From 8bd034d83deae97629ca555e3089860911193c4b Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sun, 21 Jan 2024 05:43:52 +0000 Subject: [PATCH] Update for 2024-01-21 --- estimate.ipynb | 164 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 83 insertions(+), 82 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 9aaf112..80d6b93 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:48.659806Z", - "iopub.status.busy": "2024-01-20T05:07:48.659406Z", - "iopub.status.idle": "2024-01-20T05:07:48.669421Z", - "shell.execute_reply": "2024-01-20T05:07:48.668816Z" + "iopub.execute_input": "2024-01-21T05:43:48.562335Z", + "iopub.status.busy": "2024-01-21T05:43:48.562139Z", + "iopub.status.idle": "2024-01-21T05:43:48.571698Z", + "shell.execute_reply": "2024-01-21T05:43:48.571034Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:48.705195Z", - "iopub.status.busy": "2024-01-20T05:07:48.704794Z", - "iopub.status.idle": "2024-01-20T05:07:49.316298Z", - "shell.execute_reply": "2024-01-20T05:07:49.315575Z" + "iopub.execute_input": "2024-01-21T05:43:48.607748Z", + "iopub.status.busy": "2024-01-21T05:43:48.607508Z", + "iopub.status.idle": "2024-01-21T05:43:50.669270Z", + "shell.execute_reply": "2024-01-21T05:43:50.668536Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.319610Z", - "iopub.status.busy": "2024-01-20T05:07:49.318986Z", - "iopub.status.idle": "2024-01-20T05:07:49.541480Z", - "shell.execute_reply": "2024-01-20T05:07:49.540754Z" + "iopub.execute_input": "2024-01-21T05:43:50.671933Z", + "iopub.status.busy": "2024-01-21T05:43:50.671673Z", + "iopub.status.idle": "2024-01-21T05:43:50.934621Z", + "shell.execute_reply": "2024-01-21T05:43:50.933936Z" }, "urth": { "dashboard": {} @@ -106,7 +106,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_1922/962021147.py:5: DeprecationWarning: \n", + "/tmp/ipykernel_1905/962021147.py:5: DeprecationWarning: \n", "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n", "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n", "but was not found to be installed on your system.\n", @@ -131,10 +131,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.544310Z", - "iopub.status.busy": "2024-01-20T05:07:49.543841Z", - "iopub.status.idle": "2024-01-20T05:07:49.547147Z", - "shell.execute_reply": "2024-01-20T05:07:49.546538Z" + "iopub.execute_input": "2024-01-21T05:43:50.937124Z", + "iopub.status.busy": "2024-01-21T05:43:50.936835Z", + "iopub.status.idle": "2024-01-21T05:43:50.940310Z", + "shell.execute_reply": "2024-01-21T05:43:50.939673Z" }, "urth": { "dashboard": {} @@ -151,10 +151,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.549577Z", - "iopub.status.busy": "2024-01-20T05:07:49.549200Z", - "iopub.status.idle": "2024-01-20T05:07:49.552619Z", - "shell.execute_reply": "2024-01-20T05:07:49.551975Z" + "iopub.execute_input": "2024-01-21T05:43:50.942558Z", + "iopub.status.busy": "2024-01-21T05:43:50.942366Z", + "iopub.status.idle": "2024-01-21T05:43:50.945715Z", + "shell.execute_reply": "2024-01-21T05:43:50.945025Z" } }, "outputs": [ @@ -162,7 +162,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-01-20 05:07:49.550298 UTC\n" + "This notebook was last rendered at 2024-01-21 05:43:50.943206 UTC\n" ] } ], @@ -189,10 +189,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.555079Z", - "iopub.status.busy": "2024-01-20T05:07:49.554598Z", - "iopub.status.idle": "2024-01-20T05:07:49.564450Z", - "shell.execute_reply": "2024-01-20T05:07:49.563947Z" + "iopub.execute_input": "2024-01-21T05:43:50.947952Z", + "iopub.status.busy": "2024-01-21T05:43:50.947758Z", + "iopub.status.idle": "2024-01-21T05:43:50.957350Z", + "shell.execute_reply": "2024-01-21T05:43:50.956811Z" }, "urth": { "dashboard": {} @@ -212,10 +212,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.566736Z", - "iopub.status.busy": "2024-01-20T05:07:49.566388Z", - "iopub.status.idle": "2024-01-20T05:07:49.573021Z", - "shell.execute_reply": "2024-01-20T05:07:49.572478Z" + "iopub.execute_input": "2024-01-21T05:43:50.959418Z", + "iopub.status.busy": "2024-01-21T05:43:50.959224Z", + "iopub.status.idle": "2024-01-21T05:43:50.965733Z", + "shell.execute_reply": "2024-01-21T05:43:50.965199Z" }, "urth": { "dashboard": { @@ -254,10 +254,6 @@ " \n", " \n", " \n", - " 2024-01-18\n", - " 972\n", - " \n", - " \n", " 2024-01-19\n", " 920\n", " \n", @@ -265,6 +261,10 @@ " 2024-01-20\n", " 988\n", " \n", + " \n", + " 2024-01-21\n", + " 928\n", + " \n", " \n", "\n", "" @@ -272,9 +272,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-01-18 972\n", "2024-01-19 920\n", - "2024-01-20 988" + "2024-01-20 988\n", + "2024-01-21 928" ] }, "execution_count": 7, @@ -304,10 +304,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.575440Z", - "iopub.status.busy": "2024-01-20T05:07:49.575056Z", - "iopub.status.idle": "2024-01-20T05:07:49.578412Z", - "shell.execute_reply": "2024-01-20T05:07:49.577804Z" + "iopub.execute_input": "2024-01-21T05:43:50.968100Z", + "iopub.status.busy": "2024-01-21T05:43:50.967778Z", + "iopub.status.idle": "2024-01-21T05:43:50.971121Z", + "shell.execute_reply": "2024-01-21T05:43:50.970549Z" }, "urth": { "dashboard": {} @@ -323,10 +323,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.580765Z", - "iopub.status.busy": "2024-01-20T05:07:49.580381Z", - "iopub.status.idle": "2024-01-20T05:07:49.583714Z", - "shell.execute_reply": "2024-01-20T05:07:49.583218Z" + "iopub.execute_input": "2024-01-21T05:43:50.973576Z", + "iopub.status.busy": "2024-01-21T05:43:50.973171Z", + "iopub.status.idle": "2024-01-21T05:43:50.976420Z", + "shell.execute_reply": "2024-01-21T05:43:50.975914Z" }, "urth": { "dashboard": {} @@ -355,16 +355,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.586021Z", - "iopub.status.busy": "2024-01-20T05:07:49.585643Z", - "iopub.status.idle": "2024-01-20T05:07:49.865961Z", - "shell.execute_reply": "2024-01-20T05:07:49.865264Z" + "iopub.execute_input": "2024-01-21T05:43:50.978860Z", + "iopub.status.busy": "2024-01-21T05:43:50.978495Z", + "iopub.status.idle": "2024-01-21T05:43:51.234903Z", + "shell.execute_reply": "2024-01-21T05:43:51.234212Z" } }, "outputs": [ { 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" ] @@ -401,10 +401,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.868664Z", - "iopub.status.busy": "2024-01-20T05:07:49.868242Z", - "iopub.status.idle": "2024-01-20T05:07:49.874358Z", - "shell.execute_reply": "2024-01-20T05:07:49.873727Z" + "iopub.execute_input": "2024-01-21T05:43:51.237730Z", + "iopub.status.busy": "2024-01-21T05:43:51.237312Z", + "iopub.status.idle": "2024-01-21T05:43:51.242998Z", + "shell.execute_reply": "2024-01-21T05:43:51.242398Z" }, "urth": { "dashboard": { @@ -416,7 +416,7 @@ { "data": { "text/plain": [ - "hits -64860.0\n", + "hits -64920.0\n", "dtype: float64" ] }, @@ -448,10 +448,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.876902Z", - "iopub.status.busy": "2024-01-20T05:07:49.876429Z", - "iopub.status.idle": "2024-01-20T05:07:49.881158Z", - "shell.execute_reply": "2024-01-20T05:07:49.880545Z" + "iopub.execute_input": "2024-01-21T05:43:51.245456Z", + "iopub.status.busy": "2024-01-21T05:43:51.245037Z", + "iopub.status.idle": "2024-01-21T05:43:51.250035Z", + "shell.execute_reply": "2024-01-21T05:43:51.249400Z" }, "urth": { "dashboard": { @@ -463,7 +463,7 @@ { "data": { "text/plain": [ - "hits -19.115827\n", + "hits -19.127873\n", "dtype: float64" ] }, @@ -495,10 +495,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.883597Z", - "iopub.status.busy": "2024-01-20T05:07:49.883164Z", - "iopub.status.idle": "2024-01-20T05:07:49.886543Z", - "shell.execute_reply": "2024-01-20T05:07:49.885967Z" + "iopub.execute_input": "2024-01-21T05:43:51.252407Z", + "iopub.status.busy": "2024-01-21T05:43:51.252053Z", + "iopub.status.idle": "2024-01-21T05:43:51.255414Z", + "shell.execute_reply": "2024-01-21T05:43:51.254788Z" }, "urth": { "dashboard": {} @@ -514,16 +514,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:49.888981Z", - "iopub.status.busy": "2024-01-20T05:07:49.888624Z", - "iopub.status.idle": "2024-01-20T05:07:50.177487Z", - "shell.execute_reply": "2024-01-20T05:07:50.176855Z" + "iopub.execute_input": "2024-01-21T05:43:51.257802Z", + "iopub.status.busy": "2024-01-21T05:43:51.257436Z", + "iopub.status.idle": "2024-01-21T05:43:51.585813Z", + "shell.execute_reply": "2024-01-21T05:43:51.585037Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -554,10 +554,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:50.180081Z", - "iopub.status.busy": "2024-01-20T05:07:50.179694Z", - "iopub.status.idle": "2024-01-20T05:07:50.186228Z", - "shell.execute_reply": "2024-01-20T05:07:50.185653Z" + "iopub.execute_input": "2024-01-21T05:43:51.588651Z", + "iopub.status.busy": "2024-01-21T05:43:51.588176Z", + "iopub.status.idle": "2024-01-21T05:43:51.595715Z", + "shell.execute_reply": "2024-01-21T05:43:51.595078Z" } }, "outputs": [ @@ -565,7 +565,7 @@ "data": { "text/plain": [ "hits\n", - "False 3309\n", + "False 3310\n", "True 84\n", "Name: count, dtype: int64" ] @@ -586,10 +586,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:50.188537Z", - "iopub.status.busy": "2024-01-20T05:07:50.188183Z", - "iopub.status.idle": "2024-01-20T05:07:50.191789Z", - "shell.execute_reply": "2024-01-20T05:07:50.191253Z" + "iopub.execute_input": "2024-01-21T05:43:51.598186Z", + "iopub.status.busy": "2024-01-21T05:43:51.597965Z", + "iopub.status.idle": "2024-01-21T05:43:51.601910Z", + "shell.execute_reply": "2024-01-21T05:43:51.601303Z" } }, "outputs": [], @@ -604,16 +604,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-01-20T05:07:50.193970Z", - "iopub.status.busy": "2024-01-20T05:07:50.193636Z", - "iopub.status.idle": "2024-01-20T05:07:50.440488Z", - "shell.execute_reply": "2024-01-20T05:07:50.439798Z" + "iopub.execute_input": "2024-01-21T05:43:51.604288Z", + "iopub.status.busy": "2024-01-21T05:43:51.603890Z", + "iopub.status.idle": "2024-01-21T05:43:51.827687Z", + "shell.execute_reply": "2024-01-21T05:43:51.827009Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index a3bd455..48fb524 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2147,3 +2147,4 @@ date,hits 2024-01-18,972 2024-01-19,920 2024-01-20,988 +2024-01-21,928