From d0552a27f6b804be98d146e8987ecf9bc7e3335a Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Mon, 15 Jan 2024 05:07:59 +0000 Subject: [PATCH] Update for 2024-01-15 --- estimate.ipynb | 160 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 81 insertions(+), 80 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 237b0b8..9846761 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:54.140265Z", - "iopub.status.busy": "2024-01-14T05:07:54.140070Z", - "iopub.status.idle": "2024-01-14T05:07:54.149485Z", - "shell.execute_reply": "2024-01-14T05:07:54.148853Z" + "iopub.execute_input": "2024-01-15T05:07:57.294637Z", + "iopub.status.busy": "2024-01-15T05:07:57.294435Z", + "iopub.status.idle": "2024-01-15T05:07:57.303846Z", + "shell.execute_reply": "2024-01-15T05:07:57.303225Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:54.185783Z", - "iopub.status.busy": "2024-01-14T05:07:54.185274Z", - "iopub.status.idle": "2024-01-14T05:07:56.839765Z", - "shell.execute_reply": "2024-01-14T05:07:56.839061Z" + "iopub.execute_input": "2024-01-15T05:07:57.340758Z", + "iopub.status.busy": "2024-01-15T05:07:57.340243Z", + "iopub.status.idle": "2024-01-15T05:07:57.964364Z", + "shell.execute_reply": "2024-01-15T05:07:57.963722Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:56.842792Z", - "iopub.status.busy": "2024-01-14T05:07:56.842343Z", - "iopub.status.idle": "2024-01-14T05:07:57.186904Z", - "shell.execute_reply": "2024-01-14T05:07:57.186220Z" + "iopub.execute_input": "2024-01-15T05:07:57.967269Z", + "iopub.status.busy": "2024-01-15T05:07:57.966755Z", + "iopub.status.idle": "2024-01-15T05:07:58.179989Z", + "shell.execute_reply": "2024-01-15T05:07:58.179284Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.190013Z", - "iopub.status.busy": "2024-01-14T05:07:57.189604Z", - "iopub.status.idle": "2024-01-14T05:07:57.192959Z", - "shell.execute_reply": "2024-01-14T05:07:57.192392Z" + "iopub.execute_input": "2024-01-15T05:07:58.182777Z", + "iopub.status.busy": "2024-01-15T05:07:58.182562Z", + "iopub.status.idle": "2024-01-15T05:07:58.185960Z", + "shell.execute_reply": "2024-01-15T05:07:58.185422Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.195098Z", - "iopub.status.busy": "2024-01-14T05:07:57.194912Z", - "iopub.status.idle": "2024-01-14T05:07:57.198725Z", - "shell.execute_reply": "2024-01-14T05:07:57.198108Z" + "iopub.execute_input": "2024-01-15T05:07:58.188422Z", + "iopub.status.busy": "2024-01-15T05:07:58.187976Z", + "iopub.status.idle": "2024-01-15T05:07:58.191524Z", + "shell.execute_reply": "2024-01-15T05:07:58.190901Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-01-14 05:07:57.195802 UTC\n" + "This notebook was last rendered at 2024-01-15 05:07:58.189085 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.201137Z", - "iopub.status.busy": "2024-01-14T05:07:57.200769Z", - "iopub.status.idle": "2024-01-14T05:07:57.210184Z", - "shell.execute_reply": "2024-01-14T05:07:57.209682Z" + "iopub.execute_input": "2024-01-15T05:07:58.193959Z", + "iopub.status.busy": "2024-01-15T05:07:58.193590Z", + "iopub.status.idle": "2024-01-15T05:07:58.203355Z", + "shell.execute_reply": "2024-01-15T05:07:58.202855Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.212538Z", - "iopub.status.busy": "2024-01-14T05:07:57.212162Z", - "iopub.status.idle": "2024-01-14T05:07:57.218647Z", - "shell.execute_reply": "2024-01-14T05:07:57.218095Z" + "iopub.execute_input": "2024-01-15T05:07:58.205764Z", + "iopub.status.busy": "2024-01-15T05:07:58.205283Z", + "iopub.status.idle": "2024-01-15T05:07:58.211549Z", + "shell.execute_reply": "2024-01-15T05:07:58.211036Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-01-12\n", - " 1024\n", - " \n", - " \n", " 2024-01-13\n", " 1060\n", " \n", @@ -250,6 +246,10 @@ " 2024-01-14\n", " 816\n", " \n", + " \n", + " 2024-01-15\n", + " 776\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-01-12 1024\n", "2024-01-13 1060\n", - "2024-01-14 816" + "2024-01-14 816\n", + "2024-01-15 776" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.221006Z", - "iopub.status.busy": "2024-01-14T05:07:57.220629Z", - "iopub.status.idle": "2024-01-14T05:07:57.224002Z", - "shell.execute_reply": "2024-01-14T05:07:57.223414Z" + "iopub.execute_input": "2024-01-15T05:07:58.213733Z", + "iopub.status.busy": "2024-01-15T05:07:58.213538Z", + "iopub.status.idle": "2024-01-15T05:07:58.217032Z", + "shell.execute_reply": "2024-01-15T05:07:58.216505Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.226172Z", - "iopub.status.busy": "2024-01-14T05:07:57.225976Z", - "iopub.status.idle": "2024-01-14T05:07:57.229457Z", - "shell.execute_reply": "2024-01-14T05:07:57.228838Z" + "iopub.execute_input": "2024-01-15T05:07:58.219280Z", + "iopub.status.busy": "2024-01-15T05:07:58.218915Z", + "iopub.status.idle": "2024-01-15T05:07:58.222279Z", + "shell.execute_reply": "2024-01-15T05:07:58.221752Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.232042Z", - "iopub.status.busy": "2024-01-14T05:07:57.231552Z", - "iopub.status.idle": "2024-01-14T05:07:57.513786Z", - "shell.execute_reply": "2024-01-14T05:07:57.513122Z" + "iopub.execute_input": "2024-01-15T05:07:58.224593Z", + "iopub.status.busy": "2024-01-15T05:07:58.224241Z", + "iopub.status.idle": "2024-01-15T05:07:58.506394Z", + "shell.execute_reply": "2024-01-15T05:07:58.505644Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.516395Z", - "iopub.status.busy": "2024-01-14T05:07:57.516025Z", - "iopub.status.idle": "2024-01-14T05:07:57.521724Z", - "shell.execute_reply": "2024-01-14T05:07:57.521179Z" + "iopub.execute_input": "2024-01-15T05:07:58.509131Z", + "iopub.status.busy": "2024-01-15T05:07:58.508725Z", + "iopub.status.idle": "2024-01-15T05:07:58.514329Z", + "shell.execute_reply": "2024-01-15T05:07:58.513811Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -65032.0\n", + "hits -65072.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.524163Z", - "iopub.status.busy": "2024-01-14T05:07:57.523721Z", - "iopub.status.idle": "2024-01-14T05:07:57.528634Z", - "shell.execute_reply": "2024-01-14T05:07:57.527998Z" + "iopub.execute_input": "2024-01-15T05:07:58.516774Z", + "iopub.status.busy": "2024-01-15T05:07:58.516358Z", + "iopub.status.idle": "2024-01-15T05:07:58.521142Z", + "shell.execute_reply": "2024-01-15T05:07:58.520524Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.200472\n", + "hits -19.206612\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.531029Z", - "iopub.status.busy": "2024-01-14T05:07:57.530668Z", - "iopub.status.idle": "2024-01-14T05:07:57.534056Z", - "shell.execute_reply": "2024-01-14T05:07:57.533411Z" + "iopub.execute_input": "2024-01-15T05:07:58.523384Z", + "iopub.status.busy": "2024-01-15T05:07:58.523186Z", + "iopub.status.idle": "2024-01-15T05:07:58.526558Z", + "shell.execute_reply": "2024-01-15T05:07:58.526009Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.536438Z", - "iopub.status.busy": "2024-01-14T05:07:57.536073Z", - "iopub.status.idle": "2024-01-14T05:07:57.862340Z", - "shell.execute_reply": "2024-01-14T05:07:57.861673Z" + "iopub.execute_input": "2024-01-15T05:07:58.528966Z", + "iopub.status.busy": "2024-01-15T05:07:58.528496Z", + "iopub.status.idle": "2024-01-15T05:07:58.853148Z", + "shell.execute_reply": "2024-01-15T05:07:58.852482Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.864768Z", - "iopub.status.busy": "2024-01-14T05:07:57.864565Z", - "iopub.status.idle": "2024-01-14T05:07:57.871405Z", - "shell.execute_reply": "2024-01-14T05:07:57.870741Z" + "iopub.execute_input": "2024-01-15T05:07:58.855918Z", + "iopub.status.busy": "2024-01-15T05:07:58.855516Z", + "iopub.status.idle": "2024-01-15T05:07:58.862672Z", + "shell.execute_reply": "2024-01-15T05:07:58.862053Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3304\n", + "False 3305\n", "True 83\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.873848Z", - "iopub.status.busy": "2024-01-14T05:07:57.873460Z", - "iopub.status.idle": "2024-01-14T05:07:57.877223Z", - "shell.execute_reply": "2024-01-14T05:07:57.876646Z" + "iopub.execute_input": "2024-01-15T05:07:58.865095Z", + "iopub.status.busy": "2024-01-15T05:07:58.864894Z", + "iopub.status.idle": "2024-01-15T05:07:58.868690Z", + "shell.execute_reply": "2024-01-15T05:07:58.868096Z" } }, "outputs": [], @@ -589,10 +589,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-01-14T05:07:57.879569Z", - "iopub.status.busy": "2024-01-14T05:07:57.879155Z", - "iopub.status.idle": "2024-01-14T05:07:58.127832Z", - "shell.execute_reply": "2024-01-14T05:07:58.127138Z" + "iopub.execute_input": "2024-01-15T05:07:58.871081Z", + "iopub.status.busy": "2024-01-15T05:07:58.870712Z", + "iopub.status.idle": "2024-01-15T05:07:59.091346Z", + "shell.execute_reply": "2024-01-15T05:07:59.090598Z" } }, "outputs": [ diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 965b6cb..c8615a8 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2141,3 +2141,4 @@ date,hits 2024-01-12,1024 2024-01-13,1060 2024-01-14,816 +2024-01-15,776