From fd7868281d2b6c4f982629855de9b337a0ed898c Mon Sep 17 00:00:00 2001 From: miguel5612 Date: Mon, 1 Jul 2019 21:46:23 -0500 Subject: [PATCH] Added MQ2 graphs --- .../MQ2_Regression-checkpoint.ipynb | 1025 +++++++---- Experiments/MQ2.eps | 1258 ++++--------- Experiments/MQ2.png | Bin 173952 -> 146460 bytes Experiments/MQ2.svg | 1566 +++++++---------- Experiments/MQ2_Regression.ipynb | 565 +++--- 5 files changed, 1966 insertions(+), 2448 deletions(-) diff --git a/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb b/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb index 3af3c60..15730f6 100644 --- a/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb +++ b/Experiments/.ipynb_checkpoints/MQ2_Regression-checkpoint.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 68, "metadata": {}, "outputs": [ { @@ -10,29 +10,22 @@ "output_type": "stream", "text": [ "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", + "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.20.3)\n", - "Requirement already satisfied: scipy>=0.13.3 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.8.2 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Collecting imblearn\n", - " Using cached https://files.pythonhosted.org/packages/81/a7/4179e6ebfd654bd0eac0b9c06125b8b4c96a9d0a8ff9e9507eb2a26d2d7e/imblearn-0.0-py2.py3-none-any.whl\n", - "Collecting imbalanced-learn (from imblearn)\n", - " Using cached https://files.pythonhosted.org/packages/e6/62/08c14224a7e242df2cef7b312d2ef821c3931ec9b015ff93bb52ec8a10a3/imbalanced_learn-0.5.0-py3-none-any.whl\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Collecting scikit-learn>=0.21 (from imbalanced-learn->imblearn)\n", - " Using cached https://files.pythonhosted.org/packages/75/14/fde90de4fc6722303ddbc183ec253c288dae8c7e4eb5a069ac49f14c9a0f/scikit_learn-0.21.2-cp37-cp37m-win_amd64.whl\n", + "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", + "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", + "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", + "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", + "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", + "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Installing collected packages: scikit-learn, imbalanced-learn, imblearn\n", - " Found existing installation: scikit-learn 0.20.3\n", - " Uninstalling scikit-learn-0.20.3:\n", - " Successfully uninstalled scikit-learn-0.20.3\n", - "Successfully installed imbalanced-learn-0.5.0 imblearn-0.0 scikit-learn-0.21.2\n" + "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", + "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", + "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" ] } ], @@ -45,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 69, "metadata": {}, "outputs": [], "source": [ @@ -67,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 70, "metadata": {}, "outputs": [ { @@ -105,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 72, "metadata": {}, "outputs": [], "source": [ @@ -131,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 73, "metadata": {}, "outputs": [], "source": [ @@ -145,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 74, "metadata": { "scrolled": false }, @@ -193,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 75, "metadata": {}, "outputs": [], "source": [ @@ -212,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 76, "metadata": {}, "outputs": [], "source": [ @@ -231,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 77, "metadata": {}, "outputs": [], "source": [ @@ -250,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 78, "metadata": {}, "outputs": [], "source": [ @@ -269,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 79, "metadata": {}, "outputs": [], "source": [ @@ -288,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 80, "metadata": {}, "outputs": [], "source": [ @@ -307,7 +300,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 81, "metadata": {}, "outputs": [ { @@ -347,10 +340,10 @@ " \r\n", " \r\n", + "\" id=\"md53135b1f9\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -415,7 +408,7 @@ "z\r\n", "\" id=\"DejaVuSans-50\"/>\r\n", " 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\r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -828,14 +896,14 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", + "\" id=\"m9d52214deb\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -857,9 +925,9 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -872,9 +940,9 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -887,133 +955,223 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", " \r\n", + "\" id=\"mba25e35195\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " 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Concentration')\n", @@ -1597,6 +2017,13 @@ "plt.savefig('MQ2.png')\n", "plt.savefig('MQ2.eps', format = 'eps', dpi = 1200)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/Experiments/MQ2.eps b/Experiments/MQ2.eps index 8ec4bda..e3041d9 100644 --- a/Experiments/MQ2.eps +++ b/Experiments/MQ2.eps @@ -1,7 +1,7 @@ %!PS-Adobe-3.0 EPSF-3.0 %%Title: MQ2.eps %%Creator: matplotlib version 3.0.3, http://matplotlib.org/ -%%CreationDate: Mon Jul 1 21:41:20 2019 +%%CreationDate: Mon Jul 1 21:45:42 2019 %%Orientation: portrait %%BoundingBox: -18 198 630 594 %%EndComments @@ -42,7 +42,7 @@ newpath /FontMatrix[.001 0 0 .001 0 0]def /FontBBox[-1021 -463 1793 1232]def /FontType 3 def -/Encoding [ /space /hyphen /slash /zero /one /two /three /four /A /B /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t /x /z /minus ] def +/Encoding [ /space /hyphen /slash /zero /one /two /three /four /A /C 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+ - - + @@ -1958,7 +1652,7 @@ z - + diff --git a/Experiments/MQ2_Regression.ipynb b/Experiments/MQ2_Regression.ipynb index 3196ea0..15730f6 100644 --- a/Experiments/MQ2_Regression.ipynb +++ b/Experiments/MQ2_Regression.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 68, "metadata": {}, "outputs": [ { @@ -10,29 +10,22 @@ "output_type": "stream", "text": [ "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n", + "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n", "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n", - "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n", "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n", "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n", "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", - "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.20.3)\n", - "Requirement already satisfied: scipy>=0.13.3 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", - "Requirement already satisfied: numpy>=1.8.2 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", - "Collecting imblearn\n", - " Using cached https://files.pythonhosted.org/packages/81/a7/4179e6ebfd654bd0eac0b9c06125b8b4c96a9d0a8ff9e9507eb2a26d2d7e/imblearn-0.0-py2.py3-none-any.whl\n", - "Collecting imbalanced-learn (from imblearn)\n", - " Using cached https://files.pythonhosted.org/packages/e6/62/08c14224a7e242df2cef7b312d2ef821c3931ec9b015ff93bb52ec8a10a3/imbalanced_learn-0.5.0-py3-none-any.whl\n", - "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", - "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", - "Collecting scikit-learn>=0.21 (from imbalanced-learn->imblearn)\n", - " Using cached https://files.pythonhosted.org/packages/75/14/fde90de4fc6722303ddbc183ec253c288dae8c7e4eb5a069ac49f14c9a0f/scikit_learn-0.21.2-cp37-cp37m-win_amd64.whl\n", + "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n", + "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n", + "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n", + "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n", + "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n", + "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n", "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n", - "Installing collected packages: scikit-learn, imbalanced-learn, imblearn\n", - " Found existing installation: scikit-learn 0.20.3\n", - " Uninstalling scikit-learn-0.20.3:\n", - " Successfully uninstalled scikit-learn-0.20.3\n", - "Successfully installed imbalanced-learn-0.5.0 imblearn-0.0 scikit-learn-0.21.2\n" + "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n", + "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n", + "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n" ] } ], @@ -45,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 69, "metadata": {}, "outputs": [], "source": [ @@ -67,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 70, "metadata": {}, "outputs": [ { @@ -105,7 +98,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 72, "metadata": {}, "outputs": [], "source": [ @@ -131,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 73, "metadata": {}, "outputs": [], "source": [ @@ -145,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 74, "metadata": { "scrolled": false }, @@ -193,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 75, "metadata": {}, "outputs": [], "source": [ @@ -212,7 +205,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 76, "metadata": {}, "outputs": [], "source": [ @@ -231,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 77, "metadata": {}, "outputs": [], "source": [ @@ -250,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 78, "metadata": {}, "outputs": [], "source": [ @@ -269,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 79, "metadata": {}, "outputs": [], "source": [ @@ -288,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 80, "metadata": {}, "outputs": [], "source": [ @@ -307,7 +300,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 81, "metadata": {}, "outputs": [ { @@ -347,10 +340,10 @@ " \r\n", " \r\n", + "\" id=\"md53135b1f9\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -415,7 +408,7 @@ "z\r\n", "\" id=\"DejaVuSans-50\"/>\r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -425,7 +418,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -464,7 +457,7 @@ "z\r\n", "\" id=\"DejaVuSans-51\"/>\r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -473,186 +466,186 @@ " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", + "\" id=\"m228b7913e6\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " 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\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -907,10 +900,10 @@ " \r\n", " \r\n", + "\" id=\"m9d52214deb\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -934,7 +927,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -949,7 +942,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -963,7 +956,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", @@ -971,214 +964,214 @@ " \r\n", " \r\n", + "\" id=\"mba25e35195\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " 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\r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1260,16 +1253,16 @@ " \r\n", " \r\n", " \r\n", - " \r\n", @@ -1284,35 +1277,35 @@ "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n", "C -1.55874 2.683901 -0.795609 3 0 3 \r\n", "z\r\n", - "\" id=\"m0266bc9147\" style=\"stroke:#1f77b4;\"/>\r\n", + "\" id=\"maabbe4e4fe\" style=\"stroke:#1f77b4;\"/>\r\n", " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", + "\" id=\"m4ab3480f1e\" style=\"stroke:#ff7f0e;\"/>\r\n", " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", + "\" id=\"m5fa196ecf9\" style=\"stroke:#2ca02c;\"/>\r\n", " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", + "\" id=\"mb6c1709430\" style=\"stroke:#d62728;\"/>\r\n", " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", + "\" id=\"m01d2f02937\" style=\"stroke:#9467bd;\"/>\r\n", " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", - " \r\n", " \r\n", " \r\n", + "\" id=\"m7353940d72\" style=\"stroke:#8c564b;\"/>\r\n", " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", - " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1554,7 +1547,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1587,7 +1580,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1640,7 +1633,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1677,7 +1670,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1717,7 +1710,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1780,7 +1773,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n", @@ -1967,7 +1960,7 @@ " \r\n", " \r\n", " \r\n", - " \r\n", + " \r\n", " \r\n", " \r\n", " \r\n",