From 3b9319da7980230bf41fd427c0046b70f74e3de7 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 4 Mar 2024 05:25:12 +0000 Subject: [PATCH] Update for 2024-03-04 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 7275fcf..533693c 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:03.115510Z", - "iopub.status.busy": "2024-03-03T05:08:03.115293Z", - "iopub.status.idle": "2024-03-03T05:08:03.125890Z", - "shell.execute_reply": "2024-03-03T05:08:03.125253Z" + "iopub.execute_input": "2024-03-04T05:25:09.794498Z", + "iopub.status.busy": "2024-03-04T05:25:09.794045Z", + "iopub.status.idle": "2024-03-04T05:25:09.804526Z", + "shell.execute_reply": "2024-03-04T05:25:09.803925Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:03.164425Z", - "iopub.status.busy": "2024-03-03T05:08:03.163882Z", - "iopub.status.idle": "2024-03-03T05:08:04.960106Z", - "shell.execute_reply": "2024-03-03T05:08:04.959439Z" + "iopub.execute_input": "2024-03-04T05:25:09.839406Z", + "iopub.status.busy": "2024-03-04T05:25:09.839220Z", + "iopub.status.idle": "2024-03-04T05:25:10.497092Z", + "shell.execute_reply": "2024-03-04T05:25:10.496474Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:04.963104Z", - "iopub.status.busy": "2024-03-03T05:08:04.962602Z", - "iopub.status.idle": "2024-03-03T05:08:05.265875Z", - "shell.execute_reply": "2024-03-03T05:08:05.265237Z" + "iopub.execute_input": "2024-03-04T05:25:10.499960Z", + "iopub.status.busy": "2024-03-04T05:25:10.499522Z", + "iopub.status.idle": "2024-03-04T05:25:10.820834Z", + "shell.execute_reply": "2024-03-04T05:25:10.820225Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.268717Z", - "iopub.status.busy": "2024-03-03T05:08:05.268415Z", - "iopub.status.idle": "2024-03-03T05:08:05.271927Z", - "shell.execute_reply": "2024-03-03T05:08:05.271296Z" + "iopub.execute_input": "2024-03-04T05:25:10.823856Z", + "iopub.status.busy": "2024-03-04T05:25:10.823267Z", + "iopub.status.idle": "2024-03-04T05:25:10.826727Z", + "shell.execute_reply": "2024-03-04T05:25:10.826109Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.274298Z", - "iopub.status.busy": "2024-03-03T05:08:05.274088Z", - "iopub.status.idle": "2024-03-03T05:08:05.277837Z", - "shell.execute_reply": "2024-03-03T05:08:05.277204Z" + "iopub.execute_input": "2024-03-04T05:25:10.829012Z", + "iopub.status.busy": "2024-03-04T05:25:10.828660Z", + "iopub.status.idle": "2024-03-04T05:25:10.832136Z", + "shell.execute_reply": "2024-03-04T05:25:10.831536Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-03-03 05:08:05.275066 UTC\n" + "This notebook was last rendered at 2024-03-04 05:25:10.829680 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.280597Z", - "iopub.status.busy": "2024-03-03T05:08:05.280151Z", - "iopub.status.idle": "2024-03-03T05:08:05.291063Z", - "shell.execute_reply": "2024-03-03T05:08:05.290369Z" + "iopub.execute_input": "2024-03-04T05:25:10.834665Z", + "iopub.status.busy": "2024-03-04T05:25:10.834149Z", + "iopub.status.idle": "2024-03-04T05:25:10.844093Z", + "shell.execute_reply": "2024-03-04T05:25:10.843476Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.294080Z", - "iopub.status.busy": "2024-03-03T05:08:05.293658Z", - "iopub.status.idle": "2024-03-03T05:08:05.301220Z", - "shell.execute_reply": "2024-03-03T05:08:05.300630Z" + "iopub.execute_input": "2024-03-04T05:25:10.846321Z", + "iopub.status.busy": "2024-03-04T05:25:10.845965Z", + "iopub.status.idle": "2024-03-04T05:25:10.852234Z", + "shell.execute_reply": "2024-03-04T05:25:10.851622Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-03-01\n", - " 1064\n", - " \n", - " \n", " 2024-03-02\n", " 912\n", " \n", @@ -250,6 +246,10 @@ " 2024-03-03\n", " 884\n", " \n", + " \n", + " 2024-03-04\n", + " 904\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-03-01 1064\n", "2024-03-02 912\n", - "2024-03-03 884" + "2024-03-03 884\n", + "2024-03-04 904" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.303788Z", - "iopub.status.busy": "2024-03-03T05:08:05.303377Z", - "iopub.status.idle": "2024-03-03T05:08:05.307098Z", - "shell.execute_reply": "2024-03-03T05:08:05.306542Z" + "iopub.execute_input": "2024-03-04T05:25:10.854697Z", + "iopub.status.busy": "2024-03-04T05:25:10.854318Z", + "iopub.status.idle": "2024-03-04T05:25:10.857615Z", + "shell.execute_reply": "2024-03-04T05:25:10.857053Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.309536Z", - "iopub.status.busy": "2024-03-03T05:08:05.309138Z", - "iopub.status.idle": "2024-03-03T05:08:05.312926Z", - "shell.execute_reply": "2024-03-03T05:08:05.312380Z" + "iopub.execute_input": "2024-03-04T05:25:10.859999Z", + "iopub.status.busy": "2024-03-04T05:25:10.859638Z", + "iopub.status.idle": "2024-03-04T05:25:10.862945Z", + "shell.execute_reply": "2024-03-04T05:25:10.862331Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.315329Z", - "iopub.status.busy": "2024-03-03T05:08:05.315101Z", - "iopub.status.idle": "2024-03-03T05:08:05.609854Z", - "shell.execute_reply": "2024-03-03T05:08:05.609120Z" + "iopub.execute_input": "2024-03-04T05:25:10.865310Z", + "iopub.status.busy": "2024-03-04T05:25:10.864957Z", + "iopub.status.idle": "2024-03-04T05:25:11.148502Z", + "shell.execute_reply": "2024-03-04T05:25:11.147826Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.612697Z", - "iopub.status.busy": "2024-03-03T05:08:05.612261Z", - "iopub.status.idle": "2024-03-03T05:08:05.618447Z", - "shell.execute_reply": "2024-03-03T05:08:05.617871Z" + "iopub.execute_input": "2024-03-04T05:25:11.151165Z", + "iopub.status.busy": "2024-03-04T05:25:11.150780Z", + "iopub.status.idle": "2024-03-04T05:25:11.156497Z", + "shell.execute_reply": "2024-03-04T05:25:11.155855Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64964.0\n", + "hits -64944.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.621087Z", - "iopub.status.busy": "2024-03-03T05:08:05.620669Z", - "iopub.status.idle": "2024-03-03T05:08:05.626058Z", - "shell.execute_reply": "2024-03-03T05:08:05.625419Z" + "iopub.execute_input": "2024-03-04T05:25:11.158888Z", + "iopub.status.busy": "2024-03-04T05:25:11.158664Z", + "iopub.status.idle": "2024-03-04T05:25:11.163525Z", + "shell.execute_reply": "2024-03-04T05:25:11.162923Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.906868\n", + "hits -18.895548\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.628509Z", - "iopub.status.busy": "2024-03-03T05:08:05.628299Z", - "iopub.status.idle": "2024-03-03T05:08:05.631867Z", - "shell.execute_reply": "2024-03-03T05:08:05.631314Z" + "iopub.execute_input": "2024-03-04T05:25:11.165927Z", + "iopub.status.busy": "2024-03-04T05:25:11.165562Z", + "iopub.status.idle": "2024-03-04T05:25:11.168907Z", + "shell.execute_reply": "2024-03-04T05:25:11.168363Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.634126Z", - "iopub.status.busy": "2024-03-03T05:08:05.633922Z", - "iopub.status.idle": "2024-03-03T05:08:05.975947Z", - "shell.execute_reply": "2024-03-03T05:08:05.975216Z" + "iopub.execute_input": "2024-03-04T05:25:11.171175Z", + "iopub.status.busy": "2024-03-04T05:25:11.170979Z", + "iopub.status.idle": "2024-03-04T05:25:11.499178Z", + "shell.execute_reply": "2024-03-04T05:25:11.498469Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.978824Z", - "iopub.status.busy": "2024-03-03T05:08:05.978201Z", - "iopub.status.idle": "2024-03-03T05:08:05.985518Z", - "shell.execute_reply": "2024-03-03T05:08:05.984936Z" + "iopub.execute_input": "2024-03-04T05:25:11.501780Z", + "iopub.status.busy": "2024-03-04T05:25:11.501567Z", + "iopub.status.idle": "2024-03-04T05:25:11.508255Z", + "shell.execute_reply": "2024-03-04T05:25:11.507746Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3347\n", + "False 3348\n", "True 89\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.988156Z", - "iopub.status.busy": "2024-03-03T05:08:05.987689Z", - "iopub.status.idle": "2024-03-03T05:08:05.991926Z", - "shell.execute_reply": "2024-03-03T05:08:05.991302Z" + "iopub.execute_input": "2024-03-04T05:25:11.510572Z", + "iopub.status.busy": "2024-03-04T05:25:11.510369Z", + "iopub.status.idle": "2024-03-04T05:25:11.514339Z", + "shell.execute_reply": "2024-03-04T05:25:11.513795Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-03-03T05:08:05.994342Z", - "iopub.status.busy": "2024-03-03T05:08:05.994014Z", - "iopub.status.idle": "2024-03-03T05:08:06.256863Z", - "shell.execute_reply": "2024-03-03T05:08:06.256126Z" + "iopub.execute_input": "2024-03-04T05:25:11.516726Z", + "iopub.status.busy": "2024-03-04T05:25:11.516371Z", + "iopub.status.idle": "2024-03-04T05:25:11.767724Z", + "shell.execute_reply": "2024-03-04T05:25:11.767086Z" } }, "outputs": [ { "data": { - "image/png": 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fv35yOBw6/fTTY3a3NwCAORAUhbBmzRrNnj1bGzdu1P79+3X33XeXe4y+n2EY+uijj/TFF18oJydHdevWVb9+/XTZZZdVUqsBAOHKzc3Vvn37JEmNGjUKLL/yyis1c+ZMtWzZUpdeeqnS09MDv3g999xzQb1h/G699VZ9+eWXmjRpksaOHaudO3dq9uzZ6tKlS9DPlDfeeEOLFi0q9vzyBEUHDx6UpBLn8PEvLzyRcaj5Vnr37l3hoMjf06LwdXr++ed1++23q379+rrwwgvVrFkzJSUlyWKxBOZaKnqtbr75Zj322GN65ZVXAkHRq6++qvj4+MBEwGXxn2dJYURZSpovxm7/82uS1+sNLNuwYYPOPvts7d+/X+edd56cTqfq1asnm82mTZs2acqUKSFfDyUdJ9Qx/HVt3LhxyP00bty4WFC0d+9e5efnlzmfzuHDh8s970zjxo11/fXX6/rrr5ck7du3T/fdd58mTZqkYcOGaevWrYqPj5d0Yu8RqfzXJDk5WV999ZWysrI0e/bsQA+l1NRU3XrrrXrwwQcVFxdX6vmkp6dLkrZs2VLmufu3adKkSZnbRoN/Yul169aVWuPDhw8XW+Y/76KaN2+uZcuWacyYMfrss8/03//+V9KfQd3dd9+tUaNGRaDlAICqiKAohGPHjunUU0/VBRdcoKeeeuqE9uFyubRixQpde+21atasmQ4fPhzyhzcAwDyWLFmi/Px8NW7cOBCcfPvtt5o5c6b69u2rOXPmBH6Jlf4cDvLEE0+E3Ndll12mxo0ba/LkyXr44YdLnMTaf/ehE+EfvrZz586Q6/1DbQoPczNC3MWron7//Xd99913kqRzzjlH0p93YxozZozS09O1fPnyYuHV0qVLQ+6radOmuuSSSzRz5kz9/PPP2rdvn1atWqUrr7wyKIQqjb/nzcKFC+X1eiu1h8kzzzyjvXv3yuVyaejQoUHrpk2bFrhLXTj8E07v2rUrMFF4Ybt27Sq2rF69eiooKAgEnZWhQYMGeuWVV+R2u7V582atWrVK3bp1O+H3SEWdfPLJmjx5sgzD0Jo1azR//ny9+OKLGjdunAoKCkqcRNyvIq+Tzz//XJLkcDgCy/yToBftJed34MCBE5qkujz87+EBAwYEAp3yKq130Gmnnab33ntP+fn5+vHHH/X555/rP//5j0aPHq3atWuXOTk8AKB6Yo6iELp27arBgweX2IsoLy9Pb775pv75z3/q2muv1QMPPKDVq1cH1m/dulXz5s3Tvffeq7POOktpaWlq2bKlOnXqFK1TAABUUEFBgR577DFJCvRskaT169dL+nOYRuFfgKU/51ApOuzILy4uTjfeeKO2bdumjz76SJMmTVKdOnWKzSVUFv8vs4V7V/h17dpVUslh04IFCyRJ3bp1q9Axy/Lkk0/q6NGj6tatm0477TRJfw4pO3DggDIyMoqFRIcPHw4Mkwvl1ltvlfTnnE7+4XnluSucX69evdSuXTtt3bq12N3DiiooKAiaJ6mi/K+HgQMHFlsXqmfYifDXNdTcUr/99lvIHjHnnnuu9u/fH/R9pDJYrVbVrl1b0v9CxxN9j5woi8WiDh06aOTIkZo3b54k6cMPPyzzeb169VLr1q21fft2vf766yVut3r1as2cOVN2u13Dhg0LLK9fv76k0D2S1q9fH+gJVlhp79+KaN++vVJSUvTVV1+F9fotid1u15lnnqn77rtP06ZNk1S+awoAqJ4Iik7A5MmTtW7dOt1+++168sknde655+rxxx8P/OX2u+++U1pamr777juNGDFCI0aM0Msvv0yPIgAwqd27d2vw4MFauHChmjVrpgceeCCwzt+zqGgYs3v3bo0YMaLU/d58882y2Wy67bbbtHHjRl199dXlmnS3MP8woc2bNxdb53A41K5dOy1ZskQzZswIWjdjxgwtXrxYbdu2DTnXzYnIzc3V448/rscee0zx8fF6/vnnA+vS0tKUlJSk7777LujnXV5enkaPHq09e/aUuN8+ffqobdu2mjJliqZPn6527drp/PPPL3e7rFarXnnlFdntdo0aNUpvv/12yJ5Ta9askdPpPOEhalLJr4e5c+dq0qRJJ7zfwq6++mrZ7Xb95z//CQolDMPQv/71r5Chwx133CFJuummm0JOwPzHH3/oq6++Ktfxx44dW2xom9+MGTP0888/q379+jrjjDMkhfceKa/Vq1eH7EnlX5aUlFTmPmw2m1566SVZrVaNHj1aM2fOLLbNTz/9pEsuuUR5eXl66KGH1Lx588C69u3bKzk5WbNmzdLu3bsDy48ePVriMK3S3r8VYbfbNXLkSO3YsUOjRo0KGb7t2LFDa9asKfc+v/vuu5DhVkWuKQCgemLoWQXt2bNHCxcu1EsvvRS4c8kll1yiH3/8UQsWLNDVV1+tXbt2ac+ePfrqq6902223qaCgQFOmTNHTTz9d6l0nAACVzz+Zc0FBgQ4cOKDVq1dryZIlOn78uM4++2xNnTpVqampge27d+8uh8Oh//73v8rIyFDPnj21a9cuzZkzR+3atSt1DpNmzZrpb3/7m2bPni2pYr1k/Pr06aMnn3xSN910kwYOHKi6desqJSVFt912mywWi6ZMmaILL7xQV155pS699FK1b99ea9eu1Ycffqi6devqzTffDAyZqYg33ngj8Iv/77//rg0bNujLL7/Uvn37dNJJJ+n1118PCqCsVqtGjRql8ePHq2PHjrr00kt1/PhxLViwQPv27dP5558f6OFUlMVi0fDhw3XnnXdK+t9dryqiV69e+u9//6trr71W1157rR555BH17t1bjRo10sGDB/Xtt9/q66+/DvtuTrfeeqtcLpeuuOIKXX755WrSpIlWrVqlzz77TIMGDdJ77713wvv2a9WqlcaNG6cHHnhAnTt3Dtwlb968edq3b586d+6sFStWBD2nT58+Gj9+vP71r3+pTZs2uvjii9WiRQsdPnxYv/32mxYtWqSePXvqs88+K/P4zz77rMaMGaOuXbvqrLPOClzD5cuXa+nSpbLb7Xr55ZcDcxCF8x4pr3nz5umee+5Rjx491LZtW6WlpWnr1q2aNWuWrFar7rnnnnLt58ILL9TUqVM1bNgwXXbZZTr77LPlcDgUHx+v1atXa+7cucrLy9M999yjhx56KOi5cXFxGj16tB555BF17dpVAwYMUH5+vubNm6cmTZqEPM8ePXooKSlJzz33nPbu3RuYL2jkyJEVvvPhQw89pB9//FEvv/yyPvroI11wwQVq2rSpdu/erXXr1ik7O1uPPfaYTj/99HLt76233tIrr7yinj17qlWrVqpfv75+/fVXffTRR6pVq5Zuv/32CrUPAFCNGCjVFVdcYXz99deBx999951xxRVXGEOGDAn6b/DgwcYzzzxjGIZhvPzyy8YVV1xhbNu2LfC8X3/9tdgyAED0SAr6Lz4+3mjYsKHRrVs348YbbzTmzJljeL3ekM/du3evccsttxjNmzc3atWqZbRs2dL417/+Zfzxxx9G8+bNjebNm5d43A8//NCQZJx11lkn3Pann37aaN++vREfH29IKna8n3/+2RgyZIiRnp5u2O12Iz093bjmmmuMn3/+ucLH6tWrV9B1stlsRr169Yx27doZgwYNMlwul3H48OGQz83LyzOefvpp47TTTjMSEhKMxo0bG0OGDDE2bdpkXH/99YYkY+PGjSGfu2/fPsNqtRoJCQnGnj17Ktxuvz179hjjxo0zevToYTRo0MCw2+1G/fr1jR49ehiPPPKIsWvXrqDtS6tfVlaWIclYsGBB0PLs7Gzj/PPPN1JSUow6deoYDofDmDlzprFgwQJDkpGVlRW0vf+ahuJyuQxJhsvlKrbuzTffNLp06WLUqlXLSE1NNa655hpj27ZtRocOHYx69eqF3N/ixYuNK664wjjppJOMuLg4IzU11ejcubNxxx13GN98803I54TaxwMPPGA4HA7jlFNOMeLj442kpCSjbdu2xo033misWLGi2HMq+h4p7bwN48/3a69evQKP16xZY9xxxx3GmWeeaaSmphrx8fFG8+bNjYEDBxrZ2dnlOq/CtmzZYtx9993GGWecYdSpU8eoVauW0bx5c+O6664L+t5XVEFBgfF///d/RsuWLY24uDjjlFNOMe65555SPwvmzJljnHvuuUbt2rUD7yv/+6Ck11jR8y98/DfffNO44IILjPr16xtxcXFGkyZNDIfDYTz22GPG5s2bA9tu3LjRkGRcf/31Ic/lq6++MoYPH2506tTJqF+/vpGQkGC0atXKGDp0qLFy5cqyLiEAoBqzGEYEZrWsxgYNGhR01zOPx6OJEyfqmWeeKfYX2oSEBKWkpGj69OmaOXNmYIy39OdtaYcMGaIHH3yQuYoAoAYZM2aMxo4dq0mTJjExbCkWLlyo888/X0OGDNFbb70V6+aY1qFDh9S4cWN16dKlxAnCAQAAwsHQswo69dRTVVBQoIMHDwYm8CyqXbt28nq92rlzZ6CLsX++gMLDGQAA1dvvv/+ul19+WQ0aNNBVV10V6+aYmv/OWLfddluMW2IOOTk5SklJCbrle35+vu666y7l5uZqwIABMWwdAACozgiKQsjNzQ261fDu3bu1adMm1alTR02aNFHPnj31wgsv6LrrrlOLFi106NAhrVy5Us2bN1e3bt3UsWNHtWjRQv/v//0/DR06VIZhaPLkyerUqVNExukDAMztk08+0fLly/XRRx9p165deuqpp5gYNoSVK1fq448/1nfffac5c+aof//+Ouecc2LdLFP44IMP9PDDD6tv37465ZRTtG/fPn355Zf65Zdf1KVLF40cOTLWTQQAANUUQ89CWL16tcaOHVtsea9evTRixAjl5+frv//9rxYtWqR9+/YpOTlZbdq00aBBg9SsWTNJ0r59+/T6669rxYoVqlWrlrp27arrrrtOderUifbpAACibOjQoZoyZYoaN26sYcOG6dFHHz2hCaW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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 319483f..b178596 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2190,3 +2190,4 @@ date,hits 2024-03-01,1064 2024-03-02,912 2024-03-03,884 +2024-03-04,904