From abeb54421741f5ec598818daa9d03d41b78657a8 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Fri, 3 Nov 2023 05:08:07 +0000 Subject: [PATCH] Update for 2023-11-03 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index d4aa62b..89b7d87 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:07:59.460965Z", - "iopub.status.busy": "2023-11-02T05:07:59.460766Z", - "iopub.status.idle": "2023-11-02T05:07:59.470931Z", - "shell.execute_reply": "2023-11-02T05:07:59.470302Z" + "iopub.execute_input": "2023-11-03T05:08:00.862428Z", + "iopub.status.busy": "2023-11-03T05:08:00.861728Z", + "iopub.status.idle": "2023-11-03T05:08:00.874493Z", + "shell.execute_reply": "2023-11-03T05:08:00.873906Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:07:59.509904Z", - "iopub.status.busy": "2023-11-02T05:07:59.509506Z", - "iopub.status.idle": "2023-11-02T05:08:01.445733Z", - "shell.execute_reply": "2023-11-02T05:08:01.445045Z" + "iopub.execute_input": "2023-11-03T05:08:00.918873Z", + "iopub.status.busy": "2023-11-03T05:08:00.918262Z", + "iopub.status.idle": "2023-11-03T05:08:03.195818Z", + "shell.execute_reply": "2023-11-03T05:08:03.195055Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.448682Z", - "iopub.status.busy": "2023-11-02T05:08:01.448407Z", - "iopub.status.idle": "2023-11-02T05:08:01.695790Z", - "shell.execute_reply": "2023-11-02T05:08:01.695091Z" + "iopub.execute_input": "2023-11-03T05:08:03.200247Z", + "iopub.status.busy": "2023-11-03T05:08:03.199695Z", + "iopub.status.idle": "2023-11-03T05:08:03.542263Z", + "shell.execute_reply": "2023-11-03T05:08:03.541484Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.698528Z", - "iopub.status.busy": "2023-11-02T05:08:01.698319Z", - "iopub.status.idle": "2023-11-02T05:08:01.701645Z", - "shell.execute_reply": "2023-11-02T05:08:01.701034Z" + "iopub.execute_input": "2023-11-03T05:08:03.546247Z", + "iopub.status.busy": "2023-11-03T05:08:03.545581Z", + "iopub.status.idle": "2023-11-03T05:08:03.549838Z", + "shell.execute_reply": "2023-11-03T05:08:03.549240Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.703824Z", - "iopub.status.busy": "2023-11-02T05:08:01.703647Z", - "iopub.status.idle": "2023-11-02T05:08:01.707070Z", - "shell.execute_reply": "2023-11-02T05:08:01.706427Z" + "iopub.execute_input": "2023-11-03T05:08:03.552799Z", + "iopub.status.busy": "2023-11-03T05:08:03.552333Z", + "iopub.status.idle": "2023-11-03T05:08:03.558081Z", + "shell.execute_reply": "2023-11-03T05:08:03.557468Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2023-11-02 05:08:01.704484 UTC\n" + "This notebook was last rendered at 2023-11-03 05:08:03.553764 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.709255Z", - "iopub.status.busy": "2023-11-02T05:08:01.709065Z", - "iopub.status.idle": "2023-11-02T05:08:01.718806Z", - "shell.execute_reply": "2023-11-02T05:08:01.718195Z" + "iopub.execute_input": "2023-11-03T05:08:03.561326Z", + "iopub.status.busy": "2023-11-03T05:08:03.560880Z", + "iopub.status.idle": "2023-11-03T05:08:03.573097Z", + "shell.execute_reply": "2023-11-03T05:08:03.572481Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.721043Z", - "iopub.status.busy": "2023-11-02T05:08:01.720851Z", - "iopub.status.idle": "2023-11-02T05:08:01.727149Z", - "shell.execute_reply": "2023-11-02T05:08:01.726531Z" + "iopub.execute_input": "2023-11-03T05:08:03.576173Z", + "iopub.status.busy": "2023-11-03T05:08:03.575606Z", + "iopub.status.idle": "2023-11-03T05:08:03.584354Z", + "shell.execute_reply": "2023-11-03T05:08:03.583747Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2023-10-31\n", - " 1596\n", - " \n", - " \n", " 2023-11-01\n", " 1748\n", " \n", @@ -250,6 +246,10 @@ " 2023-11-02\n", " 1776\n", " \n", + " \n", + " 2023-11-03\n", + " 1640\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2023-10-31 1596\n", "2023-11-01 1748\n", - "2023-11-02 1776" + "2023-11-02 1776\n", + "2023-11-03 1640" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.729569Z", - "iopub.status.busy": "2023-11-02T05:08:01.729187Z", - "iopub.status.idle": "2023-11-02T05:08:01.732739Z", - "shell.execute_reply": "2023-11-02T05:08:01.732201Z" + "iopub.execute_input": "2023-11-03T05:08:03.587451Z", + "iopub.status.busy": "2023-11-03T05:08:03.587020Z", + "iopub.status.idle": "2023-11-03T05:08:03.592033Z", + "shell.execute_reply": "2023-11-03T05:08:03.591432Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.735027Z", - "iopub.status.busy": "2023-11-02T05:08:01.734661Z", - "iopub.status.idle": "2023-11-02T05:08:01.738031Z", - "shell.execute_reply": "2023-11-02T05:08:01.737502Z" + "iopub.execute_input": "2023-11-03T05:08:03.595022Z", + "iopub.status.busy": "2023-11-03T05:08:03.594593Z", + "iopub.status.idle": "2023-11-03T05:08:03.599583Z", + "shell.execute_reply": "2023-11-03T05:08:03.598992Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:01.740367Z", - "iopub.status.busy": "2023-11-02T05:08:01.739990Z", - "iopub.status.idle": "2023-11-02T05:08:02.021839Z", - "shell.execute_reply": "2023-11-02T05:08:02.021113Z" + "iopub.execute_input": "2023-11-03T05:08:03.602692Z", + "iopub.status.busy": "2023-11-03T05:08:03.602263Z", + "iopub.status.idle": "2023-11-03T05:08:03.920454Z", + "shell.execute_reply": "2023-11-03T05:08:03.919350Z" } }, "outputs": [ { "data": { - "image/png": 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0TZs2TV27dpUk/fjjj5KkV1555ZiPd+DAgeDPf/7zn3XPPfeoefPmuuSSS9ShQ4fgF+J58+Zp5cqVFS6MXHp0S2mBQEDNmzevcHREZUqvv1NaUlKSioqKqvw4x3us4uLiaj1WRa6++motWLBA06ZN0z//+c9gIHDOOecoKytLl1xySa0ev+T9UNkufW3bttWWLVsUCARCdmBr3bq1HA5HrZ5bOvp+veqqq9S7d291795dPp9Pq1evrvT6xMREdejQQb///e910kkn6brrrlNGRoamT59e4xruvfde/fjjj3r77bcrDPuqo+T3ebzPYWkbN25U37599dNPP+mCCy7QpZdeqmbNmikxMVGbN2/W888/X+4z0aVLF1122WV64403tGHDBp1yyinB68qOHurbt68+/PBDTZ48WXPmzAn+nbRHjx6aMGGCrrvuulq9ZgBA7CAgKuXw4cPq1KmTLr744pCdH6rqyiuv1KWXXhpyLjMzs8JhwwCA8Dn//PO1ZMkSvfPOO7rlllsiXc5xlezaVFhYWOHtgUCg0mCi9LSd0kqm2VVlm/XExETdc889uueee7Rr1y4tXbpU//73v/XKK69ozZo1WrNmjRo2bBh8rPnz5+vKK6887uMWFhZq4sSJatOmjb744otyoUTJiKSKVBZGuN1u/fjjj8rPz69WSGQnV1xxha644godPHhQubm5WrBggf76179qyJAh+vLLL2s1Jaqkhzt37qzw7ys7duwIua5EXYRDpXXs2FGnn366VqxYoT179lRp+tzll18uSSG72dXEF198ofz8fJ166qkV3v7iiy/qxRdflMfj0YoVK475WCW/p+N9Dkt74okn9OOPP+rZZ58tN/Xx5Zdf1vPPP1/hY91+++1avHix/v73v2vq1Kl6+umn1ahRo+BUtNLOO+88LViwQIcPH9bnn3+uxYsX66mnntLo0aPVqlWrcgu5AwDiE1PMSjn77LM1atSoSkcNFRQUyDRN/e53v9ONN96ocePGac2aNcHbGzVqJLfbHfwvEAgoLy+vwmHbAIDwufnmm5WUlKQ5c+aUm+5UUyUjDao74qQqStYF2bp1a7nb1q9ff8xRQO+//365c0VFRcEdmc4+++xq1dK6dWtdffXVmj17ti6++GJt2LAhOMLj3HPPlXR0G/aq2LNnjwKBgPr161cuHDpw4ECl04uO5dxzz5VlWVq8eHG17xstEhMTq/Q+atKkiS6++GI98cQTGjdunI4cOaJFixbV6rlL3g8VhSzr169XXl6eOnfuXGkgWZdKRvhVdRRPybSr4+06eDxXX321fvOb35T7r2TdrFNOOUW/+c1vdPXVVx/3sXr37i2p4s/hvn37KgyY1q9fL0khawmVqOhxSgwZMkQdOnTQs88+qzfffFNr167VyJEjj7muUMOGDdWvXz9lZmbqL3/5i6SjAS8AABIBUbX84x//0Lp163TPPffoscce07nnnqspU6YE/3WtrHfffVdt27bVaaedFuZKAQClnXLKKRo/fryOHDmiyy+/XMuWLavwukAgUOXHbN68uRwOh7Zs2VJHVf7i1FNPVXJysubPn69du3YFz+fn5+vuu+8+5n3fffddLViwIOTc9OnTtWHDBg0cOPC4C1QfPnxYH330UbnzBQUFwbVeGjduLEkaNmyYTjnlFPn9/uCW42V9/PHH+vnnnyUdDZsaN26szz//PGTaWUFBgX7/+99XuPbQ8dx1112SpP/3//5fuXVapPJrt0Sjli1bavfu3crPzy932wcffFDhSLKSESolvaipkhF1kyZN0u7du4Pni4qKdN9996m4uFi/+c1vavUcJdauXVthuFlcXKyHHnpIu3btUr9+/UICji+++KLC8OzAgQP6/e9/L+noCKvayMjI0DPPPFPuv/vvv1/S0RDymWeeUUZGxnEfa9iwYWrevLleeuklLV++POS2iRMnVvj6O3XqJKl8SPfGG2/omWeeqfS5EhIS9Nvf/la7du0K9nHMmDHlrlu2bFmF7626eg8BAGIHU8yqaM+ePXrvvfc0Y8YMtWjRQtLRKWUrV67UkiVLNHr06JDrjxw5og8//FBerzcC1QIAysrIyJBlWXrkkUd0/vnn65xzzlHfvn3VokULBQIBbd68WW+//bYkhSzwWpmmTZsqNTVVH374oa6//np1795diYmJuvLKK2u1eK90dMHk3//+93rkkUd09tln66qrrlJhYaHeeusttWvXTu3atav0vkOHDtVVV12lq666Sl27dtWKFSu0aNEitWjRQjNmzDjuc+fn56t///7q2rWrzjnnHHXs2FGHDh3SW2+9pW+++UZXXnll8B8+nE6nXn31VV122WW64oor1K9fP5111llq3Lixtm7dqs8++0wbN27Ujh071LhxYyUkJOjuu+/W1KlT1atXLw0bNkxHjhzRkiVLtHfvXg0cOFBLliyp1u/q0ksv1fjx4zVp0iSddtpp8nq9Ovnkk/XDDz9o6dKlOvfcc8vtUhdtBg0apM8++0yDBw/WhRdeqIYNG8rj8Wjo0KG6++67tW3bNp1//vnq1KmTGjRooM8//1zvvvuuOnbsqFGjRtXqufv166cHHnhAjz76qM444wwNHz5cTZo00aJFi7R69Wr1798/GJTU1sKFCzV27Fj1799fnTt3VsuWLfXDDz/o/fff18aNG9WmTRv9/e9/D7lPZmamPvroI/Xr1y+4XtXWrVu1aNGi4Gi0sWPHlnuu0lO1vv32W0lSenq6TjjhBEnSrbfeGly4vS41bdpUTz/9tK699lpdcMEFuvbaa9W2bVstXbpUq1ev1oUXXqgPPvgg5D533HGHnn32WY0YMULDhw9Xu3bttHr1ai1evFgjR47UrFmzKn2+W2+9VZmZmdq2bZt69eql8847r9w1jz76qN59911dcMEF6ty5s5o2bao1a9Zo0aJFat68uX7729/W+e8BAGBT5Ta+h2VZljVixAgrNzc3ePz5559bI0aMsG644YaQ/0aNGmU98cQT5e7/4YcfWqNGjbJ++umnMFYNADieb7/91rrnnnssj8djNWvWzEpKSrKaN29u9enTx7rnnnuszz//vNx9brrpJkuStWnTppDz69ats4YMGWK1aNHCcjgcliTr2WeftSzLsjZt2mRJsjp27HjMeiRZFf3vuLi42MrKyrK6dOliOZ1O6+STT7buv/9+6+DBg1bHjh3LPe6zzz4bfP6cnBzr3HPPtRo3bmw1a9bMuvrqq63vvvuuSr+fI0eOWNnZ2dbgwYOtk08+2WrYsKF14oknWqmpqdZf//pX6/Dhw+Xu88MPP1jp6elWz549LZfLZTVp0sTq2rWrdc0111gvvPCCVVBQELy2oKDAmjZtmnXaaadZjRo1sk466STrhhtusDZv3lzh77nk93jTTTcds+7XX3/duuyyy6zmzZtbDRo0sFJSUiyv12u98847wWuWLFliSbImTJhQ4WNU9HutzPHquuiii8r1tXSPSjtw4IA1ZswYq3379lZiYmLI486aNcsaNWqU1bVrV6tJkybWCSecYPXs2dMaN26ctWvXrirVWpXX9vLLL1vnn3++1bRpU6thw4bW6aefbk2aNMnKz8+v9mNV5quvvrIMw7A8Ho/VsmVLKzEx0UpOTrb69OljTZgwwfrxxx/L3WfBggXW9ddfb3Xr1s1KTk62kpKSrFatWlmDBg2y/va3v4W8t0or+VxV9l/ZHlSk5P1y/fXXV/u1vvnmm9b5559vuVwuy+12W1deeaX1zTffVPpnyUcffWQNHDjQcrvdVtOmTa3zzz/fmjt37nHfs5ZlWV6v15JkTZ8+vcLb33jjDevmm2+2TjvtNCs5Odlq3Lix1b17d+uuu+6yNm/eXO3XBgCIXQ7Lqoc9dmPAyJEjQ3YxW7Zsmf7yl7/oiSeeCC4eWqJk7aHSMjMz5XK56uxf3QAAAIDSiouL1bVrV/3www/asWOHkpOTI10SAMDGmGJWRZ06dVJxcbH27dt33DWFdu3apTVr1uiBBx4IU3UAAACIN3PmzNGmTZs0ZswYwiEAQK0REJVy6NChkO1Hd+3apc2bN6tp06Zq166d+vfvr+nTp8vn86lz587av3+/vvrqK3Xs2DG4a4V0dIFQt9td7Z1iAAAAgOOZOnWq9u7dq6efflpNmjSpcB0mAACqiylmpaxZs0YPP/xwufMXXXSRDMNQYWGhXn31Vb3//vvau3evkpOT1a1bN40cOVIdOnSQdHSor2EYuvDCC3XdddeF+yUAAAAgxjkcDjmdTp1++ul67LHHdMkll0S6JABADCAgAgAAAAAAiHMJx78EAAAAAAAAsYyACAAAAAAAIM4REAEAAAAAAMQ5AiIAAAAAAIA4xzb3//PTTz+psLAw0mVEvVatWmn37t2RLgPVQM/sh57ZDz2zF/plP/TMfuiZvdAv+6Fn9hOpniUlJal58+ZVu7aea7GNwsJCFRQURLqMqOZwOCQd/V2x+Z090DP7oWf2Q8/shX7ZDz2zH3pmL/TLfuiZ/dilZ0wxAwAAAAAAiHMERAAAAAAAAHGOgAgAAAAAACDOERABAAAAAADEORaproLDhw/r8OHDkS4jKuTn5+vIkSPlzjscDjVt2jS4+BYAAAAAALAPAqLjOHjwoBwOh0444QTCD0lOp7PC3d6OHDmiAwcO6IQTTohAVQAAAAAAoDaYYnYchYWFaty4MeHQcTRo0CCqt+sDAAAAAACVIyA6DoIhAAAAAAAQ6wiIAAAAAAAA4hwBEQAAAAAAQJwjIIpRw4cPV0ZGRqW3t2/fXosXLw5jRQAAAAAAIFoREMWpL7/8UgMHDpQkbd26Ve3bt9fq1asjXBUAAAAAAIgEtrmPU61bt450CQAAAAAAIEowgiiGWZalSZMmqWfPnjrrrLM0bdq04G2lp5ide+65kqTLLrtM7du31/DhwyVJy5Yt0xVXXKGuXbvqtNNO07Bhw7R169bwvxAAAAAAAFCvCIjCyDRNpaamyjTNsDzfK6+8osaNGysnJ0cPPfSQ/vSnP+mDDz4od93rr78uSfr3v/+tL7/8Un//+99VWFio3/zmNzr33HP19ttv67XXXtP1118vh8MRltoBAAAAAED4EBCFkd/vV15envx+f1ie77TTTtO9996rLl26aMSIEfJ4PFq6dGm561q2bClJat68uVq3bq3mzZvrv//9r/bv369f//rX6tSpk7p166aRI0cqJSUlLLUDAAAAAIDwISAKI8MwlJKSIsMwwvJ8p512Wshx69attWfPnirdt3nz5ho5cqSuv/563XTTTXrmmWf0ww8/1EeZAAAAAAAgwgiIwsjn8yk3N1c+ny8sz5eUFLoGucPhUHFxcZXv/6c//Umvvfaa+vTpo9dee00XXHCBli9fXtdlAgAAAACACCMggpxOpyRVGB6dccYZuuuuu/Taa6+pR48eevXVV8NdHgAAAAAAqGdscw+deOKJatSokZYsWaK2bduqYcOGCgQCevHFF3XJJZeoTZs22rBhgzZt2qRrr7020uUCAAAAAIA6xggiKCkpSY888oj+9a9/qXfv3rrlllvkcrm0fv16/fa3v9UFF1ygBx54QDfffLNuuummSJcLAAAAAIiQcO/OjfBxWJZlRbqIaLB7924VFBSUO79//34lJydHoKLo5HQ6K/w9SfyuopHD4VDbtm21Y8cO8VG3B3pmP/TMXuiX/dAz+6Fn9kK/7CfSPUtNTVVeXp5SUlKUm5sb9ue3o0j2zOl0qlWrVlW6lhFEAAAAAADguEzT1IEDB+R2u8O2OzfCh4AIAAAAAAAcl9/vVyAQUNOmTcO2OzfCh4AIAAAAAABUyjRNde3aVXl5eXK5XIweilHsYgYAAAAAACpkmqbGjx+voqIiSdKRI0cYPRSjCIgAAAAAAEA5pmlq3LhxIQsrDx06NIIVoT4xxawKiouLI11C1GPHAwAAAACILdnZ2SHf9VJSUuT3+yNYEeoTAdFxNG7cWP/9738JiY7j559/VsOGDSNdBgAAAACgDhiGoUAgEDx2uVzq06ePUlNTZZpm5ApDvWGK2XEkJSWpSZMmOnDgQKRLiQoNGjTQkSNHQs5ZlqWkpCQCIgAAAACIAYZhaN68eSHnGjZsqOXLlysvL09+v591iGIQAVEVJCUlKTk5OdJlRJzD4VDbtm21Y8cOppQBAAAAQIwqHQ45nU4VFBRIOhoc+f1+djGLUUwxAwAAAAAAklRu+lhmZqZSUlKUnp4un8+n3NxcRg/FKEYQAQAAAACAclPLvF6vfD4fgVCcYAQRAAAAAABxzjTNcuFQamqqUlNTZRgGi1PHAUYQAQAAAAAQ5zIyMkKOly9fHlyUeseOHSoqKmJx6hhHQAQAAAAAQBxLS0sLLkQtSW63O7gQtd/vV58+fbR8+XIWp45xBEQAAAAAAMQpwzC0cuXK4LHH49HChQuDx4wYih+sQQQAAAAAQJwqve5Q2XAI8YWACAAAAAAAEA7FOQIiAAAAAADijGEYat++ffDY6/VGrhhEBQIiAAAAAADizPz584M/JyYmyu/3V+l+pmmy5X2MIiACAAAAACCOpKWlybKs4PHQoUOrfF+/36+8vLwqB0qwDwIiAAAAAADihGmaIbuWZWVlVSvsMQxDKSkpbHkfg9jmHgAAAACAOFE6DPJ4PNXext7n81X7PrAHRhABAAAAABDjTNNU165dlZeXJ5fLpaysLHYtQwhGEAEAAAAAEMNM09TYsWODx0eOHGEUEMphBBEAAAAAADHKNE2NGzcu5FzJotTsSIbSCIgAAAAAAIhR2dnZITuWuVyu4DpE7EiG0giIAAAAAACIQaZpKhAIBI/dbrcyMjKCx+xIhtIIiAAAAAAAsLm0tDS1b99eaWlpksqvO+RwOJSenh6y9pDP51Nubi7rEUESi1QDAAAAAGBrhmFo5cqVkqSVK1eqa9euys/PD7nGsiz5/X7CIFSKgAgAAAAAAJsyDEPz5s0LOVc2HHI6nTrppJOYSoZjIiACAAAAAMCGKgqHynK5XMrIyGDkEI6LNYgAAAAAALCh+fPnH/eali1bEg6hSgiIAAAAAACwmcsvvzxk+/qsrCx5vV45HA65XC55vV52KEO1EBABAAAAAGATpmmqSZMmwUWppaPb1/t8Pvn9fk2ZMkUtW7ZUamoqO5ShWgiIAAAAAACwiYcfflg///xz8NjpdCo9PT147Pf7lZeXJ7/fH4nyYGMERAAAAAAARLm0tDS1b98+ZIcyr9erzZs3h4wSMgyDqWWoEXYxAwAAAAAgiqWlpYVMKSuRmppa7pzP52NaGWqEEUQAAAAAAEQpwzBCwqGEhAQlJBz9Ks80MtQlAiIAAAAAAKKQYRiaN29e8NjpdAbXF6rNNDLTNJWamirTNOuoUsQCAiIAAAAAAKJM2XBIkjIzMyVJY8aM0aefflrjqWQsZI2KEBABAAAAABBFTNMsFw5lZWXVydpCpmnqwIEDcrvdLGSNEAREAAAAAABEkZKRQiXqKhySjo4eCgQCatq0KYtZIwQBEQAAAAAAUSItLa3cVvYlQY5pmurbt69mzpxZ48c3DKNW6xchdhEQAQAAAAAQBUzTDNmxzOv1hqwTVLJ20NSpUyNRHmIcAREAAAAAABFmmqbGjh0bPHY6neUWkS4Z/fPggw/W+HlqukA1O5/FPgIiAAAAAAAiqGw4JJVfh0iSfD6fPv30U40ZM6bGz1XTKWbsfBb7CIgAAAAAAIig7OzskOPS6w7VNZ/Pp9zc3Go/PmsXxb6kSBcAAAAAAEC8MgxDgUAgeFx23aFo4fP52PUsxjGCCAAAAACACDBNU/PmzQseu93uqAyHEB+iagTR119/rddee02bNm3STz/9pPvuu099+/Y95n3WrFkj0zS1detWtWzZUtdcc40GDBgQnoIBAAAAAKihsusMpaenR6gSIMpGEB0+fFidOnXSb37zmypdv2vXLk2dOlU9e/bUo48+qiuuuEIzZ87UihUr6rdQAAAAAABqwTAM5efnB4+zsrKYwoWIiqoRRGeffbbOPvvsKl//5ptvqnXr1sEPUUpKir799lu9/vrrOuuss+qpSgAAAAAAaqf01LL6XJQaqKqoCoiqa926derVq1fIOY/Ho+eee67S+xQUFKigoCB47HA45HK5gj+jciW/H35P9kHP7Iee2Q89sxf6ZT/0zH7omb3Qr8i4/PLLQ45nzJhR5fvSM/uxS89sHRAFAgE1a9Ys5FyzZs2Un5+vI0eOqEGDBuXuM3fuXM2ZMyd43LlzZ2VnZ6tVq1b1Xm+saNOmTaRLQDXRM/uhZ/ZDz+yFftkPPbMfemYv9Ct8Ro8erZUrVwaPr7vuOrVt27baj0PP7Cfae2brgKgmrrrqKg0ZMiR4XJLg7d69W4WFhZEqyxYcDofatGmjnTt3yrKsSJeDKqBn9kPP7Iee2Qv9sh96Zj/0zF7oV3jdcccdIVPLPB6Ppk2bph07dlT5MeiZ/USyZ0lJSVUeEGPrgMjtdmvfvn0h5/bt2yeXy1Xh6CFJcjqdcjqdFd7Gh6tqLMvid2Uz9Mx+6Jn90DN7oV/2Q8/sh57ZC/0Kj9LhkMvl0sKFC2v8e6/vnpmmKb/fL8MwWB+pjkT75yyqdjGrrm7duumrr74KObdq1Sp17949QhUBAAAAAFCeYRghxxkZGRGqpGr8fr/y8vLk9/sjXQrCJKoCokOHDmnz5s3avHmzpKPb2G/evFl79uyRJL300kuaPn168PpLL71Uu3bt0r/+9S9t27ZNb7zxhj7++GNdccUVkSgfAAAAAIBy0tLSbLdrmWEYSklJKRdsIXZFVUC0YcMGPfDAA3rggQckHR3S9sADD2jWrFmSpJ9++ikYFklS69at9eCDD2rVqlW6//77tWDBAo0ZM4Yt7gEAAIB6ZpqmUlNTZZpmpEsBopppmiGLUrtcLluMyvH5fMrNzS0XZPHZj10OK5onwIXR7t27VVBQEOkyoprD4VDbtm21Y8eOqJ43iV/QM/uhZ/ZDz+yFftkPPYteqampysvLU0pKinJzc4Pn6Zm90K/6ZZqmxo4dG3IuKyurVqOHIt2zyj77qFwke+Z0Oqu8SHVUjSACAAAAYA9MPwGOLzs7O+S4tuFQNOCzH7sIiAAAAABUSempJZVNPwFwlGmaCgQCweNjrTtkp2lbfPZjFwERAAAAgOMyDENjx45lVyOgCko+LyXcbvcxPzfsGIZoQEAEAAAA4JhM0wzZgYmpJUDlDMMI+bxIUnp6+nHvY4dpW3Ya6YTqIyACAAAAcEyl11FxuVxMLQEqUVE45PF4jvuZiaZpW8cKgRjpFNsIiAAAAABUyjRN7du3T9LRnXgyMjIiXBEQvcqGQ1lZWVq4cGFkiqlAVUYAHSsEsstIJ9QMAREAAACACpVs0V2yLfOUKVOiYoQDEI3S0tJCjqNxx7KqjAA6VggUTSOdUPcIiAAAAABUKDMzM/izw+HgSyFQibS0NK1cuTJ4fKwdyyKpKiOACIHiV1KkCwAAAAAQfQzDUH5+fvB42LBhEawGiF5lwyGPxxO1a/T4fD6CH1SKEUQAAAAAyim9lorX643aL7xAJJmmWS4ciqY1h4DqICACAAAAEKLs9BPCIaC8kjW6SjidTsIh2BoBEQAAAIAg0zTLjR4CEKpsOCSFrtkF2BEBEQAAAICg0l9yXS4Xo4eACmRkZIQcR+ui1EB1EBABAAAAkFR+YeqyX4IBHP2cFBQUBI9ZowuxgoAIAAAAgKTyC1MzIgIIVXYKZjTvWAZUFwERAAAAABamBo6j7LpDLpeLRakRUwiIAAAAgDhnGAYLUwPHUXYRaqZgItYQEAEAAABxrOyUGRamBkKZpqlOnTqFrM/l8XiYgomYQ0AEAAAAxDFGRQDHlpGRUW5RaqaWIRYREAEAAABxquyuZVlZWYyKAEopu2MZi1IjlhEQAQAAAHFq/vz5wZ9dLhfhEPA/JdPKyu5YxsghxDICIgAAACAOGYYhy7KCx0wtA36RnZ1dbuQQ4RBiHQERAAAAEGfK7lrG1DLgF4ZhKBAIhJz78ccfI1NMlDFNU6mpqTJNM9KloB4QEAEAAABxpuyW9oRDwC9ycnJCjlNSUmQYRoSqiS5+v195eXmswxSjCIgAAACAOFL2iy5f9ICjDMNQhw4d1KZNm+A5r9er3NxcQtT/MQyDwCyGJUW6AAAAAADhUXZqmdfrjVgtQDQxTTP42di2bRvTLivh8/n4vcQwRhABAAAAcaJ0OORyuRg9BOhoODRu3LiQc3w2EI8YQQQAAADEgbJTQti1DCg/qk46Gp4yhQrxiIAIAAAAiHEVTS1jmggQOqrO4XBoypQpfDYQt5hiBgAAAMSw0murSEwtA6Sjn4uuXbuGnJsyZYoksY074hYBEQAAABDDMjMzQ46ZWgZI2dnZys/PDx6XjKpjG3fEMwIiAAAAIEaZphnyJZidmYCjDh48GPy59Kg6tnFHPGMNIgAAACBGlR495HK5CIcAHQ1OCwoKgselR9WxjTviGSOIAAAAgBhkGEbI6CGmlgFHlZ4+5vV6JbHuECAREAEAAAAxp+zC1OxaBvyiZBpZVlaW/H4/6w4B/0NABAAAAMSYslPL+OILVI51h4CjCIgAAACAGFJ2YWqmlgGhyo4Y8vl8ys3NZZQd4h4BEQAAABBDWJgaqJxhGNq2bZtcLhcjhoAy2MUMAAAAiBEsTA1UzDCMkHW5Dh06RHgKlMEIIgAAACAGsDA1UJ5pmurUqVPIZ0OSGjVqFJmCgChGQAQAAADEABamBsrLzMxUQUFByLnExMRjjq4zTZNt7xGXCIgAAAAAm2NhaqC8slMuPR6Ptm3bpi1bthxzdB3b3iNeERABAAAANsfC1ECotLS0kGllLpdLCxcurNJ92fYe8YqACAAAALAxFqYGQhmGoZUrVwaPXS5XyOfieFPI2PYe8YqACAAAALApFqYGQpX9THg8Hq1fvz7kc8EUMqBiBEQAAACATZUeFcHC1Ih3pmlq7NixIecqmlbGFDKgYkmRLgAAAABA9RmGEbI7E1PLEM8qCoe8Xm+F1/p8PkbaARVgBBEAAABgMxVNo+ELL+JZ6YXapaPhECPqgOohIAIAAABspuyuZVXdnQmINaZpqlOnTuW2syccAqqPgAgAAACwEXYtA36RkZERMtXS6/USmAI1REAEAAAA2ETZqWUul4upZYhbZdfhqs3IIdM0lZqaKtM066o8wHYIiAAAAACbKLvOCqOHEK/S0tLKrcNVm5FDfr9feXl5TE1DXCMgAgAAAGyg7NSyrKwsRg8hLqWlpWnlypXB47pYh8swDKWkpMgwjNqWB9gWAREAAABgA6VHS3i9XsIhxCXTNEPCIafTWelIuupMG/P5fMrNzeVzhbiWFOkCAAAAABxb2VENTINBPCo7csjpdGrz5s2VXl962hjBD3B8jCACAAAAoljZham9Xm/EagEipWw45HA4yq3JVRbTxoDqYQQRAAAAEKVM09TYsWODxy6Xi9FDiDuGYZQbOZSZmXncUUE+n4+RQ0A1EBABAAAAUYpdywBp/vz5wZ9ru1sZgMoxxQwAAACIQmV3LWNhasQjwzBkWZakutmtDEDlCIgAAACAKFR61ARTyxCPyq6/xQg6oH4REAEAAABRpvSoCYkvxog/pmlq/PjxwWOPxyO/31+lLesB1AwBEQAAABBFDMMIGTWRlZXF1DLEHb/fr6KiIklHp1f++OOPwS3rAdQPAiIAAAAgipQOh1wuF+EQ4oppmurUqZPy8vKC55YvX86W9UAYsIsZAAAAECXKTp9hahniTXZ2tgoKCoLHJaEQW9YD9Y8RRAAAAECUKL2tPbuWId4YhqFAIBA8bt++fblrTNNUampq3K5FZJqm+vbtq5kzZ0a6FMQgAiIAAAAgCpimGdzW3uFwsNYK4krZtbfcbrcOHjxYbt0hv98f12sRlbz+qVOnRroUxCACIgAAACDCTNPUuHHjgsfDhg2LYDVA+M2fPz/4s8vlCo4kKrvuULyvRVTy+h988MFIl4IYxBpEAAAAQIRlZ2cHt7V3u91xOzoC8atRo0bKz8+Xy+VSRkaG/H5/cO2h0uJ9LSKfz6ebbrpJbdu21Y4dOyJdDmIMI4gAAACACDt48GDw5/T09AhWAoSPaZrq2rWr2rdvr8LCQrndbmVkZMjn8yk3NzeugyAgEhhBBAAAAERQWlpacNcmh8PBl2LEBdM0NX78eBUVFUmSCgoK1LRpU97/QAQREAEAAAARYhiGVq5cGTxm7SHEg7ILUktH1x2K13WFgGhBQAQAAABESOmFeT0eD2sPIS6Uft9LRxeizs3NjVA1AEqwBhEAAAAQAYZhBBemdjqdWrhwYYQrAupfWlpa8H0vHZ1WycghIDowgggAAAAIM9M0Q6bYNGnSJHLFAGFSdkql2+1Weno66w4BUYIRRAAAAECYZWZmhhyzcxliXdl1hzwej9asWRMSDpmmqdTUVJmmGYEKARAQAQAAAGFkmqby8/ODx1lZWYygQEwrGw65XC6NGjWq3HV+v195eXmsxQVESNRNMVu8eLFycnIUCATUsWNH3XLLLeratWul17/++ut68803tWfPHiUnJys1NVWjR49WgwYNwlg1AAAAUDUZGRnBn71eL+EQYl7ZHcvy8/Pl9/vl8/lkmqb8fr8Mw5BhGMGfAYRfVAVEy5Ytk2mauu2229StWze9/vrrmjx5sp588kk1a9as3PVLly7VSy+9pNtvv13du3fXjh07NGPGDDkcDt10000ReAUAAABA5UzTVEFBQfCYkRKIZRVtZ+/1erV8+fJgCFR61FBubi6BKRBBURUQLViwQIMGDdLAgQMlSbfddpu++OILLVmyRF6vt9z13333nXr06KH+/ftLklq3bq3zzz9f69atC2fZAAAAQJWUXnvI4/FEsBKg/uXk5IQce73ecqEoo4aA6BE1AVFhYaE2btwYEgQlJCSoV69eWrt2bYX36dGjhz788EOtX79eXbt21Q8//KAvv/xSF1xwQaXPU1BQEPKvNg6HQy6XK/gzKlfy++H3ZB/0zH7omf3QM3uhX/YTSz274447gmsPORwOLVq0KMIV1Y9Y6lk8qK9+maaphIQEFRUVSToaDs2YMaPcdTfddBOzP6qJz5j92KVnURMQ7d+/X8XFxXK73SHn3W63tm/fXuF9+vfvr/379+uPf/yjJKmoqEiXXHKJrr766kqfZ+7cuZozZ07wuHPnzsrOzlarVq1q/yLiRJs2bSJdAqqJntkPPbMfemYv9Mt+7N6zmTNnhky1GTVqlNq2bRu5gsLA7j2LN3XZr5kzZ+qhhx4KhkOJiYm67LLLqvSenzlzpqZOnap+/fpp2bJlevDBBzVmzJg6qy2W8Bmzn2jvmcOyLCvSRUjS3r17NWbMGE2aNEndu3cPnv/Xv/6lr7/+WlOmTCl3nzVr1ujJJ5/UqFGj1K1bN+3cuVPPPvusBg0apOHDh1f4PJWNINq9e7cKCwvr/oXFEIfDoTZt2mjnzp2KkrcNjoOe2Q89sx96Zi/0y35ipWennHJKcPSQy+XShg0bIlxR/YmVnsWLuu7X5ZdfrpUrV5Y7n5KSok8//fS49+/bt6/y8vKUmJiooqKiKt8vnvAZs59I9iwpKanKA2KiZgRRcnKyEhISFAgEQs4HAoFyo4pKzJo1SxdeeKEGDRokSerQoYMOHTqkp59+WldffbUSEhLK3cfpdMrpdFb4eHy4qsayLH5XNkPP7Iee2Q89sxf6ZT927lnZbe0zMjJs+1qqw849i0d10a+0tLRy4ZDb7VbTpk1lGEaVHr9kTaI+ffoEF7PmfVQxPmP2E+09i5qAKCkpSV26dNHq1avVt29fSVJxcbFWr16twYMHV3ifw4cPl5vDV1EoBAAAAESCaZoaO3Zs8NjlcrFLE2KSYRjlwiGXy6X09PRqved9Ph+fESBCoipNGTJkiN555x299957ysvL0zPPPKPDhw9rwIABkqTp06frpZdeCl5/zjnn6K233tJHH32kXbt2adWqVZo1a5bOOeccgiIAAABEXHZ2dshxRkZGhCoB6o9pmuW2s5ekli1bHjPsMU1TqampMk2zHqsDUFVRM4JIkvr166f9+/dr9uzZCgQC6tSpk8aNGxecYrZnz56QEUPXXHONHA6H/v3vf2vv3r1KTk7WOeeco+uuuy5CrwAAAAComNfrZWQEYk7ZUXJOp1NNmjSRpONuXe/3+5WXlye/389nA4gCURUQSdLgwYMrnVI2ceLEkOPExESNGDFCI0aMCENlAAAAQNUZhhFcX9Pr9crv90e2IKAelH1fZ2ZmVjnsKVlvqKIgyTTN4Ai86k5TA1AzzMMCAAAA6ljZKTfLly+PXDFAPTEMQ3l5ecHj0mtsVWX6mM/nU25uboXhj9/vVyAQUCAQIFwFwoSACAAAAKhjZdceOt5UG8BuDMMICUETExND1tgqmT42fvz4Gq0xZBiG3G633G43nx8gTAiIAAAAgDpUemqZxNpDiE05OTkhx5MmTQp5nxuGocTERBUVFdVoBJDP59OaNWu0Zs0aPj9AmETdGkQAAACAnc2fPz/4s9vtZnoMYo5hGCoqKpJ0dFHqitYdKjmubI0hANGHgAgAAACoI6ZpyrKs4HF6enoEqwHqXtn1tU466aRKR/j4fD5G/wA2QkAEAAAA1JHMzMzgz263my/HiCll1x0qOQcgNrAGEQAAAFAHDMNQfn5+8JjRQ4glZUcOSVJWVladhaBV2fUMQP0iIAIAAABqqeyXZxamRiwxTVNjx44NOVfXI+RKdj1jzS4gcgiIAAAAgFoqPbXM5XLxJRcxpfT7WzoaDtX1CDnDMJSSksKUNSCCWIMIAAAAqAXTNEOmlmVkZESwGqBulZ066fV66yUAZUFrIPIIiAAAAIBaKDt6iC+5iBVpaWlauXJl8Njj8TA6DohhTDEDAAAAaqjs6ApGDyFWlA2HJOnHH38sdx2LSwOxg4AIAAAAqKH58+cHf2ZhasQK0zRDwqH27dtXuj4Qi0sDsYMpZgAAAEANmKYpy7IksTA1YodhGCE78jmdTn366afHvN7v97O4NBADGEEEAAAA1EDptYeYWoZYUDYckqQrrrjimFPIfD6fcnNzGT0HxAACIgAAAKAGSq89xJdj2J1pmuXCIa/Xq+XLlwenkLHeEBDbCIgAAACAair9BdnlckWwEqD2Zs6cqQcffDDk3LZt24JTx0rWH6rr9YYInIDoQkAEAAAAVBPTyxArTNPUHXfcEXLO5XIFQ5vSU8hKh0V1gQWugehCQAQAAABUg2mawellDoeD6WWwLdM0NXbs2OBi69LRcCg/P7/C0Kau1xuq68AJQO2wixkAAABQRSVfqEsMGzYsgtUANWeapsaNGxcSDnm9XqWmpoZtVzKfz0fACkQRAiIAAACgikpPLXM4HEyNgS1VtFuZ1+sNvp8JbYD4xBQzAAAAoApKTy2TGD0Ee6potzJJeu+998JeC4DoQkAEAAAAVEHp0UMul4vRQ7CdkmllAFARAiIAAADgOMqOHmLnMthRdnZ2yJpDbrdbXq9XHTt2LLfN/fGwRT0Qe1iDCAAAADiO7Ozs4M9er5c1WmBLhw8fDv7sdru1Zs0aORwOtW3bVjt27AgJj46n9Bb1fB6A2MAIIgAAAOAYTNPUvn37JB39Us3UMthNyWifEg6HQ+np6bV6TLaoB2IPI4gAAACAY8jIyAiOrKjtl2ogEkpG+7jdbrVs2VKGYdR61A9b1AOxhxFEAAAAQCUMw1BBQUHwmC/EsKOS0T7p6enKzc3lfQygQgREAAAAQCXmz58f/Nnj8USwEqB6Si8i7fP5CIYAHBcBEQAAAFABwzCCU8tcLpcWLlwY4YqAqjEMQ2PHjg0uIl2idGjELmQAyiIgAgAAACowb9684M9saw87ycnJCf5cehHp0juPlfw8ffr0SJQIIAoREAEAAABllN2Ziak5sIOSUUFnnHGGEhMT5fV6Q967pXceK/n5zjvvjGDFAKIJu5gBAAAApZimGTJ6yOv1RqwWoKpM09S4ceNkWZYOHDigLVu2lLum7M5jPp9PDocjnGUCiGKMIAIAAABKyczMDP7scrlC1nABolV2dnZwzSy7YT0kIDoQEAEAAAD/Y5qm8vPzg8esPYRoZ5qmevbsqUAgIElyOBxKT0+PbFHVVHptJACRQ0AEAAAA/E/p0UNl128BopHf7w+GQ4mJiZoyZYrt3rel10YCEDmsQQQAAADo6JfUktFDDoeD0QyIaqZpKjs7W4cPH5bL5VLDhg2Vnp5uu3BIKr82EoDIqFFAtHnzZuXl5al///7BcytWrNDcuXNVUFCg/v37Ky0trc6KBAAAAOpT2YWphw0bFrligOMovSC1JKWkpCg3NzfCVQGwuxpNMfvXv/6lZcuWBY937dqlxx9/XLt27ZIkPf/883r77bfrpkIAAACgnrEwNewkMzMzGA45HA7bTM1iMWogutUoIPr+++916qmnBo/ff/99JSQkKDs7W1OmTNG5556rt956q86KBAAAAOpL6allEgtTI7qVXUjdTmsOsRg1EN1qFBD9/PPPOuGEE4LHX375pc4880wlJydLks4880zt3LmzbioEAAAA6lHpqWUsTI1olpaWprFjxwaP7fZ+ZTFqILrVKCByu93atm2bJOmnn37Sxo0bdeaZZwZvP3TokBwOR91UCAAAANQD0zTVqVOnkHOMbEC0SktL08qVK4PHWVlZtnu/+nw+5ebm2irUAuJJjRap/tWvfqVFixbpyJEjWr9+vZxOp/r27Ru8/fvvv9dJJ51UZ0UCAAAAdS07O1sFBQXBY6/XG7ligGMwDCMkHPJ4PHETspimKb/fL8Mw4uY1A5FSoxFEo0aNUmpqqj788EPt27dPd9xxh9xut6Sj088++eSTkBFFAAAAQDQxTVOBQCB47PF4bDcaA/HBMIyQaZAej0cLFy6MXEFhxrpFQPjUaARRo0aNdPfdd1d628yZM9WgQYNaFQYAAADUl9K7lrnd7rj6wg37KBsOeb3euAtKDMMIjiACUL9qFBCV9fPPP6tRo0ZKSEhQQkKCGjduXBcPCwAAANS5sruWpaenR7AaoHI5OTnBn+MxHJKOrlvE1DIgPGo0xUySNmzYoMmTJ+uGG27QLbfcoq+//lqStH//fj366KNas2ZNnRUJAAAA1AXTNENGZLhcLr58IuqU7PZlWZYcDkfMh0OmaSo1NVWmaUa6FCCu1Sgg+u6775SRkaGdO3fqggsukGVZwduSk5P1888/66233qqzIgEAAIC6UHpqmSRlZGREqBKgYiXTyizLUnFxsdq3bx/T4ZDEOkNAtKhRQPTyyy+rffv2euKJJ3TdddeVu71nz55av359rYsDAAAA6kpaWlrI1LKsrCxGDyFqmKapTp06lRvhFg9r75SMmIqH1wpEsxqtQbRhwwZdd911cjqdOnToULnbW7RoEbIrBAAAABBJpmmGbBPu9XoJhxA1TNPU2LFjQ865XK64+Ud31hkCokONRhAlJiaGTCsra+/evWrUqFGNiwIAAADqStkv306nk6ksiCpl349Op5PpjwDCrkYBUbdu3fTJJ59UeNuhQ4f03nvv6fTTT69VYQAAAEBdKPvlu+w6RECkGYYhp9MpSfJ4PNq8eTMjagCEXY0CopEjR2rjxo3KysrSl19+KUnavHmz3nnnHT344IPav3+/rrnmmjotFAAAAKgJwzDkcrmCu0HxxRvRxufzafPmzdq2bZsWLlwY6XIAxKkajyAaO3asdu7cGfwXmRdeeEFPP/20iouLNXbsWHXs2LFOCwUAAABqwufzaf369eyShKjFNu8AokGNFqmWpDPOOEN//vOftXnzZu3YsUOWZemkk05Sly5d5HA46rJGAAAAAIhJJdvaS0enQzLCDUCk1DggKtGpUyd16tSpDkoBAAAAgPiRlpYWsrse27wDiKQqBURff/11jR6chaoBAAAAoGKlwyHWxwIQaVUKiB5++OEaPfisWbNqdD8AAAAAiFWGYSgnJ0dut1uBQEAej4f1sQBEXJUCogkTJtR3HQAAAAAQ80qvOfTf//5X27Zti2xBAPA/VQqImCoGAAAAALVTds2hoUOHRrAaAAhVo23uAQAAAABVZ5pmSDjkcrmYVgYgqlRpBNGMGTPkcDj0u9/9TgkJCZoxY8Zx7+NwOHT77bfXukAAAAAAsLOyI4ecTqcyMjIiWBEAlFelgGjNmjVyOBwqLi5WQkKC1qxZc9z7OByOWhcHAAAAVIVpmvL7/TIMg52gEFUMwwgJh7KysniPAohKVQqIyg59ZCgkAAAAoonf71deXp78fj9fvhE1TNMMLkgtHR05xPsTQLSq0hpE6enpWrFiRfD4/fff165du+qrJgAAAKBKTNNUamqq+vTpo5SUFBmGEemSAElH35vjxo0LOZeZmRmhagDg+Ko0guj777/X/v37g8czZszQXXfdpdatW9dbYQAAAMCxlHwBtyxLBw4cqNIyCEA4lN7KXjq6/MaUKVMYPQQgqlVpBFGrVq301Vdfqbi4uL7rAQAAAKrE7/fLsqxIlwGEIBwCYFdVGkF0ySWX6MUXX9TSpUvVoEEDSdLMmTP197///Zj3e/7552tfIQAAAFABwzCUnZ0t6eiSCECklV1zSBLhEADbqFJAdOWVV6pjx45as2aNAoGA3n//fZ1yyik66aST6rs+AAAAoEI+n48v3ogapmlq7NixIefYsQyAnVQpIJIkj8cjj8cj6egi1Zdccon69+9fb4UBAAAAZRmGoZycHA0dOpSddRE1yk4rkwiHoo1pmvL7/TIMg74AlajSGkRlzZo1i3AIAAAAYVUyfaeoqEg5OTmRLgeQVPG0Mq/XSwgRZfx+v/Ly8giWgWOoUUAEAAAAhNMdd9wRMn1n6NChEawG+EXZreuzsrIIIaKQYRhKSUmRYRiRLgWIWlWeYgYAAABEwujRo0NGaDB1B9EiLS1N+fn5wWNGDkUv1iwDjo8RRAAAAIhapmnq5ZdfDh7zBRzRwjAMrVy5Mnjs9XoZOQTA1giIAAAAELWmT58e/Jkv4IgWZRel9ng8vDcB2B4BEQAAAKKKaZpKTU2VaZq688471bFjR02dOpUv4IgKZcMhl8ulhQsXRq4gAKgjtVqD6MCBA1q1apV2794tSWrVqpV69eqlE044ocaPuXjxYuXk5CgQCKhjx4665ZZb1LVr10qvP3jwoF5++WV9+umnOnDggFq1aqWbbrpJvXv3rnENAAAAiAzTNIOLUWdkZOj7779Xenq6duzYIcuyIlwd4l1aWlrItDLp6PsUAGJBjQOi2bNna/78+SosLAx9wKQkXXnllbr22mur/ZjLli2TaZq67bbb1K1bN73++uuaPHmynnzySTVr1qzc9YWFhZo0aZKSk5N17733qkWLFtqzZ48aN25c05cFAACACCq9I1RBQUEEKwFClV1zyOVyKSMjgzWxAMSMGgVEc+bM0X/+8x+dffbZGjx4sNq1aydJ2r59uxYvXqxXX31ViYmJGj58eLUed8GCBRo0aJAGDhwoSbrtttv0xRdfaMmSJfJ6veWuf/fdd3XgwAE98sgjSko6+lJat25dk5cEAACAKHDo0KHgzx6PJ4KVAL8wTTNkWpnT6dT69esjVxAA1IMaBURvvfWWzjnnHD3wwAMh51u3bq2zzjpLU6dO1VtvvVWtgKiwsFAbN24MCYISEhLUq1cvrV27tsL7fP755+rWrZv+8Y9/aPny5UpOTtb5558vr9erhISKl1cqKCgI+dcoh8Mhl8sV/BmVK/n98HuyD3pmP/TMfuiZvdCv6Dds2DDl5ORo6NChmjFjBj2zoVjsWdlpZI888kjMvL5Y7Feso2f2Y5ee1Sgg+vnnn3XWWWdVenvv3r319ddfV+sx9+/fr+LiYrnd7pDzbrdb27dvr/A+P/zwg3bv3q3+/ftr7Nix2rlzp5555hkVFRVpxIgRFd5n7ty5mjNnTvC4c+fOys7OVqtWrapVbzxr06ZNpEtANdEz+6Fn9kPP7IV+RZ/Ro0dr9uzZGjlyZLklDCR6Zkex0LOZM2fq7rvvDvkH5r/+9a8aM2ZMBKuqH7HQr3hDz+wn2ntWo4Do1FNP1bp163TppZdWePu6devUo0ePWhVWFZZlKTk5Wb/73e+UkJCgLl26aO/evXrttdcqDYiuuuoqDRkyJHhckuDt3r27wr+M4BcOh0Nt2rTRzp07WSTSJuiZ/dAz+6Fn9kK/opNpmnr55ZclHV3nctq0acHb6Jn9xFLPJk+eHBIOeTweDRs2TDt27IhgVXUrlvoVL+iZ/USyZ0lJSVUeEFOjgOi2227T5MmT9dxzz2nw4MHBdX927dqlxYsXa926dRo3bly1HjM5OVkJCQkKBAIh5wOBQLlRRSXcbreSkpJCppO1b99egUBAhYWFwXWJSnM6nXI6nRU+Hh+uqrEsi9+VzdAz+6Fn9kPP7IV+RZfp06cHfx46dGiFvaFn9hMLPTMMQxkZGSooKJDH49HChQtt/5oqEwv9ijf0zH6ivWdVCoh8Pl+5uXJFRUVatGiRFi1aFAxoiouLJR0NYe6//349//zzVS8kKUldunTR6tWr1bdv3+DjrV69WoMHD67wPj169NBHH32k4uLiYA07duxQ8+bNKwyHAAAAEF1M09SBAwfkdruVnp7OjlCIKj6fj/ckgLhRpRQlNTU1LIspDRkyRH6/X126dFHXrl21cOFCHT58WAMGDJB09F+XWrRoodGjR0uSLr30Ur3xxhvBkUw7d+7U3Llzdfnll9d7rQAAAKg9v9+vQCCglJQUvogDABBBVQqIDMOo7zokSf369dP+/fs1e/ZsBQIBderUSePGjQtOMduzZ09IUHXiiSfqoYce0vPPP6/7779fLVq00OWXXx6yExoAAACil2EY8vv9Yfv7JgAAqJjDiuYJcGG0e/fukAXoUJ7D4VDbtm21Y8eOqJ43iV/QM/uhZ/ZDz+yFftkPPbMfemYv9Mt+6Jn9RLJnTqezfheplo6uD7RixQrt2rVLBw4cqPCa4cOH1/ThAQAAAAAAECY1Cog2bNigadOm6ccffzzmdQREAAAAAAAA0a9GAdEzzzyjI0eO6P7779dpp52mJk2a1HVdAAAAAAAACJMaBURbtmzRqFGj1KdPn7quBwAAAAAAAGGWUJM7tWjRgsWwAAAAUCWmaSo1NVWmaUa6FAAAUIkaBUTDhg3TO++8o59//rmu6wEAAECM8fv9ysvLk9/vj3QpAACgEjWaYnbo0CE1atRId999t/r166cTTzxRCQnls6YhQ4bUukAAAADYm2EY8vv9Mgwj0qUAAIBK1CggeuGFF4I/v/HGG5VeR0AEAAAAn88nn88X6TIAAMAx1Cggmj59el3XAQAAgBhhmmZwxBDBEAAA9lCjgKhVq1Z1XQcAAABiRHZ2tgKBgLKzswmIAACwiRotUj1lyhQtXbpUR44cqet6AAAAAAAAEGY1GkH0ww8/6KmnnlKjRo30q1/9ShdeeKF69eolh8NR1/UBAADAZtLT01mUGgAAm6lRQPTnP/9Z69ev14cffqiPP/5YH374odxut/r3768LLrhAnTp1quMyAQAAEM3KrjvE1DIAAOylRgGRJHXt2lVdu3bVTTfdpFWrVunDDz/U22+/rQULFiglJUUXXnih+vfvr5YtW9ZlvQAAAIhCfr9feXl58vv9hEMAANhQjQOiEgkJCTrrrLN01lln6eDBg3r66af1ySef6KWXXtLLL7+snj176oorrlDv3r3rol4AAABEIcMwmFYGAICN1TogkqRvv/1WH3zwgXJzc3XgwAGdfPLJuvDCC5WUlKQlS5YoOztbV199ta699tq6eDoAAABEGaaVAQBgbzUOiPLy8vTBBx/oo48+0p49e9SsWTNddNFFuvDCC0PWIEpLS9Pf/vY3vfHGGwREAAAAMaTsukMAAMC+ahQQ3X///dqyZYucTqf69OmjW2+9VR6PRwkJCRVe37NnT7377ru1KhQAAADRwzRNjRs3TpZlKTs7m4AIAACbq1FA1KRJE/3ud7/Tueeeq8aNGx/3+l/96leaPn16TZ4KAAAAUcY0TY0fP16WZUW6FAAAUEdqFBBNnDixWtc3bNhQrVq1qslTAQAAIMr4/X4VFRXJ4XCoWbNmSk9Pj3RJAACglmq1SPWWLVv05Zdfavfu3ZKkVq1a6eyzz1aHDh3qpDgAAABEn9I7ljG1DACA2FCjgKigoEBPP/20PvjgA0mSw+GQJFmWpZdeekkXXHCBxowZo6SkOtkkDQAAAFGg9KLUubm5kS4HAADUoRolOC+++KI++OADXXrppbr88st10kknyeFwaOfOnVq4cKHeeustNW3aVDfffHMdlwsAAIBwM01TmZmZys/Pl3R0ihkjhwAAiC0Vbzt2HB9++KEuuOAC/eY3v1G7du2UmJiohIQEtWvXTrfeeqv69++vDz/8sK5rBQAAQARkZGQEwyHp6BQzAAAQW2oUEBUWFqp79+6V3t6jRw8VFRXVuCgAAABEB9M0VVBQEDz2er2MHgIAIAbVaIqZx+PRihUrdOmll1Z4+4oVK3TmmWfWqjAAAABEVlpamlauXBk89ng88vv9EawIAADUlxqNIBo1apR2796txx9/XF999ZV2796t3bt3a9WqVXrssce0e/dujRo1SgcOHAj5DwAAAPZgmmZIOJSVlaWFCxdGsCIAAFCfajSC6A9/+IOko9vcf/bZZ8e8prRZs2bV5OkAAAAQRoZhaN68ecFjj8fDtDIAAGJcjQKia665Jri1PQAAAGKHaZoh4ZDb7WbkEAAAcaBGAdHIkSPrug4AAABEmGmaGjt2bPDY5XIpPT09ghUBAIBwqVFABAAAgNhTegFqh8Oh9evXR7AaAAAQTlUKiObMmSNJuvrqq5WQkBA8Pp7hw4fXvDIAAACEhWmays7O1uHDh+V0OlVYWKhhw4ZFuiwAABBGVQqIXnnlFUmS1+tVQkJC8Ph4CIgAAACiW9lpZSkpKcrNzY1gRQAAIBKqFBCV3X2M3cgAAADsr+xuZSXnAABA/EmIdAEAAAAIv4rCIa/Xy3b2AADEKRapBgAAiDMVhUNZWVmEQwAAxDFGEAEAAMQRwiEAAFARAiIAAIA4wbQyAABQGaaYAQAAxAFGDgEAgGOp0giihQsXavv27fVdCwAAAOoB4RAAADieKgVEzz//vDZu3Bg8vvbaa7V06dJ6KwoAAAB1wzRNppUBAIDjqtIUs6ZNmyoQCNRzKQAAAKhLjBwCAABVVaWA6PTTT9crr7yizZs3q3HjxpKk999/X2vXrq30Pg6HQ//3f/9XN1UCAACgWtLS0rRy5cqQc4wcAgAAlalSQHTrrbfqueee06pVq7Rv3z5J0qpVq7Rq1apj3o+ACAAAIPxM06wwHPL7/RGqCAAARLsqBUTNmjXT73//++Dxtddeq7vuukv9+/evt8IAAABQfUwrAwAANVGlRarLuv3229W9e/e6rgUAAAC1QDgEAABqqkojiMoaMGBA8Oe8vDzt3r1bktSqVSulpKTUSWEAAACoHnYrAwAANVWjgEiSPvvsM5mmqV27doWcb926tW666Sb16dOn1sUBAACgatLS0kKOGTkEAACqo0YB0RdffKFp06apVatWuu6664KjhvLy8vTOO+/o8ccf14MPPqizzjqrLmsFAABABQzDCFmUmpFDAACgumoUEP3nP/9Rx44d9fDDD6tRo0bB83369NHgwYOVkZGhV155hYAIAACgnpVdd8jj8bBbGQAAqLYaLVK9ZcsWXXTRRSHhUIlGjRppwIAB2rJlS62LAwAAQOVM0wwJh1wulxYuXBi5ggAAgG3VKCByOp06cOBApbcfOHBATqezxkUBAADg2EzT1NixY0POZWRkRKgaAABgdzUKiM444wwtXLhQa9euLXfbunXrtGjRIvXq1avWxQEAAKC8isIhFqUGAAC1UaM1iG644QY99NBD+uMf/6iuXbuqXbt2kqTt27dr/fr1atasma6//vo6LRQAAABHZWZmhhyzKDUAAKitGgVErVu31uOPP665c+dqxYoVWrZsmSSpVatWSktLk9frVbNmzeq0UAAAABzdzj4/Pz947PV6WZQaAADUWo0CIklq1qyZbr755josBQAAAMdSdjt7l8tFOAQAAOpEjdYgAgAAQHiV3c7e6XSyKDUAAKgzNR5BBAAAgPAoGw65XC6tX78+cgUBAICYwwgiAACAKJeTkxNyzMghAABQ1wiIAAAAopRpmurUqZOKiookHR05xHb2AACgPjDFDAAAIAqZpqmxY8eGnMvIyCAcAgAA9YIRRAAAAFGmonBIEjuWAQCAelOjgOjQoUOaMWOGtm3bVtf1AAAAxL2yaww5nU653W4ZhhGhigAAQKyrUUBUUFCg999/Xz/99JMk6eeff9bDDz+sTZs21WlxAAAA8SYtLU0FBQXBY6/Xq82bN2vNmjVMLwMAAPWmymsQGYah7t27q1u3bmrTpk3IbUVFRfr666918ODBOi8QAAAgXqSlpWnlypXBY4/Hw7QyAAAQFlUOiC6//HKtW7dOOTk52rt3ryTppZde0jnnnKOOHTvWW4EAAADxoKJwaOHChRGsCAAAxJMqB0RDhgwJ/rx161bdd999OuGEE7Rs2TLNnj1bkvTiiy+qV69e6tGjh7p3764TTjih7isGAACIMYZhEA4BAICIqnJAtGPHDrVt21aS5Ha7JUlDhw7VGWecoe3bt+sPf/iDmjdvrjVr1uj1119XYWGhZs2aVS9FAwAAxArDMDRv3rzgsdPpJBwCAABhV+WA6J577lHTpk3VtWtXnXzyyZKk4uJiSQqOFEpLS9MZZ5yhI0eOsGA1AADAcZSdViZJmZmZEaoGAADEsyoHRI8++qjWrVun9evXa8WKFZKkqVOn6pRTTlG3bt0k/RIYNWjQQD169Kj7agEAAGJE2WllkpSVlcVOZQAAICKqHBB17NhRHTt21K9//Wvt379ft912m7xerw4dOqSvvvpK0tG/1HTo0EHdu3dXjx491L9//3orHAAAwK7KTiuTCIcAAEBkVTkgKs3hcEiSTj/9dJ1xxhnBwGj48OEqKirSd999pw8++ICACAAAoAKEQwAAINrUKCBKSEjQiSeeqAYNGkj6JTDq0aOHzjjjDEm/TDcDAADAUaZpKiMjI+Qc4RAAAIgGNQqImjRpIr/fHzxOTEzU6aefriZNmgTPJSQk1L46AACAGGGapsaOHRtyzuv1Eg4BAICoUKOAqKzGjRtrwoQJdfFQAAAAMansyCGPxxPyD24AAACRxDAfAACAemYYhgoKCoLHXq9XCxcujGBFAAAAoQiIAAAA6llOTk7wZ0YOAQCAaBSVAdHixYtlGIauv/56jRs3TuvXr6/S/T766CONHDlSjz76aD1XCAAAcHyGYahDhw464YQTJB0Nhxg5BAAAolHUBUTLli2TaZoaPny4srOz1bFjR02ePFn79u075v127dqlF154QaeddlqYKgUAAKhcWlqa5s2bp6KiIgUCAUnSjz/+GNmiAAAAKhF1AdGCBQs0aNAgDRw4UCkpKbrtttvUoEEDLVmypNL7FBcX66mnntLIkSPVunXrMFYLAABQXlpamlauXBk89ng8SklJkWEYEawKAACgcnWyi1ldKSws1MaNG+X1eoPnEhIS1KtXL61du7bS+82ZM0fJycm6+OKL9c033xzzOQoKCkIWiXQ4HHK5XMGfUbmS3w+/J/ugZ/ZDz+yHntlLOPp1+eWXlwuHFi1aVG/PF+v4jNkPPbMX+mU/9Mx+7NKzqAqI9u/fr+LiYrnd7pDzbrdb27dvr/A+3377rd59990qrzs0d+5czZkzJ3jcuXNnZWdnq1WrVjWuO960adMm0iWgmuiZ/dAz+6Fn9lJf/frVr34VEg516NBBgUBA8+fP15gxY+rlOeMFnzH7oWf2Qr/sh57ZT7T3LKoCourKz8/XU089pd/97ndKTk6u0n2uuuoqDRkyJHhckuDt3r1bhYWF9VJnrHA4HGrTpo127twpy7IiXQ6qgJ7ZDz2zH3pmL/XZrzvuuEPLly8PHjudThUXFysvL0+TJ0/WsGHD6vT54gWfMfuhZ/ZCv+yHntlPJHuWlJRU5QExURUQJScnKyEhIbiQY4lAIFBuVJEk/fDDD9q9e7eys7OD50p+2aNGjdKTTz5ZLqFzOp1yOp0VPj8frqqxLIvflc3QM/uhZ/ZDz+ylrvtlGIbmzZsXPHY6ncrMzJQk+f1+GYbB+6OW+IzZDz2zF/plP/TMfqK9Z1EVECUlJalLly5avXq1+vbtK+noAtSrV6/W4MGDy13frl07Pf744yHn/v3vf+vQoUO6+eabdeKJJ4albgAAEL8qCoc2b94cPPb5fOEvCgAAoJqiKiCSpCFDhsjv96tLly7q2rWrFi5cqMOHD2vAgAGSpOnTp6tFixYaPXq0GjRooA4dOoTcv0mTJpJU7jwAAEBdK7tbmfTL30UAAADsJOoCon79+mn//v2aPXu2AoGAOnXqpHHjxgWnmO3ZsyfqV/4GAACxzzTNcuGQ2+1Wenp6hCoCAACouagLiCRp8ODBFU4pk6SJEyce876GYdRDRQAAAL+oaORQVlYW08kAAIBtJUS6AAAAADsxDINwCAAAxJyoHEEEAAAQjSoaOeT1egmHAACA7REQAQAAVEFF4dC2bdsiVA0AAEDdIiACAAA4jr59+5YLg7xeb2SKAQAAqAesQQQAAFAJ0zTVqVOnkHDI4/Fo27Zt8vv9EawMAACgbjGCCAAAoAKGYWjevHkh59q3b6+FCxdGpiAAAIB6xAgiAACAMkzTLBcOeTweffrpp5EpCAAAoJ4REAEAAJRimqbGjRsXcs7r9TJyCAAAxDQCIgAAgP8xTVPjx4+XZVnBc16vl/WGAABAzGMNIgAAgP/Jzs5WUVGRJMntdis9PV0+ny/CVQEAANQ/AiIAAIAy3G631qxZE+kyAAAAwoYpZgAAAP+Tnp6ulJQUpaenR7oUAACAsCIgAgAAcck0TaWmpso0zeA5n8+n3NxcppUBAIC4Q0AEAADikt/vV15eHgtQAwAAiIAIAADEKcMwlJKSIsMwIl0KAABAxLFINQAAiEs+n4+pZAAAAP/DCCIAAAAAAIA4R0AEAAAAAAAQ5wiIAAAAAAAA4hwBEQAAiDkVbWEPAACAyhEQAQCAmMMW9gAAANVDQAQAAGIOW9gDAABUD9vcAwCAmMMW9gAAANXDCCIAAAAAAIA4R0AEAAAAAAAQ5wiIAAAAAAAA4hwBEQAAAAAAQJwjIAIAAAAAAIhzBEQAAAAAAABxjoAIAAAAAAAgzhEQAQCAqGeaplJTU2WaZqRLAQAAiEkERAAAIOr5/X7l5eXJ7/dHuhQAAICYREAEAACinmEYSklJkWEYkS4FAAAgJiVFugAAAIDj8fl88vl8kS4DAAAgZjGCCAAAAAAAIM4REAEAAAAAAMQ5AiIAABA12K0MAAAgMgiIAABA1GC3MgAAgMggIAIAAFGD3coAAAAig13MAABA1GC3MgAAgMhgBBEAAAAAAECcIyACAAAAAACIcwREAAAAAAAAcY6ACAAAhA3b2AMAAEQnAiIAABA2bGMPAAAQnQiIAABAvSo9aoht7AEAAKIT29wDAIB6Y5qmxo8fr6KiIvn9fuXm5rKNPQAAQBRiBBEAAKg3fr9fRUVFSkxMZNQQAABAFCMgAgAA9aZkStmkSZMYOQQAABDFCIgAAECdKr3mkM/nY1oZAACADRAQAQCAOlOy5hA7lQEAANgLAREAAKgzrDkEAABgTwREAACgzrDmEAAAgD2xzT0AAKgzPp+PYAgAAMCGGEEEAACqrfRC1AAAALA/AiIAAFBtfr+fhagBAABiCAERAACotpK1hliIGgAAIDYQEAEAgGOqaDqZz+dTbm4u6w0BAADECAIiAABwTEwnAwAAiH0ERAAA4JiYTgYAABD72OYeAAAcE1vXAwAAxD5GEAEAAAAAAMQ5AiIAAAAAAIA4R0AEAAAq3KkMAAAA8YOACAAAsFMZAABAnCMgAgAgTpUeNcROZQAAAPGNXcwAAIhTpUcN5ebmslMZAABAHGMEEQAAcaLsOkOMGgIAAEAJAiIAAOJE2XWGfD4fI4cAAAAgiYAIAIC4wYghAAAAVIaACACAGGUYhjp06BAMhBgxBAAAgMoQEAEAEKNycnJUVFSknJycSJcCAACAKEdABABADCk9amjo0KFKTEzU0KFDI10WAAAAohzb3AMAEENKjxrasmVLcEFqAAAA4FgYQQQAQAxh1BAAAABqgoAIAAAbM01TqampMk1T0tGt7Bk5BAAAgOqKyilmixcvVk5OjgKBgDp27KhbbrlFXbt2rfDat99+Wx988IG2bt0qSerSpYuuu+66Sq8HACCW+P1+5eXlye/3szsZAAAAaizqRhAtW7ZMpmlq+PDhys7OVseOHTV58mTt27evwuu//vprnX/++ZowYYImTZqkli1batKkSdq7d2+YKwcAIPwMw1BKSkpwK3sAAACgJqIuIFqwYIEGDRqkgQMHKiUlRbfddpsaNGigJUuWVHj93Xffrcsuu0ydOnVS+/btNWbMGFmWpa+++irMlQMAUL9M01TPnj3Vs2fP4JQyn8+n3NxcRg8BAACgVqJqillhYaE2btwor9cbPJeQkKBevXpp7dq1VXqMw4cPq7CwUE2bNq3w9oKCAhUUFASPHQ6HXC5X8GdUruT3w+/JPuiZ/dAz+wlXz0zT1Pjx41VUVCTp6NSym266qV6fMxbxGbMfemY/9Mxe6Jf90DP7sUvPoiog2r9/v4qLi+V2u0POu91ubd++vUqP8eKLL6pFixbq1atXhbfPnTtXc+bMCR537txZ2dnZatWqVY3rjjdt2rSJdAmoJnpmP/TMfuqzZzNnztRDDz2koqIiORwONW/eXA899JDatm1bb88Z6/iM2Q89sx96Zi/0y37omf1Ee8+iKiCqrXnz5umjjz7SxIkT1aBBgwqvueqqqzRkyJDgcUmCt3v3bhUWFoalTrtyOBxq06aNdu7cKcuyIl0OqoCe2Q89s59w9Gzy5MkqKipSYmKiJk+eHJxOtmPHjnp5vljGZ8x+6Jn90DN7oV/2Q8/sJ5I9S0pKqvKAmKgKiJKTk5WQkKBAIBByPhAIlBtVVNZrr72mefPm6Y9//KM6duxY6XVOp1NOp7PC2/hwVY1lWfyubIae2Q89s5+67plpmvL7/TIMQ4ZhBH++8cYbeW/UAT5j9kPP7Iee2Qv9sh96Zj/R3rOoCoiSkpLUpUsXrV69Wn379pUkFRcXa/Xq1Ro8eHCl95s/f75effVVPfTQQzrllFPCVS4AAPWm9Pb1LEINAACA+hZ1u5gNGTJE77zzjt577z3l5eXpmWee0eHDhzVgwABJ0vTp0/XSSy8Fr583b55mzZql22+/Xa1bt1YgEFAgENChQ4ci9AoAAKgZ0zSVmpoq0zTZvh4AAABhFVUjiCSpX79+2r9/v2bPnq1AIKBOnTpp3LhxwSlme/bsCVn5+6233lJhYaGeeOKJkMcZPny4Ro4cGc7SAQCokZLpZAcOHFAgEGDUEAAAAMIu6gIiSRo8eHClU8omTpwYcuz3+8NQEQAA9adkOpnb7WbUEAAAACIi6qaYAQAQDyqaTpaens7IIQAAAEREVI4gAgAg1rEINQAAAKIJI4gAAAgTFqEGAABAtGIEEQAAYcKoIQAAAEQrRhABABAmjBoCAABAtCIgAgCgjpmmqZ49e6pnz54yTTN43ufzMXIIAAAAUYmACACAOub3+xUIBBQIBOT3+yNdDgAAAHBcBEQAANQxwzDkdrvldruZTgYAAABbICACAKCWZs6cqb59+wank/l8Pq1Zs0Zr1qxhOhkAAABsgYAIAIBqKr1dvSRNnTo1uDsZAAAAYEcERAAAVINpmho/fnxIIPTggw+yOxkAAABsLSnSBQAAYBcl4VBRUZESExODgdCYMWM0bNgwWZYV4QoBAACAmmEEEQAAVeT3+4Ph0KRJk1hfCAAAADGDgAgAgEqkpaWpffv2SktLk3R0d7KUlBTCIQAAAMQcppgBAFCGaZry+/3Ky8uTJK1cuVLS0d3JCIYAAAAQiwiIAADQL6FQnz59lJOTo6KiIjmdThUUFMjj8US6PAAAAKBeERABACAFRwzt2LEjuM5QZmYmI4YAAAAQF1iDCAAA/bK+0NChQ1lnCAAAAHGHEUQAgLhTMp3MMIxgCMT6QgAAAIhnjCACAMSdkulkfr8/0qUAAAAAUYGACAAQd0qmkxmGEelSAAAAgKhAQAQAiFmmaSo1NVWmaYac9/l8ys3NZUoZAAAA8D8ERACAmFMSDGVnZzOVDAAAAKgCAiIAQMwpWWNIElPJAAAAgCogIAIA2FbJSCHDMEKmkpWsMZSens5UMgAAAKAK2OYeAGA7pmkqOztb+/btk2VZ2rFjh4qKiuT3+4Pb1RMKAQAA1I++fftq27ZtkiSPx6OFCxdGuCLUBUYQAQBsxTAMjR07VoFAQJZlKTExUUOHDmUqGQAAQJiUhEOStHLlynIbgsCeGEEEAIhqpmkqMzNT+fn5crlcOnToUPA2t9ut9PR0RgsBAACEUfv27UNCopJR3LA3AiIAQNQyTVPjxo2TZVmSFAyJjhw5oqFDh7I7GQAAQAR8+umnko7+Xc3v9zOKO0YwxQwAEDVKFp0uGabs9/uD4ZAkuVwuZWRkaMuWLYRDAAAAEebz+dgQJIYQEAEAIs4wDHXo0EGZmZnKy8sLhj+GYcjtdsvtdisrK0vr16/nLyAAAABAPWCKGQAgIkoPSc7JyVFRUZEOHToUstg0u5EBAAAA4UFABAAIC8MwNG/ePElHp4o1bNhQgUBAfr9fQ4cOVU5ODusKAQAAABFCQAQAqFeGYWj+/Pkhawnl5+erYcOGwdFCPp+PYAgAAACIINYgAgDUudKLTefk5ISEQ9LREUTp6eksaggAAABECQIiAECd8/v9wcWmhw4dKofDIZfLpaysLG3bto3FpgEAAIAoQ0AEAKiVslvTS0enlZVMHysJiwiFAAAAgOhFQAQAqJaygVDp0UIlfD4f08cAAAAAGyEgAgBUSUkwlJ2dHRIIlR4tBAAAAMCe2MUMAFAp0zSVnZ0dPA4EAnK73SGBkM/nY6QQAAAAYHMERACAIMMwNG/evOCxy+VSfn6+JIUEQwRCAAAAQGwhIAKAOFd6lNC+fftCbjt06JDcbrckKT09nWAIAAAAiFEERAAQh0zTlN/vV8uWLbVy5crg+dIjhiRp2LBhIYtPAwAAAIhNBEQAECdKRgodPHhQBQUFkqS8vLzg7W63m1FCAAAAQJwiIAKAGFYyUqhPnz6aP3++LMsKud3j8Wj16tUaOnQoI4UAAACAOEZABAAxxjRNZWZmhkwV27FjR0g45HA4mD4GAAAAIIiACABiSNldyCQpMTFRQ4cO1XvvvSeJxaYBAAAAlEdABAA2ZhiG5s+fr0aNGikjI0M5OTkht7tcLmVkZBAIAQAAADgmAiIAsJGSQCgpKUlNmjTRvn37ZFmW8vPz5ff7NXTo0JDAiGAIAAAAQFUQEAFAFKtoPSFJKigoUCAQkMvl0qFDh9SoUSMZhiGfz8e6QgAAAACqjYAIAKJEResHOZ3O4Jb0Zc83adKE9YQAAAAA1AkCIgCIENM0lZGRoYKCAjmdThUWFpa7pqCgQC6XKziCiDWFAAAAANQHAiIAiBC/3x8cHVQ2CCrh8Xi0cOHCSJQHAAAAII4kRLoAAIhXhmHI6XRKOjplLCMjQ9u3b5dlWdq+fbu2bdtGOAQAAAAgLBhBBAAR4vP5mCoGAAAAICowgggAAAAAACDOERABAAAAAADEOQIiAAAAAACAOEdABAAAAAAAEOdYpBpAzEpLS9PKlStDzrFtPAAAAACUR0AEwNZM01RGRoYKCgqqdH3ZwAgAAAAAQEAEwAYMw9D8+fOVlJSkoqIiFRcXKyEhQZZlybKsaj2Wx+OppyoBAAAAwL4IiABEBdM0lZ2drYMHD6qwsFDDhg2TJM2fPz8YApUeJVRcXHzcx3Q6ncrMzJTP56ufogEAAAAgRhAQAQibitYESkhIUGJiYrkpYjk5OZJUboRQQkJChSOIvF6v/H5/PVYPAAAAALGLgAhAnTNNUw899FCVRvkUFxeHXOd0OlVYWKihQ4dKOjqCyOFwyLIsDRs2jBAIAAAAAOoBARGAGqloNFBNlIwgKplWVjYAIhACAAAAgPpHQASgQtXdHawqmAYGAAAAANGJgAiIQ4ZhaN68efX+PG63W2vWrKn35wEAAAAA1A4BERBjwhX+SFL79u316aefljtvmqb8fr8MwwhLHQAAAACA2iEgAmygqtO9PB6PVq9eXafPXZNpYT6fj63lAQAAAMBGCIiACKurxZ4laeXKlfJ6vVUeQcSaQAAAAAAAiYAIqDPV2dq9vng8Hvn9/mDo43A41LZtW+3YsUOWZUWsLgAAAABAdCMgAlRxuON0OnXFFVfotddei2joU5rH49HChQsjXQYAAAAAIMYQECEm1MfonYKCAuXk5IQlHCL4AQAAAABEEgERokJVF2EOp5qOIGJdHwAAAADxoPQOynwPsj8CIlTZ5ZdfXmeLKUeriv5Q4w85AAAAACgvJycn5Ge+O9lbVAZEixcvVk5OjgKBgDp27KhbbrlFXbt2rfT6jz/+WLNmzdLu3bvVpk0bXX/99erdu3cYK468vn37atu2bZEuI+JIrQEAAAAgPIYOHRocQTR06NDIFoNai7qAaNmyZTJNU7fddpu6deum119/XZMnT9aTTz6pZs2albv+u+++05///GeNHj1avXv31tKlS/XYY48pOztbHTp0iMAriIxYCYcqW4vHNE35/X4ZhiGfzxeBygAAAAAApZXeQRn2F3UB0YIFCzRo0CANHDhQknTbbbfpiy++0JIlS+T1estdv3DhQp111lm68sorJUmjRo3SV199pcWLF+u3v/1tOEuPqPbt24clJGrQoIEyMzN144031uj+hmEoJydHQ4cOrdYfJD6fj2AIAAAAAIB6ElUBUWFhoTZu3BgSBCUkJKhXr15au3ZthfdZu3athgwZEnLO4/Hos88+q/D6goKCkIWQHQ6HXC5X8Ge7quz11iWHw6E2bdpo586dsiyrRo8xY8YMzZgxo44rQ2VK3tN2fm/HG3pmP/TMXuiX/dAz+6Fn9kK/QpmmqenTp+vOO++M2n+gjrae3XHHHcFpZrHK6/XW6ntstPWsMlEVEO3fv1/FxcVyu90h591ut7Zv317hfQKBQLmpZ82aNVMgEKjw+rlz52rOnDnB486dOys7O1utWrWqVe3xpE2bNpEuAdVEz+yHntkPPbMX+mU/9Mx+6Jm90K+j/vrXvyovL09//etflZ6eHulyjilaelZ6oepYlZOTo7lz59b6caKlZ5WJqoAoHK666qqQEUclCd7u3btVWFgYqbJsoS5GECG86Jn90DP7oWf2Qr/sh57ZDz2zF/oV6vbbb9f06dN1++23a8eOHZEup0LR1rPSC1XHqqFDh9bq/RDJniUlJVV5QExUBUTJyclKSEgoN/onEAiUG1VUwu12a9++fSHn9u3bV+n1TqdTTqezwtui4cNlB5Zl8buyGXpmP/TMfuiZvdAv+6Fn9kPP7IV+HXXjjTcG11uN9t9HtPQsXhaqrovfdbT0rDIJkS6gtKSkJHXp0kWrV68OnisuLtbq1avVvXv3Cu/TvXt3ffXVVyHnVq1apW7dutVrrQAAAAAAALEiqgIiSRoyZIjeeecdvffee8rLy9Mzzzyjw4cPa8CAAZKk6dOn66WXXgpen5aWppUrVyonJ0fbtm3T7NmztWHDBg0ePDhCrwAAAAAAAMBeomqKmST169dP+/fv1+zZsxUIBNSpUyeNGzcuOGVsz549ISt/9+jRQ3fffbf+/e9/6+WXX1bbtm11//33q0OHDhF6BQAAAAAAAPYSdQGRJA0ePLjSEUATJ04sd+68887TeeedV89VAQAAAAAAxKaom2IGAAAAAACA8CIgAgAAAAAAiHMERAAAAAAAAHGOgAgAAAAAACDOERABAAAAAADEOQIiAAAAAACAOEdABAAAAAAAEOcIiAAAAAAAAOIcAREAAAAAAECcIyACAAAAAACIcwREAAAAAAAAcY6ACAAAAAAAIM4REAEAAAAAAMQ5AiIAAAAAAIA4R0AEAAAAAAAQ5wiIAAAAAAAA4hwBEQAAAAAAQJxLinQB0SIpiV9FVfG7sh96Zj/0zH7omb3QL/uhZ/ZDz+yFftkPPbOfSPSsOs/psCzLqsdaAAAAAAAAEOWYYoYqy8/PV3p6uvLz8yNdCqqIntkPPbMfemYv9Mt+6Jn90DN7oV/2Q8/sxy49IyBClVmWpU2bNolBZ/ZBz+yHntkPPbMX+mU/9Mx+6Jm90C/7oWf2Y5eeERABAAAAAADEOQIiAAAAAACAOEdAhCpzOp0aPny4nE5npEtBFdEz+6Fn9kPP7IV+2Q89sx96Zi/0y37omf3YpWfsYgYAAAAAABDnGEEEAAAAAAAQ5wiIAAAAAAAA4hwBEQAAAAAAQJwjIAIAAAAAAIhzSZEuAOE1d+5cffrpp9q2bZsaNGig7t2764YbblC7du2C1xw5ckSmaWrZsmUqKCiQx+PRrbfeKrfbHbzmn//8p7777jtt3bpV7du312OPPRbyPLt27dKdd95Z7vknTZqk7t2719vrizXh6pckWZalnJwcvfPOO9q9e7dOOOEEXXbZZbr66qvD8VJjRrh6Nnv2bM2ZM6fc8zds2FAvvPBCvb2+WBTOz9mKFSv0yiuvaOvWrXI6nTrttNPk8/nUunXrcLzUmBHOni1btkxz587Vjh07lJycrMGDB+vKK68Mx8uMGXXRr82bN2vevHn67rvvtH//frVu3VqXXHKJ0tLSQp5rzZo1Mk1TW7duVcuWLXXNNddowIABYXy1sSFcPfvpp59kmqY2btyonTt36vLLL9fNN98c5lcbG8LVs9zcXL355pvavHmzCgsLlZKSohEjRuiss84K8yu2v3D17Ntvv9WLL76obdu26fDhw2rVqpV+/etfa8iQIeF+ybYWzv+Xlfj22281ceJEnXzyyRX+HaU+EBDFma+//lqXXXaZTjnlFBUVFenll1/WpEmT9MQTT6hRo0aSpOeff15ffPGF7r33XjVu3Fj/+Mc/NG3aND3yyCMhjzVw4ECtX79e33//faXP98c//lEnn3xy8Lhp06b188JiVDj79eyzz2rVqlW68cYb1aFDBx04cEAHDhyo99cYa8LVsyuvvFKXXnppyLnMzEydcsop9ffiYlS4erZr1y499thjuuKKK3TXXXfp559/1vPPP69p06YpOzs7LK81VoSrZ19++aWeeuop/d///Z88Ho+2bdumv/3tb2rQoIEGDx4cltcaC+qiXxs3blSzZs101113qWXLlvruu+/09NNPKyEhIdiLXbt2aerUqbrkkkt01113afXq1Zo5c6bcbjdfXqspXD0rKChQcnKyrr76ar3++usRe72xIFw9++abb3TmmWfquuuuU5MmTbRkyRJlZ2drypQp6ty5c8Revx2Fq2cNGzbUZZddpo4dO6phw4b69ttv9fe//12NGjXSr3/964i9frsJV79KHDx4UH6/X7169VIgEAjfC7UQ1/bt22eNGDHCWrNmjWVZlnXw4EFr1KhR1scffxy8Ji8vzxoxYoT13Xfflbv/rFmzrPvuu6/c+R9++MEaMWKEtWnTpnqrPR7VV7+2bt1qjRo1ytq2bVv9FR+n6qtnZW3atMkaMWKE9fXXX9dd8XGqvnr28ccfW6NGjbKKioqC5z777DNr5MiRVkFBQT28kvhRXz178sknrWnTpoWcW7hwoTVmzBiruLi4jl9F/Khtv0r8/e9/tyZOnBg8fuGFF6x777035Jo//elP1qRJk+r4FcSf+upZaRMmTLCeffbZOq07noWjZyX+8Ic/WK+88krdFB7Hwtmzxx57zPrLX/5SN4XHqfru15/+9Cfr5ZdfrvJ3gbrCGkRx7ueff5b0y8iejRs3qqioSL169Qpe0759e5144olau3ZttR8/Oztbt956q/74xz9q+fLldVN0HKuvfn3++edq3bq1Pv/8cxmGIcMwNHPmTEYQ1YH6/oyVePfdd9W2bVuddtpptSsY9dazLl26yOFw6L333lNxcbF+/vlnffDBB+rVq5eSkhjQWxv11bOCggI5nc6Qcw0aNNCPP/6o3bt310Hl8amu+vXzzz+HjExet25dyGNIksfjqdWfrTiqvnqG+hOunhUXFys/P5++1oFw9WzTpk367rvvdPrpp9dR5fGpPvu1ZMkS/fDDDxoxYkQ9VH5sBERxrLi4WM8995x69OihDh06SJICgYCSkpLUpEmTkGubNWtWraFtjRo1ks/n07333qsHH3xQp556qh577DFColqoz3798MMP2rNnjz755BPdeeeduuOOO7Rx40ZNmzatLl9C3KnPnpV25MgRffjhh7r44otrW3Lcq8+etW7dWuPHj9fLL7+s0aNH6+abb9bevXv1hz/8oS5fQtypz56dddZZ+vTTT/XVV1+puLhY27dv14IFC4LPgeqrq3599913+vjjj0OmRwQCATVr1qzcY+Tn5+vIkSN1+0LiSH32DPUjnD3LycnRoUOHdN5559VZ/fEoHD0bM2aMRo8erQcffFCXXXaZBg0aVOevI17UZ7927Nihl156SXfddZcSExPr7TVUhn+yjGP/+Mc/tHXrVmVmZtb5YycnJ4csfNa1a1f99NNPeu2119SnT586f754UJ/9sixLBQUFMgwjuNDamDFj9OCDD2r79u0hi6+h6uqzZ6V9+umnOnTokC666KJ6fZ54UJ89CwQC+tvf/qaLLrpI559/vvLz8zV79mw98cQTGj9+vBwOR50/Zzyoz54NGjRIO3fu1NSpU1VUVCSXy6W0tDS98sor9KuG6qJfW7Zs0aOPPqrhw4fL4/HUYXWoCD2zn3D1bOnSpZozZ47uv//+cuEsqiccPcvMzNShQ4e0du1avfTSS2rTpo369+9fm7LjVn31q7i4WH/5y180YsSIiH3/IiCKU//4xz/0xRdf6OGHH1bLli2D591utwoLC3Xw4MGQ9HPfvn0hO7/URNeuXbVq1apaPUa8qu9+NW/eXImJiSF/EKWkpEiS9uzZQ0BUA+H8jL377rvq3bt3rT+j8a6+e7Z48WI1btxYN9xwQ/DcXXfdpdtvv13r1q1jh8caqO+eORwO3XDDDRo9erQCgYCSk5P11VdfSZJOOumkOnsd8aIu+pWXl6dHHnlEv/71r3XNNdeE3OZ2u7Vv376Qc/v27ZPL5VKDBg3q/gXFgfruGepeuHr20UcfaebMmbr33nt15pln1striRfh6lnJjqkdOnTQvn379MorrxAQ1UB99is/P18bNmzQpk2b9M9//lPS0X/ItyxLo0aN0vjx43XGGWfU6+tjilmcsSxL//jHP/Tpp58qIyOj3NbKXbp0UWJiYvAvwJK0fft27dmzp9ZfXjZv3qzmzZvX6jHiTbj61aNHDxUVFWnnzp0hjyNJJ554Yi1fRXwJ92ds165dWrNmDdPLaiFcPTty5Ei5UScJCQnBGlB14f6cJSQkqEWLFkpKStJHH32k7t27Kzk5udavI17UVb+2bt2qhx9+WBdddJGuu+66cs/TrVu3kMeQpFWrVhG+1kC4eoa6E86eLV26VDNmzNDvf/979e7du35eUByI5OfMsiwVFhbWzQuJE+Hol8vl0uOPP65HH300+N8ll1yidu3a6dFHH1XXrl3r90WKEURx5x//+IeWLl2qBx54QC6XKzgfsnHjxmrQoIEaN26siy++WKZpqmnTpmrcuLH++c9/qnv37iFv7J07d+rQoUMKBAI6cuSINm/eLOnoqJOkpCS99957SkpKCm53mZubqyVLlmjMmDHhfsm2Fq5+9erVS507d9Zf//pX3XzzzcE/AM8880xGD1VTuHpW4t1335Xb7dbZZ58dzpcZU8LVs969e+v111/XnDlzglPMXn75ZbVq1YqtgaspXD3bv3+/PvnkE/Xs2VMFBQVasmSJPv74Yz388MMReNX2VRf92rJlizIzM+XxeDRkyJDgYyQkJATDuksvvVRvvPGG/vWvf2ngwIFavXq1Pv74Yz344IOReNm2Fq6eSQp+7g4dOqT9+/dr8+bNSkpKCo5kRtWEq2dLly6V3+/XzTffrG7dugWvKXkOVF24erZ48WKdeOKJat++vSTpm2++UU5Oji6//PKwv2Y7C0e/EhISgmsalUhOTpbT6Sx3vr44LP7ZMq6MHDmywvN33HGHBgwYIOnov3KbpqmPPvpIhYWF8ng8uvXWW0OGxk2cOFFff/11uceZPn26Wrdurffee0/z58/Xnj17lJCQoPbt2+vKK6/UueeeWx8vK2aFq1+StHfvXv3zn//UqlWr1LBhQ5199tny+XzsSlFN4exZcXGxDMPQhRdeyL/M1kI4e/bRRx/ptdde0/bt29WwYUN1795d119/ffAvbaiacPVs//79ys7O1pYtWyRJ3bt316hRo9StW7c6f02xrC76NXv2bM2ZM6fcY7Rq1Up+vz94vGbNGj3//PPKy8tTy5Ytdc011wSfA1UXzp5V9Fxlr8Hxhatnlf25edFFF8kwjLp5MXEiXD1btGiR3n77be3atUsJCQlq06aNBg0apF//+tfBkcw4vnD+uVja7Nmz9dlnn+mxxx6rk9dxPAREAAAAAAAAcY7IEAAAAAAAIM4REAEAAAAAAMQ5AiIAAAAAAIA4R0AEAAAAAAAQ5wiIAAAAAAAA4hwBEQAAAAAAQJwjIAIAAAAAAIhzBEQAAAAAAABxjoAIAAAAAAAgziVFugAAAAC7eO+99zRjxozgsdPpVNOmTdWhQwedffbZGjhwoFwuV7Uf97vvvtPKlSt1xRVXqEmTJnVZMgAAQJUQEAEAAFTTyJEj1bp1axUVFSkQCOjrr7/W888/r9dff10PPPCAOnbsWK3H++677zRnzhwNGDCAgAgAAEQEARH+f3v3ExJFH8dx/L0m2yb9EVu2pUNl4UGQykKjP0ShEB0UKrEORXTqEh2NTp2K8CKBdOzYkmmHaImoQywYSIdoc6lOEWxYK2VtohK089wGfAyih6kHmvcL5jAzv/kyv9vwmd8fSZL0i9rb29myZUt4fuTIESYnJ7l69SqDg4MMDQ2RTCb/xzeUJEn6NQZEkiRJEWhra+PYsWPkcjkKhQLd3d28ffuWe/fu8fLlS2ZmZmhoaKC9vZ1Tp06xatUqAEZGRhgdHQXg3LlzYb3h4WEymQwAhUKBfD5PuVwmmUyybds2Tp48STqd/vMdlSRJfyUDIkmSpIjs37+fXC5HsViku7ubYrFIpVLhwIEDNDY2Ui6XefToEeVymcuXL5NIJNi1axdTU1OMj49z+vTpMDhavXo1AHfu3OHWrVvs3r2brq4uqtUq9+/f59KlSwwODjolTZIkRcKASJIkKSJr166loaGBDx8+AHDo0CF6enoWtWlpaeHatWu8evWK1tZWNm7cSHNzM+Pj43R0dISjhgCmp6cZGRnh+PHjHD16NLze2dnJhQsXePDgwaLrkiRJ/5Xb3EuSJEUolUoxPz8PsGgdom/fvlGtVmlpaQHgzZs3P601MTFBEATs2bOHarUaHo2NjWSzWUql0u/phCRJih1HEEmSJEVoYWGBNWvWADA7O8vt27d58uQJX758WdRubm7up7Xev39PEAScP3/+h/fr6/2UkyRJ0fCrQpIkKSIfP35kbm6OdevWATA0NMTr16/p7e1l06ZNpFIparUaV65coVar/bRerVYjkUhw8eJF6uqWDvxOpVKR90GSJMWTAZEkSVJECoUCANu3b2d2dpYXL17Q399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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:02.024477Z", - "iopub.status.busy": "2023-11-02T05:08:02.024087Z", - "iopub.status.idle": "2023-11-02T05:08:02.029932Z", - "shell.execute_reply": "2023-11-02T05:08:02.029392Z" + "iopub.execute_input": "2023-11-03T05:08:03.924056Z", + "iopub.status.busy": "2023-11-03T05:08:03.923648Z", + "iopub.status.idle": "2023-11-03T05:08:03.930715Z", + "shell.execute_reply": "2023-11-03T05:08:03.930038Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64072.0\n", + "hits -64208.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:02.032265Z", - "iopub.status.busy": "2023-11-02T05:08:02.031912Z", - "iopub.status.idle": "2023-11-02T05:08:02.036596Z", - "shell.execute_reply": "2023-11-02T05:08:02.035966Z" + "iopub.execute_input": "2023-11-03T05:08:03.933769Z", + "iopub.status.busy": "2023-11-03T05:08:03.933362Z", + "iopub.status.idle": "2023-11-03T05:08:03.939075Z", + "shell.execute_reply": "2023-11-03T05:08:03.938416Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.333736\n", + "hits -19.368929\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:02.039039Z", - "iopub.status.busy": "2023-11-02T05:08:02.038662Z", - "iopub.status.idle": "2023-11-02T05:08:02.041967Z", - "shell.execute_reply": "2023-11-02T05:08:02.041418Z" + "iopub.execute_input": "2023-11-03T05:08:03.941981Z", + "iopub.status.busy": "2023-11-03T05:08:03.941748Z", + "iopub.status.idle": "2023-11-03T05:08:03.946353Z", + "shell.execute_reply": "2023-11-03T05:08:03.945750Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:02.044224Z", - "iopub.status.busy": "2023-11-02T05:08:02.043875Z", - "iopub.status.idle": "2023-11-02T05:08:02.335519Z", - "shell.execute_reply": "2023-11-02T05:08:02.334850Z" + "iopub.execute_input": "2023-11-03T05:08:03.949525Z", + "iopub.status.busy": "2023-11-03T05:08:03.949089Z", + "iopub.status.idle": "2023-11-03T05:08:04.320847Z", + "shell.execute_reply": "2023-11-03T05:08:04.320107Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:02.338298Z", - "iopub.status.busy": "2023-11-02T05:08:02.337925Z", - "iopub.status.idle": "2023-11-02T05:08:02.345298Z", - "shell.execute_reply": "2023-11-02T05:08:02.344643Z" + "iopub.execute_input": "2023-11-03T05:08:04.324700Z", + "iopub.status.busy": "2023-11-03T05:08:04.324167Z", + "iopub.status.idle": "2023-11-03T05:08:04.334736Z", + "shell.execute_reply": "2023-11-03T05:08:04.334105Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3233\n", + "False 3234\n", "True 81\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:02.347816Z", - "iopub.status.busy": "2023-11-02T05:08:02.347431Z", - "iopub.status.idle": "2023-11-02T05:08:02.351376Z", - "shell.execute_reply": "2023-11-02T05:08:02.350723Z" + "iopub.execute_input": "2023-11-03T05:08:04.337859Z", + "iopub.status.busy": "2023-11-03T05:08:04.337399Z", + "iopub.status.idle": "2023-11-03T05:08:04.342880Z", + "shell.execute_reply": "2023-11-03T05:08:04.342269Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-11-02T05:08:02.353654Z", - "iopub.status.busy": "2023-11-02T05:08:02.353309Z", - "iopub.status.idle": "2023-11-02T05:08:02.576302Z", - "shell.execute_reply": "2023-11-02T05:08:02.575608Z" + "iopub.execute_input": "2023-11-03T05:08:04.345963Z", + "iopub.status.busy": "2023-11-03T05:08:04.345518Z", + "iopub.status.idle": "2023-11-03T05:08:04.629235Z", + "shell.execute_reply": "2023-11-03T05:08:04.628453Z" } }, "outputs": [ { "data": { - "image/png": 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yuueee7R8+XJ169ZN77zzTrHLVsb3m7/ProI6duyoLl26FBuMBovndW8ymdS7d285HA6fx/OPhMkfcvgLsjzLp6WlKSMjw2f0S9++fX36Vdw+eWrwfLYuXrxYP/30U6ERR551ZGZm+jw//3vD6XQqNTVVO3fu9D6elJTkDZ0OHz6s48ePe9+nknTeeefpuuuu088//6ytW7fK5XKpffv2SkxMLPKzccqUKd5AKDo6Wjt27ND5559faARQfklJSWrZsqW+/fZb77aTkpL0xx9/yGQyqWnTptq8ebP++OOPIteR/1hVptd5ZRXuz8XSjigKKCj68ccftXTpUq1evVo5OTlq3ry5rrjiCtlsNp111lmFlv/22281efJkTZ8+vbybLFZ6erreeOMN3XXXXWrZsqW+/PJLff/993rttddUp06dUq8nkoOiCRMmyOFw6Pjx44VeeJ65ojy/aEjy/vLg+UFRs2ZNRUdH68SJEz7LVYSYmBjFx8dr//79hX6ZKorJZFJMTIxyc3N9fmkzmUxq0KCBmjRponXr1iknJ6fUbzyz2Syr1aqcnByZTCbvvz0/sBo0aKAJEybo008/ldPpLPTLYsF1SPJ+0Jd2v6Q/R+PFxMSU+9h7ajAMQx06dNDnn3+ue+65p8iaK5rZbFazZs1Uq1Yt7dmzRydPntTp06d19tlna/DgwZozZ452796tvLw81ahRQ4mJiWrZsqVuuukmSfL7V9h77rlHixcvVkxMjGrVqiWXy6W///3v2rZtm3c/C75GLBaLOnXqpIMHD2r//v1yuVw+x6iymDBhgj777DPVq1dPo0eP1po1azR16lSdOHFCsbGxGjp0qDp16lTkD+GirkgRGxtb6EtiWWpyOBzKzc3V1VdfXeIvw2VR0pfjon7RyP/L+YABA0L2S8mECRNK/MU03D/4i1PRczxEquJ6lv+1+Omnn+rrr78u9Wez5wt/wZ8B0dHRstvtatasWZE/q4tjtVp10UUX6dxzz9V3332n06dPy2w2B+3ntclkUlxcnOrVqyeXy6WEhARlZ2erZs2aOnDggCwWi1q2bKlt27Zp9+7duuiii7yfo8H6MlzwtZqQkKCsrCzVrFlTQ4cO1euvv+79MpSZmVnoy1hJNXjWj+Aq6jOlMn8ulseECRP01ltvFXrP5Z+PNS8vT1arVU2aNFFWVpYOHjzofaxOnTqqUaOGsrKyfJb3/Jzftm2bli9frqSkJO3cuVOHDh1S7dq1ve/J9u3b6/Tp0zKZTNq2bZt+//13xcbGKikpSVLhcMLzu1SbNm18AueCI4rKq+BIpGCx2+3eoCM7O1tHjhxRt27d1KxZM02cONFn+555lcqyH57nFFW7JyT2/F5ZWV+7ZrNZtWvXVkJCgnbu3BmW3/c7duyo0aNH+3yuWq1WRUdHe98neXl53n97jn1+pT2++b+3+nuOp2+5ubkBva4tFovi4uJ09OhRb3Dv+V5nNpvVuXPngL5DhPtzMSRB0Y033qizzz5bl19+uXr06OH960JRtm7dKqfTqfvuu6+8myzWE088oebNm+uOO+6Q9OeL8t5779U111yjv//974WWz8nJ8QmEPF8wMzMzKzwkqQjjx4/3+fBE9Va3bl0dOXIk3GUEhcPh0KefflrsX0TKo0uXLpozZ05Q11keZXnv5v+i36dPH0l/Xsq24HwBBecH8Mj/vLLW1LdvX7377rul3KuiFazXU1NR93vcfffdhV4DRS0bTAWPxahRo/T4448XWs5kMikxMVEZGRmV7pfK1NRUvf/++96/Xt5xxx1BneMhUhXVs4KvRRStS5cuGjFiRLHv3bLI/1r154YbbtCsWbMK3Z//SjzF1TB06FA5nc5y1Yai2e12TZkypdD9lflzsawi6fdsz/shv/wjYTw/c19//XWtXbs2PEWWQ1xcnI4dOxbuMlBA/lPRqotAvkOE+3PRarVW/BxFTz/9tNq2bVvq5Vu0aFHm08BKKzc3V9u2bfMJhMxms9q1a6dff/3V73Nmz57t88tGUlKSJkyYUKoDVxktXbo03CWgEqkqIZHJZNK6dev0ww8/BH3dGzdu1DnnnBP09ZZVWd67ni/669at09ChQyVJP/30k89580uXLvX7BddzLD3PK2tNK1asCMrxKlivp6ai7vfw9xooatlgKngsli1bVuxxSExMrJA6AtG3b1+fS+f+9a9/rRSv/cqiYM/yvxZRvI0bN5b43i0Lz2u1qL/iL1mypNBjJpPJ53OvuBpq1KhRrrpQvJo1a0bc52JZRcrv2Z73Q8H3iWfuHc97Y+jQoRETfHlE4h/yqzqTyaRDhw6Fu4yQC8Z3iMr+uRhQUFSWkKiiHTt2THl5eYqPj/e5Pz4+Xnv37vX7nP79+6tv377e256hcJE6oujyyy/XmjVrwl0GKomqMqLIMAy1b99el156adBHFLVt27bYOSZCpSzvXc8Xofbt23tr79Chg/fLkcvl8q6v4Igiz7EszT77q+mSSy4JyvEqWK+npqLu9/D3Gihq2WAqeCy6d+/ud1vh/gtRcbp27SqHw+E9ba9r166V4rUfbkX1rOBrEUVr27Ztie/dsvC8VqdPn+535M8VV1xRaESRYRje92lJNVx//fWaO3duuWoLVHR0dFhODQmF/v37R9znYllFyu/Z+d8P+ZnN5kLvjcaNG0fEPnlcddVVkhT03wdRfoZh6Iorrqh2PQnkO0S4PxdLO6IoKJNZ79y5U2vWrPFO4tWgQQN16tRJTZo0CXTVpXb48GENHz5czz77rFq1auW9/6OPPtKmTZvKNIE2cxSFZo6i2NhY1alTJ2hzFCUkJOi8884L+hxFCQkJGj9+PHMUlaOeZs2aqXbt2tqzZ49OnDih06dPq379+rrxxhs1d+5c7dq1q8g5ijxzmRU3R1FeXp7+9re/FTtHkdVqVceOHXXo0CFlZGRE/BxF+S9lml/+iR498w+kp6crJiZGv/zyiyRVujmK/O1LUfd7FJyjqLhlgynS5yiCfyXNUeR5fZV1jiLpz890i8WinJwc7/MKzlF04sSJQlcayl9b/v/7m+8oNzdXVqtVeXl53qCmXr166tixo6Kjo4utOf8kyvm36ZmjKC8vTw0aNCjTHEXBfj86nU6NGzdOe/bsKTRH0fTp03XgwIFCc7KUpgbPcvv27dP333+vY8eOyWKxKD4+XsePH1f9+vX19NNPSyp8+WjPqTqe0RotWrTQ1q1bfY6hYRhyOBw+V3bynPKTfyLegp/p+T+3T5065f3/mjVrtH37diUlJalTp07e+/ft26cdO3aoZs2ays7O9s7l4lku/3rz/0yVpNdff11HjhxRVFSUjhw5orp166pmzZreXnt+Fn366afen7uNGjXS0aNHva+N/MtVl8msPT8XT58+LavVqjNnznjnLfHIP0fRmTNndPToUZ04cUKSVK9ePUkq1RxFW7Zs0dGjR73LNWjQQJdeeqn3d7rSzFHk6XubNm2KvMx9cXPweH63zM3N9f5enP+zKDo6WvHx8crOztaxY8f8rstsNqtp06Z6+umn9eabb2rlypWlPt5Nmzb1vkbzTxzu+Wzw/B7pOY7FiYmJkSSdPn3auy9ms1lms9k70CArK8tnfaX5Pd4zT5Lne5bn9eBvXh7PNj3rtVqtslgsql27tpo2bars7Gydf/75OnPmjLZs2aKMjAzl5OR4X1+emvJPZO+Zo2jv3r3e7Xkmyvf8nPD3PaBLly7Kzc3Vnj17JKnQZNye7yVnzpxRVFSUjh8/7t23c889V/Xq1fN5vd1zzz0VHhaFao4iq9Wqs846izmKAgmKcnJy9O6772rJkiV/rqzAxGCXX365hg8f7jPBW0XJzc3VkCFD9NBDD+mSSy7x3v/GG2/o5MmTevTRR0u9rkgOikIh3C9ulB09izz0LPLQs8gT7Kue5Q8JKiK8LE8YU5qQM1JUlvdYccG8vy/joQq0K6PK0rNIVZGvn/yfX/m/w5nNZnXs2FEjR470u80JEyZo4sSJ3s87T/AxatQonTp1Sr///ru+++47b3g9bNgwnznxnE6nXn75ZW3atMknVMnPbreX+Y9bBZX1Ig4Fl/fM8+TZzyZNmngvwuJvv8KpuPeZZ963/Md41KhRPj8P/E3yn/94leZY5n895Q+TpMIBZlGfl9VFuD8XSxsUBZTgTJs2TUuWLJHdbtc111yjhg0bymQyKSMjQ1999ZW++eYb1a5du8LmjcjParWqWbNm2rBhgzcoysvL04YNG/SXv/ylwrcPAACqF5vNpkmTJnl/ee7du3fAX26KY7fby7zuxx57LOIDosqmYB+K60t5egZ4VOTrp+Dnl/S/07lTU1PVtWtXzZ8/v9CVBE+ePOnzHE9wcurUKY0ZM0ZOp1NOp9O7TExMjFJTU73r8KynYChT0ujnsl5Z0W63y+FwlDpoS0tL85nn7NSpUz7PL1iz577KztNnT+DVt2/fQj8TPMfK32j+/I8XdywLvp7Gjh3rdzk+EyNHQCOK7rjjDnXq1En333+/38f//e9/a+3atZo8eXK5CyyL9PR0vfnmm7rrrrvUokULffXVV1q+fLleffXVQnMXFYcRRcULdwqKsqNnkYeeRR56FnmC0bPqPmIklHiPRR56Vrnl//yS/nfa/4gRI3T48GG/o0g8o0s8I4Hyn1pZcCRdTExMoasR+lvm5MmTxQZAZR0dVN5jUdI2KuvnfVHvM6fTqY8//lhbt27V9u3b/faqrIoL7Crr8alswv25GJIRRbm5uT7zARXUunVrrVq1KpBNlElycrKOHTumGTNmKCsrS+eff76eeOKJMoVEAAAApcVfRwFEqvyfX/lHAjmdTtntdp8RNunp6d7lPaNLijp9yLNcamqq33V4lpH+N0pn0qRJRQYY06dPl8lk8q5n+vTpZRpdVNpjUdKomcr8eT9nzhx98cUXPqfEFjydzDP6K//xk1TqY5k/TPPXr8p8fFB2AQVFHTp00Nq1a4t8Qax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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 743ca20..019e214 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2068,3 +2068,4 @@ date,hits 2023-10-31,1596 2023-11-01,1748 2023-11-02,1776 +2023-11-03,1640