From 57f660737209f89bc26d6b5f2be5ac426ab18647 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Wed, 21 Feb 2024 05:08:04 +0000 Subject: [PATCH] Update for 2024-02-21 --- estimate.ipynb | 164 +++++++++++++++++++++++------------------------ ipynb_counts.csv | 1 + 2 files changed, 83 insertions(+), 82 deletions(-) diff --git a/estimate.ipynb b/estimate.ipynb index 1e502a1..0a34c3e 100644 --- a/estimate.ipynb +++ b/estimate.ipynb @@ -5,10 +5,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:22.211003Z", - "iopub.status.busy": "2024-02-20T05:08:22.210807Z", - "iopub.status.idle": "2024-02-20T05:08:22.221144Z", - "shell.execute_reply": "2024-02-20T05:08:22.220471Z" + "iopub.execute_input": "2024-02-21T05:08:02.210161Z", + "iopub.status.busy": "2024-02-21T05:08:02.209957Z", + "iopub.status.idle": "2024-02-21T05:08:02.220485Z", + "shell.execute_reply": "2024-02-21T05:08:02.219858Z" } }, "outputs": [ @@ -73,10 +73,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:22.257406Z", - "iopub.status.busy": "2024-02-20T05:08:22.257181Z", - "iopub.status.idle": "2024-02-20T05:08:22.885467Z", - "shell.execute_reply": "2024-02-20T05:08:22.884836Z" + "iopub.execute_input": "2024-02-21T05:08:02.257568Z", + "iopub.status.busy": "2024-02-21T05:08:02.257153Z", + "iopub.status.idle": "2024-02-21T05:08:02.896110Z", + "shell.execute_reply": "2024-02-21T05:08:02.895463Z" }, "urth": { "dashboard": {} @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:22.888377Z", - "iopub.status.busy": "2024-02-20T05:08:22.888101Z", - "iopub.status.idle": "2024-02-20T05:08:23.113184Z", - "shell.execute_reply": "2024-02-20T05:08:23.112478Z" + "iopub.execute_input": "2024-02-21T05:08:02.899255Z", + "iopub.status.busy": "2024-02-21T05:08:02.898658Z", + "iopub.status.idle": "2024-02-21T05:08:03.127419Z", + "shell.execute_reply": "2024-02-21T05:08:03.126695Z" }, "urth": { "dashboard": {} @@ -106,7 +106,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_1900/962021147.py:5: DeprecationWarning: \n", + "/tmp/ipykernel_1934/962021147.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": "2024-02-20T05:08:23.116023Z", - "iopub.status.busy": "2024-02-20T05:08:23.115537Z", - "iopub.status.idle": "2024-02-20T05:08:23.118861Z", - "shell.execute_reply": "2024-02-20T05:08:23.118285Z" + "iopub.execute_input": "2024-02-21T05:08:03.130350Z", + "iopub.status.busy": "2024-02-21T05:08:03.129766Z", + "iopub.status.idle": "2024-02-21T05:08:03.133269Z", + "shell.execute_reply": "2024-02-21T05:08:03.132643Z" }, "urth": { "dashboard": {} @@ -151,10 +151,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.121159Z", - "iopub.status.busy": "2024-02-20T05:08:23.120951Z", - "iopub.status.idle": "2024-02-20T05:08:23.124247Z", - "shell.execute_reply": "2024-02-20T05:08:23.123562Z" + "iopub.execute_input": "2024-02-21T05:08:03.135711Z", + "iopub.status.busy": "2024-02-21T05:08:03.135319Z", + "iopub.status.idle": "2024-02-21T05:08:03.138758Z", + "shell.execute_reply": "2024-02-21T05:08:03.138066Z" } }, "outputs": [ @@ -162,7 +162,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "This notebook was last rendered at 2024-02-20 05:08:23.121828 UTC\n" + "This notebook was last rendered at 2024-02-21 05:08:03.136401 UTC\n" ] } ], @@ -189,10 +189,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.126749Z", - "iopub.status.busy": "2024-02-20T05:08:23.126376Z", - "iopub.status.idle": "2024-02-20T05:08:23.136276Z", - "shell.execute_reply": "2024-02-20T05:08:23.135736Z" + "iopub.execute_input": "2024-02-21T05:08:03.141315Z", + "iopub.status.busy": "2024-02-21T05:08:03.140930Z", + "iopub.status.idle": "2024-02-21T05:08:03.150869Z", + "shell.execute_reply": "2024-02-21T05:08:03.150354Z" }, "urth": { "dashboard": {} @@ -212,10 +212,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.138782Z", - "iopub.status.busy": "2024-02-20T05:08:23.138403Z", - "iopub.status.idle": "2024-02-20T05:08:23.145422Z", - "shell.execute_reply": "2024-02-20T05:08:23.144797Z" + "iopub.execute_input": "2024-02-21T05:08:03.153374Z", + "iopub.status.busy": "2024-02-21T05:08:03.152999Z", + "iopub.status.idle": "2024-02-21T05:08:03.159932Z", + "shell.execute_reply": "2024-02-21T05:08:03.159322Z" }, "urth": { "dashboard": { @@ -254,10 +254,6 @@ " \n", " \n", " \n", - " 2024-02-18\n", - " 54608\n", - " \n", - " \n", " 2024-02-19\n", " 34320\n", " \n", @@ -265,6 +261,10 @@ " 2024-02-20\n", " 37248\n", " \n", + " \n", + " 2024-02-21\n", + " 28392\n", + " \n", " \n", "\n", "" @@ -272,9 +272,9 @@ "text/plain": [ " hits\n", "date \n", - "2024-02-18 54608\n", "2024-02-19 34320\n", - "2024-02-20 37248" + "2024-02-20 37248\n", + "2024-02-21 28392" ] }, "execution_count": 7, @@ -304,10 +304,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.147988Z", - "iopub.status.busy": "2024-02-20T05:08:23.147605Z", - "iopub.status.idle": "2024-02-20T05:08:23.151090Z", - "shell.execute_reply": "2024-02-20T05:08:23.150557Z" + "iopub.execute_input": "2024-02-21T05:08:03.162499Z", + "iopub.status.busy": "2024-02-21T05:08:03.162074Z", + "iopub.status.idle": "2024-02-21T05:08:03.165585Z", + "shell.execute_reply": "2024-02-21T05:08:03.165046Z" }, "urth": { "dashboard": {} @@ -323,10 +323,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.153495Z", - "iopub.status.busy": "2024-02-20T05:08:23.153109Z", - "iopub.status.idle": "2024-02-20T05:08:23.156478Z", - "shell.execute_reply": "2024-02-20T05:08:23.155940Z" + "iopub.execute_input": "2024-02-21T05:08:03.167841Z", + "iopub.status.busy": "2024-02-21T05:08:03.167502Z", + "iopub.status.idle": "2024-02-21T05:08:03.170818Z", + "shell.execute_reply": "2024-02-21T05:08:03.170205Z" }, "urth": { "dashboard": {} @@ -355,16 +355,16 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.158974Z", - "iopub.status.busy": "2024-02-20T05:08:23.158600Z", - "iopub.status.idle": "2024-02-20T05:08:23.445473Z", - "shell.execute_reply": "2024-02-20T05:08:23.444757Z" + "iopub.execute_input": "2024-02-21T05:08:03.173229Z", + "iopub.status.busy": "2024-02-21T05:08:03.172843Z", + "iopub.status.idle": "2024-02-21T05:08:03.459581Z", + "shell.execute_reply": "2024-02-21T05:08:03.458868Z" } }, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -401,10 +401,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.448332Z", - "iopub.status.busy": "2024-02-20T05:08:23.447718Z", - "iopub.status.idle": "2024-02-20T05:08:23.453641Z", - "shell.execute_reply": "2024-02-20T05:08:23.453084Z" + "iopub.execute_input": "2024-02-21T05:08:03.462673Z", + "iopub.status.busy": "2024-02-21T05:08:03.462070Z", + "iopub.status.idle": "2024-02-21T05:08:03.468337Z", + "shell.execute_reply": "2024-02-21T05:08:03.467815Z" }, "urth": { "dashboard": { @@ -416,7 +416,7 @@ { "data": { "text/plain": [ - "hits -28600.0\n", + "hits -37456.0\n", "dtype: float64" ] }, @@ -448,10 +448,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.456188Z", - "iopub.status.busy": "2024-02-20T05:08:23.455622Z", - "iopub.status.idle": "2024-02-20T05:08:23.460495Z", - "shell.execute_reply": "2024-02-20T05:08:23.459929Z" + "iopub.execute_input": "2024-02-21T05:08:03.470880Z", + "iopub.status.busy": "2024-02-21T05:08:03.470499Z", + "iopub.status.idle": "2024-02-21T05:08:03.475478Z", + "shell.execute_reply": "2024-02-21T05:08:03.474861Z" }, "urth": { "dashboard": { @@ -463,7 +463,7 @@ { "data": { "text/plain": [ - "hits -8.352804\n", + "hits -10.936058\n", "dtype: float64" ] }, @@ -495,10 +495,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.462845Z", - "iopub.status.busy": "2024-02-20T05:08:23.462507Z", - "iopub.status.idle": "2024-02-20T05:08:23.465804Z", - "shell.execute_reply": "2024-02-20T05:08:23.465198Z" + "iopub.execute_input": "2024-02-21T05:08:03.478021Z", + "iopub.status.busy": "2024-02-21T05:08:03.477644Z", + "iopub.status.idle": "2024-02-21T05:08:03.480977Z", + "shell.execute_reply": "2024-02-21T05:08:03.480411Z" }, "urth": { "dashboard": {} @@ -514,16 +514,16 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.468300Z", - "iopub.status.busy": "2024-02-20T05:08:23.467937Z", - "iopub.status.idle": "2024-02-20T05:08:23.801770Z", - "shell.execute_reply": "2024-02-20T05:08:23.801090Z" + "iopub.execute_input": "2024-02-21T05:08:03.483321Z", + "iopub.status.busy": "2024-02-21T05:08:03.482956Z", + "iopub.status.idle": "2024-02-21T05:08:03.785934Z", + "shell.execute_reply": "2024-02-21T05:08:03.785221Z" } }, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -554,10 +554,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.804357Z", - "iopub.status.busy": "2024-02-20T05:08:23.804026Z", - "iopub.status.idle": "2024-02-20T05:08:23.810934Z", - "shell.execute_reply": "2024-02-20T05:08:23.810279Z" + "iopub.execute_input": "2024-02-21T05:08:03.789028Z", + "iopub.status.busy": "2024-02-21T05:08:03.788424Z", + "iopub.status.idle": "2024-02-21T05:08:03.795791Z", + "shell.execute_reply": "2024-02-21T05:08:03.795182Z" } }, "outputs": [ @@ -565,7 +565,7 @@ "data": { "text/plain": [ "hits\n", - "False 3336\n", + "False 3337\n", "True 88\n", "Name: count, dtype: int64" ] @@ -586,10 +586,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.813265Z", - "iopub.status.busy": "2024-02-20T05:08:23.812910Z", - "iopub.status.idle": "2024-02-20T05:08:23.816804Z", - "shell.execute_reply": "2024-02-20T05:08:23.816152Z" + "iopub.execute_input": "2024-02-21T05:08:03.798251Z", + "iopub.status.busy": "2024-02-21T05:08:03.797832Z", + "iopub.status.idle": "2024-02-21T05:08:03.801662Z", + "shell.execute_reply": "2024-02-21T05:08:03.801094Z" } }, "outputs": [], @@ -604,16 +604,16 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2024-02-20T05:08:23.819047Z", - "iopub.status.busy": "2024-02-20T05:08:23.818737Z", - "iopub.status.idle": "2024-02-20T05:08:24.084470Z", - "shell.execute_reply": "2024-02-20T05:08:24.083063Z" + "iopub.execute_input": "2024-02-21T05:08:03.803846Z", + "iopub.status.busy": "2024-02-21T05:08:03.803639Z", + "iopub.status.idle": "2024-02-21T05:08:04.060747Z", + "shell.execute_reply": "2024-02-21T05:08:04.060036Z" } }, "outputs": [ { "data": { - "image/png": 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" ] diff --git a/ipynb_counts.csv b/ipynb_counts.csv index 6acae2a..3473ecc 100644 --- a/ipynb_counts.csv +++ b/ipynb_counts.csv @@ -2178,3 +2178,4 @@ date,hits 2024-02-18,54608 2024-02-19,34320 2024-02-20,37248 +2024-02-21,28392