From 06bc28f0775a672436545ca567ca3b9ee2b7ab6b Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Thu, 2 Nov 2023 05:08:02 +0000 Subject: [PATCH] Update for 2023-11-02 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 42a9f5a..d4aa62b 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:03.033468Z", - "iopub.status.busy": "2023-11-01T05:08:03.033065Z", - "iopub.status.idle": "2023-11-01T05:08:03.044906Z", - "shell.execute_reply": "2023-11-01T05:08:03.044268Z" + "iopub.execute_input": "2023-11-02T05:07:59.460965Z", + "iopub.status.busy": "2023-11-02T05:07:59.460766Z", + "iopub.status.idle": "2023-11-02T05:07:59.470931Z", + "shell.execute_reply": "2023-11-02T05:07:59.470302Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:03.088073Z", - "iopub.status.busy": "2023-11-01T05:08:03.087558Z", - "iopub.status.idle": "2023-11-01T05:08:06.085702Z", - "shell.execute_reply": "2023-11-01T05:08:06.084967Z" + "iopub.execute_input": "2023-11-02T05:07:59.509904Z", + "iopub.status.busy": "2023-11-02T05:07:59.509506Z", + "iopub.status.idle": "2023-11-02T05:08:01.445733Z", + "shell.execute_reply": "2023-11-02T05:08:01.445045Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.089676Z", - "iopub.status.busy": "2023-11-01T05:08:06.089187Z", - "iopub.status.idle": "2023-11-01T05:08:06.391704Z", - "shell.execute_reply": "2023-11-01T05:08:06.391008Z" + "iopub.execute_input": "2023-11-02T05:08:01.448682Z", + "iopub.status.busy": "2023-11-02T05:08:01.448407Z", + "iopub.status.idle": "2023-11-02T05:08:01.695790Z", + "shell.execute_reply": "2023-11-02T05:08:01.695091Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.396095Z", - "iopub.status.busy": "2023-11-01T05:08:06.394698Z", - "iopub.status.idle": "2023-11-01T05:08:06.399881Z", - "shell.execute_reply": "2023-11-01T05:08:06.399242Z" + "iopub.execute_input": "2023-11-02T05:08:01.698528Z", + "iopub.status.busy": "2023-11-02T05:08:01.698319Z", + "iopub.status.idle": "2023-11-02T05:08:01.701645Z", + "shell.execute_reply": "2023-11-02T05:08:01.701034Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.403080Z", - "iopub.status.busy": "2023-11-01T05:08:06.402491Z", - "iopub.status.idle": "2023-11-01T05:08:06.407922Z", - "shell.execute_reply": "2023-11-01T05:08:06.407315Z" + "iopub.execute_input": "2023-11-02T05:08:01.703824Z", + "iopub.status.busy": "2023-11-02T05:08:01.703647Z", + "iopub.status.idle": "2023-11-02T05:08:01.707070Z", + "shell.execute_reply": "2023-11-02T05:08:01.706427Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2023-11-01 05:08:06.404044 UTC\n" + "This notebook was last rendered at 2023-11-02 05:08:01.704484 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.411087Z", - "iopub.status.busy": "2023-11-01T05:08:06.410654Z", - "iopub.status.idle": "2023-11-01T05:08:06.423484Z", - "shell.execute_reply": "2023-11-01T05:08:06.422857Z" + "iopub.execute_input": "2023-11-02T05:08:01.709255Z", + "iopub.status.busy": "2023-11-02T05:08:01.709065Z", + "iopub.status.idle": "2023-11-02T05:08:01.718806Z", + "shell.execute_reply": "2023-11-02T05:08:01.718195Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.426667Z", - "iopub.status.busy": "2023-11-01T05:08:06.426232Z", - "iopub.status.idle": "2023-11-01T05:08:06.435770Z", - "shell.execute_reply": "2023-11-01T05:08:06.435129Z" + "iopub.execute_input": "2023-11-02T05:08:01.721043Z", + "iopub.status.busy": "2023-11-02T05:08:01.720851Z", + "iopub.status.idle": "2023-11-02T05:08:01.727149Z", + "shell.execute_reply": "2023-11-02T05:08:01.726531Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2023-10-30\n", - " 1612\n", - " \n", - " \n", " 2023-10-31\n", " 1596\n", " \n", @@ -250,6 +246,10 @@ " 2023-11-01\n", " 1748\n", " \n", + " \n", + " 2023-11-02\n", + " 1776\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2023-10-30 1612\n", "2023-10-31 1596\n", - "2023-11-01 1748" + "2023-11-01 1748\n", + "2023-11-02 1776" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.438698Z", - "iopub.status.busy": "2023-11-01T05:08:06.438471Z", - "iopub.status.idle": "2023-11-01T05:08:06.443152Z", - "shell.execute_reply": "2023-11-01T05:08:06.442548Z" + "iopub.execute_input": "2023-11-02T05:08:01.729569Z", + "iopub.status.busy": "2023-11-02T05:08:01.729187Z", + "iopub.status.idle": "2023-11-02T05:08:01.732739Z", + "shell.execute_reply": "2023-11-02T05:08:01.732201Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.446075Z", - "iopub.status.busy": "2023-11-01T05:08:06.445547Z", - "iopub.status.idle": "2023-11-01T05:08:06.450841Z", - "shell.execute_reply": "2023-11-01T05:08:06.450227Z" + "iopub.execute_input": "2023-11-02T05:08:01.735027Z", + "iopub.status.busy": "2023-11-02T05:08:01.734661Z", + "iopub.status.idle": "2023-11-02T05:08:01.738031Z", + "shell.execute_reply": "2023-11-02T05:08:01.737502Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.453736Z", - "iopub.status.busy": "2023-11-01T05:08:06.453287Z", - "iopub.status.idle": "2023-11-01T05:08:06.758121Z", - "shell.execute_reply": "2023-11-01T05:08:06.757434Z" + "iopub.execute_input": "2023-11-02T05:08:01.740367Z", + "iopub.status.busy": "2023-11-02T05:08:01.739990Z", + "iopub.status.idle": "2023-11-02T05:08:02.021839Z", + "shell.execute_reply": "2023-11-02T05:08:02.021113Z" } }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.761337Z", - "iopub.status.busy": "2023-11-01T05:08:06.760864Z", - "iopub.status.idle": "2023-11-01T05:08:06.769414Z", - "shell.execute_reply": "2023-11-01T05:08:06.768790Z" + "iopub.execute_input": "2023-11-02T05:08:02.024477Z", + "iopub.status.busy": "2023-11-02T05:08:02.024087Z", + "iopub.status.idle": "2023-11-02T05:08:02.029932Z", + "shell.execute_reply": "2023-11-02T05:08:02.029392Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64100.0\n", + "hits -64072.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.772393Z", - "iopub.status.busy": "2023-11-01T05:08:06.771937Z", - "iopub.status.idle": "2023-11-01T05:08:06.777501Z", - "shell.execute_reply": "2023-11-01T05:08:06.776835Z" + "iopub.execute_input": "2023-11-02T05:08:02.032265Z", + "iopub.status.busy": "2023-11-02T05:08:02.031912Z", + "iopub.status.idle": "2023-11-02T05:08:02.036596Z", + "shell.execute_reply": "2023-11-02T05:08:02.035966Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.348023\n", + "hits -19.333736\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.781241Z", - "iopub.status.busy": "2023-11-01T05:08:06.780770Z", - "iopub.status.idle": "2023-11-01T05:08:06.784905Z", - "shell.execute_reply": "2023-11-01T05:08:06.784238Z" + "iopub.execute_input": "2023-11-02T05:08:02.039039Z", + "iopub.status.busy": "2023-11-02T05:08:02.038662Z", + "iopub.status.idle": "2023-11-02T05:08:02.041967Z", + "shell.execute_reply": "2023-11-02T05:08:02.041418Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:06.787848Z", - "iopub.status.busy": "2023-11-01T05:08:06.787401Z", - "iopub.status.idle": "2023-11-01T05:08:07.143649Z", - "shell.execute_reply": "2023-11-01T05:08:07.142975Z" + "iopub.execute_input": "2023-11-02T05:08:02.044224Z", + "iopub.status.busy": "2023-11-02T05:08:02.043875Z", + "iopub.status.idle": "2023-11-02T05:08:02.335519Z", + "shell.execute_reply": "2023-11-02T05:08:02.334850Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:07.147898Z", - "iopub.status.busy": "2023-11-01T05:08:07.146628Z", - "iopub.status.idle": "2023-11-01T05:08:07.156427Z", - "shell.execute_reply": "2023-11-01T05:08:07.155745Z" + "iopub.execute_input": "2023-11-02T05:08:02.338298Z", + "iopub.status.busy": "2023-11-02T05:08:02.337925Z", + "iopub.status.idle": "2023-11-02T05:08:02.345298Z", + "shell.execute_reply": "2023-11-02T05:08:02.344643Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3232\n", + "False 3233\n", "True 81\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:07.159658Z", - "iopub.status.busy": "2023-11-01T05:08:07.159204Z", - "iopub.status.idle": "2023-11-01T05:08:07.164427Z", - "shell.execute_reply": "2023-11-01T05:08:07.163747Z" + "iopub.execute_input": "2023-11-02T05:08:02.347816Z", + "iopub.status.busy": "2023-11-02T05:08:02.347431Z", + "iopub.status.idle": "2023-11-02T05:08:02.351376Z", + "shell.execute_reply": "2023-11-02T05:08:02.350723Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-11-01T05:08:07.167753Z", - "iopub.status.busy": "2023-11-01T05:08:07.167195Z", - "iopub.status.idle": "2023-11-01T05:08:07.434892Z", - "shell.execute_reply": "2023-11-01T05:08:07.434230Z" + "iopub.execute_input": "2023-11-02T05:08:02.353654Z", + "iopub.status.busy": "2023-11-02T05:08:02.353309Z", + "iopub.status.idle": "2023-11-02T05:08:02.576302Z", + "shell.execute_reply": "2023-11-02T05:08:02.575608Z" } }, "outputs": [ { "data": { - "image/png": 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yuueee7R8+XJ169ZN77zzTrHLVsb3m7/ProI6duyoLl26FBuMBovndW8ymdS7d285HA6fx/OPhMkfcvgLsjzLp6WlKSMjw2f0S9++fX36Vdw+eWrwfLYuXrxYP/30U6ERR551ZGZm+jw//3vD6XQqNTVVO3fu9D6elJTkDZ0OHz6s48ePe9+nknTeeefpuuuu088//6ytW7fK5XKpffv2SkxMLPKzccqUKd5AKDo6Wjt27ND5559faARQfklJSWrZsqW+/fZb77aTkpL0xx9/yGQyqWnTptq8ebP++OOPIteR/1hVptd5ZRXuz8XSjigKKCj68ccftXTpUq1evVo5OTlq3ry5rrjiCtlsNp111lmFlv/22281efJkTZ8+vbybLFZ6erreeOMN3XXXXWrZsqW+/PJLff/993rttddUp06dUq8nkoOiCRMmyOFw6Pjx44VeeJ65ojy/aEjy/vLg+UFRs2ZNRUdH68SJEz7LVYSYmBjFx8dr//79hX6ZKorJZFJMTIxyc3N9fmkzmUxq0KCBmjRponXr1iknJ6fUbzyz2Syr1aqcnByZTCbvvz0/sBo0aKAJEybo008/ldPpLPTLYsF1SPJ+0Jd2v6Q/R+PFxMSU+9h7ajAMQx06dNDnn3+ue+65p8iaK5rZbFazZs1Uq1Yt7dmzRydPntTp06d19tlna/DgwZozZ452796tvLw81ahRQ4mJiWrZsqVuuukmSfL7V9h77rlHixcvVkxMjGrVqiWXy6W///3v2rZtm3c/C75GLBaLOnXqpIMHD2r//v1yuVw+x6iymDBhgj777DPVq1dPo0eP1po1azR16lSdOHFCsbGxGjp0qDp16lTkD+GirkgRGxtb6EtiWWpyOBzKzc3V1VdfXeIvw2VR0pfjon7RyP/L+YABA0L2S8mECRNK/MU03D/4i1PRczxEquJ6lv+1+Omnn+rrr78u9Wez5wt/wZ8B0dHRstvtatasWZE/q4tjtVp10UUX6dxzz9V3332n06dPy2w2B+3ntclkUlxcnOrVqyeXy6WEhARlZ2erZs2aOnDggCwWi1q2bKlt27Zp9+7duuiii7yfo8H6MlzwtZqQkKCsrCzVrFlTQ4cO1euvv+79MpSZmVnoy1hJNXjWj+Aq6jOlMn8ulseECRP01ltvFXrP5Z+PNS8vT1arVU2aNFFWVpYOHjzofaxOnTqqUaOGsrKyfJb3/Jzftm2bli9frqSkJO3cuVOHDh1S7dq1ve/J9u3b6/Tp0zKZTNq2bZt+//13xcbGKikpSVLhcMLzu1SbNm18AueCI4rKq+BIpGCx2+3eoCM7O1tHjhxRt27d1KxZM02cONFn+555lcqyH57nFFW7JyT2/F5ZWV+7ZrNZtWvXVkJCgnbu3BmW3/c7duyo0aNH+3yuWq1WRUdHe98neXl53n97jn1+pT2++b+3+nuOp2+5ubkBva4tFovi4uJ09OhRb3Dv+V5nNpvVuXPngL5DhPtzMSRB0Y033qizzz5bl19+uXr06OH960JRtm7dKqfTqfvuu6+8myzWE088oebNm+uOO+6Q9OeL8t5779U111yjv//974WWz8nJ8QmEPF8wMzMzKzwkqQjjx4/3+fBE9Va3bl0dOXIk3GUEhcPh0KefflrsX0TKo0uXLpozZ05Q11keZXnv5v+i36dPH0l/Xsq24HwBBecH8Mj/vLLW1LdvX7377rul3KuiFazXU1NR93vcfffdhV4DRS0bTAWPxahRo/T4448XWs5kMikxMVEZGRmV7pfK1NRUvf/++96/Xt5xxx1BneMhUhXVs4KvRRStS5cuGjFiRLHv3bLI/1r154YbbtCsWbMK3Z//SjzF1TB06FA5nc5y1Yai2e12TZkypdD9lflzsawi6fdsz/shv/wjYTw/c19//XWtXbs2PEWWQ1xcnI4dOxbuMlBA/lPRqotAvkOE+3PRarVW/BxFTz/9tNq2bVvq5Vu0aFHm08BKKzc3V9u2bfMJhMxms9q1a6dff/3V73Nmz57t88tGUlKSJkyYUKoDVxktXbo03CWgEqkqIZHJZNK6dev0ww8/BH3dGzdu1DnnnBP09ZZVWd67ni/669at09ChQyVJP/30k89580uXLvX7BddzLD3PK2tNK1asCMrxKlivp6ai7vfw9xooatlgKngsli1bVuxxSExMrJA6AtG3b1+fS+f+9a9/rRSv/cqiYM/yvxZRvI0bN5b43i0Lz2u1qL/iL1mypNBjJpPJ53OvuBpq1KhRrrpQvJo1a0bc52JZRcrv2Z73Q8H3iWfuHc97Y+jQoRETfHlE4h/yqzqTyaRDhw6Fu4yQC8Z3iMr+uRhQUFSWkKiiHTt2THl5eYqPj/e5Pz4+Xnv37vX7nP79+6tv377e256hcJE6oujyyy/XmjVrwl0GKomqMqLIMAy1b99el156adBHFLVt27bYOSZCpSzvXc8Xofbt23tr79Chg/fLkcvl8q6v4Igiz7EszT77q+mSSy4JyvEqWK+npqLu9/D3Gihq2WAqeCy6d+/ud1vh/gtRcbp27SqHw+E9ba9r166V4rUfbkX1rOBrEUVr27Ztie/dsvC8VqdPn+535M8VV1xRaESRYRje92lJNVx//fWaO3duuWoLVHR0dFhODQmF/v37R9znYllFyu/Z+d8P+ZnN5kLvjcaNG0fEPnlcddVVkhT03wdRfoZh6Iorrqh2PQnkO0S4PxdLO6IoKJNZ79y5U2vWrPFO4tWgQQN16tRJTZo0CXTVpXb48GENHz5czz77rFq1auW9/6OPPtKmTZvKNIE2cxSFZo6i2NhY1alTJ2hzFCUkJOi8884L+hxFCQkJGj9+PHMUlaOeZs2aqXbt2tqzZ49OnDih06dPq379+rrxxhs1d+5c7dq1q8g5ijxzmRU3R1FeXp7+9re/FTtHkdVqVceOHXXo0CFlZGRE/BxF+S9lml/+iR498w+kp6crJiZGv/zyiyRVujmK/O1LUfd7FJyjqLhlgynS5yiCfyXNUeR5fZV1jiLpz890i8WinJwc7/MKzlF04sSJQlcayl9b/v/7m+8oNzdXVqtVeXl53qCmXr166tixo6Kjo4utOf8kyvm36ZmjKC8vTw0aNCjTHEXBfj86nU6NGzdOe/bsKTRH0fTp03XgwIFCc7KUpgbPcvv27dP333+vY8eOyWKxKD4+XsePH1f9+vX19NNPSyp8+WjPqTqe0RotWrTQ1q1bfY6hYRhyOBw+V3bynPKTfyLegp/p+T+3T5065f3/mjVrtH37diUlJalTp07e+/ft26cdO3aoZs2ays7O9s7l4lku/3rz/0yVpNdff11HjhxRVFSUjhw5orp166pmzZreXnt+Fn366afen7uNGjXS0aNHva+N/MtVl8msPT8XT58+LavVqjNnznjnLfHIP0fRmTNndPToUZ04cUKSVK9ePUkq1RxFW7Zs0dGjR73LNWjQQJdeeqn3d7rSzFHk6XubNm2KvMx9cXPweH63zM3N9f5enP+zKDo6WvHx8crOztaxY8f8rstsNqtp06Z6+umn9eabb2rlypWlPt5Nmzb1vkbzTxzu+Wzw/B7pOY7FiYmJkSSdPn3auy9ms1lms9k70CArK8tnfaX5Pd4zT5Lne5bn9eBvXh7PNj3rtVqtslgsql27tpo2bars7Gydf/75OnPmjLZs2aKMjAzl5OR4X1+emvJPZO+Zo2jv3r3e7Xkmyvf8nPD3PaBLly7Kzc3Vnj17JKnQZNye7yVnzpxRVFSUjh8/7t23c889V/Xq1fN5vd1zzz0VHhaFao4iq9Wqs846izmKAgmKcnJy9O6772rJkiV/rqzAxGCXX365hg8f7jPBW0XJzc3VkCFD9NBDD+mSSy7x3v/GG2/o5MmTevTRR0u9rkgOikIh3C9ulB09izz0LPLQs8gT7Kue5Q8JKiK8LE8YU5qQM1JUlvdYccG8vy/joQq0K6PK0rNIVZGvn/yfX/m/w5nNZnXs2FEjR470u80JEyZo4sSJ3s87T/AxatQonTp1Sr///ru+++47b3g9bNgwnznxnE6nXn75ZW3atMknVMnPbreX+Y9bBZX1Ig4Fl/fM8+TZzyZNmngvwuJvv8KpuPeZZ963/Md41KhRPj8P/E3yn/94leZY5n895Q+TpMIBZlGfl9VFuD8XSxsUBZTgTJs2TUuWLJHdbtc111yjhg0bymQyKSMjQ1999ZW++eYb1a5du8LmjcjParWqWbNm2rBhgzcoysvL04YNG/SXv/ylwrcPAACqF5vNpkmTJnl/ee7du3fAX26KY7fby7zuxx57LOIDosqmYB+K60t5egZ4VOTrp+Dnl/S/07lTU1PVtWtXzZ8/v9CVBE+ePOnzHE9wcurUKY0ZM0ZOp1NOp9O7TExMjFJTU73r8KynYChT0ujnsl5Z0W63y+FwlDpoS0tL85nn7NSpUz7PL1iz577KztNnT+DVt2/fQj8TPMfK32j+/I8XdywLvp7Gjh3rdzk+EyNHQCOK7rjjDnXq1En333+/38f//e9/a+3atZo8eXK5CyyL9PR0vfnmm7rrrrvUokULffXVV1q+fLleffXVQnMXFYcRRcULdwqKsqNnkYeeRR56FnmC0bPqPmIklHiPRR56Vrnl//yS/nfa/4gRI3T48GG/o0g8o0s8I4Hyn1pZcCRdTExMoasR+lvm5MmTxQZAZR0dVN5jUdI2KuvnfVHvM6fTqY8//lhbt27V9u3b/faqrIoL7Crr8alswv25GJIRRbm5uT7zARXUunVrrVq1KpBNlElycrKOHTumGTNmKCsrS+eff76eeOKJMoVEAAAApcVfRwFEqvyfX/lHAjmdTtntdp8RNunp6d7lPaNLijp9yLNcamqq33V4lpH+N0pn0qRJRQYY06dPl8lk8q5n+vTpZRpdVNpjUdKomcr8eT9nzhx98cUXPqfEFjydzDP6K//xk1TqY5k/TPPXr8p8fFB2AQVFHTp00Nq1a4t8Qax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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 0e8fc90..743ca20 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2067,3 +2067,4 @@ date,hits 2023-10-30,1612 2023-10-31,1596 2023-11-01,1748 +2023-11-02,1776