From dc6e9935de2281abf8fa77f5f4702955ab52647f Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sat, 17 Feb 2024 05:08:04 +0000 Subject: [PATCH] Update for 2024-02-17 --- estimate.ipynb | 164 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 83 insertions(+), 82 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 9417226..2178f1e 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:28.875442Z", - "iopub.status.busy": "2024-02-16T05:08:28.874902Z", - "iopub.status.idle": "2024-02-16T05:08:28.885179Z", - "shell.execute_reply": "2024-02-16T05:08:28.884547Z" + "iopub.execute_input": "2024-02-17T05:07:58.426365Z", + "iopub.status.busy": "2024-02-17T05:07:58.426167Z", + "iopub.status.idle": "2024-02-17T05:07:58.437011Z", + "shell.execute_reply": "2024-02-17T05:07:58.436386Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:28.921595Z", - "iopub.status.busy": "2024-02-16T05:08:28.921176Z", - "iopub.status.idle": "2024-02-16T05:08:29.470795Z", - "shell.execute_reply": "2024-02-16T05:08:29.470056Z" + "iopub.execute_input": "2024-02-17T05:07:58.474063Z", + "iopub.status.busy": "2024-02-17T05:07:58.473645Z", + "iopub.status.idle": "2024-02-17T05:08:02.456511Z", + "shell.execute_reply": "2024-02-17T05:08:02.455833Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.473526Z", - "iopub.status.busy": "2024-02-16T05:08:29.473039Z", - "iopub.status.idle": "2024-02-16T05:08:29.781815Z", - "shell.execute_reply": "2024-02-16T05:08:29.781118Z" + "iopub.execute_input": "2024-02-17T05:08:02.459354Z", + "iopub.status.busy": "2024-02-17T05:08:02.459086Z", + "iopub.status.idle": "2024-02-17T05:08:02.820662Z", + "shell.execute_reply": "2024-02-17T05:08:02.819948Z" }, "urth": { "dashboard": {} @@ -106,7 +106,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_1944/962021147.py:5: DeprecationWarning: \n", + "/tmp/ipykernel_1951/962021147.py:5: DeprecationWarning: \n", "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n", "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n", "but was not found to be installed on your system.\n", @@ -131,10 +131,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.784634Z", - "iopub.status.busy": "2024-02-16T05:08:29.784047Z", - "iopub.status.idle": "2024-02-16T05:08:29.787469Z", - "shell.execute_reply": "2024-02-16T05:08:29.786992Z" + "iopub.execute_input": "2024-02-17T05:08:02.823244Z", + "iopub.status.busy": "2024-02-17T05:08:02.822774Z", + "iopub.status.idle": "2024-02-17T05:08:02.826039Z", + "shell.execute_reply": "2024-02-17T05:08:02.825423Z" }, "urth": { "dashboard": {} @@ -151,10 +151,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.789801Z", - "iopub.status.busy": "2024-02-16T05:08:29.789460Z", - "iopub.status.idle": "2024-02-16T05:08:29.792658Z", - "shell.execute_reply": "2024-02-16T05:08:29.792020Z" + "iopub.execute_input": "2024-02-17T05:08:02.828445Z", + "iopub.status.busy": "2024-02-17T05:08:02.828058Z", + "iopub.status.idle": "2024-02-17T05:08:02.831379Z", + "shell.execute_reply": "2024-02-17T05:08:02.830746Z" } }, "outputs": [ @@ -162,7 +162,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-02-16 05:08:29.790394 UTC\n" + "This notebook was last rendered at 2024-02-17 05:08:02.829133 UTC\n" ] } ], @@ -189,10 +189,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.795027Z", - "iopub.status.busy": "2024-02-16T05:08:29.794647Z", - "iopub.status.idle": "2024-02-16T05:08:29.804139Z", - "shell.execute_reply": "2024-02-16T05:08:29.803538Z" + "iopub.execute_input": "2024-02-17T05:08:02.833878Z", + "iopub.status.busy": "2024-02-17T05:08:02.833541Z", + "iopub.status.idle": "2024-02-17T05:08:02.844026Z", + "shell.execute_reply": "2024-02-17T05:08:02.843379Z" }, "urth": { "dashboard": {} @@ -212,10 +212,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.806592Z", - "iopub.status.busy": "2024-02-16T05:08:29.806238Z", - "iopub.status.idle": "2024-02-16T05:08:29.812563Z", - "shell.execute_reply": "2024-02-16T05:08:29.811969Z" + "iopub.execute_input": "2024-02-17T05:08:02.846538Z", + "iopub.status.busy": "2024-02-17T05:08:02.846151Z", + "iopub.status.idle": "2024-02-17T05:08:02.852673Z", + "shell.execute_reply": "2024-02-17T05:08:02.852022Z" }, "urth": { "dashboard": { @@ -254,10 +254,6 @@ " \n", " \n", " \n", - " 2024-02-14\n", - " 23048\n", - " \n", - " \n", " 2024-02-15\n", " 55656\n", " \n", @@ -265,6 +261,10 @@ " 2024-02-16\n", " 48856\n", " \n", + " \n", + " 2024-02-17\n", + " 32816\n", + " \n", " \n", "\n", "" @@ -272,9 +272,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-02-14 23048\n", "2024-02-15 55656\n", - "2024-02-16 48856" + "2024-02-16 48856\n", + "2024-02-17 32816" ] }, "execution_count": 7, @@ -304,10 +304,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.814958Z", - "iopub.status.busy": "2024-02-16T05:08:29.814604Z", - "iopub.status.idle": "2024-02-16T05:08:29.817942Z", - "shell.execute_reply": "2024-02-16T05:08:29.817351Z" + "iopub.execute_input": "2024-02-17T05:08:02.855347Z", + "iopub.status.busy": "2024-02-17T05:08:02.854828Z", + "iopub.status.idle": "2024-02-17T05:08:02.858645Z", + "shell.execute_reply": "2024-02-17T05:08:02.858016Z" }, "urth": { "dashboard": {} @@ -323,10 +323,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.820402Z", - "iopub.status.busy": "2024-02-16T05:08:29.819958Z", - "iopub.status.idle": "2024-02-16T05:08:29.823281Z", - "shell.execute_reply": "2024-02-16T05:08:29.822769Z" + "iopub.execute_input": "2024-02-17T05:08:02.861246Z", + "iopub.status.busy": "2024-02-17T05:08:02.860789Z", + "iopub.status.idle": "2024-02-17T05:08:02.864310Z", + "shell.execute_reply": "2024-02-17T05:08:02.863658Z" }, "urth": { "dashboard": {} @@ -355,16 +355,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:29.825484Z", - "iopub.status.busy": "2024-02-16T05:08:29.825153Z", - "iopub.status.idle": "2024-02-16T05:08:30.105157Z", - "shell.execute_reply": "2024-02-16T05:08:30.104484Z" + "iopub.execute_input": "2024-02-17T05:08:02.866828Z", + "iopub.status.busy": "2024-02-17T05:08:02.866451Z", + "iopub.status.idle": "2024-02-17T05:08:03.150706Z", + "shell.execute_reply": "2024-02-17T05:08:03.149977Z" } }, "outputs": [ { "data": { - "image/png": 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nVjvfuHHjgLnjAIDQateunb777jtt3ry52m0DBgzwf1EqLS2tNnIl0px00kk1nq8YHVJT0FPV448/ri5duui5557TQw89pIceekgJCQnKyMjQ9OnT1bVrV0nyL2776quvHvHxKm9H/pe//EXjxo1Ty5YtdfHFF6tTp05q2rSpHA6H5s+fr+XLl9e4MHLl0S2V+Xw+tWzZssbREbWpvP5OZQkJCSorK6vz4xztsaouLlwfw4cP1xtvvKHp06frH//4h399mbPPPls5OTm6+OKLj+vxK94Pte3S1759e23cuFE+ny9ghE3btm3lcDiO67mlw+/XK664QmeddZa6d+8uj8ejlStXSjoc7Nx///367W9/G7CO1bFYtWqVBg4cqN27d+uVV17R5ZdfXu2aitdV22ej4nxtva7p2qN9Divz+Xw655xztH79evXt21cej0etWrVSQkKCf62zqp+JE044Qdddd51mzZqlRYsWaeDAgXr99de1detWjRs3LmAx8NTUVC1ZskRTpkzRwoUL9dprr0k6HGLefffduuOOO476ugAAsYGAqJKDBw+qc+fOuvDCC/Xoo48e8/0vv/xyXXLJJQHnsrOzG/RfqgAAR3feeedp0aJFeu+993TTTTeFu5yjios7PMC3tLS0xtt9Pl+tX1YrT9uprGKaXV22WY+Pj9e4ceM0btw4bd++XZ988oleeeUVvfrqqyosLFRhYaEaN27sf6wFCxbU+MW7qtLSUk2ZMkXt2rXTV199VS2UONIuT7WFES6XS7t27VJxcfExhUSR5LLLLtNll12m/fv3q6CgQG+88Yb+9re/aejQofr666912mmn1fuxK3q4devWGv++smXLloDrKgQjHKosNTVVp512mpYtW6adO3fqxBNP1LfffquDBw/queee03PPPVfj/bp16yZJmjdvXsBi8dLhkWuDBg3Srl279Oqrr1ab8lWhYlHyVatW1Xh7xc5q3bt3P+rrqPg9He1zWNkzzzyj9evXa/LkydV2Ufvss8/0l7/8pcbHuvXWWzVr1iz9/e9/18CBA/3hYcVub5Wdeuqpmj17tkpLS7V8+XK9++67evLJJ3XnnXeqWbNm+t3vfnfU1wYAiH5MMavkzDPP1OjRo2sdNVRSUiLTNPWHP/xB119/vSZMmKDCwkL/7U2aNJHL5fL/8fl8KioqqnXHCgBAaNx4441KSEjQ3Llzq013qq+KaUXHOuKkLiqm0vz000/VbluzZs0RRwHVtPV1WVmZPvnkE0mH/7/uWLRt21bDhw/XnDlzdOGFF2rt2rX+ER7nnnuupMPbsNfFzp075fP51K9fv2rh0L59+6pNL6qLc889V5ZlaeHChcd8X7uIj4+v0/uoWbNmuvDCC/XYY49pwoQJOnTokN56663jeu6K90PVrd+lw++1oqIinXzyyXUaPXO8Kkb4VXy2OnfurN/97nc1/qkYiTNq1Cj97ne/U+fOnQMe65tvvtGAAQO0e/duvfbaa7WGQ9Lh91BiYqI+/fRT/fe//w24rby8XP/5z38k6Yg70lU466yzJB39c1jZmjVrJEkjRoyodlttW9lLh3d8O++88zRv3jwVFBTo3Xff1fnnn69TTz211vskJCTo7LPPVlZWll5++WVJ0vz584/4mgAAsYOA6Bg8++yzWr16tcaNG6dHHnlE5557rqZNm+b/17Wq3n//fbVv3/6I/0cNAGh4p5xyiiZOnKhDhw7p0ksv1eLFi2u8ri6L0FZo2bKlHA6HNm7cGKQq/+dXv/qVkpKStGDBAm3fvt1/vri4+KjTQd5//3298cYbAedmzJihtWvXauDAgUddoPrgwYP69NNPq50vKSnR7t27JUlNmzaVJA0bNkynnHKKvF6v8vPza3y8zz77TL/88oukw2FT06ZN9eWXXwZMOyspKdGdd95Z49pDR3P77bdLkv7v//6v2jotUvW1W+yodevW2rFjh4qLi6vd9tFHH9U4kqxihEpFL+qrYkTd1KlTtWPHDv/5srIy3X333SovLw/a6JJVq1bVGG6Wl5fr/vvv1/bt29WvXz9/QNq7d28988wzNf6pGPUzbdo0PfPMM+rdu7f/8ZYtW6aBAwfqv//9rxYsWKDLLrvsiHU1b95c119/vfbv319tBM+MGTO0YcMGDR48uE5b3Pfr1089evTQRx99pAULFlR7rJoWqK4It6qGdF9//bVycnKO+Hy33nqrDh06pBEjRsiyLP/W9pV9+eWXNf7eg/UeAgBED6aY1dHOnTv1wQcfaObMmWrVqpWkw1PKli9frkWLFumaa64JuP7QoUP6+OOPqw13BgCEx6RJk2RZlv785z/rvPPO09lnn62+ffuqVatW8vl82rBhg959911J0vnnn3/Ux2vevLnS09P18ccf69prr1X37t0VHx+vyy+//LgW75UOL5h855136s9//rPOPPNMXXHFFSotLdU777yjDh06qEOHDrXeNzMzU1dccYWuuOIKde3aVcuWLdNbb72lVq1aaebMmUd97uLiYvXv319du3bV2WefrdTUVB04cEDvvPOOvvvuO11++eX+f/hwOp167bXXNHjwYF122WXq16+fevfuraZNm+qnn37SF198oXXr1mnLli1q2rSp4uLidMcdd+ihhx5Sr169NGzYMB06dEiLFi3S7t27NXDgQC1atOiYfleXXHKJJk6cqKlTp+rUU0+V2+1Wx44dtW3bNn3yySc699xzq+1SZzeDBg3SF198oSFDhuj8889X48aNlZaWpszMTN1xxx3atGmTzjvvPHXu3FmNGjXSl19+qffff1+pqakaPXr0cT13v379dO+99+rhhx/W6aefrpEjR6pZs2Z66623tHLlSvXv31/33HNPUF5nfn6+xo8fr/79++vkk09W69attW3bNn344Ydat26d2rVrp6effvq4nuPnn3/WoEGDtHv3bg0aNEifffZZjVMXx40bFzAqatq0afrggw/02GOPadmyZerbt6++++47LViwQG3btpXX663T8zscDj377LO6+OKLNWLECA0fPtz/OXzvvfc0ZMiQaqPdPB6PHnnkEY0bN06LFi1St27dtHr1ar3xxhsaPny4Zs+eXevzjRo1Sn/84x+1adMmnXjiiRo+fHi1a1588UX9/e9/V//+/XXKKaeoZcuWWrt2rfLy8tS4ceOg7dgIAIgC1Ta+h2VZljVq1CiroKDAf/zll19ao0aNsq677rqAP6NHj7Yee+yxavf/+OOPrdGjR1s///xzCKsGABzN999/b40bN85KS0uzWrRoYSUkJFgtW7a0+vTpY40bN8768ssvq93nhhtusCRZ69evDzi/evVqa+jQoVarVq0sh8NhSbKee+45y7Isa/369ZYkKzU19Yj1SLJq+r/j8vJyKycnx+rSpYvldDqtjh07Wvfcc4+1f/9+KzU1tdrjPvfcc/7nz8vLs84991yradOmVosWLazhw4dbP/zwQ51+P4cOHbJyc3OtIUOGWB07drQaN25snXjiiVZ6err1t7/9zTp48GC1+2zbts3KysqyevbsaSUmJlrNmjWzunbtao0YMcJ68cUXrZKSEv+1JSUl1vTp061TTz3VatKkiXXSSSdZ1113nbVhw4Yaf88Vv8cbbrjhiHW/+eab1uDBg62WLVtajRo1slJSUiy322299957/msWLVpkSbImT55c42PU9HutzdHquuCCC6r1tXKPKtu3b581ZswYKzk52YqPjw943NmzZ1ujR4+2unbtajVr1sw64YQTrJ49e1oTJkywtm/fXqda6/LaXn75Zeu8886zmjdvbjVu3Ng67bTTrKlTp1rFxcXH/Fi1+eabbyzDMKy0tDSrdevWVnx8vJWUlGT16dPHmjx5srVr1646P1bF73f16tUB5yv6crQ/VT/LlmVZu3btsu644w6rU6dOltPptNq1a2f99re/tX766adjfq1Lly61Bg8ebDVv3txq3ry5NWjQIGvx4sXW5MmTLUnWokWLAq4vLCy0MjMzrTZt2lhNmza1zjrrLOvpp5+u0/t/3LhxliTr7rvvrvH2zz//3BozZox1xhlnWC1btrSaNGlinXLKKdaNN95offPNN8f82gAA0cthWexxWZMrr7wyYBezxYsX669//asee+wx/+KhFSrWHqosOztbiYmJQftXNwAAAKCqAQMG6KOPPtIPP/zgX7QbAID6YIpZHXXu3Fnl5eXas2fPUdcU2r59uwoLC3XvvfeGqDoAAADEmiVLlujDDz/UkCFDCIcAAMeNgKiSAwcOBGw/un37dm3YsEHNmzdXhw4d1L9/f82YMUMej0cnn3yy9u7dq2+++Uapqan+XSukwwuEulyuY94pBgAAADiav/3tb9q0aZOee+45xcXF6YEHHgh3SQCAKMAUs0oKCwtr/D/YCy64QIZhqLS0VK+99po+/PBD7d69W0lJSerWrZuuvPJKderUSdLhnTgMw9D555+vq6++OtQvAQAAAFGuc+fOKioqUpcuXTRlypRqm6UAAFAfBEQAAAAAAAAxLu7olwAAAAAAACCaERABAAAAAADEOAIiAAAAAACAGEdABAAAAAAAEOPY5v7/+/nnn1VaWhruMmytTZs22rFjR7jLwFHQJ/ujR5GBPtkfPbI/ehQZ6JP90SP7o0eRIRb7lJCQoJYtW9bt2gauJWKUlpaqpKQk3GXYlsPhkHT498TGd/ZFn+yPHkUG+mR/9Mj+6FFkoE/2R4/sjx5FBvp0dEwxAwAAAAAAiHEERAAAAAAAADGOgAgAAAAAACDGERABAAAAAADEOBaproODBw/q4MGD4S4j7IqLi3Xo0KEab3M4HGrevLl/4S8AAAAAABA5CIiOYv/+/XI4HDrhhBNiPvxwOp217vR26NAh7du3TyeccEKIqwIAAAAAAMeLKWZHUVpaqqZNm8Z8OHQ0jRo1YqtAAAAAAAAiFAHRURAMAQAAAACAaEdABAAAAAAAEOMIiAAAAAAAAGIcAVGUGjlypCZNmlTr7cnJyVq4cGEIKwIAAAAAAHZFQBSjvv76aw0cOFCS9NNPPyk5OVkrV64Mc1UAAAAAACAc2OY+RrVt2zbcJQAAAAAAAJtgBFEUsyxLU6dOVc+ePdW7d29Nnz7df1vlKWbnnnuuJGnw4MFKTk7WyJEjJUmLFy/WZZddpq5du+rUU0/VZZddpqKiotC/EAAAAAAA0KAIiELINE2lp6fLNM2QPN+rr76qpk2bKi8vT/fff78ef/xxffTRR9Wue/PNNyVJr7zyir7++ms9/fTTKi0t1e9+9zude+65evfdd/X666/r+uuvl8PhCEntAAAAAAAgdAiIQsjr9aqoqEherzckz3fqqafqrrvuUpcuXTRq1CilpaXpk08+qXZd69atJUktW7ZU27Zt1bJlS/33v//V3r17ddFFF6lz587q1q2bRo8ereTk5JDUDgAAAAAAQoeAKIQMw1BKSooMwwjJ85166qkBx23bttXOnTvrdN+WLVvqyiuv1LXXXqsbbrhBzzzzjLZt29YQZQIAAAAAgDAjIAohj8ejgoICeTyekDxfQkLgGuQOh0Pl5eV1vv/jjz+u119/XX369NHrr7+uc889V19++WWwywQAAAAAAGFGQAQ5nU5JqjE8Ov3003X77bfr9ddf169+9SvNnz8/xNUBAAAAAICGxjb30IknnqgmTZpo0aJFat++vRo3biyfz6d//etfuvjii9WuXTutXbtW69ev14gRI8JdLgAAAAAACDJGEEEJCQn685//rH/+858666yzdNNNNykxMVFr1qzR73//e/3mN7/Rvffeq9/+9re6/vrrw10uAAAAAOD/C/Vu2YheDsuyrHAXYQc7duxQSUlJtfN79+5VUlJSGCqyH6fTWePvqAK/q/BzOBxq3769tmzZIj7a9kSPIgN9sj96ZH/0KDLQJ/ujR/YX7h6lp6erqKhIKSkpKigoCPnzR4pw9ylcnE6n2rRpU6drGUEEAAAAAECEqRg51KdPn5Dulo3oxRpEAAAAAABEGK/Xq6KiIkli5BCCghFEAAAAAABECNM01bVrVxUVFSkxMZGRQwgaAiIAAAAAACJEbm6uiouLJUmHDh2Sx+MJc0WIFgREAAAAAABEAMMw5PP5/Menn356+IpB1CEgqoPy8vJwl2B7sbQKPAAAAACEmmmamj9/fsC5Xbt2hacYRCUCoqNo2rSp/vvf/xISHcUvv/yixo0bh7sMAAAAAIg6pmlqwoQJ/mOn06nExETt27dPpmmGsTJEE3YxO4qEhAQ1a9ZM+/btC3cpYdeoUSMdOnSo2nnLspSQkEBABAAAAABBVhEOVZ61UVJSovLychUXF8vr9bIOEYKCgKgOEhISlJSUFO4ywsrhcKh9+/basmUL08kAAAAAIERyc3OrfQeLj49XZmamli5dyi5mCBoCIgAAAAAAbMg0Te3Zs8d/nJiYqNatW8swDEYNIegIiAAAAAAAsKHs7Gz/6CGXy6WsrCyCITQYFqkGAAAAAMBmDMNQcXGx/3jAgAHyer0yDEPp6eksTo2gYwQRAAAAAAA2YhhGtS3t8/LyVFZWpi1btqisrIzFqRF0BEQAAAAAANiEaZoB4ZDT6dRJJ52kPn36aOnSpf7/ZXFqBBsBEQAAAAAANpGdnV3tmJFCCAXWIAIAAAAAwAaqrjvkdrsJhxAyBEQAAAAAANhAXl6e/2e32y2v1xvGahBrCIgAAAAAAAizjIwMlZWVSZLS0tIIhxByBEQAAAAAAISRaZpavny5/3jXrl11vh9b3iNYCIgAAAAAAAijSZMm+X92Op113qHM6/WqqKiI0UYICnYxAwAAAAAgTEzTVElJif94w4YNdb6vYRjyer1seY+gICACAAAAACBMKo/+SUtLO6b7ejwedjlD0DDFDAAAAACAEDNNU127dlVRUZESExOVk5Oj/Pz8cJeFGMYIIgAAAAAAQsg0TY0fP95/fOjQIUYCIewYQQQAAAAAQIhUDYckKTMz038bu5IhXAiIAAAAAAAIkdzc3IBjt9vtX4eIXckQTgREAAAAAACEgGma8vl8/uPK4ZB0eFeylJQUdiVDWBAQAQAAAAAQZBkZGUpOTlZGRoak6lPLHA6H0tPTA+7j8XhUUFDAekQICxapBgAAAAAgiAzD0PLlyyVJy5cvV9euXVVcXBxwjWVZ8nq9hEGwDQIiAAAAAACCxDAMzZ8/P+Bc1XAoLS1Nu3btYioZbIWACAAAAACAIDBNs1o4VFVaWpry8/NDUxBwDFiDCAAAAACAIKi6Q1lNdu3aFYJKgGNHQAQAAAAAwHG69NJLq+1Q5na75XA4lJiYKLfbzQ5lsDWmmAEAAAAAcBzOOecc/6LUkuRyufzb16enp8vr9fr/F7ArRhABAAAAAFBPt912m5YuXeo/djqdysrK8h97vV4VFRURDsH2CIgAAAAAADhGhmEoOTk5YFHqtLQ0bdiwIWDresMwmFqGiEBABAAAAADAMahptzKn06ldu3bJNM2A8x6PRwUFBQGhEWBHBEQAAAAAANSRaZoaP358wLmmTZuqWbNmTCVDRCMgAgAAAACgDmoKh9xut/bv36/77ruvXlPJTNNUenp6tZFHQKgREAEAAAAAUAeTJk0KOHa73Zo5c6ak+k8lYxFr2AUBEQAAAAAAR5GRkaGSkhL/sdvtPu5QxzRN7du3Ty6Xi0WsEXYERAAAAAAAHIFhGFq+fLn/OC0tLSgjfrxer3w+n5o3b84i1gg7AiIAAAAAAGpRdceytLQ05efn+2/r27evZs2aVa/HNgyjXusWAQ0hIdwFAAAAAABgV9nZ2QHHFeGQ9L/1gx566CENGzbsmB+7YtRQxWgkRhEhnBhBBAAAAABADTIyMlRcXOw/drvdAbdXjAC677776v0c9V2kmt3PEGwERAAAAAAAVFF13aGaFqX2eDxasmSJxowZc1zPU59pZux+hmAjIAIAAAAAoIoFCxb4f3Y6nQ0WxHg8HhUUFBzz9DLWL0KwsQYRAAAAAACVZGRkyLIs/3HVdYjswOPxsGYRgooRRAAAAAAA/H9Vp5bl5OQQxCAm2GoE0bfffqvXX39d69ev188//6y7775bffv2PeJ9CgsLZZqmfvrpJ7Vu3VojRozQgAEDQlMwAAAAACBq1LSlPeEQYoWtRhAdPHhQnTt31u9+97s6Xb99+3Y99NBD6tmzpx5++GFddtllmjVrlpYtW9awhQIAAAAAok7lqWSJiYkBW9oD0c5WI4jOPPNMnXnmmXW+/j//+Y/atm3rT3RTUlL0/fff680331Tv3r0bqEoAAAAAQLQxTTNgS/tJkyaFsRog9GwVEB2r1atXq1evXgHn0tLS9Pzzz9d6n5KSEpWUlPiPHQ6HEhMT/T+jZhW/G35H9kaf7I8eRQb6ZH/0yP7oUWSgT/ZHj0LDNE2NHz/ef5yYmKgbbrihTvelR5GBPh1dRAdEPp9PLVq0CDjXokULFRcX69ChQ2rUqFG1+8ybN09z5871H5988snKzc1VmzZtGrzeaNCuXbtwl4A6oE/2R48iA32yP3pkf/QoMtAn+6NHDavqLmWPPfaY2rdvf0yPQY8iA32qXUQHRPVxxRVXaOjQof7jivRwx44dKi0tDVdZtudwONSuXTtt3bo1YLtH2At9sj96FBnok/3RI/ujR5GBPtkfPWp4t912m3755Rf/sdvt1rBhw7Rly5Y63Z8eRYZY7VNCQkKdB8REdEDkcrm0Z8+egHN79uxRYmJijaOHJMnpdMrpdNZ4Wyy9SerLsix+TxGAPtkfPYoM9Mn+6JH90aPIQJ/sjx41jKq7liUmJsrr9dbrd92QPTJNU16vV4ZhsKvaceKzVDtb7WJ2rLp166Zvvvkm4NyKFSvUvXv3MFUEAAAAAIgUVaeW2XVhaq/Xq6KiInm93nCXgihmq4DowIED2rBhgzZs2CDp8Db2GzZs0M6dOyVJL730kmbMmOG//pJLLtH27dv1z3/+U5s2bdLbb7+tzz77TJdddlk4ygcAAAAARIiMjIyAXctycnJsOzrHMAylpKTIMIxwl4IoZquAaO3atbr33nt17733Sjo8jO7ee+/V7NmzJUk///yzPyySpLZt2+q+++7TihUrdM899+iNN97QmDFj2OIeAAAAqMQ0TaWnp8s0zXCXAtiCYRhavny5/zgxMdG24ZAkeTweFRQUVKuRzzaCyWEx+U7S4UWqS0pKwl2GbTkcDrVv315btmxhvqaN0Sf7o0eRgT7ZHz2yP3pkL+np6SoqKlJKSooKCgr85+mT/dGj4DMMI2DdIafTqezs7HoHROHsUW2fbVQXq58lp9NZ50WqbTWCCAAAAEDwMT0F+J8FCxb4f05MTNSGDRtsPXroSPhsI5gIiAAAAIAoVHnqSW3TU4BYY5pmwOiR2haljpSpW3y2EUwERAAAAECUMU1TEyZMUFFRkXJzc8NdDmALGRkZGj9+vP/Y5XLVGqywaxhiEQERAAAAEGWys7Njao0N4GiqLkotSVlZWUe8PhKmbkXKSCdEBgIiAAAAIIqYphmwdfeRvgQDsaDqotSS5Ha7jzgtyy5Tt44WADHSCcFEQAQAAABEkcpTyo72JRiIBVXDoZycHNsEKscbAEXKSCdEBgIiAAAAIEpkZGTI5/NJOry+il2+BAPhkpGREXCck5Njq9D0eAMgu4x0QnQgIAIAAACiQNU1VphahliXkZER8Jmw44g6AiDYSUK4CwAAAABw/CpPo0lLS+MLJWJa1cA0LS3NliPqPB4Pn1XYBiOIAAAAgAhXdfRBfn5+mCoBws80zYDA1Ol08pkA6oCACAAAAIhgVb8Mu93usNUC2MGkSZMCjrOzs8NUCRBZCIgAAACACFb5y29iYqItp9EAoZKRkaGSkhL/sd0WpQbsjIAIAAAAiFCGYai4uNh/XHXkBBBLqi5KzVpcwLEhIAIAAAAiVNWpZXwZRqwyTbNaOMS6Q8CxISACAAAAIlDVhamZWoZYVnmqJYtSA/VDQAQAAABEGBamBg4zTVOdO3cOmGrJotRA/RAQAQAAABGm8lpDLEyNWJadnR2wKDVTLYH6IyACAAAAIohhGAFfiFmYGrEqIyMjYORQWloaYSlwHAiIAAAAgAhRdWoZuzQhVlXdsSwxMZF1h4DjREAEAAAARIiqU8v4QoxYVHXHMqfTyUg6IAgSwl0AAAAAgKMzTZOpZYh5VUcOOZ1ObdiwIXwFAVGEEUQAAACAzZmmqQkTJviPmVqGWFU5HJLYsQwIJgIiAAAAwOays7NlWZYkyeVyMbUMMadiO/vKXC5XTAelpmkqPT1dpmmGuxRECQIiAAAAwMZM0wzYqSkrKyuM1QDh4fV6A6ZYulyumP8seL1eFRUVsXMbgoaACAAAALCxylNoEhMTY3rEBGKPaZrq2bOndu3apbi4w19f09LSVFhYGPOfBcMwlJKSIsMwwl0KogSLVAMAAAA2lZGRETB6iIWpEWuys7P9n4HExEStWbMmzBXZh8fjifmQDMHFCCIAAADAhqpu5e12u/kyiJhiGEZAQHrgwIEwVgNEP0YQAQAAADZUeWqZ0+lknRHElKrb2UvSsGHDwlQNEBsIiAAAAACbqTq1jK28EUtqGj1HQAo0PKaYAQAAADbC1DLEMsMwNH78eP9xxeg5tnQHGh4BEQAAAGAjTC1DLFuwYEHAccXngS3dgYZHQAQAAADYRNVFeZlahlhimqYsy/Ifu1wu/+g5tnQHGh5rEAEAAAA2MX/+fP/PTC1DrMnNzfX/7HA4lJWV5T9mS3eg4TGCCAAAALCBqiMjmEqDWOVwODRt2jRJYt0hIIQIiAAAAIAwM02z2ughINZkZWUpJSVF06ZNk8fjYd0hIMQIiAAAAIAwq7zWUGJiIl+IAbHuEBBqBEQAAABAGFVdmHrSpElhrAYIn6ojhjwejwoKClh7CAgRAiIAAAAgjFiYGjgclG7atEmJiYmMGALChF3MAAAAgDBhYWrEMtM0lZ2dHTCC7tChQ4SkQJgQEAEAAABhwMLUiGWmaWr8+PHVzmdmZoahGgASU8wAAACAsGBhasSyyu//CsnJybV+DkzTZMt7oIEREAEAAAAhZpomC1MjZmVkZAS8/9PS0rRp0yYtWbKk1vuw5T3Q8AiIAAAAgBCrOnqINVcQKzIyMrR8+XL/sdvtVn5+/lHvx5b3QMMjIAIAAABCiG3tEasMwwgIh9LS0vwjgo42hYwt74GGR0AEAAAAhBDb2iMWVV2UPS0tLWDkEFPIgPAjIAIAAABCJCMjI+CYL8OIBTXtWFZ1WhlTyIDwY5t7AAAAIASqTq9hW3vEgprCoZre+x6Ph9F0QJgxgggAAAAIgarTaxg9hFhQdTt7t9vNex+wKQIiAAAAoIFVnTZTl12bgEjXt2/fatvZEw4B9kVABAAAADQgwzCqLUwNRLuMjAxt2rTJf1zX7ewBhA8BEQAAANCAKodDiYmJjKBA1Ku63lZycnK93/emaSo9PV2maQarPAC1ICACAAAAGkjVqWWTJk0KUyVAaFQdMZeWlqYlS5bU+/G8Xq+KiooIVoEQICACAAAAGoBpmtWmlrFLE6JZ1XBIOv71tgzDUEpKSrWwFUDwERABAAAADaDy7k1MLUO0qxqISrWvt3Us08Y8Ho8KCgoIV4EQICACAAAAgsw0zYDdm5hahmhmGIbGjx8fcC4nJ6fWUJRpY4A9ERABAAAAQVZ19BCjHxCtappWlpOTc8T3PNPGAHtKCHcBAAAAQDTJyMhg9BBiQm3Tyo4WiHo8HkJTwIYIiAAAAIAgMU0zYHtvFqZGNMvNzQ04PtrIIQD2xhQzAAAAIAhM0wxYh8XpdLLGCqKWaZry+Xz+Y8IhIPIREAEAAABBUHU0ReV1iIBoU/n97nK5CIeAKEBABAAAABynqqMpmFqGaFWxRf3BgwernQcQ2QiIAAAAgONUeSFql8vF1DJErYot6g8cOCCXyyWXyyWfz8d7HogCBEQAAADAcTAMQyUlJf7jrKysMFYDNJyMjAwVFRVJkizLUvPmzZWVlcWW9UCUYBczAAAA4DgsWLDA/3NaWhpTyxCVqu7QFx8fL8Mw2LIeiCKMIAIAAADqyTAMWZYlSUpMTFR+fn6YKwKCzzRNTZgwwX8cFxenE044odo16enpMbkWkWma6ty5c0y+dkQXAiIAAACgniqPHqq8DhEQLSrCocpBqMPhqLbuUMXaRLG4FtGMGTP0448/asaMGeEuBTguBEQAAABAPZim6f/S7HQ6mWaDqJSbm+t/nzscDjVu3FhlZWX+KWYVDMOI2bWIxo4dq9TUVI0dOzbcpQDHhTWIAAAAgHrIzc31/9ysWbMwVgI0PIfDoWnTpkk6PFqoYv2hCrG8FpHH41FWVpa2bNniD9OASERABAAAABwjwzDk8/kkHf7izM5liDamaWrSpEkqKSmR0+lUdna2PwCK1SAIiHYERAAAAMAxME1T8+fP9x9PmzaNL8yIKqZpauLEiSorK5MklZSU8B4HYgABEQAAAHAMsrOzA4754oxoYhhGQAAqSWlpaeEpBkBIERABAAAAdWSapoqLi/3Hbrc7fMUAQVZ1dJzD4VBRUVH4CgIQUuxiBgAAANRR5a3s3W53TG7pjehkmqbGjx8fcG7YsGFhqgZAODCCCAAAAKgDwzBUUlLiPyYcQrQwTVMTJkwIOJeTk8P0SSDGMIIIAAAAOIqqU29YkwXRJDs7O2B7drfbXS0cMk1T6enpMk0z1OUBCBECIgAAAOAocnNz/T8nJiYqPz8/jNUAwWMYRsC6Wi6XS+np6dWu83q9KioqYuQcEMVsN8Vs4cKFysvLk8/nU2pqqm666SZ17dq11uvffPNN/ec//9HOnTuVlJSk9PR0XXPNNWrUqFEIqwYAAEC0Mk1TPp/Pf1x5HSIgklUdGSdJPp/PHwJ5vV4ZhiGPxyPDMPzHAKKTrUYQLV68WKZpauTIkcrNzVVqaqoefPBB7dmzp8brP/nkE7300ksaNWqUHn/8cY0ZM0afffaZXn755RBXDgAAgGhVefSQw+FgXRZEBcMwqi1K7Xa7lZKS4g+DKo8Y8ng8Kigo4P0PRDFbjSB64403NGjQIA0cOFCSdMstt+irr77SokWLatxC9IcfflCPHj3Uv39/SVLbtm113nnnafXq1aEsGwAAAFGq6ughdnVCtMjLyws4rmlRakYMAbHFNgFRaWmp1q1bFxAExcXFqVevXlq1alWN9+nRo4c+/vhjrVmzRl27dtW2bdv09ddf6ze/+U2tz1NSUhKw+4TD4VBiYqL/Z9Ss4nfD78je6JP90aPIQJ/sjx7ZX7T0KDs72/+zy+XSzJkzw1hN8EVLn6JZQ/TotttuU1lZmf/Y7XbrhhtuCLjmhhtuqHYONeNzFBno09HZJiDau3evysvL5XK5As67XC5t3ry5xvv0799fe/fu1Z/+9CdJUllZmS6++GINHz681ueZN2+e5s6d6z8++eSTlZubqzZt2hz/i4gB7dq1C3cJqAP6ZH/0KDLQJ/ujR/YXyT2aNWtWwOK9OTk5at++fRgrajiR3KdYEawezZo1y7/ukMPhUKdOnTR48OCjvrdnzZqlhx56SPfdd58k+X8eM2ZMUOqKBnyOIgN9qp3DqryfYRjt3r1bY8aM0dSpU9W9e3f/+X/+85/69ttvNW3atGr3KSws1BNPPKHRo0erW7du2rp1q5577jkNGjRII0eOrPF5ahtBtGPHDpWWlgb/hUUJh8Ohdu3aaevWrbLJWwY1oE/2R48iA32yP3pkf9HQo1NOOcUfECUmJmrt2rVhrij4oqFP0S6YPbr00ku1fPly/7HT6VRJSYlSUlK0ZMmSI963b9++KioqUkpKiiT5fz7a/WIBn6PIEKt9SkhIqPOAGNuMIEpKSlJcXFzAHG/p8Cr6VUcVVZg9e7bOP/98DRo0SJLUqVMnHThwQE899ZSGDx+uuLjqa3A7nU45nc4aHy+W3iT1ZVkWv6cIQJ/sjx5FBvpkf/TI/iK1R1W3/p40aVJEvo66itQ+xZLj7VFGRkZAOCRJzZo1U/PmzWUYxlEfu+ouZhU/8775Hz5HkYE+1c42AVFCQoK6dOmilStXqm/fvpKk8vJyrVy5UkOGDKnxPgcPHqw2f7CmUAgAAACoq6pbf7vdbnZuQkQzDKNaOJSYmKisrKw6v7c9Hk/AtXwmgOhjqzRl6NCheu+99/TBBx+oqKhIzzzzjA4ePKgBAwZIkmbMmKGXXnrJf/3ZZ5+td955R59++qm2b9+uFStWaPbs2Tr77LMJigAAAFAvlbe1l+Tf5huIRFUDzwqtW7c+YshjmqbS09NlmmYDVgfATmwzgkiS+vXrp71792rOnDny+Xzq3LmzJkyY4J9itnPnzoARQyNGjJDD4dArr7yi3bt3KykpSWeffbauvvrqML0CAAAARJPKO+wCkcY0TY0fP95/7HQ61axZM0k66vb1Xq9XRUVF8nq9jBYCYoStAiJJGjJkSK1TyqZMmRJwHB8fr1GjRmnUqFEhqAwAAADRzjAM/5qYbreb0UOIaFXfv5dddlmd39NV1xyqYJqmvF6v+vTpo6VLl8owDAIkIEowDwsAAADQ4S/ElafiLF26NHzFAMfJNE1t27Yt4FzFe7ou08c8Ho8KCgqqhT8VI4vy8vL8I4wARAcCIgAAAEDSggULAo6PNgUHsKuKqWUlJSWSDm/vnZKSErADWVFRkSZOnHjMawwZhqGUlBRlZmYGPCaAyGe7KWYAAABAqFXdrjsnJ4dpM4hYVUf1DBs2LOCcYRiaOHGiysrKjnmNoaq7mQGIHgREAAAAiHmVRw+5XC6+ACNiGYahoqIi/3FNa2lVvL9rWmMIQOwiIAIAAEBMqzp6KCsrK4zVAMen8jpaKSkpta4RxEggAFWxBhEAAABiWuUv1EwtQ6QyTVNdu3YNOMfoIADHgoAIAAAAMavqF2jCIUSq7OxsFRcX+4/dbnfQ3s912fUMQOQjIAIAAEBMMk0zYPSQ2+0OWy3A8cjIyAgIhxITE4O6/XzFrmdsaQ9ENwIiAAAAxKTs7Gz/z8H+Qg2EimEYWr58uf84MTFRkyZNCvpzsKU9EP1YpBoAAAAxxzTNgBEXwf5CDYRC1VFwaWlpys/PD/rzsKA1EBsIiAAAABBzqo4e4ssvIo1hGAHhkNPpbJBwCEDsYIoZAAAAYophGIweQkSrOnJIkpo1a1bjdSwuDaCuCIgAAAAQUxYsWOD/OZg7PQGhUnkEnCS5XC5lZWVVu47FpQEcCwIiAAAAxAzTNGVZliQWpkZk6tu3b7Xt7AsLC2sMOllcGsCxICACAABAzMjNzfX/PHjw4DBWAhw7wzC0adMm/3FaWpqWLl1a6xQyj8ejgoICRskBqBMCIgAAAMSMgwcP+n9eunRpGCsBjs2ll14asO5QcnKydu3a5Z9CxnpDAI4XAREAAABigmmaOnDggCTJ4XAw7QYR45prrtHy5cv9x263W0uWLAmYQhbs9YYInIDYQ0AEAACAmJCdne1ff2jatGlMu0FEuO222/Tyyy8HnEtPT5cUOIUs2OsNscA1EHsIiAAAABATKi/sSziESFDTdvaSagxtgr3eEAtcA7EnIdwFAAAAAA0tIyPD/3NiYmIYKwHqxjCMauGQ2+3W0qVLQxLaeDweglQgxhAQAQAAIKoZhhGwfsukSZPCWA1wdBkZGQHvWYfDoWHDhjHdC0CDYooZAAAAolrlURhpaWmMioCtVQ00JcmyLHbdA9DgCIgAAAAQtapOxcnPzw9TJcDR1TStTJLi4uI0duzY0BcEIKYQEAEAACBqLViwwP+z2+0OXyFAHVR+vyYnJ8vlcsnlcsnr9R7TyDe2qAdQH6xBBAAAgKhkmqZ/W/vExETWb4GtVX6/SofXHSosLJTD4VD79u21ZcuWOj9W5S3qmVIJoK4YQQQAAIColJubK+nwF20WpoadmaapiRMnSjr8fnW5XMe1Uxlb1AOoD0YQAQAAIOoYhiGfzydJatKkCaMoYGter1dlZWWKj4/X1KlTj/v9yhb1AOqDEUQAAACIKqZpBiz027hx4/AVA9RBxYifYIRDAFBfBEQAAACIKhVTyypkZWWFqRKgdpUXkvZ4PCooKCAcAhBWBEQAAACIGqZp+qeWSVJOTg5fumE7hmFo/Pjx/oWkK1SERoZhsAsZgJAjIAIAAEDUyM7O9v/scrkIh2BLeXl5/p8rLyRdsftYXl5etfAIABoaAREAAACigmmaKi4u9h8ztQx2UzFC6PTTT1d8fLzcbndAiFmxFlFmZia7kAEIOXYxAwAAQFSoPHooMTGR0UOwnezsbBUXF2vXrl3auHFjtdvZfQxAODGCCAAAABHPMIyA0UOTJk0KYzVAdZVHuB04cCDM1dRd5cW0AUQ3AiIAAABEvAULFvh/rjptBwi3ikWpKwwbNiyM1RybinWRWA8JiH4ERAAAAIhohmHIsixJh6eW8UUWdlN5UeqcnJyIeo9WrIvEekhA9CMgAgAAQMQyTVPz58/3HzO1DHZhmqZ69uypnj171roodSTweDwqKCiIuLoBHLt6LVK9YcMGFRUVqX///v5zy5Yt07x581RSUqL+/fsrIyMjaEUCAAAANWFhathVxYLUktS8efMaF6UGADup1wiif/7zn1q8eLH/ePv27Xr00Ue1fft2SdILL7ygd999NzgVAgAAADWouq09o4dgF1UXTY+E6VksRg2gXgHRjz/+qF/96lf+4w8//FBxcXHKzc3VtGnTdO655+qdd94JWpEAAABAVYwegh1VnfYYKdPKWIwaQL0Col9++UUnnHCC//jrr7/WGWecoaSkJEnSGWecoa1btwanQgAAAKAKtrWHHVXdrcztdkdM4MJi1ADqtQaRy+XSpk2bJEk///yz1q1bpwEDBvhvP3DggBwOR1AKBAAAACozDCMiR2ggulV9X7pcrogJh6TDi1HzOQJiW70ConPOOUdvvfWWDh06pDVr1sjpdKpv377+23/88UeddNJJQSsSAAAAqLBgwYKA40j6Eo7oVHVamSRlZWWFp5gQMU1TXq9XhmEQLAFRol5TzEaPHq309HR9/PHH2rNnj2677Ta5XC5Jh6efff755zrjjDOCWScAAAAgwzBkWZb/2O12h68YQNWnlUlSTk5O1IcmrFkERJ96jSBq0qSJ7rjjjlpvmzVrlho1anRchQEAAABVVR6lEQtfwmFvVUcOuVwuZWVlxcT70jAM/wgiANGhXgFRVb/88ouaNGmiuLg4xcXFqWnTpsF4WAAAAMAvIyMj4DgWvoTD3iqPnklMTFRhYWEYqwkt1iwCok+9pphJ0tq1a/Xggw/quuuu00033aRvv/1WkrR37149/PDDMfUfRwAAADQswzC0fPly/zFTyxBuGRkZKioqUlxcnFwuV9TupGeaptLT02WaZrhLAdDA6hUQ/fDDD5o0aZK2bt2q3/zmNwHzwJOSkvTLL7/onXfeCVqRAAAAiG2Vp/GkpaWx7gnCqnJgWV5ersLCwqgdTcNaQ0DsqFdA9PLLLys5OVmPPfaYrr766mq39+zZU2vWrDnu4gAAAICqU8vy8/PDVAlinWEYSk5OrhZYRjPDMJSSksJaQ0AMqNcaRGvXrtXVV18tp9OpAwcOVLu9VatW8vl8x1sbAAAAYhxTy2AXGRkZAe9F6fD7MdpH1rDWEBA76jWCKD4+PmBaWVW7d+9WkyZN6l0UAAAAUHWHKKaWIZyqhkO8HwFEm3oFRN26ddPnn39e420HDhzQBx98oNNOO+24CgMAAEBsq/rlm6llCKeKqWROp1M5OTm8HwFEnXpNMbvyyis1ZcoU5eTk6LzzzpMkbdiwQdu2bVNeXp727t2rESNGBLVQAAAAxBbDMJSdna0DBw5o2LBh4S4HMY5ACEC0q/cIovHjx2vr1q3+f9l58cUX9dRTT6m8vFzjx49XampqUAsFAABAbPF4PFqzZg07KMEW2O4dQLSr1wgiSTr99NP1l7/8RRs2bNCWLVtkWZZOOukkdenSRQ6HI5g1AgAAAEBYmKap3Nxc7dmzR5Zlyev1smgzgKhU74CoQufOndW5c+cglAIAAAAA9mGapsaPH+8/jo+PZ7t3AFGrTgHRt99+W68HZ6FqAAAAAJGq6tTGqVOnMnoIQNSqU0D0wAMP1OvBZ8+eXa/7AQAAAEC4VEwrO3jwoJxOp0pLSzVs2DDCIQBRrU4B0eTJkxu6DgAAAACwhezsbBUXF0uSUlJSVFBQEOaKAKDh1SkgYqoYAAAAgGhnmqYmTZqkkpIS/znWHAIQK+q1zT0AAAAARJvc3NyAcMjtdjOtDEDMqNMIopkzZ8rhcOgPf/iD4uLiNHPmzKPex+Fw6NZbbz3uAgEAAACgoWVkZMjn8/mP09LSqi1SDQDRrE4BUWFhoRwOh8rLyxUXF6fCwsKj3sfhcBx3cQAAAIhupmnK6/XKMAxGaiBsMjIytHz5cv9xTk4O70cAMadOAVHV5JwkHQAAAMHg9XpVVFQkr9fLF3KEhWmaAeFQWloa70UAMalOaxBlZWVp2bJl/uMPP/xQ27dvb6iaAAAAEOVM01R6err69OmjlJQUFgJGWBiGofHjx/uPnU6n8vPzw1gRAIRPnUYQ/fjjj9q7d6//eObMmbr99tvVtm3bBisMAAAA0ck0TU2YMEGWZWnfvn11Wr4ACDbDMDR//nz/scvlUlZWVvgKAoAwq1NA1KZNG33zzTfq37+/4uLY+AwAAAD15/V6ZVlWuMtADKsaDiUmJhJUAoh5dQqILr74Yv3rX//SJ598okaNGkmSZs2apaeffvqI93vhhReOv0IAAABEFcMwlJubK0mM2EDImaYZEA5J0qRJk8JTDADYSJ0Cossvv1ypqakqLCyUz+fThx9+qFNOOUUnnXRSQ9cHAACAKOPxeFgEGGFhmmbAmkMSO5YBQIU6BUTS4dX809LSJB1epPriiy9W//79G6wwAAAARA/DMJSXl6fMzEx2xEVYEA7Zk2ma8nq9MgyDXgBhVq8FhWbPnk04BAAAgDqpmNJTVlamvLy8cJeDGFRTOOR2uwkkbMDr9aqoqIjgGLABVpwGAABAg6nYsaxCZmZmGKtBrMrOzg44drvdBBI2YRiGUlJSZBhGuEsBYl6dp5gBAAAAx2LWrFkaP368f8cyl8vFl3KEXEZGhoqLi/3HhEP2wppkgH0wgggAAABBZ5qmxo4d6w+HHA4HO5Yh5AzD0PLly/3HhEMAUDtGEAEAACDoZsyYobKyMjkcDrVo0UJZWVmMEkBIGYYRsJ19Wloa4RAAHAEBEQAAAIKmYkeiPn36KD4+Xrfeequuv/76cJeFGFOxMHqFxMRE5efnh68gAIgAxxUQ7du3TytWrNCOHTskSW3atFGvXr10wgkn1PsxFy5cqLy8PPl8PqWmpuqmm25S165da71+//79evnll7VkyRLt27dPbdq00Q033KCzzjqr3jUAAADg2GVkZPin8+zbt08///yztmzZ4p9mBoRC1ZFDkjRp0qTwFAMAEaTeAdGcOXO0YMEClZaWBj5gQoIuv/xyXXXVVcf8mIsXL5ZpmrrlllvUrVs3vfnmm3rwwQf1xBNPqEWLFtWuLy0t1dSpU5WUlKS77rpLrVq10s6dO9W0adP6viwAAADUQ9W1XoBwqDpySGI7ewCoq3oFRHPnztW///1vnXnmmRoyZIg6dOggSdq8ebMWLlyo1157TfHx8Ro5cuQxPe4bb7yhQYMGaeDAgZKkW265RV999ZUWLVokt9td7fr3339f+/bt05///GclJBx+KW3btq3PSwIAAMBxyMvL8//sdDp13333hbEaxKqq29nn5OQQDgFAHdUrIHrnnXd09tln69577w0437ZtW/Xu3VsPPfSQ3nnnnWMKiEpLS7Vu3bqAICguLk69evXSqlWrarzPl19+qW7duunZZ5/V0qVLlZSUpPPOO09ut1txcTVv0FZSUqKSkhL/scPhUGJiov9n1Kzid8PvyN7ok/3Ro8hAn+yPHtlPZmam8vLylJmZqZkzZ9KjCBFNfbr00kurbWd/ww03hLGi4IimHkUrehQZ6NPR1Ssg+uWXX9S7d+9abz/rrLP07bffHtNj7t27V+Xl5XK5XAHnXS6XNm/eXON9tm3bph07dqh///4aP368tm7dqmeeeUZlZWUaNWpUjfeZN2+e5s6d6z8++eSTlZubqzZt2hxTvbGqXbt24S4BdUCf7I8eRQb6ZH/0KPyuueYazZkzR1deeWW1pQckehQpIr1P55xzTsAUx6uvvlovvfRSGCsKvkjvUSygR5GBPtWuXgHRr371K61evVqXXHJJjbevXr1aPXr0OK7C6sKyLCUlJekPf/iD4uLi1KVLF+3evVuvv/56rQHRFVdcoaFDh/qPK9LDHTt21PiXGhzmcDjUrl07bd26lYUmbYw+2R89igz0yf7okX288sorsixLr7zyiqZPn+4/T48iQ7T0aenSpf6fnU6npk+fri1btoSxouCJlh5FM3oUGWK1TwkJCXUeEFOvgOiWW27Rgw8+qOeff15Dhgzxr/uzfft2LVy4UKtXr9aECROO6TGTkpIUFxcnn88XcN7n81UbVVTB5XIpISEhYDpZcnKyfD6fSktL/esSVeZ0OuV0Omt8vFh6k9SXZVn8niIAfbI/ehQZ6JP90aPwa9KkiYqLi9WkSZMae0GPIkOk9yktLU3Lly+X0+lUdnZ2RL+W2kR6j2IBPYoM9Kl2dQqIPB5PtXl6ZWVleuutt/TWW2/5A5ry8nJJh0OYe+65Ry+88ELdC0lIUJcuXbRy5Ur17dvX/3grV67UkCFDarxPjx499Omnn6q8vNxfw5YtW9SyZcsawyEAAAAEh2ma8nq9Gjx4sJYuXSrDMMJdEmJYfn5+uEsAgIhXpxQlPT09JAs5DR06VF6vV126dFHXrl2Vn5+vgwcPasCAAZKkGTNmqFWrVrrmmmskSZdcconefvtt/0imrVu3at68ebr00ksbvFYAAIBY5vV6VVRUJEkqKCgIczUAAOB41SkgCtW/CPXr10979+7VnDlz5PP51LlzZ02YMME/xWznzp0BQdWJJ56o+++/Xy+88ILuuecetWrVSpdeemnATmgAAAAIPsMw5PV6GTkEAECUcFhMvpN0eJHqkpKScJdhWw6HQ+3bt9eWLVuYr2lj9Mn+6FFkoE/2R4/sjx5FBvpkf/TI/uhRZIjVPjmdzoZdpFo6vD7QsmXLtH37du3bt6/Ga0aOHFnfhwcAAAAAAECI1CsgWrt2raZPn65du3Yd8ToCIgAAAAAAAPurV0D0zDPP6NChQ7rnnnt06qmnqlmzZsGuCwAAAAAAACFSr4Bo48aNGj16tPr06RPsegAAAAAAABBicfW5U6tWrWJqUScAAIBYZZqm0tPTZZpmuEsBAAANqF4B0bBhw/Tee+/pl19+CXY9AAAAsBGv16uioiJ5vd5wlwIAABpQvaaYHThwQE2aNNEdd9yhfv366cQTT1RcXPWsaejQocddIAAAAMLHMAx5vV4ZhhHuUgAAQAOqV0D04osv+n9+++23a72OgAgAACCyeTweeTyecJcBAAAaWL0CohkzZgS7DgAAANiAaZr+EUMEQwAAxI56BURt2rQJdh0AAACwgdzcXPl8PuXm5hIQAQAQQ+q1SPW0adP0ySef6NChQ8GuBwAAAAAAACFWrxFE27Zt05NPPqkmTZronHPO0fnnn69evXrJ4XAEuz4AAACEUFZWFotSAwAQg+oVEP3lL3/RmjVr9PHHH+uzzz7Txx9/LJfLpf79++s3v/mNOnfuHOQyAQAA0FCqrjvE1DIAAGJPvQIiSeratau6du2qG264QStWrNDHH3+sd999V2+88YZSUlJ0/vnnq3///mrdunUw6wUAAECQeb1eFRUVyev1Eg4BABCj6h0QVYiLi1Pv3r3Vu3dv7d+/X0899ZQ+//xzvfTSS3r55ZfVs2dPXXbZZTrrrLOCUS8AAACCzDAMppUBABDjjjsgkqTvv/9eH330kQoKCrRv3z517NhR559/vhISErRo0SLl5uZq+PDhuuqqq4LxdAAAAAgippUBAIB6B0RFRUX66KOP9Omnn2rnzp1q0aKFLrjgAp1//vkBaxBlZGTo73//u95++20CIgAAAJuouu4QAACIbfUKiO655x5t3LhRTqdTffr00c0336y0tDTFxcXVeH3Pnj31/vvvH1ehAAAACA7TNDVhwgRZlqXc3FwCIgAAUL+AqFmzZvrDH/6gc889V02bNj3q9eecc45mzJhRn6cCAABAkOXm5sqyrHCXAQAAbKReAdGUKVOO6frGjRurTZs29XkqAAAANBCHw6GsrKxwlwEAAGzguBap3rhxo77++mvt2LFDktSmTRudeeaZ6tSpU1CKAwAAQPBlZWWx/hAAAAhQr4CopKRETz31lD766CNJh//1SZIsy9JLL72k3/zmNxozZowSEoKySRoAAACOU9VFqQmGAABAZfVKcP71r3/po48+0iWXXKJLL71UJ510khwOh7Zu3ar8/Hy98847at68uW688cYglwsAAIBjlZGRoeXLl0uSvF4v4RAAAKim5m3HjuLjjz/Wb37zG/3ud79Thw4dFB8fr7i4OHXo0EE333yz+vfvr48//jjYtQIAAOAYVQ6HJMkwjDBWAwAA7KpeAVFpaam6d+9e6+09evRQWVlZvYsCAABAcFQOh9LS0hg9BAAAalSvgCgtLU3Lli2r9fZly5bpjDPOqG9NAAAAOE6GYSglJcV/7HQ6lZ+fH8aKAACAndUrIBo9erR27NihRx99VN9884127NihHTt2aMWKFXrkkUe0Y8cOjR49Wvv27Qv4AwAAgNBYsGCBLMuSJMXHxys7OzvMFQEAADur1yLVf/zjHyUd3ub+iy++OOI1lc2ePbs+TwcAAIA6Mk1T2dnZ/nBIkqZOncrUMgAAcET1CohGjBjh39oeAAAA9pGbm6vi4mL/cU5ODuEQAAA4qnoFRFdeeWWw6wAAAMBxysjIkM/n8x+73W7CIQAAUCf1CogAAABgP5V3LGPkEAAAOBZ1Cojmzp0rSRo+fLji4uL8x0czcuTI+lcGAACAOjFNU7m5uYqLi1N5eTnb2QMAgGNWp4Do1VdflXR4mHJcXJz/+GgIiAAAABqWYRiaP3++/zglJYXt7AEAwDGrU0BUdfcxdiMDAAAIv6rhkMPhkGEY4SsIAABELNYgAgAAiEAZGRkBaw5J0rRp05haBgAA6iUu3AUAAADg2FQNhxITE1mUGgAAHBdGEAEAAESQquGQ0+nUmjVrwlgRAACIBowgAgAAiBCGYVQLh7Kzs8NYEQAAiBaMIAIAAIgANY0c2rBhQ/gKAgAAUaVOI4jy8/O1efPmhq4FAAAANahpQWpGDgEAgGCqU0D0wgsvaN26df7jq666Sp988kmDFQUAAIDDappWxoLUAAAg2Oo0xax58+by+XwNXAoAAAAqY1oZAAAIlToFRKeddppeffVVbdiwQU2bNpUkffjhh1q1alWt93E4HPrtb38bnCoBAABiDNPKAABAKNUpILr55pv1/PPPa8WKFdqzZ48kacWKFVqxYsUR70dABAAAcOyqTiuTxLQyAADQoOoUELVo0UJ33nmn//iqq67S7bffrv79+zdYYQAAALHIMAzNnz/ff1yxlT3hEAAAaEj12ub+1ltvVffu3YNdCwAAQEyrGg5JYs0hAAAQEvUKiAYMGOD/uaioSDt27JAktWnTRikpKUEpDAAAINZUDYfcbndY6gAAALGnXgGRJH3xxRcyTVPbt28PON+2bVvdcMMN6tOnz3EXBwAAECsyMjICjllzCAAAhFK9AqKvvvpK06dPV5s2bXT11Vf7Rw0VFRXpvffe06OPPqr77rtPvXv3DmatAAAAUanqotRut5twCAAAhFS9AqJ///vfSk1N1QMPPKAmTZr4z/fp00dDhgzRpEmT9OqrrxIQAQAAHIVpmgFTy9LS0uT1esNXEAAAiElx9bnTxo0bdcEFFwSEQxWaNGmiAQMGaOPGjcddHAAAQDQzTVMTJkwIOJefnx+magAAQCyrV0DkdDq1b9++Wm/ft2+fnE5nvYsCAACIBZMmTZJlWf5jFqUGAADhUq+A6PTTT1d+fr5WrVpV7bbVq1frrbfeUq9evY67OAAAgGiVkZGhkpIS/3FOTg5TywAAQNjUaw2i6667Tvfff7/+9Kc/qWvXrurQoYMkafPmzVqzZo1atGiha6+9NqiFAgAARIuqi1KnpaWxKDUAAAiregVEbdu21aOPPqp58+Zp2bJlWrx4sSSpTZs2ysjIkNvtVosWLYJaKAAAQDTIyMioFg6x7hAAAAi3egVEktSiRQvdeOONQSwFAAAgulUdOZSYmEg4BAAAbKFeaxABAADg2BiGEbCdvdPp1KRJk8JXEAAAQCX1HkEEAACAujFNMyAcSkxM1Jo1a8JXEAAAQBWMIAIAAGhgVXcnY+QQAACwG0YQAQAANKC+fftq06ZNkiSHw6Fhw4axYxkAALAdRhABAAA0kIyMDH84JEnDhg2rNpoIAADADgiIAAAAGkDV7ewlKS8vL0zVAAAAHFm9AqIDBw5o5syZAf8iBgAAgMOqbmfvcrkUHx+vzMzMMFYFAABQu3oFRCUlJfrwww/1888/S5J++eUXPfDAA1q/fn1QiwMAAIg0NW1nX1hYqI0bNzK9DAAA2FadF6k2DEPdu3dXt27d1K5du4DbysrK9O2332r//v1BLxAAACBSVN3OXpKys7PDUwwAAMAxqHNAdOmll2r16tXKy8vT7t27JUkvvfSSzj77bKWmpjZYgQAAAJHANE2NHz8+4FxOTg47lgEAgIhQ54Bo6NCh/p9/+ukn3X333TrhhBO0ePFizZkzR5L0r3/9S7169VKPHj3UvXt3nXDCCcGvGAAAwIYmTZoUcOx2uwmHAABAxKhzQLRlyxa1b99e0uGFFiUpMzNTp59+ujZv3qw//vGPatmypQoLC/Xmm2+qtLRUs2fPbpCiAQAA7CQjI0MlJSX+Y7fbzXpDAAAgotQ5IBo3bpyaN2+url27qmPHjpKk8vJySfKPFMrIyNDpp5+uQ4cOsWA1AACICX379g3Y2TUtLY1wCAAARJw6B0QPP/ywVq9erTVr1mjZsmWSpIceekinnHKKunXrJul/gVGjRo3Uo0eP4FcLAABgIxkZGdXCofz8/DBWBAAAUD91DohSU1OVmpqqiy66SHv37tUtt9wit9utAwcO6JtvvpF0eCHGTp06qXv37urRo4f69+/fYIUDAACEU0ZGhpYvX+4/Tk5OJhwCAAARq84BUWUOh0OSdNppp+n000/3B0YjR45UWVmZfvjhB3300UcERAAAICoZhhEQDjFyCAAARLp6BURxcXE68cQT1ahRI0n/C4x69Oih008/XdL/ppsBAABEE8MwNH/+fP8x4RAAAIgG9QqImjVrFrD4Ynx8vE477TQ1a9bMfy4uLu74qwMAALCRquGQJMIhAAAQFeoVEFXVtGlTTZ48ORgPBQAAYEumaVYLh9xud1hqAQAACLagBEQAAADRzDRNTZgwIeBcTk6OPB5PmCoCAAAILuaBAQAAHIXX65VlWf5jt9tNOAQAAKKKLQOihQsXyjAMXXvttZowYYLWrFlTp/t9+umnuvLKK/Xwww83cIUAACAWmKapnj17ateuXXI6nXI4HHK73QFrMQIAAEQD2wVEixcvlmmaGjlypHJzc5WamqoHH3xQe/bsOeL9tm/frhdffFGnnnpqiCoFAADRbtKkSfL5fCouLlZ5ebksy9LSpUvDXRYAAEDQ2S4geuONNzRo0CANHDhQKSkpuuWWW9SoUSMtWrSo1vuUl5frySef1JVXXqm2bduGsFoAABCtMjIyVFJS4j/OzMxUSkqKDMMIY1UAAAANw1aLVJeWlmrdunUBO4LExcWpV69eWrVqVa33mzt3rpKSknThhRfqu+++O+JzlJSUBPxlz+FwKDEx0f8zalbxu+F3ZG/0yf7oUWSgT/bX0D269NJLtXz5cv9xWlqaZs6c2SDPFa34HEUG+mR/9Mj+6FFkoE9HZ6uAaO/evSovL5fL5Qo473K5tHnz5hrv8/333+v999+v87pD8+bN09y5c/3HJ598snJzc9WmTZt61x1L2rVrF+4SUAf0yf7oUWSgT/bXED0655xzAsKhTp06yefzacGCBRozZkzQny/a8TmKDPTJ/uiR/dGjyECfamergOhYFRcX68knn9Qf/vAHJSUl1ek+V1xxhYYOHeo/rkgPd+zYodLS0gapMxo4HA61a9dOW7duDdjFBfZCn+yPHkUG+mR/DdWj2267LWCNIafTqfLychUVFenBBx/UsGHDgvZc0Y7PUWSgT/ZHj+yPHkWGWO1TQkJCnQfE2CogSkpKUlxcnHw+X8B5n89XbVSRJG3btk07duxQbm6u/1xFo0ePHq0nnniiWjrodDrldDprfP5YepPUl2VZ/J4iAH2yP3oUGeiT/QWzR4ZhaP78+f5jp9Op7OxsSYe3uTcMg/dDPfA5igz0yf7okf3Ro8hAn2pnq4AoISFBXbp00cqVK9W3b19JhxegXrlypYYMGVLt+g4dOujRRx8NOPfKK6/owIEDuvHGG3XiiSeGpG4AABDZagqHNmzY4D/2eDyhLwoAACCEbBUQSdLQoUPl9XrVpUsXde3aVfn5+Tp48KAGDBggSZoxY4ZatWqla665Ro0aNVKnTp0C7t+sWTNJqnYeAACgJlXDIel/f58AAACIFbYLiPr166e9e/dqzpw58vl86ty5syZMmOCfYrZz505WHQcAAEFhmma1cMjlcikrKys8BQEAAISJ7QIiSRoyZEiNU8okacqUKUe8r2EYDVARAACINhkZGQG7lUmS2+2W1+sNU0UAAADhY8uACAAAoCEZhlEtHMrJyWGtIQAAELMIiAAAQEypbeQQ4RAAAIhlceEuAAAAIFRqGjmUkpLCtDIAABDzGEEEAABiQk0jh1wuF+sXAgAAiIAIAADEgJrCIdYcAgAA+B8CIgAAENX69u2rTZs2BZwjHAIAAAjEGkQAACBqZWRkBIRDTqeTcAgAAKAGjCACAABRxzRN5ebmyufz+c8lJydryZIl4SsKAADAxhhBBAAAooppmpo4cWJAOJSWlkY4BAAAcAQERAAAIKrk5uaqrKxM0uFdynJycpSfnx/mqgAAAOyNKWYAACAquVwuFRYWhrsMAACAiMAIIgAAEFWysrKUkpKirKyscJcCAAAQMQiIAABARDNNU+np6TJNU5Lk8XhUUFDATmUAAADHgIAIAABENK/Xq6KiInm93nCXAgAAELEIiAAAQEQzDEMpKSkyDCPcpQAAAEQsFqkGAAARzePxMJ0MAADgODGCCAAAAAAAIMYREAEAAAAAAMQ4AiIAAAAAAIAYR0AEAABsq+oW9gAAAGgYBEQAAMC22MIeAAAgNAiIAACAbbGFPQAAQGiwzT0AALAttrAHAAAIDUYQAQAAAAAAxDgCIgAAAAAAgBhHQAQAAAAAABDjCIgAAAAAAABiHAERAAAAAABAjCMgAgAAAAAAiHEERAAAAAAAADGOgAgAAISMaZpKT0+XaZrhLgUAAACVEBABAICQ8Xq9KioqktfrDXcpAAAAqISACAAAhIxhGEpJSZFhGOEuBQAAAJUkhLsAAAAQOzwejzweT7jLAAAAQBWMIAIAAAAAAIhxBEQAAAAAAAAxjoAIAAA0CHYsAwAAiBwERAAAoEGwYxkAAEDkICACAAANgh3LAAAAIge7mAEAgAbBjmUAAACRgxFEAAAAAAAAMY6ACAAAAAAAIMYREAEAAAAAAMQ4AiIAAFAvbGMPAAAQPQiIAABAvbCNPQAAQPQgIAIAAHVWedQQ29gDAABED7a5BwAAdWKapiZOnKiysjJ5vV4VFBSwjT0AAECUYAQRAACoE6/Xq7KyMsXHxzNqCAAAIMoQEAEAgDqpmFI2depURg4BAABEGQIiAABQq8prDnk8HqaVAQAARCkCIgAAUKOKNYfYqQwAACD6ERABAIAaseYQAABA7CAgAgAANWLNIQAAgNjBNvcAAKBGHo+HYAgAACBGMIIIAIAYV3khagAAAMQmAiIAAGKc1+tlIWoAAIAYR0AEAECMq1hriIWoAQAAYhcBEQAAMaSm6WQej0cFBQWsNwQAABDDCIgAAIghTCcDAABATQiIAACIIUwnAwAAQE3Y5h4AgBjC1vUAAACoCSOIAAAAAAAAYhwBEQAAAAAAQIwjIAIAIMrUtFMZAAAAcCQERAAARBl2KgMAAMCxIiACACAKVB41xE5lAAAAOFbsYgYAQBSoPGqooKCAncoAAABwTBhBBABABKq6zhCjhgAAAHA8CIgAAIhAVdcZ8ng8jBwCAABAvREQAQAQgRgxBAAAgGBiDSIAACKEYRjKy8tTZmamvF4vo4UAAAAQNIwgAgAgQuTl5amsrEx5eXnhLgUAAABRhoAIAAAbMwxDnTp1kmEYyszMVHx8vDIzM8NdFgAAAKIMU8wAALCxyqOGNm7c6F+UGgAAAAgmRhABAGBjjBoCAABAKBAQAQBgI6ZpKj09XaZpSjq8nT0jhwAAANDQbDnFbOHChcrLy5PP51Nqaqpuuukmde3atcZr3333XX300Uf66aefJEldunTR1VdfXev1AADYmdfrVVFREbuUAQAAIKRsN4Jo8eLFMk1TI0eOVG5urlJTU/Xggw9qz549NV7/7bff6rzzztPkyZM1depUtW7dWlOnTtXu3btDXDkAAMfPMAylpKTIMIxwlwIAAIAYYruA6I033tCgQYM0cOBApaSk6JZbblGjRo20aNGiGq+/4447NHjwYHXu3FnJyckaM2aMLMvSN998E+LKAQA4NqZpqmfPnurZs6d/SpnH41FBQQGjhwAAABBStppiVlpaqnXr1sntdvvPxcXFqVevXlq1alWdHuPgwYMqLS1V8+bNa7y9pKREJSUl/mOHw6HExET/z6hZxe+G35G90Sf7o0eRIRR9Mk1TEydOVFlZmaTDU8tuuOGGBnu+aMNnyf7oUWSgT/ZHj+yPHkUG+nR0tgqI9u7dq/LycrlcroDzLpdLmzdvrtNj/Otf/1KrVq3Uq1evGm+fN2+e5s6d6z8++eSTlZubqzZt2tS77ljSrl27cJeAOqBP9kePIkND9WnWrFm6//77VVZWJofDoZYtW+r+++9X+/btG+T5ohmfJfujR5GBPtkfPbI/ehQZ6FPtbBUQHa/58+fr008/1ZQpU9SoUaMar7niiis0dOhQ/3FFerhjxw6VlpaGpM5I5HA41K5dO23dulWWZYW7HNSCPtkfPYoMDd2nBx98UGVlZYqPj9eDDz7on062ZcuWoD9XtOKzZH/0KDLQJ/ujR/ZHjyJDrPYpISGhzgNibBUQJSUlKS4uTj6fL+C8z+erNqqoqtdff13z58/Xn/70J6WmptZ6ndPplNPprPG2WHqT1JdlWfyeIgB9sj96FBmC2SfTNOX1emUYhgzD8P98/fXX8144DnyW7I8eRQb6ZH/0yP7oUWSgT7WzVUCUkJCgLl26aOXKlerbt68kqby8XCtXrtSQIUNqvd+CBQv02muv6f7779cpp5wSqnIBAKizytvXswg1AAAA7MZ2u5gNHTpU7733nj744AMVFRXpmWee0cGDBzVgwABJ0owZM/TSSy/5r58/f75mz56tW2+9VW3btpXP55PP59OBAwfC9AoAAPgf0zSVnp6uPn36sH09AAAAbMtWI4gkqV+/ftq7d6/mzJkjn8+nzp07a8KECf4pZjt37gxYdfydd95RaWmpHnvssYDHGTlypK688spQlg4AgF/FlLJ9+/b5p04XFBSEtygAAACgFrYLiCRpyJAhtU4pmzJlSsCx1+sNQUUAABybiillLpeLkUMAAACwPdtNMQMAIBJVTCUzTVOSZBiGUlJSlJWVxZpDAAAAsD0CIgAAgqDyItSS5PF4CIYAAAAQMQiIAACop8qjhipGDDGVDAAAAJHIlmsQAQAQCdi6HgAAANGCEUQAANQTo4YAAAAQLQiIAACoA9M01bNnT/Xs2dO/EDXrDAEAACBaEBABAFAHXq9XPp9PPp/PvxA1AAAAEC0IiAAAqAPDMORyueRyuZhSBgAAgKhDQAQAQA1mzZqlvn37BkwnKywsVGFhIVPKAAAAEHUIiAAA+P8qb1v/0EMP+XcoAwAAAKIdAREAIOZVBEO5ubkqKirSjBkzdN9997FDGQAAAGJGQrgLAAAgnEzT1MSJE1VWViaXy6WUlBSNHTtWY8aM0bBhw2RZVrhLBAAAABocAREAIKZ5vV6VlZUpPj5eWVlZ8ng8cjgc4S4LAAAACCmmmAEAYophGEpJSVHXrl1lmqb/eOrUqSw+DQAAgJjFCCIAQEwwTVNer1ebNm2SZVkqLi6W1+tVQUEBwRAAAABiHgERACCqmaap3Nxc7dmzR5ZlKTExUQcOHFCTJk1YgBoAAAD4/wiIAABRzev1yufzSZLi4+M1adIkRgwBAAAAVbAGEQAgqhmGIZfLJZfLxTpDAAAAQC0IiAAAUcM0TaWnp8s0Tf85j8ejwsJCFRYWEg4BAAAAtSAgAgBEDa/Xq6KiInm93nCXAgAAAEQUAiIAQNSo2LKexacBAACAY0NABACIODVNJZMOTydj23oAAADg2BEQAQAiRkUwlJuby1QyAAAAIIgIiAAAEaNijSFJTCUDAAAAgoiACABgOxUjhQzDCJhKVrHGUFZWFlPJAAAAgCBKCHcBAABUME1TXq9Xu3btUnFxsTZt2iTLsuT1euXxePx/AAAAcFhGRoaWL18uSXI6ncrOzubvS6gXRhABAGzBMAyNHz9eRUVFOnDggCSpSZMmTCUDAAA4gopwSJJKSkqUm5sbxmoQyRhBBAAIm4p/8XI6nSotLfWfHzZsmJYuXSrDMPgXMAAAgCNIS0sLCImA+iIgAgCEnGmays3Nlc/nk3T4X7sSExN16NAhZWZmsjsZAABAHeXn50v631R9Rl6jvgiIAAAhUfkvLV6v1x8OSYfny0+aNInRQgAAAPXEWo04XgREAIAGUzFSqILP5/OHRBXns7Ky+MsMAAAAEGYERACAoKsYLbRv3z7/SCGXy+VfcJp/4QIAAADshYAIAHDcDMPQ/PnzJUmJiYlq3LixfD6fXC6XXC6XJEYKAQAAAHZGQAQAqJeK6WMHDx5UcXGx/3xxcbEaN24cMFoIAAAAgL0REAEAjklN08cqS0xMZLQQAAAAEGEIiAAAx8Tr9aqoqMg/fezgwYNq3LgxoRAAAAAQweLCXQAAwL5M01R6erpM0/SfMwxDKSkpysrKUmFhodasWaPCwkLCIQAAACCCERABAPyqBkIVo4W8Xq//Go/Ho4KCAgIhAAAAIIoQEAEA/MFQbm5uQCBUMVrIMIwwVwgAAACgIbEGEQDEMMMwlJeXp0aNGqm4uFgulysgEPJ4PIwUAgAAAGIAAREAxAjTNJWdne3fkj45OVlbt25VWVmZDhw4wLb0AAAAQAwjIAKAKFd1lFCFTZs2ye12Ky8vT5mZmQHrDAEAAACILQREABCFTNNUbm6uDh486A+FDhw4oMTExIARRF6vl2AIAAAAAAERAESLilBo//79KikpqXb7sGHDCIMAAAAA1IiACAAimGma8nq96tOnjxYsWCDLsgJuT0xMVOPGjZWVlcXaQgAAAABqRUAEABHGNE1NmjRJJSUlcjqdKikp0ZYtWwLCIYfDwYghAAAAAHVGQAQAEcQwDM2fP99/XFJSopSUFPXp00cffPCBJDFaCAAAAMAxIyACABszDEMLFixQkyZNNGnSJOXl5QXcnpaWpvz8/DBVBwAAACBaxIW7AADA/xiGoZSUFHXu3Fk9e/b0rytUXFwsr9erzMxMORwOJSYmKicnh3AIAAAAQFAwgggAwiwjI0PLly+Xw+HwryNUUlIin8+nxMREHThwQE2aNJFhGPJ4PKwrBAAAACDoCIgAIERM01R2draKi4v95xITE/3HlReZdjqdatasGesJAQAAAAgJAiIAaECVF5Wu2HGssuLiYv95h8MhSew+BgAAACDkCIgAoAFVXlS6pKQkYMSQdHgE0aRJkxglBAAAACCsCIgAoAFlZmb6RxClpaXprbfeUvv27bVly5aAKWUAAAAAEE4ERADQgLxeL9PFAAAAANge29wDAAAAAADEOAIiAAAAAACAGEdABAAAAAAAEOMIiAAAAAAAAGIcARGAiJeRkaHk5OSAP4ZhhLssAAAAAIgYBEQAIoJpmurcuXO1ICg5OVnLly+vdn1eXl4YqgQAAACAyMQ29wBswzRN5ebmav/+/SopKZEkxcUdzrHLy8uP6bEyMzODXh8AAAAARCsCIgAhZxiG5s+fL0lyu92SDo/4KS8vl2VZAdfWJRhyOp3Kzs6Wx+MJdqkAAAAAEBMIiAA0iL59+2rTpk3VzjudTv/oIOl/U8HKyspqfJyqI4jS0tKUn58f7HIBAAAAIKYREAE4LpVHA1WoGgJVVvV8xVSwvLw8nXDCCfL5fIRAAAAAABBiBEQAjiojI6PGhaBrU1JSori4uBqnhzmdTjVr1kxZWVkBU8K8Xm9QagUAAAAAHDsCIgCSjj0EOhLWBAIAAACAyEJABMSAYIY/tXG5XCosLGzQ5wAAAAAANAwCIiDC1bQGUEOobVSQaZryer0yDKPBawAAAAAANAwCIsCm6jLqJy0tTStXrgzacyYnJ2vJkiXHdB+Px8NUMgAAAACIcAREQIgFc8TP8uXL5Xa76/R49Ql/AAAAAACxgYAIOA6maer++++vcbeuUEhLS5PX6/XvAOZwONS+fXtt2bJFlmWFpSYAAAAAQOQhIEJMq2kal9vt1hdffKFNmzaFqar/YdQPAAAAACAUCIgQ0Rpigea8vDyVlZUF9TFr4na7/SN/AAAAAAAIJwIihF0otmA/FpmZmcc8goiwBwAAAEA4Vf7Hc76foD4IiFAnt912W0i2Ug8HpnEBAAAAiHR5eXkBPxMQ4VjZMiBauHCh8vLy5PP5lJqaqptuukldu3at9frPPvtMs2fP1o4dO9SuXTtde+21Ouuss0JYcfj17dvXFmvmhAsJOQAAAIBYlpmZ6f9H/czMzPAWg4gUF+4Cqlq8eLFM09TIkSOVm5ur1NRUPfjgg9qzZ0+N1//www/6y1/+ogsvvFC5ubk655xz9Mgjj2jjxo0hrjy8Ij0ccjqdysnJ0aZNmwL+5OTkKCUlpcbbKv8hHAIAAAAQy7xeL9+PgswwDHXq1EmGYYS7lJCwXUD0xhtvaNCgQRo4cKBSUlJ0yy23qFGjRlq0aFGN1+fn56t37966/PLLlZKSotGjR6tLly5auHBhiCsPr+Tk5JA8j9vtPmJQc6Q/brdb8fHxNT7Ghg0b5PF4qj2fx+NRQUFBjbcBAAAAAHC8TNNUz5491bNnT5mmKel/azqVlZUFTN+LZraaYlZaWqp169bJ7Xb7z8XFxalXr15atWpVjfdZtWqVhg4dGnAuLS1NX3zxRY3Xl5SUqKSkxH/scDiUmJjo/zlS1fZ6g8XhcKhdu3baunWrLMuq12PMnDlTM2fODHJlqKziPRzJ7+VoR48iA32yP3pkf/QoMtAn+6NHh5mmqRkzZmjs2LG2+8djO/XINE1NmDBB5eXl4S4lYo0fP17jx48POJeZmWmL/jY0WwVEe/fuVXl5uVwuV8B5l8ulzZs313gfn8+nFi1aBJxr0aKFfD5fjdfPmzdPc+fO9R+ffPLJys3NVZs2bY6r9ljRrl27cJeAOqBP9kePIgN9sj96ZH/0KDLQJ/uL9R797W9/U1FRkf72t78pKysr3OXUyA49+tvf/kY41ADmzZsX7hJCwlYBUShcccUVASOOKlLAHTt2qLS0NFxl2V4wRhCh4dEn+6NHkYE+2R89sj96FBnok/3Ro8NuvfVWzZgxQ7feequ2bNkS7nIC2KlHt956KyOIgsztdtvuPXcsEhIS6jwgxlYBUVJSkuLi4qqN/vH5fNVGFVVwuVzVFrDes2dPrdc7nU45nc4abwv3hzkSWJbF7ykC0Cf7o0eRgT7ZHz2yP3oUGeiT/cV6j66//npdf/31kuz7vc0OPar8e0Igh8Oh9u3ba8uWLcfcp3D3NVRstUh1QkKCunTpopUrV/rPlZeXa+XKlerevXuN9+nevbu++eabgHMrVqxQt27dGrRWAAAAAACAaGGrgEiShg4dqvfee08ffPCBioqK9Mwzz+jgwYMaMGCAJGnGjBl66aWX/NdnZGRo+fLlysvL06ZNmzRnzhytXbtWQ4YMCdMrAAAAAAAAiCy2mmImSf369dPevXs1Z84c+Xw+de7cWRMmTPBPGdu5c2fA6uE9evTQHXfcoVdeeUUvv/yy2rdvr3vuuUedOnUK0ysAAAAAAACILLYLiCRpyJAhtY4AmjJlSrVzv/71r/XrX/+6gasCAAAAAACITrabYgYAAAAAAIDQIiACAAAAAACIcQREAAAAAAAAMY6ACAAAAAAAIMYREAEAAAAAAMQ4AiIAAAAAAIAYR0AEAAAAAAAQ4wiIAAAAAAAAYhwBEQAAAAAAQIwjIAIAAAAAAIhxBEQAAAAAAAAxjoAIAAAAAAAgxhEQAQAAAAAAxDgCIgAAAAAAgBhHQAQAAAAAABDjCIgAAAAAAABiHAERAAAAAABAjEsIdwF2kZDAr6Iu+D1FBvpkf/QoMtAn+6NH9kePIgN9sj96ZH/0KDLEWp+O5fU6LMuyGrAWAAAAAAAA2BxTzFAnxcXFysrKUnFxcbhLwRHQJ/ujR5GBPtkfPbI/ehQZ6JP90SP7o0eRgT4dHQER6sSyLK1fv14MOLM3+mR/9Cgy0Cf7o0f2R48iA32yP3pkf/QoMtCnoyMgAgAAAAAAiHEERAAAAAAAADGOgAh14nQ6NXLkSDmdznCXgiOgT/ZHjyI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"text/plain": [ "
" ] @@ -401,10 +401,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:30.107828Z", - "iopub.status.busy": "2024-02-16T05:08:30.107463Z", - "iopub.status.idle": "2024-02-16T05:08:30.113057Z", - "shell.execute_reply": "2024-02-16T05:08:30.112514Z" + "iopub.execute_input": "2024-02-17T05:08:03.153460Z", + "iopub.status.busy": "2024-02-17T05:08:03.153046Z", + "iopub.status.idle": "2024-02-17T05:08:03.159175Z", + "shell.execute_reply": "2024-02-17T05:08:03.158590Z" }, "urth": { "dashboard": { @@ -416,7 +416,7 @@ { "data": { "text/plain": [ - "hits -16992.0\n", + "hits -33032.0\n", "dtype: float64" ] }, @@ -448,10 +448,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:30.115493Z", - "iopub.status.busy": "2024-02-16T05:08:30.115143Z", - "iopub.status.idle": "2024-02-16T05:08:30.119942Z", - "shell.execute_reply": "2024-02-16T05:08:30.119408Z" + "iopub.execute_input": "2024-02-17T05:08:03.161870Z", + "iopub.status.busy": "2024-02-17T05:08:03.161479Z", + "iopub.status.idle": "2024-02-17T05:08:03.166625Z", + "shell.execute_reply": "2024-02-17T05:08:03.166020Z" }, "urth": { "dashboard": { @@ -463,7 +463,7 @@ { "data": { "text/plain": [ - "hits -4.968421\n", + "hits -9.655656\n", "dtype: float64" ] }, @@ -495,10 +495,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:30.122310Z", - "iopub.status.busy": "2024-02-16T05:08:30.121935Z", - "iopub.status.idle": "2024-02-16T05:08:30.125189Z", - "shell.execute_reply": "2024-02-16T05:08:30.124665Z" + "iopub.execute_input": "2024-02-17T05:08:03.169154Z", + "iopub.status.busy": "2024-02-17T05:08:03.168766Z", + "iopub.status.idle": "2024-02-17T05:08:03.172288Z", + "shell.execute_reply": "2024-02-17T05:08:03.171655Z" }, "urth": { "dashboard": {} @@ -514,16 +514,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:30.127510Z", - "iopub.status.busy": "2024-02-16T05:08:30.127207Z", - "iopub.status.idle": "2024-02-16T05:08:30.414354Z", - "shell.execute_reply": "2024-02-16T05:08:30.413805Z" + "iopub.execute_input": "2024-02-17T05:08:03.174664Z", + "iopub.status.busy": "2024-02-17T05:08:03.174416Z", + "iopub.status.idle": "2024-02-17T05:08:03.509411Z", + "shell.execute_reply": "2024-02-17T05:08:03.508754Z" } }, "outputs": [ { "data": { - "image/png": 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inD93FT3/7bffrk2bNp33973FYnH+Za6s+1bWd4qqMOP7SFlKu8bS3ieO35X5+fkKDAzUkCFDyvyd6Kmfd5WVlJSk5ORkZWdnO6+j6N97HEPNJDmHpzn4+/urfv36stvtKigocH7P8Pf3V8OGDRUQEKDDhw8rJyfHuY/NZlN4eLgCAwPVsWNH5ebmymKxaN++ffr1118VHBzsHIlS9H2flJSkVatWqUWLFoqMjHR5/xcPoC6UzfZ/g2jc8d2wYcOGql+/vkJDQ7V//35lZmaWu33x74cORX/+ir6XJZX7s1v0XgcEBOjAgQPV9p3XarU63zvl/XzYbDYVFhZe8OeAzWZzuaa6devq7NmzlT6ezWZTQECA83syKqfo72PH/bPZbLrkkkv0z3/+06u/e1VLAHX33XdXaLvqeApefn6+7rvvPj3xxBPq0qWLc/n06dN15swZPf300yX2efjhh9W3b1/dcsstzmULFy7Ujz/+qJdfflnHjh3To48+qpdeekktWrRwbjN+/Hi1aNGizA/wvLw8l6DJ8RfYjIwMr/xBffHFFzVt2rSabgZwwZKTk/XTTz+5/X08evRolwC7uq1cubJSXySL/itYnz59nPs7ljvmQijti51jn/KU9VlRkX3LU7ydRY9X3rqHHnpIS5cuLfceuFtpNSntXBaLRZGRkUpPT/eYv5CVdy9ro7JqVPw+oaSrr75ao0aNctv7qbzPurvuukuLFi0qsbzo3C7lnf+2227Thg0bLqhdcFXW70RP/LyrLG/5LuzoXeTgCA8d7//x48fr3XffrcEWAiiPN3/3stlsFQqgqjQHVP/+/Z1Jc03LyspSYWGhwsLCXJaHhYXpyJEjpe5jt9tLDM0LDQ2V3W53rncsK2ub0ixevNjly1B0dLSSkpIqVBBPtG7duppuAnDBLBaLtm7dasr7eP369TU6H9yWLVsqvK3FYnHOH7B161YNGTJEW7ZscZlXYN26daX+pdpxD4cMGVLuOcq6xxXZtzzF21n0eOWt+/7770scq7Tt3GnLli0uvQXOd+8iIyPd3oYLVd69rM2K16jofULpduzY4db3U3n3fO3atSV66FgsFpfPs/LOv2PHjgtqE0o63+9ET/q8qyxv+C5ssVhK/N4zDMPl/d+3b18CKMCD/b//9/98/rtXlQKogQMHuqsdPqVfv37q27ev87UjpPPWHlDXXXedfvrpp5puBnBBDMNQx44dVVBQ4Pb3cbdu3ZwTdtaEmJiYCm/r+BJaUFCgjh076ujRo4qJiXGZTNTxs168B5TjHp7vWsv6rKjIvuUp3s6ixytvXdeuXcvsAVXVNpXX1qJ/ES7r3nlij4Dy7mVtVFaNit8nlHT55Ze79f3kOFZp/vKXv5ToAWUYhvPz6Hznv/zyy+kB5SZl/U70xM+7yvKG78KGYZT4vef4xyfH+79z586Kjo7W/v37a7ClAMpy7Ngxr/3uVS09oPbs2aM2bdpU5RBuExISIqvVWqJnkt1uL9EryiEsLKzEGOPMzEzn9o7/Z2ZmqkGDBi7bFB2SV5y/v7/8/f1LXeeNv3gdY/o9fQ4obxAcHKxhw4Z5xRxQNptNN954o/r3769Jkybp0KFDNR6gVmYOqPnz50uSc04Ex5jqonNABQUF6fbbb6/0HFCOOj7zzDM1Wj/HY4bfeOMNnTp1SrfffruksueAKvrUGMMwSn1McadOnZSWlqagoCDt2rVL0v/dw/Ndq+OzorQ5oKpyn0prp+N45a2bMWNGiTmgStvOnRztKf7+K+tchmF4zGdAefeyNiteo+L3yR1zQJmh6BxQVeWYAyooKEiNGjWq8BxQ7no/Fb3nq1ev1v79+1WnTh0NGzbMOQfU/Pnzdfz4cZe5cByfZ+Wd/7PPPnPrHFBmqOk5oMpqU2lzQJW3jyd93lWW4/ebGXNANWrUSP7+/jp16pQaNGig3377zeX7dqNGjdS1a1fnZ0xl5oBq0qRJiff/rbfe6rHDCSMiIvT777+XG+5XZs5Xx+egY7+y9imtF2V1vVcrMgeU47uomfMulXXNjRo10ksvvaSffvqJvwtWg9tvv91rPycrqspzQEVGRuq6667Tddddp8aNG7uzbZU2duxYtW7dWkOHDpX05y/qkSNH6sYbb6zwJOTjxo1T8+bNXSYhv/XWW3XrrbdKqr2TkJvNXU8bqshjWSuyT0pKSom/QKJ6JxJ11CYoKKjEkzpQNl+Z7NXXUSfP567fS8V/lxT/vVP8CUcJCQmV+r3jOEfx8KW07Yqft7K/Mz2NJ/wcVeS+OgKB66+/Xp06dfKq7xfueJ94Qp28jVk/n8WfllZc8bnTEhIS9PXXXztDnKioKN1+++3O72XS//3jluPPQUFBLvNJFg02GjVqpIyMDOe66OhohYaGKiIiQu3bty9zHkrHsvM9ha28+zZ+/HglJyc7e2b26tXLuY/jeh3X98wzz3jUZ6SjLY0aNdKUKVNKPNmurDnyHPe+tKfjFZ0fzHF9iYmJSklJcTnG6NGjXR4wkJSU5FInM57W6M3O93mXlJSkTz/9VOHh4c5/IC76D8me8ICjC1Utk5CvX79e69at09atW1VYWKi2bdvquuuuU1xcXLU9+a6otLQ0vfnmmxo+fLhat26t5cuX69tvv9Vrr72msLAwTZ8+XeHh4Ro8eLAkaffu3ZowYYIGDx6sK6+8UqmpqVq8eLGSkpLUvHlzSdKnn36qzz77TKNGjVJERIQ+/PBDHTx4UFOnTlVAQECl2kcAVTa+nHgH6uT5qJF3oE6eryYCd0/4i4434efIO1Anz1E8hOnQoYNOnjyp8PBwTZw4UZ07d9bKlStdQqXiDys5c+ZMiSfrFX/apCOkcCgadkiuQVXRsOurr75yhlaXXHKJ2rdv7wymioYuF/I5WTzsT05OVmpqqsv9KC/cqinF2z169OgS/zBb9B872rdvr7Nnz5a4v479fv31V2eoWPyaHedy1Ku0kKr4e8gT71lNqs2fdxUNoKo0BK9bt27q1q2bsrKylJaWpvXr12vWrFmaM2eOYmJi9Je//EVXX321y6M6zRQXF6esrCwtXLhQdrtdLVq00NixY51D6U6cOOEyaXq7du00evRoffjhh5o/f76aNGmip556yhk+SX92g8vNzdWMGTN05swZtW/fXmPHjq10+AQAAFCaosOEAcAs8fHxmjlzpjOU2Lx5s/z8/HTw4EHnNsU/jxzDX4sGGjNnznTpfVN0WUJCgs6cOePS28YwDI0ePdp53ISEBI0fP97lQQHHjx932f6OO+5w9gYpOj1Aamqq8xjlKR6MlTbMXJLL/QgKCtL48eNdwrSalpqa6nKfcnJySgQ+Zf0OKT4MWfrzvhTt9eUIGh3HSU5O1quvvqqdO3c6e52lpaU59y/+Hiq6P1ARVeoBVZr09HStX79e69ev19GjRxUcHKxrrrlG3bt3V/v27d15Kq9DD6iy1ea02JtQJ89HjbwDdfJ81MjzUSPvQJ08i6PHZfGeMKNHj9ZTTz1VZo1K6/ni6B1TvDeMoyeNg9Vq1YMPPugSnJQ2/NjRA6oi25fXE6qy25bWI8tThpZV5loqc8zyet2e75z02i1bbf68q5YeUKUJCAhQnTp1nJNwWywWbdiwQatWrVLLli01atQoNWvWzN2nBQAAAACUw9FbpnhPmB49epS7X1k9X0pblpCQ4JxPytETqnhPmeI9kiSV2TNHKtkTqGivnOIqs63jfhTvkVXePu5U2hDG4u1LTk7Wt99+q1tuuUWdO3eucrBxvl63ZfUWq+j+QHnc0gPq7Nmz+u6777R+/Xrt3LlTFotFsbGx6t69u6666ipZrVb98MMPmjt3rsLCwjRlyhR3tN3r0AOqbLU5LfYm1MnzUSPvQJ08HzXyfNTIO1Anz1W0J8uQIUPOW6PSer6U1xumsj1lzncsM3pAVWWfqqrMOfk58g61uU7VMgn5jz/+qHXr1mnTpk3Ky8tTq1at9Je//EXx8fGqX79+ie2/+uorzZo1yzlJWm1DAFW22vzD6k2ok+ejRt6BOnk+auT5qJF3oE6ez1tqVJlAy51PxzZLZSb0rmqNztfTCu7hLT9LZqiWIXivvPKKLrroIt1yyy3q3r27mjZtWu72LVq00HXXXVeVUwIAAAAAapDZgUZpx6/M0K8LGSZW3UPLqmtC76I9rYpOFg/UhCoFUP/85z91+eWXV3j71q1bq3Xr1lU5JQAAAACghpgdaNSWwOR8cy25S2XmxALMZq3KzpUJnwAAAAAA3q20QMOd5s+fL4vFYtrxPUlCQoImTJhgaiAUHx/vvJdm9rQCKsItT8E7ePCgfvrpJ2VkZEiSGjVqpE6dOql58+buODwAAAAAwAOYOXTM8XQ+h+oITHx9fqTq6mkFVESVAqi8vDy98847Wrt2raQ/J92SJMMw9MEHH+i6667TiBEjZLO5JecCAAAAANQgMwONor2rJJneoaE2DffzxeuC96lSMjRv3jytXbtWCQkJuummm9S4cWNZLBalp6dr+fLl+vLLL1WvXj0NGTLETc0FAAAAANQkdwcajl5IwcHBKigokNVqVWFhoQ4fPqzExETTgiHmRwKqV5XmgFq3bp2uu+46Pfjgg2ratKn8/PxktVrVtGlTDRs2TN26ddO6devc1VYAAAAAgA9x9EJKTk7WtGnTNHr0aF122WXOEMrMeaCYHwmoXlUKoPLz89W2bdsy17dr187ZfRIAAAAAgKKK90I6e/as/v73vzvDJzODIcdwwqFDh/rs8DvAk1RpCF5MTIw2b95c5g/q5s2b1bFjx6qcAgAAAADgY4oPuysaNlXnxNnMjwRUnyoFUIMGDdJrr72mV155RX369FFkZKQk6ejRo1q5cqUyMjL0+OOPKzs722W/evXqVeW0AAAAAAAvVXTy74KCAo0ePVpnz551CZsIhgDfU6UA6vHHH5ckHTx4UD/++GO52xS1YMGCqpwWAAAAAOClSht2N2HChJpuFgCTVSm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" ] @@ -554,10 +554,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:30.416803Z", - "iopub.status.busy": "2024-02-16T05:08:30.416421Z", - "iopub.status.idle": "2024-02-16T05:08:30.422653Z", - "shell.execute_reply": "2024-02-16T05:08:30.422087Z" + "iopub.execute_input": "2024-02-17T05:08:03.512176Z", + "iopub.status.busy": "2024-02-17T05:08:03.511754Z", + "iopub.status.idle": "2024-02-17T05:08:03.518310Z", + "shell.execute_reply": "2024-02-17T05:08:03.517774Z" } }, "outputs": [ @@ -565,7 +565,7 @@ "data": { "text/plain": [ "hits\n", - "False 3334\n", + "False 3335\n", "True 86\n", "Name: count, dtype: int64" ] @@ -586,10 +586,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:30.424906Z", - "iopub.status.busy": "2024-02-16T05:08:30.424552Z", - "iopub.status.idle": "2024-02-16T05:08:30.428471Z", - "shell.execute_reply": "2024-02-16T05:08:30.427850Z" + "iopub.execute_input": "2024-02-17T05:08:03.520704Z", + "iopub.status.busy": "2024-02-17T05:08:03.520326Z", + "iopub.status.idle": "2024-02-17T05:08:03.524026Z", + "shell.execute_reply": "2024-02-17T05:08:03.523445Z" } }, "outputs": [], @@ -604,16 +604,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-02-16T05:08:30.430958Z", - "iopub.status.busy": "2024-02-16T05:08:30.430608Z", - "iopub.status.idle": "2024-02-16T05:08:30.651934Z", - "shell.execute_reply": "2024-02-16T05:08:30.651291Z" + "iopub.execute_input": "2024-02-17T05:08:03.526350Z", + "iopub.status.busy": "2024-02-17T05:08:03.525973Z", + "iopub.status.idle": "2024-02-17T05:08:03.751856Z", + "shell.execute_reply": "2024-02-17T05:08:03.751157Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 09d8ad7..43b94ed 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2174,3 +2174,4 @@ date,hits 2024-02-14,23048 2024-02-15,55656 2024-02-16,48856 +2024-02-17,32816