{ "cells": [ { "cell_type": "markdown", "metadata": { "extensions": { "jupyter_dashboards": { "version": 1, "views": { "grid_default": { "col": 0, "height": 4, "hidden": false, "row": 0, "width": 12 }, "report_default": {} } } } }, "source": [ "---------------\n", "\n", "**If any part of this notebook is used in your research, please cite with the reference found in** **[README.md](https://github.com/pysal/spaghetti#bibtex-citation).**\n", "\n", "\n", "----------------\n", "\n", "## Network-constrained spatial dependence\n", "### Demonstrating cluster detection along networks with the Global Auto *K* function\n", "\n", "**Author: James D. Gaboardi** ****\n", "\n", "**This notebook is an advanced walk-through for:**\n", "\n", "1. Understanding the global auto *K* function with an elementary geometric object\n", "2. Basic examples with synthetic data \n", "3. Empirical examples" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:46.766363Z", "start_time": "2022-11-02T03:12:46.755238Z" } }, "outputs": [], "source": [ "%config InlineBackend.figure_format = \"retina\"" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:46.805748Z", "start_time": "2022-11-02T03:12:46.769899Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2022-11-01T23:12:46.794663-04:00\n", "\n", "Python implementation: CPython\n", "Python version : 3.10.6\n", "IPython version : 8.6.0\n", "\n", "Compiler : Clang 13.0.1 \n", "OS : Darwin\n", "Release : 22.1.0\n", "Machine : x86_64\n", "Processor : i386\n", "CPU cores : 8\n", "Architecture: 64bit\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:49.020082Z", "start_time": "2022-11-02T03:12:46.811433Z" }, "extensions": { "jupyter_dashboards": { "version": 1, "views": { "grid_default": { "hidden": true }, "report_default": {} } } } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.3.1\n", "\n", "json : 2.0.9\n", "numpy : 1.23.4\n", "libpysal : 4.6.2\n", "matplotlib : 3.6.1\n", "spaghetti : 1.6.8\n", "geopandas : 0.12.1\n", "matplotlib_scalebar: 0.8.0\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/spaghetti/network.py:39: FutureWarning: The next major release of pysal/spaghetti (2.0.0) will drop support for all ``libpysal.cg`` geometries. This change is a first step in refactoring ``spaghetti`` that is expected to result in dramatically reduced runtimes for network instantiation and operations. Users currently requiring network and point pattern input as ``libpysal.cg`` geometries should prepare for this simply by converting to ``shapely`` geometries.\n", " warnings.warn(f\"{dep_msg}\", FutureWarning)\n" ] } ], "source": [ "import geopandas\n", "import libpysal\n", "import matplotlib\n", "import matplotlib_scalebar\n", "from matplotlib_scalebar.scalebar import ScaleBar\n", "import numpy\n", "import spaghetti\n", "\n", "%matplotlib inline\n", "%watermark -w\n", "%watermark -iv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**The** [*K* function](https://en.wikipedia.org/wiki/Spatial_descriptive_statistics#Ripley's_K_and_L_functions) **considers all pairwise distances of nearest neighbors to determine the existence of clustering, or lack thereof, over a delineated range of distances. For further description see O’Sullivan and Unwin (2010) and Okabe and Sugihara (2012).**\n", "\n", "* **D. O’Sullivan and D. J. Unwin.** *Point Pattern Analysis*, chapter 5, pages 121–156. John Wiley & Sons, Ltd, 2010. doi:10.1002/9780470549094.ch5.\n", "\n", "* **Atsuyki Okabe and Kokichi Sugihara.** *Network K Function Methods*, chapter 6, pages 119–136. John Wiley & Sons, Ltd, 2012. doi:10.1002/9781119967101.ch6.\n", "\n", "\n", "---------------------\n", "\n", "### 1. A demonstration of clustering\n", "\n", "#### Results plotting helper function" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:49.031312Z", "start_time": "2022-11-02T03:12:49.022448Z" } }, "outputs": [], "source": [ "def plot_k(k, _arcs, df1, df2, obs, scale=True, wr=[1, 1.2], size=(14, 7)):\n", " \"\"\"Plot a Global Auto K-function and spatial context.\"\"\"\n", " def function_plot(f, ax):\n", " \"\"\"Plot a Global Auto K-function.\"\"\"\n", " ax.plot(k.xaxis, k.observed, \"b-\", linewidth=1.5, label=\"Observed\")\n", " ax.plot(k.xaxis, k.upperenvelope, \"r--\", label=\"Upper\")\n", " ax.plot(k.xaxis, k.lowerenvelope, \"k--\", label=\"Lower\")\n", " ax.legend(loc=\"best\", fontsize=\"x-large\")\n", " title_text = \"Global Auto $K$ Function: %s\\n\" % obs\n", " title_text += \"%s steps, %s permutations,\" % (k.nsteps, k.permutations)\n", " title_text += \" %s distribution\" % k.distribution\n", " f.suptitle(title_text, fontsize=25, y=1.1)\n", " ax.set_xlabel(\"Distance $(r)$\", fontsize=\"x-large\")\n", " ax.set_ylabel(\"$K(r)$\", fontsize=\"x-large\")\n", " \n", " def spatial_plot(ax):\n", " \"\"\"Plot spatial context.\"\"\"\n", " base = _arcs.plot(ax=ax, color=\"k\", alpha=0.25)\n", " df1.plot(ax=base, color=\"g\", markersize=30, alpha=0.25)\n", " df2.plot(ax=base, color=\"g\", marker=\"x\", markersize=100, alpha=0.5)\n", " carto_elements(base, scale)\n", " \n", " sub_args = {\"gridspec_kw\":{\"width_ratios\": wr}, \"figsize\":size}\n", " fig, arr = matplotlib.pyplot.subplots(1, 2, **sub_args)\n", " function_plot(fig, arr[0])\n", " spatial_plot(arr[1])\n", " fig.tight_layout()\n", " \n", "def carto_elements(b, scale):\n", " \"\"\"Add/adjust cartographic elements.\"\"\"\n", " if scale:\n", " kw = {\"units\":\"ft\", \"dimension\":\"imperial-length\", \"fixed_value\":1000}\n", " b.add_artist(ScaleBar(1, **kw))\n", " b.set(xticklabels=[], xticks=[], yticklabels=[], yticks=[]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Equilateral triangle" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:49.039398Z", "start_time": "2022-11-02T03:12:49.033928Z" } }, "outputs": [], "source": [ "def equilateral_triangle(x1, y1, x2, mids=True):\n", " \"\"\"Return an equilateral triangle and its side midpoints.\"\"\"\n", " x3 = (x1+x2)/2.\n", " y3 = numpy.sqrt((x1-x2)**2 - (x3-x1)**2) + y1\n", " p1, p2, p3 = (x1, y1), (x2, y1), (x3, y3)\n", " eqitri = libpysal.cg.Chain([p1, p2, p3, p1])\n", " if mids:\n", " eqvs = eqitri.vertices[:-1]\n", " eqimps, vcount = [], len(eqvs), \n", " for i in range(vcount):\n", " for j in range(i+1, vcount):\n", " (_x1, _y1), (_x2, _y2) = eqvs[i], eqvs[j]\n", " mp = libpysal.cg.Point(((_x1+_x2)/2., (_y1+_y2)/2.))\n", " eqimps.append(mp)\n", " return eqitri, eqimps" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:49.049069Z", "start_time": "2022-11-02T03:12:49.041856Z" } }, "outputs": [], "source": [ "eqtri_sides, eqtri_midps = equilateral_triangle(0., 0., 6., 1)\n", "ntw = spaghetti.Network(eqtri_sides)\n", "ntw.snapobservations(eqtri_midps, \"eqtri_midps\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:49.076035Z", "start_time": "2022-11-02T03:12:49.051566Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id geometry comp_label\n", "0 0 POINT (3.00000 0.00000) 0\n", "1 1 POINT (1.50000 2.59808) 0\n", "2 2 POINT (4.50000 2.59808) 0" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vertices_df, arcs_df = spaghetti.element_as_gdf(\n", " ntw, vertices=ntw.vertex_coords, arcs=ntw.arcs\n", ")\n", "eqv = spaghetti.element_as_gdf(ntw, pp_name=\"eqtri_midps\")\n", "eqv_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"eqtri_midps\", snapped=True)\n", "eqv_snapped" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:50.112718Z", "start_time": "2022-11-02T03:12:49.078154Z" } }, "outputs": [ { "data": { "image/png": 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f+9iMtpMDAABLU2Vl5YzO93q9puOOjo45u8+O4t7Y2JgGBgaUmpoa+XxTU5Pp/DvvvFN33nnnjO6xs56enqjOW0hvxAAAAAAAYLHpHeuVP+RX10iXVuSt0Mj4iN5oeUOSNNw5rHAwrIACkfNT8lNks9l0ROERSnAlqGukS5kJmeod61VGfIZVXwYAAFhCpnp+sl7rNdo7qtB4SJIUCAUUagvJk+yRzb69nHdEEc9PAGAuzWpxb2hoSNdff71uueUWXXbZZbriiiuUk5Mzm7eY1t///nfddNNNeuWVVyQpqpVxAAALVJRFqSlNVx7fskUyjD27bkLCrj/38stSKLRn142L2/XnHn9cGh/fs+suIBPffRUOh/foOqEJv8fRvqsrJSVlRvfZuTwnSX19ffN2n51n0RbtojU0NBTVeVa+AQMAAAAAgMVuZHxEoXBIo8FRZSdmqyK9QpK0rnadhruHTed6kj3yJHu0qmCVDsw5UD2jPWrob1AoHNLI+AgvjAMAgFmxq+cnrwy+or7Gvsh5ofGQhruGlZSTxPMTAJgHs1rcc7vdCgQC6uvr009/+lP9/Oc/12mnnaYvfvGL+uhHPzonS6Y2Nzfrnnvu0V133RXZ/s34v0JG3HRFCADAwjZXK37N1RbqGXP0TcoMtnddyCYWwaItkE008XHRFuVm+hzE2MNy52zfZ3yWS5t7+nUBAAAAAIDohcIhhY3tb1p02BySpANzDtTL61+WJnxrnpyXrHhnvA7MOdB0ftgIKxTewzeJAgAATLCr5yfvdryrkZ4RBYY/WA14uGtYGdkZPD8BgHlgn82LbdmyRaeccoqk7S8MBwIBPfLIIzr55JOVl5en//zP/9Rjjz2m7u7uPb5HOBzW+vXrdcMNN+ioo45SaWmpvv/976umpkaGYcgwDGVlZemOO+7QN7/5zdn60gAAwF5IT083Hff39+/RdSaufJcWZbFxpvcbGBhYEPfJmFAIvfnmmyPPd/bkV11d3YzyAQAAAACAmXPYHbLbtr/8EjK2v7j9uu919feaf26QkJkgp8ep0eCoNndsNp1vt9nlsDvmMTUAAFjKpnp+srljs0aDo0rOSzada4QNdTR18PwEAObBrK64V15erieeeELPP/+8vve972ndunWRlV06Ozt111136a677pIk7bPPPjrooIN0wAEHqLS0VAUFBUpPT1dcXJycTqfGxsY0PDystrY2NTU1adu2bXrnnXf09ttvm1bb2XnlmOTkZF1xxRX6xje+MWnrOQAAYJ3c3FzT8bZt2/boOhMfl5eXF9XjqqurZ3Qfn89nOs7JyYn6Pocddtge3ScuLm7SCoIT71tVVRX1tQEAAAAAgDUSXAly2B2Kd8arb6xPzQPNemnjS6Zz7A67knI+2KHgjZY3Io+Nd8bLYXcowZUwr7kBAMDSNfH5SctgS+T5hyvepfj0eI32jkbOH+sf01rf2shjeX4CAHNjVot7O5xwwglau3at/vnPf+rnP/+5nn/++cjndhTttm7dqm3btumRRx6Z0bV3PN5ms0U+zsnJ0Ve+8hVdccUVk1amASKuuUbaskXyeLb/+tKXpJNOsjoVAMSEiWW2d955R8FgUE7nzJ6KbNy4cdrr7kpVVZX6+vqiXjlv/fr1puOVK1dG/bhzzz03qnN7e3tNhcKDDz540la7Bx54oJKSkiJvWnjuueeiujYAAAAAALBOely64pxxykrI0kv1L6mpqUlBf9B0TlZBluwO86ZIrzW9poz4DK0uXa04Z5zS48w7GAAAAOypic9PekZ7TKvnJecmyxgyNDY+FpkNtg5qnWedMhMyeX4CAHNkVrfKnegTn/iEnn32WW3evFlXXHHFLler2d22blOx2Ww66aSTdO+996qhoUFr1qyhtIfpvfqq9OST0uOPS3/5i1Rba3UiAIgZOTk5qqysjBz39/ebiv3RCIfDevzxx02zo446KurH/u///m/U5z788MORY4fDocMPPzyqxz7yyCO7fO4y0cMPP6xwOBw5nuprcblcWr16deR469atWrduXVTXBwAAAAAA1rDZbMpPylfzQLPeb39f7c3tpp8XHFR8kC5efbFWFayKzAzDUL+/X9u6t6llsEUFyQWT3uAHAACwp3Z+frKte5v6/f2m5yeHlxyu81efr30z943MAiMBdXR08PwEAObQnBb3dth///31q1/9Ss3NzXr++ed17bXX6pBDDpHD4Yjqxe0dBb6cnBydeeaZ+sMf/qCmpiY9/fTTuuCCC+R2u+fhq8Ci5/ebjz0ea3IAQIz63Oc+Zzq+6aabZvT4e++9V62trZFjr9cbdXFvx/3Gx8d3e95dd92l5ubmyPHJJ5+s9PTo3kHW0NCge++9d7fn+f3+SV//+eefP+W5X/7yl03HV199dVRfBwAAAAAAsE59X73ean9L7iG3AuMBDQYGFQqHtG/mvlp9yGrZbDYdmHOgVhWsUigcUu9YrwKhgNLj07WxbaPqeuus/hIAAMASs+P5SXp8ugKhgHrHehUKh7SqYJUOzDlQmbmZWp6/XPtm7qtQOKTBwKD6W/uV6k7l+QkAzJE52Sp3V+x2u44//ngdf/zxuuGGG+T3+7Vp0yZVVVWpvr5enZ2dGhkZUTAYVEJCgpKTk1VcXKyysjJ96EMfUmFh4XzGxVJDcQ8ALHXppZfqhhtu0NjY9mXWn3vuOd1000269tprd/vYTZs26Rvf+IZpdsUVV8huj/49CNu2bdNVV12lW2+9dZfnbNmyZVKeyy67LOp7SNI111yjI488Uvvuu+8uz/n6179u2ib38MMP16GHHjrluaeeeqpWrlypN998U5L06quv6uKLL9add94pT5R/lwWDQT300EM6++yzZ7w9MQAAAAAAmJm1jWv1fN3zSrenq7WvVcnuZA0GBpXiSVFWdpYCroD6x/oVMkJKcCUoIz5DXSNdyojPkMfhUW5irp6ve15Oh1NHFx9t9ZcDAACWgB3PT3ITc9U21KaM+Az1jvYqIz5DCa6E7Vvn2hxKyE2Qp9OjFE+K+v39SnYnK9gTVK6X5ycAMBdm/ZXbJ554QqeddlpU53o8Hh122GE67LDDZjsGMNnE4h4rNQLAvMrJydFNN92kK664IjL71re+pbffflvf//73tXz58kmPGRwc1O9//3tdf/316u/vj8yPPPJIXXrppVHfOy0tTX19fbrtttvU29urX/ziF8rLy4t8PhwO69FHH9Xll1+u3t7eyPyUU07RySefPKP7dHd367jjjtNtt92mz3zmM6ZyYVtbm66++mr9+c9/jswcDoduu+22aa97//3364gjjtDAwEDk+J133tGaNWt0yimnTFnGCwaDevPNN/Xoo4/qgQceUGNjo04//XSKewAAAAAAzKG1jWv1dPXTkqTh9mGlx6erd7RXRxQeoZykHKXnp6uhvyFyfrwzXqtLV8ub4dXGto3KTcyVx7n9jXo7rsOL4wAAYG/s/PzE4/QoLylP7cPtOtl7sgpTCtU10vXB8xObFJccp4NcB6kwuVBVPVXyjHhkD9klJ89PAGC2zfort5/73Oe0du1aHXjggbN9aWDvsOIeAFjua1/7mjZs2KB77rknMnvggQf0wAMPqLy8XMuXL1d6erpGRkbU0tKiN998U8Fg0HSNkpISPfjggzMqoJ166qlqaWnRs88+qwceeEB/+ctfdMQRR6ikpERDQ0N688031dLSMuk+v/vd72b09d1888360pe+pPb2dp155pkqLCzUIYccoqSkJDU0NOi1115TKBQyPea6667TqlWrpr3u8uXL9fDDD+uMM87Q0NCQpO2rEJ5++ulKTEzUypUrlZubK7fbrYGBAbW0tOi9996LrG4IAAAAAADm3s4vio/0j2hsaExuh1uf8H5CeUl5cmW4lFGQoVA4pLARlt1ml8PuUJwzTocVHqYVuSv0fN3zpmvy4jgAANgbOz8/2cHj9OiiFRepLL1MLYMtykzIND0/GU8dV83mGi3PWq7KjEptbNuo3pZe5ZTnSOL5CQDMplkv7g0NDenUU0/V66+/rqysrNm+PLDnKO4BwIJw9913y+v16rrrrjOV8mpra1VbWzvtY1evXq2HH35YOTk5M7qnzWbTQw89pE984hN6/fXXFQqFtHbtWq1du3bK88vKyvTss8+qoKBgRvc5/vjjdeedd+qLX/yiQqGQmpub1dzcvMtM3/3ud/Xd7343qmt/7GMf07p163TWWWdpy5Ytkfnw8PD/Z+/PoyRNyDrR/4mMrFxrzarKrNy3aLrppoGGbjZZG4UjzqhcGEYc3A7XbRwVfndE71wVZtAZZ7wO19HBZRxEvaDo6IG5XlQ8IA3Npg3dgLRcKnLfal8zszKjMjN+f5QdXW9k1p6Zb2TE53NOHvJ9MiLy2+Ocyli+7/PGpz/96Rvef+/evbd0aWEAAADg5l39oXhxrRhnZs5ERMSDXQ/Gs9qfVboC0YXLF2Lx8mKsrq1Gti4bLbta4kDTgchkMtG3ry/qs/XrPlz34TgAcDs2Ku1FRLxm+DWl5xW9e3vj7NLZdc9PhuuHY2ZmJjp2d0S2LhuPzT4Wly5eiuY9zRHh+QnAZtmST28nJibiDW94w7oNOZAqxT2AivGzP/uzcfTo0fjRH/3ROHz48HVv29DQEA8//HD8+Z//eTzyyCO3XNp7yoEDB+KRRx6Jd73rXdHZ2bnhbfbs2RNve9vb4qtf/WoMDw/f1u/5vu/7vvjMZz4Tr3nNa65ZlHve854XH//4x+Pd7373LT32fffdF1/96lfjD/7gD+Khhx66YRFv//798frXvz5+//d/P+bm5qLBZeIBAABg05V/KH7h1IVYKayUSnsREUNDQ1FfXx9tzW3Rs7cn+vf3R8/enmhrbotMJlO670t6XxKvGX7Nut/xsZGPxWenNj4BEQCg3M2U9iKuLBnY6PnJ4OBg7Nq1KyIintX+rHiw68E4M3MmisVi6b6enwDcuU3fuPeURx99NH70R380/tt/+29b9StKLl++XPqjAdekuAdQUQYGBuK9731v/Nf/+l/jySefjK9+9atx+vTpOHfuXDQ3N0dbW1v09/fHC1/4wmhpadmU39nU1BTvfOc742d/9mfj0UcfjbGxsTh27Fjs3bs3BgcH41WvelU0NTXd8e954QtfGH/1V38V09PT8YUvfCFmZmZiaWkpOjs74wUveEHcfffdt/3Y2Ww23vKWt8Rb3vKWOHv2bHz2s5+Nubm5OH36dKytrcXevXujq6srnvnMZ8Zdd90V2Wz2ho/5/d///fH93//9t50JAAAAalX5h+Krl1fj3LFzidLe3r17o6Oj46Yf86kP023eAwBux82W9q6nvr4+BgcH4xvf+EZEROl5zeip0dh7eG/pdp6fANyZTS/u3XPPPfH//X//XxSLxXjf+94X9913X7ztbW/b7F9TMjc3F294wxuueak7iIiIYlFxD6BCZTKZuO++++K+++7btt+ZzWbjFa94RbziFa/Y0t/T09MTPT09W/b4Bw4ciG/7tm/bsscHAAAAru1zU59b96H42bmz8fwjzy99uB0Rcdddd93yY1+vvJeJTLy498W3kRgAqHYbPT+JuLXS3lM6OztjdnY25ufnI+JKea/+TH3MrMxEtv7ppQGenwDcvk2/VO7//J//Mw4cOBCZTCaKxWL81E/9VHzsY+v/MGyGL3zhC/Hggw/GF77whS15fKrI6uqV8t7VFPcAAAAAALhNbc1tkc08/aH18uJy3NN0T6K0d+TIkdizZ89tPf5Gl83NZrLR1tx2e4EBgKpX/vwk4vZKexFXFi/kcrnE7J62e+L+xvsTM89PAG7fphf3crlcfOhDH4psNhuZTCZWV1fjn//zf15aobpZfvd3fzde+cpXxtzc3KY+LlWqfNtehOIeAAAAAAC37e5Dd8eb7ntT6cPxuzN3J0p72Ww2hoaG7uh3XF3ey2ay8ab73hR3H7r7jh4TAKhe5c9Pbre095T9+/fH4cOHE7OOtY54WefLIsLzE4A7temXyo2IePWrXx3vec974sd//Mcjk8nE+fPn49u//dvj85//fOzfv/+OHnt1dTXe9ra3xXvf+94olm9Qg2vZqLjX0LD9OQAAAAAAqBpPfTien8pHa7Qmftbf3x8Nm/A+9Et6XxKZyERbc5sPxQGAG3rq+cmZS2c25fK1w8PDcfr06VhbW4uIiGKxGIeWDsVrh1/r+QnAHdr0jXtP+bEf+7H4oR/6oSgWi5HJZOLo0aPxpje9qfSP+e04ffp0fPM3f3OptJfJZCIioqenZ7NiU61s3AMAAAAAYAvkDuSibSl5ebjm5uZN/ezixb0v9qE4AHDT7j5096aU9iIimpqaore3NzE7e/ZsPKPlGZ6fANyhLSvuRUT8+q//erziFa+IYrEYxWIxPv7xj8dP/uRP3tZjPfHEE/Hggw/Gpz71qVJpr1gsxstf/vJ47LHHNjk5VUdxDwAAAACALTA1NRXLZe9BDw8PR13dln4EAwCwbfr6+qKx7PP1fD5/R4ubANji4l59fX386Z/+aQwODpaKdu9973vjt37rt27pcf7oj/4oXvrSl8bExEREROmxfvzHfzw+/vGPr7umOqzT2BjxHd8R8a3fGvHwwxHf9E2KewAAAAAA3JGlpaWYnJxMzA4cOBCHDh1KKREAwObLZrMxNDSUmF26dClmZmZSSgRQHbb8dK+2trb4n//zf8bu3btLhbuf+ImfiEceeeSG9y0Wi/HTP/3T8S/+xb+IxcXF0v0bGxvj937v9+JXf/VXI5vNbvV/AtWgszPiwx+O+OhHIz7+8YhHH43YtSvtVAAAAAAA7GCjo6OJTTOZTCZyuVyKiQAAtkZ7e3vs3bs3MRsfH49CoZBSIoCdb1v2tN93333xgQ98IDKZTGQymbh8+XK88Y1vjLGxsWve5/z58/G6170u/s//8/9MXBq3r68vPvOZz8T3fM/3bEd0AGCHKhaLpa/3v//9W/I73vWudyV+z8DAwJb8HgAAAKDynD9/Pk6cOJGYdXV1RWtra0qJAAC2zkYnKKyurl639wHA9W1LcS8i4p/8k38Sv/iLv1gq4Z0+fTq+/du/PS5evLjutk8++WQ89NBD8bGPfSxR2nvVq14VX/ziF+OBBx7YrtgAAAAAAAAJxWIx8vl8YlZfX++kPgCgqu3duzeOHDmSmM3NzW3Y+wDgxratuBcRpcvePlXGe/LJJ+O7v/u7E7f5yEc+Ei9+8YtjZGQkIqJU2nv7298ef/3Xfx0HDx7czsgAAAAAAAAJx44dW/cB9eDgYOzatSulRAAA22NoaCiy2WxiVn5CAwA3Z1uLexERv/M7vxMPPfRQRFw5I+2jH/1o/NRP/VREXLnc3Bve8IbSi91isRhNTU3xgQ98IH7lV34l6uq2PS4AAAAAAEDJysrKukvCtbS0RFdXV0qJAAC2T0NDQ/T39ydm58+fjxMnTqSUCGDn2vYmXGNjY3z4wx+Ozs7O0ja9//yf/3M89NBD8e53vzvW1tZK84GBgfjsZz8bb37zm7c7JgAAAAAAwDoTExNRKBQSs1wuF5lMJqVEAADbq6enJ5qamhKzkZGRWF1dTSkRwM606cW9t771rfHrv/7r8ZnPfCbm5+c3vE1nZ2d85CMfiaamplJJ74tf/GLpErrFYjG+5Vu+JR577LF4znOes9kRqUWf+UzEd393xA/8QMSP/EjEL/1S2okAAAAAANhhLl26FNPT04nZwYMHo62tLaVEAADbr66uLnK5XGK2vLwcU1NTKSUC2JnqN/sBf/d3fzfe//73R0REJpOJoaGheOCBB+KBBx6I5z73ufHAAw9ER0dHPP/5z4/f/d3fje/6ru8qnYVWLBajWCzGT/3UT8V/+A//waVx2TwjIxF/+IdPHz/wQMTP/Ex6eQAAAAAA2HFGRkaiWCyWjjOZzLoPrQEAasGhQ4fiwIEDcfbs2dJscnIyjhw5sm4bHwAb2/Ti3lOeKuHl8/kYGRmJ//E//kfpZx0dHaUi34MPPhiPPfZYRETs3r073ve+98Ub3/jGrYpFrVpeTh43NqaTAwAAAACAHenMmTNx6tSpxKynpyeam5tTSgQAkK5cLhePPfZY6cSGtbW1GB0djXvvvTflZAA7w5YU9576R/mpTXpXzyIijh07Fn/5l38Zf/mXf1maZTKZOHLkSDz66KMxPz8fz33uc+O+++6LXbt2bUVEao3iHgAAAAAAt6lYLMbIyEhi1tDQEP39/SklAgBIX2tra3R2dsbs7GxpduLEieju7o59+/almAxgZ9j04t4HP/jBeOKJJ0pfJ06cSPy8vMyXyWRKs5GRkfi1X/u10s937doVz3zmM+O5z31u4ss/8NwyxT0AAAAAAG7T7OxsLCwsJGaDg4NRX79lFzYCANgRBgcH48SJE7GyslKa5fP5eN7znpfohwCw3qa/ovyu7/qu+K7v+q7S8dzcXDz++OOlIt/jjz8eo6OjpQ1819vOVygU4stf/nJ85Stfid///d8v/by/v39dma+vr2+z/1OoJop7AAAAAADchsuXL8fY2FhitmfPnjhy5EhKiQAAKseuXbtiYGAg8vl8aXbx4sU4duxYdHZ2ppgMoPJt+algnZ2d0dnZGa973etKs/n5+cRWvscffzyefPLJWC4rV13rUrvj4+MxMTERH/nIR0q3u7q9Deso7gEAAAAAcBvGx8fXfQaRy+VskAEA+Efd3d0xOzsbi4uLpdnY2FgcPnzYhmKA60jlX8jdu3fHS1/60njpS19amq2srMSTTz6ZKPN9+ctfjnPnziXuW/5C+OpCH1yT4h4AAAAAALdoYWEhZmdnE7P29vbYt29fSokAACpPJpOJXC4XX/nKV0qzQqEQExMTMTw8nGIygMpWMdXm+vr6ePaznx3Pfvaz43u/93tL8/Hx8USZ74knnoipqakUk7IjlRf3GhrSyQEAAAAAwI6Rz+cTCwTq6upiaGgoxUQAAJWpra0tDh48GKdPny7Npqeno6urK5qbm1NMBlC5Kqa4dy0DAwMxMDAQ3/md31manT17tlTie+p/4bps3AMAAAAA4BacOnUqzp49m5j19fVFU1NTSokAACpbLpeLM2fOlE58KBaLMTIyEs961rNSTgZQmSq+uLeRAwcOxMMPPxwPP/xw2lHYKRT3AAAAAAC4SWtrazEyMpKYNTY2Rm9vb0qJAAAqX3Nzc/T09CSuonjq1Kk4c+ZMtLW1pZgMoDLVpR0AtoXiHgAAAAAAN2l6ejouXbqUmA0PD0c2m00pEQDAztDf3x8NDQ2J2cjISGkLHwBPU9yjNhQKyWPFPQAAAAAANlAoFGJiYiIx27dvX7S3t6eUCABg56ivr4/BwcHEbGFhIWZnZ1NKBFC5FPeoDTbuAQAAAABwE0ZHR2N1dTUxy+VyKaUBANh5jhw5Env27EnMxsbG4vLlyyklAqhMinvUBsU9AAAAAABu4OLFi3Hs2LHErLOzc90HzwAAXFsmk1l34sPKykqMj4+nEwigQtWnHQC2xTOfGXH+/JUC3/JyhEsaAAAAAABQ5ujRo4njbDa77lJvAADc2L59+6K9vT1OnDhRms3OzkZXV1e0trammAygcijuURve8560EwAAAAAAUMGOHz8eFy5cSMwGBgaioaEhpUQAADvb0NBQnDp1KtbW1iIiolgsRj6fj+c85zkpJwOoDC6VCwBsufHx8chkMqWvgYGBtCMBAAAAlKyursbo6Ghi1tzcHN3d3SklAgDY+ZqamqKvry8xO3v2bJw6dSqlRACVRXHvDr3jHe9IFBE++clPph0JAAAAAAC4BZOTk7G8vJyY5XK5qKvzMQoAwJ3o7e2NxsbGxGxkZKS0hQ+glnnFeQe+/OUvx3tcghUAAAAAAHaspaWlmJqaSswOHDgQBw8eTCkRAED1yGazMTw8nJhdunQppqenU0oEUDkU927T2tpa/OAP/mCsrKxEe3t72nEAAAAAAIDbUL7xJZPJRC6XSzERAEB1aW9vj3379iVmExMTUSgUUkoEUBkU927Tf/kv/yX+7u/+Lu65555461vfmnYcAAAAAADgFp07dy5OnjyZmHV1dUVra2tKiQAAqlP5iRGrq6sxOjqaUhqAylCfdoCdaGpqKn7u534uIiJ+4zd+Iz75yU+mG4gb+9f/OmJ1NaKx8crX//q/RvT2pp0KAAAAAICUFIvFyOfzidmuXbtiYGAgnUAAAFVsz5490dnZGXNzc6XZsWPHoru7O/bs2ZNiMoD0KO7dhn/5L/9lzM/Px/d93/fFK1/5SsW9neC97424dOnp42/7NsU9AAAAAIAaduzYsZifn0/MBgYGYteuXSklAgCoboODg3HixIlYXV0tzY4ePRrPe97zUkwFkB7FvVv0x3/8x/Hnf/7n0dbWFr/8y7+cdhxu1vJy8rixMZ0cAGypS5cuxac//emYnJyMU6dORXNzc7S3t8fznve8uPvuu9OOt2nOnTsXn/nMZ2J2djZOnToVra2tceTIkXjxi18cvZtcTP+7v/u7yOfzMTc3F4VCIZ71rGfFP/kn/2RTfwcAAABst5WVlXWXZmttbY2urq6UEgEAVL+Ghobo7+9PPA+7cOFCHD9+PDo6OlJMBpAOxb1bcO7cufjJn/zJiIj4j//xP8bhw4dTTsRNWV2NWFtLzhT3AKrKN77xjfjZn/3Z+PM///O4dPWG1asMDQ3F29/+9viRH/mRqK+/9lOgL37xi/Hggw+Wjn/7t387fvAHf/C6v7+7uztmZ2dLxz/8wz8cv/mbv3nd+7zuda+Lv/iLv4iIiN7e3picnLzu7SMi/vqv/zp+8Rd/MR599NHE2WhXe+5znxvvete74ju+4ztu+HgREZlMpvT9933f98X73//+WFtbi//8n/9zvPe9742xsbHE7Z/znOco7gEAALDjTUxMxOXLlxOzXC6XeJ0MAMDm6+npibm5ucTnOaOjo3Ho0KHIZrMpJgPYfnVpB9hJ3vGOd8SxY8fiJS95Sbz1rW/d1Meenp6+7tfV13nnFpVv24tQ3AOoIr/6q78az3rWs+JP/uRPrlnai7jyou/Hf/zH43nPe15MTU1d83YPPPBAtLW1lY4//vGPX/f3f/3rX0+U9m7mPisrK/HpT3+6dPzqV7/6ure/ePFifMd3fEe85jWviUceeeSapb2IiCeeeCK+8zu/M970pjfF8kZ/A2/g7Nmz8epXvzp+6qd+al1pD4CtMzcXcd99EQ88EPGCF0R80zdFLC6mnQoAoDotLi7G9PR0Ynbo0KE4cOBASokAAGpHXV1dDA8PJ2bLy8s3teAAoNrYuHeTHn300fid3/mdqK+vj9/8zd/c9LPuNvuydlxFcQ+gav3CL/xC/NzP/Vxils1m46GHHor+/v5YWFiIJ554IvFm/Fe/+tX4pm/6pnj00Uejr69v3WPW1dXFK1/5yvizP/uziIj4xCc+EcVi8Zp/+zcq6eXz+ZicnNzw8SMivvCFL8T8/Hzp+OGHH77mf+OpU6fiW77lW+KJJ55IzA8ePBjPe97z4tChQ7GwsBBf/epXE0W7P/mTP4nz58/HX/zFX0Rd3c2dq1EsFuMtb3lLfPKTn4yIiPr6+njooYeit7c3lpaW4ujRozf1OADcusXFiCefTM5u8p9vAABu0cjISBSLxdLxRh8eAwCwdZ46aeLs2bOl2dTUVHR2dkZTU1OKyQC2l48BbkKhUIgf+qEfimKxGG9/+9vj/vvvTzsSt0JxD6Aq/c3f/E38/M//fGL2lre8Jaanp+Nzn/tc/NEf/VH8P//P/xOTk5Px4Q9/OLq6ukq3m5qaiu/5nu+JtfJLqf+jq4t0J0+ejK9+9avXzPGJT3xiw/n1tu6V3+daxb1isRjf+73fmyjt3X///fHRj340Tp48GR/72Mfigx/8YHzkIx+J0dHReOSRR+Lee+8t3fZjH/tY/NIv/dI1c5T7sz/7s/joRz8amUwm3v72t8fx48fjs5/9bHzoQx+Kj3zkI/Hkk0/Ghz/84Zt+PABuXtlV2iIiYteu7c8BAFDtzpw5E6dPn07Menp6orm5OaVEAAC1KZfLJZYmrK2txejoaIqJALafjXs34d//+38f//AP/xB9fX3xzne+c0t+x/Uu2RcRMTc3Fy94wQu25HdXvY2Kew0N258DuCUnT5687fvu3r37mm+2njp1KnFG9a1oaWmJ1tbWDX925syZ616+9Hqamppiz549G/7s3LlzcXmjT/Jv4PDhw7eVZadYW1uLH/7hH0783/Jf/+t/Hb/8y7+87raZTCa+4zu+I+6///74pm/6pjh27FhERHzqU5+K3/u934sf+IEfWHef8kvXfvzjH49nP/vZG+Z4ajtdRMRrX/va+Ku/+qvSfTZ67Kd+9pS77747uru7N7zdb//2b8df/MVflI6/9Vu/Nf7sz/7smmebvfzlL4/Pfvaz8fKXvzy+8pWvRETEu9/97vihH/qhOHTo0Ib3udpTWwB/4zd+I374h394w9sMDAzc8HEAuHXlf+4zmYhsNp0sAADVqlgsRj6fT8waGhqiv78/pUQAALWrtbU1urq6YmZmpjQ7ceJEdHV1xf79+9MLBrCNFPdu4Otf/3r8h//wHyIi4td+7deuWdi4Uz09PVvyuISNe7BDtbe33/Z9f/3Xfz1+7Md+bMOfPfOZz4xTp07d1uO+853vjHe9610b/uxlL3tZPFl+fbub9C//5b+M//pf/+uGP/vO7/zOeOSRR275MW+3nLhT/MVf/EXisq0PPPBA/Mf/+B+ve5+hoaH4jd/4jXj9619fmv3qr/7qhuW6e+65J7q7u0svFj/+8Y/H29/+9nW3e/zxx+PMmTMREbF37954xzveUSruXWsT36VLl+Jzn/tc6bi8JPiU1dXV+E//6T+Vjru6uuJDH/rQDVfE79u3L/7v//v/juc85zlRLBZjaWkpfvu3fzv+zb/5N9e931P+6T/9p9cs7QGwdcqLe7btAQBsvpmZmVhcXEzMhoaGIuuMCQCAVAwMDMSJEycSSyzy+Xw8//nPT2zjA6hWLpV7A+95z3uiUCjE0NBQLC4uxh/90R+t+/r7v//70u0/8YlPlOYLCwspJqdko+KeT8EAdrQPfOADieOf+7mfi7q6Gz+t+c7v/M544IEHSsdf/vKXE3/Hr3b15Ws/9alPxcrKyrrbXF3Oe+UrXxkvfelLo6WlJSKubMvdqMz56KOPRqFQ2PD3XO2v/uqvEivh3/GOd1xzM2O5+++/P171qleVjv/f//f/van7RVzZXAjA9rvqT0NEeMkCALDZLl++HOPj44nZnj17oqOjI51AAADErl271l3pZ35+vnT1JIBqZ+PeDSz/Y+lrdHQ03vzmN9/w9u9+97tL34+NjW3Zhj5uQXlxr7HxynWnANixPvvZz5a+37NnT3zbt33bTd/3u7/7u+Pxxx9PPNaznvWsdbd7+OGH4w/+4A8iIuLixYvxt3/7t/GSl7wkcZurL3n76le/OhoaGuJlL3tZYuvevffee8371NXVJQp2V/ubv/mbxPEb3/jGm/nPK3nZy15WKhY+9thjsby8HI032Di7b9++eNnLXnZLvweAzWHjHgDA1hobG1t3Ut5dd91lkwsAQMq6urpidnY2sRhpdHQ0Dh8+HPX1Ki1AdbNxj+q3UXEPgB3r9OnTMTExUTp+4IEHoqGh4abv/6IXvShx/MUvfnHD25Vfwvbqwl3ElTP1H3300XW3v3qDXvl9IpJb+p7znOdEW1vbhr//M5/5TOn7ffv2lTYD3OzXrqsaH4VCIWZnZzf8PVd7znOe4wMLgJSUF/du4U8bAAA3MD8/H3Nzc4lZR0dH7N27N6VEAAA8JZPJRC6XS8wuX76c+CwIoFqpJ9/A+9///nj/+99/3du8613vin/7b/9tRFzZjvPKV75y64Nx8xT3YEc6ceLEbd939+7d1/zZP/zDP0SxWLytx33qEqgb+fSnPx2rq6u39bhNTU3X/NmHP/zhuFz+SX6NO3nyZOK4/MXcjTzjGc+47uM9pbe3N+666644evRoRFwp4f3cz/1c6eef//znS2d/dXR0xH333RcRycLfJz/5yVhdXY1sNhsREefOnYsvfelLpZ+XlwOvNj09Xfr+/PnzMTg4eFP/fddy5syZGz7G4cOH7+h3AHD7bNwDANg6+Xw+8X5QNpuNoaGhFBMBAHC1AwcOxKFDh+LUqVOl2fT0dHR2dl738zmAnU5xj+qnuAc70lYViA4dOrQlj3utrWl3av/+/VvyuDvZuXPnEse3enb8vn37Esdnz5695m0ffvjhUnHvc5/7XCwuLpZeIJZfJvcpDzzwQLS1tcWZM2dKRb2HHnooIp4u8m10v3Jnzpy5hf+qG5ufn7/hba5XegVgaynuAQBsjZMnT657L6Gvry8avU8MAFBRhoeH48yZM7G2thYREcViMUZGRuL+++9PORnA1nGpXKqf4h5AVdvKS7teXawrFArx6U9/unR89SVvr75dXV1dYvvu1QW/q++za9eueNnLXnbN373ZmxZvd9MkANtDcQ8AYPOtra3FyMhIYtbU1BS9vb0pJQIA4Fqam5ujp6cnMTt9+vSmLzoAqCSKe1S/5uaIu++OGByM6OqKOHIk7UQA3IHyLYTnz5+/pfuX3/7AgQPXvO2rXvWqRDHwqRLewsJCfOELXyjNH3744cT9ri7yXV3cu/r7F77whdHa2nrN3331FsfnPOc5USwW7+jr6jIhAJWnUEgeK+4BANy5qampWFpaSsyGh4ejrs5HIwAAlai/vz8aGhoSs3w+bzkBULW8OqX6vfa1EV//esToaMTMTMSjj6adCIA7UH4Z5Xw+f0v3/8Y3vnHdx7vaoUOH4jnPeU7p+Kni3ac//eko/GPDYnh4OAYGBhL3u7rI95nPfCaWl5fj2LFj8eSTT254m420t7eXvh8ZGfGiFKDK2bgHALC5lpeXY3JyMjHbv3//dd8HAAAgXdlsNoaGhhKzxcXFmJmZSSkRwNZS3NsE73rXu2yzAYBtcvDgwejv7y8dP/7446US3c34/Oc/nzh+/vOff93bX12we+KJJ+LMmTPXvEzuU+65557o7u6OiIhLly7F5z73ucR9rnW/q73oRS8qfT8/P5/Y8AdA9Skv7pWdWAwAwC0aHR2N1dXVxCyXy6WUBgCAm9XR0RF79uxJzMbHx+Ny+RtoAFVAcQ8A2HFe8pKXlL6/ePFifPSjH73p+37wgx9MHL/4xS++7u2vLtitra3F3/zN3yQueXutAt7Vhb+Pf/zjifu0tLQkinkb+eZv/ubE8fvf//7r3h6Anc3GPQCAzXPhwoU4fvx4YtbZ2Rm7d+9OKREAADcrk8msO+FiZWUlxsbGUkoEsHUU9wCAHee7v/u7E8f/7t/9u1hbW7vh/T784Q/H448/Xjp+9rOfHffff/917/Pyl788dl3VnviTP/mTeOKJJyLiyovHV73qVRve7+pC38c//vHExr2XvvSl0XCDVUrf/u3fHl1dXaXj973vfaXfC0D1UdwDANgcxWIx8vl8YlZfXx+Dg4MpJQIA4Fbt27cvOjo6ErO5ubmYn59PKRHA1lDcAwB2nNe97nUxPDxcOn788cfjZ37mZ657n9HR0fjRH/3RxOwnfuInbvi7du/eHS94wQtKx3/8x39cKgk++9nPjsOHD294v6uLe5///OdjfHy8dHz1Nr5raWxsjJ/+6Z8uHV++fDm+/du/Pb7+9a/f8L5X+/KXvxyPPfbYLd0HgO2nuAcAsDlOnDgRFy5cSMz6+/tveAIdAACVZWhoKLLZbOl4oxM0AHY6xT0AYNutrKzE+Pj4bX1FRNTV1cVv/dZvRSaTKT3mL//yL8f3fd/3rbsUTrFYjI985CPxspe9LI4dO1aav/SlL40f+IEfuKm8VxftisVi6ftrXSY3IqKnpyfuuuuudfe50f2u9q/+1b+Kb/3Wby0dT01NxYMPPhjvfve74+TJk9e839TUVLz3ve+NV77ylfHc5z5XcQ9gBygUkseKewAAt251dTVGRkYSs5aWluju7k4pEQAAt6uxsTH6+voSs3Pnzl338xGAnaY+7QCw5T72sYjPfz6isTGioSHi/vsjvvmb004FUNNmZmZu+xI1T5XgXv3qV8fP//zPx7/9t/+29LPf//3fjw984APxwhe+MPr6+mJhYSEef/zxmJ6eTjxGd3d3/MEf/EHU1d3cOQyvfvWr493vfveG8xvd7+jRo4nZ/v3743nPe95N/d66urr44Ac/GK997Wvjb//2byMiYmFhIX7+538+3vnOd8a9994bQ0NDsW/fvlhYWIgzZ87Ek08+6UUrwA5UvnHPQhgAgFs3OTkZhbIzIoaHh2/69T8AAJWlt7c35ubmYmlpqTQbGRmJgwcPeo4HVAXFParfX/5lxHve8/TxD/yA4h5AlXjXu94Ve/bsiZ/5mZ+JlZWViLhydv1nP/vZ+OxnP7vhfe6777746Ec/uu4sret58YtfHC0tLbG4uFia1dfXx8tf/vLr3u/Vr351/OZv/mZi9spXvvKWXkzu378/PvWpT8W/+lf/Kv77f//vpeJisViMr33ta/G1r33tuvfPZDKxb9++m/59AKTDpXIBAO7M0tJSTE1NJWZtbW1x8ODBlBIBAHCn6urqYmhoKJ588snS7Knnff39/SkmA9gcKshUv+Xl5HFjYzo5ANgS/9v/9r/FV7/61XjjG98YTU1N17zd4OBg/Oqv/mo8/vjjt1Tai4hoaGiIl770pYnZC17wgti9e/d17/eqV70qcTnfiORld29WY2Nj/Lf/9t/iiSeeiDe/+c2xd+/e694+m83GC1/4wnjXu94VIyMj8eY3v/mWfycA20txDwDgzoyMjMTa2lrpOJPJRC6XSzERAACbob29fd2CgsnJyVgu7wEA7EA27lH9FPcAUjcwMFDaFLcV7rnnnviTP/mTWFxcjE9/+tMxOTkZp06diubm5mhvb48HHnggnvnMZ97R7/irv/qrW77PwYMHEx8a3KlnP/vZ8cEPfjBWVlbisccei6NHj8bp06djYWEhWltbo62tLe6+++649957Y8+ePTf1mFv5fxcAbp7iHgDA7Tt37lycPHkyMevu7o6WlpaUEgEAsJnuuuuueOyxx0rHq6urMTo6esef/QCkTXGP6qe4B1AzWlpa4rWvfW3aMbZcfX19vOhFL4oXvehFaUcBYJMUCsljxT0AgJtTLBYjn88nZrt27YqBgYF0AgEAsOl2794dnZ2dMTc3V5odP348uru7b3iVIoBK5lK5VL/yT8AU9wAAgApj4x4AwO2Zm5uL+fn5xGxwcDDq6+0tAACoJhs9x8vn864sBOxointUPxv3AACAClde3GtoSCcHAMBOsrKyEmNjY4nZU9tYAACoLg0NDdHf35+YXbhwIU6cOJFSIoA7p7hH9VPcAwAAKpyNewAAt258fDwulz2RyuVykclkUkoEAMBW6u7ujubm5sRsZGQkVldXU0oEcGcU96h+5cU9qysAAIAKo7gHAHBrFhcXY2ZmJjE7fPhw7N+/P51AAABsubq6usjlcolZoVCIycnJlBIB3BnFPaqfjXsAAECFU9wDALg1+Xw+isVi6biuri6Gh4dTTAQAwHY4ePBgtLW1JWZTU1OxtLSUUiKA26e4R/VT3AMAACpcoZA8VtwDALi206dPx5kzZxKz3t7eaGpqSikRAADbKZfLRSaTKR2vra3FyMhIiokAbo/iHtVPcQ8AAKhwNu4BANyctbW1yOfziVlDQ0P09fWllAgAgO3W0tIS3d3didnJkyfj3Llz6QQCuE2Ke1Q/xT0AAKDClRf3GhrSyQEAUOlmZmbi0qVLidnw8HBks9mUEgEAkIaBgYHYVXb2az6fj2KxmFIigFunuEf1K7/mlOIeAABQYWzcAwC4sUKhEBMTE4nZ3r17o729PaVEAACkpb6+PgYHBxOz+fn5mJubSykRwK1T3KP62bgHAABUOMU9AIAbGxsbi5WVlcQsl8tFJpNJKREAAGnq7OyM3bt3J2YbPWcEqFSKe1S//fuvfDU3R9TVKe4BAAAVR3EPAOD6Ntqe0tHREXv37k0pEQAAactkMpHL5RKzy5cvx/j4eDqBAG5RfdoBYMv9wz8kj13THgAAqDCFQvJYcQ8AIOno0aOJ42w2G0NDQymlAQCgUuzfvz8OHz4cJ0+eLM1mZmaiq6srWlpaUkwGcGM27lF7XDYBAACoMDbuAQBc28mTJ+P8+fOJWV9fXzS6ugoAABExNDQUdXVP11+KxWLk8/kUEwHcHMU9AAAASFl5ca+hIZ0cAACVZm1tLUZGRhKzpqam6O3tTSkRAACVprm5ed3zwzNnzsTp06dTSgRwcxT3AAAAIGU27gEAbGxqaiqWlpYSs+Hh4cRGFQAA6Ovri4ays2Hz+Xysra2llAjgxryyBWDTZbPZiIhYXV1NOQnAzvPUv51P/VsK1AbFPQCA9ZaXl2NiYiIx279/fxw+fDilRAAAVKpsNhtDQ0OJ2aVLl2JmZialRAA3prgHwKZ7qmxSLBajUCiknAZg5ygUClEsFiNCcQ9qjeIeAMB6o6OjiQ0pmUwmcrlciokAAKhkHR0dsXfv3sRsYmLC55VAxapPOwBsqfPnI37v9yIaG5/++mf/LKLe/9eHrdTa2hqLi4sREXHx4sU4ePBgyokAdoYLFy6Uvt+9e3eKSYDtVv7eoeIeAFDrzp8/H8ePH0/MOjs7vVYCAOCanjrR40tf+lJptrKyEmNjY3H33XenmAxgY9pLVLcTJyJ+8ieTsze8IZ0sUEP27t0bJ0+ejIgrb7K2tbVFJpNJORVAZSsWi4ni3p49e1JMA2y38o17DQ3p5AAAqATFYjHy+XxiVl9fH4ODgyklAgBgp9i7d290dHQkTgKZm5uL7u5uJ4EAFcelcqluy8vrZ1ZXwJZraGiIpqamiIhYXl6O6enp0qUfAVivWCzG9PR0LP/jc5empqZo0NqBmuJSuQAATzt+/HhcvHgxMRsYGIhdniQBAHAThoaGIpvNJmZHjx5NKQ3AtSnuUd3Ki3uNjRG2fsG2aG9vL23Zm5+fj7GxsTh16lQUyq8DB1DDCoVCnDp1KsbGxmJ+fj4irqzyb29vTzkZsN0U9wAArlhZWYnR0dHErKWlJbq7u1NKBADATtPY2Bh9fX2J2fnz50tXDAOoFC6VS3UrL+7ZXAPbprW1NXp7e2NqaiqKxWIsLy/HyZMn4+TJk5HJZNad5QJQa1ZXV9dtI81kMtHb2xutra0ppQLSsLYWsbqanCnuAQC1anJyct2Jn7lcrnSCKAAA3Ize3t6Ym5uLpaWl0mxkZCQOHjwYdXV2XAGVQXGP6rbRxj1g2zxV3jtx4kTiSXGxWIyVlZUUkwFUnqampmhvb1fagxpUvm0vQnEPAKhNly5diunp6cTs4MGD0dbWllIiAAB2qrq6uhgeHo6vfe1rpdnS0lJMTU1Ff39/iskAnqa4R3VT3IPUtba2xuDgYBQKhbh48WLMz8/H6upqrJavlQGoMdlsNrLZbOzevTv27NkTDTYDQ81S3AMAuGJkZCTW1tZKx5lMJoaHh1NMBADATnb48OHYv39/nDt3rjSbmJiII0eORKPuAFABFPeobop7UDEaGhri4MGDcfDgwbSjAABUlI2Ke7q8AECtOXv2bJw6dSox6+npiZaWlpQSAQBQDXK5XHzxi1+MYrEYERFra2sxOjoaz3zmM1NOBhDhwt1UN8U9AACgwtm4BwDUumKxGPl8PjHbtWuXS5gBAHDHdu/eHZ2dnYnZ8ePH4/z58yklAnia4h7VrVBIHivuAQAAFUZxDwCodbOzs7GwsJCYDQ0NRX29iwYBAHDnBgcH1z23zOfzpS18AGlR3KO62bgHAABUOMU9AKCWXb58OcbHxxOz3bt3x5EjR9IJBABA1dm1a1cMDAwkZhcvXozjx4+nEwjgHynuUd0U9wAAgApXvig8QnEPAKgd4+PjcbnsTIZcLheZTCalRAAAVKPu7u5oaWlJzEZHR2NlZSWlRACKe1S78uJeQ0M6OQAAAK7Bxj0AoFYtLCzE7OxsYtbe3h779+9PJxAAAFUrk8lELpdLzAqFQkxOTqaUCEBxj2pn4x4AAFDhyot79fURFswAALUgn89HsVgsHdfV1cXQ0FCKiQAAqGZtbW1x8ODBxGx6ejouXbqUUiKg1inuUd0U9wAAgApXXtyzbQ8AqAWnTp2Ks2fPJma9vb3R1NSUUiIAAGrB8PBwZK46a3ZtbS1GRkZSTATUMsU9qtvqavJYcQ8AAKgwinsAQK3Z6MPRxsbG6OvrSykRAAC1oqWlJXp6ehKzjU4qAdgOintUt3/37yLW1q5s3rtwIeK3fzvtRAAAAAmKewBArZmZmVl3ObKhoaHIZrMpJQIAoJb09/fHrrI34fL5fBSLxZQSAbVKcY/ql8lENDRE7NkTsXt32mkAAAASCoXkseIeAFDNCoVCjI+PJ2b79u2Ljo6OdAIBAFBz6uvrY2hoKDFbWFiI2dnZlBIBtUpxDwAAAFJk4x4AUEvGxsZidXU1McvlcimlAQCgVh05ciR2ly3+GR8fj8vlb9YBbCHFPQAAAEhR+XuBDQ3p5AAA2GoXL16Mubm5xOzIkSOxZ8+elBIBAFCrMpnMuhNILl++vG47NMBWUtwDAACAFNm4BwDUinw+nzjOZrPrLlEGAADbZf/+/XH48OHEbHZ2NhYWFlJKBNQaxT0AAABIkeIeAFALTpw4EefPn0/M+vv7o8G6YQAAUjQ8PBx1dU9XZ4rF4roTTgC2Sn3aAWBLfeITESdPRjQ2Xvm6996I/v60UwEAAJQo7gEA1W51dTVGRkYSs+bm5ujp6UkpEQAAXNHU1BS9vb0xMTFRmp09ezZOnToVhw4dSjEZUAts3KO6/eIvRnzXd0W8/vURr3tdxIc/nHYiAACAhEIheay4BwBUm6mpqVheXk7MyjebAABAWvr6+qKxsTExGxkZibW1tZQSAbXCq2KqW9mbQVH2xxYAACBtNu4BANVsaWkpJicnE7MDBw7YXgIAQMXIZrMxNDSUmF26dClmZmZSSgTUCsU9qpviHgAAUOHKi3sNDenkAADYCqOjo4lNJZlMJnK5XIqJAABgvY6Ojti7d29iNj4+HoXyy2UAbCLFPaqb4h4AAFDhbNwDAKrV+fPn48SJE4lZV1dXtLa2ppQIAACu7a677kocr66uxtjYWEppgFqguEd1U9wDAAAqnOIeAFCNisViHD16NDGrr6+PgYGBdAIBAMAN7NmzJ44cOZKYzc3NxcWLF1NKBFQ7xT2qm+IeAABQ4cqvtqG4BwBUg2PHjsX8/HxiNjg4GLs82QEAoIINDQ1FNptNzPL5fEppgGqnuEd1U9wDAAAqnI17AEC1WVlZWXdJsdbW1ujq6kopEQAA3JyGhobo7+9PzM6fPx8nTpxIKRFQzRT3qG6KewAAQIUrL+41NKSTAwBgs0xMTEShbK1wLpeLTCaTUiIAALh5PT090dzcnJiNjIzE6upqSomAaqW4R3VT3AMAACqcjXsAQDW5dOlSTE9PJ2aHDh2KAwcOpJQIAABuTV1dXQwPDydmy8vLMTU1lVIioFop7lHdys7qVNwDAAAqjeIeAFBN8vl8FIvF0nEmk1n3oScAAFS6jU4+mZycjKWlpZQSAdVIcY/qtbYWsbKSnCnuAQAAFUZxDwCoFmfOnInTp08nZhtdZgwAAHaCXC4XmUymdLy2thajo6MpJgKqjeIe1av8MrkRinsAAEDFKV8UrrgHAOxExWIx8vl8YtbQ0BD9/f0pJQIAgDvT2toaXV1didmJEyfi/PnzKSUCqo3iHtVLcQ8AANgBbNwDAKrB7OxsLC4uJmaDg4NRX1+fUiIAALhzAwMD657THj16NIrFYkqJgGqiuEf1UtwDAAB2gPLiXkNDOjkAAG7X5cuXY2xsLDHbs2dPHDlyJKVEAACwOXbt2hWDg4OJ2fz8fBw7diylREA1Udyjem1U3PMJGAAAUGFs3AMAdrrx8fFYWVlJzHK5XGQymZQSAQDA5unq6orW1tbEbGxsbN1zYIBbpbhH9erpiTh3LuL48YjJyYijRyN27047FQAAQILiHgCwky0sLMTs7Gxi1t7eHvv27UspEQAAbK5MJhPDw8OJWaFQiImJiZQSAdWi/sY3gR2qri7Cm0MAAECFU9wDAHayfD4fxWKxdFxXVxdDQ0MpJgIAgM3X1tYWBw8ejNOnT5dm09PT0dXVFc3NzSkmA3YyG/cAAAAgRYVC8lhxDwDYKU6dOhVnz55NzPr6+qKpqSmlRAAAsHVyuVxkMpnScbFYjHw+n2IiYKdT3AMAAIAU2bgHAOxEa2trMTIykpg1NjZGb29vSokAAGBrNTc3R09PT2J2+vTpOHPmTEqJgJ1OcQ8AAABSVF7ca2hIJwcAwK2Ynp6OS5cuJWbDw8ORzWZTSgQAAFuvv78/GsrewMvn81EsFlNKBOxkinsAAACQIhv3AICdZnl5OSYmJhKzffv2RXt7e0qJAABge9TX18fg4GBitri4GLOzsyklAnay+rQDwJY5fjziK1+5sq6isTFi796Ie+9NOxUAAECC4h4AsNOMjY3F6upqYpbL5VJKAwAA2+vIkSMxOzsbFy9eLM3Gxsaivb09dnlzD7gFNu5RvT71qYjXvCbila+MePGLI974xrQTAQAArFMoJI+9twcAVLKLFy/GsWPHErPOzs7Ys2dPSokAAGB7ZTKZdSeurKysxPj4eDqBgB1LcY/qtbycPG5sTCcHAADAddi4BwDsJEePHk0cZ7PZdZcKAwCAardv375ob29PzGZnZ2NhYSGlRMBOpLhH9Sov7jU0pJMDAADgOhT3AICd4vjx43HhwoXEbGBgIBq89woAQA0aGhqKurqnazfFYjHy+XyKiYCdRnGP6mXjHgAAsAOUF/d87g0AVKLV1dUYHR1NzJqbm6O7uzulRAAAkK6mpqbo6+tLzM6ePRunTp1KKRGw0yjuUb0U9wAAgB3Axj0AYCeYnJyM5bL3XHO5XGLDCAAA1Jre3t5oLOsijIyMxNraWkqJgJ3EK2qql+IeAACwAyjuAQCVbmlpKaamphKztra2OHjwYEqJAACgMmSz2RgeHk7MLl26FNPT0yklAnYSxT2ql+IeAACwAxQKyWPFPQCg0pRvDMlkMus+nAQAgFrV3t4e+/btS8wmJibWbawGKKe4R/VS3AMAAHYAG/cAgEp27ty5OHnyZGLW3d0dra2tKSUCAIDKk8vlEserq6sxNjaWUhpgp1Dco3qVr61Q3AMAACpMsbi+uNfQkE4WAIByxWIx8vl8YrZr164YGBhIJxAAAFSoPXv2RGdnZ2J27NixuHjxYkqJgJ1AcY/qZeMeAABQ4VZX189s3AMAKsXc3FzMz88nZgMDA1FfX59SIgAAqFyDg4ORzWYTs6NHj6aUBtgJFPeoXop7AABAhSvfthehuAcAVIaVlZV1l/ZqbW2Nrq6ulBIBAEBla2hoWLed+sKFC3H8+PF0AgEVT3GP6lVe3HO9KQAAoMIo7gEAlWpiYiIulz1ZyeVykclkUkoEAACVr7u7O5qbmxOz0dHRWN3o0htAzVPco3rZuAcAAFS4QmH9THEPAEjb4uJiTE9PJ2aHDh2KAwcOpJQIAAB2hrq6usjlconZ8vJyTE5OppQIqGSKe1QvxT0AAKDC2bgHAFSikZGRKBaLpeO6uroYHh5OMREAAOwcBw8ejLa2tsRsamoqlpaWUkoEVCrFPaqX4h4AAFDhNiruNTRsfw4AgKecOXMmTp8+nZj19PSsu9wXAABwbcPDw5HJZErHa2trMTIykmIioBLVpx0Atsx//+8RFy5cKfAtL0d0d6edCAAAIMHGPQCgkhSLxcjn84lZQ0ND9Pf3p5QIAAB2ptbW1ujq6oqZmZnS7OTJk3Hu3LnYv39/esGAiqK4R/Xq7LzyBQAAUKEU9wCASjIzMxOLi4uJ2dDQUGSz2ZQSAQDAzjUwMBAnTpyIy1e9CZjP5+P5z39+YhsfULtcKhcAAABSUl7cy2QifC4OAKTh8uXLMT4+npjt2bMnOjo60gkEAAA73K5du2JgYCAxm5+fj7m5uXQCARVHcQ8AAABSUigkj23bAwDSMjY2FisrK4nZXXfdZRMIAADcga6urmhtbU3MNnruDdQmxT0AAABISfnGPcU9ACANG2396OjoiL1796aUCAAAqkMmk4lcLpeYXb58OSYmJlJKBFQSxT0AAABISXlxr6EhnRwAQG3L5/NRLBZLx9lsNoaGhlJMBAAA1ePAgQNx6NChxGx6ejoWFxdTSgRUivq0A8BN+9SnIj772Zu//RNPRBw4EPETPxHR3Bxx5EhEU9OWxQMAALhVNu4BAGk7efJknDt3LjHr6+uLxsbGdAIBAEAVGh4ejjNnzsTa2lpERBSLxRgZGYn7778/5WRAmhT32Dn++q8jfuEXbv1+v/mbV/73k5+MeMUrNjUSAADAnVDcAwDStLa2FiMjI4lZU1NT9Pb2ppQIAACqU3Nzc/T09MTk5GRpdvr06Thz5ky0tbWlmAxIk0vlUjtaWtJOAAAAkFAoJI8V9wCA7TQ1NRVLS0uJ2fDwcNTV+egAAAA2W39/fzQ0NCRm+Xw+isViSomAtHn1TW04fDji2c9OOwUAAECCjXsAQFqWl5cT2z4iIvbv3x+HDx9OKREAAFS3bDYbQ0NDidni4mLMzMyklAhIm0vlsnPcfXfEP/2nt36/zs6In/zJiMbGzc8EAABwBxT3AIC0jI6OxurqamKWy+VSSgMAALWho6MjZmZm4uLFi6XZ+Ph4dHR0xC5vDkLNUdyj8pw6FfHoo1eKdg0NEa2tES96UcRb3nLlCwAAoEqUF/fKrpQBALAlLly4EMePH0/Murq6Yvfu3SklAgCA2pDJZOKuu+6KL33pS6XZyspKjI2NxTOe8YwUkwFpUNyj8nzlKxGvf/3Tx4cPR5w4kV4eAACALWLjHgCw3YrFYuTz+cSsvr4+BgcHU0oEAAC1Ze/evdHR0ZE4mWZubs7JNFCD6tIOAOssLyePXeIWAACoUop7AMB2O378eFy4cCExGxgYcFkuAADYRkNDQ5HNZkvHG51gA1Q/xT0qT6GQPFbcAwAAqlT5yx+flwMAW2l1dTVGR0cTs5aWlujq6kopEQAA1KbGxsbo6+tLzM6dOxcnT55MKRGQBsU9Ko+NewAAQI2wcQ8A2E6Tk5NRKDtzYHh4OOrqfFQAAADbrbe3N5qamhKzkZGRWFtbSykRsN28GqfyKO4BAAA1QnEPANguly5diqmpqcSsra0tDh48mFIiAACobXV1dTE8PJyYLS0trXveDlQvxT0qT3lxr6EhnRwAAABbrLy45+UPALBVRkdHE5s7MplM5HK5FBMBAACHDx+O/fv3J2aTk5OxXN6bAKqS4h6Vx8Y9AACgRti4BwBsh7Nnz8bJkycTs+7u7mhpaUkpEQAA8JTyE2pWV1djdHQ0pTTAdlLco/Io7gEAADVCcQ8A2GrFYjHy+XxitmvXrhgYGEgnEAAAkLB79+7o7OxMzI4fPx4XLlxIKRGwXRT3qDyKewAAQI0oFJLHinsAwGabm5uLhYWFxGxwcDDq6+tTSgQAAJTb6Dl6Pp+PYrGYUiJgOyjuUXkU9wAAgBph4x4AsJVWVlZibGwsMdtomwcAAJCuhoaG6O/vT8wuXLgQx48fTykRsB0U96g85SsnFPcAAIAqVV7ca2hIJwcAUJ3Gx8fjctkTjlwuF5lMJqVEAADAtXR3d0dLS0tiNjo6GqurqyklAraa4h6Vx8Y9AACgRti4BwBslYWFhZiZmUnMDh8+HPv3708nEAAAcF11dXUxPDycmBUKhZiYmEgpEbDVFPeoPIp7AABAjVDcAwC2ysjISBSLxdLxRh8CAgAAleXgwYPR1taWmE1PT8elS5dSSgRsJcU9Kk95cc+1ogAAgCqluAcAbIXTp0/HmTNnErPe3t5oampKKREAAHCzcrlcZDKZ0vHa2lqMjo6mmAjYKop7VB4b9wAAgBpRKCSPFfcAgDu1trYW+Xw+MWtsbIy+vr6UEgEAALeipaUluru7E7OTJ0/G2bNnU0oEbBXFPSrPr/1axORkxNGjEX//9xFve1vaiQAAALaEjXsAwGabmZlZdxmtoaGhyGazKSUCAABu1cDAQOwqe7Mwn89HsVhMKRGwFerTDgDr7Nt35QsAAKDKlRf3GhrSyQEAVIdCoRATExOJ2d69e6O9vT2lRAAAwO2or6+PwcHB+MY3vlGaLSwsxNzcXHR1daWYDNhMNu4BAABASmzcAwA209jYWKysrCRmuVwuMplMSokAAIDb1dnZGbt3707MNnrOD+xcinsAAACQEsU9AGCzzM/Px9zcXGJ25MiR2Lt3b0qJAACAO5HJZCKXyyVmly9fjvHx8XQCAZtOcQ8AAABSUigkjxX3AIDbdfTo0cRxNpuNwcHBlNIAAACbYf/+/XH48OHEbGZmJhYWFlJKBGwmxT0AAABIiY17AMBmOHHiRJw/fz4x6+/vj8bGxpQSAQAAm2V4eDjq6p6u9xSLxRgZGUkxEbBZ6tMOAOs89tiVT68aG6989fVF7NmTdioAAIBNp7gHANyp1dXVGB0dTcyampqip6cnpUQAAMBmampqit7e3piYmCjNzpw5E6dPn46DBw+mmAy4UzbuUXn+xb+IeMlLIp7//IhnPSviYx9LOxEAAMCWKC/uNTSkkwMA2LmmpqZiaWkpMSvfyAEAAOxsfX190VD25mE+n4+1tbWUEgGbwSt3Ks/ycvLY5RwAAIAqZeMeAHAnlpeXY3JyMjHbv39/HD58OKVEAADAVshmszE8PJyYXbp0KWZmZlJKBGwGxT0qj+IeAABQIxT3AIA7MTo6mtiwkclkIpfLpZgIAADYKu3t7bF3797EbGJiIgqFQkqJgDuluEflUdwDAABqRPl7aop7AMDNOn/+fBw/fjwx6+zsjN27d6eUCAAA2EobnaizsrISY2NjKSUC7pTiHpVHcQ8AAKgRNu4BALejWCxGPp9PzOrr62NwcDClRAAAwHbYu3dvHDlyJDGbm5uL+fn5lBIBd0Jxj8qjuAcAANQIxT0A4HYcP348Ll68mJgNDAzELk8mAACg6g0ODkY2m03Mjh49mlIa4E4o7lFZVlevfF1NcQ8AAKhS5cW9hoZ0cgAAO8fKykqMjo4mZi0tLdHd3Z1SIgAAYDs1NjZGX19fYnb+/Pk4ceJESomA26W4R2Up37YXobgHAABULRv3AIBbNTk5GYVCITHL5XKRyWRSSgQAAGy33t7eaGpqSsxGR0djtXxRElDRFPeoLBsV96ycAAAAqpTiHgBwKy5duhTT09OJ2cGDB6OtrS2lRAAAQBrq6upieHg4MVtaWoqpqamUEgG3Q3GPymLjHgAAUCPW1iLKT4BV3AMArmdkZCTW1tZKx5lMZt2HdQAAQG04fPhw7N+/PzGbnJyM5Y16F0BFUtyjsijuAQAANaJ8216E4h4AcG1nz56NU6dOJWY9PT3R0tKSUiIAACBtuVwuMplM6XhtbS1GR0dTTATcCsU9KoviHgAAUCM2Ku41NGx/DgCg8hWLxcjn84nZrl27or+/P6VEAABAJdi9e3d0dnYmZsePH4/z58+nlAi4FYp7VJaNins+uQIAAKqQjXsAwM2anZ2NhYWFxGxoaCjq6+tTSgQAAFSKwcHBda8N8vl8FIvFlBIBN0txj8pSKCSPGxoirlrrCgAAUC0U9wCAm3H58uUYGxtLzHbv3h1HjhxJKREAAFBJdu3aFQMDA4nZxYsX4/jx4+kEAm6a4h6VpXzjnsvkAgAAVar8vKUIxT0AYL3x8fFYWVlJzO66667IOOEZAAD4R93d3dHS0pKYjY6OrnstAVQWe/SpLM99bsRXvnKlwLe8HLG2lnYiAACALWHjHgBwIwsLCzE7O5uYtbe3x759+1JKBAAAVKJMJhO5XC6+8pWvlGaFQiEmJydjaGgoxWTA9SjuUVlaWiLuvz/tFAAAAFtOcQ8AuJF8Ph/FYrF0XFdX50M3AABgQ21tbXHw4ME4ffp0aTY9PR2dnZ3R3NycYjLgWlwqFwAAAFKguAcAXM+pU6fi7NmziVlfX180NTWllAgAAKh0w8PDkclkSsdra2sxMjKSYiLgehT3AAAAIAXlxb36+oir3lMDAGrYRh+uNTY2Rm9vb0qJAACAnaClpSV6enoSs41OCgIqg+IeAAAApKC8uGfbHgDwlOnp6bh06VJiNjw8HNlsNqVEAADATtHf3x+7yt5szOfzUSwWU0oEXIviHgAAAKSgUEgeK+4BABERhUIhJiYmErN9+/ZFe3t7SokAAICdpL6+PoaGhhKzhYWFmJ2dTSkRcC2Ke1SWU6ci/uEfIkZHI2ZmIs6fTzsRAADAlrBxDwDYyNjYWKyuriZmuVwupTQAAMBOdOTIkdi9e3diNjY2FpfL35QEUqW4R2X5/d+PuPfeiOHhiJ6eiDe+Me1EAAAAW0JxDwAod/HixZibm0vMjhw5Env27EkpEQAAsBNlMpl1JwCtrKzE+Ph4OoGADSnuUVnKrxXV2JhODgAAgC1WXtxraEgnBwBQOfL5fOI4m82uu8QVAADAzdi/f3+0t7cnZrOzs7GwsJBSIqCc4h6VZXk5eay4BwAAVCkb9wCAq504cSLOnz+fmPX390eDdj8AAHCbhoaGoq7u6WpQsVhcd8IQkB7FPSqL4h4AAFAjFPcAgKesrq7GyMhIYtbc3Bw9PT0pJQIAAKpBU1NT9Pb2JmZnz56NU6dOpZQIuJriHpVFcQ8AAKgRhULyWHEPAGrX1NRULJe9Nzo8PJzYjAEAAHA7+vr6orGsezEyMhJra2spJQKe4lU/lUVxDwAAqBE27gEAERFLS0sxOTmZmB04cCAOHTqUUiIAAKCaZLPZGBoaSswuXboU09PTKSUCnqK4R2VR3AMAAGqE4h4AEBExOjqa2HSRyWQil8ulmAgAAKg2HR0dsW/fvsRsYmIiCuWXBQG2leIelUVxDwAAqBHlxb2GhnRyAADpOX/+fJw4cSIx6+rqitbW1pQSAQAA1ar8BKHV1dUYHR1NKQ0QobhHpVHcAwAAaoSNewBQ24rFYhw9ejQxq6+vj4GBgXQCAQAAVW3Pnj1x5MiRxOzYsWNx8eLFlBIBintUlvLinpUTAABAlVLcA4DaduzYsZifn0/MBgcHY5cnBQAAwBYZGhqKbDabmOXz+ZTSAIp7VJby66fbuAcAAFSp8pc/PqMHgNqxsrISY2NjiVlra2t0dXWllAgAAKgFDQ0N0d/fn5idP38+Tpw4kVIiqG2Ke1QWl8oFAABqhI17AFC7JiYmolDW4s/lcpHJZFJKBAAA1Iqenp5obm5OzEZGRmJ1dTWlRFC7FPeoLIp7AABAjVDcA4DatLi4GNPT04nZoUOH4sCBAyklAgAAakldXV0MDw8nZsvLyzE1NZVSIqhdintUFsU9AACgRpQX9xoa0skBAGyvkZGRKBaLpeNMJrPuQzMAAICttNHJQ5OTk7G0tJRSIqhNintUFsU9AACgRti4BwC158yZM3H69OnErLe3d91lqgAAALZaLpeLTCZTOl5bW4vR0dEUE0HtqU87ACS8730R585dKfAtL0c89FDaiQAAALZEoZA8VtwDgOpWLBYjn88nZg0NDdHX15dSIgAAoJa1trZGV1dXzMzMlGYnTpyI7u7u2LdvX4rJoHYo7lFZHnww7QQAAADbwsY9AKgtMzMzsbi4mJgNDQ1Ffb236QEAgHQMDAzE8ePHY2VlpTQ7evRoPP/5z09s4wO2hkvlAgAAQAoU9wCgdly+fDnGx8cTsz179kRHR0c6gQAAACJi165dMTg4mJjNz8/HsWPHUkoEtUVxDwAAAFJQXtxraEgnBwCw9cbGxhIbLCIicrmcDRYAAEDqurq6orW1NTHb6DUMsPkU9wAAACAFNu4BQG1YWFiIubm5xKy9vT327duXUiIAAICnZTKZyOVyiVmhUIiJiYmUEkHtUNwDAACAFCjuAUBtOHr0aBSLxdJxXV1dDA8Pp5gIAAAg6cCBA3Ho0KHEbHp6OhYXF1NKBLVBcY/KUSxGHDsWcfZsxOJixOpq2okAAAC2TKGQPFbcA4Dqc+rUqTh37lxi1tfXF42NjekEAgAAuIbh4eHIZDKl42KxGCMjIykmguqnuEflWFqK6OyMaGuLaG2NqK+P8EcAAACoUjbuAUB1W1tbi3w+n5g1NTVFb29vSokAAACurbm5ed3rldOnT8eZM2dSSgTVT3GPyrG8vH7mzFMAAKBKKe4BQHWbnp6OpaWlxGxoaCiy2WxKiQAAAK6vr68vGhoaErN8Ph/FYjGlRFDdFPeoHIp7AABADSkv7pW9HwYA7GDLy8sxMTGRmO3bty/a29tTSgQAAHBj9fX1MTg4mJgtLi7GzMxMSomguinuUTkU9wAAgBpi4x4AVK+xsbFYXV1NzHK5XEppAAAAbt6RI0diz549idn4+HhcLn9DE7hjintUDsU9AACghijuAUB1unDhQhw7diwx6+zsXPfBFwAAQCXKZDLrTjxaWVmJsbGxlBJB9VLco3IUCutnrhUFAABUqfKXQIp7ALDzFYvFyOfzidlGl5oCAACoZPv27Yv29vbEbG5uLubn51NKBNVJcY/KUb5xr6EhIpNJJwsAAMAWs3EPAKrPiRMn4sKFC4lZf39/NDhBGQAA2GGGh4ejru7pWtFGJyoBd0Zxj8pRXtxzmVwAAKCKKe4BQHVZXV2N0dHRxKy5uTm6u7tTSgQAAHD7Ghsbo6+vLzE7d+5cnDp1KqVEUH0U96gcG23cAwAAqFLlxT0vgQBgZ5ucnIzlsvc4c7lcYkMFAADATtLb2xuNZUuX8vl8rK2tpZQIqot3DKgcNu4BAAA1xMY9AKgeS0tLMTU1lZi1tbXFwYMHU0oEAABw57LZbAwPDydmS0tLMT09nVIiqC6Ke1QOxT0AAKCGKO4BQPUYGRlJbJzIZDKRy+VSTAQAALA52tvbY9++fYnZxMTEuo3jwK1T3KNyKO4BAAA1pFBIHivuAcDOdO7cuTh58mRi1t3dHS0tLSklAgAA2FzlJyatrq7G2NhYSmmgeijuUTkU9wAAgBpi4x4A7HzFYjHy+XxitmvXrhgYGEgnEAAAwBbYs2dPdHZ2JmbHjh2LCxcupJQIqoPiHpVDcQ8AAKghinsAsPPNzc3F/Px8YjY4OBj19fUpJQIAANgag4ODkc1mE7N8Ph/FYjGlRLDzKe5ROcqvE6W4BwAAVKlicX1xr6EhnSwAwO1ZWVlZd2mo1tbWdVsoAAAAqkFDQ8O67eIXLlyIEydOpBMIqoDT/qgcr3lNxB//8ZXNe8vLEYcPp50IAABgS6yurp/ZuAcAO8v4+HhcLmvi53K5yGQyKSUCAADYWt3d3TE7OxuXLl0qzUZHR+PQoUPrtvEBN6a4R+UYHr7yBQAAUOXKF45HKO4BwE6yuLgYMzMzidnhw4fjwIEDKSUCAADYenV1dZHL5eKrX/1qaba8vByTk5MxODiYYjLYmVwqFwAAALZZ+WVyIxT3AGAnGRkZiWKxWDquq6uLoaGhFBMBAABsj4MHD0ZbW1tiNjU1FUtLSyklgp1LcQ8AAAC2meIeAOxcp0+fjtOnTydmPT090dzcnFIiAACA7TU8PByZTKZ0vLa2FiMjIykmgp1JcQ8AAAC22UbFvYaG7c8BANyajT6MamhoiP7+/pQSAQAAbL/W1tbo7u5OzE6ePBnnzp1LJxDsUIp7AAAAsM1s3AOAnWl2djYWFxcTs6GhochmsyklAgAASMfAwEDsKntTM5/PR7FYTCkR7DyKe1SOlZUI/4ADAAA1QHEPAHaeQqEQ4+PjidnevXujo6MjnUAAAAApqq+vj8HBwcRsfn4+5ubmUkoEO4/iHpXjrW+NqKu7cn2oPXsi3vnOtBMBAABsiUJh/UxxDwAq2/j4eKysrCRmuVwuMplMSokAAADS1dnZGa2trYnZ2NjYutdOwMYU96gcy8tX/vfy5Yj5+YjV1XTzAAAAbJHyjXuZTIQr7AFA5Zqfn4/Z2dnErKOjI/bu3ZtSIgAAgPRlMpnI5XKJ2eXLl9dtKwc2prhH5XiquPeUxsZ0cgAAAGyx8uKebXsAUNny+XziOJvNxtDQUEppAAAAKseBAwfi0KFDidnMzEwsLi6mlAh2DsU9Kkf5taIU9wAAgCpVXtxraEgnBwBwYydPnoxz584lZn19fdHo/UsAAICIiBgeHo66uqcrSMVicd0JUMB6intUjvKNez65AgAAqpSNewCwM6ytrcXIyEhi1tTUFL29vSklAgAAqDzNzc3R09OTmJ05cyZOnz6dUiLYGRT3btKXvvSl+Pf//t/Ht37rt0Zvb280NjbG7t274xnPeEZ8//d/f3z6059OO+LO51K5AABAjVDcA4CdYWpqKpaWlhKz8k0SAAAARPT390dD2YKmkZGRWFtbSykRVL76tAPsBK94xSviU5/61Lp5oVCIo0ePxtGjR+P3fu/34nu+53vid37nd9b9Q8RNUtwDAABqRKGQPFbcA4DKs7y8HJOTk4nZ/v374/DhwyklAgAAqFzZbDaGhobi61//emm2uLgYs7Oz67bxAVco7t2EmZmZiIjo6uqKf/bP/lm87GUvi76+vlhdXY3Pfe5z8Su/8isxMzMTf/AHfxArKyvxwQ9+MOXEO5TiHgAAUCNs3AOAyjc6Ohqrq6ul40wmE7lcLsVEAAAAla2joyNmZmbi4sWLpdn4+Hi0t7dbggUbsM//Jtxzzz3xoQ99KCYnJ+P/+r/+r3jDG94QDz30ULzoRS+Kt7/97fHEE0/EM57xjIiI+MM//EOXzb1dinsAAECNUNwDgMp24cKFOH78eGLW2dkZu3fvTikRAABA5ctkMnHXXXclZisrKzE+Pp5OIKhwins34c///M/jTW96U2Sz2Q1/fujQofiVX/mV0vH/+B//Y7uiVRfFPQAAoEaUF/ecbAoAlaNYLMbRo0cTs/r6+hgcHEwpEQAAwM6xd+/e6OjoSMxmZ2djfn4+pURQuRT3NskrX/nK0vcjIyPpBdnJFPcAAIAaYeMeAFSu48ePJy7rFBExMDAQu/zBBgAAuClDQ0PrlmPl8/mU0kDlUtzbJIVCofR9XZ3/Z70tinsAAECNUNwDgMq0uroao6OjiVlLS0t0dXWllAgAAGDnaWxsjL6+vsTs3LlzcfLkyZQSQWXSMNskjzzySOn7e+65J8UkO1h5cc+1ogAAgCp11blfEaG4BwCVYmJiInGSdkRELpdzsjYAAMAt6u3tjaampsRsZGQk1tbWUkoElac+7QDVYG1tLX7pl36pdPymN73plh9jenr6uj+fm5u75cfccWzcAwAAaoSNewBQeS5durTufdqDBw9GW1tbSokAAAB2rrq6uhgeHo6vfe1rpdnS0lJMTU1Ff39/ismgcijubYL3vOc98bd/+7cREfH6178+HnzwwVt+jN7e3s2OtbOsrUWsrCRninsAAECVUtwDgMpTvvkhk8nE8PBwiokAAAB2tsOHD8f+/fvj3Llzpdnk5GQcOXIkGnVCQHHvTj3yyCPxMz/zMxER0d7eHr/xG7+RcqIdqliM+K3furJ176mvI0fSTgUAALAlyot7DQ3p5AAArjh79mycOnUqMevu7o6WlpaUEgEAAFSHXC4Xjz32WOl4dXU1RkdH45nPfGaKqaAyKO7dga997Wvx+te/PlZWVqKxsTH++I//ODo6Om7rsaampq7787m5uXjBC15wW4+9I2SzET/0Q2mnAAAA2BY27gFA5SgWi5HP5xOzXbt2xcDAQDqBAAAAqsju3bujq6srZmdnS7Pjx49Hd3d37N27N8VkkD7Fvds0NjYWr3nNa+Ls2bORzWbjD//wD+MVr3jFbT9eT0/PJqYDAACgkhUKyWPFPQBIz9zcXCwsLCRmg4ODUV/v7XMAAIDNMDg4GCdOnIiVlZXS7OjRo/G85z0vMplMiskgXXVpB9iJZmdn45u/+ZtjdnY2MplMvO9974vXv/71accCAABgh7BxDwAqw+XLl2NsbCwx2717d3R2dqaUCAAAoPpstNX84sWLcfz48XQCQYVQ3LtFp06dim/5lm+J0dHRiIj4tV/7tfje7/3elFMBAACwkyjuAUBlmJiYiMtlf5hzuZyNDwAAAJusq6srWlpaErPR0dFYXV1NKRGkT3HvFpw/fz5e+9rXxpNPPhkREb/0S78UP/ZjP5ZyKgAAAHaa8uJeQ0M6OQCgli0sLMTMzExidvjw4di/f386gQAAAKpYXV1dDA8PJ2aFQiEmJiZSSgTpU9y7SYuLi/Ft3/Zt8aUvfSkiIv6P/+P/iJ/+6Z9OORUAAAA7kY17AJC+kZGRKBaLpeONPkQCAABg8xw8eDDa2toSs+np6bh06VJKiSBdins3oVAoxOtf//r4zGc+ExERP/mTPxm/8Au/kHKqKvO3fxuxf39ER0dEX1/Ec5+bdiIAAIAto7gHAOk6ffp0nDlzJjHr7e2NpqamlBIBAADUhlwuF5lMpnS8trYWIyMjKSaC9NSnHWAnePOb3xwf+9jHIiLi4Ycfjre+9a3x93//99e8fUNDQzzjGc/YrnjVYXEx4vz5p48XFtLLAgAAsMUKheSx4h4AbJ+1tbXI5/OJWWNjY/T19aWUCAAAoHa0tLREd3d3TE9Pl2anTp2Ks2fPxoEDB1JMBttPce8m/Nmf/Vnp+0984hPx7Gc/+7q37+/vj/Hx8S1OVWWWl5PHjY3p5AAAANgGNu4BQHpmZmbWXYZpaGgostlsSokAAABqy8DAQBw/fjwuX/VGaT6fjwcffDCxjQ+qnUvlUhkU9wAAgBqiuAcA6SgUCutOut67d290dHSkEwgAAKAG1dfXx+DgYGK2sLAQc3NzKSWCdCju3YRisXhLX7bt3QbFPQAAoIaUF/caGtLJAQC1ZmxsLFZXVxOzXC6XUhoAAIDa1dnZGbt3707MxsbGElv4oNop7lEZCoXkseIeAABQxWzcA4Dtd/HixXXbG44cORJ79+5NKREAAEDtymQy606kunz5ckxMTKSUCLaf4h6VwcY9AACghijuAcD2y+fzieNsNhtDQ0MppQEAAGD//v1x+PDhxGxmZiYWFhZSSgTbS3GPyqC4BwAA1JDypeOKewCwtU6cOBHnz59PzPr7+6PB9eoBAABSNTw8HHV1T9eXisVijIyMpJgIto/iHpVBcQ8AAKghNu4BwPZZXV1d96FPU1NT9PT0pJQIAACApzQ1NUVvb29idubMmTh9+nRKiWD7KO5RGRT3AACAGqK4BwDbZ2pqKpbL3n/M5XKJjQ4AAACkp6+vLxrLeiL5fD7W1tZSSgTbwzsTVAbFPQAAoIaUF/dcpQ8Atsby8nJMTk4mZgcOHIhDhw6llAgAAIBy2Ww2hoaGErNLly7FzMxMSolgeyjuURkU9wAAgBpi4x4AbI+RkZHEhoZMJhO5XC7FRAAAAGykvb099u7dm5iNj49HoVBIKRFsPcU9KoPiHgAAUEPK32tS3AOAzXf+/Pk4ceJEYtbV1RWtra0pJQIAAOBaNjrRanV1NcbGxlJKBFtPcY/KUP6pleIeAABQxWzcA4CtVSwWI5/PJ2b19fUxMDCQTiAAAABuaO/evXHkyJHEbG5uLi5evJhSIthaintUBhv3AACAGqK4BwBb6/jx4+s+2BkYGIhd/ugCAABUtMHBwchms4lZ+YlZUC3q0w4AERHxHd8R0dNzpcC3vBzxTd+UdiIAAIAto7gHAFtnZWUlRkdHE7OWlpbo7u5OKREAAAA3q7GxMfr7+xOv686fPx8nTpyI9vb2FJPB5lPcozK87nVXvgAAAGpAeXGvoSGdHABQjSYnJ6NQKCRmuVwuMplMSokAAAC4FT09PTE7OxtLS0ul2cjISBw8eHDdNj7YyVwqFwAAALaZjXsAsDUuXboUU1NTidnBgwejra0tpUQAAADcqrq6usjlconZ8vLyutd7sNMp7gEAAMA2K1sCpLgHAJtkZGQkisVi6TiTyaz7sAcAAIDKd+jQodi/f39iNjk5GcvLy+kEgi2guAcAAADbzMY9ANh8Z8+ejVOnTiVmPT090dzcnFIiAAAA7kQul4tMJlM6Xltbi5GRkRQTweZS3AMAAIBttLZ25etqinsAcGeKxWLk8/nErKGhIfr7+1NKBAAAwJ3avXt3dHZ2JmYnTpyI8+fPp5QINpfiHgAAAGyj8m17EYp7AHCnZmdnY2FhITEbHByM+vr6lBIBAACwGTZ6bZfP56NYLKaUCDaP4h6V4XWvi7j77ohnPzvioYciPvaxtBMBAABsiY2Kew0N258DAKrF5cuXY2xsLDHbs2dPHDlyJKVEAAAAbJZdu3bFwMBAYnbx4sU4duxYOoFgEzndkMowNhbxjW88fXzhQnpZAAAAtpCNewCwucbHx2NlZSUxy+VykclkUkoEAADAZuru7o7Z2dlYXFwszcbGxuLw4cM2rbOj2bhHZVheTh43NqaTAwAAYIsVCutninsAcHsWFhZidnY2MWtvb499+/allAgAAIDNlslkIpfLJWaFQiEmJydTSgSbQ3GPyqC4BwAA1Agb9wBg8+Tz+SgWi6Xjurq6GBoaSjERAAAAW6GtrS0OHjyYmE1NTcWlS5dSSgR3TnGPylBe3GtoSCcHAADAFlPcA4DNcerUqTh79mxi1tfXF01NTSklAgAAYCsNDw9HJpMpHReLxRgZGUkxEdwZxT0qg417AABAjdiouOfcJQC4NWtra+s+nGlsbIze3t6UEgEAALDVWlpaoqenJzHb6KQu2CkU96gMinsAAECN2Ki4V1+//TkAYCebnp5edzmk4eHhyGazKSUCAABgO/T398euskuY5PP5KBaLKSWC26e4R/rW1tZ/cqW4BwAAVKnylz/19RFXXd0BALiBQqEQExMTidm+ffuivb09pUQAAABsl/r6+hgaGkrMFhYWYnZ2NqVEcPsU90hfobB+prgHAABUqfKXQGUnhwIANzA6Ohqrq6uJWS6XSykNAAAA2+3IkSOxe/fuxGxsbCwub3S5E6hginukT3EPAACoIeXvHSnuAcDNu3jxYhw7diwx6+zsjD179qSUCAAAgO2WyWTirrvuSsxWVlZifHw8nUBwmxT3SN/y8vqZ4h4AAFClFPcA4PYdPXo0cZzNZmNwcDClNAAAAKRl37590d7enpjNzs7GwsJCSong1inukT7FPQAAoIaUF/caGtLJAQA7zfHjx+PChQuJWX9/fzT4YwoAAFCThoaGoq7u6epTsViMfD6fYiK4NYp7pG+j4p432wAAgCpl4x4A3LrV1dUYHR1NzJqbm6OnpyelRAAAAKStqakp+vr6ErOzZ8/GqVOnUkoEt0Zxj/TZuAcAANSQQiF5rLgHADc2NTUVy2XvIw4PDyc2KwAAAFB7ent7o7GsYzIyMhJra2spJYKb510N0lde3Kuvj/CGGwAAUKVs3AOAW7O0tBSTk5OJ2YEDB+LQoUMpJQIAAKBSZLPZGB4eTswuXboU09PTKSWCm1efdgCIQ4ci/n//vysFvo227wEAAFQRxT0AuDWjo6OJTQmZTCZyuVyKiQAAAKgk7e3tMTMzE+fPny/NJiYm4siRI9HQ0JBiMrg+xT3S19sb8Su/knYKAACAbaG4BwA379y5c3HixInErKurK1pbW1NKBAAAQCXK5XLxxS9+sXS8uroao6Ojcc8996SYCq7P9UgBAABgG5UX95zwCQAbKxaLkc/nE7Ndu3bFwMBAOoEAAACoWHv27IkjR44kZseOHYuLFy+mlAhuTHEPAAAAtpGNewBwc44dOxbz8/OJ2cDAQOzyxxMAAIANDA0NRTabTcyOHj2aUhq4McU9AAAA2EaFQvJY9wAA1ltZWYnR0dHErLW1Nbq6ulJKBAAAQKVraGiI/v7+xOzChQtx/PjxlBLB9SnuAQAAwDaycQ8AbmxiYiIul/3RzOVykclkUkoEAADATtDT0xPNzc2J2ejoaKyurqaUCK5NcQ8AAAC2keIeAFzf4uJiTE9PJ2aHDh2KAwcOpJQIAACAnaKuri6Gh4cTs+Xl5ZiamkopEVyb4h7p+9M/jXjRiyJe8YqI17wm4qd/Ou1EAAAAW0ZxDwCub2RkJIrFYul4ow9dAAAA4Fo2OvlrcnIylpaWUkoEG6tPOwDE9HTEF77w9LH1pAAAQBUrL+41NKSTAwAq0ZkzZ+L06dOJ2UaXOQIAAIDryeVy8dhjj5VODFtbW4vR0dG49957U04GT7Nxj/QtLyePGxvTyQEAALANbNwDgI0Vi8XI5/OJWUNDQ/T396eUCAAAgJ2qtbU1urq6ErMTJ07EuXPn0gkEG1DcI32KewAAQA0pFJLHinsAcMXMzEwsLi4mZkNDQ5HNZlNKBAAAwE42MDAQu8regM3n86UtfJA2xT3Sp7gHAADUEBv3AGC9y5cvx/j4eGK2Z8+e6OjoSCcQAAAAO96uXbtiYGAgMZufn49jx46lEwjKKO6RPsU9AACghijuAcB6Y2NjsbKykpjlcrnIZDIpJQIAAKAadHV1RWtra2I2Ojq67jUopEFxj/Qp7gEAADWkvLjX0JBODgCoFPPz8zE3N5eYdXR0xL59+1JKBAAAQLXIZDKRy+USs8uXL8fExERKieBpinukT3EPAACoITbuAUBSPp+PYrFYOs5mszE0NJRiIgAAAKrJgQMH4tChQ4nZ9PR0LC4uppQIrlDcI33lxT3rJgAAgCqmuAcATzt58mScO3cuMevr64tGJ/cCAACwiYaHh6Ou7umaVLFYjJGRkRQTgeIelcDGPQAAoIYUCsljxT0AatXa2tq6D0mampqit7c3pUQAAABUq+bm5ujp6UnMTp8+HWfOnEkpESjuUQnKP7VS3AMAAKqYjXsAcMX09HQsLS0lZkNDQ4kNCAAAALBZ+vr6oqHsKpD5fD6KxWJKiah13gEhfTbuAQAANURxDwAilpeXY2JiIjHbt29ftLe3p5QIAACAaldfXx9DQ0OJ2eLiYszMzKSUiFqnuEf6FPcAAIAaUl7cKzvBEwBqwtjYWKyuriZmd911V0ppAAAAqBUdHR2xZ8+exGx8fDwul79xC9tAcY/0Ke4BAAA1xMY9AGrdhQsX4tixY4lZZ2dn7N69O6VEAAAA1IpMJhO5XC4xW1lZibGxsZQSUcsU90if4h4AAFBDCoXkseIeALWkWCxGPp9PzOrr62NwcDClRAAAANSaffv2RXt7e2I2NzcX8/PzKSWiVtWnHQDiW781Ipe78unV8nLEwEDaiQAAALaMjXsA1LITJ07EhQsXErP+/v5ocO14AAAAttHw8HCcOnUq1tbWIuLpE82e+9znphuMmqK4R/re9a60EwAAAGwbxT0AatXq6mqMjo4mZs3NzdHd3Z1SIgAAAGpVY2Nj9PX1xfj4eGl27ty5OHnyZBw+fDi9YNQUl8oFAACAbaS4B0CtmpycjOXl5cQsl8tFXZ23qQEAANh+vb290dTUlJiNjIyUtvDBVvOOCAAAAGyj8uKeKwMCUAuWlpZiamoqMWtra4uDBw+mlAgAAIBal81mY2hoKDHb6PUrbBXFPQAAANhGNu4BUIvKNxZkMpnI5XIpJgIAAICI9vb22LdvX2K20cZ42AqKewAAALCNCoXkseIeANXu3LlzcfLkycSsu7s7WlpaUkoEAAAAT7vrrrsSx6urqzE2NpZSGmqJ4h4AAABsIxv3AKglxWIx8vl8YrZr164YGBhIJxAAAACU2b17d3R2diZmx44diwsXLqSUiFpRn3YAalyxGPG610U0NEQ0Nl75+qVfiujuTjsZAADAllDcA6CWzM3Nxfz8fGI2ODgY9fXemgYAAKByDA4OxsmTJ2NlZaU0y+fz8cADD0Qmk0kxGdXMuyOkq1CI+Mu/TM5+/ufTyQIAALANFPcAqBUrKyvrLi200RYDAAAASFtDQ0P09/fHyMhIaXbhwoU4ceJEdHR0pJiMauZSuaRreXn9rLFx+3MAAABsk/LiXkNDOjkAYKuNj4/H5bI/fLlczqYCAAAAKlJ3d3c0NzcnZqOjo7G6uppSIqqd4h7pUtwDAABqSLFo4x4AtWFxcTFmZmYSs8OHD8f+/fvTCQQAAAA3UFdXF7lcLjFbXl6OycnJlBJR7RT3SJfiHgAAUENWVtbPFPcAqEb5fD6KxWLpuK6uLoaGhlJMBAAAADd28ODBaGtrS8ympqZiaWkppURUM8U90qW4BwAA1JDybXsRinsAVJ/Tp0/HmTNnErPe3t51lxsCAACASpTL5SKTyZSO19bWYmRkJMVEVCvFPdK1UXGvoWH7cwAAAGwDxT0Aqt1GH2Y0NDREX19fSokAAADg1rS0tER3d3didvLkyTh37lw6gahainukq7y4l81e+QIAAKhCinsAVLuZmZlYXFxMzIaHhyPrPT8AAAB2kIGBgdhV9uZtPp+PYrGYUiKqkeIe6Sov7rlMLgAAUMU2Ku5ZOg5AtSgUCjExMZGY7d27N9rb21NKBAAAALenvr4+BgcHE7P5+fmYm5tLKRHVSHGPdBUKyWPFPQAAoIqVvwSKsHEPgOoxPj4eKysriVkul4tMJpNSIgAAALh9nZ2d0drampiNjY2te+0Lt0txj3TZuAcAANQQl8oFoFrNz8/H7OxsYtbR0RF79+5NKREAAADcmUwmE7lcLjG7fPlyjI+PpxOIqqO4R7oU9wAAgBqiuAdAtcrn84njbDYbQ0NDKaUBAACAzXHgwIE4fPhwYjYzMxOLi4spJaKaKO6RLsU9AACghpQX9zKZiGw2nSwAsFlOnjwZ586dS8z6+vqi0Xt9AAAAVIGhoaGoq3u6YlUsFtedwAa3Q3GPdCnuAQAANaS8uNfQkE4OANgsa2trMTIykpg1NTVFb29vSokAAABgczU3N0dPT09idubMmTh9+nRKiagWinukS3EPAACoIeXFPZfJBWCnm5qaiqWlpcRseHg4sYkAAAAAdrr+/v5oKDsTe2RkJNbW1lJKRDWoTzsANa6rK+J1r7tS4FtejrjnnrQTAQAAbJlCIXmsuAfATra8vByTk5OJ2f79++Pw4cMpJQIAAICtkc1mY2hoKL7+9a+XZouLizEzM2PrPLdNcY90vfa1V74AAABqgI17AFST0dHRWF1dLR1nMpnI5XIpJgIAAICt09HREbOzs3HhwoXSbGJiIjo6OtZt44Ob4XoFAAAAsE0U9wCoFhcuXIjjx48nZp2dnbF79+6UEgEAAMDW2uiEtZWVlRgfH08nEDue4h4AAABsE8U9AKpBsViMo0ePJmb19fUxODiYUiIAAADYHnv37o2Ojo7EbHZ2Nubn51NKxE6muAcAAADbpLy45+oJAOxEx48fj4sXLyZmAwMDsUsjHQAAgBowNDQU2Ww2Mcvn8ymlYSdT3AMAAIBtYuMeADvd6upqjI6OJmYtLS3R3d2dUiIAAADYXo2NjdHX15eYnTt3Lk6ePJlSInYqxT0AAADYJoVC8lhxD4CdZmJiIgplf9ByuVxkMpmUEgEAAMD26+3tjaampsRsZGQk1tbWUkrETlSfdgBq3H//7xGf/nREY+OVr1e9KuL1r087FQAAwJawcQ+AnezSpUsxPT2dmB08eDDa2tpSSgQAAADpqKuri+Hh4fja175Wmi0tLcXU1FT09/enmIydRHGPdD36aMTv/d7Tx7t2Ke4BAABVS3EPgJ2sfHNAJpOJ4eHhFBMBAABAeg4fPhz79++Pc+fOlWaTk5Nx5MiRaGxsTC8YO4ZL5ZKu5eXksX+4AACAKqa4B8BOdfbs2Th16lRi1tPTEy0tLSklAgAAgPTlcrnIZDKl49XV1RgdHU0xETuJ4h7pUtwDAABqSHlxr6EhnRwAcCuKxWLk8/nEbNeuXS79AwAAQM3bvXt3dHZ2JmbHjx+P8+fPp5SInURxj3Qp7gEAADXExj0AdqLZ2dlYWFhIzIaGhqK+vj6lRAAAAFA5BgcH171GzufzUSwWU0rETqG4R7oKheSx4h4AAFDFyl8CKe4BUOkuX74c4+Pjidnu3bvjyJEj6QQCAACACrNr164YGBhIzC5evBjHjx9PJxA7huIe6bJxDwAAqCE27gGw00xMTMTlsj9guVwuMplMSokAAACg8nR3d0dLS0tiNjo6GqurqyklYidQ3CNd5cW9hoZ0cgAAAGwDxT0AdpKFhYWYmZlJzA4fPhz79+9PJxAAAABUqEwmE7lcLjErFAoxMTGRUiJ2AsU90mXjHgAAUEMU9wDYSfL5fBSLxdJxXV1dDA8Pp5gIAAAAKldbW1scPHgwMZueno5Lly6llIhKV592AGqc4h4AACkqFovxX/7Lf4kPfehDsbi4GBERTzzxxIa3/djHPhbveMc7bvt3feITn4i2trZ187/7u7+LH/zBH7ztx/3TP/3TDT9AHxkZiTe84Q23/bi/8zu/Ew8++OC6+ZkzZ+Lhhx++7cf9T//pP8VrXvOadfNisRgPPPDAbT/u//6//+/xz//5P9/wZ6961avi7Nmzt/W4P/IjPxI/8iM/suHP/pf/5X+J0dHRW3q8p5cWvSki/o2l4wBUrNOnT6/7+9nb2xtNTU0pJQIAAIDKNzw8HGfOnCmdCLe2thYjIyPxrGc9K+VkVCLFPdKluAcAQIo++tGPxtve9rabuu25c+fiy1/+8m3/rtXV1Q3n8/Pzd/S4y+XPqf/R0tLSHT3uwsLChvOVlZU7etzz589f82d38rinT5++5s/+/u//Pk6dOnVbj3v8+PFr/uzrX/96/MM//MNtPW7EN0WEjXsAVKa1tbXI5/OJWWNjY/T19aWUCAAAAHaGlpaW6OnpiampqdLs1KlTcfbs2Thw4ECKyahELpVLuhT3AABI0SOPPJJ2BGqc4h4AlWhmZmbdZXyGhoYim82mlAgAAAB2jv7+/thV9uZvPp8vbeGDpyjukS7FPQAAUnTy5Mm0I1DjFPcAqDSFQiHGx8cTs71790ZHR0c6gQAAAGCHqa+vj8HBwcRsYWEhZmdnU0pEpXKpXNJVKCSPFfcAANhG5ZdPfeYzn3nN277whS+MD3zgA7f9u/bs2bPh/N57772jx+3u7r7m/E4e95577tlwvnfv3jt63Be+8IXX/NmdPO6DDz74/2/vzsPrLOv88X9OkiZpm25p2nRLm6ahUBEBWWSHojAiKiCyuAzo6IyD4gruCjo6Km7IzCiMG4uj8ANkcFhUlKWsSmVHCpKkadO96d5mT87vj3577EnTPTlPltfrunJ57vs853neKcfT5uR97nun91133XU73VJ4dw455JCd3vftb387Nm7cuFfn++EPIx5/PCLigIhQ3AOg/1m4cGF0dnZmzR1wwAEJpQEAAICBafLkybFs2bLYvHlzZq6+vj4mTpy4w2p8DF2KeyTLinsAACSo+4p7H//4x3d67IwZM2LGjBm9nqG8vDze/e539/p5x44d2yfnLS4u7pPzplKpPjlvRMS5557bJ+d961vfutePufPO7HFhYe9kAYDesGnTpli+fHnW3KRJk3b6AQQAAACgZ6lUKqqrq+PZZ5/NzLW3t0d9fb0PyJGhuEeyjjwyoqVla4GvtTWipCTpRAAADCHdi3tlZWUJJWGoaG/PHvtgJQD9SU1NTdY4Pz8/qqqqEkoDAAAAA9vYsWNjwoQJWb+LWLZsWUyZMiVGjhyZYDL6C8U9kvXoo0knAABgCOte3JswYUJCSRgq2tqyx4p7APQXq1atig0bNmTNzZgxIwotDwsAAAD7bNasWbFmzZro6uqKiIh0Oh01NTVx6KGHJpyM/iAv6QAAAABJaG1tjU2bNmXNKe7R16y4B0B/1NnZGbW1tVlzw4cPj2nTpiWUCAAAAAaH4uLiqKioyJpbt25drFmzJqFE9CeKewAAwJDU2Ni4w5ytculrinsA9EcNDQ3R2tqaNTdr1qzIy/P2MQAAAOyv6dOnR1FRUdZcTU1NZhU+hi7vvAAAAENS921yU6lUlJaWJpSGoUJxD4D+pqWlJRYvXpw1N27cOB9oAAAAgF6Sn58fVVVVWXPNzc2xdOnShBLRXyjuAQAAQ1L3FffGjx8f+fn5CaVhqOhe3CssTCYHAGxTV1eX9Qn/VCoV1dXVCSYCAACAwae8vDxGjx6dNVdfXx9tbW0JJaI/UNwDAACGpO4r7llVhlyw4h4A/cmGDRti1apVWXNTpkyJkSNHJpQIAAAABq8DDjgga9zZ2RkLFy5MKA39QUHSARjCliyJ+O53I4qKtn6NGBHxuc8lnQoAgCGie3FvwoQJCSVhKOn+4UnFPQCSkk6no6amJmuuoKAgKisrkwkEAAAAg9yoUaNi0qRJsWLFiszc8uXLY8qUKTFq1KgEk5EUxT2Ss2xZxDXX/H2suAcAQA513ypXcY9csOIeAP3FihUrYtOmTVlzM2fOjGH+cgIAAIA+U1VVFatXr47Ozs7MXE1NTRx++OEJpiIpinskp7U1e1xUlEwOAACGpM9+9rNx0UUXRWNjY6xevTpKS0uTjsQQoLgHQH/Q0dGxw1Y8I0eOjClTpiSUCAAAAIaGwsLCmDFjRtTV1WXmNmzYEKtWrYqJEycmmIwkKO6RnO7FvcLCZHIAADAkjRw5Mqqrq6O6ujrpKAwhinsA9AeLFi2Ktm77t1dXV0cqlUooEQAAAAwd06ZNi+XLl0dzc3Nmrra2NsaPHx/5+fkJJiPX8pIOwBBmxT0AAGCI6V7c8/klAHKtubk5lixZkjU3fvz4GDduXEKJAAAAYGjJy8uLWbNmZc21trZGQ0NDQolIiuIeyVHcAwAAhhgr7gGQtNra2kin05lxKpWyAjEAAADkWFlZ2Q4folu8eHG0tLQklIgkKO6RHMU9AABgiOm2K6HiHgA5tXbt2mhsbMyamzZtWgwfPjyhRAAAADB0VVdXRyqVyoy7urqirq4uwUTkmuIeyVHcAwAAhhgr7gGQlHQ6HbW1tVlzhYWFMWPGjIQSAQAAwNA2cuTImDJlStbcqlWrYsOGDQklItcU90iO4h4AAAlpaWmJBx54IF544YVYsWJFtHdvU0EfUdwDICnLli2LLVu2ZM3NnDkzCgoKEkoEAAAAVFZW7vCzeU1NTaTT6YQSkUvelSE5insAACRk0aJF8cY3vjFrrrm5OYqLixNKxFDQ1bX1a3uKewDkQnt7eyxcuDBrbtSoUTFp0qSEEgEAAAAREcOGDYvKysqoqanJzG3atClWrFgRkydPTjAZuWDFPZKjuAcAQEJWr16dNS4pKVHao8/1tLBjYWHucwAw9NTX10dHR0fWXHV1daRSqYQSAQAAANtMnTo1RowYkTW3cOHCHX6WZ/BR3CM53Yt7fmMFAECOdC/uTZgwIaEkDCVtbTvOWXEPgL62ZcuWWLZsWdbcxIkTY8yYMQklAgAAALaXSqWiuro6a66trS0WLVqUUCJyRXGP5FhxDwCAhDQ2NmaNFffIhZ5W3FPcA6Cv1dTURDqdzozz8vKiqqoqwUQAAABAd6WlpTF+/PisuSVLlkRzc3NCicgFxT2So7gHAEBCrLhHEhT3AMi1xsbGWLduXdbc9OnTo7i4OKFEAAAAwM5UV1dHKpXKjNPpdNTU1CSYiL6muEdyFPcAAEhI9+JeWVlZQkkYShT3AMilrq6uqK2tzZorKiqKioqKhBIBAAAAuzJ8+PCYNm1a1tyaNWti7dq1CSWirynukZxx4yKqqiKmTo0oK4sYOzbpRAAADBFW3CMJPRX3CgtznwOAoaGn7XRmzZoV+fn5CSUCAAAAdmfGjBlR2O2N49ra2kin0wkloi8p7pGcr3wlorY2YsmSiNWrI7773aQTAQAwRDQ2NmaNFffIBSvuAZArbW1tsWjRoqy5MWPGxMSJExNKBAAAAOyJgoKCmDlzZtbcli1bYtmyZQkloi8p7gEAAEOOrXJJQlvbjnMFBbnPAcDgV1dXF52dnVlz1dXVCaUBAAAA9sakSZNi1KhRWXMLFy6M9p4+Hc6AprgHAAAMObbKJQnd31MpKIhIpZLJAsDgtWnTplixYkXW3OTJk3d4wx8AAADon1Kp1A4fwOvo6Ij6+vpkAtFnFPcAAIAhx1a5JKF7cc82uQD0hVdffTVrnJ+fv8MWOwAAAED/NmbMmJg4cWLW3LJly2LLli0JJaIvKO4BAABDypYtW6K5uTlrzla55ILiHgB9beXKlbFx48asucrKyigsLEwoEQAAALCvqqqqIi/v79WudDodNTU1CSaitynuAQAAQ0r3bXIjrLhHbnQv7ulQANCbOjs7o66uLmtu+PDhMXXq1IQSAQAAAPujuLg4pk+fnjW3bt26HXYVYuAqSDoAQ9jPfhaxevXW31YVFUW88Y0RBx2UdCoAAAa57j/QDhs2LEaPHp1QGoYSK+4B0JcWL14cra2tWXPV1dVZn8wHAAAABpaKiopYvnx51s/8tbW1UVpa6mf+QUBxj+T8139FPPvs38c33qi4BwBAn+u+4l5ZWVmkUqmE0jCUtLVljxX3AOgtLS0t0dDQkDVXWloa48ePTygRAAAA0Bvy8/Nj1qxZ8dJLL2XmmpubY8mSJTusxsfAo7hHcrp9AjiKipLJAQDAkHLqqadGbW1trF69OhobG6O9+zJo0EesuAdAX6mrq4uurq7MOJVKxaxZsxJMBAAAAPSWiRMnxtKlS2PDhg2ZuUWLFsWkSZOisLAwwWTsL8U9kqO4BwBAAoqKiqKqqiqqqqqSjsIQo7gHQF9Yv359rFq1KmtuypQpMXLkyIQSAQAAAL2turo6nnrqqcy4s7Mz6urq4iA7Ww5oNjsmOd33iVLcAwAABjHFPQB6Wzqdjpqamqy5YcOGRWVlZTKBAAAAgD4xatSomDx5ctbcihUrYtOmTQklojco7pEcK+4BAABDSPfinh0MANhfK1asiM2bN2fNVVZWxjDtcAAAABh0Zs6cGfn5+Vlzr776akJp6A2KeyRHcQ8AABhCui86rlMBwP7o6OiIurq6rLmRI0fGlClTEkoEAAAA9KXCwsIdVtnfuHFjrFy5MplA7DfFPZKjuAcAAAwhtsoFoDctWrQo2rv95VJdXR2pVCqhRAAAAEBfmzp1agwfPjxrrq6uLjo7OxNKxP5Q3CMZ6bTiHgAAiXj88cfjueeei2XLlkVb9yXQoA8p7gHQW5qammLJkiVZc2VlZTFu3LiEEgEAAAC5kJeXF7Nmzcqaa21tjcWLFyeUiP2huEcyuv/GKkJxDwCAnDjzzDPjsMMOi6lTp0ZRUVE88sgjSUdiiFDcA6C31NbWRjqdzox7etMeAAAAGJx6+vBeQ0NDtLS0JJSIfaW4RzK6r7YXobgHAECfa29vj/Xr12fNlZaWJhOGIUdxD4DesHbt2lizZk3W3LRp03bYJgcAAAAYvKqrqyOVSmXGXV1dUVtbm2Ai9oXiHslQ3AMAIAGNjY07zE2YMCGBJAxF3Yt7hYXJ5ABg4Eqn01FTU5M1V1hYGDNmzEgoEQAAAJCEkSNHxpQpU7LmVq9evcPiBfRvinsko61txznFPQAA+lj34l4qlbLiHjnT/ccgK+4BsLeWLl0aTU1NWXNVVVWRn5+fUCIAAAAgKZWVlTGs2xvNNTU1kU6nE0rE3lLcIxlW3AMAIAGrV6/OGo8bNy4KCgoSSsNQY6tcAPZHe3t71NfXZ82NGjUqysvLkwkEAAAAJGrYsGFRWVmZNbd58+ZYsWJFMoHYa4p7JKOn4p59ogAA6GPdi3u2ySWXFPcA2B8LFy6Mjo6OrLkDDjggUqlUQokAAACApE2ZMiVGjhyZNVdXV7fDewj0T4p7JKOrK2LcuIgRIyLy8yPy8iKsdAIAQB/rvlWu4h65pLgHwL7avHlzLF++PGuuvLw8Ro8enVAiAAAAoD9IpVJRXV2dNdfe3h6LFi1KKBF7Q3GPZLzmNRFr10Zs2RLR0RHR1pZ0IgAAhoDuK+6VlZUllIShSHEPgH1VU1MT6XQ6M87Pz4+qqqoEEwEAAAD9xbhx43b4fceSJUuiqakpoUTsKcU9+of8/KQTAAAwBNgqlyR1L+4VFiaTA4CBZfXq1bF+/fqsuenTp0dRUVEygQAAAIB+Z9asWZGX9/caWDqdjtra2gQTsScU9wAAgCHDVrkkqftC41bcA2B3urq6dniTvbi4OCoqKhJKBAAAAPRHw4cPj2nTpmXNrVmzJtauXZtQIvaE4h4AADBk2CqXJNkqF4C91dDQEC0tLVlz3T9BDwAAABARMWPGjCjsttVLTU1NpNPphBKxO97hAQAAhgxb5ZIkxT0A9kZra2ssXrw4a27s2LH+/QIAAAD0KD8/P6qqqrLmmpqaYunSpQklYncU9wAAgCHDVrkkSXEPgL1RV1cXnZ2dWXPV1dUJpQEAAAAGgvLy8hg1alTWXH19fbR3f4OafqEg6QAMUQsWRMybF1FUtPVr0qSIU09NOhUAAINYOp1W3CNR3d8X6bZjAQBkbNy4MVauXJk1N3ny5CgpKUkoEQAAADAQpFKpqK6ujmeeeSYz19HREQsXLozZs2cnmIyeKO6RjEceibjkkr+PjztOcQ8AgD61fv366OjoyJorKytLKA1DkRX3ANgT6XQ6ampqsuYKCgpi5syZCSUCAAAABpIxY8ZEeXl51ocCly9fHlOmTPGhwH5GcY9ktLZmj4uKkskBAMCQMXr06Fi4cGGsXr0681VeXp50LIaQtrbsseIeAD1ZtWpVbNy4MWtuxowZUWipVgAAAGAPVVVVRWNjY3R2dkbE3z8oeNhhhyUbjCyKeySje3HPG48AAPSx/Pz8qKysjMrKyqSjMERZcQ+A3ens7Iza2tqsuREjRsTUqVMTSgQAAAAMREVFRTF9+vRYuHBhZm79+vWxevXqmDBhQoLJ2F5e0gEYoqy4BwAADDGKewDszuLFi6Ot2xKts2bNirw8b+MCAAAAe6eioiKKi4uz5mpra6OrqyuhRHTnHR+SobgHAAAMMYp7AOxKS0tLNDQ0ZM2VlpbG+PHjE0oEAAAADGR5eXkxa9asrLme3n8gOYp7JENxDwAAGGK6F/cKC5PJAUD/1P0T76lUKqqrqxNMBAAAAAx0EyZMiDFjxmTNLV68OFq793ZIhOIeyVDcAwAAhphuOx9acQ+AjPXr18fq1auz5qZOnRojRoxIKBEAAAAwWBxwwAFZ487Ozqirq0soDdtT3CMZ3X9jpbgHAEAf++tf/xrPPvtsLF261CfJSIStcgHoSTqdjpqamqy5YcOGRWVlZTKBAAAAgEGlpKQkJk+enDW3cuXK2LhxY0KJ2EZxj2RYcQ8AgBy7/PLL4/DDD49p06ZFcXFxfPe73006EkOM4h4APVm+fHls3rw5a27mzJlRUFCQUCIAAABgsOnpvYaamppIp9MJJSJCcY+kKO4BAJBj3befGzt2bDJBGLIU9wDorqOjIxYuXJg119On4AEAAAD2R2FhYcyYMSNrbuPGjbFq1aqEEhGhuEdSuhf3CguTyQEAwJDR2NiYNZ4wYUJCSRiqFPcA6K6+vj7au/0FUV1dHalUKqFEAAAAwGA1derUGDFiRNZcbW1tdHZ2JpQIxT2SYcU9AAByrPuKe2VlZQklYajqXtzz+SWAoa2pqSmWLl2aNTdhwgSrAgMAAAB9Ii8vL2bNmpU119bWFosXL04oEYp7JENxDwCAHGpqaoqmpqasOSvukWttbdljK+4BDG01NTWRTqcz457ePAcAAADoTePHj4/S0tKsuYaGhmhubk4o0dCmuEcyFPcAAMih7tvkRijukVvpdERHR/ac4h7A0LVmzZpYu3Zt1lxFRUUUFxcnlAgAAAAYKqqrqyOVSmXGXV1dUVdXl2CioUtxj2R03yNKcQ8AgD7UfZvc/Pz8GDNmTEJpGIq6l/YiFPcAhqqurq6ora3NmisqKorp06cnlAgAAAAYSkaMGBFTp07Nmlu9enWsX78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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 774, "width": 1271 } }, "output_type": "display_data" } ], "source": [ "numpy.random.seed(0)\n", "kres = ntw.GlobalAutoK(\n", " ntw.pointpatterns[\"eqtri_midps\"],\n", " nsteps=100,\n", " permutations=100)\n", "plot_k(kres, arcs_df, eqv, eqv_snapped, \"eqtri_mps\", wr=[1, 1.8], scale=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Interpretation:**\n", "\n", "* **This example demonstrates a complete lack of clustering with a strong indication of dispersion when approaching 5 units of distance.**\n", "\n", "--------------------------------\n", " \n", "### 2. Synthetic examples\n", " \n", "#### Regular lattice — distinguishing visual clustering from statistical clustering" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:50.124659Z", "start_time": "2022-11-02T03:12:50.115646Z" } }, "outputs": [], "source": [ "bounds = (0,0,3,3)\n", "h, v = 2, 2\n", "lattice = spaghetti.regular_lattice(bounds, h, nv=v, exterior=True)\n", "ntw = spaghetti.Network(in_data=lattice)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Network arc midpoints: statistical clustering" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:50.149336Z", "start_time": "2022-11-02T03:12:50.127902Z" } }, "outputs": [], "source": [ "midpoints = []\n", "for chain in lattice:\n", " (v1x, v1y), (v2x, v2y) = chain.vertices\n", " mp = libpysal.cg.Point(((v1x+v2x)/2., (v1y+v2y)/2.))\n", " midpoints.append(mp)\n", "ntw.snapobservations(midpoints, \"midpoints\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### All observations on two network arcs: visual clustering" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:50.189947Z", "start_time": "2022-11-02T03:12:50.152334Z" } }, "outputs": [], "source": [ "npts = len(midpoints) * 2\n", "xs = [0.0] * npts + [2.0] * npts\n", "ys = list(numpy.linspace(0.4,0.6, npts)) + list(numpy.linspace(2.1,2.9, npts))\n", "pclusters = [libpysal.cg.Point(xy) for xy in zip(xs,ys)]\n", "ntw.snapobservations(pclusters, \"pclusters\")" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:50.231783Z", "start_time": "2022-11-02T03:12:50.198252Z" } }, "outputs": [], "source": [ "vertices_df, arcs_df = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)\n", "midpoints = spaghetti.element_as_gdf(ntw, pp_name=\"midpoints\", snapped=True)\n", "pclusters = spaghetti.element_as_gdf(ntw, pp_name=\"pclusters\", snapped=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Visual clustering" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:52.410634Z", "start_time": "2022-11-02T03:12:50.234916Z" } }, "outputs": [ { "data": { "image/png": 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z9dZbd3n8XXbZpVP7oYceWmyfj33sY/nVr37V0f7Sl76Ua6+9NkcffXQOOuigLs1atqhFQ011dXVdDnoli4fnnn/++YwaNWqZx2y00UYrXGv//v3zoQ99KJdddlmS5N57782zzz6bTTfddIn7X3zxxZ2CfEceeeRSx37zbbDJJptk2rRpK1Tbm8NrL730UgqFQqeZyB555JFO+y/6vV6WAQMGZNNNN83TTz+9QjUBAKwLGhqSD3wgWXSS3I99LPnJT5IVWF0dAAAAAIC1nJAY0G0WDYl1ZUnIrmhubu601OSSzrWoUaNGrdAMUIuGnWbOnLnYPu985zvzuc99Lueee25H3/jx4zN+/PiUlZVl2223ze67755x48Zlr732ytAurKf68ssvd2ova4nLrpg9e/Zy9xmykmuSHnXUUR0hsWRhEOwHP/jBEve95JJLOr4eNmxYDjzwwCXuVygUOs3y9cQTT2STTTZZqfqShTPMvf766xk8eHBH34wZMzrtM3r06BUaU0gMAChF7e3JUUcljz/euf8970kuvXThTGIAAAAAAJQOITF6zODByRJyOKyCN+ViesQGG2zQqf3UU091y7hPPvlkp3ZNTc1yQ2L9+/dfoXPU1dV1ai86c9kbzj777IwYMSKnnnpqGhsbO/qLxWIef/zxPP744zn77LNTXl6ePffcM8cdd1w+/OEPL3Xpza6EulZEQ0PDcvfp6lKLi9pnn32y4YYbdgTbLr744pxyyimLXdu9996bZ555pqN9+OGHL3XN5zlz5nRp6dAV0dDQ0CkktuiMdiv6s7Gi+wMArAt+8IPkz3/u3DdmTHLZZQJiAAAAAAClSEiMHlNenqzkhEaspd75znd2aj/88MPdMu6i4+yyyy6dlhNckqWFslZVeXl5vv/97+ezn/1s/vCHP+S6667Lgw8+mLa2tk77tbe3584778ydd96ZPfbYI1dccUWGDx++2Hitra3dWl93B67erLy8PEcccUR++tOfJklefPHF3HXXXdlrr7067feHP/yhU/uoo45a6pjdff3J4rfBqt4mq/M2BQDoCVdfnZxySue+AQOSG25IFvnsBAAAAAAAJaLra7EBLMeuu+7aKbz10ksvdcsyfePHj+/Ufte73rXcYxadPWpF9x8wYMAy919//fXzrW99KxMmTMicOXMyfvz4nHzyyRk3btxis2bdfffdOfDAA9Pc3LzYOIMGDer4uq6uLsVicZX+LSuQ1R0WHf/iiy/u1G5ubs6VV17Z0d5hhx2WuYTmm68/SQ4++OBVvg1GjRrVacxFv5dz587t+gUnmTdv3grtDwCwNnv00eTIIzv3VVQkV16ZbLZZj5QEAAAAAMAaICQGdJu+fftmt91269S36KxSK6q+vj7XXnttp7799ttvuce98MILaW9v7/J5nn322U7toUOHdvnYvn37Zu+9985JJ52UO++8M9OnT8+PfvSj1NbWduzz+OOP54ILLljs2Defp76+Pq+++mqXz9sTtthii+y6664d7auvvjoLFizoaF9//fWdluo8ctF3IBdRXV3daTnHNy9T2V0W/V5Onjx5hY5f9GcDAGBdNXNmcvDByZseviVJzjgj6cJDbAAAAAAA1mFCYkC3Ou644zq1zz///BWeuenNzjnnnDQ1NXW0t9pqq+y9997LPW7BggV54oknunyeBx54oFN7xx137HqRi1hvvfXy3e9+N+edd16n/htvvHGxfRddonPRWdPWRm+eTWzevHm55pprOtpvDgX26tUrn/jEJ5Y73ptvg6eeeirTp0/vnkL/z6Lfy0W/18vy+uuvC4kBACWhpSU55JDkpZc693/608mXv9wzNQEAAAAAsOYIiQHd6sMf/nBGjhzZ0Z4xY0a+//3vr9RYU6ZMyY9+9KNOfV/5yle6fPyblz1cniuuuKJTe+zYsV0+dmk+9rGPpaampqP9wgsvLLbPvvvu26l90UUXrfJ5V7fDDjss1dXVHe03lpycMWNGbrvtto7+97znPRkyZMhyx3vzbVAsFld59rlFbbLJJhk2bFhH+69//Wvmz5/fpWOvvvrqFZqRDgBgbVQsJl/8YnLPPZ373/Wu5KyzkrKynqkLAAAAAIA1R0gM6FaVlZU5/fTTO/X99re/zZ/+9KcVGqehoSEf+chHOoV5tttuuxx99NFdHuPss8/O7Nmzl7vf+PHjM2HChI72Nttsk7e//e0rVO+SVFZWpnfv3h3tqqqqxfbZZZddOs10deutt+amm25a5XOvTgMGDMjBBx/c0R4/fnymTp2aSy+9NG1tbR39b55xbFk+9alPdVqa87TTTsvLL7/cbfUmycc//vGOrxcsWJBf/vKXyz2mpaUlp512WrfWAQDQE84/f+G/Nxs5MrnmmuRN2X8AAAAAAEqYkBjQ7T7ykY/kyCOP7Gi3t7fnk5/8ZJdnyZoxY0be97735V//+ldHX01NTS699NIlBq2WZvbs2TnmmGNSKBSWus8rr7ySz3zmM536vvjFLy5x33POOSevvvpql89/yy23dAqpbbHFFkvc76STTurUPvzww3Pvvfd2+TxJMnny5Nx5550rdMyqWPT7+8c//rFjRrFk4ZKb733ve7s01rBhw/L5z3++oz1nzpy8733vy7Rp01aoprvvvjtPP/30Ercde+yxKS//75+8n/zkJ7nvvvuWOd7Xv/71PPPMMytUAwDA2qahIfnudzv39e6d3HBDMnRoz9QEAAAAAMCaJyQGrBZnnnlmpxmy2tracvTRR+c973lP7rrrriUu4ffqq6/mN7/5TbbccsvcddddHf1lZWU555xzsvXWW3f5/AMGDEiSXH/99TnooIMyefLkxfb5+9//nt13373TMpA77LBDjj322CWO+bOf/SwbbbRRDj/88Fx33XWZN2/eEvdra2vLxRdfnMMOO6xT/xFHHLHE/T/wgQ90Omd9fX3GjRuXb3zjG3nxxReXeo2vvvpq/vCHP+T9739/Nt9889xyyy1L3be7HXDAARk+fHhH+xe/+EUee+yxjvYnPvGJ9OrVq8vj/ehHP8r222/f0X7sscey/fbb59e//nXmzp271OOeeeaZ/OIXv8jOO++cPffcM88999wS99tyyy3zpS99qaPd2NiYAw88MBdeeOFiIcIZM2bkiCOOyFlnnZXkvz9LAADrojPPTGbO7Nx30UXJmx56AQAAAADwFlDZ0wUApalfv3657bbb8qEPfSh33313R/9f//rX/PWvf82wYcMyZsyYDB8+PA0NDZk6dWomTpzYabnCZOESjeeee26Xly58w3bbbZfRo0fnggsuyN/+9rdsttlm2WmnnfK2t70tzc3N+fe//71YcGzAgAG5+OKLU1FRsdRxm5qactlll+Wyyy5LWVlZNt9882yyySYZOHBgkmT69Ol55JFHUl9f3+m4D37wg3n/+9+/1HHPPPPMTJs2LX/5y1+SLAyanXHGGTnjjDOy6aabZosttsiAAQPS1NSUOXPmZNKkSZk6deoK3SbdqaKiIocffnh+8YtfJElmzZrVafubZxrrit69e+e6667Lvvvum2effTbJwhDc8ccfn2984xvZbrvtMnLkyPTr1y/z5s3LrFmz8sQTT+T111/v8jl+/OMf56677uoIs9XX1+eYY47Jt7/97eyyyy7p169fXn755dx3330dP4f77LNPRowY0WmWNACAdcXrryeLrp79nvckH/lIj5QDAAAAAEAPEhIDVpvBgwdn/Pjx+eEPf5if/exnaWlp6dg2Y8aMzJgxY5nHv/3tb8/555+fnXfeeaXOf/bZZ2fmzJn5y1/+kmKxmAcffDAPPvjgUmu9+eabs80223R5/GKxmEmTJmXSpEnL3O9jH/tY/vCHPyxzn6qqqlx//fX53//93/zsZz/rFJZ79tlnO4JTy7KmZ7w66qijOkJib7btttt2mkWuqzbeeOM88MADOfLII3PDDTd09BcKhTz88MN5+OGHl3l8ZWVl+vbtu9Ttffv2zd/+9rfst99+nWY9mzlzZm666abF9t9pp51y5ZVX5utf//oKXwsAwNrgjDMWBsXe7Ic/7JFSAAAAgG40adakzG6cnbEjx662c0yYMiGDagdli/W2WG3nAGDNstwksFr16tUrP/jBDzJ58uT8z//8T0aMGLHM/SsqKrLPPvvkiiuuyCOPPLLSAbEkqa6uzvXXX59f//rXGT169BL3qampyZFHHpmnnnoq73jHO5Y53vXXX5+TTjop73znO1NVVbXMfcvLy7PPPvvkpptuyp/+9KdUV1cvt97y8vL86Ec/ytNPP51jjz02gwcPXub+ZWVlefvb354TTjghEydOzLe//e3lnqM7bb311tlpp50W61/RWcTebMCAAbn++uvzj3/8I+973/tSW1u7zP2rqqqy11575ec//3mmTJmS3XfffZn7DxkyJPfff39OPvnkDBo0aIn7DBs2LN/73vdy9913L3UfAIC13axZyS9/2bnvwx9OViLLDwAAAKxFJs2alCufuDK3Tr419065d7Wc494p9+bWybfmyieuzKRZy54sAYB1R1mxWCz2dBGsOS+//HJGjhyZJJkyZUo23HDDVR7zmWeeSVtbWyorK7PZZput8niUvkmTJuXxxx/Pyy+/nPnz56eysjKDBg3Kpptu2rHsX3crFou5//778/TTT2fatGmpra3NRhttlL333jv9+/df4fGampry73//O88++2xeeeWVNDQ0pFevXqmrq8umm26aHXfccZUDRsViMY899liefPLJzJo1K3Pnzk3v3r0zcODAbLbZZtlqq61KPsTU3Nyc++67Ly+88EJmzZqVpqam9O3bN0OGDMmYMWOy5ZZbLjdItjStra258847M3ny5MyZMyfDhg3LJptskj322COVlWtmok33nwDA6nLCCcnPf/7fdllZMnFisvXWPVfTmrY6nv8CvGFdvo9pbW3NPffc06nvXe96V3r16tVDFQGsfu77gFLxRkCsUCx09O0/ev/sNnK3Je6/Mvd/9065N7dNvq2jXVFWkY9u/VEzigHrjFJ47Le6Xnew3CSwxm2xxRbZYos1+0CyrKwsu+66a3bdddduGa+mpiY777zzKs10tjxlZWXZfvvts/3226+2c6ztqqurM27cuIwbN67bx+7Vq1f222+/7Lffft0+NgBAT5o+Pfntbzv3HX74WysgBgAAAKVoduPsTgGxJB2BrqUFxVbEogGxJCkUC5ndOHuVxwag51luEgAAAErIT36SNDb+t11RkZx0Us/VAwAAAHSPsSPHZv/R+y/Wf9vk21Z56cklBcSShTOVjR05dpXGBmDtICQGAAAAJeLFF5Nzz+3cd8wxyaab9kw9AAAAQPfabeRu2WLwFplSP6VT/6oExZYUEJtSPyVbDN6iW2YoA2DtICQGAAAAJeKHP0xaW//brqpKvve9nqsHAAAA6F6TZk3Ks7OfTZLlBsWKxWLmNs/Nq/NfzSsNr+TV+a9mduPsFIvFjn2WFhBLkmdnP5tJsyatrksBYA2r7OkCAAAAgFX3zDPJRRd17vv855ONNuqRcgAAAIBuNmnWpFz5xJUpFAsZWTcyU+qnZEr9lIysG9mxz22Tb0tboS0bD9g4U+ZMyXNznkuhvZBisZiysrJMnDExfef2zfC+w/Pi6y/m7y/8vdM53giIjawbmUKxkCufuDIf3fqj2WK9LdbotQLQ/YTEAAAAoAScfHJSKPy3XVubnHhij5UDAAAAdLPZjbNTKP73yf+SgmLNbc256LGLsv2w7TOsdlheqn8pLYWWjmNqX6vNsP7D8sDUB/LIK49kWJ9hqa6sTtI5IPaGQrGQ2Y2z18TlAbCaCYkBAADAOu7f/04uv7xz31e+kqy/fs/UAwAAAHS/sSPHpphip+Uh3xwUG9pnaF5peCXNheb89dm/ZnTd6PQu750BNQNSXlae9mJ7Kssr848X/5GnX3s6A2sH5pWGV7J+3/Uzc/7MjvHebP/R+2fsyLFr9DoBWD3Ke7oAAAAAYNX87/8mxeJ/2/37J//zPz1XDwAAALB67DZyt+w/ev9OfW8sDTlxxsQ0F5ozu3F2elX0ypzGOWlua07/6v7pW9U3/av7p7GtsWP77MbZaS40Z+KMiR1LWL7Z/qP3z24jd1uTlwfAaiQkBgAAAOuwhx5Krr22c9/Xv54MHtwz9QAAAACr1+Dawdmg7wad+gbUDEhbsS3PzXkuVRVVGVgzMOVl5Zk4c2ImvjIxsxtnZ+IrE3PvS/emvKw8A2sGpqqiKs/NeS5txbYMrBnYabwN+m6QwbVeXAAoJUJiAAAAsA773vc6twcNSr72tZ6pBQAAAFi9Js2alCufuDLTGqZleN/hSZJisZh5zfPSv7p/iimmqbUp81vnZ9aCWWloachjMx/L3yb/LY/NfCxzmuZk1oJZmd86P02tTSmmmP7V/TOvZV6K/zdN+fC+wzOtYVqufOLKTJo1qScvF4BuJCQGAAAA66h77kluuaVz37e+tXC5SQAAAKC0vBEQKxQLSZLpDdMzvO/wNLU1pVAsZEHrggyuHZy5LXPzUv1Lmd86Pw0tDWloacicpjlpaGlIfVN95rfOz0v1L2Vuy9wMrh2cBa0L0tbelqa2pgzvOzzTG6YnSQrFgqAYQAkREgMAAIB11C9+0bk9bFhy3HE9UwsAAACwes1unN0REHvD9IbpGVg7MO3F9jS2NqaxtTF9evVJQ0tDZs6fmfKUp6ayJrWVtamprEl5WXlmNMxIQ0tD+vTq03FMe7E9A2sHdgTE3lAoFjK7cfaavEwAVhMhMQAAAFgHvfRScsMNnfu+/e2kT5+eqQcAAABYvcaOHJv9R++/WP8rDa+krrouDS0NKRQLmdcyLwNqBqRQLKRQLKSqoiq9KnqlqqIqbe1tKRQLGVAzIPNa5qXQXkhDS0PqquvySsMri429/+j9M3bk2DVxeQCsZkJiAAAAsA4699ykvf2/7b59k2OO6bl6AAAAgNVvt5G7ZYvBW2RK/ZSOvvKy8kybNy3VldWZ1zwvleWVKbQX0l5sz9zmuZnXPC9JMq95XmY3zU57sT2F9kIqyyszr2VeqiurM23etJSX/Tc+MKV+SrYYvEV2G7nbGr9GAFYPITEAAABYxzQ3J+ed17nvU59K+vfvmXoAAACANWPSrEl5dvazSdIRFKssr0xjW2Pmt8xPZXllWgutea3xtRSLxRSKhcxpnJMp9VMyp3FOCu2FFIvFvNb4WloLraksr8z8lvlpamtKZXllp3Gfnf1sJs2a1DMXCkC3ExIDAACAdcxVVyWvvtq577jjeqYWAAAAYM2YNGtSrnziyhSKhYysG5nkv4GuspQlSV5rfC3zmueltdCa5kJz2gptaW1vTVv7wv9bCi1pLjSntdCaec3z8lrja53O8cZ4I+tGplAs5MonrhQUAygRQmIAAACwjjnrrM7td7872WqrnqkFAAAAWDNmN85OoVjoaL8RFHup/qXUVNZkQeuCzG+Zn9lNs5OkIxhWWV6Z2l61qSyvTEuhJW3tbQvHa5qd+S3zs6B1QWoqa/JS/Uudxk2SQrGQ2Y2z19QlArAaCYkBAADAOuShh5L77uvcZxYxAAAAKH1jR47N/qP379Q3sm5k2ovtmTJ3Suqb6pMkhfZC6pvr09TWlN69eqdfdb9UVVSlX3W/9Kvul6a2ptQ316fQvjBwVt9Unylzp6S92N4pIJYk+4/eP2NHjl0zFwjAaiUkBgAAAOuQRWcRGzEiOfjgnqkFAAAAWLN2G7lbthi8RceykElSXlae2Qtmp6XQkiQpppi29ra0F9uXOEZ7sT1t7W0pppgkaSm0ZPaC2Skv+298YEr9lGwxeIvsNnK31Xg1AKxJlT1dAAAAANA1r72WXH55577Pfz6p9OweAAAA3hImzZqUZ2c/myQdQbEp9VNSVVmVsrKyNLc1p6ysLDWVNakoVmR+y/y0FlpTVVGVlkJL2pva07uqd9ra21JoL6S5rTm9KnqlqrIqU+qnpE+vPh3nenb2s5k0a1K2WG+LHrlWALqXmcQAAABgHXHhhUlT03/bvXoln/1sz9UDAAAArDmTZk3KlU9cmUKxkJF1IzNj/ow8PP3hVJZXpq29LTWVNWlrb0tZWVmqK6pTaC+krKwsLYWWLGhbkJZCS8rKylJoL6S6ojplZWUdxxXaC6ksr8zD0x/OjPkzMrJuZArFQq584spMmjWppy8dgG4gJAYAAADrgEIhOeeczn2HHpoMG9Yz9QAAAABr1uzG2SkUC0kWzh7W0NKQJJnTNCeV5ZVpamtKZXllisVimtuaU15WnmKxmOqK6vSu7J3qiuoUi8WUl5WnudCcYrHYcVxFeUXmNM1JkjS0NHTMUlYoFjK7cXbPXDAA3UpIDAAAANYBt9ySPPdc577jjuuZWgAAAIA1b+zIsdl/9P6ZUj8lk+dMTpLU1dSlvdie+qb6hYGwyuqUl5WnqdCUpram9Knqk7rauvSu6p262rrU1dSlqW3htvKy8lRXLgyO1TfVp73YnrqauiTJ5DmTM6V+SvYfvX/Gjhzbk5cNQDcREgMAAIB1wFlndW5vt12y2249UwsAAACw9igWi53bWThDWFnKlrh/WcoWzjiWRY5bZBwASouQGAAAAKzlJk9eOJPYm33pS0nZkl/rBQAAAErQhCkTctvk21Lbqzb9qvolSeqb6lOWsvSv7p+UJa2F1lSWV6auui41vWoyv2V+Xm98PQtaFuT1xtdT31Sfml41qauuS2V5ZVoLrUlZ0r+6f8pSlvqm+iRJv6p+qe1Vm9sm35YJUyb05GUD0E2ExAAAAGAtd845yZs/zDtgQPKJT/RYOQAAAEAPGFQ7KHMa5+SJmU9kXsu8hQGvLFxysq29Lb3Ke6WYYmoqatLW3pZCeyFlZWVpKbRkfuv8tBRaUlZWlkJ7IW3tbampqEkxxfQq75W29raOpSZbC62Z1zIvT8x8InMa52RQ7aCevGwAuomQGAAAAKzFFixIzj+/c9/RRye9e/dMPQAAAEAPK1s4g9iC1gUZ0X9Ep03VFdVZ0LYgzYXmlJeVp1gspphip//Ly8rTXGjOgrYFqa6o7nT8iP4jsqB1wcIZxcxgDlBShMQAAABgLXb55cnrr3fu+8IXeqQUAAAAoAfNbpydgbUDM7hmcFK2cAaxhpaG1PaqTWV5ZSrLK9PS3pJk4WxgTW1NKS8vT//q/hnad2j6V/dPRXlFmtqaOmYha2lv6Ti2tldtGloaFs4oVpYMrhmcgbUDM7txdk9eNgDdREgMAAAA1lLFYnLWWZ37Djww2WyznqkHAAAA6DljR47N8L7DM6txVuqq6zr6G1oaMrTP0DS1NaWirCKthdaUl5Wnvdie6orq9Kvul8ryyvSr7pfaytq0F9tTXlae1kJrKsoWhsaG9hmahpaGjjHrqusyq3FWhvcdnrEjx/bE5QLQzYTEgG518sknp6ysrOPfySefvFLjvPDCC53GGTVqVLfWCQAA64L77kseeaRz33HH9UwtAAAAQM+aMGVCpjdMz+DawQuXg/w/fav6Zub8mamprEmhWEivil4dQbDmQnPmtcxLW3tb5rXMS2NbY0eArFdFrxSKhdRU1mTm/JnpW9W3Y8z6pvoMrh2c6Q3TM2HKhJ64XAC6mZAYAAAArKV++9vO7VGjkoMO6pFSAAAAgB42qHZQ5jTO6Vj+sb6pPn2r+qaxtTFt7W1pa29LdUV1kqRXRa/U9qpNe3t75jbNzcyGmZnbNDeF9kJqe9WmV0WvJEl1RXXHsY2tjelb1bcjgDa7cXbmNM7JoNpBPXPBAHQrITEAAABYC82YkVx1Vee+L3whqajomXoAAACAtURZUldTl9petZk6d2qnTU1tTeld2TvVFdUptBcWrtqTsk7/F9oLqa6oTu/K3mlqa+p0/NS5U1PbqzZ1NXVJ2Zq8KABWNyExAAAAWAv96U9Ja+t/29XVyTHH9Fw9AAAAQM+a3Tg7A2sHZushW6dfVb9UVVQlSeqb61NZXpnW9taUpSxNhaZUllemvKw8xWIx1RXV6dOrT6orqlMsFlNeVp7K8so0FZpSlrK0tremsrwy9c0LZxCrqqhKv6p+2XrI1hlYO7Bj5jIA1m1CYgAAALAWuvbazu2PfCRZb72eqQUAAADoeWNHjs3+o/dPY2tj5rXMS7JwRrFisZi5zXOT4sJlJgvthdQ316e50Jw+VX1SV1uX3lW9U1dbl7qaujQXmlPfXJ9Ce2HhspPFZG7z3BSLxYUziCWZ1zIvja2N2X/0/hk7cmxPXjYA3aSypwsAAAAAOps5M7n77s59H/lIz9QCAAAArN3eWEryDcUU09belrLikteLbC+2p73YnvKK/84p88ZSlACULiExAAAAWMvccEPS3v7fdp8+yX779Vw9AAAAQM+bMGVCbpt8W2p71aZfVb/Ma5mX+qb6lKUs/Wv6p3l+c5rbmlNWVpaayppUFCsyv2V+WgutqaqoSkuhJe1N7eld1Ttt7W0ptBfS3NacXhW90r+mf8pSlvqm+tTV1KVfVb/U9qrNbZNvS1nKzCYGUAKExICSVigUcu+99+a5557L9OnTU1dXl0022SR77bVXampquu08U6dOzf3335+XX345TU1N2WCDDbLLLrtk880375bxJ02alEcffTQzZ85MQ0ND1ltvvWy88cbZY489Ultb2y3nSJKGhob885//zNSpUzNz5sz07t07Bx10ULddBwAAXXPNNZ3b73lP0o0P+wAAAIB10KDaQZnTOCdPzHwixRTTWmjt6J/eMD01lTVpbG1MVWVVqiuq09yyMDDWUmhJW7Et7e3t6VW2cDnK6orqNBYb01poTb/qfim0FzKk75DMbZ6b1kJr5rXMyxMzn8jbh709g2oH9fCVA9AdhMSAdd6bp7498sgjc9FFF6WlpSU///nP87vf/S4vv/zyYsf0798/n/nMZ/KDH/wgffr0We45Tj755Jxyyikd7eeffz6jRo3KQw89lP/93//NrbfemkKhsNhxO++8c04//fTsueeeK3xdjY2N+dWvfpXzzjsvzz///BL3qampySGHHJIf//jHGTVq1HLHvOiii3L00Ud3tO+4447stddemTp1ar71rW/l2muvzYIFCzodUywWhcQAANag+vrk9ts79x1ySM/UAgAAAKyFypL6xvokyYj+IzKncU4qyyvT1NaUyvLKFIvFNLc1p7ysPMViMdUV1elV0SuthdYUioWUl5WnudCcYrHYcVy/6n5pa2/LiP4jMnXu1KQ1GVA7oGevE4BuVb78XQDWLa+//nr22muvfO9731tiQCxJ5s6dmzPOOCNvf/vblxrAWp5LL700Y8eOzc0337zEgFiSPPjgg9lrr71y8sknr9DY9957bzbddNN85zvfWWZ9TU1NueyyyzJmzJhcfvnlK3SON9x+++3Zbrvtcumlly4WEAMAYM276aaktfW/7aqqhTOJAQAAAG9tsxtnZ2DtwAyuGZyUJXU1dWloaUhtr9o0ty0MfVVXVqe8rDxNhaY0tTWlT1Wf1NXWpXdV79TV1qWupi5NbQu3lZeVp7qyuiNUVturNg0tDamrqUvKksE1gzOwdmBmN87u6UsHoBuYSQwoKcViMR/72McyYcKEJElFRUXe8Y53ZKONNkpDQ0MeeeSRTJs2rWP/5557LnvvvXfuvffeDB8+vMvnueuuu/KZz3wmbW1tSZINNtggO+ywQ/r27ZuXXnop999/f0dwrFgs5pRTTklNTU2+/e1vL3fsG2+8MR/96EfT1NTU0VdWVpYxY8Zks802S9++fTNjxoz861//SkNDQ5Kkubk5hx9+eNra2vLJT36yy9fxzDPP5Jvf/Gbmzp2bJBk8eHB23nnnDBo0KK+++moeeeSRLo8FAED3WHSpyX33Tfr375laAAAAgLXH2JFj8/iMx3PnC3emrrquo3/6vOmpqqxKVUVVCsVCilk4Q1ixvbjEccpStnB7Fm6vqqhKVWVVps+bniF9hiRJ6qrrMqtxVob3HZ6xI8eu/osDYLUTEgNKyg033JDXX389SfLxj388Z5xxRtZff/2O7e3t7fnzn/+c4447Lq+++mqS5IUXXsgXv/jFXHvttV0+z/HHH5+2trYMHTo0Z511Vg455JCUl/93csbp06fna1/7Wq644oqOvu9973vZf//9s+OOOy513GeeeSaHH354p4DYpz/96Xz3u9/NJpts0mnf5ubm/Pa3v813vvOdtLS0pFgs5gtf+EJ23XXXLi8P+fWvfz0NDQ0ZPnx4fvWrX+XDH/5wKioqOra3tLTktdde69JYAACsugULkr/+tXOfpSYBAACAJJkwZUKmN0zP4NrBeW7Oc6mrqUt9U33KUpYUk14VvVJoK6SyvDK1lbVpKmvKgtYFaS+2p7qyOs1tzSk0F1LTqybVFdVpbGtMsvC4FBdOWlDfVN8x7tsGvi3TG6ZnwpQJgmIAJcByk0BJeSMg9sUvfjGXXXZZp4BYkpSXl+cjH/lI7rzzzgwcOLCj/7rrrsutt966QucZPHhw7rrrrhx66KGdAmJJMnz48PzpT3/K5z73uY6+QqGQ4447bpnjHnnkkZk3b16ShQ/EL7zwwvz+979fLCCWJNXV1fnGN76Rm266qSPYNX/+/Hz3u9/t8nW8ERC755578tGPfrRTQCxJqqqqVmiGNQAAVs1tty0Mir2hvDz5wAd6rh4AAABg7TGodlDmNM7pWP5x2ryFq+fU1dSlrb0tLYWWVJRXZFDNoCRJRVlFKsor0lJoSUNLQ8f2irKF7wcNqhnUsb2tvW3hMpNvGnd24+zMaZyTQbWD1vSlArAamEmMtcP/zei0Uvr2TWprl7xt1qykuORpVJerd++kT58lb5s9O/m/pQRXWE1N0q/fkre9/nrS2rriYw4ZsnK1lKjNN988v/zlL5e5z1ZbbZXTTjstn/3sZzv6zjrrrBxwwAFdPs/pp5+eMWPGLHOfX//617n99tszefLkJMl9992XRx55JDvssMNi+95xxx0dy2QmyZe+9KUcddRRy61j3333zde+9rX84he/SJJce+21eemll7LRRht16Tp++9vfLjGEBgDAmrfoUpN77unhPgAAALCIsv/7fyXeBi3rOHgZ3hi3C7sCsO4wkxhrh6FDV/7fBRcsfdwtt1z5cX/+86WPu8ceKz/ut7+99HE/+MGVG5NOTjjhhFRVVS13v2OOOSYbbrhhR/vmm2/OnDlzunSOjTbaKJ/61KeWu191dXVOOOGETn1//OMfl7jvOeec0/F1r1698r//+79dqiVJvvKVr3R8XSgUujwr2tve9rZ86EMf6vJ5AABYfVpbkxtv7NxnqUkAAADgDbMbZ2dg7cAMrhmclCUb9N8gSVLfXJ/K8spUVVSl0F7I7KaFM40VioUU2gupqqhK36q+qaqoSlt7WwrFhZNhzG6a3bG9srwy9c31Sf5v3LJkcM3gDKwd2DFzGQDrNiExoKSUl5fnwx/+cJf3PfTQQzvahUIhDzzwQJeOPfTQQ1NW1rWPT3zkIx/ptBzlm2cLe7M777yz4+tx48ZlvfXW69L4STJy5MhsvPHGHe177rmnS8e9733v6/J1AACwet1558LJhd/sgx/sgUIAAACAtdLYkWMzvO/wzGqclbrqhUtD1tXUpVgsJmVJa2HhikWF9kLqm+vT1NaU3r16p191v1RVVKVfdb/0q+6Xpram1DfXp9C+MCzWWmhNypJisdix5GRddV1mNc7K8L7DM3bk2J65YAC6leUmgZKy2WabZcCAAV3ef5dddunUfuihh7L//vuv8HHLMnDgwIwePTrPPPNMkuSRRx5JsVjsFM56+umn8+qbll3deOON88ILL3T5HG+c58UXX0ySPP/88106Zvvtt1+hcwAAsPosutTkO96RjBzZM7UAAAAAa58JUyZkesP0jB44OpPnTO7oH95veF6Y80JaCi2pKK9IMcW0tbelrLjkiQLai+1pL7anvGLhJActhZa0trVm1MBRaWtv69hv9MDRmd4wPROmTBAUAygBQmJASRk9evQK7b/pppt2as+cOXO1neeNkFhTU1Pmzp2burq6ju0vv/xyp/3PP//8nH/++St0jjebPbtr0/4OGTJkpc8BAED3KRSSa6/t3GepSQAAAODNBtUOSkVZRWp71aZfVb/Ma5mXvlV9M6dxTqoqq1JWVpbmtuaUlZWlprImFcWKzG+Zn9ZCa6oqqtJSaEl7U3t6V/VeuOxkeyHNbc3pVdErVZVVaWxtzMDagWloaUi/qn6p7VWbirKKDKod1NOXDkA3EBJj7dDFYM4S9e279G1PPZUUiys3bu/eS992990L38VZGTU1S9923XVJa+vKjbuWWHTpwvb29pUap7DI7dvVJRH79++/Qud5c1ArSV5fdH2f1XieN/d1NdTVVQ0NDV3ar++yfn8AAFhj7rsvmTGjc9+HPtQztQAAAABrpy3W2yI7b7BzfnHvL1IoFjKi34hMnTc1leWVaWtvS01lTRpbG1NVWZXqiuo0tywMjLUUWtJWbEt7e3t6lfVKob2Q6orqNBYb01poTb/qfim0F1JZXpmGloaOcZ969am8d7P3Zov1tujpSwegGwiJsXZYXbMZrbfe6hl30GpKy6/AMolrq0VDR10NKy1q0eO6GsrqapjsDcWVDBF293lauzkcuLLXBQBAz1h0qcmtt04237xnagEAAADWTpNmTcqD0x7MlkO2zIuvv5ip86Z2zCRWWV6ZpramVJZXplgsprmtOeVl5SkWi6muqE6vil5pLbSmUCykvKw8zYXmFIvFjuP6VfdLW3tbBtYOzNR5U9Ovql82HrBxHpz2YN428G2CYgAloLynCwBKy8CBAzu16+vrV2qcRWf0GtDFAN2Knm/u3LlrxXkGLRI8/OUvf5lisbjS/1544YUVqg8AgJ5TLC4eErPUJAAAALCo2Y2zUygW0tjamHkt85IkDS0Nqe1Vm+a2haGv6srqlJeVp6nQlKa2pvSp6pO62rr0ruqdutq61NXUpalt4bbysvJUV1Z3hMpqe9WmoWXhRA7zWualsbUxhWIhsxu7d0UcAHqGkBjQrYYNG9ap/fTTT6/UOIset/7663fpuMmTJ6/QeZ599tlO7aFDh67289TU1Cw2M9qi533mmWdWaHwAANZdjz6aLJrxFxIDAAAAFjV25NgM7zs8k+d0fp9q+rzpqaqsSlVFVZKkmIUzhJVlySvjlKVs4YxjWbgyTVVFVaoqqzJ93vRO+02eMznD+w7P2JFjV8PVALCmCYkB3WqXXXbp1J44cWLa2tpWeJxHHnlkmeMuzTPPPLPYLGTL8sADD3Rq77jjjit13LLMmTOnU6hs++23X2y5ym222abTUp3jx4/v8vgAAKzbFp1FbJNNku2265laAAAAgLXXhCkTMr1hegbXDk5908JVb+qb6heGwYpJr4peSZLK8srUVdelpldNFrQuyLzmeWkptGRe87zMa56Xml41qauuS2V5ZZL/O664MDz25nEH1w7O9IbpmTBlQs9cMADdSkgM6FZDhw7N6NGjO9r19fX5+9//vkJjtLe357rrruvUN3Zs1z6h0N7enj//+c9d3veqq67qaFdUVOQd73hHl469+uqrUywWu7TvVVddlfb29o72kq6lV69e2XPPPTvakyZNyn333del8QEAWLctaanJsiV/0BcAAAB4CxtUOyhzGud0LP84bd60JEldTV3a2tvSUmhJRXlFBtUMSpJUlFWkorwiLYWWNLQ0dGyvKKtYOF7NoI7tbe1tqaup6zTu7MbZmdM4J4NqB63pSwVgNRASA7rdJz/5yU7t0047bYWOv/jiizN9+n+ns9100027HBJ743ytra3L3e+CCy7I1KlTO9oHHXRQBg4c2KVzvPTSS7n44ouXu19zc/Ni13/44Ycvcd/Pfe5zndpf//rXu3QdAACsu/7zn+TJJzv3WWoSAAAAWKY3PlzWtfkMFjm0C59Me2NcH2IDKClCYkC3+8IXvpCampqO9vjx47scFHv88cfzzW9+s1PfV77ylZSXd/3u6umnn87Xvva1Ze7z1FNP5YQTTujU98UvfrHL50iSb3zjG5k0adIy9/nqV7/aaanJd7zjHdlpp52WuO8HPvCBTstdTpgwIUcffXSam5u7XFNbW1suu+yylVriEwCANe/aazu3118/eec7e6YWAAAAYO02u3F2BtYOzOCawUlZskH/DZIk9c31qSyvTFVFVQrthcxuWjjTWKFYSKG9kKqKqvSt6puqiqq0tbelUCwsHK9pdsf2yvLK1DcvXGpyg/4bJGXJ4JrBGVg7sGPmMgDWbUJiQLcbOnToYqGwb33rWzn88MPzn//8Z4nHzJs3L2eccUb23HPPvPbaax3973znO/OFL3yhy+ceMGBAkuSss87K4YcfnldeeaXT9vb29lx99dXZa6+9MmfOnI7+97///TnooINW6DyvvfZaxo0blz//+c+dlpNMkldeeSWf+MQncu6553b0VVRU5KyzzlrmuJdeemn69+/fqf2Od7wj11577VKDX21tbbn//vvz7W9/O29729ty+OGHC4kBAKwjFg2JfehDyQp8PgIAAAB4Cxk7cmyG9x2eWY2zUle9cGnIupq6FIvFpCxpLSxcoabQXkh9c32a2prSu1fv9Kvul6qKqvSr7pd+1f3S1NaU+ub6FNoXhsVaC61JWVIsFjuWnKyrrsusxlkZ3nd4xo7s+oo/AKy9Knu6AKA0ffnLX85DDz2UP/zhDx19l112WS677LJssskmGTNmTAYOHJgFCxZk2rRpefjhhxcLNm200Ub505/+lMrKrt9VfeADH8i0adNy++2357LLLssVV1yRXXfdNRtttFEaGhry8MMPZ9q0aYud53e/+90KXd8vf/nLfOYzn8mMGTNy6KGHZsSIEdlhhx3St2/fvPTSS/nXv/6VQqHQ6ZhTTjklO++88zLHHTNmTK666qp8+MMfTkNDQ5KFs6sdcsgh6dOnT3bccccMGzYsVVVVmTt3bqZNm5Ynn3wyTU1NK1Q/AAA976WXkgce6NxnqUkAAABgaSZMmZDpDdMzeuDoTJ7z35VshvcbnhfmvJCWQksqyitSTDFt7W0pKy55vcj2Ynvai+0pr1j4SbWWQkta21ozauCotLX/9/260QNHZ3rD9EyYMkFQDKAECIkBq81FF12UTTfdNKecckqnANjzzz+f559/fpnH7rnnnrnqqqsydOjQFTpnWVlZrrzyyhx44IG5//77UygUcu+99+bee+9d4v6jRo3K7bffng022GCFzrPXXnvl/PPPz6c//ekUCoVMnTo1U6dOXWpN3/3ud/Pd7363S2Pvv//+ue+++/KRj3wkTz31VEf//Pnzc/fddy/3+P79+6/Q8pwAAPSM667r3B44MBk3rkdKAQAAANYBg2oHpaKsIrW9atOvql/mtcxL36q+mdM4J1WVVSkrK0tzW3PKyspSU1mTimJF5rfMT2uhNVUVVWkptKS9qT29q3ovXHayvZDmtub0quiVqsqqNLY2ZmDtwDS0NKRfVb/U9qpNcTGM4wABAABJREFURVlFBtUO6ulLB6AbSBEAq9X3vve9PPPMM/nCF76QIUOGLHPfqqqq7L333vnLX/6Su+66a4UDYm8YOHBg7rrrrpx88skZPnz4Evfp169fjj/++EycODGjR49eqfMceeSRueeee7L//vsvNZS14447Zvz48fnhD3+4QmNvvfXWmThxYi655JLssssuyw19DRgwIB/60Idy8cUXZ/r06amqqlqh8wEAsOZdc03n9vvfn/Tq1TO1AAAAAGu/LdbbIjtvsHOeevWpzGuZlxH9RqShpSGV5ZVpa29LTWXNwhnEyspSXVGdQnshZWVlaSm0ZEHbgrQUWlJWVpZCeyHVFdUpKyvrOK7QXkhleWUaWhoyot+IzGuZl6defSo7b7Bztlhvi56+dAC6gZnEgNVu1KhROfvss3PWWWflySefzMSJE/Paa6/l9ddfT21tbQYNGpSNN944u+66a3r37t0t56ypqclJJ52U733ve/nnP/+Z559/Pq+88kr69++fTTbZJO9+97tTU1OzyufZddddc+utt+bll1/Ov/71r0ydOjVNTU0ZPnx43vGOd2SLLVb+QXNFRUWOOOKIHHHEEZkzZ07uvffeTJ8+Pa+99lra29vTv3//bLDBBtlyyy2z2WabpaKiYrljHnXUUTnqqKNWuiYAALrHzJnJopPEWmoSAAAAWJZJsyblwWkPZsshW+bF11/M1HlTO2YSqyyvTFNbUyrLK1MsFtPc1pzysvIUi8VUV1SnV0WvtBZaUygWUl5WnuZCc4rFYsdx/ar7pa29LQNrB2bqvKnpV9UvGw/YOA9OezBvG/g2QTGAEiAkBqwxZWVl2XrrrbP11luvsXNWVFRk3LhxGbea1+3ZcMMNs+GGG6628QcOHJj3vve9q218AADWrBtuSNrb/9vu3TvZf/+eqwcAAABY+81unJ1CsZDG1sbMa5mXJGloaUhtr9q80vDKwkBYZXXa2tvSVGhKeXt5+lT1SZ+qPh1jFGoKmd28cJzqiupUVlR2LDtZ26s2DS0NSZJ5LfPS2NqYQrGQ2Y2ze+R6AehelpsEAACANezaazu3Dzooqa3tmVoAAACAdcPYkWMzvO/wTJ4zuVP/9HnTU1VZlf/P3r8HSXbWd57/+1zyZJ6qykpVldS4uikkaIMQ4mJhcSkMRiAjGbARYmzGeHyNiV3PrMe3WM/Yv13bw64vgWdnPOPwri/s4PAsNhibkIQBYdrGBgQUxgIJsBAYGgStVkGrqFJ2ZlVmnjyX3x9JpzpbLdES1Z19eb8iOjqf55znqecxtoyqPvX9JlECQMWoQlhAcNJ9AoJRxTEqAJIoIYkT1jvrE+8d3DrI8twyqyurp+E2kqQzzZCYJEmSJEln0NGj8Ld/Ozlnq0lJkiRJkvTNrB1aY727zlK6RLvfBqDdb4/CYBXUohoAcRjTqrdo1BrsDHfoDDpkRUZn0KEz6NCoNWjVW8ThqPFYLapBNQqPHb/vUrrEenedtUNr07mwJGlXGRKTJEmSJOkMuvVWyLIHx7Ua2FlckiRJkiR9M4vpIlu9rXH7x/s69wHQarTIy5ysyIjCiMXGIgBREBGFEVmR0c264+dREI32ayyOn+dlTqvRmth3s7fJVm+LxXTxTF9VknQaGBKTJEmSJOkMOrHV5EtfCq3WdM4iSZIkSZLOQce6SFaPZenJW1BOOLbvKbwqSTp3GBKTJEmSJOkM6fdHlcSOZ6tJSZIkSZJ0KjZ7myykCyw1liCAvfN7AWgP2sRhTBIlFGXBZn9UaayoCoqyIIkS5pI5kighL3OKqhjt198cP4/DmPZg1Gpy7/xeCGCpscRCujCuXCZJOrcZEpMkSZIk6Qx53/ug231wHARwww3TO48kSZIkSTp3rK6ssjy3zEZvg1Z9VJa81WhRVRUEMCyGABRlQXvQpp/3manN0Kw3SaKEZr1Js96kn/dpD9oU5SgsNiyGEEBVVeOWk616i43eBstzy6yurE7nwpKkXWVITJIkSZKkM+SmmybHL3gBPO5x0zmLJEmSJEk6t6wdWmO9u85SukS73x7PLzeXGeZDsiIDoKIiL3PKqjzpPmVVkpc51Tf6SmZFxjAfstxcHr/T7rdZSpdY766zdmjtNN5KknSmxNM+gCR9q6rqMTRcf5Re//rX8/rXv/60fx1JkiSdv/Ic/uqvJudsNSlJkiRJkk7VYrrIVm9r3P6x3W+zb34fW70tkjghCAIG+YAgCGjEDaIqYjvbZlgMSaKErMgo+yUzycyo7WRZMMgH1KIaSZzQG/ZYSBc4fPQwMGpvudXbYjFdnOa1JUm7xEpikiRJkiSdAR/+MGxsTM7deON0ziJJkiRJks5hwajNZFpLOXz0MHEYk5c5jbhBXuYEQUA9qlOUBUEQkBUZO/kOWZERBAFFWVCP6gRBMF5XlAVxGHP46GHSWjpqOxlM+6KSpN1kSEySJEmSpDPg5psnx896FjzxidM5iyRJkiRJOvds9jZZSBe48pIraSZNkigBYKu/RRzG9PM+cRhTVRWDfEAYhFRVRT2qMxPPUI/qVFVFGIQMigFVVY3XRWHEVn8LgCRKaCZNrrzkShbShXHlMknSuc2QmCRJkiRJp1lVPTQkZhUxSZIkSZL0aKyurHLd/uvoDXt0sg4wqihWViXtfnsUCIvrhEFIv+jTz/vMJrO00hYzyQyttEWr0aKfj56FQUg9HgXH2v02ZVWOKogBnaxDb9jjuv3XsbqyOs1rS5J2iSExSZIkSZJOs098Ar7ylcm517xmOmeRJEmSJEnnl6qqJseMKoQFD9MvMiAYVRzjhHUn7CNJOr8YEpMkSZIk6TQ7sYrY/v3w9KdP5yySJEmSJOnctHZojQMHD5DWUppJE4B2v01AwHx9HgIYFkPiMKZVb9GoNdjOtnmg9wA72Q4P9B6g3W/TqDVo1VvEYcywGEIA8/V5AgLa/TYAzaRJWks5cPAAa4fWpnltSdIuMSQmSZIkSdJpdtNNk+Mbb4Tg5L/MK0mSJEmSdFKL6SJbvS3uOnIXnawzCngxajmZlzm1sEZFRSNqkJc5RVkQBAFZkbE93CYrMoIgoCgL8jKnETWoqKiFNfIyH7eaHBZDOlmHu47cxVZvi8V0cZrXliTtEkNikiRJkiSdRp/7HNx99+ScrSYlSZIkSdJjFowqiO0Md9g3v2/iUT2qs5PvMCgGhEFIVVVUVBN/h0HIoBiwk+9Qj+oT6/fN72NnuDOqKOYvuEnSecWQmCRJkiRJp9GJrSaXl+F5z5vOWSRJkiRJ0rlrs7fJQrrAUmMJglEFsW7WJa2lxGFMHMZkZQaMqoH18z5hGDJfn2fP3B7m6/NEYUQ/74+rkGVlNl6b1lK6WXdUUSyApcYSC+kCm73NaV5bkrRLDIlJkiRJknQanRgSu+EGCP23cUmSJEmS9CitrqyyPLfMRm+DVr01nu9mXfbM7qGf94mCiGExJAxCyqqkHtVp1pvEYUyz3iSNU8qqJAxChsWQKBiFxvbM7qGbdcd7tuotNnobLM8ts7qyOo3rSpJ2md+WliRJkiTpNLn3XvjYxybnbDUpSZIkSZIei7VDa6x311lKl0btIL9hLpnjyPYRGnGDoiqoRbVxEGxQDOhkHfIyp5N16OW9cYCsFtUoqoJG3ODI9hHmkrnxnu1+m6V0ifXuOmuH1qZxXUnSLjMkJkmSJEnSaXLLLZPjiy6Ca66ZwkEkSZIkSdI5bzFdZKu3NW7/2O63mUvm6A175GVOXubUozoAtahGWkspy5Kj/aMc6R7haP8oRVmQ1lJqUQ2AelQfr+0Ne8wlc+MA2mZvk63eFovp4nQuLEnaVYbEJEmSJEk6TU5sNfl93we12nTOIkmSJEmSzhMBtBot0lrK4aOHJx718z4z8Qz1qE5RFgRBQEAw8XdRFtSjOjPxDP28P7H+8NHDpLWUVqMFwZm8lCTpdDMkJkmSJEnSafD1r8MHPjA5Z6tJSZIkSZL0WG32NllIF7jykitpJk2SKAGgPWgThzHDckhAQL/oE4cxYRBSVRX1qM5sbZZ6VKeqKsIgJA5j+kWfgIBhOSQOY9qDUQWxJEpoJk2uvORKFtKFceUySdK5zZCYJEmSJEmnwTvfCUXx4DhN4frrp3ceSZIkSZJ0bltdWeW6/dfRG/boZB1gVFGsqiqODo5CNWozWZQF7UGbQTFgNpmllbaYSWZopS1ajRaDYkB70KYoi1HbyQqODo5SVdWoghjQyTr0hj2u238dqyur07y2JGmXxNM+gCRJkiRJ56MTW01efz3MzEznLJIkSZIk6fx1rJXkMRUVeZkTVCfvF1lWJWVVEkYP1pQ51opSknT+MiQmSZIkSdIu63bhwIHJuRtvnM5ZJEmSJEnS+WHt0BoHDh4graU0kyadrEO73yYgYL4xz2B7wCAfEAQBjbhBVEVsZ9sMiyFJlJAVGWW/ZCaZIS9zirJgkA+oRTXmG/MEBLT7bVqNFs2kSVpLOXDwAAGB1cQk6Txgu0lJkiRJknbZX/819PsPjuMYvu/7pnceSZIkSZJ07ltMF9nqbXHXkbvoZB2GxXA8n5c5jbgxqiAWBNSjOkVZEAQBWZGxk++QFRlBEFCUBfWoThAE43VFWbCYLgIwLIZ0sg53HbmLrd7WeF6SdG4zJCZJkiRJ0i47sdXkNdfAot9PlSRJkiRJuyGAdr/NznCHffP7yMucOIzp533iMKaqKgb5gDAIqaqKelRnJp6hHtWpqoowCBkUA6qqGq+Lwoi8zNk3v4+d4Q7tfhvsPilJ5xVDYpIkSZIk7aLBAN71rsk5W01KkiRJkqRv1WZvk4V0gaXGEgTQarToZl3SWsogH4W+6nGdMAjpF336eZ/ZZJZW2mImmaGVtmg1WvTz0bMwCKnH9XGoLK2ldLMurUYLAlhqLLGQLrDZ25z21SVJu8CQmCRJkiRJu+g974GjRx8cBwHccMP0ziNJkiRJks4PqyurLM8ts9HboFVvjefXO+skcUISJQBUjCqEBQ9TCiwgGFUcowIgiRKSOGG9sz5+p1VvsdHbYHlumdWV1dN4K0nSmWJITNKuu+eeewiCYPznsssum/aRJEmSpDPmLW+ZHL/oRbBv33TOIkmSJEmSzh9rh9ZY766zlC6N2kEyajsZEEAFtagGQBzGtOotGrUGO8MdOoMOWZHRGXToDDo0ag1a9RZxGAPfWFeNwmPH77uULrHeXWft0Np0LixJ2lWGxCRJkiRJ2iWdDrzznZNzP/zD0zmLJEmSJEk6vyymi2z1tsbtH+/r3AeM2k7mZU5WZERhxGJjEYAoiIjCiKzI6Gbd8fMoiEb7NRbHz/MyH7WZPG7fzd4mW70tFtPFM31VSdJpYEhMkiRJkqRdcsst0O8/OI5j+IEfmNpxJEmSJEnS+ehYF8nqsSw9eQvKCcf2PYVXJUnnDkNikiRJkiTtkre+dXJ8/fWwtDSds0iSJEmSpPPLZm+ThXSBpcYSBLB3fi8A7UGbOIxJooSiLNjsjyqNFVVBURYkUcJcMkcSJeRlTlEVo/36m+PncRjTHoxaTe6d3wsBLDWWWEgXxpXLJEnnNkNikiRJkiTtgvvvhwMHJude97rpnEWSJEmSJJ1/VldWWZ5bZqO3Qas+ag3ZarSoqgoCGBZDAIqyoD1o08/7zNRmaNabJFFCs96kWW/Sz/u0B22KchQWGxZDCKCqqnHLyVa9xUZvg+W5ZVZXVqdzYUnSrjIkJkmSJEnSLnj726EoHhynKdxww/TOI0mSJEmSzi9rh9ZY766zf2H/xPxyc5lhPiQrMgAqKvIyp6zKk+5TViV5mVN9o69kVmQM8yHLzeWJ9/Yv7Ge9u87aobXTcBtJ0pkWT/sAkiRJkiSdD05sNfmqV8Hc3HTOIkmSJEmSzj+L6SJREJHWUppJk07WYS6ZY6u3RRInBEHAIB8QBAGNuEFURWxn2wyLIUmUkBUZZb9kJpkZtZ0sCwb5gFpUI4kTesMeC+kC3axLM2mS1lKiIGIxXZz21SVJu8CQmKRzVq/X47bbbuMrX/kKGxsbpGnKnj17ePazn83ll18+7ePtmgceeIAPf/jD3HfffWxsbDA7O8u3fdu3sbq6ysrKyq5+rX/8x3/kC1/4Auvr62RZxtOf/nS+7/u+b1e/hiRJ0vnoK1+B226bnLPVpCRJkiRJ2k2XX3w5V++9mv/8kf9MURXsa+7jcOcwcRiTlzmNuEFv2COJE+pRnUE2CoxlRUZe5ZRlSS2oUZQF9ahOr+oxLIY0602KsiAOY7pZd7zv3fffzSuf/Eouv/j8+bmbJF3IDIlJOuf88z//M7/yK7/Cu971Lnq93knfedKTnsQv/MIv8G/+zb8hjh/+H3Uf//jHufrqq8fjN77xjfxP/9P/9Ihff9++fdx3333j8U/91E/xh3/4h4+45hWveAXvec97AFhZWeErX/nKI74P8Dd/8zf85m/+Jh/60Icoju9bdJzv+I7v4PWvfz03nGIfoyAIxp9//Md/nD/5kz+hLEt+53d+h9///d/nS1/60sT7z3rWswyJSZIknYK3vW1yfNFF8L3fO5WjSJIkSZKk89TnNj7H7ffdzhWXXMGXH/gyhzuHx5XE4jCmn/eJw5iqqhjkA8IgpKoq6lGdWlRjWAwpqoIwCBkUA6qqGq9r1pvkZc5CusDhzmGaSZNLL7qU2++7nSctPMmgmCSdB8JpH0CSHo3f/d3f5elPfzp/+Zd/+bABMYAvfvGL/MzP/AzPfvazOXTo0MO+d9VVV7G4+GCJ3Pe9732P+PU/+9nPTgTETmVNnufcdlxZiWuvvfYR3+90Otxwww1cd911fOADH3jYgBjAnXfeyatf/Wpe+9rXMhgMHnHfk9na2uLaa6/l3//7f/+QgJgkSZJO3YmtJv/Fv4B6fTpnkSRJkiRJ56fN3iZFVdAb9uhkHQC6WZe0ljLIR6GvelwnDEL6RZ9+3mc2maWVtphJZmilLVqNFv189CwMQupxfRwqS2sp3awLQCfr0Bv2KKqCzd7mNK8tSdolVhKTdM74jd/4DX71V391Yi6KIp7znOdw6aWXsr29zZ133sm99947fv7pT3+a7/qu7+JDH/oQT3jCEx6yZxiGXHPNNdx0000A/N3f/R1VVU1U3DreyQJhX/jCF/jKV75y0v0B/uEf/oFutzsev/SlL33YO25sbPCyl72MO++8c2J+aWmJZz/72Vx88cVsb2/z6U9/eiLU9Zd/+Ze0223e8573EIanlv+tqoof+ZEf4f3vfz8AcRzznOc8h5WVFfr9Pp///OdPaR9JkqQL3Wc/C3fcMTlnq0lJkiRJkrTbVldW+dTXPsX773n/xPx6Z50kTkiihKIqqBhVCKvK6qT7BASj54yeJ1FCEiesd9a5ZPaS8XsHtw7y3H3PZXVl9bTdSZJ05lhJTNI54e///u/5tV/7tYm5H/mRH+Hee+9lbW2NP//zP+ed73wnX/nKV7jlllvYu3fv+L1Dhw7xoz/6o5RledK9jw9t3X///Xz6059+2HP83d/93UnnH6ma2IlrHi4kVlUVP/ZjPzYREHvGM57Brbfeyv3338+BAwd4y1vewjve8Q6++MUv8oEPfICnPe1p43cPHDjAG97whoc9x4luuukmbr31VoIg4Bd+4Rf42te+xkc+8hHe9ra38Y53vIPPfOYz3HLLLae8nyRJ0oXqxCpi3/ZtcM01UzmKJEmSJEk6j60dWmO9u85SukS73wag3W8TEEAFtagGQBzGtOotGrUGO8MdOoMOWZHRGXToDDo0ag1a9RZxOKopU4tqUI3CY8fvu5Qusd5dZ+3Q2nQuLEnaVYbEJJ31yrLkp37qp6iqB3/b4Rd/8Rd585vfzLd927dNvBsEATfccAO33XbbxLMPfvCD/I//8T9Ouv+J7R8fLvBVluW46hbA9ddf/03XnPjs8ssvZ9++fSd9741vfCPvec97xuOXv/zlfOxjH+PlL3/5SSubffd3fzcf+chHeOYznzme+/Vf/3U2NjYe9izHO1bd7A/+4A/4nd/5nYm2m8dcdtllp7SXJEnShaqq4C1vmZz7l/8Somg655EkSZIkSeevxXSRrd7WuP3jfZ37AGg1WuRlTlZkRGHEYmP0M58oiIjCiKzI6Gbd8fMoGH3jYrGxOH6elzmtRmti383eJlu9LRbTh/4MSZJ07rHdpM4K999//2NeOzc3R5qmJ322sbExESx6NGZmZpidnT3ps83NTYqieEz7NhoNms3mSZ898MADDIfDR73nJZdc8s1fOoe95z3vmWh9eNVVV/Hbv/3bj7jmSU96En/wB3/AjTfeOJ773d/9XX7yJ3/yIe8+9alPZd++fRw+fBgYhbp+4Rd+4SHv3XHHHWxujv5L9/z8PP/hP/wH3vve9wIPX2Gs1+uxtvbgb1ecGEg7pigK/tN/+k/j8d69e3nb295Go9F4xHu2Wi3+9E//lGc961lUVUW/3+eNb3wj/9v/9r894rpjvv/7v5+f+qmfOqV3JUmS9FAf/zh84QuTcz/8w9M5iyRJkiRJukAcqy3wGH4MGvDQwgQPcWzfU3hVknTuMCSms8KePXse89r/+//+v/npn/7pkz674oorTrmq0on+43/8j7z+9a8/6bMXvehFfOYzn3lM+/4v/8v/wv/z//w/J3326le/mg984AOPes/HGoQ7V/zZn/3ZxPhXf/VXCcNvXgjx1a9+NVdddRV33HEHAJ/85Cf5p3/6J57+9Kc/5N2XvvSlvPnNbwZGVcfyPCeOJ/8ReXwQ7JprruGFL3whMzMz7OzssL6+zmc+85mJ9o8AH/rQh8iybOLrnMx73/tevvjFL47H/+E//IeHDROe6BnPeAYveclLxud797vffcohsV/8xV88pfckSZJ0cie2mty/H57znOmcRZIkSZIknd82e5sspAssNZZ4oP8Ae+f30u63aQ/axGFMEiX08z6b/U3SOKWoCoqyoBE3qMd1BvmAvMyhgpiYzf4mAQGNuEEcxrQHbWphbbTvoM1SY4mFdGFcuUySdG6z3aSks95HPvKR8edms8krX/nKU177wyeUcTh+r+MdH97qdDp87GMfe8g7x7eNvPbaa0mShBe96EXjuZNVEzt+TRiGvOQlLznp1//7v//7ifEP/MAPnPS9h3P8OW6//XYGg8E3XdNqtSbWSZIk6dEpCvjzP5+c+6EfgpN0CpckSZIkSfqWra6ssjy3zEZvg1Z91Bqy1WiNCkoEMCxGHYuKsqA9aNPP+8zUZmjWmyRRQrPepFlv0s/7tAdtinLUOWlYDCEYFaY41nKyVW+x0dtgeW6Z1ZXV6VxYkrSrDIlJOqt9/etf58tf/vJ4fNVVV5EkySmvf/7znz8x/vjHP37S905sA3l8uAtgOBzyoQ996CHvHx8uO3ENTAbHnvWsZ7G4ePKe7R/+8IfHn1utFsPhkHvuueeU/9RqtfH6LMu47777Tvp1jvesZz2LwJ9gSpIkPWa33QYn/tcuW01KkiRJkqTTZe3QGuvddZbSJdr99nh+ubnMMB+SFaPuNhUVeZlTVuVJ9ymrkrzMqb7RVzIrMob5kOXm8viddr/NUrrEenedtUNrp/FWkqQzxXaTks5q999//8T427/92x/V+qc85SmPuN8xKysrPPnJT+bzn/88MAp8/eqv/ur4+Uc/+lG2t7cBeNzjHseVV14JTIbL3v/+91MUBVEUAfDAAw/wiU98Yvz8xCDa8e69997x53a7zROf+MRTut/D2dzc/KZ7XHLJJd/S15AkSbrQveUtk+NnPhNO6D4uSZIkSZK0axbTRbZ6W+P2j+1+m33z+9jqbZHECUEQMMgHBMGohWRURWxn2wyLIUmUkBUZZb9kJpkhL3OKsmCQD6hFNZI4oTfssZAucPjoYWDU3nKrt8VievIiCJKkc4shMZ0Vjhw58pjXzs3NPeyzu+++e1Re9TGYmZl52Ge33XYbRVE8pn0bjcbDPrvlllsYDoePad/z1QMPPDAxnp+ff1TrW63WxHhra+th333pS186Domtra2xs7Mz/t+DE1tNHnPVVVexuLjI5ubmOBT2nOc8B3gwNHaydSfa3NzdXu7dbvebvvNI/7cjSZKkR5Zl8Pa3T85ZRUySJEmSJJ0RwajNZFZkHD56mPn6PHmZ04gb9IY9kjihHtUZZKPAWFZk5FVOWZbUghpFWVCP6vSqHsNiSLPepCgL4jDm8NHDpLWUJErAhjSSdF4xJKazwumqaHTxxRefln0frmXgt+qiiy46LfueT05ne8Rrr72WP/qjPwJGLRtvu+02rr/+emCybeTxYa8wDLnmmmu46aabgFGY7FhI7Pg1tVqNF73oRQ/7tXc7HPhYw5GSJEk6NQcOwIm/f/BDPzSds0iSJEmSpAvDZm+ThXSBKy+5ki8/8GU6WYfesMdWf4s4jOnnfeIwpqoqBvmAMAipqop6VKcW1RgWQ4qqIAxCBsWAqqrG65r1Jlv9LaIgIokSmkmTSy+6lIV0YVy5TJJ0bgunfQBJeiQnBufa7fbJX3wYJ76/sLDwsO++5CUvmQihHasetr29zT/8wz+M51/60pdOrDs+NHZ8xbHjPz/vec9jdnb2Yb/28cHDZz3rWVRV9S39ueaaax72a0mSJOlbd2KryRe8AC69dDpnkSRJkiRJF4bVlVWu238dvWGPTtYBRhXFyqqk3W+PAmFxnTAI6Rd9+nmf2WSWVtpiJpmhlbZoNVr089GzMAipx3WqqqLdb1NWJa3GqEvPsQDadfuvY3VldZrXliTtEkNiks5qJ1aZ+8IXvvCo1v/zP//zI+53vIsvvphnPetZ4/GxkNdtt91GlmUA7N+/n8suu2xi3fGhsQ9/+MMMBgO++tWv8pnPfOak75zMnj17xp8PHjxoJTBJkqSz2PY2vOMdk3O2mpQkSZIkSdNy4s+VKkYVwoKH6RcZEIwqjnHCOn8+JUnnNUNiks5qS0tLXHpcSYY77rhjHNg6FR/96Ecnxt/5nd/5iO8fH+a688472dzcfNhWk8c89alPZd++fQD0ej3W1tYm1jzcuuM9//nPH3/udrsTlcskSZJ0dvmrv4KdnQfHUQQ/+IPTO48kSZIkSbowrB1a48DBA6S1lGbSBKDdbxMQMF+fhwCGxZA4jGnVWzRqDbazbR7oPcBOtsMDvQdo99s0ag1a9RZxGDMshhDAfH2egIB2f9Slp5k0SWspBw4eYO3Q2jSvLUnaJYbEJJ31XvCCF4w/dzodbr311lNe+5YT+gCtrj5yOdzjw1xlWfL3f//3E20jHy7sdXy47H3ve9/EmpmZmYkQ2Ml8z/d8z8T4T/7kTx7xfUmSJE3Pn//55Ph7vgeOKwwrSZIkSZJ0Wiymi2z1trjryF10ss4o4MWo5WRe5tTCGhUVjahBXuYUZUEQBGRFxvZwm6zICIKAoizIy5xG1KCiohbWyMt83GpyWAzpZB3uOnIXW70tFtPFaV5bkrRLDIlJOuv98Am9e/7P//P/pCzLb7rulltu4Y477hiPn/nMZ/KMZzzjEdd893d/N7VabTz+y7/8S+68804AgiDgJS95yUnXHR8ee9/73jdRSeyFL3whSZI84td91atexd69e8fjP/7jPx5/XUmSJJ09Oh1473sn5173uumcRZIkSZIkXaCCUQWxneEO++b3TTyqR3V28h0GxYAwCKmqiopq4u8wCBkUA3byHepRfWL9vvl97Ax3RhXFTt6tUpJ0jjIkJums94pXvIL9+/ePx3fccQe//Mu//IhrvvjFL/Jv/+2/nZj72Z/92W/6tebm5njuc587Hv/FX/zFOJD2zGc+k0suueSk644PiX30ox/lnnvuGY+PrzL2cOr1Or/0S780Hg+HQ171qlfx2c9+9puuPd4nP/lJbr/99ke1RpIkSafuPe+BweDBcRzDDTdM7zySJEmSJOnCsdnbZCFdYKmxBMGoglg365LWUuIwJg5jsjIDRtXA+nmfMAyZr8+zZ24P8/V5ojCin/fHVciyMhuvTWsp3aw7qigWwFJjiYV0gc3e5jSvLUnaJYbEJJ12eZ5zzz33PKY/AGEY8kd/9EcEwYO/rvB//V//Fz/+4z/O1772tYmvVVUV73jHO3jRi17EV7/61fH8C1/4Qn7yJ3/ylM57fKirqqrx54drNQnw+Mc/nic/+ckPWfPN1h3v3/27f8fLX/7y8fjQoUNcffXV/Pqv/zr333//w647dOgQv//7v88111zDd3zHdxgSkyRJOo1uvnly/NKXwkUXTeUokiRJkiTpArO6ssry3DIbvQ1a9dZ4vpt12TO7h37eJwoihsWQMAgpq5J6VKdZbxKHMc16kzROKauSMAgZFkOiYBQa2zO7h27WHe/ZqrfY6G2wPLfM6srqNK4rSdpl8bQPIOn8d/jwYZ74xCc+prXHAlfXXnstv/Zrv8b/8X/8H+Nn/9//9//xZ3/2Zzzvec/jCU94Atvb29xxxx3ce++9E3vs27ePN7/5zYThqeVir732Wn7913/9pPPfbN3nP//5ibmLLrqIZz/72af0dcMw5C1veQvXX389H/vYxwDY3t7m137t1/iP//E/8rSnPY0nPelJtFottre32dzc5DOf+cwjBsgkSZK0ewYDePe7J+duvHE6Z5EkSZIkSReetUNrrHfXWUqX+OLWF0cVv4C5ZI7DRw/TiBtsD7epRbVxUGxQDOhkHdI4pZf3yPJsHCCrRTWKqmC2NsuR7SPsm99HXubAqJ3lkxaexHp3nbVDawbFJOk8YEhM0jnj9a9/Pc1mk1/+5V8mz0f/BbUoCj7ykY/wkY985KRrrrzySm699Vae8IQnnPLXWV1dZWZmhp2dnfFcHMd893d/9yOuu/baa/nDP/zDiblrrrnmlMNpMAqVffCDH+Tf/bt/x5ve9KZxSK6qKu666y7uuuuuR1wfBAGtVusR35EkSdJj83d/B53Og+MgsNWkJEmSJEk6cxbTRbZ6W+P2j+1+m33z+9jqbZGXOXmZU4/qDMshtahGFEb0yh5H+0fp0KGiolbWSJN0HAarR/Xx2t6wx0K6wOGjh4FRe8ut3haL6eLU7ixJ2j22m5R0Tvlf/9f/lU9/+tP8wA/8AI1G42Hfe+ITn8jv/u7vcscddzyqgBhAkiS88IUvnJh77nOfy9zc3COue8lLXjLREhMmW1eeqnq9zv/7//6/3Hnnnbzuda9jfn7+Ed+PoojnPe95vP71r+fgwYO87nWve9RfU5IkSd/cTTdNjldXYXl5OmeRJEmSJEkXsABajRZpLR0Huo7p531m4hnqUZ2iLAiCgIBg4u+iLKhHdWbiGfp5f2L94aOHSWvpqErZ5I+9JEnnOCuJSdp1l1122bgC1unw1Kc+lb/8y79kZ2eH2267ja985StsbGyQpil79uzhqquu4oorrviWvsZ73/veR71maWmJsiy/pa97vGc+85m85S1vIc9zbr/9dj7/+c/z9a9/ne3tbWZnZ1lcXOTyyy/naU97Gs1m85T2PJ3/uUiSJJ3PigLe8Y7JOVtNSpIkSZKkM2mzt8lCusCVl1zJlx/4Mp2sQ2/Yoz1oE4cxw3JIQEC/6JPGKcNgSFVV1KP6uAVlURWEQUgcxvTyHgEBw3JIHMa0B21qYY0kSmgmTS696FIW0oVx5TJJ0rnNkJikc9bMzAzXX3/9tI9x2sVxzPOf/3ye//znT/sokiRJF6yPfATuv39yzpCYJEmSJEk6k1ZXVqmoeNMn3kQn6wCjimL3b9/P0cFRqKAW1cjLnPagTVVUzCazzCaz4z2KRsFWtsWgGBAFEbWoRlEWHB0c5aLGRaMKYjAOoF23/zpWV1ancl9J0u6y3eQp+sQnPsFv/dZv8fKXv5yVlRXq9Tpzc3M85SlP4Sd+4ie47bbbHtV+f/3Xf81rXvMaHv/4x1Ov13n84x/Pa17zGv76r//6NN1AkiRJkvRY3Xzz5PiZz4T9+6dzFkmSJEmSpOMdayV5TEVFXuaU1ck74JRVSV7mVDzYgeZYK0pJ0vnLSmKn4MUvfjEf/OAHHzKfZRmf//zn+fznP8//+B//gx/90R/lv//3/06SJA+7V1VV/Jt/82944xvfODF/+PBhbr75Zm6++Wb+5//5f+YP//AP/X/CkiRJknQWqCq46abJOauISZIkSZKkM23t0BoHDh4graU0kyadrEO73yYgYL4xz2B7wCAfEAQBjbhBVEVsZ9sMiyFJlJAVGWW/ZCaZIS9zirJgkA+oRTXmG/MEBLT7bVqNFs2kSVpLOXDwAAGB1cQk6TxgJbFTcPjwYQD27t3Lz/3cz/H2t7+dj33sY6ytrfE7v/M77Nu3D4A3v/nN/MRP/MQj7vUrv/Ir44DYVVddxVvf+lY+9rGP8da3vpWrrroKgDe+8Y386q/+6um7kCRJkiTplN15J3z5y5NzhsQkSZIkSdKZtpgustXb4q4jd9HJOgyL4Xg+L3MacYO8zAmCgHpUpygLgiAgKzJ28h2yIiMIAoqyoB7VCYJgvK4oCxbTRQCGxZBO1uGuI3ex1dsaz0uSzm1WEjsFT33qU/mt3/ot/sW/+BdEUTTx7PnPfz4/+qM/ynd913fxz//8z7z1rW/l3/7bf8uLXvSih+zzhS98gf/0n/4TAFdffTUf/OAHSdMUgOc85zm86lWv4sUvfjG33347v/3bv81P/uRPst/+JZIkSZI0VSe2mnzSk0btJiVJkiRJkqYigHavDcC++X1s9baIw5h+3icOY6qqYpAPCIOQqqqoR3VqUY1hMaSoCsIgZFAMqKpqvK5Zb5KXOfvm93H46GEYwkXpRdO9pyRpV1lJ7BS8613v4rWvfe1DAmLHXHzxxfyX//JfxuO3v/3tJ33vv/7X/0qe5wD83u/93jggdszMzAy/93u/B0Ce5/y3//bfduH0kiRJkqRvxYkhsRtvhCCYzlkkSZIkSdKFa7O3yUK6wFJjCQJoNVp0sy5pLWWQj0Jf9bhOGIT0iz79vM9sMksrbTGTzNBKW7QaLfr56FkYhNTj+jhUltZSulmXVqMFASw1llhIF9jsbU776pKkXWBIbJdcc801488HDx58yPOqqnjHO94BjCqTPf/5zz/pPs9//vO5/PLLAbjllluoqmr3DytJkiRJOiWf/zz80z9NztlqUpIkSZIkTcPqyirLc8ts9DZo1Vvj+fXOOkmckEQJABWjCmEBJ/8tt4BgVHGM0c+ikyghiRPWO+vjd1r1Fhu9DZbnllldWT2Nt5IknSmGxHZJlmXjz2H40P+xfulLX+Lw4cMAvPjFL37EvY49v/fee7nnnnt275CSJEmSpEflxCpij3scrPp9UUmSJEmSNAVrh9ZY766zlC7R7o/aTbb77VEYrIJaVAMgDmNa9RaNWoOd4Q6dQYesyOgMOnQGHRq1Bq16iziMgW+sq0bhseP3XUqXWO+us3ZobToXliTtKkNiu+QDH/jA+PNTn/rUhzy/++67H/H58Y5/fvw6SZIkSdKZdWJI7NWvhpP8XpAkSZIkSdJpt5gustXbGrd/vK9zHzBqO5mXOVmREYURi41FAKIgIgojsiKjm3XHz6MgGu3XWBw/z8t81GbyuH03e5ts9bZYTBfP9FUlSadBPO0DnA/KsuQNb3jDePza1772Ie8cOnRo/Pnxj3/8I+63srJy0nWn4t57733E5+vr64/4XJIkSZI0ct998NGPTs7ZalKSJEmSJE3dsS6S1WNZevIWlBOO7XsKr0qSzh2GxHbBf/2v/5WPfexjANx4441cffXVD3mn0+mMP8/NzT3ifrOzs+PP3W73UZ3l+ICZJEmSJOmxu+WWyXGrBS95yVSOIkmSJEmSxGZvk4V0gaXGEg/0H2Dv/F7a/TbtQZs4jEmihH7eZ7O/SRqnFFVBURY04gb1uM4gH5CXOVQQE7PZ3yQgoBE3iMOY9qBNLayN9h20WWossZAujCuXSZLObTbJ+BZ94AMf4Jd/+ZcB2LNnD3/wB39w0vf6/f74c5Ikj7hnvV4ff+71ertwSkmSJEnSo3Viq8lXvhK+yb/OSZIkSZIknTarK6sszy2z0dugVR+1hmw1WlRVBQEMiyEARVnQHrTp531majM0602SKKFZb9KsN+nnfdqDNkVZAN9YF0BVVeOWk616i43eBstzy6yurE7nwpKkXWUlsW/BXXfdxY033kie59Trdf7iL/6Cxz3ucSd9t9FojD9nWfaI+w4Gg/HnNE0f1Zm+WXvK9fV1nvvc5z6qPSVJkiTpQrO1Be9//+Tca14zlaNIkiRJkiQBsHZojfXuOvsX9nNw6+B4frm5zD1b95AVGVEYUVGRlzlBdfJ+kWVVUlYlYTSqKZMVGcN8yGULl40qjX3D/oX9rHfXWTu0ZlBMks4DhsQeoy996Utcd911bG1tEUURb33rW3nxi1/8sO83m83x52/WQnJ7e3v8+Zu1pjzR4x//+Ef1viRJkiTpod71Lsgf/J4ojQZ87/dO7zySJEmSJEmL6SJREJHWUppJk07WYS6ZY6u3RRInBEHAIB8QBKMWklEVsZ1tMyyGJFFCVmSU/ZKZZIa8zCnKgkE+oBbVSOKE3rDHQrpAN+vSTJqktZQoiFhMF6d9dUnSLrDd5GNw33338T3f8z3cd999BEHAH//xH3PjjTc+4prjw1v33nvvI757fDWwlZWVb+2wkiRJkqRH7aabJsfXXQezs9M5iyRJkiRJEsDlF1/O1Xuv5u7776aTddjX3Ec36xKHMXmZ04gbowpiQUA9qlOUBUEQkBUZO/kOWZERBAFFWVCP6gRBMF5XlAVxGNPNuuxr7qOTdbj7/ru5eu/VXH7x5dO+uiRpFxgSe5Q2NjZ42ctexhe/+EUAfu/3fo8f+7Ef+6brnva0p40/f/azn33Ed49/fsUVVzzGk0qSJEmSHoudHXjveyfnbDUpSZIkSZKm7XMbn+P2+27nikuuoJk0Odw5zFwyR17mxGFMP+8ThzFVVTHIB4RBSFVV1KM6M/EM9ahOVVWEQcigGFBV1XhdFEbkZc5cMsfhzmGaSZMrLrmC2++7nc9tfG7aV5ck7QJDYo9Cu93m+uuv5zOf+QwAb3jDG/jpn/7pU1r7xCc+kb179wLwgQ984BHf/eAHPwjAvn37uOyyyx77gSVJkiRJj9p73wu93oPjKILv//7pnUeSJEmSJAlgs7dJURX0hj06WQeAbtYlraUM8lHoqx7XCYOQftGnn/eZTWZppS1mkhlaaYtWo0U/Hz0Lg5B6XB+HytJaSjfrAtDJOvSGPYqqYLO3Oc1rS5J2iSGxU7Szs8MrX/lKPvGJTwDwv//v/zu/9Eu/dMrrgyDghhtuAEaVwj760Y+e9L2PfvSj40piN9xwA0EQfIsnP/2iKAKgKIopn0SSzi3H/rl57J+jkiTp7HDzzZPjF78YFhencxZJkiRJkqRjVldWWZ5b5uDWwYn59c46SZyQRAkAFaMKYQEn/1lzQDCqOEYFQBIlJHHCemd94r2DWwdZnltmdWX1NNxGknSmGRI7BVmWceONN/LhD38YgJ/7uZ/jN37jNx71Pj//8z9PHMcA/MzP/Ay94381Hej1evzMz/wMAHEc8/M///Pf2sHPkGPhhqqqyLJsyqeRpHNDlmVU1ehfvgyJSZJ09hgO4Z3vnJy78cbpnEWSJEmSJOl4a4fWWO+us5Qu0e63AWj326MwWAW1qAZAHMa06i0atQY7wx06gw5ZkdEZdOgMOjRqDVr1FnE4+tl1LapBNQqPHb/vUrrEenedtUNr07mwJGlXxdM+wLngda97HQcOHADgpS99Kf/6X/9r/umf/ulh30+ShKc85SkPmX/KU57CL/7iL/KGN7yB22+/ne/6ru/il37pl9i/fz8HDx7kt3/7t7njjjsA+Pf//t/z5Cc/+fRcaJfNzs6ys7MDQKfTYWlpaconkqSz39GjR8ef5+bmpngSSZJ0vPe/Hx54YHLu1a+ewkEkSZIkSZJOsJgustXbGrd/vK9zH7O1WVqNFke2j5AVGVEYMZ/M08t7REFEFEZkRcawHFJVFUmYEAWjX15fbCxyNDtKVmQkUcLi7CI7w53xvpu9TbZ6WyymlliXpPOBIbFTcNNNN40//93f/R3PfOYzH/H9Sy+9lHvuueekz37zN3+TI0eO8Md//Mfccccd/NAP/dBD3vnX//pfP6ZKZdMyPz/P/fffD0C73WZxcfGcaJMpSdNSVdVESKzZbE7xNJIk6Xgntpp87nPh8Y+fzlkkSZIkSZJO6tiPYqvHsvQUfo57bF9/5CtJ5xXbTZ5hYRjypje9iXe/+93ccMMN7N27lyRJ2Lt3LzfccAO33nor//2//3fC8Nz5jyZJEhqNBgCDwYB777133EJNkjSpqiruvfdeBoMBAI1GgyRJpnwqSZIEUJZwyy2Tc7aalCRJkiRJZ4vN3iYL6QJLjSUIYO/8XgDagzZxGJNECUVZsNkfVRorqoKiLEiihLlkjiRKyMucoipG+/U3x8/jMKY9GLWa3Du/FwJYaiyxkC6MK5dJks5tVhI7Bacj8PSKV7yCV7ziFbu+77Ts2bOHQ4cOUVUV3W6XL33pS8zPzzM/P2/4QZKALMs4evQoR48eHQfEgiBgz549Uz6ZJEk65h/+AdbXJ+cMiUmSJEmSpLPF6soqn/rap3j/Pe+nVW8B0Gq0uH/7fghgWAwBKMqC9qBNVVTM1GaYTWYBRiGyesFWtkU/7xMFEXEYj9Ylo5+Ltxrf2LfeYqO3wfLcMqsrq9O5sCRpVxkS066YnZ1lZWVlHBQbDAbcf//93H///QRBQBRF0z6iJE1NURQPCRwHQcDKygqzs7NTOpUkSTrRia0mn/Y0uPzy6ZxFkiRJkiTpRGuH1ljvrrN/YT8Htw6O55eby9yzdQ9ZkRGFERUVeZkTVCfvF1lWJWVVEkaj7lZZkTHMh1y2cBl5mY/f27+wn/XuOmuH1gyKSdJ5wJCYds2xoNiRI0fo9/vj+aqqyPP8EVZK0oWl0WiwZ88eA2KSJJ1FquqhITGriEmSJEmSpLPJYrpIFESktZRm0qSTdZhL5tjqbZHECUEQMMgHBEFAI24QVRHb2TbDYkgSJWRFRtkvmUlmRm0ny4JBPqAW1UjihN6wx0K6QDfr0kyapLWUKIhYTBenfXVJ0i4wJKZdNTs7yxOf+ESyLKPT6dDtdimKgqIopn00SZqaKIqIooi5uTmazaZteCVJOgv90z/BF74wOWdITJIkSZIknU0uv/hyrt57Nf/5I/+ZoirY19zH4c5h4jAmL3MacYPesEcSJ9SjOoNsFBjLioy8yinLklpQoygL6lGdXtVjWAxp1psUZUEcxnSz7njfu++/m1c++ZVcfrGl1iXpfGBITKdFkiQsLS2xtLQ07aNIkiRJ0jd1YhWxJzwBnv3s6ZxFkiRJkiTpZD638Tluv+92rrjkCr78wJc53Dk8riQWhzH9vE8cxlRVxSAfEAYhVVVRj+rUohrDYkhRFYRByKAYUFXVeF2z3iQvcxbSBQ53DtNMmlx60aXcft/tPGnhSQbFJOk8YEhMkiRJknTBO1mrySCYzlkkSZIkSZJOZrO3SVEV9IY9OlkHgG7WJa2lfLX71VEgLK6Tlzn9ok9Yhswms8wms+M9ikbB5mC0Tz2qE0fxuO1kWkvpZl0AOlmH3rBHURVs9jancl9J0u4Kp30ASZIkSZKm6UtfgjvvnJyz1aQkSZIkSTrbrK6ssjy3zMGtgxPz6511kjghiRIAKkYVwgJO/htwAcGo4hgVAEmUkMQJ6531ifcObh1keW6Z1ZXV03AbSdKZZkhMkiRJknRBO7GK2MUXwwtfOJ2zSJIkSZIkPZy1Q2usd9dZSpdo99sAtPvtURisglpUAyAOY1r1Fo1ag53hDp1Bh6zI6Aw6dAYdGrUGrXqLOBw1HqtFNahG4bHj911Kl1jvrrN2aG06F5Yk7SpDYpIkSZKkC9qJIbEbboAoms5ZJEmSJEmSHs5iushWb2vc/vG+zn0AtBot8jInKzKiMGKxsQhAFEREYURWZHSz7vh5FIy+8bHYWBw/z8ucVqM1se9mb5Ot3haL6eKZvqok6TQwJCZJkiRJumB97Wvw4Q9PztlqUpIkSZIkndWOdZGsHsvSk7egnHBs31N4VZJ07jAkJkmSJEm6YL3jHVAd9w3VuTm49trpnUeSJEmSJOnhbPY2WUgXWGosQQB75/cC0B60icOYJEooyoLN/qjSWFEVFGVBEiXMJXMkUUJe5hRVMdqvvzl+Hocx7cGo1eTe+b0QwFJjiYV0YVy5TJJ0bjMkJkmSJEm6YJ3YavIVr4BGYzpnkSRJkiRJeiSrK6sszy2z0dugVR+1hmw1WlRVBQEMiyEARVnQHrTp531majM0602SKKFZb9KsN+nnfdqDNkU5CosNiyEEUFXVuOVkq95io7fB8twyqyur07mwJGlXGRKTJEmSJF2Q2m143/sm517zmumcRZIkSZIk6ZtZO7TGenedpXSJdr89nl9uLjPMh2RFBkBFRV7mlFV50n3KqiQvc6pv9JXMioxhPmS5uTx+p91vs5Qusd5dZ+3Q2mm8lSTpTImnfQBJkiRJkqbh1lthOHxwnCTw8pdP7zySJEmSJEmPZDFdZKu3NW7/2O632Te/j63eFkmcEAQBg3xAEAQ04gZRFbGdbTMshiRRQlZklP2SmWRm1HayLBjkA2pRjSRO6A17LKQLHD56GBi1t9zqbbGYLk7z2pKkXWIlMUmSJEnSBemmmybH3/M9MD8/nbNIkiRJkiSdsmDUZjKtpRw+epg4jMnLnEbcIC9zgiCgHtUpyoIgCMiKjJ18h6zICIKAoiyoR3WCIBivK8qCOIw5fPQwaS0dtZ0Mpn1RSdJuMiQmSZIkSbrg9HrwnvdMzt1443TOIkmSJEmSdCo2e5sspAtcecmVNJMmSZQAsNXfIg5j+nmfOIypqopBPiAMQqqqoh7VmYlnqEd1qqoiDEIGxYCqqsbrojBiq78FQBIlNJMmV15yJQvpwrhymSTp3GZITJIkSZJ0wfnbv4Xt7QfHYQivetX0ziNJkiRJkvTNrK6sct3+6+gNe3SyDjCqKFZWJe1+exQIi+uEQUi/6NPP+8wms7TSFjPJDK20RavRop+PnoVBSD0eBcfa/TZlVY4qiAGdrENv2OO6/dexurI6zWtLknaJITFJkiRJ0gXnxFaTL3wh7NkznbNIkiRJkiR9K6qqmhwzqhAWPEy/yIBgVHGME9adsI8k6fxiSEySJEmSdEHJc3jnOyfnbDUpSZIkSZLOdmuH1jhw8ABpLaWZNAFo99sEBMzX5yGAYTEkDmNa9RaNWoPtbJsHeg+wk+3wQO8B2v02jVqDVr1FHMYMiyEEMF+fJyCg3W8D0EyapLWUAwcPsHZobZrXliTtEkNikiRJkqQLym23wde/Pjn36ldP5SiSJEmSJEmnbDFdZKu3xV1H7qKTdUYBL0YtJ/MypxbWqKhoRA3yMqcoC4IgICsytofbZEVGEAQUZUFe5jSiBhUVtbBGXubjVpPDYkgn63DXkbvY6m2xmC5O89qSpF1iSEySJEmSdEG5+ebJ8bOfDZddNpWjSJIkSZIkPXrBqILYznCHffP7Jh7Vozo7+Q6DYkAYhFRVRUU18XcYhAyKATv5DvWoPrF+3/w+doY7o4piJ+9WKUk6RxkSkyRJkiRdMKrqoSExW01KkiRJkqRzwWZvk4V0gaXGEgSjCmLdrEtaS4nDmDiMycoMGFUD6+d9wjBkvj7Pnrk9zNfnicKIft4fVyHLymy8Nq2ldLPuqKJYAEuNJRbSBTZ7m9O8tiRplxgSkyRJkiRdMG6/He69d3LOkJgkSZIkSToXrK6ssjy3zEZvg1a9NZ7vZl32zO6hn/eJgohhMSQMQsqqpB7VadabxGFMs94kjVPKqiQMQobFkCgYhcb2zO6hm3XHe7bqLTZ6GyzPLbO6sjqN60qSdpkhMUmSJEnSBePEKmJPeQo87WnTOYskSZIkSdKjsXZojfXuOkvp0qgd5DfMJXMc2T5CI25QVAW1qDYOgg2KAZ2sQ17mdLIOvbw3DpDVohpFVdCIGxzZPsJcMjfes91vs5Qusd5dZ+3Q2jSuK0naZYbEJEmSJEkXjJtumhzfeCMEwXTOIkmSJEmS9Ggspots9bbG7R/b/TZzyRy9YY+8zMnLnHpUB6AW1UhrKWVZcrR/lCPdIxztH6UoC9JaSi2qAVCP6uO1vWGPuWRuHEDb7G2y1dtiMV2czoUlSbvKkJgkSZIk6YJw993wuc9NztlqUpIkSZIknXMCaDVapLWUw0cPTzzq531m4hnqUZ2iLAiCgIBg4u+iLKhHdWbiGfp5f2L94aOHSWsprUYL/MU6STqvGBKTJEmSJF0Q3v72yfHevfCc50znLJIkSZIkSY/WZm+ThXSBKy+5kmbSJIkSANqDNnEYMyyHBAT0iz5xGBMGIVVVUY/qzNZmqUd1qqoiDELiMKZf9AkIGJZD4jCmPRhVEEuihGbS5MpLrmQhXRhXLpMkndsMiUmSJEmSzntVBW95y+TcjTdC6L8VS5IkSZKkc8TqyirX7b+O3rBHJ+sAo4piVVVxdHAUqlGbyaIsaA/aDIoBs8ksrbTFTDJDK23RarQYFAPagzZFWYzaTlZwdHCUqqpGFcSATtahN+xx3f7rWF1Znea1JUm7JJ72ASRJkiRJOt0++Un47Gcn5173uumcRZIkSZIkaTcdayV5TEVFXuYE1cn7RZZVSVmVhNGDvz13rBWlJOn8ZUhMkiRJknTee+tbJ8eXXgqr/hKsJEmSJEk6h6wdWuPAwQOktZRm0qSTdWj32wQEzDfmGWwPGOQDgiCgETeIqojtbJthMSSJErIio+yXzCQz5GVOURYM8gG1qMZ8Y56AgHa/TavRopk0SWspBw4eICCwmpgknQdsrCFJkiRJOq+VJfz5n0/O/dAP2WpSkiRJkiSdWxbTRbZ6W9x15C46WYdhMRzP52VOI26MKogFAfWoTlEWBEFAVmTs5DtkRUYQBBRlQT2qEwTBeF1RFiymiwAMiyGdrMNdR+5iq7c1npckndv8lrgkSZIk6bz2kY/AV74yOffDPzyds0iSJEmSJH3LAmj32+wMd9g3v4+8zInDmH7eJw5jqqpikA8Ig5CqqqhHdWbiGepRnaqqCIOQQTGgqqrxuiiMyMucffP72Bnu0O63we6TknReMSQmSZIkSTqvndhq8mlPg2c8YzpnkSRJkiRJeqw2e5sspAssNZYggFajRTfrktZSBvko9FWP64RBSL/o08/7zCaztNIWM8kMrbRFq9Gin4+ehUFIPa6PQ2VpLaWbdWk1WhDAUmOJhXSBzd7mtK8uSdoFhsQkSZIkSeet4RD+4i8m5173Ogj8TVhJkiRJknSOWV1ZZXlumY3eBq16azy/3lkniROSKAGgYlQhLHiYUmABwajiGBUASZSQxAnrnfXxO616i43eBstzy6yurJ7GW0mSzhRDYpIkSZKk89b73gcbG5Nzr3vddM4iSZIkSZL0rVg7tMZ6d52ldGnUDpJR28mAACqoRTUA4jCmVW/RqDXYGe7QGXTIiozOoENn0KFRa9Cqt4jDGPjGumoUHjt+36V0ifXuOmuH1qZzYUnSrjIkJkmSJEk6b53YavK5z4X9+6dzFkmSJEmSpG/FYrrIVm9r3P7xvs59wKjtZF7mZEVGFEYsNhYBiIKIKIzIioxu1h0/j4JotF9jcfw8L/NRm8nj9t3sbbLV22IxXTzTV5UknQaGxCRJkiRJ56VeD266aXLuh394OmeRJEmSJEnaNce6SFaPZenJW1BOOLbvKbwqSTp3GBKTJEmSJJ2X3v1u6HYfHIchvPa10zuPJEmSJEnSt2Kzt8lCusBSYwkC2Du/F4D2oE0cxiRRQlEWbPZHlcaKqqAoC5IoYS6ZI4kS8jKnqIrRfv3N8fM4jGkPRq0m987vhQCWGksspAvjymWSpHObITFJkiRJ0nnpLW+ZHF9zDSwvT+UokiRJkiRJ37LVlVWW55bZ6G3Qqo9aQ7YaLaqqggCGxRCAoixoD9r08z4ztRma9SZJlNCsN2nWm/TzPu1Bm6IchcWGxRACqKpq3HKyVW+x0dtgeW6Z1ZXV6VxYkrSrDIlJkiRJks477TbceuvknK0mJUmSJEnSuWzt0Brr3XX2L+yfmF9uLjPMh2RFBkBFRV7mlFV50n3KqiQvc6pv9JXMioxhPmS5OfnbdfsX9rPeXWft0NppuI0k6UyLp30ASZIkSZJ22803w2Dw4LhWg9e8ZnrnkSRJkiRJ+lYtpotEQURaS2kmTTpZh7lkjq3eFkmcEAQBg3xAEAQ04gZRFbGdbTMshiRRQlZklP2SmWRm1HayLBjkA2pRjSRO6A17LKQLdLMuzaRJWkuJgojFdHHaV5ck7QIriUmSJEmSzjsntpp8+cthYWE6Z5EkSZIkSdoNl198OVfvvZq777+bTtZhX3Mf3axLHMbkZU4jbpCXOUEQUI/qFGVBEARkRcZOvkNWZARBQFEW1KM6QRCM1xVlQRzGdLMu+5r76GQd7r7/bq7eezWXX3z5tK8uSdoFhsQkSZIkSeeVr30N3ve+yTlbTUqSJEmSpHPd5zY+x+333c4Vl1xBM2lyuHOYuWSOvMyJw5h+3icOY6qqYpAPCIOQqqqoR3Vm4hnqUZ2qqgiDkEExoKqq8boojMjLnLlkjsOdwzSTJldccgW333c7n9v43LSvLknaBbablCRJkiSdV/7iL6AsHxzPzsL3f//0ziNJkiRJkrQbNnubFFVBb9ijk3UA6GZd0lrKV7tfHQXC4jp5mdMv+oRlyGwyy2wyO96jaBRsDkb71KM6cRSP206mtZRu1gWgk3XoDXsUVcFmb3Mq95Uk7S4riUmSJEmSzitvfevk+NWvhpmZqRxFkiRJkiRp16yurLI8t8zBrYMT8+uddZI4IYkSACpGFcICgpPuExCMKo5RAZBECUmcsN5Zn3jv4NZBlueWWV1ZPQ23kSSdaYbEJEmSJEnnjS99CdbWJude97rpnEWSJEmSJGk3rR1aY727zlK6RLvfBqDdb4/CYBXUohoAcRjTqrdo1BrsDHfoDDpkRUZn0KEz6NCoNWjVW8ThqPFYLapBNQqPHb/vUrrEenedtUNrJz+QJOmcYkhMkiRJknTe+PM/nxwvLsLLXjads0iSJEmSJO2mxXSRrd7WuP3jfZ37AGg1WuRlTlZkRGHEYmMRgCiIiMKIrMjoZt3x8yiIRvs1FsfP8zKn1WhN7LvZ22Srt8ViunimrypJOg0MiUmSJEmSzhsntpr8wR+EJJnOWSRJkiRJkk6LY10kq8ey9OQtKCcc2/cUXpUknTsMiUmSJEmSzgv/9E/w6U9PztlqUpIkSZIknS82e5sspAssNZYggL3zewFoD9rEYUwSJRRlwWZ/VGmsqAqKsiCJEuaSOZIoIS9ziqoY7dffHD+Pw5j2YNRqcu/8XghgqbHEQrowrlwmSTq3GRKTJEmSJJ0XTqwitm8fvOhF0zmLJEmSJEnSbltdWWV5bpmN3gat+qg1ZKvRoqoqCGBYDAEoyoL2oE0/7zNTm6FZb5JECc16k2a9ST/v0x60KcpRWGxYDCGAqqrGLSdb9RYbvQ2W55ZZXVmdzoUlSbvKkJgkSZIk6ZxXVQ8Nif3QD0Hov/VKkiRJkqTzxNqhNda76+xf2D8xv9xcZpgPyYoMgIqKvMwpq/Kk+5RVSV7mVN/oK5kVGcN8yHJzeeK9/Qv7We+us3Zo7TTcRpJ0psXTPoAkSZIkSd+qf/xH+NKXJudsNSlJkiRJks4ni+kiURCR1lKaSZNO1mEumWOrt0USJwRBwCAfEAQBjbhBVEVsZ9sMiyFJlJAVGWW/ZCaZGbWdLAsG+YBaVCOJE3rDHgvpAt2sSzNpktZSoiBiMV2c9tUlSbvA36mWJEmSJJ3zbrppcvzkJ8Oznz2ds0iSJEmSJJ0Ol198OVfvvZq777+bTtZhX3Mf3axLHMbkZU4jbpCXOUEQUI/qFGVBEARkRcZOvkNWZARBQFEW1KM6QRCM1xVlQRzGdLMu+5r76GQd7r7/bq7eezWXX3z5tK8uSdoFhsQkSZIkSee0qnpoSOwHfgCCYDrnkSRJkiRJOh0+t/E5br/vdq645AqaSZPDncPMJXPkZU4cxvTzPnEYU1UVg3xAGIRUVUU9qjMTz1CP6lRVRRiEDIoBVVWN10VhRF7mzCVzHO4cppk0ueKSK7j9vtv53Mbnpn11SdIusN2kJEmSJOmc9pnPwOc/Pzl3443TOYskSZIkSdLpstnbpKgKesMenawDQDfrktZSvtr96igQFtfJy5x+0ScsQ2aTWWaT2fEeRaNgczDapx7ViaN43HYyraV0sy4AnaxDb9ijqAo2e5tTua8kaXdZSUySJEmSdE67+ebJ8eMfD1dfPZ2zSJIkSZIknS6rK6sszy1zcOvgxPx6Z50kTkiiBICKUYWwgJOXWQ8IRhXHqABIooQkTljvrE+8d3DrIMtzy6yurJ6G20iSzjRDYpIkSZKkc9qJIbFXv9pWk5IkSZIk6fyzdmiN9e46S+kS7X4bgHa/PQqDVVCLagDEYUyr3qJRa7Az3KEz6JAVGZ1Bh86gQ6PWoFVvEYejxmO1qAbVKDx2/L5L6RLr3XXWDq1N58KSpF1lSEySJEmSdM665x74xCcm517zmqkcRZIkSZIk6bRaTBfZ6m2N2z/e17kPgFajRV7mZEVGFEYsNhYBiIKIKIzIioxu1h0/j4JotF9jcfw8L3NajdbEvpu9TbZ6Wyymi2f6qpKk08CQmCRJkiTpnHXLLZPjpSV40YumchRJkiRJkqQz41gF9eqxLD2F8uvH9rVSuySdVwyJSZIkSZLOWSe2mvz+74c4ns5ZJEmSJEmSTqfN3iYL6QJLjSUIYO/8XgDagzZxGJNECUVZsNkfVRorqoKiLEiihLlkjiRKyMucoipG+/U3x8/jMKY9GLWa3Du/FwJYaiyxkC6MK5dJks5thsQkSZIkSeekI0fgQx+anLPVpCRJkiRJOl+trqyyPLfMRm+DVn3UGrLVaFFVFQQwLIYAFGVBe9Cmn/eZqc3QrDdJooRmvUmz3qSf92kP2hTlKCw2LIYQQFVV45aTrXqLjd4Gy3PLrK6sTufCkqRdZUhMkiRJknRO+qu/grJ8cDw7Cy972fTOI0mSJEmSdDqtHVpjvbvOUrpEu98ezy83lxnmQ7IiA6CiIi9zyqo86T5lVZKXOdU3+kpmRcYwH7LcXB6/0+63WUqXWO+us3Zo7TTeSpJ0ptiEQ5IkSZJ0Tjqx1eTLXw6NxnTOIkmSJEmSdLotpots9bbG7R/b/Tb75vex1dsiiROCIGCQDwiCgEbcIKoitrNthsWQJErIioyyXzKTzIzaTpYFg3xALaqRxAm9YY+FdIHDRw8Do/aWW70tFtPFaV5bkrRLrCQmSZIkSTrnHD0Kf/u3k3M33jids0iSJEmSJJ1RwajNZFpLOXz0MHEYk5c5jbhBXuYEQUA9qlOUBUEQkBUZO/kOWZERBAFFWVCP6gRBMF5XlAVxGHP46GHSWjpqOxlM+6KSpN1kSEySJEmSdM659VbIsgfHtRq88pXTO48kSZIkSdLpttnbZCFd4MpLrqSZNEmiBICt/hZxGNPP+8RhTFVVDPIBYRBSVRX1qM5MPEM9qlNVFWEQMigGVFU1XheFEVv9LQCSKKGZNLnykitZSBfGlcskSec2Q2KSJEmSpHPOia0mr70WWq3pnEWSJEmSJOlMWF1Z5br919Eb9uhkHWBUUaysStr99igQFtcJg5B+0aef95lNZmmlLWaSGVppi1ajRT8fPQuDkHo8Co61+23KqhxVEAM6WYfesMd1+69jdWV1mteWJO0SQ2KSJEmSpHNKvz+qJHY8W01KkiRJkqQLVVVVk2NGFcKCh+kXGRCMKo5xwroT9pEknV8MiUmSJEmSzil/+7fQ7T44DgK44YbpnUeSJEmSJOlMWDu0xoGDB0hrKc2kCUC73yYgYL4+DwEMiyFxGNOqt2jUGmxn2zzQe4CdbIcHeg/Q7rdp1Bq06i3iMGZYDCGA+fo8AQHtfhuAZtIkraUcOHiAtUNr07y2JGmXGBKTJEmSJJ1TTmw1+V3fBY973HTOIkmSJEmSdKYspots9ba468hddLLOKODFqOVkXubUwhoVFY2oQV7mFGVBEARkRcb2cJusyAiCgKIsyMucRtSgoqIW1sjLfNxqclgM6WQd7jpyF1u9LRbTxWleW5K0SwyJSZIkSZLOGXkOf/VXk3O2mpQkSZIkSReUYFRBbGe4w775fROP6lGdnXyHQTEgDEKqqqKimvg7DEIGxYCdfId6VJ9Yv29+HzvDnVFFsZN3q5QknaMMiUmSJEmSzhkf/jBsbEzOGRKTJEmSJEkXgs3eJgvpAkuNJQhGFcS6WZe0lhKHMXEYk5UZMKoG1s/7hGHIfH2ePXN7mK/PE4UR/bw/rkKWldl4bVpL6WbdUUWxAJYaSyykC2z2Nqd5bUnSLjEkJkmSJEk6Z9x00+T4O74DnvjEqRxFkiRJkiTpjFpdWWV5bpmN3gatems838267JndQz/vEwURw2JIGISUVUk9qtOsN4nDmGa9SRqnlFVJGIQMiyFRMAqN7ZndQzfrjvds1Vts9DZYnltmdWV1GteVJO0yQ2KSJEmSpHNCVcEtt0zOWUVMkiRJkiRdKNYOrbHeXWcpXRq1g/yGuWSOI9tHaMQNiqqgFtXGQbBBMaCTdcjLnE7WoZf3xgGyWlSjqAoacYMj20eYS+bGe7b7bZbSJda766wdWpvGdSVJu8yQmCRJkiTpnPCJT8BXvjI5Z0hMkiRJkiRdKBbTRbZ6W+P2j+1+m7lkjt6wR17m5GVOPaoDUItqpLWUsiw52j/Kke4RjvaPUpQFaS2lFtUAqEf18dresMdcMjcOoG32NtnqbbGYLk7nwpKkXWVITJIkSZJ0Tjix1eT+/fD0p0/nLJIkSZIkSVMTQKvRIq2lHD56eOJRP+8zE89Qj+oUZUEQBAQEE38XZUE9qjMTz9DP+xPrDx89TFpLaTVaEJzJS0mSTjdDYpIkSZKkc8LNN0+OX/MaCPxmpSRJkiRJukBs9jZZSBe48pIraSZNkigBoD1oE4cxw3JIQEC/6BOHMWEQUlUV9ajObG2WelSnqirCICQOY/pFn4CAYTkkDmPag1EFsSRKaCZNrrzkShbShXHlMknSuc2QmCRJkiTprPfZz8Ldd0/O2WpSkiRJkiRdSFZXVrlu/3X0hj06WQcYVRSrqoqjg6NQjdpMFmVBe9BmUAyYTWZppS1mkhlaaYtWo8WgGNAetCnKYtR2soKjg6NUVTWqIAZ0sg69YY/r9l/H6srqNK8tSdol8bQPIEmSJEnSN3NiFbHlZXje86ZzFkmSJEmSpLPJsVaSx1RU5GVOUJ28BHtZlZRVSRg9WFPmWCtKSdL5y5CYJEmSJOmsd2JI7NWvhtDa2JIkSZIk6QKydmiNAwcPkNZSmkmTTtah3W8TEDDfmGewPWCQDwiCgEbcIKoitrNthsWQJErIioyyXzKTzJCXOUVZMMgH1KIa8415AgLa/TatRotm0iStpRw4eICAwGpiknQe8FvqkiRJkqSz2r33wj/+4+ScrSYlSZIkSdKFZjFdZKu3xV1H7qKTdRgWw/F8XuY04saoglgQUI/qFGVBEARkRcZOvkNWZARBQFEW1KM6QRCM1xVlwWK6CMCwGNLJOtx15C62elvjeUnSuc2QmCRJkiTprHbLLZPjiy6Ca66ZwkEkSZIkSZLOBgG0+212hjvsm99HXubEYUw/7xOHMVVVMcgHhEFIVVXUozoz8Qz1qE5VVYRByKAYUFXVeF0URuRlzr75fewMd2j322D3SUk6rxgSkyRJkiSd1W66aXL8fd8Htdp0ziJJkiRJkjQtm71NFtIFlhpLEECr0aKbdUlrKYN8FPqqx3XCIKRf9OnnfWaTWVppi5lkhlbaotVo0c9Hz8IgpB7Xx6GytJbSzbq0Gi0IYKmxxEK6wGZvc9pXlyTtAkNikiRJkqSz1te/Dh/84OTca14znbNIkiRJkiRN0+rKKstzy2z0NmjVW+P59c46SZyQRAkAFaMKYcHDlAILCEYVx6gASKKEJE5Y76yP32nVW2z0NlieW2Z1ZfU03kqSdKYYEpMkSZIknbXe+U4oigfHaQrXXz+980iSJEmSJE3L2qE11rvrLKVLo3aQjNpOBgRQQS0alV6Pw5hWvUWj1mBnuENn0CErMjqDDp1Bh0atQaveIg5j4BvrqlF47Ph9l9Il1rvrrB1am86FJUm7ypCYJEmSJOmsdWKryeuvh5mZ6ZxFkiRJkiRpmhbTRbZ6W+P2j/d17gNGbSfzMicrMqIwYrGxCEAURERhRFZkdLPu+HkURKP9Govj53mZj9pMHrfvZm+Trd4Wi+nimb6qJOk0MCQmSZIkSTordbtw4MDknK0mJUmSJEnSBe9YF8nqsSw9eQvKCcf2PYVXJUnnDkNikiRJkqSz0l//NQwGD47jGL7v+6Z3HkmSJEmSpGna7G2ykC6w1FiCAPbO7wWgPWgThzFJlFCUBZv9UaWxoiooyoIkSphL5kiihLzMKapitF9/c/w8DmPag1Gryb3zeyGApcYSC+nCuHKZJOncZkhMkiRJknRWuvnmyfE118DCwlSOIkmSJEmSNHWrK6sszy2z0dugVR+1hmw1WlRVBQEMiyEARVnQHrTp531majM0602SKKFZb9KsN+nnfdqDNkU5CosNiyEEUFXVuOVkq95io7fB8twyqyur07mwJGlXGRKTJEmSJJ11sgze9a7JOVtNSpIkSZKkC9naoTXWu+vsX9g/Mb/cXGaYD8mKDICKirzMKavypPuUVUle5lTf6CuZFRnDfMhyc3nivf0L+1nvrrN2aO003EaSdKYZEpMkSZIknXX+7u/g6NHJuRtumM5ZxKjv54ED8PGPT/skkiRJkiRdsBbTRaIgIq2lNJMmAHPJHL1hjyROCIKAQT6gqioacYOZ2gzb2TYP9B5gJ9vhgd4DtPttZmozNOIGVVUxyAcEQUASJ/SGPeaSOQCaSZO0lhIFEYvp4jSvLUnaJYbEJEmSJElnnRNbTT7/+bB373TOcsH6+tfhzW+GH/xBuOQSuP56+G//bdqnkiRJkiTpgnX5xZdz9d6rufv+u+lkHfY199HNusRhTF7mNOIGeZkTBAH1qE5RFgRBQFZk7OQ7ZEVGEAQUZUE9qhMEwXhdURbEYUw367KvuY9O1uHu++/m6r1Xc/nFl0/76pKkXRBP+wCSJEmSJB2vKOAd75icu/HG6ZzlglMUoyDYX/0VfOhDUJ7QluLd74Y8h9hvJ0iSJEmSdKZ9buNz3H7f7VxxyRV8+YEvc7hzmLlkjq3eFnEY08/7xGE8rhAWBiFVVVGP6tSiGsNiSFEVhEHIoBhVHDu2rllvkpc5C+kChzuHaSZNLr3oUm6/73aetPAkg2KSdB6wkpgkSZIk6ayytgZf+9rknCGxMySK4E1vgg9+8KEBMYCtrVF4TJIkSZIknXGbvU2KqqA37NHJOgB0sy5pLR23mazHdcIgpF/06ed9ZpNZWmmLmWSGVtqi1WjRz0fPwiCkHtfHobK0ltLNugB0sg69YY+iKtjsbU7z2pKkXWJITJIkSZJ0Vjmx1eTTnw5PfvJ0znJeyTL46Efhv/yXR24b+apXnXw+CEZ9P/P8tBxPkiRJkiQ9stWVVZbnljm4dXBifr2zThInJFECQMWoQlhAcNJ9AoJRxTEqAJIoIYkT1jvrE+8d3DrI8twyqyurp+E2kqQzzf4QkiRJkqSzRlU9NCRmFbHHaGtrVJbtwx8eVf/62Meg3x89u/RS+PmfP/m6V70Kfvu3R5/TFK67bjT3ylfC4x53Ro4uSZIkSZIeau3QGuvddZbSJb649UVajRbtfnsUBqugFtUo8oI4jEnjlH7QZ2e4Q1mV1OM6g3xAMSho1BrUozq9vAeM1lFBEAS0++3xvk9aeBLr3XXWDq0ZFJOk84AhMUmSJEnSWeOTn4QvfWly7jWvmc5ZzilVBffc82Ag7MMfhrvuGs2fzJe/DPfeC49//EOfPe958LM/Cy97GVx77SgoJkmSJEmSpm4xXWSrtzVu/3hf5z5ma7O0Gi2ObB8hKzKiMGI+maeX94iCiCiMyIqMYTmkqiqSMCEKotF+jUWOZkfJiowkSlicXWRnuDPed7O3yVZvi8V0cZrXliTtEkNikiRJkqSzxolVxC67DJ71rKkc5ex3zz3wpjfBpz4Ft98O99336NZ/+MPwL//lQ+ejCH73d3fliJIkSZIk6TQ41kXyYX437JGXnrwF5YRj+57Cq5Kkc4chMUmSJEnSWeNkrSaDC/kbkhsbMD8PSfLQZw88AL/xG49+zyuvhO/6LnjiE7/l40mSJEmSpDNns7fJQrrAUmOJB/oPsHd+L+1+m/agTRzGJFFCP++z2d8kjVOKqqAoCxpxY9xuMi9zqCAmZrO/SUBAI24QhzHtQZtaWBvtO2iz1FhiIV0YVy6TJJ3bDIlJkiRJks4KX/gCfPrTk3M33jids5xxgwF89rOjqmDH/nz607C+Dmtr8PznP3TNFVeMqn4VxcPvW6/Dc54DL3zhKBj2ghfAoi0iJEmSJEk6F62urPKpr32K99/zflr1FgCtRov7t++HAIbFEICiLGgP2lRFxUxthtlkFoAkSijqBVvZFv28TxRExGE8WpdAVVW0Gt/Yt95io7fB8twyqyur07mwJGlXGRKTJEmSJJ0VTqwitmfPKNN0Xvr61+E974H3vhfuvHMUEMvzk7/7qU+dPCRWr8Pll8NnPvPg3NLSKAx2LBT2nd85ek+SJEmSJJ3z1g6tsd5dZyld4otbXxwHupaby9yzdQ9ZkRGFERUVeZkTVCcvz15WJWVVEkYhAFmRMcyHXLZw2ajSGNDut3nSwpNY766zdmjNoJgknQcMiUmSJEmSzgonhsRuuGFUKOu88fnPw1/91ejPhz4EZXlq6z71qYd/9qM/OgqcPeMZ8NznjkJjF3R/TkmSJEmSzl+L6SJbva1x+8d2v82++X1s9bZI4oQgCBjkA4Jg1EIyqiK2s22GxZAkSsiKjLJfMpPMkJc5RVkwyAfUohpJnNAb9lhIFzh89DAwam+51dtiMbUquSSdDwyJSZIkSZKm7lhXxeOdN60me71RRa+7735s6x9p3S//8mPbU5IkSZIknbuCUZvJrMg4fPQw8/V58jKnETfoDXskcUI9qjPIRoGxrMjIq5yyLKkFNYqyoB7V6VU9hsWQZr1JURbEYczho4dJaylJlIC/hyZJ5xVDYpIkSZKkqXvHOybH8/Pw0pdO5yy7Lk2h2Ty1dy+7DJ75zMk/3/7tp/V4kiRJkiTp3LDZ22QhXeDKS67kyw98mU7WoTfssdXfIg5j+nmfOIypqopBPiAMQqqqoh7VqUU1hsWQoioIg5BBMaCqqvG6Zr3JVn+LKIhIooRm0uTSiy5lIV0YVy6TJJ3bDIlJkiRJkqbuppsmx698JdTr0znLY/L5z8P998MLXnDy5696FXzsY5NzaQovexlcdx1cdRU8/emjdJwkSZIkSdJJrK6sUlHxpk+8iU7WAUYVxTZ2Nmj326NAWFwnL3P6RZ+wDJlNZplNZsd7FI2CzcEmRTWqJhZHMUVZ0O63WUgXxq0ljwXQrtt/Hasrq1O5ryRpdxkSkyRJkiRN1dYW/P3fT86dE60mjxyBt70N/vRPRwGwq66CT3zi5O++6lXwK78Cj3scfP/3j8bXXgszM2f2zJIkSZIk6bxTVdXkmFGFsKqsTvp+QDB6zgnrqpO/L0k6PxgSkyRJkiRN1bvfDXn+4Lheh5e/fHrneUT9PrzznfAnfwLvfS8UxYPP7rgD7roLrrzyoeue/vRRkOw7vxPC8IwdV5IkSZIknT/WDq1x4OAB0lpKM2nSyTq0+20CAubr89xf3M+wGBJHMWmc0g/6bGfbDIshSZSQFRllv6SRNKhHdXp5j2ExJAxD5uvzBAS0+21ajRbNpElaSzlw8AABgdXEJOk84HemJUmSJElTdfPNk+PrroO5uemc5aSqCm6/HX76p2HvXnjta+HWWycDYsf82Z+dfI8ggOc8x4CYJEmSJEl6zBbTRbZ6W9x15C46WYdhMQRGLSfzMqcW1qioaEQN8jKnKAuCICArMraH22RFRhAEFGVBXuY0ogYVFbWwRl7mtBotAIbFkE7W4a4jd7HV2xq3oJQkndusJCZJkiRJmpqjR0d5q+OdNa0mv/rVUSvJP/mTUYWwb+aSS86ydJskSZIkSTovBdDutQHYN7+Prd7W+FE9qrOT7wAQBiFVVY3aSlajNpRVVREGIYNiMH7/ePvm93H46GEYwkXpRWfmPpKkM8KQmCRJkiRpat7xjlEHx2PiGF71qumdB4B3vQv+6I/gPe85ebWw483MjFJt/+pfwfd8D9RqZ+aMkiRJkiTpgrPZ22QhXWCpscQD/Qdo1Vt0sy5pLSUOY+IwZnu4TRiEDIshVVERhiGztVnSWkpv2CMLM/r56JsxtahGVmbM1maJw5i0ltLNurQaLdqDNkuNJRbSBTZ7m1O+uSRpN9jnQpIkSZI0NW996+T4+uthaekMfOFHCn+9972joNgjvfOSl4wqjH3ta6NqYy9/uQExSZIkSZJ0Wq2urLI8t8xGb4NWvTWe72Zd9szuoZ/3iYKIYTEkDELKqqQe1WnWm8RhTLPeJI1TyqocB8miIKKf99kzu4du1h3v2aq32OhtsDy3zOrK6jSuK0naZVYSkyRJkiRNxf33w4EDk3Ove91p+ELb2/DJT8InPgEf//jo7yCAO+88+fvPfvbJ55/4RPjxHx/9ueyy03BQSZIkSZKkh7d2aI317jpL6RJf3PoircYoKDaXzHH46GEacYPt4Ta1qDYOig2KAZ2sQxqn9PIeWZ6NA2S1qEZRFczWZjmyfYR98/vIyxyAdr/NkxaexHp3nbVDawbFJOk8YEhMkiRJkjQVb3/7ZLGuNIUbbvgWN+10RuGvY2Gwj38cPvtZKMvJ98JwFB6bnX3oHseHxGZn4Qd/EH7iJ+BFLxqtkyRJkiRJmoLFdJGt3ta4/WO732bf/D62elvkZU5e5tSjOsNySC2qEYURvbLH0f5ROnSoqKiVNdIkHYfB6lF9vLY37LGQLnD46GFg1N5yq7fFYro4tTtLknaPITFJkiRJ0lS85S2T41e9CubmHsNGnQ7cfPOo7eP73vfQQNjJlCV86lOwepLfgn3a0+CHfgiuu24UEHtMh5IkSZIkSTpNAmg1WmRFxuGjh5mpzYwf9fM+zaRJURUMsgFBEEDFxN9FWVCP6kRBRCfr0Igb4/WHjx4mraUkUQLBNC4nSTpdDIlJkiRJks64r3wFPvShybkf/uFHucknPwlveAO84x3Q6z36Q3z84ycPidVq8Na3Pvr9JEmSJEmSTqPN3iYL6QJXXnIlX37gy3SyDr1hj/agTRzGDMshAQH9ok8apwyDIVVVUY/q4xaURVUQBiFxGNPLewQEDMshcRjTHrSphTWSKKGZNLn0oktZSBfGlcskSec2Q2KSJEmSpDPubW+bHF90EVx//aPcpNuFP//zU3s3DEcVwp797Af/XHXVo/yCkiRJkiRJ07O6skpFxZs+8SY6WQcYVRS7f/t+jg6OQgW1qEZe5rQHbaqiYjaZZTaZHe9RNAq2si0GxYAoiKhFNYqy4OjgKBc1LqLVaAGMA2jX7b+O1ZWT/JKdJOmcY0hMkiRJknTGndhq8gd+AOr1k7z4wAMwHMIllzz02QteAJddBvfcMzkfx/D0p4+CYN/5naO/n/lMmJl56B6SJEmSJEnnuCAICI7rDVlRkZc5QXXyfpFlVVJWJWEUPrgHwaglpSTpvGVITJIkSZJ0Rt19N9x55+Tc6173jQ9ZBv/wD/A3fzP687GPwS/9EvzWbz10oyCAf/Wv4Dd/cxQM+97vhR/5Efj+7zcQJkmSJEmSzjtrh9Y4cPAAK60VAA5uHaTdbxMQMN+YZ7A9YJAPCIKARtwgqiK2s22GxZAkSsiKjLJfMpPMkJc5RVkwyAfUohrzjXkCAtr9Nq1Gi/0L+1lprXDg4AECAquJSdJ5wJCYJEmSJOmMeutbJ8fP2PM1rvmnv4Tf+Wt4//the3vyhb/5m5OHxAB+4idgeRle+9qTVxuTJEmSJEk6Tyymi0RBRFEVrLRW+Nr212j32yymi6x312nEDXrDHkmcUI/qDLJRYCwrMvIqpyxLasGovWQ9qtOregyLIc16k6IsuGTuEo4OjjKXzI2DaFEQsZguTvnmkqTdYEhMkiRJknTGVNUoJDbDNq/mFn6EP+W6+/+G8OeKh1/08Y/D178OS0sPffbt3z76I0mSJEmSdJ67/OLLee2Vr+Uv7voL7nngHh43+zgeN/s4PrvxWeIwpp/3icOYqqoY5APCIKSqKupRnVpUY1gMKaqCMAgZFAOqqhqva9ab5GXOs5efDcCh9iEuu+gyXnvla7n84sunfHNJ0m4wJCZJkiRJOjPynM///t/yH7/wp7yaW5jjGxXDqm+yLkng05+Ga6453SeUJEmSJEk6q11+8eV8+9K3c88D94yrfW0Pt/lq96ujQFhcJy9z+kWfsAyZTWaZTWbH64tGweZgk6IaVROLo3jcdnKltTLe81D7EN++9O0GxCTpPGJITJIkSZJ0+t16K/zkT/KUI0d4yqm8/x3fAS972ejPC18IaXqaDyhJkiRJknT2+8ihj/C5jc+Nw1wAVVWxNLNEb9ijqAoqRhXCqvLkv5kXEIyef+M395IoYWlmiap68P2V1gqf2/gcHzn0EV6w8oLTeylJ0hlhSEySJEmSdPrt3w9Hjjz885kZePWr4fu+D669FvbsOWNHkyRJkiRJOhesHVrjwMEDE3OH2ocIgoCV+RWODo6y1dsiDmPSOKUf9NkZ7lBWJfW4ziAfUAwKGrUG9ahOL+8BMN+YZ2V+hSAIONQ+NBFAO3DwAAEBqyurZ/SukqTdF077AJIkSZKkC8Dll3P08qsnpnIiui/8XvjTP4WvfQ3+7M/gda8zICZJkiRJknQSi+kiURCNx4fahwB4QusJ9PIes7VRa8nFxiIAcRhTC2vkZU5v2CMvc5IoIQ5HtWQWG4ujdpS1Wfp5nye0njCxL0AURCymi2fqipKk08iQmCRJkiTpW1dV8M53wgc/+LCv3Lr4IwD8A8/lZ/ldrnvaYeZuew/8q38Fc3Nn6qSSJEmSJEnnpMsvvpzXXvlaoiAaB7mOVf0KCIBRkKxZb1KLatSjOnEUU4tqo8BYVCOJEupRnVpUo1lvPiQAdmy/Q+1DREHEa698LZdffPkZvKUk6XQxJCZJkiRJeuyKAt72NviO74BXvQp+8RdHgbETZBn8/z7zYzyZf+b5/AO/x89y/Y897syfV5IkSZIk6Rz2/2fvvuPtnu8/gL9OcrNIhAhBkBg1Sq1Ss0ZtrRG7qBqlZktLtapqVIdardHys6tWFbEb1ZaSlCKovSOIIiQksm5yfn+cZnxvhiTuvd87ns/H4z5yPu/zPee8jjbnkeS+7uezcu+Vs+KiKyaZXuiqn1KfrnVd071z90ypTkmnjp3Sq1uvVCqVdKx0zCLdFskyPZfJIt0WSccOHVOpVNKrW6906tgpU6pT0r1z93St65r6KfWF511x0RUVxADaECUxAAAA5k21mjzySPL97yf9+yd775089VTtvn//O7n33pke8pe/JK+PXiQv53PTZnvv3Ux5AQAAANqIwcMH54X3X5hW5EqSKdUpWarHUhlfPz7dO3VP/ZT61HWoS4dKhyzUdaH06NwjSdKjc23nsA6VDqnrUJf6KfXp3ql7xtePz1I9lsqU6pRpz7lMz2XywvsvZPDwwc3+HgFoGkpiAAAAfLpqNRk6NPnhD5MVVkjWXz8555zkzTdnvvZnP5tpdN11xfXGGyf9+jVRVgAAAIA2aMjwIRn0yqCZ5kt0XyKjJ4xOjy490rFjx/To3COjxo9Kxw4d0zEdM3HyxEyaPCkTJ09MXaUuHTt0zKjxo9Kj8/+u79IjoyeMzhLdl5jpuQe9MihDhg9pjrcHQBOrKzsAAAAALVS1mjzzTO04yRtuSF566dMfs+qqyaGH1h5bqSRJxo5NBg4sXvb1rzdBXgAAAIA2rFe3XulY6ZjJ1cnTZkt2XzKvfvhqOlQ6pGtd10ypTskH4z6oHSFZ6Zr3837G14+fdn2Xapf0WbBPxk0al7GTxk7bWaxDpUM+HPdhll9k+YwYM2La9R0rHdOrW69mfZ8ANA0lMQAAAGZ2+unJlVcmr746d9evvXby4x8nAwYkHYqbVt92W/LJJ9PXHTsme+zReFEBAAAA2oOVe6+cPVfbMzc+c2MmVydnye5LZsSYEela1zV1HeqyQKcFMmzUsPTs2jMLdVkoY8eNzfjO4zOlOiWdOnTKpCmT0rNrz3Tq1Cm9F+idjyZ8lJGfjEy/hfulrkNdutZ1zYgxI6Y9b8dKx+y52p5ZuffKZb91ABqBkhgAAAAzGz780wtiK66Y7LVX7Wv11aftHNZQw6Mmt9oqWXzxRsoJAAAA0I5MLYrdP+z+vP3x20mSSqWS7p27562P3kqlUknXuq5ZsNOC6VbplgmdJ2S5nsulb8++eWv0WxnTdUy6dumaJJk4eWI+qnyUjyd8nL49+qbyv3/bGTFmRJbqsVQ267eZghhAG6IkBgAA0N589FFy//3JK68kxxwz62u23z75v/+bed6/f7LnnrVi2Nprz7YYNtUHHyT33FOc7bPPfKUGAAAAIMnIcSOnFcSmGj1+dDp06JDlF1k+H4z7IB+O/zA9OvbIFxb/QpZbZLkkteMqK8tW8ug7j2b0hNGZOHlill9k+YyeMDqjxo9Kz649pz3f2x+/nZHjRjbr+wKgaSmJAQAAtHWTJiX//ndy7721r4cfTurra+c+Hnhg0rPnzI/Zcsukrq523dJL186H3Guv5Etf+tRi2Iz+/Ofay0/VtWuyyy6f/S0BAAAAtEeDhw/OoFcGFWbDRw9Ph0qHrLH4GnlnzDvp1a1XPhz3YRbpvki61HXJRxM+SodKh0ypTskSdUukV7deef+T99OrW6906dglayy+Rt4d+26Gjx6eZXouM+15p77ORsts1KzvEYCmoSQGAADQFr38cm0Lr3vvTf7+9+Tjj2e+ZvLk5K9/TXbbbeb7FlooueKK2jGSa645T8WwGd1wQ3H91a/WnhoAAACAeTNk+JBZFsSSTCt3LdF9ifx37H+z/Yrbp0+3Pnn47Yfz7th3p13fe0rvbNpv06zYa8UMfWdo+izYJ13qumSZnstk+OjhsyyKVVLJhsts2AzvEICmpCQGAADQVnzySfKnPyWXXpo8+ODcPeauu2ZdEkuS/fb7THE++CD5xz+Ks733/kxPCQAAANBu9erWKx0rHTO5OjnJzAWxJOlS1yUHrHlA+i/SP2988EaW7blsJk+ZnGq1mkqlkpUWXSndu3XPen3Xy5p91szfXv/btMfOqijWsdIxvbr1asZ3CUBTURIDAABo7YYOrRXD/vjHZPTouXtMp07Jxhsn667bZLHuuKO2WdlUXbsm22/fZC8HAAAA0Kat3Hvl7LnanrnxmRvz+qjXkxQLYkmyzQrbTDsecoluS+SDRT7IhPoJmVydnI6VjvlCny9k8R6Lp1KpZNmey6auY11hd7IZi2L9F+6fPVfbMyv3XrnZ3iMATUdJDAAAoDUbNy7ZbLNZHyfZ0Be+kGy9dbLVVsmmmyYLLtik0W65pbjedtsmf0kAAACANm3l3itnxUVXzOujXp9jQSxJKpVKFuqyUNJl+jW9uvVKpVKZtp56/ayKYisuuqKCGEAboiQGAADQmnXrluyzT3LxxTPft9hiyQ471EphW22VLLFEs8UaOza5557ibMCAZnt5AAAAgDZp8PDBeeH9Fz61IDYvZlcUe+H9FzJ4+OD5fl4AWhYlMQAAgNZg/PjaeY2zcsgh00tilUpty65DDkl23LF2rGQJ/vKXWuSpOnasxQEAAABg/gwZPqRQ5JrqsxTEpppVUWzqupJKNlxmw8/0/ACUT0kMAACgJXv11eSMM5K//S15/vmkS5eZr1lnneRrX6v9etBBSb9+zZ+zgYZHTW6+edKrVylRAAAAANqEXt16pWOlYyZXJ0+bNUZBbKpZFcU6VjqmVzf/qAPQFnQoOwAAAACz8OqrycEHJyutlFx+efL668lll8362koluf325NRTW0RBbOLE5I47ijNHTQIAAAB8Niv3Xjl7rrZnOlY6JmncgthUGy2zUbZZYZsktYLYnqvtmZV7r9yorwFAOewkBgAA0JI8/3xy1lnJVVcl9fXF+37+89pOYbM7drKF+Mc/klGjirNddikhCAAAAEAbM7Uo9sG4D5rsCMiNltkolVTSq1svBTGANkRJDAAAoEz19cmQIcltt9W+Xnxx9td+8EHy2GPJxhs3X7750PCoyS99Kenbt5wsAAAAAG1NcxS3mqqABkB5lMQAAACa28cfJ3/5S+2IyDvvTEaOnPP13bolRx6ZHH98svjizZNxPk2Zktx6a3G2666lRAEAAAAAAP5HSQwAAKA5/f3vyXbbJRMnfvq1U8thxx2X9OnT9Nkawb/+lbzzTnE2YEA5WQAAAAAAgBolMQAAgOa09tq17bbmZMklk333bVXlsKkaHjX5+c8nK61UThYAAAAAAKBGSQwAAKA5LbxwstlmyX33FedrrpnstFPta511kg4dSon3WVSrM5fEHDUJAAAAAADlUxIDAABoTGPHJpdcUtsNbO+9Z33NTjslDzyQbL557faOOyb9+jVrzKbw9NPJK68UZ46aBAAAAACA8imJAQAANIaPPkouvDA555zk/feT5ZZLdt89qZvFX7sOOCD55jeTnj2bPWZTuvnm4rpfv9rpmgAAAAAAQLla3/klAAAALclHHyVnnJH075+ceGKtIJYkr72WXHfdrB+z0EJtriCWzHzU5C67JJVKKVEAAAAAAIAZKIkBAADMjxnLYSedlHz44czXnHFGMmVKs0crw2uvJU8+WZztums5WQAAAAAAgCLHTQIAAMyLjz5KLrggOfvs5IMPZn/dV7+a/PjHSYf28bM5DXcRW2yxZOONy8kCAAAAAAAUKYkBAADMjY8/Ts4//9PLYQMGJD/5SbL22s2XrQW4+ebieqedko4dy8kCAAAAAAAUKYkBAADMyccf13YOO+usOZfDdt01OfnkZM01my9bC/Hf/yaDBxdnAwaUkwUAAAAAAJiZkhgAAMCcDByYnHji7O8fMKBWDltrrWaL1NIMHJhUq9PXPXokW25ZXh4AAAAAAKBISQwAAGBO9t47Oe205KWXivNddqmVw9rZsZKzcsstxfUOOyRdu5aTBQCYe/X19UmSSZMmlZwEoGlNmjRp2mfejDOAts7nH9AezfjZV1enFjUj/zUAAADmpK4u+clPkv33r6133jn56U+Vw/5n9OjkvvuKM0dNAkDr8PTTT0+77R/Ogbasvr6+8Jk3lc8+oK3z+Qe0RzN+9q3Vjk8AmRWf/gAAQPv24YfJxRcnr76aXHLJrK/5+teTwYOTQw5J1lmnefO1cHfemcz4A6idOyfbb19eHgAAAAAAYGZKYgAAQPv0zDPJ+ecnf/hD8skntdkRRySz+smiurrkd79r1nitRcOjJrfeOllooXKyAAAAAAAAs9ah7AAAAADNZvLkZODAZKutktVXr+0gNrUgliSnnlpetlZo3Ljk7ruLM0dNAgAAAABAy2MnMQAAoO378MPk8suTCy5IXn999tfdemvyyivJCis0V7JW7d57k7Fjp687dEh22qm8PADAvFl99dWTJBtttFE6depUchqApjNp0qSZZj77gPbA5x/QHs3qs48aJTEAAKDteu+95PTTk8suK+4Y1lBdXbL77slxxymIzYOGR01++cvJYouVkwUAmHd1dbV/Hu7UqZNvFAJt3tTPvKl89gHthc8/oD1q+NlHjf8qAABA2zNxYm3XsNNOS0aPnv11iy2WfPvbyWGHJX37Nl++NqC+Prn99uLMUZMAAAAAANAyKYkBAABty8MPJ9/4RvLSS7O/Zu21k+9+N9lrr6Rr1+bL1ob885/JyJHF2S67lBIFAAAAAAD4FEpiAABA27LYYsmwYTPPO3ZMdtst+c53ko02SiqV5s/Whtx8c3G9zjpJv37lZAEAAAAAAOasQ9kBAAAAGtXyyyfHHluc7btv8soryQ03JBtvrCD2GVWrya23Fme77lpKFAAAAAAAYC4oiQEAAG3PiScmffok66+fDBmSXHONba4a0aOPJm++WZwNGFBOFgAAAAAA4NMpiQEAAK3Pa68lxxyTTJ486/sXWigZPLj2tcEGzRqtPWh41ORKKyWrrlpOFgAAAAAA4NPVlR0AAABgrlWryaWXJt/7XjJmTLLkkskJJ8z62uWXb95s7cgttxTXAwY4wRMAAAAAAFoyO4kBAACtw1tvJTvskBx6aK0gliQnn5z85z/l5mpnnnsueeGF4mzXXcvJAgAAAAAAzB0lMQAAoGWrVpM//jFZffXknnuK902cmPzkJ+Xkaqca7iLWt2+y7rrlZAEAAAAAAOaOkhgAANByvftusvvuyX77JaNGzXz/t76VXH11s8dqz26+ubjeZZekg79ZAgAAAABAi1ZXdgAAAICZTJ6cXHtt8v3vJ++9N/P9Sy6ZXHpp7fhJms0bbySPPVacDRhQThYAAAAAAGDu+XlvAACg5Zg8uXa05Oc/n+y//6wLYvvskzz9tIJYCW69tbju1SvZdNNSogAAAAAAAPPATmIAAED5Jk9ObrghOe205IUXZn1N797J735XO36SUjQ8anLHHZNOncrJAgAAAAAAzD0lMQAAoHxvvpl885tJff2s79955+Tii5M+fZo3F9O8917yz38WZ46aBAAAAACA1sFxkwAAQPn69UsOPHDm+dprJwMHJrfcoiBWsttvT6ZMmb5eYIFkm23KywMAAAAAAMw9JTEAAKBlOPHEpO5/mx1PLYc99liy005JpVJuNnLLLcX19tsn3bqVkwUAAAAAAJg3jpsEAACax+TJya23JrvuOuvSV//+yRlnJKuskuy4o2JYC/Lxx8mgQcWZoyYBAAAAAKD1sJMYAADQ9J57Ltl442T33ZNrr539dT/4gZ3DWqC7704mTpy+rqtLvvrV8vIAAAAAAADzRkkMAABoOvX1yS9/WTs+8uGHa7Ojj07eeafcXMyThkdNfuUrycILlxIFAAAAAACYD0piAABA03j66WTDDZMf/SiZMGH6/MMPkyOPLC8X82TChOTOO4uzXXctJwsAAAAAADB/lMTm0rvvvps77rgjJ598crbffvv07t07lUollUolBxxwwFw9x5VXXjntMZ/2deWVVzbp+wEAgCZTX5+ccUayzjrJo4/OfP9KKyXf+17z52K+3Hdf8vHH09eVSrLzzuXlAQAAAAAA5l1d2QFaiz59+pQdAQAAWr5XX0323Tf5179mvq9Dh1o57LTTkm7dmj8b86XhUZMbbpgssUQ5WQAAAAAAgPmjJDYflllmmay66qoZNGjQfD/HX/7ylyy11FKzvX/ppZee7+cGAIBmV60m11xTO0Zyxm2nplplleSKK5INNmj+bMy3yZOTgQOLswEDyskCAAAAAADMPyWxuXTyySdnvfXWy3rrrZc+ffrk9ddfz3LLLTffz7fSSiulf//+jRcQAADKMnp0cvjhyXXXzXxfhw7J8ccnp5ySdO3a7NH4bB56KHnvveJMSQwAAAAAAFofJbG5dOqpp5YdAQAAWp6HHkr22y95/fWZ71txxdruYuuv3+yxaBwNj5pcY41khRXKyQIAAAAAAMy/DmUHAAAAWqn6+uTgg2ddEDvwwGToUAWxVqxanbkkZhcxAAAAAABonZTEAACA+VNXl1x1VdKx4/TZwgsnN96YXH550r17adH47IYOTYYNK86UxAAAAAAAoHVSEivJAQcckD59+qRz587p3bt3Nthgg5x00kl56623yo4GAABzb/31k9NOq93edNPkySeTPfYoNxON4vrri+vllqsdNwkAAAAAALQ+dWUHaK/uv//+abdHjhyZkSNH5uGHH87ZZ5+d8847L9/+9rfn63nffPPNOd4/YsSI+XpeAADasSlTktdeS1ZYYdb3n3BCstRSyTe+UdxVjFZrypSZS2J77plUKuXkAQAAAAAAPhslsWa2/PLLZ9ddd82GG26YZZZZJkny6quv5s9//nNuuummjB8/PocddlgqlUoOPfTQeX7+qc8JAACN4u9/T447LhkxInnxxVkfIdmxY3LAAc0ejaYzeHAyfHhxts8+5WQBAAAAAAA+OyWxZjRgwIB885vfTKXBj9+vt9562WuvvXLHHXdk1113zaRJk3Lsscdmp512yhJLLFFSWgAA2rXnnqvtEHb77dNnZ5+d/PSn5WWi2Vx7bXH9+c8nX/hCOVkAAAAAAIDPrkPZAdqTnj17zlQQm9HXvva1/PR/33T75JNPctlll83zawwfPnyOX4888sh85wcAoB14993kiCNqjaAZC2JJcuaZtR3FaNMmTUr+9KfibJ99HDUJAAAAAACtmZJYC3PIIYdMK5Ldf//98/z4pZdeeo5fSy65ZGNHBgCgrbjllmSVVZLf/S6ZPHnm+5ddVkmsHfjrX5P33y/O9t67nCwAAAAAAEDjUBJrYRZffPH07t07SfLWW2+VnAYAgHZh/PjkqKOSXXdNPvxw5vsXX7xWHPvPf5J11mn+fDSr664rrr/0pWSFFcrJAgAAAAAANI66sgMws2q1WnYEAADai+efT/baK3nqqZnv69o1+f73kx/8IFlooebPRrMbN662odyM9tmnnCwAAAAAAEDjURJrYd59992MHDkySbLUUkuVnAYAgDarWk2uvLK2g9gnn8x8/+67J+eemyy9dLNHozx33JGMGTN93aFDsuee5eUBAAAAAAAah5JYC3PJJZdM20lss802KzkNAABt0kcfJYcfnlx77cz3deuWnH9+ctBBSaXS/NkoVcOjJrfYIllyyXKyAAAAAAAAjadD2QHai9dffz1Dhw6d4zV33HFHTj/99CRJ165dc+CBBzZHNAAA2ps//3nWBbHVV08efTQ5+GAFsXZo1KjkrruKs69/vZQoAAAAAABAI7OT2Fx68MEH8/LLL09bv//++9Nuv/zyy7nyyisL1x9wwAGF9euvv54tttgiG264YXbcccestdZaWXzxxVOtVvPqq6/mpptuyk033TRtF7Gzzjorffv2bbL3AwBAO3bAAclttyW33jp9dthhyTnn1HYSo1265ZZkwoTp606dkl13LS8PAAAAAADQeJTE5tKll16aq666apb3PfTQQ3nooYcKs4YlsamGDBmSIUOGzPZ1FlhggZx77rk59NBD5zsrAADMUaWSXHZZ8thjtaMnL7ss2W23slNRsoZHTe6wQ7LIIuVkAQAAAAAAGpeSWDP54he/mGuuuSZDhgzJo48+mhEjRuT9999PfX19Fllkkay22mrZcsst861vfSuLL7542XEBAGjrevVKbr456d076d+/7DSU7J13kvvuK84cNQkAAAAAAG2HkthcuvLKK2c6UnJe9OjRI/vuu2/23XffxgsFAACzU1+fnHZasvnmyVe+Mutr1l23WSPRcv3pT8mUKdPXCy6Y7LhjeXkAAAAAAIDG1aHsAAAAQCMbPjzZYovk9NOTffdN3n237ES0cA2Pmtxll2SBBUqJAgAAAAAANAElMQAAaEtuvTVZc83kwQdr63feSQ44oLhNFMzgtdeSIUOKM0dNAgAAAABA26IkBgAAbcH48cnRRycDBiQffli87957k8ceKycXLd711xfXiy6abLNNOVkAAAAAAICmUVd2AAAA4DMaPTrZYYdk8OCZ7+vfv9YCWm+9Zo9F63DttcX17rsnnTqVkwUAAAAAAGgadhIDAIDWbNSo2rZPsyqI7bFHMnRosv76zR6L1uHpp2tfM9pnn3KyAAAAAAAATUdJDAAAWqsPPki22ip55JHivGvX5OKLkxtuSBZeuJRotA7XXVdcL710sskm5WQBAAAAAACajuMmAQCgNRo5Mtl669pOYTPq0ycZNChZY41yctFqVKszl8T22ivp4EeJAAAAAACgzVESAwCA1ua992o7iD31VHG+5JLJ3/6WrLJKObloVR5+OHntteLMUZMAAAAAANA2KYkBAEBr8t//JltumTzzTHHet2/y978nn/tcObloda69trheaaVk7bXLyQIAAAAAADQtB4kAAEBrcvLJMxfEllkmuf9+BTHm2uTJyY03Fmf77JNUKuXkAQAAAAAAmpaSGAAAtCbnnJNsttn0db9+tYLYCiuUl4lW58EHa5vSzejrXy8nCwAAAAAA0PSUxAAAoDVZcMHkjjuSTTZJlluuVhBbbrmyU9HK3Hxzcb3mmrXjJgEAAAAAgLapruwAAADAPOrePbnrrmT06GTppctOQytTrSa33lqc7bprKVEAAAAAAIBmoiQGAACtUY8etS+YR48/nrzxRnE2YEA5WQAAAAAAgObhuEkAAGiJJk5Mzjyz9is0ooZHTa64YrL66uVkAQAAAAAAmoeSGAAAtDSTJyf775+ccEKy007J2LFlJ6INueWW4nrAgKRSKScLAAAAAADQPJTEAACgJalWk+9+N7nhhtr6L39JttwyGTmy3Fy0Cc8/nzz3XHHmqEkAAAAAAGj7lMQAAKAlOe205MILi7Onn06GDSsnD21Kw13EllwyWX/9crIAAAAAAADNR0kMAABaiosuSk45pTjr1Cm59dZknXXKSEQb07AktssuSQd/KwQAAAAAgDbPtwMAAKAluPHG5KijirNKJbnmmmSrrcrJRJvy5pvJv/9dnDlqEgAAAAAA2gclMQAAKNu99yb77ZdUq8X5hRcme+5ZTibanFtvLa4XXjjZfPMSggAAAAAAAM1OSQwAAMr02GO17ZwmTSrOTz01OfzwcjLRJt18c3G9446100wBAAAAAIC2T0kMAADK8vHHtZ3Cxo4tzo86KvnJT8rJRJs0cmTywAPFmaMmAQAAAACg/VASAwCAsnz3u8mrrxZne++d/OY3SaVSTibapNtvTyZPnr7u1i3Zdtvy8gAAAAAAAM1LSQwAAMrw5z8nV1xRnG24YXLVVUkHf0yncTU8anLbbZMFFignCwAAAAAA0Px89wkAAJrbW28lhxxSnPXokfzxj0nnzuVkos0aMyYZNKg423XXcrIAAAAAAADlUBIDAIDm9swzSX19cXbBBclyy5WThzbtnnuSCROmr+vqkq99rbw8AAAAAABA81MSAwCA5rbNNsmTTyYbbVRb77ln8o1vlJuJNqvhUZObb54sskgpUQAAAAAAgJLUlR0AAAD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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 774, "width": 1220 } }, "output_type": "display_data" } ], "source": [ "numpy.random.seed(0)\n", "kres = ntw.GlobalAutoK(ntw.pointpatterns[\"pclusters\"], nsteps=100, permutations=100)\n", "plot_k(kres, arcs_df, pclusters, pclusters, \"pclusters\", wr=[1, 1.8], scale=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Interpretation:** \n", "\n", " * **This example exhibits a high degree of clustering within 1 unit of distance followed by a complete lack of clustering, then a strong indication of clustering around 3.5 units of distance and above. Both colloquilly and statistically, this pattern is clustered.**\n", "\n", "\n", "#### Statistical clustering" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:53.146320Z", "start_time": "2022-11-02T03:12:52.413942Z" } }, "outputs": [ { "data": { "image/png": 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xxx4bQ4cOjYiIRx55JH7961/HHnvsUex5NsjJyYmIiKuuuipuvfXWIvu0b98++XjQoEHJkFhExJNPPlmqkFhOTk689NJLyXaPHj1i1113LbLvjTfeGJ9//nmy/fOf/zwefvjhYoOAAwcOjO7du0fPnj2TP3dXXnllnHzyyUX+cp88eXLce++9yXatWrXirbfeil69em3St3nz5vHMM89Eo0aN4v7770/+LAFAZSj8a6dFi4gddqiSqQAAQLlkZWQlP1CZn8iPiIjpS4q+QRgRsS5vXUxfMj06NOqQ7J+RkRFZGaWrZA+wtXD9A7ZXrn+w7RASo8rk50f88ENVzyK9NGkSUUJxrQq3ePHiAu3iQk5lVaNGjahZs2aBoNXixYtLDIlFRDRu3Dgef/zxEpdGbNGiRTzyyCNx+OGHJ7c98MADRYbEvv/+++Tjrl27lhgQK6xmzZrF7vvLX/6SfFy7du145ZVXNvu1q169ejz99NPRoUOHWLVqVURE3HPPPaWuJrb33nvHzTffXKq+HTt2jN69eyerqL3yyiuxdOnSzVbYeuGFF5Jziyi+itjy5cvjgQceKDC3hx56qMRKcRERrVq1ioceeiiOOeaYiIiYM2dOvPDCC/Gzn/1sk74PPfRQgWpuv//974sMiG3szjvvjKFDh8bUqVNL7AcAqbRkScH2TTdFnHde1cwFAEh/Gz5sdsABB/hENSmzePXimDh/YtT6oVZkZ2bH6tzVsSR7STRr2qzYY5bEktip5U6xY/aOsUP+DtGpSafYs/me0bhW40qcOels/fr1m2xz7SPVXP/YGrn+URlc/9jaFHXt40dCYlSZH36IaFb87wXKYcGCiKZNq+78Swrd1axfv37Kxm7QoEGBkFjhcxXloosuisaNN/9C4rDDDotevXrFmDFjIuLH5RsnTpwYe+65Z7HHLFq0qBSz3rxJkybF+++/n2yff/750aZNm1Id26xZszj11FPjsccei4iIN954o9Tnvfzyy0sMzxU2aNCgZEhs7dq18Z///CfOP//8Eo/ZeKnJGjVqxKmnnlpkv3/961+xfPnyZPvGG28s9dyOPvro2GmnnZJLhr7xxhtFhsSee+655OPatWvHZZddttmxq1evHldddVX84he/KNVcACAVClcSS1HmHgCgSBuWGapWrZobhaRMs+xmUXd53Whev3m8/937sXj14sjKLvheT63sWrE6d3WBbePnjY/GtRrHwe0Ojrq16kazes2SFSkgFQovrebaR6q5/rG1cv2jorn+sTWyrG7RqrDmEJDuUvlLvPBYG9a1LsnJJ59c6vFPOeWUAu0NgbGNderUKfn4u+++i/vvv7/U4xdn+PDhBdonnXRSmY4/6KCDko/nzJmTXDZzczZU3yqtk08+OWrVqpVsP/nkkyX2/+6772LkyJHJ9rHHHltsYG/jr0Ht2rVjwIABZZrbxl+DDz/8cJP906dPj3nz5iXbAwYMiLp165Zq7BNPPHGzFc0AIJUK5+CFxAAA2NZkZGREi7otYvby2THlhymxbO2yAu/ldW/ZPU7Z45To3rJ7clsikYhla5fFlB+mxJwVc6JlvZZuEALbHNc/YHvl+gfbDtE5IGUKL5G4bNmylI29tFBZjc1VCKtdu3bsvvvupR6/R48eBdqffPLJJn1OOeWU+Pvf/55s/+pXv4qXX345zjnnnBgwYECpqpYVVjjU1KBBg1IHvSI2Dc9Nnz492rdvX+Ixbdu2LfNc69evH8cff3w8++yzERExevTo+Oabb2LnnXcusv9TTz1V4MXfoEGDih17469Bhw4dYs6cOWWa28bhte+//z7y8vIKVCKbMGFCgf6Fv9cladiwYey8884xZcqUMs0JAMojkdg0JLaZ1Z0BAGCr9N3S7+Kz+Z9Fo1qNYvHqxbFkzZJoUKNB9GzdM/Zo9uMypxv+/9Gsj2LZ2mWxLm9dNK7VOCbMmxBdm3eNtg3aVuVTACgX1z9ge+X6B9sGITEgZQqHxEqzJGRprF27tsBSk0Wdq7D27duXqQJU4bDTggULNumz//77xwUXXBAPPfRQctuwYcNi2LBhkZGREXvuuWf07t07+vTpE3379o1mpVhPddasWQXaJS1xWRqLFy/ebJ+m5VyT9Oyzz06GxCJ+DIL98Y9/LLLv008/nXzcvHnzOPLII4vsl5eXV6DK11dffRUdOnQo1/wifvzUwdKlS6NJkybJbfPnzy/Qp2PHjmUaU0gMgMqyalVEbm7BbSqJAQCwrRk9c3S8N+O9aF6neczLmReNazWOJauXRONajaN2tdo/Lj+UkRV5ibyoXa12NK7VOBatWhSNazWOGlk1onmd5vHejPciOys7DmhzQFU/HYBSc/0Dtleuf7DtEBKjyjRpElFEDoctsFEupkq0bNmyQPvrr79OybiTJk0q0K5Zs+ZmQ2L169cv0zkaNGhQoF24ctkGDzzwQLRq1SpuueWWWL36/9bNTiQS8cUXX8QXX3wRDzzwQGRmZsbBBx8cF198cZx44onFlkctTairLHJycjbbp7RLLRZ26KGHRuvWrZPBtqeeeipuuummTZ7b6NGjY+rUqcn26aefXuyaz0uWLCnV0qFlkZOTUyAkVriiXVl/NsraHwDKq6h8vUpiAABsS0bPHB1Dpw2NiIga2TVix7o7xvyV82PAzgOiVf1WsWjVovh+2ffJ/rWya8XB7Q6OnRvvHBPmTYjmdZpHjewaERHJcdwoBLYFrn/A9sr1D7YtQmJUmczMiHIWNGIrtf/++xdof/rppykZt/A4PXr0KLCcYFEqas3qzMzMuP766+O8886LJ598MgYPHhzjx4+P3EJlP/Lz82PEiBExYsSIOOigg+L555+PFi1abDLe+vXrUzq/VAeuNpaZmRlnnHFG3HrrrRER8d1338XIkSOjb9++Bfo9+eSTBdpnn312sWOm+vlHbPo12NKvSUV+TQFgY0Vl1Avl2AEAYKu18Q3CDWpk14izu54d7Ru1jzkr5kST2k0iLz8v8hP5kZmRGVmZWVEzu2b0aNUjujbvGu/NeK/A8W4UAtsC1z9ge+X6B9seITEgZXr27BlZWVmRl5cXERHff/99TJkyJTp16rRF4w4bNqxA+8ADD9zsMYWrR5W1f8PNlO3Ycccd46qrroqrrroqcnJyYty4cTFq1KgYPnx4fPjhhwVCY6NGjYojjzwyxo0bFzVq1CgwTuPGjZOPGzRoUGwFs63F2WefnQyJRfxYTWzjkNjatWvjP//5T7LdrVu3EpfQ3Pj5R0QMHDgwBg8enLL5Rmz6vVy+fHmZjl+xYkUKZwMAxStcSaxBg4jN5OIBAGCrUNQNwoiIIzoekbzB16Z+m1iyZkmsWr8q8vLzIiszK2pXqx2NajaKjIyMaNugbWRnZW8yjhuFwNbM9Q/YXrn+wbYps6onAKSPunXrxgEHFPxlXbiqVFktW7YsXn755QLbDj/88M0eN2PGjMjPzy/1eb755psC7WbNmpX62Lp160a/fv3ihhtuiBEjRsTcuXPjz3/+c9SqVSvZ54svvojHHntsk2M3Ps+yZcti4cKFpT5vVejcuXP07Nkz2X7xxRdj1apVyfYrr7xSIOg2aNCgEserUaNGgeUcN16mMlUKfy+nTZtWpuML/2wAQEUpHBKz1CQAANuC0twgjPix8n/jWo2jdf3W0a5hu2hdv3U0rtW4wIoAB7Q5II7oeMQmYw2dNjRGzxxdMU8AoJxc/4DtlesfbLuExICUuvjiiwu0H3300TJXbtrYgw8+GGvWrEm2d9ttt+jXr99mj1u1alV89dVXpT7Pxx9/XKC9zz77lH6Sheywww5x7bXXxiOPPFJg+2uvvbZJ38JLdBaumrY12nj5yBUrVsRLL72UbG8cCqxWrVr87Gc/2+x4G38Nvv7665g7d25qJvr/Ff5eFv5el2Tp0qVCYgBUmsIFRRs1qpJpAABAqZX2BmFZuFEIbAtc/4DtlesfbNuExICUOvHEE6NNmzbJ9vz58+P6668v11gzZ86MP//5zwW2/frXvy718Rsve7g5zz//fIF2r169Sn1scU455ZSoWbNmsj1jxoxN+hx22GEF2k888cQWn7einXrqqQWWzXzqqaci4sfv9dCh//ei8KijjoqmTZtudryNvwaJRGKLq88V1qFDh2jevHmy/eabb8bKlStLdeyLL75Ypop0ALAlVBIDAGBbMmbmmJTfINygpBuFY2aO2aKxAbaU6x+wvXL9g22fkBiQUtnZ2XHHHXcU2HbffffFv//97zKNk5OTEz/96U8LhHm6du0a55xzTqnHeOCBB2Lx4sWb7Tds2LAYM+b/Xlzssccesddee5VpvkXJzs6O2rVrJ9vVq1ffpE+PHj0KVLp6++2344033tjic1ekhg0bxsCBA5PtYcOGxezZs+OZZ56J3Nzc5PaNK46V5KyzziqwNOftt98es2bNStl8IyJOO+205ONVq1bFXXfdtdlj1q1bF7fffntK5wEAJVFJDACAbUnjWo0jKyOrwLZU3CDcoKgbhVkZWdG4VuOUjA9QXq5/wPbK9Q+2fUJiQMr99Kc/jUGDBiXb+fn5ceaZZ5a6Stb8+fPjmGOOiY8++ii5rWbNmvHMM88UGbQqzuLFi+Pcc8+NvLy8YvvMmzcvfvGLXxTYdtFFFxXZ98EHH4yFCxeW+vxvvfVWgZBa586di+x3ww03FGiffvrpMXp02UqnTps2LUaMGFGmY7ZE4e/vv/71r2RFsYgfl9w8+uijSzVW8+bN45e//GWyvWTJkjjmmGNizpw5ZZrTqFGjYsqUKUXuO//88yMz8/9+5f3lL3+JsWPHljjeFVdcEVOnTi3THABgSxSuJCYkBgDA1qzzDp3j5N1PTt4oTOUNwg02vlGYlZEVJ+9+cnTeoej32AAqi+sfsL1y/YNtn5AYUCHuvffeAhWycnNz45xzzomjjjoqRo4cWeQSfgsXLox77rkndt111xg5cmRye0ZGRjz44IOx++67l/r8Df//+kyvvPJKDBgwIKZNm7ZJn/feey969+5dYBnIbt26xfnnn1/kmLfddlu0bds2Tj/99Bg8eHCsWLGiyH65ubnx1FNPxamnnlpg+xlnnFFk/5/85CcFzrls2bLo06dP/OY3v4nvvvuu2Oe4cOHCePLJJ+PYY4+NTp06xVtvvVVs31Tr379/tGjRItn+29/+Fp9//nmy/bOf/SyqVatW6vH+/Oc/x957751sf/7557H33nvH3XffHcuXLy/2uKlTp8bf/va36N69exx88MHx7bffFtlv1113jV/96lfJ9urVq+PII4+Mxx9/fJMQ4fz58+OMM86I+++/PyL+72cJACqa5SYBANjWbLhR2L9j/5TfINzggDYHRP+O/d0gBLYqrn/A9sr1D7Zt2VU9ASA91atXL4YOHRrHH398jBo1Krn9zTffjDfffDOaN28eXbp0iRYtWkROTk7Mnj07Jk6cWGC5wogfl2h86KGHSr104QZdu3aNjh07xmOPPRbvvPNO7LLLLrHvvvvGTjvtFGvXro0vv/xyk+BYw4YN46mnnoqsrKxiRo1Ys2ZNPPvss/Hss89GRkZGdOrUKTp06BCN/n+pj7lz58aECRNi2bJlBY477rjj4thjjy123HvvvTfmzJkTr7/+ekT8GDS78847484774ydd945OnfuHA0bNow1a9bEkiVLYvLkyTF79uwyfU1SKSsrK04//fT429/+FhERixYtKrB/40pjpVG7du0YPHhwHHbYYfHNN99ExI8huMsuuyx+85vfRNeuXaNNmzZRr169WLFiRSxatCi++uqrWFp4Xa4S3HzzzTFy5MhkmG3ZsmVx7rnnxtVXXx09evSIevXqxaxZs2Ls2LHJn8NDDz00WrVqVaBKGgBUFMtNAgCwLaqMG3e92vSq8HMAlJXrH7C9cv2DbZeQGFBhmjRpEsOGDYs//elPcdttt8W6deuS++bPnx/z588v8fi99torHn300ejevXu5zv/AAw/EggUL4vXXX49EIhHjx4+P8ePHFzvXIUOGxB577FHq8ROJREyePDkmT55cYr9TTjklnnzyyRL7VK9ePV555ZX4wx/+ELfddluBsNw333yTDE6VpLIrXp199tnJkNjG9txzzwJV5EqrXbt28fHHH8egQYPi1VdfTW7Py8uLTz/9ND799NMSj8/Ozo66desWu79u3brxzjvvxOGHH16g6tmCBQvijTfe2KT/vvvuG//5z3/iiiuuKPNzAYDyUEkMAAAAAACoKJabBCpUtWrV4o9//GNMmzYtfve730WrVq1K7J+VlRWHHnpoPP/88zFhwoRyB8QiImrUqBGvvPJK3H333dGxY8ci+9SsWTMGDRoUX3/9dey3334ljvfKK6/EDTfcEPvvv39Ur169xL6ZmZlx6KGHxhtvvBH//ve/o0aNGpudb2ZmZvz5z3+OKVOmxPnnnx9NmjQpsX9GRkbstddeceWVV8bEiRPj6quv3uw5Umn33XePfffdd5PtZa0itrGGDRvGK6+8Eu+//34cc8wxUatWrRL7V69ePfr27Rt//etfY+bMmdG7d+8S+zdt2jTGjRsXN954YzRu3LjIPs2bN4/rrrsuRo0aVWwfAKgIKokBAAAAAAAVJSORSCSqehJUnlmzZkWbNm0iImLmzJnRunXrLR5z6tSpkZubG9nZ2bHLLrts8Xikv8mTJ8cXX3wRs2bNipUrV0Z2dnY0btw4dt555+Syf6mWSCRi3LhxMWXKlJgzZ07UqlUr2rZtG/369Yv69euXebw1a9bEl19+Gd98803MmzcvcnJyolq1atGgQYPYeeedY5999tnigFEikYjPP/88Jk2aFIsWLYrly5dH7dq1o1GjRrHLLrvEbrvtlvYhprVr18bYsWNjxowZsWjRolizZk3UrVs3mjZtGl26dIldd911s0Gy4qxfvz5GjBgR06ZNiyVLlkTz5s2jQ4cOcdBBB0V2duUU2nT9BGBjbdpEzJr1f+033og46qiqmw9s6yri71+ADbbla8z69evjww8/LLDtwAMPjGrVqlXRjAAqnmsfsL1y/QO2R+lw7auo9x0sNwlUus6dO0fnzhW/VvXGMjIyomfPntGzZ8+UjFezZs3o3r37FlU625yMjIzYe++9Y++9966wc2ztatSoEX369Ik+ffqkfOxq1arF4YcfHocffnjKxwaA8rDcJAAAAAAAUFEsNwkAAFDF1q+PWLmy4DbLTQIAAAAAAKkiJAYAAFDFli7ddJtKYgAAAAAAQKoIiQEAAFSxokJiKokBAAAAAACpIiQGAABQxZYsKdiuWfPH/wAAAAAAAFJBSAwAAKCKFQ6JWWoSAAAAAABIJSExAACAKlZ4uUlLTQIAAAAAAKkkJAYAAFDFVBIDAAAAAAAqkpAYAABAFVNJDAAAAAAAqEhCYgAAAFWscCUxITEAAAAAACCVhMQAAACqmOUmAQAAAACAiiQkBgAAUMUsNwkAAAAAAFQkITEAAIAqppIYAAAAAABQkYTEAAAAqphKYgAAAAAAQEUSEgMAAKhihSuJCYkBAAAAAACpJCQGAABQxSw3CQAAAAAAVCQhMQAAgCqUSFhuEgAAAAAAqFhCYgAAAFVoxYqI/PyC21QSAwAAAAAAUklIDAAAoAoVriIWoZIYAAAAAACQWkJiAAAAVWjJkoLtzMyIevWqZi4AAAAAAEB6EhIDAACoQoVDYg0a/BgUAwAAAAAASBW3HgAAAKpQ4eUmLTUJAAAAAACkmpAYAABAFSpcSaxhwyqZBgAAAAAAkMaExAAAAKqQSmIAAAAAAEBFExIDAACoQoUriQmJAQAAAAAAqSYkBgAAUIUsNwkAAAAAAFQ0ITEAAIAqZLlJAAAAAACgogmJAQAAVCGVxAAAAAAAgIomJAYAAFCFVBIDAAAAAAAqmpAYkFI33nhjZGRkJP+78cYbyzXOjBkzCozTvn37lM4TAGBrUbiSmJAYAAAAAACQakJiAAAAVchykwAAAAAAQEUTEgMAAKhClpsEAAAAAAAqmpAYAABAFVm7NmL16oLbVBIDAAAAAABSTUgMAACgihSuIhahkhgAAAAAAJB6QmIAAABVZMmSTbepJAYAAAAAAKSakBgAAEAVKRwSq107onr1qpkLAAAAAACQvrKregIAFSkvLy9Gjx4d3377bcydOzcaNGgQHTp0iL59+0bNmjVTdp7Zs2fHuHHjYtasWbFmzZpo2bJl9OjRIzp16pSS8SdPnhyfffZZLFiwIHJycmKHHXaIdu3axUEHHRS1atVKyTkiInJycuKDDz6I2bNnx4IFC6J27doxYMCAlD0PAKCgwstNWmoSAAAAAACoCEJiwDYvIyMj+XjQoEHxxBNPxLp16+Kvf/1r/OMf/4hZs2Ztckz9+vXjF7/4Rfzxj3+MOnXqbPYcN954Y9x0003J9vTp06N9+/bxySefxB/+8Id4++23Iy8vb5PjunfvHnfccUccfPDBZX5eq1evjr///e/xyCOPxPTp04vsU7NmzTjhhBPi5ptvjvbt2292zCeeeCLOOeecZHv48OHRt2/fmD17dlx11VXx8ssvx6pVqwock0gkhMQAoIIUriRmqUkAAAAAAKAiWG4SSDtLly6Nvn37xnXXXVdkQCwiYvny5XHnnXfGXnvtVWwAa3OeeeaZ6NWrVwwZMqTIgFhExPjx46Nv375x4403lmns0aNHx8477xy///3vS5zfmjVr4tlnn40uXbrEc889V6ZzbPDuu+9G165d45lnntkkIAYAVCyVxAAAAAAAgMqgkhiQVhKJRJxyyikxZsyYiIjIysqK/fbbL9q2bRs5OTkxYcKEmDNnTrL/t99+G/369YvRo0dHixYtSn2ekSNHxi9+8YvIzc2NiIiWLVtGt27dom7duvH999/HuHHjksGxRCIRN910U9SsWTOuvvrqzY792muvxcknnxxr1qxJbsvIyIguXbrELrvsEnXr1o358+fHRx99FDk5ORERsXbt2jj99NMjNzc3zjzzzFI/j6lTp8Zvf/vbWL58eURENGnSJLp37x6NGzeOhQsXxoQJE0o9FgBQdoUriQmJAQAAAAAAFUFIDEgrr776aiz9/yU5TjvttLjzzjtjxx13TO7Pz8+P//73v3HxxRfHwoULIyJixowZcdFFF8XLL79c6vNcdtllkZubG82aNYv7778/TjjhhMjM/L/ijHPnzo3LL788nn/++eS26667Lo444ojYZ599ih136tSpcfrppxcIiP385z+Pa6+9Njp06FCg79q1a+O+++6L3//+97Fu3bpIJBJx4YUXRs+ePUu9POQVV1wROTk50aJFi/j73/8eJ554YmRlZSX3r1u3Ln744YdSjQUAlF3hSmKWmwQAAAAAACqC5SaBtLIhIHbRRRfFs88+WyAgFhGRmZkZP/3pT2PEiBHRaKNSHYMHD4633367TOdp0qRJjBw5Mk466aQCAbGIiBYtWsS///3vuOCCC5Lb8vLy4uKLLy5x3EGDBsWKFSsi4sfqYY8//nj885//3CQgFhFRo0aN+M1vfhNvvPFGMti1cuXKuPbaa0v9PDYExD788MM4+eSTCwTEIiKqV69epgprAEDZqCQGAAAAAABUBpXE2Dr8/4pO5VK3bkStWkXvW7QoIpEo37i1a0fUqVP0vsWLI/7/UoJlVrNmRL16Re9bujRi/fqyj9m0afnmkqY6deoUd911V4l9dtttt7j99tvjvPPOS267//77o3///qU+zx133BFdunQpsc/dd98d7777bkybNi0iIsaOHRsTJkyIbt26bdJ3+PDhyWUyIyJ+9atfxdlnn73ZeRx22GFx+eWXx9/+9reIiHj55Zfj+++/j7Zt25bqedx3331FhtAAgIpXOCSmkhgAAAAAAFARVBJj69CsWfn/e+yx4sfdddfyj/vXvxY/7kEHlX/cq68uftzjjivfmBRw5ZVXRvXq1Tfb79xzz43WrVsn20OGDIklhe/UFqNt27Zx1llnbbZfjRo14sorryyw7V//+leRfR988MHk42rVqsUf/vCHUs0lIuLXv/518nFeXl6pq6LttNNOcfzxx5f6PABAahVeblIlMQAAAAAAoCIIiQFpJTMzM0488cRS9z3ppJOS7by8vPj4449LdexJJ50UGRkZper705/+tMBylBtXC9vYiBEjko/79OkTO+ywQ6nGj4ho06ZNtGvXLtn+8MMPS3XcMcccU+rnAQCknuUmAQAAAACAymC5SSCt7LLLLtGwDOs09ejRo0D7k08+iSOOOKLMx5WkUaNG0bFjx5g6dWpEREyYMCESiUSBcNaUKVNi4UbLrrZr1y5mzJhR6nNsOM93330XERHTp08v1TF77713mc4BAKRW4UpilpsEAAAAAAAqgpAYkFY6duxYpv4777xzgfaCBQsq7DwbQmJr1qyJ5cuXR4MGDZL7Z82aVaD/o48+Go8++miZzrGxxYsXl6pf06ZNy30OAGDLqSQGAAAAAABUBiExtg6lDOYUqW7d4vd9/XVEIlG+cWvXLn7fqFEReXnlG7dmzeL3DR4csX59+cbdShReujA/P79c4+QV+vqWdknE+vXrl+k8Gwe1IiKWFi7nUYHn2XhbaUNdpZWTk1OqfnVL+vcDAFSo/PyIZcsKblNJDAAAAAAAqAhCYmwdKqqa0Q47VMy4jRtXzLhpcFewcOiotGGlwgofV9pQVmnDZBskyhkiTPV51qc4HFje5wUAVJ7lyzf9PINKYgAAAAAAQEXIrOoJAOmlUaE7m8sKl8copcIVvRqWMkBX1vMtX758qzhP40LBw7vuuisSiUS5/5sxY0aZ5gcAVL7CS01GCIkBAAAAAAAVQ0gMSKnmzZsXaE+ZMqVc4xQ+bscddyzVcdOmTSvTeb755psC7WbNmlX4eWrWrLlJZbTC5506dWqZxgcAtj2FV7nOyoqoU6dKpgIAAAAAAKQ5ITEgpXr06FGgPXHixMjNzS3zOBMmTChx3OJMnTp1kypkJfn4448LtPfZZ59yHVeSJUuWFAiV7b333pssV7nHHnsUWKpz2LBhpR4fANg2Fa4k1qhRRBlXtAYAAAAAACgVITEgpZo1axYdO3ZMtpctWxbvvfdemcbIz8+PwYMHF9jWq1evUh/73//+t9R9X3jhhWQ7Kysr9ttvv1Id++KLL0YikShV3xdeeCHy8/OT7aKeS7Vq1eLggw9OtidPnhxjx44t1fgAwLapcEislKteAwAAAAAAlJmQGJByZ555ZoH27bffXqbjn3rqqZg7d26yvfPOO5c6JLbhfOvXr99sv8ceeyxmz56dbA8YMCAaNWpUqnN8//338dRTT22239q1azd5/qeffnqRfS+44IIC7SuuuKJUzwMA2DYVLn5aypchAAAAAAAAZSYkBqTchRdeGDVr1ky2hw0bVuqg2BdffBG//e1vC2z79a9/HZmZpb9cTZkyJS6//PIS+3z99ddx5ZVXFth20UUXlfocERG/+c1vYvLkySX2ufTSSwssNbnffvvFvvvuW2Tfn/zkJwWWuxwzZkycc845sXbt2lLPKTc3N5599tlyLfEJAFSuopabBAAAAAAAqAhCYkDKNWvWbJNQ2FVXXRWnn356/O9//yvymBUrVsSdd94ZBx98cPzwww/J7fvvv39ceOGFpT53w/+/TtP9998fp59+esybN6/A/vz8/HjxxRejb9++sWSjO7PHHntsDBgwoEzn+eGHH6JPnz7x3//+t8BykhER8+bNi5/97Gfx0EMPJbdlZWXF/fffX+K4zzzzTNSvX79Ae7/99ouXX3652OBXbm5ujBs3Lq6++urYaaed4vTTTxcSA4BtQOFKYpabBAAAAAAAKkp2VU8ASE+XXHJJfPLJJ/Hkk08mtz377LPx7LPPRocOHaJLly7RqFGjWLVqVcyZMyc+/fTTTYJNbdu2jX//+9+RnV36S9VPfvKTmDNnTrz77rvx7LPPxvPPPx89e/aMtm3bRk5OTnz66acxZ86cTc7zj3/8o0zP76677opf/OIXMX/+/DjppJOiVatW0a1bt6hbt258//338dFHH0VeXl6BY2666abo3r17ieN26dIlXnjhhTjxxBMjJycnIn6srnbCCSdEnTp1Yp999onmzZtH9erVY/ny5TFnzpyYNGlSrFmzpkzzBwCqnkpiAAAAAABAZRESAyrME088ETvvvHPcdNNNBQJg06dPj+nTp5d47MEHHxwvvPBCNGvWrEznzMjIiP/85z9x5JFHxrhx4yIvLy9Gjx4do0ePLrJ/+/bt4913342WLVuW6Tx9+/aNRx99NH7+859HXl5ezJ49O2bPnl3snK699tq49tprSzX2EUccEWPHjo2f/vSn8fXXXye3r1y5MkaNGrXZ4+vXr1+m5TkBgKpROCSmkhgAAAAAAFBRpAiACnXdddfF1KlT48ILL4ymTZuW2Ld69erRr1+/eP3112PkyJFlDoht0KhRoxg5cmTceOON0aJFiyL71KtXLy677LKYOHFidOzYsVznGTRoUHz44YdxxBFHFBvK2meffWLYsGHxpz/9qUxj77777jFx4sR4+umno0ePHpsNfTVs2DCOP/74eOqpp2Lu3LlRvXr1Mp0PAKh8hZebVEkMAAAAAACoKCqJARWuffv28cADD8T9998fkyZNiokTJ8YPP/wQS5cujVq1akXjxo2jXbt20bNnz6hdu3ZKzlmzZs244YYb4rrrrosPPvggpk+fHvPmzYv69etHhw4d4pBDDomaNWtu8Xl69uwZb7/9dsyaNSs++uijmD17dqxZsyZatGgR++23X3Tu3LncY2dlZcUZZ5wRZ5xxRixZsiRGjx4dc+fOjR9++CHy8/Ojfv360bJly9h1111jl112iaysrM2OefbZZ8fZZ59d7jkBAKmjkhgAAAAAAFBZhMSASpORkRG777577L777pV2zqysrOjTp0/06dOnQs/TunXraN26dYWN36hRozj66KMrbHwAoPKpJAYAAAAAAFQWy00CAABUgcKVxITEAAAAAACAiiIkBgAAUMkSCctNAgAAAAAAlUdIDAAAoJKtWROxbl3BbSqJAQAAAAAAFUVIDAAAoJIVriIWoZIYAAAAAABQcYTEAAAAKtnSpZtuExIDAAAAAAAqipAYAABAJStcSaxevYjs7KqZCwAAAAAAkP6ExAAAACpZ4ZCYKmIAAAAAAEBF8ll1YJuXSCQq/Bw33nhj3HjjjRV+HgBg+1B4uclGjapkGgAAAAAAwHZCJTEAAIBKppIYAAAAAABQmYTESunTTz+Nv/zlLzFgwIBo06ZN1KhRI+rWrRudOnWKs88+O0aNGlWm8d5666044YQTonXr1lGjRo1o3bp1nHDCCfHWW29V0DMAAAC2FiqJAQAAAAAAlclyk6XQp0+feP/99zfZvm7dupg6dWpMnTo1nnzyyTjzzDPjn//8Z1SvXr3YsRKJRPzyl7+Mhx9+uMD22bNnx8svvxwvv/xynH/++fGPf/wjMjIyUv5cAACAqle4kpiQGAAAAAAAUJFUEiuF2bNnR0REy5Yt49JLL40XX3wxxo0bF2PGjIk777wzWrVqFRERTz/9dJx99tkljnXdddclA2LdunWL5557LsaNGxfPPfdcdOvWLSIiHn744bj++usr7gkBAABVynKTAAAAAABAZVJJrBS6dOkSf/nLX+LEE0+MrKysAvv233//OPPMM+PAAw+MKVOmxHPPPRcXXnhhHHTQQZuM880338Ttt98eERHdu3eP999/P2rVqhURET169Iif/OQn0adPnxg/fnzcdtttcc4550THjh0r/gkCAACVynKTAAAAAABAZVJJrBRef/31OPnkkzcJiG2www47xB133JFsv/jii0X2u+uuuyI3NzciIu69995kQGyD2rVrx7333hsREbm5ufH3v/89BbMHAAC2NiqJAQAAAAAAlUlILEX69u2bfDxt2rRN9icSiXjllVci4sfKZPvvv3+R4+y///7RuXPniIgYPHhwJBKJ1E8WAACoUiqJAQAAAAAAlUlILEXWrVuXfJyZuemXdfr06TF79uyIiOjTp0+JY23YP2vWrJgxY0bqJgkAAGwVClcSExIDAAAAAAAqkpBYiowcOTL5uEuXLpvs//rrr0vcv7GN9298HAAAkB4sNwkAAAAAAFSm7KqeQDrIz8+PW2+9Ndk++eSTN+kzc+bM5OPWrVuXOF6bNm2KPK40Zs2aVeL+uXPnlmk8AAAgtXJzI1asKLhNJTEAAAAAAKAiCYmlwF133RXjxo2LiIjjjz8+unfvvkmfFRvdBapbt26J49WpUyf5OCcnp0xz2ThgBgAAbH2WLdt0m0piAAAAAABARbLc5BYaOXJkXH311RER0axZs3jwwQeL7LdmzZrk4+rVq5c4Zo0aNZKPV69enYJZAgAAW4ulSzfdppIYAAAAAABQkVQS2wJfffVVHH/88ZGbmxs1atSI//znP9G8efMi+9asWTP5eN26dSWOu3bt2uTjWrVqlWlOm1uecu7cubHffvuVaUwAACB1liwp2K5ePaKML/sBAAAAAADKREisnKZPnx5HHHFELFmyJLKysuK5556LPn36FNu/Xr16ycebW0Jy5cqVycebW5qysNatW5epPwAAULkKh8QaNozIyKiSqQAAAAAAANsJy02Ww5w5c+Kwww6LOXPmREZGRjz22GNx/PHHl3jMxuGtWbNmldh342pgbdq02bLJAgAAW5XCy01aahIAAAAAAKhoQmJltGjRojj88MPj22+/jYiIe++9N84666zNHrfbbrslH//vf/8rse/G+3fddddyzhQAANgaFVVJDAAAAAAAoCIJiZXBsmXLon///jFp0qSIiLj11lvj4osvLtWxHTp0iJYtW0ZExMiRI0vs+/7770dERKtWraJ9+/blnzAAALDVUUkMAAAAAACobEJipbRq1ao4+uij49NPP42IiGuvvTauuuqqUh+fkZERAwcOjIgfK4WNHTu2yH5jx45NVhIbOHBgZGRkbOHMAQCArUnhSmJCYgAAAAAAQEUTEiuFdevWxfHHHx8ffvhhRERceuml8ec//7nM41x22WWRnZ0dERGXXHJJrF69usD+1atXxyWXXBIREdnZ2XHZZZdt2cQBAICtjuUmAQAAAACAypZd1RPYFpx22mkxdOjQiIjo169f/PznP48vv/yy2P7Vq1ePTp06bbK9U6dO8dvf/jZuvfXWGD9+fBx44IFx1VVXRceOHWPatGlx2223xYQJEyIi4ne/+13ssssuFfOEAACAKmO5SQAAAAAAoLIJiZXCSy+9lHz83nvvxV577VVi/3bt2sWMGTOK3HfzzTfHggUL4rHHHosJEybEqaeeukmfn//85+WqVAZbixkzZkSHDh2S7ZL+TQAAbG9UEgMAAAAAACqb5SYrWWZmZjz66KPxxhtvxMCBA6Nly5ZRvXr1aNmyZQwcODCGDBkS//znPyMz07cGAADSkUpiAAAAAABAZVNJrBQSiUTKxzzqqKPiqKOOSvm4AADA1q1wJTEhMQAAAAAAoKIpVwUAAFCJLDcJAAAAAABUNiExAACASpJIWG4SAAAAAACofEJiAAAAlWTlyojc3ILbVBIDAAAAAAAqmpAYAABAJSlcRSxCJTEAAAAAAKDiZVf1BADKa/Xq1TFq1Kj4/vvvY9GiRVGrVq1o1qxZ7LPPPtG5c+eqnl7KLF26ND788MOYM2dOLFq0KOrUqRM77rhj9OrVK9q0aZPSc3388cfxzTffxNy5c2PdunWxxx57xDHHHJPScwDA9mzJkoLtjIyIBg2qZi4AAAAAAMD2Q0gM2OZMmTIlrrvuunj99ddj9erVRfbZaaed4vLLL49f/vKXkZ1d/KXuk08+ie7duyfbDz/8cJx33nklnr9Vq1YxZ86cZPuCCy6If/zjHyUec9RRR8Wbb74ZERFt2rSJ77//vsT+ERHvvPNO3HzzzfHBBx9EXl5ekX323nvvuPHGG2PgwIGbHS8iIiMjI/l40KBB8cQTT0R+fn7ceeed8cADD8T06dML9O/atauQGACkUOGQWP36EZnqOwMAAAAAABXM7Qhgm3L33XfHHnvsES+88EKxAbGIiG+//TYuueSS2GeffWLmzJnF9uvWrVs0btw42R42bFiJ5//f//5XICBWmmNyc3Nj1KhRyfahhx5aYv8VK1bEwIED44gjjoiRI0cWGxCLiPjss8/iuOOOi5NPPjnWrl1b4rhFWbJkSRx66KHxu9/9bpOAGACQeoWXm7TUJAAAAAAAUBlUEgO2GX/+85/j+uuvL7AtKysrevToEe3atYuVK1fGZ599FrNmzUrunzhxYhx44IHxwQcfRNu2bTcZMzMzM/r27RsvvfRSRES89957kUgkClTc2lhRgbBvvvkmvv/++yLHj4j46KOPIicnJ9nu169fsc9x0aJFcfjhh8dnn31WYHuTJk1in332iR122CFWrlwZEydOLBDqeuGFF2LZsmXx5ptvRmYpy5EkEok444wzYsSIERERkZ2dHT169Ig2bdrEmjVrYurUqaUaBwAovcKVxBo2rJJpAAAAAAAA2xmVxIBtwvDhw+MPf/hDgW1nnHFGzJo1K8aMGRP//ve/47XXXovvv/8+Bg8eHC1btkz2mzlzZpx55pmRn59f5Ngbh7YWLlwYEydOLHYe7733XpHbS6omVviY4kJiiUQizjrrrAIBsT333DOGDBkSCxcujKFDh8azzz4br7zySnz77bcxcuTI2G233ZJ9hw4dGrfeemux8yjspZdeiiFDhkRGRkZcfvnlMX/+/Bg9enQ8//zz8corr8SkSZNi8ODBpR4PANg8lcQAAAAAAICqICQGbPXy8/PjggsuiEQikdz229/+Np5++unYcccdC/TNyMiIgQMHxqhRowrse//99+PJJ58scvzCyz8WF/jKz89PVt2KiOjfv/9mjym8r3PnztGqVasi+z388MPx5ptvJtsDBgyIcePGxYABA4qsbHbwwQfH6NGjY6+99kpu+9Of/hSLFi0qdi4b21Dd7MEHH4w777yzwLKbG7Rv375UYwEApVO4kpiQGAAAAAAAUBksN8lWYeHCheU+tm7dulGrVq0i9y1atKhAsKgsateuHXXq1Cly3+LFiyMvL69c49asWTPq1atX5L6lS5fG+vXryzxm06ZNyzWXbcWbb75ZYOnDbt26xW233VbiMTvttFM8+OCDcfzxxye33X333XHOOeds0rdLly7RqlWrmD17dkT8GOq6/PLLN+k3YcKEWLx4cURE1K9fP6688sp4++23I6L4CmOrV6+OMWPGJNuFA2kb5OXlxe23355st2zZMp5//vmoWbNmic+zQYMG8a9//Su6du0aiUQi1qxZEw8//HD8/ve/L/G4DY499ti44IILStUXANhylpsEAAAAAACqgpAYW4VmzZqV+9j77rsvLr744iL37brrrqWuqlTYDTfcEDfeeGOR+w466KCYNGlSuca96KKL4v777y9y33HHHRcjR44s85jlDcJtK5555pkC7euvvz4yMzdf9JcpLAABAABJREFUCPG4446Lbt26xYQJEyIi4vPPP48vv/wy9thjj0369uvXL55++umI+LHqWG5ubmRnF7xEbhwE69u3b/Tu3Ttq164dq1atirlz58akSZMKLP8YEfHBBx/EunXrCpynKG+//XZ8++23yfaVV15ZbJiwsD333DMOOeSQ5PzeeOONUofEfvvb35aqHwCQGpabBAAAAAAAqoLlJoGt3ujRo5OP69WrF0cffXSpj/3Zz35W7Fgb2zi8tWLFihg3btwmfTZeNvLQQw+N6tWrx0EHHZTcVlQ1sY2PyczMjEMOOaTI8w8fPrxA+6STTiqyX3E2nsf48eNj7dq1mz2mQYMGBY4DACqeSmIAAAAAAEBVUEkM2Kr98MMP8d133yXb3bp1i+rVq5f6+P33379A+5NPPimyX+FlIIcNGxYHHHBAsr1+/fr44IMPNunfr1+/5JKTw4YNi1/96lcFxtk4ONa1a9do3Lhxkef/8MMPk48bNGgQ69evjxkzZhT3tDZRrVq15ON169bFnDlzokOHDiUe07Vr18jIyCj1OQCALaeSGAAAAAAAUBWExICt2sKFCwu0d9555zId36lTpxLH26BNmzaxyy67xNSpUyPix8DX9ddfn9w/duzYWLlyZURENG/ePHbfffeIKBguGzFiROTl5UVWVlZERCxdujQ+/fTT5P7CQbSNzZo1K/l42bJlmw14bc7ixYs3O0bTpk236BwAQNkVriQmJAYAAAAAAFQGITG2CgsWLCj3sXXr1i1239dffx2JRKJc49auXbvYfaNGjYq8vLxyjVuzZs1i9w0ePDjWr19frnHT1dJC5Tbq169fpuMbNGhQoL2k8J3ZjfTr1y8ZEhszZkysWrUq+XNQeKnJDbp16xaNGzeOxYsXJ0NhPXr0iIj/C40VdVxhixcvLsOz2rycnJzN9inp3w4AUDEsNwkAAAAAAFQFITG2ChVV0WiHHXaokHGLWzJwSzV0l3CzKnJ5xEMPPTQeeuihiPhxycZRo0ZF//79I6LgspEbh70yMzOjb9++8dJLL0XEj2GyDSGxjY+pVq1aHHTQQcWeO9XhwPKGIwGAimW5SQD+H3t3Hl5nXeaP/32StGm6b7TQUnYpCEJRirYguzgwAi6IDOoM7jAOiKOMjAoioOLCT0cdFAcR968MLuAGdewoQgtaLCqCZYcWKNCFpW1Im+T8/sg09KRpaZKTnJyc1+u6cnGez3nO89yRy9v6nHfvDwAAAABUQl2lCwDYmq7BuaeffrpHn+96/oStfBN7xBFHlITQNk4PW7t2bW699dbO9SOPPLLkc5uGxjadOLbp65e//OUZNWrUFu+9afBw//33T7FY7NPP4YcfvsV7AQCVsWFD8n+7V3fydwQAAAAAAICBICQGDGpdp8zde++9Pfr83XffvdXrbWry5MnZf//9O483hrx+97vfZf369UmS3XffPbvsskvJ5zYNjd18881paWnJ8uXLc+edd3Z7TnemTJnS+fq+++4zCQwAhqCuU8QSk8QAAAAAAICBISQGDGqTJk3Kzjvv3Hm8ePHizsDWtrjllltKjl/2spdt9fxNw1y33357Vq1atcWtJjfaa6+9Mn369CRJc3NzFi5cWPKZLX1uU694xSs6X69Zs6ZkchkAMDSsXr35mkliAAAAAADAQBASAwa9uXPndr5+9tln84tf/GKbP/u9732v5HjOnDlbPX/TMFd7e3v+93//t2TbyC2FvTYNl/36178u+czIkSNLQmDdOfroo0uOr7rqqq2eDwBUn64hsREjOn4AAAAAAAD6W0OlCwB4Iaeeemq+//3vdx5feOGFOeGEE1JXt/Wc609+8pMsXry483i//fbLS17ykq1+5tBDD82wYcOyYcOGJMl///d/5/bbb0+SFAqFHHHEEd1+7qijjsq3v/3tJB0hsccee6zzvUMOOSTDhw/f6n1POOGETJs2LY8++miS5Morr8zpp5+eWbNmbfVzAHRv0aJk8eLE7r0MJnfdVXpsq0kAAAAAAGCgCIkBg95xxx2X3XffPffdd1+Sji0nzz333HzmM5/Z4mfuv//+nHHGGSVrZ5111gvea/To0TnooINy8803J0muvvrqFP8vYbDffvtlu+226/Zzm04Yu+WWWzo/k5ROGduSxsbGfOhDH8r73ve+JMmGDRtywgknZN68edlrr71e8PMb/elPf8qGDRty4IEHbvNnAIaayy9PTj+90lXAC7PVJAAAAAAAMFBsNwn0u9bW1jz44IO9+kmSurq6XH755SkUCp3X/OxnP5t/+qd/yuOPP15yr2KxmGuvvTavfOUrs3z58s71Qw45JG9729u2qd5NQ12bhr22tNVkkuy444550YtetNlnXuhzm/qXf/mXHHvssZ3HS5cuzYEHHpiLLrooTz755BY/t3Tp0lx22WU5/PDDM2v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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 774, "width": 1220 } }, "output_type": "display_data" } ], "source": [ "numpy.random.seed(0)\n", "kres = ntw.GlobalAutoK(ntw.pointpatterns[\"midpoints\"], nsteps=100, permutations=100)\n", "plot_k(kres, arcs_df, midpoints, midpoints, \"midpoints\", wr=[1, 1.8], scale=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Interpretation:** \n", "\n", " * **This example exhibits no clustering within 1 unit of distance followed by large increases in clustering at each 1-unit increment. After 3 units of distance, this pattern is highly clustered. Statistically speaking, this pattern is clustered, but not colloquilly.**\n", " \n", "\n", "--------------------------\n", "\n", "### 3. Empircal examples\n", "#### Instantiate the network from a `.shp` file" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:53.395149Z", "start_time": "2022-11-02T03:12:53.148865Z" } }, "outputs": [], "source": [ "ntw = spaghetti.Network(in_data=libpysal.examples.get_path(\"streets.shp\"))\n", "vertices_df, arcs_df = spaghetti.element_as_gdf(\n", " ntw, vertices=ntw.vertex_coords, arcs=ntw.arcs\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Associate the network with point patterns" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:53.554089Z", "start_time": "2022-11-02T03:12:53.397628Z" } }, "outputs": [ { "data": { "text/plain": [ "{'crimes': ,\n", " 'schools': }" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "for pp_name in [\"crimes\", \"schools\"]:\n", " pp_shp = libpysal.examples.get_path(\"%s.shp\" % pp_name)\n", " ntw.snapobservations(pp_shp, pp_name, attribute=True)\n", "ntw.pointpatterns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Empircal — schools" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:53.568244Z", "start_time": "2022-11-02T03:12:53.557502Z" } }, "outputs": [], "source": [ "schools = spaghetti.element_as_gdf(ntw, pp_name=\"schools\")\n", "schools_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"schools\", snapped=True)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:54.481343Z", "start_time": "2022-11-02T03:12:53.571312Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 774, "width": 1309 } }, "output_type": "display_data" } ], "source": [ "numpy.random.seed(0)\n", "kres = ntw.GlobalAutoK(\n", " ntw.pointpatterns[\"schools\"],\n", " nsteps=100,\n", " permutations=100)\n", "plot_k(kres, arcs_df, schools, schools_snapped, \"schools\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Interpretation:** \n", "\n", " * **Schools exhibit no clustering until roughly 1,000 feet then display more clustering up to approximately 3,000 feet, followed by high clustering up to 6,000 feet.**\n", " \n", "#### Empircal — crimes" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:12:54.517042Z", "start_time": "2022-11-02T03:12:54.484779Z" } }, "outputs": [], "source": [ "crimes = spaghetti.element_as_gdf(ntw, pp_name=\"crimes\")\n", "crimes_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"crimes\", snapped=True)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:13:07.461467Z", "start_time": "2022-11-02T03:12:54.519234Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 774, "width": 1309 } }, "output_type": "display_data" } ], "source": [ "numpy.random.seed(0)\n", "kres = ntw.GlobalAutoK(\n", " ntw.pointpatterns[\"crimes\"],\n", " nsteps=100,\n", " permutations=100)\n", "plot_k(kres, arcs_df, crimes, crimes_snapped, \"crimes\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Interpretation:** \n", "\n", " * **There is strong evidence to suggest crimes are clustered at all distances along the network, but more so within several feet of each other and at 10,000 feet.**" ] }, { "cell_type": "markdown", "metadata": { "extensions": { "jupyter_dashboards": { "version": 1, "views": { "grid_default": { "col": 8, "height": 4, "hidden": false, "row": 48, "width": 4 }, "report_default": {} } } } }, "source": [ "-----------" ] } ], "metadata": { "_draft": { "nbviewer_url": "" }, "anaconda-cloud": {}, "extensions": { "jupyter_dashboards": { "activeView": "grid_default", "version": 1, "views": { "grid_default": { "cellMargin": 10, "defaultCellHeight": 20, "maxColumns": 12, "name": "grid", "type": "grid" }, "report_default": { "name": "report", "type": "report" } } } }, "gist": { "data": { "description": "", "public": true }, "id": "2697ff11933bb0ea8b94c4326a540453" }, "kernelspec": { "display_name": "Python [conda env:py310_spgh_dev]", "language": "python", "name": "conda-env-py310_spgh_dev-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" } }, "nbformat": 4, "nbformat_minor": 1 }