From 883340d908a5786d2ff79dbd6a53f26447a253d5 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Thu, 29 Feb 2024 05:09:11 +0000 Subject: [PATCH] Update for 2024-02-29 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index b0fd866..61264f3 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:06.822135Z", - "iopub.status.busy": "2024-02-28T05:08:06.821937Z", - "iopub.status.idle": "2024-02-28T05:08:06.831937Z", - "shell.execute_reply": "2024-02-28T05:08:06.831318Z" + "iopub.execute_input": "2024-02-29T05:09:09.650450Z", + "iopub.status.busy": "2024-02-29T05:09:09.650248Z", + "iopub.status.idle": "2024-02-29T05:09:09.660823Z", + "shell.execute_reply": "2024-02-29T05:09:09.660203Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:06.867918Z", - "iopub.status.busy": "2024-02-28T05:08:06.867732Z", - "iopub.status.idle": "2024-02-28T05:08:07.541060Z", - "shell.execute_reply": "2024-02-28T05:08:07.540395Z" + "iopub.execute_input": "2024-02-29T05:09:09.699085Z", + "iopub.status.busy": "2024-02-29T05:09:09.698617Z", + "iopub.status.idle": "2024-02-29T05:09:10.298887Z", + "shell.execute_reply": "2024-02-29T05:09:10.298327Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.543935Z", - "iopub.status.busy": "2024-02-28T05:08:07.543669Z", - "iopub.status.idle": "2024-02-28T05:08:07.804782Z", - "shell.execute_reply": "2024-02-28T05:08:07.804106Z" + "iopub.execute_input": "2024-02-29T05:09:10.301617Z", + "iopub.status.busy": "2024-02-29T05:09:10.301321Z", + "iopub.status.idle": "2024-02-29T05:09:10.524785Z", + "shell.execute_reply": "2024-02-29T05:09:10.524165Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.807992Z", - "iopub.status.busy": "2024-02-28T05:08:07.807383Z", - "iopub.status.idle": "2024-02-28T05:08:07.810862Z", - "shell.execute_reply": "2024-02-28T05:08:07.810249Z" + "iopub.execute_input": "2024-02-29T05:09:10.527911Z", + "iopub.status.busy": "2024-02-29T05:09:10.527432Z", + "iopub.status.idle": "2024-02-29T05:09:10.530752Z", + "shell.execute_reply": "2024-02-29T05:09:10.530175Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.813218Z", - "iopub.status.busy": "2024-02-28T05:08:07.812761Z", - "iopub.status.idle": "2024-02-28T05:08:07.816357Z", - "shell.execute_reply": "2024-02-28T05:08:07.815756Z" + "iopub.execute_input": "2024-02-29T05:09:10.533022Z", + "iopub.status.busy": "2024-02-29T05:09:10.532658Z", + "iopub.status.idle": "2024-02-29T05:09:10.536057Z", + "shell.execute_reply": "2024-02-29T05:09:10.535429Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-02-28 05:08:07.813877 UTC\n" + "This notebook was last rendered at 2024-02-29 05:09:10.533690 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.818804Z", - "iopub.status.busy": "2024-02-28T05:08:07.818356Z", - "iopub.status.idle": "2024-02-28T05:08:07.828348Z", - "shell.execute_reply": "2024-02-28T05:08:07.827720Z" + "iopub.execute_input": "2024-02-29T05:09:10.538438Z", + "iopub.status.busy": "2024-02-29T05:09:10.538071Z", + "iopub.status.idle": "2024-02-29T05:09:10.548131Z", + "shell.execute_reply": "2024-02-29T05:09:10.547640Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.830694Z", - "iopub.status.busy": "2024-02-28T05:08:07.830359Z", - "iopub.status.idle": "2024-02-28T05:08:07.836831Z", - "shell.execute_reply": "2024-02-28T05:08:07.836236Z" + "iopub.execute_input": "2024-02-29T05:09:10.550508Z", + "iopub.status.busy": "2024-02-29T05:09:10.550128Z", + "iopub.status.idle": "2024-02-29T05:09:10.556458Z", + "shell.execute_reply": "2024-02-29T05:09:10.555817Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-02-26\n", - " 948\n", - " \n", - " \n", " 2024-02-27\n", " 848\n", " \n", @@ -250,6 +246,10 @@ " 2024-02-28\n", " 856\n", " \n", + " \n", + " 2024-02-29\n", + " 892\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-02-26 948\n", "2024-02-27 848\n", - "2024-02-28 856" + "2024-02-28 856\n", + "2024-02-29 892" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.839123Z", - "iopub.status.busy": "2024-02-28T05:08:07.838901Z", - "iopub.status.idle": "2024-02-28T05:08:07.842180Z", - "shell.execute_reply": "2024-02-28T05:08:07.841635Z" + "iopub.execute_input": "2024-02-29T05:09:10.558838Z", + "iopub.status.busy": "2024-02-29T05:09:10.558486Z", + "iopub.status.idle": "2024-02-29T05:09:10.561949Z", + "shell.execute_reply": "2024-02-29T05:09:10.561280Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.844386Z", - "iopub.status.busy": "2024-02-28T05:08:07.844193Z", - "iopub.status.idle": "2024-02-28T05:08:07.847470Z", - "shell.execute_reply": "2024-02-28T05:08:07.846920Z" + "iopub.execute_input": "2024-02-29T05:09:10.564266Z", + "iopub.status.busy": "2024-02-29T05:09:10.563891Z", + "iopub.status.idle": "2024-02-29T05:09:10.567260Z", + "shell.execute_reply": "2024-02-29T05:09:10.566727Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:07.849586Z", - "iopub.status.busy": "2024-02-28T05:08:07.849393Z", - "iopub.status.idle": "2024-02-28T05:08:08.130740Z", - "shell.execute_reply": "2024-02-28T05:08:08.130097Z" + "iopub.execute_input": "2024-02-29T05:09:10.569677Z", + "iopub.status.busy": "2024-02-29T05:09:10.569278Z", + "iopub.status.idle": "2024-02-29T05:09:10.821615Z", + "shell.execute_reply": "2024-02-29T05:09:10.820872Z" } }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:08.133377Z", - "iopub.status.busy": "2024-02-28T05:08:08.133170Z", - "iopub.status.idle": "2024-02-28T05:08:08.138972Z", - "shell.execute_reply": "2024-02-28T05:08:08.138324Z" + "iopub.execute_input": "2024-02-29T05:09:10.824176Z", + "iopub.status.busy": "2024-02-29T05:09:10.823956Z", + "iopub.status.idle": "2024-02-29T05:09:10.829865Z", + "shell.execute_reply": "2024-02-29T05:09:10.829230Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64992.0\n", + "hits -64956.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:08.141262Z", - "iopub.status.busy": "2024-02-28T05:08:08.141064Z", - "iopub.status.idle": "2024-02-28T05:08:08.145837Z", - "shell.execute_reply": "2024-02-28T05:08:08.145207Z" + "iopub.execute_input": "2024-02-29T05:09:10.832343Z", + "iopub.status.busy": "2024-02-29T05:09:10.831948Z", + "iopub.status.idle": "2024-02-29T05:09:10.836641Z", + "shell.execute_reply": "2024-02-29T05:09:10.836137Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.937063\n", + "hits -18.92106\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:08.148150Z", - "iopub.status.busy": "2024-02-28T05:08:08.147952Z", - "iopub.status.idle": "2024-02-28T05:08:08.151119Z", - "shell.execute_reply": "2024-02-28T05:08:08.150539Z" + "iopub.execute_input": "2024-02-29T05:09:10.838991Z", + "iopub.status.busy": "2024-02-29T05:09:10.838788Z", + "iopub.status.idle": "2024-02-29T05:09:10.842046Z", + "shell.execute_reply": "2024-02-29T05:09:10.841488Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:08.153423Z", - "iopub.status.busy": "2024-02-28T05:08:08.153045Z", - "iopub.status.idle": "2024-02-28T05:08:08.442323Z", - "shell.execute_reply": "2024-02-28T05:08:08.441649Z" + "iopub.execute_input": "2024-02-29T05:09:10.844201Z", + "iopub.status.busy": "2024-02-29T05:09:10.844005Z", + "iopub.status.idle": "2024-02-29T05:09:11.173097Z", + "shell.execute_reply": "2024-02-29T05:09:11.172392Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:08.444971Z", - "iopub.status.busy": "2024-02-28T05:08:08.444596Z", - "iopub.status.idle": "2024-02-28T05:08:08.451551Z", - "shell.execute_reply": "2024-02-28T05:08:08.450895Z" + "iopub.execute_input": "2024-02-29T05:09:11.175631Z", + "iopub.status.busy": "2024-02-29T05:09:11.175422Z", + "iopub.status.idle": "2024-02-29T05:09:11.182232Z", + "shell.execute_reply": "2024-02-29T05:09:11.181687Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3343\n", + "False 3344\n", "True 89\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:08.453976Z", - "iopub.status.busy": "2024-02-28T05:08:08.453526Z", - "iopub.status.idle": "2024-02-28T05:08:08.457434Z", - "shell.execute_reply": "2024-02-28T05:08:08.456860Z" + "iopub.execute_input": "2024-02-29T05:09:11.184474Z", + "iopub.status.busy": "2024-02-29T05:09:11.184274Z", + "iopub.status.idle": "2024-02-29T05:09:11.188289Z", + "shell.execute_reply": "2024-02-29T05:09:11.187738Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-02-28T05:08:08.459756Z", - "iopub.status.busy": "2024-02-28T05:08:08.459375Z", - "iopub.status.idle": "2024-02-28T05:08:08.713484Z", - "shell.execute_reply": "2024-02-28T05:08:08.712772Z" + "iopub.execute_input": "2024-02-29T05:09:11.190475Z", + "iopub.status.busy": "2024-02-29T05:09:11.190279Z", + "iopub.status.idle": "2024-02-29T05:09:11.443032Z", + "shell.execute_reply": "2024-02-29T05:09:11.442341Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index bd7e460..99c9455 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2186,3 +2186,4 @@ date,hits 2024-02-26,948 2024-02-27,848 2024-02-28,856 +2024-02-29,892