From adc24e8f711918d091b2d749b0b9ab28f903ae41 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sat, 6 Jan 2024 05:07:53 +0000 Subject: [PATCH] Update for 2024-01-06 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 4b3edc4..aebe2ec 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:57.592915Z", - "iopub.status.busy": "2024-01-05T05:07:57.592451Z", - "iopub.status.idle": "2024-01-05T05:07:57.602281Z", - "shell.execute_reply": "2024-01-05T05:07:57.601693Z" + "iopub.execute_input": "2024-01-06T05:07:50.457410Z", + "iopub.status.busy": "2024-01-06T05:07:50.457211Z", + "iopub.status.idle": "2024-01-06T05:07:50.466531Z", + "shell.execute_reply": "2024-01-06T05:07:50.465928Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:57.636920Z", - "iopub.status.busy": "2024-01-05T05:07:57.636733Z", - "iopub.status.idle": "2024-01-05T05:07:58.201412Z", - "shell.execute_reply": "2024-01-05T05:07:58.200716Z" + "iopub.execute_input": "2024-01-06T05:07:50.502481Z", + "iopub.status.busy": "2024-01-06T05:07:50.502082Z", + "iopub.status.idle": "2024-01-06T05:07:52.378729Z", + "shell.execute_reply": "2024-01-06T05:07:52.378036Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.204326Z", - "iopub.status.busy": "2024-01-05T05:07:58.203831Z", - "iopub.status.idle": "2024-01-05T05:07:58.414890Z", - "shell.execute_reply": "2024-01-05T05:07:58.414246Z" + "iopub.execute_input": "2024-01-06T05:07:52.381766Z", + "iopub.status.busy": "2024-01-06T05:07:52.381450Z", + "iopub.status.idle": "2024-01-06T05:07:52.675420Z", + "shell.execute_reply": "2024-01-06T05:07:52.674695Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.417482Z", - "iopub.status.busy": "2024-01-05T05:07:58.417278Z", - "iopub.status.idle": "2024-01-05T05:07:58.420421Z", - "shell.execute_reply": "2024-01-05T05:07:58.419840Z" + "iopub.execute_input": "2024-01-06T05:07:52.678394Z", + "iopub.status.busy": "2024-01-06T05:07:52.678131Z", + "iopub.status.idle": "2024-01-06T05:07:52.681606Z", + "shell.execute_reply": "2024-01-06T05:07:52.681046Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.422548Z", - "iopub.status.busy": "2024-01-05T05:07:58.422349Z", - "iopub.status.idle": "2024-01-05T05:07:58.426033Z", - "shell.execute_reply": "2024-01-05T05:07:58.425456Z" + "iopub.execute_input": "2024-01-06T05:07:52.684041Z", + "iopub.status.busy": "2024-01-06T05:07:52.683579Z", + "iopub.status.idle": "2024-01-06T05:07:52.687073Z", + "shell.execute_reply": "2024-01-06T05:07:52.686411Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-01-05 05:07:58.423210 UTC\n" + "This notebook was last rendered at 2024-01-06 05:07:52.684706 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.428287Z", - "iopub.status.busy": "2024-01-05T05:07:58.427946Z", - "iopub.status.idle": "2024-01-05T05:07:58.437372Z", - "shell.execute_reply": "2024-01-05T05:07:58.436776Z" + "iopub.execute_input": "2024-01-06T05:07:52.689568Z", + "iopub.status.busy": "2024-01-06T05:07:52.689099Z", + "iopub.status.idle": "2024-01-06T05:07:52.698754Z", + "shell.execute_reply": "2024-01-06T05:07:52.698242Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.439817Z", - "iopub.status.busy": "2024-01-05T05:07:58.439452Z", - "iopub.status.idle": "2024-01-05T05:07:58.445911Z", - "shell.execute_reply": "2024-01-05T05:07:58.445382Z" + "iopub.execute_input": "2024-01-06T05:07:52.701221Z", + "iopub.status.busy": "2024-01-06T05:07:52.700839Z", + "iopub.status.idle": "2024-01-06T05:07:52.707016Z", + "shell.execute_reply": "2024-01-06T05:07:52.706434Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-01-03\n", - " 1092\n", - " \n", - " \n", " 2024-01-04\n", " 932\n", " \n", @@ -250,6 +246,10 @@ " 2024-01-05\n", " 1080\n", " \n", + " \n", + " 2024-01-06\n", + " 996\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-01-03 1092\n", "2024-01-04 932\n", - "2024-01-05 1080" + "2024-01-05 1080\n", + "2024-01-06 996" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.448247Z", - "iopub.status.busy": "2024-01-05T05:07:58.447915Z", - "iopub.status.idle": "2024-01-05T05:07:58.451275Z", - "shell.execute_reply": "2024-01-05T05:07:58.450672Z" + "iopub.execute_input": "2024-01-06T05:07:52.709569Z", + "iopub.status.busy": "2024-01-06T05:07:52.709198Z", + "iopub.status.idle": "2024-01-06T05:07:52.712585Z", + "shell.execute_reply": "2024-01-06T05:07:52.712029Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.453484Z", - "iopub.status.busy": "2024-01-05T05:07:58.453155Z", - "iopub.status.idle": "2024-01-05T05:07:58.456469Z", - "shell.execute_reply": "2024-01-05T05:07:58.455871Z" + "iopub.execute_input": "2024-01-06T05:07:52.714678Z", + "iopub.status.busy": "2024-01-06T05:07:52.714497Z", + "iopub.status.idle": "2024-01-06T05:07:52.718028Z", + "shell.execute_reply": "2024-01-06T05:07:52.717390Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.458880Z", - "iopub.status.busy": "2024-01-05T05:07:58.458445Z", - "iopub.status.idle": "2024-01-05T05:07:58.738799Z", - "shell.execute_reply": "2024-01-05T05:07:58.738158Z" + "iopub.execute_input": "2024-01-06T05:07:52.720500Z", + "iopub.status.busy": "2024-01-06T05:07:52.720072Z", + "iopub.status.idle": "2024-01-06T05:07:53.003097Z", + "shell.execute_reply": "2024-01-06T05:07:53.002367Z" } }, "outputs": [ { "data": { - "image/png": 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QvFTbC1Wv5s6dq3nz5lV5/saNG+uVV15psNcXLUL5mVq1apVef/11bdmyRU6nU6eccoo8Ho/at28fipdqe6Hs1YoVKzR//nxt375dSUlJGj58uC6//PJQvMyoEIxebdq0SQsWLND333+vAwcOqH379rrooouUnp4e8Fz5+fkyTVNbtmxRmzZtdOWVV2rIkCEhfLX2Fao+/fzzzzJNUxs2bNCOHTt06aWX6oYbbgjxq7W3UPUqLy9P//73v7Vp0yaVlJQoJSVFY8aM0RlnnBHiV2xfoerVf/7zH/3jH//Q1q1bdfjwYbVr104XXnihRowYEeqXbEuh/P9Uuf/85z+aOnWqOnfuXO3fPSIdAVEM+fbbb3XJJZfo5JNPVmlpqV577TVNmzZNTzzxhJo0aSJJevnll/XVV1/p7rvvVtOmTfXCCy/o8ccf10MPPRTwWEOHDtX69ev1008/1fh8f/zjH9W5c2f/cfPmzRvmhUWhUPbqxRdf1Jo1a3T99derS5cuOnjwoA4ePNjgrzFahKpXl19+uS6++OKAc9nZ2Tr55JMb7sVFkVD1adeuXXr00Ud12WWX6fbbb9ehQ4f08ssv6/HHH1dOTk5IXqvdhapXX3/9tf7yl7/o//2//6fU1FRt3bpVzzzzjBo1aqThw4eH5LXaXTB6tWHDBrVs2VK333672rRpo++//17PPvus4uLi/H3YtWuXZs6cqYsuuki333671q5dq9mzZ8vlcvGFthZC1afi4mIlJSVp1KhReuutt8L2eu0sVL367rvvdPrpp+vqq69Ws2bNtGzZMuXk5Ojhhx9W9+7dw/b67SRUvWrcuLEuueQSde3aVY0bN9Z//vMfPffcc2rSpIkuvPDCsL1+uwhVn8r98ssv8nq96tevn3w+X6hfbnBYiFn79++3xowZY+Xn51uWZVm//PKLNW7cOOvTTz/1X1NQUGCNGTPG+v7776vcf86cOdY999xT5fzOnTutMWPGWBs3bmyw2mNNQ/Vqy5Yt1rhx46ytW7c2XPExpqF6VdnGjRutMWPGWN9++23wio8hDdWnTz/91Bo3bpxVWlrqP/f5559bY8eOtYqLixvglUS/hurVU089ZT3++OMB5xYvXmxNmDDBKisrC/KriA317VW55557zpo6dar/+JVXXrHuvvvugGuefPJJa9q0aUF+BbGhofpU0ZQpU6wXX3wxqHXHolD0qtwf/vAH6/XXXw9O4TEolL169NFHrT//+c/BKTzGNHSfnnzySeu1116r9d/nIxFrEMWwQ4cOSfrfyJ4NGzaotLRU/fr181+TnJystm3b6ocffjjhx8/JydFNN92kP/7xj/riiy+CU3SMaqheffnll2rfvr2+/PJLGYYhwzA0e/ZsRhDVQ0N/rsq9//776tixo0455ZT6FRyjGqpPPXr0kMPh0AcffKCysjIdOnRIH330kfr166eEBAbt1kVD9aq4uFhOpzPgXKNGjbR3717t3r07CJXHnmD16tChQwGjjtetWxfwGJKUmppar/+GxrKG6hOCL1S9KisrU2FhIf2sh1D1auPGjfr+++916qmnBqny2NKQfVq2bJl27typMWPGNEDloUNAFKPKysr00ksvqU+fPurSpYskyefzKSEhQc2aNQu4tmXLlic0RK5JkybyeDy6++67NXHiRP3qV7/So48+SkhURw3Zq507d2rPnj367LPPdNttt+nWW2/Vhg0b9PjjjwfzJcSMhuxVRUeOHNHHH3+sCy64oL4lx6SG7FP79u31wAMP6LXXXtM111yjG264Qfv27dMf/vCHYL6EmNGQvTrjjDO0cuVKffPNNyorK9O2bdu0aNEi/3PgxASrV99//70+/fTTgKkTPp9PLVu2rPIYhYWFOnLkSHBfSJRryD4huELZq9zcXBUVFek3v/lN0OqPJaHo1YQJE3TNNddo4sSJuuSSSzRs2LCgv45o15B92r59u1599VXdfvvtio+Pb7DXEAr8c2aMeuGFF7RlyxZlZ2cH/bGTkpICFk7r2bOnfv75Z7355psaMGBA0J8v2jVkryzLUnFxsQzD8C/WNmHCBE2cOFHbtm0LWMANx9eQvapo5cqVKioq0vnnn9+gzxOtGrJPPp9PzzzzjM4//3ydc845Kiws1Ny5c/XEE0/ogQcekMPhCPpzRrOG7NWwYcO0Y8cOzZw5U6WlpUpMTFR6erpef/11+lQHwejV5s2b9cgjj2j06NFKTU0NYnUoR5/sI1S9Wr58uebNm6d77723ShCL2glFr7Kzs1VUVKQffvhBr776qjp06KDBgwfXp+yY01B9Kisr05///GeNGTMmKr47ERDFoBdeeEFfffWVHnzwQbVp08Z/3uVyqaSkRL/88ktAirp///6AnWHqomfPnlqzZk29HiMWNXSvWrVqpfj4+ID/mKWkpEiS9uzZExX/kQuVUH6u3n//ffXv37/en8tY1NB9Wrp0qZo2barrrrvOf+7222/XLbfconXr1rGT4wlo6F45HA5dd911uuaaa+Tz+ZSUlKRvvvlGknTSSScF7XXEgmD0qqCgQA899JAuvPBCXXnllQG3uVwu7d+/P+Dc/v37lZiYqEaNGgX/BUWphu4TgidUvfrkk080e/Zs3X333Tr99NMb5LVEu1D1qnwn1C5dumj//v16/fXXCYhOQEP2qbCwUD/++KM2btyov/3tb5KO/iO8ZVkaN26cHnjgAZ122mkN+wKDiClmMcSyLL3wwgtauXKlsrKyqmy53KNHD8XHx/v/gixJ27Zt0549e+r9pWbTpk1q1apVvR4jloSqV3369FFpaal27NgR8DiS1LZt23q+itgQ6s/Vrl27lJ+fz/SyExSqPh05cqTK6JO4uDh/DTi+UH+m4uLi1Lp1ayUkJOiTTz5R7969lZSUVO/XEQuC1astW7bowQcf1Pnnn6+rr766yvP06tUr4DEkac2aNQSutRSqPqH+Qtmr5cuX6+mnn9add96p/v37N8wLimLh/FxZlqWSkpLgvJAoF4o+JSYm6rHHHtMjjzzi/3PRRRepU6dOeuSRR9SzZ8+GfZFBxgiiGPLCCy9o+fLluu+++5SYmOifV9m0aVM1atRITZs21QUXXCDTNNW8eXM1bdpUf/vb39S7d++AD8iOHTtUVFQkn8+nI0eOaNOmTZKOjjxJSEjQBx98oISEBP82mXl5eVq2bJkmTJgQ6pdsW6HqVb9+/dS9e3f99a9/1Q033OD/j+jpp5/O6KFaClWvyr3//vtyuVw688wzQ/kybS9Uferfv7/eeustzZs3zz/F7LXXXlO7du3YOriWQtWrAwcO6LPPPlPfvn1VXFysZcuW6dNPP9WDDz4YhldtT8Ho1ebNm5Wdna3U1FSNGDHC/xhxcXH+oO7iiy/W22+/rb///e8aOnSo1q5dq08//VQTJ04Mx8u2nVD1SZL/c1ZUVKQDBw5o06ZNSkhI8I9OxrGFqlfLly+X1+vVDTfcoF69evmvKX8OHF+oerV06VK1bdtWycnJkqTvvvtOubm5uvTSS0P+mu0oFH2Ki4vzr2lULikpSU6ns8p5O3BY/JNmzBg7dmy152+99VYNGTJE0tF//TZNU5988olKSkqUmpqqm266KWCI3dSpU/Xtt99WeZxZs2apffv2+uCDD7Rw4ULt2bNHcXFxSk5O1uWXX66zzz67IV5WVApVryRp3759+tvf/qY1a9aocePGOvPMM+XxeNjJopZC2auysjIZhqHzzjuPf709QaHs0yeffKI333xT27ZtU+PGjdW7d29de+21/r/c4dhC1asDBw4oJydHmzdvliT17t1b48aNU69evYL+mqJVMHo1d+5czZs3r8pjtGvXTl6v13+cn5+vl19+WQUFBWrTpo2uvPJK/3Pg2ELZp+qeq/I1qFmoelXTfx/PP/98GYYRnBcT5ULVqyVLlujdd9/Vrl27FBcXpw4dOmjYsGG68MIL/SOUUbNQ/vevorlz5+rzzz/Xo48+GpTXEUoERAAAAAAAADGO2BEAAAAAACDGERABAAAAAADEOAIiAAAAAACAGEdABAAAAAAAEOMIiAAAAAAAAGIcAREAAAAAAECMIyACAAAAAACIcQREAAAAAAD8/+3dT0hU3R/H8feYTaNZSck0tND+4EKQagqN/hCKQkQkVDK1KKJVm2hptGpVhBsJxGXQJsnGFtEQUQsZMJAWoTnVrCKYsJTSJrEInPvsBvwZ9PPHPE/8nnm/YBbn3nO/nLO7fObcc6QyZ0AkSZIkSZJU5ir/9AAkSZL+X4yMjDAwMFBsr169mpqaGurr64nH47S3t1NVVbXiutlslvHxcY4dO8batWtLOWRJkqT/igGRJEnSCiUSCaLRKIuLi8zNzfH69Wvu3LlDKpWip6eHhoaGFdXLZrMkk0na2toMiCRJ0h9hQCRJkrRC8XicHTt2FNsnTpxgcnKSmzdv0tvbS19fH+Fw+A+OUJIkaWUMiCRJkkqgubmZU6dOMTg4SDqdprOzk/fv3/Po0SPevHnD7Ows1dXVxONxzp07x7p16wAYGhoimUwCcOnSpWK9/v5+otEoAOl0mlQqRS6XIxwOs2vXLs6ePUtdXd0/P1FJkvSvZEAkSZJUIocPH2ZwcJCJiQk6OzuZmJhgenqatrY2amtryeVyPHv2jFwux/Xr1wmFQuzbt4+pqSlGR0c5f/58MThav349AA8ePODevXvs37+fjo4O8vk8jx8/5tq1a/T29vpJmiRJKgkDIkmSpBLZtGkT1dXVfPr0CYAjR45w/PjxJX0aGxu5desWb9++pampiYaGBrZt28bo6CgtLS3FVUMAMzMzDA0Ncfr0aU6ePFm83traypUrV3jy5MmS65IkSf8rj7mXJEkqoUgkwvfv3wGW7EP08+dP8vk8jY2NALx79+63tcbGxgiCgAMHDpDP54u/2tpaYrEYmUzm75mEJEkqO64gkiRJKqEfP36wYcMGAObn57l//z7Pnz/n69evS/otLCz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", 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.741405Z", - "iopub.status.busy": "2024-01-05T05:07:58.741041Z", - "iopub.status.idle": "2024-01-05T05:07:58.746461Z", - "shell.execute_reply": "2024-01-05T05:07:58.745898Z" + "iopub.execute_input": "2024-01-06T05:07:53.005765Z", + "iopub.status.busy": "2024-01-06T05:07:53.005371Z", + "iopub.status.idle": "2024-01-06T05:07:53.011097Z", + "shell.execute_reply": "2024-01-06T05:07:53.010451Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64768.0\n", + "hits -64852.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.748820Z", - "iopub.status.busy": "2024-01-05T05:07:58.748493Z", - "iopub.status.idle": "2024-01-05T05:07:58.753247Z", - "shell.execute_reply": "2024-01-05T05:07:58.752702Z" + "iopub.execute_input": "2024-01-06T05:07:53.013417Z", + "iopub.status.busy": "2024-01-06T05:07:53.013219Z", + "iopub.status.idle": "2024-01-06T05:07:53.018011Z", + "shell.execute_reply": "2024-01-06T05:07:53.017467Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.173475\n", + "hits -19.192661\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.755757Z", - "iopub.status.busy": "2024-01-05T05:07:58.755316Z", - "iopub.status.idle": "2024-01-05T05:07:58.758629Z", - "shell.execute_reply": "2024-01-05T05:07:58.758087Z" + "iopub.execute_input": "2024-01-06T05:07:53.020247Z", + "iopub.status.busy": "2024-01-06T05:07:53.020058Z", + "iopub.status.idle": "2024-01-06T05:07:53.023358Z", + "shell.execute_reply": "2024-01-06T05:07:53.022793Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:58.761132Z", - "iopub.status.busy": "2024-01-05T05:07:58.760555Z", - "iopub.status.idle": "2024-01-05T05:07:59.083624Z", - "shell.execute_reply": "2024-01-05T05:07:59.083004Z" + "iopub.execute_input": "2024-01-06T05:07:53.025465Z", + "iopub.status.busy": "2024-01-06T05:07:53.025274Z", + "iopub.status.idle": "2024-01-06T05:07:53.355032Z", + "shell.execute_reply": "2024-01-06T05:07:53.354314Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:59.086072Z", - "iopub.status.busy": "2024-01-05T05:07:59.085713Z", - "iopub.status.idle": "2024-01-05T05:07:59.092215Z", - "shell.execute_reply": "2024-01-05T05:07:59.091587Z" + "iopub.execute_input": "2024-01-06T05:07:53.357725Z", + "iopub.status.busy": "2024-01-06T05:07:53.357319Z", + "iopub.status.idle": "2024-01-06T05:07:53.364428Z", + "shell.execute_reply": "2024-01-06T05:07:53.363843Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3296\n", + "False 3297\n", "True 82\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:59.094469Z", - "iopub.status.busy": "2024-01-05T05:07:59.094247Z", - "iopub.status.idle": "2024-01-05T05:07:59.098095Z", - "shell.execute_reply": "2024-01-05T05:07:59.097558Z" + "iopub.execute_input": "2024-01-06T05:07:53.366723Z", + "iopub.status.busy": "2024-01-06T05:07:53.366341Z", + "iopub.status.idle": "2024-01-06T05:07:53.370166Z", + "shell.execute_reply": "2024-01-06T05:07:53.369612Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-01-05T05:07:59.100380Z", - "iopub.status.busy": "2024-01-05T05:07:59.100001Z", - "iopub.status.idle": "2024-01-05T05:07:59.349499Z", - "shell.execute_reply": "2024-01-05T05:07:59.348879Z" + "iopub.execute_input": "2024-01-06T05:07:53.372525Z", + "iopub.status.busy": "2024-01-06T05:07:53.372148Z", + "iopub.status.idle": "2024-01-06T05:07:53.624246Z", + "shell.execute_reply": "2024-01-06T05:07:53.623579Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index a9c9394..d3d5579 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2132,3 +2132,4 @@ date,hits 2024-01-03,1092 2024-01-04,932 2024-01-05,1080 +2024-01-06,996