From f05c8c04a3774e209cd28a1c038e72ddcc07f06b Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sun, 3 Sep 2023 05:07:58 +0000 Subject: [PATCH] Update for 2023-09-03 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 99b20d3..5532a9c 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:57.561094Z", - "iopub.status.busy": "2023-09-02T05:07:57.560537Z", - "iopub.status.idle": "2023-09-02T05:07:57.574067Z", - "shell.execute_reply": "2023-09-02T05:07:57.573000Z" + "iopub.execute_input": "2023-09-03T05:07:55.748868Z", + "iopub.status.busy": "2023-09-03T05:07:55.748082Z", + "iopub.status.idle": "2023-09-03T05:07:55.761450Z", + "shell.execute_reply": "2023-09-03T05:07:55.760662Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:57.623604Z", - "iopub.status.busy": "2023-09-02T05:07:57.622687Z", - "iopub.status.idle": "2023-09-02T05:07:58.547169Z", - "shell.execute_reply": "2023-09-02T05:07:58.546008Z" + "iopub.execute_input": "2023-09-03T05:07:55.811663Z", + "iopub.status.busy": "2023-09-03T05:07:55.810486Z", + "iopub.status.idle": "2023-09-03T05:07:56.704386Z", + "shell.execute_reply": "2023-09-03T05:07:56.703571Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.551500Z", - "iopub.status.busy": "2023-09-02T05:07:58.551014Z", - "iopub.status.idle": "2023-09-02T05:07:58.882455Z", - "shell.execute_reply": "2023-09-02T05:07:58.881484Z" + "iopub.execute_input": "2023-09-03T05:07:56.708610Z", + "iopub.status.busy": "2023-09-03T05:07:56.707998Z", + "iopub.status.idle": "2023-09-03T05:07:57.032057Z", + "shell.execute_reply": "2023-09-03T05:07:57.030991Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.886577Z", - "iopub.status.busy": "2023-09-02T05:07:58.886301Z", - "iopub.status.idle": "2023-09-02T05:07:58.890899Z", - "shell.execute_reply": "2023-09-02T05:07:58.889883Z" + "iopub.execute_input": "2023-09-03T05:07:57.036516Z", + "iopub.status.busy": "2023-09-03T05:07:57.035953Z", + "iopub.status.idle": "2023-09-03T05:07:57.040283Z", + "shell.execute_reply": "2023-09-03T05:07:57.039548Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.894674Z", - "iopub.status.busy": "2023-09-02T05:07:58.894412Z", - "iopub.status.idle": "2023-09-02T05:07:58.898841Z", - "shell.execute_reply": "2023-09-02T05:07:58.897955Z" + "iopub.execute_input": "2023-09-03T05:07:57.043878Z", + "iopub.status.busy": "2023-09-03T05:07:57.043433Z", + "iopub.status.idle": "2023-09-03T05:07:57.048056Z", + "shell.execute_reply": "2023-09-03T05:07:57.047233Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2023-09-02 05:07:58.895587 UTC\n" + "This notebook was last rendered at 2023-09-03 05:07:57.044950 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.903864Z", - "iopub.status.busy": "2023-09-02T05:07:58.903604Z", - "iopub.status.idle": "2023-09-02T05:07:58.918443Z", - "shell.execute_reply": "2023-09-02T05:07:58.917362Z" + "iopub.execute_input": "2023-09-03T05:07:57.052825Z", + "iopub.status.busy": "2023-09-03T05:07:57.052401Z", + "iopub.status.idle": "2023-09-03T05:07:57.068160Z", + "shell.execute_reply": "2023-09-03T05:07:57.067380Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.921772Z", - "iopub.status.busy": "2023-09-02T05:07:58.921472Z", - "iopub.status.idle": "2023-09-02T05:07:58.930790Z", - "shell.execute_reply": "2023-09-02T05:07:58.929850Z" + "iopub.execute_input": "2023-09-03T05:07:57.072379Z", + "iopub.status.busy": "2023-09-03T05:07:57.071824Z", + "iopub.status.idle": "2023-09-03T05:07:57.084500Z", + "shell.execute_reply": "2023-09-03T05:07:57.083728Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2023-08-31\n", - " 1272\n", - " \n", - " \n", " 2023-09-01\n", " 1184\n", " \n", @@ -250,6 +246,10 @@ " 2023-09-02\n", " 1144\n", " \n", + " \n", + " 2023-09-03\n", + " 1240\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2023-08-31 1272\n", "2023-09-01 1184\n", - "2023-09-02 1144" + "2023-09-02 1144\n", + "2023-09-03 1240" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.934325Z", - "iopub.status.busy": "2023-09-02T05:07:58.934063Z", - "iopub.status.idle": "2023-09-02T05:07:58.938561Z", - "shell.execute_reply": "2023-09-02T05:07:58.937494Z" + "iopub.execute_input": "2023-09-03T05:07:57.088265Z", + "iopub.status.busy": "2023-09-03T05:07:57.087968Z", + "iopub.status.idle": "2023-09-03T05:07:57.093739Z", + "shell.execute_reply": "2023-09-03T05:07:57.092992Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.942114Z", - "iopub.status.busy": "2023-09-02T05:07:58.941685Z", - "iopub.status.idle": "2023-09-02T05:07:58.946605Z", - "shell.execute_reply": "2023-09-02T05:07:58.945622Z" + "iopub.execute_input": "2023-09-03T05:07:57.097725Z", + "iopub.status.busy": "2023-09-03T05:07:57.097205Z", + "iopub.status.idle": "2023-09-03T05:07:57.103089Z", + "shell.execute_reply": "2023-09-03T05:07:57.102358Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:58.950535Z", - "iopub.status.busy": "2023-09-02T05:07:58.950276Z", - "iopub.status.idle": "2023-09-02T05:07:59.451376Z", - "shell.execute_reply": "2023-09-02T05:07:59.450593Z" + "iopub.execute_input": "2023-09-03T05:07:57.106899Z", + "iopub.status.busy": "2023-09-03T05:07:57.106311Z", + "iopub.status.idle": "2023-09-03T05:07:57.498725Z", + "shell.execute_reply": "2023-09-03T05:07:57.497821Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:59.456101Z", - "iopub.status.busy": "2023-09-02T05:07:59.454656Z", - "iopub.status.idle": "2023-09-02T05:07:59.465887Z", - "shell.execute_reply": "2023-09-02T05:07:59.465078Z" + "iopub.execute_input": "2023-09-03T05:07:57.502693Z", + "iopub.status.busy": "2023-09-03T05:07:57.502130Z", + "iopub.status.idle": "2023-09-03T05:07:57.512013Z", + "shell.execute_reply": "2023-09-03T05:07:57.511278Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64704.0\n", + "hits -64608.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:59.469436Z", - "iopub.status.busy": "2023-09-02T05:07:59.469057Z", - "iopub.status.idle": "2023-09-02T05:07:59.477021Z", - "shell.execute_reply": "2023-09-02T05:07:59.476139Z" + "iopub.execute_input": "2023-09-03T05:07:57.515765Z", + "iopub.status.busy": "2023-09-03T05:07:57.515346Z", + "iopub.status.idle": "2023-09-03T05:07:57.523976Z", + "shell.execute_reply": "2023-09-03T05:07:57.523252Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.890563\n", + "hits -19.854948\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:59.480984Z", - "iopub.status.busy": "2023-09-02T05:07:59.480532Z", - "iopub.status.idle": "2023-09-02T05:07:59.486855Z", - "shell.execute_reply": "2023-09-02T05:07:59.486057Z" + "iopub.execute_input": "2023-09-03T05:07:57.527980Z", + "iopub.status.busy": "2023-09-03T05:07:57.527464Z", + "iopub.status.idle": "2023-09-03T05:07:57.532275Z", + "shell.execute_reply": "2023-09-03T05:07:57.531502Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:07:59.490511Z", - "iopub.status.busy": "2023-09-02T05:07:59.489889Z", - "iopub.status.idle": "2023-09-02T05:08:00.038132Z", - "shell.execute_reply": "2023-09-02T05:08:00.036872Z" + "iopub.execute_input": "2023-09-03T05:07:57.536159Z", + "iopub.status.busy": "2023-09-03T05:07:57.535728Z", + "iopub.status.idle": "2023-09-03T05:07:57.980324Z", + "shell.execute_reply": "2023-09-03T05:07:57.979333Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:08:00.042637Z", - "iopub.status.busy": "2023-09-02T05:08:00.042368Z", - "iopub.status.idle": "2023-09-02T05:08:00.054416Z", - "shell.execute_reply": "2023-09-02T05:08:00.053308Z" + "iopub.execute_input": "2023-09-03T05:07:57.984449Z", + "iopub.status.busy": "2023-09-03T05:07:57.983637Z", + "iopub.status.idle": "2023-09-03T05:07:57.995068Z", + "shell.execute_reply": "2023-09-03T05:07:57.994311Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3175\n", + "False 3176\n", "True 78\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:08:00.058568Z", - "iopub.status.busy": "2023-09-02T05:08:00.058160Z", - "iopub.status.idle": "2023-09-02T05:08:00.064648Z", - "shell.execute_reply": "2023-09-02T05:08:00.063676Z" + "iopub.execute_input": "2023-09-03T05:07:57.999481Z", + "iopub.status.busy": "2023-09-03T05:07:57.998848Z", + "iopub.status.idle": "2023-09-03T05:07:58.005306Z", + "shell.execute_reply": "2023-09-03T05:07:58.004566Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-02T05:08:00.068213Z", - "iopub.status.busy": "2023-09-02T05:08:00.067953Z", - "iopub.status.idle": "2023-09-02T05:08:00.508848Z", - "shell.execute_reply": "2023-09-02T05:08:00.506830Z" + "iopub.execute_input": "2023-09-03T05:07:58.009657Z", + "iopub.status.busy": "2023-09-03T05:07:58.009065Z", + "iopub.status.idle": "2023-09-03T05:07:58.376512Z", + "shell.execute_reply": "2023-09-03T05:07:58.375385Z" } }, "outputs": [ { "data": { - "image/png": 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v3nI4HLrgggvCdpc5AEDZRXjkx8aNGzVnzhxt27ZNhw8f1iOPPFLkMf9ehmFo7ty5+vbbb5WRkaFq1aqpd+/euuGGG0qp1QCAkjpz5owOHTokSapTp45v+U033aRZs2apadOmuv7665WQkOD7Mvbaa6/l6jXjdd9992nJkiWaOHGiRo8erfT0dM2ZM0cdOnTI9TPl/fff13fffZfv+UUJj44ePSpJpnMCeZfnnCzZ3/wtPXr0CDg88vbIyHmdXn/9dT3wwAOqUaOGevXqpYYNGyo2NlYWi8U3d1Pea3XPPffo+eef1zvvvOMLj959911FR0f7JhsujPc8zQKKwpjNP2O3//Vrksfj8S3bunWrunTposOHD+uyyy6T0+lU9erVZbPZtH37dk2ZMsXv68HsOP6O4a1rvXr1/O6nXr16+cKjgwcPKisrq9D5eU6cOFHkeWzq1aunO+64Q3fccYck6dChQ3r88cc1ceJEDR06VLt27VJ0dLSk4r1HpKJfk7i4OH3//fdKTk7WnDlzfD2Zateurfvuu09PPfWUoqKiCjyfhIQESdLOnTsLPXfvNvXr1y9021DwTl69ZcuWAmt84sSJfMu8551Xo0aNtGLFCqWkpOjrr7/Wf/7zH0l/hXePPPKIRo4cGYSWAwDKC8IjP/788081btxYV155pV5++eVi7cPlcmnt2rW67bbb1LBhQ504ccLvD3QAQNmxbNkyZWVlqV69er4wZdWqVZo1a5Z69uypefPm+b7YSn8NJXnxxRf97uuGG25QvXr1NGnSJD3zzDOmE2V773pUHN6hb+np6X7Xe4fp5BwiZ/i5e1igjh8/rtWrV0uSLrnkEkl/3QUqJSVFCQkJWrNmTb5Aa/ny5X731aBBA/Xt21ezZs3Spk2bdOjQIa1fv1433XRTrmCqIN4eOosXL5bH4ynVniivvPKKDh48KJfLpSFDhuRaN23aNN/d8UrCO6n1vn37fJOR57Rv3758y6pXr67s7Gxf+FkaatasqXfeeUdut1s7duzQ+vXr1alTp2K/RwJ17rnnatKkSTIMQxs3btTChQv15ptvasyYMcrOzjadqNwrkNfJN998I0lyOBy+Zd6J1vP2pvM6cuRIsSbCLgrve7hfv36+kKeoCupFdP755+vTTz9VVlaWfv75Z33zzTf697//rVGjRqlKlSqFTkAPAKg4mPPIj44dO2rQoEGmvY0yMzP1wQcf6B//+Iduu+02Pfnkk9qwYYNv/a5du7RgwQI99thjuvjii1W3bl01bdpU7dq1C9UpAAAClJ2dreeff16SfD1gJOm3336T9NcQj5xfiqW/5mTJO2TJKyoqSnfddZd2796tuXPnauLEiapatWq+uYkK4/2Cm7MXhlfHjh0lmQdQixYtkiR16tQpoGMW5qWXXtLp06fVqVMnnX/++ZL+Go525MgRJSYm5guOTpw44Rti5899990n6a85orxD+4pyNzqv7t27q1WrVtq1a1e+u5bllZ2dnWvepUB5Xw/9+/fPt85fD7Li8NbV31xVf/zxh9+eM5deeqkOHz6c6/eR0mC1WlWlShVJ/w0ii/seKS6LxaI2bdpoxIgRWrBggSTp888/L/R53bt3V/PmzbVnzx5NnjzZdLsNGzZo1qxZstvtGjp0qG95jRo1JPnvufTbb7/5eozlVND7NxCtW7dWfHy8vv/++xK9fs3Y7XZddNFFevzxxzVt2jRJRbumAICKg/CoGCZNmqQtW7bogQce0EsvvaRLL71UL7zwgu8vvKtXr1bdunW1evVqDR8+XMOHD9fbb79NzyMAKKP279+vQYMGafHixWrYsKGefPJJ3zpvD6S8Ac3+/fs1fPjwAvd7zz33yGaz6f7779e2bdt0yy23FGli35y8Q4x27NiRb53D4VCrVq20bNkyzZw5M9e6mTNnaunSpWrZsqXfuXOK48yZM3rhhRf0/PPPKzo6Wq+//rpvXd26dRUbG6vVq1fn+nmXmZmpUaNG6cCBA6b7veqqq9SyZUtNmTJF06dPV6tWrXTFFVcUuV1Wq1XvvPOO7Ha7Ro4cqY8++shvD6uNGzfK6XQWe3ibZP56mD9/viZOnFjs/eZ0yy23yG6369///neuoMIwDP3zn//0G0Q8+OCDkqS7777b7yTPJ0+e1Pfff1+k448ePTrfsDivmTNnatOmTapRo4YuvPBCSSV7jxTVhg0b/Pa48i6LjY0tdB82m01vvfWWrFarRo0apVmzZuXb5pdfflHfvn2VmZmpp59+Wo0aNfKta926teLi4jR79mzt37/ft/z06dOmQ7wKev8Gwm63a8SIEdq7d69GjhzpN5Dbu3evNm7cWOR9rl692m/gFcg1BQBUHAxbC9CBAwe0ePFivfXWW747pvTt21c///yzFi1apFtuuUX79u3TgQMH9P333+v+++9Xdna2pkyZovHjxxd4twsAQOnzThidnZ2tI0eOaMOGDVq2bJnOnj2rLl26aOrUqapdu7Zv+86dO8vhcOg///mPEhMT1a1bN+3bt0/z5s1Tq1atCpwTpWHDhrr22ms1Z84cSYH1pvG66qqr9NJLL+nuu+9W//79Va1aNcXHx+v++++XxWLRlClT1KtXL9100026/vrr1bp1a23evFmff/65qlWrpg8++MA33CYQ77//vi8MOH78uLZu3aolS5bo0KFDOuecczR58uRcoZTVatXIkSM1duxYtW3bVtdff73Onj2rRYsW6dChQ7riiit8PaHyslgsGjZsmB566CFJ/73bViC6d++u//znP7rtttt022236dlnn1WPHj1Up04dHT16VKtWrdIPP/xQ4rtI3XfffXK5XBowYIBuvPFG1a9fX+vXr9fXX3+tgQMH6tNPPy32vr2aNWumMWPG6Mknn1T79u19d+dbsGCBDh06pPbt22vt2rW5nnPVVVdp7Nix+uc//6kWLVrommuuUZMmTXTixAn98ccf+u6779StWzd9/fXXhR7/1VdfVUpKijp27KiLL77Ydw3XrFmj5cuXy2636+233/bNaVSS90hRLViwQI8++qi6du2qli1bqm7dutq1a5dmz54tq9WqRx99tEj76dWrl6ZOnaqhQ4fqhhtuUJcuXeRwOBQdHa0NGzZo/vz5yszM1KOPPqqnn34613OjoqI0atQoPfvss+rYsaP69eunrKwsLViwQPXr1/d7nl27dlVsbKxee+01HTx40Df/0IgRIwK+4+LTTz+tn3/+WW+//bbmzp2rK6+8Ug0aNND+/fu1ZcsWpaam6vnnn9cFF1xQpP19+OGHeuedd9StWzc1a9ZMNWrU0O+//665c+eqUqVKeuCBBwJqHwCgnDNQoAEDBhg//PCD7/Hq1auNAQMGGIMHD87136BBg4xXXnnFMAzDePvtt40BAwYYu3fv9j3v999/z7cMABA6knL9Fx0dbdSqVcvo1KmTcddddxnz5s0zPB6P3+cePHjQuPfee41GjRoZlSpVMpo2bWr885//NE6ePGk0atTIaNSokelxP//8c0OScfHFFxe77ePHjzdat25tREdHG5LyHW/Tpk3G4MGDjYSEBMNutxsJCQnGrbfeamzatCngY3Xv3j3XdbLZbEb16tWNVq1aGQMHDjRcLpdx4sQJv8/NzMw0xo8fb5x//vlG5cqVjXr16hmDBw82tm/fbtxxxx2GJGPbtm1+n3vo0CHDarUalStXNg4cOBBwu70OHDhgjBkzxujatatRs2ZNw263GzVq1DC6du1qPPvss8a+fftybV9Q/ZKTkw1JxqJFi3ItT01NNa644gojPj7eqFq1quFwOIxZs2YZixYtMiQZycnJubb3XlN/XC6XIclwuVz51n3wwQdGhw4djEqVKhm1a9c2br31VmP37t1GmzZtjOrVq/vd39KlS40BAwYY55xzjhEVFWXUrl3baN++vfHggw8aK1eu9Pscf/t48sknDYfDYZx33nlGdHS0ERsba7Rs2dK46667jLVr1+Z7TqDvkYLO2zD+er92797d93jjxo3Ggw8+aFx00UVG7dq1jejoaKNRo0ZG//79jdTU1CKdV047d+40HnnkEePCCy80qlatalSqVMlo1KiRcfvtt+f6vS+v7Oxs43/+53+Mpk2bGlFRUcZ5551nPProowV+FsybN8+49NJLjSpVqvjeV973gdlrLO/55zz+Bx98YFx55ZVGjRo1jKioKKN+/fqGw+Ewnn/+eWPHjh2+bbdt22ZIMu644w6/5/L9998bw4YNM9q1a2fUqFHDqFy5stGsWTNjyJAhxrp16wq7hACACsZiGEGYObMcGzhwYK67raWlpWnChAl65ZVX8v0lt3LlyoqPj9f06dM1a9Ys35hx6a9b5A4ePFhPPfUUcx8BQAWSkpKi0aNHa+LEiUw+W4DFixfriiuu0ODBg/Xhhx+Guzll1rFjx1SvXj116NDBdBJyAACAYGPYWoAaN26s7OxsHT161DdJaF6tWrWSx+NRenq6r3uyd/6BnEMhAADl2/Hjx/X222+rZs2auvnmm8PdnDLNe0eu+++/P8wtKRsyMjIUHx+f6/bzWVlZevjhh3XmzBn169cvjK0DAAAVDeGRH2fOnMl12+P9+/dr+/btqlq1qurXr69u3brpjTfe0O23364mTZro2LFjWrdunRo1aqROnTqpbdu2atKkif73f/9XQ4YMkWEYmjRpktq1axeUcf8AgLLtyy+/1Jo1azR37lzt27dPL7/8MpPP+rFu3Tp98cUXWr16tebNm6c+ffrokksuCXezyoTPPvtMzzzzjHr27KnzzjtPhw4d0pIlS/Trr7+qQ4cOGjFiRLibCAAAKhCGrfmxYcMGjR49Ot/y7t27a/jw4crKytJ//vMffffddzp06JDi4uLUokULDRw4UA0bNpQkHTp0SJMnT9batWtVqVIldezYUbfffruqVq0a6tMBAITYkCFDNGXKFNWrV09Dhw7Vc889V6xJq8u7999/X0lJSYqLi1Pv3r3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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index ee36281..cbc6b3a 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2007,3 +2007,4 @@ date,hits 2023-08-31,1272 2023-09-01,1184 2023-09-02,1144 +2023-09-03,1240