From ea88251c23a6fc14cb835a6bc2789cd3be9a54b1 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Fri, 26 Apr 2024 05:08:10 +0000 Subject: [PATCH] Update for 2024-04-26 --- estimate.ipynb | 162 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 82 insertions(+), 81 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index c1af441..bf0a269 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:07:59.060501Z", - "iopub.status.busy": "2024-04-25T05:07:59.060303Z", - "iopub.status.idle": "2024-04-25T05:07:59.069488Z", - "shell.execute_reply": "2024-04-25T05:07:59.068835Z" + "iopub.execute_input": "2024-04-26T05:08:05.921762Z", + "iopub.status.busy": "2024-04-26T05:08:05.921564Z", + "iopub.status.idle": "2024-04-26T05:08:05.930842Z", + "shell.execute_reply": "2024-04-26T05:08:05.930246Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:07:59.105303Z", - "iopub.status.busy": "2024-04-25T05:07:59.104918Z", - "iopub.status.idle": "2024-04-25T05:08:02.309299Z", - "shell.execute_reply": "2024-04-25T05:08:02.308692Z" + "iopub.execute_input": "2024-04-26T05:08:05.967070Z", + "iopub.status.busy": "2024-04-26T05:08:05.966491Z", + "iopub.status.idle": "2024-04-26T05:08:08.521879Z", + "shell.execute_reply": "2024-04-26T05:08:08.521160Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.312296Z", - "iopub.status.busy": "2024-04-25T05:08:02.311712Z", - "iopub.status.idle": "2024-04-25T05:08:02.637726Z", - "shell.execute_reply": "2024-04-25T05:08:02.637012Z" + "iopub.execute_input": "2024-04-26T05:08:08.524603Z", + "iopub.status.busy": "2024-04-26T05:08:08.524342Z", + "iopub.status.idle": "2024-04-26T05:08:08.809814Z", + "shell.execute_reply": "2024-04-26T05:08:08.809094Z" }, "urth": { "dashboard": {} @@ -116,10 +116,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.640413Z", - "iopub.status.busy": "2024-04-25T05:08:02.640142Z", - "iopub.status.idle": "2024-04-25T05:08:02.643592Z", - "shell.execute_reply": "2024-04-25T05:08:02.642954Z" + "iopub.execute_input": "2024-04-26T05:08:08.812777Z", + "iopub.status.busy": "2024-04-26T05:08:08.812487Z", + "iopub.status.idle": "2024-04-26T05:08:08.815963Z", + "shell.execute_reply": "2024-04-26T05:08:08.815345Z" }, "urth": { "dashboard": {} @@ -136,10 +136,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.645985Z", - "iopub.status.busy": "2024-04-25T05:08:02.645638Z", - "iopub.status.idle": "2024-04-25T05:08:02.649307Z", - "shell.execute_reply": "2024-04-25T05:08:02.648739Z" + "iopub.execute_input": "2024-04-26T05:08:08.818193Z", + "iopub.status.busy": "2024-04-26T05:08:08.817858Z", + "iopub.status.idle": "2024-04-26T05:08:08.821308Z", + "shell.execute_reply": "2024-04-26T05:08:08.820679Z" } }, "outputs": [ @@ -147,7 +147,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-04-25 05:08:02.646634 UTC\n" + "This notebook was last rendered at 2024-04-26 05:08:08.818857 UTC\n" ] } ], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.651583Z", - "iopub.status.busy": "2024-04-25T05:08:02.651227Z", - "iopub.status.idle": "2024-04-25T05:08:02.660999Z", - "shell.execute_reply": "2024-04-25T05:08:02.660377Z" + "iopub.execute_input": "2024-04-26T05:08:08.823551Z", + "iopub.status.busy": "2024-04-26T05:08:08.823353Z", + "iopub.status.idle": "2024-04-26T05:08:08.833418Z", + "shell.execute_reply": "2024-04-26T05:08:08.832787Z" }, "urth": { "dashboard": {} @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.663480Z", - "iopub.status.busy": "2024-04-25T05:08:02.663097Z", - "iopub.status.idle": "2024-04-25T05:08:02.669263Z", - "shell.execute_reply": "2024-04-25T05:08:02.668738Z" + "iopub.execute_input": "2024-04-26T05:08:08.835938Z", + "iopub.status.busy": "2024-04-26T05:08:08.835489Z", + "iopub.status.idle": "2024-04-26T05:08:08.841695Z", + "shell.execute_reply": "2024-04-26T05:08:08.841113Z" }, "urth": { "dashboard": { @@ -239,10 +239,6 @@ " \n", " \n", " \n", - " 2024-04-23\n", - " 824\n", - " \n", - " \n", " 2024-04-24\n", " 956\n", " \n", @@ -250,6 +246,10 @@ " 2024-04-25\n", " 1000\n", " \n", + " \n", + " 2024-04-26\n", + " 916\n", + " \n", " \n", "\n", "" @@ -257,9 +257,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-04-23 824\n", "2024-04-24 956\n", - "2024-04-25 1000" + "2024-04-25 1000\n", + "2024-04-26 916" ] }, "execution_count": 7, @@ -289,10 +289,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.671785Z", - "iopub.status.busy": "2024-04-25T05:08:02.671341Z", - "iopub.status.idle": "2024-04-25T05:08:02.675056Z", - "shell.execute_reply": "2024-04-25T05:08:02.674446Z" + "iopub.execute_input": "2024-04-26T05:08:08.843889Z", + "iopub.status.busy": "2024-04-26T05:08:08.843588Z", + "iopub.status.idle": "2024-04-26T05:08:08.846861Z", + "shell.execute_reply": "2024-04-26T05:08:08.846336Z" }, "urth": { "dashboard": {} @@ -308,10 +308,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.677294Z", - "iopub.status.busy": "2024-04-25T05:08:02.676924Z", - "iopub.status.idle": "2024-04-25T05:08:02.680242Z", - "shell.execute_reply": "2024-04-25T05:08:02.679643Z" + "iopub.execute_input": "2024-04-26T05:08:08.849156Z", + "iopub.status.busy": "2024-04-26T05:08:08.848787Z", + "iopub.status.idle": "2024-04-26T05:08:08.852168Z", + "shell.execute_reply": "2024-04-26T05:08:08.851630Z" }, "urth": { "dashboard": {} @@ -340,16 +340,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.682512Z", - "iopub.status.busy": "2024-04-25T05:08:02.682139Z", - "iopub.status.idle": "2024-04-25T05:08:02.965748Z", - "shell.execute_reply": "2024-04-25T05:08:02.965097Z" + "iopub.execute_input": "2024-04-26T05:08:08.854580Z", + "iopub.status.busy": "2024-04-26T05:08:08.854113Z", + "iopub.status.idle": "2024-04-26T05:08:09.106125Z", + "shell.execute_reply": "2024-04-26T05:08:09.105447Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -386,10 +386,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.968070Z", - "iopub.status.busy": "2024-04-25T05:08:02.967865Z", - "iopub.status.idle": "2024-04-25T05:08:02.973327Z", - "shell.execute_reply": "2024-04-25T05:08:02.972786Z" + "iopub.execute_input": "2024-04-26T05:08:09.108715Z", + "iopub.status.busy": "2024-04-26T05:08:09.108494Z", + "iopub.status.idle": "2024-04-26T05:08:09.114383Z", + "shell.execute_reply": "2024-04-26T05:08:09.113740Z" }, "urth": { "dashboard": { @@ -401,7 +401,7 @@ { "data": { "text/plain": [ - "hits -64848.0\n", + "hits -64932.0\n", "dtype: float64" ] }, @@ -433,10 +433,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.975646Z", - "iopub.status.busy": "2024-04-25T05:08:02.975294Z", - "iopub.status.idle": "2024-04-25T05:08:02.979965Z", - "shell.execute_reply": "2024-04-25T05:08:02.979360Z" + "iopub.execute_input": "2024-04-26T05:08:09.116766Z", + "iopub.status.busy": "2024-04-26T05:08:09.116561Z", + "iopub.status.idle": "2024-04-26T05:08:09.121426Z", + "shell.execute_reply": "2024-04-26T05:08:09.120783Z" }, "urth": { "dashboard": { @@ -448,7 +448,7 @@ { "data": { "text/plain": [ - "hits -18.586414\n", + "hits -18.605158\n", "dtype: float64" ] }, @@ -480,10 +480,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.982322Z", - "iopub.status.busy": "2024-04-25T05:08:02.981947Z", - "iopub.status.idle": "2024-04-25T05:08:02.985066Z", - "shell.execute_reply": "2024-04-25T05:08:02.984510Z" + "iopub.execute_input": "2024-04-26T05:08:09.123812Z", + "iopub.status.busy": "2024-04-26T05:08:09.123614Z", + "iopub.status.idle": "2024-04-26T05:08:09.126815Z", + "shell.execute_reply": "2024-04-26T05:08:09.126280Z" }, "urth": { "dashboard": {} @@ -499,16 +499,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:02.987350Z", - "iopub.status.busy": "2024-04-25T05:08:02.986916Z", - "iopub.status.idle": "2024-04-25T05:08:03.316433Z", - "shell.execute_reply": "2024-04-25T05:08:03.315933Z" + "iopub.execute_input": "2024-04-26T05:08:09.128928Z", + "iopub.status.busy": "2024-04-26T05:08:09.128733Z", + "iopub.status.idle": "2024-04-26T05:08:09.427004Z", + "shell.execute_reply": "2024-04-26T05:08:09.426275Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -539,10 +539,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:03.318902Z", - "iopub.status.busy": "2024-04-25T05:08:03.318518Z", - "iopub.status.idle": "2024-04-25T05:08:03.324712Z", - "shell.execute_reply": "2024-04-25T05:08:03.324003Z" + "iopub.execute_input": "2024-04-26T05:08:09.429778Z", + "iopub.status.busy": "2024-04-26T05:08:09.429261Z", + "iopub.status.idle": "2024-04-26T05:08:09.436581Z", + "shell.execute_reply": "2024-04-26T05:08:09.435939Z" } }, "outputs": [ @@ -550,7 +550,7 @@ "data": { "text/plain": [ "hits\n", - "False 3398\n", + "False 3399\n", "True 91\n", "Name: count, dtype: int64" ] @@ -571,10 +571,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:03.327122Z", - "iopub.status.busy": "2024-04-25T05:08:03.326749Z", - "iopub.status.idle": "2024-04-25T05:08:03.330353Z", - "shell.execute_reply": "2024-04-25T05:08:03.329775Z" + "iopub.execute_input": "2024-04-26T05:08:09.438912Z", + "iopub.status.busy": "2024-04-26T05:08:09.438702Z", + "iopub.status.idle": "2024-04-26T05:08:09.442773Z", + "shell.execute_reply": "2024-04-26T05:08:09.442230Z" } }, "outputs": [], @@ -589,16 +589,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-04-25T05:08:03.332751Z", - "iopub.status.busy": "2024-04-25T05:08:03.332393Z", - "iopub.status.idle": "2024-04-25T05:08:03.554136Z", - "shell.execute_reply": "2024-04-25T05:08:03.553465Z" + "iopub.execute_input": "2024-04-26T05:08:09.444882Z", + "iopub.status.busy": "2024-04-26T05:08:09.444682Z", + "iopub.status.idle": "2024-04-26T05:08:09.668717Z", + "shell.execute_reply": "2024-04-26T05:08:09.667991Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index f8af23d..862a781 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2243,3 +2243,4 @@ date,hits 2024-04-23,824 2024-04-24,956 2024-04-25,1000 +2024-04-26,916