From 25bbd8819c43e3db19bf6f6e344a7de39bff0088 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 3 Jan 2024 05:07:54 +0000 Subject: [PATCH] Update for 2024-01-03 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 95e10b6..9882a9c 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:07:58.570759Z", - "iopub.status.busy": "2024-01-02T05:07:58.570558Z", - "iopub.status.idle": "2024-01-02T05:07:58.579941Z", - "shell.execute_reply": "2024-01-02T05:07:58.579272Z" + "iopub.execute_input": "2024-01-03T05:07:52.436233Z", + "iopub.status.busy": "2024-01-03T05:07:52.435768Z", + "iopub.status.idle": "2024-01-03T05:07:52.445276Z", + "shell.execute_reply": "2024-01-03T05:07:52.444652Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:07:58.616699Z", - "iopub.status.busy": "2024-01-02T05:07:58.616116Z", - "iopub.status.idle": "2024-01-02T05:08:00.598712Z", - "shell.execute_reply": "2024-01-02T05:08:00.598061Z" + "iopub.execute_input": "2024-01-03T05:07:52.481025Z", + "iopub.status.busy": "2024-01-03T05:07:52.480511Z", + "iopub.status.idle": "2024-01-03T05:07:53.091404Z", + "shell.execute_reply": "2024-01-03T05:07:53.090691Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.601709Z", - "iopub.status.busy": "2024-01-02T05:08:00.601250Z", - "iopub.status.idle": "2024-01-02T05:08:00.905082Z", - "shell.execute_reply": "2024-01-02T05:08:00.904459Z" + "iopub.execute_input": "2024-01-03T05:07:53.094247Z", + "iopub.status.busy": "2024-01-03T05:07:53.093949Z", + "iopub.status.idle": "2024-01-03T05:07:53.308894Z", + "shell.execute_reply": "2024-01-03T05:07:53.308183Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.908176Z", - "iopub.status.busy": "2024-01-02T05:08:00.907687Z", - "iopub.status.idle": "2024-01-02T05:08:00.911225Z", - "shell.execute_reply": "2024-01-02T05:08:00.910661Z" + "iopub.execute_input": "2024-01-03T05:07:53.311808Z", + "iopub.status.busy": "2024-01-03T05:07:53.311585Z", + "iopub.status.idle": "2024-01-03T05:07:53.314971Z", + "shell.execute_reply": "2024-01-03T05:07:53.314434Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.913672Z", - "iopub.status.busy": "2024-01-02T05:08:00.913310Z", - "iopub.status.idle": "2024-01-02T05:08:00.917131Z", - "shell.execute_reply": "2024-01-02T05:08:00.916481Z" + "iopub.execute_input": "2024-01-03T05:07:53.317412Z", + "iopub.status.busy": "2024-01-03T05:07:53.317053Z", + "iopub.status.idle": "2024-01-03T05:07:53.320502Z", + "shell.execute_reply": "2024-01-03T05:07:53.319873Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-01-02 05:08:00.914359 UTC\n" + "This notebook was last rendered at 2024-01-03 05:07:53.318103 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.919541Z", - "iopub.status.busy": "2024-01-02T05:08:00.919177Z", - "iopub.status.idle": "2024-01-02T05:08:00.929265Z", - "shell.execute_reply": "2024-01-02T05:08:00.928625Z" + "iopub.execute_input": "2024-01-03T05:07:53.322955Z", + "iopub.status.busy": "2024-01-03T05:07:53.322591Z", + "iopub.status.idle": "2024-01-03T05:07:53.331967Z", + "shell.execute_reply": "2024-01-03T05:07:53.331457Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.931972Z", - "iopub.status.busy": "2024-01-02T05:08:00.931608Z", - "iopub.status.idle": "2024-01-02T05:08:00.938027Z", - "shell.execute_reply": "2024-01-02T05:08:00.937447Z" + "iopub.execute_input": "2024-01-03T05:07:53.334280Z", + "iopub.status.busy": "2024-01-03T05:07:53.333879Z", + "iopub.status.idle": "2024-01-03T05:07:53.340448Z", + "shell.execute_reply": "2024-01-03T05:07:53.339913Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2023-12-31\n", - " 1144\n", - " \n", - " \n", " 2024-01-01\n", " 924\n", " \n", @@ -250,6 +246,10 @@ " 2024-01-02\n", " 1060\n", " \n", + " \n", + " 2024-01-03\n", + " 1092\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2023-12-31 1144\n", "2024-01-01 924\n", - "2024-01-02 1060" + "2024-01-02 1060\n", + "2024-01-03 1092" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.940255Z", - "iopub.status.busy": "2024-01-02T05:08:00.940058Z", - "iopub.status.idle": "2024-01-02T05:08:00.943647Z", - "shell.execute_reply": "2024-01-02T05:08:00.942999Z" + "iopub.execute_input": "2024-01-03T05:07:53.342938Z", + "iopub.status.busy": "2024-01-03T05:07:53.342572Z", + "iopub.status.idle": "2024-01-03T05:07:53.345969Z", + "shell.execute_reply": "2024-01-03T05:07:53.345412Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.946042Z", - "iopub.status.busy": "2024-01-02T05:08:00.945688Z", - "iopub.status.idle": "2024-01-02T05:08:00.949260Z", - "shell.execute_reply": "2024-01-02T05:08:00.948597Z" + "iopub.execute_input": "2024-01-03T05:07:53.348416Z", + "iopub.status.busy": "2024-01-03T05:07:53.348016Z", + "iopub.status.idle": "2024-01-03T05:07:53.351276Z", + "shell.execute_reply": "2024-01-03T05:07:53.350771Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:00.951768Z", - "iopub.status.busy": "2024-01-02T05:08:00.951418Z", - "iopub.status.idle": "2024-01-02T05:08:01.236959Z", - "shell.execute_reply": "2024-01-02T05:08:01.236265Z" + "iopub.execute_input": "2024-01-03T05:07:53.353486Z", + "iopub.status.busy": "2024-01-03T05:07:53.353289Z", + "iopub.status.idle": "2024-01-03T05:07:53.635807Z", + "shell.execute_reply": "2024-01-03T05:07:53.635083Z" } }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:01.239821Z", - "iopub.status.busy": "2024-01-02T05:08:01.239437Z", - "iopub.status.idle": "2024-01-02T05:08:01.245091Z", - "shell.execute_reply": "2024-01-02T05:08:01.244485Z" + "iopub.execute_input": "2024-01-03T05:07:53.638482Z", + "iopub.status.busy": "2024-01-03T05:07:53.638108Z", + "iopub.status.idle": "2024-01-03T05:07:53.643795Z", + "shell.execute_reply": "2024-01-03T05:07:53.643131Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64788.0\n", + "hits -64756.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:01.247536Z", - "iopub.status.busy": "2024-01-02T05:08:01.247150Z", - "iopub.status.idle": "2024-01-02T05:08:01.252044Z", - "shell.execute_reply": "2024-01-02T05:08:01.251493Z" + "iopub.execute_input": "2024-01-03T05:07:53.646276Z", + "iopub.status.busy": "2024-01-03T05:07:53.645894Z", + "iopub.status.idle": "2024-01-03T05:07:53.650672Z", + "shell.execute_reply": "2024-01-03T05:07:53.650005Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.196444\n", + "hits -19.18128\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:01.254550Z", - "iopub.status.busy": "2024-01-02T05:08:01.254190Z", - "iopub.status.idle": "2024-01-02T05:08:01.257523Z", - "shell.execute_reply": "2024-01-02T05:08:01.256860Z" + "iopub.execute_input": "2024-01-03T05:07:53.653096Z", + "iopub.status.busy": "2024-01-03T05:07:53.652735Z", + "iopub.status.idle": "2024-01-03T05:07:53.656140Z", + "shell.execute_reply": "2024-01-03T05:07:53.655469Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:01.259865Z", - "iopub.status.busy": "2024-01-02T05:08:01.259659Z", - "iopub.status.idle": "2024-01-02T05:08:01.559048Z", - "shell.execute_reply": "2024-01-02T05:08:01.558368Z" + "iopub.execute_input": "2024-01-03T05:07:53.658531Z", + "iopub.status.busy": "2024-01-03T05:07:53.658170Z", + "iopub.status.idle": "2024-01-03T05:07:53.950875Z", + "shell.execute_reply": "2024-01-03T05:07:53.950219Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:01.561746Z", - "iopub.status.busy": "2024-01-02T05:08:01.561358Z", - "iopub.status.idle": "2024-01-02T05:08:01.568425Z", - "shell.execute_reply": "2024-01-02T05:08:01.567847Z" + "iopub.execute_input": "2024-01-03T05:07:53.953481Z", + "iopub.status.busy": "2024-01-03T05:07:53.953117Z", + "iopub.status.idle": "2024-01-03T05:07:53.959923Z", + "shell.execute_reply": "2024-01-03T05:07:53.959309Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3293\n", + "False 3294\n", "True 82\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:01.570883Z", - "iopub.status.busy": "2024-01-02T05:08:01.570524Z", - "iopub.status.idle": "2024-01-02T05:08:01.574453Z", - "shell.execute_reply": "2024-01-02T05:08:01.573815Z" + "iopub.execute_input": "2024-01-03T05:07:53.962167Z", + "iopub.status.busy": "2024-01-03T05:07:53.961954Z", + "iopub.status.idle": "2024-01-03T05:07:53.965907Z", + "shell.execute_reply": "2024-01-03T05:07:53.965287Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-01-02T05:08:01.576977Z", - "iopub.status.busy": "2024-01-02T05:08:01.576596Z", - "iopub.status.idle": "2024-01-02T05:08:01.802361Z", - "shell.execute_reply": "2024-01-02T05:08:01.801670Z" + "iopub.execute_input": "2024-01-03T05:07:53.968397Z", + "iopub.status.busy": "2024-01-03T05:07:53.968048Z", + "iopub.status.idle": "2024-01-03T05:07:54.227207Z", + "shell.execute_reply": "2024-01-03T05:07:54.226507Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 5d4feb4..99d59f8 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2129,3 +2129,4 @@ date,hits 2023-12-31,1144 2024-01-01,924 2024-01-02,1060 +2024-01-03,1092