From 066773102ae73730b723d2d0e5b448a5dfcf5c74 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 20 May 2024 05:08:40 +0000 Subject: [PATCH] Update for 2024-05-20 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 6dc26e2..204c304 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:52.277826Z", - "iopub.status.busy": "2024-05-19T05:08:52.277249Z", - "iopub.status.idle": "2024-05-19T05:08:52.287793Z", - "shell.execute_reply": "2024-05-19T05:08:52.287110Z" + "iopub.execute_input": "2024-05-20T05:08:35.854801Z", + "iopub.status.busy": "2024-05-20T05:08:35.854603Z", + "iopub.status.idle": "2024-05-20T05:08:35.864084Z", + "shell.execute_reply": "2024-05-20T05:08:35.863445Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:52.323805Z", - "iopub.status.busy": "2024-05-19T05:08:52.323322Z", - "iopub.status.idle": "2024-05-19T05:08:52.989200Z", - "shell.execute_reply": "2024-05-19T05:08:52.988606Z" + "iopub.execute_input": "2024-05-20T05:08:35.901065Z", + "iopub.status.busy": "2024-05-20T05:08:35.900637Z", + "iopub.status.idle": "2024-05-20T05:08:39.255964Z", + "shell.execute_reply": "2024-05-20T05:08:39.255242Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:52.992187Z", - "iopub.status.busy": "2024-05-19T05:08:52.991738Z", - "iopub.status.idle": "2024-05-19T05:08:53.388359Z", - "shell.execute_reply": "2024-05-19T05:08:53.387754Z" + "iopub.execute_input": "2024-05-20T05:08:39.258676Z", + "iopub.status.busy": "2024-05-20T05:08:39.258423Z", + "iopub.status.idle": "2024-05-20T05:08:39.658570Z", + "shell.execute_reply": "2024-05-20T05:08:39.657939Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.391433Z", - "iopub.status.busy": "2024-05-19T05:08:53.390917Z", - "iopub.status.idle": "2024-05-19T05:08:53.394309Z", - "shell.execute_reply": "2024-05-19T05:08:53.393748Z" + "iopub.execute_input": "2024-05-20T05:08:39.661262Z", + "iopub.status.busy": "2024-05-20T05:08:39.660996Z", + "iopub.status.idle": "2024-05-20T05:08:39.664328Z", + "shell.execute_reply": "2024-05-20T05:08:39.663789Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.396715Z", - "iopub.status.busy": "2024-05-19T05:08:53.396335Z", - "iopub.status.idle": "2024-05-19T05:08:53.400131Z", - "shell.execute_reply": "2024-05-19T05:08:53.399517Z" + "iopub.execute_input": "2024-05-20T05:08:39.666438Z", + "iopub.status.busy": "2024-05-20T05:08:39.666245Z", + "iopub.status.idle": "2024-05-20T05:08:39.669968Z", + "shell.execute_reply": "2024-05-20T05:08:39.669399Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-05-19 05:08:53.397368 UTC\n" + "This notebook was last rendered at 2024-05-20 05:08:39.667088 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.402606Z", - "iopub.status.busy": "2024-05-19T05:08:53.402084Z", - "iopub.status.idle": "2024-05-19T05:08:53.412174Z", - "shell.execute_reply": "2024-05-19T05:08:53.411534Z" + "iopub.execute_input": "2024-05-20T05:08:39.672126Z", + "iopub.status.busy": "2024-05-20T05:08:39.671934Z", + "iopub.status.idle": "2024-05-20T05:08:39.681851Z", + "shell.execute_reply": "2024-05-20T05:08:39.681232Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.414549Z", - "iopub.status.busy": "2024-05-19T05:08:53.414184Z", - "iopub.status.idle": "2024-05-19T05:08:53.420916Z", - "shell.execute_reply": "2024-05-19T05:08:53.420237Z" + "iopub.execute_input": "2024-05-20T05:08:39.684370Z", + "iopub.status.busy": "2024-05-20T05:08:39.683978Z", + "iopub.status.idle": "2024-05-20T05:08:39.690651Z", + "shell.execute_reply": "2024-05-20T05:08:39.690057Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-05-17\n", - " 876\n", - " \n", - " \n", " 2024-05-18\n", " 904\n", " \n", @@ -250,6 +246,10 @@ " 2024-05-19\n", " 904\n", " \n", + " \n", + " 2024-05-20\n", + " 856\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-05-17 876\n", "2024-05-18 904\n", - "2024-05-19 904" + "2024-05-19 904\n", + "2024-05-20 856" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.423292Z", - "iopub.status.busy": "2024-05-19T05:08:53.422902Z", - "iopub.status.idle": "2024-05-19T05:08:53.426254Z", - "shell.execute_reply": "2024-05-19T05:08:53.425682Z" + "iopub.execute_input": "2024-05-20T05:08:39.693102Z", + "iopub.status.busy": "2024-05-20T05:08:39.692731Z", + "iopub.status.idle": "2024-05-20T05:08:39.695984Z", + "shell.execute_reply": "2024-05-20T05:08:39.695382Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.428731Z", - "iopub.status.busy": "2024-05-19T05:08:53.428353Z", - "iopub.status.idle": "2024-05-19T05:08:53.431774Z", - "shell.execute_reply": "2024-05-19T05:08:53.431229Z" + "iopub.execute_input": "2024-05-20T05:08:39.698261Z", + "iopub.status.busy": "2024-05-20T05:08:39.697894Z", + "iopub.status.idle": "2024-05-20T05:08:39.701251Z", + "shell.execute_reply": "2024-05-20T05:08:39.700722Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.434268Z", - "iopub.status.busy": "2024-05-19T05:08:53.433896Z", - "iopub.status.idle": "2024-05-19T05:08:53.686983Z", - "shell.execute_reply": "2024-05-19T05:08:53.686301Z" + "iopub.execute_input": "2024-05-20T05:08:39.703500Z", + "iopub.status.busy": "2024-05-20T05:08:39.703272Z", + "iopub.status.idle": "2024-05-20T05:08:39.951121Z", + "shell.execute_reply": "2024-05-20T05:08:39.950451Z" } }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.689765Z", - "iopub.status.busy": "2024-05-19T05:08:53.689291Z", - "iopub.status.idle": "2024-05-19T05:08:53.695109Z", - "shell.execute_reply": "2024-05-19T05:08:53.694475Z" + "iopub.execute_input": "2024-05-20T05:08:39.953918Z", + "iopub.status.busy": "2024-05-20T05:08:39.953473Z", + "iopub.status.idle": "2024-05-20T05:08:39.959237Z", + "shell.execute_reply": "2024-05-20T05:08:39.958597Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64944.0\n", + "hits -64992.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.697661Z", - "iopub.status.busy": "2024-05-19T05:08:53.697214Z", - "iopub.status.idle": "2024-05-19T05:08:53.702191Z", - "shell.execute_reply": "2024-05-19T05:08:53.701646Z" + "iopub.execute_input": "2024-05-20T05:08:39.961601Z", + "iopub.status.busy": "2024-05-20T05:08:39.961259Z", + "iopub.status.idle": "2024-05-20T05:08:39.966043Z", + "shell.execute_reply": "2024-05-20T05:08:39.965488Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.486763\n", + "hits -18.495162\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.704570Z", - "iopub.status.busy": "2024-05-19T05:08:53.704181Z", - "iopub.status.idle": "2024-05-19T05:08:53.707559Z", - "shell.execute_reply": "2024-05-19T05:08:53.706994Z" + "iopub.execute_input": "2024-05-20T05:08:39.968353Z", + "iopub.status.busy": "2024-05-20T05:08:39.968156Z", + "iopub.status.idle": "2024-05-20T05:08:39.971307Z", + "shell.execute_reply": "2024-05-20T05:08:39.970751Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:53.709872Z", - "iopub.status.busy": "2024-05-19T05:08:53.709479Z", - "iopub.status.idle": "2024-05-19T05:08:54.009094Z", - "shell.execute_reply": "2024-05-19T05:08:54.008397Z" + "iopub.execute_input": "2024-05-20T05:08:39.973583Z", + "iopub.status.busy": "2024-05-20T05:08:39.973386Z", + "iopub.status.idle": "2024-05-20T05:08:40.272526Z", + "shell.execute_reply": "2024-05-20T05:08:40.271800Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:54.011992Z", - "iopub.status.busy": "2024-05-19T05:08:54.011566Z", - "iopub.status.idle": "2024-05-19T05:08:54.018655Z", - "shell.execute_reply": "2024-05-19T05:08:54.018012Z" + "iopub.execute_input": "2024-05-20T05:08:40.275025Z", + "iopub.status.busy": "2024-05-20T05:08:40.274807Z", + "iopub.status.idle": "2024-05-20T05:08:40.281867Z", + "shell.execute_reply": "2024-05-20T05:08:40.281223Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3421\n", + "False 3422\n", "True 92\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:54.021219Z", - "iopub.status.busy": "2024-05-19T05:08:54.020832Z", - "iopub.status.idle": "2024-05-19T05:08:54.024626Z", - "shell.execute_reply": "2024-05-19T05:08:54.024053Z" + "iopub.execute_input": "2024-05-20T05:08:40.284310Z", + "iopub.status.busy": "2024-05-20T05:08:40.283932Z", + "iopub.status.idle": "2024-05-20T05:08:40.287860Z", + "shell.execute_reply": "2024-05-20T05:08:40.287194Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-05-19T05:08:54.026787Z", - "iopub.status.busy": "2024-05-19T05:08:54.026586Z", - "iopub.status.idle": "2024-05-19T05:08:54.224400Z", - "shell.execute_reply": "2024-05-19T05:08:54.223615Z" + "iopub.execute_input": "2024-05-20T05:08:40.290133Z", + "iopub.status.busy": "2024-05-20T05:08:40.289762Z", + "iopub.status.idle": "2024-05-20T05:08:40.512274Z", + "shell.execute_reply": "2024-05-20T05:08:40.511577Z" } }, "outputs": [ { "data": { - "image/png": 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FizRgwAA5HA6de+65UbvaGwDAHAiKCrB582YtWLBA27dv15EjR3TfffeVeIy+n2EY+uijj/TFF18oIyNDtWrV0oABA3TVVVdFqNUAgFBlZmbq8OHDkqQGDRoEll9zzTWaP3++WrRoob/+9a9KSkoK/PB68cUXg3rD+I0ZM0Zffvmlpk6dqgkTJig9PV0LFixQ586dgz5TZsyYoeXLl+d7fEmComPHjklSoXP4+Jfnnsi4oPlWevfuXeqgyN/TIvd5eumll3T33XerTp066t+/v5o2bar4+HhZLJbAXEt5z9Vtt92mJ598Uq+//nogKHrjjTcUGxsbmAi4OP7jLCyMKE5h88XY7X9+TfJ6vYFl27Zt0wUXXKAjR47o4osvltPpVO3atWWz2bRjxw7NnDmzwOdDYfspaB/+ujZq1KjA7TRq1ChfUHTo0CFlZ2cXO5/OiRMnSjzvTKNGjXTTTTfppptukiQdPnxYDz74oKZOnapRo0Zp9+7dio2NlVS214hU8nOSkJCgr776SqmpqVqwYEGgh1L9+vU1ZswYPfLII4qJiSnyeJKSkiRJu3btKvbY/es0bty42HXLg39i6a1btxZZ4xMnTuRb5j/uvJo1a6bVq1dr/Pjx+uyzz/Tf//5X0p9B3X333ae77rorDC0HAFREBEUF+OOPP3T22WerT58+evbZZ8u0DZfLpQ0bNuiGG25Q06ZNdeLEiQI/vAEA5rFy5UplZ2erUaNGgeBkzZo1mj9/vvr166eFCxcGfsRKfw4Hefrppwvc1lVXXaVGjRpp2rRpeuyxxwqdxNp/9aGy8A9fS09PL/B+/1Cb3MPcjAKu4lVav/32m7799ltJ0oUXXijpz6sxjR8/XklJSVq7dm2+8GrVqlUFbqtJkyYaNGiQ5s+frx9//FGHDx/W999/r2uuuSYohCqKv+fNsmXL5PV6I9rD5Pnnn9ehQ4fkcrk0cuTIoPtmz54duEpdKPwTTu/fvz8wUXhu+/fvz7esdu3aysnJCQSdkVC3bl29/vrrcrvd2rlzp77//nt17dq1zK+R0jrzzDM1bdo0GYahzZs3a8mSJXrllVc0ceJE5eTkFDqJuF9pnieff/65JMnhcASW+SdBz9tLzu/o0aNlmqS6JPyv4cGDBwcCnZIqqnfQOeeco/fee0/Z2dn67rvv9Pnnn+vf//63xo0bpxo1ahQ7OTwAoHJijqICdOnSRcOHDy+0F1FWVpbeeust/f3vf9cNN9yghx9+WJs2bQrcv3v3bi1evFgPPPCAunXrpoYNG6pFixbq2LFjeR0CAKCUcnJy9OSTT0pSoGeLJP3888+S/hymkfsHsPTnHCp5hx35xcTE6JZbbtGePXv00UcfaerUqapZs2a+uYSK4/8xm7t3hV+XLl0kFR42LV26VJLUtWvXUu2zOM8884xOnTqlrl276pxzzpH055Cyo0ePKjk5OV9IdOLEicAwuYKMGTNG0p9zOvmH55XkqnB+vXr1Utu2bbV79+58Vw/LKycnJ2iepNLyPx+GDBmS776CeoaVhb+uBc0t9euvvxbYI+aiiy7SkSNHgr6PRILValWNGjUk/S90LOtrpKwsFovat2+vO++8U4sXL5YkffDBB8U+rlevXmrVqpX27t2r6dOnF7repk2bNH/+fNntdo0aNSqwvE6dOpIK7pH0888/B3qC5VbU67c02rVrp8TERH311VchPX8LY7fbdf755+vBBx/U7NmzJZXsnAIAKieCojKYNm2atm7dqrvvvlvPPPOMLrroIj311FOBv9x+++23atiwob799luNHTtWY8eO1WuvvUaPIgAwqQMHDmj48OFatmyZmjZtqocffjhwn79nUd4w5sCBAxo7dmyR273ttttks9l0xx13aPv27bruuutKNOlubv5hQjt37sx3n8PhUNu2bbVy5UrNmzcv6L558+ZpxYoVatOmTYFz3ZRFZmamnnrqKT355JOKjY3VSy+9FLivYcOGio+P17fffhv0eZeVlaVx48bp4MGDhW63b9++atOmjWbOnKk5c+aobdu2uvTSS0vcLqvVqtdff112u1133XWX3nnnnQJ7Tm3evFlOp7PMQ9Skwp8PixYt0tSpU8u83dyuu+462e12/fvf/w4KJQzD0D//+c8CQ4d77rlHknTrrbcWOAHz77//rq+++qpE+58wYUK+oW1+8+bN048//qg6derovPPOkxTaa6SkNm3aVGBPKv+y+Pj4Yrdhs9n06quvymq1aty4cZo/f36+dX744QcNGjRIWVlZevTRR9WsWbPAfe3atVNCQoI+/PBDHThwILD81KlThQ7TKur1Wxp2u1133nmn9u3bp7vuuqvA8G3fvn3avHlzibf57bffFhhuleacAgAqJ4aeldLBgwe1bNkyvfrqq4ErlwwaNEjfffedli5dquuuu0779+/XwYMH9dVXX+mOO+5QTk6OZs6cqeeee67Iq04AACLPP5lzTk6Ojh49qk2bNmnlypU6ffq0LrjgAs2aNUv169cPrN+9e3c5HA7997//VXJysnr27Kn9+/dr4cKFatu2bZFzmDRt2lRXXnmlFixYIKl0vWT8+vbtq2eeeUa33nqrhgwZolq1aikxMVF33HGHLBaLZs6cqf79++uaa67RX//6V7Vr105btmzRBx98oFq1aumtt94KDJkpjRkzZgR++P/222/atm2bvvzySx0+fFhnnHGGpk+fHhRAWa1W3XXXXZo0aZI6dOigv/71rzp9+rSWLl2qw4cP69JLLw30cMrLYrFo9OjRuvfeeyX976pXpdGrVy/997//1Q033KAbbrhBjz/+uHr37q0GDRro2LFjWrNmjb7++uuQr+Y0ZswYuVwuDR06VFdffbUaN26s77//Xp999pmGDRum9957r8zb9mvZsqUmTpyohx9+WJ06dQpcJW/x4sU6fPiwOnXqpA0bNgQ9pm/fvpo0aZL++c9/qnXr1rriiivUvHlznThxQr/++quWL1+unj176rPPPit2/y+88ILGjx+vLl26qFu3boFzuHbtWq1atUp2u12vvfZaYA6iUF4jJbV48WLdf//96tGjh9q0aaOGDRtq9+7d+vDDD2W1WnX//feXaDv9+/fXrFmzNGrUKF111VW64IIL5HA4FBsbq02bNmnRokXKysrS/fffr0cffTTosTExMRo3bpwef/xxdenSRYMHD1Z2drYWL16sxo0bF3icPXr0UHx8vF588UUdOnQoMF/QnXfeWeorHz766KP67rvv9Nprr+mjjz5Snz591KRJEx04cEBbt25VWlqannzySZ177rkl2t7bb7+t119/XT179lTLli1Vp04d/fLLL/roo49UrVo13X333aVqHwCgEjFQpKFDhxpff/114Pa3335rDB061BgxYkTQf8OHDzeef/55wzAM47XXXjOGDh1q7NmzJ/C4X375Jd8yAED5kRT0X2xsrFGvXj2ja9euxi233GIsXLjQ8Hq9BT720KFDxu233240a9bMqFatmtGiRQvjn//8p/H7778bzZo1M5o1a1bofj/44ANDktGtW7cyt/25554z2rVrZ8TGxhqS8u3vxx9/NEaMGGEkJSUZdrvdSEpKMq6//nrjxx9/LPW+evXqFXSebDabUbt2baNt27bGsGHDDJfLZZw4caLAx2ZlZRnPPfeccc455xjVq1c3GjVqZIwYMcLYsWOHcdNNNxmSjO3btxf42MOHDxtWq9WoXr26cfDgwVK32+/gwYPGxIkTjR49ehh169Y17Ha7UadOHaNHjx7G448/buzfvz9o/aLql5qaakgyli5dGrQ8LS3NuPTSS43ExESjZs2ahsPhMObPn28sXbrUkGSkpqYGre8/pwVxuVyGJMPlcuW776233jI6d+5sVKtWzahfv75x/fXXG3v27DHat29v1K5du8DtrVixwhg6dKhxxhlnGDExMUb9+vWNTp06Gffcc4/xzTffFPiYgrbx8MMPGw6HwzjrrLOM2NhYIz4+3mjTpo1xyy23GBs2bMj3mNK+Roo6bsP48/Xaq1evwO3Nmzcb99xzj3H++ecb9evXN2JjY41mzZoZQ4YMMdLS0kp0XLnt2rXLuO+++4zzzjvPqFmzplGtWjWjWbNmxo033hj0vS+vnJwc4//+7/+MFi1aGDExMcZZZ51l3H///UW+FyxcuNC46KKLjBo1agReV/7XQWHPsbzHn3v/b731ltGnTx+jTp06RkxMjNG4cWPD4XAYTz75pLFz587Autu3bzckGTfddFOBx/LVV18Zo0ePNjp27GjUqVPHqF69utGyZUtj5MiRxsaNG4s7hQCASsxiGGGY1bISGzZsWNBVzzwej6ZMmaLnn38+319oq1evrsTERM2ZM0fz588PjPGW/rws7YgRI/TII48wVxEAVCHjx4/XhAkTNHXqVCaGLcKyZct06aWXasSIEXr77bej3RzTOn78uBo1aqTOnTsXOkE4AABAKBh6Vkpnn322cnJydOzYscAEnnm1bdtWXq9X6enpgS7G/vkCcg9nAABUbr/99ptee+011a1bV9dee220m2Nq/itj3XHHHVFuiTlkZGQoMTEx6JLv2dnZ+sc//qHMzEwNHjw4iq0DAACVGUFRATIzM4MuNXzgwAHt2LFDNWvWVOPGjdWzZ0+9/PLLuvHGG9W8eXMdP35cGzduVLNmzdS1a1d16NBBzZs31//7f/9PI0eOlGEYmjZtmjp27BiWcfoAAHP75JNPtHbtWn300Ufav3+/nn32WSaGLcDGjRv18ccf69tvv9XChQs1cOBAXXjhhdFulim8//77euyxx9SvXz+dddZZOnz4sL788kv99NNP6ty5s+68885oNxEAAFRSDD0rwKZNmzRhwoR8y3v16qWxY8cqOztb//3vf7V8+XIdPnxYCQkJat26tYYNG6amTZtKkg4fPqzp06drw4YNqlatmrp06aIbb7xRNWvWLO/DAQCUs5EjR2rmzJlq1KiRRo0apSe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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index f60e4f8..5c192db 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2267,3 +2267,4 @@ date,hits 2024-05-17,876 2024-05-18,904 2024-05-19,904 +2024-05-20,856