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Superbuy/analysis.ipynb
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2023-09-13 11:19:46 -04:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:15:55.098701Z",
"start_time": "2023-04-03T10:15:55.091702Z"
},
"collapsed": false
},
"outputs": [],
"source": [
"from __future__ import annotations\n",
"\n",
"import matplotlib\n",
"import rapidjson as json\n",
"import os\n",
"import toml\n",
"from collections import Counter\n",
"from pathlib import Path\n",
"\n",
"import numpy as np\n",
"import pandas as pd\n",
"from pandas import DataFrame as DF\n",
"from matplotlib import pyplot as plt\n",
"import seaborn as sns"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:15:55.110153Z",
"start_time": "2023-04-03T10:15:55.100206Z"
},
"collapsed": false
},
"outputs": [],
"source": [
"fm = matplotlib.font_manager\n",
"fm._get_fontconfig_fonts.cache_clear()\n",
"sns.set(context='notebook', style='ticks', font='Source Han Sans CN', rc={'axes.unicode_minus': False})\n",
"plt.rcParams[\"font.sans-serif\"] = [\"Source Han Sans CN\"] #设置字体\n",
"plt.rcParams[\"axes.unicode_minus\"] = False #该语句解决图像中的“-”负号的乱码问题"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:16:41.049276Z",
"start_time": "2023-04-03T10:15:55.114460Z"
},
"collapsed": true
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Loading file list: 100%|██████████| 159602/159602 [00:01<00:00, 156999.42it/s]\n",
"Loading json: 100%|██████████| 159601/159601 [00:19<00:00, 8298.62it/s] \n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"一共有 159601 個訂單\n"
]
}
],
"source": [
"from hypy_utils.tqdm_utils import tq, pmap, smap\n",
"import orjson\n",
"\n",
"\n",
"def _helper(p: Path):\n",
" return orjson.loads(p.read_text())\n",
"\n",
"def load_data():\n",
" dir = Path(toml.loads(Path('config.toml').read_text())['index_path'])\n",
" files = [(dir / f) for f in tq(os.listdir(dir), 'Loading file list') if f.endswith('.json')]\n",
" return smap(_helper, files, desc='Loading json')\n",
"\n",
"\n",
"data = load_data()\n",
"raw_data = data\n",
"print(f'一共有 {len(data)} 個訂單')"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:16:41.474719Z",
"start_time": "2023-04-03T10:16:41.089229Z"
},
"collapsed": false
},
"outputs": [],
"source": [
"delivery = json.loads(Path('data/delivery.json').read_text())\n",
"delivery: dict[int, dict] = {d['id']: d for d in delivery}\n",
"\n",
"for d in data:\n",
" # package_time: 用户提交包裹的时间\n",
" # pay_time: 用户支付的时间\n",
" # delivery_time: Superbuy 创建第三方配送单的时间\n",
" # receive_time: 用户收到包裹的时间\n",
" d['route'] = d['delivery_name'] + ' to ' + d['area_name']\n",
" d['duration'] = ((d['receive_time'] - d['pay_time']) / 60 / 60 / 24) if d['receive_time'] != 0 else None\n",
" d['real_package_price'] = float(d['real_package_price'])\n",
" d['package_price'] = float(d['package_price'])\n",
" d['price_diff'] = d['package_price'] - d['real_package_price']\n",
" del d['package_items']\n",
"\n",
" # d['delivery'] = delivery.get(d['delivery_id']) or {'id': d['delivery_id'], 'name': 'Unknown'}\n",
"\n",
"data_df = DF(data)"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"一共有 84 個訂單\n",
"count 84.000000\n",
"mean 14.780678\n",
"std 6.396797\n",
"min 2.143327\n",
"25% 10.305676\n",
"50% 16.249253\n",
"75% 20.318014\n",
"max 23.712007\n",
"Name: days, dtype: float64\n"
]
},
{
"data": {
"text/plain": [
"0 4.562181\n",
"1 4.347956\n",
"2 2.640225\n",
"3 4.731706\n",
"4 4.241706\n",
" ... \n",
"79 22.624739\n",
"80 23.246128\n",
"81 23.164056\n",
"82 23.190607\n",
"83 23.712007\n",
"Name: days, Length: 84, dtype: float64"
]
},
"execution_count": 55,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import time\n",
"\n",
"def canada_test():\n",
" # Filter only 加拿大海运专线\n",
" canada = [d for d in raw_data if d['delivery_name'] == '加拿大海运专线']\n",
" print(f'一共有 {len(canada)} 個訂單')\n",
" \n",
" # Get average days from now since pay\n",
" now = time.time()\n",
" for d in canada:\n",
" d['days'] = (now - d['pay_time']) / 60 / 60 / 24\n",
" \n",
" df = pd.DataFrame(canada)\n",
" \n",
" print(df['days'].describe())\n",
" \n",
" return df['days']\n",
" \n",
"canada_test()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"# Filter out receive_time = 0 (haven't been received yet)\n",
"data = [d for d in data if d['receive_time'] != 0]\n",
"# Filter out real_pacakge_price = 0 (haven't been packaged yet)\n",
"data = [d for d in data if d['real_package_price'] != 0]\n",
"\n",
"data_df = DF(data)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>route</th>\n",
" <th>price_diff</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>中国大陆中通 to 中国</td>\n",
" <td>3.089872</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>中国大陆顺丰 to 中国</td>\n",
" <td>5.475552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>E特快 to 菲律宾</td>\n",
" <td>12.210000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>荷邮平邮空运小包 to 英国</td>\n",
" <td>12.602813</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>EUB-A to 澳大利亚</td>\n",
" <td>14.113023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>267</th>\n",
" <td>香港DHL (21KG+) to 美国</td>\n",
" <td>679.191111</td>\n",
" </tr>\n",
" <tr>\n",
" <th>268</th>\n",
" <td>香港UPS (20KG+) to 美国</td>\n",
" <td>766.642115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>269</th>\n",
" <td>香港DHL-A(大货) to 美国</td>\n",
" <td>882.404783</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270</th>\n",
" <td>香港DHL (30KG+) to 美国</td>\n",
" <td>894.713924</td>\n",
" </tr>\n",
" <tr>\n",
" <th>271</th>\n",
" <td>香港DHL特惠大货 to 美国</td>\n",
" <td>1283.308148</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>272 rows × 2 columns</p>\n",
"</div>"
],
"text/plain": [
" route price_diff\n",
"0 中国大陆中通 to 中国 3.089872\n",
"1 中国大陆顺丰 to 中国 5.475552\n",
"2 E特快 to 菲律宾 12.210000\n",
"3 荷邮平邮空运小包 to 英国 12.602813\n",
"4 EUB-A to 澳大利亚 14.113023\n",
".. ... ...\n",
"267 香港DHL (21KG+) to 美国 679.191111\n",
"268 香港UPS (20KG+) to 美国 766.642115\n",
"269 香港DHL-A(大货) to 美国 882.404783\n",
"270 香港DHL (30KG+) to 美国 894.713924\n",
"271 香港DHL特惠大货 to 美国 1283.308148\n",
"\n",
"[272 rows x 2 columns]"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def graph_price_diff():\n",
" # Filter out routes with < 30 orders\n",
" df = data_df.groupby('route').filter(lambda x: len(x) > 30)\n",
" \n",
" # Calculate average price diff for each route\n",
" # routes = {d['route'] for d in data}\n",
" # diffs = DF([{'route': r, 'price_diff': df[df['route'] == r]['price_diff'].mean()} for r in routes])\n",
" # A better way to do this\n",
" diffs = df.groupby('route')['price_diff'].mean()\n",
" \n",
" # Sort by price diff\n",
" diffs = diffs.sort_values()\n",
" diffs = diffs.reset_index()\n",
" \n",
" return diffs\n",
" \n",
"\n",
"graph_price_diff()"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:16:42.064213Z",
"start_time": "2023-04-03T10:16:41.489723Z"
},
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"所有運輸:\n",
"> 總訂單量: 88882\n",
"> 時間中數: 20.04 天\n",
"> 平均時間: 38.90 天\n",
"> 時間分佈:\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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ppbjpppvivPPOi44dO5aO18p+Ee+cx4jY4kpfLex46623xogRI2LnnXeuyf3e7d///nfcfvvt8b3vfS/q6upqYsddd901dtppp9KfGxoaolu3btHa2hqPPPJIFEURgwcPLt0+dOjQWLhwYellte2pIoNh5cqVsWHDhthrr71Kxzp06BC9evWK5cuXl2+w7WT58uXRq1ev6NDh/07HXnvtFevXr4///Oc/ZZzsv7N06dLo1KlTdO/ePZYvXx577713m9v32muvWLFiRWzcuLFME269jRs3RnNzc8ydOzemTJkSQ4YMid69e9fMOZw2bVp89rOfjZNPPrnN8VrZLyJi8eLFMWTIkNh///3j9NNPj6eeeioiamPHpUuXRq9eveKqq66KI444IgYPHhzTp0+PoihqYr93u+WWW+Lwww+Pnj17RkRtnMMTTjgh7rvvvvjXv/4VEe98P3zxxRfj+OOPj+XLl0fXrl1jl112KX38pu+T7fG9sSLfw7By5cqIiDZflIh3yqu5ubkcI21XK1eufM9dIyJeeeWV+MQnPlGOsf4rRVHEnDlzYsCAAVFfXx8rV67c4r0Ku+66a6xfvz5WrVoVXbp0KdOkW+fxxx+PsWPHRkTEEUccEdOmTYu6urqaOIdPPvlkzJo1K2677bY271+IqJ3HaJ8+fWLJkiUxYsSIeOutt+L666+PcePGxf3331/1O7711lul90odcMABceWVV8a8efNi6tSp0bNnz6rf791aWlri3nvvjUsvvbR0rBZ2HDhwYIwZMyZOOeWUGD16dCxevDimTZsW3bt3j5UrV5b22WS33XaLiGiX740VGQybX/bdXFEUWzyR1YIOHTpscflw89uq0Z///OeYP39+3HLLLRHx3nts2vn9zncl2nfffePnP/95LFq0KH7729/GuHHj4qabbqr6c1gURVxxxRVx6qmnxv7777/F7dW+3yZDhw6NoUOHlv7cv3//GDZsWMycObPqd9z0r8j69+8fV111VdTV1cWgQYPi73//e9xxxx1Vv9+7LViwIF5//fU46qijSsdqYcd//OMf8Yc//CF+/OMfx8MPPxzz5s2LffbZJ44++ugPfB5tj/0q8iu46TXG119/vc3x1atXl26rJV27dt1i11WrVkXEO+/erjYrV66Miy++OE4++eQ4+OCDI+K9d1y9enV07NixVMjVYKeddopjjjkmxo0bF7/73e/imWeeidtuu63qz+G9994bixcvjkmTJr3n7dW+3/vp0aNH7LPPPrF48eKq37FLly5RX18f/fv3bxPh++23X7zwwgtVv9+7Pf3009GjR482r/dX+46tra0xYcKE+MY3vhHDhw+PH/3oR3HnnXfG3XffHTfeeGN07do1Vq9e3ea/2bRfe3xvrMhg6Nq1a3Ts2DGWLFlSOrZhw4ZYunRpVVxS2lrdu3eP5557rs1r+c8991x07Nixai7Vb7LpAd+5c+e45JJLSse7d+/e5nxGvLPjnnvuWVVXGDa35557xj777BMLFy6s+nM4Y8aM0t/W+vXrF/369Yv58+fH9ddfH/369av6/T5Ia2tr7LTTTlW/4w477BB77rlnvPzyy22Or1u3Lnbccceq3+/dnnnmmS1e5qz2HRcvXhzLli2LQYMGlY717ds3TjjhhJg7d2507949Xn311TZR9Nxzz0XEO7tvbxUZDJ06dYpjjjkmZs+eXbrcsmDBgli1alUMGzaszNNte0OHDo3XXnstnnjiiYh45xLT7NmzY8iQIW3eqV7pWltb44ILLojnn38+brzxxvjYxz5Wuu3444+Pp59+uvRO3nXr1sXDDz9cNedz7dq1MXfu3DbH3njjjXj++eejZ8+eVX8OL7vssrjnnnti5syZpV/dunWLL37xizFz5syq3y/infM1b968NseeffbZWLp0aey33341seOJJ54Yc+bMKf2LgKIoYv78+dGnT5+a2G9zr7zySuy+++5tjlX7jp07d46Id8Jhc6tWrYpOnTrFscceGx06dIiHHnqodNvs2bPb/Au07aki38MQETFmzJgYN25cTJ06NQ444IC4+uqr48gjj4ympqZyj/aRLFmyJF599dXSG1OeffbZ2HnnnaNHjx7Rp0+fGDhwYHz729+OCy+8MJ588sl44oknYvr06eUdeitsurLw6KOPxhVXXBHNzc2xYsWKiHjnitGgQYNi7733jgkTJsS5554bDzzwQDQ3N8eoUaPKPPmH89RTT8WECRPi85//fAwaNCgaGhripptuirq6ujjllFOiR48eVX0ON73LfHOdOnWKrl27lv6fq+b9IiL++te/xgUXXBBf+MIXYuDAgfHmm2/GddddF/369Yvhw4dHfX191e/45S9/OW6//fY4//zzY9SoUTFnzpxYsmRJ/PSnP41evXpV/X6bW7t2bTQ2NrY5Vu3PpZ/61KfiqKOOigsuuCDGjx8fPXv2jMceeyweeOCB+OEPfxhdunSJESNGxNSpUyMiYtmyZXHXXXfFVVdd1T4DtstPe/iIZs2aVZx00knFYYcdVkycOLFYs2ZNuUf6yCZPnlw0NTVt8WvTD8ZZs2ZNceGFFxaHHXZYMWLEiOL+++8v88Rb56677nrP/ZqamorJkycXRVEUy5cvL84+++zikEMOKU477bRi/vz5ZZ566/ztb38rxo4dWxx00EHFIYccUpx11lltfpBYtZ/Ddxs8eHDp8VkUtbHfo48+Wpx++unFAQccUBx55JHFd7/73WL16tWl22thx0WLFhVf/epXi4MOOqg4+eSTSz/EqChqY79Nhg0bVlx66aVbHK/2HdesWVNcccUVxZAhQ4r+/fsXJ510UnHnnXeWfmhcS0tLMWXKlOLII48sPve5zxU333xzu81WVxTv85ZSAID/ryLfwwAAVBbBAACkBAMAkBIMAEBKMAAAKcEAAKQEAwCQEgwAQEowAAApwQAApAQDAJASDABA6v8B9A2o7lLLBZYAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def overall_stats():\n",
" durations = [d[\"duration\"] for d in data if d[\"duration\"]]\n",
"\n",
" print('所有運輸:')\n",
" print(f'> 總訂單量: {len(data)}')\n",
" print(f'> 時間中數: {np.median(durations):.2f} 天')\n",
" print(f'> 平均時間: {np.mean(durations):.2f} 天')\n",
" print(f'> 時間分佈:')\n",
"\n",
" sns.boxplot(x=durations)\n",
" plt.show()\n",
" sns.boxplot(x=[d for d in durations if d < 80])\n",
" plt.show()\n",
"\n",
"overall_stats()"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:16:42.541632Z",
"start_time": "2023-04-03T10:16:42.072640Z"
},
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"總共有送往 90 個國家的訂單\n",
"集運目的國家統計: 前 30 國家的訂單數\n"
]
},
{
"data": {
"image/png": 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ERMDT0/Ol20iWwRj/+Nnb23NlaIkYK+kYK+kYK8MYGi9DxtpaTOLTsWNH8dFUnsDAQISFhcHPz08sO3jwIA4fPizpnP7+/hg9ejSuXr3KxIeIiMgMWETiM3jwYOTm5qJixYo6+ypWrIjKlStr1e3fv79WnVOnTmHIkCFaZSdOnMCsWbPE7UOHDhVvo4mIiKjYWUTikzcZoRS2trY6A6SaNWuG2NjY4m4WERERlTKLSHxexqlTp7QehREREZH5YuJTiEaNGmH9+vWS6rZs2fKlr2ftzrFCZRX/2xIRGZ9FJz5xcXEF7g8KCkJQUJDk850/f/4lWwS4tf/gpc9BpkvQaCCTy43dDCIii8V/gU2ISqXi7J4SKJVKxMbGmmWsmPQQERkX/xU2IYIglNrEduZMEIRSXfaBiIjKDiY+JkQmk3HBUwlkMhns7e0ZKyIiMphFj/ExNQqFglOaS2Bvb486deoYuxkijtshIjIfTHxMzL0jK5GdctvYzSCJbN2r4JX2U4zdDCIikoiJj4nJTrmN7Ic3jd0MIiKiMqlU++djYmLw448/6h2Uevr0aYwePRq5ubmSzzdw4ECsXbtWcv3U1FTs27cPY8eORdeuXZGSkqL3nDt37pR8TiIiIjIfpdrjk5mZiWXLlmHv3r1YtGgRLl68KCY6+/fvR1paGn7++WexvoODA9q0aVPg+RwdHQu85oEDB/Dnn3/iwoULuHnzJpydndG9e3eMHj0abm5u0Gg0EAQBVlZWOscmJyejRYsWBt9nTEyMzrIXREREZHylmvi88cYb+PHHH/HFF1/A2toaISEhaN26NWxtbeHu7o6cnBz873//gyAIePLkCa5evVpg4vP06dNCE5/s7GxUrVoVbdq0weHDh+Hm5oa5c+eK+7/66iv8+++/WLJkic6xbm5u+OWXX8Tte/fuYciQIdi5cyfKlSuHPXv24NixY1i9erXWcTY2NlJDQkRERKWo1F9FcXFxwdy5c8WV0qdPn45Hjx5h2rRpePToEQYMGABBEDBu3LhCzyWlx6dPnz4YM2YMOnbsiAoVKhjUVmtra1SrVk3888orrwAAKleujGrVqsHNzQ22trZadapVqwY53/AhIiIySaXW46NSqfDrr7+iY8eOWo+VrK2t0aJFC/zxxx8AgKNHj2LUqFHIzMwU69y+fRsqlUrnnBkZGUhLS8ONGzd09jk7O6NixYqIi4tDeno6AODBgwfQaDQ4c+YMAMDb27vQdn/zzTdo27YtqlevXmjd3bt3w8vLC2+99Zbe/YGBgfkem5iYKKk9ZJpMdULFvNmtzXGW69LGWEnHWEnHWBmmqPESBEHy3G6llvgkJibiq6++wldffYVZs2bhzTffBAD88ssv2LNnD548eYLk5GRERUUhKioKvXr1Eo8dN24crly5ove88+bN01veq1cvLFmyBBs3bkRMTAwA4M6dO7Czs8P169cBAP379y+03bdu3cLWrVu1Ho/po1Kp8Nlnn+l9ZEZlX3x8vEn/w5aQkGDsJpgNxko6xko6xsowhsZLpVJJHltbaolPtWrVsHfvXmzduhVJSUlieYcOHVCjRg2sWrUKTk5O8PHxweTJk5GRkYHw8HAAQGRkpM75fv31V4wdOxY2Njb4448/4Obmpve6y5YtAwDcvHkTXbp0Qbdu3bSSpbCwsALb3a9fPwwcOBCTJ08usN6RI0fg5eWFt99+O986UVFR+e4rqDeITJ+vr6/J9vgkJCTAx8eHk2MWgrGSjrGSjrEyTFHjpVAoJNct1cHN1tbWGDJkiFZZdHQ09u/fj88//xwffvghxowZg5CQEMycObPAcx09ehTt2rXD9evXsW/fPgwdOrTA+mvWrIGdnR0iIyPRpk0btGzZUlKb69Wrh+rVq2PPnj1o3bq13joajQbr1q3D+PHjuYyChTL1f9Ds7e3h4OBg7GaYBcZKOsZKOsbKMIbGy5Df3lIfhavRaPD333+L202aNMGaNWvg6uqKmTNn4tVXX0VYWFiBN5GWloYjR46ga9eu+OCDD7Bt2za9Y4DyXL58GefOnUPXrl3x+uuvY/bs2di2bZvkNvfv3x/btm2DRqPRu//gwYPQaDRo166d5HMSERFR6Sv1xOfo0aOYNm0aBEHAt99+Cw8PD9jZ2eGff/7BtGnTAABOTk6oXr06Nm7cqPccX3/9NVxcXBAYGIhevXpBqVRi/fr1euumpaVh0qRJmDhxIuzs7ODj44NNmzYhLCwMp06dktTmzp07o1WrVvmO4XB0dMSsWbP4NhcREZGJK/UlKzZv3ox+/fph8ODBOHfunFiek5MDQRBQt25drQRi9OjRGDNmjLh97tw5fPfdd/j888+hUCigUCgwZ84cTJ06Fa1atUKDBg3Eumq1Gh999BF8fX3RvXt3XLp0CQBQo0YN7N69G56enrCzs0NGRkaBbXZ0dERISAhu3bqld39Bcw0RERGR6SjVxOfSpUs4d+4cvvjiC4wcOVIsT0pKQvfu3VGjRg04OztjzZo1sLbWbdrly5cxfPhw9OrVS2swcMeOHREVFYXg4GBs3rwZdevWBfDsmZ+npydmzJih0xvj5eUFAFqJEhEREZVtpZr4bN68GZ06dUL58uUBALm5uThy5AiWLFmCbt26Ydq0aRg5ciQGDBiA0aNHIyAgAPb29sjNzUVERAS++OILtGnTBvPnz9caAySTybB48WJMnjwZgwcPxrRp09CnTx9YWVnhk08+KbRdT548QVpamvg5b+blFStWYMOGDTr1mzdvrrXt5+entf3pp5+id+/ehgXn/9m6VynScWQc/O9FRGReSi3xUavVuHz5Mj755BMIgoCPP/4Yv/32G7y8vDBz5ky88847kMlk2LBhAzZv3oyQkBCkp6dj3LhxOHbsGK5du4apU6eiX79+esfS2NjYYOXKlVi7di0WLlyIS5cuYeHChdo3q6cXCQDi4uIwbNgwlCtXDp6enmjWrBkAYOTIkfjggw8MvlcXFxeDj8nzSvspRT6WjEPQaCDj+C4iIrMgE0px8pHs7GwoFArIZDJcvnwZLi4uqFSpkt66arUasbGxeOWVV5CYmAgvLy/JS05cvXoVrq6u4rIYhckLgTFfRQ8MDIRKpcIvv/xi8q9GG5tSqUR8fDx8fX0Zq0JkZmbi8uXL8Pf356u0hWCspGOspGOsDFPUeOUNfylovrw8pfqo6/lZFf39/Qusa2Vlhfr16wOA+GhMqlq1ahlU31Tm3hEEwSQnwTM1giCY7BIRRERk2tg/b0JkMpnJJGGmTCaTwd7enrEiIiKDlfrr7JQ/hULBRzcS2Nvbo06dOgXW4bgbIiLSh4mPibn22wooU28buxlmzd6tCmq2nWrsZhARkQli4mNilKm38fTRDWM3g4iIqEyyuGcBI0eOxNatW7XKzp8/j4CAACO1iIiIiEqLRfT4PH36VPycm5sLlUqlVZa3BtfzZXZ2dtixYwfmz59v0LXCw8OZRBEREZkoi0h8WrVqhfT0dHE7OjoaS5cu1anXqFEj8fO+ffsAAA0bNkRYWJik67Rt2/blGkpEREQlyiISnzNnzoifR44cibfffhsDBgzAlStX4OvriytXrmDkyJH466+/tI47f/48bGxs4OjoWOCaXrVr10ZkZCRfryYiIjJxFpH4PO+tt95CjRo1oFar0bNnTxw4cADu7u7o3r17vscoFArExMSI26NGjUKXLl3QrVs3AKYzASIREREVzGISn6VLl+Lbb7/VKc9LXoBn43OcnZ21eoiAZ4nN87NOy+Vy2NjYaJVJ8fyK8i9KTEyEt7e3QeejgnF25//Gr+X9TfljrKRjrKRjrAxT1HgJgiC5E8JiEh8AGDJkCKZNmwbg2VpgDRo0wL59+1CzZk0Azx5tjRo1Su+xISEh2LVrl7gdHR2N6dOnAwCmT5+O4ODgEm49GSo+Pp7/2Py/hIQEYzfBbDBW0jFW0jFWhjE0XiqVSnJnhEUlPnK5XFyhXaPRAHi2JlheWX6rtwNAaGgoQkNDAQDBwcHo3r073Nzc4OjoiMaNG0u6fkGLpxXUG0RF4+vryx4fpRIJCQnw8fHhrOCFYKykY6ykY6wMU9R4KRQKyXXLfOKjVquRkpKCzMxMAEBycjIAIC0tDcCzV9jzyh4/fgyNRoPk5GQ4OjoWem4PDw+MHTsWERER8PT0LKE7oKLiPzL/sbe358rQEjFW0jFW0jFWhjE0XoaMtS3ziU9iYqJWb8r27du19vfv31/nmBYtWmDWrFmFdpv5+/tj9OjRuHr1KhMfIiIiM1DmE5/KlSsjLi5Oq0wQBAwZMgQqlQo3btzA9u3bUb16dZ1jIyIiAACnTp3CkCFDtPadOHECs2bNErcPHTpU/I0nIiKiYlXmE58XZWZmIiQkBLdu3cLu3buxfft2jBw5EqtXr4a/v7/eY5o1a4bY2NhSbikREREVN4tJfB48eIB9+/Zh8+bNqF69On744QeUL18eY8aMgY2NDfr164d3330X/fv3R61atcTnhadOnYKfn5+RW09ERETFocwnPvHx8Zg0aRJu3LiBZs2aYcmSJWjZsqWY2MhkMowYMQItW7bE+vXr8e6776JcuXIYPnw4bG1t0ahRI6xfv17StVq2bPnS7bV3q/LS57B0jCEREeWnzCc+Pj4+mDp1Kl5//XU4OzvnW6927dr4/PPPoVQqcf78edSsWRMVKlRAUFCQ5GudP3/+pdtbs+3Ulz4HAYJGA5lcbuxmEBGRiSnzvwwymQxvv/12gUnP8+zt7dG8eXNUqFChhFumS6VSccI9CZRKJWJjYwuMFZMeIiLSh78OJkQQBIufcE8KQRC4HAURERUJEx8TIpPJuOApERFRCWLiY0IUCoVZzDYs/P9yH0REROamzA9uNjcxx5Yh4/FtYzcjX06uVdCg9XRjN4OIiKhImPgUQXBwMF5//XWMHz++2M+d8fg20h/dKPbzEhERkQUlPkePHsWoUaMKrdeiRQts3LixFFpEREREpc1iEh8AqFixIrZu3Zrv/i1btiA+Pr4UW0RERESlyaISHxsbG1SrVi3f/eXKldPaHjhwIE6dOqW3bnR0NNasWaNTPmDAAMydO/flGkpEREQlwqISH0MtXbpUa5K8Y8eOYdu2bfD09ET58uVx7NgxbN68GW5ubmIdFxcXYzSViIiIJGDiU4BXXnlF/CwIAqZOnYphw4bh6NGj8PPzQ25uLo4fP44pU6ZIOl9gYGC++xITE+Ht7f3SbS4txpxAMC8Z5SzXhWOspGOspGOspGOsDFPUeAmCIHkePItKfHJycnDr1q189z958iTffZGRkXj06BHeffddHD16FAAwatQoDB06FO+++26Bj9DKovj4eKN/kRMSEox6fXPCWEnHWEnHWEnHWBnG0HipVCrY2tpKqmtRiU9SUhI6dOhQYJ0WLVroPS40NBSLFy/WmmDw9ddfR5cuXTBjxgxs3boV1tYFhzMqKirffQX1BpkiX19fo/b4JCQkwMfHxywmfDQmxko6xko6xko6xsowRY2XQqGQXNeiEp9KlSrht99+y3f/l19+qbPCulKpxLhx4/DWW2+hXbt2OsdMnToVvXr1wvz587Fo0SKLWXLCFL7A9vb2cHBwMHYzzAJjJR1jJR1jJR1jZRhD42XIby+XrCjA06dPMWHCBOTk5GDx4sV6A+vq6oqvvvoKP/30ExYsWACVSmWElhIREZEUFtXjY4js7Gz0798fVlZWCAoKQsOGDbX2v/g6+/r16zFjxgzcv38f69atK+3mEhERkQQWlfio1WqkpKTku//5wbq2traYPHkyAgICAABNmjQR982ePRv+/v4YMGCAWObr64udO3fi6dOnJdByIiIiKg4Wlfjcv38fzZs3L7DO84Ob27ZtK36uUaOG+NnBwQFubm5aZQBQtWrVYmopERERlQSLSny8vb2xf//+fPd/9913uHr1aim2SJeTaxWjXr8wpt4+IiKiglhM4tOmTRu0adOmwDpSV1svyUVMG7SeXmLnLi6CRgOZnOPiiYjI/PDXy4SoVCqjTwooBZMeIiIyV/wFMyGCIBhtUkAiIiJLwMSHiIiILAYTHxMik8ksZuZnIiIiY2DiY0IUCoVJLAXxPEGjNnYTiIiIio3FvNVlLv76fSnSn9w2djMAAM7lqiCg1QxjN4OIiKjYWETic/HiRRw+fBhjxoyBo6Ojzv6AgACsXbtWa3ZmY0l/chuPH103djOIiIjKJItIfGxsbBAdHY0ff/wRISEh6NChg6TjIiIiMH/+fIOuFR4eLi5zQURERKbFIhKf2rVrY+fOnfj666/x559/ok2bNkhPTxf3C4KA9PR0cR0vhUIBJycnAEDDhg0RFhYm6TrPL3FBREREpsciEh/gWTIzbtw4CIKAf/75B3369NHaP2rUKPFzt27dsGLFCgDPeoscHR3RoEGDfM9du3ZtREZG8o0sIiIiE1fmEx9BEHDlyhX4+/sDePbKeP369REXFyfWKWyMj0KhQExMjLg9atQodOnSBd26dRPPSURERKavzCc+169fx/vvv4+2bdti6tSp8Pb2NvgcMpkMtra24rZcLoeNjY1WmRSBgYH57ktMTCxS20qDUqk0qRml85b1MIflPYyNsZKOsZKOsZKOsTJMUeMlCILkTogyn/jUrFkThw4dwuLFizFixAhERkbi8ePHUKv/m59GEAQ8fvwYycnJYlm5cuW0zhMSEoJdu3aJ29HR0Zg+/dmCotOnT0dwcHAJ34nxxMfHm+SXNiEhwdhNMBuMlXSMlXSMlXSMlWEMjZdKpZLcGVHmEx8A8PLywurVq/HkyRPI5XL06dMHd+/e1aozduxYre1NmzZpbYeGhiI0NBQAEBwcjO7du8PNzQ2Ojo5o3LixpHZERUXlu6+g3iBj8/X1Nbken4SEBPj4+JjchI+mhrGSjrGSjrGSjrEyTFHjpVAoJNe1iMQnj42NDZKSkvDbb78BeNbTM3ToUHh5eWHJkiU69W/dulXg+Tw8PDB27FhERETA09OzRNpsCkz1y2pvbw8HBwdjN8MsMFbSMVbSMVbSMVaGMTRehoy1taglK9atW4dPP/1U3P79999x8eJFTJ06FWq1GufPnzfofP7+/hg9ejSuXr1azC0lIiKikmAxPT63bt3C5s2bsW3bNgBAbm4uli1bhgkTJqBChQpISUnBuHHjsHTpUrz11ltax546dQpDhgzRKjtx4gRmzZolbh86dKjE74GIiIhejsUkPosXL8Y777yD+vXrAwB++OEHWFlZ4f333wcAuLu7Y+HChZg5cyYOHDgAV1dX8dhmzZohNjbWGM0mIiKiYmQRic+xY8dw8uRJHD58GABw8uRJfPrpp2jRogUWLVqEBw8e4P79+7h//z7S0tLw1Vdfib05p06dgp+fnzGbT0RERMXEIhKfPXv2YNiwYeI8OU+fPsUrr7wCjUYDOzs7tG7dGj4+PqhevToyMzPRs2dPDB48GADQqFEjrF+/XtJ1WrZs+dJtdS5X5aXPUVxMqS1ERETFwSISn6VLl2q9jh0YGFjg6+Pr1q1DxYoVERQUhKCgIMnXMXRwtD4BrWa89DmKk6BRQya3MnYziIiIioVFJD6Gvo7dvHnzEmpJwVQqFZRKpUm9Ps6kh4iIyhKLep3d1AmCYFITBRIREZU1THxMiEwm44KnREREJYiJjwlRKBQm9ZgLADQadeGViIiIzIRFjPExJ78fX4InT/41djMAAOXKVUWrljON3QwiIqJiY1GJT37L1qvValhZmcYg3idP/sWjlOvGbgYREVGZZDGPunJzczF69GhxyYrn9evXDzt37jRCq4iIiKg0WUSPj0ajwSeffIJHjx6hV69e6Nu3L9Tq/8auXL16FV9//TUiIiLEsjZt2qBChQqYP3++QdcKDw9HQEBAcTWdiIiIilGZT3xUKhVmzZqF69evY9OmTXBwcEBYWJi4Py0tDV26dMG3334LOzs7sdzOzg4//vgjGjZsqFW/IG3bti329hMREVHxKfOJz99//42HDx9i27ZtuHbtGpYtW4auXbtiwYIFAICcnBwAwLBhw7SO27t3LwDAxsYGjo6OaNCgQb7XqF27NiIjI/kqOhERkYkr84lP8+bN0axZM2g0GsybNw/dunVDVlYWGjdujCVLluCdd97BlStXsHPnTqSlpSE4OBgBAQHQaDTiORQKBWJiYsTtUaNGoUuXLujWrRsASE54ClomIzExUVxLzNQolUqTmlhRqVRq/U35Y6ykY6ykY6ykY6wMU9R45ffykj5lPvEBACsrK2zatAkZGRkYPHgwjh8/btDxMpkMtra24rZcLoeNjY1WWVkWHx9vkl/ahIQEYzfBbDBW0jFW0jFW0jFWhjE0XiqVSvJvskUkPsePH8fKlSvRuHFjKBQKAMDPP/+Mv//+G/fu3UP79u2Rnp4OQRCwfft2PHnyROccISEh2LVrl7gdHR2N6dOnAwCmT5+O4ODgQtsRFRWV776CeoOMzdfX1+R6fBISEuDj42NyEz6aGsZKOsZKOsZKOsbKMEWNV95vuxRlPvH5559/MHHiRDRu3Fgsa9OmDU6ePFngcS8GMTQ0FKGhoQCA4OBgdO/eHW5ubnB0dNQ6d1lkql9We3t7ODg4GLsZZoGxko6xko6xko6xMoyh8TJkjG2ZT3yUSiX69OmDRo0a4fvvv8e9e/fQvXv3Qo9r0aJFoa+le3h4YOzYsYiIiICnp2dxNZmIiIhKSJlPfJo2bYomTZrg559/BgC88sorOHPmjLg/OTkZS5cuxfLly3Uyxufn9dHH398fo0ePxtWrV5n4EBERmYEyn/gAul1ghw4dgpeXF44cOYLBgwfjwYMHOHz4MDp16oQtW7agXLlyWr1Cp06dwpAhQ7TOceLECcyaNUvrnERERGTaLCLxeZ4gCFizZg0WL16MI0eO4N1330VISAgyMjJw69Yt1K5dGzNmzMA777wjHtOsWTPExsYasdVERERUHCwu8YmMjIS9vT0aNGgAuVyO3Nxc1K5dGwAwZ84cvPnmm6hVqxYiIiKgUChw6tQp+Pn5GbnVREREVBwsLvHx8vLCnDlzIJPJ0KlTJwwdOlRct8vGxgYTJ05E7dq1kZubizNnzqBRo0ZYv369pHO3bNnypdtXrlzVlz5HcTGlthARERUHi0l83nzzTfj7+6NatWpi2aRJkzBp0iSduhUqVAAA1KxZE0FBQZKvcf78+ZdtJlq1nPnS5yhOGo0acrmVsZtBRERULCwm8XFxcYGLi4uxm1EglUoFpVJpUvPmMOkhIqKyRG7sBtB/BEEwqRmSiYiIyhomPiZEJpNxhXciIqISxMTHhCgUimJ/zKUR1MV6PiIiInNmMWN8zMXPfy5BypPbxXIu93JV0PEt0xosTUREZExmnfgIgoCkpKQytVxEypPbSE69buxmEBERlUlm/agrPT0dnTt3xv/+9z+Djx04cCDWrl0ruX5qair27duHsWPHomvXrkhJSdF7zp07dxrcFiIiIiodZtPjExsbi0GDBumUK5VKjBgxAnZ2dlrlEydOxMCBA/M9X2ZmJhwdHQu85oEDB/Dnn3/iwoULuHnzJpydndG9e3eMHj0abm5u0Gg0EAQBVlZ85ZuIiMgcmE3iU6dOHXFV9bFjx6JLly7o3LmzuD8pKQmdO3dGZGQkKlWqVOj5nj59Wmjik52djapVq6JNmzY4fPgw3NzcMHfuXHH/V199hX///RdLliwp4l0RERFRaTKbxOd5fn5+OHTokFbic+jQIfj6+kpKegBpPT59+vQRP585c0Zc2oKIiIjMk9kkPp07d0ZSUpJWWZMmTXTqPV+2bt06eHp6QqVS6dTLyMhAWloabty4obPP2dkZFStWRFxcHNLT0wEADx48gEajEXudvL29Db6HwMDAfPclJiYW6ZxSKJXKMjUxolKp1Pqb8sdYScdYScdYScdYGaao8RIEQfI8eGaT+Bw8eBBKpRI//vhjoXXr1q2LOnXqAAB69OiBK1eu6K03b948veW9evXCkiVLsHHjRsTExAAA7ty5Azs7O1y//uyNq/79+xflNowiPj6+TH7pEhISjN0Es8FYScdYScdYScdYGcbQeKlUKtja2kqqazaJD/Csl2bOnDn46quv8q2zYcMGJCcni4lPZGSkTp1ff/0VY8eOhY2NDf744w+4ubnpPdeyZcsAADdv3kSXLl3QrVs3rWQpLCzMoPZHRUXlu6+g3qCX5evrW+Z6fBISEuDj42NS65qZIsZKOsZKOsZKOsbKMEWNl0KhkFzXrBIf4Fl31pdffpnv/tu3b6NFixYFnuPo0aNo164drl+/jn379mHo0KEF1l+zZg3s7OwQGRmJNm3aoGXLlkVqu7GU1S+bvb09HBwcjN0Ms8BYScdYScdYScdYGcbQeBmy3JPZJT5WVlbYs2dPvvsnT55c4PFpaWk4cuQIFixYgIcPH+K7777DgAED8s0WL1++jHPnzqFr1664e/cuZs+ejZEjR2LAgAEvdR9ERERU+swq8ZHJZHBwcECPHj0AALm5uZDJZFrz6KSkpKBu3br5nuPrr7+Gi4sLAgMDoVKpsG7dOqxfvx7jx4/XqZuWloZJkyZh4sSJuHTpEnx8fBASEoJBgwahZs2axX+DREREVKLMKvFJTU3FDz/8AEEQkJqaiqtXr2L79u1YuHAhXnvtNQDA2bNnxTexXnTu3Dl89913+Pzzz6FQKKBQKDBnzhxMnToVrVq1QoMGDcS6arUaH330EXx9fdG9e3dcunQJAFCjRg3s3r0bnp6esLOzQ0ZGRsnfOBERERULs1myQhAEzJ07F9HR0fj999+xZcsWDBgwAFOnTsWMGTOQlJSEI0eOwNraGlOmTMG5c+e0jr98+TKGDx+OXr16aQ0k7tixIzp16oTg4GAxuQGe9S55enpi+fLlkMu1w+Tl5QWZTIYGDRrgzTffLNkbJyIiomJjNj0+69atQ0ZGBoKCgrBt2zZxbppWrVrh7bffRmpqKmbOnImTJ09i/PjxmD59Ovbv3w8bGxtERETgiy++QJs2bTB//nytQVAymQyLFy/G5MmTMXjwYEybNg19+vSBlZUVPvnkk0Lb9eTJE6SlpYmfbWxsXuo+3ctVeanjS+pcREREZYFZJD6CIEClUmHNmjVQKBRo3Lgxdu/ejUaNGol11Go1evXqBRsbGwwePBhVqlSBlZUVBg0ahGvXrmHq1Kno16+fTu8NANjY2GDlypVYu3YtFi5ciEuXLmHhwoVadayt9YcqLi4Ow4YNQ7ly5eDp6YlmzZq91L12fGvmSx3/Io2ghlzGtcSIiIgAM0l8ZDIZJk6cKG43aNCgwIkMZTKZ+Djr448/hpeXFypUqFDgNRQKBSZPnowuXbrA1dVVZ/+MGTP0Hte0aVNcvHjRoFfp8qNSqaBUKov19XMmPURERP8xi8TnZdSrV8+g+rVq1TKofnEkPHkEQShTEw0SERGZGrMZ3GwJZDJZsSZSREREpI2JjwlRKBTFPsuyRuCK8kRERHnK/KMuc7P75BI8TLtdLOeq4FIF775RvIOliYiIzBkTHxPzMO02Eh9fN3YziIiIyiSze9R19OhRHD58ON/9giDg9u3buHXrVrFdMysrC/v378934PHOnTtx5cqVYrseERERlQyz6/Gxs7PDnDlz0Lp1a9jZ2QEAHj58iN9//x2nTp3CX3/9BaVSidatW2PRokV45513cPfuXYOuMWDAAMydO1fc1mg0WL16NTIyMvD+++9r1b1w4QIWLFiAHTt2vPzNERERUYkyi8QnNzcXDRs21Cpr0qQJZDIZAgIC0Lx5c+zevRsffPABgoOD8eqrr4oTFW7fvh0ajUY8LioqCr/88guWLl2KR48eoXfv3oiKitKaoPDFAcYODg5YtGgRxowZgzfffBM+Pj4AniVEn3zyCYYOHYo6deqU0N0TERFRcTGLxMfa2hoxMTHo27cv1q5dC09PT3z//fe4ePEiPv30U2zcuBENGzbU6Y0BgIoVK2ptu7q6ws7ODl5eXuKq7l5eXnpnZtZoNLh37x4AoEqVKggKCsK9e/fEuseOHUNiYiJ69uyJO3fuAADc3d3h4OBQrPdPRERExcMsEp+cnBykp6ejZs2a+PXXX9GpUyds3boVU6ZMQUpKSoHHCoKgtVp7ZmYmcnNzkZaWJpanpaWJyYxMJoOzszMAQKlUai1oCgAbN27UuUbnzp3FzytXrkSXLl30tuXFcz0vMTER3t7eBd5LUeWta1ZWKJVKrb8pf4yVdIyVdIyVdIyVYYoaL0EQJM+DJxPM4Bfx7NmzGD9+PIBna3KlpqaKS1DI5XIMGTIEy5Yt0zkuMDAQy5cv11rTqzCenp44fvx48TRcT3vyk5f4vDejdrG91eXt+ipGdliL2NhYfumIiKjMmjhxImxtbREVFVVoXbPo8WnUqBH+/PNPAMD9+/fRtWtXcRt41gvTvXt3zJo1C0lJSejRowdOnDgBhUIh1jl9+jRcXFzwzTff4NatW1i0aBGSk5PRokULXLp0CdbW1vjf//6HmTNLbt6bgv6DFJQUvSxfX98y1+OTkJAAHx+fYp/wsaxhrKRjrKRjrKRjrAxT1Hg9/3tfGLNIfARBgFr9bAbi3NxcCIKA3NxccX92djYqVKgAd3d3qFQqAM/G2gDA06dPxXrJycnYtm0b5s+fr3X+rKwsODk56U0OsrKyJL8V5uXlBUdHR4PurTSU1S+bvb09x1NJxFhJx1hJx1hJx1gZxtB4GbLck1kkPleuXEHPnj21yurWrSv+3bRpU5QvX77Ac+zZswebNm1C+/bt0bJlSwBA+fLlUatWLTRu3Fis5+npqXPtfv36SWrnhg0bxHMTERGR6TGLxMff3x+xsbH49ddf0aBBA3Tr1g2HDh1CYmIiGjRogJkzZ6JGjRoFnkMul2P+/Plo3bq1mBnK5XIcOHAA6enpyMnJwenTpxEaGqp13Ouvv464uLgSuzciIiIqPWYzc/PRo0exfft2MWl58uQJpk+fjpycHCQmJur01LyoZ8+eaNOmjd7uMGdnZ7i7u4tvcxEREVHZZBaJT0ZGBpYtW4YxY8aIZa+++ioaNGiA7du3IyYmRutxFREREZE+ZvGoS6PRYMyYMWjatClu3/5v5fIZM2bgxx9/RKNGjeDk5FTgOZo2bSrpWs/3HE2ePBkHDx40qK2VKlXCb7/9ZtAxREREVDrMIvFxcXFBz5498euvv2L27Nlag5NjY2Mxbty4Qs9x5MiRQpOjs2fPYvny5eL2nDlz8NFHHxnUVn0zQBuigkuVlzq+pM5FRERUFphF4pOnXbt2aNeunVbZ0qVLtba9vLy0BiM7OjpKHpz84vnd3d3F1+JLy7tvFO88QhpBDbnMqljPSUREZK7MYoyPpVCpVMU+wzKTHiIiov8w8TEhgiCUqRmWiYiITA0THxMik8kMmn2SiIiIDMPEx4QoFIoiLy+hEdTF3BoiIqKyx6wGN1uC9aeXIjH9duEVn+PtXAUjm84ooRYRERGVHUx8TExi+m3cenLd2M0gIiIqkyz6Udd7772Hv/76y9jNICIiolJiFj0+d+7cQWBgoMHHLV26FJ9++qlW2Zw5c9C1a1dxe9u2bRg0aJBWnV69emHJkiUADJ+9OSoqCpUrVza4rURERFTyzCLx8fLywu+//65VtmLFClSqVAlBQUGIiorCnj17sHbtWq06Tk5OeOONN3DgwAGcOnUKixYtgouLi1ad9957D59++ik2bdqE27dvY+7cuVqzL8+ZMwcjRoxASkoKqlWrptO2CRMm4J133kHnzp3FthIREZFpMovEx9raWiehcHBwgIuLC7y8vODq6gqFQqE36XBycoKrqyvs7e3h5eWF7OxsjBs3DmvWrAEA2NjYwNHREQqFAtbW1nB0dNQ63t3dHfv378fRo0fx3Xff6Zzf1tYWbm5u7OUhIiIyA2aR+ABATk6O1qzGOTk5yMrKQlpaGjIzM6FWq5GWlibut7a2hoODg855nj59isuXLxt07T/++AMtWrQoeuP/X0GP6xITE+Ht7f1S51cqlRYxAWLe/wfFPct1WcRYScdYScdYScdYGaao8RIEQfI8eGaT+ERHR2PUqFE65atXrxY/P78Ce7du3bBixQqd+pmZmXoTovwolUqcOnUK06ZNM7DFpS8+Pt6ivlwJCQnGboLZYKykY6ykY6ykY6wMY2i8VCoVbG1tJdU1m8QHAGrXro3IyEgAwIgRI9CtWzd069YNP/30E7Zu3YqIiAgAwOeff467d+8CAEJCQnD58mUkJydjwoQJ6Ny5s7hKe94SEdnZ2cjJyYFarUZ2djasra1hZfVsjatTp05BpVKhR48e+bbr7NmzmD17NgDA19cXhw8f1lsvKioq33MUZfD2i3x9fS2mxychIQE+Pj5FnvDRUjBW0jFW0jFW0jFWhilqvBQKheS6ZpX45Dlz5gz+/vtv8c0r4Fm2p9FoIJdrv6HfpEkTZGdnQ6PRoHnz5rh48SJ8fX0BAFlZWbh//z4aNGgg1t+7dy8+/fRT9O7dGwDQuHFjnYHVgiDgiy++wN9//w0rKyv06dMH3bp1AwAxYTIGS/tS2dvbG9R7Z8kYK+kYK+kYK+kYK8MYGi9Dlnsyq8QnKysLn3/+OcLDwxEaGgp3d3cAQN26dXHr1i34+/uLdfMSkV69eiE3NxcqlQpBQUH45JNP8OabbwJ4Nt6nXr16iIuLw9dff41bt24hNDRU65pOTk5iDxHwbGxRaGgoTpw4gW3btmH69OlwdXXl21xERERmwKwSH1tbW9jY2OCHH35ArVq1xHIfHx+cPn0ajx8/hiAIWL9+PR49eqT3HB9//DFyc3Px9OlTPHjwAJ6enpKvf+fOHXz00UfIzs7G999/zze5iIiIzIxZzdwsk8kwbtw4raTn+X1ubm5wd3eHnZ1dvueQy+VQKBS4cOECfHx84OzsXOh1VSoVvv32W3Tv3h1Vq1ZFREQEkx4iIiIzZFY9PkWRnZ2Ne/fuITY2FgMHDkS7du0waNAgrF+/Hh07dizw2KdPnyIyMhKbN29GTk4OVq5cidatW5dOw4mIiKjYmVXic+XKFfj5+Umq261bN8TFxeHdd9+Fh4cH3njjDQQEBKBFixbYtm0brl27hs8//1yc+ycrKwsqlQppaWmQyWRwdnbGN998g127dmHYsGHo16+fONAqIyMDDx8+hFwuR3p6OmxsbIrtHr2dq5TKMURERJbIrBKfmjVrIjw8vNB63377LVJSUuDr64uDBw+iSpUq4ojvDRs24Ntvv8W6deuwf/9+nbW89u/fD1dXV/z1118YN24cRo8erfOaXGpqKrp37y4Oam7WrFmx3ePIpjOKdJxGUEMuM94bZURERObAbBKfNm3aoE2bNpLqTp06VfxctWpVrX1vv/02OnTogGrVquG1117DkCFD8j2PlZWV3tfTq1SpgpiYGGkNN4BKpYJSqSzSa+lMeoiIiApnNolPcaldu7axm5CvvAkViYiIqGSY1VtdZZ1MJjNoEiYiIiIyDBMfE6JQKIo8+7JG0BRza4iIiMoei3vUZeqW/b0Z/6bfN+iYqs5emN54SMk0iIiIqAxh4mNi/k2/jxtPbhu7GURERGWSxT3qmjlzJsLCwrTKDh8+XODq6w8ePMDRo0f17lOpVPjmm2/yXSKDiIiITEeZ7/FJTk5GixYtdMpXrVqlU/b85IjPr9D++PFjTJkyBRERETpvhYWHh2Pbtm0ICgoq5pYTERFRcSvziU/58uVx9uxZcXvu3LmoUqUKhg8fLpYdOXIEGzduxPbt28Wy5yct9PPzw7BhwzBt2jTs3r1b3JeUlISwsDB88cUXcHR0LIW7ISIiopdR5hMfuVwuJiVZWVlo3rw5atSooZWoNGjQAMOGDdNJXpRKpfgIq0uXLkhKSsLNmzfh5OQEAPjiiy/QqFEjVK9eHXfu3AEAeHt76530kIiIiIyvzCc+zwsLC0NUVBS2b9+OlJQUsdzV1RWtWrXSKrO3t8fJkycxatQorXPs2LFD57yBgYHi5+joaHh4eOi9/vP1XpSYmAhvb2/J96KPUqm0iAkQlUql1t+UP8ZKOsZKOsZKOsbKMEWNlyAIkufBs5jE59q1a9i4cSM+++wzzJgxA1FRUQXWnzhxIsaMGYO4uLhSauHLi4+Pt6gvV0JCgrGbYDYYK+kYK+kYK+kYK8MYGi+VSgVbW1tJdS0i8UlLS8P06dNRqVIldOjQAe+8847eerdu3ULXrl1x8eLFEmlHQclWQb1BUvn6+lpMj09CQgJ8fHyKPOGjpWCspGOspGOspGOsDFPUeL24mHhBynzik5aWhmHDhuHq1auoW7cu5HI51q1bh/Xr12vV++STT1CvXj2d41NTU7UegRXE19cXcrnxZgiwtC+Vvb09HBwcjN0Ms8BYScdYScdYScdYGcbQeBmy3FOZT3yOHj0Ka2trTJs2DQcPHgQA5OTkoE+fPggJCQEAjBw5Erm5uXqP37lzJz777DNJ14qJiZHc1UZERESlr8wnPj169EDnzp3FpMdQI0aMwIgRI4q5VURERGQMFjFzs42NjU7Z999/j4YNG6Jhw4Y4fvy4EVpFREREpa3M9/jk5/333xcfdeW5deuWkVpDREREpcEiE5/u3btrjelJT08H8GxpiucHJ7/11lt4+PChQefu1asXlixZUjwNJSIiomJlkYlPtWrVtLaXL1+OAwcOwMnJCV26dBHLd+3aBbVabdC5X3bUflVnr1I5hoiIyBJZTOLTqVOnfOfKWbhwIRYuXKhT/rIzKRfF9MZDinScRtBALrOIIVtERERFZjG/lAqFQlxjy1SpVKoiz7zMpIeIiKhw/LU0IYIgWMTMy0RERMbCxMeEyGQyg2afJCIiIsMw8TEhCoXCoGUnNIKmBFtDRERU9ljM4GZzsez0PtxOL/wV+irOFTC9ac+SbxAREVEZwsQHz97qcnNzw/jx4yXVDwoKQrt27RAcHFzsbbmd/hA3ntwv9vMSERGRBSQ+586dw6ZNm7TKVq9ejYCAAOzevRuVK1fW2peWloamTZtywVEiIqIyqMyP8alZsyYmTpwIpVKJunXrYuLEicZuEhERERlJme/xcXJyEv94eHigRo0a4r4XJzRcs2ZNaTePiIiISlGZT3zy8+effxa438rKqpRaQkRERKWlzCc+arUaT58+RU5ODpRKJTIzM6FSqZCVlVXgcfb29mjdujUyMzP17j979iyWLVumU96sWTNs2bJF7zH5LZkBAImJiUVaIkOpVFrcpId5s1sXdZZrS8JYScdYScdYScdYGaao8RIEQfI8eGU+8bl69Sp69uwJADhy5Aj+/PNPeHl54aeffhLrZGRkwNraGnZ2dmJZnz59EBkZqTepmDx5Mt5880307dtXZ9/z5ygN8fHxFvuFSkhIMHYTzAZjJR1jJR1jJR1jZRhD46VSqSS/kFTmEx9/f3/ExcVh8uTJePvtt9G7d28AwNy5cwEAGo0GrVu3xurVq/H6669LOqetrS3c3Nx0VnkvTFRUVL77CuoNKoivr69F9vgkJCTAx8fHoAkfLRFjJR1jJR1jJR1jZZiixkuhUEiuW+YTH31SUlLQvHlzrbJ+/fppbYeHhyMgIKA0m1UklvxFsre3h4ODg7GbYRYYK+kYK+kYK+kYK8MYGi9Dlnsq86+z58fKygpxcXHo1asX1q5di23btqF58+aIi4tD3bp1jd08IiIiKgEWkfgIgoDs7Gz88ssvGDhwIO7f58zIRERElqjMJz5nzpzBW2+9hQsXLsDNzQ0ffPAB3N3djd0sIiIiMoIyP8anRo0aWLduHerVqwe5/Fmel5KSUuAxarUaAJCcnIwWLVroraPvdXZXV1f89ddfxdBqIiIiKgllPvFxc3ODm5tbvvudnJxgY2MDGxsbuLi4YOjQoUhPT0fVqlXh7u5e4JtYL8pLrF5GFecKxVqPiIiI/lPmEx993N3dERsbCwCYPXu2WL569WqdSZBeXMS0pE1v2lNyXY2ggVxW5p9WEhERFRv+ar7AkFfiiptKpTJoMkImPURERIbhL6cJEQTB4iYjJCIiKk1MfEyITCYzao8TERFRWcfEx4QoFArJMzFrBE0Jt4aIiKjsscjBzaZs+emfcTu94Nftqzi7Y1rTjqXUIiIiorKDiU8xefFtsKK6nZ6CG4+Ti6FFRERE9CKLedQVHByM48ePS6qr0Uh7jHTy5Em0a9cOcXFxeO+993D27NmXaSIRERGVMItJfPLcuXMHderUgZ+fH/z9/VG7dm2sWLECX375JerUqYP69eujbt262LNnT6HnsrGxgUajgZ+fH+bMmYNVq1YhOZm9NURERKbK4h51Va5cGbGxsRg4cCCmT5+OM2fO4PHjxwCAcePGYcyYMejduzeqV68OAKhfvz5UKlWB5/Tz8xM/T5gwARERESXWfiIiIiq6Mp/43Lp1Cz///DPu3LmDQ4cOQaPRoHXr1uL+F8fmpKam4v79+6hfv75YdujQIXh6euqcOyEhAf369cPJkyfFcxTHshVERERUMsr8r3RKSgr++OMPpKam4p9//sHVq1e19guCACsrK3H7r7/+QosWLbTKHBwc4OjoqPPH29sbOTk5yMnJEcukvo5OREREpa/M9/g0bNgQW7ZsQXBwMAYPHoyWLVuiTp06UKvV6NOnDwBg/Pjx4ozJ//vf/7R6hADg3r176Nq1KwRBQEZGBpycnCCTyTBv3jzIZDIkJSWhXLlyGDNmDBYuXIiKFSvqbUtgYGC+7UxMTIS3t7dB96ZUKi1ypue8ZT0MWd7DUjFW0jFW0jFW0jFWhilqvAx5s7rMJz4v0mg0iI2NRd++fbF48WIcO3YMubm5yM3NBQD8+++/YkIkCAI0Gg0qV66MM2fOICoqCuHh4di8ebMY4EWLFuHBgwfIysrC5cuX4eHhUWr3Eh8fb9FfpoSEBGM3wWwwVtIxVtIxVtIxVoYxNF4qlQq2traS6pb5xEcQBFy9ehVJSUn49NNP0bBhQyxevBhPnjxBuXLloFarYWVlJSY+I0eORFhYGNatW4fs7Gzk5ubi/PnzmDNnDp4+fQpra2u88cYbAIBvvvkGnp6eePDgAU6cOIH27dsXmHFGRUXlu6+g3qD8+Pr6WmyPT0JCAnx8fPhosRCMlXSMlXSMlXSMlWGKGi+FQiG5bplPfA4dOoT58+dDLpdj2rRpaNeunfgW1ttvvw0AmDp1qli/efPmWLZsGW7evAlnZ2fY2dmhQ4cOyMnJwY4dO/Ddd9/hxo0bGDJkCGrXro3atWvj6tWr2L17N8LDw0v13iz9S2Rvbw8HBwdjN8MsMFbSMVbSMVbSMVaGMTRehkwgXOYHN7dt2xbHjx9H3bp14eHhgXLlyiEyMhINGzZEXFwcgoODtQYyA0D16tVx7do1pKenw8XFBRqNBmvXrkWFChWQlJSExYsXY+DAgbCxsYG/vz+2b9+O1q1bo169eka6SyIiIpKizCc+dnZ2sLOz0yo7duwYWrRoAeDZ6+vPd5Gp1WqkpqZCLpfjxo0beOWVVyCXy7Ft2zbUrFkTHTt2xNmzZ9G7d28AgLe3N1QqFSZPngwA+PLLLy3y8RMREZE5KPOJz4tycnKwf/9+8c2tx48fw8vLC8Czgc+tWrXC48eP0bx5c/z9999o2LAhAODJkyf4+++/Ua9ePQwcOBA9e/bE6dOnsXjxYlhbWyM+Ph45OTnYtWtXsazZRURERMWvzI/xyc7ORmpqKtLT02FlZYXvvvsONWvWhJ+fH1QqFe7duwdvb29cvnwZcrkc0dHRAJ6NEN+/fz9WrlyJvXv34vPPP8eQIUMwePBgWFlZwd/fH1OnTkXv3r3h6uqK5cuXY8iQIfD39zfyHRMREVF+ynzi8+jRIwwZMgRVqlSBv78/IiIiMHv2bPzyyy+YMWMGqlWrhmrVqukcl5aWhjfeeAMBAQHIyclBly5dxEdiGo0G+/btQ3BwMAYOHIjc3Fz8/fffCA0NxcKFC1+qvVWc3YulDhEREemSCRY2ICW/SY7yXme3tpaWCxoyWZIUea+zF/TK+/M0ggZymcU9qQQAZGZm4vLly/D39+dbEoVgrKRjrKRjrKRjrAxT1HgZ8htqcb+c+SUr1tbWkpOegs7zMlQqleQJCS016SEiInoZ/PU0IYIg8I0wIiKiEsTEx4TIZDK+EUZERFSCmPiYEIVCIWk2Zo2gKYXWEBERlT1l/q0uc7P81FHcTn+c7/4qzq6Y1qxN6TWIiIioDDG7Hp+jR4/i8OHD+e4XBAG3b9/GrVu3tMr79++P/fv3F+maw4YNw7Vr1/Tua9u2Lc6cOVOk8+pzO/0xbjx+lO+fgpIiIiIiKpjZ9fjY2dlhzpw5aN26tbgUxcOHD/H777/j1KlT+Ouvv6BUKtG6dWssWrRInHtHEASdNbkA4M6dOzplHh4eWsvbX79+HVlZWSV0R0RERFRazCLxyc3NFZeOyNOkSRPIZDIEBASgefPm2L17Nz744AMEBwfj1VdfhVyu3ZklCIJOGfDfu//PCw8PR0BAgN62nDt3Dnv37hW3U1NTsXHjRrE3ydraGlOmTIGTk5PB90lEREQlyywedVlbWyMmJgZ+fn749ddfcfHiRXz88cfo2rUrvvnmGwBAw4YN8f7776NWrVpaCU6TJk3g5+eHCxcuYNKkSfDz84Ofnx8GDhwo1tmzZw9+//13/P7776hQoYJYnpqaiuTkZGg0GqSmpiIlJQXx8fGIjo6Gi4sLXFxcIJfL4eDgABcXF6SmpuLYsWNwdHQsveAQERGRZGbR45OTk4P09HTUrFkTv/76Kzp16oStW7diypQpSElJKfDY/fv3Q6PRYMiQIRg/fjwaN26Mn3/+Gf/73//EOhUrVoSHhwcAaD0OGzlyJC5cuAAAGD58OCpVqoRx48bB19cXU6dOBQAcPHgQQUFBaNKkCZYvX47KlSvzlXQiIiITZRaJz8WLFzF+/HgAzwY3L1y4EBUqVMC8efMgl8sxZMgQ7Nq1C7t27dI6LjAwEGFhYQCArKws+Pr6onLlyrC3t9caw5OfHTt2AABatmyJtWvXon79+tizZ0++9WvUqIH69evnu1/fY7U8iYmJ8Pb2LrRNeZRKpcVOdpg3u7XUWa4tGWMlHWMlHWMlHWNlmKLGy5BlpMwi8WnUqBH+/PNPAMD9+/fRtWtXcRsANm7ciO7du2PWrFlISkpCjx49cOLECXFgMwBkZGSgXLlyAJ6t2C4l8dFHrVYjOjoafn5+YtmAAQPEz19//TVq1qxZpHMbIj4+3uK/SAkJCcZugtlgrKRjrKRjrKRjrAxjaLxUKpXk33WzSHwEQYBarQbwbKCzIAjioqLAs0SmQoUKcHd3h0qlAgC4u/+3gnlqaiqUSqU4fkepVGolRYbIyspCmzZtcPnyZaxfvx61a9cGANy6dQt9+/ZFs2bN8j22oMXTCuoN0sfX19eie3wSEhLg4+MjacJHS8ZYScdYScdYScdYGaao8TLkN90sEp8rV66gZ8+eWmV169YV/27atCnKly+f7/E3b95EpUqVxEHHRenxefjwIbZt24akpCR4eXmhUaNG+Prrr7Fy5UoAz3qd3nnnnVL7H5tfoGcx4GrH0jBW0jFW0jFW0jFWhjE0XoaMrTWLt7r8/f0RGxuL1atX49ixY3B2dkZ0dDR27tyJPXv24MmTJ3B1dc33+CtXrqB69eridlZWlqTsUBAEnD59Gk+fPsW4ceNw5swZXLlyBX5+fujfvz/OnDmDqKgonDx5Ej///DNGjhxZHLdLREREJcQsenyAZ4Oat2/fjtdeew0A8OTJE0yfPh0HDhxAYmIiPD098z32yJEjaN26tbidkZFRYKKUZ9CgQfjnn3/Qt29fDBo0CK6urmjRogWmTp0KFxcXLF26FJMmTYK1tTXmzZuHSpUqvextEhERUQkyi8QnIyMDy5YtQ2hoqFj26quvokGDBti+fTtiYmLQuHFjvcc+ePAAp0+fxpIlS8SyGzduoGPHjuL2o0ePxM8azX8LgE6aNAk1a9aEi4sLAGDLli2oUaOGOLBZo9FArVYjMzOTr7ATERGZAbNIfDQaDcaMGYOmTZvi9u3bYvmMGTPw448/olGjRnpnShYEAQsWLEDr1q3h4eGBBw8eIDk5GdeuXcOHH34o1uvRo4fe6z6fTN24cQMrV67E8uXLce3aNWzcuBG//PIL5s6dC1tbW8yZMwf79u3DwIED8eabb+qdJZqIiIiMyywSHxcXF/Ts2RO//vorZs+ejZYtWwIAypcvj9jYWIwbN07vcYmJiYiJicHu3buh0WgQFBSEtLQ01KlTB2+99ZZYLzo6WpzA8L333tM78Pnhw4cYOHAg2rRpgw8++AC1atXCgQMHxMdbjRo1Qnh4OFasWIHNmzdLepSmTxXngo8rbD8RERHlTyaU8XeiMzIyin3dLEMmSpIq73X2gl55z6MRNJDLLLdHKTMzE5cvX4a/vz/fkigEYyUdYyUdYyUdY2WYosbLkN/QMv/rWRKLhZbUeB6VSiVpUkJLTnqIiIheBn9BTYggCBY7KSEREVFpYOJjQmQyGd8OIyIiKkFMfEyIQqEocEZmDXuDiIiIXopZvNVlSVb89Sdupz/RKa/iXA5TA97ScwQRERFJxcTnObm5ubC2Nm5Ibqc/wY3HqUZtAxERUVllEomPn58fdu3ahfr165fodZRKJVJSUpCamoqUlBTcvXsX169fx7Vr13Dt2jV4eHggIiJCXMwUAMLCwuDj44POnTuLZZs3b8bZs2exevVqAMBPP/2E7777Djt27CjR9hMREdHLMYnEpzARERGYP3++QceEh4cjICAAAHDmzBkEBwdDo9HA1dUVrq6uyMjIQG5uLvr06YP+/fujVq1aqFatGmxsbLTOU79+fSxatAi//vor5s2bh3LlyhXXbREREVEpK9XEJyMjI995alJTU5GcnKxVZmVlBXd3dwBAw4YNERYWJuk6bdu21dpu2LAhTp48CTs7O/Gtqa+//hp//fUXJk6cWOC53n77bezZswfLli3D2rVr8d1334n78tbsenH7xIkTYruJiIjIdJRq4rNhwwasW7dO777hw4frlNWtWxd79uwBANjY2MDR0RENGjTI9/y1a9dGZGSk1ivh2dnZyM3NBfBsRsg8KpUKarUaT58+1Xuu5x93OTk5YeHChcjNzcVHH32ELVu24Ny5c1i5ciUA4NChQ9i6dSu2bdsG4NnbWURERGR6Sv1RV48ePbB48WKtsrp16+KHH35AvXr1xLJdu3bpjJlRKBSIiYkRt0eNGoUuXbqgW7duAPTPqDxv3jzs3bs33/Y0atRIp8zV1RV//fUX/v33X2RmZqJ27drQaDTIzs4G8GzRVEEQxITqxW2ZTMbkh4iIyASVeuIjl8v1vjllZWWlVW5lZaVTRyaTaS0gKpfLYWNjo3dR0TxLlizBkiVLADybGXn79u3Ytm0b6tevj/j4eJQvXx729vaYPXu2zsKiN2/exMKFC9GqVSv07NkT7733ntb+F5OmvO1x48Zh/PjxOm3JW0tEn8TERHh7e+e7P49SqbT42Z3zHpdKWd7D0jFW0jFW0jFW0jFWhilqvAxZQ9MsBjc/LyQkBLt27RK3o6OjMX36dADA9OnTERwcrPe45ORkLFiwAMnJyfjuu++we/duJCUl4csvv8S6devQrVs3zJo1Cx06dBATsNatW+ONN97A1q1bYWNjg7i4OOTk5GDIkCEICgpC165dAQApKSl4//33sWzZsgIfxRWH+Ph4foH+X0JCgrGbYDYYK+kYK+kYK+kYK8MYGi+VSlVgJ8jzzC7xCQ0NRWhoKAAgODgY3bt3h5ubGxwdHdG4cWOd+rGxsQgPD0dUVBTee+89rFixAnZ2dqhSpQqUSiXkcjnGjBmDZs2aYdWqVVi2bBnef/99fPDBB3BwcICdnR0+/PBDAM8eaYWGhuLMmTO4fv06Fi1aJF4nJycHU6dOxbfffovKlSvrbXtBq8YW1Bv0PF9fX/b4KJVISEiAj49PgTNdE2NlCMZKOsZKOsbKMEWNlyHDS0o98dm7d6/eMTd9+vTRKatbt66kc3p4eGDs2LGIiIiAp6en1r4jR47AwcEB48aNw5dffokffvhBa/+WLVvEz97e3li+fDmOHz+ulTmmpaXh888/R2JiIp4+fYo6depgwoQJaNOmDQDg/v376Nq1K95//3306NEDS5YsQfv27SW13VD84vzH3t4eDg4Oxm6GWWCspGOspGOspGOsDGNovAxZ57LUE5+OHTuKj6byBAYGIiwsTOv18IMHD+Lw4cOSzunv74/Ro0fj6tWrOolP3uvqkZGRqFmzJiIiIvSe4+jRo1i0aBGaNm2Kpk2bau3bsmULjh07hooVK2L9+vUYMWKE3nMMHjwYKSkpcHJyktRuIiIiKl2lmvgMHjwYubm5qFixos6+ihUraj0iGjx4MPr3769V59SpUxgyZIhW2YkTJzBr1ixx+9ChQ/le/9KlS3jnnXf07svMzNQ76Prp06cIDw/HlClT0KdPH3HQ9UcffaQ12WG5cuUgk8kwZcqUfK9PRERExlWqiY8hk/rZ2trqDFRq1qwZYmNji3z9unXrFtrj86Lt27fDzs4OvXr10nrT7LPPPhMfdeX5+++/AUDvWCMiIiIyPrMZ3Hzq1CmdmZJLWlZWFr799luMGjVKa+CUQqHA/fv3oVarxWRIpVJh586dqFChAhMfIiIiE2U2iU+jRo2wfv16SXVbtmypt/zChQvi+l0vUqvVKF++vFZZeno66tevj759+2qVd+/eHStWrNBZP+yVV16R3Mb8VHHWvxZYfuVEREQknUkkPnFxcQXuDwoKQlBQkOTznT9/XqesR48e6NGjh0Ht8vDw0LvExnvvvaczmWFxmRrwVr77NIIAuQEj14mIiEib3NgNoP+oVKoCJydk0kNERPRymPiYEEEQLH5yQiIiopLExMeEyGQygyZhIiIiIsMw8TEhCoVC78zMGvYCERERFQuTGNxcWtRqNWQyGeRy0833Vvx1GnfS08Xtys7OmBrQtIAjiIiISCrTzQBKwJAhQ7Bv3z6d8pSUFPj5+SEtLa30G/WCO+npuPH4sfjn+SSIiIiIXk6Z7/HRaDTIyckRP+fm5iI7OxsymazQ1VwjIiJ05uopTHh4eL5zBREREZFxlfnEJyYmBv369RO3z5w5gzlz5qBRo0Zo3bo1Hj9+LL5C/sUXX4jLZHTq1AkA0LBhQ4SFhUm6Vtu2bYu59URERFScynzi8/rrr4sTJA4cOBC9evVC7969AQC7d++Gra0tMjMzAQCenp5i4uPg4AAAsLGxgaOjIxo0aJDvNWrXro3IyEi+kUVERGTiynziAzxLeC5fvozMzEzExMRg8eLFGDdunLjSe0pKClatWoWgoCC4uLiIx50+fRrAs7etYmJixPJRo0ahS5cu6NatGwAw4SEiIjITFpH4PH36FOvWrUOTJk0AAHPnzoVKpcKnn36KLVu2iJMGBgQEQCaToW7duti5c6d4vEwm01opXi6Xw8bGRmf1+MIEBgbmuy8xMRHe3t757lcqlZzc8P/lPZosaJZreoaxko6xko6xko6xMkxR4yUIguROCItIfABg4sSJYqKSmpqK0aNHY/z48fjwww/x+PFjdO3aFT/99BOcnZ3FFdefFxISgl27donb0dHRmD59OgBg+vTpCA4OLtH2x8fH84vzgoSEBGM3wWwwVtIxVtIxVtIxVoYxNF4qlUpyZ4TFJD6rVq3S6vEBgH///RdqtRrp///KeFJSEp4+fQoAyMjI0Do+NDQUoaGhAIDg4GB0794dbm5ucHR0ROPGjSW1ISoqKt99BfUGAYCvry97fP6fUqlEQkICfHx89E74SP9hrKRjrKRjrKRjrAxT1HgV9pb28ywm8Rk5ciSsrZ/dbmZmJsaPH48ZM2bg6dOnUKvVAICZM2dCLpcjPT0d7dq1K3BAM/Bs9faxY8ciIiICnp6eJdp+fmF02dvbi4PQqWCMlXSMlXSMlXSMlWEMjZchY20tIvHZs2cPAN23ukaMGAHg2eDm5s2bY//+/XBxccHq1avFZKgg/v7+GD16NK5evVriiQ8RERG9vDKf+Jw7dw579+4F8GyczN69e3H+/Hm4ublh8uTJeo95+PAhatasKW6fOnVKfAMsz4kTJzBr1ixx+9ChQ8XfeCIiIipWZT7xsbOzg4eHB4BnzwCdnZ3h4eEBZ2dnnbo5OTnIzs7GhQsX0L59e9y5cwcA0KxZM8TGxpZqu4mIiKj4lfnEx9/fH/7+/gCe9dy0a9dOfNT1orNnz2L27NmoVasWAgICcOfOHZw6dQp+fn6l2WQiIiIqIWU+8TFEQEAA/vrrL62yRo0aYf369ZKOb9my5Uu3ofILPVEvbhMREVHRWVTi8+WXX8LOzk6n3N3dXVzW4nlBQUEICgqSfP7z58+/TPMAAFMDmuqUaQQBcs4OTURE9NLkxm5AaXJ1ddWb+JgKlUqld5JCJj1ERETFw6ISH1MnCAInKSQiIipBTHxMiEwm44KnREREJYiJjwlRKBQ6MzRr2ANERERUbCxqcLM5WPnXBdxOf7ZeWBVnR0wJeM3ILSIiIio7zDbxEQQB2dnZyMzMxMOHD5GUlIQHDx7gwYMHSE1NxYwZM8S1ufIcPHgQMTExmDlzpkHXysrKwi+//IJu3brpfRS1c+dO1K9fH7Vr136pewKA2+lPcfNx2kufh4iIiHSZTeJz5coVjBs3DkqlEtnZ2dBoNLC1tYW9vT1cXV1RsWJFVKxYETKZDPXq1YNSqdSanVmlUmHFihXo1KmTwdfWaDRYvXo1MjIy8P7772vtu3DhAhYsWIAdO3a89D0SERFRyTKbxKdmzZrYuXMnjhw5Amtra/Tu3RsqlQp9+/bF9u3boVAocOPGDQQFBWHixIk6S1Ls3LkT9+/f11qKQh+NRoOKFStqvfbu4OCARYsWYcyYMXjzzTfh4+Mj1v3kk08wdOhQ1KlTp0Tum4iIiIqP2SQ+VlZWcHNzQ40aNbB48WL07t0bCoUCbm5uOHHiBFq1aoVVq1Zh3LhxcHd31zo2NTUVX331FdRqNfr161fotfr164eFCxdCo9Hg3r17AIAqVaogKCgI9+7dEx+hHTt2DImJiejZs6eYTLm7u8PBwaGY756IiIiKg9kkPkOGDMFff/0ljrF5vofl1KlT4udff/0VS5YsgVqtRlRUFCpWrIjx48fDy8sLUVFRsLW1BQCEhoYiPT0dS5YsEY+9du0aevXqJa7ErlQqERgYqNWOjRs36rStc+fO4ueVK1eiS5cuL3/DREREVOzMJvEBgM2bNyMgIADAs96Wp0+f5ptktG3bFoIgYPbs2bh58yZ2794tJj36CIKATz/9FH379kX16tUBAI6OjnqXsiAiIiLzZDaJzzvvvANvb29x+8iRI/Dw8Mi3ft++faFQKGBlZYVVq1bB29sb0dHRqFevHlxdXbXqajQaXL9+Hc2aNcMHH3xQUreg03v0vMTERK37e55SqeSMzs/JW9ZD3/IepI2xko6xko6xko6xMkxR4yUIguQJgM0m8enfvz9mzZqFyMhIAIBarYZcLsfXX3+tt35sbCwA4NNPPwUAnD59GsOHD0dkZKRO4nP58mUMGDAA4eHhcHJy0tqXlZWFu3fvSmqjl5cXHB0dDbktSeLj4/ml0SMhIcHYTTAbjJV0jJV0jJV0jJVhDI2XSqUq8KnO88wm8QGeJTGffvopLl++jKFDh+LYsWM6i45qNBrI5XKdsqVLl6Jv376oVauWznnr1q2LkSNHYtKkSdizZ49WYnTlyhVJA6IBYMOGDWjZsmW++6OiovLdV1BvkK+vL3t8nqNUKpGQkAAfHx+dma5JG2MlHWMlHWMlHWNlmKLGS6FQSK5rVolPnq1btyI1NRWvvaY7q7FMJkNkZCT8/PzEsrVr1+L27dtYt25dvuccMWIEoqOjERoaiuXLl4vlr7/+utHH+fDLop+9vT3foJOIsZKOsZKOsZKOsTKMofEyZJ1Ls1ur68KFC/jjjz8waNAgNGvWDCdOnEBcXBwuXryIjh07onfv3lpJz/fff4/169djzZo1qFChQr7ntbKywrx58/DTTz/hxIkTpXErREREVMrMqsfn/v37mDp1KhYvXoy33noLmzdvRo8ePTBgwAAcPHgQjRo1wscff6x1jIODAxYvXoymTZsWev5atWph8uTJUKlUJXULREREZERmk/hcuHABH330EXr06IFmzZrhzJkzSEtLg0KhwNatW/HkyRP4+fnhyJEjeO211/DKK69ALpejZ8+e4jmePn2K27dvQyaT4cGDB3BxcdG5zvDhw8XPkydPxsGDBw1qZ6VKlfDbb78V+T6JiIio5JhF4nPnzh2MGDEC8+bNQ4cOHdClSxcolUq88cYbWLRoEd544w0kJyfjxx9/xI4dOzBv3jzY2tri8OHDWktXaDQaDBgwAHZ2dnBzc8OsWbMKvO6cOXPw0UcfGdTWFxdGJSIiItNhFr/SlStXxq+//iomMbt27YKTk5PWYCZPT08EBwcjODgYGo0Gjx8/1lmvy9nZGX///bfk67q7u+ssf1HSqjg76v1MREREL88sEh8AWknMiwnNi+RyeaknLMVlSoD2m2oaQYDcgNHqRERElD+ze6urLFOpVDoTFTLpISIiKj5MfEyIIAicqJCIiKgEMfExITKZzKBJmIiIiMgwTHxMiEKh0JmlWcMeICIiomJjNoObLcXnp+JwJz0TAFDZ2QGTm/kVcgQRERFJxcTHxNxJz8TNx0+N3QwiIqIyiY+6ACxcuBBffvllofWOHTuG/v37i9v169fHnTt3SrJpREREVIzKfI/PuXPnsGnTJq2y1atXIyAgALt370blypW19qWlpaFp06aIiYmBra2t1j5BEKDRaEq8zURERFQyynziU7NmTUycOBFLlixBkyZN0K5dO4OOX7hwIbZt26ZV9vzq74GBgeLnYcOGYcaMGS/XYCIiIioxZT7xcXJyEv94eHigRo0a4r7nkxYAWLNmjd5zDBw4EGPGjEF0dDQ2b96Mb775BgDQsmVL/PDDD/D29sbixYtL7iaIiIioWJT5xCc/f/75Z4H7raysxM92dnZwd3eHs7MzrK2txeUwZDIZypUrB3d3d53HYvq8mGg9LzExEd7e3nr3KZVKTmz4nLzZrV+c5Zp0MVbSMVbSMVbSMVaGKWq8BEGQPA9emU981Go1nj59ipycHCiVSmRmZkKlUiErK6vA4+zt7VGuXDkAQHZ2NtLS0pCZmYnc3FykpaUBeBbojIwMpKWlQaVSldg9xMfH80ujR0JCgrGbYDYYK+kYK+kYK+kYK8MYGi+VSiWpAwKwgMTn6tWr6NmzJwDgyJEj+PPPP+Hl5YWffvpJrJORkQFra2vY2dmJZX369MG0adMAAOHh4QgPDxf3NW3aVPzco0cP8fOwYcMKbEtUVFS++wrqDfL19WWPz3OUSiUSEhLg4+OjM+EjaWOspGOspGOspGOsDFPUeCkUCsl1y3zi4+/vj7i4OEyePBlvv/02evfuDQCYO3cuAECj0aB169ZYvXo1Xn/9db3nGD58OKZOnYqjR4/iq6++wo4dOwA8e5390KFDqFy5MkJCQkrsHvhl0c/e3h4ODg7GboZZYKykY6ykY6ykY6wMY2i8DFnuqcwnPvqkpKSgefPmWmX9+vXT2g4PD0dAQEBpNouIiIhKmMVOYGhlZYW4uDj06tULa9euxbZt29C8eXPExcWhbt260Gg0SElJQVZWFrKyspCSkoL09HTk5uYiJSUFKSkpEAQBT548QUpKCrKzs6FUKpGSkmLsWyMiIqJ8WESPjyAIyM7Oxi+//IK9e/di1qxZhR6TmJiIIUOGiNtbtmwRPz/fW5T36CxPZGQkzp079/KNJiIiomJX5hOfM2fOYMKECZDJZGjZsiV69eolvo5ekEqVKiEuLk7cvn37NjZv3oyhQ4eKsz1funQJP/30E0aMGAFXV9eSugUiIiIqJmU+8alRowbWrVuHevXqQS5/9mSvsMdRarVa/KxSqbB7924sX74cbdq0gZOTk7ivXLly+Pfff9GhQweMHTsWQUFBBo0s16eys4Pez0RERPTyynzi4+bmBjc3t3z3Ozk5wcbGBjY2NnBxccHQoUORnp6OqlWrYtu2bVi/fj1cXFywbNkyneUuKleujDVr1iA6OhqLFi3C999/j8WLF6Nx48ZFbu/kZn5a2xpBgNyA0epERESUvzKf+Ojj7u6O2NhYAMDs2bPF8tWrV2vN/vjqq68iJCQE7du3F3uL9GnRogUOHDiAgwcPwt/fv8jtUqlUUCqVWq+vM+khIiIqPhaZ+BTk+bkADHmdXaFQiBMlFpUgCJyokIiIqARZ7Ovspkgmkxk0CRMREREZhomPCVEoFFqPuTTs/SEiIipWfNRlYlad+hd307NRydkWE5tVNXZziIiIyhQmPibmbno24h9zJXYiIqKSYHKPugRBgEqlklQ3ODgYYWFhJdwiIiIiKitKvcenfv36hSY2Li4uOH36dLFcb+bMmdi7d69Bx9SsWRM//vgjkpOT0aJFC4OvGRMTA1tbW4OPIyIiopJV6onP4cOHC3xl+8SJE9i8ebNW2Y0bN9C5c2e99aOjo7Fq1Sqd8rNnz8LR0REzZ87EpEmTxPJHjx7h/fffx88//wwA+OCDDzBp0iQ0adJErGNlZQXg2eSHv/zyi1h+7949DBkyBDt37kS5cuWwZ88eHDt2DKtXr9a6to2NTb73R0RERMZT6olPpUqVsGvXLigUCnTv3l1nf05ODipWrKhVVq1aNZw4cQJRUVHw8/MT18qaNGkSXnvtNQwdOhQAcOHCBVy9ehV9+/aFg8Oz5R5eXEPLysoKcrkcXl5eAABra2u4u7uL28+ztrZGtWrVdMorV64Md3d3uLm5wdbWVm8dIiIiMj1GGeNz/Phx3Lp1S+++Bw8e6CQ+eclJTEwMtmzZAnd3d7i7u8PGxgb29vZiErJhwwY8evQI7u7uWvPhZGRkIC0tDWlpaUhPT4cgCOK2RqNBZmamuJ2Wlqa1Vtc333yDmzdvSrqv3bt3488//yxCRIiIiKg0GOWtrqSkJLz11lt69yUmJsLT01PvvuDgYHTt2hWjR49G9erVtfadPHkSN27cwFdffaVz3KBBg3Dp0iWtsqZNm4qfx44dq7Xvl19+EXtxbt26ha1bt2Lu3LkF3pNKpcJnn32GJUuW5FsnMDAw332JiYnw9vbWKVcqlZzN+QVKpVLrb8ofYyUdYyUdYyUdY2WYosbr+eWmCmO0xKd8+fLIzc3V2ZeYmIi6deuK+6ysrMQffw8PDwwaNAj37t2Dp6cn1Go1VCoVnj59imvXrmHixImwtrbG06dPYWVlBTs7O/G8a9euRbt27RATE4Np06aJY3zeeecdzJ07F2+++SZyc3NRt25drfb069cPAwcOxOTJkwu8pyNHjsDLywtvv/32y4ZHS3x8PL8w+UhISDB2E8wGYyUdYyUdYyUdY2UYQ+OlUqkkv1RU6omPIAhISkrS6WV53qlTp7B48WJYWVnh4sWL6Nq1K+7evSvu37hxo/j5xIkTWr08CxYsAPCsd+XFV91zcnIQFhams8p6VlaW2LYX1atXD9WrV8eePXvQunVrve3VaDRYt24dxo8fX2DGGRUVle++/HqDfH192ePzAqVSiYSEBPj4+GjNdE26GCvpGCvpGCvpGCvDFDVeCoVCcl2j9PicPHlSpyzvxz3v75MnT2Lp0qWwsrLCjz/+qPXjf//+fXz44Yd4/PgxrK2tUbt2baxatUor28t7MyvP33//ja+//hpyuRyjR48WywMCAjBmzJgCk4v+/ftjw4YNaNmypd79Bw8ehEaj0UmoigO/KPmzt7cXB7FTwRgr6Rgr6Rgr6RgrwxgaL0PWuSy1xEetVuPJkyeF1pPL5XB1dcXDhw9RpUoVANC6+Tt37mDEiBHo168fTp8+jddffx3Xr1/HRx99hLCwsHwTBYVCgS5duiAoKEgrM1ywYAFmzpwJpVIJtVqtd96ezp074+rVq/k+cnJ0dMSsWbMgl5vcfJBERET0nFJLfBITEwsc3JunatWqOHLkCG7duiUmPnliY2MxduxYvPvuuxg1ahROnz4NKysrLF++HBMmTMCIESOwcuVKeHh46Jy3fv36+fbI2Nvbw97eXu+YI+BZYhMSEpLvm2ht2rQp9L6IiIjI+Eot8alUqRJiYmIKrZfXXXX58mWx9+XJkydYvXo1du/ejQkTJojz9uRRKBRYtWoV5s2bh06dOmHChAl4//33YW3NpciIiIjoP6WWGchksgJHXGdlZSEzMxO2tra4ePEi/vrrL0yZMgWZmZno1asXPD09sWfPHp3X2PPY2tpiyZIl+P333zF37lwcO3YMGzduFBOpggZT52fFihXYsGGDTnnz5s21tv38/LS2P/30U/Tu3dvg6xEREVHJMpkukYcPH+Kdd95Bbm4urK2t0bt3b7z22muQyWT45ptv4OPjI2kMTatWrfDTTz8hKSlJa7DT0qVL8x2cnEetVqNDhw7icSNHjsQHH3xg8L24uLgYfEyeSs62Wn8TERFR8TGZxKdy5cr4559/9O7Lr5fn+dfan+fk5AQnJydxe8+ePZLbce7cOfGzs7MznJ2dJR9bHCY2qyp+1ggC5AaMVCciIqKC8TUkE6JSqbTeHGPSQ0REVLyY+JgQQRA4WSEREVEJYuJjQmQymUGTMBEREZFhmPiYEIVCoTUBo4a9P0RERMXKZAY30zPhpx/hfnoOvJxtMKhpeWM3h4iIqEwx6x6fhw8fonfv3rhz506B9e7du4d+/frlu9/Pzw8pKSkFniM1NRX79u3D2LFj0bVrV731Bw4ciJ07d0prfD7up+fgzpMc3E/PeanzEBERkS6z6vH5/fffcenSJXH7ypUriI+PR2RkpNbYGGdnZwwcOFDczsnJwdWrV8XtJ0+eIDY2VmciwhcdOHAAf/75Jy5cuICbN2/C2dkZ3bt3x+jRo+Hm5gaNRgNBEHQWRCUiIiLTZFaJT1RUFO7evYuAgAAAQL169cQFR62srCCTyXDv3j3s2rVLK/F5UXx8PEJCQvDbb7/p7EtPTxfn7snOzkbVqlXRpk0bHD58GG5ubpg7d65Y96uvvsK///6LJUuWFOdtEhERUQkxu0ddAQEBaN68OZKSkjBixAicOHEC7733Hh4/fowKFSqgZ8+eYl21Wo3k5GSkpKRAo9EgOTkZjx8/1nvevASmRYsWOHnyJACgT58+GDNmDDp27IgKFSqUwt0RERFRSTK7xAd41tNz584d3L59GwDw+PFjXL9+HV27dtWql5KSghYtWqB///7IyspCixYtMH78eHF/bm6u2OszePBgZGRkwNnZWVzcNC4uDmfOnMGZM2fw4MEDJCUlidt3794tpbslIiKi4mJWj7ryDB8+HPfv30dQUBAePnyIcePGwcbGBr1798a0adPEeh4eHoiLi8OtW7fQs2dPcTmKP//8E48ePULbtm3F18cPHDiAqlWron379uLjs40bN4oryt+5cwd2dna4fv06AKB///4GtzswMDDffYmJifD29tYpVyqVnNTwBXmzWz8/yzXpx1hJx1hJx1hJx1gZpqjxEgRB8jx4Zpn4fPPNN9i/fz++//57ZGVlYfjw4UhMTMTIkSMRGxtb4LErVqzA5s2bYW9vj88++wxNmjRB7dq1xbW9VCqVmPgsW7YMAHDz5k106dIF3bp1w7x588RzhYWFldAd/ic+Pp5fmHwkJCQYuwlmg7GSjrGSjrGSjrEyjKHxUqlUsLWVtri32SU+ubm5mDVrFu7cuYP169ejc+fOePvttxEZGYkhQ4ZgypQpBR7ftWtXNG7cGIsWLULTpk119ufk5MDGxkarbM2aNbCzs0NkZCTatGlT6Crv+YmKisp3X369Qb6+vuzxeYFSqURCQgJ8fHy0JnwkXYyVdIyVdIyVdIyVYYoar7wOCynMKvF59dVXUaFCBTRp0gSNGzfG48eP0bFjR7i4uGDEiBEICgpCUlKS3oQGADIyMvDo0SO4ubnp3Z+TkwOlUqkVwMuXL+PcuXPo2rUr7t69i9mzZ2PkyJEYMGBAidzji/hFyZ+9vT0cHByM3QyzwFhJx1hJx1hJx1gZxtB4GbLck1kkPrdu3UKHDh3y3b9t2zadsn379mH+/PkICgrC7du3oVQq8fbbb6NNmzYYNGiQTv0zZ84gJCQEr7/+Ol555RUAQFpaGiZNmoSJEyfi0qVL8PHxQUhICAYNGoSaNWsW3w0SERFRqTCLxKdq1apaExcCz97k6tWrFwYMGIAtW7Zg9uzZaN++vU6d/v374/z582jfvj1GjRqFunXr4vz581r1OnfujDfffBOnT59GRkYGzp49i0aNGuGjjz6Cr68vunfvLl6/Ro0a2L17Nzw9PWFnZ4eMjIwSvXciIiIqPmaR+MhkMvEVcwD4559/MHPmTNStWxfDhw+Hv78/PvroI9y8eRMffvihOMDJ3d0dr732Gj755BO8+uqrWud8ftzM559/Ln6Oj4/H5MmTcfz4cXh6emLGjBmQy7Xf+vfy8gIANGjQoNjvlYiIiEqOWSQ+aWlpOHfuHC5duoSjR4/i1q1bGDhwIEaPHg0rKyu0atUKmzdvRkhICDZt2oT27dujYcOGeP311zFr1iyd8zk7OyMpKQlXrlxB5cqVxWeDgiDgf//7H2rVqgW5XI5PPvmk0LY9efIEaWlp4ucXB0YTERGR6TCLxCc9PR1r165FvXr1MGjQIAQGBuoMeqpXrx727duHkydP4ujRo9i1axe8vLxQq1YtnfP5+vqiY8eO6N+/v86r4p6enli+fLnOMc/3OD0vLi4Ow4YNQ7ly5eDp6YlmzZq9xJ0CXs42Wn8TERFR8TGLxKdSpUrYsWNHofVkMhmaN29e6OKjcrkcK1euNKgNM2bM0FvetGlTXLx40aAR5QUZ1LS8+FkjCJAX03mJiIjITJesMCUymazYkh6VSqXVA8Wkh4iIqHgx8TEhgiBwskIiIqISxMSHiIiILAYTHxNSnI/NiIiISBcTHxOiUCjEJSo0fORFRERU7MzirS5LcuT0EwBA+6bljNwSIiKissckenz8/Pxw8eLFUrvet99+K/l19szMzHwHHP/99984evRocTYNKem5SEnPLdZzEhER0TNm0eMTERGB+fPnG3RMeHg4AgICdMrPnDmDlStXYt26dWJZbm5uvhMUjhgxAl26dEFQUJDOvszMTMyfPx8tWrTgjM1ERERmoFQTn4yMDJ2ZkvOkpqYiOTlZq8zKygru7u4AgIYNGyIsLEzSddq2bau3/NGjR5gyZQomTpyIFi1aAADu3r2LAQMG4Msvv0T9+vV1jpk+fToGDx6M1157Df/88w8WLVoEAMjJyYGVlRXkcjnq1asHGxsbcWDyokWL0LNnT0ltJSIiotJTqonPhg0btHpanjd8+HCdsrp162LPnj0AABsbGzg6Oha4MGjt2rURGRmp982ojIwMjBgxAoGBgfjwww/F8kqVKmH06NEYNmwYNmzYgNdff13ruAYNGmDChAm4ffs23nvvPTRo0ADJycmIiIhAx44d0aNHDzRs2BDbt2/HrVu30KFDBymhICIiIiMo9UddPXr0wOLFi7XK6tatix9++AH16tUTy3bt2qWzTIVCoUBMTIy4PWrUKHTp0gXdunUDgHxfBU9JScGECRNQq1YtzJkzB4IgIDMzU/zToEEDtGnTBsHBwdi5cyeqV6+udfzQoUMBPEueJk2ahKlTp+q9zmeffYbMzEz29hAREZmoUk985HK53vE0VlZWWuVWVlY6dWQyGWxtbbXOZWNjo1Wmz5AhQxAXF4dr166hUaNG4uM2uVwOJycn8c8rr7yCcePGYceOHXBycsKBAwdw5swZLFiwAGq1Gh9++CHatWuHdu3aiT1RecqVK4evvvoKAwYMQO3atVG7dm2ddgQGBubbxsTERHh7e2uVKZVKzuSsR95/v/wem9J/GCvpGCvpGCvpGCvDFDVegiBIngfPLAY3Py8kJAS7du0St6OjozF9+nQAz8bjBAcH6xwzYcIEZGVlwdvbG+XKlYOzszMcHR3h6OioFaicnBz0798fJ0+eRLt27fD2229jxYoV2LVrF/r06YPly5ejcuXKAIDGjRujUqVKAIBOnTrBzs4OXl5e2LdvHypWrFgs9xofH88vSwESEhKM3QSzwVhJx1hJx1hJx1gZxtB4qVSqQjtB8phd4hMaGorQ0FAAQHBwMLp37w43Nzc4OjqicePGeo9p164dUlNTkZv732viSqVSb1IREREBhUIBAHB1dcXy5cvxxx9/AHgW2FatWum9RnR0NJKTk7F582Z4enrqrRMVFZXvfenrDfL19WWPjx5KpRIJCQnw8fERJ3wk/Rgr6Rgr6Rgr6RgrwxQ1Xnm/21KUeuKzd+9e7N27V6e8T58+OmV169aVdE4PDw+MHTsWERER+SYdY8aMwdmzZws9V1xcnNZ2s2bNUKFCBQiCgBo1auD48eP5Htu+fXtJ7ZWKX5KC2dvbw8HBwdjNMAuMlXSMlXSMlXSMlWEMjZchyz2VeuLTsWNH8dFUnsDAQISFhcHPz08sO3jwIA4fPizpnP7+/hg9ejSuXr2ab+IDAJ988gn69u2rd9/58+fRr18/nXK1Wo1hw4Zh+fLlaNq0KZYtW4aIiIh8/4NwPh8iIiLTVaqJz+DBg5Gbm6t3DEzFihXF8TN5dfv3769V59SpUxgyZIhW2YkTJzBr1ixx+9ChQ8Xa5ujoaOTk5KBhw4bi9RYsWIDu3bsX63WIiIio5JVq4pM3GaEUtra2OgOVmjVrhtjY2OJuVoF27NiB7t27w9raGunp6UhOTsbSpUuxdOlSnbqZmZmoU6cOtm3bVqptJCIiImnMZnDzqVOntB6FFcXs2bMxe/ZsyfWTk5Nx9OhR7Nu3DwDg7OyM6OhovXXVajX69euHNm3avFQbiYiIqOSYTeLTqFEjrF+/XlLdli1b6i2fOnWqONnhi2JjYzFx4kStMldXV6xYsQK1atXK91o7d+7EqlWroFarUbNmTZ3Hc4Zydzab/yRERERmxyR+ZV98k+pFQUFBehcJzc/58+d1yiIiIgo8xsvLS2eFeBsbG3Tu3LnA4/r27ZvvgOmiaN+0HABAIwiQGzBKnYiIiAonN3YD6D8qleq/WaWZ9BARERU7Jj4mRBAETlhIRERUgpj4mBCZTGbQJExERERkGCY+JkShUIizNbPnh4iIqPiZxOBm+s/pv9IBAE0DnI3cEiIiorKHiY+JSU/PLbwSERERFYnFPeqaO3cuVqxYoVUWGRmJ9957L99jHjx4gKNHj+rdp1Kp8M033+DRo0fF2k4iIiIqfmW+xyctLQ1NmzbVKd+wYYNO2fMzQ3/66afo3bs3AODx48eYMmUKIiIiULt2ba1jwsPDsW3bNoPmGSIiIiLjKPOJj7OzM2JiYsTthQsXwsXFBZMmTRLLDhw4gO3bt2utsWVt/V9o/Pz8MGzYMEybNg27d++GQqEAACQlJSEsLAxffPEFHB0dS/5miIiI6KWU+cRHJpNpLXY6adIkXL9+HQqFQnx1vGrVqli2bJnOoqhKpVJ8hNWlSxckJSXh5s2bcHJyAgB88cUXaNSoEapXr447d+4AALy9vWFlZVUat0ZEREQGKvOJz4tOnDiBRYsW4dChQ6hQoQIEQcB3330HhUKBzz77DHL5f8OeTp48iVGjRmkdv2PHDp1zBgYGip+jo6Ph4eGh99rP13tRYmIivL29tcqUSiVfa9cjb3brvL8pf4yVdIyVdIyVdIyVYYoaL0EQJM+DZ1GJz6VLl7BgwQJ8/PHHqFChAoBnPUJLly7Fe++9h88//xwfffSRWL9NmzaFriNWkuLj4/llKUBCQoKxm2A2GCvpGCvpGCvpGCvDGBovlUql89QmPxaT+ERFReHjjz9Gx44dxUHLeZycnBAWFoa+fftCqVRi2rRpkgNoaBvyo683yNfXlz0+eiiVSiQkJMDHx0ec8JH0Y6ykY6ykY6ykY6wMU9R45Y29laLMJz7p6elYvHgx9uzZg27duuHjjz9GZmamTj0PDw989913mDZtGvr06YMVK1bAz88PqampSElJkXQtX19frUdlL4tfkoLZ29vDwcHB2M0wC4yVdIyVdIyVdIyVYQyNlyHLPZX5xOfhw4e4fPkyPvvsM8ybNw8HDhzIt26tWrXwww8/YPbs2bh+/Tr8/Pywc+dOfPbZZ5KuFRMTUyI9RURERFQ8ynzi4+vri3379gEAunbtCgDYs2cPvvnmGxw8eFCs98MPP+Dnn3+Gk5MTvvjiC7F8xIgRGDFiRGk2mYiIiEqIxc3cLAgC9uzZozOm5sGDB+KAZyIiIiqbLCrxEQQBX3/9NW7evIng4GCtfYmJiUx8iIiIyrgy/6gLeJbwxMTE4Ouvv0ZMTAzCwsLg6uoKpVKJnJwc5Obm4o8//sCsWbO0jnvrrbfw8OFDg67Vq1cvLFmypDibT0RERMXEIhKf+fPn4+eff0bPnj2xYMECsWfn7NmzCA4OhiAIaNy4Mdq2bat13K5du6BWqw261suO2nd2toj/JEREREZhEb+yU6dORUhIiM57/m+99RauXLmS73EvzqRcGpoGOAMwbBZKIiIiksYixvg4OzsbNLmRsahUKnGmZiY9RERExc8iEh9zIQgCZ2omIiIqQUx8TIhMJmNPDxERUQli4mNCFAqFuEwFe36IiIiKn0UMbjYnsX+mAQDqvOVi5JYQERGVPUx8TMzTJ4a9Pk9ERETSWUzi8/TpUzRq1Ehy/aioKFSuXBlt27bF3bt3DbrWgAEDMHfuXEObSERERCXMYhKfPOHh4ahUqRIAQK1Wo0OHDti2bRu8vLwAAEqlUlzMFAC2b98OjUYjbkdFReGXX37B0qVL8ejRI/Tu3RtRUVGwtv4vlHnjdIiIiMi0WFzi4+XlhcqVKwMAcnNzdcqePn2qVb9ixYpa266urrCzs4OXlxesrKzE459PfIiIiMg08de6EIIgID09XdzOzMxEbm4u0tLSxPK0tDQx8ZHJZHB2djZKW4mIiKhgTHwKkZmZiaZNm+qUP1/WvHlz8bOnpyeOHz+u91yBgYH5XicxMVFniQylUsnX2vXIm90672/KH2MlHWMlHWMlHWNlmKLGy5Blniwu8enQoYNOWUEJSZ7Tp0/DxcUF33zzDW7duoVFixYhOTkZLVq0wKVLl2BtbY3//e9/mDlzZrG1NT4+nl+WAiQkJBi7CWaDsZKOsZKOsZKOsTKMofFSqVSwtbWVVNfiEp/nBzfr8+Lg5uclJydj27ZtmD9/vlZ5VlYWnJycCu2diYqKynefvuTL19eXPT56KJVKJCQkwMfHhwPJC8FYScdYScdYScdYGaao8TJkPU6LS3yeH8isT25uLtatW4fy5ctrle/ZswebNm1C+/bt0bJlSwBA+fLlUatWLTRu3Fis5+npWWxt5ZekYPb29nBwcDB2M8wCYyUdYyUdYyUdY2UYQ+NlyHJPFpf4FMba2hpt2rTRKZfL5Zg/fz5at24tBlgul+PAgQNIT09HTk4OTp8+jdDQ0NJuMhEREUnExCcfa9asQatWrVC9enUAQM+ePeHion8Ziby3uPg2FxERkWmzmEVKbWxsAAA5OTmF1hUEAbt27eJgNCIiojLGYnp8FAoFXnnlFWzZsgVBQUGws7PT+0wwOzsbv/76Kx4+fKj1yrq+V9r1Kc4xPkRERFS8LCbxAYDQ0FAsX74c+/fvR2Zmpt46NjY28Pb2xieffAIvLy9xJucjR47AycmpwPOfPXsWy5cvf6k2OpazeqnjiYiIKH8Wlfi8+eab2Lt3r0HHODo6Ii4uTlLddu3aoV27dkVpmqjOW8/GERkyGRMRERFJYzFjfMyBSqUSJyxk0kNERFT8mPiYEEEQOGEhERFRCWLiY0JkMhl7eoiIiEoQEx8TolAoxNmaBQ17foiIiIqbRQ1uNgcJR58AAHzalDNyS4iIiMqeMtHjk5KSgqysLGM3o1hkPVYj67Ha2M0gIiIqk8wq8fHz88PFixd1yj/88EMcPHiwwGMFQcDt27exadMmvP/++xg7diw0Go3ea9y6dcvgtvXu3RuRkZEGH0dERESlp0w/6lKpVPjuu+9w4cIFnD9/HsnJyahSpQreffdd9OzZE3K5HGq1GjKZDHK5bg546dIlLFiwQKusb9++6Nu3b2ndAhERERUjs+rxMYRKpYJCoUBGRgYaN26M0NBQ+Pj4YOrUqRg9ejS8vb0BAMHBwdi3b5/ec2RkZODBgweYNGkSJk2ahIoVK+L+/fuleBdERERUnMpk4vP111/jgw8+QFZWFiZPnoyhQ4eiVatWsLOzM/hc9vb2ePPNN/Hmm2+KydLAgQPh5+en9efSpUuYPn06/Pz8cP78+WK+IyIiIioOZveo69GjR1q9Ll5eXuJnlUqF5cuXY9u2bZg8eTJsbW1x5swZcX9mZiZu3LghltWqVatIbVi5ciWys7O1ykaPHo13330X7dq1Q8WKFfUeFxgYmO85ExMTxcQqj1Kp5ISGeuTNbp33N+WPsZKOsZKOsZKOsTJMUeNlyDJPZpf4jBw5Ums7bx2tf//9F++//z4ePXqE8PBwNGnSBAAwe/ZsAIBarca///6LiIgIHDhwAACwePHiQq8nCIKY5KjVz9628vDwwM2bN1G9enWxno2NDdzc3FC5cuWXvMP/xMfH88tSgISEBGM3wWwwVtIxVtIxVtIxVoYxNF4qlQq2traS6ppd4vP999+jXr16OuXr16/HwIEDMXHiRDg6Oorlhw8fBgDs3LkTs2fPRkhICDp16iT5egkJCWjQoIG4PW7cOGRkZGDQoEFYsGBBgb04L4qKisp3n77z+Pr6ssdHD6VSiYSEBPj4+IgTPpJ+jJV0jJV0jJV0jJVhihovhUIhua7ZJT4KhUJvVjdz5kwMHjxY7zEqlQpfffUVHBwcsHr1atSrVw9VqlSRdD1fX18xeQoNDQUAODk5YeHChfj4449Rv379fB9tvSx+SQpmb28PBwcHYzfDLDBW0jFW0jFW0jFWhjE0XoYs91RmBjc7Ozvnu2/79u2oV68eqlatijp16iAoKEhr7E9RtG3bFoGBgZg1axZ7ZYiIiMxEmUl8XrR161bcu3cP//zzD1atWoWPPvoIANC+fXuEhIRg7NixyMjIeKlrzJo1C71792biQ0REZCbM7lGXVHv27IGjoyNWrVqFsWPHolq1auK+Tp064fXXX4eTkxM++OAD+Pr65nue+Ph4+Pn5idvjxo0TPzs5OaFLly4lcwNERERU7Mwy8cnIyMAff/yBqKgoLF++HAB0el1SU1Nha2uLNm3aYOjQoTrnyHt1vF27dgVey8fHB/v37xe3raysXrb5REREZCRmk/jcvXsXALBgwQJcuXIF9vb26NSpE9RqNZycnHDhwgU0b94ccrkciYmJePDgAQICAtC5c+dCz52UlITs7GzxtfW80eEVKlRAhw4d8n1FLiEhAbm5uRAEAWlpaZJfpSMiIiLjMJvE58iRI7C2tkaFChWwYsUKtG3bVkxQ+vXrh/nz5+OHH34AANja2mLgwIEoX7681jlsbGz0rsm1Y8cObNiwAa6urmjbti08PT0BADVq1BDHBumzdu1a/PbbbyhXrhwqVaqExo0bv/R92rmyR4mIiKikmE3i069fP3Tv3h3u7u46+7p06SJprM2uXbv0lo8dO1Zr7I5UeY/ZipNPm3IAAEEjQCaX/noeERERFc5s3uqyt7fXm/QUB0Pe/y9JKpVKnKmZSQ8REVHxM5vExxIIgsBX44mIiEoQEx8TIpPJTKb3iYiIqCxi4mNCFAoF7O3tIWjY60NERFQSmPiYmMd/ZXB8DxERUQmx2MRHo9Fgx44dePz4sbGboiU3TW3sJhAREZVZZvM6e3H7999/MWfOnAJnbo6IiMD8+fMNOm94eDgCAgJesnVERERUEiwi8YmMjNRJYHJyciCXyxEYGKhT39/fH99//z0AoGHDhggLC5N0nbZt2750W4mIiKjkWETi06NHD/To0UOrbMSIEahfvz7Gjx9f4LE2NjZwdHREgwYN8q1Tu3ZtREZG8o0sIiIiE2cRiQ8ALFmyBHv37gXw30SBFy5cwNatW3Xqfv/996hRo4a4rVAoEBMTI26PGjUKXbp0Qbdu3QCYzgSIREREVDCLSXxmzpyJmTNnQq1WY8iQIWjYsCGmTJki6ViZTKa1AKlcLoeNjY3Bi5Lqe6yWJzExUVwxHgCUSiUnM8xH3uzWeX9T/hgr6Rgr6Rgr6RgrwxQ1XoIgSO6EKPOJzz///IOgoCBxW6VSQS6X4/z589i0aRMAQK1WQ61Wi4ueAsDo0aPh5uYmboeEhGit9RUdHY3p06cDAKZPn47g4OBibXd8fDy/KIVISEgwdhPMBmMlHWMlHWMlHWNlGEPjpVKpJHdGlPnEp169erh48SIAYMuWLVi3bh22bNmC6tWrY+HChXjvvfdQsWJFDBkyBK1atcLEiRNhbf0sLBEREeJ5QkNDERoaCgAIDg5G9+7d4ebmBkdHR8mrskdFReW778XeIF9fX/b45EOpVCIhIQE+Pj6wt7c3dnNMGmMlHWMlHWMlHWNlmKLG6/mOi8KU+cQHALKysrBq1Srs2rULa9euRfXq1QEAf/zxB9q1a4fatWvjk08+wZw5c3D27FmMHz9e0ivpHh4eGDt2LCIiIuDp6VmsbeYXpHD29vZwcHAwdjPMAmMlHWMlHWMlHWNlGEPjZchY2zI/geGdO3fQrVs3XLp0CV9++SWmTJmCs2fPatW5du0ahg8fjmnTpqFdu3aYOHEili5dWui5/f39MXr0aFy9erWkmk9ERETFqMz3+FSqVAkLFy5EQEAA5HI5Fi9ejC+++AJDhw7FkydPsGDBAmRlZWHatGlo0aIFWrRogXfffRcymQw//vgjAODUqVMYMmSI1nlPnDiBWbNmiduHDh0qzdsiIiKiIijziY9MJkPz5s2hVqtx8uRJHDlyBNeuXcP27dsBAO+88w7++OMPhIWFwcbGBt26dYOLi4vWOZo1a4bY2FhjNJ+IiIiKUZlPfAAgJSUF/9fevYdFVa7/438zAyiggGggeYK0VDQTRSAPoICH3LJTyhQDJc0ilTSkD5nHTZqYutXUUlBTUSMPpIV4QkndHvGUlkqpUConDygqIzPMzO8Pf6yvA4OsMWHWOO/Xde0rZq01s+65twz3POt57jVw4EDUrVsXISEh2Lp1K5ydnREYGAgfHx+MHz8eO3fuxKJFi7Bq1SqsW7cO9evXB/BotKd169ZGfgdERET0LJhF4ePk5ISVK1eiVatWsLCwwBdffIEDBw7A2toaL730EmQyGfr374/evXvjzJkzQtEDAJ06dcLy5ctFncfPz+8fx2ppL//Hr0FERET6mUXhAwAvv/yy8PPUqVP1HmNlZYUuXboIj0NDQ3V6AFXnzJkzTx1fOUefetBqtLCQsRs0ERHRs/bcr+oyJeW30mDRQ0REVDNY+EiIVqtl00IiIqIaxMJHQiwsLHjDUyIiohrEwkdCrK2tYWNjA62Goz5EREQ1gYWPxNw/cptzfIiIiGoICx+JUReXGTsEIiKi55bZFD4ajQa//vorvvjiC6SlpQF4NJl44sSJOHDgQLXPP3LkCAICAnDr1i2d1yQiIiLTYRaFz+TJk+Hr64t33nkHKpUKrq6uAB5NJv73v/+NmJgYzJ8/HyqVCt99912lG5T+/fffmDBhAmxsbDBixAgMGDAAffv2hYeHB44cOWKMt0RERERPwSwKn4iICPz0008AgNjYWHh6egr7/P39sXHjRmRkZGDfvn1ITU1Fq1athP2nTp3C8OHDMXToUGzfvh2pqalITU1FUFAQPDw8dBoeEhERkbSZRefml19+GWVl+ufOrF+/Hu3atUNKSgoKCwtx4cIF9OrVCxqNBitWrMDChQshk8nwyy+/4JdffgEAXLt2DfXr14eDgwPeeustlJWV4dKlS8jKyqrFd0VERESGeu4LH7Vajbt370KtVgMAioqKUFZWBgcHBwDAvn37YGNjg44dO2L37t3o1KkTnJycoFQqcfPmTUydOhULFy7EiBEjhNdMSkqCh4cHOnfuDAC4d+8evvzyy2pjCQwMrHJfXl6ecAkOABQKBZsZVkGhUOj8l6rGXInHXInHXInHXBnmafOl1WpF98F77gufvLw8nYIjMDAQ7u7umDFjBhwdHYXtWq0WP/30E4KDg1FaWoo6derg888/x4ULFyCXy9GoUSPhWGtra9SvX1/YZmVl9czjzs7O5i9KNXJycowdgslgrsRjrsRjrsRjrgxjaL6USiXq1Kkj6tjnvvBp2rQpsrKy8PPPPyMmJgbJycnw9PTElClT0LNnT+G4vXv3Ijs7G2fOnEFJSQmioqIAAHK5HHK5HAsXLhSOvXPnDvbv34/jx48DeLS66/HCqCp79+6tcl/F0SB3d3eO+FRBoVAgJycHbm5usLGxMXY4ksZcicdcicdcicdcGeZp82VtbS362Oe+8Cm3fv16AMCUKVOQnJyMS5cu4b333gPwqHBZvHgxwsLC0KdPH4wdOxaRkZE4dOgQLl++jIiICFHnWLlyJXr06IFXXnnlH8fLX5Dq2djYwNbW1thhmATmSjzmSjzmSjzmyjCG5suQ2z2ZReFTPooDPFrF9fnnn+PatWto0aIFACA9PR3Xr1/HqFGj0KBBA9SvXx/Hjx+Hg4MDGjdubNC5WLAQERFJ13Nf+JSVlWHGjBkYOXIkYmNj8d577+Hbb79FQEAALC0fvf2MjAzMnTsXTk5OAIBu3brhf//7n7D0ffTo0fj9999hZ2en9xy3b9/Gu+++i+jo6Fp7X0RERGS4577wycjIAAC88cYbiI2Nha2tLSZNmoT79+9DpVLhxo0b6NevH4KDgwEApaWlePfdd6FSqYTX0Gg0iIqKQmhoqN5zxMTEsIszERGRCXjuCx8/Pz80b94ccrlc2GZlZYV69eph4sSJyMrKQkREhHB9cPHixWjevDneeecdndf59ttvkZycrPccubm5GDJkSM29CSIiInomnvvCp06dOmjdurVOA8PCwkJMmDABZWVl8PT0xM2bN4URnpycHHTq1KnS63z00UdPHPEhIiIi6XvuCx99cnNz0axZM0yfPh1bt25FfHw85s+fDwBo3rw5OnbsWOk5ixcvxpo1a/S+3t27dzF06NBnEpvc3iz/LyEiIqoVZvNXVi6XIy0tTejSXF7cDBs2DMOGDXvic1euXFkLET5S73UnaDVaWMjEL80jIiIiccziJqXAozX+LVu2hEwm3besVCqhUChY9BAREdUQ6VYBZkir1bJbMxERUQ1i4SMhFhYWBnWfJCIiIsOw8JEQa2tr2NjYQKvhqA8REVFNYOEjMfeP5XGODxERUQ1h4SMxmuJSY4dARET03DLJwmfBggWYPHmyzrbvv//+iXdRP3/+PD766CMoFAqd7REREUhJSTHo/GvXrkV6erpBzyEiIiLjM4k+PteuXUNgYGCl7Zs3b660rXXr1sLPU6dORVhYGO7cuYNx48Zh+PDhBt09XaVS4d69e5W2FxcXY+nSpXj55ZdRv359nX3W1taoV6+e6HMQERFR7TGJwqdJkyY4e/as8Hjx4sW4efMm/vOf/wjbNm7ciN27d2PFihXCNrlcjry8PHzwwQfw9/fHiBEjAABdu3bFnTt3AABqtRpHjx7FlClToNFo4OHhIYwA/frrr3j33XerjKtPnz6VtgUHB2PevHn/6P0SERFRzTCJwsfCwgJ16tQRHg8fPhx79uzBuXPn4OXlhYKCAty4cQMzZ87UOU6j0SAyMhLBwcEYPXo0Tpw4gQ4dOuDw4cPCMREREfj3v/+NkJAQpKen45tvvtE5t6OjI44dO1ZlbAqFApcvX4arqyuWLVuGoqKiZ/jOiYiI6FkyicIHAEpL/9+kXwcHBxw7dgyFhYXw8vJCXl4e1q5di7Fjx+ocZ2VlhTVr1sDR0RG7d+/G7Nmz4e3tjVOnTgnHFBQUICsrC99++y1KSkpw9+5dvPPOO9i4caNwzMOHD3H69GkUFBSgsLAQBQUFuH79Oi5fvozr16+jSZMmCAsLq/Y96LtcVy4vLw+urq7CY4VCwWaGVSifp1VxvhZVxlyJx1yJx1yJx1wZ5mnzpdVqRffBM5nCp3fv3igoKNDZFhkZKfysUCjQoUMHnf3r16+Hl5cXrl69ismTJ2Px4sXw9fXVOUbfiE950dO+fXts3rwZf//9NyIiIvCvf/0Lzs7OaNKkCTp16oSmTZuiVatWsLOzAwDcvn0barX6mbzf7Oxs/qJUIycnx9ghmAzmSjzmSjzmSjzmyjCG5kupVOpc8XkSkyl8Dhw4oPP4k08+0Xlsa2uL06dPV3re5cuX8f777+PevXto2rQpAODVV18V9qtUKmRmZmL69OnQaDQ6k6Pr1q2LZs2a4Y8//gAAfPXVV3pjKysrAwDY29vD0rLqlO7du7fKfRVHg9zd3TniUwWFQoGcnBy4ubkZNFndHDFX4jFX4jFX4jFXhnnafFlbW4s+1mQKn+potVqhACmXn5+PYcOGYeDAgTqXrs6dOyf8/PiIT3XatWv3xP3NmzfHnj17DIxcP/6CVM/Gxga2trbGDsMkMFfiMVfiMVfiMVeGMTRfhtzuyWQKn1mzZmHt2rU62ype6nq8MHFxccGuXbvg7u6O6OhoncLnaWVlZVXa5ufnh2nTpiEoKOgfvz4RERHVLJMpfD777DPExsYKjydOnKizv6pLXatWrdK57vfbb78hNDRUePz4pa5yp0+ffuIlKyIiIjJNJvHXfffu3Zg6darOtgcPHmDUqFHC45KSEp35OQDw9ttvY9asWTrb2rRpo1MgjRw5EsHBwRg0aJCwrXzIbPHixViyZImwveLrlxs7dqzw87O83EVERETPlkkUPl27dsWGDRt0tsXHx+s8trGxwb59+3S26Zvs1KdPH1y/fl1n27FjxzBlyhThsbe3N5KSkhAVFYWoqCgAwK1bt7B161b0799fWHb+8OFDrFixAoMHD4aLi8vTv0EiIiKqFSZR+NSrV6/SbSAqPrawsICTk1O1r1WxOKpucnNxcTF++OEHLF++HAEBATojQw8fPsStW7fwxhtvYMCAARg9ejSaNWsm9m3pJbMXtxyPiIiIDGeSNyl9GjKZ4W81PT0d/v7+2Lt3L5YsWYKvvvpKp7hydHTE9OnTkZqaCgAYMGAA1q1b94/irOfjCq2Gy9iJiIhqgkmM+OgTHx8vzMXp2LGj3onNjzt58qTe7atXr67yOb169cLKlSvh6en5xKVyL774IuLi4jB69GhYWVlVH3wVlEolFAoFl7ITERHVEJMtfMR2aPwn5HI5OnXqJPr4f3qZS6vVsmkhERFRDTKbS12mwMLCwqAmTERERGQYFj4SYm1tDRsbG87xISIiqiEsfCTm/vEcWMg46kNERFQTTK7wqXg/LinRaDR4+PDhP3uNe6XPKBoiIiKqyOQKn3HjxmHTpk3C4wsXLmDatGn47bff0LZtW+Tk5GDz5s3PbJLwpk2bdO4EP2fOHMybN0/nmPz8fKxYsQK9e/fGBx98ALVa/UzOTURERM+WSa3qys3NxcGDBzFw4EB8/fXX+OWXX3Dx4kX4+fnh3r17sLKygkajwebNm+Hg4IDevXvjxo0b6N69u9DFuXzEqPxeXEqlElZWVrCwsIBGo4GLi0ulJodVWb58OX7++Wfk5eWhS5cu+Pjjj9GnTx/I5fKaSQARERH9IyZV+GzevBleXl7Ys2cP6tatixYtWqBJkyZYvHgxAMDKygplZWUYO3Ys4uPjERAQIDz33LlzAB6N2FhbWwujOD4+PtiyZQuaNm2Kw4cP69y6IiYmBj///DMAIC0tTSeWmzdv4sKFCxgxYgQGDRrEm5oSERGZAJP5a61QKLBp0yZ8+OGHCAsLAwCsW7cOx48fF46xtrZGWVkZunfvjsaNGyM7OxsODg5Pfc45c+bAy8sLR44cwfz58wEAc+fOhVwux8SJExESEoLmzZuz6CEiIjIRJvMXe8mSJSgsLIStra1wuUqtVkOj0QiPraysUFpaCrVajWXLlkEul+PWrVsAAA8PD+E5AJCYmCg87t27t3Cp68UXXxTOKZfLIZfLIZPJhOJGJpNBJpPxchYREZEJMonC58KFC/juu++Ebs1dunRBSUmJsL9du3bCz0OHDhV+nj17NkJCQpCVlSVsS05OxuLFi7Fr165KNzqtyp49e+Dj4wPg0cjT8OHDhX2ZmZkoKirSOd7b21vvDVMDAwOrPEdeXp5w1/fy87CLs34KhULnv1Q15ko85ko85ko85sowT5svrVYrugGwSRQ+q1evRkBAgJCI8vtylV/q+vrrrwEAoaGhCA8PR9++fZGVlYW2bdvqvM6pU6cwc+ZMhIWFCaNDj7OwsBAmQT+ud+/eWLBgAYBHl7/KabVaXLp0CQ8ePMC5c+dQVFQEPz8/tGvXTtSd4p8kOzubvyjVyMnJMXYIJoO5Eo+5Eo+5Eo+5Moyh+VIqlaJvZWUShU94eDiaNm2KiRMn6t2vVquRm5uLJk2aoLCwEFu3bsWaNWuwdetWoQI8ceIExo8fD5VKhe+++w7fffddpddp0KAB9u7dCzs7O53tVY34qFQqhIWFwcvLCytXrsSff/6J2NjYKt/H3r17q9xXcTTI3d2dIz5VUCgUyMnJgZubG2/oWg3mSjzmSjzmSjzmyjBPmy99gxZVMYnCp3379jqPlUolzp07h8zMTBw9ehS+vr7o0qULXnnlFeTk5CAjIwNTp06FTCaDSqXCkiVLkJCQgMGDB+PTTz9F/fr1K73esGHD4OHhUanoAaoe8SkpKamxf8j8BamejY0NbG1tjR2GSWCuxGOuxGOuxGOuDGNovgy5z6VJFD6PU6vV8Pf3R926dWFvb49WrVph0aJFeOGFF7Bp0yasXLkSPXr0EEZQ/v77b6Snp2PRokXw9/fHwIEDMWTIEERERAB4dLlq7ty5KC4uRkxMjM65AgICcP36dQCVl7OfOHECBQUFaNiwYc2/aSIiInomTK7wkcvlSE1NhZOTE9avX4/jx4/jhRdeAADcu3cParUacXFxKCoqwv3799GyZUukpqYK1eDSpUvx/vvvIz8/H+PHj0dcXBz+97//YfXq1bC3t9c5186dO6HRaLBixQoEBwfjzp07KCgogL+/P06dOoWoqCi4uLjUeg6IiIjo6ZjcLSsAoGHDhjrDWlqtFt9//z0SExNRt25d/P3337hy5QoWLVoEQHcI7KWXXsL333+P7du3o2fPnrhy5QqSk5PRsmXLSuextrbGvn378MMPP8DZ2RkajQaTJ0/GzZs3sWPHDvj7+xs0vEZERETGZXIjPgDw4MEDPHjwADdu3ICFhQVmzZqFgwcPIjk5Gdu2bUNCQgJeffVVnWXuAHDt2jX8/PPPSElJga2tLcaMGYPBgwdX2YDwzz//xPTp0xEXFwcbGxt4enri7bffxpo1a/Djjz/qnSBNRERE0mWSIz7nz59HcHAw9uzZg8DAQAwdOhTJyclo0aIFIiIiUFRUhDVr1qBHjx7IzMxEVFQUevTogQEDBuDUqVOYNGkSduzYgdDQ0Cd2Xb59+zZGjhyJN954Q9gWGxsLlUqFYcOGwcvL65m/N1l9ccvxiIiIyHAmNeKzcuVK4edjx47pPcbe3h4//PCD0Mzo9u3beO211/D+++/Dw8MDVlZWos/n4+MjLGN/3KRJkyptGzVqlOjXfZJ63m7QarSwkPESGhER0bNmUoWPIcrn3jg5OeH9999/pq9tSL8AQyiVSigUCi5lJyIiqiEmeanreaXVatm0kIiIqAax8JEQCwsLrhIjIiKqQSx8JMTa2ho2NjbQajjqQ0REVBNY+EjMg8w/OLGZiIiohvyjwufSpUuYPXs20tPTn/o1Ll68iAULFnBuy/9PfY93ZCciIqopBq/q+uuvv/DDDz/g4MGDKCwsREBAgHAr+MfvbfW4rKwsAI/64qjV6kr7V6xYgQ4dOqBDhw462+VyOZycnITHfn5+KCgoqDbG4OBgzJs3DwCQkpKid/l5dY4cOQInJyf069cP2dnZBj03MTERfn5+Bp+TiIiIapbBhc/hw4exa9cuzJw5E126dKnUADA+Ph6dOnUCAOTm5go3AwWA9957DxcvXtT7umPGjKm0rV27dkhJSdHZtnTpUnh7e1cZX0JCAvLz84XH/fr1Q9euXXWOCQsLw5QpU9CmTRvMmzcPjo6OlZa8Ozg4AHjUO6isrEzYPmzYMERGRsLPzw+XLl3CmDFjkJqaqrPEvfzeYURERCQtT9XH58UXX8Trr7+ud5+LiwtatGhR5XMXLVqEfv36AQCioqIQGhqqU5j861//wrJly9CsWTO9z7e1ta10M9HHlY8+PX58xVvbW1paomHDhmjcuDFsbW1hZ2eHxo0b6329Jk2a6DyWy+V44YUX0KJFC5SUlAAAmjdvXum8REREJD213sDwxIkTwqUnhUKBX375RWfUqKSkBAMGDIBMJkNwcDDi4uJ0nv/ee+9Ve47g4GCdxw8fPoRSqRQeazQaPHjwAMXFxVCpVFAqlSguLhb2161bVxjB2bdvHzQaDYKCgqo976lTp3D+/HmEhYVVeywRERHVvqcqfJRKpc7lJAsLC7i4uIh6rpeXF6ZMmQIACAkJwZgxY3SKCg8PD6SkpOi9W7parUZiYiI6duz4xHNUvPy2aNEirFq1SmfbiBEjdB4/vn/mzJkYPHgwgEc3RE1ISEBgYGC1PXZWrVoFNze3KvcHBgZWuS8vLw+urq7CY4VCwQnfVVAoFDr/paoxV+IxV+IxV+IxV4Z52nyV36ZKjKcqfM6cOQN/f3/hsa2tLU6fPl3t85RK5T+63cO9e/fw4osvoqysDPPnz8esWbNEP3f48OGYPHkyysrK4OPjg7S0NLi4uGDatGlo0KABPvnkEwBAaGiozvP69OmDmTNn4tixY/D19a3y9fPz83Ho0CHMmDHjqd5bRdnZ2fxFqUZOTo6xQzAZzJV4zJV4zJV4zJVhDM2XUqkUPeXkqQofb29vJCUlGfy8+/fv68zPsba2xuTJkzF9+nRhm1wu11u1KZVKlJaWwsHBASUlJdi8eXOlwufixYvYsmULPvzwQzRq1EhvDKtWrcJLL70EZ2dnndcurxYrjrLUqVMHISEhSEpKemLhk5iYiLfeeqvK8wLA3r17q9xXcTTI3d2dIz5VUCgUyMnJgZubG+9rVg3mSjzmSjzmSjzmyjBPmy9DBlVqdY5PxcInOTlZ73EajabStnv37gF4tNqqsLBQ2K5UKrFz505s2LABv/32GwICAlBYWFipAMnLy8PEiRNx5MgRJCUlCcVV586dMXnyZJ1LXW+99ZbOc4cMGYL+/fvj2rVreuO9du0aUlJSkJaW9qS3bxD+glTPxsam0sR10o+5Eo+5Eo+5Eo+5Moyh+TLkdk/PpPARc21NrVajpKQEderUgZeXFzQaDZRKJerWrav3uISEBJ3LaXfv3oWtra1OVTd37lxs2bIFTZs2xaBBg7Bs2TI4OjrqPb+dnR1cXFyQmpqq0xvozTffRP/+/YXC6sMPP6z0XDc3N3z00UcoLS3V+9oKhQKxsbE6c3SIiIhIegwufO7cuQOVSoUzZ87g5MmTOHnyJC5fvoxdu3YJx9y6dQt37tzBtWvXYGVlBeDR9TorKyu4urrixIkTyMzMxPjx47FkyRKh78+DBw8wYcIE2NvbV2oAePHiRb0TntetW4dWrVrpbLt58yacnJwgk/2/xtT29vaIjo7W+56srKyEYqjixOhyUVFRVebk5ZdfRvv27avcT0RERNJgUOGj0WiQnJyM/Px8hIWFwcfHB/7+/oiNjdU57uLFixgzZgycnZ0xbNgwAMBvv/2G1q1bCyM2Xbp0wcyZMxEVFYWQkBC0bt0aCxcuRK9evRATE1NpBOnUqVPw9PTU2fbpp5/qjTM+Ph7NmjXD+PHjDXl7RERE9JwzqPCRyWT4+OOP4ejoiNdff73K629du3bFmTNndIqXPXv2wMfHB8CjAqqwsBBKpRKenp5ISEiAhYWFMHJy584dODs7C89XqVTYvXu3MAm6fP7L4cOH0bp1a53zPHjwAL/++iu6d++uE9PatWuxdu1aUe8zJCQEAHDgwAGMHj260v6KBVXFW20MGjQI8fHxos5FREREtcfgS10VJ/7qU3G05sGDBzh06BCio6Px3//+F2vWrEGDBg3QunVr9OjRA5999hlsbGywc+dOpKSkIC4uDhYWFggKCsLs2bORlpYGuVwuzPlxcnLCW2+9hbFjxwrdk8tZWVnBy8sLffr00dk+ZMgQTJgwodrYx48fD7lcDgDw8fHB/v37q31ORRXnLRlCXp+TmomIiGqKhbaW1kzfunULDRs2xP379wEA9erVq/JYrVaL3NxcWFpawsXFBTk5Obhy5QoCAgJqI1SjKF/OvnfvXmg1WljIxM9QNzclJSW4cOEC2rZty1US1WCuxGOuxGOuxGOuDPO0+Xr8b2h1aq3woSd79dVXUVZWBldXV4OW5ZkjrVYrNMNkrp6MuRKPuRKPuRKPuTLM0+YrLy8Pcrkc586dq/ZYWbVHUK1QqVTQaDT8xRAhPz8ft2/fZq5EYK7EY67EY67EY64M87T5srS0rNnOzfTsld8FXswwnbkzZEjT3DFX4jFX4jFX4jFXhqmNfHHEh4iIiMwGCx8iIiIyGyx8iIiIyGyw8CEiIiKzwcKHiIiIzAYLHyIiIjIbbGBIREREZoMjPkRERGQ2WPgQERGR2WDhQ0RERGaDhQ8RERGZDRY+REREZDZY+BAREZHZYOFDREREZsPS2AGYq6ysLOzZswcFBQW4ceMGLCws8MILL6Bx48bo06cPWrVqZewQJaOsrAy3bt3CjRs3IJPJ0KhRIzRs2BByudzYoRERkYlhA8Nadv/+fYwbNw7Hjh2Do6MjWrRoAQcHB2i1Wty9exd//fUX7t69i27duuHrr7+Gra2tsUM2mmPHjmHdunXIyMiAWq3W2WdlZYVevXohPDwcXl5eRoqQyDwUFRVh//79yM/Pr/RFrWfPnnBwcDB2iJLBXIljzC//LHxq2cSJE3H27FnMnj0bnTt3hoWFhc5+jUaDzMxMTJkyBZ6envjqq6+MFKlx7dy5E9HR0ejSpQt69+4NNzc3nQIxJycHe/bswalTp7Bw4UIEBQUZO2RJ4EiieMxV9VQqFWbMmIFt27ZBo9HAyckJjo6Owu/h7du3IZfLERISgmnTppn1KCxzJY4Uvvyz8Kllvr6+mD59Ot54440nHrdjxw7ExcXhyJEjtRSZtAwaNAje3t6YNGnSE4+bNWsWTp48iZSUlFqKTJqk8GFiKpgr8eLi4rB9+3ZMmjQJAQEBsLe319lfXFyM9PR0zJkzB8HBwZgyZYqRIjU+5kocSXz511KtGjhwoDY+Pr7a47788kvtwIEDayEiafLx8dHu2LGj2uPS0tK0vr6+tRCRtEVHR2uDgoK0mZmZWo1GU2m/Wq3WHj16VBsUFKT99NNPjRChdDBX4nXr1k27bdu2ao/78ccftd27d6+FiKSLuRLHx8dHm5aWVu1xNfnZzsnNtWz06NGIiYlBVlYWAgMD4e7uLnwzKC4uRnZ2Nvbs2YMTJ05g/vz5Ro7WeLp27YoFCxbAxcUFnp6eeo85ceIEFi5ciK5du9ZydNJz6NAhTJ8+vcr5TjKZDD4+PoiOjkZcXFwtRyctzJV49vb2yM/Pr/a4goIC1K9fvxYiki7mShxXV1ecPXu22qseZ86cQePGjWskBhY+tax///5wdHREUlISvvzyS6jVamGoT6vVwtLSEj179sTKlSvh4+Nj5GiNJy4uDpGRkQgNDUXDhg3RvHlzYVJg+eWI27dvw9fX1+z/OAHS+DAxFcyVeKGhoZg1axauXbuGwMBAuLm56f2ilpKSgqlTpxo5WuNirsSRwpd/zvExIqVSqXeZtpWVlbFDk4zff/8d6enpKCgowM2bNyGTydCwYUO4uroiKCgIbdq0MXaIkpCWloaYmBj4+vqK+jDp27evkSM2HubKMFu2bMGaNWvwxx9/VJqPodVq0bZtW0RERODNN980UoTSwVyJc/jwYSQlJeHAgQOVVuyWf/kPDw+vsS//LHyInhPG/jAxJcyV4a5evSqsgHv8C0iTJk2MHZrkMFfiGOvLPwsfkrQnLTnu27cvWrZsaewQJYcjieIxV4YrKiqCTCZjPxoRmKsnM1ZzWhY+JElccvz02OlaPOaqeleuXMHGjRuFLyDlI2SWlpZCz6PBgwfDzc3NuIFKAHMljrGb07LwIUmSRK8HE2PsDxNTwlyJk5mZiQ8++ADOzs4ICAjQ20g0IyMDN27cQGJiIjp37mzskI2GuRJHCs1pWfiQJLHRo2Gk8GFiKpgr8YYOHYqmTZtizpw5VY6ClZWVITY2FtevX0dycnItRygdzJU4UmhOy+XsJElccmyY5cuXIzw8vMoPkx49eiA8PByzZs3CN998Y9Z/zJkr8a5cuYJRo0Y98dKfpaUl+vXrZ7adiMsxV+Lk5eVV2ZvtcZ06dUJqamqNxMDChyRJCr0eTIkUPkxMBXMlXseOHZGYmIgOHTrAxcVF7zG5ublISEgQldPnGXMljhSa0/JSF0kWlxyLFx0djd9//x3x8fFP/DCZPHky2rdvb9bFInMlXkFBAcLDw3H16lW0a9dOuCwIPGokmp2djfPnz8Pd3R2rV6+Gs7OzkSM2HuZKnPv37yMyMhInTpyotjnt0qVLYWdn98xjYOFDksclx9WTwoeJqWCuDKNSqZCRkYG9e/ciPz9fbyNRPz8//j6CuTKEMZvTsvAhyeOSY/HY6Vo85orIPLHwIcnikmMiaSgqKsL+/fuRn5+v00jU1dUV/v7+bND3GOZKHGM2p2XhQ5LEJcdPh52uxWOuqqdSqTBjxgxs27YNGo0GTk5OcHR0FH4Pb9++DblcjpCQEEybNs2sR2GZK3Gk0JyWhQ9JkhR6PZgSKXyYmArmSry4uDhs374dkyZNQkBAgLCyslxxcTHS09MxZ84cBAcHm/UybeZKHEk0p9USSZCPj492x44d1R6Xlpam9fX1rYWIpC06OlobFBSkzczM1Go0mkr71Wq19ujRo9qgoCDtp59+aoQIpYO5Eq9bt27abdu2VXvcjz/+qO3evXstRCRdzJU4Pj4+2rS0tGqPq8nPdtmzL6WI/rnyXg+nT5+u8pia7vVgSg4dOoTo6Gh4eXlV+gYFADKZDD4+PoiOjsbBgweNEKF0MFfi2dvbIz8/v9rjCgoKUL9+/VqISLqYK3HKm9NWpyab07KBIUlSXFwcIiMjERoaWu2S47i4OCNHa3zsdC0ecyVeaGgoZs2ahWvXriEwMBBubm56G4mmpKRg6tSpRo7WuJgrcaTQnJZzfEjSfv/99yf2xOCS40fS0tIQExMDX19fUR8mffv2NXLExsNcGWbLli1Ys2YN/vjjj0ojZFqtFm3btkVERATefPNNI0UoHcyVOMZuTsvChyQpNzcXjRo1grW1tbDt1q1b2Lp1K7Kzs1GvXj106NAB/fr1g0zGK7aA8T9MTEnFXJX/kdJqtcxVFa5evSqsgHv8C0iTJk2MHZrkMFfiGKs5LQsfkqS2bdti/fr16NSpEwDg3LlzGDVqFBQKBV566SUolUr89ddfaN++PVatWoV69eoZOWLpYKdr8ZgrwxUVFUEmk7EfjQG0Wq3e+WTmzljNaTnHhySpYj0eHx8PFxcXJCQkwNXVFQDw559/4sMPP8TcuXPxn//8xxhhSpJMJtP7P6rM2toarq6uwr+pgoIClJaWsvB5zJUrV7Bx40ah51H5aKKlpSUaN26MPn36YPDgwXBzczNuoEa2ZMkSvP322zrzwjZt2oS1a9ciJycHtra2aN++PWJiYtC2bVsjRmp8xm5OyxEfkqQ2bdpgw4YNwojPa6+9hrlz56JPnz46x6WkpGDBggVmv/oGMP6HiamYNGkSIiMj0aJFCwCPGs8tWbIESUlJUCgUAIAWLVogNjYWvXr1MmaoRpeZmYkPPvgAzs7OCAgI0NtINCMjAzdu3EBiYiI6d+5s7JCNpuIo9Zo1azB79mz06NED3bp1g1KpRHp6Os6fP48NGzagQ4cORo7YOKTQnJaFD0lSmzZt8P333wt3zw4MDMSMGTPQo0cPneN27dqFzz//HCdPnjRGmJIhhQ8TU1GxqF6wYAESExPxzjvvoHv37lAqldi9ezd27dqF5cuXw8/Pz8gRG8/QoUPRtGlTzJkzp8rLD2VlZYiNjcX169eRnJxcyxFKR8V/V0FBQejWrVul0eioqCjcuXMHSUlJxgjT6KTQnJaXukiyPv74Y7i6uqJhw4awtLTE1q1bKxU+R48ehYeHh5EilI7ly5cjPDy8yg+THj16IDw8HLNmzcI333xj1oVPRdu2bcPo0aPxySefCNv69++PadOm4euvvzbrwufKlSsYNWrUE+dcWFpaol+/fmbbibgqBQUF6NevX6XtISEhiI6ONkJE0pCXlyd8oX2STp06ITU1tUZiYOFDkjRu3Didx+3atau0dP348ePYvHkzEhISajM0SZLCh4mpKioq0tsEMzAwED/99JMRIpKOjh07IjExER06dICLi4veY3Jzc5GQkCDq39/z7sKFC3BwcECjRo3g6empt6Fhbm6uWS/GKG9O6+LiUuW/mZpuTsvChySpYuGjj4eHBxYsWIDXX3+9FiKSNil8mJiSgwcP4v79+2jUqBFeffVVXLp0qdLS9ezsbDg5ORkpQmn44osvEB4ejp49e6Jdu3bCJVTgUSPR7OxsnD9/Hm5ubli6dKmRozW+L774AgBgYWEBrVYLKysrDBo0SNivVquRlpZm1qOIUmhOyzk+RM+B+/fvIzIyEidOnKj2w2TJkiVm/Y1TX9NLf39/LF++XHj88OFDDBkyBF27dkVsbGxthic5KpUKGRkZT2wk6ufnZ/Yr4a5fv15pm4ODg87v2v79+zFjxgykpKSgQYMGtRme5BizOS0LH6LnCDtdPxtHjhzBvHnzsH79etStW9fY4RidSqVCYWEhXF1d9bZGyMnJwfLlyzF79mwjRCct1eUqKysLq1evNutclZaW4vz587Czs8Mrr7wC4NGXjeTkZGRlZaF58+YICQmp8vLqP8XCh8iM5OXlYcuWLaIuJZo75gpQKBT48ssv8eOPP0KtVsPa2hq+vr746KOP0LFjR+G4kydPIiwsDBcuXDBesEamL1c+Pj4YM2YMc/WYy5cvY/To0cjLywPwaC7dvHnzMHLkSFy4cAHu7u64evUqZDIZkpKShMLoWWJXMyIzkpuby7kYIjFXj5b6p6amIioqCsuWLUN0dDRKSkoQGhqKzz//HA8fPjR2iJKhL1cKhYK5qmDu3Lmws7PDhg0bsGrVKvz5558YO3YsCgoKsHPnTqSkpCAjIwPu7u7473//WyMxcHIz0XNg//79oo77448/ajgS6WOuxNu9ezcmTJiAESNGAHg0F2rEiBE4cOAApk2bhsGDB2P58uXsDA7mSqzTp08jLi5OWITxf//3fxg3bhxiY2OFS1v16tXDyJEja+wu9ix8iJ4DkZGRACrf6kMfc79nEHMlXnFxsd4ba/r5+WHz5s0YP348QkNDq21GZw6YK3Hs7Ox0Osu/9tpr0Gq1aNmypc5xpaWl0Gg0NRIDCx+i54C3tzdu3bqlszJJn7Nnz5p18zSAuTJE586dkZaWprfhZaNGjbB69WqMHz8en332mRGikxbmShxvb29s374d/fv3BwA0bNgQa9euRbt27XSOO3DgANq3b18jMZj3mBvRc2LgwIGwtLREkyZNnvg/Z2dnY4dqdMyVeFOmTMGRI0eQlpamd7+VlRUWLVrEXlpgrsT65JNPhPYawKNRVW9vb9jZ2QnH7Nu3Dzt37sSECRNqJAau6iJ6DqhUKhQVFVX7x5rLjpkrQ12+fBnNmzd/Yp8epVKJHTt24M0336zFyKSHuRJHo9E8ca5TSUkJzp49C19f3xo5PwsfIiIiMhu81EVERERmg4UPERERmQ0WPkRERGQ2WPgQERGR2WDhQ0RERGaDhQ8RERGZDRY+REREZDb+P8OZMzRP2i+XAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 600x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def bars(lst: list[tuple[str, int]]):\n",
" plt.figure(figsize=(6, 8))\n",
" sns.barplot(x=[v for k, v in lst], y=[k for k, v in lst], orient='h')\n",
" plt.xticks(rotation=90)\n",
" plt.grid()\n",
" plt.show()\n",
"\n",
"\n",
"def country_stats():\n",
" countries = sorted(Counter([d['area_name'] for d in data]).items(), key=lambda x: -x[1])\n",
" print(f'總共有送往 {len(countries)} 個國家的訂單')\n",
" countries = countries[:30]\n",
" print('集運目的國家統計: 前 30 國家的訂單數')\n",
" bars(countries)\n",
"\n",
"\n",
"country_stats()"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:16:48.065746Z",
"start_time": "2023-04-03T10:16:42.540837Z"
},
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"正在分析送往全球的訂單數據...\n",
"總共有 154 個快遞公司\n",
"前 50 快遞公司的訂單數(圖1)和運輸時間天數(圖2,3)\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x1333.33 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Route</th>\n",
" <th>Order Count</th>\n",
" <th>Median Duration (days)</th>\n",
" <th>95-percentile Duration (days)</th>\n",
" <th>5-percentile Duration (days)</th>\n",
" <th>Avg Price (USD/kg)</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>EUB</td>\n",
" <td>10167</td>\n",
" <td>26.628854</td>\n",
" <td>195.883803</td>\n",
" <td>11.048147</td>\n",
" <td>0.175454</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>EMS小包特惠</td>\n",
" <td>8554</td>\n",
" <td>20.920660</td>\n",
" <td>142.395505</td>\n",
" <td>8.071130</td>\n",
" <td>0.135519</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>SAL</td>\n",
" <td>6853</td>\n",
" <td>32.817743</td>\n",
" <td>148.957824</td>\n",
" <td>12.121315</td>\n",
" <td>0.089138</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>EMS特快专递</td>\n",
" <td>6358</td>\n",
" <td>15.760984</td>\n",
" <td>185.986387</td>\n",
" <td>5.813586</td>\n",
" <td>0.164781</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>中国大陆中通</td>\n",
" <td>5481</td>\n",
" <td>7.612789</td>\n",
" <td>128.097303</td>\n",
" <td>2.291366</td>\n",
" <td>0.046655</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>EUB特惠(原EUB-A</td>\n",
" <td>4535</td>\n",
" <td>30.814630</td>\n",
" <td>145.567551</td>\n",
" <td>14.211866</td>\n",
" <td>0.149564</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>E特快</td>\n",
" <td>3958</td>\n",
" <td>15.934201</td>\n",
" <td>62.015484</td>\n",
" <td>6.175343</td>\n",
" <td>0.148994</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>EMS(原EMS特快专递)</td>\n",
" <td>3568</td>\n",
" <td>21.987778</td>\n",
" <td>135.233255</td>\n",
" <td>7.936212</td>\n",
" <td>0.177621</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>EMS</td>\n",
" <td>3147</td>\n",
" <td>18.637280</td>\n",
" <td>73.856627</td>\n",
" <td>6.444986</td>\n",
" <td>0.171466</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>云途服装专线挂号</td>\n",
" <td>3109</td>\n",
" <td>13.934340</td>\n",
" <td>59.271537</td>\n",
" <td>8.125407</td>\n",
" <td>0.145923</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>中国大陆顺丰</td>\n",
" <td>2547</td>\n",
" <td>7.203194</td>\n",
" <td>147.613480</td>\n",
" <td>2.108582</td>\n",
" <td>0.022379</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>EMS特惠(原EMS-A</td>\n",
" <td>2447</td>\n",
" <td>25.594792</td>\n",
" <td>146.073868</td>\n",
" <td>9.218709</td>\n",
" <td>0.159964</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>云途空运专线(普货)</td>\n",
" <td>1945</td>\n",
" <td>15.911736</td>\n",
" <td>73.705433</td>\n",
" <td>8.989104</td>\n",
" <td>0.149545</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>EUB-A</td>\n",
" <td>1839</td>\n",
" <td>30.957616</td>\n",
" <td>371.652289</td>\n",
" <td>13.060436</td>\n",
" <td>0.151317</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>香港DHL(原香港DHL-A(小货))</td>\n",
" <td>1398</td>\n",
" <td>12.831100</td>\n",
" <td>112.312417</td>\n",
" <td>7.149543</td>\n",
" <td>0.136952</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>EMS经济线</td>\n",
" <td>1187</td>\n",
" <td>19.269444</td>\n",
" <td>162.336156</td>\n",
" <td>8.682553</td>\n",
" <td>0.082974</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>香港DHL-A(小货)</td>\n",
" <td>1162</td>\n",
" <td>12.022656</td>\n",
" <td>141.387291</td>\n",
" <td>6.906475</td>\n",
" <td>0.140160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>SAL海运</td>\n",
" <td>1126</td>\n",
" <td>34.468889</td>\n",
" <td>144.086484</td>\n",
" <td>15.907060</td>\n",
" <td>0.076536</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>DHL特快(原大陆DHL</td>\n",
" <td>1097</td>\n",
" <td>8.939294</td>\n",
" <td>128.458690</td>\n",
" <td>4.523109</td>\n",
" <td>0.214714</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>顺丰电商-CD</td>\n",
" <td>881</td>\n",
" <td>16.032257</td>\n",
" <td>62.534363</td>\n",
" <td>9.603889</td>\n",
" <td>0.182382</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>香港DHL</td>\n",
" <td>856</td>\n",
" <td>9.272703</td>\n",
" <td>48.968924</td>\n",
" <td>5.128837</td>\n",
" <td>0.192838</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>大陆DHL</td>\n",
" <td>729</td>\n",
" <td>8.145127</td>\n",
" <td>202.686065</td>\n",
" <td>3.891340</td>\n",
" <td>0.193983</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>AIR邮政小包</td>\n",
" <td>689</td>\n",
" <td>27.509387</td>\n",
" <td>80.878671</td>\n",
" <td>10.686630</td>\n",
" <td>0.164724</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>EMS-A</td>\n",
" <td>678</td>\n",
" <td>28.073912</td>\n",
" <td>151.352768</td>\n",
" <td>8.345557</td>\n",
" <td>0.160857</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>挂号空运专线(带电)</td>\n",
" <td>570</td>\n",
" <td>15.535631</td>\n",
" <td>115.681813</td>\n",
" <td>9.178124</td>\n",
" <td>0.198374</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>敏感品空运专线</td>\n",
" <td>506</td>\n",
" <td>30.793270</td>\n",
" <td>150.268296</td>\n",
" <td>16.435506</td>\n",
" <td>0.264473</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>荷邮空运小包(半轨迹)</td>\n",
" <td>480</td>\n",
" <td>34.194954</td>\n",
" <td>152.580457</td>\n",
" <td>18.316847</td>\n",
" <td>0.255244</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>澳大利亚电商小包海运专线</td>\n",
" <td>455</td>\n",
" <td>58.606273</td>\n",
" <td>154.787345</td>\n",
" <td>37.347662</td>\n",
" <td>0.052122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>云途空运专线(带电)</td>\n",
" <td>448</td>\n",
" <td>16.085943</td>\n",
" <td>74.998315</td>\n",
" <td>8.857499</td>\n",
" <td>0.202862</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>荷邮挂号空运小包</td>\n",
" <td>448</td>\n",
" <td>31.662795</td>\n",
" <td>351.529717</td>\n",
" <td>16.077492</td>\n",
" <td>0.245758</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>香港DHL特惠</td>\n",
" <td>446</td>\n",
" <td>13.300781</td>\n",
" <td>78.415622</td>\n",
" <td>6.592370</td>\n",
" <td>0.155518</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>Superbuy空运专线</td>\n",
" <td>445</td>\n",
" <td>9.674387</td>\n",
" <td>14.882363</td>\n",
" <td>6.850296</td>\n",
" <td>0.119234</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>荷邮平邮空运小包</td>\n",
" <td>432</td>\n",
" <td>32.227610</td>\n",
" <td>325.008290</td>\n",
" <td>17.209746</td>\n",
" <td>0.229572</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>FedEx特快</td>\n",
" <td>421</td>\n",
" <td>9.709329</td>\n",
" <td>78.449653</td>\n",
" <td>5.095347</td>\n",
" <td>0.172021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>加拿大空运专线(普货)</td>\n",
" <td>385</td>\n",
" <td>14.493981</td>\n",
" <td>65.603569</td>\n",
" <td>9.051310</td>\n",
" <td>0.163649</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>香港UPS</td>\n",
" <td>375</td>\n",
" <td>10.015799</td>\n",
" <td>76.061869</td>\n",
" <td>5.114757</td>\n",
" <td>0.238372</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>顺丰普货空运专线</td>\n",
" <td>367</td>\n",
" <td>14.457234</td>\n",
" <td>108.046858</td>\n",
" <td>7.043939</td>\n",
" <td>0.140346</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>AIR(邮政小包)</td>\n",
" <td>329</td>\n",
" <td>30.417512</td>\n",
" <td>262.909264</td>\n",
" <td>11.153123</td>\n",
" <td>0.189917</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>美妆空运专线</td>\n",
" <td>319</td>\n",
" <td>15.917176</td>\n",
" <td>221.431635</td>\n",
" <td>8.587198</td>\n",
" <td>0.206673</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>挂号空运专线(普货)</td>\n",
" <td>315</td>\n",
" <td>15.772766</td>\n",
" <td>114.501969</td>\n",
" <td>9.398073</td>\n",
" <td>0.126939</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>空运专线挂号(普货)</td>\n",
" <td>312</td>\n",
" <td>14.646632</td>\n",
" <td>52.227457</td>\n",
" <td>8.233253</td>\n",
" <td>0.163684</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>香港UPS特惠</td>\n",
" <td>305</td>\n",
" <td>11.512859</td>\n",
" <td>80.492139</td>\n",
" <td>6.239169</td>\n",
" <td>0.175133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>澳洲Fastway空运专线</td>\n",
" <td>301</td>\n",
" <td>20.246424</td>\n",
" <td>162.331493</td>\n",
" <td>10.819491</td>\n",
" <td>0.135323</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>顺丰空运专线</td>\n",
" <td>280</td>\n",
" <td>9.646065</td>\n",
" <td>59.964105</td>\n",
" <td>5.182212</td>\n",
" <td>0.169527</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>特货免税空运专线</td>\n",
" <td>265</td>\n",
" <td>9.526366</td>\n",
" <td>18.060220</td>\n",
" <td>6.985644</td>\n",
" <td>0.128967</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>美国海运小包</td>\n",
" <td>261</td>\n",
" <td>38.731157</td>\n",
" <td>63.205660</td>\n",
" <td>29.055336</td>\n",
" <td>0.079495</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>顺丰港澳</td>\n",
" <td>230</td>\n",
" <td>4.842095</td>\n",
" <td>98.201496</td>\n",
" <td>1.926051</td>\n",
" <td>0.022277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>美国海运大货专线</td>\n",
" <td>211</td>\n",
" <td>34.745660</td>\n",
" <td>59.993426</td>\n",
" <td>25.867830</td>\n",
" <td>0.035633</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>欧美免税空运专线</td>\n",
" <td>201</td>\n",
" <td>17.552442</td>\n",
" <td>69.020475</td>\n",
" <td>10.775602</td>\n",
" <td>0.247916</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>EMS特惠</td>\n",
" <td>159</td>\n",
" <td>27.409317</td>\n",
" <td>77.684076</td>\n",
" <td>14.042350</td>\n",
" <td>0.141787</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Route Order Count Median Duration (days) \\\n",
"0 EUB 10167 26.628854 \n",
"1 EMS小包特惠 8554 20.920660 \n",
"2 SAL 6853 32.817743 \n",
"3 EMS特快专递 6358 15.760984 \n",
"4 中国大陆中通 5481 7.612789 \n",
"5 EUB特惠(原EUB-A 4535 30.814630 \n",
"6 E特快 3958 15.934201 \n",
"7 EMS(原EMS特快专递) 3568 21.987778 \n",
"8 EMS 3147 18.637280 \n",
"9 云途服装专线挂号 3109 13.934340 \n",
"10 中国大陆顺丰 2547 7.203194 \n",
"11 EMS特惠(原EMS-A 2447 25.594792 \n",
"12 云途空运专线(普货) 1945 15.911736 \n",
"13 EUB-A 1839 30.957616 \n",
"14 香港DHL(原香港DHL-A(小货)) 1398 12.831100 \n",
"15 EMS经济线 1187 19.269444 \n",
"16 香港DHL-A(小货) 1162 12.022656 \n",
"17 SAL海运 1126 34.468889 \n",
"18 DHL特快(原大陆DHL 1097 8.939294 \n",
"19 顺丰电商-CD 881 16.032257 \n",
"20 香港DHL 856 9.272703 \n",
"21 大陆DHL 729 8.145127 \n",
"22 AIR邮政小包 689 27.509387 \n",
"23 EMS-A 678 28.073912 \n",
"24 挂号空运专线(带电) 570 15.535631 \n",
"25 敏感品空运专线 506 30.793270 \n",
"26 荷邮空运小包(半轨迹) 480 34.194954 \n",
"27 澳大利亚电商小包海运专线 455 58.606273 \n",
"28 云途空运专线(带电) 448 16.085943 \n",
"29 荷邮挂号空运小包 448 31.662795 \n",
"30 香港DHL特惠 446 13.300781 \n",
"31 Superbuy空运专线 445 9.674387 \n",
"32 荷邮平邮空运小包 432 32.227610 \n",
"33 FedEx特快 421 9.709329 \n",
"34 加拿大空运专线(普货) 385 14.493981 \n",
"35 香港UPS 375 10.015799 \n",
"36 顺丰普货空运专线 367 14.457234 \n",
"37 AIR(邮政小包) 329 30.417512 \n",
"38 美妆空运专线 319 15.917176 \n",
"39 挂号空运专线(普货) 315 15.772766 \n",
"40 空运专线挂号(普货) 312 14.646632 \n",
"41 香港UPS特惠 305 11.512859 \n",
"42 澳洲Fastway空运专线 301 20.246424 \n",
"43 顺丰空运专线 280 9.646065 \n",
"44 特货免税空运专线 265 9.526366 \n",
"45 美国海运小包 261 38.731157 \n",
"46 顺丰港澳 230 4.842095 \n",
"47 美国海运大货专线 211 34.745660 \n",
"48 欧美免税空运专线 201 17.552442 \n",
"49 EMS特惠 159 27.409317 \n",
"\n",
" 95-percentile Duration (days) 5-percentile Duration (days) \\\n",
"0 195.883803 11.048147 \n",
"1 142.395505 8.071130 \n",
"2 148.957824 12.121315 \n",
"3 185.986387 5.813586 \n",
"4 128.097303 2.291366 \n",
"5 145.567551 14.211866 \n",
"6 62.015484 6.175343 \n",
"7 135.233255 7.936212 \n",
"8 73.856627 6.444986 \n",
"9 59.271537 8.125407 \n",
"10 147.613480 2.108582 \n",
"11 146.073868 9.218709 \n",
"12 73.705433 8.989104 \n",
"13 371.652289 13.060436 \n",
"14 112.312417 7.149543 \n",
"15 162.336156 8.682553 \n",
"16 141.387291 6.906475 \n",
"17 144.086484 15.907060 \n",
"18 128.458690 4.523109 \n",
"19 62.534363 9.603889 \n",
"20 48.968924 5.128837 \n",
"21 202.686065 3.891340 \n",
"22 80.878671 10.686630 \n",
"23 151.352768 8.345557 \n",
"24 115.681813 9.178124 \n",
"25 150.268296 16.435506 \n",
"26 152.580457 18.316847 \n",
"27 154.787345 37.347662 \n",
"28 74.998315 8.857499 \n",
"29 351.529717 16.077492 \n",
"30 78.415622 6.592370 \n",
"31 14.882363 6.850296 \n",
"32 325.008290 17.209746 \n",
"33 78.449653 5.095347 \n",
"34 65.603569 9.051310 \n",
"35 76.061869 5.114757 \n",
"36 108.046858 7.043939 \n",
"37 262.909264 11.153123 \n",
"38 221.431635 8.587198 \n",
"39 114.501969 9.398073 \n",
"40 52.227457 8.233253 \n",
"41 80.492139 6.239169 \n",
"42 162.331493 10.819491 \n",
"43 59.964105 5.182212 \n",
"44 18.060220 6.985644 \n",
"45 63.205660 29.055336 \n",
"46 98.201496 1.926051 \n",
"47 59.993426 25.867830 \n",
"48 69.020475 10.775602 \n",
"49 77.684076 14.042350 \n",
"\n",
" Avg Price (USD/kg) \n",
"0 0.175454 \n",
"1 0.135519 \n",
"2 0.089138 \n",
"3 0.164781 \n",
"4 0.046655 \n",
"5 0.149564 \n",
"6 0.148994 \n",
"7 0.177621 \n",
"8 0.171466 \n",
"9 0.145923 \n",
"10 0.022379 \n",
"11 0.159964 \n",
"12 0.149545 \n",
"13 0.151317 \n",
"14 0.136952 \n",
"15 0.082974 \n",
"16 0.140160 \n",
"17 0.076536 \n",
"18 0.214714 \n",
"19 0.182382 \n",
"20 0.192838 \n",
"21 0.193983 \n",
"22 0.164724 \n",
"23 0.160857 \n",
"24 0.198374 \n",
"25 0.264473 \n",
"26 0.255244 \n",
"27 0.052122 \n",
"28 0.202862 \n",
"29 0.245758 \n",
"30 0.155518 \n",
"31 0.119234 \n",
"32 0.229572 \n",
"33 0.172021 \n",
"34 0.163649 \n",
"35 0.238372 \n",
"36 0.140346 \n",
"37 0.189917 \n",
"38 0.206673 \n",
"39 0.126939 \n",
"40 0.163684 \n",
"41 0.175133 \n",
"42 0.135323 \n",
"43 0.169527 \n",
"44 0.128967 \n",
"45 0.079495 \n",
"46 0.022277 \n",
"47 0.035633 \n",
"48 0.247916 \n",
"49 0.141787 "
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import datetime\n",
"from matplotlib.figure import Figure\n",
"\n",
"from matplotlib.axes import Axes\n",
"\n",
"\n",
"def route_stats(country: str | None = None, count: int = 30, sort_by: str | None = None, \n",
" sort_asc: bool = True, filter_routes: list[str] | None = None, min_date: str = '2000-01-01'):\n",
" cdata = data\n",
" if country is not None:\n",
" cdata = [d for d in data if d['area_name'] == country]\n",
" print(f'正在分析送往 {country} 的訂單數據...')\n",
" else:\n",
" print('正在分析送往全球的訂單數據...')\n",
"\n",
" # Filter by date (convert min_Date to unix seconds first)\n",
" min_date = datetime.datetime.strptime(min_date, '%Y-%m-%d').timestamp()\n",
" cdata = [d for d in cdata if d['package_time'] >= min_date]\n",
"\n",
" routes = sorted(Counter([d['delivery_name'].strip() for d in cdata]).items(), key=lambda x: -x[1])\n",
" # Filter routes\n",
" if filter_routes is not None:\n",
" routes = [r for r in routes if r[0] in filter_routes]\n",
"\n",
" print(f'總共有 {len(routes)} 個快遞公司')\n",
" routes = routes[:count]\n",
" count = len(routes)\n",
" print(f'前 {count} 快遞公司的訂單數(圖1)和運輸時間天數(圖2,3')\n",
" # bars(names)\n",
"\n",
" df = []\n",
" for route, cnt in routes:\n",
" orders = [d for d in data if d['delivery_name'] == route]\n",
" durations = [d['duration'] for d in orders if d['duration']]\n",
" df.append({\n",
" 'Route': route,\n",
" 'Order Count': cnt,\n",
" 'Median Duration (days)': np.median(durations) if durations else 0,\n",
" '95-percentile Duration (days)': np.percentile(durations, 95) if durations else 0,\n",
" '5-percentile Duration (days)': np.percentile(durations, 5) if durations else 0,\n",
" 'Durations': durations,\n",
" 'Avg Price (USD/kg)': np.mean([d['real_package_price'] / d['final_weight'] for d in orders if d['final_weight']])\n",
" })\n",
" df = DF(df)\n",
"\n",
" if sort_by is not None:\n",
" df = df.sort_values(sort_by, ascending=sort_asc)\n",
"\n",
" fig, ax = plt.subplots(ncols=3, figsize=(12, 8 / 30 * count), sharey='all')\n",
" fig: Figure\n",
" ax: list[Axes]\n",
"\n",
" sns.barplot(x='Order Count', y='Route', data=df, ax=ax[0], orient='h')\n",
" sns.boxplot(data=df.Durations, ax=ax[1], orient='h')\n",
" sns.barplot(x='Median Duration (days)', y='Route', data=df, ax=ax[2], orient='h')\n",
" ax[1].set_xlabel('Duration Distribution (days)')\n",
" ax[1].set_xlim(0, 90)\n",
" for a in ax:\n",
" a.grid()\n",
" # ax[0].yaxis.set_ticks(list(df.Route))\n",
" plt.show()\n",
"\n",
" # Delete df['Durations']\n",
" del df['Durations']\n",
" return df\n",
"\n",
"\n",
"route_stats(count=50)"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {
"ExecuteTime": {
"end_time": "2023-04-03T10:16:53.170435Z",
"start_time": "2023-04-03T10:16:47.703948Z"
},
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"正在分析送往 加拿大 的訂單數據...\n",
"總共有 67 個快遞公司\n",
"前 67 快遞公司的訂單數(圖1)和運輸時間天數(圖2,3)\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 1200x1786.67 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Route</th>\n",
" <th>Order Count</th>\n",
" <th>Median Duration (days)</th>\n",
" <th>95-percentile Duration (days)</th>\n",
" <th>5-percentile Duration (days)</th>\n",
" <th>Avg Price (USD/kg)</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>香港仓香港UPS</td>\n",
" <td>29</td>\n",
" <td>6.829936</td>\n",
" <td>95.717656</td>\n",
" <td>2.934984</td>\n",
" <td>0.328084</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>大陆UPS</td>\n",
" <td>29</td>\n",
" <td>7.662419</td>\n",
" <td>50.449259</td>\n",
" <td>3.927633</td>\n",
" <td>0.211334</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>大陆DHL</td>\n",
" <td>87</td>\n",
" <td>8.145127</td>\n",
" <td>202.686065</td>\n",
" <td>3.891340</td>\n",
" <td>0.193983</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>大陆UPS20KG+</td>\n",
" <td>1</td>\n",
" <td>8.899045</td>\n",
" <td>36.575749</td>\n",
" <td>4.985925</td>\n",
" <td>0.107139</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>DHL特快(原大陆DHL</td>\n",
" <td>258</td>\n",
" <td>8.939294</td>\n",
" <td>128.458690</td>\n",
" <td>4.523109</td>\n",
" <td>0.214714</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>荷邮平邮空运小包</td>\n",
" <td>144</td>\n",
" <td>32.227610</td>\n",
" <td>325.008290</td>\n",
" <td>17.209746</td>\n",
" <td>0.229572</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>SAL</td>\n",
" <td>3521</td>\n",
" <td>32.817743</td>\n",
" <td>148.957824</td>\n",
" <td>12.121315</td>\n",
" <td>0.089138</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>GD-EUB</td>\n",
" <td>43</td>\n",
" <td>33.595706</td>\n",
" <td>269.746737</td>\n",
" <td>12.395294</td>\n",
" <td>0.223721</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>荷邮空运小包(半轨迹)</td>\n",
" <td>197</td>\n",
" <td>34.194954</td>\n",
" <td>152.580457</td>\n",
" <td>18.316847</td>\n",
" <td>0.255244</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>SAL海运</td>\n",
" <td>936</td>\n",
" <td>34.468889</td>\n",
" <td>144.086484</td>\n",
" <td>15.907060</td>\n",
" <td>0.076536</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>67 rows × 6 columns</p>\n",
"</div>"
],
"text/plain": [
" Route Order Count Median Duration (days) \\\n",
"39 香港仓香港UPS 29 6.829936 \n",
"38 大陆UPS 29 7.662419 \n",
"26 大陆DHL 87 8.145127 \n",
"65 大陆UPS20KG+ 1 8.899045 \n",
"12 DHL特快(原大陆DHL 258 8.939294 \n",
".. ... ... ... \n",
"20 荷邮平邮空运小包 144 32.227610 \n",
"0 SAL 3521 32.817743 \n",
"33 GD-EUB 43 33.595706 \n",
"13 荷邮空运小包(半轨迹) 197 34.194954 \n",
"6 SAL海运 936 34.468889 \n",
"\n",
" 95-percentile Duration (days) 5-percentile Duration (days) \\\n",
"39 95.717656 2.934984 \n",
"38 50.449259 3.927633 \n",
"26 202.686065 3.891340 \n",
"65 36.575749 4.985925 \n",
"12 128.458690 4.523109 \n",
".. ... ... \n",
"20 325.008290 17.209746 \n",
"0 148.957824 12.121315 \n",
"33 269.746737 12.395294 \n",
"13 152.580457 18.316847 \n",
"6 144.086484 15.907060 \n",
"\n",
" Avg Price (USD/kg) \n",
"39 0.328084 \n",
"38 0.211334 \n",
"26 0.193983 \n",
"65 0.107139 \n",
"12 0.214714 \n",
".. ... \n",
"20 0.229572 \n",
"0 0.089138 \n",
"33 0.223721 \n",
"13 0.255244 \n",
"6 0.076536 \n",
"\n",
"[67 rows x 6 columns]"
]
},
"execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"route_stats('加拿大', count=70, sort_by='Median Duration (days)')\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"正在分析送往 美国 的訂單數據...\n",
"總共有 5 個快遞公司\n",
"前 5 快遞公司的訂單數(圖1)和運輸時間天數(圖2,3)\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x133.333 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Route</th>\n",
" <th>Order Count</th>\n",
" <th>Median Duration (days)</th>\n",
" <th>95-percentile Duration (days)</th>\n",
" <th>5-percentile Duration (days)</th>\n",
" <th>Avg Price (USD/kg)</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>香港DHL</td>\n",
" <td>336</td>\n",
" <td>9.27</td>\n",
" <td>48.94</td>\n",
" <td>5.13</td>\n",
" <td>0.21</td>\n",
" </tr>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>特货免税空运专线</td>\n",
" <td>591</td>\n",
" <td>9.53</td>\n",
" <td>18.06</td>\n",
" <td>6.99</td>\n",
" <td>0.13</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>香港UPS特惠</td>\n",
" <td>156</td>\n",
" <td>11.51</td>\n",
" <td>80.49</td>\n",
" <td>6.24</td>\n",
" <td>0.17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>荷邮空运小包特惠(带电)</td>\n",
" <td>8</td>\n",
" <td>32.00</td>\n",
" <td>54.14</td>\n",
" <td>19.22</td>\n",
" <td>0.24</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>荷邮空运小包特惠(半轨迹)</td>\n",
" <td>2</td>\n",
" <td>32.13</td>\n",
" <td>78.22</td>\n",
" <td>18.93</td>\n",
" <td>0.23</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Route Order Count Median Duration (days) \\\n",
"1 香港DHL 336 9.27 \n",
"0 特货免税空运专线 591 9.53 \n",
"2 香港UPS特惠 156 11.51 \n",
"3 荷邮空运小包特惠(带电) 8 32.00 \n",
"4 荷邮空运小包特惠(半轨迹) 2 32.13 \n",
"\n",
" 95-percentile Duration (days) 5-percentile Duration (days) \\\n",
"1 48.94 5.13 \n",
"0 18.06 6.99 \n",
"2 80.49 6.24 \n",
"3 54.14 19.22 \n",
"4 78.22 18.93 \n",
"\n",
" Avg Price (USD/kg) \n",
"1 0.21 \n",
"0 0.13 \n",
"2 0.17 \n",
"3 0.24 \n",
"4 0.23 "
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\n",
"route_stats('美国', count=50, sort_by='Median Duration (days)', filter_routes=[\n",
" '特货免税空运专线',\n",
" '香港DHL',\n",
" '香港UPS特惠',\n",
" '荷邮空运小包特惠(带电)',\n",
" '荷邮空运小包特惠(半轨迹)',\n",
"], min_date=\"2023-05-01\").round(2)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.0"
}
},
"nbformat": 4,
"nbformat_minor": 0
}