From c9c919b4d81ebd59a3646c46f7b742acc1111926 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Thu, 28 Dec 2023 05:07:49 +0000 Subject: [PATCH] Update for 2023-12-28 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index c9649e0..96ef32c 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:51.736959Z", - "iopub.status.busy": "2023-12-27T05:07:51.736766Z", - "iopub.status.idle": "2023-12-27T05:07:51.747224Z", - "shell.execute_reply": "2023-12-27T05:07:51.746560Z" + "iopub.execute_input": "2023-12-28T05:07:47.848340Z", + "iopub.status.busy": "2023-12-28T05:07:47.847905Z", + "iopub.status.idle": "2023-12-28T05:07:47.857378Z", + "shell.execute_reply": "2023-12-28T05:07:47.856760Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:51.784654Z", - "iopub.status.busy": "2023-12-27T05:07:51.784041Z", - "iopub.status.idle": "2023-12-27T05:07:52.414641Z", - "shell.execute_reply": "2023-12-27T05:07:52.414016Z" + "iopub.execute_input": "2023-12-28T05:07:47.896068Z", + "iopub.status.busy": "2023-12-28T05:07:47.895617Z", + "iopub.status.idle": "2023-12-28T05:07:48.550353Z", + "shell.execute_reply": "2023-12-28T05:07:48.549698Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.417723Z", - "iopub.status.busy": "2023-12-27T05:07:52.417160Z", - "iopub.status.idle": "2023-12-27T05:07:52.635952Z", - "shell.execute_reply": "2023-12-27T05:07:52.635324Z" + "iopub.execute_input": "2023-12-28T05:07:48.553438Z", + "iopub.status.busy": "2023-12-28T05:07:48.552977Z", + "iopub.status.idle": "2023-12-28T05:07:48.770289Z", + "shell.execute_reply": "2023-12-28T05:07:48.769584Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.638557Z", - "iopub.status.busy": "2023-12-27T05:07:52.638354Z", - "iopub.status.idle": "2023-12-27T05:07:52.641502Z", - "shell.execute_reply": "2023-12-27T05:07:52.640930Z" + "iopub.execute_input": "2023-12-28T05:07:48.773572Z", + "iopub.status.busy": "2023-12-28T05:07:48.773065Z", + "iopub.status.idle": "2023-12-28T05:07:48.776399Z", + "shell.execute_reply": "2023-12-28T05:07:48.775784Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.644035Z", - "iopub.status.busy": "2023-12-27T05:07:52.643581Z", - "iopub.status.idle": "2023-12-27T05:07:52.647007Z", - "shell.execute_reply": "2023-12-27T05:07:52.646386Z" + "iopub.execute_input": "2023-12-28T05:07:48.778663Z", + "iopub.status.busy": "2023-12-28T05:07:48.778321Z", + "iopub.status.idle": "2023-12-28T05:07:48.782074Z", + "shell.execute_reply": "2023-12-28T05:07:48.781429Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2023-12-27 05:07:52.644690 UTC\n" + "This notebook was last rendered at 2023-12-28 05:07:48.779322 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.649277Z", - "iopub.status.busy": "2023-12-27T05:07:52.649082Z", - "iopub.status.idle": "2023-12-27T05:07:52.659063Z", - "shell.execute_reply": "2023-12-27T05:07:52.658576Z" + "iopub.execute_input": "2023-12-28T05:07:48.784518Z", + "iopub.status.busy": "2023-12-28T05:07:48.784102Z", + "iopub.status.idle": "2023-12-28T05:07:48.794109Z", + "shell.execute_reply": "2023-12-28T05:07:48.793595Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.661315Z", - "iopub.status.busy": "2023-12-27T05:07:52.661119Z", - "iopub.status.idle": "2023-12-27T05:07:52.667747Z", - "shell.execute_reply": "2023-12-27T05:07:52.667116Z" + "iopub.execute_input": "2023-12-28T05:07:48.796584Z", + "iopub.status.busy": "2023-12-28T05:07:48.796193Z", + "iopub.status.idle": "2023-12-28T05:07:48.802454Z", + "shell.execute_reply": "2023-12-28T05:07:48.801857Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2023-12-25\n", - " 1068\n", - " \n", - " \n", " 2023-12-26\n", " 1080\n", " \n", @@ -250,6 +246,10 @@ " 2023-12-27\n", " 1076\n", " \n", + " \n", + " 2023-12-28\n", + " 1060\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2023-12-25 1068\n", "2023-12-26 1080\n", - "2023-12-27 1076" + "2023-12-27 1076\n", + "2023-12-28 1060" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.670004Z", - "iopub.status.busy": "2023-12-27T05:07:52.669811Z", - "iopub.status.idle": "2023-12-27T05:07:52.673207Z", - "shell.execute_reply": "2023-12-27T05:07:52.672668Z" + "iopub.execute_input": "2023-12-28T05:07:48.804847Z", + "iopub.status.busy": "2023-12-28T05:07:48.804507Z", + "iopub.status.idle": "2023-12-28T05:07:48.807991Z", + "shell.execute_reply": "2023-12-28T05:07:48.807381Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.675296Z", - "iopub.status.busy": "2023-12-27T05:07:52.675108Z", - "iopub.status.idle": "2023-12-27T05:07:52.678419Z", - "shell.execute_reply": "2023-12-27T05:07:52.677916Z" + "iopub.execute_input": "2023-12-28T05:07:48.810320Z", + "iopub.status.busy": "2023-12-28T05:07:48.809971Z", + "iopub.status.idle": "2023-12-28T05:07:48.813389Z", + "shell.execute_reply": "2023-12-28T05:07:48.812754Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.680712Z", - "iopub.status.busy": "2023-12-27T05:07:52.680337Z", - "iopub.status.idle": "2023-12-27T05:07:52.937805Z", - "shell.execute_reply": "2023-12-27T05:07:52.937112Z" + "iopub.execute_input": "2023-12-28T05:07:48.815786Z", + "iopub.status.busy": "2023-12-28T05:07:48.815394Z", + "iopub.status.idle": "2023-12-28T05:07:49.096865Z", + "shell.execute_reply": "2023-12-28T05:07:49.096046Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.940492Z", - "iopub.status.busy": "2023-12-27T05:07:52.940021Z", - "iopub.status.idle": "2023-12-27T05:07:52.945541Z", - "shell.execute_reply": "2023-12-27T05:07:52.945033Z" + "iopub.execute_input": "2023-12-28T05:07:49.099751Z", + "iopub.status.busy": "2023-12-28T05:07:49.099281Z", + "iopub.status.idle": "2023-12-28T05:07:49.105376Z", + "shell.execute_reply": "2023-12-28T05:07:49.104833Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64772.0\n", + "hits -64788.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.947984Z", - "iopub.status.busy": "2023-12-27T05:07:52.947613Z", - "iopub.status.idle": "2023-12-27T05:07:52.952343Z", - "shell.execute_reply": "2023-12-27T05:07:52.951739Z" + "iopub.execute_input": "2023-12-28T05:07:49.107956Z", + "iopub.status.busy": "2023-12-28T05:07:49.107580Z", + "iopub.status.idle": "2023-12-28T05:07:49.112485Z", + "shell.execute_reply": "2023-12-28T05:07:49.111826Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.225883\n", + "hits -19.224926\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.954782Z", - "iopub.status.busy": "2023-12-27T05:07:52.954390Z", - "iopub.status.idle": "2023-12-27T05:07:52.957609Z", - "shell.execute_reply": "2023-12-27T05:07:52.957052Z" + "iopub.execute_input": "2023-12-28T05:07:49.114852Z", + "iopub.status.busy": "2023-12-28T05:07:49.114500Z", + "iopub.status.idle": "2023-12-28T05:07:49.117907Z", + "shell.execute_reply": "2023-12-28T05:07:49.117279Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:52.959951Z", - "iopub.status.busy": "2023-12-27T05:07:52.959578Z", - "iopub.status.idle": "2023-12-27T05:07:53.254642Z", - "shell.execute_reply": "2023-12-27T05:07:53.254093Z" + "iopub.execute_input": "2023-12-28T05:07:49.120210Z", + "iopub.status.busy": "2023-12-28T05:07:49.119904Z", + "iopub.status.idle": "2023-12-28T05:07:49.455555Z", + "shell.execute_reply": "2023-12-28T05:07:49.454806Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:53.257313Z", - "iopub.status.busy": "2023-12-27T05:07:53.256891Z", - "iopub.status.idle": "2023-12-27T05:07:53.263540Z", - "shell.execute_reply": "2023-12-27T05:07:53.262996Z" + "iopub.execute_input": "2023-12-28T05:07:49.458479Z", + "iopub.status.busy": "2023-12-28T05:07:49.458010Z", + "iopub.status.idle": "2023-12-28T05:07:49.465355Z", + "shell.execute_reply": "2023-12-28T05:07:49.464750Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3287\n", + "False 3288\n", "True 82\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:53.265914Z", - "iopub.status.busy": "2023-12-27T05:07:53.265504Z", - "iopub.status.idle": "2023-12-27T05:07:53.269372Z", - "shell.execute_reply": "2023-12-27T05:07:53.268828Z" + "iopub.execute_input": "2023-12-28T05:07:49.467792Z", + "iopub.status.busy": "2023-12-28T05:07:49.467419Z", + "iopub.status.idle": "2023-12-28T05:07:49.471431Z", + "shell.execute_reply": "2023-12-28T05:07:49.470804Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-12-27T05:07:53.271863Z", - "iopub.status.busy": "2023-12-27T05:07:53.271493Z", - "iopub.status.idle": "2023-12-27T05:07:53.494728Z", - "shell.execute_reply": "2023-12-27T05:07:53.494014Z" + "iopub.execute_input": "2023-12-28T05:07:49.473900Z", + "iopub.status.busy": "2023-12-28T05:07:49.473519Z", + "iopub.status.idle": "2023-12-28T05:07:49.698042Z", + "shell.execute_reply": "2023-12-28T05:07:49.697330Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 1851903..0192145 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2123,3 +2123,4 @@ date,hits 2023-12-25,1068 2023-12-26,1080 2023-12-27,1076 +2023-12-28,1060