From dcb02c8f7022cb57c11861b7b6068ff042650d78 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sun, 25 Feb 2024 05:07:54 +0000 Subject: [PATCH] Update for 2024-02-25 --- estimate.ipynb | 168 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 85 insertions(+), 84 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 1948292..987581a 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:07.352416Z", - "iopub.status.busy": "2024-02-24T05:08:07.352221Z", - "iopub.status.idle": "2024-02-24T05:08:07.362287Z", - "shell.execute_reply": "2024-02-24T05:08:07.361621Z" + "iopub.execute_input": "2024-02-25T05:07:51.908804Z", + "iopub.status.busy": "2024-02-25T05:07:51.908417Z", + "iopub.status.idle": "2024-02-25T05:07:51.918213Z", + "shell.execute_reply": "2024-02-25T05:07:51.917620Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:07.398908Z", - "iopub.status.busy": "2024-02-24T05:08:07.398524Z", - "iopub.status.idle": "2024-02-24T05:08:09.639236Z", - "shell.execute_reply": "2024-02-24T05:08:09.638541Z" + "iopub.execute_input": "2024-02-25T05:07:51.953625Z", + "iopub.status.busy": "2024-02-25T05:07:51.953255Z", + "iopub.status.idle": "2024-02-25T05:07:53.369215Z", + "shell.execute_reply": "2024-02-25T05:07:53.368606Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.641956Z", - "iopub.status.busy": "2024-02-24T05:08:09.641704Z", - "iopub.status.idle": "2024-02-24T05:08:09.895711Z", - "shell.execute_reply": "2024-02-24T05:08:09.895013Z" + "iopub.execute_input": "2024-02-25T05:07:53.371894Z", + "iopub.status.busy": "2024-02-25T05:07:53.371600Z", + "iopub.status.idle": "2024-02-25T05:07:53.722713Z", + "shell.execute_reply": "2024-02-25T05:07:53.722112Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.898619Z", - "iopub.status.busy": "2024-02-24T05:08:09.898342Z", - "iopub.status.idle": "2024-02-24T05:08:09.901710Z", - "shell.execute_reply": "2024-02-24T05:08:09.901109Z" + "iopub.execute_input": "2024-02-25T05:07:53.725424Z", + "iopub.status.busy": "2024-02-25T05:07:53.725155Z", + "iopub.status.idle": "2024-02-25T05:07:53.728461Z", + "shell.execute_reply": "2024-02-25T05:07:53.727928Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.903986Z", - "iopub.status.busy": "2024-02-24T05:08:09.903625Z", - "iopub.status.idle": "2024-02-24T05:08:09.907096Z", - "shell.execute_reply": "2024-02-24T05:08:09.906489Z" + "iopub.execute_input": "2024-02-25T05:07:53.730851Z", + "iopub.status.busy": "2024-02-25T05:07:53.730483Z", + "iopub.status.idle": "2024-02-25T05:07:53.733865Z", + "shell.execute_reply": "2024-02-25T05:07:53.733252Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-02-24 05:08:09.904654 UTC\n" + "This notebook was last rendered at 2024-02-25 05:07:53.731500 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.909423Z", - "iopub.status.busy": "2024-02-24T05:08:09.909043Z", - "iopub.status.idle": "2024-02-24T05:08:09.918574Z", - "shell.execute_reply": "2024-02-24T05:08:09.918084Z" + "iopub.execute_input": "2024-02-25T05:07:53.736076Z", + "iopub.status.busy": "2024-02-25T05:07:53.735877Z", + "iopub.status.idle": "2024-02-25T05:07:53.745494Z", + "shell.execute_reply": "2024-02-25T05:07:53.745004Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.920954Z", - "iopub.status.busy": "2024-02-24T05:08:09.920591Z", - "iopub.status.idle": "2024-02-24T05:08:09.926768Z", - "shell.execute_reply": "2024-02-24T05:08:09.926228Z" + "iopub.execute_input": "2024-02-25T05:07:53.747625Z", + "iopub.status.busy": "2024-02-25T05:07:53.747435Z", + "iopub.status.idle": "2024-02-25T05:07:53.753674Z", + "shell.execute_reply": "2024-02-25T05:07:53.753130Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-02-22\n", - " 30000\n", - " \n", - " \n", " 2024-02-23\n", " 1104\n", " \n", @@ -250,16 +246,20 @@ " 2024-02-24\n", " 948\n", " \n", + " \n", + " 2024-02-25\n", + " 888\n", + " \n", " \n", "\n", "" ], "text/plain": [ - " hits\n", - "date \n", - "2024-02-22 30000\n", - "2024-02-23 1104\n", - "2024-02-24 948" + " hits\n", + "date \n", + "2024-02-23 1104\n", + "2024-02-24 948\n", + "2024-02-25 888" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.929132Z", - "iopub.status.busy": "2024-02-24T05:08:09.928769Z", - "iopub.status.idle": "2024-02-24T05:08:09.931997Z", - "shell.execute_reply": "2024-02-24T05:08:09.931427Z" + "iopub.execute_input": "2024-02-25T05:07:53.755960Z", + "iopub.status.busy": "2024-02-25T05:07:53.755595Z", + "iopub.status.idle": "2024-02-25T05:07:53.758981Z", + "shell.execute_reply": "2024-02-25T05:07:53.758449Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.934237Z", - "iopub.status.busy": "2024-02-24T05:08:09.933866Z", - "iopub.status.idle": "2024-02-24T05:08:09.937204Z", - "shell.execute_reply": "2024-02-24T05:08:09.936684Z" + "iopub.execute_input": "2024-02-25T05:07:53.761339Z", + "iopub.status.busy": "2024-02-25T05:07:53.760970Z", + "iopub.status.idle": "2024-02-25T05:07:53.764315Z", + "shell.execute_reply": "2024-02-25T05:07:53.763795Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:09.939515Z", - "iopub.status.busy": "2024-02-24T05:08:09.939117Z", - "iopub.status.idle": "2024-02-24T05:08:10.194079Z", - "shell.execute_reply": "2024-02-24T05:08:10.193415Z" + "iopub.execute_input": "2024-02-25T05:07:53.766646Z", + "iopub.status.busy": "2024-02-25T05:07:53.766275Z", + "iopub.status.idle": "2024-02-25T05:07:54.046941Z", + "shell.execute_reply": "2024-02-25T05:07:54.046246Z" } }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:10.196783Z", - "iopub.status.busy": "2024-02-24T05:08:10.196475Z", - "iopub.status.idle": "2024-02-24T05:08:10.202197Z", - "shell.execute_reply": "2024-02-24T05:08:10.201573Z" + "iopub.execute_input": "2024-02-25T05:07:54.049646Z", + "iopub.status.busy": "2024-02-25T05:07:54.049235Z", + "iopub.status.idle": "2024-02-25T05:07:54.055055Z", + "shell.execute_reply": "2024-02-25T05:07:54.054442Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64900.0\n", + "hits -64960.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:10.204632Z", - "iopub.status.busy": "2024-02-24T05:08:10.204253Z", - "iopub.status.idle": "2024-02-24T05:08:10.209128Z", - "shell.execute_reply": "2024-02-24T05:08:10.208575Z" + "iopub.execute_input": "2024-02-25T05:07:54.057581Z", + "iopub.status.busy": "2024-02-25T05:07:54.057200Z", + "iopub.status.idle": "2024-02-25T05:07:54.062045Z", + "shell.execute_reply": "2024-02-25T05:07:54.061431Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.932322\n", + "hits -18.944299\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:10.211632Z", - "iopub.status.busy": "2024-02-24T05:08:10.211264Z", - "iopub.status.idle": "2024-02-24T05:08:10.214445Z", - "shell.execute_reply": "2024-02-24T05:08:10.213897Z" + "iopub.execute_input": "2024-02-25T05:07:54.064200Z", + "iopub.status.busy": "2024-02-25T05:07:54.064007Z", + "iopub.status.idle": "2024-02-25T05:07:54.067318Z", + "shell.execute_reply": "2024-02-25T05:07:54.066779Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:10.216906Z", - "iopub.status.busy": "2024-02-24T05:08:10.216536Z", - "iopub.status.idle": "2024-02-24T05:08:10.543779Z", - "shell.execute_reply": "2024-02-24T05:08:10.543072Z" + "iopub.execute_input": "2024-02-25T05:07:54.069645Z", + "iopub.status.busy": "2024-02-25T05:07:54.069269Z", + "iopub.status.idle": "2024-02-25T05:07:54.394824Z", + "shell.execute_reply": "2024-02-25T05:07:54.394275Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:10.546144Z", - "iopub.status.busy": "2024-02-24T05:08:10.545937Z", - "iopub.status.idle": "2024-02-24T05:08:10.552847Z", - "shell.execute_reply": "2024-02-24T05:08:10.552139Z" + "iopub.execute_input": "2024-02-25T05:07:54.397145Z", + "iopub.status.busy": "2024-02-25T05:07:54.396950Z", + "iopub.status.idle": "2024-02-25T05:07:54.403649Z", + "shell.execute_reply": "2024-02-25T05:07:54.403015Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3341\n", + "False 3342\n", "True 87\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:10.555340Z", - "iopub.status.busy": "2024-02-24T05:08:10.554933Z", - "iopub.status.idle": "2024-02-24T05:08:10.558747Z", - "shell.execute_reply": "2024-02-24T05:08:10.558212Z" + "iopub.execute_input": "2024-02-25T05:07:54.405929Z", + "iopub.status.busy": "2024-02-25T05:07:54.405572Z", + "iopub.status.idle": "2024-02-25T05:07:54.409457Z", + "shell.execute_reply": "2024-02-25T05:07:54.408815Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-02-24T05:08:10.561088Z", - "iopub.status.busy": "2024-02-24T05:08:10.560710Z", - "iopub.status.idle": "2024-02-24T05:08:10.812698Z", - "shell.execute_reply": "2024-02-24T05:08:10.812071Z" + "iopub.execute_input": "2024-02-25T05:07:54.411774Z", + "iopub.status.busy": "2024-02-25T05:07:54.411420Z", + "iopub.status.idle": "2024-02-25T05:07:54.662184Z", + "shell.execute_reply": "2024-02-25T05:07:54.661567Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index dbd2006..ee9594c 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2182,3 +2182,4 @@ date,hits 2024-02-22,30000 2024-02-23,1104 2024-02-24,948 +2024-02-25,888