From 0adece0a4ce5d6c47106ad4485e636e55494247e Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sat, 20 Apr 2024 05:08:37 +0000 Subject: [PATCH] Update for 2024-04-20 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index e4ef598..c350d9a 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:19.287548Z", - "iopub.status.busy": "2024-04-19T05:08:19.287350Z", - "iopub.status.idle": "2024-04-19T05:08:19.296824Z", - "shell.execute_reply": "2024-04-19T05:08:19.296233Z" + "iopub.execute_input": "2024-04-20T05:08:35.334058Z", + "iopub.status.busy": "2024-04-20T05:08:35.333867Z", + "iopub.status.idle": "2024-04-20T05:08:35.343091Z", + "shell.execute_reply": "2024-04-20T05:08:35.342423Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:19.332100Z", - "iopub.status.busy": "2024-04-19T05:08:19.331713Z", - "iopub.status.idle": "2024-04-19T05:08:19.944402Z", - "shell.execute_reply": "2024-04-19T05:08:19.943794Z" + "iopub.execute_input": "2024-04-20T05:08:35.379962Z", + "iopub.status.busy": "2024-04-20T05:08:35.379571Z", + "iopub.status.idle": "2024-04-20T05:08:35.999349Z", + "shell.execute_reply": "2024-04-20T05:08:35.998732Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:19.947152Z", - "iopub.status.busy": "2024-04-19T05:08:19.946903Z", - "iopub.status.idle": "2024-04-19T05:08:20.161587Z", - "shell.execute_reply": "2024-04-19T05:08:20.160890Z" + "iopub.execute_input": "2024-04-20T05:08:36.002208Z", + "iopub.status.busy": "2024-04-20T05:08:36.001759Z", + "iopub.status.idle": "2024-04-20T05:08:36.270982Z", + "shell.execute_reply": "2024-04-20T05:08:36.270344Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.164571Z", - "iopub.status.busy": "2024-04-19T05:08:20.164113Z", - "iopub.status.idle": "2024-04-19T05:08:20.167353Z", - "shell.execute_reply": "2024-04-19T05:08:20.166799Z" + "iopub.execute_input": "2024-04-20T05:08:36.273849Z", + "iopub.status.busy": "2024-04-20T05:08:36.273372Z", + "iopub.status.idle": "2024-04-20T05:08:36.276644Z", + "shell.execute_reply": "2024-04-20T05:08:36.276044Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.169598Z", - "iopub.status.busy": "2024-04-19T05:08:20.169404Z", - "iopub.status.idle": "2024-04-19T05:08:20.172780Z", - "shell.execute_reply": "2024-04-19T05:08:20.172164Z" + "iopub.execute_input": "2024-04-20T05:08:36.279038Z", + "iopub.status.busy": "2024-04-20T05:08:36.278661Z", + "iopub.status.idle": "2024-04-20T05:08:36.282065Z", + "shell.execute_reply": "2024-04-20T05:08:36.281447Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-04-19 05:08:20.170251 UTC\n" + "This notebook was last rendered at 2024-04-20 05:08:36.279687 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.175059Z", - "iopub.status.busy": "2024-04-19T05:08:20.174865Z", - "iopub.status.idle": "2024-04-19T05:08:20.184840Z", - "shell.execute_reply": "2024-04-19T05:08:20.184345Z" + "iopub.execute_input": "2024-04-20T05:08:36.284416Z", + "iopub.status.busy": "2024-04-20T05:08:36.284124Z", + "iopub.status.idle": "2024-04-20T05:08:36.294170Z", + "shell.execute_reply": "2024-04-20T05:08:36.293679Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.186944Z", - "iopub.status.busy": "2024-04-19T05:08:20.186752Z", - "iopub.status.idle": "2024-04-19T05:08:20.192876Z", - "shell.execute_reply": "2024-04-19T05:08:20.192278Z" + "iopub.execute_input": "2024-04-20T05:08:36.296630Z", + "iopub.status.busy": "2024-04-20T05:08:36.296261Z", + "iopub.status.idle": "2024-04-20T05:08:36.302610Z", + "shell.execute_reply": "2024-04-20T05:08:36.301952Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-04-17\n", - " 920\n", - " \n", - " \n", " 2024-04-18\n", " 888\n", " \n", @@ -250,6 +246,10 @@ " 2024-04-19\n", " 956\n", " \n", + " \n", + " 2024-04-20\n", + " 960\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-04-17 920\n", "2024-04-18 888\n", - "2024-04-19 956" + "2024-04-19 956\n", + "2024-04-20 960" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.195251Z", - "iopub.status.busy": "2024-04-19T05:08:20.194886Z", - "iopub.status.idle": "2024-04-19T05:08:20.198226Z", - "shell.execute_reply": "2024-04-19T05:08:20.197640Z" + "iopub.execute_input": "2024-04-20T05:08:36.305067Z", + "iopub.status.busy": "2024-04-20T05:08:36.304624Z", + "iopub.status.idle": "2024-04-20T05:08:36.308053Z", + "shell.execute_reply": "2024-04-20T05:08:36.307456Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.200510Z", - "iopub.status.busy": "2024-04-19T05:08:20.200157Z", - "iopub.status.idle": "2024-04-19T05:08:20.203519Z", - "shell.execute_reply": "2024-04-19T05:08:20.202913Z" + "iopub.execute_input": "2024-04-20T05:08:36.310312Z", + "iopub.status.busy": "2024-04-20T05:08:36.310115Z", + "iopub.status.idle": "2024-04-20T05:08:36.313509Z", + "shell.execute_reply": "2024-04-20T05:08:36.312970Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.206038Z", - "iopub.status.busy": "2024-04-19T05:08:20.205670Z", - "iopub.status.idle": "2024-04-19T05:08:20.485044Z", - "shell.execute_reply": "2024-04-19T05:08:20.484337Z" + "iopub.execute_input": "2024-04-20T05:08:36.315732Z", + "iopub.status.busy": "2024-04-20T05:08:36.315538Z", + "iopub.status.idle": "2024-04-20T05:08:36.599531Z", + "shell.execute_reply": "2024-04-20T05:08:36.598826Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.487591Z", - "iopub.status.busy": "2024-04-19T05:08:20.487190Z", - "iopub.status.idle": "2024-04-19T05:08:20.492766Z", - "shell.execute_reply": "2024-04-19T05:08:20.492229Z" + "iopub.execute_input": "2024-04-20T05:08:36.602380Z", + "iopub.status.busy": "2024-04-20T05:08:36.602007Z", + "iopub.status.idle": "2024-04-20T05:08:36.607705Z", + "shell.execute_reply": "2024-04-20T05:08:36.607086Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64892.0\n", + "hits -64888.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.495075Z", - "iopub.status.busy": "2024-04-19T05:08:20.494740Z", - "iopub.status.idle": "2024-04-19T05:08:20.499338Z", - "shell.execute_reply": "2024-04-19T05:08:20.498811Z" + "iopub.execute_input": "2024-04-20T05:08:36.610097Z", + "iopub.status.busy": "2024-04-20T05:08:36.609733Z", + "iopub.status.idle": "2024-04-20T05:08:36.614542Z", + "shell.execute_reply": "2024-04-20T05:08:36.613927Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.631065\n", + "hits -18.624569\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.501657Z", - "iopub.status.busy": "2024-04-19T05:08:20.501314Z", - "iopub.status.idle": "2024-04-19T05:08:20.504589Z", - "shell.execute_reply": "2024-04-19T05:08:20.503970Z" + "iopub.execute_input": "2024-04-20T05:08:36.616865Z", + "iopub.status.busy": "2024-04-20T05:08:36.616509Z", + "iopub.status.idle": "2024-04-20T05:08:36.619807Z", + "shell.execute_reply": "2024-04-20T05:08:36.619199Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.506875Z", - "iopub.status.busy": "2024-04-19T05:08:20.506535Z", - "iopub.status.idle": "2024-04-19T05:08:20.845880Z", - "shell.execute_reply": "2024-04-19T05:08:20.845215Z" + "iopub.execute_input": "2024-04-20T05:08:36.622078Z", + "iopub.status.busy": "2024-04-20T05:08:36.621695Z", + "iopub.status.idle": "2024-04-20T05:08:36.951258Z", + "shell.execute_reply": "2024-04-20T05:08:36.950580Z" } }, "outputs": [ { "data": { - "image/png": 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qJYfDoZ07dyo7O9u9T3BwsCIjI/X777+rRo0aatGihYKCgrR27Vrl5ubqmmuuUU5Ojk6fPq177rlHzz//vMf3mNatW3sMoXIFFr5yOP6vL0L+z49L4RoV47rGM2fOKDU1tcjtbTabJHl9D7neowU//xwOR5HttNvtqlGjhsLCwhQUFKRDhw75fE0lUfDrqygFP7dLK3/YJ/3f++5SPkNcdS+L+1NZuL5f5v9ea7PZFBwcrICAAJ0/f145OTmXXN+AgADddtttRX7uVgSBgYGqW7fuRbfzKYC6//77S7RdWTwFLzc3Vw8++KCefvppderUyb18+vTpOnv2rJ577rlC+zz22GPq06eP7rjjDveyBQsW6Mcff9Srr76qEydO6IknntArr7yixo0bu7cZP368GjduXOQHf05OjkfQ5HpzpqWlVcgv9JdfflnTpk0r72YApZKQkKDPPvtMX375pd+Oef3112vJkiV+O15pleZrMf9fGHv37i1JWrlypcdfQ13zJhSUf5/StqUk+xanYBtdxytqeXFt8batv7jak5+389hsNkVGRiolJcUSv6gVdx8vN0XVpuA9gqfRo0erffv2fnkfefs6crnvvvu0cOFCr+d3DSUq6tzFHRcl16dPH7333nuFllvtc620KsL7o0+fPoV+fnEFEK55kd5///1yah0AsxT1uVsROByOEgVQPg3B69evnzu9Lm+ZmZlyOp0KDw/3WB4eHq5jx4553Sc9Pb3Q0LywsDClp6e717uWFbWNN4sWLfL4oalJkyaaOnVqiQpiRevXry/vJgClYrPZtH37dn3//fd+Pe6uXbvKdf630nwturqjb9++XUOGDJH0R9f5/PMkrF+/vtBfwl33zrVPadtSkn2LU7CNruMVtbyotri65hfc1l+2bdvmce8udt8iIyP9ev5LVdx9vFwVrE3+e4TCNmzY4O4l4+v7qLh7vW7dOq+fT+vXr7/oubdt21bqtqCwH374odjveVb5XCutivD++OGHHwq9/109tLdv364+ffoQQAGV0MU+dysDnwKoAQMG+KsdlUrfvn3Vp08f92tXSFdRe0DdeOON+umnn8q7GUCJGYahtm3bqnPnzn7tAXXNNde4J/YsD6X5WnT9gta2bVt3m9u1a+cxT4K347nu3cWus6i2lGTf4hRso+t4RS0vqi2GYXjd1l/atWvn8YtBUffNaj0FiruPl5uialPwHsFT165d/fY+ch3Hm5tuuqlQDyjDMNxf78Wdu127dqVuCwrr1KmT17pa7XOttCrC+6NTp05ee0C53vMdO3Z0z8MEoPIo6nO3IiiTHlD79u1TixYtfDmE34SGhsputxfqmZSenl6oV5RLeHi4MjIyPJZlZGS4t3f9PyMjQzVr1vTYJv+QvIICAwMVGBjodV1F/Ebtmu/B6nNAWVn+OaCWLl2qX375xbJzQIWEhGjYsGGSKt4cUPPnz5ck9zwhcXFxheaAcjqdatOmjXbt2uWuQ8E5oBwOh2rUqOF1DqjyvBeur8WSzAGV/0k2rjZ7e6Rx+/btNX/+fKWmpnrMsXKx63S1xdscUL7cI29tNAyjyOVF3RdJXrf1F1d7Cr7nijqPL/M++FNx9/FyVbA2Be+RP+aA8qeSzjdS0mMVNweU0+nUhQsXlJqaqipVqmjYsGHurzd/vI/y3+vVq1fr4MGD7vO45oDy9vlU1GdcweMyB9QfvM0j5o23OaCKu3dW+VwrraLeH/6cA8o1n1nBPz6Hhoaqdu3aXueAys3N1enTp3X33Xe754ByfY9p3bq1x6TThmHopptuKrMAqri5l7wJCgrShQsXilxfms+x/OcuTTsuZW7YS1HSazF73qWCc0S5REVFacKECfrpp5/07rvvFlsXlB+Hw6Fbb731op+7lYHPc0BFRkbqxhtv1I033qh69er5s22lNnbsWDVv3lxDhw6V9Mc3j5EjR+rWW28t8STk48aNU6NGjTwmIb/zzjt15513Srp8JyE3m68TWiYmJhZ6dOyl7pP/Gz5Psin7yUa5/6VTGSaDrcyoj3X56/tOcHCw+xdDSV4fY57/6UajR492hzglUXCCfW+fiQW/n13K90QrKe+vG2/3r+CyqVOnatWqVbr55pvdgVj+94JV77s/3hvlXZ+Kxoyvx4KfK5LnxN2uuriCkbi4OH377bfuHodRUVG6++67vX52SX/8QS8xMdG9f6NGjXT06FH3uerWrau0tDT3+Zs0aaKwsDBFRESodevWxc5XGRAQoKFDh2rChAmXdL/Gjx+vhIQE9xP9GjZsqMOHD7vb6ro2V4hnhc9C14MTQkJCCs1hJ6nIOclctcz/dLyC9c7/NMH4+HglJiZ6HKPg95z8TyZ0zSlm1c+rsnSxzzVv34tdf+S22+0KDw93v+8uV2UyCfmGDRu0fv16bd++XU6nUy1bttSNN96omJiYMnvyXX7Jycl6++23NXz4cDVv3lzLly/Xxo0b9eabbyo8PFzTp09XrVq1NHjwYEnS3r17NWHCBA0ePFgdOnRQUlKSFi1apKlTp6pRo0aS/viL+uLFizVq1ChFRETo448/1uHDh/XGG28oKCioVO0jgCoaP8xYF7WxNupjbdTHusqyNlb5Jaii4OvG2qhP+csfwgQEBKhNmzbKzc1V48aN1aJFC7Vt21aSZ6hU8CEk+Z+qJ3l/Sq4riCoYbrmCE1fwmj9UiYuL0zfffOMOSqKjoxUREeERaPkSerjCN2/h2sXCrfJQsL1jx47VyZMn1aVLF497X7C3W8H7Onr0aJ07d06//PJLkdfrOpe3ernOVfC9Y7X7VV74XPNdSQMon4bgde3aVV27dlVmZqaSk5O1YcMGzZo1S3PmzFG7du1000036frrr/d4xKeZYmJilJmZqQULFig9PV2NGzfW2LFj3UPpTp486TFpeqtWrTR69Gh9/PHHmj9/vurXr69nn33WHT5J0t13363z589rxowZOnv2rFq3bq2xY8eWOnwCAACXJ9eQYADwh9jYWM2cOdMdTmzdulUBAQHauXOnFi9erI4dO7qHr7u4hrvmDzZmzpzp0Qsn/7K4uDglJSV59LoxDEOjR492HzcuLk7jx4/3eDBAamqqx1Cwm266qVBvJOmPICR/AOZNwVDMdc78Q4Bd27naEBwcXKJjl5WkpCSP+3Pu3DlNmDCh0NBvb20tONxY+uNa81+v6x64jpOQkKDXX39du3fvdk9cn5yc7N6/4Hsn//5AWfCpB5Q3KSkp2rBhgzZs2KDjx48rJCREN9xwg7p166bWrVv781QVDj2gikbqbF3Uxtqoj7VRH+uiNtZFbayN+liDK9Ap2CNm9OjRevbZZ4usjbceMK5eMgV7xbh61LjY7XY98sgjHj1mvPVIcvWAKsn2RfWGKul2+e9FwV5DVhheVvA68geEvhyzuF61F7t39MotjM8135VJDyhvgoKCVKVKFfck3DabTZs2bdKqVavUtGlTjRo1Sg0bNvT3aQEAAADgsuDqNVOwR0z37t2L3a+oHjDelsXFxWn06NEecwYV7DFzsR5JBbcv2CMof++cS9ku/70o2BuruH38xVsvrYJty39/7rrrLp+fcnaxXrXeHjhSmv0BM/mlB9S5c+f03XffacOGDdq9e7dsNpuio6PVrVs3XXfddbLb7frhhx80d+5chYeHa8qUKf5oe4VDD6iikTpbF7WxNupjbdTHuqiNdVEba6M+1pO/R8uQIUMuWpuSTLR/se1L2h5vx/J3Dyhf9vFFac/H1451URvflckk5D/++KPWr1+vLVu2KCcnR82aNdNNN92k2NhY1ahRo9D233zzjWbNmuWeZO1yQwBVNL7orYvaWBv1sTbqY13UxrqojbVRH+uqKLUpaaDlz6dcm6G0E3r7Up+L9bSCbyrK146VlckQvNdee021a9fWHXfcoW7duqlBgwbFbt+4cWPdeOONvpwSAAAAAOAHZgYbRR27pEPALmWoWFkOLyurCb3z97TKP0k8UBH5FED9/e9/1zXXXFPi7Zs3b67mzZv7ckoAAAAAgI/MDDYuh9DkYnMt+Utp5sMCrM7uy86lCZ8AAAAAANbgLdjw57Htdrvy8vJkt9v9emwriYuL04QJE0wNhGJjY901MrOnFVAW/PIUvMOHD+unn35SWlqaJKlu3bpq3769GjVq5I/DAwAAAAD8yMwhZCEhIXI6nZIkp9Op4OBgvx3bm8o8R1JZ9bQCyoJPAVROTo7ee+89rVu3TtIfk3dJkmEY+uijj3TjjTdqxIgRcjj8knMBAAAAAPzAzGDj7Nmzstvt7hBqz549fjt2QZfLcL/Kdk24PPmUDM2bN0/r1q1TXFycbrvtNtWrV082m00pKSlavny5vv76a1WvXl1DhgzxU3MBAAAAAP7g72DD1RMpfw8o1/LExERTQhTmSAIqDp/mgFq/fr1uvPFGPfLII2rQoIECAgJkt9vVoEEDDRs2TF27dtX69ev91VYAAAAAgAW5eiIlJCRo2rRpio6Odo+Q8fccU/kxRxJQcfjUAyo3N1ctW7Yscn2rVq20efNmX04BAAAAALC4gj2RIiIiZBiG6cEQcyQBFYdPAVS7du20devWIr/It27dqrZt2/pyCgAAAACABeWf/LvgpOaDBg3SoEGDyiQYYo4koGLwKYAaOHCg3nzzTb322mvq3bu3IiMjJUnHjx/XypUrlZaWpqeeekpZWVke+1WvXt2X0wIAAAAAypG3yb+99UQiGALg4lMA9dRTT0mSDh8+rB9//LHYbfL75JNPfDktAAAAAKAceZv8e8KECQROAIrkUwDVr18/98RyAAAAAIDLQ8Ehd0z+DeBifAqgBgwY4K92AAAAAAAqCCb/BlBapQqgTp48KUmqU6eOx+uLcW0PAAAAAKgcmPzbuvJPEE+NYBWlCqBGjRolSZo3b54cDof79cUw5xMAAAAAXH4IQnxzKffP2wTx3HtYQakCqMcee0ySFBAQ4PEaAAAAAID8CEJ8c6n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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.848355Z", - "iopub.status.busy": "2024-04-19T05:08:20.847987Z", - "iopub.status.idle": "2024-04-19T05:08:20.854724Z", - "shell.execute_reply": "2024-04-19T05:08:20.854219Z" + "iopub.execute_input": "2024-04-20T05:08:36.953913Z", + "iopub.status.busy": "2024-04-20T05:08:36.953538Z", + "iopub.status.idle": "2024-04-20T05:08:36.960718Z", + "shell.execute_reply": "2024-04-20T05:08:36.960170Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3392\n", + "False 3393\n", "True 91\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.857088Z", - "iopub.status.busy": "2024-04-19T05:08:20.856729Z", - "iopub.status.idle": "2024-04-19T05:08:20.860554Z", - "shell.execute_reply": "2024-04-19T05:08:20.860001Z" + "iopub.execute_input": "2024-04-20T05:08:36.963060Z", + "iopub.status.busy": "2024-04-20T05:08:36.962679Z", + "iopub.status.idle": "2024-04-20T05:08:36.966464Z", + "shell.execute_reply": "2024-04-20T05:08:36.965932Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-04-19T05:08:20.863021Z", - "iopub.status.busy": "2024-04-19T05:08:20.862586Z", - "iopub.status.idle": "2024-04-19T05:08:21.083585Z", - "shell.execute_reply": "2024-04-19T05:08:21.082960Z" + "iopub.execute_input": "2024-04-20T05:08:36.968762Z", + "iopub.status.busy": "2024-04-20T05:08:36.968383Z", + "iopub.status.idle": "2024-04-20T05:08:37.219366Z", + "shell.execute_reply": "2024-04-20T05:08:37.218699Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 9456d29..910ef4d 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2237,3 +2237,4 @@ date,hits 2024-04-17,920 2024-04-18,888 2024-04-19,956 +2024-04-20,960