From a24ec6bc6b00acf8f15d82e348b1c38db4d83c95 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 10 Apr 2024 05:07:55 +0000 Subject: [PATCH] Update for 2024-04-10 --- estimate.ipynb | 160 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 81 insertions(+), 80 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index fd02479..c07f11d 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:14.494183Z", - "iopub.status.busy": "2024-04-09T05:08:14.493723Z", - "iopub.status.idle": "2024-04-09T05:08:14.503286Z", - "shell.execute_reply": "2024-04-09T05:08:14.502646Z" + "iopub.execute_input": "2024-04-10T05:07:52.981214Z", + "iopub.status.busy": "2024-04-10T05:07:52.981020Z", + "iopub.status.idle": "2024-04-10T05:07:52.990646Z", + "shell.execute_reply": "2024-04-10T05:07:52.990017Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:14.538811Z", - "iopub.status.busy": "2024-04-09T05:08:14.538493Z", - "iopub.status.idle": "2024-04-09T05:08:16.483893Z", - "shell.execute_reply": "2024-04-09T05:08:16.483201Z" + "iopub.execute_input": "2024-04-10T05:07:53.026694Z", + "iopub.status.busy": "2024-04-10T05:07:53.026115Z", + "iopub.status.idle": "2024-04-10T05:07:53.674944Z", + "shell.execute_reply": "2024-04-10T05:07:53.674238Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.486948Z", - "iopub.status.busy": "2024-04-09T05:08:16.486417Z", - "iopub.status.idle": "2024-04-09T05:08:16.858964Z", - "shell.execute_reply": "2024-04-09T05:08:16.858341Z" + "iopub.execute_input": "2024-04-10T05:07:53.677931Z", + "iopub.status.busy": "2024-04-10T05:07:53.677669Z", + "iopub.status.idle": "2024-04-10T05:07:53.899006Z", + "shell.execute_reply": "2024-04-10T05:07:53.898356Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.861749Z", - "iopub.status.busy": "2024-04-09T05:08:16.861467Z", - "iopub.status.idle": "2024-04-09T05:08:16.864732Z", - "shell.execute_reply": "2024-04-09T05:08:16.864151Z" + "iopub.execute_input": "2024-04-10T05:07:53.901824Z", + "iopub.status.busy": "2024-04-10T05:07:53.901377Z", + "iopub.status.idle": "2024-04-10T05:07:53.904775Z", + "shell.execute_reply": "2024-04-10T05:07:53.904158Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.867099Z", - "iopub.status.busy": "2024-04-09T05:08:16.866899Z", - "iopub.status.idle": "2024-04-09T05:08:16.870333Z", - "shell.execute_reply": "2024-04-09T05:08:16.869711Z" + "iopub.execute_input": "2024-04-10T05:07:53.907249Z", + "iopub.status.busy": "2024-04-10T05:07:53.906792Z", + "iopub.status.idle": "2024-04-10T05:07:53.910400Z", + "shell.execute_reply": "2024-04-10T05:07:53.909788Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-04-09 05:08:16.867764 UTC\n" + "This notebook was last rendered at 2024-04-10 05:07:53.907937 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.872552Z", - "iopub.status.busy": "2024-04-09T05:08:16.872355Z", - "iopub.status.idle": "2024-04-09T05:08:16.882093Z", - "shell.execute_reply": "2024-04-09T05:08:16.881577Z" + "iopub.execute_input": "2024-04-10T05:07:53.912666Z", + "iopub.status.busy": "2024-04-10T05:07:53.912468Z", + "iopub.status.idle": "2024-04-10T05:07:53.922945Z", + "shell.execute_reply": "2024-04-10T05:07:53.922448Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.884194Z", - "iopub.status.busy": "2024-04-09T05:08:16.883991Z", - "iopub.status.idle": "2024-04-09T05:08:16.890290Z", - "shell.execute_reply": "2024-04-09T05:08:16.889744Z" + "iopub.execute_input": "2024-04-10T05:07:53.925219Z", + "iopub.status.busy": "2024-04-10T05:07:53.925022Z", + "iopub.status.idle": "2024-04-10T05:07:53.931583Z", + "shell.execute_reply": "2024-04-10T05:07:53.931034Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-04-07\n", - " 972\n", - " \n", - " \n", " 2024-04-08\n", " 900\n", " \n", @@ -250,6 +246,10 @@ " 2024-04-09\n", " 1032\n", " \n", + " \n", + " 2024-04-10\n", + " 1032\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-04-07 972\n", "2024-04-08 900\n", - "2024-04-09 1032" + "2024-04-09 1032\n", + "2024-04-10 1032" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.892730Z", - "iopub.status.busy": "2024-04-09T05:08:16.892353Z", - "iopub.status.idle": "2024-04-09T05:08:16.895636Z", - "shell.execute_reply": "2024-04-09T05:08:16.895087Z" + "iopub.execute_input": "2024-04-10T05:07:53.934025Z", + "iopub.status.busy": "2024-04-10T05:07:53.933639Z", + "iopub.status.idle": "2024-04-10T05:07:53.936889Z", + "shell.execute_reply": "2024-04-10T05:07:53.936345Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.898114Z", - "iopub.status.busy": "2024-04-09T05:08:16.897672Z", - "iopub.status.idle": "2024-04-09T05:08:16.901088Z", - "shell.execute_reply": "2024-04-09T05:08:16.900527Z" + "iopub.execute_input": "2024-04-10T05:07:53.939273Z", + "iopub.status.busy": "2024-04-10T05:07:53.938924Z", + "iopub.status.idle": "2024-04-10T05:07:53.942439Z", + "shell.execute_reply": "2024-04-10T05:07:53.941807Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:16.903379Z", - "iopub.status.busy": "2024-04-09T05:08:16.903031Z", - "iopub.status.idle": "2024-04-09T05:08:17.153478Z", - "shell.execute_reply": "2024-04-09T05:08:17.152851Z" + "iopub.execute_input": "2024-04-10T05:07:53.944909Z", + "iopub.status.busy": "2024-04-10T05:07:53.944543Z", + "iopub.status.idle": "2024-04-10T05:07:54.221874Z", + "shell.execute_reply": "2024-04-10T05:07:54.221149Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:17.156089Z", - "iopub.status.busy": "2024-04-09T05:08:17.155687Z", - "iopub.status.idle": "2024-04-09T05:08:17.161573Z", - "shell.execute_reply": "2024-04-09T05:08:17.161035Z" + "iopub.execute_input": "2024-04-10T05:07:54.224517Z", + "iopub.status.busy": "2024-04-10T05:07:54.224122Z", + "iopub.status.idle": "2024-04-10T05:07:54.229701Z", + "shell.execute_reply": "2024-04-10T05:07:54.229122Z" }, "urth": { "dashboard": { @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:17.163925Z", - "iopub.status.busy": "2024-04-09T05:08:17.163579Z", - "iopub.status.idle": "2024-04-09T05:08:17.168351Z", - "shell.execute_reply": "2024-04-09T05:08:17.167835Z" + "iopub.execute_input": "2024-04-10T05:07:54.232111Z", + "iopub.status.busy": "2024-04-10T05:07:54.231730Z", + "iopub.status.idle": "2024-04-10T05:07:54.236528Z", + "shell.execute_reply": "2024-04-10T05:07:54.235939Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.662828\n", + "hits -18.657455\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:17.170757Z", - "iopub.status.busy": "2024-04-09T05:08:17.170338Z", - "iopub.status.idle": "2024-04-09T05:08:17.173789Z", - "shell.execute_reply": "2024-04-09T05:08:17.173170Z" + "iopub.execute_input": "2024-04-10T05:07:54.238887Z", + "iopub.status.busy": "2024-04-10T05:07:54.238579Z", + "iopub.status.idle": "2024-04-10T05:07:54.241778Z", + "shell.execute_reply": "2024-04-10T05:07:54.241224Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:17.176154Z", - "iopub.status.busy": "2024-04-09T05:08:17.175794Z", - "iopub.status.idle": "2024-04-09T05:08:17.466470Z", - "shell.execute_reply": "2024-04-09T05:08:17.465746Z" + "iopub.execute_input": "2024-04-10T05:07:54.244103Z", + "iopub.status.busy": "2024-04-10T05:07:54.243743Z", + "iopub.status.idle": "2024-04-10T05:07:54.569880Z", + "shell.execute_reply": "2024-04-10T05:07:54.569200Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:17.469282Z", - "iopub.status.busy": "2024-04-09T05:08:17.468868Z", - "iopub.status.idle": "2024-04-09T05:08:17.475536Z", - "shell.execute_reply": "2024-04-09T05:08:17.474874Z" + "iopub.execute_input": "2024-04-10T05:07:54.572475Z", + "iopub.status.busy": "2024-04-10T05:07:54.572070Z", + "iopub.status.idle": "2024-04-10T05:07:54.578856Z", + "shell.execute_reply": "2024-04-10T05:07:54.578230Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3383\n", + "False 3384\n", "True 90\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:17.478130Z", - "iopub.status.busy": "2024-04-09T05:08:17.477767Z", - "iopub.status.idle": "2024-04-09T05:08:17.481679Z", - "shell.execute_reply": "2024-04-09T05:08:17.481070Z" + "iopub.execute_input": "2024-04-10T05:07:54.581257Z", + "iopub.status.busy": "2024-04-10T05:07:54.580868Z", + "iopub.status.idle": "2024-04-10T05:07:54.584817Z", + "shell.execute_reply": "2024-04-10T05:07:54.584173Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-04-09T05:08:17.483996Z", - "iopub.status.busy": "2024-04-09T05:08:17.483652Z", - "iopub.status.idle": "2024-04-09T05:08:17.735237Z", - "shell.execute_reply": "2024-04-09T05:08:17.734558Z" + "iopub.execute_input": "2024-04-10T05:07:54.587244Z", + "iopub.status.busy": "2024-04-10T05:07:54.586865Z", + "iopub.status.idle": "2024-04-10T05:07:54.838079Z", + "shell.execute_reply": "2024-04-10T05:07:54.837420Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 6482733..dc1c95f 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2227,3 +2227,4 @@ date,hits 2024-04-07,972 2024-04-08,900 2024-04-09,1032 +2024-04-10,1032