From c845b52a9e7a42dd1e24c513b26359c7c4e0adfb Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Tue, 11 Jun 2024 05:09:08 +0000 Subject: [PATCH] Update for 2024-06-11 --- estimate.ipynb | 160 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 81 insertions(+), 80 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 8f7714f..2e85f40 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:06.747050Z", - "iopub.status.busy": "2024-06-10T05:08:06.746625Z", - "iopub.status.idle": "2024-06-10T05:08:06.756317Z", - "shell.execute_reply": "2024-06-10T05:08:06.755716Z" + "iopub.execute_input": "2024-06-11T05:09:03.797552Z", + "iopub.status.busy": "2024-06-11T05:09:03.797360Z", + "iopub.status.idle": "2024-06-11T05:09:03.806697Z", + "shell.execute_reply": "2024-06-11T05:09:03.806077Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:06.792767Z", - "iopub.status.busy": "2024-06-10T05:08:06.792570Z", - "iopub.status.idle": "2024-06-10T05:08:07.445795Z", - "shell.execute_reply": "2024-06-10T05:08:07.445166Z" + "iopub.execute_input": "2024-06-11T05:09:03.841185Z", + "iopub.status.busy": "2024-06-11T05:09:03.840710Z", + "iopub.status.idle": "2024-06-11T05:09:07.397434Z", + "shell.execute_reply": "2024-06-11T05:09:07.396761Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.448700Z", - "iopub.status.busy": "2024-06-10T05:08:07.448432Z", - "iopub.status.idle": "2024-06-10T05:08:07.706458Z", - "shell.execute_reply": "2024-06-10T05:08:07.705795Z" + "iopub.execute_input": "2024-06-11T05:09:07.400380Z", + "iopub.status.busy": "2024-06-11T05:09:07.400065Z", + "iopub.status.idle": "2024-06-11T05:09:07.739718Z", + "shell.execute_reply": "2024-06-11T05:09:07.739009Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.709341Z", - "iopub.status.busy": "2024-06-10T05:08:07.708869Z", - "iopub.status.idle": "2024-06-10T05:08:07.712228Z", - "shell.execute_reply": "2024-06-10T05:08:07.711653Z" + "iopub.execute_input": "2024-06-11T05:09:07.742506Z", + "iopub.status.busy": "2024-06-11T05:09:07.742233Z", + "iopub.status.idle": "2024-06-11T05:09:07.745467Z", + "shell.execute_reply": "2024-06-11T05:09:07.744920Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.714463Z", - "iopub.status.busy": "2024-06-10T05:08:07.714087Z", - "iopub.status.idle": "2024-06-10T05:08:07.717662Z", - "shell.execute_reply": "2024-06-10T05:08:07.717039Z" + "iopub.execute_input": "2024-06-11T05:09:07.747735Z", + "iopub.status.busy": "2024-06-11T05:09:07.747342Z", + "iopub.status.idle": "2024-06-11T05:09:07.750882Z", + "shell.execute_reply": "2024-06-11T05:09:07.750281Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-06-10 05:08:07.715135 UTC\n" + "This notebook was last rendered at 2024-06-11 05:09:07.748393 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.719919Z", - "iopub.status.busy": "2024-06-10T05:08:07.719722Z", - "iopub.status.idle": "2024-06-10T05:08:07.730892Z", - "shell.execute_reply": "2024-06-10T05:08:07.730331Z" + "iopub.execute_input": "2024-06-11T05:09:07.753195Z", + "iopub.status.busy": "2024-06-11T05:09:07.752854Z", + "iopub.status.idle": "2024-06-11T05:09:07.763537Z", + "shell.execute_reply": "2024-06-11T05:09:07.762898Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.733175Z", - "iopub.status.busy": "2024-06-10T05:08:07.732798Z", - "iopub.status.idle": "2024-06-10T05:08:07.739395Z", - "shell.execute_reply": "2024-06-10T05:08:07.738726Z" + "iopub.execute_input": "2024-06-11T05:09:07.765844Z", + "iopub.status.busy": "2024-06-11T05:09:07.765498Z", + "iopub.status.idle": "2024-06-11T05:09:07.772553Z", + "shell.execute_reply": "2024-06-11T05:09:07.771929Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-06-08\n", - " 245104\n", - " \n", - " \n", " 2024-06-09\n", " 236336\n", " \n", @@ -250,6 +246,10 @@ " 2024-06-10\n", " 247664\n", " \n", + " \n", + " 2024-06-11\n", + " 247664\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-06-08 245104\n", "2024-06-09 236336\n", - "2024-06-10 247664" + "2024-06-10 247664\n", + "2024-06-11 247664" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.741745Z", - "iopub.status.busy": "2024-06-10T05:08:07.741381Z", - "iopub.status.idle": "2024-06-10T05:08:07.744846Z", - "shell.execute_reply": "2024-06-10T05:08:07.744291Z" + "iopub.execute_input": "2024-06-11T05:09:07.775207Z", + "iopub.status.busy": "2024-06-11T05:09:07.774763Z", + "iopub.status.idle": "2024-06-11T05:09:07.778242Z", + "shell.execute_reply": "2024-06-11T05:09:07.777720Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.747099Z", - "iopub.status.busy": "2024-06-10T05:08:07.746750Z", - "iopub.status.idle": "2024-06-10T05:08:07.750118Z", - "shell.execute_reply": "2024-06-10T05:08:07.749496Z" + "iopub.execute_input": "2024-06-11T05:09:07.780514Z", + "iopub.status.busy": "2024-06-11T05:09:07.780149Z", + "iopub.status.idle": "2024-06-11T05:09:07.783507Z", + "shell.execute_reply": "2024-06-11T05:09:07.782863Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.752377Z", - "iopub.status.busy": "2024-06-10T05:08:07.752178Z", - "iopub.status.idle": "2024-06-10T05:08:07.969219Z", - "shell.execute_reply": "2024-06-10T05:08:07.968492Z" + "iopub.execute_input": "2024-06-11T05:09:07.785844Z", + "iopub.status.busy": "2024-06-11T05:09:07.785479Z", + "iopub.status.idle": "2024-06-11T05:09:08.030610Z", + "shell.execute_reply": "2024-06-11T05:09:08.029950Z" } }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.971942Z", - "iopub.status.busy": "2024-06-10T05:08:07.971521Z", - "iopub.status.idle": "2024-06-10T05:08:07.977479Z", - "shell.execute_reply": "2024-06-10T05:08:07.976927Z" + "iopub.execute_input": "2024-06-11T05:09:08.033292Z", + "iopub.status.busy": "2024-06-11T05:09:08.032897Z", + "iopub.status.idle": "2024-06-11T05:09:08.038681Z", + "shell.execute_reply": "2024-06-11T05:09:08.038163Z" }, "urth": { "dashboard": { @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.979911Z", - "iopub.status.busy": "2024-06-10T05:08:07.979533Z", - "iopub.status.idle": "2024-06-10T05:08:07.984424Z", - "shell.execute_reply": "2024-06-10T05:08:07.983776Z" + "iopub.execute_input": "2024-06-11T05:09:08.041095Z", + "iopub.status.busy": "2024-06-11T05:09:08.040692Z", + "iopub.status.idle": "2024-06-11T05:09:08.045496Z", + "shell.execute_reply": "2024-06-11T05:09:08.044905Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits 51.433098\n", + "hits 51.418552\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.986688Z", - "iopub.status.busy": "2024-06-10T05:08:07.986492Z", - "iopub.status.idle": "2024-06-10T05:08:07.989724Z", - "shell.execute_reply": "2024-06-10T05:08:07.989151Z" + "iopub.execute_input": "2024-06-11T05:09:08.047885Z", + "iopub.status.busy": "2024-06-11T05:09:08.047486Z", + "iopub.status.idle": "2024-06-11T05:09:08.050770Z", + "shell.execute_reply": "2024-06-11T05:09:08.050238Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:07.992005Z", - "iopub.status.busy": "2024-06-10T05:08:07.991808Z", - "iopub.status.idle": "2024-06-10T05:08:08.287399Z", - "shell.execute_reply": "2024-06-10T05:08:08.286663Z" + "iopub.execute_input": "2024-06-11T05:09:08.053040Z", + "iopub.status.busy": "2024-06-11T05:09:08.052669Z", + "iopub.status.idle": "2024-06-11T05:09:08.343450Z", + "shell.execute_reply": "2024-06-11T05:09:08.342806Z" } }, "outputs": [ { "data": { - "image/png": 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y8/MVFhamgwcPKjMzU5LUpEkT/e1vf6vQOVicx9myZYu2bdsm6Y+/AC9dulTvvvuu3n//faWlpSksLMztM7w0T9N65plnSnW/K/r7emk4HA7l5+eb/llgs9lcv9AWdy7nNtIfQ6+GDx9e7Ge3FT/HysLT+6Lw7yZ2u931NeT8Q3JeXp4Mw1DNmjUVGhqq1NRU2Ww219dkUFCQ/vSnP+nbb7/ViRMn3M4XEhKikJAQdezYUTk5ObLZbNq/f79++eUXBQUFuUaKFH5/O7+XNG/eXOHh4W7fn+Pi4sp9D+x2u+uaC39eXIwGDRooIiJCqampysjIUEZGRonbl/SZZLPZ3P7v7NFjs9mK/dp0OByqW7euIiIitHPnTq/8HlKarynpj/tsGMZFf504Q8HC5y3rsex2uxwOR5HvDSiZw/HHIDDnPbPZbAoMDJSfn59ycnKUm5tbYZ9/pf3+3aBBAw0dOrRKB1FeCaDuuuuuUm3njafg5eXl6Z577tHjjz+url27upbPnDlTZ86c0dNPP11kn4ceekj9+/fXzTff7Fq2aNEi/fDDD3r55Zd1/PhxPfLII3rppZfUvHlz1zYTJ05U8+bNi/0mkZub6xY0Od/UaWlpVfLD4cUXX9SMGTMquxlAqTjnDqhICQkJF/0I5PJ68MEHtWzZslJtW/ivav369dOqVavc/krnvDfnf9MbO3asWxDvSXGfA6XZtyTnt7G4theugad74mm7inT+9Xu6bpvNpvDwcKWkpFjiF7eS7mF1UlxdnPenov544UsKz8FSnveO8x57Eh0d7XoiUFnPXdJxUTrFfXZb7XOsLKrC+6J///5u37+cnz/O4Wtz5szxalAKwFrK+3N1ZXI4HKUKoMo1B9TAgQNdKXZly8zMVEFBgUJDQ92Wh4aG6ujRox73SU9PLzI0LyQkROnp6a71zmXFbePJkiVLtHjxYtfrFi1aKD4+vlQFsaL169dXdhOAUrHZbKa8X7dt21aqxx+b4bvvviv1ts75CJzt3bp1q9s8BevXry/y5A1J2rBhwwXntSvuvpZm35Kc38bi2l64Bp7uiaftKtL511/SdYeHh1f4+S9GSfewOjq/LoXvD9wV/qwoz3unpHv8008/FQn/nJ/hFzr31q1by9wWuLvQZ7dVPsfKwurvC5vNVuT7l2EYrvd5//799c4771RS6wBYwbJly/T6669XdjNMVa4AavDgwRXVDp8yYMAA9e/f3/XaGdJV1R5Q1157rX766afKbgZwQYZhmPJ+7dixo44dO1ahxyytbt26lbkHlLO9kZGRbk/Acd6b83/p69GjxwWvr7j7Wpp9S3J+G4tre+EaeLonnrarSOdfv6frtlrPgZLuYXVSXF2c94ceUEU53+/lfe8477EnnTp1KtIDqvBneEnnjoyMLHNb4K64z26rfY6VhdXfF4ZhFPn+ZbPZXO/zLl26uOZhAlA9BQcHV9mf1bzSA2rv3r1q06ZNeQ5RYYKDg2W324v0TEpPTy/SK8opNDS0yFjmjIwM1/bO/2dkZKhu3bpu2xQeknc+f39/+fv7e1xX1b6ZS3KNRbX6HFBWVVXmgHI4HLrhhhsqbQ6o85VlDqiFCxdKkmt+hU6dOmnKlClKSUkp1xxQYWFhevHFFxUbG1tp92LWrFmlngOq8NNnDMPw+PhX53bHjh1zmwPqQtfn/BxwzgEVGBio2267rVT7lsRTG4tru/M8nu6Jp+0qkvP6C88BVdx5yjMnREUq6R5WR+fXpfD9OXbsWLnngKpIF5oXpazHKjwH1Llz57R3714VFBSoQYMGxc4B5ekzpawK3+OffvrJ4xxQCxcuVGpqqtscORc6t/O4zAH1v/lqSvoDZ3FzQJXUNqt8jpVFce+L0s4BFRgYqJCQkGLngDpy5IhOnTqlzMxMnTp1ynXMBg0auL62JJVpDqhGjRq5vc/HjRvntWGE5887dyEOh+OCf0gv7bx0zs835x/pPe1TWX8cKO28av7+/srLyzPlc6W4a2/QoIFeeukl/fTTT/xeVsUVV+Nx48ZVuc/esir3HFDh4eG69tprde2116phw4YV2bYyGz9+vFq3bq0RI0ZI+uMHjdGjR+uGG24o9STkEyZMULNmzdwmIb/lllt0yy23SKq+k5CbrSKeUlSaR79eaPvExMQiYUZ15q3JSJ31CAwMdHsKCDyr6pPE+irqYk0V8f3l/O8L538POf+pSLGxsWX6HuKc4L9evXoaN26cx/08nbMs3/espLK/Vi50L8+vuVT0Dx1WVBHvicquTVVh1tef87OkuF9Oz58jrXCIFBERodtuu831c5Qkt5+tAgMD3fZt1qyZDh8+LMMwZLPZdOmll+rQoUNuT+CrW7eubDab2rdvX+L8mhd6IltJ92vixIlKSEhwXU/Tpk116NAhVzujoqJcAZ7zmir7c895PQ0aNNC0adPc5qz76aefSrxXzpoVHp5ceC4w53XFxcUpMTHRbd/zv7c4n5pY3icR+pILfYZ5+n4bHx+v999/X6dPn3b9YbeiJgMv6b3v/F5z/h9hqiqvTEK+YcMGrV+/Xtu2bVNBQYHatm2ra6+9VtHR0V578l1hycnJeuONNzRy5Ei1bt1aK1as0MaNG/Xaa68pNDRUM2fOVL169TRs2DBJ0p49ezRp0iQNGzZMnTt3VlJSkpYsWaL4+Hg1a9ZM0h9/7f/ss880ZswYhYWF6YMPPtChQ4c0ffp0119OSosAqnj8wGNN1MWaqIs1URdr8naQXtm/GFUFfK1YF7WpXJ7CmHr16iksLExjxoxRly5dtGrVKlewVDhQGjt2rM6cOeP29EhPT8JduHChEhMTXaFH4fBDksdjR0VFaevWra7tIyMjFRYWpsTERLfw5WI++zwF+KtXr3YNIS8p2KoM57d37NixRf54WvipuZ06dXLd8/P3+eWXX4q9Vud5CoeM59/rwu8XK96rysBnWOUpbQBVriF4PXr0UI8ePZSZmank5GRt2LBBc+bM0bx58xQZGak//elPuvrqq12POjRbdHS0MjMztWjRIqWnp6t58+YaP368ayjdiRMn3CZNb9euncaOHasPPvhACxcuVKNGjfTUU0+5widJuu2225STk6NZs2bpzJkzat++vcaPH1/m8AkAAPiu2NhYgicA5RITE6PZs2e7QocjR47o0KFDSkhI0K233qpjx465fdY4h6sWDoxmz57tCpOcQYlzWWxsrJKSktxCDcMwNHbsWNcxncFG4V5Wheelcg4VLNx7MDAwUElJSa79i3N+IObcvvBwced2zvNHR0d73K+yJCUluT0oITs7u0jo88wzz7j1oCmu12piYmKRay28j/O+nB9UJScnKzY21vV+8bQ/rMPT+9e5LCgoqEhw7OvK1QPKk5SUFG3YsEEbNmzQsWPHFBQUpGuuuUY9e/ZU+/btK/JUVQ49oIpHWm1N1MWaqIs1URdroi7WQ02si9pUvsTERL366qvatWuXa6jW/fffr1mzZhVbF089YZy9ms7vHePsWeNkt9t1//33u4Uo5/fycQZWNptN119/vSvg8rRtcT2hSrudc9vCgVRp9/OGslxHaY93od6zJZ2T3rfurPYZ5ql2ktx6t/nKEEqv9IDyJCAgQDVq1HBNwm2z2bRp0yatWbNGLVu21JgxY9S0adOKPi0AAAAAVGmF5wBy/tLavXv3EvcprieMp2WxsbGuuaScv/ie33OmcO+b84fjOedicjq/R5Czd875Srud8/zOdYV7Y11ov4pwod5WznuzceNG3XzzzerSpUu5H8Zyoevx9FCRsuyPyuPpfW8YhtscYM6g2ez3tlVUSAB19uxZffvtt9qwYYN27dolm82mqKgo3Xnnnbrqqqtkt9v1/fffa/78+XrzzTc1bdq0ijgtAAAAAPiU8wOHfv36lWl75y+xxYUWzzzzTJGnTXo65vlD/TxtW9phYBc7XMybw8wK91YpPGzxfLGxserXr5+rp403EDRVTSWFw4V7QFWnIZTlGoL3ww8/aP369frxxx+Vm5urVq1a6U9/+pNiYmJUp06dItt/9dVXmjNnjutJItUNQ/CKZ7XukvgDdbEm6mJN1MWaqIv1UBProjbWZPW6lHYY2MUOF/PWMLOyTOpdEU9Ytcq8Vr7Eil8rxc3/5WtPAPfKU/DuuusuXXLJJbr22mvVs2dPNW7cuMTt9+3bp8TERI0ePfpiT1mlEUAVz4ofFqAuVkVdrIm6WBN1sR5qYl3UxprKWhczww1fDk7KMr9Teb5WKnoeKfwPn2GVxytzQP3tb3/TFVdcUertW7durdatW5fnlAAAAAAAD0o7jMxqx7aCkuZaqkhlmQ8L8DX28uxclvAJAAAAAGAeT+FGRVm4cKFsNpspx7aK2NhYTZo0ydRAKCYmxnUPq9PcP4BUQZOQHzp0SD/99JPS0tIkSQ0aNFCnTp3UrFmzijg8AAAAAOACzJq0OzExUYmJia7X3pgQ3FeH+nmrpxVgReUKoHJzc/X2229r3bp1kv4YcylJhmHo/fff17XXXqtRo0bJ4aiQnAsAAAAAUAyzwo3CPaskmdrRwNeH+kk81Q7VV7mSoQULFmjdunWKjY3VjTfeqIYNG8pmsyklJUUrVqzQl19+qdq1a2v48OEV1FwAAAAAQHEqMtxw9kQKCgpSfn6+69HxR44cUVxcnCnhEHMkAb6rXHNArV+/Xtdee63uv/9+NW7cWH5+frLb7WrcuLEeeOAB9ejRQ+vXr6+otgIAAAAAvMDZEykhIUEzZszQ2LFjdfnll7tCKLPmgWKOJMB3lSuAysvLU9u2bYtd365dO1c3TQAAAABA1XB+T6SzZ8/qiSeecIVPZoVDzmGEI0aM8Mnhd0B1Vq4heJGRkdqyZUuxHwpbtmxRx44dy3MKAAAAAICXnD/srnDY5K0JtJkjCfBN5QqghgwZotdee02vvPKK+vXrp/DwcEnSsWPHtGrVKqWlpemxxx5TVlaW2361a9cuz2kBAAAAABW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KjIzUgQMHlJ6eLsMw1KFDBy1evFiS9147zv1s2bJFW7dulfTHl+8lS5bo/fff9/h5VJpjl/Z7ic1mc/2i6Kv3pS+PWfg7i6fvNs6fd7m5uQoODtaQIUMqzWdYWXl6XRT+3cT5Mz8wMFCSXN/Nw8LCVK1aNaWnp7uup91uV3h4uKKjo7V79263my7Z7XbVrVtXwcHBioyMVHZ2tis8OXbsmGrWrKmGDRtKktvr2/mzpEmTJoqKiioyaXh52e12GYbhFjJdrHr16ik6OlrHjx/XiRMndObMmWK3tdlsklTia8dut7tCFcMw3MIuT0JDQ1W3bl0FBQXpwIEDZf78u1jOa1jcuThfP7m5uRd9jcPDw5WRkeG2z4t53zkcf/Qn8dW18QeFr5nD4VD16tV1/vx5nTt3zmu/A0oq8vuGU+F6h4WFFfvZXFkEBgaqXr16F9yuXAHU3XffXartfHEXvNzcXN1777164okn1LlzZ9fyadOm6cyZM3rmmWeKPOfhhx9Wnz599Kc//cm1bMGCBfrhhx/0yiuv6NixY3r00Uf18ssvq0mTJq5txo0bpyZNmhT7QyInJ8ctaHJ++UtLS6uUHw4vvfSSpk6dWtHNAEqlT58+Wrp0qVf3mZiYqN69e3t1n6X10EMPlfp8nL/wONu7cuVKt7+UOudVKKw051fc58CoUaPcQvyyKtzG4tpesI2eromn7byp8Pl7Om+bzaaoqCilpqZa4pe3kq5hVVFSTZzX52K/9Purq6++WiNHjvTKa8d5jT2JjY113RGooILzvxR3bL6XlF9l+Awrq8rwuij8HcX5+eMcKvfee+9VYOsAVLTyfq+uSA6Ho1QBVLmG4PXr18+Vdle0zMxM5efnKyIiwm15RESEjhw54vE56enpRYbmhYeHKz093bXeuay4bTxZtGiRFi5c6HrctGlTTZkypVQFsaL169dXdBOAUrHZbPruu++8vt+tW7dqyJAhXt9vaZTlfJzzETjb+9NPP7nNU7B+/foiv2zbbLZSnV9xnwMbNmwo15x4hdtYXNsLttHTNfG0nTcVPv+SzjsqKsrrx78YJV3DqsZTTQpeH/zPjh07vPbaKeka//jjjx4/j9avX3/BY/O9pPwqw2dYWVn9deHpO4phGK7XeZ8+fQiggCpu6dKlevPNNyu6GaYqVwA1YMAAb7XDr/Tt21d9+vRxPXaGdJW1B9R1112nH3/8saKbAVyQYRjq0qWL13tAtWvXzjX5p6+V5Xycv7Q529u+fXvXL3F5eXke38uGYZTq/Ir7HOjatWu5rk3hNhbX9oJt9HRNPG3nTYXP39N5W633QEnXsKooqSbO60MPKHdXXHGF1147zv140qFDhyI9oAzDcL3XSjo230vKrzJ8hpWV1V8Xnr6jOOc9ateunTp16uSahwlA1RQWFlZpv6v5pAfUnj171LJly/LswmvCwsJkt9uL9ExKT08v0ivKKSIiwm3srSRlZGS4tnf+PyMjQ7Vq1XLbpuCQvMICAwNd48oLq4w/0J1jUa0+B5RVVZY5oBwOh2666aYKmwOqsLLMATV//nxJ8vocUJGRkXrppZcUHx9fYddi+vTpReaAWrx4sc6fP6/Tp0+rWrVqrjmgCt7pxjAMj3fA6dChg+bPn6/jx4+7zUlxofNzfg4454AKCQnR7bffrmeffbZc18ZTG4tru/M4ha9Jv379PG7nTc7zLzgHVHHHKWneCF8q6RpWNZ5qUvD6HD16tNxzQHlbwTmgysM5DUC9evXUtm1bnT9/Xnv27FF+fr7q1atX7BxQ3njtFLzGP/74o8c5oDx9Hnn6PCuoLN9LqtocUMVt42kOKKt/hpVVca8Lb80Bdfz4cQUEBOjYsWNucyE550lyzgG1Y8cOpaamlmoOqAYNGri9zq+//nqfBVAXmn+psAuF9ReaN8nTdmVpgy//WHChc7Hb7XI4HDp//rwpxy/uXKOjozV+/Hj9+OOPeuedd0w7PsxXXI1Hjx5dKT9/y6Lcc0BFRUXpuuuu03XXXaf69et7s21lNmbMGLVo0UJDhw6V9McPmBEjRuimm24q9STkY8eOVePGjd0mIb/11lt16623Sqq6k5CbrbwTXyYlJRW5zezFbJ+UlFQkzKjKfDUhqbMeISEhpbqNb1XnDxPF+iPqYj3eqImnnwuFf4YUvuPRqFGjSj2RqHP/hUMYT9sVPmZZfu5ZSUW/Vy50LQvXXCr6hw4rKu9roqLrUpmY8f4r/Dki/e+X1IK/rDrDzfj4eK1atcrVyzAmJkajR492tUuS23erkJAQTZ061bX/mJgYbd261XUsZ+8r57Guvvpq1apVS2lpaUXujufkXBYQEKChQ4dq/PjxZb5e48aNU2Jiotvd/A4ePOg6z+joaNcfvKzyuef8jHDeAc85X52kYue9c17XwncPLLiu4J0EExISlJSU5LaPwj9bpkyZ4lZTM+7MWNlc6HPMeUOd2rVra/To0ZKkN998U/v27ZMkNWvWTKNHj/bq+7q412xpf/5XFj6ZhHzDhg1av36968OrVatWuu666xQbG+uzO98VlJKSorfeekvDhg1TixYttHz5cn3zzTd64403FBERoWnTpql27doaPHiwJGn37t0aP368Bg8erI4dOyo5OVmLFi3SlClT1LhxY0l//LV/8eLFGjlypCIjI/Xhhx/q4MGDev311xUUFFSm9hFAFY8vPdZEXayJulgTdbEeX9bEKr8YVQa8V6yJulSsgkFMQECA2rZtq9zcXDVp0kQtW7ZUu3btJMktYCp8o5EzZ8643T2y8B0lnYGFp0DLGaA4Q6uCNwMoGIRdeumlatOmjdq0aVPkhgEX89nnDN48BWsXCrYqgqf2FgwOCgbYbdq0cQv/Ctbq7Nmz+uWXX4o9V+dxCoeQBa9z4deM1a5VReBzrOKUNoAq1xC8rl27qmvXrsrMzFRKSoo2bNigmTNnavbs2Wrfvr2uv/56XX311a5bHZotNjZWmZmZWrBggdLT09WkSRONGTPGNZTuxIkTbpOmt27dWqNGjdKHH36o+fPnq0GDBnr66add4ZMk3X777Tp37pymT5+uM2fOqE2bNhozZkyZwycAAOC/4uPjCZ4AXLS4uDjNmDHDFVJs2bJFAQEB2r59uxYvXqxOnTq5hqg7OYe4Fgw4ZsyY4dYbp+CyM2fOFOnJ1LNnT7cAJT4+XuPGjSsSPkl/DM+84447XL1wnMNlQ0JClJyc7Hp+cQoHYs7tCw75dW7nPH5ISIjGjRvn9pyKlJyc7HajhCZNmri1q7ifBYWHFkt/nGfBc3Wev3M/iYmJeu2117Rz505XT7OUlBTX8wu/Zgo+H9bg6TXvXD5v3jzZbLZK3/OprMrVA8qT1NRUbdiwQRs2bNDRo0cVGhqqa665Rt26dVObNm28eahKhx5QxSOttibqYk3UxZqoi/VQE2uiLtZEXSqesydl4Z4xo0aN0tNPP11sXTz1hHH2lim4LDY21m2ImN1u1wMPPFCk10zhXj4Fh48V3r7wtsX1hCrtdgWvQ+GeQ1YYYlaW8yjt/krqPXuh49H71p2VPseKq51zeUFWeG2XV2l7QNkvuEUZBQUFqVq1aq6J/Ww2mzZu3Khx48bp+eef1+HDh719SAAAAACo1OLj4zV+/HgNGjTI7U6U3bt3L/F5cXFxbtvHxsZ6XBYfH69Ro0ZJ+t/8TZ56zTh73wwdOlSjRo2SYRgKCAjwuH3hHkGF725Z1u0KXoczZ86U+jnekpSUpHHjxhWZf6lg2xITE/XAAw9o8eLF6t27d7mO5zzX4sKHgrXwFFJc6PmoOMW95pOTk91GZdlsNp+8tq3CK2Pjzp49q2+//VYbNmzQzp07ZbPZFBMTo7vuuktXXXWV7Ha7vv/+e82ZM0dvv/22Jk+e7I3DAgAAAIBfKTws7bbbbivx1uye7noqFb2bpfTH3QI9DQfztE/nupK2L+0wsIsZLubrIWYFe6w4hy16uj7x8fHq3bu3q6eN2RjiXTkV9/p1LncyDKNKDZ8s1xC8H374QevXr9fmzZuVk5Oj5s2b6/rrr1dcXJxq1qxZZPuvvvpKM2fOdE3MVtUwBK94Vuouif+hLtZEXayJulgPNbEm6mJN1MWaKkNdSjsM7GKGi/lyiFlZJvX2xh28Pc0NhPKx2vulKt153Sd3wbv77rtVp04dXXfdderWrZsaNmxY4vZ79+5VUlKSRowYcbGHrNQIoIpntQ8L/IG6WBN1sSbqYj3UxJqoizVRF2u6mLqYGW74c3BSlvmdyvN+8fY8UvgfPscqjk/ugve3v/1NV1xxRam3b9GihVq0aFGeQwIAAAAAPCjtMDKr7dsKihvK6G2e5gbyp+sIlKRck5CXJXwCAAAAAJinLJN9l9X8+fNls9l8Oim4r/liUm9PE8QDVYVXJiE/ePCgfvzxR6WlpUmS6tWrpw4dOqhx48be2D0AAAAA4ALMmrg7KSnJ7c5wZgcn/jzUz1c9rQArKlcAlZOTo3fffVfr1q2TJNftBA3D0Lx583Tddddp+PDhcji8knMBAAAAAIphVrhRsGeVJFM7Gvj7UD+JO9uh6ipXMjR37lytW7dO8fHxuvnmm1W/fn3ZbDalpqZq+fLl+vLLL1WjRg0NGTLES80FAAAAABTHm+GGsydSaGio8vLyZLfblZ+fr8OHDyshIcGUcIg5kgD/Va45oNavX6/rrrtODzzwgBo2bKiAgADZ7XY1bNhQDz74oLp27ar169d7q60AAAAAAB9w9kRKTEzU1KlTNWrUKF1++eWuEMqseaCYIwnwX+UKoHJzc9WqVati17du3drVTRMAAAAAUDkU7ol09uxZPfnkk67wyaxwyDmMcOjQoX45/A6oyso1BK99+/basmVLsR8KW7ZsUbt27cpzCAAAAACAjxQedlcwbPLVBNrMkQT4p3IFUAMHDtQbb7yhV199Vb1791ZUVJQk6ejRo1q5cqXS0tL0+OOPKysry+15NWrUKM9hAQAAAAB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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:08.290236Z", - "iopub.status.busy": "2024-06-10T05:08:08.289782Z", - "iopub.status.idle": "2024-06-10T05:08:08.296506Z", - "shell.execute_reply": "2024-06-10T05:08:08.295973Z" + "iopub.execute_input": "2024-06-11T05:09:08.346164Z", + "iopub.status.busy": "2024-06-11T05:09:08.345757Z", + "iopub.status.idle": "2024-06-11T05:09:08.352725Z", + "shell.execute_reply": "2024-06-11T05:09:08.352207Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3438\n", + "False 3439\n", "True 97\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:08.298661Z", - "iopub.status.busy": "2024-06-10T05:08:08.298456Z", - "iopub.status.idle": "2024-06-10T05:08:08.302483Z", - "shell.execute_reply": "2024-06-10T05:08:08.301874Z" + "iopub.execute_input": "2024-06-11T05:09:08.354922Z", + "iopub.status.busy": "2024-06-11T05:09:08.354726Z", + "iopub.status.idle": "2024-06-11T05:09:08.358448Z", + "shell.execute_reply": "2024-06-11T05:09:08.357913Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-06-10T05:08:08.304837Z", - "iopub.status.busy": "2024-06-10T05:08:08.304465Z", - "iopub.status.idle": "2024-06-10T05:08:08.526702Z", - "shell.execute_reply": "2024-06-10T05:08:08.525991Z" + "iopub.execute_input": "2024-06-11T05:09:08.360643Z", + "iopub.status.busy": "2024-06-11T05:09:08.360448Z", + "iopub.status.idle": "2024-06-11T05:09:08.582625Z", + "shell.execute_reply": "2024-06-11T05:09:08.582008Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 5b30a7c..79855f4 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2289,3 +2289,4 @@ date,hits 2024-06-08,245104 2024-06-09,236336 2024-06-10,247664 +2024-06-11,247664