From 09acf864e7fafc68364455770ea7d3bdea1973c4 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Sun, 24 Sep 2023 05:08:01 +0000 Subject: [PATCH] Update for 2023-09-24 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index c175a0a..f2adb4d 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:07:57.576009Z", - "iopub.status.busy": "2023-09-23T05:07:57.575398Z", - "iopub.status.idle": "2023-09-23T05:07:57.596435Z", - "shell.execute_reply": "2023-09-23T05:07:57.595603Z" + "iopub.execute_input": "2023-09-24T05:07:58.810782Z", + "iopub.status.busy": "2023-09-24T05:07:58.810511Z", + "iopub.status.idle": "2023-09-24T05:07:58.823555Z", + "shell.execute_reply": "2023-09-24T05:07:58.822822Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:07:57.644231Z", - "iopub.status.busy": "2023-09-23T05:07:57.643478Z", - "iopub.status.idle": "2023-09-23T05:08:01.395234Z", - "shell.execute_reply": "2023-09-23T05:08:01.394164Z" + "iopub.execute_input": "2023-09-24T05:07:58.868890Z", + "iopub.status.busy": "2023-09-24T05:07:58.868374Z", + "iopub.status.idle": "2023-09-24T05:07:59.639885Z", + "shell.execute_reply": "2023-09-24T05:07:59.639117Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.400831Z", - "iopub.status.busy": "2023-09-23T05:08:01.399948Z", - "iopub.status.idle": "2023-09-23T05:08:01.761429Z", - "shell.execute_reply": "2023-09-23T05:08:01.760397Z" + "iopub.execute_input": "2023-09-24T05:07:59.643949Z", + "iopub.status.busy": "2023-09-24T05:07:59.643347Z", + "iopub.status.idle": "2023-09-24T05:08:00.072728Z", + "shell.execute_reply": "2023-09-24T05:08:00.070858Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.765719Z", - "iopub.status.busy": "2023-09-23T05:08:01.765430Z", - "iopub.status.idle": "2023-09-23T05:08:01.771323Z", - "shell.execute_reply": "2023-09-23T05:08:01.770365Z" + "iopub.execute_input": "2023-09-24T05:08:00.077367Z", + "iopub.status.busy": "2023-09-24T05:08:00.077051Z", + "iopub.status.idle": "2023-09-24T05:08:00.082834Z", + "shell.execute_reply": "2023-09-24T05:08:00.081651Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.775295Z", - "iopub.status.busy": "2023-09-23T05:08:01.774745Z", - "iopub.status.idle": "2023-09-23T05:08:01.780266Z", - "shell.execute_reply": "2023-09-23T05:08:01.779500Z" + "iopub.execute_input": "2023-09-24T05:08:00.086811Z", + "iopub.status.busy": "2023-09-24T05:08:00.086541Z", + "iopub.status.idle": "2023-09-24T05:08:00.092712Z", + "shell.execute_reply": "2023-09-24T05:08:00.091924Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2023-09-23 05:08:01.776450 UTC\n" + "This notebook was last rendered at 2023-09-24 05:08:00.087865 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.785393Z", - "iopub.status.busy": "2023-09-23T05:08:01.783517Z", - "iopub.status.idle": "2023-09-23T05:08:01.799848Z", - "shell.execute_reply": "2023-09-23T05:08:01.798952Z" + "iopub.execute_input": "2023-09-24T05:08:00.096676Z", + "iopub.status.busy": "2023-09-24T05:08:00.096411Z", + "iopub.status.idle": "2023-09-24T05:08:00.111395Z", + "shell.execute_reply": "2023-09-24T05:08:00.110680Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.803962Z", - "iopub.status.busy": "2023-09-23T05:08:01.803450Z", - "iopub.status.idle": "2023-09-23T05:08:01.814663Z", - "shell.execute_reply": "2023-09-23T05:08:01.813676Z" + "iopub.execute_input": "2023-09-24T05:08:00.115638Z", + "iopub.status.busy": "2023-09-24T05:08:00.114269Z", + "iopub.status.idle": "2023-09-24T05:08:00.124233Z", + "shell.execute_reply": "2023-09-24T05:08:00.123612Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2023-09-21\n", - " 1584\n", - " \n", - " \n", " 2023-09-22\n", " 1324\n", " \n", @@ -250,6 +246,10 @@ " 2023-09-23\n", " 1500\n", " \n", + " \n", + " 2023-09-24\n", + " 1696\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2023-09-21 1584\n", "2023-09-22 1324\n", - "2023-09-23 1500" + "2023-09-23 1500\n", + "2023-09-24 1696" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.818816Z", - "iopub.status.busy": "2023-09-23T05:08:01.818293Z", - "iopub.status.idle": "2023-09-23T05:08:01.824345Z", - "shell.execute_reply": "2023-09-23T05:08:01.823462Z" + "iopub.execute_input": "2023-09-24T05:08:00.127254Z", + "iopub.status.busy": "2023-09-24T05:08:00.126940Z", + "iopub.status.idle": "2023-09-24T05:08:00.131912Z", + "shell.execute_reply": "2023-09-24T05:08:00.131286Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.828361Z", - "iopub.status.busy": "2023-09-23T05:08:01.827847Z", - "iopub.status.idle": "2023-09-23T05:08:01.833352Z", - "shell.execute_reply": "2023-09-23T05:08:01.832515Z" + "iopub.execute_input": "2023-09-24T05:08:00.135001Z", + "iopub.status.busy": "2023-09-24T05:08:00.134423Z", + "iopub.status.idle": "2023-09-24T05:08:00.139521Z", + "shell.execute_reply": "2023-09-24T05:08:00.138917Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:01.836981Z", - "iopub.status.busy": "2023-09-23T05:08:01.836625Z", - "iopub.status.idle": "2023-09-23T05:08:02.281862Z", - "shell.execute_reply": "2023-09-23T05:08:02.280700Z" + "iopub.execute_input": "2023-09-24T05:08:00.142303Z", + "iopub.status.busy": "2023-09-24T05:08:00.142083Z", + "iopub.status.idle": "2023-09-24T05:08:00.464278Z", + "shell.execute_reply": "2023-09-24T05:08:00.463547Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:02.285993Z", - "iopub.status.busy": "2023-09-23T05:08:02.285267Z", - "iopub.status.idle": "2023-09-23T05:08:02.295935Z", - "shell.execute_reply": "2023-09-23T05:08:02.295030Z" + "iopub.execute_input": "2023-09-24T05:08:00.468044Z", + "iopub.status.busy": "2023-09-24T05:08:00.467414Z", + "iopub.status.idle": "2023-09-24T05:08:00.476341Z", + "shell.execute_reply": "2023-09-24T05:08:00.475694Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64348.0\n", + "hits -64152.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:02.300300Z", - "iopub.status.busy": "2023-09-23T05:08:02.299515Z", - "iopub.status.idle": "2023-09-23T05:08:02.308328Z", - "shell.execute_reply": "2023-09-23T05:08:02.307393Z" + "iopub.execute_input": "2023-09-24T05:08:00.479522Z", + "iopub.status.busy": "2023-09-24T05:08:00.479075Z", + "iopub.status.idle": "2023-09-24T05:08:00.485298Z", + "shell.execute_reply": "2023-09-24T05:08:00.484631Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -19.654246\n", + "hits -19.588397\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:02.312283Z", - "iopub.status.busy": "2023-09-23T05:08:02.311499Z", - "iopub.status.idle": "2023-09-23T05:08:02.316638Z", - "shell.execute_reply": "2023-09-23T05:08:02.315747Z" + "iopub.execute_input": "2023-09-24T05:08:00.488331Z", + "iopub.status.busy": "2023-09-24T05:08:00.488100Z", + "iopub.status.idle": "2023-09-24T05:08:00.492331Z", + "shell.execute_reply": "2023-09-24T05:08:00.491666Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:02.327991Z", - "iopub.status.busy": "2023-09-23T05:08:02.327370Z", - "iopub.status.idle": "2023-09-23T05:08:02.851356Z", - "shell.execute_reply": "2023-09-23T05:08:02.849996Z" + "iopub.execute_input": "2023-09-24T05:08:00.495383Z", + "iopub.status.busy": "2023-09-24T05:08:00.494951Z", + "iopub.status.idle": "2023-09-24T05:08:00.868406Z", + "shell.execute_reply": "2023-09-24T05:08:00.867718Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:02.855009Z", - "iopub.status.busy": "2023-09-23T05:08:02.854702Z", - "iopub.status.idle": "2023-09-23T05:08:02.866336Z", - "shell.execute_reply": "2023-09-23T05:08:02.865427Z" + "iopub.execute_input": "2023-09-24T05:08:00.871749Z", + "iopub.status.busy": "2023-09-24T05:08:00.871331Z", + "iopub.status.idle": "2023-09-24T05:08:00.881645Z", + "shell.execute_reply": "2023-09-24T05:08:00.881022Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3196\n", + "False 3197\n", "True 78\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:02.870366Z", - "iopub.status.busy": "2023-09-23T05:08:02.869620Z", - "iopub.status.idle": "2023-09-23T05:08:02.876672Z", - "shell.execute_reply": "2023-09-23T05:08:02.875762Z" + "iopub.execute_input": "2023-09-24T05:08:00.885118Z", + "iopub.status.busy": "2023-09-24T05:08:00.884556Z", + "iopub.status.idle": "2023-09-24T05:08:00.890436Z", + "shell.execute_reply": "2023-09-24T05:08:00.889816Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-09-23T05:08:02.880937Z", - "iopub.status.busy": "2023-09-23T05:08:02.880242Z", - "iopub.status.idle": "2023-09-23T05:08:03.284919Z", - "shell.execute_reply": "2023-09-23T05:08:03.283567Z" + "iopub.execute_input": "2023-09-24T05:08:00.893706Z", + "iopub.status.busy": "2023-09-24T05:08:00.893156Z", + "iopub.status.idle": "2023-09-24T05:08:01.182268Z", + "shell.execute_reply": "2023-09-24T05:08:01.181513Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 2d3b82d..9b0371a 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2028,3 +2028,4 @@ date,hits 2023-09-21,1584 2023-09-22,1324 2023-09-23,1500 +2023-09-24,1696