From 98948a9556fe927603b3637be7c7ab378b204ca2 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 22 Apr 2024 05:08:10 +0000 Subject: [PATCH] Update for 2024-04-22 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index d929af4..7b06153 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:03.662149Z", - "iopub.status.busy": "2024-04-21T05:08:03.661960Z", - "iopub.status.idle": "2024-04-21T05:08:03.671342Z", - "shell.execute_reply": "2024-04-21T05:08:03.670728Z" + "iopub.execute_input": "2024-04-22T05:08:08.118974Z", + "iopub.status.busy": "2024-04-22T05:08:08.118786Z", + "iopub.status.idle": "2024-04-22T05:08:08.127980Z", + "shell.execute_reply": "2024-04-22T05:08:08.127380Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:03.706418Z", - "iopub.status.busy": "2024-04-21T05:08:03.706044Z", - "iopub.status.idle": "2024-04-21T05:08:04.339404Z", - "shell.execute_reply": "2024-04-21T05:08:04.338787Z" + "iopub.execute_input": "2024-04-22T05:08:08.164105Z", + "iopub.status.busy": "2024-04-22T05:08:08.163706Z", + "iopub.status.idle": "2024-04-22T05:08:08.758273Z", + "shell.execute_reply": "2024-04-22T05:08:08.757652Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.342330Z", - "iopub.status.busy": "2024-04-21T05:08:04.341902Z", - "iopub.status.idle": "2024-04-21T05:08:04.612660Z", - "shell.execute_reply": "2024-04-21T05:08:04.612032Z" + "iopub.execute_input": "2024-04-22T05:08:08.761240Z", + "iopub.status.busy": "2024-04-22T05:08:08.760795Z", + "iopub.status.idle": "2024-04-22T05:08:08.976826Z", + "shell.execute_reply": "2024-04-22T05:08:08.976127Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.615522Z", - "iopub.status.busy": "2024-04-21T05:08:04.615010Z", - "iopub.status.idle": "2024-04-21T05:08:04.618297Z", - "shell.execute_reply": "2024-04-21T05:08:04.617752Z" + "iopub.execute_input": "2024-04-22T05:08:08.979975Z", + "iopub.status.busy": "2024-04-22T05:08:08.979500Z", + "iopub.status.idle": "2024-04-22T05:08:08.982739Z", + "shell.execute_reply": "2024-04-22T05:08:08.982185Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.620695Z", - "iopub.status.busy": "2024-04-21T05:08:04.620326Z", - "iopub.status.idle": "2024-04-21T05:08:04.623690Z", - "shell.execute_reply": "2024-04-21T05:08:04.623048Z" + "iopub.execute_input": "2024-04-22T05:08:08.985073Z", + "iopub.status.busy": "2024-04-22T05:08:08.984706Z", + "iopub.status.idle": "2024-04-22T05:08:08.988112Z", + "shell.execute_reply": "2024-04-22T05:08:08.987485Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-04-21 05:08:04.621330 UTC\n" + "This notebook was last rendered at 2024-04-22 05:08:08.985723 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.625868Z", - "iopub.status.busy": "2024-04-21T05:08:04.625677Z", - "iopub.status.idle": "2024-04-21T05:08:04.635734Z", - "shell.execute_reply": "2024-04-21T05:08:04.635205Z" + "iopub.execute_input": "2024-04-22T05:08:08.990449Z", + "iopub.status.busy": "2024-04-22T05:08:08.990072Z", + "iopub.status.idle": "2024-04-22T05:08:09.000006Z", + "shell.execute_reply": "2024-04-22T05:08:08.999503Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.637926Z", - "iopub.status.busy": "2024-04-21T05:08:04.637730Z", - "iopub.status.idle": "2024-04-21T05:08:04.644155Z", - "shell.execute_reply": "2024-04-21T05:08:04.643596Z" + "iopub.execute_input": "2024-04-22T05:08:09.002445Z", + "iopub.status.busy": "2024-04-22T05:08:09.002073Z", + "iopub.status.idle": "2024-04-22T05:08:09.008154Z", + "shell.execute_reply": "2024-04-22T05:08:09.007640Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-04-19\n", - " 956\n", - " \n", - " \n", " 2024-04-20\n", " 960\n", " \n", @@ -250,6 +246,10 @@ " 2024-04-21\n", " 1020\n", " \n", + " \n", + " 2024-04-22\n", + " 936\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-04-19 956\n", "2024-04-20 960\n", - "2024-04-21 1020" + "2024-04-21 1020\n", + "2024-04-22 936" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.646265Z", - "iopub.status.busy": "2024-04-21T05:08:04.646074Z", - "iopub.status.idle": "2024-04-21T05:08:04.649451Z", - "shell.execute_reply": "2024-04-21T05:08:04.648836Z" + "iopub.execute_input": "2024-04-22T05:08:09.010447Z", + "iopub.status.busy": "2024-04-22T05:08:09.010087Z", + "iopub.status.idle": "2024-04-22T05:08:09.013311Z", + "shell.execute_reply": "2024-04-22T05:08:09.012741Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.651776Z", - "iopub.status.busy": "2024-04-21T05:08:04.651400Z", - "iopub.status.idle": "2024-04-21T05:08:04.654776Z", - "shell.execute_reply": "2024-04-21T05:08:04.654172Z" + "iopub.execute_input": "2024-04-22T05:08:09.015641Z", + "iopub.status.busy": "2024-04-22T05:08:09.015281Z", + "iopub.status.idle": "2024-04-22T05:08:09.018474Z", + "shell.execute_reply": "2024-04-22T05:08:09.017972Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.657093Z", - "iopub.status.busy": "2024-04-21T05:08:04.656723Z", - "iopub.status.idle": "2024-04-21T05:08:04.936703Z", - "shell.execute_reply": "2024-04-21T05:08:04.936014Z" + "iopub.execute_input": "2024-04-22T05:08:09.020596Z", + "iopub.status.busy": "2024-04-22T05:08:09.020404Z", + "iopub.status.idle": "2024-04-22T05:08:09.272783Z", + "shell.execute_reply": "2024-04-22T05:08:09.272071Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.939361Z", - "iopub.status.busy": "2024-04-21T05:08:04.938965Z", - "iopub.status.idle": "2024-04-21T05:08:04.944770Z", - "shell.execute_reply": "2024-04-21T05:08:04.944240Z" + "iopub.execute_input": "2024-04-22T05:08:09.275564Z", + "iopub.status.busy": "2024-04-22T05:08:09.275090Z", + "iopub.status.idle": "2024-04-22T05:08:09.280746Z", + "shell.execute_reply": "2024-04-22T05:08:09.280127Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64828.0\n", + "hits -64912.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.947108Z", - "iopub.status.busy": "2024-04-21T05:08:04.946733Z", - "iopub.status.idle": "2024-04-21T05:08:04.951435Z", - "shell.execute_reply": "2024-04-21T05:08:04.950807Z" + "iopub.execute_input": "2024-04-22T05:08:09.283130Z", + "iopub.status.busy": "2024-04-22T05:08:09.282769Z", + "iopub.status.idle": "2024-04-22T05:08:09.287431Z", + "shell.execute_reply": "2024-04-22T05:08:09.286803Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.602009\n", + "hits -18.620769\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.953620Z", - "iopub.status.busy": "2024-04-21T05:08:04.953430Z", - "iopub.status.idle": "2024-04-21T05:08:04.956676Z", - "shell.execute_reply": "2024-04-21T05:08:04.956107Z" + "iopub.execute_input": "2024-04-22T05:08:09.289854Z", + "iopub.status.busy": "2024-04-22T05:08:09.289482Z", + "iopub.status.idle": "2024-04-22T05:08:09.292763Z", + "shell.execute_reply": "2024-04-22T05:08:09.292189Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:04.958893Z", - "iopub.status.busy": "2024-04-21T05:08:04.958699Z", - "iopub.status.idle": "2024-04-21T05:08:05.292411Z", - "shell.execute_reply": "2024-04-21T05:08:05.291706Z" + "iopub.execute_input": "2024-04-22T05:08:09.294990Z", + "iopub.status.busy": "2024-04-22T05:08:09.294618Z", + "iopub.status.idle": "2024-04-22T05:08:09.618454Z", + "shell.execute_reply": "2024-04-22T05:08:09.617810Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:05.295076Z", - "iopub.status.busy": "2024-04-21T05:08:05.294674Z", - "iopub.status.idle": "2024-04-21T05:08:05.301664Z", - "shell.execute_reply": "2024-04-21T05:08:05.301135Z" + "iopub.execute_input": "2024-04-22T05:08:09.621084Z", + "iopub.status.busy": "2024-04-22T05:08:09.620700Z", + "iopub.status.idle": "2024-04-22T05:08:09.627162Z", + "shell.execute_reply": "2024-04-22T05:08:09.626527Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3394\n", + "False 3395\n", "True 91\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:05.304161Z", - "iopub.status.busy": "2024-04-21T05:08:05.303787Z", - "iopub.status.idle": "2024-04-21T05:08:05.307479Z", - "shell.execute_reply": "2024-04-21T05:08:05.306939Z" + "iopub.execute_input": "2024-04-22T05:08:09.629554Z", + "iopub.status.busy": "2024-04-22T05:08:09.629186Z", + "iopub.status.idle": "2024-04-22T05:08:09.632834Z", + "shell.execute_reply": "2024-04-22T05:08:09.632267Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-04-21T05:08:05.309936Z", - "iopub.status.busy": "2024-04-21T05:08:05.309568Z", - "iopub.status.idle": "2024-04-21T05:08:05.563868Z", - "shell.execute_reply": "2024-04-21T05:08:05.563152Z" + "iopub.execute_input": "2024-04-22T05:08:09.635158Z", + "iopub.status.busy": "2024-04-22T05:08:09.634802Z", + "iopub.status.idle": "2024-04-22T05:08:09.883922Z", + "shell.execute_reply": "2024-04-22T05:08:09.883276Z" } }, "outputs": [ { "data": { - "image/png": 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vodTUVE2dOrXA69+kSRNdc801uXr9xMXFadKkScU+RqdOnbRq1apCt/H1YLFYLLr22mv9IaqUv2dMcT7XXnnlFf3444/+/bZv316jR4/O1SMqb3jrkzPAPXDggNatW6ddu3bl+yyeMGGCFi9erKpVqyojI8P//z179tRjjz0ml8ul1NRU7dq1K9f1PHXqlH777Td5PJ5c78G4uDhdffXV+v3335Wenu5fnvd9lPN9s3DhQv/1iImJ8be1IE2aNFGLFi305Zdf+o9dt25d1ahRQ6dOndK5c+d08uTJAp+f89qY5TVsNhXlcy2SitujKKig6Pvvv9eyZcu0Zs0aZWZmqlmzZrr66qtlt9tVo0aNfNt/+eWXmjp1qmbOnFnaQxbK7Xbrtdde0z333KMWLVros88+07fffqtXXnlFNWvWLPZ+ynNQNGHCBDmdTp0+fTrflx7fB7Bved5lVqtVNWrU0NmzZ3Xu3Lkya2NMTIxiY2P9f10ojqioKFmtVmVmZuZqf7169dSoUSOtXbtWWVlZxdpXzvOWlOsa+PY5aNAgzZs3T7t27QrYRt8XPt9/57yuRQn2Ovu+LFepUkXdunVT//799dhjj+nQoUMl3lcwrFarmjZtqmrVqmn79u06e/asDMNQhw4dlJycrLffflsZGRmy2WyKi4tT06ZNNXr0aEmBv4T87W9/09dff63Y2FhVq1ZNHo9Hbdu21YYNG/x1sFqt/i8KhmGoXr16io+P16+//uqvX7t27fTJJ5+E9VoEMmHCBH388ceqXbu2Ro8erR9++EHTp0/Xb7/9pri4OA0ZMkQdOnQo0fwDH3zwgdLT04v8cRCoLR988IHOnTvnr0MovnwU1rW6oPPKe12ksv9CVNQPejN+6SjLeSPKm8LqkzOIKewzu6D95t1fTEyMHA6HmjZtqsmTJ5foM9pms6lDhw7KzMzUTz/9lOvfq2BZLBZVrVrVH6L4frDYbDZJf8xxkZiYqJ07d/pf574fUsG+v/K+FhMTE3X8+HFVrVpVQ4YM0auvvqrRo0dr8eLFuvDCC5WUlFToUJdA+0ZwCvp8MONnW0n97W9/8/egySnn9zBJqlGjhqpUqZLru1BsbKwSEhJ06NAhWSwWf89CX2Cwe/duHTt2TDExMdq7d688Hk+uIE76I0Q4evSoNm7cKElKSkrKF9L5Ao2ePXvm+3fdrK/xPn366Pfff9e2bdt06tQpnX/++br66qvzBVQWi0UWi6XYn6vFERMTU6a/M4JhsVgUHx+vuLg4paenF/u3RSjUq1dPt9xyS64aREVFKSYmxh+Q5/29kTeALo5AvwlzKs0+8/L9bvNdv5L+Vioti8WiGjVqqGXLltqyZYtOnz4tSf7fdj/99JNWrlypkydPlqgtOa+ZxWJRx44dTfFbo7TCEhTdfPPNqlOnjq666ip169ZNDRo0KHT7bdu2yeVyafjw4aU9ZKGeeOIJNWvWTHfddZekP17g9913n6677jr99a9/zbd9ZmZmrkDIYrEoNjY27B8MoTJ+/PgS/QUCMAOn06mPPvoo4BfB0urUqZPmzZsXsv2VVEneizmDgN69e0v647a5OX+Y+eYfyCvnc0raluI8tzB52+jbX0HLC2tLoG1DxdeenPIex2KxKCkpSQcOHDDNj6nU1FS98847/q74d911V8jmjShvCqqPr7a+H3/IzTdEJdj3V87XYiDJyclyu93+xzkDuKKOPWTIEP+tpVF6DodD06ZNy7fcjJ9tJVEevtfmHArmk/d1Xx7OA0DJRPq3RjCioqLKfo6if/3rX7rkkkuKvX3z5s1LPAysuLKysrR9+/ZcgZDValWbNm30888/B3zO3LlzNWfOHP/jJk2aaMKECcW6cGa0bNmySDcBKBGLxaJ169bpu+++C+l+N27cqPPOOy+k+yyJkrwXfUHAunXrNGTIEEnSjz/+mGu8/rJly/L1fvBdO99zStqW4jy3MHnb6NtfQcsLaotvDoa824ZKzq7xvuMVdJykpKSQHjsYffr00dtvv+2/ljfccENEX9NmkLc+OV9ryG/lypUFvhdLwvdaLGjy1R9++CHX40C3iy7o2FWqVClxe5Bf1apVC/18MNNnW0mY/XutxWIJ+P0l7+s+b+8nAOVfpH9rhENQQVFJQqKydvLkSWVnZyshISHX8oSEBO3bty/gc/r166c+ffr4H/u+2JTXHkVXXXVVvi9sgJkZhqG2bdvqiiuuCGmPoksuuUT79+8P2f5KqiTvRd8PubZt2/rb3K5dO/8XTY/HE3B/vmtX1HkW1JbiPLcwedvo219Bywtqi2EYAbcNlXbt2uX6cRvoupnxr+6dO3eW0+nUihUr1KVLF3Xu3Dmir+lIKqg+vtcaPYoCu/zyy3P1KCrt+8v3WvTdDjqvDh06FNmjqKBj33jjjZo/f36J2xQsMw99KY1+/foFvL5m/GwrCbN/rzUMI+D3l0D/LpYXgXpIAcgv0r81glHcHkUhmcx6165d+uGHH/wTg9WrV08dOnRQo0aNgt11sR09elTDhg3TM888o5YtW/qXv//++9q0aVOJJtBmjqLyM0dRYmKiLrjggpDOUZSYmKibb75Z8+fP16+//socRQXwzVFUvXp1bd++XWfOnCn2HEW+ecoKm6MoOztbbdq00caNG/11yDtHUWJiomrUqFGu5yjKeTvVnHJOLumb52DmzJk6dOiQqeYoCtT+gpYHui6SCtw2VHzXTlK5maMI/1PUHEVut1uxsbGFfmYH4ptMODMz0//vR845it5++23/BMIFKWguh6ioKP8kx765JaKiolSrVi1dccUVWrlyZYGf2YF67hQ1R1F2drbq1asXcI6iUL6/XC6Xxo0bp7179xY4R9F5550X8HbRhe3T7XZr//79+vbbb/0TvUZFRclms6lbt256880380246wuufNcr592Dcl5Hp9OZ6w5Qvttz++5UlLPNvs9a32vq7Nmzio2N1ebNm7V161b/v0vnnXeef/3+/ftz1eL06dOqXr26f0LunJ/f0h+fQZL06quvau/evf52Vq9ePdd8momJiYqJidG3336rc+fOqU6dOrlqfejQIf/naEWezNr3vfb333+XpAK/69WoUUO1a9fWkSNHlJGR4Z+LqFq1agXOUbRnzx4dO3ZM586dy/WDLzEx0T+dRmnmKMr7ui9qniKr1ZrrsyKnqKgo1a5dW5J06tSpAj+T6tevr/Hjx+v111/PN7F1oGDU97pLTEyUYRhq2LCh/7Xke5/v3r3b356iPld95+D7/eSbqN1ms/kncv7999/zTRxfGN/39bzy/pbx1db3vb5q1aqqUaOGYmNjVa9ePf9E2IcOHdKJEyf022+/+b9T+s7Nd3455yg6cuSI/5g559oJ9Brs1KmTsrKytHfvXknKNVm29L/fMb4Jtn2/uy6++GL17NlTmzdvlvTH50Oop2PIqyLPUVSQmjVr6sSJE6V+PnMUlUJmZqbeeustffPNN3/szNsjx7fLq666SsOGDct3N4iykJWVpcGDB+uhhx7S5Zdf7l/+2muv6cyZM3r00UeLva/yHBSVtYrwpaOiojbmRn3Mi9qYWyjvepYzPAh1MFnSUKaoALM8iPR7J1CgnjPkyftjvaxDabOJdH3Kk7J8feT8HMr5WynQHcikP8KxnMGm9L8/ao4aNUqLFy/Wpk2b/LebHzp0aK457FJSUrRo0SJ/j902bdpo7dq1/vV9+vTJFY6WRkluuJB3W1+vJd/5NWrUSHv27CnwfMKtsPeNb862nCHKqFGjct2JL1Aw6Ls+xbluOV8vVqtV559/vj8szBlQVoR/Q0qjqM813x9Hc/7RRKqc/wYUJCxB0bRp07RgwQI5HA5dd911ql+/viwWiw4cOKDPP/9cixYt0nXXXRfyOScK8sQTT6h58+YaOnSopD+S0OHDh+tPf/pTwMmsC0JQVDC+dJgXtTE36mNe1MbcgqlP3i/lDoejUn2hLmu8d8yN+phD3s8hKfeE11LuOwQWFCz5QpTk5OR8N7w4c+ZMvjut5TyGrwed79byBbWzJHdJLO4P75znk/MccvYQNNNdPovqxZrzJgrt27cP2KuvsBCnqOvGXU8Lx+da8MISFN11113q0KGD7r///oDr//3vf2vt2rWaOnVqaQ9RIm63W6+//rruueceNW/eXJ9//rlWrFihl19+Od/cRYUhKCoYb07zojbmRn3Mi9qYW7D14a+IZYf3jrlRH/PI+TnkC2369u2rFi1a5AsFJBUaLOXtPTdp0qQC1/uCmKICoLIMJ4qzbzN9Thf2vvENn7fZbNqxY0fQ16ugcM5M18Ns+FwLXnGDoqDGhGVlZeWaDyivVq1aafXq1cEcokSSk5N18uRJzZo1S8ePH9eFF16oJ554okQhEQAAqDgcDgdftAFElO9zyOVy+YOdDRs2yOFw5Lo7odvt1pgxY+R0OnMFPXlDA9/+UlNT8z3fty5v76IpU6YUGNJMnDjRP4+M1WrVxIkT/ccJxbnnPJ9A+zTj5/TChQtzhTi+IYE+Oe/aOnPmTKWlpSkuLi5X767CFFYbM14PVD5BBUXt2rXT2rVrC3whr127Vm3btg3mECX2pz/9SX/605/CekwAAAAAKExaWlquYEdSrjuFJicnB+xlUtBvLbvdrilTphT4/LzH8wVJPnmHUlksFmVnZ2vTpk1KSUkJWc+i8hZ8zJs3L1+Is3jx4lzb5Lxrq8vl8l9Dq9VaYCiXU1G1ASLNWvQmBRs0aJDS09P14osvav369UpPT1d6errWrVunF154Qenp6Ro0aJBOnz6d638AAAAAUJnY7fZcwdAtt9wip9OpoUOH5hp25nQ6lZKSIpfLVej+fL11Cnp+XFxcviAqJ19Y4Qs4ateu7Q88fOFFZbRkyZJ8IU7Pnj1zbdOnTx8NHTrU3yss5x3iinPt8r4W8tYGiLSgehQ9+OCDkqRdu3bp+++/L3SbnD788MNgDgsAAAAA5Yov2FmxYoVuuOE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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 0f5af42..c28ca5a 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2239,3 +2239,4 @@ date,hits 2024-04-19,956 2024-04-20,960 2024-04-21,1020 +2024-04-22,936