BU1bEkE4fm2TZXx0ISB56gYDBIT6sAgAxrsiyTPmO3271e78dPz3r0Adem156GwYua10slhpSbzk5YvPjKxwxr6FXYyjaXq83lev7pp3e1tj7/9NMA0OZyJf9pV2srAOxqbd3n8agekOWsLW7YTP17Zh6rssjpV+00m82432azvfHGdb/+9ZL8XKxWq91uDwYTvdZmszmdTkVRcANG+UqyLBM4V05G5CeHyouuVCHB6a8TF7PZnF+cbCy0iqx5wHHoiOe69OrodDpNJpPT6cRrhIUjBqcvFs6tSg8CTB2xjjhWlHZHJZVVOZK15kwsR0UIkkV05N+q7BzZZZx04l/HckhVGjriCVJNq3BYwz5Djtm+faSt7R78eulz6JOxlb2yfOnChTvvvZcQ5cke1Z8IaT4UDK5taSEz/iJqS2EcerPZTE/o7Xa72Wx2uVw2m43sNxqNLpfrX/+12eG4Lg8OrslkUqhfTSRac3MzbqiOzwlGGwgEsE/TXqpKqYPn8lS70Wj0eDzkjimhydpsNm35tWiRXwkzK6f21ER8HOl+VZQ6ssMJy7JMX3rIaNe2jhicvlg4t6pqEHAz49BjHT0ej9VqRTsOHHpVk3Lg0NMn1C049BopRasypsKrMg4HR1UdSzJxpHBkT7mhHQtJHHiCVNMqHNboPkOOufdeb4lw6LPRHIul3eMhr3l6T5J6ZRmJk6vs9n1p/oRfRx5lCUiSJEVRPB6PCiS3ceNGAJAp7n5Oam1t9Xq9RqORWDz66KMkmiqsyjRLmUwm8g9PJPgzzzyDXrTyC44i/55QeJxsLLQSu6KOE0e6X3ETnzpKkkQ6Q4GXXmalDM65VZlWMKXIv0rTuZC1itJRhUpD/Idx/ir5VMXCUTWtuuGGG3BYQy/OI894x1Z2SVKvLK8dXaI0bqUVtlKSJIvFYhp9/a1KmmCzMlugUX7squyDC2wlU5UJYFFgK1k4CmwlC0eBrdRWAlvJ0lFgK3PTmDM3ga0EABgeHKyqqWFTQM0ksJV5BRfYSlYqH0eBrWThKLCVbBwFtlIzCWxlyTkKbKUGEthKDSSwlXkFF9hKViofR4GtZOEosJVsHAW2UktHga0sLUeBrdRAxcdWloAKx1ZmI4zJGptFwjJiV2HwAjFVWsXhEJlqT7b0sVSObOljRXdkh61M51gOrcoIW5nODthjK5MdWWMrkx0FtlJDccuGRXcsk8TBGlupcuSfOMzrbuGArWQ4oSfYyh//OPEx3Rr6LDn0KdXmcs2zWpsyPsgoeb3TzObzijLNbJ5jseRQgaxFsJV3j37MY1WWCuWekk69cKFr3bpv7dhhyMMFYbokPjJZyZNwCEwlz7a63S0OB+APrzGNVJB7DA4AuB/RrW63LafgNNjVYrEEAgHSMm63Pac4tLAwPp+PJudAAk+Wf2Ra2A5ud7MmAcehY96nNW+p6uhl74gXo1YdY0xp3hUzC5u0ubmZcDxeZeyo6jZowa3bcHBMV0duEEl04e/IolVJIlAUhb4Y2Z1HvOoR+UDSIoeew/nyh/JIVRomDnr+ANS0DU8cUv7sdrvL5Vq4EO6//6Gj1Ymvlz62UsWhJzzKmbNnn+nrI1PwXlmeY7FMM5vJn6praoYGB+dZrQBwyufrleVQMDjPaj3l8xGu5RyLJRwIAEC9ydQlSb0m00Ag0GsynVcU8ldbEqixQBWIrSTCR7AJrdLlcqnIzY891uVw2PLAZimKQl6RQz4SJivpf9gvrVarxWLxeDyQI7uK/iId3OFw4H4as509pgo5GBgTgZ45xVEJC0NiOqnfkAgALhykhWUm8yQOLLCiOHImrKnqyA5bicKLEfgy3a7qiiwd6SYFlthK2lEFH2SNrVR1Gw7YyuQ6Cmxl3sJEoLoY2UEk0ai5uZlOixywlUTcLn8YJ6mKMbZSw8ShemsQvU3PpsgG0aZNPWv+rmywlckcegAYjEanmc0Go3Ga2Uw28E/9fX0POJ3kxrytuTkUDAJAnckEAHiw5PWS6XudyTTPaiX/x78WrappZLfbnU4n9oBkOjVNbs5D5CY03cOIaIS8yWQK5EX/VH2RZsbj/nRM+sxKrnU6cH5OwsIgaxySToFQNsrvtE4sadLlclLJd8Vy6DblUEduwkTA7WJEo7zTYt4q+ct/ogsvbdWZwtkUPa3ifDbZTugXLwaX6/CBqmVbrn6XqkopOfRnP/nkvKKQG/Bkg+bQt7lc5G49+UgiGIxGPHje6ESQ7CT/x79qXtPNDnijYf1+3VL31e8hy1IInicc+mQyNFl2snXrXLcb9uuWtTesz9UFwaiSJAWDQfKRRsjTwFSHA9ob1u/XLcumOioaK1kVY7PZ0hFYSfCOquVjBqd51aTAdMtkHyedkDUO1CnQJDKRKmDe3aMAx6zOoCbi5kjXcfeMBzuq2DomdznWdUzuiqwdaUKzwwE7Jn/9YPUKPj2H/JP3weoVr0xZx63buN3QUbV894wHuV0abjccqFz21mwH/UZVdiILYPbrlvJ3zCM3jSlMBKqLMe9sOKbQSJUW2TmiUl3+JZg4NM+2OTlqkjjoMyVJUkVFBZlN0dMqcszevQ/tnvHgq1PXkoXo7MQDW0k49JB+Gf1EF6lX4qFY3yAUsBQsA80UY+JDOfm5jImKJ2ETT8b4opBLdbIPTrizOQVnEYdDZKo9C+0euTvmfAYnlmPi2abOy9wcy6FVEw/FHhpg7YjB8aFYPhUE6qFYbo74UCzrRe0YHx+K5ec4+lAst1YtMBuOf8cySRya5/HMjponjjFnbuZ1CQ49sFxGX3wOfQlgK++Mtr9Tu7IyGqmIjcT0BgBYEm0/VLtSWxeMqYuEQFcZq9WzcEEjXTQCDKqjVXB2hdQ8MtP2LHPHiuhARSxW2nXk7wiXB3RxHq1Kj2mxCh1MquNUQQBdJBTX6eK1vB3ZjdvJjpWRMH9Hprkp2ZF1Niy6YzkMOOWQOEZiI2XBob/U0FTsIhSqEb/+UkNT4sVSDU0AEPPrI1rXC2Pqu3xQq480NLFwQaPE2yW0rg4VfKCQ4FrF4RCZaXuWuWPi/SAlXUf+juTFUhwcMXjd+4eHKmuGmY1pyY76rsMj1bWDXB198Vp9eHZjrE8fnt3I0HE0vuGDY7wd5WNMc9MVR17ZsOiO5TDgsMjjmR35J46anpPsLFAM79ADEGxlYslNuvU2KmwljaFEKmWXJGVmUxZdmx3QCYklN9n/Cw7yjwiWkeYfkYdKyWFms5k8ZrF370M7d34x+1dPY/xgMJhMlqTX0JP9BA1msxEE4Rjvf04Jf6SDkzITHF5y8Gxe9YxATPKIiQoIlX0clZKRZC0tLTQ5NJvIWH2yCh+pWAjWTC4q6zd400XK5gxqopz6TOGiGYsOBm/wTlZyx9C2jqQBaQKaqo6sWxUvBzL4OBzw6rnEkhttHVOODMSCLLlZO/UjbStIV43uqG53YslNs+E9Ph3V7U4suVkMnawhkjC6BoYsueHq2Hx97OY7sslNeUt1HrPPhvlJNajyd+SQOOjLhM8wTqOu887jOUnVqoUkDswIqhkONqOiKCoc9t69Dx2tXk6W3JQXtpLGUNIfCa+mT5a/vWkToi2Ho9HJU6cCwNqWFqYVGVNb8sJW0lRKGiuJOEVM9qR/bNrUkxO2EuOryJJoZ7FYcL9CnYVs2FXp4I8YXFEUBEWlCJ4FpoouNs2BKhAumRJJRltkE1nFrkoJ1lQXteQgkrn2mcLFH1tJxOg80g2I3Y8zRY5GAQJLbGXKkcHNEluJVVN1VAcXbKUalCmwlQUrxXlkDJFMgR/l68hhUOVP5k3ByGaPraRbtfDEoRrHgGpG1YzIarUCvLDm92WJrQSAUDCYTKUMBYOr7HbCpkR+5aULF5pstlCQ4Vu+mAr5RyqsJOIUkX+UjjuZfXyavYXR6P25kjFTwh/TFTU/7CYWD9tBEwhUSiQZjZrKRumwdBicP32MPymvQJrqhBDT84gNSHc/BL+ycEwWNxQgjgzcKohVK4eOWg7ifx75D6r8HfmTefnDQDVs1XQZAZuRnhHlOq8oUOMOW0mkolICgMFoJItzgEJb0gcUV5sLw1bCKFOJYCsRp0jzjwj8KD9sloosidhKej/NiMyJXUXDH+ngQIGikoNng6nC4mE7aAKXTIkko5s6p8jklEESWLMo9DEUH/pY3n2mEHHGVjKFSGID0t0PAAj4lYVjslSQXAdLbCW2JF1BNzNsJVZN1VHdXLCVKlCmwFYWruTzyBoiSasojhwSB38ybzIjmwO2ElVg4qAzAo2tfPTRRwFAlmV6RkQG9jfeeEBgK6/SrtbWORbLKZ/vAeq9nuNEmwW2MvfgJYOtzKU9S58+JrCVJeAosJUsHAW2UkNplQ3Hv2OZJA6BrdREXLCVq+96zzANAB6O7H5ev0Z12I2Rz7MKFweAOFRUaF1MDfSV2MG3dUsnxYZ18XikshoAVsQO7tct1dYFY+pHhmIVFVFdFQsXNKplUx2tgrMrpOaRmbZnuTuODOug1OtYuq161ZgGFdFKVmPaOHJkNm6ncIwVw5FlbkrhyDgbFt2xLAac0h3iMH48Hv+jydB48SJMeGxlRcXM2bMBoMZfSzZoDYB6z4RTzF8/0HBHjb8LLodjljsAAPz1sYY7NLYZjRnr8sGk+lhDExMXNPJ3xVhU50rwgYKCaxWHQ2Sm7VnejiM9J2EwWtp15O841H28ZmSIh+No8Pj7h4cqa2KN8zk1KUCs6/BITW1s7q0cHX3xSXVDsxvjfXVDs+exM8T4tR8c4+0oH2Obm1DcsmHRHctgwGGSxzM68k8cNT0n6+rqGLoAwDjHVmYpyeudZjaTx2SLpc2FYStpaB1QyDMAwJW1wWBw375HXn75C3lgs2iGGlyNg0S+UjJJKktspc1mQ5QYpMFZ5o2pUkH9yCMmBWIrsTCzZs3CUiWzAgsEaaWCD5YatpI/74wptjJl10XYIos6IgGtubkZzx3nVlUNDg5m2EqUigTqZoatxBNqsVhU8EGBrWTiyBhbqbo03OwhkqrLn5sjz8TBmZMLqRIHa2ylyrHAxIETHnrmk4yuttvtZLLxxhsPHJ+0skyxlad8PoPRCAChYJBsrG1pIRicepMJAHpleY7FEg4EyJ4uSTo+OPiFqVMB4D6Hoz79amZ22lIYthKuxjIi8szhcCDdyel0ArgcDmce2CyaoQYUNIrmK6UgSWWHraRRYpAGZ5kfpioZ6kemWQViK7EwdKlSsAILA2lxhg9CefDOmGIrU3ZdGinLqI5ms5k+d5xbVTU4uJlhK2nRiFgHM2wltmoK+KDAVrJxZIp0VF0aDvYQSdXlz8GxKImDs2OKIY4xtlLlWEjiwGlJ8swnGV1N5hgAbSWCrUTKTQapsJUAgDBK3JC83vOK0ivL08zmaWazwWg8ryir7HbCp7/FaiV36PtGWQ38hZSb7IUoJRXbCLFuSHfCPfiUfU5lU3HiMCzNV1KRpPBR9zELr0KJpcRZJgcnT7VnVjLUT8XEzDKOSliYDPCs/CJnUHvu3SNXqchcY57BwqXinXFwVAlhBZooXddVdTkN64gENPrcFb1VkXLDSKrhzj1KudHcCFtVdWm4Ryk3mjumk3uUcsPNESk3nB1zzU05SXVp5JcNc5Lq8ufgqBKHxJHKkXfi0DbbjulYSOLAaUk6iCrthXMMpNwwFfM19E7n2Hfo51gsbS7Xxm3bXhttYIRR4sY8q5XM7Htl+byinFcUArIkt/APv/32dddfX1yE5T3+nO/QoxBaJ0nSrFmzYBTrRv4Rhyy5IXvwDsGzOVogJ06SJEmSKioqiN3q1avJAbQXAKz0Z/sznaDEyPPdWH6ynSl4di+WIpGxfWgmZvZxVMLCqEpVeGSV1AEZ3/ZQiYPjxo0bLRaLLMtkeRifOtKtuqafyYul6K4LLM8j+dchFSCZf6vSFQSAdZfY3qFXMTrxDv12Jm4phHfof8PShW5VvEP/E5aOtPAOPWfHPHJT9lJdGnlnw5ykPo98HfkPqsVJHIzv0KscC0kcOC1RzXxwckJ74RxjTT+PO/TFX0NfGspvDX2yMjMQNVnDNyZmkRjlt5Au++CFr5ljt/ZO88h8lkKmcmS7FLLojtquoc/GsRxalfUaepUduzX0GRxZr6FPdhRr6LUVnxXtRXcsk8TBeg29ylHzxDHmzM0buoXDGnou2Mq77v68aREA3OPf/gbHf6viJlKvyf4u3eVwpMkKACv92zX/VzmMqe/ywaT6SEMTCxc00vu7gEF1qOADkaZFeQfXKg6HyEzbs8wda3pOVg5Gte0AmR3LoVWruo/XjAwN3My8VTF43fuHBytrhhvn86kgAOi7Do/U1A7OvZWjoy8+qS48u/GrfW6mK2EwvuGDY7wd5WOgZ5ibUNyyYdEdy2HAYZHHMzvyTxw1PSfPTrmGNYeeC7Yyoyb7u4pdhEJVGY1M9ndVRiMV8bje3wUAumhEr3W9MKYuHodoRO/vYuGCRrpoBBhUhwoeKyS4VnE4RGbanmXuWDEUrdC6A2R2LIdWheEhPq2KwStiser4YDWzMS3ZURePVQxFK7k6xuPRSH1fty4aqe/rZupI4hfBEdjmJtqRTzYsumM5DDgs8nhmR/6JY4SdASUeE/rBquo97k4AuOQAskErG2xllyRluTPDfna64ICX3MHEm2IPBgEg7IDj7uCYX0wnRGUhzM7n8338+qwf/JXbbrfjm+pycqHRVC6XizxxS/5E+ErIkgu/uvC4O5h4XVz66iASLhgMIvyR3i/LMjrizvC2RPCq7hNdY7UVoqaQVqkoCil5+EgOcVTCmgKACi9lNBrD7flHTtng4d9he2rTPVTCViIP3Wd/Bgt3JOfl6joycUSpWjXxwr8CHGnWZ0psZXLXLaSOtB1QXRE7NuEkkANIfNatSheJxE+8KZaZo+okAvWmWD7dBqg3xXJzxDfFBr87peMXH2nuiML4+KZYfo6jb4pl2qo4xAH13taScUzORIwSBwrHc9aJA5WcHAvMtrk6FpI46ISLgzZQgzmmRfJc7Mf3nP3VFq/9qfUweFHzeqnEkHLT2QmLF1/5mGENvQpbKXm9bS6X5PXiRrqdbS5Xm8u1q7X1+aefJhvhQODU6APp3LTFDZupf88sfFUWzsxo2tqWLZ/8+tdL8nYhTCVZlgHA6XRiL7RarTR9yWw2EzjXmEZYNqvVarfbEVtBo+LQEXdmGZzIZrM5nU5FUbBBsOQ5xUkps9mM8elaFB6ZCKuvVcB0UtVCURRujtzqiNLckb7EaGwlXiD5dd1s7IjIKUNH+mLk06rJSEcOjhO92+TtSNaaM7EcFSFIFtGRXatiIuB2Hvk7ap6JxhSO50W/OiaEIzYXnSZQZNqGMx9FUe6999+feqoJDyh9Dr0KWznNbA4HAgajsc5kIhvpdgLAfQ7HeUX591/84rv/9E/nFUXyepnWKJ225MWhTye8UUfgqTAKerv33n/Pj0MPV5MrkcpH8+MQnmqz2bKB0SIJzmQyqX4SkP20I42Ny547i/gnr9dLGgSRwDnFUQlrarFYaLwU1kITMi5d/WzaM29hK3k8HjybfBy91OXG1DGl3Fpw6OmemRJbmaLrFlBHFT8RL0B0VKHQOLRqMtKRA4eetmPHoc/gyJpDn8JRcOgLFp0Z3Vyo8EVxVGcixoMqjVksyjDOgUOvciwkcWBz0WkCqHkFfTAZz63WrjV/x4NyU/w19JCErUQw5TSzmWyk2wkAL7lcdSbTtTNnko1VdrsKaT9BpQLJqUBv+YmQKwm2ct26daqwKQl62YiGP9LYSqBYmfkJ8U8w2iAqnmB+wpqmxEsVGJxWgdXPUlgLTTpJTo6Q1FE5iJFjOuIqOxF6LPJqiSONQithlUy3GVeO5aCSP48sMlFmqZCOfDRxzyM2VyAQwDQhSdJbb71lNBrJUhz0osbzGwu3HlMTG1vZ5nKRNfe4obFB1tIKW5lZAlvJIg6HyP//9v4/yI3rvPOFn8GQM8TMAKZEmTKNiZfixOGFRrSvJQrg2qQYyqCtpRmvA2b3amVXMFm+5XevE1Q5tVs2d1V3VaqYtU7syr1lVJxILuYOEkdmyhFsKZJebhEmTZHRToOyJYsaN1nyaJiYbUoUKdLA/CAwM8D7xzN4dNgNYBrdfQ4GwPP9Y6qnp/v5nnP69HnOAKc/3T30sfbFVkq9L1aJox0xtlKSI2MrvRVjK2U6MrayOTG20gMtlkq+3l5fby9teBjcvhhb6Sg4YytlqXscGVspw5GxlXIcGVvpmRhb2XGOjK30QK1fcsPYSptibKWMOAoidxl9jLGVbe/I2Eo5joyt9NKRsZWd5cjYSg/UHtjKelJPqKwp99hKAh7F43G4FWZH+xF+FI1G7WOziK9E+Etc0l2TONkstpKCgwB/rFd4KxirJqbKBPUj1NSlS5dE5maz+MvGYbGEnoO0lGErqXbhcNhDwKIdRySTtpB3JglbKd4XsrGVNQGyKrGVhMkbGxuTiq203s6ysZX1bg2Qj60EAHGkAsZWuhB10eHhYRHpCNIgkvVYwPIcSSZQpgJsZa1UJXcY9xwSvaI8TBw1ZziiBQCI6ePNfz/H2MpbCJUnMpkTmQz+OqlpRKt85fRpeeW3L6+wleITG0STxA0r/MiOi4gXFIPXI05CM3wuCi5iE02Fp0rZBGNZy4n4J9oQH/+3D5+qF5ZuSJDDQ1RD5hI5oR4CFu04qme6qcFWiveFVGylCXxGSQKlplXFykp1tN7OnXdrkOqNVIytdCDqosqQjqak1tmgTPUQSfVoTs/rKGLQTBam9PHFL77E2MpbCJXTuv5wMnk0lQKAgeqnWaPRaKsglVa5xFaKyEgQYHa0QfCjRCJqH5tFfCUTma4mcbJZbCUFF6FXYpnFgDXAWLUwVaZyWiVC/ezjruqFFZFk4n7PQVpSWWBUO28Bi3YcTUy3jsFWiveFVGwlgc/oZsnlcoqxlSbsrDxsJYFcQ6GQSHSVh62sd2sowFaaRirGVroRdVET0lEeRJISFoKSWwjKbA1EUrKj55DopuQycdBYbZq2kazp4ytfYWylQKgcCgSOplJDgcD7h4dPZjIbQ6GZQmEun291wT0TgRSRnSfyB3GDuIRNha2JoxLxfCIhq1lsJQVHoDu6iCQ+MWCzYCwqJOKfiAMVCoVcQv00TSsUCqaw+CfPQVrdwK1rX/qYSfXuC3kSAbJ0s7jv4c1KJSYPv9C7dOmSGqJrC9Ul+FE1oi6qrK9SwhK/xVWmjhlU60k9mhO8qyON1eIMR5xXtKR2qPbGVq4eeYWtXBF+1CXYSnn4S5VgTVPAbqCPMbZyNTvaEWMrJTkyttJbMbZSpiNjK5sTYys7R4ytdBScsZWy1D2OjK2U4cjYSjmOjK30TIyt7DhHxlZ6oNYvuWFspU0xtlJGHAWRu4w+xtjKtndkbKUcR8ZWeunI2MrOcmRspQdqPbayA+QeW2lHFFM2NksqLI+Cu8RUeRVHQWShPeXSx2o5yqWPtdzRPbayWcduaFVJ2Mp6diANW9nAUQG20uTI2EoPpSwbttyxSxKHbGylyVF94ggduEcBtlLihB6xlV/72vKv9dbQmzj0D1cJbiQtm90YCt1l72HKlgixlZ+u/up+VZYVdAoA27cbn/3s55999nZnLgTWRdA1WKDXtDOdjicSQP94rWhkgugT+zmXyyFjO5lMEqI1nY41FRxlJVg7i4MyYdQJb4+lTaeTjiPXDO6mqE2JrNPpqBpHqMK2lTkSpBl7KVGuPHEkOjIAUMeQ2qp074DwMgfHd6IziWh85Hg8I8fRSoXHJiULZR1VgaNpxCMXZRBJclHvqL5V5TlS3sSbUX3PUTaodpWjm8RRc/6Af8JBhsY3nFZt3w6f/eznf7J2+fTOx1aKHHrkVw4Gg9O6PhQIAMAVw5gOBgEAIZWLxeL6O+4AAVv5O4nEYKthAi6xlVbhhBi3Q6HQ8PBwKBQCSCUSSWfYrGg0ioglMb6IqxNNHbCrrDBvZG8hYxsRrQgCc4CpotMprLM4phKKpRJL6wakVTO4GhaYyDhX42jCHapxRJAceIStFIVjMbIL6NrJblW86YiAJu6U5GiSCY0vD1tppcKDZGwlyUr3l42tNN3+jK30RDVaVTJEUsybahxbkjha7ygZW2lydJM4aqZ4EAYZ04gKAI8++oYabKXEF0vZl8ihv2IYD8bj07oOAKPR6EyhMBAMbotEBoNB/JD+xrVruJ/2XNT1FhZehkSUezKZzOVyJta7A4kRTHh7k2mzokLir4R8Jsa2exHB2pNoVEIxrFelXRGlL0/qrcX+o0b4hQ91Ns+DY2cQO4bUVqWbrubtqUbKuk1NKrwaqe+orM6Q+8zL6jDVG75okBEPMM2OZEvuhH7HDkilzr64Ztfjt75L1aS7wuGTmUw0FgMAQs4DAJLm8cVSr2vatK7jHvwp7mm5HkvAsZGDp3w707e+h8yZiEOfyWSQbHro0CEA+OpX70yn4ZRv18mRg826YARd10VUPH5tRO/soPUGiQScHDl4yrfLTnWokACgaRr9n6ppmoiapmMw+Ok1DzTVVgSudhmnXlixtJ5EthbVq+5hR01dQccS+48aR7i1VV/Y9MjpNZ45jo+PZ7NZvAVqgtI9ryPddHR7gos70RMlEvD0+s+dWbtbjSN+5X1m7e4fbjigrKOm03B6zQMvbHpEWUdNp+HF3l0/2pwQ36gqT7gA5pRvp3pHB7mpKZla1Vk2tC/xxlTjCK1IHBZHpcO4J9m2KUevEoc489myZYv4MnsUzo6OH//8C5seeeaO/bgQXZ5UYCuRQw/1l9G3u7Beyw/F5kogZykYxaSHcpy5rEi/xrDLT8bkitBMdewHR+5sU8FlxFEQWWhPid2jjmPTV7C9HJefbZq4qcyxG1p1+aHYl+ZkO1JweihWTQVBeChWmSM9FCt7UTvFp4di1TlWH4pV1qous+Hqd+ySxOF5Hm/s6HniaDDzIUfk0IPMZfSt59B3ALbyE8WT/9S/p7c431NeKvuHAODjxZMv9e/x1oVi+uZnwNdb7vfLcCEjX3EeJFTHq+DyCul5ZKnt2eWOPcW5nnK5s+uo3hFuzvkqKlpVHNPKPT5YN6CoggC++ZmKz1fpV+0ob9y2OvbOz6p3lJqbrI6ys2HLHbthwOmGxLFUXuoKDv2NkdFWF8Gtlqb8N0ZGl18sNTIKAOUp/7zX9aKY/skc9PvnR0ZluJDR8tslvK6OEHzOTXCv4iiILLU9u9xx+f0gHV1H9Y74YikFjhR84OdnF3r7FqWNaVZH/+TZpbX9JaWOuUq/f3bz1vJF/+zmrRIdq/GHzr+i2lF/RWpues9RVTZsuWM3DDgy8nhjR/WJo++N1+RZkCR+Qg+A2MrlJTf11tscTaUA4OFk8mgqRczKo6nUtkhk1LKG1XSilXHZKj2WgAlYXnLj7BscwkeCgMoibCVuHD/++Wefvd39q6drkiWJ2Tc2NpZo5v3P4olYEYyJxSacJVUw0fyrnqlBaHkxFdLNK6NFYB9hrWKxmPvIIHCyKKDsN3iL1WnqCjpWrToqdfT8Dd5WiVRWeXUU60VoTqmOJLHbAEAiAc+8vbzkRpIjDRHJZBItcMnN/jt+oabbpNPLS25iQ68rc8QlNztgQjZEEqprYHDJjVLH2IfKd9/rJjc1lrVV3WfD1eZYaxiXmzhaPoy7z7bNOnqSOEzAbpqlINVAHMxPnPj9nO8TuOSm87GVG0OhSU0DgVkJAFo2O63re+Lxf0ynhwKBLffc89r/+l8A8MHNm3918SLybaZ1Xctmo7FYy/mVj7vDVpoepDAhJnFmHIlEAP7OMbZSVE2ypMjsa4pdJZ4oxsTOjbWowTdsBlNFDRKLxcyFdIG7EvFSnoO0ugFb2XLembfYygYiUKakOor1MqE5OwZbSTIhYhPysZU1cIeMrZTj2GHYypY4dtsw3l7YSlEiXlyctonU42QyCZDa972uwVY+GI/jjFzLZq8YBjIr/49kkkjzo9HoHZs24SS+VCxuDIUQg5P66lcfjMc7gF9poqoRKouYR96S7GqSJYnZ16xMJ1JMEfjlEhtHoRwXsqZaiJiUoQ6rziqRGu6YCMqUiua0Sn238RBoy2J1mHgYbxeZZmU0SxEHc2+J2ytqVWArZ/P5/yOZzB0/vk2Y853MZE5mMvdEowAwl88TpPKtf/7nK4ZxLpcDgD9/9tkTmcxq4Fc+5g5bSVQ1xD4SKouIkLjU5Nixh73FZomsRpHZ1xS7SjxR07Tjx49jTBH4ZeUbNoWpolDWQnqIu/IcpNXx2EpoNe/MW2xlTYlUVql1FEGZ6luVlJCPrTQhYtPysZVgwR0ytlKSY4dhK1viSFKWOBhb6UAiX1jTtC9/+ctQnfCIg7lhGC+//EeMrWwbPeYdtnJF+BHIx2a5YVcxtrJBwG6gjzG2sgMcGVspw5GxlR5KWTZsuWOXJA7GVnoiJdjKvZ96fWgjAHxh/oXv+veZDvvN+XclFUCZfrt85se+nevKi75KZb53LQDsLp855dvprQvF9C8tlHt6ir41MlzIqF9OdbwKLq+QnkeW2p7d7ri06INOr2PntuotYxr0FHtljWmryFHauF3DsdwKR5m5qYaj5GzYcseuGHA6d4ij+JVK5ZfBoa3Xr0PbYyt7ej64eTMA9E3144aoOTDvaTuVpwbnRu7tm5qEm7Pl8L0AAFOD5ZF7PbapxixP5mDdYHlkVIoLGU1NlmVU573gc66CexVHQWSp7dndjktvvAalYmfXUb3jwoVX+5YWVDhWg1d+fnaht6+89aOKmhSgPHl2qa+//OGPKHTMVdYNLGzeWrk4sLB5mzxDit9//hXVjvorcnMTSVk2bLljFww4UvJ4Q0f1iaPvjdcGBgYkugDAqsVW1tOqQlWKeswdttJEjhNxSEh7LBQKuIb++eff7wybJWIxKT5hMePxuGN2lQlbKTI3CU5HO4nEZwdTRc2i6zqWDQDcYyutVFBsZxGl147YytVAH2trbGXNjgEW4qqHdTT1cHR0DJB1JrFJQQm20gTmSzO20msxtrJjHLskcbQRttI6LcGRk3DDIlwbc8rx45//ydoHFGAr5T4UOzEByeT9Dyyebrx6XsRWnshktGwWZ/lHU6lpXT+aSh1NpZ5+4okTmQw++Uo7Z1v6IKyox9Pw0NSR3eUzznqkiRyHookFAEQikXg8/tBDRxMJ2F0+vWfqSFMuJiwmBsSdtIF8JXykI52GPVNHdpdP26kOlo0e945Go8isTCaTOD8Wd1LwXYsvrhicmoXKJnrZj2OSWBiqvlhax5FNhbe0p8Pu4cLR1hVsX8d9l5/ateiZY82OYSauelpH6uH0LwTcekMpaFWxSdHxwI0f7lw4JdVRBPMlErBz4dTnrj2trNskErBr8cV9l59S6fjA0ulPXkwrmFtDFSK5u3xGvWOzuakpWVvVQTZsL8cuSRwus22zjm4Sh3VagvtpDBcHcMwpe/f+3b7LT/3bq89Jnc2DAmwlUW4ayIqt3BgKadnsXeEwISkvX7z4YDw+EAwCwOrkVBLlxoFMpCoi5RHtkXCN9JR9U/FN1EjCLYncJRNfiR51X1EmlCTBm0Q4nYiwxOD4VHtjUbNQ2UxeNuOYRIURq29C6TmL3EAnXXQPF462rmD7OhKswBPV7Bime8fbOlIPF1GV1k6uuFWJciNJpuEuXaXcyPKzKF2l3Kh0RMqNMkei3Ch2bDY3uZGzbNhejl2SOLzNtivKTeKoxxWlMVwcwCmnEOVGqqSvoU8mV36xFGIr/68vfOHBeHwG/62Jxb516NB//fa3T2QyVwwDP5g/mkrhxuuaRjtXjx6acv5iKZKmacPDw/jiJOw3uq4Hg0H8NicQCCSqL7b4q2bC4tdD+Ai2pmk9PT2EW6INuJW1tGfK7tslqGwY/IknnvjYxz6m63o+n9+7dy8ec+jQoXA4rOs6LpvZM9X0iySwbKKXszhiYUzYKSqt48gmEScLmmlPN+o2x32XvXyxVM2OId47ILOOVK8anVxyq4pNCgAHbsh9sZRJieqLpY7IdBHrmKi+WOo7Kh2XTlcuDnxDpqMoerGUYsdmc1OzMrdq89mwvRy7YRj3JNs25ehV4qCYmqYVCgX8VRzAKaf8+WUVL5Zq/Rr6zpDLNfSkxthHT9bwrUiWRCNnC+nsB3e/Zk7e2jvPI6tZClnLUe5SyJY7eruG3o5jN7Sq7DX0JjsFa+itjrLX0FsdeQ29t1Kzor3ljl2SOGSvoTc5ep44Vpy5ZWfuUbCGXgm28lOffnf0fgB4aOrIMYXfVSkT1mv91KTv5uz8aAQA9kwd8fxbOYrpn8zBusH5kVEZLmTkn5oECdURgs/Nj97vOLhXcRREltqeXe7Y98ZrvaWitx2gsWM3tOqaC6/2LS3M3S29VSn4wM/Plnr7Frd+VE0FAcA/eXapr7/04Y8odMxV1g3Mbt76yYtpqSthKP7Q+VdUO+qvgF9ibiIpy4Ytd+yGAUdGHm/sqD5x9L3x2lsbbpPNoVeCrWyo9VOTrS6CW/UW59dPTfYW53sqFf/UJAD4ivN+r+tFMX2VChTn/VOTMlzIyFecBwnVEYKX3QT3Ko6CyFLbs8sdexaKPV53gMaO3dCqsLigplUpeE+5vLZSWittTLM6+irlnoVir1LHSqU4P3jxgq84P3jxglRHjN8CR5Cbm0RHNdmw5Y7dMODIyOONHdUnjiV5BoJUTOhLa9b+z/QEANxIAG6IsomtpL82Ra48mkpti0RGo1EAmNS00eoCcW91LQF/ny4svyn2TAEAZhPwarpgP4KJ/GjlHwHAm0eHv/lffhCLxehNdU251MRWEhYzGo0St3H25e2vpgvLr4uzVx0xeE0SHznOPrMcfM2Fn03abitiTuET5Y7jNBAhC72KTO0w+21qT4fdw6aolWb/tukr2KaOyy/8a/86ilxXGg1mT6poVREiifGX3xTrtSMNa/jMMTUpCG+K9baCVLVwOCzejCC8KVZStzHd/iC8KbbwhxtO/8UvPHckUXx6U6w6x+qbYiW1qmmUBuG9rR3jWGvA6bTEYU2OXuXxevIwcVDhDcOgQRvq08Bx5pb4yy9D6brn9TJJIuVmYgJ27Hjv1wZr6GtiK7Vs9rnx8ROZDB02qWmTmjaXzxO28rvf/OZz4+NHU6nnxsfxLNx+8R//ESMAwLlc7rnxcdzAvx576il08aqmj6fhMeH7TAerskzkRyv/qFAoHDv2gW9+8x5nLvWwleJ+4jYinMu+kSl4TRIfKhQKNRucYop8KMdxGoiQhV5FpnbwvKgNHLGV2LHtHE3ETLzr1dTRCpGU5EgDgrKLKALm1N+MNR1xrbkUy6qQINlCR3mt6vkovQodO3WIMzm2b3KkwouDNopgx1Cd+VhnblLX0Mv9hH5iAsLhlSk3D8bjf3348EAwiKhKMAwAeOfSJQC4YpmJQhVbOa3rN65d+8RnPqNls/vHxvCT/t9JJK4YxssnTmwMhYYCAQCIxmLi3H00Gj2aSqFLtEpRdK/H0/DQTueUm2AwKHYLnFinUqloNCru/8xnvp9IJPEp+/SZJuLXw1aK+0VuYzoNe3bafdTdFNxE4sNaxOPxUCiE28vBm3mqnbCVY2NjbuI0tiCwpieRRbhVU+3pibrEcd/HvaTc2HGUVEex+4mjgYJWtUIkD+yQQrmhAUEk5GJ+RcpN+nkv7UComulmJMpN+iWPHa3W7zkuna5cHPj28+qo8Ei5UezYbG5qSqZRmpgzneQoqlOH8RrJUT7lhuQycYg0bRHGTdMqcbaDf/rMZ76/73sqKDfSOfR2hNjK3PHj26rzwmgshvzKjUKmGY1GR6PRgWDwdU2b1nXEVprglX+fSmnZbJ/ff8UwzuVy1gPm8vltwuxzlWh8fDybzQYCAU3TMJcT/wj3gwUt15RwAQxGFrGVpv1RR0uSTEHE/0CozJlMxk35oYqtdB+nng4dOgQA+mp6s4EDSWocdpTtKHY/8a7vMFFLioRcFsum1I/SLckLHTnEtVye11HsG+K0yjRLUdm2HYWtFFfMKxZjK5sNzthKqeoSwCJjK2U4MrZShiNjK70VYytlOjK2sjkxttJ7LZZKvt5eX2+vPIuaYmylo+CMrZSl7nFkbKUMR8ZWynFkbKVnYmxlxzkyttIDMbbSAzG20lFwxlbKUvc4MrZShiNjK+U4MrbSS0fGVnaWI2MrPVDbYCsBAEk4LVlR01jusZUriuBHzrCVJiwmVEGTIlnSym10hq0k/GUgEEBQFD41gsc0hakSgXp4ei6XM7E1vcJdWdFdLiN3A32s5Y4dg61soSPZxWIxqdhKq6NsbGUDR9nYSqsjYyvdy9qqiiGS6h27JHG0EbaSJOK/QZhlxeNxmrdks9k3vzn85YdTj/7jNxlbeQu2EiUeIxIqxf1Q/T9BjdxjK1eUS2xlTSwm3EqWdMznMmErCX8psiZFaof94CYCJrhga64oz9FdXUIfY8d2dxTvU8WOndqkDRwZW+lGq+c6siM7wq2cShEyTk/BRiKRI0eWjh59iE5hbCWIG+Ix+Gn94sLCUCBwIpPB/RtDoeVjFMolttKmHGMrTVhMAk2KZMka3EZH2EoRf1nzGPuYKuJD0ek12JoScFeeR+5U+ljLHTsGW7mqHCVhK+vZycNWNnCUja2s4cjYSk/VEogkYytlObYPtpJEnEoUzbJEKCfu/MxnsoytvAVbia+Oev/wsAidxJdMIaGS9j8Yj5/IZDxkzK8SuYEfiSA8TdO2bNlCoEkK65jPZcJWHj9+nIB0FFw8xoHodMdsTTvyHC/VDfQxduwAx46vYJc4doO64TqyY1s4BoNBXGMDAJqmfetb37LihhUziDsKW4ma1LRpXd9fXSyuRl5hKxuLsZUy4iiI3D30McZWdoAjYytlODK20lsxtlKmI2MrmxNjK2VpsVRa09cn20UUYysdBWdspSx1jyNjK2U4MrZSjiNjKz0TYys7zpGxlR6IsZUeiLGVjoIztlKWuseRsZUyHBlbKceRsZVeOjK2srMcGVvpgVqPrewAKcBWijFlY7MwrCR2FQV3ianyKo6CyEJ7yqWP1XKUSx9ruaMCbKXJsRtaVTa20mQH8rGVVkfZ2EqrI2MrPZSybNhyxy5JHLKxlSZH9YkjdOAeBdhKiRN6xFZ+7WvLv9ZbQ2+TQ380lZrL5//jo4+eyGSuGIbpyElNayGfHrGVn67+6n5VFvFNAQDZ8Pl8fvv2wu/+7u//4Afvc+YiMlMJOR+PxwkhT/z4dDqZSAD942XHSOTQE/BV13UMmEwm6Zh0Omo/OIFdh4eHiaPvII5JVH3DMKiEbqpfU9QO6XTMk4AriuqVTsfVONIFSqfH1DjSqwmwA2Q9daTqAACh2T3vGKKwk4RCoVgsJr5yAQCUXUfxbQ/I8XhGjqP1dsZuQxbyuo3pZmyhozKIJLmod+yk6wi3Zi71PUf9oKrAUX0dTY5uEgc1l2EYNI8C4Q08OLXA/fl8fvv29IEDf0B17HxspcihB4DBYHBa1+8Kh9+5dGkgGHwwHsfD3hYYKeKR2yKRHx45MhqNPjc+PlMobItE8MjBYFAZ68ZzbCW+RCkej4dCIUzwyWQSIOUMW0ki5DyGFbEzOKnFyXdT7CoTuwaBrxiKAorH2MdURSKRcDiMzErccBbHJKq+WMIa1XcH0qJ2iMVialhgVC9QRR+j66LMUUT8eo6tFKtD187xfWFHhmFgAhDrBdXbX4ajVSZredhK6+0MqrCVpptRAbayhiNjK12rRqtKhkiaMo4CR/WJwzSoqnE011EyttLk6CZxUHOJCReEKQTO5nE/HvyVr0zu++OuwVY+GI9r2SwAaNnsFcOY1nWwcOgBYFskQu+ZoiMfjMePHD48sm0bAMwUCg8nk6PR6BXDeDAen26ewLhKRHxTYsMHAoFMJpPP5x3HjMfjyWQSZwkUVsTD1+TH25GJQ09FFQOajrGpYDCIVaYNZ3FMouqLJXRc/dUj8U0CakTXRZlExK/nouqIt5vUjoHfDuVyObFeJryxbEltUlHW25nFWuXyJOOscikbATpD1FymhEuZQtyvuG3lTuh37IBU6uyLa3Y9fuu7VE2yw6EHgLvC4ZNVwDwdeSKTOfjoo1PnzuGv+NbYoUDgaCo1pIr9CQCPJeDYyMFTvp3pW99D5kzENxXZ8IZhvPzyH6XTcMq36+TIwWZdMpkMclg1Tfvyl7+MYU0IeUK8JxJwcuTgKd8uO9UxBcnn84ZhRKNRMaB4DAY/veaBFYMTw5U2nMUxiVpVLKG1+g4im0Tg22p7etM96knsLU1dQccSIbtqHEUlEvDCpkdOr/HMUawO9mFwcV/YlJWOLOKNW9KqT6//3Jm1uz13tN7OUP3K+8za3T/ccEBqBcWbMZ2G02seeGHTIyodX+zd9aPNCfGNqvKEC2BO+Xaqd3SQm5qSqVWdZUP7MmUcBY6gPHGIUjbgmOroPts25ehJ4hATrvgGHusrff7sz0Zf2PTIM3fsx4Xo8qQCW4kceqi/jL7dhfVafig2VwI5S8EoJj2U48xlRVQ8hl1+MiZXhGaqYz84cmebCi4jjoLIQntK7B51HJu+gu3luPxs08RNZY7d0KrLD8W+NCfbkYLTQ7FqKgjCQ7HKHOmhWNmL2ik+PRSrzrH6UKyyVnWZDVe/Y5ckDs/zeGNHzxNHg5kPOSKHHmQuo289h74DsJWfKJ78p/49vcX5nvJS2T8EAB8vnnypf4+3LhTTNz8Dvt5yv1+GCxn5ivMgoTpeBZdXSM8jS23PLnfsKc71lMudXUf1jnBzzldR0arimFbu8cG6AUUVBPDNz1R8vkq/akd547bVsXd+Vr2j1NxkdZSdDVvu2A0DTjckjqXyUldw6G+MjLa6CG61NOW/MTK6/GKpkVEAKE/5572uF8X0T+ag3z8/MirDhYyW3y7hdXWE4HNugnsVR0Fkqe3Z5Y7L7wfp6Dqqd8QXSylwpOADPz+70Nu3KG1Mszr6J88ure0vKXXMVfr9s5u3li/6ZzdvlehYjT90/hXVjvorUnPTe46qsmHLHbthwJGRxxs7qk8cfW+8Js+CJPETegDEVi4vuam33sY+tjIaiw0GgycyGdNhjU9Uo8cSMAHLS24cfIMjciRBQCxdunRJ3Dh+/PPPPnu7g1dPi8xKEGB5uDQQ95NpLIYkqRXe/0xlpiW/Y2NjopdI4rMGt/OqZyonPiZoKrD9OCaJnD4CbjorYQPVak+5b/Bu9gq6F4EIx8bG1Dia6uj5G7xJ1El0Xce+R11ORh1NJFm4tZNLbVWxSQEgkYBn3l5ecqPAES1wyc3+O36hptuk08tLbmJDrytzxCU3O2BCNkQSqmtgcMmNUsfYh8p339tUbmogK165UCiIA046DQ6yoR1HEIDRpuvorSOp4YAjN3EoHnDIFDOvJ9l2RXmYOEx0Y5pWQbVSIs4SL+uPf/wHE7ADl9wwtjIO1Rk/boiHDQUCi8XitK5r2WwLp/WPu8NWmvhHhFiCKgsJ+aaPPvpGIhF1hs0iEB4IsDyaH0PztCwqcywWIwgdyUTic4aponLqum4tsGPcFRVMRJJ5DtJqCX1MsWNLsJVe0cdWNKJOgn0PZNbRNAKAqZNLxlZSk4JMbGVNxzRjKyWoM7CVVryyFXjqLUSSHE3AaAWgTMUDjlUqHT3BTzclDxMHdUKizuN+qpQ4mDO2shG28q5wGHcSlXI0Gl3T35/66lcJV9+OMvGPrJBKwts5i28C4VE0kWXpuMwmCB3FFIFNzrCbVE5PCkyigolIMvdg0C5UB/MHqZO4vPVsShwBPOnkLFa7y4pXlj3giJxoxQhgxQOOKPUDTlvDQEX8rthuVCnGVtrCVgIAkihFKuVcPg8Af/7ssydu/YRYsR5zh60UQYr4fx5R84i1lEqljh//vDNslgjC0zStUChgWGJZ4mEWWlYjrhOVWYTQaZqWTqetJD6xRk1hqsTqmwrsHnclIskcl9BO4ZXRx5q6gu7VEmyl5/Sxphwl1VEknVk7uexWFW/YhDRsZU3HBGMrJagzsJV0U9BAbQWeeguRJEfxflQMygTliUP9gOMJfrpZeZU4xE5IMTVN27JlC1aKsZXtrce8w1auCD8CxlZ6GkdB5K6ijzG2sgMcGVspw5GxlR7Kq2y4+h27JHEwttITKcFW7v3U60MbAeAL8y9817/PdNhvzr8rqQDK9NvlMz/27VxXXvRVKvO9awFgd/nMKd9Ob10opn9podzTU/StkeFCRv1yquNVcHmF9Dyy1PbsdselRR90eh07t1VvGdOgp9gra0xbRY7Sxu0ajuVWOMrMTTUcJWfDljt2xYDTuUMcxa9UKr8MDm29fh3aHlvZ0/PBzZsBoG+qHzdEzYF5T9upPDU4N3Jv39Qk3Jwth+8FAJgaLI/c67FNNWZ5MgfrBssjo1JcyGhqsiyjOu8Fn3MV3Ks4CiJLbc/udlx64zUoFTu7juodFy682re0oMKxGrzy87MLvX3lrR9V1KQA5cmzS3395Q9/RKFjrrJuYGHz1srFgYXN2+QZUvz+86+odtRfkZubSMqyYcsdu2DAkZLHGzqqTxx9b7w2MDAg0QUAVjm2UstmN4ZCWja7LRIZrb59/UQmM5fPXzGM/WNjG+s8bYChJjWNzpKtxxxhK62QLBP/iAhW+FTriRO//4MfvM8BNksENYLAXSoUCvikdjKZdIytFMFeYMFv4X4C9SSTSfuYKsJpGYaBp2OZXWIra5ZcRKR5AtJShq1UDFgEoQGtFNG2w1aaGKbYzXA/dlfxAPd1rAmoFcF8IkoVABS0qnhvAmMrpTkyttK9TKN0WhpE0pQjFDiSag04crGV3g5xduQ5JLpZR5eJQ5ye0cyH+owI7MbR9fTpg+cGY12NrRwKBIzp6ffdcQcAnMvlpnV9/9gYAFwxDJz3Iw8H8TiLxeL6O+5Y09fXt27dYHUZ07lc7lwuh8/OjkajeOTvJBKD9Vd4O9bjjrCVNSFZIPCPRL5kMpkESCUSSQfYLJEgCQJ3CUFOmMgdYytBAHuJXmJA0ahZTBVNd5LJ5OHDh81Ir+ZxVzVLLu70BKSlDCKpnndmYiyq5J15jq0Ubw2xl4r3BR3gvo6mpjMBZOFWoJsnjitKrDUwtlKeI2MrXcs0SiekQSTJSEQTSnUkeTvgrFpHbyHRzTq6SRw0RJuAv9RnrDnl2LEP7Pt4R2AriXLTQIStNPEo33fHHci9IeiNqNl8fjAYRJDljWvXRqPRG9eu0emk0Wh0plCgIy/e+lcPRZQb+6oHyRIpXchFIqgiPWXfVNlM7CTiLum6Xo+pRI+6r1j4xl4okxE91d5YhNOi002gKJtx7JTctNNZ5AY62Xz3sKl6vLMVr6BjUVuZeGfyHOuJYAWOJXZX6mZidzX1Z5d1NHUzumR0y1uBbrJb1ToIEOVGjdJVyo0iP3iPcqPSESk3yhyJcqPYsdnc1JRMt4+zbNiUkWlQledIqjXgSEkcDR2VDuOeZ9sV5SZxiHhKEXVNfaZmTiHKjVRJX0OfTK78CT1iK/+vL3zhwXgceZQzhcJcPj8UCODsfE5AzyKzci6f3xOPv65pVwwD/4rH0+l0PP5VPFKSHppq+hP6Q4cOhcNhXddTqRRu5PP54eFh/DYHv/pHLlI+n0eoIn1C8FdOy6lpmqZpPT09gUBA07S9e/fSn0R63Z6pFf5Np8LDrfCm4eFha0CT0Z4pW/+R4wtEQqGQeLq5kM3/Z1+z5LQzHA47jmxSU+3pidQ4UluJ7/mS6ihKrOO+y569WArviwMHDoClu4pyWUexm4kA2VD17Wnive+J44qyVvbADbmf0IMFlImf0B+R5VbDET+h/45Kx6XTlYsD35DpKIo+oVfs6CY3rSjTKO0+G65oBNbrKMexntQMquod3edxN45uEoc4RBPqWtO0J5544mMf+xh1ThSNrvsuq/iEvvVr6DtDztbQW9UY++jJGr4VyZLgYuWu/eDu18zJW3vneWQ1SyFrOUp/g3drHd2voSdJvS9WiaMdKVhDb7JTsIbe6ih7Db3VkdfQeys1K9pb7tgliUP2GnqTo4eJA7XizC07c4+CNfRKsJWf+vS7o/cDwENTR47J/K6qVcJ6rZ+a9N2cnR+NAMCeqSOefytHMf2TOVg3OD8yKsOFjPxTkyChOkLwufnR+x0H9yqOgshS27PLHfveeK23VPS2AzR27IZWXXPh1b6lhbm7pbcqBR/4+dlSb9/i1o+qqSAA+CfPLvX1lz78EYWOucq6gdnNWz95MS11JQzFHzr/impH/RXwS8xNJGXZsOWO3TDgyMjjjR3VJ46+N157a8Ntsjn0SrCVDbV+arLVRXCr3uL8+qnJ3uJ8T6Xin5oEAF9x3u91vSimr1KB4rx/alKGCxn5ivMgoTpC8LKb4F7FURBZant2uWPPQrHH6w7Q2LEbWhUWF9S0KgXvKZfXVkprpY1pVkdfpdyzUOxV6lipFOcHL17wFecHL16Q6ojxW+AIcnOT6KgmG7bcsRsGHBl5vLGj+sSxJM9AkIoJfWnN2v+ZngCAGwnADVHNYitxAf3GUOj9w8PR6sMx9c69S1jMJE/XEvD36cLym2LPFABgNgGvps1P8TYl5CLhszihUCgYDL75zeEvP5waGxujN9U15VITz4d4DcTIENdp9m+3v5ouLL8uzkZ1CII5NjYGt1LwRAAfbs9+ezn4mgs/m7TdVkT3o0Xbs884iWOSWFRr9d1EBoGTJbSnZ93DtqOtK+hYdOlnTypyNNVx+YV/EhwbdDkP60h3Jd3pCHTCbjn7sopWFYFuGH/5TbHyHfEigvCmWDXdBoQ3xSpzpDfFFv5ww+m/+IXnjiSKT2+KVedYfVOspFal+wXzCAjvbe0Yx25IHJ5n22YdPUkcInQY6tCcU6nUm88P//cvppN/99+hdN3bSlklkXIzMQE7drz3a4M19CK28kQmo2WzR1Op58bHXz19Guk353K558bH6fhoLLZ/bOydS5emdf1oKnU0lVosFnGbIkxqmpbN0gGzMh+HfTwNjwnfZ7pflWVC14VCoUgkcuTI0tGjDzl2MaGUcBYbjUaTySTaIYNJ13WEc9k3ikQi8Xi8UH0QmYKLtaDtZoOLp4vgEWdxTKKigovq15PnAVehI136zqujpC5nkokni9vULdW0KjUpOL09HTt2XrdZ0RHXmkuxrAoJki10lNqqIkGyUx1XSV9lx8Yy5QhxNhWJRGjO8/jj//zkkx+nszqfQ/9gPP7Xhw8PBIPImMfP7BE3uS0SOZfLRWMxnNmLIhjltK7fuHYt9dWvHvrLvzyRyWCEgWBwWyRCB1zUdakvmXrcEYe+noiLRHz6aDRqGMZnPpN1xqGHOni+eujJpmC0wWBQnLtTcBHAJ2474M7S5/1ig7jn14rAPhFB5TkZt6n29ERqHMVL35I6uufQ11OjLuddHemuFF3EbtmSVpXNoTfZKeDQWx1lc+hrODKH3rXELJZWQoVX7yiqUxNHDUf5lBvR0ZPEQTkC1yDQbCqTydDnm/hiss985vv7vqeCctP6NfTQJLYSALRs9lwutzEUEmGUf/7ss3gu/gSAaV1/2zBk0ypliLhI9EU8frkTCATcBxfxfCYKmMh1si+xbGJwke5khfE1KywbgSwdxxFlAvYRgsorOWvPNnL0sFval7I6yuhy9SS6NIBmSlLHd9QucWR1hrqhr3aGowjmJmxlMBjElagAIG4rEGMrvZFX2MrGYmyljDgKIncPfax9sZU2HbuhVRlbKcORsZXeirGVMh0ZW9mcGFvZOWJspaPgjK2Upe5xZGylDEfGVspxZGylZ2JsZcc5MrbSA7V+yQ1jK22KsZUy4iiI3GX0McZWtr0jYyvlODK20ktHxlZ2liNjKz1Q67GVHSAZ2EqrKKZsbBaGlcSuouAuMVVexVEQWWhPufSxWo5y6WMtd5SHrazn2A2tKhtbabID+dhKq6NsbKXVkbGVHkpZNmy5Y5ckDtnYSpOj+sQROnCPAmylxAk9Yiu/9rXlX+utoUe4JABsDIXwoVikzk9qmlQujYdCbOWnq786WJUloqBBwHsPDw/jRqFQ2L4dPvvZzz/77O32XURCvAkJDwAITBWZ8bCM54snEkD/eNUzouDxeJwI92LwWCxmJd+n08kGwUVYvmgBANg++XweUa82C1kzLFgw//F4nLzS6TH7kRuIrmk6HfMkYD0R/hapt5FIJJ2OSnWk9tR1HbFuTV0OT6yxjoS+cuwo9g1qSQAQmxSauS/s24HQw5GKEAqFkIqAQwFSNRS0Kg0O6PiMZEfTrUEW8iq4ehyVQSTJRb2jvCGOcgre/vKuo3UowNtfQc8xDXHqB1UFjsqSI8nDxFFzhgMCll7cPz4+vn174bOf/fxP1i6f3uHYytl8Ht8JhbRKADiXy03r+kyh8LZhAMBgMBi1cBVXm1xiKxGSSgTJSCQSDocR9YgbuBPg75rCVtLpJrA9/imXy6FpsvpOLprj2mFXUXATS5vimMj3ZNQAU2UKJVbfxBBsHMckU1ixNajKopcnIC3xmkplgUWjUWwTsV5SHak9DcPA15PJdrRag0f0MTEgtaTYzaDJ+8K+Hdza68hFHAoUtKppcFCArTTdGgqwlVZH2djKGo6MrXQqujFNt788iGTNoUANttJUR/WDqhpHc3KUjK30NnFYZzggZENxP+589NE39v2xCmylxBdL2dQVy1wzGovNFAr4pwfjcfz8vrMlQtABIBgM4jZt4Od2zYal00UMvBhNJF43a0HBRVKvGKcm+b6xTKHIgtqnHji/qbDUGmKVyavtJOJvxassT9Se+N0OTkPVyHQpvQ1ILSl2M2e3nh07qHWDm4YCBVLWbVgsZ6L70fPbf0VHZxnHjZTVsYWO6uVhHWvOcEDIhuJ+xSlS7oR+xw5Ipc6+uGbX47e+S1XUUCDw3Pj40VTqrnAY9xA2XoTKr3I9loBjIwdP+Xamb30PmX0hBF3TNMMwxsfHs9lsIBCgDaSZHjv2cDoNp3y7To4ctONCp+PqCPwoTtO0np4e/KJf0zRahSICUxMJODly8JRvV4PqUHBxpxjctJ+MMPjpNQ80CG5qB2qfQ4cOAQC+1dJOnJqRt2zZgq0hVln0chbZKoLUVtvTefdoIGoT8SrbuYKeyFJH6Y6kRAJe2PTI6TXeOGqa9uUvfxkAdF0Xu1mz90VTjt/61rfEG1zs6niMglYVuw06Pr3+c2fW7pZ6HcVuk07DmbW7f7jhgLKOmk7D6TUPvLDpEZWOL/bu+tHmhPhGVXnCBTCnfDvVO9rMTU1JvB9J2Kr2s6EzR1PGkedYU1ITR0NH1YnDfba1L5eJoyZaXtO0QqFQE3WfSqWOH//8C5seeeaO/bgQXZ4YW+mBPMRWzszM+P3+3t5e65+8wmY1sBCNnLGrmgneCFPlVRx5JbSvLqOPtSu2Uup9sUocVxRjK2U6MrbSMzG2suMc2xtbueLMjbGVbSMPsZX++n/yCpvVwEI0csauaiZ4I2iUV3HkldC+uow+1q7YSqn3xSpxXFGMrZTpyNhKLx0ZW9lZju2NrVxx5sbYyrYRYysdBGdspfui2nDscMAiYytlODK2UoYjYys9FGMrJTsyttJ7xy7FVhL05uEqfYVYlvJK60busZUrCuFHv/u7v/+DH7zPvguhmkQ+IwjQqEuXLhEjr1k8nwjgMzExkVCJh4VCIVpzNjY21hSJTwxliumGIehJ9e27yCZz0YUIh8OK6WM2aaQeSiq2krhjYo/19jqKjFGoRcfDJ67wADXYSqo1OTK2Up4jYysdqN4QpwBbqQyUSVKPdGw5RFJ9Hd0kDitrGAdzqIXDTqVSv/Vb+YceOnhucPn0rsNWTuu6ls2KG4vFIrIs94+NnchkAGAwGJzW9aFAYKZQwKdmEYzzO4nEYHXap1IusZUrCjFPAKmmsJUmrBJtEzQKbmXk0TF22FUiu1DcT4RKmiKHw2Fi80EzUEgRdkkxzQzB5nFX9arvPnJNF9nYSroQ6uljNWik7YytJO6Y2GO9vY6EwzP9SnQ8/AdJ5XUU2aPA2Ep5joytdKp6Q5wCbKUyR5KyxNFaR/MQJx9bKdbRTeIQWcMgTKtMEyHcj6bHjn1g38e7FVuZ+upXH4zHAWAwGET0zY1r12qyLPEz+/1jY1d+9Ss88mIXMC7ti/BJ8Xh8RXaSnWNqBjdh74hQSQEdEyEpFG14whAUIZiECPSWTqhSdCHU08ds0kg9lFRsJSHGxB7rLUfSRMGz0vHUk0DVO7JYTUn9EKcelNlVautWpexgmjLRREjcrzhFrkZs5Z8/+yx+DP+6pk3rOlIsa7IsaefVX/2KjmyJ3GMrVxTCj5xhszKZDAGVTHwl2hCPaYpdZWJiHj9+HNfeUEAT4NI+popgl7RhZQg6w10RGZA2vIosSg22sqbU0MesNNK2xlbSfWHqsdRJ3NdRpODVA2WK7DM1rWpyZGylDEfGVnorNdhKZY6i1CeO1tKH1WArxTq6SRyUHUzTKsJhm/ZHo1F07BBs5c59+5+euAn1l9G3u7Beyw/F5kogZykYxaSHcpy5aJoWDoeD9RcmYdjlJ2NyRWimOvaDr7nws8mJ+aaCy4ijILLQnhK7Rx3Hpq9gezkuP9s0cdO9o9T7YpU4riiMv/xQ7Etzsh0pOD0Uq6aCIDwUq8yRHoqVvaid4tNDseocqw/FKmtVl9lw9Tt2SeLwPI83dvQwcaAaDObkWCpdl42tbD2HvgOwlZ8onvyn/j29xfme8lLZPwQAHy+efKl/j7cuFNM3PwO+3nK/X4YLGfmK8yChOl4Fl1dIzyNLbc8ud+wpzvWUy51dR/WOcHPOV1HRquKYVu7xwboBRRUE8M3PVHy+Sr9qR3njttWxd35WvaPU3GR1lJ0NW+7YDQNONySOpfJSV3Dob4yMtroIbrU05b8xMrr8YqmRUQAoT/nnva4XxfRP5qDfPz8yKsOFjJbfLuF1dYTgc26CexVHQWSp7dnljsvvB+noOqp3xBdLKXCk4AM/P7vQ27cobUyzOvonzy6t7S8pdcxV+v2zm7eWL/pnN2+V6FiNP3T+FdWO+itSc9N7jqqyYcsdu2HAkZHHGzuqTxx9b7wmz4Ik8RN6AMRWLi+5qbfexoStlFcYqXosAROwvOTGw++MTICk48c//+yzt+NXfjtgYkUXEclHocbGxog/gwvfka8k0usSCZiA5e/d6lXHihIjbCVYaJUirQ+D41dszbYVwadisZibOAoiWwP6vO4eNhwbXcEOcMzOLH9z2sF1lO0o2gFAIgHPvL285EaBI1rgkpv9d/xCTZOm08tLbmJDrytzxCU3O2BCNkQSqmtgcMmNUsfYh8p332snNzmTtVXtZ8M2deySxOFVHrfp6CZx0GRGnD7hn6zYSpx3HTv28Kvr9uCSG6nYSrkPxU5MQDJ5/wOLpxusnkds5cPJJOJujqZSz42PH3vqqROZjJbNPjc+fiKT+evDh09kMrgHD3hufFxqyZvV42l4aOrI7vIZb3tkJBKJx+NEX3n00TcSCdhdPr1n6ogdFxEOZQoFVaxSJBLBfkm9E5AkNXVkd/l0g+rURImRl2EYomM0Gk0mk2iBwXctvuigrRA+hc8quYmjILI1oOfdw4ZjoyvYAY77Lj+1a7HD6yjbUbRDxwM3frhz4ZQaR3wubefCqc9de1pZkyYSsGvxxX2Xn1Lp+MDS6U9eTCuYW0MVIrm7fEa9o83c5EzWVrWfDdvUsUsSh1d53Kajm8QhTmZgJWwlzoIeeujovstP/durz0mdzcPqxFaORqOvnDlzxTCmdX2mUHgwHh8IBk20ypn2JAw2q3qAJJsyIfkIvUfRRFZjs/S6eigximli/4m0PhaLxWKxWKz2Ek1m7GArHTO7nWk1Yivn8vltVa45Qirn8vmatMrVo8fkYCtNgCTH2EoxlKZp6XQasUoiqxG8YFdpmtbT04MxRfafSAFziakyFdJD3JXnkbuBPtZaRw+xlTYdO7JVGVupwJGxlZ7I1KqKIZLqHbskcbQRtpImM3awlTgLOnbsYcZWAgA8Nz5+Vzh8LpfDt8muTj3G2MrmgzO2Up5aSB9rX2ylTcduaFXGVspwZGylh/IqG65+xy5JHIyt9ERKsJV7P/X60EYA+ML8C9/17zMd9pvz7zaKUgGACvT0SCqkJ/rt8pkf+3auKy/6KpX53rUAsLt85pRvp7cuFNO/tFDu6Sn61shwIaN+OdXxKri8QnoeWWp7drvj0qIPOr2Onduqt4xp0FPslTWmrSJHaeN2DcdyKxxl5qYajpKzYcsdu2LA6dwhjuJXKpVfBoe2Xr8ObY+t7On54ObNANA31Y8boubAvKftVJ4anBu5t29qEm7OlsP3AgBMDZZH7vXYphqzPJmDdYPlkVEpLmQ0NVmWUZ33gs+5Cu5VHAWRpbZndzsuvfEalIqdXUf1jgsXXu1bWlDhWA1e+fnZhd6+8taPKmpSgPLk2aW+/vKHP6LQMVdZN7CweWvl4sDC5m3yDCl+//lXVDvqr8jNTSRl2bDljl0w4EjJ4w0d1SeOvjdeGxgYkOgCAKsBW4lL5AeCQQfYyqOpVIOlOJOaNlp9L71sPeYIWynCHBF4hORHIkIWCgVa414oFJrFVhKJEgDICABSqVQ+n6evh3C/lSxpE1up6zrxLsVK4dOxCIoix2Qy6QZTtfqxlTWRoImuoY8xtrLtHBVgK2lwww1xxEhIwFaKuF4CyYnjT5qxlZIcGVvptWOXJI7Vj600TXjC4TAAEJgbagG7ocoAfOaZeHbmnq7AVgLAxlBoWyRyUddrsilpG/fjT9wv/pzW9aOp1NFU6rvf/CYefy6Xo52zkp+jfdwRtpL4RybgEc3CifyIBzSLraQ5pQm0lEwmMbfhr+hlJUvaxFaKvEsxjgiKEh3dYKraBVtpQoJ2D32MsZVt5ygbW0nDjmmDCLkJr7GVpqEJLONPgrGV0hw7GyKp3rFLEsfqx1aKnG4MZUWBm4DdNNChYydgK4lys6L+46OPatks0irhVjYlbm8MhTaGQkOBwMZQSMtmkYpD24PBIO65ce0anUs7L1bTlTwR5ca+iH9EwCMUgSCJeURMSXrK3k58OstEjdR1HeOLfCXTMfSoez2JhRThTRQH4TxYfnKk4PhUu0t5FcfDyDWRoADvwQqUacUr2AGOBCtQpm5oVaLceCIa3GjDNGKkq5Qbb/yEoYkcTeNPukq58cpxRaWrlBtljkS5UexoMzd5oqayYZs6dknikJTH68lB4jDhucGCpLQCu8WBjig3UiV9DX0yeX9g8fS7DT+hvyscxrUx2yIRmsSLbErcntb1K4ZxxTAeTib/x5e+9F+//e1pXY/GYt86dOi/fvvbJzKZK4aBR9K5r2sa7ZSth6aO+Mqz8838z3fo0KFwOIz/6um6HgwGNU0bHh6mfoPfE+GbYhGElEiAv3wapgb/yp4FnkVG4XBY0zRN0w4cOAAAmUwGqh+ViccAwJ6pI2C7OiK86YknnvjYxz6G/wobhoGLiDRN27t3Lx2/Z+oILM411VZWL5dxJEUWm1REgjbVno5lrkKnO+67/FTvYrGz66jAUbQDgAM3fti3tDDnkSMNbrQBFlDmwMKp0rW+Ix641bbWdV0cfxIJ8C++uHS5/zteO4oy1dG/dLpyceAbMh1FfekPNwyVz6h3tJ+bnMncqs1kw3Z07MgBp4ajd3ncjqPLxIGhaHoGFmC3adqGjpXKUp/kT+hbv4begSY1bVrX94+NeRPOCzlbQ29VY+yjJ2v4ViRLopGzhXT2g7tfMydv7Z3nkdUshazlKHcpZMsdFayhNzl2Q6t6voa+sZ3na+jtOMpeQ2915DX03krNivaWO3ZJ4pC9ht7k6HniWHHmpmYNvRJs5ac+/e7o/QDw0NSRY158V7VYKq3p63MfxythvdZPTfpuzs6PRgBgz9QRz7+Vo5j+yRysG5wfGZXhQkb+qUmQUB0h+Nz86P2Og3sVR0Fkqe3Z5Y59b7zWWyp62wEaO3ZDq6658Grf0sLc3dJblYIP/PxsqbdvcetH1VQQAPyTZ5f6+ksf/ohCx1xl3cDs5q2fvJiWuhKG4g+df0W1o/4K+CXmJpKybNhyx24YcGTk8caO6hNH3xuvvbXhNtkceiXYyoZaPzXZ6iK4VW9xfv3UZG9xvqdS8U9NAoCvOO/3ul4U01epQHHePzUpw4WMfMV5kFAdIXjZTXCv4iiILLU9u9yxZ6HY43UHaOzYDa0KiwtqWpWC95TLayultdLGNKujr1LuWSj2KnWsVIrzgxcv+IrzgxcvSHXE+C1wBLm5SXRUkw1b7tgNA46MPN7YUX3iWJJnIEjFhL60Zu3/TE8AwI0E4IYoO9hKLZvdGArh463WEwFgWySijFBp1bUE/H26sPym2DMFAJhNwKvpwoon2tf4+PibR4e/+V9+EIvF6E119l1EjhsICCcQuEvZbBa3Z09ufzVdWH5dXPPVIS8RFUeOs3+7HHzNhZ9N2g5OMcPhMG7MfttJHJNEUqfLElplDeiT1j3qOzq5gm3kuPzCP/mOoVBo9hlFdaTeTp1cqqMIdMP4y2+Kle+IFxGEN8Wq6TYgvClWmSO9KbbwhxtO/8UvPHckUXx6U6w6x+qbYpW1qoNs2F6OHZk4rEOcy2y7omQkDtO0qiaFPJPJvPnk8H//Yjr5d/8dStc9rpVFEik3ExOwY8d7vzZYQ0/YyqOp1KSmHU2liF8JAEdTqRf+5m/+6fnnxZ3iiQBwLpd7bnwcT7ceJluPp+Ex4ftMGevACoXCsWMf+OY373HmQsQl+tXKXaJthHM5MxK9RFQcOToLLhKjRNqd40KiRFKnyxLWLLO3AdmxJY4iekxZHT3s5HbsTGA+ZY4d3G3qOeJacymWVSFBsoWO3XAd2dGlo8ohDuTU0TStqkkhj0ajx4594MknP057pK6hl/sJ/cQEhMMrU25Q//HRR4+mUviJ+zKV0jCisRgAfPCuaAs2YQAAcWBJREFUuz62a9e5XO7hZPJoKhWtohUB4Fwuty0SOZfLzRQK+JKpc6mU9TDZejwND+1smnLTrD7zme8nEkl8yj59pokTrcQlVDAYpM4nbqfTsGenw0fdycuEiiMtB2/mqXaKKVbEQRyTTKRONyVsLDftyY4NHPd9XDrlBv8pTaVS0WhUTR1rdHK1rXpgh5eUmxXtiHKTfl66HTki5Sb9kkLHpdOViwPffl4dFR4pN4odm81NjrXcqs1nw/Zy7Mhh3Ns83qy8ShymaVVNCjnu/L//79i+gyooN9I59HZE2Mq7wuGTmcxQILBNgLIDQO+aNdO6PhQIHE2lhqocQDz+4WRSy2YXi0UAwNdOWQ/rDJnQco6laRrRlMbHx7PZLHKXxG1PpGlaVFgH5VX5PdShQ4cAgF6p43kJ1VeZHTvDUbG6oUm7wbEb1A3XsRsc1UtqHTVN+/KXvwwARCHHj0dNcwzZakts5SqUV9jKxlr92Eo7YmxlB9PHGFvZAY6MrZThyNhKb8XYSpmOjK1sToyt7BwxttJRcMZWylL3ODK2UoYjYyvlODK20jMxtrLjHBlb6YEYW+mBGFvpKDhjK2WpexwZWynDkbGVchwZW+mlI2MrO8uRsZUeqPXYyg6QAmylGFM2NgvDSmJXUXCXmCqv4iiILLSnXPpYLUe59LGWOyrAVpocu6FVZWMrTXYgH1tpdZSNrbQ6MrbSQynLhi137JLEIRtbaXJUnzhCB+5RgK2UOKFHbOXXvrb8a7019CJOHuoT5Y+mUgixqbnH+tfG53orxFZ+uvqrjHVg4+Pj27cXfvd3f/8HP3ifexdisuKzGkhOBQCEp6bT0UQC6B+vZo1qQu4J0ZpOxx0ET6VSWE7DMJBtn04nHReS8LGFQoFKSBbOSmgVtUM6HfMkIDtaHYlNK8+R3s+QTo+pqSN4dCfalMihR47HM6oc8SKShbJu00JHZRBJclHv6Hmr0oiNTEAapRVcR1PmUuBIlVVz+7fEsTMShwieB6EZdV2nETWfz2/fnj5w4A+ojp2PrcSXRp3L5QDgXC43rev7x8ZOZDIAMBgMvnPp0kAwOJfP0x7iUWrZ7LSu0wunpnUd8fOLxeL6O+7AnXiuxEoCgHxsJVJUAVLOsJU1o+EUFgDw0W8RnuqGXUXBE4lEOBzOZDIAEI1GQ6EQOjrGVNErG5Bt7zgO4WPxTVVYQrJwE9nkgu2A8yQFLLAudFSArRQ7iZo6enUn2pTYpKAEW2m6iAqwlVZH2djKGo6MrXQqGrFNeUQBRFK9o0g3Vzaoqnc0Jw7J2EoZiUPsG3Dr23LIC3d+5SuT+/64a7CVUMXJA0A0FpspFADgimE8GI9P6/pMofBgPD4QDGrZ7BXDmBYAQBtDoY2hEBEqB4NBnNzfuHZtNBqdKRTo3FbUafUqEAhkMpl8Ph+Px5PJZC6XAwARnupJ8GAwmK/+K1WP+G5TVM56bPumRPhYsYRiU7BYJLGTqJFXdyKL1RmiEdtlHnEg9Y71XhrTSY6dIVPfqNmMittW7oR+xw5Ipc6+uGbX47e+S9UkESdPn6aLOHlclrPNkuSmdf2KYZyrTsJe17RpXccIFAfP9bpmZj2WgGMjB0/5dqZvfQ+Zh0qlUsePfz6dhlO+XSdHDrp0MQwD30tMcFYRnppIwMmRg6d8u5xVB4OLYHuRxorBT695wH5wKqfItncQxySxhGJTuI+MMgWU2j3qODq8gu3i+MKmR06vkesodhI1dfTwTrQpkdCcSMDT6z93Zu1uNY74lfeZtbt/uOGAsm6TTsPpNQ+8sOkRlY4v9u760eaE+EZVecIFMKd8O9U7us9NDWTKI15lw1XlKEpZ4rA4qk4c7rNtU46eJA6xb2iaJn6zamLe/9mfjb6w6ZFn7tiPC9HlibGVHoixlY6CM7ZSlrrHkbGVMhwZWynHkbGVnomxlR3n2N7YypmZGb/f39vb28CRsZXtIcZWOgrO2EpZ6h5HxlbKcGRspRxHxlZ66cjYys5ybG9spX8lR8ZWto0YW+kgOGMr3RfVhmOHAxYZWynDkbGVMhwZW+mhGFsp2ZGxld47dgW2clrXJzVtplDYGAo9GI9bD9Cy2VdPn965bx/hLE9kMnP5/BXD2D82trHOAweIqpzUtJoQTG/lHluZSqXwKVLktxAOCVdlId1l+/bUgQN/8PTTQ/ZdiKMUDodxgxagIxcPnwHF+M2SJWtCmkDA/AEA7XfG/iOUZD6fx6fFY7GYJ4AtrH6HYSvVAxY9b7QVJRVbKeJc6X6Ueh0peCQSoTvUJeO1WVG3GRsbk4qtNI0YKlGAcCsJlLGVUh077zqq7KvqEwdjK5sSDZjBYFDEVpLFpUuXsM/gfpy5dQu28ophXDGM0Wh0KBAgMOW0rm+LRM7lcjgp/9U//zPhLPEU5Moj9EZEVa7p6+tbt26wirU5l8udy+XwydrRaBSP/J1EYtBr7o1LbCVCjpJVWL6IQ8JpN87sv/KVyUQiah+bJXKUxEc0xKc3oMpqrEGWbFidmpAmuBXzR/trsP9sY6pCoZCu68FgMBQK1QBsNY+7ouqbsJX0H06bYivVAxbB2mjtjK2k4OL9KPU6UvBwOEwdu9k70aVMd4E8bCXdvIZh4O0MVRSgbGyliQTK2Ep5jlKRjjWuo2SIpLWvKsBWqmcBM7bSvmjA3Lt3rwlbiRb4YZBIA+8ibOVd4TBO05FKiahKACDW5EAw+P5NmwhnKWo2nzehKm9cu0YRSIiwpCMv3vrX1SATjZFwSPjJNDgl2REyycROomgiq7FZPlc9HhNh/ohfCU7Zf1Q8/Kw0l8t5AoGi6ouloqZuX6kHLHZAo4miHivej2I3lucodmzFpDxl3UbExSpGxDIJtDOk/jqq76vqxdjKpiTOcGoO1GKfUdxjW4+tfOfSpROZzLSuI1EeUZV3hcMnMxn8ZH0oEPj1tWsiehIP++vDh8GCqhRhlyT8q3ik53KJrSQaI8KPCIcUDAbxyx38nvrw4Q+7x2ZpmrZlyxbk4omsRitZ0j67ioJomvatb32LMH/Ir4Ra7D87mCqxeCYOVFNxTCIsoFgqamo3kU1SjK1UD1i0Nlq7Yyuxx4p0VBC6sYw6UnCSmzvRgcRuAx2KrTSRQBlbKc9RKtLReh0VQCRN11GxI2MrZTi6SRw0YJqwlYVCwTpdoZlb52Ard+7b//TETai/jL7dhfVafig2VwIXS8E0TQuHw8FaK4IoJj2U48ylgYVotPxkTK4IzVTHfvA1F342OTHfVHAZcRREFtrTbfdo3rHpK9hejsvPNk3cVObYDa26/FDsS3OyHSk4PRSrpoIgPBSrzJEeipW9qJ3i00Ox6hyrD8Uqa1WX2XD1O3ZJ4vA8jzd29DxxrDhzCx24p1S6Lhtb2XoOfQdgKz9RPPlP/Xt6i/M95aWyfwgAPl48+VL/Hm9dKKZvfgZ8veV+vwwXMvIV50FCdbwKLq+QnkeW2p5d7thTnOsplzu7juod4eacr6KiVcUxrdzjg3UDiioI4Jufqfh8lX7VjvLGbatj7/ysekepucnqKDsbttyxGwacbkgcS+WlruDQ3xgZbXUR3Gppyn9jZHT5xVIjowBQnvLPe10viumfzEG/f35kVIYLGS2/XcLr6gjB59wE9yqOgshS27PLHZffD9LRdVTviC+WUuBIwQd+fnaht29R2phmdfRPnl1a219S6pir9PtnN28tX/TPbt4q0bEaf+j8K6od9Vek5qb3HFVlw5Y7dsOAIyOPN3ZUnzj63nhNngVJ4if0AIitXF5yU2+9jQNs5dFUai6f3xgKvX94OFp9IgE5laYTN4ZC+CCsbD2WgAlYXnLj/hscogESpRFBbydO/P4PfvA+/MpvB0w05UIsvHg8Tg9iBwIB4iuRaTyOsLzl791WrI54Iu0xMTFpZzSKYKzlr9gaByecVjQatYIm7cepF1YsoejlOLIogljFYrFqe3rTPZpxtHUFHcvaaLIdTXXMzix/c+qJI1XHMAy6WUSqo+d1pLuSnkYYGxtTfB1FOwBIJOCZt5eX3ChwRAtccrP/jl+o6Tbp9PKSm9jQ68occcnNDpiQDZGE6hoYXHKj1DH2ofLd9zabm+zLNOCk0+AsG65mx25IHFZHl9m2WUdPEodp5BT5Nqa51unTB88NxnDJjVRspdyHYicmIJm8/4HF0w1WzyO28q5w+M5Q6EQmcyKT0bLZo6nUpKYdTaUAgLCVz42P01nRWGz/2Ng7ly5N6/rRVOpoKrVYLOI2BZnUNC2bpQNmZZIcHk/DQ1NHdpfPeNUjcVZhQkM++ODfJBKwu3x6z9SRZl2i0WgymcTHiZLJJD6ITZx7Ooz4XHumjuwun7ZfHQoiksWwFmDBje2ZOrJr8cUVg4ucOwoYj8eRrGI/Tr2wYsnN6C5HkU0uyWQSn5iptqdn3cO2YxNX0JmjqdEUOIp13Hf5qV2LnjlSdcSbxdrlPKwjGYkuiq+jaIeOB278cOfCKTWO+FzazoVTn7v2tLJuk0jArsUX911+SqXjA0unP3kxrWBuDVWI5O7yGfWODnKTfZkGHMfZcJU7dkPiMDm6zLbNOnqSOEwjJ02rrHOtY8c+sO/yU//26nNSZ/PQ7thKEUZ549q11Fe/+mA8TkEGgsFtkchqplXWE9EAiSflnp0nIpaIyifylUSEZVMynUicJpFp6BK7WRM06VgUViw5o7scqMMaTbzd6GaRSnUkI9FFKiiTxWpfqR9wOmyIY3ko00BN06qacy01aktsJQDgp/gbQyERRvnnzz57IpOhIEOBwLSuS6VVkh5zh600SaQBkgzDePnlP3KMzSLEkqZpx48fF18ZS5NmCy3LFtdJPFFkYoq1MOHGmsVU1QRNusddiSUX5RVISz19zNkV9ETKHKViK1Eij0wqDJSMTOxIqaBMq8S7INGJ2EqrI2MrJTnKRjqSEqogkuoduyFxtC+2UhQN1OK0yoSzxMVajK1sGz3mHbaygbzCZjG2UnHkrqKPMbayAxwZWynDkbGVHsqrbLj6HbskcTC20hMpwVbu/dTrQxsB4AvzL3zXv8902G/OvyupAMr02+UzP/btXFde9FUq871rAWB3+cwp305vXSimf2mh3NNT9K2R4UJG/XKq41VweYX0PLLU9ux2x6VFH3R6HTu3VW8Z06Cn2CtrTFtFjtLG7RqO5VY4ysxNNRwlZ8OWO3bFgNO5QxzFr1QqvwwObb1+HdoeW9nT88HNmwGgb6ofN0TNgXlP26k8NTg3cm/f1CTcnC2H7wUAmBosj9zrsU01ZnkyB+sGyyOjUlzIaGqyLKM67wWfcxXcqzgKIkttz+52XHrjNSgVO7uO6h0XLrzat7SgwrEavPLzswu9feWtH1XUpADlybNLff3lD39EoWOusm5gYfPWysWBhc3b5BlS/P7zr6h21F+Rm5tIyrJhyx27YMCRkscbOqpPHH1vvDYwMCDRBQBWA7YSWTQAsDkcromtbAs95g5baeUfAUAoFMLnSsPh8KVLlxxgKwmKRzQbIkjCrVhM5EJCM9hKEwcTg4h1yefzDdh/zjBVznBXInoMAKgwAEDRPAdpdSd9rK2xlXYcO69VlWErRVws8t2SyWRCCbbSCh+Uja00DadpxlZ6ISsMVDFEUr1jlySONsJWYigTa1jcbxgGjW+488SJ38/5PqEAWyn3E/qJCQiH7w8snn63/up5osuPRqMnMhkAGAwGp3Udn4idKRRwA6E3g8EgAEzrOoJrcAN5lIPBIG0QnF6ZHk/DQzuP+Mqz8456JPKP6MloFPYM3A8AyWQSIJVIJP3l0zA1mD6zcthoNBoKhfB0wq6j8FcTwBFEbOXOI9CwOhRcRFKKdYnH46J7OBzOZDLvBV+cc9BWYkPZj2OqplgYiuYscnNFddo92LGe476PP9W7WOzsOsp2NA0+6TQc2PHDvqWFOa8d6TZEu2QyCVUU4MDCqdK1vvTzXtrVtCZH/+KLS5f70y/JckTRcJpIgH/pdOXiwLefVweRHCqfUe9oMzc5k+nWSCTAfjZsU8fOG3BqO7rLts06ukkcCPwIhULhcJgmEuJ+/IgTxzf0BUjt+95TlcpSn2RspfQlN6nU2Z379j+dvmnnYC2bvSscBsMAgNFoFD+5x41zuRz+KRqLzebzQ4HAQDCIGycyGfzT8kTfMNRP6AHg2MjBQf2nerrk4FwT/0icCpsOSKchHNlVHvnYBVi5XxA+KZPJFATopxWLKZrix9gnRw769Ff0dNFO8JpIShP7T5z3nxw5uObCzybT8ytWobFsxjGhx0yFcRPZvk6OHPQ57R4uHBtdwQ5wfGHTI+uNX0zaG148UTe06tPrP/cb+Svn0nPehqXb0IRyS6dh28d3/+q2D16DX3jraLUmx9EdD9zYNGLA65IcTcNpOg13R3eVNt/zU5D2X8ut+vZfXIvu3bmweZtSx9jO8si9dnKTJ2oqG7apY5ckDm+z7Ypykzjwo3e8tcWJBO3Hab3VsVS6/hsTK0w8XEr6hD6ZXOETelHbIhGCzRNoEjfoT9O6ju+i2hgK4Qb9STxdvR6acv4JPVT5R5qmDQ8P4/98+Ak9spZw+Qp+X4yfEPyVjZiHDh0Kh8O6rosESU3Tenp6rFhMMsVf90yt8G86BUemJD7frWlaoVDAMtMB4XAYv3gixz1Tzv8jFxF7DuJomoYtgG/JFaO5jLxyUSV/7NGFjvsuS/+EHlpdRwWOJnjrgRtSPqEnaZq2d+9e+pU+oT8ixa2G6BP670izMA2n9An9N6Q5mkSf0Ct2tJmbHMuEWLWfDdvUsSMHnBqOkj+hB08TB4YSZzXizMc0vuHOfZdVfELf+jX0nSGXa+hJjbGPnqzhW5EsiUbOFtLZD+5+zZyzOCpLaAooeylkLUe5SyFb7qhgDb3JsRtaVdIa+np2CtbQWx1lr6G3OvIaem+lZkV7yx27JHHIXkNvcvQ8caw4c8vO3KNgDb0SbOWnPv3u6P0A8NDUkWMjByXZtVBYr/VTk76bs/OjEQDYM3XkpNc1pZj+yRysG5wfGZXhQkb+qUmQUB0h+Nz86P2Og3sVR0Fkqe3Z5Y59b7zWWyp62wEaO3ZDq6658Grf0sLc3dJblYIP/PxsqbdvcetH1VQQAPyTZ5f6+ksf/ohCx1xl3cDs5q2fvJj+0WaJb9Ch+EPnX1HtqL8Cfom5iaQsG7bcsRsGHBl5vLGj+sTR98Zrb224TTaHXgm2sqHWT022ughu1VucXz812Vuc76lU/FOTAOArzvu9rhfF9FUqUJz3T03KcCEjX3EeJFRHCF52E9yrOAoiS23PLnfsWSj2eN0BGjt2Q6vC4oKaVqXgPeXy2kpprbQxzeroq5R7Foq9Sh0rleL84MULvuL84MULUh0xfgscQW5uEh3VZMOWO3bDgCMjjzd2VJ84luQZCFIxoS+tWfs/0xMAcCMBuCGqA7CV1xLw9+nC8ptizxQAYDYBr6ZXXs1P5EcRHwkC8oxwk/l8/s2jw9/8Lz+IxWL0proVXUz4S8JWiggnIk4S2W3229tfTReWXxdXvzo12ZfQEN4UDodn/3Y5+JoLP5u0BBdRmKIFPQOAz7OGQqHZZxrFMUmEZtarPnk1FbmBrFX2Ndk9bIoajSCngmOjK9hGjiRTqy6/8M+Fo4gXTKVS1GMbdAw3dRTtQOiZw8PDuBGPx+luwviSWrXm4IPxl98UK+06moYaEN4UK6nbUGXxIoLwplhJjtY60ptiC3+44fRfyHr8FwAoPr0pVp1j9U2xnrcq3o+GYZiuo/1s2JRMaGMFjqKwskIilpI4SM2mfvfyPNuuKPeJQ0Tf4gXSdb3mtErXdag+P2MYxqXjW159thA6cA+UrnteL5N88kJPTMCOHe/9Wm8N/Wg0Go3ForHYg/H4iUzmRCajZbNHU6lJTfubb3zjaCp1NJV68R//8WgqhfP+VajH0/CY8H2m/VVZ0Wg0mUwahmHFR4LwQFUoFCoUCseOfeCb37zHgYv4jwHuQZSSruviM9pUBoRz2TTCsomFJ69kMolzI9GxcXBqEJNFJBKJx+OFQoEOaKqQdHqD6uNhzUZuIJtVdi+xF3WqI0mSI+EUscdK7Rgg3InUM2nDClj0xNGqmoOPmuvobKhxI2fjhhvVqyOuNZdiWRUSJFvo6Hmr0v2o7DrS/UjpTFnPocq2vK/KXtGuslXdJw5qJbpA9aZVUE0Z2F337v070bHDOfSiCFv5YDz+9f/z/zz0l385revTul4qFjeGQkO3UllWlR53xKEnsKOJqkbIMxO/8jOf+X5THHo6XQQtgQDBFImTYhnswGhFLpsJCtkA3gQNOfQi6dJkgTePeIB9fm09TqVYfUJ5NhXZpqTCfalNNE0j+Kkax6zwP7YagLEolzhhlNjHCKe4QsdwUUcTzZB6Jm1YAYuSWrXe4JOWxqEnmYYaBRx607ihgENvrSNz6B2L7sca11EOFV68MSl1SnUkiYOPmkG12dTvXuIw6Hm2XVHOEge1El2getMqAMCUQd01mYR9H+8IDn1TIu7kiUzm4KOPPvX//D8f+NCH5vL5t0qlNX19VwyD3kLVGRLBjrjHhK208itffrmJ+NbT0QLnKNFoNBAIEHGyWZm4bFT+xvCmxjGpQfL5vNgOxIeytpgd1cNLhUIhqr5I9vRKdqrsXtQmUIWfqnRUU0dR3jpSH0Oe6YEDBwBAJLF62zHEu0YkqJq4rgrk7FZqU3VVZTtPdD+m02k115HuRxPaWIHEwadTVXPyIFteXUfxAtWcVum6jilD/bDD2EpvxNjKZoM3xlTJg0sytrKTHD2kj0m9L1aJox0xtlKSI2MrvRVjK2U6MrayOTG2snPE2EpHwRlbKUvd48jYShmOjK2U48jYSs/E2MqOc2RspQdq/ZIbxlbaFGMrZcRRELnL6GOMrWx7R8ZWynFkbKWXjoyt7CxHxlZ6oNZjKztAjrGVTYliysZmSYXlUXCXmCqv4iiILLSnXPpYLUe59LGWO7rHVjbr2A2tKhtbabID+dhKq6NsbKXVkbGVHkpZNmy5Y5ckDtnYSpOj+sShBlspcUKP2MqvfW3513pr6I+mUtsikdFo9GgqdVc4vDEUuqv6AAH9SV4hPRFiKz9d/dX+qiwimyLQFMno+CcTdjefz2/fXvjd3/39H/zgfc26iAHxiUmC7IrQazomnY4mEkD/eK1oZEJrWyH6IuE7nU7aD25tHyK8ptPxpgopyoRRxxLSTjeRRRGVNp2OeRJwFTrSBWq2zziWqY4E2fHE0crXj8ViUluVHE03C7ju5PYl8pWR4/GMp471+M3UpGTheQWtYxE2qTxHK90fbw1yUQaRJBf1jspuf3nXcfU4dmTiaLmjm8TR4PVBOMkBAHqfSSaT2b7d+OxnP/+TtcunS11DL5FDDwATE5BM3v/A4mmbT8TiS6amdR3x84vF4rlc7rnxcamF9ESPp+GhqSO7y2ea6h9ENhUJplALu4sHPPjg3yQSsLt8es/UkaZ6oZWrbYVei8ek07Bn6sju8mn71RGfH8d/RcT9IpMeg+9afHHF4PXah6C5NuOYRK0qcmRFBL7jyKbCU5mr7dlc9/DCsYkr6MzxFt6ZEkexjvsuP7Vr0TNHK1/f6uhtHcVeJ941cGsnl9qqpvdIpNNw4MYPdy6c8srRym82NWkiATsXTn3u2tPyKJkgNC867lp8cd/lpzx3bED3f2Dp9CcvphU8nwrVGfbu8hn1js3mpqZk7TkOsmF7OXZq4jA5usy2zTq6SRz1Xh9EkxxxtkMo+n2Xn/q3V5+TOpsH2RN6m3r/8DBuDASD2yKRwWAQP6S/ce1aNBabKUj8NqS1MhGgSVbsrog4dSARbQsAwWAQQ4kFMB1jX/F4PJlM5nI5/JW43eJ+Inw3JSoeVd/k5UzUqnjXYTQTAp9lR/U6cJuqZh9weevZdBRp9550cvuSfRGt/GZlopYUm1eq6tH9WSxWZ6jePU6THHG2o3heIXdCv2MHpFJnX1yz6/Fb36UqKhqLnchkjqZSADAUCEzr+uuaNq3rc/k8AMzJyaOe67EEHBs5eMq3M33re8jsi9jthmHgt9KGYRw6dAgACDH+8st/lE7DKd+ukyMHm3KhgACgadq3vvWtbDZrgl6LxyQScHLk4CnfLjvVyWQyIo21p6cH1/OY9hMfHYOfXvNAU22FhHUxprM4ACC2KkUTdzqObJKpqG66h1NHW1fQEylzFOv4wqZHTq/xzLFmxwCB7u95HclRpN1bO7ni6/j0+s+dWbvbc0dxhBErmE7DmbW7f7jhgOcVpJYUmxcdT6954IVNj3juKHYhEjq+2LvrR5sT4htV5QkXwJzy7VTv2GxualamnuMgG7aXY6cmDvd53I2jm8RR8x7XNO348eOYJsTZDh781a/e+cKmR565Yz8uRJcnxlZ6IA+xlTMzM36/v7e31/onr7BZDSxEI2fsqmaCM7ZSlrrHkbGVMhwZWynHkbGVnomxlR3n2N7YyhVnboytbBt5iK301/+TV9isBhaikTN2VTPBGVspS93jyNhKGY6MrZTjyNhKLx0ZW9lZju2NrVxx5sbYyrYRYysdBGdspfui2nDscMAiYytlODK2UoYjYys9FGMrJTsyttJ7x27BVj6cTIob9qVlsyLmslVyjK20r/HxcTfYSpEcJ/6KD94hLM8xScoUnFBxAIB0JwruhsRXE3jnEndFnKlkMuk5SKvlZC7GVspw7LxWpQrGYjEZ2MoGjt0DH2RspSdaPdexkwacLnT0JHEQ/ntsbAyEcbtQKNB+nLkpw1bK/YR+YgLC4fsDi6ffrY+t3BgKTev6tK7j07EAMBgMTuv6UCBw4+rV9XfcMVMoDAUC7x8ens3nxb8CwBXDmK4icVqrx9Pw0M4jvvLsvJweidAlgFQikfSXT8PUYPpMc6eLj2OLv9K0Hi3wiex0GvbsPAL2qmMKTjHj8XgoFML5vWEYwWDwPRLfziOwOGe/rUzAu1sK2UwckzAU4qW8jVw7oLTu0ULHW7CVyuu47+NP9S4WuVVd2lEF0fHAjh/2LS3MKXHEfyEGFk6VrvWln5diV9PRv/ji0uX+9EsKHZdOVy4OfPt5dRDJofIZ9Y7N5qamVKNVm8+G7eXYqYnD22zbrKMniSMSiYTD4UwmQxZEyKX9OPN59NE39v3xU5XKUl/HYysfjMe1bPaKYdwVDuPGtK4DwGg0uqa/H98qtX9sbFrXrxjGg/E4/XWmUEDMZYsr0A4y8ZXoV5Hm5hjPZwpOMUVgkwiIdCCR4+khQ9AZTJNFYjafDHGrslgs1ioX4b9RNG6L+13OfJpV67GVqI2hEACIs3MrtnIoEDiaSuFn87gfMZdyyt6c3GMrV1QqlTp+/PPusVlIxsRtkeYGXuD5RGylie7kBlMlAu9MhXSDuxLxUi5LWFPdQB8jdQC20o5jR7aqyOiUh62s6SgVW9nAURK2soEjYys9EWMrlTgytnJljY+PE/5bnFaJ+6E6c+scbOXOffufnrgJ9ZfRt7uwXssPxeZKIGcpGMWkh3KcuWiaFg6H8QXFDYyWn4zJFaGZ6tgPvubCzyYn5psKLiOOgshCe0rsHnUcm76C7eW4/GzTxE1ljt3QqssPxb40J9uRgtNDsWoqCMJDscoc6aFY2YvaKT49FKvOsfpQrLJWdZkNV79jlyQOz/N4Y0fPE0eDmQ85lkrXZWMrW8+h7wBs5SeKJ/+pf09vcb6nvFT2DwHAx4snX+rf460LxfTNz4Cvt9zvl+FCRr7iPEiojlfB5RXS88hS27PLHXuKcz3lcmfXUb0j3JzzVVS0qjimlXt8sG5AUQUBfPMzFZ+v0q/aUd64bXXsnZ9V7yg1N1kdZWfDljt2w4DTDYljqbzUFRz6GyOjrS6CWy1N+W+MjC6/WGpkFADKU/55r+tFMf2TOej3z4+MynAho+W3S3hdHSH4nJvgXsVREFlqe3a54/L7QTq6juod8cVSChwp+MDPzy709i1KG9Osjv7Js0tr+0tKHXOVfv/s5q3li/7ZzVslOlbjD51/RbWj/orU3PSeo6ps2HLHbhhwZOTxxo7qE0ffG6/JsyBJ/IQeALGVy0tu6q23EbGV2yKRUWFNMwBMapppj4lu2Rh26QCF6UyPJWAClpfcePidEbGWAEDX9WPHHn7++ffjV347YMK9i0icFBlMiQRMwPL3bp5UJ5PJEMISg+NXbM0GFxF7buJYJTaFJ5GtRfV53T1sOHp2BVenY3Zm+ZvTDq6jbEfRDgASCXjm7eUlNwoc0QKX3Oy/4xdqmjSdXl5yExt6XZkjLrnZAROyIZJQXQODS26UOsY+VL77Xk9yU01ZW9XDbLg6HbskcXiVx206ykgcNIUguHYsFkPfEyd+P+f7BC656SJspZbNnsvlhgKBYrF42/vff1HXB4JB3AMA+8fG6Cwtm53WdQRWTuu6ls0CwGKxuP6OO/DI58bHB4LBuXyejozGYvJq+rgcbCWxlhKJRDgcBjjqDFvZIL7IryTWkufsqmg0SghLN5gqebirGqxAxlauesdOxVaqdGRspSJHxla6VsshkuodO2/Aqe3YhthKqwVOIUQvAo7v+173YStxz2g0ulAqPRiPD1SfMEBIpXjWxlBoYyiEE/3BKor+xrVrdORMoYARxCPbTkRpNAGSvJIIyJNkgRIRlqtTzApksVgsFovlQDWnEN6CtlfU6sJWoubyeSRUErNyztIciKU/l8sBwOuaNq3rVswlRhCPlKfHpGErkdKIIKRjxx6Wh80SWUues6tEhKVLTJUC3JVXkbuQPsbYynZ0ZGylAkfGVnoixlYqcWRspTdeAGAYxssv/1FXYyufGx+/Kxw+l8upWQHvUo+1FbbSppEkdpVXmCp5uCvPI3cVfYyxlR3gyNhKGY6MrfRQyrJhyx27JHG0O7bSjmOnYCv3fur1oY0A8IX5F77r32c67Dfn361xcgUAKtDTI6ls3uq3y2d+7Nu5rrzoq1Tme9cCwO7ymVO+nd66UEz/0kK5p6foWyPDhYz65VTHq+DyCul5ZKnt2e2OS4s+6PQ6dm6r3jKmQU+xV9aYtoocpY3bNRzLrXCUmZtqOErOhi137IoBp3OHOIpfqVR+GRzaev06tD22sqfng5s3A0DfVD9uiJoD8562U3lqcG7k3r6pSbg5Ww7fCwAwNVgeuddjm2rM8mQO1g2WR0aluJDR1GRZRnXeCz7nKrhXcRREltqe3e249MZrUCp2dh3VOy5ceLVvaUGFYzV45ednF3r7yls/qqhJAcqTZ5f6+ssf/ohCx1xl3cDC5q2ViwMLm7fJM6T4/edfUe2ovyI3N5GUZcOWO3bBgCMljzd0VJ84+t54bWBgQKILALQdttJKsVwlesxTbCWijnANFtIeceP48c8/++zt9rFZIiwSAFKpFGIZCeGEi9rxACtZsjG7io6nQqKLiL8kR+TbNIutFMuJTwbjw+MewiWtXl6BtLqTPsbYyrZzVIatrIl1SyjBVoIw+iUYWynPkbGVXjt2SeJoL2wlDia5XA6qsxrRIhKJEAJbMbZS7kOxExOQTN7/wOLpBqvnEVt5IpOJxmLncrmjqdRz4+NPP/HEiUzmrw8fpj3PjY8DwLlcblrXj6ZSR1OpWVUPDtvR42l4aOrI7vIZT3qkYRgAEAqFotFoMpnE52KTyeTevX+XSMDu8uk9U0fsuNDpFBOFKCWczaOR6eB0GvZMHdldPt2gOqayUfxIJBKPxwuFguiI+8XguxZfXLGtqJzJZBJn82JM+3HsSGwTTyJbA3rVPZpxbHQFO8Bx3+Wndi12eB1lO5pGg3QaDtz44c6FU547mrBuVMFEAnYunPrctaflNalp3EgkYNfii/suP6XsIiYS8MDS6U9eTCuYW0MVIrm7fEa9o83c5EzWVrWfDdvUsUsSh1d53Kajm8QhDiY0qxEtRAQ27nzwwb/Zd/mpf3v1OamzeVCArSTKTT01i60kSOXFagZaJSLKjXvh5DWXyxHtkTboKXs7cURYZCaTiUQipgPi8TgagYUsSY+6rxjcdCLhL0XHfD5fEMCj9FT7iuVH5JOu63iHmGphM44DeR75pHfdoxnHRlewAxwJVqBM3dCqRLnxVvXIsOkq5cZjP0GmcSNdpdzIczQpXaXcKHMkyo1iR5u5yRM1lQ3b1LFLEoekPF5PbhIHDSamWQ2p5kBHlBupkr6GPplc4cVSqHrYSpzTizDK1zXtimFYQZYt10NTXr5YCrFHhw4dwgUnqVQKN77+9TC+2OKvbASh0/FrIF3Xg8GgpmmFQgHj42uksPOJBwPAnqkV3i5hLVs4HNY0TdO0np6eQCCAO4PBIAAEg0Fch4Pn7pmy+yIJ/AZA07S9e/cCANWi2Th2JKKmPIlsDij5bR1d6LjvsvQXS0Gr66jAUbQDgAM35L5YCiygTHyx1BFZbuZxI1F9sdR3pDmCpY74YqlvyHQURS+WUuxoMzc5lrlVbWfDNnXsyAGnhqPkF0uBd4mDBhNxViNOq2r67rus4sVSrV9DX1Ptha0Er9fQ15Mna/g0TQuHw5Tb6hk5W0hnP7j7NXPy1t55HlnNUshajnKXQrbcUcEaepNjN7SqpDX09ezUrKE3OcpeQ2915DX03krNivaWO3ZJ4pC9ht7k6HniaDzzQUcFa+iVYCs/9el3R+8HgIemjhyz911VeWlpoVTq9/sllc1bYb3WT036bs7Oj0YAYM/UEc+/laOY/skcrBucHxmV4UJG/qlJkFAdIfjc/Oj9joN7FUdBZKnt2eWOfW+81lsqetsBGjt2Q6uuufBq39LC3N3SW5WCD/z8bKm3b3HrR9VUEAD8k2eX+vpLH/6IQsdcZd3A7Oatn7yYlroShuIPnX9FtaP+Cvgl5iaSsmzYcsduGHBk5PHGjuoTR98br7214TbZHHol2MqGWj812eoiuFVvcX791GRvcb6nUvFPTQKArzjv97peFNNXqUBx3j81KcOFjHzFeZBQHSF42U1wr+IoiCy1PbvcsWeh2ON1B2js2A2tCosLalqVgveUy2srpbXSxjSro69S7lko9ip1rFSK84MXL/iK84MXL0h1xPgtcAS5uUl0VJMNW+7YDQOOjDze2FF94liSZyBIxYS+tGbt/0xPAMCNBOCGKMRW/vXhw3vi8SuGsTEUoqdjxWOQaFkPW6llszVPVKNrCfj7dGH5TbFnCgAwm4BX0zWeljCpJscNBPJjPB4n/tGbD731xOPZaDRKb6pb0YXim/hKBJEEgThJGMrZZ7a/mi4svy6ufnUouGEYIrYSqlAncT85UvA1F342aQlOMaPRKAhkTFqshs+grBinsYgKig+1YLPTTjeRTcJ2mP02tWdz3cOBHdzaOI2vYDs6Ehps9m+3v5ouLL/wz4Wj2OUo+KVLlxp0DDd1NPVw600k9kmML7tVRc4sxl9+U6xHjhSfbl6sIzUpCG+K9aSC1nGPWhW7DQhvipXUUanWsyeXHelNsYU/3HD6L37huSOJ4tObYtU5Vt8U61WriuBjcQMHVRDe2+qJo5W5TKmZeo63jiTrZAAdFSQOb4c4+45iHd1n26YcXSYO7BuFQoF6C9xK2YbqdGt8fPzNo8Pf/C8/SPzll6F03fN6mSSRcjMxATt2vPdrgzX0s/n8xlBIy2andf2ucJjAlC/+4z8eTaW0bBYAzuVyz42PmyiWz42PI91yUtO0bPZEJnMik9GyWfEYBXo8DY8J32faX5VVk+MGAvlRpNF/5jPf/7M/G23KRcQnQXUGTxYm4iRtI5xrRSMKbsJW0oZpPxagcXBTgSkCNQiV3GYha4qooGKz0043ka0uUIWduQ9oR+4bZ5U70iXzytGKGMOEKqljmHq49SayYvLc17GxxJtLhqMYHwBCoZDn95pJ1nHP826zoqjWJkdcay7FsiokSLbQ0atWteYU2YOqlbmsrOdYJwPK+qrs+9Eq9XX00NFK6DZZgICzLBQKx4594JvfvIdOl7qGXu4n9BMTEA6vQLnZFon8Yzr9YDyeO34c9yCYclrXS8XixlBoKBAAgGgshjN7ABiNRnF7plDYPzZ2NJXCOPgQLf5Kx6jR42l4aGfTlJt6HLdgMEj3mIhrjEQmE4koPmWfPtNE/Hg8HgqFUqkUfS6IvVAkTorb6TTs2bnCo+4U3IStJKiTuF8swHLwWk+1mxqEIlCDiKCoBnEai15QVXNn4xLal0jKs9Oe7lWjcTrOUVQ6Dfs+7pZyU/MeJF4q1OwYLuposrPeRJqmkTUoaVW6ucjxwA4vKTcUnwYBU5MS5Sb9vAd2UGvcEy8oOiLlJv2SN45Wia267Lh0unJx4NvPq6PCI+VGsaPN3GRHNIRaN4Ba1XY2tCO6ajUpzzIcSeJQIPZVBYOqt0OcHdWoo3zKDcll4qC+YRo5xUpRWsSdu3bp+55XQblp/Rr60Wj02XR6YyhE1HkCU75VKq3p67tiGHAruZK2iW6Jb6fCX4cCgZlCYRVyLRsL2Uaapg0PDx8/frxQKBDkESzYtWYl4ikRK4lfFYmoShO20r7EEzVN27JlCxY1nU7TfrEAdoTtcPjwYYyATChsEBF/6VjY2oZhiJypmswpx3J5yRzIxAbtSEfw+jKRRO5YPp/H769kOw4PD+M23URQRbV6bldP+E2xvItI8WkQMN138kSOpguqQLJbtRtEQ6h1Q5IjXTWRuaymr4pS3FeB69iMqBOK97imafjxVjQa1XVdTItY04sefVrRWKsUW2lTq4du6RW2ckX4UZdgK1XiLxVE7h76WPtiK6XeF6vE0Y4YWynJkbGV3oqxlTIdGVvZnBhb6YFWCd2SsZWOgjO2Upa6x5GxlTIcGVspx5GxlZ6JsZUd58jYSg/U+iU3jK20KcZWyoijIHKX0ccYW9n2joytlOPI2EovHRlb2VmOjK30QK3HVnaAHGMrmxLFlITNMhlJYldRcJeYKq/iKIgstKdc+lgtR7n0sZY7usdWNuvYDa3qLbZyRTvwGltpx1E2ttLqyNhKD6UsG7bcsUsSh2xspclRfeIIHbhHAbZS4oQesZVf+9ryr/XW0Nvh0BNmHg8GgUwvHmai1NeD1nsuxFZ+uvqrg1VZBFxHlDv9GovFCKj8W7+Vf+ihg8eOfcCBC4FmMX5NYCoheNPpsUQC6B+vekbEzQ2HwyJam9jkRJuOx+N0cDodtRPc1Cwg8PIRAdtUHKswSC6Xy+fzIvQmFAql03E3ka2F9yqgHXnSOPZFHSmdjrXEkThWnjhScHyG0tl9saLEm51uTMMw5HXFxhLZ28jxeEayo+kikoWybtNCR2UQSXJR7yivVU03o4LraLoZ1fecbhjG2ytx0ABOKELTtApfY0LpY/t2/TOfefjVdcundzi2EgQOPQBEY7ETmQwADAaDAIBk+klNmw4G7wqHkWYzretIsTyXyw0FAsVi8bb3v/+irg8Eg7gHAPaPjZ3L5QaCQQz7O4nEoEzeiDNsJSkajSJezfQrsWkxzR879gFn2CzDMILBoIm3TXa4H6fmyIWww64SubnWh8dDoRA+CW49xj6mitqB8HMmvp4z3BUFwUZIVp+opjfReALSEq+pGhZYjcaR7EgdKRaLtcTRPbayZnDqb9D8fbGixI5BNyb+p1q3K8psVbGCIAFbaZXpInqOrbTjKBtbWcORsZWuZboZ5UEkTaZ0MypwbPmg2hpHydhKDxOHabZmnVbhRzPitArg6L7vqcBWSnyxlE0hhz6yd+9QIIBzcS2bvWIY07q+MRRCDv1AMLgtEgGAB+Nx/Ct9ij8ajS6USg/G40S9HI1GZ6oQUETaA8DF6jubVqdMKHf6ldi0uq67IS7hJ384KoEATI3H47Q/GAzmm2F9UtlMaG2KKZrWI+43FrUDbdTEAzcrCiK2qohU90Sma6pAnjROUxLJux0gqo547Zq9L+y4iMHxHpHaFRvL8wqyWJKkvq8qvhlZq180gIvTJ1HizEdxj5U7od+xA1Kpsy+u2fX4re9SFTUajeLcfSAYxEn5tuqkZFrXrxgGfug+LczINwpTw7l8nmj0tIf++rqmTeu6Aib9Ywk4NnLwlG9n+tb3kNnUoUOHAACB64Zh0K90gKZp0WgUvx465dt1cuRgsy4EYUVgKrJRM5kM7R8fH89mswhPTSTg5MjBU75dzVZH07R0Ok0xa5JfMfjpNQ+sGJzagTYQAYsfRduPYxIFwVbFnSJS3XHkmoWH99rTYfewKWvjOLiCzYpwwsocqVMlEvDCpkdOr/HSEasjXjtP7gtR4s1O5PvGXVFqq4oVRMen13/uzNrdUq+jeBHTaTizdvcPNxxQ1m3SaTi95oEXNj2i0vHF3l0/2pwQ36gqT7gA5pRvp3pHB7nJvkw3o+NsaF+mm1GBI9zacxQkjlqOSodx99m2WUc3iYMGcHH6JA7mohf22GPHHn5h0yPP3LEfF6LLU3tjK1E3rr7Tv84/Nzuz4c4PeB7cjjzEVs7MzPj9/t7eXuufvMJmNbAQjZyxq5oJzthKWeoex7bGVkq9E52JsZUyHRlb6ZkYW9lxju2NrVxx5sbYSrt6H1QqNyq+Hh/MqFgsaJWH2MoGRH2vsFkrQvvdsKuaCc7YSlnqHse2xlZKvROdibGVMh0ZW+mlI2MrO8uxvbGVK87cGFvZNmJspYPgjK10X1Qbjh0OWGRspQxHxlbKcGRspYdibKVkR8ZWeu/YpdjKuXy+KdykMjxlPbnHVhIbC/lHVvKjYRgOsJUEiywUCkSmw/j4IHYgEEDQUiwWa5YkRcFF+KMYHA8T8XwOMFXEl8RQBIryiuiH8aPRqOeswJaTuRQ4eo50XFFSsZXUpQ3DEDGy8mCg1OsIUBuNRhW3qjJspThigBIUIAHmcCBVia2EW7sNYyvdiHqOrutqrqP6vmq17mD6sPrEYWpVN4mDCo9PS1unbQTXjkaj+Xx++/b0gQN/QHXsOmzl0VRqplBAYOU7ly7NFArbIpG3DQMABoPBaV1HGM77h4fxmGldF2mVUmtUTy6xlSjx+VFxokxdpFlsJcEiTWQ6wjXSz1gs1iy7yoTUJOKeGJYq5QxTJXIYoTqh9xAuaYpPpfUEpLUqWGCSHT1HOq4o2dhK7AAmsiQdIKmOoVBI5LoqblVl2EoT35buNXnYSvE6KsZWmroNYyvdSEQkm6+jHIhkg76qAFtpRjx3Q+KQj60UW9VN4hALT7MREn3sKPp+5SuT+/64W7GVAEDAyplC4eFkcjQavWIYD8bjyLpBMCUdg6eItMq2k4l/RKismlQ7+yJYpImd5BKCaQpuika/ipVyxjckDiOF8hYiJnIe6yGoWA3UYcRD6tIiWVIqDJR6nch1VdyqyuyojsruNfXoWJJ6hmwHyxn12BNH9XlBfWXVS33i8LBVqfCm2Qh1FfHeV3w15X5Cj9jKnfv2P52+WW/JzWg0+mw6jdhK2onAyiuGAQBHU6m7wmFkU+IUHzGU4jFwK61SvR5LwMTIwUH9p3q65OzdYwCA9Lrh4WFCZYlUu71792LkcGRXeeRjOxIT9l3wOzVkb2mapmnagQMH8E8iWVLkOk2MHPTpr+jp4orVwbLRNgWnSuGfRL7hxMjBNRd+Npmebxwcv2MNBoP0vScAiBAxm3FWjG8qrfvIKEt7OuweLhxtXUHHEvuVGke4tY7ZTY+sN34xmb7preOhQ4fwPcrhcFjsJJ7X0XSPoBS3qmiHjs+s/9xv5K+cS89JcjTda+k0bPv47l/d9sH9iV94a0fXESwQydEdD9zYNBJLvC7vew+x26TTcHd0V2nzPTv+cEL2AhioLrOJ7t25sHmbUsfYzvLIvU3lpmZluo4OsmFTsvZV2Y6iuidxuM+29uUycYiFp9mIpmk/+tGPAoEAzuDp3kf92Z+NTmzaUSpd/40JQ+qSGxXYyp379j89cRPqL6Nvd2G9lh+KzZXAxVIwTdPC4XCw1kttKSY9lOPMpYGFaLT8ZEyuCM1Ux37wNRd+Njkx31RwGXEURBba0233aN6x6SvYXo7LzzZN3FTm2A2tuvxQ7Etzsh0pOD0Uq6aCIDwUq8yRHoqVvaid4tNDseocqw/FKmtVl9lw9Tt2SeLwPI83dvQ8caw4cwsduKdUui4bW9l6Dr17bGXL9YniyX/q39NbnO8pL5X9QwDw8eLJl/r3eOtCMX3zM+DrLff7ZbiQka84DxKq41VweYX0PLLU9uxyx57iXE+53Nl1VO8IN+d8FRWtKo5p5R4frBtQVEEA3/xMxeer9Kt2lDduWx1752fVO0rNTVZH2dmw5Y7dMOB0Q+JYKi91BYf+xshoq4vgVktT/hsjo8svlhoZBYDylH/e63pRTP9kDvr98yOjMlzIaPntEl5XRwg+5ya4V3EURJbanl3uuPx+kI6uo3pHfLGUAkcKPvDzswu9fYvSxjSro3/y7NLa/pJSx1yl3z+7eWv5on9281aJjtX4Q+dfUe2ovyI1N73nqCobttyxGwYcGXm8saP6xNH3xmvyLEgSP6EHQGzl8pKbeuttrNjKu8LhxmFbzqm06rEETMDykhv33+BYuUi4qv7YsYeff/79+JXfDmhuDR9hmxDRSKBJK7cxHkdu4/L3bitWh9hwCG8SC08u4jEYHL9is9lWVDbDMCimgzimpiAIGj42R03hOHJNFwro86h71BPRx2KxWFNX0I1MjSbb0VTH7MzyN6eeONbEvFq7rod1tNLxRFCmmlYVmxRwDf3by0tuFDhW19AP/Oq2D+6/w+M19A0ccclNbEjWGnqrIy652QEq19B/aOG3til1jH2ofPe9zeYm+zINquk0OMuG9mW6/RU41hrGOy1xuJwPOJCMxGGijZNFJBIxzbVOnz54bjCGS266EVv5cDJ5NJXaGAqBgKqcKRSGAgGkVRKnEgAGgsGLuv4fH31Ual0a63EvsJUkKxcpFouFw2GAo4lE0hk2S8Q2EVlyBW6jveqIbDix8CLOUjzGGaYK20GM6Rh3VROCVoNO6Bpb2fH0MQVIR5PUYCvFG7BG1/WujiZaJU7rFbeq2KQgE1tZ0zEtE1vZwFE2trKGI2MrXcs0qCqASJpufzXYyo7nHbufDzQreYmDOiRZhMNh01zr2LEP7Pt4t2IrcXJ/VzhsQlUCwP6xMfwVqpzKmULhwXh8oP5TmO0oKxfJPeZJxCcRWdITbqOJDUdFFXGWLvlx1A7eAjdFeY6Z6wb6WIex+WpiXqWiD8lRJKB1WKuyWF5J/aDaQvJpB6szWrXelKnmXEuN5E7oEVv54ppdj6fhsUTtY0aj0WldR2wlzssfjMdPZDLRWIxQlVCLSol78JjWMisB4LEEHBs5eMq3E/+Jd6nx8fFsNhsIBIhfiXuOHXs4nYZTvl0nRw46dtE07fjx40iQxGUn+IlgJpMR2VUnRw6e8u2yU51Dhw4BALLhNE371re+hYXXNC1aXRklHoPBT695wH5bUTuIMR3EsYqqLDaFJ5FFVdvTm+7RQM6uoGNZG022I9xaxxc2PXJ6jfeOdANCra4ro47Uw6EVrSqyaxMJeHr9586s3a3GEb/yPrN29w83HFDWbdJpOL3mgRc2PaLS8cXeXT/anPjSH26QaFkVLoA55dup3tFNbmpK2Kous+GKMt3+ChyhxjDeaYnD5XzAmTxPHOKUSdM0goyLx+CMBR2fuWP/xATs2OGuGg21GrGVk5o2res23/n63Pj4XeHwuVzu4eqbStXrMe+wlQ3kFTaLsZWKI3cVfYyxlR3gyNhKGY6MrfRQXmXD1e/YJYmDsZWeSAm2cu+nXh/aCABfmH/hu/59psN+c/5d85kVgB7bNhUAqECP/RO812+Xz/zYt3NdedFXqcz3rgWA3eUzp3w7vXWhmP6lhXJPT9G3RoYLGfUvLfrA++p4FXw5joQ297z68oq66hzl9Bl27FTHW8Y06Cn2yhrTVpGjtHG7hmO5FY4yc1MNR8nZsOWOXZE4uiBVVSqVXwaHtl6/Dm2Prezp+eDmzQDQN9WPG6LmwLyn7VSeGpwbubdvahJuzpbD9wIATA2WR+712KYaszyZg3WD5ZFRKS5Vo6U3XoNS0fvqVIP3LLgLjmdNTZZvznlcSK9KWKOoMrvHKnCU1WfYUa3jwoVX+5YWVDi+N6adXerrL3/4I4pujdY45irrBhY2b61cHFjYvE2eIcXv11+p+FU7ys1NJGXZsOWOXZA4pOTxho7qB9W+N14bGBiQ6AIAqwFb6V6TmoaEnM3h8IPxOABo2ayIv0RsjhTvqh5rBltJtCN8Eg5RSgSqA4F/dOnSJXHj+PHPP/vs7eFIXzm8MhoMg4iox0QiQTQlEPiSw8PDtH4X7f72b2ONuU4UXFz7i3tMCCeqAlTfk3zy5Fh25p7bL79p4uIRygqbBUOJZCiKqes6oqCm7/zcmguvNoZPUVgq6tjYGNSCTBE68Jln4jVLaJWIURO9cAF0KBSKxWLpdPrHP/6D14diMuhj5IhGVIvjxz9/4bZ9njuaEKXYaZH+eeLE7+d8n/AQImmVCSt57NjDr67b49hRrIsINbN2Xbw9AeD48c//ZO0Djh2tOFpsRqi2JPVAumdffjnpLZoTZSW35vN5bI1nnol7gq003RricATC6Idj2uiOdTdCv+ktRJKGDrrxcaBD+K8MR5M7cet+/OM/ePrpITXYyu997/uFwszp0//fv/3bUjT2oYWt0rGVJkf32MqaPYfuR7o7Tp8+eOzYB2xmw6ZkHQFwtXdT+deNNd0mkoZxUTQoxeNxqalKlDjcYR1XzONe+YLtYdyU7KwTCbh1zgOWYRwnMF2HrXQpYtK/bRgnMpnBYHBS06aDQQDAif5isYjb07p+VzgclfBs9eNNYivpqhPnSPwr8Y/oAMzujz76RiIR9dtDgxmGEQwGqVchpFJ8YoPYfCKkD+3S6VhjrhMFD4fDeC6W0IpwopiJRAKPRGjUmoWiiYtHKCtTKKiSoSgmoaDs4K4oLKI/sZpQBzKFXvVKaJWIUYNbaVx4ifGAr3xlcs9/lsICI0cTABHg7/b8vfeOYgWJrogtCZDa9z0vIZJWmbCSAEfdOIp1EaFm1q5LNIZHH31j3x87d7TiaHG/yKm04lm9RXOirOTWeDyOreEVttJ0a9CIQRN6XdffG9MWT0uCSIpjFHWbRCIpzxGEC4obX/nKZCIRVYOtLBRmvvjFPwB44kt/+F/UYCtNju6RjqaeQ12U8gJmtGPHPpBIgM1s2GwBTCMA7m8q/zqT6TZ59NE3JCUOEg1KslMVyQTLXq6jZGylydHOMG7icVsnEqaJiqleuL/rsJUeijCXA8HgtkhkMBjED+lvXLsGABtDoY2hENHrWygRUYdaEVSHr1JqiilJpxA4ycT8IjafAyYmBReDiCUMBALY46129UQoKzGUSIaimE2hoMSwNQtAzeIA3GlqUvKiSyybs0aONQGI8uxA6LTWay1JNbGSjiXWRaxCzeo4hrqKsuJoUdSS3uJZG8jaLT0HyVlHG2xAakkHY1pTEo0cD3TORBeUCaQOVG/MtGY0SbKOAJ7c/nZkvU0UOGJNlSFB6aZQVkdSU46mIdE6kTCNYDXrpRhb2QlLbgBgUtMAYFrX8eVTuHMgGLxiGHP5/NzMzB/9j/9xIpO5YhgAIGP5jYMlN+I37/R5VSgUGh4exs/wxE+z6As4+1/5iQt79u7dS3AlAIhGo5qmaZrW09ND3xyJ5cE1Jw2+kzKtGjKtIqDg9GWleGS9JTdf+tKX8MNyqnUoFPrRj34UCARM6yIuXbq0d+/e//bfQhOwY8Wv6igsFWBsbEzTNDEyNouDJTfUpAAwPDx8+PBhsQrk9Wd/Nirpe0yqnakWx449/Is7fsdzR5MddlpsWAVLbqDa2rhQxOWSG7Eu1LUQjWrqurT0y+WSG3Shm4W6x9WrV995551gMEjdBgDwnk14/TZckqnPZ7NZbA2vltzArbdG4zFN6pIbuvEBALuN7CU3dGvgwJ7JfPbZZ29Xs+TmySf/XwD48an/z1N/t6RmyY3J0ZM3xTbuOZjR/tt/C6XTIHXJDY0ADvKvM4nvRAclS25oUJKdqkh0d4h1XIVLbkzJ7oknnvjYxz7WYM5jGsYps2Bfzc7co2DJjRLKzac+/e7o/QDw0NSRYyMHJdm1UFiv9VOTvpuz86MRANgzdeSko5rOzMz4/f7e3l7rnyimfzIH6wbnR0Ydu9gx6nvjtd5ScX70fmi+OnaCr1kozt29QvAV4/inJuHmnINCelXCJovqtnvYVKsc3fSZVeIo9b5YJY4NhPHXXHi1b2nBfudvLHtj2tmlvv7Shz+ipoItcsxV1g3Mbt76yYvpH22WCNym+EP6KxW/akfwu81NJGXZ0I5a5dgNicNxHnfs2Oyg2qArrngAOb614TbZ2EollJtK5a2LFwFgoVTEDVEjVmxlu8lXnh3Uf7oA0F8Bn/5TAIDy7PJGk2r0wluKWYFiqejTf+rYxY7RQqXSW6k4q46t4OWVg68YpwjQ76iQXpWwyaK67R521SJHN31mlThKvS9WiWMjlWd9+k8Xy+W13jnaG9MqCwsLLsc0W2qlI5SKpbUXzvWU59ZeOCfPUIyv3tF9biIpy4a21CLHbkgcjvO4Y8dmB9VGXXHFA6qOc3NzTZXUgaRP6GOxWNk/WDr1FgCUE1BKv2U6QJddAvmaT4CeLjXe0y4uso28Ci6vkJ5HVnbh2JEd28ux4yvIjuzIjuyop0tbEzu2DsozWZbEh2JNL7mVvTqqhTK9QFhSTdW4yDbyKri8QnoeWdmFY0d2bC/Hjq8gO7IjO7Kj6Niua+hRO3YAnH159u7tnTqbJ9E1k/3iYgUuso28Ci6vkJ5HVnbh2JEd28ux4yvIjuzIjl3u+J92Tvp6AUZHpWIrpU/oAaA8EHj1jCyOHovFYrFYLBaLtTq1NbFjcBDkUug7jEPPYrFYLBaLxWJ1m6Q/FLtjB0Dx5GznLqAnqf8Sh8VisVgsFou1mrVn6oivF6Ct3xSLy/9f6t9jeiyg84SPVpyc/2jH15TFYrFYLBaLZUeJBJwcOTgxetCEivFc0l8sBQDQu2b27u0g/5UBrRLVy6f/tBy+Fzq3piwWi8VisVgsO6KXZ/k+Mopz4jZ/sVRD+acmW10Et/IV5/1Tk77iPJSXylOTtMd6ZLlS8fX01AxSgcrS0pLP5/P12PrapNnj7WipvNTrq/sutMYn9vT4rFVbWlrq8dXYD9XyA8CaXoedsEFwx6IWaBC8sW+9prDp7vhcURWo9EAPBvT5fNjOPl+v/cjO2pZ83QR32THqBW+qbzc4uOY1qnm8m/7ZoCe4CnvruehSqZQ96XUsFovFMqnebFCGVEzoy/3+C+kJAJhPAG50mGYT8Gq6sDWxw6f/VD9ToD2mwzRNy2Qy8Xg8l8sFAgEAGBsbo7+Oj4/H43EACAZrvHTMMIx8Ph8Oh20e70z5fN5ZtGw2GwgEotEo7cECZ7PZSCQi7idh+QuFQigUatauZnBrE9kPRWdhCxiG8eSTT+7bt69myVOpVL1KQa2msK/GkW1K1/VQKITXMZ/PY5d78sknd+3aZT+ytSR2mlfTtHA4vGIXalxNNx2jQfCm+rZ4sKniNeNbg9fsQva7aIMmcnZpap6Lv+ZyOfe9jsVisVhW0fxQ/nulZE7ocbUQfbPQ8S+Wov9UGtSUki7OGgFA0zTDMKLRqGEY3/nOd+66665oNIo7cVoWi8UAIJPJlEolXddjsRhOHQzDyGazAHDixIkHH3wwHo9nMpl8Po8zobfffvvOO+/EUBQE4xiGEYlE0FTXdQAIBAL4q6Zpp06d+pM/+RP8l4N2ioXJZDIAQHYAMDw8fOnSJawaHoyH4YRM13U83TCMGzduzM7OJpNJsfzT09N9fX1UJE3TsKh4FtVI1/VoNEqtIQYXjw+Hw2IJxcqGQiEqczgcFssZDoex5Ddu3BgdHc3lcteuXRNLTu2AhRd9azYFNuyf/umffuELX8BpLh4QDAbpcmDAmzdvXrt2DcMCwPnz57Fg2WwWT8GZVjabTSaTGBbbDctsjazrOjYCFv6VV14JBoP9/f3keOPGjQ996ENiGdAOa5fJZLCDidUXL2jjeqVSKaoLhsLyaJqGFUFfDI5NR22IEahjoDVdwRs3bqxfv54ua72+Ybo6uq4nk8lcLpfP5zFgPp9/55139u/fj01KBaAy5/P5qamp/fv3G4aB5UcvbAcKixcCY4ZCoenp6Q0bNgSDQQyVyWSoC4n9ROxs0Wg0k8ngv3+6rufz+WvXruEIQCOGWDxnl2ZsbIzaFs89c+aMyYXFYrFYMmSaH0p9sZTch2InJiAQgPfNv7VzZ8fO5lHpNNz585PvX3q3QU2j0ejY2BjmUcMwcAacy+Xi8ThOl69evYrbOImB6rwBdfXqVXFPMBjEI++66y6cNFDMeDyuaRqGMgXByGSq63okEjl9+jT5fupTn0qn0+FwmI6xFka0KxQKOGPDP+VyOToS3XHqjNFmZ2cxlFj+q1evikXCyDSNoxpdvnxZrIgYnIpE0xraaY2MZbaWk0qIEQKBgFhysR2svtamMAxD1/VNmzYFAgH85w0PEJsRy3Du3DkKCwDnz5+H6owNT8FQeIy4XS+yWHfDMAYGBqhZsC7r1683lQHtqBj4V6q+2FAr1gu/eiLRTpwZRyIR8R8q8WLRwdQxTFdw/fr1pqrV6xvi1RkbG8P+LF6pt956i5pRLAAd8Mtf/lIsUigUEttBvBBUmKtXr4qVEruQaCF2tlAohP9s4GHhcPjcuXPUV8Uimdqz2UsjlryeC4vFYrFkCOeHgZdPBgJtTrkpFODX/g+cOdPh7JdEAt6+e887vbfbrGk8HqdP78bHx3GWEwgEaHt4eBg3aErU29tr+mJ9eHgYAK5du0Z7gsFgPp/HEzEUbn/jG9/ADTqL/prJZPr7+8l3y5YtgUAAk33NwogzJ7TD/Th1CAQCWMhAIIB76Jjx8fFisYjuYkn6+vrEIlF83Ek1KpVKYmuIwU07xRKKkcUyW8tJJQwGg4FAoFQqiSWndhCDNGgKnGB96EMfotmYeGmowPl8fsOGDWKbbNq0ia4ynkKzW6jO2+DWCbEpMk2pTc1LTfHOO++YyoB2eADGuXr1as2GslMvai7q1Xgwdjb8jFlsLowj/kqXXiz2z372M9Nlrdk3TFcnFApRfyZrn89n+i9ClGEYQ0NDVMKbN28WCgVTQ4kXhdoZPzXHnWIXIgtTZ8NlY/jvN/maOptYPGeXxtS2wWCwVCqZXMQeyGKxWCwPhfPDwvY9hQJTbla96ClmuDk7PxqB1VfTUqnU19fX6lJ0kfL5X/t8vfn8rz/4Qbefg4qh7ISdmZnx+/29vU4ebm6qMNa/zs/Po+8q72wNavH2228Fg+/z+/3NRrB5Yj25PL1mkVgsFovVWjHlps30HuWmUvE3pNy0Ss6nCSxHwgZ/PwBM3fAwlJ2wUq914wK0SzdrUIvNADBzDVaSNYLNE+vJ5ek1i8RisVis1oopNxL11a9+Vdf17373u6lUCh8Xw0cYE4kEPn+WzWaj0Sg9j/ijH/3o/vvvx5Wy9R4js0m5YbFYLBaLxWJ1iVRSbiSuoTe9E2uVUG6Gh4fHxsYOHToUDAZx6SrCH9LpdDweR+heIpFAakcoFNq2bRsiI5AcgpN+k0xvh10lNWWxWCwWi8VitUqm+aFUyo3cT+iX5/TFk7OraY6LD6RmMhni60EVxIHbIoL6vvvu27hxI8LsCBlpVToNe3YegfLs/GqqKYvFYrFYLBarVcL5oa8XQOZsHmRTblah8vm8pmmPPvpoOBwmFHc+n0fSM9KgSYFA4C/+4i8AIBaLRaPRbDY7Pj7e2vKzWCwWi8VisViiJFJuoPrlQnkg8OqZQmcvREkkYAJ2+PSf6rlSZ9eUxWKxWCwWi2VHOD8cHASYmJC65IaxlR5o9WMrWSwWi8VisVgqxdjKNtPqx1ayWCwWi8VisVSKsZVtJvvYSnqXpPhSSas0TcO3UWqaRqxM2ikemc/naz6naz9CU8J3WyLzB7fL5fLv/d7vOQ5ov2B4jPjsMovFYrFYLNaqlUpspcQJPSJu6JuFDl5Zjlgi+k+lXk01TctkMvj0LW7kcrl8Pv/oo48ahjE+Pv7oo4/ikblc7urVq/SqedoJAOKsV9f1epNgmxEMwzAd01hUftqmV9m7kbVg1rIVCoVLly4BAKJF3ZuyWCwWi8ViyZNpftje2MpAAGD+raWdcOaMVKsWK52GO+8/CeWlcsOa0vSUNnDaeunSpWAwmEqlwuGwpmnBYPDMmTPFYlHX9enp6Q0bNtAUVtM0wzCi0WgoFNJ1Hen4+Xy+UCiEQqF/+qd/+jf/5t/Yj5DJZPBnMpn8kz/5k9HRUaTv4wEYh1hAhmFMT09ns1mc0xuGkc1mAWB6erqvry8SidBZVLVQKERlCwaD+H1CLBbLZDLBYDAQCOApAHD+/Hnc1nUdAPCYUqmk6zruvHTpUjgcjkajqVRK5I2yWCwWi8VirU7h/LCnByAAXnwEWldysZU7dkChAL/2f+DMmVvQ+p2nRALevnvPO723N6hpNBodGxuLRqO0AQCxWCydTtNsW1xSghPrq1evhsNhwzBwZy6Xi8fjtG4Hf+K/B/F4/Nq1a01FwGPGxsbS6fRtt92Gh4kH4PQaqh+il0olOpGm/levXo1EIqaC4bt1xbJhKAqo67p4yvnz53Fb1/VIJIJv6r169SrtpH+BAoGAiwvFYrFYLBaLpUg4Pyxs31Mo3PK6Vc8lcUJv+mbB9LqsTpJpjU1TNcVpPU5qxWn3pk2bcDVLX18fLbgfHh4GgPHxcZzv0tQWP/zO5/MbNmxoNgJ+fB4IBPDzcjwMD8BjcAoeCAQwPkZA4XZfX58YlqbsuJPKBgAUkObrYknIlD6/L5VKdICu654s72GxWCwWi8VSINP8cPl1q3LUemxlB9BgPl48+VL/Hl9xHspLZf8Q7fEk+MLiQm9vr6+nxr9eS+Uln8/XAz2OIyzHWVrq8fUsLS01Pmw1qFwpA/T4elaoMovFYrFYLFZrRbPBrsBWzo+MtroIblWe8mMt1lx4dXFkVNzjXvPz8729vX19fTX/WiqV6v3JZgQKsuJhLBaLxWKxWCybwtmgmk+u+U2x3kisXWfXlMVisVgsFotlR53wpljUjh0AZ1+evXt7x89xad18x9eUxWKxWCwWi2VH/2nnpK8XYHRU3mweFEzoAZY/oZftwmKxWCwWi8VirSptTSx/Qi/VZVU/AclisVgsFovFYrEaiyf0LBaLxWKxWCxWG0s65WbHDoDiydkueE6U19CzWCwWi8VisUTtmTri6wWQ+UQsKHhT7MQEvNS/p4PfKoVCss3/7/pvdXxNWSwWi8VisVh2lEjAyZGDE6MHpb5VClbDi6U6QFQvn/7Tcvhe6NyaslgsFovFYrHsCGeD/qnJrnixVAe8KdZXnPdPTS6/KXZqkva0uly1VYHKwsJCb29vr6+35gFL5aWeHp/9t7EuLS31+Jo43m5Ye8VY0b0ClaWlJZ/PZ30JboNz7TdCU0FWLG2zjW89vd5ltXm6G3drGZoqjyeXw37ZnB0ALjp8zeD1opmqbD13xTZpUBf77Wm6fTy52W1eaJeduamS48E9PT2VSqXmWFGzhA5UsxiNY0q6L0zN67i1Gwywy5FvLX8TQ6uNI1ceUasH3DIuOb6FbZxIDVIpV1oyoNkcUlhqpHI2qGJCX+73X0hPAMB8AnCjwzSbgFfTha2JHT79p/qZAu0xHZbNZvP5fCgUikajNiMbhpHP58PhsGnbjcbHx69evbp9+/bf/u3frumVSqUikYjNQhqG8eSTT+7bt89+pRqEEiuYzWYDgcCKYVcs7fj4eDweB4BgMGj/XJvujYNY/7Riae371lQ+n7dWU1TjHtXUpa8XVixDg/I05e6yWUj5fL5QKFjvI7o3w+Hwig3ouMNja5gqXq/Wpv3WllyxTRo0vv0LTbcPtls2m7WeePjw4WAwGIvFstksAEQikUKhEAqFsKbBYNA07tm8ZVbszKKs3clOyU0Hf+973/sP/+E/wK1jxYrjks1RGv9UsxiNL4cn94W1kKFQCKtp+rVZYdNdvny5XC7XrLip/Pb7XoPa2c9WdIDYnRwPdHZOpI6XTqdbMqDZHFJYakTzw0H5XhIn9O+tFiqenE0AdO7Torhu3j91BMqz8w1rahhGLBbTNA03cBqBye/tt9++8847o9FoKBTKZDKYIDOZzJUrVz72sY/F4/FMJlMqlXRdj0ajmqbhAQCQyWQoiK7r4XA4Ho8fPnw4mUxmMpmxsbFMJmMYRiQSMQwjGo0ahnH58uVdu3ZhMaLRqK7rAKDrOk5osKhUyFQqFY/HcQAKh8OGYdy4cWN2djaZTKL7tWvXdF03DANPxKLm83kAGBsbI5dMJoNDmK7rOLZiyl9YWNiwYQNWliqo6/qlS5ewMBStUCiEw2FN08LhMFX54sWL2LAYDRsHf8UmMgwjm83iX7HNDcPAwmOtqeQAgEbDw8Poji2D05RwOHz06NGdO3divWg/BaEC4Fl4dXRd/4d/+IdPf/rT+CsA5HI5U1sFg8FAIIBNMT8/b7oEN2/eLJVKZIpXNpfLYVGhmtvwclOr5vP5d955Z//+/dlslq5UMBjUdV3sUaFQKJ/PY7FDoRAAnDlzxjAM7EJ03YPBIHVI8dpRawMAdj8sEpVhcnLy937v93AbADCXYJFE91gshrm2qctBPQEbx1Q27KVogV0FZ5Znz569//77dV2nO0i8N7PZ7PT09IYNG9AXryP1Ybw3qcNTI+D+mi0jFkDX9Vgslsvl8EZr3H9wv67r1Nmmp6c/+tGPYpmz2Sy2iWkw+eUvfzk6OopFom5vbSKMn8lkoDp5NVWTwuLtE4/H0+k09hBr3WnKLl64WCyGVwc7PBXbzi2DtRavBTaCONbhgIkVx46NrdpUybEF4vE4Hnz16tXvfOc7d911l1ikBuOS/VEaj69XDAA4f/68dbzFWuMpzz33HFk0NUzRjU93KLrruo49iv4UCoUKhQJU/5Wi/EI3CCURaw+hro63ns/nowKYBj2x74n3uKkTik1NXul0Gi8x3mj4Vwyu67qY8vCyip0NAMrl8ujoKDaUeBVMGc1+uhFPtHY8bwc07FEnTpzYvn27dUCj8YRuIiokZVi6uWg8B5Z80fwQH4oFmTB6xlaqUzgcjkQi6XQ6l8tB9ZbDISkej2uaFo/HKSlSUl+/fj2NCFevXqVj6AAxyOXLl/HgsbGxdDq9d+9eqA7EuVwOz8XpIwDQHl3XI5FIsVgUUzIVEv8HwPLjKbOzs5FIhI6kiT56UZEwN5ALTkPxSPyJf7py5UokEsFRjCqI/5mIFcRoOLkUq3zt2jVMM2SE9aUmwgFRbHOx8GLJyYjcMU/g8YFAYHFxkUqC0bDdxOpQe2KNdF3/1//6X9PFAgAsLbUVHkNNIX7QgmU+d+6caIpXloqH1aHLLbb/W2+9RYUXO5XYo7BlxI5HBROvO51runZia2MELBId+c4774hXUGxPchc7c1OXg3oCNo6pbNhLxa5CydV0B4FwbxqGcfXqVfLF62hqIurw4v56LSMW4I033qCKr9h/isUizebpoohzfZrNgDCYTE1NiUUy3T5USPFa16wmhcXbRyy2te4AQB/Pi6UFgGAwSG27YpXplsFai9eCwooDJjUI/nRWciwqHhwMBsUhqPG4BM2M0isW4/z582AZb8X+ef36ddMFtTlMmdqHbgGxR4m/RiKRmzdviiWncaZxD6HBZHZ21lQA66AHlnvc1AnFphZHCbzxqToUXEx5JiNscMMw3nnnHWoo61gh9jGb6UY8sWbH83BAw2uEgw/UGdCox9bLsHRzmXomqzMkcUKPC/+JctPB+BdE3JwcOXjKt7NBTTVNKxQKgUAgEAjQd2T4TzbebOPj47hB914gEJiamsLTA4FAqVTCY+gA/BMFeffdd3FPKBQKBAI0rODnHxQ/EAiIe/L5fCaTueOOO2gIHh4epkLGYjHxw/vx8fFisYinU6mwAOIYgXtwG13wQwtMw/jhAVTX/9Cn1FRBrB2VB6OJcxGq8tDQEI2PdO7w8LDYRGJ1qDXEOKaWJHfKc2Qt1gvbrb+/n3aK7YlZZ+/evT/+8Y9BSJxYWnKkGQM2rFhrLPOGDRtEU7qyFGF4eFi83OgbDAZ9Pp/1w6GbN2+KPQq9qN0A4Nq1a7ghXnexMcVrR62NocRmxJ/YN6jdqD3JXbwuDi6H6YqIZaNeKt5iAHD77bfjl9Qg3EF0bwJAX18fnULXUbx3qMObmq5my5gKgP2cPgdt0H/6+/v37t07Pj5OV7BcLsOtc3pTA2KDi0USG99UyOHhYQxVr5qm+4WKXbPuw8PD9FX+8PAwfl6IEw6xbW3eMlRruhbUCNSYfX19WELq2DQJs19ycciig01Fqjcu2Rylv/GNb1CTNmjATZs21RxvqdZvvfWWqRHA9jBF7UNzYiwJ9ihqOjwLv2SAW/9ZglpJRGxncTApFoumIcs06FHfEy+otRNSU5MXVZDsKLg4Bppmq1SYf/Wv/pV13DBlNGgm3ZhSoTXFeDigUbPXHNDg1htZrB1lWKjeXNbOz5Inmh8i5UYq6Kb1lJtV+/CofX28ePKl/j3LD8X6h2hPC4u0tLTU4+tp8GhXC7WwuNDb27s6y2bS0tIS9MDS0lLf2r5Wl6WRal5uGYV3ee1cFqnx6a3tV23Rq9uikB2mcqUi+zHEdhmmpMpOylttDbWaBzSWV6LZYFdQbuZHRltdBLcqT/nnR0b9U5Nwcxarg3taWKRSqdTXtyrGLKvm5+d7e3tXbfFELS0tzc/PDw0Nzbe6JI1V83LLKLzLa+eySI1Pb22/aote3RaFZDWrdhmmpMpOylttDbWaBzSWV3pvfihfEj+hh+o/IuWBwKtnComOfllsIgETsMOn/1TPlTq7piwWi8VisVgsO8L54eAgwMSEvI/nQfaEHgB27AA4+/Ls3ds7fo77n3ZOws3Z+dFIx9eUxWKxWCwWi2VH/2nnpK8XYHRU3mweFEzoAZY/oZft0nItc+hzpVYXhMVisVgsFou1KrQ1sfwJvVQX6Wvod+xY5tB3/OfWe6oc+o6vKYvFYrFYLBbLjvZUOfRt/Ak9r6FnsVgsFovFYnWnlK2hl86hJ3U8h57UwTVlsVgsFovFYtmRaX4olUOvAlvpK85vTewAAP/Uka2JDuTQDxZP/u87lzn0//vOAO1pdblYLBaLxWKxWK3Re7PBj0hHmbclh/5XvzIAABGt8/PzADA0FFhaWiyVSn7/wPz83ODgUD7/azz4zjs/0NvbCwAzMzMLC6XbbrsdTy+XK8VicWRkZH5+fmpq6rd+67euXn0HAIaGhq5ceWdgwF8qLdx5551LS0sLC6VSqTQ4ODQ0NFSzPKuQQ89isVgsFovFaqGYQ7+CUqkUACSTyT179sTjcQAIhUKapu3du3dqaqpUKiWTScMwMpkMHoZnZbPZTCbz7W9/G09HhUKhUCj0pS996Sc/+Qnuj8Vizz//fH9//6VLl+LxOL66fO/evZFIJJvNAgA6msRr6FksFovFYrFYopStoZf7Cf3yaiE5lJt8Pk/b0Wg0GAxmMpkNGzZs3LgRAEKhkOnIfD6fz+cNw6D98Xj88OHDjz76qBiWDigUCtFo1DAMjJzP52OxWDAYrFmYdBr27GTKDYvFYrFYLBZrWTg/VEC5af2SGwfCCXomk0kmk7quA8Bzzz03MjISi8VGR0f/4R/+IZvN4vQdADRNy+VygUAAP24fHx/HIKVSKZ/Ph8Nh/NUwDDw+EAi89tprW7duDYfDhw8fDoVCw8PDsVgsGo1i2LGxsVZUmsVisVgsFovFqqG2XHKzCsVLblgsFovFYrFYohhb2U5ibCWLxWKxWCwWSxRjK9tMjK1ksVgsFovFYolibGWbyQG2Mp//9bp1/r6+vma9ZmZmTPRM6x5v5aCodk5ZWlqiw/L5X1cqcPvtt7u3mJmZ6evra6q01lOaCi62P203viimODZb2HqY415k38IkB83riWR0QuqBfr8ft5vthDWFTVQqlZw1lMsWdjMaOLa2eaLn3VX20OdG1jbxsLRNtaT98c2BnN04q2f0tnOAJ4NDq0ZOVsvF2Mr2k5019JlMRtf1YDCYTCZTqVQkEolGo43D4qO64pO7ly9f3r59u/jXUChUj73jTGSKG9ls1k5RRdmp3fj4OAJAM5lMPB4vFAoimMixhc2GFZXNZgOBgHhKU8Hz+Ty1P27XvEx0EUXHplpYdG9w4uHDh4PBYCwWQ8pqJBLBtsVTgsEg9hnxLOqZeHyDkljbyiprfR1IQSekHhgMBnG72U7YwLdQKFgbKpVKBQIBAAiHw/UKZqeFG0jsjVZZxxPxVwf3TlNldhy/nhpX1r486bEmWe9W9wM1lbOplrQzvjluAWc3zuoZvRuHQnkyOHje+VltJMZWtpnsYCvj8XgqlSIuvq7rZ86cueuuu6LRqKZpwWAwEAgYhhGNRkOhUCaTCQaDuq6HQiEk+cTj8Uwmc+XKlaWlJYRp0l/ffvvtD3/4w7FYDM/CDcMwIpEIBtQ0jZIf7b9x48aHPvShWCymaRr+6vP5AABHrnA4nMlkcAjTdd0wDJwUUvEQClQoFMLhsKZp4XA4n8/juRcvXkQjPOXGjRuzs7NYcfSKxWKGYWSzWUQP4dRzenq6r69PLDM2FMah4FhBAMjlcsQYjcfjGARLq+s6Dp3ZbBbLgGFjsVg6nQ6Hw0ePHt25cycADA8PX7p0iTKZGESsMl4CCh4MBqkY2Wx2enp6w4YNABAMBkOhUC6Xo8sklp9CkaOphQHg7Nmz999/P5VT0zScdGLB8DDsCfUuDU3ZqeMhcRUvEDYaltzaM1OplCng+Ph4MpnMZDJjY2PZbBZLTheRiK4AgJNv7HvUf+p1QqymtefjMfU6Id0vK/ZAdMnlcuItZhhGMpm09kC8Rk11Quxg2Ix402EVcM9Pf/pTv99fc3o0PDxMkC7cI1Zf7BtUToRrAcDY2Njhw4eTyWQul8M92BNwNoaXKRgMUm+kW4D+ZB1PSqUS1oU6DBZM13W8pwKBgNjb8a94LpZBvINwJ/5PSxcFt8Xbinqd2HTiuIcHWIcm/BPVOhQK4T9O2EpUSLGcNVsSS0W1pnYgMHHjU7Cr0BXPZrN0y1DPAYAzZ86Id6uu62Jp6ZpiNLxx6IbFyta7s6A6+lnHZOqf4XAYr6B4z1KVTadnMpmf/exn//k//2e84lTZS5cumW7MsbExsW3bcfRGTp2ptU2h3NcRezLdpwBw/vx58RKwukfKsJUSH4plNVY4HD537lw8Hqf5Si6Xo19xD1SB+jT2LS4umv5qGMa//Mu/RCIRHDtwPw6CFBBzqmEY4v7169fjwfjr7OxsOBwuFAogUPxxA88Vi4cB8WBM+ZS24/H4tWvXcNSjyJFIBAPmcjksJM59oToJNgzj6tWrYpnRhUZzCk6jM+6nxtF1PRKJFItFHLINw8A9VGVqnEAgsLi4iOXHzEcXhYKYqmwKTqHQ/erVqxjNeplwD87yKZToKLYwnU7lxIZFdzqs8aUBAPp4XiwDNnU4HI5EIun6/16bAo6NjaXT6b1792KpaDIh9jSsu7iTLl+9ToiX0trzxX5l7YTi/dK4B2IxIpEInYKFqdkDHXTCy5cvUwegKlD1/+Vf/qXeh534fx0Wm/ptzb5BAcWa4uXAY6jzRyIRukym3kg9x3ppcOfVq1fFnkMdBr8+wmYHobeLvtY7iC6xeFEikYjpthILUHPcw+Px/0/T0CTW2jCM8+fPU/HEQooW1pYkx0wmg1O3q1ev4jG4p8EpUB0lTp8+TceI44xYF/FuFUsrXlOqLHU2unz17iyojn7WMZn6J/UuumfFgllPv+++++iK0/6aNybcOqS04+hNtajZjb2qI42Q+Ov58+et9xqL5aHkTujxy4WX+vd0PPglkYCTIwdP+XY2qKn4JiwACAaDpVJpfHyckPlXr17FX+ngmzdv4liDpwQCgVKpRP/3418BYHFxUfw8AI8fHh4GAAqInyKI+9955x06eHx8vFgsYoRAIEDzJNygyBSNdopTTNyTz+eHhoZofMTIaIox6btd2okbfX19Ypmp1riTguNOmv3QYfl8PpPJ9Pf37927d3x8HIdgikC+VGCxuShRURBTlU3BxXbGktPx+IkjXibKQBhfPLFeC2/atMlUTrEidFjjSzM8PEzf7Q4PD4fD4Ww2i9MITdPwY8J6PdMUMBQKBQIBcbKFp4tf0FO3wZ1UtgadMBAI1Ov5DToh3S8r9kDqIRs2bKBTsDA1e2CznbBUKlEHoJuRwgYCAbFTmZoa21M8V6y+2DcoIF0Uuhzi5HV4eFi8TNQbxZ7TYDwx9Rz8aywWw4/z8XsPqDVprnkH4SUWLwp+KSHeVuI9C7XGvX/5l3+hj+rFoclUawC4/fbbsZXwxG984xume7NeS6JjPB6Px+OBQKC3txePoT31ToHqKHHHHXeYOpKpt1+7do0KgO1DpRXDYjQaLsQ/1buzxP/9rHdEPp9/9913qfp0dehI6+mBQODDH/4wXXHxYNONCZZ/nNpu9KZmadCN3dcRN/7X//pfYj8ULxare4Tzw4nRg1IRNyB1Df17S4V618zevR0A9kwdOTliptx0gLBeyw/FjkZg9dX07bffCgbf5/f7W10Qdcrnf+3z9ebzv/7gB9v7E5HWViSf//XatX2e9Jwu7ITKVPMyqe85Lb/E+Cxyq9xZXqljRm8Wi+aHvo+M4pxY3jJ6JZSb+7cPTkwAgG8HDFrrIfUfFiXy9cLgIMBHRudffnlwUNizanTnnYE1a3z9/a0uh0L19w/Ozs7eeWfb54PWVmTNmnX9HvWbLuyEylTzMqnvOS2/xIODPJvvBHXM6M1iLc8G5woK5rqtx1bKfUZAjXYs1+Kf16//37A6O1ZXvVbTPxeKtAbgfa0ugydqbUU8nJt1YSdUppqXSX3P4UvM8kQdM3qzWCpngxLX0JtWC0mF9bRW3VNTFovFYrFYLJYdqZwfyuXQAy6omZyE0dGOn+Pu2AHzL7/s376942vKYrFYLBaLxbIjNTNh6RN6gC76yPr8+vX/240brS4Fi8VisVgsFmvVSP5MmDn0LBaLxWKxWCxWG4sn9CwWi8VisVgsVhuLJ/QsFovFYrFYLFYbiyf0LBaLxWKxWCxWG4sn9CwWi8VisVgsVhuLJ/QsFovFYrFYLFYbiyf0LBaLxWKxWCxWG4sn9CwWi8VisVgsVhuLJ/QsFovFYrFYLFYbiyf0LBaLxWKxWCxWG4sn9F7qN37jN1pdBBaLxWKxWCxWd4kn9F5q8Ny5VheBxWKxWCwWi9Vd4gk9i8VisVgsFovVxuIJPYvFYrFYLBaL1cbiCT2LxWKxWCwWi9XG4gk9i8VisVgsFovVxuIJPYvFYrFYLBaL1cbiCT2LxWKxWCwWi9XG6qlUKq0uA4vFYrFYLBaLxXIo/oSexWKxWCwWi8VqY/GEnsVisVgsFovFamPxhJ7FYrFYLBaLxWpj8YSexWKxWCwWi8VqY/GEnsVisVgsFovFamPxhJ7FYrFYLBaLxWpj8YSexWKxWCwWi8VqY/GEnsVisVgsFovFamPxhJ7FYrFYLBaLxWpj8YSexWKxWCwWi8VqY/GEnsVisVgsFovFamPxhJ7FYrFYLBaLxWpj8YSexWKxWCwWi8VqY/GEnsVisVgsFovFamPxhJ7FYrFYLBaLxWpjrWl1AQB27Gh1CVgsFovFYrFYLAmamFBg0lOpVBTYsFgsFsu9Dh06dP369dtuu23Lli1f/OIXGx98/fr1P/3TP43FYrFYTNz/5JNPvvnmm1//+tdxY8uWLdevX79+/fp99933k5/8BADsBGexWCzW6tEq+ISexWKxWLa1ZcuW++677/vf//5PfvKT73//+wCwbt26D37wgz/5yU/uu+8+ALjtttv+3b/7dwBw/fr1LVu20IlPPvkk/vUnP/nJbbfdBgCxWGzLli2HDh0CgK9//eu4gRbKq8VisVgs5+I19CwWi9V+euKJJ2677TacwV+4cOGLX/zibbfd9v3vf//NN9/ET9kBYMuWLeLU/M033/ziF7+Is3n8zP622247dOgQzv5RX/ziF7/+9a9ns1m1tWGxWCyWK/En9CwWi9VOuu+++3A6ns1m33zzzevXrw8NDeFSnFgsdv369Xon4vT9tttuo2P+/b//97TM5tChQ1u2bMFP8fkTehaLxWov8Rp6FovFam/96Z/+6X333ZfNZr/+9a+3uiwsFovFaoFWwYSeKTcsFovlQouLi8VicXBwsNUFYbFYLJZFTLlhsVgsFovFYrFYjcUPxbJYLBaLxWKxWG0sntCzWCwWi8VisVhtLJ7Qs1gsFovFYrFYbSye0LNYLBaLxWKxWG0sntCzWCwWi8VisVhtLJ7Qs1gsFovFYrFYbSye0LNYLBaLxWKxWG0sntCzWCwWi8VisVhtLJ7Qs1gsFovFYrFYbSye0LNYLBaLxWKxWG0sntCzWCwWi8VisVhtLJ7Qs1gsFovFYrFYbSye0LNYLBaLxWKxWG0sntCzWCwWi8VisVhtLJ7Qs1gsFovFYrFYbSye0LNYLBaLxWKxWG0sntCzWCwWi8VisVhtLJ7Qs1gsFovFYrFYbaz/P9bLYb9zXDsVAAAAAElFTkSuQmCC\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x10513dc70>"
|
|
]
|
|
},
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"im.reset().debug_tablefinder(table_settings)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"table = p0.extract_table(table_settings)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"['NICS Firearm Background Checks', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n",
|
|
"['November - 2015', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n",
|
|
"['', '', None, None, None, None, None, 'Pre-Pawn', None, None, 'Redemption', None, None, 'Returned/Disposition', None, None, 'Rentals', None, 'Private Sale', None, None, 'Return to Seller - Private Sale', None, None, '']\n",
|
|
"['State / Territory', 'Permit', 'Handgun', 'Long Gun', '*Other', '**Multiple', 'Admin', 'Handgun', 'Long Gun', '*Other', 'Handgun', 'Long Gun', '*Other', 'Handgun', 'Long Gun', '*Other', 'Handgun', 'Long Gun', 'Handgun', 'Long Gun', '*Other', 'Handgun', 'Long Gun', '*Other', 'Totals']\n",
|
|
"['Alabama', '18,870', '23,022', '22,650', '859', '1,178', '0', '14', '15', '0', '2,179', '2,307', '11', '0', '0', '0', '', '', '13', '14', '0', '3', '2', '0', '71,137']\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"for row in table[:5]:\n",
|
|
" print(row)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Cleaning up the data\n",
|
|
"\n",
|
|
"`.extract_table` worked with our custom settings, but the table it detected contains extraneous headers and footers. Since we know that the `Alabama` row is the first, and that there are 56 rows we care about (50 states + DC + 4 territories + the \"Totals\" row), we can slice away the rest:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"core_table = table[4:4+56]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The first row:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"'Alabama • 18,870 • 23,022 • 22,650 • 859 • 1,178 • 0 • 14 • 15 • 0 • 2,179 • 2,307 • 11 • 0 • 0 • 0 • • • 13 • 14 • 0 • 3 • 2 • 0 • 71,137'"
|
|
]
|
|
},
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"\" • \".join(core_table[0])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The last:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"'Totals • 804,006 • 671,330 • 636,903 • 26,597 • 23,015 • 1,281 • 218 • 249 • 13 • 29,905 • 38,487 • 102 • 1,656 • 533 • 44 • 0 • 0 • 1,067 • 905 • 65 • 31 • 45 • 5 • 2,236,457'"
|
|
]
|
|
},
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"\" • \".join(core_table[-1])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Now, let's turn those rows into dictionaries, and also convert strings-representing-numbers to the numbers themselves, e.g., `\"18,870\" -> 18870`:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"COLUMNS = [\n",
|
|
" \"state\",\n",
|
|
" \"permit\",\n",
|
|
" \"handgun\",\n",
|
|
" \"long_gun\",\n",
|
|
" \"other\",\n",
|
|
" \"multiple\",\n",
|
|
" \"admin\",\n",
|
|
" \"prepawn_handgun\",\n",
|
|
" \"prepawn_long_gun\",\n",
|
|
" \"prepawn_other\",\n",
|
|
" \"redemption_handgun\",\n",
|
|
" \"redemption_long_gun\",\n",
|
|
" \"redemption_other\",\n",
|
|
" \"returned_handgun\",\n",
|
|
" \"returned_long_gun\",\n",
|
|
" \"returned_other\",\n",
|
|
" \"rentals_handgun\",\n",
|
|
" \"rentals_long_gun\",\n",
|
|
" \"private_sale_handgun\",\n",
|
|
" \"private_sale_long_gun\",\n",
|
|
" \"private_sale_other\",\n",
|
|
" \"return_to_seller_handgun\",\n",
|
|
" \"return_to_seller_long_gun\",\n",
|
|
" \"return_to_seller_other\",\n",
|
|
" \"totals\"\n",
|
|
"]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def parse_value(i, x):\n",
|
|
" if i == 0: return x\n",
|
|
" if x == \"\": return None\n",
|
|
" return int(x.replace(\",\", \"\"))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"from collections import OrderedDict\n",
|
|
"def parse_row(row):\n",
|
|
" return {COLUMNS[i]:parse_value(i, cell)\n",
|
|
" for i, cell in enumerate(row)}"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"data = [ parse_row(row) for row in core_table ]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Now here's the first row, parsed:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"{'state': 'Alabama',\n",
|
|
" 'permit': 18870,\n",
|
|
" 'handgun': 23022,\n",
|
|
" 'long_gun': 22650,\n",
|
|
" 'other': 859,\n",
|
|
" 'multiple': 1178,\n",
|
|
" 'admin': 0,\n",
|
|
" 'prepawn_handgun': 14,\n",
|
|
" 'prepawn_long_gun': 15,\n",
|
|
" 'prepawn_other': 0,\n",
|
|
" 'redemption_handgun': 2179,\n",
|
|
" 'redemption_long_gun': 2307,\n",
|
|
" 'redemption_other': 11,\n",
|
|
" 'returned_handgun': 0,\n",
|
|
" 'returned_long_gun': 0,\n",
|
|
" 'returned_other': 0,\n",
|
|
" 'rentals_handgun': None,\n",
|
|
" 'rentals_long_gun': None,\n",
|
|
" 'private_sale_handgun': 13,\n",
|
|
" 'private_sale_long_gun': 14,\n",
|
|
" 'private_sale_other': 0,\n",
|
|
" 'return_to_seller_handgun': 3,\n",
|
|
" 'return_to_seller_long_gun': 2,\n",
|
|
" 'return_to_seller_other': 0,\n",
|
|
" 'totals': 71137}"
|
|
]
|
|
},
|
|
"execution_count": 17,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"data[0]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Sort the data\n",
|
|
"\n",
|
|
"For demonstration purposes, let's list the rows with the highest number of handgun-only background checks:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Totals: 671,330 handgun-only checks\n",
|
|
"Pennsylvania: 62,752 handgun-only checks\n",
|
|
"Texas: 56,941 handgun-only checks\n",
|
|
"Florida: 50,796 handgun-only checks\n",
|
|
"California: 41,181 handgun-only checks\n",
|
|
"Ohio: 34,878 handgun-only checks\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"for row in list(reversed(sorted(data, key=lambda x: x[\"handgun\"])))[:6]:\n",
|
|
" print(\"{state}: {handgun:,d} handgun-only checks\".format(**row))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Use `extract_text` to extract the report month\n",
|
|
"\n",
|
|
"It looks like the month of the report is listed in an area 35px to 65px from the top of the page. But there's also some other text directly above and below it. So when we crop for that area, we'll use `.within_bbox` instead of `.crop` to select only characters (and other objects) that are fully within the bounding box."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
|
|
"text/plain": [
|
|
"<pdfplumber.display.PageImage at 0x106672880>"
|
|
]
|
|
},
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"month_crop = p0.within_bbox((0, 35, p0.width, 65))\n",
|
|
"month_crop.to_image()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"'November - 2015'"
|
|
]
|
|
},
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"month_chars = month_crop.extract_text()\n",
|
|
"month_chars"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"---\n",
|
|
"\n",
|
|
"---\n",
|
|
"\n",
|
|
"---"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.8.1"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 1
|
|
}
|