From 85b8a79ba19db2634f19fff6e64fa73e79c2df57 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 10 Jan 2024 05:08:09 +0000 Subject: [PATCH] Update for 2024-01-10 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 8a2fa31..5e76ff5 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:53.150649Z", - "iopub.status.busy": "2024-01-09T05:07:53.150109Z", - "iopub.status.idle": "2024-01-09T05:07:53.160113Z", - "shell.execute_reply": "2024-01-09T05:07:53.159519Z" + "iopub.execute_input": "2024-01-10T05:08:07.305325Z", + "iopub.status.busy": "2024-01-10T05:08:07.305137Z", + "iopub.status.idle": "2024-01-10T05:08:07.314635Z", + "shell.execute_reply": "2024-01-10T05:08:07.313975Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:53.196421Z", - "iopub.status.busy": "2024-01-09T05:07:53.196039Z", - "iopub.status.idle": "2024-01-09T05:07:53.886342Z", - "shell.execute_reply": "2024-01-09T05:07:53.885666Z" + "iopub.execute_input": "2024-01-10T05:08:07.350997Z", + "iopub.status.busy": "2024-01-10T05:08:07.350623Z", + "iopub.status.idle": "2024-01-10T05:08:08.034332Z", + "shell.execute_reply": "2024-01-10T05:08:08.033707Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:53.889444Z", - "iopub.status.busy": "2024-01-09T05:07:53.889012Z", - "iopub.status.idle": "2024-01-09T05:07:54.104584Z", - "shell.execute_reply": "2024-01-09T05:07:54.104017Z" + "iopub.execute_input": "2024-01-10T05:08:08.037449Z", + "iopub.status.busy": "2024-01-10T05:08:08.036877Z", + "iopub.status.idle": "2024-01-10T05:08:08.255486Z", + "shell.execute_reply": "2024-01-10T05:08:08.254870Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.107538Z", - "iopub.status.busy": "2024-01-09T05:07:54.107067Z", - "iopub.status.idle": "2024-01-09T05:07:54.110489Z", - "shell.execute_reply": "2024-01-09T05:07:54.109846Z" + "iopub.execute_input": "2024-01-10T05:08:08.258230Z", + "iopub.status.busy": "2024-01-10T05:08:08.258024Z", + "iopub.status.idle": "2024-01-10T05:08:08.261147Z", + "shell.execute_reply": "2024-01-10T05:08:08.260606Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.112889Z", - "iopub.status.busy": "2024-01-09T05:07:54.112511Z", - "iopub.status.idle": "2024-01-09T05:07:54.116281Z", - "shell.execute_reply": "2024-01-09T05:07:54.115653Z" + "iopub.execute_input": "2024-01-10T05:08:08.263499Z", + "iopub.status.busy": "2024-01-10T05:08:08.263047Z", + "iopub.status.idle": "2024-01-10T05:08:08.266780Z", + "shell.execute_reply": "2024-01-10T05:08:08.266179Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-01-09 05:07:54.113585 UTC\n" + "This notebook was last rendered at 2024-01-10 05:08:08.264142 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.118579Z", - "iopub.status.busy": "2024-01-09T05:07:54.118224Z", - "iopub.status.idle": "2024-01-09T05:07:54.127968Z", - "shell.execute_reply": "2024-01-09T05:07:54.127356Z" + "iopub.execute_input": "2024-01-10T05:08:08.268946Z", + "iopub.status.busy": "2024-01-10T05:08:08.268758Z", + "iopub.status.idle": "2024-01-10T05:08:08.278272Z", + "shell.execute_reply": "2024-01-10T05:08:08.277754Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.130362Z", - "iopub.status.busy": "2024-01-09T05:07:54.130031Z", - "iopub.status.idle": "2024-01-09T05:07:54.136262Z", - "shell.execute_reply": "2024-01-09T05:07:54.135595Z" + "iopub.execute_input": "2024-01-10T05:08:08.280476Z", + "iopub.status.busy": "2024-01-10T05:08:08.280137Z", + "iopub.status.idle": "2024-01-10T05:08:08.286483Z", + "shell.execute_reply": "2024-01-10T05:08:08.285839Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-01-07\n", - " 1160\n", - " \n", - " \n", " 2024-01-08\n", " 1100\n", " \n", @@ -250,6 +246,10 @@ " 2024-01-09\n", " 1100\n", " \n", + " \n", + " 2024-01-10\n", + " 1040\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-01-07 1160\n", "2024-01-08 1100\n", - "2024-01-09 1100" + "2024-01-09 1100\n", + "2024-01-10 1040" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.138560Z", - "iopub.status.busy": "2024-01-09T05:07:54.138365Z", - "iopub.status.idle": "2024-01-09T05:07:54.142240Z", - "shell.execute_reply": "2024-01-09T05:07:54.141669Z" + "iopub.execute_input": "2024-01-10T05:08:08.288951Z", + "iopub.status.busy": "2024-01-10T05:08:08.288459Z", + "iopub.status.idle": "2024-01-10T05:08:08.292002Z", + "shell.execute_reply": "2024-01-10T05:08:08.291391Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.144413Z", - "iopub.status.busy": "2024-01-09T05:07:54.144218Z", - "iopub.status.idle": "2024-01-09T05:07:54.147684Z", - "shell.execute_reply": "2024-01-09T05:07:54.147075Z" + "iopub.execute_input": "2024-01-10T05:08:08.294295Z", + "iopub.status.busy": "2024-01-10T05:08:08.293884Z", + "iopub.status.idle": "2024-01-10T05:08:08.297352Z", + "shell.execute_reply": "2024-01-10T05:08:08.296744Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.149973Z", - "iopub.status.busy": "2024-01-09T05:07:54.149780Z", - "iopub.status.idle": "2024-01-09T05:07:54.428599Z", - "shell.execute_reply": "2024-01-09T05:07:54.427945Z" + "iopub.execute_input": "2024-01-10T05:08:08.299628Z", + "iopub.status.busy": "2024-01-10T05:08:08.299301Z", + "iopub.status.idle": "2024-01-10T05:08:08.552171Z", + "shell.execute_reply": "2024-01-10T05:08:08.551524Z" } }, "outputs": [ { "data": { - "image/png": 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Vy5YtZRiGLr/8cj355JNav359o/z5AwCwN9YgquSrr77SK6+8os2bN+vnn3/WnXfeqQEDBtT5/vPnz9eCBQuqnW/atGnQ3HEAQHh17NhRX3/9tbZt21bttsGDBwe+KJWWlgbWHLGr448/vsbzHTt2lKQag56qHnnkEXXv3l3PPPOMZs+erdmzZyspKUmZmZl6+OGH1aNHD0kKLG770ksvHfHx9u/fH/j5z3/+s26//Xa1adNGF154obp06aLmzZvL4XBo0aJFWrNmTY0LI1fUX5Xf71ebNm0CW5bXReX1dypLSkpSWVlZnR/naI9VdXHh+hg9erSWLFmihx9+WH//+98D68ucccYZysnJ0YUXXtigx694P9S2S1+nTp30ww8/yO/3B+3A1qFDBzkcjgY9t3T4/XrZZZepX79+6tWrl7xer9atW1fr9YmJierSpYtuu+02HX/88brqqqs0depUzZkzJ3DNddddpy+//FJr1qwJhFjJycn63e9+p+LiYt1+++2aMWNGrQvKf/TRR7rkkkuUkJCgZcuWHdPfBSt+n0f7HFbm9/sDodWAAQPk9XrVtm1bJSUlBdY6q/qZaNWqla655hrNnTtXK1as0JAhQ/TKK69ox44duv3224MWA+/atas++eQTTZ8+XcuXL9fLL78s6XCIeeedd+rWW2+t8+sDAMQ2AqJKDh48qLS0NJ1//vl66KGHjvn+l156qS666KKgc9nZ2TrxxBNDVSIAoB7OPvtsrVixQm+99Zauv/76SJdzVBW7NpWWltZ4u9/vrzWY+PHHH2s8v2PHDkmq0zbriYmJuv3223X77bdr586d+uCDD/Svf/1LL730ktavX6/169eradOmgcdavHhxtR2jalJaWqrp06erY8eO+vzzz6uFEkfa5am2MMLtduunn35SUVHRMYVEdjJ8+HANHz5cBw4cUH5+vpYsWaLHH39cI0aM0BdffKGTTz653o9d0cMdO3bU+PeV7du3B11XIRThUGVdu3bVySefrNWrV2v37t067rjjjnqfSy65RFLwDmP//e9/9e6776pt27Y1jnCqWDT8s88+q/Ex33//fQ0fPlwJCQl67bXXdNZZZx3T66j4PR3tc1jZU089pc2bN2vatGnVdoL76KOP9Oc//7nGx7rppps0d+5cPfHEExoyZEggPPztb39b7dqTTjpJ8+bNU2lpqdasWaM333xTf/3rX3XbbbepRYsW+s1vfnMsLxMAEKOYYlbJ6aefrnHjxtX6L0UlJSUyTVO/+93vdO2112rKlClav3594PZmzZrJ7XYH/vP7/SooKKjzThkAgMZx3XXXKSkpSQsWLKg23am+KqYVHeuIk7qomM6ydevWardt3LjxiKOAatr6uqysTB988IEkBe3qVBcdOnTQ6NGjNX/+fJ1//vn67rvvAiM8Kr48v//++3V6rN27d8vv92vgwIHVwqH9+/fXOr3oSM466yxZlqXly5cf832jRWJiYp3eRy1atND555+vP/3pT5oyZYoOHTqkZcuWNei5K94PNW3jvnHjRhUUFKhbt261BpKhVDHCr6YpezWpmHZVeYexQ4cOSZL27dsX+Lmyiu3tq+7KJklvv/22hg0bpqSkJL3xxhvHHA5JUr9+/SQd/XNY2caNGyVJl19+ebXbatvKXjq8e9vZZ5+thQsXKj8/X2+++abOPfdcnXTSSbXeJykpSWeccYaysrL04osvSpIWLVp0xNcEAIgfBETH4Omnn9aGDRt0++2368EHH9RZZ52l+++/P/Cva1W9/fbb6tSp0xH/jxoA0PhOPPFE3XvvvTp06JAuueQSrVy5ssbr/H5/nR+zTZs2cjgc+uGHH0JU5f/86le/UnJyshYvXqydO3cGzhcVFR11Osjbb7+tJUuWBJ2bM2eOvvvuOw0ZMkRdu3Y94v0PHjyoDz/8sNr5kpKSwFovzZs3lySNGjVKJ554onw+X2DL8ao++ugj/fLLL5IOh03NmzfXZ599FjTtrKSkRLfddluNaw8dzS233CJJ+v/+v/+v2jotUvW1W6JRu3bttGvXLhUVFVW77b333qtxJFnFCJWKXtRXxYi6mTNnBsIT6XCYceedd6q8vDxko0u+/fbbGsPN8vJy3XPPPdq5c6cGDhwYtN7P559/XmN4tn//ft12222SDo+wqtCuXTuddNJJKi0t1X333Rd0n+LiYs2cOVOSNHTo0KDbXn/9dY0YMUIul0tvvfWWzjzzzHq9xoEDB6p379567733tHjx4qDbKj6HVaWlpUmqHtJ98cUXysnJOeLz3XTTTTp06JAuv/xyWZYV2Nq+ss8++6zG33uo3kMAgNjBFLM62r17t9555x099thjatu2raTDU8rWrFmjFStWaPz48UHXHzp0SO+//748Hk8EqgUAVDV16lRZlqX77rtPZ599ts444wwNGDBAbdu2ld/v15YtW/Tmm29Kks4999yjPl7Lli2VkZGh999/X1dffbV69eqlxMREXXrppQ1avFc6vGDybbfdpvvuu0+nn366LrvsMpWWluqNN97QCSecoBNOOKHW+44cOVKXXXaZLrvsMvXo0UOrV6/WsmXL1LZtWz322GNHfe6ioiINGjRIPXr00BlnnKGuXbuquLhYb7zxhr7++mtdeumlgX/4cDqdevnll3XxxRdr+PDhGjhwoE477TQ1b95cW7du1aeffqpNmzZp+/btat68uRISEnTrrbdq9uzZ6tu3r0aNGqVDhw5pxYoV2rNnj4YMGaIVK1Yc0+/qoosu0r333quZM2fqpJNOksfjUefOnfXjjz/qgw8+0FlnnVXrWjPRYujQofr00081bNgwnXvuuWratKnS09M1cuRI3XrrrSosLNTZZ5+ttLQ0NWnSRJ999pnefvttde3aVePGjWvQcw8cOFB33323HnjgAZ1yyikaM2aMWrRooWXLlmndunUaNGiQ7rrrrpC8zqVLl2ry5MkaNGiQunXrpnbt2unHH3/Uu+++q02bNqljx47629/+FnSf7Oxsffjhhxo4cGBgvaqtW7dq2bJlgdFokydPDrrPX/7yFw0fPlwzZ87UG2+8oYEDB6qoqEjLli3T999/rx49eigrKytw/TfffKNRo0apuLhYmZmZWrx4cbVwR1K16V81cTgcevrpp3XhhRfq8ssv1+jRowOfw7feekvDhg2rNtrN6/XqwQcf1O23364VK1aoZ8+e2rBhg5YsWaLRo0dr3rx5tT7f2LFj9Yc//EGFhYU67rjjNHr06GrXPPfcc3riiSc0aNAgnXjiiWrTpo2+++475eXlqWnTprr99tuP+roAAHEiElun2cHYsWOt/Pz8wPFnn31mjR071rrmmmuC/hs3bpz1pz/9qdr933//fWvcuHHWzz//HMaqAQBH85///Me6/fbbrfT0dKt169ZWUlKS1aZNG6t///7W7bffbn322WfV7lPTNveWZVkbNmywRowYYbVt29ZyOBxBW5hX3gb9SFTDNveWZVnl5eVWTk6O1b17d8vpdFqdO3e27rrrLuvAgQNH3Ob+mWeesfLy8qyzzjrLat68udW6dWtr9OjRdd4m/dChQ1Zubq41bNgwq3PnzlbTpk2t4447zsrIyLAef/xx6+DBg9Xu8+OPP1pZWVlWnz59LJfLZbVo0cLq0aOHdfnll1vPPfecVVJSEri2pKTEevjhh62TTjrJatasmXX88cdb11xzjbVly5Yaf88Vv8cJEyYcse5XX33Vuvjii602bdpYTZo0sVJTUy2Px2O99dZbgWsqtrmfNm1ajY9xpO3mqzpaXeedd161vta2zf3+/futiRMnWikpKVZiYmLQ486bN88aN26c1aNHD6tFixZWq1atrD59+lhTpkyxdu7cWada6/LaXnzxRevss8+2WrZsaTVt2tQ6+eSTrZkzZ1pFRUXH/Fi1+fLLLy3DMKz09HSrXbt2VmJiopWcnGz179/fmjZtmvXTTz9Vu8+SJUusq6++2urZs6eVnJxsJSUlWe3bt7eGDh1qPfHEE0HvrcrWrFljXXPNNVbnzp0tp9NpNWvWzDr55JOtyZMnV/u7WcX74mj/HYtVq1ZZF198sdWyZUurZcuW1tChQ62VK1da06ZNq3Gb+/Xr11sjR4602rdvbzVv3tzq16+f9be//a1O7//bb7/dkmTdeeedNd7+8ccfWxMnTrROPfVUq02bNlazZs2sE0880bruuuusL7/88pheFwAgtjksiz0ua3LFFVcE7WK2cuVK/eUvf9Gf/vSnwOKhFSrWHqosOztbLpcrZP/qBgAAAFQ1ePBgvffee/rmm2/Us2fPSJcDALAxppjVUVpamsrLy7V3796jrim0c+dOrV+/XnfffXeYqgMAAEC8+eSTT/Tuu+9q2LBhhEMAgAYjIKqkuLg4aPvRnTt3asuWLWrZsqVOOOEEDRo0SHPmzJHX61W3bt20b98+ffnll+ratWtg1wrp8AKhbrf7mHeKAQAAAI7m8ccfV2FhoZ555hklJCRoxowZkS4JABADmGJWyfr162v8P9jzzjtPhmGotLRUL7/8st59913t2bNHycnJ6tmzp6644gp16dJF0uGdOAzD0Lnnnqurrroq3C8BAAAAMS4tLU0FBQXq3r27pk+fXm2zFAAA6oOACAAAAAAAIM4lHP0SAAAAAAAAxDICIgAAAAAAgDhHQAQAAAAAABDnCIgAAAAAAADiHNvc/5+ff/5ZpaWlkS4j6rVv3167du2KdBk4CvpkH/TKHuiTfdAre6BP9kGv7INe2QN9so9Y6VVSUpLatGlTt2sbuRbbKC0tVUlJSaTLiGoOh0PS4d8Vm99FL/pkH/TKHuiTfdAre6BP9kGv7INe2QN9so947RVTzAAAAAAAAOIcAREAAAAAAECcIyACAAAAAACIcwREAAAAAAAAcY5Fquvg4MGDOnjwYKTLiApFRUU6dOhQtfMOh0MtW7YMLOYFAAAAAADsg4DoKA4cOCCHw6FWrVoRfkhyOp017vZ26NAh7d+/X61atYpAVQAAAAAAoCGYYnYUpaWlat68OeHQUTRp0iSutv8DAAAAACCWEBAdBcEQAAAAAACIdQREAAAAAAAAcY6ACAAAAAAAIM4REMWoMWPGaOrUqbXenpKSouXLl4exIgAAAAAAEK0IiOLUF198oSFDhkiStm7dqpSUFK1bty7CVQEAAAAAgEhgm/s41aFDh0iXAAAAAAAAogQjiGKYZVmaOXOm+vTpo9NOO00PP/xw4LbKU8zOOussSdLFF1+slJQUjRkzRpK0cuVKDR8+XD169NBJJ52kUaNGaevWreF/IQAAAAAAoFEREIWRaZrKyMiQaZpheb6XXnpJzZs3V15enu655x498sgjeu+996pd9+qrr0qS/vWvf+mLL77Q3/72N5WWluo3v/mNzjrrLL355pt65ZVXdPXVV8vhcISldgAAAAAAED4ERGHk8/lUUFAgn88Xluc76aSTdMcdd6h79+4aO3as0tPT9cEHH1S7rl27dpKkNm3aqEOHDmrTpo3++9//at++fbrggguUlpamnj176oorrlBqampYagcAAAAAAOFDQBRGhmEoNTVVhmGE5flOOumkoOMOHTpo9+7ddbpvmzZtdMUVV+jqq6/WhAkT9NRTT+nHH39sjDIBAAAAAECEERCFkdfrVX5+vrxeb1ieLykpeA1yh8Oh8vLyOt//kUce0SuvvKL+/fvrlVde0TnnnKNVq1aFukwAAAAAABBhBESQ0+mUpBrDo1NOOUW33HKLXnnlFfXu3Vsvv/xyuMsDAAAAAACNjG3uoeOOO07NmjXTihUr1KlTJzVt2lR+v1/PP/+8LrzwQnXs2FHfffedNm/erCuvvDLS5QIAAAAAgBBjBBGUlJSk++67T//85z/Vr18/XX/99XK5XNq4caN++9vf6pxzztHdd9+t6667ThMmTIh0uQAAAACAYxTuXbVhPw7LsqxIFxENdu3apZKSkmrn9+3bp+Tk5AhUFJ2cTmeNvyeJ31W0cDgc6tSpk7Zv3y4+3tGNXtkDfbIPemUP9Mk+6JV90Ct7iHSfMjIyVFBQoNTUVOXn54f9+e0k0r0KJafTqfbt29fpWkYQAQAAAAAQoypGDvXv3z+su2rDfliDCAAAAACAGOXz+VRQUCBJjBzCETGCCAAAAACAGGOapnr06KGCggK5XC5GDuGoCIgAAAAAAIgxubm5KioqkiQdOnRIXq83whUh2hEQAQAAAAAQQwzDkN/vDxyfcsopkSsGtkFAVAfl5eWRLiHq2X1ldwAAAACIBaZpatGiRUHnfvrpp8gUA1shIDqK5s2b67///S8h0VH88ssvatq0aaTLAAAAAIC4ZZqmpkyZEjh2Op1yuVzav3+/TNOMYGWwA3YxO4qkpCS1aNFC+/fvj3QpUaFJkyY6dOhQ0DnLspSUlERABAAAAAARUhEOVZ7dUVJSovLychUVFcnn87EOEY6IgKgOkpKSlJycHOkyIs7hcKhTp07avn07U8oAAAAAIIrk5uZW+56WmJiokSNHatWqVexihqMiIAIAAAAAwMZM09TevXsDxy6XS+3atZNhGIwaQp0REAEAAAAAYGPZ2dmB0UNut1tZWVkEQzhmLFINAAAAAIBNGYahoqKiwPHgwYPl8/lkGIYyMjJYnBp1xggiAAAAAABsyDCMalva5+XlqaysTNu3b1dZWRmLU6POCIgAAAAAALAZ0zSDwiGn06njjz9e/fv316pVqwL/y+LUqCsCIgAAAAAAbCY7O7vaMSOF0BCsQQQAAAAAgI1UXXfI4/EQDqHBCIgAAAAAALCRvLy8wM8ej0c+ny+C1SBWEBABAAAAAGATmZmZKisrkySlp6cTDiFkCIgAAAAAALAB0zS1Zs2awPFPP/1U5/ux5T2OhoAIAAAAAIAoZ5qmJk+eHDh2Op113qHM5/OpoKCA0UY4InYxAwAAAAAgyuXm5gZ+djgc2rJlS53vaxiGfD4fW97jiAiIAAAAAACwkVGjRh3T9V6vl13OcFRMMQMAAAAAIEoZhqHU1FQdOHBAbrdbOTk5TBVDo2AEEQAAAAAAUcY0zcDaQZJUUlKili1bMhIIjYYRRAAAAAAARJnc3NxAOFShYg0hdiVDYyAgAgAAAAAgyhw8eDDo2OPxBEYPsSsZGgMBEQAAAAAAUcQ0TRUVFQWOPR5PUBhUsS4Ru5IhlAiIAAAAAACIkMzMTKWkpCgzM1PS4XBo8uTJgdsdDocyMjKC7uP1epWfn896RAgpFqkGAAAAACACMjMztWbNGknSmjVrlJaWppKSkqBrLMuSz+cjDEKjIyACAAAAACDMDMMIhEMVqoZD6enp+umnn5hKhrAgIAIAAAAAIIwMw9CiRYuOeE3VdYeAxsYaRAAAAAAAhNHixYuPes2qVavCUAnwPwREAAAAAACEyZlnninLsgLHOTk58ng8cjgccrlc8ng87FCGiGCKGQAAAAAAjcw0TWVnZ+uXX34JnMvJyQksPr1q1SoZhsFi1IgYRhABAAAAANDIZsyYERQOpaSkBMIgn8+ngoIC1hxCRBEQAQAAAADQSDIzM5WSkqKioqLAOY/Ho08++SRwbBgG08oQcUwxAwAAAACgEdS0lb0kZWRkBB17vV6mliHiGEEEAAAAAECI1bSVfULC4a/gTCVDNCIgAgAAAAAghGoKh2bPni2fz1fvqWSmaSojI0OmaYaoSiAYU8wAAAAAAAgR0zSrhUMVu5V16tRJo0aNCtrmvq4qL2TNdDQ0BkYQAQAAAAAQAqZpavLkyUHnKm9l35DH3b9/v9xuNwtZo9EQEAEAAAAAEALZ2dlBxx6PJySjfXw+n/x+v1q2bMnoITQaAiIAAAAAABrIMIxqW9lXLEZtmqYGDBiguXPn1vux67t2EVBXrEEEAAAAAEADVF13yOVyBe1UVrF+0OzZszVq1KhjfvyKUUMVj8koIjQGRhABAAAAANAAU6dOPeJxxQigSZMm1fs5Ki9SfSzY/Qx1RUAEAAAAAEA9ZWZmqqSkJHBc06LUXq9Xn3zyiSZOnFjv56nvNLP6BkuIPwREAAAAAADUg2maWrNmTeA4PT290aZ/eb1e5efnH/Pjs34R6oo1iAAAAAAAOEaGYQStO5Senq6lS5dGrqBaeL1e1ixCnTCCCAAAAACAY1Q5HHK73VEZDgHHIqpGEH311Vd65ZVXtHnzZv3888+68847NWDAgCPeZ/369TJNU1u3blW7du10+eWXa/DgweEpGAAAAAAQd6pO18rKyopQJUDoRNUIooMHDyotLU2/+c1v6nT9zp07NXv2bPXp00cPPPCAhg8frrlz52r16tWNWygAAAAAIC5V3dLe4/EwhQsxIapGEJ1++uk6/fTT63z966+/rg4dOgQ+jKmpqfrPf/6jV199VaeddlojVQkAAAAAiFfZ2dmBn10uF7uDIWZEVUB0rDZs2KC+ffsGnUtPT9c//vGPWu9TUlIStAWhw+GQy+UK/IzaVfx++D1FN/pkH/TKHuiTfdAre6BP9kGv7INehc/vf/97FRUVBY6nTZtW5987fbKPeO2VrQMiv9+v1q1bB51r3bq1ioqKdOjQITVp0qTafRYuXKgFCxYEjrt166bc3Fy1b9++0euNFR07dox0CagD+mQf9Moe6JN90Ct7oE/2Qa/sg141rrlz5wZNLWvevHm91h6iT/YRb72ydUBUH5dddplGjBgROK5IBHft2qXS0tJIlWULDodDHTt21I4dO2RZVqTLQS3ok33QK3ugT/ZBr+yBPtkHvbIPehUet956a9Dx1KlTtX379jrfnz7ZRyz1Kikpqc4DYmwdELndbu3duzfo3N69e+VyuWocPSRJTqdTTqezxtvs3vhwsSyL35UN0Cf7oFf2QJ/sg17ZA32yD3plH/Sq8RiGEbRUSU5Ojq699tp6/b4bu0+macrn88kwDBbPbqB4+0xF1S5mx6pnz5768ssvg86tXbtWvXr1ilBFAAAAAIBYUnXXsvT09KgOXnw+nwoKClg8G8csqgKi4uJibdmyRVu2bJF0eBv7LVu2aPfu3ZKkF154QXPmzAlcf9FFF2nnzp365z//qcLCQr322mv66KOPNHz48EiUDwAAAACIIYZhaPLkyYFjl8ulpUuXRrCiozMMQ6mpqTIMI9KlwGaiKiD67rvvdPfdd+vuu++WdDipvfvuuzVv3jxJ0s8//xwIiySpQ4cOmjRpktauXau77rpLS5Ys0cSJE9niHgAAADgGpmkqIyNDpmlGuhQgqlQeOSQdXnco2nm9XuXn5weNcuIzjrpwWPE0oe4Idu3aFTSnFNU5HA516tRJ27dvj6t5mHZDn+yDXtkDfbIPemUP9Ck6ZWRkqKCgQKmpqcrPz5dEr+yEXjWOzMxMrVmzJnDs8XgaNG0rkn2q6TOO2sXSZ8rpdNZ5keqoGkEEAAAAIPyYkgIEM00zpOFQpPEZR10QEAEAAABxpup0k5qmpADxLDs7O/Bzenp6reGQXaZu8RlHXRAQAQAAAHEmOztbBQUFQV+CARwOfNLS0lRUVBQ4d6RFqdkxDLGEgAgAAACII4ZhBL78FhcXR7gaILpMnTo1aG1al8t1xOvtMnXLLiOdEFkERAAAAEAcWbx4ceDnUaNGRbASILpkZmYGhUNOp/Oou5ZFy9StowVAjHRCXRAQAQAAAHHCNM3Ajjwul4svi8D/MQwjaFHq9PR0bdmyJeLBT4WGBkB2GemEyCIgAgAAAOKAYRiaPHmypMNbOB9tZAQQLwzD0KJFiwLH6enpR1x3KBIaGgBFy0gnRDcCIgAAACDGmaYZ9AW4devWfFEEVP2z4XK5oi4ckgiAEB5JkS4AAAAAQOOqultZVlZWhCoBoodpmoFRdRWidWSd1+sl/EGjYwQRAAAAEMMq71omSTk5OXzRBFQ9OPV4PHw2ENcIiAAAAIAYVnn6DF+AgcOqBqcej4dF2xH3CIgAAACAGFV1vRK+AAPVF6VmRz/gMAIiAAAAIAZVXXzX4/FErBYgWlT9XEjRu+4QEG4ERAAAAEAMqry+CiMkgMOqrjvEmlzA/xAQAQAAADHGNM2g9VUYIQHUvO4Q4RDwP2xzDwAAAMQQ0zQ1ZcqUwLHL5eJLMOJeZmam1qxZEzhmUWqgOkYQAQAAADEkOztblmUFjhk9hHhnmmZQOMSUS6BmjCACAAAAYkTVqWVut5vRQ4hrVXcskwhNgdowgggAAACIEVUX4M3KyopQJUDk1bRjGYtSA7UjIAIAAABiQGZmZtDoIb4II95VDUxZlBo4MgIiAAAAwOaqrrHCF2HEM9M0lZaWVm3HMtYdAo6MgAgAAACwucojJdLT0/kijLiWm5urkpKSwDHhEFA3BEQAAACAjRmGERgp4XA4tHTp0ghXBEROZmam/H5/4NjpdMZ9OGSapjIyMmSaZqRLQZQjIAIAAABsquoivKNGjYpcMUAUqDzV0uFwVFuHKB75fD4VFBTEfVCGoyMgAgAAAGyq8pdfl8vFF0DELcMw1KVLF7ndbkmHRw7df//9rMWlw7+b1NRUGYYR6VIQ5ZIiXQAAAACAY1d5apkkTZ06NYLVAJFjGEZgJJ3f72cHvyq8Xi+/D9QJI4gAAAAAm6k6tczlcvEFEHGp6mdBEiPpgHpiBBEAAABgM1XXVWH0EOJR5ZFDFdxuN1OpgHoiIAIAAABspOrUMqbTIF5VDoccDgdrDgENxBQzAAAAwCaYWgYc/hz06NEj6Nz9998vSWznDjQAAREAAABgE0wtA6Tc3NygUXQej0der5ft3IEGIiACAAAAbICpZcDh0UN+vz9w7HK5AoEQ27kDDcMaRAAAAIANVJ5aVjFiAog3ubm5gZ8dDkfQKDq2cwcahhFEAAAAQJSrOiKCKTSIdxWLUkusOwSECgERAAAAEMWqLkzt8XgiVgsQaVlZWUpNTQ3sWMa6Q0DoEBABAAAAUazywtSV11sBwLpDQCgREAEAAABRyjTNoIWp2bUM8a7qiCGv16v8/HzWHgJCgIAIAAAAiFJVRw/xJRjxzDAMFRYWyuVyMWIIaATsYgYAAABEoarb2jN6CPHKMIygdbiKi4sJS4FGQEAEAAAARJmaFqbmCzHi0YABA1RYWBh0rlmzZhGqBohtTDEDAAAAogwLUwP/m1JWWWJiYq2j6UzTZMt7oAEYQQQAAABEERamBqpPK0tJSdEnn3xyxPtUXsCaEXfAsWMEEQAAABBFWJga8S4zMzMoHHK5XEcNhyS2vAcaioAIAAAAiBIsTI14Z5qm1qxZEzh2uVxBn4MjTSNjy3ugYQiIAAAAgCjBwtSIZ6ZpavLkyYFjp9OpjRs3Bn0OKk8jAxBaBEQAAABAFMjMzAw65gsw4k3VEXOVp1tWYBoZ0HgIiAAAAIAIMwwjaFqNx+OJXDFAmJmmqbS0NJWUlATO1TaCjmlkQOMhIAIAAAAirPLUsvT0dEYPIa5kZ2cHhUN8BoDIICACAAAAIqjqVJmlS5dGqBIg/DIzM4MWZk9PT+czAEQIAREAAAAQIYZhVFuYGogXmZmZ1XYsIxwCIoeACAAAAIgA0zSDwiGXy8W0GsSNqutuOZ3OaotU15VpmsrIyJBpmqEqD4hLBEQAAABABFTdoam+X44Bu6k6ci49PV1btmyp98LTPp9PBQUFBKxAAxEQAQAAAGFmmmbQuis5OTnsyoS4UDUckhq+7pZhGEpNTa22nheAY0NABAAAAIRZ5dFDLpeLcAhxo2o4VNu6W8cybczr9So/P5/PEdBABEQAAABAGBmGETR6iKlliAeGYSglJSXoXE5OTq3Twpg2BoQfAREAAAAQRlV3LWPUA2Jd1QXZpaO/95k2BoRfUqQLAAAAAOJFZmZm0DGjIxDrTNPUlClTgs55PJ6jvve9Xi/hKRBmjCACAAAAwqDqtt61rb0CxJLc3FxZlhU4rks4BCAyGEEEAAAANLKqU2zS09P5koyYZ5qm/H5/4Jjd+oDoxggiAAAAoJHl5uYGHTd0W2/ADiq/791uN+EQEOUIiAAAAIBGVHUUBVPLEOsqtqg/ePBgtfMAohcBEQAAANBITNPU5MmTA8dut5upZYh5FVvUFxcXy+12y+12y+/3894HohwBEQAAANBIsrOzg46zsrIiVAkQHpmZmSooKJAkWZalli1bKisriy3rARtgkWoAAACgkRQVFQV+9ng8rMGCmGaaZtBOfYmJiTIMgy3rAZtgBBEAAADQCCqPlnC5XEyvQUwzDCNoOmVCQoJatWoVdE3F2kTxuBaRaZoaMGCA5s6dG+lSgFoREAEAAACNYPHixYGfp06dGsFKgMZlmqYWLVoUOPZ4PHI4HNXWHapYmygew9KK1z579uxIlwLUioAIAAAACDHDMGRZlqTDo4eYXoNYVnk7e5fLpVWrVqmsrCwwxayCYRhxuxZRxWufNGlSpEsBasUaRAAAAECIMXoI8cjhcATe7z6fL7D+UIV4XovI6/VqwoQJ6tSpk7Zv3x7pcoAaERABAAAAIcToIcQL0zQ1depUlZSUyOl0Kjs7O/B+530P2A8BEQAAABAihmEErcXC6CHEKtM0de+996qsrEySVFJSQigE2BwBEQAAABAilcMhRg8hVlUNQiUpPT09MsUACBkCIgAAACAEqm7dzeghxKKqO5Y5HA4VFBREriAAIUNABAAAADSQaZqaPHly4Njj8TB6CDGnppFDo0aNikwxAEKOgAgAAABooOzs7MDPDodDPp8vgtUAoVfTyKH777+fIBSIIQmRLgAAAACwM8MwVFRUFDhmRAVijWmamjJlStC5msIh0zSVkZFRbbolAHsgIAIAAAAaYPHixYGfPR4Po4cQc7Kzs2VZVuDY7XbXeJ3P51NBQQGfAcCmom6K2fLly5WXlye/36+uXbvq+uuvV48ePWq9/tVXX9Xrr7+u3bt3Kzk5WRkZGRo/fryaNGkSxqoBAAAQjwzDCHxxdjqdfDFGzDFNM2iEnMPhkN/vD7zXfT6fDMOQ1+uVYRiBYwD2E1UjiFauXCnTNDVmzBjl5uaqa9eumjVrlvbu3Vvj9R988IFeeOEFjR07Vo888ogmTpyojz76SC+++GKYKwcAAEA8qjx6qEWLFhGsBAi9zMzMoMXXpcNTKFNTUwNhUOURQ16vV/n5+axLBNhUVI0gWrJkiYYOHaohQ4ZIkm688UZ9/vnnWrFihTweT7Xrv/nmG/Xu3VuDBg2SJHXo0EFnn322NmzYEM6yAQAAEIcqjx6SpKysrAhWA4TemjVrAj/Xtig1I4aA2BE1AVFpaak2bdoUFAQlJCSob9+++vbbb2u8T+/evfX+++9r48aN6tGjh3788Ud98cUXOuecc2p9npKSEpWUlASOHQ6HXC5X4GfUruL3w+8putEn+6BX9kCf7INe2UMs9anyjk6zZ8+OuVETsdSrWBfqXpmmqdmzZyshIUHl5eVyOp267777qr3HJ0yYoAkTJoTkOeMBnyn7iNdeRU1AtG/fPpWXl1db8Mztdmvbtm013mfQoEHat2+f/vjHP0qSysrKdOGFF2r06NG1Ps/ChQu1YMGCwHG3bt2Um5ur9u3bN/xFxImOHTtGugTUAX2yD3plD/TJPuiVPdi9T+PHjw86juXRQ3bvVTwJVa8eeOAB+f1+SVLbtm3VqlUrtW7dWp06dTri/ebOnavZs2dr0qRJkhT4eeLEiSGpK1bwmbKPeOtV1ARE9bF+/XotXLhQN9xwg3r27KkdO3bomWee0YIFCzRmzJga73PZZZdpxIgRgeOKRHDXrl0qLS0NS9125XA41LFjR+3YsSNoODWiC32yD3plD/TJPuiVPcRCn0zTDFrz0uPxaPv27RGsqHHEQq/iRah6ZZqmZsyYEbQodVFRkfbs2aNZs2Zp1KhRR7z/rFmzVFBQoFmzZklS4Oej3S9e8Jmyj1jqVVJSUp0HxERNQJScnKyEhIRAUl3B7/fXuo3ivHnzdO6552ro0KGSpC5duqi4uFhPPvmkRo8erYSE6mtwO51OOZ3OGh/P7o0PF8uy+F3ZAH2yD3plD/TJPuiVPdi5TzNmzAj87HK55PP5bPta6sLOvYo3DemVaZrVFqSWpKZNm6pdu3bV1tyqSdVdzCp+5v0TjM+UfcRbr6ImIEpKSlL37t21bt06DRgwQJJUXl6udevWadiwYTXe5+DBg9XmBNYUCgEAAAChYBhG0OiKqVOnRrAaIHSys7ODjh0Oh1q3bq2srKw6r6/l9XqDro21dbmAWBdVacqIESP01ltv6Z133lFBQYGeeuopHTx4UIMHD5YkzZkzRy+88ELg+jPOOENvvPGGPvzwQ+3cuVNr167VvHnzdMYZZxAUAQAAIOQqb2vvcrn4AoyYYJpmUPApHf6H9/Xr1x/xPW6apjIyMmSaZmOXCCAMomYEkSQNHDhQ+/bt0/z58+X3+5WWlqYpU6YEppjt3r07aMTQ5ZdfLofDoX/961/as2ePkpOTdcYZZ+iqq66K0CsAAABALGvWrFngizSjhxALDMMI2pEvISFBDodDI0eOPOp9fT6fCgoK5PP5CEuBGBBVAZEkDRs2rNYpZdOnTw86TkxM1NixYzV27NgwVAYAAIB4ZZqmsrOzVVRUJJfLpalTp/KFGDEhLy8v6HjWrFl1fm9XXXOogmma8vl86t+/v1atWiXDMPi8ADbAPCwAAADgKCrCIUkqLi7myy5igmEYKisrCxy73e7Ae7su08e8Xq/y8/OrfR4qRhbl5eUFRhgBiH4ERAAAAMARVF2fpVmzZhGsBgiNqlPLEhMTlZWVFTiuCHnuvffeY15jyDAMpaamauTIkUpNTa02wghAdIq6KWYAAABANKm8u5PT6WTtIcSEqlPLZs6cGTQSyDAM3XvvvSorKzvmNYaq7mYGwB4IiAAAAIBaVB09dPzxx/PFF7aXmZkZmFpW25paFcc1rTEEIDYREAEAAAC1qDx6yOVy8UUZtmeaptasWRM43rhxY63XMhIIiC8ERAAAAEANqo4eOtIXacAOqq475HQ6I1cMgKjDItUAAABAFaZpasqUKYFjl8sVwWqAhjNNMygckoJHyIXi8Y+26xmA6EZABAAAAFSRm5sry7ICxyxMDTszTVOTJ08OOld5S/tQqNj1jC3tAfsiIAIAAACqOHDgQODnUH+RBsKt6kght9sdtKV9KFRsbc86XYB9sQYRAAAAUIlhGCopKQkch/qLNBBOhmEEraXl8XgaZZQPC1oD9kdABAAAAPyfquu0eDwevvTCtjIzM4N2LEtPT2cKGIBaMcUMAAAA+D9Vt7XnyzTsqmo4JEk//fRTtetYXBpABQIiAAAAQNW3tWdhatiVaZpB4VBKSkqt6wOxuDSACkwxAwAAAHR457IKTC2DXRmGETRN0ul06pNPPjni9T6fj8WlATCCCAAAAJD+t3OZ0+lkNAVsqeoaWpI0fPjwI04h83q9ys/PJxAFQEAEAAAAmKYZ2LmstLQ0wtUAx27u3LmaNGlS0DmPx6NVq1YFppCx3hCAIyEgAgAAQNyrPL1s1KhREawEqJ/bbrst6DgnJycwdaxi/aFQrjdE2ATEHgIiAAAAxDXTNOX3+yWxcxnsxzRNnXjiiTp06FDgnMvlCvxceQpZ5bCooVjcGog9BEQAAACIa5VHDzVt2jSClQDHxjRN3XvvvUG77zmdThUVFdUY3IRyvaFQhk0AogMBEQAAAOJW5dFDkpSVlRW5YoBjYJqmpkyZorKyssA5l8ul7OzssAQ3LG4NxB62uQcAAEDcys7ODvzscDj4sgtbqLqVvSS1bdtWd999t6699lrexwDqhRFEAAAAiEuGYQRNzWFxathF1XCoAsEQgIYgIAIAAEBcqvwl2+PxsNgubIE1fwA0FgIiAAAAxJ2qW3MTDsEOTNMMCjbT09Pldrvldrs1a9asY34stqkHUBlrEAEAACDuVN65zOPxRK4Q4BhUft+6XC4tXbpU0uH1szp16qTt27fX+bEqb1PP1DQAEiOIAAAAEGdM09TevXslSW63m9FDiHoVo30OHjwo6XAgNHXq1AY9JtvUA6iKEUQAAACIG6ZpavLkyYFjtrWHHVSM9nG73WrXrp0Mw2jwqB+v18vIIQBBGEEEAACAuMG29rCjitE+WVlZys/P530LoFEQEAEAACBusK097KLyItJer5dgCECjIyACAABAXKi81orL5WLtIUS17OxsFRQUBI16qxwasQsZgFBjDSIAAADEvKrbgzd0gV+gsRUXFwf9rxS885ikwM8TJkyISI0AYgsjiAAAABDzKo/CcLlcTNVB1KoYGXTqqacqMTExaCpk5Z3H2IUMQKgxgggAAAAxzTTNoLWHGD2EaGUYRtBItx9++CHo9qo7jxF0AgglRhABAAAgpjF6CHZQdRqknUYGsR4SEBsIiAAAABCzGD0EOzAMQ5MnTw4cezweWwWZVddGAmBPBEQAAACIWZVHD9ntSzfiR15eXuDnnJwc2wUtrIcExAYCIgAAAMQkwzACo4ccDoftvnQj9hmGoS5duqhjx45KTEy0bYjp9XqVn59vy9oB/E+9FqnesmWLCgoKNGjQoMC51atXa+HChSopKdGgQYOUmZkZsiIBAACAY1F1PZfKO0EB0aDygtQ7duyotiA1AIRbvUYQ/fOf/9TKlSsDxzt37tRDDz2knTt3SpKeffZZvfnmm6GpEAAAADhGVRemZvQQoknV3cpGjhwZuWKOAYtRA7GtXgHR999/r1/96leB43fffVcJCQnKzc3V/fffr7POOktvvPFGyIoEAAAA6qry1DKJhakRfRYvXhz42ePx2CbAZDFqILbVKyD65Zdf1KpVq8DxF198oVNPPVXJycmSpFNPPVU7duwITYUAAADAMag8MsOua7ogNpmmqR49esiyLEn2G93GYtRAbKtXQOR2u1VYWChJ+vnnn7Vp0yadeuqpgduLi4vlcDhCUyEAAABQB6ZpKi0tLeicnb58I7aZpqnJkyfbenQbi1EDsa1ei1SfeeaZWrZsmQ4dOqSNGzfK6XRqwIABgdu///57HX/88SErEgAAADia3NxclZSUBI49Hk/kigEqMU1TU6ZMCToXD6PbTNOUz+eTYRgx/1qBWFCvEUTjxo1TRkaG3n//fe3du1e///3v5Xa7JR2efvbxxx8HjSgCAAAAGtuBAwcCP6enpzN6CFGhIhyqmFYm2WvdoYZgzSLAXuo1gqhZs2a69dZba71t7ty5atKkSYMKAwAAAOrKMIzA6CGHw6GlS5dGuCLgsOzs7EA45HA4dP/998fNaBrDMAIjiABEv3oFRFX98ssvatasmRISEpSQkKDmzZuH4mEBAACAo6q6ZfioUaMiVwxQRXFxceDneAqHpMNrFsXT6wXsrl5TzCTpu+++06xZs3TNNdfo+uuv11dffSVJ2rdvnx544AGtX78+ZEUCAAAAtakcDtltVyjErszMTKWkpKh169ZKTEyM2TWHTNNURkaGTNOMdCkAGqheAdE333yjqVOnaseOHTrnnHOC5tMmJyfrl19+0RtvvBGyIgEAAICaVJ26YrddoRCbDMPQmjVrJEl+v18//PBDzAaXrDMExI56BUQvvviiUlJS9Kc//UlXXXVVtdv79OmjjRs3Nrg4AAAAoDZVp5bF6ggN2IdhGEpJSQl6X6anp0euoDAwDEOpqamsMwTEgHoFRN99950GDx4sp9Mph8NR7fa2bdvK7/c3tDYAAACgRqZpMrUMUaVqYCkdDi1jfcF0r9er/Px8wlkgBtQrIEpMTAyaVlbVnj171KxZs3oXBQAAABxJ1alkTC1DpOXl5QUdp6enE1oCsJV6BUQ9e/bUxx9/XONtxcXFeuedd3TyySc3qDAAAACgNhVb2ktSTk4OoxcQcSNHjgz8HA8jhwDEnnoFRFdccYU2bdqknJwcffHFF5KkLVu26K233tKkSZO0b98+XX755SEtFAAAAKhQsa5Leno64RCigs/nU2FhoQoLCxk5BMCW6j2CaPLkydqxY0fgD7/nnntOTz75pMrLyzV58mR17do1pIUCAAAAFZYuXarCwkJGaSBqsN07ALtLqu8dTznlFP35z3/Wli1btH37dlmWpeOPP17du3evceFqAAAAAIhFlReo9vl8jGoDYEv1DogqpKWlKS0tLQSlAAAAAIC9ZGZmas2aNYFjtnsHYFd1Coi++uqrej04C1UDAAAAiGWVwyGPx8PoIQC2VaeAaMaMGfV68Hnz5tXrfgAAAAAQzQzDUF5entxut/x+P9vaA7C9OgVE06ZNa+w6AAAAAMAWKq859N///leFhYWRLQgAQqBOARFTxQAAAABAGjBgQFAgNHLkyAhWAwChU69t7gEAAAAg3pimGRQOeTweppUBiBl1GkH02GOPyeFw6He/+50SEhL02GOPHfU+DodDN910U4MLBAAAAIBIq7pbWUpKCuEQgJhSp4Bo/fr1cjgcKi8vV0JCgtavX3/U+zgcjgYXBwAAgPhkmqZ8Pp8Mw2BXKEScYRhB4VBOTg7vSwAxp04BUdVknKQcAAAAjcnn86mgoEA+n48v4ogo0zQDC1JLktPp5D0JICbVaQ2irKwsrV69OnD87rvvaufOnY1VEwAAAOKYaZrav3+/3G63DMOIdDmIY6ZpasqUKUHnsrOzI1QNADSuOgVE33//vfbt2xc4fuyxx/Ttt982WlEAAACIT4ZhaPLkyfL7/WrZsiUjNRAxFe9Fy7IkHV5Cg6llAGJZnQKi9u3b68svv1R5eXlj1wMAAIA4lpeXF/iZ0UOIFMMwgqaVORwO3X///YRDAGJandYguvDCC/X888/rgw8+UJMmTSRJc+fO1d/+9rcj3u/ZZ59teIUAAACIGyNHjlReXp5GjhzJl3FERNU1hyQRDgGIC3UKiC699FJ17dpV69evl9/v17vvvqsTTzxRxx9/fGPXBwAAgDji8/nYEAURY5qmJk+eHHSOaWUA4kWdAiJJSk9PV3p6uqTDi1RfeOGFGjRoUKMVBgAAgNhnGEZgxBDBECKJcCh6maYpn88nwzDoB9CI6rQGUVXz5s0jHAIAAECDLV68WGVlZVq8eHGkS0Ecqykc8ng8hBFRwufzqaCggBAZaGT1CogAAACAhjBNU3369AnsENWsWbMIV4R4VnXreo/HQxgRRQzDUGpqKgvXA42szlPMAAAAgFCZMWOGioqKJEmJiYmaOnVqhCtCvDIMI/BelAiHopHX62U0FxAGjCACAABAWM2dOzfoC/nMmTP58oeIqLqdvcvlIhwCELcIiAAAABBWs2fPDvzMOi+IlJrCIUayAYhnBEQAAABodKZpKiMjQ6ZpatKkSUpNTVVOTg6jNRARpmlWC4c2btxIWAkgrjVoDaL9+/dr7dq12rVrlySpffv26tu3r1q1alXvx1y+fLny8vLk9/vVtWtXXX/99erRo0et1x84cEAvvviiPvnkE+3fv1/t27fXhAkT1K9fv3rXAAAAgNDJzMzUmjVrJB0ePfTzzz9r1KhRgQWqgXCqOnJIEiOHAEANCIjmz5+vxYsXq7S0NPgBk5J06aWX6sorrzzmx1y5cqVM09SNN96onj176tVXX9WsWbP06KOPqnXr1tWuLy0t1cyZM5WcnKw77rhDbdu21e7du9W8efP6viwAAACEkGmagXAIiLSqI4ckpjkCQIV6BUQLFizQv//9b51++ukaNmyYTjjhBEnStm3btHz5cr388stKTEzUmDFjjulxlyxZoqFDh2rIkCGSpBtvvFGff/65VqxYIY/HU+36t99+W/v379d9992npKTDL6VDhw71eUkAAABoBFWnkE2aNClClQDVt7PPyckhHAKA/1OvgOiNN97QGWecobvvvjvofIcOHXTaaadp9uzZeuONN44pICotLdWmTZuCgqCEhAT17dtX3377bY33+eyzz9SzZ089/fTTWrVqlZKTk3X22WfL4/EoIaHm5ZVKSkpUUlISOHY4HHK5XIGfUbuK3w+/p+hGn+yDXtkDfbIPehWdbr755sCi1JMmTdKECRMk0Sc7iLXP1CWXXFJtO/uK96PdxVqvYhV9so947VW9AqJffvlFp512Wq239+vXT1999dUxPea+fftUXl4ut9sddN7tdmvbtm013ufHH3/Url27NGjQIE2ePFk7duzQU089pbKyMo0dO7bG+yxcuFALFiwIHHfr1k25ublq3779MdUbzzp27BjpElAH9Mk+6JU90Cf7oFfRYe7cubrnnnskHR6lMXHixKDb6ZN9xEKvzjzzzKCpjldddZVeeOGFCFbUOGKhV/GAPtlHvPWqXgHRr371K23YsEEXXXRRjbdv2LBBvXv3blBhdWFZlpKTk/W73/1OCQkJ6t69u/bs2aNXXnml1oDosssu04gRIwLHFYngrl27qq2nhGAOh0MdO3bUjh07WFQyitEn+6BX9kCf7INeRZfJkyfL7/dLkmbNmqVRo0ZJok92Eku9WrVqVeBnp9Ophx9+WNu3b49gRaEVS72KZfTJPmKpV0lJSXUeEFOvgOjGG2/UrFmz9I9//EPDhg0LrPuzc+dOLV++XBs2bNCUKVOO6TGTk5OVkJAQ+ItEBb/fX21UUQW3262kpKSg6WQpKSny+/0qLS0NrEtUmdPplNPprPHx7N74cLEsi9+VDdAn+6BX9kCf7INeRReHwyHDMKr1hD7ZRyz0Kj09XWvWrJHT6VR2drbtX09tYqFX8YA+2Ue89apOAZHX6602966srEzLli3TsmXLAgFNeXm5pMMhzF133aVnn3227oUkJal79+5at26dBgwYEHi8devWadiwYTXep3fv3vrwww9VXl4eqGH79u1q06ZNjeEQAAAAGpdpmvL5fBo8eLBWrVolwzBYBBgRt3Tp0kiXAABRr04pSkZGRlgWZxoxYoR8Pp+6d++uHj16aOnSpTp48KAGDx4sSZozZ47atm2r8ePHS5Iuuugivfbaa4GRTDt27NDChQt1ySWXNHqtAAAAqM7n86mgoECSlJ+fH+FqAABAXdUpIDIMo7HrkCQNHDhQ+/bt0/z58+X3+5WWlqYpU6YEppjt3r07KKg67rjjdM899+jZZ5/VXXfdpbZt2+qSSy4J2gkNAAAA4WMYhnw+X9j+/ggAAELDYcXThLoj2LVrl0pKSiJdRlRzOBzq1KmTtm/fHlfzMO2GPtkHvbIH+mQf9Moe6JN90Cv7oFf2QJ/sI5Z65XQ6G3eRaunw+kCrV6/Wzp07tX///hqvGTNmTH0fHgAAAAAAAGFSr4Dou+++08MPP6yffvrpiNcREAEAAAAAAES/egVETz31lA4dOqS77rpLJ510klq0aBHqugAAAAAAABAm9QqIfvjhB40bN079+/cPdT0AAAAAAAAIs4T63Klt27a2X6gJAAAA9WeapjIyMmSaZqRLAQAAIVCvgGjUqFF666239Msvv4S6HgAAANiAz+dTQUGBfD5fpEsBAAAhUK8pZsXFxWrWrJluvfVWDRw4UMcdd5wSEqpnTSNGjGhwgQAAAIg+hmHI5/PJMIxIlwIAAEKgXgHRc889F/j5tddeq/U6AiIAAIDY5PV65fV6I10GAAAIkXoFRHPmzAl1HQAAAIhipmkGRgwRDAEAEHvqFRC1b98+1HUAAAAgiuXm5srv9ys3N5eACACAGFSvRarvv/9+ffDBBzp06FCo6wEAAAAAAECY1WsE0Y8//qi//vWvatasmc4880yde+656tu3rxwOR6jrAwAAQBTIyspiUWoAAGJYvQKiP//5z9q4caPef/99ffTRR3r//ffldrs1aNAgnXPOOUpLSwtxmQAAAAi3qusOMbUMAIDYVa+ASJJ69OihHj16aMKECVq7dq3ef/99vfnmm1qyZIlSU1N17rnnatCgQWrXrl0o6wUAAECY+Hw+FRQUyOfzEQ4BABDj6h0QVUhISNBpp52m0047TQcOHNCTTz6pjz/+WC+88IJefPFF9enTR8OHD1e/fv1CUS8AAADCxDAMppUBABAnGhwQSdJ//vMfvffee8rPz9f+/fvVuXNnnXvuuUpKStKKFSuUm5ur0aNH68orrwzF0wEAACAMmFYGAED8qHdAVFBQoPfee08ffvihdu/erdatW+u8887TueeeG7QGUWZmpp544gm99tprBEQAAABRruq6QwAAID7UKyC666679MMPP8jpdKp///664YYblJ6eroSEhBqv79Onj95+++0GFQoAAIDGZZqmpkyZIsuylJubS0AEAEAcqVdA1KJFC/3ud7/TWWedpebNmx/1+jPPPFNz5sypz1MBAAAgDEzT1L333ivLsiJdCgAAiIB6BUTTp08/puubNm2q9u3b1+epAAAAEAY+n09lZWVyOBxq3bq1srKyIl0SAAAIowYtUv3DDz/oiy++0K5duyRJ7du31+mnn64uXbqEpDgAAACER+Udy5haBgBA/KlXQFRSUqInn3xS7733niTJ4XBIkizL0gsvvKBzzjlHEydOVFJSSDZJAwAAQCOpvCh1fn5+pMsBAAARUq8E5/nnn9d7772niy66SJdccomOP/54ORwO7dixQ0uXLtUbb7yhli1b6rrrrgtxuQAAAAiVzMxMrVmzRtLhKWaMHAIAIH7VvO3YUbz//vs655xz9Jvf/EYnnHCCEhMTlZCQoBNOOEE33HCDBg0apPfffz/UtQIAACBEKodD0uEpZgAAIH7VKyAqLS1Vr169ar29d+/eKisrq3dRAAAAaDymaQaFQ+np6YweAgAgztUrIEpPT9fq1atrvX316tU69dRT61sTAAAAGolhGJo8eXLgOD09XUuXLo1gRQAAIBrUKyAaN26cdu3apYceekhffvmldu3apV27dmnt2rV68MEHtWvXLo0bN0779+8P+g8AAACRY5qmFi1aFDh2u92EQwAAQFI9F6n+wx/+IOnwNveffvrpEa+pbN68efV5OgAAADSQaZpBI4dcLpeysrIiWBEAAIgm9QqILr/88sDW9gAAAIh+ubm5gZ8dDoc2btwYwWoAAEC0qVdAdMUVV4S6DgAAADSSzMxM+f3+wPGoUaMiVwwAAIhK9QqIAAAAYB+VdyzLyclhxzIAAFBNnQKiBQsWSJJGjx6thISEwPHRjBkzpv6VAQAAoEEMw1BeXp7cbrf8fj/b2QMAgFrVKSB66aWXJEkej0cJCQmB46MhIAIAAIiMzMzMwMih//73vyosLIxwRQAAIJrVKSCquvsYu5EBAABEJ9M0lZ2draKiosC5kSNHRrAiAABgB6xBBAAAEEOmTp2qkpKSwHF6erp8Pl8EKwIAAHaQEOkCAAAA0HCmaSotLS0oHPJ4PFq6dGkEqwIAAHZBQAQAABADGDkEAAAagoAIAADA5jIzM6uFQ4wcAgAAx4KACAAAwKYqppVV7FYmEQ4BAID6qVNAtHTpUm3btq2xawEAAMAxqGlaGeEQAACojzoFRM8++6w2bdoUOL7yyiv1wQcfNFpRAAAAODKmlQEAgFCq0zb3LVu2lN/vb+RSAAAAUBcDBgxQYWFh4JhwCAAANFSdAqKTTz5ZL730krZs2aLmzZtLkt599119++23td7H4XDo//2//xeaKgEAACDTNJlWBgAAGkWdAqIbbrhB//jHP7R27Vrt3btXkrR27VqtXbv2iPcjIAIAAAid7OzsoHAoJSWFcAgAAIREnQKi1q1b67bbbgscX3nllbrllls0aNCgRisMAAAA/5OZmamioqLAMSOHAABAKNVrm/ubbrpJvXr1CnUtAAAAqEFmZmbQVvYul4twCAAAhFSdRhBVNXjw4MDPBQUF2rVrlySpffv2Sk1NDUlhAAAAkAzDCAqHnE6npk6dGsGKAABALKpXQCRJn376qUzT1M6dO4POd+jQQRMmTFD//v0bXBwAAEA8M01TixYtChwzrQwAADSWegVEn3/+uR5++GG1b99eV111VWDUUEFBgd566y099NBDmjRpkk477bRQ1goAABBXsrOzg44JhwAAQGOpV0D073//W127dtWMGTPUrFmzwPn+/ftr2LBhmjp1ql566SUCIgAAgHqquii1x+OJXDEAACDm1WuR6h9++EHnnXdeUDhUoVmzZho8eLB++OGHBhcHAAAQj6quO+TxeOTz+SJYEQAAiHX1CoicTqf2799f6+379++X0+msd1EAAADxyjCMausOEQ4BAIDGVq+A6JRTTtHSpUv17bffVrttw4YNWrZsmfr27dvg4gAAAOJJ1UWp2c4eAACES73WILrmmmt0zz336I9//KN69OihE044QZK0bds2bdy4Ua1bt9bVV18d0kIBAABiXdVFqdnOHgAAhEu9RhB16NBBDz30kC655BIdOHBAK1eu1MqVK3XgwAFlZmbqwQcfVIcOHUJdKwAAQEwyTVNpaWnVFqX2er0RrAoAAMSTeo0gkqTWrVvruuuuC2EpAAAA8Sk7O1slJSWBYxalBgAA4VavEUQAAAAIjarb2bMoNQAAiAQCIgAAgAjJzMystp09i1IDAIBIICACAACIkMrhECOHAABAJBEQAQAAhJlhGEpJSQkcp6enM3IIAABEFAERAABAGJmmqUWLFgWdGzduXGSKAQAA+D8ERAAAAGFimqYmT55c7TxTywAAQKTVKyAqLi7WY489psLCwlDXAwAAEJNqCoecTqfcbrcMw4hQVQAAAIfVKyAqKSnRu+++q59//lmS9Msvv2jGjBnavHlzSIsDAACIFVOnTg069ng82rJli9avXy+v1xuhqgAAAA5LquuFhmGoV69e6tmzpzp27Bh0W1lZmb766isdOHAg5AUCAADYXWZmpkpKSgLHHo+HaWUAACCq1DkguuSSS7Rhwwbl5eVpz549kqQXXnhBZ5xxhrp27dpoBQIAANhZZmYm29kDAICoV+eAaMSIEYGft27dqjvvvFOtWrXSypUrNX/+fEnS888/r759+6p3797q1auXWrVqFfqKAQAAbMIwjGrhENvZAwCAaFTngGj79u3q1KmTJMntdkuSRo4cqVNOOUXbtm3TH/7wB7Vp00br16/Xq6++qtLSUs2bN69RigYAAIh2hmEEbWfvdDoJhwAAQNSqc0B0++23q2XLlurRo4c6d+4sSSovL5ekwEihzMxMnXLKKTp06BALVgMAgLhVNRySpOzs7MgUAwAAUAd1DogeeOABbdiwQRs3btTq1aslSbNnz9aJJ56onj17SvpfYNSkSRP17t079NUCAABEuZrCoZycHHYqAwAAUa3OAVHXrl3VtWtXXXDBBdq3b59uvPFGeTweFRcX68svv5R0+C8/Xbp0Ua9evdS7d28NGjSo0QoHAACINjWFQx6Ph3AIAABEvToHRJU5HA5J0sknn6xTTjklEBiNGTNGZWVl+uabb/Tee+8REAEAgLjCyCEAAGBX9QqIEhISdNxxx6lJkyaS/hcY9e7dW6eccoqk/003AwAAiHWmaWrq1KlB5wiHAACAndQrIGrRooV8Pl/gODExUSeffLJatGgROJeQkNDw6gAAAGxg6tSpKikpCRwzrQwAANhNvQKiqpo3b65p06aF4qEAAABsJTMzMygcSk9PD/qHNAAAADtgmA8AAEA9GYahNWvWBI7T09O1dOnSCFYEAABQPwREAAAA9ZSXlxf4mXAIAADYWVQGRMuXL5dhGLr66qs1ZcoUbdy4sU73+/DDD3XFFVfogQceaOQKAQBAPDMMQ126dFGrVq0kEQ4BAAD7i7qAaOXKlTJNU2PGjFFubq66du2qWbNmae/evUe8386dO/Xcc8/ppJNOClOlAAAgHmVmZmrRokUqKyuT3++XJP3000+RLQoAAKCBoi4gWrJkiYYOHaohQ4YoNTVVN954o5o0aaIVK1bUep/y8nL99a9/1RVXXKEOHTqEsVoAABBPalpzKDU1VYZhRLAqAACAhgvJLmahUlpaqk2bNsnj8QTOJSQkqG/fvvr2229rvd+CBQuUnJys888/X19//fURn6OkpCRopxGHwyGXyxX4GbWr+P3we4pu9Mk+6JU90Cf7aOxe/f73v9eiRYsCx06nU8uWLWuU54plfKbsg17ZB72yB/pkH/Haq6gKiPbt26fy8nK53e6g8263W9u2bavxPv/5z3/09ttv13ndoYULF2rBggWB427duik3N1ft27evd93xpmPHjpEuAXVAn+yDXtkDfbKPxujV+PHjg8IhSWrVqpUWL16siRMnhvz54gGfKfugV/ZBr+yBPtlHvPUqqgKiY1VUVKS//vWv+t3vfqfk5OQ63eeyyy7TiBEjAscVieCuXbtUWlraKHXGCofDoY4dO2rHjh2yLCvS5aAW9Mk+6JU90Cf7aKxemaapF198Meic2+3Wnj17NGvWLI0aNSpkzxUP+EzZB72yD3plD/TJPmKpV0lJSXUeEBNVAVFycrISEhICCz5W8Pv91UYVSdKPP/6oXbt2KTc3N3Cuonnjxo3To48+Wi3xczqdcjqdNT6/3RsfLpZl8buyAfpkH/TKHuiTfYSyV6ZpavLkyUHnPB6PMjIy5PP5ZBgG74t64jNlH/TKPuiVPdAn+4i3XkVVQJSUlKTu3btr3bp1GjBggKTDC1CvW7dOw4YNq3b9CSecoIceeijo3L/+9S8VFxfruuuu03HHHReWugEAQOypKRzKycmR1+uVpMD/AgAAxIKoCogkacSIEfL5fOrevbt69OihpUuX6uDBgxo8eLAkac6cOWrbtq3Gjx+vJk2aqEuXLkH3b9GihSRVOw8AAFBXhmFUW3PI5XIRCgEAgJgVdQHRwIEDtW/fPs2fP19+v19paWmaMmVKYIrZ7t27424lcQAAED6madYYDk2dOjUyBQEAAIRB1AVEkjRs2LAap5RJ0vTp0494X8MwGqEiAAAQD2oaOeTxeOTz+SJTEAAAQJgkRLoAAACAaFDTyCG32004BAAA4kJUjiACAAAIp9rWHMrKyopMQQAAAGFGQAQAAOJabSOH1q9fH5mCAAAAIoCACAAAxC1GDgEAABxGQAQAAOJSZmam1qxZE3SOBakBAEC8YpFqAAAQdwiHAAAAgjGCCAAAxJWawqGcnBx5vd4IVQQAABB5jCACAABxwTRNZWRkBIVDTqeTcAgAAECMIAIAAHHANE3de++9KisrC5xzOp3asmVL5IoCAACIIowgAgAAMS83N1dlZWVyOBzyeDxKTU1VdnZ2pMsCAACIGowgAgAAcaN169YsRA0AAFADRhABAICYl5WVpdTUVGVlZUW6FAAAgKhEQAQAAGJOxYLUpmlKkrxer/Lz81mMGgAAoBYERAAAIOb4fD4VFBQwnQwAAKCOCIgAAEDMMQxDqampMgwj0qUAAADYAotUAwCAmOP1eplOBgAAcAwYQQQAAAAAABDnCIgAAAAAAADiHAERAAAAAABAnCMgAgAAtlF1+3oAAACEBgERAACwDbavBwAAaBwERAAAwDbYvh4AAKBxsM09AACwDbavBwAAaByMIAIAAAAAAIhzBEQAAAAAAABxjoAIAAAAAAAgzhEQAQAAAAAAxDkCIgAAAAAAgDhHQAQAAAAAABDnCIgAAAAAAADiHAERAACIKNM0lZGRIdM0I10KAABA3CIgAgAAEeXz+VRQUCCfzxfpUgAAAOIWAREAAIgowzCUmpoqwzAiXQoAAEDcSop0AQAAIL55vV55vd5IlwEAABDXGEEEAAAAAAAQ5wiIAAAAAAAA4hwBEQAACAt2KwMAAIheBEQAACAs2K0MAAAgehEQAQCAsGC3MgAAgOjFLmYAACAs2K0MAAAgejGCCAAAAAAAIM4REAEAAAAAAMQ5AiIAAAAAAIA4R0AEAABCgm3sAQAA7IuACAAAhATb2AMAANgXAREAAGiQipFD/fv3Zxt7AAAAm2KbewAAUC+macrn82n//v3y+/2SpPz8/MgWBQAAgHphBBEAAKiXiillkhg5BAAAYHMERAAAoF4Mw1BqaqqysrKUn58vr9cb6ZIAAABQTwREAACgzirvVOb1egmGAAAAYgQBEQAAqBPTNHXvvfeyUxkAAEAMIiACAAB14vP5VFZWpsTERNYbAgAAiDEERAAAoE4q1hyaOXMm08oAAABiDNvcAwCAOvF6vQRDAAAAMYoRRAAAIEjlhagBAAAQHwiIAABAEJ/Px0LUAAAAcYaACAAABKlYa4iFqAEAAOIHAREAAHGu6pQyr9er/Px81hsCAACIIwREAADEOaaUAQAAgIAIAIA4x5QyAAAAsM09AABxju3rAQAAwAgiAAAAAACAOEdABAAAAAAAEOcIiAAAiHFVdykDAAAAqiIgAgAgxrFLGQAAAI6GgAgAgBhVMXKof//+7FIGAACAI2IXMwAAYlTFyCFJys/Pj3A1AAAAiGaMIAIAIEZUXWvIMAxGDgEAAKBOCIgAAIgRVdca8nq9ys/Pl9frjXBlAAAAiHYERAAAxAhGDAEAAKC+CIgAALAp0zTVp08f9enTR6ZpMmIIAAAA9UZABACATfl8Pvn9fvn9frawBwAAQIMQEAEAYCOVRw31799fbrdbbrebaWUAAABoELa5BwDARipGDUnSqlWrtH79+sgWBAAAgJjACCIAAGzEMAxGDQEAACDkCIgAAIhipmkqIyNDpmlKOrx1/fr167V+/XoWowYAAEDIROUUs+XLlysvL09+v19du3bV9ddfrx49etR47Ztvvqn33ntPW7dulSR1795dV111Va3XAwBgJz6fTwUFBfL5fARCAAAAaDRRN4Jo5cqVMk1TY8aMUW5urrp27apZs2Zp7969NV7/1Vdf6eyzz9a0adM0c+ZMtWvXTjNnztSePXvCXDkAAKFnGIZSU1OZTgYAAIBGFXUB0ZIlSzR06FANGTJEqampuvHGG9WkSROtWLGixutvvfVWXXzxxUpLS1NKSoomTpwoy7L05ZdfhrlyAAAazjAMdenSJRAIeb1e5efnM3oIAAAAjSqqppiVlpZq06ZN8ng8gXMJCQnq27evvv322zo9xsGDB1VaWqqWLVvWeHtJSYlKSkoCxw6HQy6XK/Azalfx++H3FN3ok33QK3sIV59M09ScOXNUWFgoy7KUl5enxx57rFGfM9bwmbIH+mQf9Mo+6JU90Cf7iNdeRVVAtG/fPpWXl8vtdgedd7vd2rZtW50e4/nnn1fbtm3Vt2/fGm9fuHChFixYEDju1q2bcnNz1b59+3rXHW86duwY6RJQB/TJPuiVPTR2nx544AHt2bNHTqdT5eXluuKKK9SpU6dGfc5YxWfKHuiTfdAr+6BX9kCf7CPeehVVAVFDLVq0SB9++KGmT5+uJk2a1HjNZZddphEjRgSOKxLBXbt2qbS0NCx12pXD4VDHjh21Y8cOWZYV6XJQC/pkH/TKHsLVp/LycklSixYt9NVXX0mStm/f3mjPF4v4TNkDfbIPemUf9Moe6JN9xFKvkpKS6jwgJqoCouTkZCUkJMjv9wed9/v91UYVVfXKK69o0aJF+uMf/6iuXbvWep3T6ZTT6azxNrs3Plwsy+J3ZQP0yT7olT2Euk+macrn88kwDHm9XmVlZQWOeT80DJ8pe6BP9kGv7INe2QN9so9461VULVKdlJSk7t27a926dYFz5eXlWrdunXr16lXr/RYvXqx///vfmjJlik488cRwlAoAQINU3r5eYjFqAAAARFZUBUSSNGLECL311lt65513VFBQoKeeekoHDx7U4MGDJUlz5szRCy+8ELh+0aJFmjdvnm666SZ16NBBfr9ffr9fxcXFEXoFAADUzjRNZWRkqH///mxfDwAAgKgRVVPMJGngwIHat2+f5s+fL7/fr7S0NE2ZMiUwxWz37t1BK4m/8cYbKi0t1Z/+9KegxxkzZoyuuOKKcJYOAECtKqaU7d+/PzCVOj8/P7JFAQAAAP8n6gIiSRo2bJiGDRtW423Tp08POq4Ymg8AQDSrmFLmdrsZOQQAAICoE3VTzAAAiAUVU8lM05QkGYah1NRUZWVlsdYQAAAAog4BEQAAjYBFqAEAAGAnBEQAAIRI5VFDFSOGmEoGAAAAO4jKNYgAALCjyqOGGC0EAAAAO2EEEQAAIcKoIQAAANgVAREAAPVgmqb69OmjPn36BBaiZp0hAAAA2BUBEQAA9eDz+eT3++X3+wMLUQMAAAB2RUAEAEA9GIYht9stt9vNlDIAAADYHgERAAB1UHmHMunwdLL169dr/fr1TCkDAACA7REQAQBQg6qB0Jw5cwI7lAEAAACxhoAIAIAqTNPUvffeq4KCAs2ZM0eSdPPNN7NDGQAAAGJWUqQLAAAgmlSEQ2VlZUpMTNTNN98s6fCUsmuvvTbC1QEAAACNgxFEAABU4vP5AuHQzJkzWV8IAAAAcYGACAAQ1zIzM5WSkqLMzExJh3cnS01NJRwCAABAXGGKGQAgLpmmKZ/Pp4KCAknSmjVrJB2eSkYwBAAAgHhDQAQAiCumaSo3N1d79+6VZVlyOp0qKSlRenp6pEsDAAAAIoaACAAQV3w+n/x+vyQpMTFR2dnZjBgCAABA3GMNIgBAXDEMQ263W263m3WGAAAAgP9DQAQAiFmmaSojI0OmaQbOeb1erV+/XuvXryccAgAAAP4PAREAIGZVLELt8/kiXQoAAAAQ1QiIAAAxq2LLesMwIl0KAAAAENUIiAAAtlfTVDLp8HSy/Px8ppIBAAAAR0FABACwrYpgKDc3l6lkAAAAQAMQEAEAbKtijSFJTCUDAAAAGoCACAAQ9UzTVJ8+fdSnT5+gaWQVawxlZWUxlQwAAABoAAIiAEDUqgiGpkyZIr/fL7/fHzSNjDWGAAAA6sYwDKWkpCglJUVdunSptnYjQEAEAIg6VYMhy7LkcDjkdruZRgYAAFAPeXl5gZ/LysqUm5sbwWoQjZIiXQAAANLhf9VavHixkpKSVFpaKsuyJEkOh0OtW7dWVlYWI4UAAADqaeTIkVq0aFGky0AUYwQRACCiKnYiW7RokSzLUklJSdCIofvvv1/r168nHAIAAGgAn8+nwsJC5eTkBNZwBCpjBBEAIOxM05TP55NhGEE7kVVwu92MGAIAAGgEXq+Xv2OhRgREAICwMQxDeXl5atKkiYqKioJCov79+2vVqlUyDIO/tAAAAABhRkAEAGhUlUcL5eXlqaysTMXFxUpNTQ2EQQRCAAAAQGQREAEAQsowjMACiC6XS02bNg1sTz9y5Ejl5eVp5MiRQdvVAwAAAIgsAiIAQEhU7EJWsfuYJBUVFalp06ZBo4UIhgAAAIDowy5mAIB6q9iBzDRN5eXlBYVD0uERRFlZWcrPz2caGQAAABDFCIgAAPVWsQNZxfQxh8Mhl8ulnJwcFRYWauPGjQRDAAAAgA0QEAEA6qTyaKEKhmEEpo9VhEWEQgAAAID9EBABAGpUNRCqPFqogtfrZfoYAAAAEAMIiAAAQSqCodzc3KBAqPJoIQAAAACxhV3MAACSDgdAeXl5atKkiYqKiuR2u4MCIa/Xy0ghAAAAIEYREAFAHDJNU9nZ2SoqKpIkpaSkaMeOHSorK1NxcXHQtvQAAAAAYh8BEQDEkaqjhCoUFhbK4/EoLy9PI0eODFpnCAAAAEDsIyACgBhnmqZyc3N18ODBQChUXFwsl8sVNILI5/MRDAEAAABxioAIAGJQ1SlkVY0aNYowCAAAAEAAAREAxAjTNOXz+dSuXTutWbMm6DaHw6FmzZqpadOmysrKYm0hAAAAAEEIiADAxgzD0KJFiyQpMGWsoKAg6BqXy6WpU6cSCgEAAACoFQERANhU5XBIUmD3sXbt2mndunUsNg0AAACgzgiIAMAmMjMztWbNGqWnp2vp0qXKy8sLup11hQAAAADUV0KkCwAA1MwwDKWmpiotLU19+vQJrCtU8b8jR46Uw+GQy+VSTk4O4RAAAACAemMEEQBEidp2HispKZHf75fT6VRJSYnS09MliW3pAQAAAIQMAREAREDV9YMkBQKgqpxOp1q0aMHuYwAAAAAaDQERAITJgAEDVFhYqMTERJWXl1e7vaSkJLATmcTuYwAAAADCh4AIAMKksLBQklRWVhYUBFWoWHwaAAAAAMKNRaoBIExSUlIkSYmJiZo6daq2bdsmy7K0bds2FRYWEg4BAAAAiBhGEAFAmHzyySeRLgEAAAAAasQIIgAAAAAAgDhHQAQAAAAAABDnCIgAAAAAAADiHAERAAAAAABAnGORagAxIzMzU2vWrAk6x9bxAAAAAHB0BEQAbMU0TU2dOlUlJSV1ur5qYAQAAAAAqI6ACEDUMU1Tubm5OnDgQCAISkg4PCO2vLz8mB4rPT095PUBAAAAQKwhIAIQMYZhaNGiRZIkj8cjScrLy1N5ebksywq6ti7BUGJiombOnCmv1xvqUgEAAAAgphEQAWg0R5oO5nQ6g87n5eVJksrKymp8rKojiFhbCAAAAABCh4AIQEhUHg1UF1VDo5EjR0o6HBS1atVKfr+fEAgAAAAAwoSACECd1bRLWH05nU61aNFCWVlZQVPCfD5fSB4fAAAAAFB3BEQAAo51h7CjcTqdys7OZk0gAAAAAIhyBERAnDBNU/fcc88x7wJ2rFJTU5Wfn9+ozwEAAAAACC0CIiBGDBgwQIWFhY3+PLWtC2Sapnw+nwzDaPQaAAAAAAChRUAERLG6LPxcMY0rlOGQx+M55rWAvF4vU8kAAAAAwKYIiIAICOVaPyUlJfL5fEpJSalTSFSf8AcAAAAAENsIiIAGCtfaPrVxOp0yDCMwesfhcKhTp07avn27LMuKSE0AAAAAAHshIELcq2nr9vT0dH311Vch282rIRITEzVz5kymbwEAAAAAGg0BEWyvpoCnoUL9eLWpbcFnAAAAAADCiYAIERfK9XhCpT4jiFjbBwAAAEC0q/z9i3+wRmUERKiTaAxxQok/GAEAAADEA5/PF/heF66ZE7CHqAyIli9frry8PPn9fnXt2lXXX3+9evToUev1H330kebNm6ddu3apY8eOuvrqq9WvX78wVhx5AwYMCOk253ZTsdU76/QAAAAAQO0MwwgaQQRUiLqAaOXKlTJNUzfeeKN69uypV199VbNmzdKjjz6q1q1bV7v+m2++0Z///GeNHz9e/fr10wcffKAHH3xQubm56tKlSwReQWTEQjhU2yge0zTl8/mCduoCAAAAABw7r9fL9yrUKOoCoiVLlmjo0KEaMmSIJOnGG2/U559/rhUrVsjj8VS7funSpTrttNN06aWXSpLGjRunL7/8UsuXL9dvf/vbcJYeUSkpKWEJifr3769XXnmlXtunm6ap3NxcSVJWVlad/1DiDzAAAAAAABpXVAVEpaWl2rRpU1AQlJCQoL59++rbb7+t8T7ffvutRowYEXQuPT1dn376aY3Xl5SUBK2j43A45HK5Aj/bVW2vN5QcDoc6duyoHTt21Ov+EyZM0IQJE0JcFaqqeB/b+f0cL+iVPdAn+6BX9kCf7INe2Qe9Osw0Tc2ZM0c333xzVP4DczT1yTRN/fGPf4zZNWZDzePx6LHHHot0GY0uqgKiffv2qby8XG63O+i82+3Wtm3baryP3++vNvWsdevW8vv9NV6/cOFCLViwIHDcrVs35ebmqn379g2qPZ507Ngx0iWgDuiTfdAre6BP9kGv7IE+2Qe9so9479Xjjz+ugoICPf7448rKyop0ObWKhj49/vjjhEPHIC8vTwsXLox0GY0uqgKicLjsssuCRhxVpLe7du1SaWlppMqyhcojiOozxQzhQZ/sg17ZA32yD3plD/TJPuiVfdCrw2666SbNmTNHN910k7Zv3x7pcqqJpj7ddNNNjCA6BiNHjozK91RdJCUl1XlATFQFRMnJyUpISKg2+sfv91cbVVTB7XZr7969Qef27t1b6/VOp1NOp7PG2yL9IbULy7L4XdkAfbIPemUP9Mk+6JU90Cf7oFf2Ee+9uvbaa3XttddKiu7vdtHQp8q/K1TncDjUqVMnbd++PdCrSPcsHBIiXUBlSUlJ6t69u9atWxc4V15ernXr1qlXr1413qdXr1768ssvg86tXbtWPXv2bNRaAQAAAAAAYkVUBUSSNGLECL311lt65513VFBQoKeeekoHDx7U4MGDJUlz5szRCy+8ELg+MzNTa9asUV5engoLCzV//nx99913GjZsWIReAQAAAAAAgL1E1RQzSRo4cKD27dun+fPny+/3Ky0tTVOmTAlMGdu9e3fQqu+9e/fWrbfeqn/961968cUX1alTJ911113q0qVLhF4BAAAAAACAvURdQCRJw4YNq3UE0PTp06ud+/Wvf61f//rXjVwVAAAAAABAbIq6KWYAAAAAAAAILwIiAAAAAACAOEdABAAAAAAAEOcIiAAAAAAAAOIcAREAAAAAAECcIyACAAAAAACIcwREAAAAAAAAcY6ACAAAAAAAIM4REAEAAAAAAMQ5AiIAAAAAAIA4R0AEAAAAAAAQ5wiIAAAAAAAA4hwBEQAAAAAAQJwjIAIAAAAAAIhzBEQAAAAAAABxjoAIAAAAAAAgzhEQAQAAAAAAxLmkSBcQLZKS+FXUFb8re6BP9kGv7IE+2Qe9sgf6ZB/0yj7olT3QJ/uIhV4dy2twWJZlNWItAAAAAAAAiHJMMUOdFRUVKSsrS0VFRZEuBUdAn+yDXtkDfbIPemUP9Mk+6JV90Ct7oE/2Ea+9IiBCnVmWpc2bN4tBZ9GNPtkHvbIH+mQf9Moe6JN90Cv7oFf2QJ/sI157RUAEAAAAAAAQ5wiIAAAAAAAA4hwBEerM6XRqzJgxcjqdkS4FR0Cf7INe2QN9sg96ZQ/0yT7olX3QK3ugT/YRr71iFzMAAAAAAIA4xwgiAAAAAACAOEdABAAAAAAAEOcIiAAAAAAAAOIcAREAAAAAAECcS4p0AQifhQsX6pNPPlFhYaGaNGmiXr166ZprrtEJJ5wQuObQoUMyTVMrV65USUmJ0tPTdcMNN8jtdgeu+fvf/65vvvlGW7duVUpKih588MGg59m5c6duvvnmas8/c+ZM9erVq9FeXywJV68kybIs5eXl6a233tKuXbvUqlUrXXzxxRo9enQ4XqqthatP8+fP14IFC6o9f9OmTfXcc8812uuLJeH8TK1evVovvfSStm7dKqfTqZNOOkler1cdOnQIx0u1tXD2aeXKlVq4cKG2b9+u5ORkDRs2TJdeemk4XmZMCEWvtmzZokWLFumbb77Rvn371KFDB1144YXKzMwMeq7169fLNE1t3bpV7dq10+WXX67BgweH8dXaW7h69fPPP8s0TW3atEk7duzQJZdcouuuuy7Mr9a+wtWn/Px8vf7669qyZYtKS0uVmpqqsWPH6rTTTgvzK7avcPXqP//5j55//nkVFhbq4MGDat++vS644AKNGDEi3C/ZlsL5/1MV/vOf/2j69Onq3LlzjX/3sAMCojjy1Vdf6eKLL9aJJ56osrIyvfjii5o5c6b+9Kc/qVmzZpKkZ599Vp9//rnuuOMONW/eXE8//bQefvhh3XfffUGPNWTIEG3cuFHff/99rc/3xz/+UZ07dw4ct2zZsnFeWAwKZ6+eeeYZrV27Vtdee626dOmi/fv3a//+/Y3+GmNBuPp06aWX6qKLLgo6l52drRNPPLHxXlyMCVevdu7cqQcffFDDhw/XLbfcol9++UXPPvusHn74YeXm5obltdpZuPr0xRdf6K9//av+3//7f0pPT1dhYaGeeOIJNWnSRMOGDQvLa7W7UPRq06ZNat26tW655Ra1a9dO33zzjZ588kklJCQE+rBz507Nnj1bF154oW655RatW7dOc+fOldvt5gttHYWrVyUlJUpOTtbo0aP16quvRuz12lW4+vT111/r1FNP1VVXXaUWLVpoxYoVys3N1f33369u3bpF7PXbSbh61bRpU1188cXq2rWrmjZtqv/85z/629/+pmbNmumCCy6I2Ou3i3D1qcKBAwfk8/nUt29f+f3+cL/c0LEQt/bu3WuNHTvWWr9+vWVZlnXgwAFr3Lhx1kcffRS4pqCgwBo7dqz1zTffVLv/vHnzrDvvvLPa+R9//NEaO3astXnz5karPd40Vq+2bt1qjRs3ziosLGy84uNIY/Wpqs2bN1tjx461vvrqq9AVH2caq1cfffSRNW7cOKusrCxw7tNPP7WuuOIKq6SkpBFeSWxrrD49+uij1sMPPxx0bunSpdbEiROt8vLyEL+K+NDQXlX429/+Zk2fPj1w/Nxzz1l33HFH0DWPPPKINXPmzBC/gvjRWL2qbNq0adYzzzwT0rrjTTj6VOEPf/iD9dJLL4Wm8DgUzl49+OCD1l/+8pfQFB5nGrtPjzzyiPXiiy/W+e/z0Yo1iOLYL7/8Iul/I3s2bdqksrIy9e3bN3BNSkqKjjvuOH377bfH/Pi5ubm64YYb9Mc//lGrVq0KTdFxqrF69dlnn6lDhw767LPPZBiGDMPQ3LlzGUFUT439marw9ttvq1OnTjrppJMaVnAca6xede/eXQ6HQ++8847Ky8v1yy+/6L333lPfvn2VlMSg3WPVWH0qKSmR0+kMOtekSRP99NNP2rVrVwgqjz+h6tUvv/wSNOJ4w4YNQY8hSenp6Q36MzTeNVavEFrh6lN5ebmKioroZQOEq1ebN2/WN998o5NPPjlElceXxuzTihUr9OOPP2rs2LGNUHl4ERDFqfLycv3jH/9Q79691aVLF0mS3+9XUlKSWrRoEXRt69atj2mYXLNmzeT1enXHHXdo0qRJ+tWvfqUHH3yQkKieGrNXP/74o3bv3q2PP/5YN998s37/+99r06ZNevjhh0P5EuJCY/apskOHDun999/X+eef39CS41Zj9qpDhw6699579eKLL2r8+PG67rrrtGfPHv3hD38I5UuIC43Zp9NOO02ffPKJvvzyS5WXl2vbtm1asmRJ4DlwbELVq2+++UYfffRR0NQJv9+v1q1bV3uMoqIiHTp0KLQvJA40Zq8QOuHsU15enoqLi/XrX/86ZPXHk3D0auLEiRo/frwmTZqkiy++WEOHDg3564h1jdmn7du364UXXtAtt9yixMTERnsN4cI/Z8app59+Wlu3blV2dnbIHzs5OTlo8bQePXro559/1iuvvKL+/fuH/PliXWP2yrIslZSUyDCMwIJtEydO1KRJk7Rt27agRdxwZI3Zp8o++eQTFRcX67zzzmvU54lljdkrv9+vJ554Quedd57OPvtsFRUVaf78+frTn/6ke++9Vw6HI+TPGasas09Dhw7Vjh07NHv2bJWVlcnlcikzM1MvvfQSPaqHUPTqhx9+0AMPPKAxY8YoPT09hNWhMnplD+Hq0wcffKAFCxborrvuqhbEom7C0avs7GwVFxfr22+/1QsvvKCOHTtq0KBBDSk77jRWn8rLy/WXv/xFY8eOjZnvTQREcejpp5/W559/rhkzZqhdu3aB8263W6WlpTpw4EBQkrp3796g3WHqo0ePHlq7dm2DHiMeNXav2rRpo8TExKA/0FJTUyVJu3fvjpk/6BpbOD9Tb7/9tvr169fgz2S8auxeLV++XM2bN9c111wTOHfLLbfopptu0oYNG9jJsY4au08Oh0PXXHONxo8fL7/fr+TkZH355ZeSpOOPPz5kryMehKJXBQUFuu+++3TBBRfo8ssvD7rN7XZr7969Qef27t0rl8ulJk2ahP4FxbDG7hVCI1x9+vDDDzV37lzdcccdOvXUUxvltcS6cPWqYhfULl26aO/evXrppZcIiI5BY/apqKhI3333nTZv3qy///3vkg7/A7xlWRo3bpzuvfdenXLKKY37AkOMKWZxxLIsPf300/rkk080derUalsud+/eXYmJiYG/JEvStm3btHv37gZ/qdmyZYvatGnToMeIJ+HqVe/evVVWVqYdO3YEPY4kHXfccQ18FbEv3J+pnTt3av369Uwvq4dw9erQoUPVRqAkJCQEasCRhfszlZCQoLZt2yopKUkffvihevXqpeTk5Aa/jngQql5t3bpVM2bM0Hnnnaerrrqq2vP07Nkz6DEkae3atYStxyBcvULDhLNPH3zwgR577DHddttt6tevX+O8oBgWyc+UZVkqLS0NzQuJceHok8vl0kMPPaQHHngg8N+FF16oE044QQ888IB69OjRuC+yETCCKI48/fTT+uCDD3T33XfL5XIF5lY2b95cTZo0UfPmzXX++efLNE21bNlSzZs319///nf16tUr6EOyY8cOFRcXy+/369ChQ9qyZYukwyNPkpKS9M477ygpKSmwVWZ+fr5WrFihiRMnhvsl21a4etW3b19169ZNjz/+uK677rrAH6Snnnoqo4fqIFx9qvD222/L7Xbr9NNPD+fLjAnh6lW/fv306quvasGCBYEpZi+++KLat2/P9sF1EK4+7du3Tx9//LH69OmjkpISrVixQh999JFmzJgRgVdtT6Ho1Q8//KDs7Gylp6drxIgRgcdISEgIBHUXXXSRXnvtNf3zn//UkCFDtG7dOn300UeaNGlSJF62LYWrV5ICn7Xi4mLt27dPW7ZsUVJSUmB0MmoXrj598MEH8vl8uu6669SzZ8/ANRXPgaMLV6+WL1+u4447TikpKZKkr7/+Wnl5ebrkkkvC/prtKBx9SkhICKxpVCE5OVlOp7PaebtwWPyTZty44oorajz/+9//XoMHD5Z0+F+/TdPUhx9+qNLSUqWnp+uGG24IGmY3ffp0ffXVV9UeZ86cOerQoYPeeecdLV68WLt371ZCQoJSUlJ06aWX6qyzzmqMlxWTwtUrSdqzZ4/+/ve/a+3atWratKlOP/10eb1edrOog3D2qby8XIZh6Nxzz+VfbushnL368MMP9corr2jbtm1q2rSpevXqpauvvjrwFzzULlx92rdvn3Jzc/XDDz9Iknr16qVx48apZ8+eIX9NsSoUvZo/f74WLFhQ7THat28vn88XOF6/fr2effZZFRQUqF27drr88ssDz4GjC2evanquqtegZuHqU21/Pp533nkyDCM0LybGhatXy5Yt05tvvqmdO3cqISFBHTt21NChQ3XBBRcERiejduH8s6+y+fPn69NPP9WDDz4YktcRbgREAAAAAAAAcY7oEQAAAAAAIM4REAEAAAAAAMQ5AiIAAAAAAIA4R0AEAAAAAAAQ5wiIAAAAAAAA4hwBEQAAAAAAQJwjIAIAAAAAAIhzBEQAAAAAAABxjoAIAAAAAAAgziVFugAAAAC7eOf/b+9uQqLc4jiOf8dsGs1KapiGFtoLLgSpptDohVAUIiKhEmtRRKs20dJo1aoINxKIy6BNQ6YtoiGiFjJgIC3CyalmFYFhKaVNYhE4z90NeA26XubeC3e+H5jFeZ7z/Dln9/Cb85wzMsLAwECxvXr1ampqaqirqyORSNDW1kZVVdWK6+ZyOcbHxzl27Bhr164t5ZAlSZL+EgMiSZKkFeru7iYWi7G4uMjc3ByvX7/mzp07pFIpenp6qK+vX1G9XC7H0NAQra2tBkSSJOk/YUAkSZK0QolEgh07dhTbJ06cYGJigps3b9Lb20tfXx/hcPg/HKEkSdLKGBBJkiSVQFNTE6dOnSKZTJJOp+no6OD9+/c8evSIN2/eMDs7S3V1NYlEgnPnzrFu3ToABgcHGRoaAuDSpUvFev39/cRiMQDS6TSpVIrJyUnC4TC7du3i7NmzRKPRf3+ikiTpf8mASJIkqUQOHz5MMpkkk8nQ0dFBJpNhenqa1tZWamtrmZyc5NmzZ0xOTnL9+nVCoRD79u1jamqK0dFRzp8/XwyO1q9fD8CDBw+4d+8e+/fvp729nXw+z+PHj7l27Rq9vb1+kiZJkkrCgEiSJKlENm3aRHV1NZ8+fQLgyJEjHD9+fEmfhoYGbt26xdu3b2lsbKS+vp5t27YxOjpKc3NzcdUQwMzMDIODg5w+fZqTJ08Wr7e0tHDlyhWePHmy5LokSdLf5TH3kiRJJRSJRPj+/TvAkn2Ifv78ST6fp6GhAYB37979ttbY2BhBEHDgwAHy+XzxV1tbSzweJ5vN/jOTkCRJZccVRJIkSSX048cPNmz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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.431163Z", - "iopub.status.busy": "2024-01-09T05:07:54.430963Z", - "iopub.status.idle": "2024-01-09T05:07:54.436728Z", - "shell.execute_reply": "2024-01-09T05:07:54.436196Z" + "iopub.execute_input": "2024-01-10T05:08:08.554919Z", + "iopub.status.busy": "2024-01-10T05:08:08.554450Z", + "iopub.status.idle": "2024-01-10T05:08:08.560286Z", + "shell.execute_reply": "2024-01-10T05:08:08.559742Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64748.0\n", + "hits -64808.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.439094Z", - "iopub.status.busy": "2024-01-09T05:07:54.438719Z", - "iopub.status.idle": "2024-01-09T05:07:54.443472Z", - "shell.execute_reply": "2024-01-09T05:07:54.442924Z" + "iopub.execute_input": "2024-01-10T05:08:08.562741Z", + "iopub.status.busy": "2024-01-10T05:08:08.562365Z", + "iopub.status.idle": "2024-01-10T05:08:08.566931Z", + "shell.execute_reply": "2024-01-10T05:08:08.566420Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.144885\n", + "hits -19.156961\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.445888Z", - "iopub.status.busy": "2024-01-09T05:07:54.445508Z", - "iopub.status.idle": "2024-01-09T05:07:54.448910Z", - "shell.execute_reply": "2024-01-09T05:07:54.448373Z" + "iopub.execute_input": "2024-01-10T05:08:08.569214Z", + "iopub.status.busy": "2024-01-10T05:08:08.568840Z", + "iopub.status.idle": "2024-01-10T05:08:08.572129Z", + "shell.execute_reply": "2024-01-10T05:08:08.571584Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.451265Z", - "iopub.status.busy": "2024-01-09T05:07:54.450893Z", - "iopub.status.idle": "2024-01-09T05:07:54.778297Z", - "shell.execute_reply": "2024-01-09T05:07:54.777612Z" + "iopub.execute_input": "2024-01-10T05:08:08.574348Z", + "iopub.status.busy": "2024-01-10T05:08:08.574111Z", + "iopub.status.idle": "2024-01-10T05:08:08.903090Z", + "shell.execute_reply": "2024-01-10T05:08:08.902426Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.781085Z", - "iopub.status.busy": "2024-01-09T05:07:54.780697Z", - "iopub.status.idle": "2024-01-09T05:07:54.787403Z", - "shell.execute_reply": "2024-01-09T05:07:54.786866Z" + "iopub.execute_input": "2024-01-10T05:08:08.905592Z", + "iopub.status.busy": "2024-01-10T05:08:08.905387Z", + "iopub.status.idle": "2024-01-10T05:08:08.912015Z", + "shell.execute_reply": "2024-01-10T05:08:08.911462Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3300\n", + "False 3301\n", "True 82\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.789752Z", - "iopub.status.busy": "2024-01-09T05:07:54.789373Z", - "iopub.status.idle": "2024-01-09T05:07:54.793143Z", - "shell.execute_reply": "2024-01-09T05:07:54.792605Z" + "iopub.execute_input": "2024-01-10T05:08:08.914180Z", + "iopub.status.busy": "2024-01-10T05:08:08.913988Z", + "iopub.status.idle": "2024-01-10T05:08:08.917838Z", + "shell.execute_reply": "2024-01-10T05:08:08.917301Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-01-09T05:07:54.795375Z", - "iopub.status.busy": "2024-01-09T05:07:54.795015Z", - "iopub.status.idle": "2024-01-09T05:07:55.044703Z", - "shell.execute_reply": "2024-01-09T05:07:55.044040Z" + "iopub.execute_input": "2024-01-10T05:08:08.920113Z", + "iopub.status.busy": "2024-01-10T05:08:08.919919Z", + "iopub.status.idle": "2024-01-10T05:08:09.141990Z", + "shell.execute_reply": "2024-01-10T05:08:09.141307Z" } }, "outputs": [ { "data": { - "image/png": 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Vp08fORwOtWnTJmJ3ewMAVAwERQXYsGGD5s2bp23btunIkSN68MEHSzxG38cwDH3yySf6+uuvlZGRoTPOOEN9+vTRtddeW0atBgCEKjMzU4cPH5Yk1atXz7/8+uuv19y5c9W0aVNdc801SkpK8v/i9fLLLwf0hvG5++679e2332rKlCkaO3as9u3bp3nz5qljx44BP1OmTZumxYsX53t+SYKiY8eOSVKhc/j4lueeyLig+VZ69OgRdFDk62mR+zq98soruvfee1WrVi317t1bjRo1UlxcnCwWi3+upbzX6s4779QzzzyjyZMn+4OiN998U7Gxsf6JgIvjO8/CwojiFDZfjN3+19ckj8fjX7Z161ZdeOGFOnLkiC655BI5nU7VrFlTNptN27dv1/Tp0wt8PRR2nIKO4atr/fr1C9xP/fr18wVFhw4dUnZ2drHz6Zw4caLE887Ur19ft956q2699VZJ0uHDh/XII49oypQpGjZsmHbt2qXY2FhJpXuPSCW/JvHx8fruu++UmpqqefPm+Xso1a1bV3fffbcef/xxxcTEFHk+SUlJkqSdO3cWe+6+bRo0aFDstuXBN7H05s2bi6zxiRMn8i3znXdejRs31vLlyzVmzBh98cUX+u9//yvpr6DuwQcf1KhRo8LQcgCAGREUFeDPP//UOeeco8svv1wvvPBCqfbhcrm0Zs0a3XzzzWrUqJFOnDhR4A9vAEDFsXTpUmVnZ6t+/fr+4GTlypWaO3euevXqpfnz5/t/iZX+Gg7y3HPPFbiva6+9VvXr19fUqVP15JNPFjqJte/uQ6XhG762b9++Atf7htrkHuZmFHAXr2D9/vvv+uGHHyRJF110kaS/7sY0ZswYJSUladWqVfnCq2XLlhW4r4YNG6pfv36aO3euNm7cqMOHD2vdunW6/vrrA0Koovh63ixatEgej6dMe5i8+OKLOnTokFwul4YOHRqwbubMmf671IXCN+H0/v37/ROF57Z///58y2rWrKmcnBx/0FkWateurcmTJ8vtdmvHjh1at26dOnfuXOr3SLDOOussTZ06VYZhaMOGDfrmm2/02muvady4ccrJySl0EnGfYF4nX331lSTJ4XD4l/kmQc/bS87n6NGjpZqkuiR87+H+/fv7A52SKqp30LnnnqsPPvhA2dnZ+umnn/TVV1/p3//+t0aPHq3q1asXOzk8ACA6MUdRATp16qTBgwcX2osoKytL77zzjv7xj3/o5ptv1mOPPab169f71+/atUsLFizQww8/rAsuuECJiYlq2rSp2rdvX16nAAAIUk5Ojp555hlJ8vdskaQtW7ZI+muYRu5fgKW/5lDJO+zIJyYmRrfffrt2796tTz75RFOmTFGNGjXyzSVUHN8vs7l7V/h06tRJUuFh08KFCyVJnTt3DuqYxXn++ed16tQpde7cWeeee66kv4aUHT16VMnJyflCohMnTviHyRXk7rvvlvTXnE6+4XkluSucT/fu3dWqVSvt2rUr393D8srJyQmYJylYvtfDgAED8q0rqGdYafjqWtDcUr/99luBPWIuvvhiHTlyJOD7SFmwWq2qXr26pP+FjqV9j5SWxWJR27ZtNXLkSC1YsECS9NFHHxX7vO7du6t58+bas2eP3n777UK3W79+vebOnSu73a5hw4b5l9eqVUtSwT2StmzZ4u8JlltR799gtG7dWgkJCfruu+9Cev0Wxm636/zzz9cjjzyimTNnSirZNQUARCeColKYOnWqNm/erHvvvVfPP/+8Lr74Yj377LP+v9z+8MMPSkxM1A8//KARI0ZoxIgReuONN+hRBAAV1IEDBzR48GAtWrRIjRo10mOPPeZf5+tZlDeMOXDggEaMGFHkfu+8807ZbDbdc8892rZtm2688cYSTbqbm2+Y0I4dO/KtczgcatWqlZYuXao5c+YErJszZ46WLFmili1bFjjXTWlkZmbq2Wef1TPPPKPY2Fi98sor/nWJiYmKi4vTDz/8EPDzLisrS6NHj9bBgwcL3W/Pnj3VsmVLTZ8+XbNmzVKrVq102WWXlbhdVqtVkydPlt1u16hRo/Tee+8V2HNqw4YNcjqdpR6iJhX+evjyyy81ZcqUUu83txtvvFF2u13//ve/A0IJwzD0z3/+s8DQ4b777pMk3XHHHQVOwPzHH3/ou+++K9Hxx44dm29om8+cOXO0ceNG1apVS+edd56k0N4jJbV+/foCe1L5lsXFxRW7D5vNptdff11Wq1WjR4/W3Llz823z888/q1+/fsrKytITTzyhxo0b+9e1bt1a8fHx+vjjj3XgwAH/8lOnThU6TKuo928w7Ha7Ro4cqb1792rUqFEFhm979+7Vhg0bSrzPH374ocBwK5hrCgCITgw9C9LBgwe1aNEivf766/47l/Tr108//fSTFi5cqBtvvFH79+/XwYMH9d133+mee+5RTk6Opk+frokTJxZ51wkAQNnzTeack5Ojo0ePav369Vq6dKlOnz6tCy+8UDNmzFDdunX923fp0kUOh0P//e9/lZycrG7dumn//v2aP3++WrVqVeQcJo0aNdJVV12lefPmSQqul4xPz5499fzzz+uOO+7QgAEDdMYZZyghIUH33HOPLBaLpk+frt69e+v666/XNddco9atW2vTpk366KOPdMYZZ+idd97xD5kJxrRp0/y/+P/+++/aunWrvv32Wx0+fFhnnnmm3n777YAAymq1atSoURo/frzatWuna665RqdPn9bChQt1+PBhXXbZZf4eTnlZLBYNHz5c999/v6T/3fUqGN27d9d///tf3Xzzzbr55pv11FNPqUePHqpXr56OHTumlStX6vvvvw/5bk533323XC6XBg4cqOuuu04NGjTQunXr9MUXX2jQoEH64IMPSr1vn2bNmmncuHF67LHH1KFDB/9d8hYsWKDDhw+rQ4cOWrNmTcBzevbsqfHjx+uf//ynWrRooSuvvFJNmjTRiRMn9Ntvv2nx4sXq1q2bvvjii2KP/9JLL2nMmDHq1KmTLrjgAv81XLVqlZYtWya73a433njDPwdRKO+RklqwYIEeeughde3aVS1btlRiYqJ27dqljz/+WFarVQ899FCJ9tO7d2/NmDFDw4YN07XXXqsLL7xQDodDsbGxWr9+vb788ktlZWXpoYce0hNPPBHw3JiYGI0ePVpPPfWUOnXqpP79+ys7O1sLFixQgwYNCjzPrl27Ki4uTi+//LIOHTrkny9o5MiRQd/58IknntBPP/2kN954Q5988okuv/xyNWzYUAcOHNDmzZuVlpamZ555Rm3atCnR/t59911NnjxZ3bp1U7NmzVSrVi39+uuv+uSTT1SlShXde++9QbUPABBFDBRp4MCBxvfff+9//MMPPxgDBw40hgwZEvDf4MGDjRdffNEwDMN44403jIEDBxq7d+/2P+/XX3/NtwwAUH4kBfwXGxtr1KlTx+jcubNx++23G/Pnzzc8Hk+Bzz106JBx1113GY0bNzaqVKliNG3a1PjnP/9p/PHHH0bjxo2Nxo0bF3rcjz76yJBkXHDBBaVu+8SJE43WrVsbsbGxhqR8x9u4caMxZMgQIykpybDb7UZSUpJx0003GRs3bgz6WN27dw+4TjabzahZs6bRqlUrY9CgQYbL5TJOnDhR4HOzsrKMiRMnGueee65RtWpVo379+saQIUOM7du3G7feeqshydi2bVuBzz18+LBhtVqNqlWrGgcPHgy63T4HDx40xo0bZ3Tt2tWoXbu2YbfbjVq1ahldu3Y1nnrqKWP//v0B2xdVv9TUVEOSsXDhwoDlaWlpxmWXXWYkJCQYNWrUMBwOhzF37lxj4cKFhiQjNTU1YHvfNS2Iy+UyJBkulyvfunfeecfo2LGjUaVKFaNu3brGTTfdZOzevdto27atUbNmzQL3t2TJEmPgwIHGmWeeacTExBh169Y1OnToYNx3333GihUrCnxOQft47LHHDIfDYZx99tlGbGysERcXZ7Rs2dK4/fbbjTVr1uR7TrDvkaLO2zD+er92797d/3jDhg3GfffdZ5x//vlG3bp1jdjYWKNx48bGgAEDjLS0tBKdV247d+40HnzwQeO8884zatSoYVSpUsVo3LixccsttwR878srJyfH+L//+z+jadOmRkxMjHH22WcbDz30UJGfBfPnzzcuvvhio3r16v73le99UNhrLO/55z7+O++8Y1x++eVGrVq1jJiYGKNBgwaGw+EwnnnmGWPHjh3+bbdt22ZIMm699dYCz+W7774zhg8fbrRv396oVauWUbVqVaNZs2bG0KFDjbVr1xZ3CQEAUcxiGGGY1TKKDRo0KOCuZ+np6Zo0aZJefPHFfH+hrVq1qhISEjRr1izNnTvXP8Zb+uu2tEOGDNHjjz/OXEUAUImMGTNGY8eO1ZQpU5gYtgiLFi3SZZddpiFDhujdd9+NdHMqrOPHj6t+/frq2LFjoROEAwAAhIKhZ0E655xzlJOTo2PHjvkn8MyrVatW8ng82rdvn7+LsW++gNzDGQAA0e3333/XG2+8odq1a+uGG26IdHMqNN+dse65554It6RiyMjIUEJCQsAt37Ozs/XAAw8oMzNT/fv3j2DrAABANCMoKkBmZmbArYYPHDig7du3q0aNGmrQoIG6deumV199VbfccouaNGmi48ePa+3atWrcuLE6d+6sdu3aqUmTJvp//+//aejQoTIMQ1OnTlX79u3DMk4fAFCxffbZZ1q1apU++eQT7d+/Xy+88AITwxZg7dq1+vTTT/XDDz9o/vz56tu3ry666KJIN6tC+PDDD/Xkk0+qV69eOvvss3X48GF9++23+uWXX9SxY0eNHDky0k0EAABRiqFnBVi/fr3Gjh2bb3n37t01YsQIZWdn67///a8WL16sw4cPKz4+Xi1atNCgQYPUqFEjSdLhw4f19ttva82aNapSpYo6deqkW265RTVq1Cjv0wEAlLOhQ4dq+vTpql+/voYNG6ann366VBNKR7t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p4MGD/vUkJyerTZs2/h+gRY2giuTPvjP197//XUuXLlXXrl01ceLEYpeNtPdXoM+ogjp06KDOnTvnC0Lj4+M1YcKEUm2jYPhUlEaNGmnXrl3+UP22227LN2qo4IgYX/Dh++wqyHes84a2ktS3b19/n4paxlezy+Xy7/O+ffu0Zs0a7dixo9Dntm/0YNWqVZWVleX/f997Ie8Iq7zbqFOnjiTp5MmT+uOPP2Sz2fzv0XPOOUfXXHONfvrpJ23ZskUej0ft2rVTcnJyvtdP3vfUvHnz/MclNjZW27dv17nnnltoFJBPQkKChg4dqpMnT2ry5Mn+PtWoUUN169aVJB08eFC//fZbkX3Le4wi5XUdqaLt86+0I4qCCoqWL1+uxYsXa9WqVcrOzlazZs102WWXyeFwqEaNGoWW/+qrrzR58mRNmzbtTDdZrIyMDL322mu644471KJFC33++ef67rvv9Morr6hmzZqlXo+Zg6Lx48fL5XLpxIkT+V7Ivi8Eubm5+b6MWK1W/0R3khQXFyfDMJSVlVWub4TY2FjVqVNHmZmZysnJKdVzrFarqlatqtOnT+d7jtVqVadOnSRJq1atKvRlqzi++bN8fzWR5H9+XFyc7rjjDknS22+/rVOnThV6ft4vbJICHuPiWCwW/zH/448/ylS77/kWi0V2u101a9b0Xzoz0GugvPm+8LZr104HDx7Unj17lJubq5iYGF1xxRVq2rSp3n77bWVlZclmsyk+Pl5NmzbVqFGjJAX+4jB+/Hh98MEHOn36tOrUqaOaNWsqKSlJsbGx+vrrr3Xq1Cn/dnNzc5WTkyObzaaOHTsGrKGkL4IVZfz48frkk09Uu3ZtjRo1Sj/88IOmTJmi33//XfHx8Ro6dKg6duxY5D/eRQ35jo+P108//VTsF7Ci6vEdZ19PQvGFobgv1sU9VvD4SBXzRaY0p5tE6peF8pwHwoxK6lPeHxm+z5KyrLvgOm02m6688ko1bdr0jD5/4+Pj1a1bNx0+fFhr1qwJSYiRt96qVauqRo0aqlq1qpKSkvL9IPL9/6FDh3TkyBFdcMEF+vTTTyWF7sdxwdenL6xxOp166623tHz5cr3++uuSpNatW/uDMank975v3QiNokahROpn35kYP3683njjjULfP/POqZqbmyu73a5GjRpp//79+X5wx8fH+0fZ+MI8SapZs6YaN26sAwcOqHbt2rLb7Vq/fr08Ho+qVq3q/x4jyf9d5ptvvlFOTo4aNmyo06dP+//dy3samMViyfe+yHv5dN+IokjSoUMHXXbZZfrpp5/0448/6tSpU+revbsGDBhQ6L1aMPgMhdjYWNlstiI/10sbgJUnq9WqunXrymazlem3UEHVqlXT77//XubnNWrUSH/729/yhYZ2u12xsbH+YDrv7xnf7w3fcSvt8Svq96dP3t+hwfQk729ESf4wvjzeG77fnb5/J82oQoKi66+/XnXq1NGll16q7t27q0GDBsUuv2XLFrndbt19991nusliPf7442rWrJluu+02SX9+yN9111268sor9be//a3Q8tnZ2fkCId+P9mDesOE0bty4Uv+VAIhkLpfLP7Q5lPr27au33norpOssq7K8T/P+6O/Tp4+kPy97m/cHV96hxQX/Qcz7vLLWU5rnFqdgncXtQ97Hiqon0LKhVHC79957rx577LFCy1ksFiUnJ2vfvn1h/6KZV1pamt555x3/sPqCf9GtbIrrk+/1Fwk/FiJV586dNWLEiCLfp2WV9/VZUJcuXbR8+fJ89+X9PCtp+0OHDvVfNhrBa9y4sZYuXVro/kj97Csrs3xX9v3bnpfvfeF7L8ybN0+vvvqqVq9eHZ4iyyjvqU8IL/79C17nzp01e/bscJdxRux2e/nPUfTUU0+pTZs2pV6+efPmZT4NrLRycnK0devWfIGQ1WpV27Zt9fPPPwd8zqxZszRz5kz/7SZNmmj8+PGlOnCRaPHixeEuAQiaxWLRmjVryuX1vGzZMp111lkhX29ZlGW/fD/616xZo6FDh0qSfvzxx3zn2S9evDjfqDYf33H0Pa+s9ZTmucUpWGdx+5D3sUD1+OZSKLhsKBXc7pIlS4p9rSQnJ4e8hmD07dtXb7/9tv+4Xn311WF/rUeCQH3K+/pDYOvXry/2fVpWvtdnIOvWrSv0o8U354oU+HMwrypVqpxRTQisfv36pvrsKyuzfFdevHhxwPdF3vfC0KFDTRF6+Rw+fDjcJcCLkCh469evj/rvWUEFRWUJicrb8ePHlZubq8TExHz3JyYmas+ePQGf079/f/Xt29d/2/elxKwjii699FL98MMP4S4DCIphGGrXrp08Hk/IX88XXXSR9u7dG9J1llVZ3qe+H2nt2rXz192+fXv/DyePx+NfX8ERRb7jWNL+FlVPaZ5bnIJ1FrcPeR8LVI9hGAGXDaWC2+3WrVvA7UTqX9W7dOkil8vln2+jS5cuYX+th1NxffK9/viLatHatGlT7Pu0rHyvz7FjxxYaUXDBBReUakRRUdu/9tprNWfOnDOqKxixsbH+0xyiyV133WWqz76yMst35UB1+k7RyfteaNiwoSn2R/pzn5o2bWqqcCtaReIpi2bTpk0b037PqpARRT47duzQDz/8oMzMTEl/Tu7XsWNHNWrUKBSrLzcxMTH+q7MVZMZ/BH3nlDNHUWjmKIqPj9ftt98uiTmKSluLb46iQ4cOaffu3WWao8g3d5lvbh3ffBRlnaPIbrerQ4cOAWuYOHFi2N/bvvdpaeYoynsJVF/dvqt85H3Mt2xcXJw2btwo6X/HsaT99dUTaI6iYI5VoDqL2wffY4GOj6SAy4aSb7t55ygqbjt5J6yNFHnfN5FWW7gE6lPe19/evXvLPEeR3W73T0Dsm0vIbrfrL3/5i3+Oot9//73IuRwKzvVQcBm73e6fFDY3N9cflPomSP3www914MCBQnX5/g0LtD3fHEVxcXGqV69eqecoKup9eiZ8r8+///3v/lPFipqjyHc5b6nk937Bfn733Xc6fvy4bDabEhMTdeLECdWtW1dPPfVUofX5rmTk60eHDh20Z8+eQsc37+nQvr745rzz/duVt27fHDK+z+VTp075//+HH37Qtm3b1KRJE3Xs2NF/v++KRr5+ZGVl6ciRI/7l8tac93PKN6eb73tb9erV8/1buWbNGtWuXVuXXXaZ5syZo4MHD6p+/fo6ffq0fwLsEydOqGHDhqX67I/Ez76yyPtd+Y8//pDdbtfp06f97zmfvHMUHT16VL///nu+78qnT58ucY6iEydOaMuWLf51JiUl+afpKM0cRR07dizy9WUYhtxutz777LNiQ++ivjtLf37W1K5dW5L022+/Ffk9NyYmRk6nUwMGDAgY9hbF937yzVHke8907NhRY8eO1c6dO/3HvaQ5amJjY2W32/015v39lpiYqD/++EO//fab/3dNaUNc3/d4H99rIO88cb7PVt9yvgA9JiZG1atXV+PGjZWVlaVzzz1Xp0+f1urVq3X06FH/vvleY3n3Me8cRYcOHfJv39cjq9Va5O+jJk2aSCp6smrfv1GS/J8LVqtVZ599tlq3bp3vtfTxxx8XOWF2KET7HEVm/iwsjaDmKMrOztZbb72lb7/99s+VFfiScumll2r48OH5JocrLzk5ORoyZIgeeOABXXTRRf77X3vtNZ08eVKPPPJIqddl5smsK0I0TWgYzeiTedAr86BX5hDqq57lvZJOeUwSnveqQKVZv9vtLhSum1W431OBjn1Rx7esfYom4e6TWZXnaybv51Te32BWq1UdOnTQyJEjA14souC8hnnnPFywYIE2bNjgP81t2LBhhea7S01N1fz58/3bKvhj3Ol0Bv25VJYLNARatmCwm/fKbEXtV0Ur7j3lm9ct77EteFx9++3796ngv1OlOYZ5X0O+MMkXHiYlJeW7qmbe4LuyfQZG2+dfaSezDirBmTp1qr799ls5nU5deeWVql+/viwWi/bt26cvvvhC8+fPV/Xq1ctlPomC7Ha7mjZtqnXr1vmDotzcXK1bt05/+ctfyn37AAAgOjgcDk2aNMn/Bbt3797lGsjkHQ1WHsujaIGOZVHHl+OOsirP10zBzynpf6FPWlqaunTponnz5uW7cuDJkyf9yxScB+zUqVN68MEH84ULcXFxSktLy3flwRtuuEFutztfwFRwNHNBZb2CYqCRx0VJT0/PN59aRkaGRo8enW9ktqR8++W7L1L5eusLujp06FDo2OY9RoECnNIcw4KvoTFjxvDZB7+gRhTddttt6tixo+65556Aj//73//W6tWrNXny5DMusCwyMjL0+uuv64477lDz5s31xRdfaOnSpXr55ZcLzV1UHEYUFS/aUtVoRZ/Mg16ZB70yh1D0qTKPHqlIvKfMgT5FpryfU9L/ToUcMWKEDh8+XGhEiZQ/MJFUaMRJ3tEjEyZMCDgiJe8yJ0+eLDYAKsvooDM9BqVZf6R9phf3nnK73XrllVe0Z88eZWZmBn3sigvqIu24RKJo+/yrkBFFOTk5atmyZZGPt2rVSitXrgxmE2WSkpKi48ePa/r06Tp69KjOPfdcPf7442UKiQAAAPgLKoBIl/dzyu12+0f6uN1uOZ3OgCNt8o4ykVQoJPCtMy0trdDz8y4j/S90mjRpUpEhxrRp0/JdvXTatGllGl1UmmNQmtFHkfqZXnDUly/4yivQsZNUquOYN0gL1KdIPS4Iv6CCovbt22v16tVFvrhWr16tdu3aBbOJMvvLX/7CqWYAAAAAKo2Cp2BJ/wsYfKdbBRpZUtTvuIKnJRV8fqBTvgKNVvFNXu+rxxdmFRculZVZw47Zs2cXCnHS09MLTVDuC9ryHjtJpTqOpekTEIi15EWKNnjwYGVmZuqFF17Q2rVrlZmZqczMTK1Zs0bPP/+8MjMzNXjwYJ04cSLf/wAAAAAAoeFwOPIFQzfccINcLpeGDRuW77Qzl8ul1NTUfAFOIL6ROkU9Pz4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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 064a713..d8c6892 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2136,3 +2136,4 @@ date,hits 2024-01-07,1160 2024-01-08,1100 2024-01-09,1100 +2024-01-10,1040