From 70da8ce4cdd4754008dfcec1c235001051b1e132 Mon Sep 17 00:00:00 2001 From: Yalin Date: Wed, 1 Nov 2023 12:10:30 -0400 Subject: [PATCH] update MCDA notebook to include criterion weight generation --- .../Bwaise_Sanitation/MCDA_plot.ipynb | 164 ------------------ 1 file changed, 164 deletions(-) delete mode 100644 course_demos/Bwaise_Sanitation/MCDA_plot.ipynb diff --git a/course_demos/Bwaise_Sanitation/MCDA_plot.ipynb b/course_demos/Bwaise_Sanitation/MCDA_plot.ipynb deleted file mode 100644 index 7d5aa25..0000000 --- a/course_demos/Bwaise_Sanitation/MCDA_plot.ipynb +++ /dev/null @@ -1,164 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "99a60326", - "metadata": {}, - "outputs": [], - "source": [ - "# Import libraries\n", - "import numpy as np, pandas as pd\n", - "from matplotlib import pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "cef9920b", - "metadata": {}, - "outputs": [], - "source": [ - "# Import data and do a bit cleanup\n", - "data = pd.read_excel('MCDA_Solution.xlsm', sheet_name='Macro', header=1, skiprows=0, usecols=np.arange(1, 10, 1))\n", - "names = list(data.columns)\n", - "names[-1] = 'Winner'\n", - "data.columns = names" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "f81b5ce0", - "metadata": {}, - "outputs": [], - "source": [ - "# Function to plot the criterion weight combinations where a certain alternative wins\n", - "def plot_winner(alt='A', color='k', linewidth='0.5', **kwargs):\n", - " fig, ax = plt.subplots()\n", - " alt = alt.upper()\n", - " winning_wts = data[data['Winner']==alt].iloc[:, :5].values\n", - " for winning_wt in winning_wts:\n", - " ax.plot(winning_wt, color='k', linewidth='0.5', **kwargs)\n", - " ax.set_xticks(np.arange(0, 5, 1))\n", - " ax.set_xticklabels(names[:5])\n", - " ax.set_ylabel('Criterion Weight')\n", - " ax.set_title(f'Winning Weights for Alternative {alt}')\n", - " return fig, ax" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "da96fc68", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "figA, axA = plot_winner('A')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "af369bc4", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "figB, axB = plot_winner('B')" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "6a27036b", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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