From 0426e51216c569609b1558b11c8502b887e75585 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Tue, 12 Sep 2023 05:08:01 +0000 Subject: [PATCH] Update for 2023-09-12 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index cecbd86..d581cb6 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:56.085482Z", - "iopub.status.busy": "2023-09-11T05:07:56.085260Z", - "iopub.status.idle": "2023-09-11T05:07:56.096950Z", - "shell.execute_reply": "2023-09-11T05:07:56.096258Z" + "iopub.execute_input": "2023-09-12T05:07:58.220434Z", + "iopub.status.busy": "2023-09-12T05:07:58.219914Z", + "iopub.status.idle": "2023-09-12T05:07:58.231350Z", + "shell.execute_reply": "2023-09-12T05:07:58.230719Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:56.141413Z", - "iopub.status.busy": "2023-09-11T05:07:56.140835Z", - "iopub.status.idle": "2023-09-11T05:07:56.911287Z", - "shell.execute_reply": "2023-09-11T05:07:56.910548Z" + "iopub.execute_input": "2023-09-12T05:07:58.273278Z", + "iopub.status.busy": "2023-09-12T05:07:58.272732Z", + "iopub.status.idle": "2023-09-12T05:07:59.251229Z", + "shell.execute_reply": "2023-09-12T05:07:59.250504Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:56.915133Z", - "iopub.status.busy": "2023-09-11T05:07:56.914683Z", - "iopub.status.idle": "2023-09-11T05:07:57.226841Z", - "shell.execute_reply": "2023-09-11T05:07:57.226044Z" + "iopub.execute_input": "2023-09-12T05:07:59.254590Z", + "iopub.status.busy": "2023-09-12T05:07:59.254099Z", + "iopub.status.idle": "2023-09-12T05:07:59.680703Z", + "shell.execute_reply": "2023-09-12T05:07:59.679972Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.230689Z", - "iopub.status.busy": "2023-09-11T05:07:57.230253Z", - "iopub.status.idle": "2023-09-11T05:07:57.235437Z", - "shell.execute_reply": "2023-09-11T05:07:57.234781Z" + "iopub.execute_input": "2023-09-12T05:07:59.684218Z", + "iopub.status.busy": "2023-09-12T05:07:59.683830Z", + "iopub.status.idle": "2023-09-12T05:07:59.687574Z", + "shell.execute_reply": "2023-09-12T05:07:59.686893Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.238382Z", - "iopub.status.busy": "2023-09-11T05:07:57.237956Z", - "iopub.status.idle": "2023-09-11T05:07:57.241836Z", - "shell.execute_reply": "2023-09-11T05:07:57.241152Z" + "iopub.execute_input": "2023-09-12T05:07:59.690776Z", + "iopub.status.busy": "2023-09-12T05:07:59.690243Z", + "iopub.status.idle": "2023-09-12T05:07:59.694316Z", + "shell.execute_reply": "2023-09-12T05:07:59.693646Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2023-09-11 05:07:57.239263 UTC\n" + "This notebook was last rendered at 2023-09-12 05:07:59.691714 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.245578Z", - "iopub.status.busy": "2023-09-11T05:07:57.245233Z", - "iopub.status.idle": "2023-09-11T05:07:57.257611Z", - "shell.execute_reply": "2023-09-11T05:07:57.257008Z" + "iopub.execute_input": "2023-09-12T05:07:59.698085Z", + "iopub.status.busy": "2023-09-12T05:07:59.697702Z", + "iopub.status.idle": "2023-09-12T05:07:59.709882Z", + "shell.execute_reply": "2023-09-12T05:07:59.709230Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.260504Z", - "iopub.status.busy": "2023-09-11T05:07:57.260099Z", - "iopub.status.idle": "2023-09-11T05:07:57.267740Z", - "shell.execute_reply": "2023-09-11T05:07:57.267065Z" + "iopub.execute_input": "2023-09-12T05:07:59.712983Z", + "iopub.status.busy": "2023-09-12T05:07:59.712524Z", + "iopub.status.idle": "2023-09-12T05:07:59.720213Z", + "shell.execute_reply": "2023-09-12T05:07:59.719556Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2023-09-09\n", - " 1296\n", - " \n", - " \n", " 2023-09-10\n", " 1032\n", " \n", @@ -250,6 +246,10 @@ " 2023-09-11\n", " 1332\n", " \n", + " \n", + " 2023-09-12\n", + " 1360\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2023-09-09 1296\n", "2023-09-10 1032\n", - "2023-09-11 1332" + "2023-09-11 1332\n", + "2023-09-12 1360" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.270780Z", - "iopub.status.busy": "2023-09-11T05:07:57.270435Z", - "iopub.status.idle": "2023-09-11T05:07:57.275142Z", - "shell.execute_reply": "2023-09-11T05:07:57.274553Z" + "iopub.execute_input": "2023-09-12T05:07:59.723435Z", + "iopub.status.busy": "2023-09-12T05:07:59.722800Z", + "iopub.status.idle": "2023-09-12T05:07:59.727053Z", + "shell.execute_reply": "2023-09-12T05:07:59.726382Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.277902Z", - "iopub.status.busy": "2023-09-11T05:07:57.277491Z", - "iopub.status.idle": "2023-09-11T05:07:57.281358Z", - "shell.execute_reply": "2023-09-11T05:07:57.280710Z" + "iopub.execute_input": "2023-09-12T05:07:59.729891Z", + "iopub.status.busy": "2023-09-12T05:07:59.729435Z", + "iopub.status.idle": "2023-09-12T05:07:59.733573Z", + "shell.execute_reply": "2023-09-12T05:07:59.732906Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.284028Z", - "iopub.status.busy": "2023-09-11T05:07:57.283677Z", - "iopub.status.idle": "2023-09-11T05:07:57.615890Z", - "shell.execute_reply": "2023-09-11T05:07:57.614978Z" + "iopub.execute_input": "2023-09-12T05:07:59.736613Z", + "iopub.status.busy": "2023-09-12T05:07:59.736176Z", + "iopub.status.idle": "2023-09-12T05:08:00.055545Z", + "shell.execute_reply": "2023-09-12T05:08:00.054850Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.619492Z", - "iopub.status.busy": "2023-09-11T05:07:57.619129Z", - "iopub.status.idle": "2023-09-11T05:07:57.625535Z", - "shell.execute_reply": "2023-09-11T05:07:57.624773Z" + "iopub.execute_input": "2023-09-12T05:08:00.059153Z", + "iopub.status.busy": "2023-09-12T05:08:00.058790Z", + "iopub.status.idle": "2023-09-12T05:08:00.067668Z", + "shell.execute_reply": "2023-09-12T05:08:00.066777Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64516.0\n", + "hits -64488.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.628501Z", - "iopub.status.busy": "2023-09-11T05:07:57.628072Z", - "iopub.status.idle": "2023-09-11T05:07:57.635713Z", - "shell.execute_reply": "2023-09-11T05:07:57.635111Z" + "iopub.execute_input": "2023-09-12T05:08:00.070888Z", + "iopub.status.busy": "2023-09-12T05:08:00.070511Z", + "iopub.status.idle": "2023-09-12T05:08:00.075916Z", + "shell.execute_reply": "2023-09-12T05:08:00.075252Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.77805\n", + "hits -19.763408\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.638603Z", - "iopub.status.busy": "2023-09-11T05:07:57.638242Z", - "iopub.status.idle": "2023-09-11T05:07:57.643158Z", - "shell.execute_reply": "2023-09-11T05:07:57.642550Z" + "iopub.execute_input": "2023-09-12T05:08:00.078626Z", + "iopub.status.busy": "2023-09-12T05:08:00.078277Z", + "iopub.status.idle": "2023-09-12T05:08:00.082779Z", + "shell.execute_reply": "2023-09-12T05:08:00.082188Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:57.646183Z", - "iopub.status.busy": "2023-09-11T05:07:57.645852Z", - "iopub.status.idle": "2023-09-11T05:07:58.020610Z", - "shell.execute_reply": "2023-09-11T05:07:58.019821Z" + "iopub.execute_input": "2023-09-12T05:08:00.085633Z", + "iopub.status.busy": "2023-09-12T05:08:00.085033Z", + "iopub.status.idle": "2023-09-12T05:08:00.438500Z", + "shell.execute_reply": "2023-09-12T05:08:00.437830Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:58.024376Z", - "iopub.status.busy": "2023-09-11T05:07:58.023931Z", - "iopub.status.idle": "2023-09-11T05:07:58.034016Z", - "shell.execute_reply": "2023-09-11T05:07:58.033335Z" + "iopub.execute_input": "2023-09-12T05:08:00.441654Z", + "iopub.status.busy": "2023-09-12T05:08:00.441098Z", + "iopub.status.idle": "2023-09-12T05:08:00.449501Z", + "shell.execute_reply": "2023-09-12T05:08:00.448903Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3184\n", + "False 3185\n", "True 78\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:58.037140Z", - "iopub.status.busy": "2023-09-11T05:07:58.036641Z", - "iopub.status.idle": "2023-09-11T05:07:58.042663Z", - "shell.execute_reply": "2023-09-11T05:07:58.042032Z" + "iopub.execute_input": "2023-09-12T05:08:00.452406Z", + "iopub.status.busy": "2023-09-12T05:08:00.451850Z", + "iopub.status.idle": "2023-09-12T05:08:00.457390Z", + "shell.execute_reply": "2023-09-12T05:08:00.456810Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-11T05:07:58.045278Z", - "iopub.status.busy": "2023-09-11T05:07:58.045061Z", - "iopub.status.idle": "2023-09-11T05:07:58.344456Z", - "shell.execute_reply": "2023-09-11T05:07:58.343593Z" + "iopub.execute_input": "2023-09-12T05:08:00.460583Z", + "iopub.status.busy": "2023-09-12T05:08:00.460110Z", + "iopub.status.idle": "2023-09-12T05:08:00.743159Z", + "shell.execute_reply": "2023-09-12T05:08:00.742438Z" } }, "outputs": [ { "data": { - "image/png": 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Rw+HQOeecE7WrwwEAKhcCowDWrVun2bNna8uWLTp06JAeeOCBMo/h9zEMQ5988om++uor5eTkqHbt2urTp4+uueaaCmo1ACBUubm5OnjwoCSpQYMG/uXXXXedZs2apebNm+vqq69WWlqa/wfYyy+/bOod43P33Xdr8eLFmjhxosaMGaM9e/Zo9uzZ6tSpk+kzZfLkyVq0aFGxx5clMDpy5IgklTjHj2954QmPA83H0qNHj6ADI1/Pi8Ln6ZVXXtG9996runXrqnfv3mrSpImSkpJksVj8czEVPVd33HGHnn76ab3xxhv+wOjNN99UfHy8f8LgU/EdZ0mhxKmUNJ+M3f7n1ySv1+tftnnzZl1wwQU6dOiQLr74YjmdTtWpU0c2m01bt27VlClTAj4fStpPoH346tqwYcOA22nYsGGxwOjAgQPKz88/5Xw7x44dK/O8NA0bNtQtt9yiW265RZJ08OBBPfzww5o4caKGDh2qHTt2KD4+XlL5XiNS2c9JcnKyvv76a2VlZWn27Nn+Hkv169fX3Xffrccee0xxcXGlHk9aWpokafv27ac8dt86jRo1OuW6keCbgHrjxo2l1vjYsWPFlvmOu6imTZtq+fLlGj16tL744gv95z//kfRnYPfAAw9o5MiRYWg5ACCWERgF8Mcff+iss85Sz5499fzzz5drGy6XS6tWrdJNN92kJk2a6NixYwE/xAEAlcfSpUuVn5+vhg0b+gOUFStWaNasWerVq5fmzJnj/zEr/TlM5Nlnnw24rWuuuUYNGzbUpEmT9MQTT5Q42bXvakXl4RvWtmfPnoD3+4bgFB7+ZgS46lewfvvtN3333XeSpAsvvFDSn1dvGj16tNLS0rRy5cpiIdayZcsCbqtx48a66qqrNGvWLK1fv14HDx7UmjVrdN1115nCqNL4euIsXLhQXq+3QnucvPjiizpw4IBcLpeGDBlium/atGn+q9qFwjcx9d69e/0Tihe2d+/eYsvq1KmjgoICf+BZEerVq6c33nhDbrdb27Zt05o1a9SlS5dyv0aCdcYZZ2jSpEkyDEPr1q3T/Pnz9a9//Utjx45VQUFBiZON+wTzPPnyyy8lSQ6Hw7/MN1l60V5zPocPHy7XZNZl4XsN9+vXzx/slFVpvYXOPvtsffDBB8rPz9ePP/6oL7/8Uv/85z81atQo1axZ85STyAMAqjbmMAqgc+fOGjRoUIm9ivLy8vTOO+/ozjvv1E033aRHH31Ua9eu9d+/Y8cOzZs3Tw899JDOP/98paamqnnz5urQoUOkDgEAEKSCggI9/fTTkuTv6SJJmzZtkvTn8I3CP4SlP+dYKTocyScuLk633Xabdu7cqU8++UQTJ05UrVq1is01dCq+H7WFe1v4dO7cWVLJodOCBQskSV26dAlqn6fy3HPP6cSJE+rSpYvOPvtsSX8ONTt8+LDS09OLhUXHjh3zD58L5O6775b055xPvmF7ZbmKnE9GRobatGmjHTt2FLvaWFEFBQWmeZSC5Xs+9O/fv9h9gXqKlYevroHmnvr1118D9pC56KKLdOjQIdP3kYpgtVpVs2ZNSf8NH8v7Gikvi8Widu3aacSIEZo3b54k6aOPPjrl4zIyMtSyZUvt2rVLb7/9donrrV27VrNmzZLdbtfQoUP9y+vWrSspcA+lTZs2+XuGFVba6zcYbdu2VUpKir7++uuQnr8lsdvtOu+88/Twww9r2rRpksp2TgEAVRuBUTlMmjRJGzdu1L333qvnnntOF110kZ555hn/X3K/++47paam6rvvvtPw4cM1fPhwvf766/QwAoBKat++fRo0aJAWLlyoJk2a6NFHH/Xf5+tpVDSU2bdvn4YPH17qdu+44w7ZbDbdc8892rJli2644YYyTc5bmG/40LZt24rd53A41KZNGy1dulQzZ8403Tdz5kwtWbJErVu3DjgXTnnk5ubqmWee0dNPP634+Hi98sor/vtSU1OVlJSk7777zvR5l5eXp1GjRmn//v0lbveyyy5T69atNWXKFE2fPl1t2rTRpZdeWuZ2Wa1WvfHGG7Lb7Ro5cqTee++9gD2p1q1bJ6fTWe6ha1LJz4e5c+dq4sSJ5d5uYTfccIPsdrv++c9/msIJwzD0j3/8I2D4cN9990mSbr/99oATNf/+++/6+uuvy7T/MWPGFBvy5jNz5kytX79edevW1bnnnisptNdIWa1duzZgzyrfsqSkpFNuw2az6bXXXpPVatWoUaM0a9asYuv89NNPuuqqq5SXl6fHH39cTZs29d/Xtm1bJScn6+OPP9a+ffv8y0+cOFHi8K3SXr/BsNvtGjFihHbv3q2RI0cGDOF2796tdevWlXmb3333XcCQK5hzCgCo2hiSFqT9+/dr4cKFeu211/xXOrnqqqv0448/asGCBbrhhhu0d+9e7d+/X19//bXuueceFRQUaMqUKXrhhRdKvUoFAKDi+SZ9Ligo0OHDh7V27VotXbpUJ0+e1AUXXKCpU6eqfv36/vW7du0qh8Oh//znP0pPT1f37t21d+9ezZkzR23atCl1jpMmTZror3/9q2bPni0puF4zPpdddpmee+453X777erfv79q166tlJQU3XPPPbJYLJoyZYp69+6t6667TldffbXatm2rDRs26KOPPlLt2rX1zjvv+IfSBGPy5Mn+AOC3337T5s2btXjxYh08eFCnn3663n77bVMQZbVaNXLkSI0bN07t27fX1VdfrZMnT2rBggU6ePCgLr30Un+Pp6IsFouGDRum+++/X9J/r5IVjIyMDP3nP//RTTfdpJtuuklPPvmkevTooQYNGujIkSNasWKFvvnmm5Cv/nT33XfL5XJpwIABuvbaa9WoUSOtWbNGX3zxhQYOHKgPPvig3Nv2adGihcaOHatHH31UHTt29F9Vb968eTp48KA6duyoVatWmR5z2WWXady4cfrHP/6hVq1a6YorrlCzZs107Ngx/frrr1q0aJG6d++uL7744pT7f+mllzR69Gh17txZ559/vv8crly5UsuWLZPdbtfrr7/un6MolNdIWc2bN08PPvigunXrptatWys1NVU7duzQxx9/LKvVqgcffLBM2+ndu7emTp2qoUOH6pprrtEFF1wgh8Oh+Ph4rV27VnPnzlVeXp4efPBBPf7446bHxsXFadSoUXryySfVuXNn9evXT/n5+Zo3b54aNWoU8Di7deumpKQkvfzyyzpw4IB/PqERI0YEfaXExx9/XD/++KNef/11ffLJJ+rZs6caN26sffv2aePGjcrOztbTTz+tc845p0zbe/fdd/XGG2+oe/fuatGiherWratffvlFn3zyiWrUqKF77703qPYBAKogA6UaMGCA8c033/hvf/fdd8aAAQOMwYMHm/4bNGiQ8eKLLxqGYRivv/66MWDAAGPnzp3+x/3yyy/FlgEAIkeS6b/4+HjjtNNOM7p06WLcdtttxpw5cwyv1xvwsQcOHDDuuusuo2nTpkaNGjWM5s2bG//4xz+M33//3WjatKnRtGnTEvf70UcfGZKM888/v9xtf+GFF4y2bdsa8fHxhqRi+1u/fr0xePBgIy0tzbDb7UZaWppx4403GuvXrw96XxkZGabzZLPZjDp16hht2rQxBg4caLhcLuPYsWMBH5uXl2e88MILxtlnn20kJCQYDRs2NAYPHmxs3brVuOWWWwxJxpYtWwI+9uDBg4bVajUSEhKM/fv3B91un/379xtjx441unXrZtSrV8+w2+1G3bp1jW7duhlPPvmksXfvXtP6pdUvKyvLkGQsWLDAtDw7O9u49NJLjZSUFKNWrVqGw+EwZs2aZSxYsMCQZGRlZZnW953TQFwulyHJcLlcxe575513jE6dOhk1atQw6tevb9x4443Gzp07jXbt2hl16tQJuL0lS5YYAwYMME4//XQjLi7OqF+/vtGxY0fjvvvuM7799tuAjwm0jUcffdRwOBzGmWeeacTHxxtJSUlG69atjdtuu81YtWpVsccE+xop7bgN48/Xa0ZGhv/2unXrjPvuu88477zzjPr16xvx8fFG06ZNjf79+xvZ2dllOq7Ctm/fbjzwwAPGueeea9SqVcuoUaOG0bRpU+Pmm282fe8rqqCgwPjf//1fo3nz5kZcXJxx5plnGg8++GCp7wVz5swxLrroIqNmzZr+15XvdVDSc6zo8Rfe/zvvvGP07NnTqFu3rhEXF2c0atTIcDgcxtNPP21s27bNv+6WLVsMScYtt9wS8Fi+/vprY9iwYUaHDh2MunXrGgkJCUaLFi2MIUOGGKtXrz7VKQQAVAMWwwjD7JdV2MCBA01XSfN4PJowYYJefPHFYn+xTUhIUEpKiqZPn65Zs2b5x4BLf17OdvDgwXrssceYywgAqpHRo0drzJgxmjhxIhPIlmLhwoW69NJLNXjwYL377rvRbk6ldfToUTVs2FCdOnUqcSJxAACAcGBIWpDOOussFRQU6MiRI/6JPotq06aNvF6v9uzZ4+967JtPoPAwBwBA1fbbb7/p9ddfV7169XT99ddHuzmVmu9KWvfcc0+UW1I55OTkKCUlxXSp+Pz8fP39739Xbm6u+vXrF8XWAQCA6oDAKIDc3FzTJYr37dunrVu3qlatWmrUqJG6d++uV199VTfffLOaNWumo0ePavXq1WratKm6dOmi9u3bq1mzZvp//+//aciQITIMQ5MmTVKHDh3CMo4fAFC5ffbZZ1q5cqU++eQT7d27V88//zwTyAawevVqffrpp/ruu+80Z84c9e3bVxdeeGG0m1UpfPjhh3riiSfUq1cvnXnmmTp48KAWL16sn3/+WZ06ddKIESOi3UQAAFDFMSQtgLVr12rMmDHFlmdkZGj48OHKz8/Xf/7zHy1atEgHDx5UcnKyWrVqpYEDB6pJkyaSpIMHD+rtt9/WqlWrVKNGDXXu3Fk333yzatWqFenDAQBE2JAhQzRlyhQ1bNhQQ4cO1VNPPVWuiaerusmTJyszM1PJycn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deeWVatasmT7//HMdPXpUp0+f9v3oT0lJ0fnnn69t27aV2LMqGt4vy2LMmDH6/PPPVadOHY0YMSKgSYIrivw9dopSt25ddezY0fQ+4u05VFoFg6jSLGuxWHTVVVf5ejd55e8Vkz/oKOo16C/claRevXrp7bffNi1X1H552+B9v/3555+VlZWllStXFnqv9/Y4jIuLU3Z2tu//3jZ627Ns2TKtXLnSt42mTZvq+PHjvvPs1KlTvvedmJgYtWrVyve+vnnzZnk8Ht97V1Hvl++//74vGIqNjdW2bdvUpEkT03EoqF69emrYsKHWrFnje100bdpUiYmJ2rVrl2rWrKkTJ04oKyvLb9284WPBHmcoWbh7GAUVGP34449atGiRli9frpycHDVv3lyXX365HA6HatasWWj5b775RhMmTNDkyZPLusliZWZm6o033tCdd96pFi1a6Msvv9T333+v1157TbVq1Sr1eqI5MBozZoxcLpd+//1305cWi8Uii8Xim7Qs/5cO7wlb8ItHdna23xdhIG/mxT3HYrEoMTFRknTs2DG/j/vbjtVqVVxcnO/LUf59ady4sc444wytXr1aOTk5Rbaz4LrzHwfv7by8PN/t+Ph43XnnnZLk9/h6eb9o5eXlyW63Ky8vz/elqzSsVqvq1q2rP/74w+8xKW4f8q/DbrfLMAy1a9dOM2bM0N133y23213sMQl0O6V9jsViUVxcnFq1aiW73a5169YpJydHMTExvi+Z3mMqSTVq1NDll1/u+2CT5Hc4x913362FCxcqPj5e1atXl8fj0d///ndt2bJFbrfb90EaHx8vwzCUnZ0ti8Wijh07SpJWrVoli8Uim82mlJQUPf300xXqg+ruu+/WkiVL1LlzZ/Xp00eTJ0/WmjVrdPDgQcXFxWngwIHq0KFDkV8s/X3p9H7JycrKUnJycsDDY8aMGaOPP/5Yp0+fVrNmzUr84huI4r4kl/TYa6+9psOHD+vvf/97scekPJQ0xKSi/wAq73keollJtcv/42LhwoU6ceJEqWtss9kUFxfne9/zSkxM1MCBA03vY4GIjY3Veeedp7POOkvffvut/vjjD1mt1oA+h4rjfT+vWbOm4uLi1LZtW/3xxx++HyXJycm+Hz7btm3zvW97z41Q/Rgu+LqNj4+Xx+NRw4YN9fTTT2vgwIG+H0AF3+9K24auXbtq8+bNZW4j/Bs+fHiRP9gr+vtloNxut+6//34dPXrUdH9sbKzvO6Y3/EtISFD16tVNAWNsbKySkpJ0/PhxXxjoPZdr1aqlSy65RDt27NDhw4eVnJysjRs36o8//lBSUpLve5H3nOzevbsyMzO1atUqJSQkqGnTppJU6Nzwft9q3bp1oWFj+XsYlaQs3x2D1b59e0l/7tOhQ4e0detWde7cWc2aNdO4ceNMy9rtdlmt1oC+F3t/SxW1/xaLRTExMcW+b0fiuPhjtVpVo0YNJScna/v27QF/1oRCzZo11bVrV1MoFRsbK5vNppycHN+5kZubK8Mw/P52Lc1r0aukmnvrV9JvN6vVqo4dO2rGjBml3naoRVVgdOONN+qMM87QZZddpq5du6pBgwbFLr9582a53W7de++9Zd1ksZ544gk1b95cd9xxh6Q/f7Tfc889uvrqq/X3v/+90PI5OTmmYMj74zIrKytkX67C6YUXXij0hgjUrl1bhw8fjnQzAlbUh6rL5dJnn31W7F89ysrlcqlnz54hX2+g7rrrrlLvX/4f+t62z5kzp1AIIMk0NMartPtc1PtLKI6Zv/YWty8FHyvI37LloeAxGT58uB5//HHTMhaLRSkpKdq7d2+F+JJYUHp6ut577z1fV/k77rgjpPM8RLPiaud97VWUL/8V3fDhw9WhQ4ciz+VA5X/d+vPEE0/47c2e/yo9xbWhqPcWBK9evXpatWqV38cq+vtlIKLtNeQ9N/LLP8dMz549NWfOHE2ePFlutztCrSybxMREHTt2LNLNQCVz0UUXaebMmRHZdrDvlXa7PXxzGD399NM6//zzS738OeecE/DwsNLKzc3Vli1bTMGQ1WpVmzZt9Msvv/h9zvTp0zVt2jTf7aZNm2rMmDEBHcCKZNGiRZFuAiqgaAyLJPm6Ged/I7RYLFq9erV++OGHctnm6tWrNXDgwHJZdyAC2T/vD/38bV+1apVpvPzq1auLPZ6l2eei3l9Cccz8tbe4fcn/mD/+li0PBY/J4sWLdeaZZ/pdNiUlpdzaEYxevXqZLqn717/+tch9qKr81S7/6xIlW7x4saxWa5HncqC8r9uizJ492+/73aJFi0rVhqLeWxA8q9Va4ntMRX2/DEQ0vYa850bBc8Y7x4z3PBk4cKBWrVoVdYFRNHYCQMW3bt26iH9fCtd7ZVCBUSBhUXk7duyY8vLylJSUZLo/KSlJu3fv9vuc6667Tr169fLd9o4nj9YeRpdddplWrFgR6WaggqlMPYwMw1Dbtm11ySWXlEsPo7Zt2xY530Q4BbJ/3h8/+dverl0702Vt27ZtK6nwXBne41mafS7q/SUUx8xfe4vbl/yP+eNv2fJQ8Jh06dKl0PYq+l/MO3XqJJfL5Rv+2KlTpwpxDlQExdXO+7qkh1HpdOnSpdhzOVDe1+3rr79umtvD6+qrry70fmUYhu+cLakNRb23lIeCQ3xiY2MVFxdXaXtE3HjjjcXO61SR3y8DEc7XULDynxv5eaexKM3nbnmJjY0NerhU9+7dJalcvjcieMXN9VaRnX/++RFrd7h7GIVk0uvt27drxYoVvkmt6tWrpw4dOqhRo0bBrrrUDh06pCFDhujZZ59Vy5Ytffd/9NFHWr9+fUATbTOHEXMYFRwbm5CQoMGDB0tiDqNAn1PWOYzOPPNM31UtvPOeFTeHUV5enq699toqN4dR/kub5pd/ssf8cxhNnjxZ+/fvr5BzGAWyL/kfe/3113X48GFde+21xR6T8hDtcxihaKWZwygzM1N79uwJeA4j75e1gwcP+r5vWCwW1ahRwzSHUU5Oju+PWQU/c7yf697egwWXiY2N9U12nJeX5wtr6tSpo/bt2ys2NlZff/2138+ooubqyD+HUXx8vNq0aaPTp09r06ZNysvLU7169UqcwyjU56f3e88ff/xRaA4jf+93pW1D/vquXr3aN5lzbGysDMNQtWrVfPtW8JLT3mE73vq0b99eu3fv1v79+03byD9cOP9lyfNPiNukSRPf52H+9sfHx+vUqVOmbXrr0KZNG5155pm+Zfbs2aNt27b5JtXNzs7W4cOH1bRpU3Xo0MG07oKft97PIu8P99q1aysuLk5NmjTR6dOnfcc3NjZW33//vSwWixo3bqz9+/fLZrOpVq1aOnr0qO8zuipNeu12uzV69Gjt3btXFovFF3x4j2XBOYySk5O1b98+eTwe5ebmymaz+SYXL2oOo507d+rw4cOqV6+e1q1bp1OnTvm2X69ePTVu3DigOYy89W/durXv9eXvUulF8X6f9io4z4zdbledOnUkScePHze118s7l4zT6dTbb7+ta6+9VsuWLTMtU1yQ1L59e9ntdt8cRt4Jq91utx577DEdOHDA187834uLmoje+x7q/Z3kfW+Ni4tTcnKydu3a5Xsft1qtpQ64vN/Xve/N3iDb2yZve7xty/87pVq1ar73Ye/7rvecXLlypY4cOeJ7fXknws/fI9b7eZOcnKzdu3f7Xm85OTnKy8tTXFycDMPwW5+LLrpIubm52rVrlyQVmtTae8y8V0z3/p60Wq0677zz1L17d23YsEHSf99nwjFnHHMY/VdY5zDKycnRO++8o+++++7PlRU40S677DINGTLE9yO6POXm5mrAgAF68MEHdfHFF/vuf+ONN3Ty5Ek9+uijpV5XNAdG4VLZPtSrCuoWvahddKJu0SvY2hW8qlDBQKA8lCWQKSn0jDYV5ZwrLrSXzH8AKY8gLRpVlNpFs/J+LeV/X8v/u6+oK5VJf77HeC+t7g08vOHI8OHDNW/ePK1fv943BG7QoEGF5tJLS0vT3LlzfaFNmzZtTL0Le/XqZQpWgxHIxSD8LbtixQrT/jZq1Eg7d+4sdv8ipbhzzjtXXP7Ar+Ck9d79z//Hi/yfc6U9lvlfV1arVWeddZYvWPQX+OcPzKvie2a4A6OgkpxJkybpu+++k9Pp1NVXX6369evLYrFo7969+uqrrzR37lzfX8vKm91uV7NmzbR27VpfYJSXl6e1a9fqL3/5S7lvHwAAwMvhcGj8+PG+L8pXXXVVwL36AuV0OgNe/2OPPVYpgqKKxl8tiqpPWeoG+FPer6WC72vSf8Ofm266SVLhqyGePHnSt4w3ZPL2qjl16pQeeuihQlc9TE9PN13J8KabbpLb7fYtM2LECK1YsaLEsLssV2Z0Op1yuVylCt4yMjJM86JlZmZq5MiRpt7Okkz7572vovPW2ht8tW/fXh06dDAtk/9Y+QtxSnssC76uRo0axXtlBRJUD6M77rhDHTp00H333ef38X/9619auXKlJkyYUOYGBiIzM1P//ve/deedd+qcc87RV199pSVLlujVV18tNLdRcehhVDL+ChSdqFv0onbRibpFr1DUjp4j4cc5F72oXXTI/77mDW169+6t++67r9irtPoLmfL3RPGGDgWvZOivJ56kEoOgQHoKBXMsSrONivpZUNQ553a79fHHH/uGm61cuTIkx7G4AK+iHqOKKKqGpN1+++265ZZbij1RP/74Y73//vtl3UTAvv76a82cOVNHjhxRkyZNlJaWphYtWgS0DgKjkvGhHp2oW/SidtGJukUvahedqFv0onbRxV9YkpGR4RtalH/4VcGwp6hgIP/QpKKGb5UmpHG73Ro7dqxpqNuVV16pRo0aBdTbqLTHIVqDDovFoh9//FGzZs0yzWVWcJ4qby+jgsdRKjm48wpHgFdVRNWQtHbt2mnlypVFFnvlypW+q/OEy1/+8heGoAEAAABAOSk4HGvJkiWFhhblH16WP/g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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 3b59cfc..4f336f4 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2016,3 +2016,4 @@ date,hits 2023-09-09,1296 2023-09-10,1032 2023-09-11,1332 +2023-09-12,1360