From adbdb342c9ec1a5155481ab2b3e18c01b27045be Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sat, 9 Mar 2024 05:08:49 +0000 Subject: [PATCH] Update for 2024-03-09 --- estimate.ipynb | 160 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 81 insertions(+), 80 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 4d4537a..9211e23 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:16.308014Z", - "iopub.status.busy": "2024-03-08T05:08:16.307813Z", - "iopub.status.idle": "2024-03-08T05:08:16.318194Z", - "shell.execute_reply": "2024-03-08T05:08:16.317493Z" + "iopub.execute_input": "2024-03-09T05:08:47.230367Z", + "iopub.status.busy": "2024-03-09T05:08:47.230172Z", + "iopub.status.idle": "2024-03-09T05:08:47.240208Z", + "shell.execute_reply": "2024-03-09T05:08:47.239605Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:16.353622Z", - "iopub.status.busy": "2024-03-08T05:08:16.353411Z", - "iopub.status.idle": "2024-03-08T05:08:16.921639Z", - "shell.execute_reply": "2024-03-08T05:08:16.921020Z" + "iopub.execute_input": "2024-03-09T05:08:47.275737Z", + "iopub.status.busy": "2024-03-09T05:08:47.275218Z", + "iopub.status.idle": "2024-03-09T05:08:47.919541Z", + "shell.execute_reply": "2024-03-09T05:08:47.918812Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:16.924532Z", - "iopub.status.busy": "2024-03-08T05:08:16.924112Z", - "iopub.status.idle": "2024-03-08T05:08:17.137772Z", - "shell.execute_reply": "2024-03-08T05:08:17.137215Z" + "iopub.execute_input": "2024-03-09T05:08:47.922563Z", + "iopub.status.busy": "2024-03-09T05:08:47.922055Z", + "iopub.status.idle": "2024-03-09T05:08:48.134988Z", + "shell.execute_reply": "2024-03-09T05:08:48.134368Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.140841Z", - "iopub.status.busy": "2024-03-08T05:08:17.140229Z", - "iopub.status.idle": "2024-03-08T05:08:17.143707Z", - "shell.execute_reply": "2024-03-08T05:08:17.143085Z" + "iopub.execute_input": "2024-03-09T05:08:48.137857Z", + "iopub.status.busy": "2024-03-09T05:08:48.137411Z", + "iopub.status.idle": "2024-03-09T05:08:48.140571Z", + "shell.execute_reply": "2024-03-09T05:08:48.140014Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.146240Z", - "iopub.status.busy": "2024-03-08T05:08:17.145757Z", - "iopub.status.idle": "2024-03-08T05:08:17.149302Z", - "shell.execute_reply": "2024-03-08T05:08:17.148708Z" + "iopub.execute_input": "2024-03-09T05:08:48.142917Z", + "iopub.status.busy": "2024-03-09T05:08:48.142572Z", + "iopub.status.idle": "2024-03-09T05:08:48.145875Z", + "shell.execute_reply": "2024-03-09T05:08:48.145240Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-03-08 05:08:17.146898 UTC\n" + "This notebook was last rendered at 2024-03-09 05:08:48.143557 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.151733Z", - "iopub.status.busy": "2024-03-08T05:08:17.151356Z", - "iopub.status.idle": "2024-03-08T05:08:17.161479Z", - "shell.execute_reply": "2024-03-08T05:08:17.160992Z" + "iopub.execute_input": "2024-03-09T05:08:48.148287Z", + "iopub.status.busy": "2024-03-09T05:08:48.147919Z", + "iopub.status.idle": "2024-03-09T05:08:48.157771Z", + "shell.execute_reply": "2024-03-09T05:08:48.157289Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.163766Z", - "iopub.status.busy": "2024-03-08T05:08:17.163401Z", - "iopub.status.idle": "2024-03-08T05:08:17.169736Z", - "shell.execute_reply": "2024-03-08T05:08:17.169142Z" + "iopub.execute_input": "2024-03-09T05:08:48.160172Z", + "iopub.status.busy": "2024-03-09T05:08:48.159798Z", + "iopub.status.idle": "2024-03-09T05:08:48.165825Z", + "shell.execute_reply": "2024-03-09T05:08:48.165283Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-03-06\n", - " 908\n", - " \n", - " \n", " 2024-03-07\n", " 996\n", " \n", @@ -250,6 +246,10 @@ " 2024-03-08\n", " 896\n", " \n", + " \n", + " 2024-03-09\n", + " 896\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-03-06 908\n", "2024-03-07 996\n", - "2024-03-08 896" + "2024-03-08 896\n", + "2024-03-09 896" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.172180Z", - "iopub.status.busy": "2024-03-08T05:08:17.171839Z", - "iopub.status.idle": "2024-03-08T05:08:17.175232Z", - "shell.execute_reply": "2024-03-08T05:08:17.174705Z" + "iopub.execute_input": "2024-03-09T05:08:48.168214Z", + "iopub.status.busy": "2024-03-09T05:08:48.167854Z", + "iopub.status.idle": "2024-03-09T05:08:48.171019Z", + "shell.execute_reply": "2024-03-09T05:08:48.170482Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.177577Z", - "iopub.status.busy": "2024-03-08T05:08:17.177212Z", - "iopub.status.idle": "2024-03-08T05:08:17.180525Z", - "shell.execute_reply": "2024-03-08T05:08:17.179919Z" + "iopub.execute_input": "2024-03-09T05:08:48.173361Z", + "iopub.status.busy": "2024-03-09T05:08:48.173019Z", + "iopub.status.idle": "2024-03-09T05:08:48.176101Z", + "shell.execute_reply": "2024-03-09T05:08:48.175601Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.183118Z", - "iopub.status.busy": "2024-03-08T05:08:17.182769Z", - "iopub.status.idle": "2024-03-08T05:08:17.464765Z", - "shell.execute_reply": "2024-03-08T05:08:17.464228Z" + "iopub.execute_input": "2024-03-09T05:08:48.178516Z", + "iopub.status.busy": "2024-03-09T05:08:48.178085Z", + "iopub.status.idle": "2024-03-09T05:08:48.457660Z", + "shell.execute_reply": "2024-03-09T05:08:48.457043Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.467461Z", - "iopub.status.busy": "2024-03-08T05:08:17.467074Z", - "iopub.status.idle": "2024-03-08T05:08:17.472782Z", - "shell.execute_reply": "2024-03-08T05:08:17.472153Z" + "iopub.execute_input": "2024-03-09T05:08:48.460264Z", + "iopub.status.busy": "2024-03-09T05:08:48.459950Z", + "iopub.status.idle": "2024-03-09T05:08:48.465494Z", + "shell.execute_reply": "2024-03-09T05:08:48.464868Z" }, "urth": { "dashboard": { @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.475179Z", - "iopub.status.busy": "2024-03-08T05:08:17.474820Z", - "iopub.status.idle": "2024-03-08T05:08:17.479491Z", - "shell.execute_reply": "2024-03-08T05:08:17.478863Z" + "iopub.execute_input": "2024-03-09T05:08:48.467876Z", + "iopub.status.busy": "2024-03-09T05:08:48.467678Z", + "iopub.status.idle": "2024-03-09T05:08:48.472477Z", + "shell.execute_reply": "2024-03-09T05:08:48.471830Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.875908\n", + "hits -18.870424\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.482078Z", - "iopub.status.busy": "2024-03-08T05:08:17.481617Z", - "iopub.status.idle": "2024-03-08T05:08:17.484977Z", - "shell.execute_reply": "2024-03-08T05:08:17.484353Z" + "iopub.execute_input": "2024-03-09T05:08:48.475013Z", + "iopub.status.busy": "2024-03-09T05:08:48.474512Z", + "iopub.status.idle": "2024-03-09T05:08:48.477839Z", + "shell.execute_reply": "2024-03-09T05:08:48.477317Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.487482Z", - "iopub.status.busy": "2024-03-08T05:08:17.487110Z", - "iopub.status.idle": "2024-03-08T05:08:17.813543Z", - "shell.execute_reply": "2024-03-08T05:08:17.812867Z" + "iopub.execute_input": "2024-03-09T05:08:48.480163Z", + "iopub.status.busy": "2024-03-09T05:08:48.479817Z", + "iopub.status.idle": "2024-03-09T05:08:48.803679Z", + "shell.execute_reply": "2024-03-09T05:08:48.803014Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.816235Z", - "iopub.status.busy": "2024-03-08T05:08:17.815852Z", - "iopub.status.idle": "2024-03-08T05:08:17.822526Z", - "shell.execute_reply": "2024-03-08T05:08:17.821831Z" + "iopub.execute_input": "2024-03-09T05:08:48.806191Z", + "iopub.status.busy": "2024-03-09T05:08:48.805867Z", + "iopub.status.idle": "2024-03-09T05:08:48.812684Z", + "shell.execute_reply": "2024-03-09T05:08:48.812150Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3352\n", + "False 3353\n", "True 89\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.824984Z", - "iopub.status.busy": "2024-03-08T05:08:17.824633Z", - "iopub.status.idle": "2024-03-08T05:08:17.828485Z", - "shell.execute_reply": "2024-03-08T05:08:17.827867Z" + "iopub.execute_input": "2024-03-09T05:08:48.815146Z", + "iopub.status.busy": "2024-03-09T05:08:48.814775Z", + "iopub.status.idle": "2024-03-09T05:08:48.818434Z", + "shell.execute_reply": "2024-03-09T05:08:48.817875Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-03-08T05:08:17.831053Z", - "iopub.status.busy": "2024-03-08T05:08:17.830680Z", - "iopub.status.idle": "2024-03-08T05:08:18.080339Z", - "shell.execute_reply": "2024-03-08T05:08:18.079671Z" + "iopub.execute_input": "2024-03-09T05:08:48.820580Z", + "iopub.status.busy": "2024-03-09T05:08:48.820380Z", + "iopub.status.idle": "2024-03-09T05:08:49.069449Z", + "shell.execute_reply": "2024-03-09T05:08:49.068839Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 244b85a..bf1be1a 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2195,3 +2195,4 @@ date,hits 2024-03-06,908 2024-03-07,996 2024-03-08,896 +2024-03-09,896