{ "cells": [ { "cell_type": "markdown", "id": "85c03573-c804-4d48-ad5a-6b09f641acd7", "metadata": {}, "source": [ "# Plotting phase differences (circular plots)" ] }, { "cell_type": "raw", "id": "7d645450-4aa5-496a-8528-db709d9ac78b", "metadata": { "raw_mimetype": "text/restructuredtext", "tags": [] }, "source": [ "The standard way to represent event-based data is linearly; we plot the events with time on the x-axis. When we compare two sequences, say the stimuli and the responses from a `finger-tapping experiment `_, often we take the absolute value for :math:`\\Delta t` so we can for instance take averages.\n", "\n", "To illustrate, consider a stimulus sequence with inter-onset intervals (IOIs) ``[500, 480, 510, 470]`` and a response sequence with IOIs ``[498, 482, 504, 476]``. The element-wise differences between stimulus and response are then: ``[-2, 2, -6, 6]``.\n", "\n", "To calculate the participant's total error we cannot simply take the sum or the average, because the positive and negative values will cancel out, and we end up with a score of 0, even though the participant was not perfect in their response.\n", "\n", "To mitigate this, people often only look at the absolute values, which would mean a total error score of 16 in the example. However, that does not indicate whether the participant on average was too early with their response, or too late.\n", "\n", "In response to this problem, over the years people have started using methods from circular statistics to capture all that lost data. Below are two examples, one in which we compare some random data to an isochronous sequence, and one in which we compare some actual stimulus and response finger-tapping data. In both cases we plot a circular histogram." ] }, { "cell_type": "markdown", "id": "fd491ea9-67e1-4aaf-94cc-b0944295e74b", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "be7bbcbe-08b6-4f87-bf6c-0c1d9c906fd1", "metadata": {}, "source": [ "We start by importing the necessary packages:" ] }, { "cell_type": "code", "execution_count": 14, "id": "06fc72f5-def0-4c7f-984f-8db163de61b7", "metadata": {}, "outputs": [], "source": [ "from thebeat import Sequence\n", "from thebeat.visualization import plot_phase_differences\n", "from thebeat.stats import get_phase_differences\n", "import numpy as np\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 15, "id": "e8ef55d0-114d-4180-b2be-2767b397daeb", "metadata": { "nbsphinx": "hidden", "tags": [] }, "outputs": [], "source": [ "%matplotlib inline\n", "import warnings\n", "warnings.filterwarnings('ignore', message='Matplotlib ')" ] }, { "cell_type": "markdown", "id": "62707849-bb2f-44f3-b7d4-5f0d68081d8f", "metadata": {}, "source": [ "## Example 1: Compare random data with isochronous sequence" ] }, { "cell_type": "raw", "id": "f1defd07-51b5-4d0c-8b7b-f1f0756225eb", "metadata": { "raw_mimetype": "text/restructuredtext", "tags": [] }, "source": [ "We will generate some random data, and plot them against an isochronous sequence. The :py:func:`~thebeat.visualization.plot_phase_differences` function takes a ``test_sequence`` and a ``reference_sequence`` as its arguments. Both can either be a single :py:class:`~thebeat.core.Sequence` object or a list or array of objects. However, for the ``reference_sequence`` we can also simply pass a number which represents the constant IOI of an isochronous sequence, which we will do below." ] }, { "cell_type": "markdown", "id": "a03d629b-216c-4ed6-9826-a2b35e848b32", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "7ee1d6ca-cf04-47bc-b917-8f116cba04be", "metadata": {}, "source": [ "First we take a look at what the behind-the-scenes data looks like, the phase differences themselves, here represented as degrees." ] }, { "cell_type": "code", "execution_count": 16, "id": "79e230ae-c042-4925-8e12-70cc254f4864", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ nan nan 311.15131193 357.51662134 4.49970043\n", " 37.62801282 58.4037493 35.49105803 55.00133797 43.60390173]\n" ] } ], "source": [ "# We create a random number generator with a seed so you get the same output as we.\n", "rng = np.random.default_rng(seed=123)\n", "\n", "# Create a random test sequence\n", "test = Sequence.generate_random_normal(n_events=10, mu=500, sigma=50, rng=rng)\n", "\n", "# Create an isochronous reference sequence\n", "ref = Sequence.generate_isochronous(n_events=10, ioi=500)\n", "\n", "# Get and print the phase differences\n", "phase_diffs = get_phase_differences(test, ref, unit=\"degrees\")\n", "print(phase_diffs)" ] }, { "cell_type": "markdown", "id": "47fb8445-81d5-4fd6-94e5-b3b63a6324cc", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "e12cd4c0-e956-4fc0-9a80-91afaf799067", "metadata": {}, "source": [ "So what does it look like in a circular histogram?" ] }, { "cell_type": "code", "execution_count": 17, "id": "c6e2fcb7-3ed3-4ab2-b2bb-41cc78a992bc", "metadata": {}, "outputs": [ { "data": { "image/png": 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5yy/ppPwklKQiz928F8R4+OlNHD9dn7hFqraj1eY2hBAIIXFio45njm/OpH3uotPw45Eq58dFKbRC+YfXKoCUoJaF1dUKpFStqXTTOLY8KHf5Jd2UYl8ylDx38wDw4FPn8Nzpei6PlQa9i9uzpZVSJb3veznbY6fquOHy6dnnnq/MwqS7o4eXWnPmGaNwXV2zUa3aiKK4lQ+fR8pdfolhtqyiSmYKKRV2djzs7vq57sBvvHx9IjsN0y5XqdiwbdbyAfC8MGmV23tNxya4+CjZY9pizxjtsMfV0xhDnD3bwPa2B6WAlZUKDh6sJdPo5m+HbHb5eX+PS+aLcqlX0pMoirGz4xfSXrZUsXD1xat4/PhW7o8NoNVrbcxuunfxvSjSPrekP0UW56XhogPVvva4ZtY8YwSua7cm0YVhjGYzQhzPV/Gm70eIIoGVFbfsyz8PKXf2JR0opdBoBNja8grtI7/u0jW4OYcVOaeoVKyWq1gQRGg29+/i+/HsRrm7nzTT3tmn6a0XQn8nzp2ro14PwBjF+noVa2sV2PZ8iaYQEpubTXje9NMnJZOlFPuSFlJKbG97aE5gt2VxihtzypFzzlCp2HAcC0qhVVyV1c3vxJlGaZQzQWIh0fCnlwt3bIbDGexxzWdrc7OJ7e0mAILV1SrW16twnPkKktbrAXZ2il3Ql8wWpdiXANAhy3PnmhPtK7/sgiWsjWhkQghgWayVj5dSwvPCsSqow0jg+XPNke477wipICecz91tRlPNIR89PLo9bhgKbG01sbXVhJQKKysVHDhQmyuv+iCIsbXVKL0kzhPmazk6Y/z+7/8+/s//+T948skn4bouXvKSl+BNb3oTrrrqKgDA1tYW3vOe9+Azn/kMTp48iQMHDuCbvumb8PM///NYXl5uPc7111+/77HvuusufPu3f3vr3+9973vxZ3/2Z7jkkkvw9re/HVdeeWUur0EphWYznMhuvhtCCF5w5UF8+v4TGe6jd/JW4nin26fymyh3/HR9ZuaZT4oolvjTv38UnhdCKYBAn2dCCAhJCh05g80pLIvqv7f937EYXJvDtRkcm6UW0GmH8I8eHt9IJ4oEtrc9cE5RrdpYWnJQrdrwvBDeBJ0gR0UIha2tJmo1fdx58Sd/8if40Ic+hOeeew4AcO211+Knfuqn8JrXvAYA8Kd/+qf46Ec/ioceegiNRgNf/OIXsbKy0vEYr33ta1v3N7zxjW/ET/7kT7b+/Wd/9md4//vfj9XVVdx555140YtelNtrWDRKsR+Du+++Gz/4gz+IF7zgBRBC4K677sIb3vAG/PVf/zWq1So2NjawsbGBX/mVX8E111yD5557Dm95y1uwsbGB3/3d3+14rHe84x149atf3fp3+wf/y1/+Mj75yU/ife97H+677z687W1vwx/+4R+OffxCSOzu+lNd2R9cdXH08BKOp6iGt6xOkU+bi89Ct33u+YZSCgpA238AYOBUunYoIbAtBtdhqNgcVZdjuWphuWJjuWp1nNfdKRbn5W2PG8cSOzs+GCOoVGzUag4qFRvNpo42zTqNRoAoElhednPpOLjwwgvxpje9CZdffjmUUvjLv/xL/PRP/zQ+8pGP4Nprr4XneXj1q1+NV7/61Xj3u9/d93F+7ud+Dt/3fd/X+nettrcQP3HiBP7gD/4Ad911F06dOoVf+7Vfw9/8zd+MfeyLSin2Y/CBD3yg49/vfOc7cdttt+Ghhx7Cy1/+clx33XV4z3ve0/r9ZZddhl/4hV/AL/3SLyGOY3C+d/pXVlZw+PDhns+zs7ODI0eO4Prrr4cQAh/5yEfGPvYoEjOTs7vpigM4ea7ZN/yu7U05CClO5A1SKjx3poErL1oZfuOSfUil4Icx/DDGFoJ9v3dshuWKjaWqha3d/b+fFEUNvRFCoV4P0GxqV8blZReVioVGY/adGcNQh/VXVipjV+u/9rWv7fj3L/7iL+JDH/oQ7r33Xlx77bX4kR/5EQDAF77whYGPU6vV+l4X6/U6lpeXcf311+PQoUPw/ek4cc4LZc4+R3Z3dwEAq6urfW9Tr9extLTUIfQAcOedd+LWW2/F937v9+LDH/5wh5jdfvvtCIIAL37xi/HjP/7jeOMb3zjWcfp+1Mo1zgJVl+PaS/afM8Z0db3jWJBStgxCis7zHiur8gsjCAXObHt4+uQOdqdUEU4IySWEPwgzgnZzUxd9rq5WsLZWbUWmZhUT1s/TREgIgb/+679Gs9nES17ykkz3/S//5b/g1ltvxXd913fhD/7gDxDHe8d13XXX4frrr8fLXvYyfMd3fAd+4Rd+IbdjXkTKnX1OSCnx9re/HS996Utx3XXX9bzNuXPn8L73vQ/f//3f3/Hzn/u5n8MrX/lKVCoVfOYzn8Gdd96JZrOJH/qhHwIAWJaFD3zgAzh79iyWl5dh26Pl1kxb3SzmEq85uopnT+2iGcQdffJC6MK7SS5Mzu34qHsRlirzU2w1bzBGIMR0FpuHVl1U3clc+uJYd7hYFkOt5mBtrYowjNFoBJm7RSaFUsDOjodazUa1Onqq49FHH8UP/MAPIAgCVKtV/N7v/R6uueaa1Pf/N//m3+Cmm27C6uoq7rnnHtx11104ffo0fu3Xfq11m7e//e34pV/6JVQqFbhu6ZExCKJKS6VcePOb34xPf/rT+JM/+RNceOGF+35fr9fxoz/6o1hdXcX73/9+WFZ/IfnP//k/43/+z/+Jf/zHf8zt+Iwb3ixX3p4408B9T54F5wxC6HD9tLzJb7hs/byxz1UAPvaV5ya6qHJtBj9lHUDevOTaw7j8wuXhNywA2+ao1RwwRuD7ERqNcKZd7RyHY3nZBRmhayEMQ5w8eRK7u7v4u7/7O/z5n/85/tt/+28dgv+FL3wBP/RDP9SzQK+bD3/4w3jzm9+Me+65Z+QNz/lMGcbPgbe+9a345Cc/iQ9+8IN9hf7Hf/zHUavV8Hu/93sDhR4AXvSiF+H5559HGOYT5oxjOfMtNpWKjRfecAEuOFhDEEx/CEkZyi+WadnOdtvjTpowjLG52UC9HsBxrJlv19Ptef3raQZh2zYuv/xy3HLLLXjjG9+IG264Af/1v/7XkY/lRS96EeI4xvHjx0d+jPOZUuzHQCmFt771rfj7v/97fPCDH8Sll1667zb1eh1veMMbYFkW3v/+98NxhofFHnnkEayuruayejVFN9MKmQ7DshjW12uo1Wx4XoSrL1yaiWNt+BHObpcFP0Uxrc3sIHvcSeL7Ec6dayAI9JCatbUq+AwcVy/0ZmF8Dw4p5VgbmEceeQSUUhw8eHCs4zhfKXP2Y3DnnXfiox/9KN73vvehVqvh9OnTAIDl5WW4rot6vY4f+7Efg+d5eNe73oV6vY56Xe8YDxw4AMYYPvGJT+Ds2bN40YteBMdx8NnPfha///u/jx/7sR8b+/iazRCNxvQqngdBKcHSkgPHsRCGMXZ2AgghsVpzcNkFS3jm+d1pHyKOna7j4GqZByyCaRWHFlWFPwpKKdTrPnw/xNKSFvxZDe1LqQv3lpfdVJGId7/73bjjjjtw0UUXodFo4KMf/SjuvvvuVgfT6dOncebMGTz77LMAgMceewy1Wg0XXXQR1tbWcM899+C+++7DK1/5StRqNdxzzz14xzvege/8zu8cWABd0p8yZz8GvcxwAN0z/7rXva6Vj+rFxz/+cRw9ehSf+tSncNddd+GZZ54BoNvzXv/61+P7vu/7QOnoK/16PZhZ/2vdh2xDSl0w2F3564cxPv7l44imXMBkWwzf+opLwcZ4H+aBaeTsCSETFzTX5viWV1w6smte0ZjZ84Due5/V/vw0Bjy//uu/js9//vPY2Nhotcf9xE/8BL7+678eAPCe97wH733ve/fdz1w7H3roIdx555148sknEYYhjh49in/5L/8lfvRHf7TM149IKfYLhlK65WcW528zRrG87IJzCs+L0GwGfcO5jx/fwkNPnZvsAfbgFTdesPCOepMWe87pVCrRr75kFS+4arZDwISQxJBHR7x2d4uZPDkulYp2CyyZHxZ7y3KeoZSuuJ9Foa9WbayvV0EIsLXVRKPRX+gB4OqLV2ei9a0s1Msfi03nsjNLIfx+mND+1lYTjNGZLeDzvBC7u/7MpRtK+lOK/YJgcmrhlNqZ+sEYxdpaFdWqtg7d3Gym2tVRSnDzlQcmcISDObXZRDDDXQzzyDSi6MtVG2tztBONIoHNzQZ8P8LysovV1crUOhj64fsRdna8UvDnhFLsFwAhdLXsrJl0dO/msw7buehgDResVws6unRIqXDiTGOqx7BoTCMqPQ+7+m6U0rU3s7zL19P/ZsN2u2QwpdjPOXEsRu6DLYpRd/O9uPmqA1MvqCpD+fky6c8qIWQuxd4w67v8WbwGleynFPs5JorETHncA7qieJzdfDcrVRtXTHkojbHPLRkfQsjEuywOrbqoOPPdZdy9y19fr8G2Z+c1zWp0sWSPUuznFD1Huzk1c5JuCAGWl10sL7vw/Wis3Xw3N1y2BmfKA0TK3X0+TMPQZp539d2YXX4UxVhdrcxURbyUCtvbpeDPKqXYzyFRFM+U0HO+t9PY3vZQr+dr5GNbbOo+9cdLsc8FNuHwM2MUFx1crNZJPajGx+6uD9e1sLZWBWOzEdY3hcJxXBa1zhql2M8Z2v7Wmxmhr1T0xUZKhc3NRmEzuy+/cBmrtemZaZT2ufkw6fKLWbHHLQITQSOEYH29BmdGUhVKKWxteaXgzxiL+S1YUMIwBudsJkJ3hAArKxUsLbnwvKjw2gFKCG6ZsiFKGcofn0mXlyxSCL8XQkhsbmqPff19nP61AUBrUl4p+LNDKfZzgg7de6jXdehuml9qE7a3LIbt7ebE/PcPr1WmGpJ97kwdQpb5yHGIJnjxd22Ow+uViT3fNNnd9bGz47UKZKcZ1l9ZqcC2GXZ3/XKHP0OUYj8H6GI8D4AeOWlyddMQfMfhXWH7yX6Rb7nqwMTzvoYolnj+nDeV514EGCMTnWh49HBt6m2bkyQIYmxuNgEAa2t6MT5pjNBvb3uIIgGlFLa3vbJobwYoxX7G6VV1Py3Br9VsrKxUWjOup9HyV3MtXHXJ9KZelYV6ozNpm9yjCx7C78VeC5zA6moFlQlaTncLvcFU6Zd9+NOlFPsZJo77t9dNUvBNfr5SsVGv6yrgaXL9pWtwp9RjXNrnjs4kjWAci2GrHkx9cuI0UArY3vbgeRGWltyJbAj6Cb3BVOmXgj89SrGfUYSQ2N4eXHU/CcGnlGBtrQrLYtjZ0ReQacMZxU1XTKcVT0qF506X9rkjMcFAEKME9z5+Bn9797P48qOncWbr/PNwbzSCVh5/ba0CUlBKY5jQG/QOv7TWnRal2M8gWb4URQq+ZTGsr9cAkJkbsnPpkSWsL0+nSPH46TKUPwpighf5MNnRCyFxbGMXn3ngJD72peN49NlNeDM4FbIoTMqNUor19Sp4zm2IaYXeIIQsh+dMiVLsZwxT0JIl3FWE4LuuhdXVSuJ73Zi58BshBC+46mBhu5VBlPa5oxFN6DPk2Axxj+dq+BEeeWYTf/+lY/jyoxvYztn8aVaJY9mqsVlbq8K28yncyyr0higS2Nkpx+NOmtlwYSgBsDePfpRWFT3D3sfysgsAY7nYVas2ajUHnhfm7oaXJwdWXBw9XJtK//uxjTpunLKr3zAoJaCUglICxkjHwkj/Vf/btBNaFkvSRqojfaSU/mzqPxjpIs05nVhF9rAKfCkVjm3UcWyjjsNrFVx9ySouWC8uzD0LmJz5yoqLlZUKdnf95JoxGqMKvSEMY9TrQet6VVI8pdjPEPV6MFaoPA/BX1pyUKnYaDSCsYfYTIKbrjiAk2ebPXdyRXJ8o44bLlubikAwtifi7YLe/e922sVa/xswSfQoueZTSpOf7QX8zMvrfp3d4m/+LmXnzwwWm4zYE0IyFVCe3vJwesvDctXGNZes4tIjSzM1US5vdnZ8LC05WFmpoF4P4HnZv+PjCr3B9yNQSlCrzYYR0KJTiv2MUK8H8P3xQ8PjCP7ysgvH4djd9XM5lklQcTiuPbqKR57ZnOjzNvwIZ3d8HFot1rSFMQrLouCcJX9oh/AqpSClghASUirEsYSUMaTU/9Z/5MBCT/OrIIj61okQQkBI9//3/k4pbf29+9ikVOCcgUai8OIs12LwRrBs3m2GuOfx03j02U1cc3QNl1+4BEYXM8tZrweQUmFpyQGlJJMpVl5Cb2g2Q1BKUKlMzwr7fKEU+xnA88KRVtj9yCr4prVOV9z7hfnbF8U1R1fxzKk6mhNeoBzfaOQq9pzTlqC3C7tSWszjWCIIokTQh4t4nuxFBQY/YftCwEQaGKNwHA6JzgVA+4Ikt+Mcs+S/GcS4/2tn8NixLVxzySquuGgZfML+AJOg2Qw7BD9NO23eQm+o1wNQSuA4k/MEOB8hqqySmCphGLfc8fLGcXhr5Gw/wSeEYHW1AsYodnby/RJPkudO1/HFr25M9DktTvHPb71spB0gIQS2zWBZrK+wx7FAFMnC7UYVgI995Tl4XljYztu2KIREz1RD9wJAiNEWMYxSSJXvAsixGK6+ZBVXXbyykKJv2xwrK25SNNe/1bcooW9HdwtMd5T1IlOK/RQxQyyKfAcGCb7poQeQuQNgFvnM/SdxpqCFUz9efuMFuORQOr9+s8O1bd5qgZq0sPeiaLEnlABK7fucE4KetQftqYk4lqkLAqsOR7Ogtrqqw3HD5eu49MjSwhXyWRbDykol8fbYb+I1CaEH9PVofb2a1I6U5E0p9lNiko5SvQS/XeinZX2bN9v1AJ+898REW3ouPFjFK2+6sO/vLYvBtjkch4MxCqUUwjBGEMQIQzET7UdFi71tMYQpRYIQHfbXf3Q6wOz2Tfqi//NQhFGx36e1ZQe3XHEAh9YWa8AOYxRra5XkurTXBz8poTdYFsPq6mJ3RkyLMmc/BZRS2N2d3E66O4ffbIZYW6smtpqLIfQAsLrk4PILlvH08zsTe86NTQ9BJOAkQ0cI0aFR84dSAiFkS+DnNU0yDlkGFymlEMeiFeFgjLZqGCyLd6Q52r8/Ni9e6AFgazfAZx44iYsO1vDiaw7ByalnfdpoT30Pa2sVrK1VsLXlYXnZnajQA7oHv2zJK4ZS7KdAoxFO3I2uXfBd14IQaqGE3nDj5et47kx9Yp7oUiqcONPATVcdhG1zWBYDIQRRJOB5IcIwPu8nfo2zSRNiT9QpJeBc7/pd10qEX4u/xUnLNW8SbDdCcL5Yu08j+KurFRw4UAMhmKjQG3w/Aue0rNDPmVLsJ4zvR7lW3mdBj5zUF98oihdO6AHtnnb9Zet48MmzhT+X2XWea0So1RyEoUi8Ehbz3I5KXudCSpUskgUI2RN+29YFjo4CokhCyuJF/+YrDyxka55ZXFkWa7VyToN6PUje21Ki8qI8kxMkisTUJsaZHL2UCp4XYGlpfKe9WeWqi1bwzPO72C3AFMiIDOcMlOp88vNn6njm2CZqExwnOgypFKJIIkgK/8JYIIwkYimhpP49kLjhFbxBLcImVymFKBKIIoGKw9GMBDhnqFQYpNwreiyiJOLQaiV1Uea8YVpwd3e1+Y4J6U+jtmRnx8f6ehVsAbsgpkEp9hNCSj0AYhoYoW/P0SuVj7XuLEIpwS1XHsDnHno+t8c0u3hz4dE973smMc+e2sWNVxzI7fmGEcUCu80Iu80IzSCGH8bwQ5H8iRFG6avYOaeF9TgzSiBE8UJhhN+8T5al2xqFkIhyNPPRMxkm9z5Pku5ivDiWWFurYHW10nfUdpGYOSHr69WyYC8HSrGfANrz3p9KaFf30Zv2ur0cfZ5e+rPIBQequOBAFafONcd6HCMclFJIKRGGAkLs3zEeO93ADZevF3pReuzYFk5vedhtRvDnxPjI4hSiwPqUbntcE4Zuj8BUKnuiP25R7OUXLGN1AvPhJ02vqvv2or3V1Sq2tsb7Lo2CEBK7uz5WVhar+2EalPGRCdBshlOpwiYESRtL7/a6IsfjzgK3XHlgJJ9zQggsi6FateE4FqQ0tRZR39BwM7HPLZKteoDTW97cCD2Awn3mXZv1XESbML/nhS3rZ9e1UKnYSRFl9ueyOMWNV8z28KNRGNRep3vvPTBGpya4QRDPjX33LFOKfcFEUTy1gTIrK9oZb3vb6xtVWGTBX67auPKildS31652HJWKBctiiGMJzwsRBFGqHWHR0/eWq3NYnVxwMCtNqkII2SqMlVIXnxnRz8L1l623WiwXhTR99HGsU5C2zabWElev++d9V8u4lGJfIFLq8P00WF52E6/74f38iyz4N1y2lqoXWguABc5pR9tcltTLiTON1rjYIlipzZ/YiwJTV4zSTBPupFQIgjiJ0MhW9CaNRety1cZVGRaO80AWwxxTXOy61lSm1CmFxM637HIZlVLsC2R3t/+OukhqNQeOw7Gz46dOHyyq4Fuc4YbL+odeOdcX/L2dfNRqUcxKFEs8f7a4vOZKdXaq/dNSRCW+wbHpSO+TcTH0PB2xsW290zcWxr0YNSU0q4zijBcEMep1H9WqjcoUOk+EkAtXWzRJSrEviGZz8sY5AFCp2KhW7Va/dxYWVfCvuHB/UZUx7bBtXbzleRHCMB5753DsdHGh/FrFyuRGN204p4UuduMxFxJKqVY+WEoJx7FQqVj7Wr1MseeiMI4FrudFaDZ1667jTL6+2/cjBEGZvx+FUuwLIIpEphnReeE4HEtLDhqNYOSClkUUfEIIXnClbpcy7mu68E4lF4/xRd6wsekhKGiRRwmZq7w9L9B0Jk973PbwvlK6kM91rdaAnluuXJxWuzy87huNEJ4XtVKFk2Z315/7oV3ToBT7nNF5+sn301uWLp7xvHDsgsBFFPwLD9VwzWXrcF0dfjQ7hLx3nlIqHD9T3O5+nvL2RRrMDQq5j4qUupDP9yMQoqNkt1x9CGsL4tOe51Cbet1HGIpWEfAkKfP3o1GKfc7U65Pvp6eUtGZS55XTWhTBN+dmfb2Gl15/BFGow7ZF7gyOF1iVP09iX+S1uMihNyatAynxwmsPY329iqUlZyyP/2lTxPQ6XZMkW+29kySO5dS6nOaVUuxzJAjixKxmsqyuVlqr3TyZd8F3HI719Ro4110JoR/hyguXC3/ezd2gEKveWEjMUcp+7Jx6P1ybFfbY7VxzySrquz4ajQCOY2F9vQZ7DqfcFTWmVjtyeiCETKUHf1r+JfNK6aCXE1Iq1OuTb7NbWXFBKcXWVjF2lvPotEcpaRUQ+X6Eet1vnZtrL13Dsxt1eAUvyo5v1Meyz42FxLndAFu7AXYaIbbqARp+DDon20tCihP7SVinri45uCJZGHqerutYWnKxulrd95maZYqeR2/SlqurFdRqzsRrlXZ3/dJONyWl2OfENML31aoN2+apeunHYZ4EXxcpuomvdnNfRwRnFDddcQBffnSj0OPIap9rxP3slocz2z4260HPz5NQSvvNz/hUPYszhAWIC+2yxy2KF1x5oOO9M6Lmuhy1mk4Lmbz1rFK00BvaZ9AbA6NJIYQO50+j93/eKMU+B6YRvrdt3lpJT+KCM+uCP2g3383RwzU8ddLFuQINj5p+hLPbPg6t9Q9v7jRDbGx62Nhs4uy2n1rAi/abz4OiWgQdmxUelbn4UK3v++b7McKwgeXl2d7lT0roDWYG/dKS05o4OCmazRC2zafSGTBPlGI/JtMI32ufahe+H020SGVWBd/s5gE9JWuYv4CeXHYQn7rvRKEVvcdO1ztEQymF09s+TpxpYGPTQ3PEHdA8hPJJQXNzi67AZila7aTUnzPjJjdru/xJC73BzKBfXXWxubl/FkeRlOH84ZRiPyaTDt+b4TZxrKdBTZpZEvwsu/lu1pcdHD28hGMbu4Ud34kzDbzw6oPYroc4frqBE2cauQyxmbFNZE+kyj+tlNUedxSuuWQVVTedO5zvayMms8v3vAiNxnR3+dMSeoOZQb+yUpnolLwynD+cUuzHYBrh+6UlF4QQ7OxMftykYRYEP+tuvhc3XbGOk2cbhRWSRbHEp+49ge1GvtGXIv338yIqYIa9Y1M0/eJee8XhuPbStUz36d7l23YNu7vpbarzZNpCD5hx3h7W1qoTL9grw/mDKVvvRmQa4Xvj7LW7O/liwG6m2Za3vOxiZaWCMIxx7lxjJKEH9MX9uowX96wUsRON49ne2zNKCikYjQtYQLRz0xUHwEc0iPH9CJubDQghW0I3SWZB6A1xLNFoBEkB8WSFd3fXL812+lCK/Yg0m72rpYuCMV38YqaxzQKTFnxKCdbWqsmQHy/5Yo/3mFdfsoJayrDtKAShAMvZSk4qBasAB7m8KOLYtD1ucSJ2YMXF0cO1sR7D7PJ3d31UKtbEzGZmSegNpl1xebky0QFCLUOkkn3M7hVjholjMfEP1MqKO5NTnyYl+JxTrK9XQSnB5mYzt/QJoxQ3F+h9rgDYdv5fs1F3oJOgiCIpzorbIZqCzbyO2/cjbG974Jxhfb1WqJ3sLAq9YXdXW9ouT9huuNkMSu/8HszuFWOG2d2drOAuL7tgjE7Fcz8NRQu+63KsrVURxxKbm83cv8gXH6rh8IAWuXEp4sIzy0XHRRxaUGAr19HDS1hfzvdzG0UCm5sNKKWwtlYtJJw9y0IPGA97H5alx0hP8nmnMYhs1inFPiO+H020h9RxeCtPLwrOWY5DUYJfqzlYXq60dktF5OO26gGUUoUJaBjJ3EPb067ZGETehj9uMoa4CLTJ0nohjy2lwtZWE1EUY2WlgkolP8GbdaE3xLFAoxGiWrUnWjgXBPHMpDtnhbIaPwO6KG9yK0ZKCZaX3dYY1lknzyp9QvQFzbIYdnf9Qly5wkjgkWc28fTzu1BKoepyNP1izrPFKKI4P8Ga5ShllPPBFdk7fd2la6gUOJfd7G6rVRtLSw44p2O3zM6L0Bs8L4RtM6ysuDh3rjmxArp6PcD6Oit77xNKsc9AsxlMtNJzZcWFlGoq/fSjkofga9MgXdhTxAVNKYVnT9Xx8NPnOqrldTFdMVa0YY5CD+gdEyHFTpYbBYvRXMW+SHvcmmvh6ktWCnnsbprNEELIJCVXxc6ON1J0Zt6E3rCz4+PAgRqWlpyJXc9Msd4kUwizTBnGT8mki/IqFQuWxedK6A3jhPRtm2FtrQpAYXOzkfsFreFH+MwDJ3HP46f3iYiQCnZBocZYSLg5PraC9p+fNfIuRnNsVljK4uYrD+TeKTGIIIixtdVsdZXwjKmdeRV6QC+w63V9TbDtye0xy2K9PUqxT8kkw/eMEdRqzlyPcBxF8CsVCysrFUSRwNZW/nabT53cwT985Tmc3e6/gPKDuLC2trzDiUX5z49D3tpZVCTNtRmaQQw54dCIKTKVUrXaSNMwz0Jv0CZkEZaXnYmF1stivT1KsU+B70cT/YItL+vw/bx/SLMIfq3mYGnJRbMZYmfHyzU87QUx/unBk7jviTND3fIUihPRIBa5XuRmMRWZ5/vGKIVfgN88ASAV8OCTZ/EPX3kOp7cm2+WilC7c831TuDfY52ERhN5gOpkmacQVBDGiaPZrnoqmFPshKDVZ0a1ULHDO5jJ834s0gr+05KBatbG76+c+2Oe503V84ivHsbGZ/oLuhwJuAUVbUiq4ObZgzWJFfp7Ww45VzOXJdXjLoGe3GeKzD5zEl766Ufg0vW7qdR+NRoClJbdvXnmRhB4w4fxg4uH8WfMnmQZlgd4QfD+a2EXVhO89b7KRhKIZVLS3vOy2HPHy7DiIhcQDXzuLZ06NNuhGxBKEkNzDyHk+XjRjtrmE5Cv2cQHfO0ZJTye+46frOLXZxC1XHsTlFy7n/rz9MItbY6/bvthdNKE3tIfzz50TEyl6jmOJIIjgOMW5Zc465c5+AHpXP7kRssvLFQgx/+H7XvTa4Ruh3931cxX6rXqAT97z3MhCD+j2sUoBO4887XOFlDOVt7c4yy2Mb1usEHtc22Z9uy2iWOKex0/j8w89n8t0wrQ0myHqdR+1mtMS/UUVesM0wvmNRnhe++aXYj+AZnNyHw7XtXLpwZ1l2gX/wIFasqPPJvRRLPDQU+f6RlueOrmDT913AvUcOif8KM69WlsBsHMMT8+SR36eCw9eQJW8xSn8FJ+158818YmvPIfjp+u5H0M/PC/C7q7uxz9woLbQQg90h/Mn01UihJwLv5KimJ0rxYwhpYTnTWZXT4gO30/anW8aBEGMOJaglCAMs7lcNf0In7rvJB4/voX7njjT8TspFe59/Azue+JMbmkXKVWuwmzIs4+fzNDOnuRklEtQjD0uoyR15CGMBL701Q18+dGNXM2QBmEKgc13Y1GF3mBc7vSo6snQaEzWK2WWKMW+D3pXP5nnqtV0cc4kUwbTYnnZBec0cdXiqcN4m7sBPnXfSewmOc1nTu3iiePbAHRo/LMPnMTTz+/kfrxeEOfeex9GIr8d+Qxdt6TKRxSdAuxxXZuNVNl/bKOOT977HDYnMA9jZaXS+m44jjXxMbnToF73QSmZmPGNlOq8nYpXFuj1YJJjEjmnqFTs82IO814xno8w1Dv8NE57J8828KVHT+8TgIeePgcQhSef20GzwPBcES1uednnzlJFfpTT7Ia8e7AJGS+a0vAifPr+E7jhsnVce3S1kB7x7hy9EHpanFIq9w6VWUII/fqqVXtixdDNpk4fTHL07ixQ7ux7MMkCuaUlF1EkCvF+nyWWlpxWMZ4J3adpy3v21C7ufmSj505PKYWHn9ospGq7naCAVrwwpzD1pELMw2CU5LIbp4Tk3ltfcfjY50lKhYefPofPP3wKUc4phl7FeL4ftYr2Ft3utdkMIaWaWDhfKUwsRTtLlGLfRRyLiRVxuK4Fy2Ko1xe3KA/QbUUmetF9bgcJ/tPP7+Cex88MjHhIpSClBGPFrtLjnA1xYqHg5JAekErNRJEez8km17FZrhEuxvJdPJw61+xIJ43LoKp7z4vQaATJ92exW8bq9QCOwydWrKcXGLOxUJ4U079KzBiTCpmZojzPCxHPyO6sCCoVq2WY028R1Uvwnzyxg/ueOJvqwh8LBU5poY5yscjXEAfIr3p9kNASQsAYBecUlsVg2wy2zeE4e3/MBbb957atf845A2MUlJKBi528QqJ5B2kcnr+3/m4zxKfuO4FT55pjPU6a9rpmM0SzqY13JmlCM2lMse4ki/WazcWOpnZD1KInijMghMS5c42JPJcOa1s4d66xsLl6y2JYXa20dijDcByO5WUX9z22gS8+9Hzm56vYHF6B/dGEEDBKcjOOoUl1+Ljv/1LVhh/qKm4tyvpYu8VZKdXz+SgFCKH7wvD6Mfbn0PXj6MeSUkdWHIuhMWadC2c0V1Oeonr1DYwSfNPLLh1pRG7WPnpT77K52VzYwS6MEayv15IFTvGbLkKAAweWzpvc/eIuFUdgUrt6xihc10K9vrhtIIyR1lCbtDUQQRDj8WPP46vHtmDbPFNbHgB4YVzoTHqlFCzGchMkKRUqDs9k06oFnbaEnVICt2JBJsenxRdQSnaIu/l7LzincByKMIx77oLbFw/df2dMRwwcm0ERkjy/XgCYv6fF5vmKfdGX8BdefWgiQg8Au7s+GKtidbWCzc3JzYSfJEIoeN7kivVM7v586HoASrFvIaWcWJFcreZACLWwRXmE6AualAo7O+k96Z88sYP7v3YGnNMkZJld8Jt+nFlAs+CFMRyL5TZjfdhFm1Idhm8PpRvxllIhDCVELBAUMDBm7xjNcfY/1jBgADHHS8A5bx2rlApxLCGEHPh645yq+QEU+hkAgGsuWR3JVnccZ7ydHQ/r61WsrLjY3p7s8J5J0WyGcF2d+puEn72Zdz+pKXzTpBT7hEnlbyyLwXH4wn5ZAW37SynF1lYjtVfB08/v4IEnzwJAUsMQjyz4figKDeHmud8w9rmirViIUp1jZ0zv4pVSEEIhDEVrx9yOgF5gTWuzp9sIO881IWhFIBijsG0GQjiEkK0/7a8jz/eLEFJol8KFB6q4+coDme83rgWulArb2x7W1qpYWnIWcriLUlrwTT2TyHEB2Pv59KarUlnsjgegFHsA+kvk+5MJ4ddqDqJIZBaweaFWs1sXtLRf1GdP7e4rxhtH8I045p0DNoSRyG3nqKCnuwUxEoGnrR1xHEuEYTQ0R6sA2LzY/PQgGKOIuo5RKSSiDkSRaIX8TdjftjmkVC3h54wgzGm97dqssF39as3G111/JPNOMC+v+ziWqNd9LC9XEMeTi0ZOEs/T4lurOdjZKb5TyUQTFn13X4o9dN5mErsi2+awLIatrfGqeGcVx+GoVh3U637qC9rz55q4t0973TiCL6SEbTEQmf/kOgAII235O05ekVICzhlsxwLhElLKxFBl/+59GNMciJPmqZXS76fpPDHCb8SfUsCWClE0ONQ/DJ5zq107js1w600XZG51zHuoje/HYCzE0pIDIeRC2uo2GkHiKFh8t5KUCkEQw3UXu73xvG+9U2py9om1mr2wntecUywvu/D9KPX53KoH+NJXNyAH5XFjiTCM2/L46QkjkXu7nEEkFeijwLku0KxUbHBO0fRDxFHcGm08ygJimpuSUaRZCP2+el4IGQsEgQDnDNWqDde1wEbs27dYvn36BkYJbr3xAlQzCkJR0+sajQBRJLCyUlnIanI9Q0NMrHhukkPPpsV5L/aeF03kTdZT7dhCjq+lVFfex7FMPbWv6cf4/EOnUoXZxxF8L4hRzdn9zuCHcepdHiEElqXFzMzU9v0IzWaIMGmbG4dp2ubmkSoJwxjNZogg0AtFsxiyLJZ6IeNYrLDWyxdfexgHVrL1gBc9pnZnx4OUCqurlaku9oqi0Qha0dCiMYvPRea8Fnu9q59Mrt60kyyigc7KSgUAUlfeR7HE5x/ONjN8HMFvBvFILVLDUGp4+JwQAsfhqFS0W2Ic62mKvt+Zix9XDKJ4OmJPyHhi322Pa/LQnqcdziyLoVKxYdt8aE61qDNw3aVruPTIUqb7TGIevVL6O0cpxfJypZDnmCZhKBBF8QR394tX/9DOeS32urq5+ItkpaKHLizirn5pSU+xM7uMNJw828DOCBP+xhF8P2mZyxs/7J0qIITAtnny3lNEkYDnhX172cd16BNSTiVvb3E2Vr1LP3tck0c1qQ09MMrqu9OvOryQAsWLD9Vw4+Xrme4zCaE3CCGxu+vBttlCeujX62GroLNo4lgs9Ijx81rsJ7Wrr1RsBEHvi/w8Y8Rsd9fPFLG47IJlvPS6wyOJ06iCrxQQSwkrJw/3dqRULQEiBMlu1ALneyIfRWKoKI5bDVzEaxvGuAuMYV8JpVTrHMaxaO3020O7lBIEBVyk15YdvPS6w5nel0kKvSEMRWtyHJ+BOQl5Ese6c2lSC5lFHn+7WJ+MDMTxZKpYHYeDMbpwYyoJAZaXHQRBPNLgoMsuWMarbrkIzgi72VEFXwiV9H/nuwMOY4lKkls0QmTC9Vk+Y0E03rAdUvAwoJ7POYZPHWcUQcpUjlJa1DxPp8LMueacwrVZ7v3Yrs1x640XZBrwMw2hNzSbYcfI6EWi2dS7+0nk7ic1ZncanLdiP6m++mrVRhAM75WeN/TACjLWxL6Dqy5e86KLsVLLvmofVfDDWMLOeffDOQXlDK5rJSIfIQzjzOFtKccctjOFa5RUo3+uR3kflFIIwzi5KEvUajYUoSNX7/eCMYpbb7ogU53HNIXeoC11KWojfJ9mmSgSiCIxsd39InoXAOep2BvXpKKxbQ7O2cLt6m2bJ97+/tir4Kpr4dUvvBgXHqhmvu+ogu+HIpcKfUIIXNeC41iIYgGZhBzH6e4Y577T2JFEY+yox7HHNTn9KBBQSiXvAx+7Kp0Qgpdedxjry+mLwmZB6AGdv282w1bEY5FoNsPkelr869K+K4u3u1+sT0RKfD+aiIlOtar76hepAp8QkoTvo5HC972wuN5JXXPJaub7jir4zSBGxR1d8E3BGCEEvq/PRdOLYPPxQo1BKMBGDMcXaRHbC0bJyBEr22IIx8yzuzZD04+S8x8lA6bssXb5N1y2hksO1VLfflaE3rCo4XxzHZ3E7l5KNRPvZd6ct2JfNCbHtGi7ej1vnuTuy00IwS1XHcSLrz2UOac+8g4/iDOHzXUrnd7NCyHh+2FL8BQAMuY3yljfjoJUKrO72zhkyWfvv+94W3ACoG2cQCt9IuXou/xLjyzh+svSV96PI/SxkDi1WYyT5l44f7GmuXleAMcZ3XAp23MtXij/vBP7KBIT2WlXq3Yr17Qo5Bm+78cVF67gtpsvhJ2xGGcUwVdK74bTCqTZzVO6t5vvjhAFoRi7p1+McW7HEeCsjHrRJcDYUwNdh++LDCilkohT9l3+gRUXL772UOrnH0fom36MT99/El94+BTObOU/EEsIiUYjbHWELAq+H0OIyezuwzBeuDqrxfkkpGQSu3ojOIu0qy8ifN+Pw2sV3PGii7Gc8Us9iuALqYAh5jiDdvO9iIQcq6o+jMTIu/tJ1uOrESsCHZuPVT1PKRnYU591l191OF5x4xEwmu5yOI7Qn9vx8an7TmC7HkBKhS9+dQPNAq5JulVx8cL5nhfCcfhELIIXrVDvvBJ7s/IvmkrFngv7RSlVavczE77f3Z2MMdBSxcIdL7oIh9eyOYONIviRkOCc9hQESsnQ3XyvYxjXk5/x0S5mkywrkiMK9rhFdK7FhkY/eu3yewkEZxS33nwh3JSflXGE/vjpOj77wMkO58ggEvjCIxuFTGdcxHC+tjfXRmVFMwmtmCTnldiP0g6VFWOPOinDnnF46uQOPv7l4zi+UR94u/bw/SSrVC3OcNstF+KKi1Yy3W8UwQ9Cse+CbwbW6BHI2dong2j0QjsAiKLRLv7jVLhnpXusbRooHW8qnc1pJv97s8sH1L4BO4QQvOyGI1hN2ao2qtArpfDVZzbxpa9u9FykbNcD3PP4mdSPl5bFDedHE5lQJ8RiFeotzicgBb5f/E7brDhnPQQURgKPHtuCF8T40qMb+NR9J7DZY9c+yfB9LyghePE1h/CCqw+CZtgSjiL4XluFvm1zOI7V8mrPusiRUo1VmR8LOaLhkJjIUBSL0ZHqNhxrvKl0hNLMC3bTaiuEhOPsDVa5+YoDqVs+RxX6WEh8+dHT+OqzmwNv99zpOp5+fif146ZlL5y/ON75vh+CUgqnoAFX7SzS7v68EXsp1UTC6q5rTay1bxweO7bVkfc0ucSvPHa6I8yoDTomF77vx9UXr+K6y1Yz5epGEXw/iLG2ov3+gyAe6zPjBXHmQsN2sixuDAo6IlI0I6cZxvhiuDZP7bi3/3n12NQoErBtjhuuPIhrjqZr9RxV6P0wxmcfOInjpwdHzgwPPHkOOwXU+ehwPlkY73wh9LW8Uin+9fj+eL4Zs8R5I/aTWKHZtrbGnfW2jboX4cmT+3cRSik8e2oXH//ycTx2bAsgevHSbAZT/8BvN0I8cXwHjJJM7WVZBJ9SAte1EQsFKWQuQzHG2WQH4Wj2uZMYiENHeGWc0dFD+EQP+xmXKBJYrnDc9sKLsbZWHbp4HFXot+sB/vHe3tGyfggh8eWvbuTyOrsf1/MiVCr22PMXZgXP0xa6RacnzGyGReA8EvvJhPCjSMx8y8bDT58bGIKNYomHnz6HTz/wPJ59fmfqi5cgEvjCw6cQC4kolpBSZQpxpxF8XcRlAVBoNEOIOJ8pckE0eiueVKPZ507iej7K0s+yRr/cVGyei2lQrWLhJdccwu6OB0oJ1taqfQVjVKE/ebaBT99/Et4I15ztRoiHnhoc8h8F0xm0KLv7MNTX2Unk7mc9JZuW80LshSh+6A2leqTprBfmndvxceJMY+jtTCHVJ774LD77wMmRRtLmgVQKX+pqTxJSIcwoooMEnzGd/xNCtfLzkZDgjOayE4ri0VvxRgmo5Lwx7Mko1eMiHi06xCgduy8f0E6Nr7zpAjjJoKLNzSakVFhdre4bsjKq0D92bAt3j1ld/9TJHWzk3H+vlILnha3OkkXAFOoVvbjVHTjzH8o/L8R+Mu12Vsuve5Z59NhWqtvZNoeUEnEscXrLwyfveQ73f+1MITPDB/HwU+dwuseFTymdE8/icd9L8Dk3Qi8RBJ21FkHUe1Z9VmIhUXFGe5wgjDNX9Rdtm0tIdrEfxx7X5qMVA7ZDCcHLbzjS4d2glMLWVhNxLLC6WmkJ/ihCL6XCVx47jYefPje2MCilcO9jp3N/H5tN7fm+KK14ZsftOJNow5vt63oazguxn0QVvinMm2W26gFOnRtu0cmYniIWtuVXpVJ48sQOPvbl4/jaiW3ICax0T2028bUTgyuUm0EM105vstEu+K5rwbaN0Pf+jGRdUPTDC8RI7nYKuoI9C0Lmk4Loh8VZ5ogDH/F4bItlarXrxy1XHcSR9d6V99vbHsJQC/7aWjWz0AeRwGcfOIlnT+2OfZyGZhDjgSfP5vZ4hkYjbI3dnndM0fUkQvmLUJU//+/4EOK4+By6ZTFQSmf+A/FYyl29ZTEIIXuetzASeOBrZ/HJe57LPdTYjh/G+Mpjp1PtkvwwBmc0tZjGsY5YMEYT85XBYtIM4rEtcJVSIxcTjTJZzirwYp51IUEABCPu6vNYslx18QquuniwV8POjgcp9XvUaASphX6nEeJT957A2Z3RRz3349lTuzh5dnjKLQtmXvvi7O5jWBYrfPEShmLu59wvvNhPIvyi55hPxnN/VHYaIU6eHb6r53z/rr7f4/3TAyfx+YefRz3nAj6lFO557AyCDJXbYSSgVLpdMOcUnFOIxNY2TVteEArYYxSYAbqtb5Te+WgE+1wy5qCZgY+d8aEdm41kj1ux+di5+iPrFdxy1cGht1tZqYBSgjgWqNWcfTn8Xpw618Sn7z+BRoERvfueOJt7OL/RCOA4evz2vBOGsS7YnUDP/aw7og5j4cV+Em+Q4/CZz+k8dmwr1S7ZsjjiWEKmrPJ6/mwTn/jKcTz01LncLkpPntwZaSKYkBJhPLhwjzHaCt37fpS6LU8qBSkxliseMFrBHZB9ShwpcBOSdYczSnEiIWQkh752lqs2Xn7DkaF+Be05+q0tHb5vz+H34mvPbeMLD58qvD7CD2M8OsSQJyvGb0BbYM8/QTAZR71Zv8YPY6HF3hSYFYkeskFmOl/f8KNUFficMxACRFG2D7WUCo8f38LHv3wczzy/O1aBUt2L8PDTo1/cBhXu7VXd7+Xos/Thx0Lnwsep/s3aRdC6X8bP8TiT84aRxZJ3VHvcisPGqmh3LIZbb7pgqMFQr2I88/eVlcq+8LBUCvc+cQYPPHl2InUrAPDkiZ3cu2EajQCWxWDnUIA6bYIgBmO08EhFFM13Vf5Ci/0kVmKOo3vrZzmf87Xn0hXU2bbO1Y/6Wvwwxj2Pn8Y/3ncCZ7ez5zCl0hXNedRYmDy7EWYzs6BXx0QWwQ8jmXpoSt/HiEXm9idtn5v+eYvacTJKMomwO4I9LmcUXjB6+J5SgpffeARLQ4alDKq63972IITE6mqlFZkII4HPPfg8nu5hSFUkUinc/7V8i/WiSCAM44XI3RtvE9ctNpSvFObaYGehxX5Y3nlcdL6XpdrV5+2KlZYwEnj21HC7ThOyzOOcbe0G+PT9J5L++PQLrieOb+NcjoVOXhDD4hScEbguTyxTe79XWQR/3Ap9IUY0y8lwW6lUJqfBtGTtKBhl92txOtYO6kVXH8Kh1cFe8Gna63Z2PBACrKy4qHsRPnXfiZ5toJPgzLaXe7FeoxGAczaRfHfRBEFUtuANYf7f5T4oVbwXvvmSpPkAfO7BU5BK4dIjS7jkUG0sz/QsPP387tCdGCFa7ONY5hqmOn66jpPnmrj2klVcc3R1oFDsNsOhw0JGIYwkalUblsWws+sPzJnrlE+ciD0f+PkxkYNRXNKAvYVIlh14GGn73LTvEWfZHj8NjBEgZcaKs+whfMdmI59TALjm6Couv3B54G3S9tFLqbC97cMXEp9/5FTuhahpsTjFDZet44KUQ3vSEsfaW6JWc+ZaxABdlV+tOrBtVugmb56L9BZW7Ive1QO6Cj8MxdCLrxfEOLujx8Oe2/HxwJNnccF6FZceWcKFB4b7c4+KlLo3fhgm11VEiEoIia8+u4lnT+3ipisP4OjhpZ63e+DJs4WkQmybQSHpL7aGC0kWwffDGI7FRqoYV0qHxLPIh1Qq0wKjiE9VlnfIshhike3iOM5a88KDVdx8xYGBt8lqmPPE8U08/MwmLEtXr+cxLyEtlBBcduEybrx8PbPXQlqazRDr6zXY9uDP+qwjklkWjmMVeu2XUiGOxVx2Miyw2Bf7waWU6N3izvCw3nNnGh0LAikVTp5t4OTZBmyL4eJDNVx2ZAkHVtxcj/H46XrHBLt+cK5z9UUWnzSDGF/66gaeOrGDF1x9EGttlcDPnWlgYzP/8CjnFJalL2JRLBDFQNXhaOYk+ErpYjXO6EjFZH6oHfqy7H6zvEVFvJsyQ3Fe1uLYcSIlq0sOXnb9kYGV/1mEXiqFh546h689t538RKfslFITmX1xaLWCF1x9EKu1Yr3s41giimJUKtZciz2gd/e1mo3d/LyNehIEcSn2s8IkQvi2zVM/z6ARl2Ek8PTJHTx9cge1ioVLDy/h6JGlocVFaUizq2eMglKCYIyCqCyc3fHxj/eewGUXLOGmyw+AMYKHCnAKM7MK4lh0XNhN+N0fEpFJK/hCStgWA1VkpMiEkAqEpBdxY5+bpm99nGr2fqRth7MtlslamVKdchkFRikuOVQbmCbKIvRRLPGlRzc63CbDMAalFhyHw/OiwhbGNdfCTVcewCWHaoU8fi+azQirq7rzYNaHeA0iDGMsLU0mlD+PhY0LKfZxPHpFeVpsmyNKjFwGUfcibKUcc9nwInz12U189dlNHFhxx8rvb9UDbNWHP69xy5tkN4FSCs88v4sTZxo4tObCy/mLqSvv+88q8AIdfo+FHNiillbww0jAtXmqKEo3USwz7WgVAIczNFOEx+NYZlpIDCNLBINTgizNYq41POLSC0J0bcDDT2ufh5uuWN+3u88i9E0/wucfPtWz1U33c9twXZ77JEjOKK49qmtbGJ1s3XQYxhBColq1sbubvxPgpDCunzolUZzYGx8SOuH3aVwWUuwn0R5h2wyNxnAxfW7Arn4Q53b8Vn7/wgNVHD2cLb+fpgKfUgLGpmfzG8USJ880YSVe/CPPOu/CtrVfwKCZCEEkYDEKysnAIra0gu+HcaoUQe9jicEoSd0bH6e8nYIeIjPqjrkbzgnSpKwJgCDDc1qMjrzgc+29hdLjx7fgBTFeet3h1vcki9Cf3fZx91dP9XVuNN0cZqZCHtFDQgiOHl7CTVesj23JPA6eF6FWs1Gvpy8AnUWCIE4Kp9NtsEYlDAVctxT7qZPVFCYrtq2NdNKF8Mdrl5FS4cSZBk6cSZ/fl1KlWmRwzpKCk+mG7iIhEQl94RZSjlVBbsw19AS7wRetSEhQSobmzdMK/qgV+lJqE5m09wsjkTpMrneJ+by/NGXJn5OxDoFximiERVLVtTpGHwM6ZRZLiVfccEGmoTbPntrFfU+cGbrgklIhikTSvTJa6sZwYMXFLVceyL1WZxR8P0StZqNSsdBszvaY7kGEYYxq1QbntNDrWhSJibj25cnCib1SqvCdvW2zZMDO4C/6TjPEbo5fnF75/UsvWEKt60N38mxjaIU4IbqAbZZMIvwwBoEu1ApCkblH2xjnZJlTIKVCEApUXA5vQCQgyw7fsVkmX39A++ZnyXOnDZPnOes77buRxR7XtTn8EYS+4vB9Qm94/mwT9z91Dv/sZbWhQq+UwiPPbKYeEgXoC712Y7Tgedm/367NcdMV67j0yNJIVsJFoNTefPh5FntjcKbrdYp7HbN03UzLwom97hUv9jkch6cy0tk4V5wBx6D8/rMbw3f1jOk6gGnv6rtR0Dl1RgmqyS457ftprD+z5usUAM83hXv9ny+N4Culb5e1h14ByNKBmdY+N08vpzT5+iz2uASjmU051uDIgeNY2Njy8HefexovawvpdxMLia88djqVlXQ3ZrRqlnA+owRXX7KK6y5dG2nccdH4foRKxS68wK1owlB/R4tctOg6p/nK2y+c2Be94uKcJuNshz/PKMNcRsHk9x988iyOrFew2wiHmq/oqW9qZvNzQio0/Rg2p6kEJEv4vh9eMpUujvsX7qURfCEVKCWgNFuY1w8FKjZPNb9d2+cOjyDkZapDSDqxdy2Wum6h4vJMDotAUiQo+39uHccCYwRBEONEM8QXpcLLb9w/DMcLYnzh4VOpilh70RnOp0MHR118qIabrzywLwo3S+jRz6LlHzKvhGHcmmJYZOHxvOXt5+dIUzKJfL0esDP4yxALmav1axqEVDh5tolmEIMQHersZcZhCvMmaRAyKmEstQg6vK/96yjh+34EoQCldKDVbBpr3SiWsJPBQlmIhUx9n2HT3AC9c846f74XFmepIixpL66MksypDkL0Aqpfe1i70JvbnDzbwD2Pnem43eZugH+898TIQm8wIeNBdrOrNRu3v+AivOLGC2Za6A2eF8G2eWFGX5MgDPXAmjSjq8dh3kL5CyX2k8nXp2vrOLPtFzp5bBhSKnhB3Ko6r7p7YmkK8+app9YLYsRCt6l1X4hGDd/3I4r1RXyQf30awffDOPPQnCh5jWnQC5PhF2Urh5BxmgUDZwR+yu+fbbHM3w/X7l/T0EvoDcc2dvHVZ7QV83On6/jMAydHapPsRRjqhXX3Z4BRgusuXcNrXnIJDq0N9umfJUxnziR85ouilUor2JK8FPspMol8fdqitnZDjmkTCYmmHyOMBByLYbnmpJ5XP0uY8bUEpCWIJnxvVvN5IaRCEOnCvX6kEXwviFHNOI3LD8S+0aq9kEqlslHNY5eWJtpgp3QVsznNLLZVt3+XwyChNzx6bAtffuw0vvRoPlMVDSacz5N0EyFovd9nd/xU0ZdZQrcXake9eUbn7YsVe5O3nxcWSuyLXmlZFgMhJFWqoAj713EhhEAoBT+MdeuIzZIxsPN1QRJSwgti2BbFcs1OfLHz/9IppQv3Bol1KsH340zjaaVSsFNOrEu7wKGUJPbBDLbN4TgcrmvBda1WGNr8zHE4bJvBslhLxNKE59O661FKMi3KdeX96EJPiI4KHDu1W0iNijbXUlhZcmAxiqYfQ0iFs9v+SMV/08b3o4nMhy+SKNLpuDSL5nGYp9qGhSrQKz5fzxKXpsEXjLoXoZGiWn8aGEtMKVWr6I0l1rIy2c3OC1Lp3DglKNTqs+nHOoTcx5lxWNGeAhDF2abcmWLBYXntIBT7XjshpGWDTKke70uSC7dSCkqZ/+vXIqUCpaz12nRunIKQvTY6zghAKaRUkFLuK+5M2zaYdRaAY/U/B2mEnlE94nicSXrDsBgFIwSRUOi+NDz89LlCh10Vga5FkHCcyQ7+yROzADMOoUU+z7z02y+U2BfdRmZZPFX0YFozr9PA2P40hEjy+4C+cFmWFqW8x6PmjWVxxEIiCGJQkrTqDWidGwc/FLA5hSKk5w52mOBLqf3fszjlpWlsN/a5vlLJbkx3ixgxF0JhtxFBCNES+m44p3Ac1io4a4ckC6kwKY5jjIBznrwm1bIoTTP6lhBkytNre17V028hjdDbFit0AUuptvn1QoGoGcJ1rX3iUvciPP38Lq66eKWQYyiKIBCwbY5GD9vgecHk7dO0SY/+HPOzGFqYMH7R/u5ZTGjObM+mvzRjVIfyB6x0TX4/iiUci6Hi8lyqufNGp1T2UjdSKTSDGIzSgYV14xDGEhL98+TDQvpxLMGT9yANQZJq6QchevKi5TBUKjYsI25BBM8L4XmRnviX2PGOsghqjeKNBIIghudFrcc1O6dKxQbjDHxI90HF5qkXkJQSUEJ69uGnEXrX0bMPihgGBOjpiQQUzWCvVsSY7XSHjp84vjXR2RN5oD/HTC/i5pRJ5O11ndh8vLcLI/ZF7+r1hSxdvv7sDIu9DsOm+3AGkYDnx5BKV6a7NpuJ/D4hyaz0HmH1WOhWPcdisK38P95CKISx6FsxP0zwhwl4N1Gs9oWAKdWthpWK3kn6QQwZCzSbIYIg7lmoOs6Crfu+SmmL5SCI0WyGIFIiigRsmyWmLPs7JhilqSv1CXT4Puyxa0oj9FWHww/2RynywLH156oZxPsWInuDWDrf32YQ41gKo6u8iYXEc6frmZ0ogcm1rxXJpPL289LVtEBiX7xFbpp8/U4zzK2tJ29GzWsrpcPYfihAk2rjUSbx5YUpHBoUZQkigTDSbWx5RyZMV0B1RMHPUqEvpGxFEvZE3galOsrkeVrgh63BxqkKH6YVIpku6HlRqzLduMuZxaFt0dTiW+lTeT9M6I23xCjDiIbBOW3ZOA8aLKRH4e4vbnvs+NZIopsVpRROb3m457HT+Lu7n8UXv7oxcloxDMXci72JPhXJrLmQ9mN+38kuihb7tPn6M1uzuas3xVphON4H0zjbATqnaidFZ2krscfFhK7Ths+8IAalpnVr8Az7rJjBN364/3GH5fCbfgzXSecLH0QCtaoNhb3Ja90XmGDI+zrOqx4k0trdUL8G43NhnOVa1fwEaKS0Lq32qbwfJvQs6TbIuxCPEJIMKRKI4+GPrQdLGWe9vetFw4tw4kwDRw8v5Xp8hp1miGMbdTy3Ud+32Dm+0cAF69XMj2nmw+c5JnnSTCJvPy9Fegsk9kWH8dONgj2zPZvFeYzRpGArv/PUnhN1bAZKCMJIFGomZFbpWTovpNTianEG1iZOeeAlA2ykVPvyw8MEP830Os4ZbJvBdTh26kHfBaeQcmCl+zi560ELOcfqPa0vigTiWIBzhuWaDVmxB4beAV2p32vU7TChN2ZRWR35huHaugA0q6VvGApUKrrNsf39euK57VzFPggFjp+u49jpOrZ2+7sBPn+uASEPJhMQ06MNg1zYNkdQYDdDkUSRGOhwmAfzUqS3EGIvZbHFeaawLRoyo1sphbMTtshNS5GtacDehdaEUpVSCKJ8i1dMkWQci5F2GlEsEEGLipAqt26DMBJglPYU7kGCL6WCJAqM0n35X2MBbLonznlNOJwNLHgfFKmPYznSDk1XxPc/T2rA904pgFNgc9vXCxbXQhyLJB/ceVuL6QhR9+dlmNBXbI4wzneBaVsMBBh5UWgW1Zx3iv3WboAz2x4OrY7uqCekxMmzTRzbqOP0ppcqNRDFEs+f83DJoVqm5zKGQfMs9nEsUK3ahUYnTJRxFuqZBrEQYj9MhMfFsmhSlDR4BVf3otx3F3lgPMUnYQBh8tlA/v37e7n68d5vPxStRUlekQghJaQiPefZDxL8WOicvFR7FyOT6zdjR43ISWDgRSsIZV8DHAXtXDco39wLzgn6few5G1x0RwlBGOsWQCPWtq1rDtrFm1ECQglE17ENE3rjqpfXRVwv2PJJBUSRQKXC9i2yn3huO7PYK6UNeo5t1HHibGOkRepzp+uZxR7Qu/tKxc58v1nBXLO7F155YxZ3s8xCiH3RYRTO0xkzbNdnsyfVtM8MKy7Mm47+fc5gMTJWft+8D3lEC8yihLHeAj3aY6pW8V136HeQ4AeRaB2DbfNWvrd7Bxy23a4XUik9Na/P73UYN9u5p+i/W7H54F2/Y3eG+ONYQoio5eAXRQJxpEP9QdcuepDQE4w2Ma8fhABuUnyXV87feBB0992fOueh6Ueopsjx7jRDHN+o43iPPHxWTm95iXlStt1nGMao1Zx9KYl5QQjdfVS02MdxKfYTYRJtd2meY3tGDShMy900+0GjWMCk2R2bgRGCIMOu2jjCpRktnAUhFDyh8+4USN0eNoimH6Nic/hRp1gPEnw/jHFgrQo/jJP2ud7HoVMG/Y15Br3HowQZB707gxZtFuvtf693+VHLtnepYmGzK/U1SOgp1R78eQm9a3Ntv5zT47UTxwKOY3VEW5RSOLZRx/WXrfe8TxAKHD9Tx7GNwXn4rESxxNkdH4czDuXRCzQdkZlHsQeQ1I4U23imv6+zXaS3EGJfdJ9j2uK8cUdmFkUv17xpsi+/DyAY4nxndvVF1WaYXLtrMwihxu4u8MIYjsUQy852zV6CTwiB61rwgxgUg9NFQqqBu3u/h32uYZRT1y8aZFuDUwKMU0TBAPOmxG8giBVc10KQmNMMEnrOaZJLH/+zbHMKQrMP5MmCrgRXrUFNhmdP1XHdpWutHK/Jwx/fqGMjZR5+FDY2vcxiD+jdveNwNBqzeX0bRhzLCRTpzX773dyLfd4V5t2Y4rw0b+bODO7s07jmTYuO/D4jsLkunOsuctNe75OpOTD5/KrD4fewj81CEAlwRvYV7rULPiEcNKmS9pL2oGEV+n442Gff5hReL0vfjJ8BQoBI9D4OxijQR+ydxOhnEK7NUW+GrYWO63JIib5C71iJI96Yiz1Gie4gCGOoCVygTRte2HZpaPgRTm95oITg2Ok6TpwZLQ+flY3NJm6+8kDm++kpeHbhRb5FMYkivXk4L3Mv9kXbUHKerjiv6cczOURGTxhL75o3LUw4HUjy+5wgjHRrnwnBiT7CkzdK6R56zihsm461k4yFAu3RFqer40WrldDzolYIXgg18MKqLWwpoj759373i4XM5M1v8d6LDgL09WsgANSQrn7bogiTjgqlFHw/gutaYAw9hb6fl0EWCHRePoxEIaY7/YhjHQLXXSSy9dn+4lc3Jj57YrsRwku8IbKwV+Q2r2Kvj7nIvL1Jk85yRf7cO+hNIl+vJ3wNvt32jIa40o4nnSWiWKDpx61K9ZWaAyn3W8AWTbv1bpq58f2QSk8YrDp7OT1CCDhnrdfU7vIlpBblQRcOP4zh9nE3C2PZ1yrYymAd2s950LFZT896wAjqgPA+0x797Z9Jy9p7HXaXJXPVtZKK+9HffDcZ1+sFcaEeEL0wA4lWl13YFmt9tqc1ZGoUNz2l5qMArR8m/Vd03n7WF0JzL/aTyNen2VE2/HgmV3WUprcpnUUiIeFHAnFifes6fKg1bN4EkUg87flYPtvNIELV4aBEj50FdGtdL2vdMBJwhnj7CyH7fuZ4n+PMUo3d7zz3e05KMTD9QAjAaWf6oT1H7/vRnr8AJckc+9GdzzinrYhKmvG7eWLqUVxH12X4oZiJKZKjDunS6Yj5lQs9mfH8Fvu5D+MXfYIZS1ecd80lq7j8gmXsNkPsNEPsNELsNCLsNMOJX2gMpr++aB+CImmlUdrc+gbl94vED8cfpdsMYqwuu5BKodEMkxSRQq8qfR0N6O/1HgnZs80P0D334+Yoe23eKe1vNuNag33p3a62wF7FeL4fY3nJBmcE9RFrYCgl2o0vEBMvnGrvNDGvVb8POjUzbbe1ccTecZycj2ZyiLZ0YJHPMcuUYj8E/QVN9xwWpziw4uLAitvxcy+IsdMMsduIsN3Qi4F6Myw8pGh2cfO8s+91/jvz+xRWYhZT1DjTdswoXYtRcEbhZazmtm2GSEjIWIfqzXvTry3P+O/3r76Pezrw9bPPzfKZ63U+Hav3sVi8t9WtoeLyjva2flX3VvIzMzI3qzhWHY4gCZVPinYPiV6mWiZtYdwfp0nTj9DwI9QyernrGhMyt0V6un2w2Na4Wa/IL8V+ACbsM64ZTcXhqDgcF7S11kqlUPci7DaSKEAzwk4j7JiPPS7zUpzXDx2ZoAjD/pGVKJat8KhjMd2LP2YVfRoioc2BXFu736WJMDBGYVk8mTEvQCk6BLmf4PtJG1+vAlApgapD0ezR5tYr3J62pZDS3mLfry2MUT2OtxeunU7o2yMmttILIz2SefgxOxaDAiZWfMco0bULQrtDDhvVYAx2ZmGozJktH7ULs4r9fBfpCSFBKT2vK/LnWuyLFrI9sc//TaSEYKVqY6Vq45LDez+PhUzEP0kDNELsNsORKv3nsTivHRPCT3v+zTnSk8q03WwQ5Wen2gs/FNrRbYj1rslFx7FoVQRLqT0H2kP1vQRfKSCWsq9PfTOIe/a9+6HY9xmQUmkf+iHn1OJs3y6VM9pz5+oMGMBjd82lHyT07UKtR8VacBwOz+sfzueM6KjCBESeEL1wMXMfskQPTFU+pdMXy7M7Pi6/cDnTfZTas4QdxSdfKjXWmOVxaVkzZ4jUZn+O2b7WzrXYTyKEP2nnOc7SpQJ2m/rPoLDsLFxYxkGHDLOfe2Nbqx+DJD3axeX3FRLr3aSozO+Rz7dtXcnc7RVgdqPt9+sl+EIo2Jz0XcD12sUrpfblyQF9Toadil6V+L3scQnpnyZilHYsyHsJPSF6h9xrRx6GMVzXgm3vnxhICEElmZIXFyz07RMdR11U6PMgZ2JnvD2i+VcUDXeiM5uV3ebedWqnEeLao2u45ujqSM+bB5MQe/NZz2pJPCnmXOyL77Gf9hfT0C8V0PCipBiwMxUAqLkuziMEuQzvEUKh2Z7fZxRhXEx+38wCsHhi7RvuhT451zO1+y0cvSCGazNEsYSQqqfgh3H/MbZBKHr+rlfYPc0Oq9dh9ooGVOzeRXmEEnBGWtGWXkLPKAVjpK8Bj5m6pv3l976LFYcjimWhIXuL0ZZxUV7Drcxs9Wmz24yS9s5sBWtxLFGt6qE4HdeeZtSKRjb93mnI3QHRmUlgIhNFV+RLKUHp9N/jXsy12KfJ5Y3DrBejUEKwXLWx3CMV4IUCklIcO7GFrd3RUwHTogjnv/b8vpv0cxeR329/DikVuK3D98Neix8KWJyBUj1+t5fg+6HoW4EfC7UvJxmEYl/4P82r7T4nvdIErE3Mu3Hb5tz3Enrb0udmWLQlirT9r21ziFinTIoK2e/Lw+f83Tce87oddnrXFakUdhoR1pfTVdd7QYzdZojG87sQAE6c2sV2PchU7LnbHL2FMi8mI/azG8qfc7Ev9sRqi9bZFft+cEZx5ICLatXGqrO3yjRfWtMSaOoBJm00kgaz0CoqhWJ2wDocnPjz55zf90MB22aoVSycS2lmEsV60I1rMe0v0EPwm37csyUvFrLnz22rU+zTRDW6hY5TirDLsc+2WM8BMu3H0EvoXZshiNK/t3Essb7iYnNH5F7NTghahklZ8/BZMSlBzunUrys7jXCf2A+rFyIEqFYdBEGU+Zqx25y+lfgkxtCWYl8QRZ/Yec55W9b+Nh+TCjjSLxWQIhw3KfS5Lz4SoZRqtc8xSuE4NLf8vnHJ29rxAaiBPfPtCKkg1d44216C74Vxa0HQjtdjJ9+dozRtVP3e3+77E4J9O/h+Ql8ZIvRZxgmbgrggEthpBK3Rv3ngWAw0mbeQx2CdtOiq8OnmdAmAs9seOCOZOoFMCyEdYVRyFMuBro+TQErVGvddFLOsF6XY92Hee9TTVs12pALafh4Lid3kItBeaDOJVIAxAwrDyZ57ISWavv6y5pHfN/nZOPGBbyajdAnB0DywGRJkQva9BD8Sct9AHKUULM46jtnY55owvAJgc4Iw6if2BO2a6tgMftdo4V5pf12V31vojXCnFXrX0eF0c/swFKhU6Fhz1S1GYVlJHj4SwBQiy1KqiTrRMUqTGpIkby0Voljg2Y06nt2oZ348nZMeTTB3m9HUxb5ol9NZ1os5F/viVlHzLvbjunVxRrG+7OwL9flh3BkFKCAVMAvnftz8vt7V69HC7Zul1ihdhyNOsZBo+jFch2nToB6CTyndN9zGC/b35XeH4dmA3Vl3AR9B57977c71AkHPL+gWesYIOKWphN7i+vV0Ly6006Bs7e7TBp0YJa36gCLy8FkxgpN3WywlpHXuFAFUMqZZSAmRY8pgnMVK3YtGGrGbF1LKQs5953PMrl7MudgXubOnyXPMblimH0WKpWtzuHafVEBzL8+33Rg9FWDMgKaZRmhnf35fC8egwzO7+n67UD+IW34Awya6+YGAzSlka9Ryp+C7NoPsOp7uyXNB1GmfO2h/037PbntcQvanBaiJxERyn9DbnCZ+B4MXnowS2LYejdvPoMa0fg2bXmby8IQQ+OHo7XJFYK4nowoOQdLdwSgI9HdP79blRKJu43wlJzltsBfmfBcr9rOrF3Mr9kUb6uwJTmFPURiT3hl3pAIO1Vo/b08FmILA7XqAcEif66yaAe3L79sUcZ+K8jTWqMYPQHv9Dw5xh7Fuldrbse8Jvh/ut9QNk8FB5mfd9rmDTm97S2u3PW6vVjvH1pX33ULv2gxhLAe+l+2jZ3vVALRjDJb6ib1xUAyjyebhs5Al721C8CbQIqRsRZymNVTHjHEdVPPRj+5ozaQxn+siayZm8bplmGuxL5JZFZw07EUlpnv8vVIBn77vBLbqISxOQAmBAlo7E/OeTqo4bxyElC2LWptTMKZzwXFbxW9ajwPj9W8sX/sVBwopIVV7GH1P8L1gf4V+GMmuz/HeRa5f+oAQIGo79+19+noWQOexmZqCbqFPU4yoWxOztdJFkUClwlrdGpxT2JxObGebB915b0KI/gy1LdKLCMHngfmOjmI722+A0qQw0UJ9fSxurv2sMrdiX3zb3fyOhp21MHg7u16UXMQ6f04A2JyBMYLlmo1mM4RKFgGzThhLwPjz2wy1qg3PHxya74URKzPMpZdpVKtwryWmnYLfvnsXUnYMoAmiPfvcWMh9uX4AraJEYL89rsVph1udHkHbKfRSSlRda+BoWovpxdEoF3/9nVRYWXLQTNrCZn0AicGE4B2LwrEtQMqJhuDzoJUGIgTpHBv2mIVoyyQc7mbVRa8U+z7oi+J8XES6mdWohB/GfXetCkAYCzBF0fAiNL2oFTK0uC7wAnT4WbvMzeZ7E0YSPJKIY5FUHg/P73fTDGJQOjifv2exKxCGbTn8OO6o0PeDvX932+dyTiG6LsCM0dbCpd0e17E6/eeNH3670EMpOJz1FXpKktGzSSdBFkw1PwBEoUxVBzBNeDIVkRIk0au98Lv0YghFhqY4ZhGziRilqn3aO3ugFPu5ZBJh/Hm1mp1Vsa+ncNHqjkoopRBGap+hC6MUnBOwPqmAacGY9oOPxd4ktL38vtznQtcPmVjvck7BKe25K/IC3conpOoQfCn3du1K6eePkvPXHpZnPS7Y7T/pJ8hW4i9u27wl9JQQgGBf37+h4nCEI1jc2hYDo52+9JQSWDabCYdLSomOVCQXd5FETcyfXoxbpDdtlOrdejmMVpqrYBe7QezVSxTHtK9B/ZhjsS/28QmZzy8igKnbcfajPiC0a0h7AeyVCgBMiDipB1B6WtwkUwGcm+FJncfant/nXPe8p+nfj2OJGHonrSQ6JsgBOr+vd5CkJfhxDBCqIBOXOj+M4dgcQRh32Of2Osvm1Lf35bcX+lEKgACc7wk9Z7pLoFf7pXGny5KX55zCTibz9YoE6bG3aqJi31EFnwz/EUl7WyCzRRhMkV7RPd9FMerOHtDRmGmKvVKqcMvcUuxzpugTOkq16axAKZnJPKaXohp33POu58zvf8z2AiihkIhTvufIDO8Z1BYWxrKVEzfT1NL07wfJKN2qyxGEnaN0YyFBpLbY3RN8iUrbNDkl91rvrCQ83+s5zQLE9OVTSloLDFNXoQhtCb3Nac8pfzwZJJNW5Lv74Yd9fov0Odch+PYC0vyr4McRzGmjd/ajHXsYSdTc4bcrCn3ei36OYh9/VEqx78Mo1aazgvb0n72DT5Oz07umfJ9Xzx/fL8CMEfAkBLvnLjZ6KoBSPbwn7UIraO/fdzik0m18/Z5eQZvsMEpQdTi8NpE1bYFVl3cKfrIrD9v+bnbD3WF6SrQxTrs9rmvtLRhcl0Mqkgh91NMylxDdnuenGAfbysMrpLp9O0Jog51xQuEmBE+ptg0SiXGPDsGP9JCpGUcwp42uaB9R7Is+sUOYxCJrVjeJcyz2xT7+PO/sZzUFkaYaV5/3yUQlhFA9W/wspkPtBLoTWoh0O7pRuyBMvz3Q7s/fP78vpEIz2VUTShG0LaKavi7ci6IYlsWTQkFdTBdGesiOts9lCCMBi9FWON/s+I09rsVoy1eg6nCIROjDMPldl9C7ycS4YXn59n74UQ1vzJCkNGJPktfGcgjB58U4gjlttGCOFlWZdh3UqPUG2Z5j9q69wFyLfXEn1Kz8ZvQ9GwilJBH72Qvjp5kLPguLLJ0K6Dx/JLEj5VQXogkJxKKzPU7XSox37O3+/KZ/P4xlz9y0Tgdo8xoTlQD27HJFLMC5FmDbUh1GO5wShNDRjTg55r355vrzz5K8uWMzSGihF7EEgYLf1v9t/P4HLeba8/B5VdHv9UzvHYsJwZvvsDkv7e2Rs8A4gjltxhHMYYZaRTOJWolZ1Y05FvviHtt8FqYtOqMwC77y/Rh2kZ/lRZZKQuzdNYGM7YWCqxVLF8HltGDp6N9PdsO98vt+KHT43OGt35tCKEqT3DbVCwLTimfscyklrao8BQVKgSCMW0NtLM7AGNP6L3VLoakXYIz0nX4HZM/DZ8GE4KsOg0eTKvgJheDzYBI7zKIYx0Uvj2mS41CG8eeQyezsZ/NNG8Qsi/2wL/o8LrJMKoAQAsIE/GQeAE+m5mVNBfTDLJRokt/XVfZ759OY7TBKUXF0T3wsJKRSqLoEkhBUKzbqjQCMEkRJeL/9VEul4Cb2uEpqsXaSWgIKoBGIVoFTJRk92ytn71gcBNnz8L1oheApBaF6XSJiHXnxghixVIXOoC+KcQRz2ozjojftnf2eKVBxm4pZfT9Lse/BLO8wh2GOfdbEPha9W7Pame/zrv9vPpdxLPftZE0qgFHSyh1HQvZ0yuuH7M7v2xSx2PPnF1LCC3ROnkAvEurNCCs1G7FUWFl2sb3j60l+IB3pgSiWYITAdbTf/sqym/wM2G3omIZj6536Pn98S7sfBqEY2TyFJwWTJHGi6QjB9/CRNyHZ800wZ4fsLnrT9kXYO+/FfWZm9f3MnDT64he/iH/37/4dbr/9dlx//fX42Mc+1vH7RqOBt771rbjjjjvwwhe+EN/2bd+GD33oQx23CYIAd955J2699Va85CUvwc/+7M/izJkzHbf5+Mc/jm/91m/Ft37rt+If/uEf9h1HGcafL9Lsas0XcB7Pe5qFikkFeEGMph/DD3XOnzHtLFd1OaoOb4Xsh6Hz+9qV0OYUVcdqtaOFkUAQCVRsDs4odhohOAFiobC+4iI2oXWhQEDAklREFOtCvrWVCmKpQJQWeoszuLZu+zPvpcUoqi5P0gICTT9ONeqYUgLHYqg4HFVXv15GCWKhoxWeH+sOgmiw5XC7YM4bnbaz80X77jgr096DTOK8j3P9+u///b/jta99LV7wghfgX/2rf4X777+/9bsnn3wSP/ADP4A77rgD73vf+zI/dmaxbzabuP766/HmN7+55+/f+c534tOf/jTe9a534W/+5m/wwz/8w3jb296Gj3/8463bvP3tb8c//MM/4Hd+53fwx3/8x9jY2MDP/MzPtH4fhiHe+ta34s1vfjP+r//r/8Jb3vIWhGFntrTc2c8X6cR+AgdSEOMsVEQick0/RjOIW3l3zmlLEF2Hd0xA60a700WQybS5isNBKYEXagGuuhy7zUjn3aXCUsWGYzM4NgPnOlRucwrH4VhddiGVgowEvCBExeGIhYQf6ra/SrIgiYRebPR7bwnRRYYVWy9iXEcvPEwO3yx6gkikWiR0M9+COb8LlXGY/kJ+ds/73/zN3+Ad73gHfvqnfxof+chHcMMNN+ANb3gDzp49CwB429vehu/8zu/E+973Pnz84x/HV77ylUyPn1nsX/Oa1+AXf/EX8c3f/M09f3/PPffgu77ru3Drrbfi6NGj+P7v/37ccMMNrRXK7u4u/uIv/gK/+qu/ittuuw233HIL3v72t+Oee+7BvffeC0CLPWMMN9xwA2688UYwxvaJ/WSY9gczO7N64Uv7JZ/6tWBEigjHxrHciwIEe6Jqt+2KXVuHzw0K2JvhrpAIM03685PQeCRBkuI5QIHRxHZYKjg2Bwjgefr7RkC0A5/F4Cb5ey9ZkLTDGYFjM1RcjorDk8fWbX5eqBcxflJHkBfj+LSXTIdpf71n+fryR3/0R/i+7/s+fM/3fA+uueYa3HnnnXBdF3/xF38BANje3sYtt9yC66+/HkeOHMHu7m6mx8+99+MlL3kJPvGJT+DUqVNQSuHzn/88nnrqKdx+++0AgAcffBBRFOFVr3pV6z5XX301Lr744pbYLy0t4XWvex1e/epX44477sDrX/96LC0t5X2oC8v0V8/7mXb4rmgmlTdWCr1TAZS0dvRVI7ZEF+35iUWuzVli5SsT4x0t4JQQEApUKhYszhAE2tZYStVy+fNDLda6AK93CD7IEILP83zMq9br8zOnBz8is3htyptRXmIYhnjooYc6dJFSile96lW45557AAA///M/jx/5kR/Bi1/8YlBKW5qaltwL9H7zN38Tv/mbv4k77rgDnHMQQvBbv/VbePnLXw4AOHPmDCzLwsrKSsf9Dh48iNOnT7f+/TM/8zP44R/+YRBCJi7083rxAGb32NN8yWf12NMw7WMXUu2bYAegNUiHUn0Rag0YSobnuI4FQRUIAMaZHi2sACjdiqekzq9LoNXaNi0jmpJZYXTBlueB2I/C5uYmhBA4ePBgx88PHjyIJ598EoCOqn/+859HvV7HgQMHMj9H7mL/x3/8x7j33nvx/ve/HxdffDG+9KUv4c4778SRI0c6Vi1pWF5e7vs7Qgg4L8aUwhRHFT0woQjMsbefG6kUdurTSIPs4YcCFWfwx41bFIwyQM5fk4hlMV0ZPqMXM3NYnFFA6R55pRTiWA+ykYlJEJQCJaTjs2/2nxbXfvezRMXhkBZDQIcPWZo1XJvDYgRhOH+rXMdioEQhzuiIZyWDoKaF+VxbyYCmIijSGdG27ZGEHshZ7H3fx2//9m/jve99L77hG74BAHDDDTfgkUcewQc+8AG86lWvwqFDhxBFEXZ2djp292fPnsXhw4dTP9fSkgPOi3vDAGB9vVbo4xdJ+7FHscDfffH4FI9GQ4e8X1IBUsiht5tFhIIWyhk+dkr3Wv8AtML3RAEgCoxasC2SWAjrEbnhDIwNHkTLf2CGz3s/5v/YSeZjdyvOTFxXl5aKm8YzaBBWP9bX18EYaxXjGc6ePYtDhw7lcly5in0cx4iiaF/BDGOsdcG45ZZbYFkWPve5z+Fbv/VbAeiWghMnTuDFL35x6ueq14PCLkKWxbC05GJzs1HI4xeJ43BUKja2tpqtn8VCtgquZhnO9YxykzOeJ8xQlmBME5k8IITAYnp3TqAjO9pZTrX64aVUqLiWHrcbxHBcOxkEEyPwIxBKWlPeLDPaFXqXHwvtITALSwDHsSCEdvabN1zXQhSJqfeeZ4UQwHVthGGc+di9ZjDV6yqlBKurVezseIWdd8ZY5siBbdu4+eab8bnPfQ7f9E3fBACQUuJzn/sc/vW//te5HFdmsW80Gnj22Wdb/z5+/DgeeeQRrK6u4uKLL8YrXvEKvOtd74Lrurj44ovxxS9+EX/5l3+JX/3VXwWgQ/Pf8z3fg3e+851YXV3F0tISfuu3fgsveclLMom9SiZUFQFNPML1sI1CnqIwON8zdTGY+d+zjlm8zcOxdmM+J5M+dotRME5BCaBkMo5VSPgCAETrNhanUFIb1NigcGwOQgkazQAABZcKQRDBshgYZ4gigSjWhX2MEPiB6BgJTAi0lW7LIEi3V+Y9NngYugtiPj7f3eiizvn7vLcbd2U9dimLu26nwYTxhdhvepUXlI6WpvjRH/1R/Mqv/ApuueUWvPCFL8QHP/hBeJ6H173udbkcV2axf/DBB/FDP/RDrX+/4x3vAAB893d/N975znfirrvuwl133YU3velN2N7exsUXX4xf/MVfxOtf//rWfX79138dlFL83M/9HMIwxO233963b78kO/takeYvJTh3FD3YhFFdo2LG8Wr3PdFzaI+5vZ243QWhQCz1EBw/EKi4lh6X2wyTYTIKCsnjxQK2bcFxSDIlL5lJT9By3fOTSvte9scs8awnjIC0ueAVVZg1j+55nczzsWeHTruSdQKM+hK/7du+DefOncPv/u7v4vTp07jxxhvxB3/wB7mF8Yma02/K5majsJWZbTOsrlZx5kx97i4kjsOxslLB6dOdPZj/6zNPzfxrsSwd/mo2Zz/l0A3nFI5jodEIxnqcdktdEF01HwuVqj+dEALH0guOIBKtaINrc72TkQprKy5Esotv6QwBalUHQRDpnRpJQpGMYHPHh20x0LapdsYBTyqVapIhgEJSAYQQVKs2fD+au1A4ANRq+pxPc6c7CuOc90uPLOHrrj9S0JENh3OK9fVaofphrsGzxvyVPScUa3donmO2TRiyMA+vZZ4NUtrd3NIuqjpC8CoZliNk5slgnb70e/fdE2ntfLe85Ggv/liAEoJYSu0vT4kO/Yd6x24xCkYlwphgddnBbj2EVAoVWzvpmSE0gK7utziFEHLgkBOT/2/HOOwxSkdKBZw6dRIPPfQANjY20Gw28drXfjMuv/yKjtt85StfxmOPPYIwDHHkyIV41au+HisrqynPbHHMs0vnOF/RaX+/53nI2bjMVh9NBibhbTztD+Y4dB+6NQdthItqf8qodperOrxlNUuNwCbmOF4QJ5Xv6Z5Pj3fl2gSny5feWNpGkRZ/mzNUKrbehQkJP9DherPbBnRagFEC12JQAOrNCJQCkVCoVW1wpq13YylRdXkrHBsnwh/GevhO1eFgKXOW2iCozSUwjCGkbB1H1WmbFdDjxMZxjIMHD+GVr/z6no9///334ZFHHsSrXnU7vuM7vgvc4vi7v/vfSbfBdDHtWfMsOqMc+7S/2ntzT4p8jtm8fs3xzr64x55n0TEFM907TDOsZJaZ50lg5ry7DoeSqq0KXofgexneZIUl4XORhM+7c/WE6JB92DZa1rU5CCOtMbV1L0LV4XpqHZGwOYWI9bFzTiGTyELF5tith3panlKwbQ4aC4SR9sNnjMJlrGPCXRgJhK3j6MzvZ0FIBdHDuMekNyghUACuvfpKXHP1VWj26TR5+OEH8MIXvgSXXXYFAOCOV38D/sf/+G945pmncdVVV2c6pryZ52Fb41wXp+3TMImpoLOqG3Ms9pPY2Rf2FIVhPsSUUkjZGdKFN9stbZ2LrNm+CFqMgjECmhTMCSEhpR5XG4444rUXxp6WJJa13aNlDa7NIKTqmB9fdTgk9AhYCqDeDMEZhRcKOJaOCLRHfCghaIYCnBGEQoBSgt1miKprQRECQikqji7YE0JCCAknaTFqX0gq1Znfd20OpVRHimEUolii/RPsuhYABduiEKEHm+vFTSwkNre24HkeLrnkktbtbdvGocNHsLGxMQNibwYnTfUwRmKchYo9ZU+BSRR0zqpuzLHYF/fY8xzGl0m+s9vFyZ4x57NezOJgk1YVfLKbNDPo9Z/O29qU5uaeZUL9YSwGiqTZ7bbfxuzwBYgekiMVGol3gcUp4iBuHWf7Dsd87i2LwfNjVF3eGsJjWRyMUcSx3IsMYE/kXZshitW+fLtsW4Bof36qz10OxVGUEt0iGEkwu4IwRivSEPgeRBxgbWUJVYfrrgAhUXEr8PzmkEcunnmMXhnGWajY1rR39sWf91m6frUzx2I/mQK9ecP4n7dPQgN0T/Q8MK3BJroKnuhiMWg3P21Ekz4Eb8bSjorFtJVoLNTQlAtNBt94QYyobbNvFicyEXoRC8SJX4Rj6dsTQlpFgJEQe74SstOjwQuEPp5YggoBKQm4xRDHSRtfGLe+K36oIwFVh8Nr+3k75nwCOtLEGUEQjtabT4iOWPQLx0oFMO7o4+J7J4goAUCh6vCpGgTNc8ug8QcYhfNhZ1+kXe44lGLfB91/PJtv2jCk3H/szpRX1GmZxM6+FYJPduvmgh9GCsDoO04pJQjRO+C0LUk0KUYTyYz3Xj3z3VQcjjDWRXntWJwmRvb69UWhAIGCEMnwm+R2ZpHAGUUsJEw9XRQLEKLD5bbFEEYCnFLE0D9zbJ5My+OIYwmbM8RibzcvpUIziFvnd1BEIowEwmgvCkGATPl9s5jtJ/aVim598n0P1Wq19fNmEOLA+sGOdEhHVwA6F3pFMd9iP3qtwbQjjOMsVNI/R7GPPypzLPbFPv6shZOzoMW+80vl2POys89vkWUMXszjiQEh+DwwjmLDxJ4Q6LnxAIIBefhuHJtBKXTk5Q06jC7BLa7b8IIYFiPwQ30cFYfvu5+OIuwdp1J6IRTGEpwShNA7dtdm8EOBIIz1QqNN8AlRrYWBwZxfN5mWN6iVUOf39XFlye+bc9xPdJaXV1CpVHDixAkcOKAniUVRiDOnN3DD9TfuO4Ywkuhe6PVL4eRR3GVaDeeRcRYqRQ6gScM4C5X0zzGbujHHYl/0zn52V2jDkFLuE0zXno+3Wikgq9uktm7tvTPrVdVdJELIvtMS7WT2exgL+Bk89E0vey+RB4CKy+EHMWzbagm9Y9HWzp9SkogZkvx+8vMej8UYBWKJIJItAxyRdBco6IVG1W0TfABxLODavKMyH9A7dSCJRESilSboR5b8PmMUzaaPc+c2Wz+r13dx7txZ2LaDpaUl3HTTC3DffV/BysoKlpeX8ZWvfAmVSnVfL34/+o0N7lWcGWVMBWjBnE+1H2ehMhs7+7JAb64oWux77Y7nBSkVrK6wvTsnO/thee/u9qu9EPz+ndk0EEK2huJIqbRoWRRR3NtedhCEEFQcBi8QiPsIvSmic5w2oee0I8TvWqwVPbCTvD3Qu1DJfKuElK0dfZTk6M39vCCGY7GW4AN6d95euNeOF8St3n+/Tz6/m575/UhACB05IYTg1KlT+Ju/+WjrPnff/XkAwDXXXIdXv/o1eOELX4Q4jvFP//TplqnOt3zLvwBj430XekWGCCFJKoDsa7vsZli9wawz6kKFEjL165D5XhZJubPPmaLPZ6/d8bzQK2c/7S9ZWkze20rCp5RRQKm9EHxX+9WsIYQEJcByzYHvRwgiMVLut+JwRLHcl5c3UKrFpVvoLarNbwwWpx3/bt9dxz22Z+3XwfaLlvbJ12NvlcJeqL8l+Fro+wm6aQs0EZjuKMAguvP7rsMQCoULLrgIP/qjPzHwvi996dfhpS/9utTPNSqDZgV0pwLMWZ9vsR+h7S5pIZ0mlJLC7Ymn/Rr7MbdiX/Suu9fueF4QQu47P7MaxtfFUXonbMKDjAIqMWQpJLleALofnusCt0iCUDKSiZGd5DT7hewBHUYmiVd9u9BTAoRdkxoZI61qfc5oS5AIIT0XIe0Fgn4Yt3ZCQqqO3b2UCorqi3674HtBDMfWFfu9wvZ6sSZ1a6BUiDKMpjX5fZrY81Ycrgf9zPBnpFcqwLZZy1Wxwyp5RsYGD2Icm1/Xmf6GQ/uPFDuGelY3ibOpACnobi3Lm16743lhz1hnL2RlcZ33zaO/eVT6DUPZd7GmZG7OfXuIea/QjKJSsTJV5TNGYHM2UOQB3T4XSwkRqw6h10UmtOWzAOhojh+0GSu1FeRZnPbciYqkOl9K/ZAVey8F4IcxbE5bHvhRrE11wlh0CH4Q6h08paTv580PdQtg1dWRgLQ5YJPiCcO9yv29VEk+/ftFQylFEMb6fWujPRWQdQjSpBjHW34Woov6mlhkl0W5s88dnfcqziBBh/Hnc2ffS+wBYKliYXN3vKlsaeg35jTtxVhXtM/mFwboLB4zIeZ2pNRuepyzoWJPkjxm0GZx24/2EHm70EupRbfbWKd7Zx22HQsbsJiyOGtNs+s03QFI1/2CSLTt+PcEP0yiAr0K9/YeT2nrXUpRdWiqrgR9TlWH2HTn900RpGk5nDW0GdD+z8XQVEDHeON8ugKyYi6Jo4n9dOWml5FU/s8xu5oxt2IP6DevqC90P8GcB9otc9uL1pYqdq5ir6vg9cWVEEBJncsVMqmCHzG5Pq45TRGYsa6mLWzYbiuKJGybDfz8VBzeMUFuEO3Fb+1Cb8LZ3Y/hOhxeW77f2OO2GLCWah8640faPjdOvmdBuL/y3gtiVFzzfJ2CH0Rxz+NrR0iJZiBhWxQE/dMfjFEwRuH7/T9Ye2kKfQ70MacrCpwEoxTnDewKMFMTpT6PkUg/TGkUxnHPq0y9OG9v6FNxzzHDm5RpH8A4UEoLm2BlFhHzKPbGdrZ7d7xctUZ+zFYIPommxEIhjkXmCvM0mCK9aZ/79jy8Hw7febcTxwKWxWBZbF+41uYMhA7Oy+8dg9759xP6XhXwjBKEXeLQfRFSGc6rNs9pL/KT+6Jqnh/33eF7pnAviAfmpE17oGuznuFry2ItT/5hKIVWe6PJj4sZyO/nubs0nhHtEEJgWxScEqhWKkC2FmvjMo4pTdUd/fqTB3vnvrgwfin2BVHkie23O54X4liHkdu312nEnlECi1MdrjUhwwwh+DyQUiXmOp3DfCZFu5VrlqrxbqJIwElGzZoRso6tfefTXC95Ygjk9RF6x+6d429vrwPQYY9rGBSZ6BaibkGJYtm2k98jiESbwc5+wXdsjigenp/3Q+3kV3U4/FBAKpVqV98PkTj7AZ2WxFmKA/OCMdL6fBeBSQW0zwG0LYZvf8VR7DQi7DRD7DSSP80w83d6nJz3OJuNPKC0+OFDZRi/IIoUe7M7nuWV2iDMzrKd5ard+jujBMtVG7ZFUfeiRNS19Wke41jHxeTt42ILZ1sMy8OPgn4PKGybgyQX4X6tdN3Yls5NG5HuFnpdbCn2LRpszvYZ9rgW62i/Y5QM3Ol1LwTa7XMNQSjAKO3wtZdSQRIFRmnS3tQV0m8V7mFo+5NSQDOx9HU4AwhJvasfRPtuuH3Y0KTy+3oBO9lo1WrNhsUZDq4yHFx1O37X9OOOBcBuM8Rucj3oRb96g2EQQrBUma7Ym4VWkcyyXsy52BffftfPDW3WiWOZjADdo+pyvPyGI1ip2ahVLFBCsLkb4B/vfW5KR9kfU+BWJFnz8CM9BwDbsbBT94c6yBkqyY7W7P66hZ5R07Pd4/loj+HAXdcfzuhAZ0EhFTgliNuOlzHSUYMhpUoMfzoPIk7G3kpFegp+FOvjN4Y9w4iFBAjBypLdd279qATt+X17b4xwETu/+++/F08/8zR2trfAGMORIxfgZS97BVZX11q3EULg7rs/j6ee+hqEELjkkqO47bbbWz7/o7K6ZPf9XdXlqLocFx7Ymx8gpcKuF2G3EWK7GWI3WQh4oRjZDKjicPApX0t12rfY6GQp9gVR9ImN4/7Wp7NOHOsvpplaBujCq0sOL3XcbqWmRV/OSgVTQhwrWBbJPW/fmg+f9PFnycNnwTj9NbwIQgG2zeH74VAhMY54hm6hN+9p0EMoexXCtdvjtn7WJdy94JwibnuOMNyzzzV4Qbxvxw90Vuj3EnwhFWTUu96gG0IIbJuh4YUIktx/GI02Ka8fun9fv4ZWfl+pnud4VE4+fxI333QzLrnkInheiC996W783d/9b7zudf8KnOvL8Be+8DkcP/4s/tk/+yZYlo3Pf/6z+MQn/h7f/u3fOdZzr9acTLenlGC1ZmO1ZuNo288JI5CE4uljW9hpBJlSAdMO4QP6Mx0VXLNRin1BFH1ihdAV1fNIHOshIZyzgSFTRimWqhZ2GvnumsZFSnP8dF+x2SjYFgOnBEEkU+0oR8VEC/xwb/RsEMSoVCxYlha7XhACuNZgoQc6+967799rYl53/h5I167aXpEPdNrndjxvn/t7wZ59bi/BV0rn0bsXN/uO3+basS/cs+qlGa13s9Cd37cSX4Fxoz7f+i3/Ao6ji05dN8KrX/0N+NCH/hhnzpzGhRdehDAM8fjjj+I1r3ktLrroYgDAq1/9GvzP//nn2NjYwJEjR0Z+7kE7+yxUXRuOw0EuWgaw3Pp504+x2wyxPSAVMAtiP2rNR9bnmFXmWuyLPrF6qMn0P6SjEsfap33YB3y15syc2APtQ2VGE2eTh49NHj7fw9uH2XXuF1eFMNTFer3yzowRcNppa9tT6AfshCt279/1ioqkiZT0ukUvs5Ag6j0EB0DLPrffDh/QQuEmg3K6j4tzXUzn+1GHqJuBOaNY72ahO7/PGEEQDh/o0w/G9naWYag/jY6jd91nz56BlBIXX3xJ6/arq2uo1ZZw+vSpkcXe4jS3XLmOEu7/LppUwAVdqYC6F7V2/4fWxktFjIt26CRlGH9emcTOnpD8Q8mToleRXi9Wl2wc25jAAWXE1B1k8eI2O2uZhGEn4T7mWKw1Ea4fcSzAOU3C+VHr9dgWg5SdLoK9hN7tU3kPJDuWXn3YnPZsNYtStKv2KljT9rn7awViIfumgvwwbvX49xN8P0kHSLLXbqfD9xxxLPpeoI31rmNzKClbzn5FEETaN8K0QpqfpY0smOE9ZizvF+7+HI4cuQDr6wcAAM2mB0opbLtzF16pVNBseiMf98EVd1+UZlQ4Z/BS1k1QSrBSs7FSyyeqMC5mY1ik2JsFxawyuzGHFBBCCt3dmw/GrBm8pCVtzcH6Urac3qRoD+UPwhRYVZKQrxfEueZb+8EZRcXmCKJ0fgNBEOuagcTsxU085Nsr43sJvW3RVg96L2xOewqt1eO954ymsqaNhNw3bEop7TvQTSxkX99zpfTAHZ54PsSxRBjGrYWPIUyE07GYfj/dzvD9IIIwRiQkqi4f6AyYB6aY0w8FKCGouBxOilQfY7oKX0qFz33us9jaPIdv+IZvLPRYAeDQaj47appYWPfa2c8DjFEopQrtuph1nZjto0tBkWJv+mFnOQ8ziPYivUGsLzsz+RqNNWj/+fAUVYeDEr2z9ZJccNHo0bN6kIuXIYSslILv65zz2orb6iE39BJ60y7Ur4DS6ZGTN4Q9djFpK6KVUj0XC/3MeLxA9H1sIXQLq9lh9hN8ISXCWGBt2QUhBEEQpd45K4VW7r/i8EEGgbkhpILn64UlZ/qz2OucAWjNSfjc5z6L48efxT//59+BWq3W+n21WoGUshXeN3ieh2p1dME+tOYOv1EKTIRwlLa7WUCf/2KvDbN4DW1nto8uBZPJ28/naWov0hsEpQQHlmdzdx/HsjURD9BiVXW5HsgSSTSDONfK7GG4DgdL3O9GWVgopdvaItH5vvQSekIATulI7meO1bswM8vGl/VobdX2uT0WAUrBGrCoDCPZsQPuJ/iWxRDEEoyM5jJnRulyTic6eCUW+rMYJa2H7VEG8/n99Kc/hWeffRr//J9/O5aXlzvuf/DgIVBKceLEXhvs9vYWGo06Dh++YKRjsi2G1ZzC6DyZNDiJxXQRZBlKNc5zzDJznbMHig+dzLPYA72d9HpxeK2C01uj5waLQk9hs7BUtRFGYmJ5+G5si4EA+wxrsmAGmuzUA9g2Tzo9FBhj+4Qe0NX5gyIHgzzn+9WzZLlW90s/tk/Pa8eMt+2XQvG6qu+7c/hKqVbHQjMSqNgcfiRGEhidz9epEiFUz06FoujO79s2x8c/8Q944onH8Y3f+C2wLAue1wQA2LYNxjhs28a1116Pu+/+PBzH0a13X/gnHD5ywcjFeQdX3NxyyLqrZz5D+IAW4jQpoXGfY5aZe7EvejpaHEtUpuz8NA5pi/QOreYT7suLVj88IRBC53MnkYfvhlE9PnXcfnyLUyjsvYYwjEEIb+1qu4V+WEvaoPGxvexxDVmiIP021oOEc5gwN/3OwTjtgk8IQRTFrYp1L0wK9+ToY179xAim4ujaikkW2pr8PmEMDzxwP6QI8dH/31+A8b0o2u23vwbXXnsdAODWW28DIQSf+MTHIKXAxZccxatu+/qRn//Ien4V8FmK82YRxkhhc1T2nqMU+0Ip+gTHsQClzhxX5O930uvF2pIDznrv2CaJbemBO9qXPjE6YRSua030PcgyenYYrq1nvu/X2b2FavsGrOIMFnpAW+D2a8Prtsfdew6SaYfb77Og7XN7Fw2GKcxy/FB0RADMJDi9UOhcvIeRAGO0p3lPWpTSoX3GCCr24GhJ3rBkvsGP/8T/u/XZtXjSvx919u8zxnDbbV+P28YQ+HYuyEns5704j3OWLCTP37Y7YAFy9pTSvuHGPDB5z6KtW4siikTLhWwQlJKp7e5Zdx7e78zDm1zhpN4D19YGPF4Qj724qDocQbhf6Ltz9LbNYVls31z6XliMDhSsfkdsMZopjB8LiX6O1IMW2UHU/36AFt84lrAYTdIZOnTfK4cP6Pc/iuXYOXghVCta4KSIduUB5xRSds6ej2L9GTfWwhUn/y6C5aqd25Q5bWykCnefKwrLMpX4xYm9aa2cZeZe7IHiK/KFkDPfVtEPY+LSfQHtRbspRtEYFzQnGVva9OOBfdK69qDY98DiNDGIEWPneAnZM8Hp1tduoQ+CGHEsUK1Y4MmFaRCc9xdtRgmCqF8/fvaLkcV6i6Kxz+2FkBJujxa9dqRScCuW3rGHOnTfr2gP2AuJV53xg5FhJFqWvrzANKBpDR7kYGkiR1Lpz4trs/62hBnIa1cPaLGPMngKzBrDXETzYNZD+MCCiH3ROz7jRDevBEGcSuzzzPH1w7X1TgamHz7lbsHsKop4r1my8Ijj8Ubatj9ev5a4XlX3gG5pisIYCqRlJNSLfmNt23/f76I8iob0C00KKQf2l3uh6NuGpi1jbQipoKRE3PYZGCT4wJ4rXx6bKC+IIaSOvhSxKzOL0zThb5Nq8EMBRvYWwqNyJMeFu22zwovbiqSf81/ezzHrzP4RpqDoE23cz+aVMIzBkjneg6i5ViFjKO1WK1LSDx/EmQfvGEMMy8rvfSBEF8IBSStdDo+pR7j2drTrJ/SAXgQ1/Ri+H+mCsorV8/0adtoG9RKPMuxokAYOEsh+/hScs6SGRMH3IzS8CK7bKerDBN8LYtic9WwNzIrx6GdU5/PzxEraH7OedtM+GCRtjhWHZ7r+uDbPLSVnCifnWeyHRVfyYB7SvPOrYG0Uv7MXoJTOfAFGP6KkCjnd7j6fHQFjFFXHSvLwYl8efhTM+5BHyMy1GSxGk+PKJz7pWgxCKkQ9dhGDhL69Ol1KLYJCSDiOpQePJKJacfnAIrV+9riGUYovBy0ejH3uoN+7yWeOEB2xcEwExd8blOIlFfodxzpE8INIgBDdBpgHsZDwEmtfO4coHuc6hzvujjIWsjVbIG1+/+JDtdwscm2bJZbF8xnD3yvOK3f2s3+EKSh+Zz/fRXqA3t2nEfsLD44u9iYP79oMUkg0gyhXv3Ih5Nhz7i1OW/Pi8zy2isMRxL1bu9IKvUEphSCIEQQRGKOoVCwdSh1ywRrkjscoGcmcZ9ACoZ99bjtCSliWfg2EEPh+lEy967ydH8b70gLDBD8WErFUuZrnGOtjLaqjX1dMnjjP7pH2/L5r877pjKOHa/t/OCKOw3OZOjktJlGcR2mxtu15MftHmIKiPfK1p/X8FukBWuwtiw2NThxadVu7sbR05+H9UOQSEu9FFOmUStYoi1mImJ1SnlRdnjjq7f/dIKE3o3D7EccSnqd3+avLFdg2H/g5HxSqTGuT242QamAR26DUAOcU3OJYW6kku/mw70VXqaQ2hmcTfCmTwj033xC8TuuoJJ+f7b6M0SR0XIxI6mLFWI/77crvV10LB1byCeHzJCUV5Px9mSSTKM6bF12Y+z57g2UVa4cYRenMaWYVM0PcTF3rByUEFx+q4skTOwMfz8yHD+Ni58N3o4sl5dDX0U6/0bPjQimBbdG+PfGDhJ4zilgOz+cqpSCFxLmtBiyLw3Ut3YoWdU6DM5PlBh3rqGj/hd6PbXzhO/vFKWybgVIteJvbHpRUw+sNpAKlCoySjtRKv2l57TT9GFWHJ/MRRnmV+5HJbHuLUzBG4AfpPue23XuUcRGY/D6go1bLVQt1Lxqr9uYjH/kw/vIvP4znnz8JALjiiqvwIz/y463+/yAI8N73/g4+/vH/gygK8YpXvBJvfOOv4sCBg+O/oJyxLFb4YmVeIr5EzavZcReeF6JeDwp7/ErFQq3m4MyZemHPUTSrqxUoBezsDLbFPbfj41P3ndj3c8YoHM4QSzmywUkeGJMdk9vuhx49qwZOjBsVzigoQd9UwCChp5S0FkppaDegYYzCslgyRU0iiiSE0DPlBy1mBlnrck7hOBY8L+wZdq64HN4Akx8tsiKZP6+jR0LoHbl5vEHP341rMQTx/lYvs7s3u/1+942EzK0Oo+OxbVOTMSCCwhkch/c9l5PiwIqLS48s4ZJDtcw1CJ/5zKfAGMXNN1+HKJL48If/Ah/60B/jD//wv+Oqq67Gf/pP78A//dNn8Bu/8RbUakv47d/+v0Epwfvf/4cFvZrRoJTg4MElbG97hRYYrqxUWpMsZ5n5iD+koOjVVZjYbs777n6YuQ6gp+AZQw5jNdqRh5+yucaed0Dv12IqmHX+NX+hdyzd3jaK0JuisrRC79q8wyZYCF3cZgrcbJuhVnWAJG/YL+Q8SiV+i36tfMlERcYZKhULlsUgpYTnhR0FeIDOyactpvMTX/xuhoX0zX0pJfvSAXngJ3MZBhXJ6Qr8ydry9uLcjo/7njiDv737Wdz9yCmcONNIfUy3334Hvv7rX42rr74aF110FP/23/40KpUqHn74AdTrdXz0o/8LP/uzv4iv+7qX44YbbsSv//qb8cAD9+PBBx8o+FVlY29SX9E7+/mQ0fk4yhRMYiCOlGquxV7PUyepe+7NqNCi8/CjEIYxKO1sJyRE7zJlW2gzbyoORxiLvp0Fg4Te3D9t2oMAfXeoxozH86LWJDvXtVCp2HBda199Rq8OgbS0HwOlesGrn8uC41iIhARRCp4XIujjOqhUtlRCM4h7GuikEfwo1oWcRUy9U0ldCrB/lK5lMRCCmSpok1LhxJkG7n7kFP727mdx7xNnUn03HIcnI5kDfOxjfwff93DzzS/Eo48+gjiO8bKX3dq67eWXX4ELLrgQDz10f5EvJTOWxRH3iBDlybwU5wELlLM3RXrF5u3juRZ7KRXiWCQVtvu/8DuNEMc26jh+ul6YWOaFeS36Cx3CTVq6Bnmyj8swz/ehQj9kuM2+2w95PkDn9MNQwA/j1neAcx3qNzanlBKEoZ4ep/+g4+/tELLnVd/6O6WoVGiHh70O08uWlXHV4UMvqn4o4NrD7YANzSDuefs0OXwhFWQkhg4UGhWTK7c5A6HalW+vr36WlsV7hJHAsVO7uOny9aG3ffrpJ/Gv//X/C2EYolKp4O1vfxeuvPIqPP74Y7Asa9+I3gMHDuDs2bNFHfpI2PYk8vXzIfTAAok9oFfWRRfp1WqzOfc9LWEYdwzG8cMYx083cGyjju0Cax6KIIoEVpctMGKj3ixuIhchBI5FxxJ612bwM4gOowR+ivBjuz2u9pwXrSpwPcCEolbhYIyAkN7+3WbAUKWyf/a5UgpS6qI5PxD7fN4Npu89TRFemtsZwlj2THukEXyl2gr3cjJN2n98+lyvLjsAofC8dEWj0+LCg8Nz+IQA1157Nf7kT/4MZ89u4ZOf/Dj+w394C97znv9nQkc5PmbHXXx//fxs/hZO7NNWaI9CGAosLekw5rwOhQiCGLZj4eS5Jp4+sYPTW954+dwpwSiBbTE0vQiM00wCkul5GNVCN2A3OkzoLU4RxTKT2Nh97Hb3PXfivNcL3TIqEIWk9VjdO3cASTSAtTo2lNL3bd+hVmw+sJVMSAXXYUMr1qNYZirWk1JBEZKMKO08g2kEH9iLEPSePDg+epqgQhxHqCSRiFn9Tl12wdLQ2ziOBdu2ccEFF+Pw4Ytwww034pFHHsaf//mH8I3f+C2Iogi7u7sdu/tz587h4MHZqca3LJYM7yl2Zz9Pkd6FE/siac/bz5vYK6VwetvH8Y06NhuhHgYy46H6XuiCQdbqMyaEoMIpLKv/xX5UzCz1QQWJw4SeUQKo/rn33s9LU4thGmez9luYEH531R3nrPX57kWaXnOS0n0/iAQYpakdFaNkOpyU+/OvaQXfD0ViZTzYj2AUdLpEp/lCpRdPFZ5usTZJKg7HkbXh8y9c10IYdhYZKiURRRGuv/5GcM7x5S/fjW/4hm8EADz77NM4dep53HzzCws79qxYFk9STEU/Tyn2U0GbWezfAeTJPObtj23U8fDT5/b6cS2WFBORmc0v9sK1OYRUHTtZk7N2nHx7m11bV/MPOj/DhJ4QndMLMhZspRXNYfa4hjzOSZpHMPa5wzRcSoWKw+AF6Y/LTKnrJaBpBT+KpR5S1NbKOC663ZDC96OWsAgh4SULFHPss8ClR5aGDvxhjOJ3f/d38NKX3oqDBw+j2Wzi7//+b3HPPV/GXXe9B0tLS/iO7/iXeM97fhsrK6uoVmv4nd95F2655YW45ZYXTOiVDGcS+XpzDZ0XFkrsAbOiKzqU7xQWNi4CzkjHRVIXtjFwXnxOKw8sbkLpvb+8ZlCRNtoJx35f0oSZhwk9gKG97z3v43D4Ke9j0gOD0CHm8cU+zW5YqfSv2QvioUZAve5TczgaYwi+LtyTQ4st02A6W7R3/P7zY15bxeGIYjnSbIK8oITgiguXh96uUrFw5swZvOUt/x+cPXsGtdoSrr76Wtx113vw8pe/EgDwsz/770EIxW/8xi8npjq34Y1v/JWiX0JqjINhGcLvZGFMdQy+H2F31y/s8Y1Rw86ONzdhcKkU/s/dxzrE0nE4KKXwvOIK28bF5OX9FK5oZlLcIMOVYRCiC+m8IXnnNEKfJS/d/vyc0tTibLHht7U5axWR9WOYqY4hza49y645q9gbBlX0pzHeMYzyHnUch2v8/ocvMCklcC2Wq8NfFi45vISX33Bk6O0OHlyC74doNGb3ujCMSsVGrWYXboC2ulpJ1cY8K8xP30BKil5tSakQRWK+3mRCcPRI53CMOJYz3SNacThA0NdzvhsTzjfucllhlMLi+Qi9a7PUu/PO+/HUQu8kTnHDYAN87bNiseHfLWOfmwYTms9KEMm+FeVp+vANXlK4N8qEOM717rHXUJ9eGOtdTulIr3lcrrlkdeht9AaAzHxHwTD6tRbnzbzt7GfzSj8GJm9fJGknyM0Sl13QGcIzxViz1ifqJiNGvSDOXHthwql6Bnf6+9k8MUMZsstMI/R6J52t8h7Qn9sseeRhY04NeX4T0priZBk7G8Yys9jutQP2fp4sgu+HApyTgcN+uhkWvh9ElAxicux8Rumm4eCKi/Xl4S3DlYrdYXE8jxhXxzJfv5/ZutLnhDVk7Oa4aPe2+bLOXana+77wcSwSi9Xpf2gtRvWOOBkxOiraJTD9Z8C1OWI5PJ+aRugZpS0hyorNSep2LUKQqgcfGNMmt8fzpiFLjYAQct9o2zTEQibeAb0PKovgh5FenDkpv89OYiA0zu4xCJNRui4vfHNydYpdvTFimvddvbHQLtrFcJ6u/YYFFfti34g4lq0d5DxxxYUrHf82fdPT3N1TSlB1tODmMT0vSzi/6nL4KXYyaYSeEL07HKUYzrGGpw86bm/z1P3io8yw70faSEsUS9hW+s+UH8awRki9hJEYuFDIIvhCKIRxb0/+djhnmcL3w/D8GFAYaZRuGpYqFi46WB16u0rFbg0vmmecxEmz6FK0UuxnhDTDXsYlDOO5mHTUziWHax27l9YM8Sl9cCsOByUEzZR5+bQYFzmTg+yGEL3ASGOjmkbogdGLzUYi5cmilORaAZ7lsXifEHsvVNKbPgp+Hw99QxbBVwrwwhhVt/ftzOje7vHC4yJMPp/RkaIcg7ju0rWhkTtCSGtS37xj27zwEL6OHJZiPxN0D0gpgiCIWy0e8wJnFFdc1Lm7N613k9zdOxZLdrNxYe1IZiCL41gdFztGh1vfto4zpdBXHd63LXAYZjpfWrQ9brrbj7JbHoSQKnVu29jnpsUP45EH1/QbmmPIIviAttitOLzjc2MEUUpV2O43iiWCUI8rzmNqX9W1cPTIcMe8SkXbZxfpPjoJbFvn0YuOTlgWn4nUZ1bmR6kyUnSIPYpEIibztbu/6qKVjuIuPdRkMtP8GKMts5pJ7IJN/t68RxbX9Qlp0gVphd61R+/XppRkHsFrxuumffy8SVtpL6TKvEuVavSCQi+MB+bcswq+HnJDwai2YnZdnacPguIF0Q9jxEKg6nBkCJDs49qjq6mKHysVq8MUaF6x7XyNtfoxb9d8w8KK/STekHkM5Ts227faj2MBSouLUpjRs0qqkXfAo6BHdOpiypVlByJFIR6QXuhti45VTOhaLLVlrCGL7W4RkEwLiGzSHUYC7ojfJ5VYEg+KUGUVfBOdWK45IIQgCCYniErpiAUBGalVz7V5Sh9847cx37t6QH9v3//+/y9uv/1l+M//+d2tnwdBgHe/+z/i277tG/HN3/xq/MZv/BLOnRt9Qt8k0sRFsLBizzkrZGfTju9H4JzNXPvaMK6+ZLUjDGVWw0Xs7msVC5zqsPk0hoNIKcEJgZAApcNfX1qhZ4xCytGr3S1O4WVc+KS1xzUUcr4zPGSQ2OdmIYzEyLvZWOg2vkFtiVkFn1ACCYBitC6LcWmN0rVo6m4BALj20tW+rYnt1GrO0M/6PGDbHA8++AA+/OE/x9VXX9vxu/e85y589rOfwtve9k685z3/D86cOYPf+I1fGul5tK7M1/XeMJ9HnZLJhPIlHMcafuMZYqVq44L1zoEYUSRyrUFYrdn4+hdchK+77jDiKe1GCdE58Z1GkBghDa7QTyv0hBAwmq1grRtGSeZdYtYcfDTEOW8UskQWlALcjG2wQqrM92nHzJUfRFrBN78Pghj1ZjSwLqBowkgiiHQ+f1gqpVaxcGVX500vXNcCpQSNxnyNtu6FlCHe9KY34Zd/+Tc6pvHV63V89KP/Cz/7s7+Ir/u6l+OGG27Er//6m/HAA/fjwQcfyPw8jjOfu3pgwcV+EiF235+/UD6gq3TbMbv7cUNUjsXwomsO4TUvuQSH1yo4sOLi0hRFQnlDKYFj7dmhGrOQfhX6aYUe0KmQrLn2dgbZvQ6ie6b7IHgSecibKJaZCu9GSTt4YQxrjGiZrtAfvAAfJviU0pZxjilibQamcG/kQxsbP4whpGx1svTi5isOpIpq1mr2QuzqCQHe8Y7/gK//+lfj5S+/teN3jz76COI4xstetvfzyy+/AhdccCEeeuj+zM81b+3W7Sy02GuXo2KfIwgiMEbnrhXjwIqLw13jLrVZ0GidDJQQXHXxKr7x647iyotWOi5EN12xPtbFOyv9BufonOv+Cv0sQl/JMKimF4RgpHCwY7NsrW8F1V8opTJFGIJIZI5IKJXeIbAfzSDq20Jn6Cf4lBK4rq68727j0oV7rHAjnEEopY+D0P35/IOrLi4+VOtzzz2qVRuELMau/pOf/Bgefvhh/MRP/NS+3509exaWZXXs9gHgwIEDOHs2W96eMQKeQ5fEtFhosTe2lkUSxxJxLOG68xXKB4Dru3b3UqpkIl62c3ZkvYJveOkleOHVB3tagLo2xw2XrY9zqKlxkhn0vabBKaUjMYBqDTHJJPQjTLHrxrV5ph26gWVctRaZVkyTC27HymCwY/DDwYY5afACMTTP3S34WugtSKn6tqIFkQAlJJMtcBEIY71rMdiW7jS55cqDQ++nh0bZ8Lxorq1xAeDUqefx7ne/C+94x3+EZdmFPtc87+qBBRxx280kTBaCIEKlUuwHrQgOrVVwcMXF2Z29KYFRJOC6OlIxbPztUsXCzVcewEUHh+8krrx4Bcc26tiqF7eTqCT97oNy4aZC33WtVn9xqtC9xVJb1PaDUTJS9X4We1xDkbWQJKPGDRvD+/9v791jJDurc+/nfd99r2t3T/fcZ+yxZ3o82J7xHbCxseEDFJyEOAokOoKYREgJAkSCfI4cIidBMZb8AecgUIgAoQhClBh0EsUJfyREfApROCcRMXYIjjk5YAbHV2a6u257175+f7y1d1d3V3fXZdeuql3rJ5X6Ut113bWfd613rWftRhhGI42SjqIIfhBCUfieI3q7x+MqCu9E9HtXp3udQVLDbsmkSVy0ecXhUl8e+JYlz1Wt1uyb6Hz/+/+Oy5cv4R3v+IXkd0EQ4Mknn8D//J+P4eMf/xQ8z0O9Xt8S3V++fBlLS/svjLohsZ9ysniDHMdDoaBD18e/sEibMyeq+NZ3X0x+ltG9rMz3/aDniVZVOFaPL+DUkXLfHQ+cMdx4Zhn/33f+cyzRxCDjSpNBKkIWye33eBTB4QfRyAKqa6Iv176d/zf41sE492EHffs8PxzKYdDzR587H4QRVM72Hc/bfQyEYX/vdRhGyeS+UTM+oxJ/JveDczkKutVyx24pmwW33/5a/OVf/iU2NlrJe/bRj34EJ0+exH/5L7+MlZVDUBQF3/72P+H1r38DAODixWfx0ksv4lWvur7v+2Fstmah9CL3Ys+5TOWP01UpHntrGOrMif3BBQtLFQOXNrZG94rCoShbo3vGGE4cLOLcycWhUqzlgoazJxbwvWcvp/LYgc77q4iBTrbdqXtNUzrvW++UJuesY34zWvSmKlz6oA/FYCdlxgYbRjMowRCR+rBtsG0vgBBs4AmI3Xh+CEMTaLtBz1eyO3Xv+/H46v7OGfH+uWnIBdmk9HP1+EJf/fiFgo4oinIR1QPA0lIVlUoZ9frm+cswDJTLVZw6dTUA4N57fxaf+tR/R7lcgWUV8D/+x/+La6+9Htdee13f92MYs+ma103uxR6Qb9S4LRRt20WpZIBzNnP7YNdeuYS/f/L5ZKUfRfHevUiGSiyVDVx31RKqxf3ThHtx9bEKXrzcwuWurYNhUQQH71GItxfb9+gdx4NhKND13oKvKTyVNK3gHB6G2KvnbKDRt4CcO++Ooe0uxgvCgY9zt2NQM6gYBmEE01BgB6N9fh03gGXsnIcgBE9scDdNc/yBBB+QA20MTcDzw8yNj0qWhlNH92+1i59rY4xbaVmiqgKKIvZ9Pu9//2+CMY4Pf/i/wvNc3Hrra/ChD/23ge5r1tqre8GiPORy9iGKIly61Bj7qntpqQjHcdFszt6q+dvPvIwfv9xIfmZMTsLSFI6rj5RxbDm99rmG7eEbT/znSKlmTRUIgmggB7rdivEYY8nKvfu6UVPIMcYIFfzDPIZB08qKwqHrKmzb7VvAh0nLG9rwMwQ0VYycXQGwRfDjorxexXjxdXEBX7+oCgei8WZWtnP7dYd3dNb0olw2oCgCly83M3hU46dUks9nbW28z0cIhsXF7NuH0ybX1fgxcdX1uJFR4myuAK85ubil3YlzjtNHK3jb66/GiYOlPf5zcIqmiutOLQ79/6auwPODVIQeiIv2PASB7MNXVQFzBM/7bhhjQ6W9Y/whmuWzSDYOlZYf4YGllUG12z5MTYGmyWyO74c9q+4HddqL8fwQYTT4XIBhObZc7EvoFUVA19VctNoBm4OJHGf8gVUeonpgTsQeyMpgxwPnfCZNdixDwVVHKwDkCeQNNx7DlYdK4IyhUBgtdd+LKw6V++oH3o7ViVoHydL0014XDznxvADloo4wJXExNTF0lKcqfCjznnDAPf5hGEZ8h7HP3fzfYCiP+F4wwWGZsr5mr6h9WMEPwgiul97j3Q1DU3D9Vf1VlBeLGjwvmLmaot0wOh4KztB1MIPcF4n9TKGq4/fKDwJ5cohbumaN08eqeN31R3Dz2ZXEkKTZbMMw1LFUol64+kDfFqSx9e2g0fYgffQAgChCvdmWE/oMdaSiHMH5SO16w46o9f3xi/0w+9JRBOgjWOH6fjjS+yEL8TSAAbbjIeojazKs4MeFe5aujC3TcuH0gZ6+FtuRn18lN1E9ILcY221/7B0FijJbY8z3Ih/Pog/itM+4sW0PqqrM3HAcQEaSSxVjy+/i6KdUMlJ3I9RUgRtXl/cdwykEk9XsYxb6eDHougEcx+vs5atDLxI1dTTL2mHMdzhnmRSI7dW3vhejFK96QQhzSG/yePEGyC2bdtvvjDze/3+HFXxAWuzqWm+L5lE4ebCEQ4vWvn/HuczMOY63r2/GrBDPuLDt8afw8xLVA3Mk9kA2b5zrSmHJ00FSrztgY0rnH6iYOHty9/5greO+NvDc9wGFnjFAU0RiABMXbUWRdNsbdPGmqYO1A25nUHvcGFXwTPqngzAaypI3jKKBprdtx24HA9+vqgrouoIgkO9pvOBwXDlYph9GEXzH9aFwPnSmZjuWruDaU/2l70slA1EUodEYvftlWjBNuSUx7IJzEGZxS3Y35krsFWXvqWdpERfqzXpfZkwYRmg22zBNbSzp/DPHqz2r/U1dge9HA/dYD5y6R+9K8bhwz/flZENd77/XdtS3fr9sx67/N+atqm6UPv3hheA4ulzErdccxFtuO4ErDu/fJrYbURT1PWchzszEA216zaPXFI4r+3w8owi+6wcII4y00AHkc7rxzHJfr0H83BsNZ2L9/2kjhHzts4jqNW12x9n2Ij/Llj4xjPFXpNq2B8vSEqeqPOA4HnRdQalkYG2tmfrJ48LpA2jYXmKnO6wr2TBC36v/ups4W6PrCkyTw3X9PaOKUR3VGAPaQ+71Z7m+ZHssLEqdMcorCyaWKsYWP/3jK0U8c3Ft6PuN/eD3av1TVQFVFZ15CF7PY+HIgQJuPLMMwRls18eLl1r73ne3te4gffgAEIQhwoiNdHycPlbBgT6q7+P0vW27cCds55smlqUhCMJMCg3zlJ0FSOzHQhRFsG2vM2zCzc2qul53sLBQQKGgp27MoQiOW685iL9/8nkwhsyEXteUvpztgiCEbbtJy5YQAVw32JEyZ4wN7QUfY4wwcCdTQ5fOXXHOULY0VEs6lisGDlTMPVvPiqaKxbIxkrHSbs8yrs0RgsPzgp5izBjD2RNVnDleTTI1N6+u4JtPvYCNPo7rUQQ/iqKkcG/QYtPFsrHnllc3cfo+T0V5nMv3NovnFDuv5ol8PZs+iA+Yca8MbduFaaowDBW2vfdQjVkhTueXSgZc1089YhCCwdQE1oZYSAwj9Joq4Pl+341qsj3P76T1e0f5pj6c//3W+xlesLPYx4zhjOHuG46iZGkDbx8cXymOJPZuD096RRHQtL2jeUNTcOOZA1hZ2FrcpgiO2zqLzX6Mf0YRfEAW7pmagrYXIOzj/VYVjpv6KGYFNtP36+ut3AQagNyrjyJkcj7N0zZsTH42JAYgi9a4uMBrFqfh7YXjeHBdH8ViutX5taaLv//O85kK/R3XH8aVhysD35+M8r1Oan9zL18RHHZ7tAWQ4Hxge9wYRfBMI3vb9VEqDC70gEyhj1pf4PpBMrvAMOT74PsyA9PrODi0aOHuG47uEPoYy1Bw6zUrW8yl9mKUPXxAvn6KwvoqODx/1QEU+kgrd6fv81J9D8RjedVM9uqB/KXwgTkVe1VVMinUs203ORHlic3qfGP/P+6Dly638M2nnkdzl/nhezGM0HPOcOvZFZQtDdedWkr2bQchiiK02z4cx4MQHKapomBpGHRozXY0jQ99C8NUx49CGEZotIaLsnRV4OAuotv//QOVop5EYfFCdDtCcFx31RJe/apD+zrbLZYN3HB6ue/HMKrgu560QIq7Tnpx1dEKjq30Z9eax/Q9sBmgZVWYl5fe+m7y94z6JIvoPggiuK6fzI/OC5vV+Sq0FGxBv//c+lD73MMIPSCjpO4ipxMHS7j9usNDOZ7Fe/m8M2lu1I6FUeYFTKJwuDZCAerxPgVsO4zJE7JpqtKLIIx2jeYXywbuvuEorjrSfwbn2EoRqyf62xsHRhf8IAhxoGL27EhZrpp41ZX9WUvH6ft6PT/V98DmnA7b3tlNMQ4MI1/n65i5FXsZDYz/flotN5k2lSfSTOffes1BFAZcfA0r9FcfreDkoZ1e/4tlA6+/4SgOLw1u4RtF0ojHtmWbnqoKmKYGRRlM9Ie1x+1+HFlTG2Ho06FFqy8HuG66X1vPC9Cye89lF5zh3BWLuOP6wygOsbA/e6KKowMMfxpF8BfLBm48s4ybVpdxtmuRUTBV3HJ2pa99+rym7wEpvoxlE9XLwrzZnlu/G3Mr9nEP7riJTwJ5i+6BzXR+sThaOl9XBV7zqkN99yAPK/SHFq09oyRdFbjt3EGcv/rAQGk8U1PgerIy33V92LaHMIyL+LS+b2tU05WsR6sCo4k956zv+QiKIpKsidyXl45wsS1td3r+4KKFu288hjPHq0P7FTDGcMPpA1go9W8kNYzgFwwVt11zEIrgskvg5AJuPrsCXRO47ZqDfS+GyuV8pu8BmYXtNkMa731puSvMi5lbsQeQWfFcq+V2KoXzFd2HYYR63YFhqCMvZoqmiluvObjv3vmwQl8paLhpdaWvD/KVh8u468IRVIv7n+g5ZztsbeP9fLsTdRqGCtNU9430h7HHjWEM8MY4w343akPu2ccc3yN6Zmwzkpcz56XIu+5OT/QolAV2t507iNe86tBQ0fx24nbQQbZ3BhF8TRV49asO7qgjOLZcxP9z83GUC/19popFHYoiUKvlK30PSKHnnFFhXgrMtdhLN6bxp2zift9x2M1OGtf10Wy2USjoIy9mlioynblbNDas0OuajNj7dV4DgLKl4c7zR3D2xMKe0aGuil1H7cYdGXFUomkClqVB08SORYehDmePG6MIPpETfcvxRvIVWKoYO7Zw4h7nOJKXIu/uOfjE9QNcdaQy1DbMXpi6XEAMUvzYj+ALwXHr2RWUdlkk93t/ciGpodFw4E9gsTdOGJMmOvH46XEzyhyMWWCuxR7ILrpvNNpQFJ7LlWOr5aLd9lAqGSNXsR5dLuLC6QM7xHBYoRec4bZrDsIa4nXnXKZVX3f+SM8oS1U47D76q2PHr3hPX6ak1c5zkq/XXm50/ZB1JX439RFdIuPoPv58yD15aYpj23JoTT8p3Gd+vA53DPvV1aKOG88sD5Te3Uvw5TG50pcT3l6oqkCxqKPVcjMZ9Zo1cUo9KxfSPG61djP3Yq9p2UyoC4IQjuPl9oCq1RyEYYhKxRx5z+vEwRIuXL0p+MMKPQBcOL2MxfJoNQULJR2vv3AU1165tEVUBecDddrFe/qtlrQwZUxGEwVLQ4TRfO0nGY9sjLBvr6oCZ69chGVp0HW5IGu3PbRabmdPvv8X2PUC/PvF9aEfy14cOVDANX2618X0EnzOGW655uCuvf79wjlDuWzC84Jc7tMzxmBZ0oE0i7362HUxz+T72fWJZWWTXm822+Cc5c5oJ2ZjwwZjslhoVE4eKuH6q5ZGEvozx6tDt3dth3OGq49V8IabjuHYchF6j8E5g+D7coyubbtQBQcXHKapddL8g594whH7+0dhkMieMSQzFpaWiqhWLSxWLVQKWidC9UZyAXz2hdpI7YB7IY+nnZ0ce9Et+Iau4ObVlb5G0+4FY0ClYiIMI9Rq9ki3Na0UCtItj6L69CCxR3YmCvEermVpmQ4syQp58nGS9OKonF89iFtfdWgooR8mEusHU1dw4+oy1D4nvu1HGEZwOpFsLHRCsKToUddlYd9+2RLfn5zY7xfZywWuikrFxNJSEeWymcwjX1tr4vLlJlYqRiqjecMownd/cGnk29mNG04fwNKAi1nfD+F5Ae688RjOXNFfz/xelEomOOeo1ezcFeQBSIzIWq1s5opomhi4TXYWIbHHZsooC5pNt1N4kr9iPUAWIzYachzuKPUJ5bIJTRM4VDVw7ZWLA20NVEuD77EOwrMv1NFIyZ+72x43CMKkdS/ul44NZOIpinLbSWxJ+XPORiruG5X6top8WUGvolQysLBgYWmpmBSnNhptXLrUwPp6C62Wm0TxR1Owz415ec3GC5eaqdzWdjhn0hdigGObc4YbTx/AQkF+JkZZCMcFnvW6PZIB0zRTKOgIO0ZJWZDXTOt28tULNgJymhIb+/5QFEVotdxM96OyxnE8KApHsagjCMKBTT5iod/YsOF5Aa48XAZnDN/5j5/sG/0ZmpL0LY8DuS88/HjW7Wgah+3sPGmHYYQwDBLBF4KDcw7OGRSFgzEFURQhiiLpye/4CMMw0+OJMYBzae8rVIFyUYfo9ItHUZREtM2mC8/z94zSNFXg0KKF53+Sjkh/94eXcXDBGkt1ddzd8c2nnt+3E0F09ugPLVqd4VsOSiWZGRh0cqSuK52Jk06uxtZ2Exdp1uvDD0ka7P7y1xK9G/PxLPsgju7THt3ai3giXqGgZ3ZQZ02j0YYQHOWygbW1Vt8itF3oY04eKoFzhie+/8quU8KE4Ljt3GB90YPy7xfXUq347qelKIriKWubwiIHwEjxt3SOQBNgTOn8fdS5YNvXze/j2wUA1invY4yBMSRbTJs/s12/j++vbntyCp3twvPCoaLOY8vF1MS+aXv4v89v4PSxaiq3t51yQcPNqyv43997ae/j8ZqVLcV4wwq+onCUSkanziMfUzR7USjoST1LFszDXn0MiX0X8T7R+KN7+SEvl004jpc7e8uYWs3GwkIBlYrZ17jN3YQ+5vhKEYIzfPv7r+wQE8YYbjyzPJDj2aDUmi6efaGe2u1Je9zh3vs48gcAmwMtx08mwG0XZPk77LqtwbnMaO227bJ9oRCGUfI7+Tgi/OeLNVgjdrXE9rlpLaa+/+N1HF8pwhhT5Haw48j4rz1qBHRV4NZrDmKpsnN/f1DBjyvvfT/MbXAAyMxFPJo3C/JoY74X8/NM+yAeo9gcoZWoX9ptH54XoFjUsbaWzcGdNVEkK/SrVQvlsomNjd0rh/cT+pgjBwowdQX/63svbhkFe/ZEFUf7tF4dln/9waW+Zo/3iyr4SIY0MbFNbiy8exGntbuFXwgOVRVotzcHjWzPAuzHKLa53Y/tyIECnn2hNvJtAYDnh3j62TXccKb/KXaDctXRCuotD8++uPmYC6a6r4tfv4LPGEOlIvvx81p5D8hsUqGgZxr8zFNUD1CB3g6y9EZuNJxkPGpeCYIQGxs2VFUkJ63t9Cv0MQslHXedP5K4jx0fcErZMLxwqYlX1tM92aYVwQ7SqhYvCIIgTC5hxwGw+/dx9N4vo9rmxpxIqVUy5uLLDazVx7s1d/3VS1juGOQslg3cef5IX3a97baf2E33KtqLW+w4Z9jYsHNZ3xNjWTo4Z5l5BsxbVA+Q2O9AzmnPZsXn+7HRjp5rm0bfDxLBL5e3Cv6gQh9jGSruPH8YVx+t4MLpA2k/5C2EYYTv/vByqrdZMFWkUUutCD6RATjbqbfcVLIei+Wd9rmjEI25FQ8AOGO45ewKrj5Wwe3X9T/QCdhd8KXQWxCCY309v5X3AJKAp9nMrmC5UMjvwJvdILHvQZYeyXIlG+XSN78bz5OCr2kiMd0ZVuhjVEXg2lNL0slujLS9AGbK+75njlXx5ltP4MLpAzgwguugklK//6iEYZRaO+Jew3GG4VLNwXOvNFK9ze1oqsC1Vw53LPYS/EpFehFsbLRyLfQAkq6drFrtFIUnbo3zBIl9D2R0n434RpEUfMNQoQ4423vW8LwAtZoNTVOwuFgYSeizxNQV3HH9Ydx27uCug0sGQQiOIwcK0FWBKw6Vccf1h/GmW47j/NUHcHipMFDb4DRlhNLYtweAYymn8gHgez+8PFEvgv3oFvzFxQKEENjYaI3kJjgLxEV5WXRBxeQ9sNqN+dq0GABdV9Bq8UxW1Y7jwzDyXawX47pBZxiMHHQy7ULfzeGlAg4uWnj2hTq+/+P1oe1yDy9aOybwmbqCKw+XceXhMsIwwqWag5fXbfxk3cZGY/cU+TQ5qNWaLpBCLVzRVLFYNnC5ll7leavt4z+e28DZMbgqpkW77cOyQgjB4bp+7oU+Lsprt7MrytO0+emr3858Pus+iKP7rCpgGw0H1aoFy9Iy84OeBOWyCUXhibFQuWygluJJfdxwxnDqSBknDxXxoxcb+I/n1tFqDyb6+0WunDMsV82k6MvzQ1yuOfjJhoP1RhsbTTcp7puG/fqYND3pj68UUxV7APg//7mBEwdLsIzpO+1tFuNtfjaKRT3TiDdrCgUdjDGK6jNi+o76KULXFaiqyGTV6fth8iEfxgt+Fti+R+/7AcplE+WyOXNtRYJznDpSxhWHSvjxyw18/7l1NPvYs9Y1gZWFwUabqgrHwUULB7sGqLQcD2uNNr797y8P/NjHRa2ZnhHK0QMF2eqY4mImCEJ879nLuPnsSmq3mQbdxXhx6j4IwqGd9mYBaamsoV53MivK03VlLjzwd4P27Pchy5Vgq+Vu+ZDniV7FeK67WbS3W1vetMM5w8lDJbzxpmO49ZqD+47TPXqgCJ5CFbBlqChZGqYosIfd9lPxDQA27XPT5rlXGri0MT2ZJNlHv1Xogf3b8mYZxoBSyYDr+pk55QHzHdUDJPb7oqrZ7vHU6w4UhefK8GGvqvu4Sj/uw5/VbhjGpCHMneeP4M7zR3B0ubeopzVyF0ivIC4toigaaNztfqT5WnXzrz+4lMqEvVHhnKFaNSEEw/r6zmK8vAp+nL7P0g3QNNXcz6vfj/l+9n2S5YqwO52fh4Ozn/Y6zwuwvt6CoghUqwWIKWknG5bFsoFbzq7gTbcex7VXLqHc8W0oWVqqdr71KRN7IN19+4ML0j43bdYbbVx8abytePuhKBzVqgXG2J599HkT/Dh932y2M0vfyymj+QmehmX21SQDFIVnOgYxL+n8QfrofT/E2loTQIRqVbblzTqGpuDqYxXcc+Mx3HXhKK49Nfos8242prCQM81sA+dsbBbIT/9oLbUth0HRdQXVqoUwjLC2tn8ffV4Ef5Lpez5mL45ZgF6BPikUtEx7mmc9nT+MYU4YRlhfb8HzZOFenmyEF0o6Di6kuwddT7EgLi02Us42jCuV77g+nvlxeqOK+6VQ0JMBWHI4VH/RbR4EfxLp+3hkLkFi3zeMsUw/ZN3pfGXEaWJZM4ozXhTJgR+27aJYNGY+uzEu/CAcuOUvC+opeeTHpG2f280Pnq+l5vq3H3FrnWmqaDScoSrsZ1nwNS379D0AFIvG3Nni7sZsqciE0fVsXe5aLRe+H6Jcnp3CtVEtcGOaTRe1mp2kPKfJKW4aqDXdqSgy247rBbBTXoSkPRwnRs48GK9vPgAIwVCtFqAo8nMxyjz6WRR8zhlKJQPtdrbp+3lwJR0EEvsBKRazjTRrNbuTVZj+CDctoY9pt32sr7c6VcvWzGU4xkmahXBpk/ZjG4d9bky96aE9Rh8NVZVFp0CE9fVmap+LWRL8UslAFCHT9L1055vNLdBxQWfPAcm6WC8MIzQa8oM9zXtPaQt9jO+HWF9vIQwjVKvW3I2l3I1pa7sDpOd/painbuFbMFQs7eNfMCiaKocoveGmYwNNqRsE01RRqZhJt0kQpPfCzIrgW5YGVRWo151MM1FUlLcTOnMOQaGgod32Mtt7arf9zh62Ds8Lps5db1xCHxMX7pVKBsplE61WG80pFLssSdOtrl8UwaFrAoYmYGoKDE3A0BUUTRUlS4WlK2PbHz22UsSlFOxzOWe48nAZq8erY2nriymVDBiGOtZjtd32AThT67SnqiKx/85yBgYV5fWGxH4I4mK9LD3dG412Zx68MVXDcsYt9N3U6w58P0ChoENRRKZWm9NGmqlyzhhee/0R1Gs2gjACZ/IYVwSDpghoKoemiInWTRw9UMB3f3Bp6FkAnDMcXyni9LEqimPs8hCCoVSS8x9qNbsjyONjWgWfMblP73lB5rM+qCivNyT2Q6LrKjTNg+tmt2Kt1RwsLFgoFg00GpO3/MxS6GNs24PvSw+ChYUCGg1n7CfUacNu+8kgnDRgDLjicBlrhpjaSWuaKnBw0cLzP2kO9H+iY2d89dHq2AfgmKaKQkFHEEQ9HfHGxTQKfrlsgDFkPuSKivJ2h8R+BIpFA2trzczGjAZBiHrdQblswvP8iYrcJIQ+xvMCrK01USzKtH677aPRmJ8of5qL88bJ8ZVi32KvKhwnD5Vw1ZEKzDHXeXRH87btodnMXmynSfBNU+7Tb2zYme7Tc55te/SsQWI/AkJwFItGplWmcftKqWQgCLKLHrqZpNDHxNW97baHYnG+ovxpNNPJgoMLFnRV7Fk9b+kKTh2t4OTBEtQMuje6o/lJfh6A6RB8TRMoFLLfpwdknQSl73eHxH5EDENFu51tOr9edyCEhXLZxNpa/y5caTANQt+N685flJ+2S92swLkcNvTDF2o7rlso6bjqaAVHDhRSmSq4HzKaN6AoYmLRfC8mKfhCcJRKJlw3+316w1AzHVg2i9CrkwJZp/MB2X9frVqoVEysr2dTsDdtQh+zGeX7KJX03Ef585rGB2QqPxZ7XRU4tlLEiYMlVDLsqY6j+TCcfDTfi0kIPmPy/BCGIep1e+z31w2l7/uDxD4FJpHOD8MoEfxSafz3Pa1C343r+rh82e+K8j00Gtnac46bMIrQmGOxXywbuOJQGSsLJg4tZuusyDlDuWxAVRW0Wu7URPO9yFrwy2UTnLNOpnGsd7UDSt/3B4l9Skwine/7mwV7vh+MZMO5F7Mg9DF5j/Ibtjd0+1leuHD6QOb32R3Nx8Oapp2sBL9Q0JOCvKwX1pS+7x96lVJkEun8dttHq+WiUNDh+2HqJ6FZEvputkf5nuej0XDh+7PzHHoxjTPs84wsOJO+DtMezfdi3IKv6wosS0O97mR+fqD0/WCQn2CKxOn8rGk223BdORZWiPTSWbMq9DFxlC9rGhgWFqzOazS7h/002uTmEUXhqFRMVCrx3PnmzAl9zLisdRWFo1QyYNtupgNuYih9Pxize9abUgxDnYh/e71uIwxDVCpWKh+AWRf6bmJv8lrNhqJwLCzIOodZnKRXS3mELLEVITjKZdnKyTnDxkYLGxv21JoN9Uvagi8EQ6Uitw8n0eJnmhql7weEXq0xUCoZ8P1Wph72UQRsbGxW6G9sDF8okyeh76bdlkZEhqGiUNCg6wXYtodWazrHxfaCIvvxwDlDoaBD15Wk+DUvdR4xaaX0OWdJxmNjI9vKewBQFEET7YaAxH4MMMYm4mEff/iqVZmuHuaDmFeh78ZxPDiOB8vSYJoaDEOFbbuZ9wYPih+EaOVMgCYNY4Bl6TBNFVEUodFoTyQlnRWjCj5jQKViAkDHIS/tR7jf/bOOFe/sZeUmDYn9mFAUgWJRzzzFFQQhajUblYo5cEvePAh9N62WC9uWoi+FX0WzOZn9x36oNWcnAzELxIs9ID4W3MzFaxKMIviyxY4nY6ezplQyZrrmZpKQ2I8R09TgugFcN9tozPMC1GoOymUDUdTfgmPehD4miiI0m23YtuxoKBb1ZCzntIn+PJvppAVjsq7GNDVwzmZuGycthhF86TEgsL6e7RZljGlOph4qL9ArN2ZKJdmOl/Uq2HV9NBptlEoGwjDaM0U9r0LfTRhGqNcdtFochYKGYlFHoaDDcWT0Pw3GPJOYYZ8XhGDJlg0gxa7ZzJfh0qAMIvjFog5NU1CrTaZYUVE4CgVqsxsFEvsxI123srO07cZxvKTwKAyjnpEqCf1W5DaIA85jcZCp3nbbh227E63KpuK8wVFVAdPUOoV3YZKxmWeR76YfwY+3O2o1O1PTsJjYipf26UeDxD4DVFUac0yiT7fVchPziSiKtlQYk9DvThjK9H6r1Yauy7TvwkIBnhfAcTy0217m+7t1SuP3BWMMhqHAMFQoiuhsa+Wvuj4t9hJ8y9JQKMitwEm9frRPnw4k9hlhmio8L/v9e2Dzwys/zNI6loS+P6Jos3pf0wQMQ6b4i0U9+X0W0b7d9vcc7UrIRXW3z4WcgNim47sPegm+aWpJkGLbk1loyn16dSL3nTdI7DMibhlZX5/MDPpGow3G5FhO0wyhKJyEfkBksaUNzhkMQ00KvXw/jvb9saWHqTivN93vhRAcvh+g2WzDcfy5K7oblW7BF4JD05ROdmsyx16cESXSgcQ+Q6TgZz+DPqZed6CqBSgKR6vlktAPSVzw2Gq5nT1htVPJbyTZG9f1U13U1ak4L0FROHRdgaYpUBSRbE/Vas7Mzz6YNO22D02TxlOel/1c+hghGO3TpwyJfcYIwVGpGFhfz955Kh5D6XkBLEtDEIS0jzkinhfA8wIwBmiaFKA4/RkEIVxXuvaNurAKwhCaKuDO6QJN05SOwAtwzhGGIVw3QLPpTmRrLK/EHQvttgdNUybiFRIX5M2infU0Q2I/AVQ1+w/R9j36YtHYsodPjEYUbdrxAjIFGQuUaWoIwwieJ6933WDgzM7qiQWsnliA4/qotzw0bA/1loum7cN2fThukKuFAOcsWTxpmgBjbMt2yax71U8jcTFenLrXdWXs43F7USqZUBSR2f3NCyT2E8I0ZWQ9rhn03fQqxms0HAB6Z3JUvi1CJ0Ec8Teb7WT/s/vk6fsB2u0AnjeYcBmaAkNTsFw1d1wXhCEcN4DTDuB4ATw/gOuFcP0AnhfC9UP4QYgokmZCEeRXdQpOrIxJ18l4kaSqMj0fv4bjrIcgdgo9MP7xuL2I5xMQ6UOv6gQZ1wz6bvaqum802ogiJBPgpt0bflaRizppx8oYg65LQSsUNDAmWyKDIEyOBd8PhopcBecoGBwFY7DqZUXJtq0pFnZF4clXITgYYwjDCK4rPQ1c158L+9pJUyzqME0NjYazI/jIUvB1XYFl0YCbcUFiP0Higr319SaCIP2zWj/tdbGLWLGog3M2kXGV80QURXAcH44j0/3dgqcoArqugDG2ZQHgdyLzWSw+2ynsIllcRFGULHBaLWlYNAkb1nmmXDYSZ7zdtvOyEHxF4cntE+OBxH7CSIc9C+vr6VboD9JHb9suwjBMIvxarf/hOcRoSDHfKnD9LADCMEIYxl83v89+ChnAOQfnrOvCIQSDENuFXXYqtFoBCfuEiafXKYroyxlvnIIvR+ZS5f24YRE1o04FnhekZqk7rGGOpgmUy2biOEZHxvQgBIeqbqa8Y0HdfoKUC4LtCwH5c/xRj99X+TWCEBzlsolazUYQRIhvcvMrSwRdCLZF3Lfff/fCI85KkLBPF7G4cs6wsTGY131cd+I4XiqCzxjDwoJFDnkZQGI/RbiuP9QM+m5GdcZTFI5KxUIYhtjYsKkoasqRkTXbFl3vjLRHbWPaLZMgFxabPxPTjWz93ZxHP8wiLC3Bl9kFC6o6+QLReYDEfspwHG+gGfTdpGWBm8YJgZg+GGPoDsTjqFxRZGS/sdFCEERbtpPiyn1i9lFVmblLYyGfhuBXKiY0jXaSs4Je6SnDMNRkCMsgpOl1HwQh1tdbqFRMLCxYqNUcMi7JAVG0fU9f/hAvAGSkTgu7PGIYKopFPbUtulH38Eslg4Q+Y2ijZAqRIyX7b58ax1CbMIywttaC6/qoVExqiSGIGaVY1JMofGMjvVqcdttHve4kC4lBHo8xYHsoMTq0tJpS4hn0+7nbjXt6Xa3mwLJCFAo6hOBDbzEQBJEtse2sqgrU685YjLMGjfBNU4NpUuAwCUjsp5R4Ql0U7d4Wk9WY2rgHulw2IISFWo0K9whimonrbhjD2M8P/Qr+oBkAIl0ojT/FxKY7vapVs55H77o+1tZa4Fy2ypB3NUFMJ5omUK1aiCK5FZfF+WG/lL6uKyT0E4bEfsphTPbEdgt+1kIfEwQh1tZa8P0Q1apJ+24EMWVYltbxypCL8ywzcLsJfly5T6Y5k4XS+DNALPgbGzZMU5uI0MdEUYSNDRuFgt6pqJX7gdSdRRCTg3O57aeqAq2WO7E5F9tT+q4bkNBPCdRnP0PEXuLNZnsiQr8dTVM6dQURarXBnLiI6UFROBYWClhba9J7OINomuh8DoF63ZmKc0M82llROAn9lEBp/BmCMZb5hLK9kPv4TYRhhGrVoipbgsiYQkFHpWLB88LM9uf7IYpAQj9lTI9yEH3Raw9/koRhhPX1FmzbRbGo00ALgsgAzllnga2i0XA6RjnTkaTVdQXlMqXupw0S+xlk2gQfAJpNF+vrrU5KmPyuCWJcaJqChYUCOGedhXb6/fPDQsV40wuJ/YwSC/40WU56XoC1tRaCIES1alGrDUGkSOy9UanE1fbTVWNhGCoJ/RQzPUpBDIzswzfQaLTH4o41DGEoq/Xj9htNU6amaIggZhVZDKsDYKjV7H2dNbPGsjQUCrS4n2ZI7GeceLXPOZtYu00vHMeD6/oolQxUqxZs201l/jVBzBOMscRLvt32UK+3p2ZvPqZY1Kk4dwYgsc8JhYIOztlUCWoc5ZumikKBonyCGIRpj+YBoFw2oOtkrjULkNjnCNPUwBibumE1tu2h3d4a5TebbTLiIYgezEI0Hw/ZmaaaIWJvqEBvBP75n/8Zv/Zrv4Y77rgDq6ur+PrXv77l+k996lN4y1veggsXLuCWW27B/fffjyeffHLL39xzzz1YXV3dcvnsZz+75W8ee+wx3H333Xjb29624/+3YxhqMgBjmoij/EZD2mkuLBSg63SiIIhuDEPF4mIBmqagVrNRqzlTJ/Rx298oQv/Zz34Wq6urePjhh5PfvfOd79xxLnzooYe2/N/f/d3f4c1vfjPe/OY34xvf+MbQ9z+P0Nl2BFqtFlZXV/HzP//zeN/73rfj+iuuuAIPPfQQjh8/Dsdx8Ed/9Ef4lV/5Ffzt3/4tFhcXk7/7wAc+gLe//e3Jz4VCIfn++eefx+c//3l84hOfwEsvvYQHH3wQX/va1/Z8XJqmoFKxOrOrp+tEEUf5xaKOctmE6/poNNoIgumpKiaIrFEUjmJR2t3KzJc7dZ9dABCCoVKxIMTwceJTTz2FP/3TP8Xq6uqO697+9rfjAx/4QPKzaZrJ967r4iMf+QgeeeQRRFGE3/qt38Ltt98OTaN6gX4gsR+Bu+66C3fdddeu1//0T//0lp8ffPBBfPWrX8UzzzyD17zmNcnvC4UClpeXe95Go9FAqVTC6uoqDhw4AMfpL0WvqgILC1Lwp01IwzBCreZAVT0UiwYWFizYtodWi1L7xHzBGEOhIGe8y9bV6Wqn60ZRBCoVA5wPL/TNZhMPPPAAfv/3fx+f+cxndlxvGMau50LXdSGEwNmzZwEAQgi4rkti3yeUxs8I13XxZ3/2Z4lwd/O5z30Ot912G972trfh85//PHx/sxDnzJkzWF1dxc0334x7770XH/zgB/u+TyH4yOm2cRKf3FotF6ZJqX1ivohT9rquol53sL7emlqhNwwV1ao5ktADwEc+8hHcddddeO1rX9vz+scffxy33XYb7r33Xnz84x+HbdvJdcViEffddx9e97rX4c4778Qv/dIvoVgsjvR45gk6s46Zb3zjG/jN3/xN2LaN5eVlfOELX9iSwn/nO9+Jc+fOoVKp4IknnsAnPvEJvPLKK3jwwQeTv/noRz+KBx54AKZpwjCMge6fc9mL32y6sO3pac3rptVy4TjeltR+s9me2hMfQYyCqgoUCvrUp+xj0mqt++u//mt873vfw1e/+tWe19977704cuQIVlZW8Mwzz+BjH/sYfvjDH+LTn/508jfve9/78Mu//MudIkYS+kEgsR8zt912G/7iL/4Ca2treOyxx/DBD34QX/nKV7C0tAQAePe735387dmzZ6GqKn7nd34HH/rQh7akpxYWFoZ+DHF1r6LwqavUj9ma2texsFCA43hoNtuZzuQmiHGhKDxpQZ32lD2QbsX9Cy+8gIcffhhf+MIXoOu9zXfe8Y53JN+vrq5ieXkZ999/Py5evIgTJ04k15VKpZEfzzxCafwxY1kWTp48iQsXLuCjH/0oFEXZdWULAOfPn4fv+3juuedSfywyFWeB8ykr1e8ittyt1x2oqsDiYgHFoj7Vj5kg9iKeNR/72W9s2FOdsgfkFuDCQiG1LcB/+7d/w6VLl3Dffffh3LlzOHfuHP7pn/4JX/rSl3Du3DkEwU7vjfPnzwMAfvSjH6XyGOYdiuwzJgxDuO7u6fSnn34anPMk8k+b7sK9aT7ZOI4Hx/FgmiosS/Yct1pyK2KKM54EkRAX3xmGijCMUK87U2NrvReaJlAqmakusF/96lfj8ccf3/K7Bx98EKdOncJ73vMeCLFzcNbTTz8NALsW7BGDQWI/As1mExcvXkx+fu655/D000+jUqmgWq3iD//wD3HPPfdgeXkZa2tr+PKXv4yXXnoJb3nLWwAATzzxBJ588km8+tWvRqFQwBNPPIFHHnkEP/MzP4NKpTK2x825LNyr152pdOXqxral6FuWBsuSVcutVnuqJn0RRDeMSYMry9IQRZjqepntmKaGQkFLfZhNsVjEmTNntvzOsixUq1WcOXMGFy9exOOPP4677roL1WoVzzzzDB555BHccsstSfU9MRok9iPw3e9+F+9617uSnx955BEAwM/93M/h937v9/CDH/wAf/7nf461tTVUq1Vcd911+PKXv4zTp08DADRNw9e+9jV8+tOfhuu6OHbsGO6///4t+/jjQg7RMWHbHhqN6dzHj9k8YXrJwA3L0mDbHkX6xNTAGINlqTAMDYwBtu2i1ZqN45MxoFQyJ9YNo6oqvvWtb+GLX/wiWq0WDh8+jDe96U1473vfO5HHk0dYNM1loEQm+H6AWs2Zun783eCcwbJkejSKAMdx0Wp5U13RPM0oityfnfaCsWml1/Fo297MFJYqikC5bIxklENMPyT2BAAgiqKpGpXbD9sjKcfx0Gq5M3OSnRZI7IdDCA7L0qDrCqIomslMU7w9RjPo8w+l8QkAm6NyVVWg0XBm4oQVRRGaTbdjyqPBNNXO8BAfrZY7M5kKYrZQFJGIfBCEM7dIBuJtPGNqDbeI9KHInthBEISo1aa7Wn83DEOFZWkQgsN1fTiON/VFiJOGIvv+MAwFhqFBVQV8P0Cr5c7ksaWqMm0/qhseMVuQ2BM9kVHz7Fa9a5oC01ShaTL6ilv5KMW/ExL73eGcwTTlfjxjgOsGsG0XnrezL3wWoLT9/EI5HKIn0nVPpvnqdWfmRNJ1fbiuDyF4p1dfnuRc14dtezN7siayoXuxGIYRHEfux8/a5yBGCJ5s0xHzCUX2xL6EoYzyZ21fshvGAF1XYZoqFEUk0X677SEI5vsjQJG9RAgOw1Ch6wqE4PA8GcXPYqq+m3H1zhOzBYk90Teu689klL8dReEwDFlgxTmD5wVotz04jj+X7XvzLPacM+i6CsNQoCgCYRii3ZbZn1kv8KRonuiGxJ4YiDxE+d1omgLDUJKqZM8L5q6ob97EPs7y6Lp836MoQrvto9324Lr52N4xTRWFgk7RPJFAe/bEQMRDPTRNQaMx+1F+vLcfC4BhKCiXzUQA4utpSTzbMMag6wKatnVhV6vZuXp/KZondoPEnhgKXVegqoXcRPnS+UxW7HPOYBiyOCsWfs8L4Lo+2m1/5hc484IQHJqmQNcVKIpsM/P9sHPM5m/LhqJ5Yi8ojU+MjOf5qNfbM7/H2QvOWRINapoAYwy+vyn8eUh75ymNr6oiEXghOKIoSt4r1w1yJ/CAfM7Fog5FoWie2B0SeyIVYrvQVqudm5RoL2Ih0TQBzjnCMILn+fC8AJ4XzKRYzrLYKwqHqsr3Q1XlYiwIwkTg89xiyTlDoSDHPxPEflAan0gF6VOvwTAUNBrt3Ba4xXv4gBQaTVOgqiJJn3aLv+sGucx2TJJe4i5f8wDNpgvPy0e2ZT+kd4Se6sx5It9QZE+MhTyn9ndDVcWWSyxEvr8Z9ft+MHV7/tMa2XPOoKoCiiI6Ir/1NXXdYG7EPYZS9sSwUGRPjAVVVbCwIOYitR8Tp/JjYtFXFAHDUJMRomEYJsLvedO5AMgaIVhH1KWwK4pIotYgkK/RPEXu26GUPTEqJPbE2OhO7bda7sz67A/LdvHnnCVCpigCuq7CsuQCIIoi+H6IINh5yctCiTEGIRiE4FAUDiE2L3EFeSzssf+874e5LKrrF8bQmeioUcqeGAlK4xOZEQSy7Smv+/nDEC8AuoUvvsSEYSz8EcIwQhiGna9R57rRPsJppPEZAzjn4Jx1XeTP8fPpFqvtCxqZ6ZhvYd9OPNOBptMRaUBiT2SOTMm2c+NWNg4YQ48FwKaAbu+ljsU/irov6Podtvx+kwhCcBSLBhoNJ1k4xDcf3xdj6Hzd+n0s7Ls9nnhhEgt6LO7E7ui6gkJB37LgI4hRIbEnJobr+mg223O5Bzsqe0XSvYV583eD0L1A2Pk9xpJpmFc0TXZ1UPEdMQ5I7ImJ025L0aeILxu26r3cRqhWLayvb03j05khGxSFo1DQExtfghgHdHQREyc2qXFdH62WS5H+mNmexo/X+zJin8hDmktUVcCyNBJ5IhPoKCOmAjmoRIWuq4no59n9jJhfNE2BZWk0rIbIFBJ7YuqIveg9L0Cr5SaOdQQxy+i6FHnakycmAYk9MbWoqkClYsL3pehTyx4xixiGbKGj6npikpDYE1OPogiUyyaCIIRtu3Acj/aWiamGMQbTVGGaKvXJE1MBiT0xM8T94IWCDsfxYNseVfATU4WicJimBl1XaK48MVWQ2BMzh4yapIWo6/qwbY/29YmJousKTJOK7ojphcSemGniYr4gCOE4HhzHm/uhMkQ2CMFhGCoMQyXfemLqIbEncoEQ0pjEsjS4boB226OCPiJ1GJNRvK6r1B9PzBR0tBK5QvbrK9B1BWEYwXV9OI5HPfvESGiaAsOQWSTaiydmERJ7IrdwzpI0axCEaLd9tNseOfQRfaEoAoYho3hK0xOzDok9MRcIwWFZGixLg+8HaLd92t8ndiAEh64rMAyV+uKJXEFiT8wdiiKgKHLCWCz8rutTxD+nqKpICj0VhQSeyCck9sRc0y38QRDCdf3Ohfb48wpjm10cmqZQip6YC0jsCaKDEDzp34+iCK4bJOJP6f7ZhnMGTZOFm6oqqMiOmDtI7AmiB91V/QDg+wE8T15cN0jGwhLTCecMqiqSFD3tvxPzDok9QfRBnO43TflzLP6uK7+S+E8WEneC2BsSe4IYgt3EX34NybN/zCgK77wHnMSdIPqAxJ4gUiAW/5goiuD7IXw/gO+H8LyAFgBD0i3s8VfacyeIwSCxJ4gxwNhmWjmmewEQBCF8X2YAqPhPIgSDEDy5qKqAECTsBJEGJPYEkRG9FgCAXAQEQdh1iZLFQN5qATjfKuibF0aiThBjhMSeICYMY2zHNkBMFEUIw/gSbvk+CDavm/SigHPWdeG7/kyCThCTgUWTPksQBDEyURQhirZ/7f29/PvkP8EYoKoKPM9HFEkxjjWZMQbG4q87v48NaUjECWK6IbEnCIIgiJxD/SoEQRAEkXNI7AmCIAgi55DYEwRBEETOIbEnCIIgiJxDYk8QBEEQOYfEniAIgiByDok9QRAEQeQcEnuCIAiCyDkk9gRBEASRc0jsCYIgCCLnkNgTBEEQRM4hsScIgiCInENiTxA5ptFo4OGHH8bdd9+N66+/Hr/4i7+Ip556Krk+iiJ88pOfxB133IHrr78e999/P5599tktt/HEE0/gZ3/2Z3HPPffgK1/5SsbPgCCINCCxJ4gc89u//dv4x3/8Rzz66KN4/PHHcfvtt+Pd7343XnrpJQDA5z73OXzpS1/C7/7u7+Kxxx6DaZr41V/9VbTb7eQ2PvzhD+O9730vPvaxj+Gzn/0sXnjhhUk9HYIghoTEniByiuM4+Ju/+Rs88MADuOWWW3Dy5Em8//3vx8mTJ/Enf/IniKIIX/ziF/Hrv/7reOMb34izZ8/i0Ucfxcsvv4yvf/3rye3Yto1z587h7NmzKJfLaDabE3xWBEEMA4k9QeQU3/cRBAF0Xd/ye13X8S//8i947rnn8Morr+C1r31tcl2pVML58+fxxBNPJL9773vfi5/6qZ/CzTffjAsXLuDqq6/O7DkQBJEOyqQfAEEQ46FYLOKGG27AH/zBH+DUqVM4cOAA/uqv/grf+c53cOLECbzyyisAgKWlpS3/t7S0hJ/85CfJz7/wC7+At771rfA8D5VKJdPnQBBEOlBkTxA55tFHH0UURbjzzjtx3XXX4Utf+hLe+ta3gvPBPvqWZZHQE8QMQ5E9QeSYEydO4I//+I/RarXQaDSwsrKCD37wgzh+/DiWl5cBAJcuXcLKykryP5cuXcLZs2cn9ZAJghgDFNkTxBxgWRZWVlawsbGBf/iHf8Ab3vAGHDt2DMvLy/jWt76V/F2j0cCTTz6JG264YYKPliCItKHIniByzDe/+U1EUYQrr7wSFy9exKOPPopTp07hvvvuA2MM73rXu/CZz3wGJ0+exLFjx/DJT34SKysreOMb3zjph04QRIqQ2BNEjqnX6/jEJz6BF198EdVqFW9605vwG7/xG1BVFQDwnve8B7Zt46GHHkKtVsNNN92Ez3/+8zsq+AmCmG1YFEXRpB8EQRAEQRDjg/bsCYIgCCLnkNgTBEEQRM4hsScIgiCInENiTxAEQRA5h8SeIAiCIHIOiT1BEARB5BwSe4IgCILIOST2BEEQBJFzSOwJgiAIIueQ2BMEQRBEziGxJwiCIIicQ2JPEARBEDnn/wdG0a2MCeOwJQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "test_seq = Sequence.generate_random_normal(n_events=1000, mu=500, sigma=50, rng=rng)\n", "ref_seq = Sequence.generate_isochronous(n_events=1000, ioi=500)\n", "\n", "plot_phase_differences(test_sequence=test_seq, reference_sequence=ref_seq);" ] }, { "cell_type": "markdown", "id": "47141985-41a7-4d1f-a362-b99c131937ec", "metadata": {}, "source": [ "## Example 2: Finger-tapping data" ] }, { "cell_type": "raw", "id": "11bbbbef-d385-4788-84d3-64a85d927ee2", "metadata": { "raw_mimetype": "text/restructuredtext", "tags": [] }, "source": [ "The finger-tapping data from this example comes from an experiment in which participants were presented with highly irregular (anisochronous) sequences of sounds with the task 'tap along as best as you can'. The participants tapped with their index finger on a table, and these responses were measured.\n", "\n", "For simplicity, we only look at responses in which there was an equal number of taps to the number of events in the stimulus. This is because the :py:func:`~thebeat.visualization.plot_phase_differences` function works by comparing the events sequentially. As such, we cannot easily work with responses that have missing taps.\n", "\n", "We use `pandas `_ to work with the data. If any of the used methods there confuse you, please refer to `this pandas tutorial `_." ] }, { "cell_type": "markdown", "id": "414796a9-4b12-4adf-bb77-ca5e50cb7aa1", "metadata": {}, "source": [ "---" ] }, { "cell_type": "raw", "id": "3b810c1b-de20-4c69-8a10-ac8e892bd3fb", "metadata": { "raw_mimetype": "text/restructuredtext", "tags": [] }, "source": [ "What we'll do is create a list of :py:class:`~thebeat.core.Sequence` objects that are the stimuli, and another list of :py:class:`~thebeat.core.Sequence` objects that are the responses. We can then element-wise compare them using the :py:func:`~thebeat.visualization.plot_phase_differences` function." ] }, { "cell_type": "code", "execution_count": 18, "id": "2e5aa0de-e725-4b1a-bf4e-10945900df3c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " sequence_id pp_id condition length tempo variance interval_i \\\n", "0 1_13 1 jittering 25 400 0.2 4 \n", "1 1_13 1 jittering 25 400 0.2 5 \n", "2 1_13 1 jittering 25 400 0.2 6 \n", "3 1_13 1 jittering 25 400 0.2 7 \n", "4 1_13 1 jittering 25 400 0.2 8 \n", "\n", " stim_ioi resp_iti \n", "0 488.360885 329.32 \n", "1 302.385354 384.55 \n", "2 378.198490 497.05 \n", "3 448.052241 400.91 \n", "4 418.512601 378.41 \n" ] } ], "source": [ "# Change the path to the location of the dataset on your computer\n", "df = pd.read_csv('./sampjit_sampledata.csv')\n", "\n", "# Take a quick look at the data\n", "print(df.head(5))" ] }, { "cell_type": "code", "execution_count": 19, "id": "19c2930c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " sequence_id pp_id condition length tempo variance interval_i \\\n", "0 1_13 1 jittering 25 400 0.2 4 \n", "1 1_13 1 jittering 25 400 0.2 5 \n", "2 1_13 1 jittering 25 400 0.2 6 \n", "3 1_13 1 jittering 25 400 0.2 7 \n", "4 1_13 1 jittering 25 400 0.2 8 \n", "\n", " stim_ioi resp_iti \n", "0 488.360885 329.32 \n", "1 302.385354 384.55 \n", "2 378.198490 497.05 \n", "3 448.052241 400.91 \n", "4 418.512601 378.41 \n" ] } ], "source": [ "# Load the dataset\n", "df = pd.read_csv('./sampjit_sampledata.csv')\n", "\n", "# Take a quick look at the data\n", "print(df.head(5))" ] }, { "cell_type": "markdown", "id": "6d45e3b0-c6d9-4334-bbe7-952536200b25", "metadata": {}, "source": [ "---" ] }, { "cell_type": "code", "execution_count": 20, "id": "39359488-8176-484a-918f-10e9a2eb4596", "metadata": {}, "outputs": [], "source": [ "stimuli = []\n", "responses = []\n", "\n", "# We loop over the sequence id's\n", "for seq_id in df.sequence_id.unique():\n", " # We get the relevant piece of the dataframe for that sequence id\n", " df_piece = df.loc[df['sequence_id'] == seq_id]\n", "\n", " # We create a Sequence object for the stimulus and the response\n", " stimulus = Sequence(iois=df_piece.stim_ioi)\n", " response = Sequence(iois=df_piece.resp_iti)\n", "\n", " # Add them to the lists\n", " stimuli.append(stimulus)\n", " responses.append(response)\n" ] }, { "cell_type": "markdown", "id": "8bc45aaf-1fe3-4e05-9072-48c42a4bc44c", "metadata": {}, "source": [ "Now we're ready to plot. " ] }, { "cell_type": "code", "execution_count": 21, "id": "84a900c0-5b8e-4c5f-96cb-5d66f6064d3d", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_phase_differences(stimuli, responses, dpi=300);" ] }, { "cell_type": "markdown", "id": "4e64ed38-ed46-4aa6-bfb8-e1282faf058b", "metadata": {}, "source": [ "Say we want to change the x axis labels, we can do that as follows:" ] }, { "cell_type": "markdown", "id": "36954c09-4a70-4d3c-89ca-5bdeb197cd0f", "metadata": {}, "source": [ "## Adjusting and saving the figure" ] }, { "cell_type": "raw", "id": "ca7612d3-7ae2-4939-aaea-7f6afa83187b", "metadata": { "raw_mimetype": "text/restructuredtext", "tags": [] }, "source": [ "The package documentation describes different customization options (e.g. setting the direction of 0 differently). You can find it here: :py:func:`thebeat.visualization.plot_phase_differences`.\n", "\n", "You may also want to take a look at the more general page :ref:`Saving and manipulating plots`." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.6" } }, "nbformat": 4, "nbformat_minor": 5 }