{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# An examination of the stochastic distribution of spatial accessibility to intensive care unit (ICU) beds during the COVID-19 pandemic: a case study of the Greater Houston area of Texas" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Abstract\n", "\n", "Sufficient and reliable health care access is necessary for people to be able to maintain good health. Hence, investigating the uncertainty embedded in the temporal changes of inputs would be beneficial for understanding their impact on spatial accessibility. However, previous studies are limited to implementing only the uncertainty of mobility, while health care resource availability is a significant concern during the coronavirus disease (COVID-19) pandemic. Our study examined the stochastic distribution of spatial accessibility under the uncertainties underlying the availability of intensive care unit (ICU) beds and ease of mobility in the Greater Houston area of Texas. Based on the randomized supply and mobility from their historical changes, we employed Monte Carlo simulation to measure ICU bed accessibility with an enhanced two-step floating catchment area (E2SFCA) method. We then conducted hierarchical clustering to classify regions of adequate (sufficient and reliable) accessibility and inadequate (insufficient and unreliable) accessibility. Lastly, we investigated the relationship between the accessibility measures and the case fatality ratio of COVID-19. As result, locations of sufficient access also had reliable accessibility; downtown and outer counties, respectively, had adequate and inadequate accessibility. We also raised the possibility that inadequate health care accessibility may cause higher COVID-19 fatality ratios." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import geopandas as gpd\n", "import pandas as pd\n", "from tqdm import tqdm\n", "import pathlib\n", "import warnings\n", "import utils\n", "import time\n", "import multiprocessing as mp\n", "import itertools\n", "import matplotlib.patheffects as pe\n", "import matplotlib.gridspec as gridspec\n", "from sklearn.metrics import silhouette_score\n", "from scipy.cluster import hierarchy\n", "from sklearn.cluster import AgglomerativeClustering\n", "import zipfile\n", "import numpy as np\n", "import jenkspy\n", "warnings.filterwarnings('ignore')\n", "\n", "tqdm.pandas()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Define paths" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Extract files related to inputs\n", "with zipfile.ZipFile('./data.zip', 'r') as zip_ref:\n", " zip_ref.extractall('./data')\n", "# Extract precalculated results \n", "# with zipfile.ZipFile('./result.zip', 'r') as zip_ref:\n", "# zip_ref.extractall('./result')\n", " \n", "data_path = pathlib.Path('./data')\n", "csv_path = data_path.joinpath('traffic_data', 'modified_csv')\n", "shp_path = data_path.joinpath('traffic_data', 'shp')\n", "result_path = pathlib.Path('./result')\n", "PROCESSOR_NUM = 6" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 0. Problem statement\n", "## 0.1. Uncertainty in supply (ICU beds) availability\n", "During the second COVID-19 outbreak in Texas (from May 1 to September 30, 2020), the percentage of available ICU beds in Harris County was maximized (21.3%, 344 of 1614 operational ICU beds) on May 25, 2020, and minimized (1.4%, 24 available beds) on July 15. The availability of ICU beds is closely related to the degree of supply that hospitals provide, and there is temporal uncertainty. For instance, an increase in ICU beds availability would alleviate local competition (i.e., more resources and high supply-to-demand ratio), whereas a decrease in availability would worsen it (i.e., fewer resources; low supply-to-demand ratio). " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "county_list = ['Harris', 'Fort Bend', 'Montgomery', 'Brazoria', 'Galveston', 'Liberty', 'Waller', 'Chambers', 'Austin']\n", "staff_ICU = {'Harris': 1614, 'Fort Bend': 122, 'Montgomery': 174, 'Brazoria': 40, \n", " 'Galveston': 94, 'Liberty': 8, 'Waller': 0, 'Chambers': 1, 'Austin': 6}\n", "xls_file = pd.read_csv(data_path.joinpath('hospital_availability.csv'))\n", "\n", "ICU_usage = xls_file.groupby('Date').sum()\n", "ICU_usage['use_other'] = ICU_usage.apply(lambda x:sum(staff_ICU.values()) - (x['Avail_ICU'] + x['COV_S_ICU'] + x['COV_C_ICU']), axis=1)\n", "ICU_usage['use_COVID'] = ICU_usage.apply(lambda x: (x['COV_S_ICU'] + x['COV_C_ICU']), axis=1)\n", "ICU_usage = ICU_usage.filter(items=['use_other', 'use_COVID', 'Avail_ICU'])\n", "\n", "aval_fig = ICU_usage.plot.area(color=['#ABABAB','#fb9a99', '#1f78b4'], linewidth=1, figsize=(15, 5))\n", "for temp_line in aval_fig.lines:\n", " temp_line.set_color('black')\n", "\n", "aval_fig.set_ylim(0, sum(staff_ICU.values()))\n", "aval_fig.set_xlim(0, 152)\n", "aval_fig.set_ylabel('ICU beds count', fontsize=24)\n", "aval_fig.set_xlabel('Date', fontsize=24)\n", "plt.xticks([0, 31, 61, 92, 123, 152], ['5/1/2020', '6/1/2020', '7/1/2020', '8/1/2020', '9/1/2020', '9/30/2020'], fontsize=20)\n", "plt.yticks(fontsize=20)\n", "plt.legend(loc='lower right', fontsize='xx-large')\n", "plt.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
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5/3/202031.054.038.042.027.033.000.033.0
5/4/202032.047.036.08.027.032.000.032.0
5/5/202028.048.032.010.046.029.000.029.0
..............................
9/26/202017.032.031.032.018.019.000.019.0
9/27/202017.033.029.032.018.019.000.019.0
9/28/202018.022.024.030.019.019.000.019.0
9/29/202015.023.020.022.026.017.000.017.0
9/30/202016.025.019.020.024.017.000.017.0
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153 rows × 9 columns

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" ], "text/plain": [ " Harris Fort Bend Montgomery Brazoria Galveston Liberty \\\n", "5/1/2020 33.0 49.0 27.0 38.0 43.0 34.0 \n", "5/2/2020 29.0 43.0 30.0 42.0 39.0 31.0 \n", "5/3/2020 31.0 54.0 38.0 42.0 27.0 33.0 \n", "5/4/2020 32.0 47.0 36.0 8.0 27.0 32.0 \n", "5/5/2020 28.0 48.0 32.0 10.0 46.0 29.0 \n", "... ... ... ... ... ... ... \n", "9/26/2020 17.0 32.0 31.0 32.0 18.0 19.0 \n", "9/27/2020 17.0 33.0 29.0 32.0 18.0 19.0 \n", "9/28/2020 18.0 22.0 24.0 30.0 19.0 19.0 \n", "9/29/2020 15.0 23.0 20.0 22.0 26.0 17.0 \n", "9/30/2020 16.0 25.0 19.0 20.0 24.0 17.0 \n", "\n", " Waller Chambers Austin \n", "5/1/2020 0 0.0 34.0 \n", "5/2/2020 0 0.0 31.0 \n", "5/3/2020 0 0.0 33.0 \n", "5/4/2020 0 0.0 32.0 \n", "5/5/2020 0 0.0 29.0 \n", "... ... ... ... \n", "9/26/2020 0 0.0 19.0 \n", "9/27/2020 0 0.0 19.0 \n", "9/28/2020 0 0.0 19.0 \n", "9/29/2020 0 0.0 17.0 \n", "9/30/2020 0 0.0 17.0 \n", "\n", "[153 rows x 9 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Missing histrorical usage data for Liberty and Austin counties (No Hospital in Waller county)\n", "# Therefore, we use the usage distribution of other counties to estimate theirs.\n", "aval_ratio = pd.DataFrame(index=xls_file['Date'].unique(), columns=[f'{county}' for county in county_list])\n", "\n", "for county in county_list:\n", " if county in ['Harris', 'Fort Bend', 'Montgomery', 'Brazoria', 'Galveston', 'Chambers']: \n", " county_xls = xls_file.loc[xls_file['County'] == county]\n", " county_xls = county_xls.set_index('Date')\n", " county_xls['aval_ratio'] = county_xls.apply(lambda x: round((x['COV_S_ICU'] + x['COV_C_ICU'] + x['Avail_ICU']) / staff_ICU[county] * 100, 0), axis=1)\n", " county_xls = county_xls.filter(items=['use_other', 'use_COVID', 'aval_ratio'])\n", " \n", " aval_ratio[county] = county_xls['aval_ratio']\n", " \n", " elif county in ['Liberty', 'Austin']: # ICU availability data missing in Liberty and Austin county\n", " counties_xls = xls_file.groupby('Date').sum()\n", " counties_xls['aval_ratio'] = counties_xls.apply(lambda x: round((x['COV_S_ICU'] + x['COV_C_ICU'] + x['Avail_ICU']) / sum(staff_ICU.values()) * 100, 0), axis=1)\n", " aval_ratio[county] = counties_xls['aval_ratio']\n", " \n", " else: # No hospital in Waller County\n", " aval_ratio[county] = 0\n", " \n", "aval_ratio" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 0.2. Uncertainty in mobility (travel speed)\n", "In addition, the uncertainty of mobility would change the size and shape of the service area that a facility provides. For example, high mobility during the nighttime would expand the service area of supply, whereas low mobility during the daytime would shrink it." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "inbound = pd.read_csv(csv_path.joinpath('IH10K_Beltway8_Downtown.csv'))\n", "inbound = inbound.set_index('Departure')\n", "outbound = pd.read_csv(csv_path.joinpath('IH10K_Downtown_Beltway8.csv'))\n", "outbound = outbound.set_index('Departure')\n", "\n", "mobility = pd.DataFrame(index=inbound.index)\n", "mobility['inbound'] = inbound['Average']\n", "mobility['outbound'] = outbound['Average']\n", "mobility\n", "\n", "fig = plt.figure(figsize=(15,5))\n", "ax1 = fig.add_subplot(111)\n", "plt.plot(mobility.index, mobility['inbound'], label='Inbound (I-10)', color='#b2df8a', linewidth=3)\n", "plt.plot(mobility.index, mobility['outbound'], label='Outbound (I-10)', color='#1f78b4', linewidth=3)\n", "plt.xticks(list(range(0, 55, 4)), [f'{h}\\n AM' for h in range(5, 13, 1)] + [f'{h}\\n PM' for h in range(1, 7, 1)], fontsize=20)\n", "plt.yticks(fontsize=20)\n", "ax1.set_ylabel('Traffic speed (mph)', fontsize=24)\n", "ax1.set_xlabel('Hours', fontsize=24)\n", "ax1.set_xlim(-1, 56)\n", "ax1.set_ylim(0, 70)\n", "plt.legend(loc='upper right', fontsize='x-large')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 0.3. Study Area: the Greater Houston, Texas" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(1, 1, 1)\n", "ax.get_xaxis().set_visible(False)\n", "ax.get_yaxis().set_visible(False)\n", "\n", "supply = gpd.read_file(data_path.joinpath('geocoded_hospital.shp'))\n", "supply = supply.set_index('SupplyID')\n", "supply = supply.loc[supply['ADULT_ICU_'] != 0]\n", "\n", "demand = gpd.read_file(data_path.joinpath('hexagon_houston_pop.shp'))\n", "demand = demand.set_index('GRID_ID')\n", "\n", "boundary = gpd.read_file(data_path.joinpath('county_houston.shp'))\n", "boundary = boundary.set_index('NAME')\n", "road = gpd.read_file(data_path.joinpath('major_roads.shp'))\n", "\n", "colorBrewer = ['#eff3ff', '#bdd7e7', '#6baed6', '#3182bd', '#08519c']\n", "breaks = jenkspy.jenks_breaks(demand.Pop, nb_class=5)\n", "for idx, cls in enumerate(breaks):\n", " if idx == 0: \n", " continue\n", "\n", " temp_hxg = demand.loc[(breaks[idx-1] <= demand['Pop']) & (demand['Pop'] <= cls)]\n", " if temp_hxg.shape[0] > 0:\n", " temp_hxg.plot(ax=ax, color=colorBrewer[idx-1])\n", "\n", "supply.plot(ax=ax, markersize=supply['ADULT_ICU_'] * 2, color='black')\n", "boundary.apply(lambda x:ax.annotate(text=x.NAMELSAD.split('County')[0], xy=x.geometry.centroid.coords[0], ha='center', \n", " fontsize=15, path_effects=[pe.withStroke(linewidth=4, foreground=\"white\")]), axis=1)\n", "road.plot(ax=ax, linewidth=0.5, edgecolor='k')\n", "boundary.boundary.plot(ax=ax, linewidth=0.5, edgecolor='k', linestyle=':')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 1. Analytical Framework" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We used the following three steps to measure spatial accessibility to ICU beds under the temporal uncertainty of supply and mobility. \n", "1) Calculate the probability distribution of supply and mobility, which would be used as the randomized input variables in the Monte-Carlo simulation.
\n", "2) Assess spatial accessibility to ICU beds 999 times (i.e., Monte-Carlo simulation) to investigate the impacts of the two randomized variables on the measures. The simulation provided the stochastic distribution of the measures for each location.
\n", "3) Spatial clustering was implemented to group locations based on the measures and to demonstrate which locations had sufficient and reliable accessibility.
\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1.1. Calculate probability distribution of supply and mobility" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(12,6))\n", "ax1 = fig.add_subplot(1, 2, 1)\n", "\n", "aval_ratio['Harris'].hist(bins=[10, 15, 20, 25, 30, 35, 40, 45, 50, 55], ax=ax1, color='black', grid=False)\n", "plt.xticks(list(range(0, 105, 10)), fontsize=20)\n", "plt.yticks(fontsize=20)\n", "ax1.set_ylabel('Days (total = 153)', fontsize=24)\n", "ax1.set_xlabel('Availability (%)', fontsize=24)\n", "ax1.set_xlim(0, 100)\n", "\n", "ax2 = fig.add_subplot(1, 2, 2)\n", "plt.hist(mobility['inbound'], bins=list(range(0, 75, 5)), label='Inbound', edgecolor='#b2df8a', linewidth=3, histtype='step')\n", "plt.hist(mobility['outbound'], bins=list(range(0, 75, 5)), label='Outbound' , edgecolor='#1f78b4', linewidth=3, histtype='step')\n", "plt.legend(loc='upper left', fontsize='x-large')\n", "ax2.set_ylabel('Frequency (total = 56)', fontsize=24)\n", "ax2.set_xlabel('Traffic speed (mph)', fontsize=24)\n", "ax2.set_xlim(0, 70)\n", "plt.xticks(fontsize=20)\n", "plt.yticks([0, 5, 10, 15, 20],fontsize=20)\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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0.20.40.60.81.0
Harris0.1570.6140.2290.0000.000
Fort Bend0.0520.3010.4900.1500.007
Montgomery0.1440.6730.1760.0070.000
Brazoria0.0980.4770.3400.0850.000
Galveston0.0460.4120.3590.1700.013
Liberty0.2460.4130.2660.0690.006
Waller1.0000.0000.0000.0000.000
Chambers0.9800.0000.0000.0000.020
Austin0.2460.4130.2660.0690.006
\n", "
" ], "text/plain": [ " 0.2 0.4 0.6 0.8 1.0\n", "Harris 0.157 0.614 0.229 0.000 0.000\n", "Fort Bend 0.052 0.301 0.490 0.150 0.007\n", "Montgomery 0.144 0.673 0.176 0.007 0.000\n", "Brazoria 0.098 0.477 0.340 0.085 0.000\n", "Galveston 0.046 0.412 0.359 0.170 0.013\n", "Liberty 0.246 0.413 0.266 0.069 0.006\n", "Waller 1.000 0.000 0.000 0.000 0.000\n", "Chambers 0.980 0.000 0.000 0.000 0.020\n", "Austin 0.246 0.413 0.266 0.069 0.006" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Calculate the percentage of how many percentage of ICU beds are available\n", "probs = [0, 0.2, 0.4, 0.6, 0.8, 1.0]\n", "\n", "supply_prob = pd.DataFrame(index=county_list, columns=probs)\n", "for county in county_list:\n", " for idx, val in enumerate(probs):\n", " if idx == len(probs) - 1:\n", " break\n", " \n", " supply_prob.loc[county, probs[idx+1]] = aval_ratio.loc[(aval_ratio[county] >= val*100) & (aval_ratio[county] < probs[idx +1]*100)].shape[0]\n", " \n", "supply_prob = supply_prob / 153\n", "supply_prob = supply_prob.drop(columns=[0.0])\n", "\n", "for county in ['Liberty', 'Austin']:\n", " for col in [0.2, 0.4, 0.6, 0.8, 1.0]:\n", " supply_prob.loc[county, col] = supply_prob.loc[['Harris', 'Fort Bend', 'Montgomery', \n", " 'Brazoria', 'Galveston', 'Chambers'], col].mean(axis=0)\n", "\n", "for col in supply_prob.columns:\n", " supply_prob[col] = supply_prob[col].astype(float)\n", "\n", "supply_prob = supply_prob.round(decimals=3) \n", "for idx in supply_prob.index:\n", " sum_prob = round(supply_prob.loc[idx].sum(), 3)\n", " if sum_prob < 1:\n", " supply_prob.loc[idx, 1.0] += 1 - sum_prob\n", " \n", " elif sum_prob > 1:\n", " supply_prob.loc[idx, 0.2] -= sum_prob - 1\n", "\n", "supply_prob" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1.2. Monte-Carlo simulation of spatial accessibility measurements" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'razed', 'toll_gantry', \"['road', 'residential']\", 'disused', 'road'}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|████████████████████████████████| 363736/363736 [00:26<00:00, 13935.11it/s]\n", "100%|████████████████████████████████| 262552/262552 [00:14<00:00, 18499.58it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Removed 644 nodes (0.0025%) from the OSMNX network\n", "Number of nodes: 261908\n", "Number of edges: 637266\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████| 83/83 [01:36<00:00, 1.16s/it]\n", "100%|███████████████████████████████████████| 2857/2857 [55:09<00:00, 1.16s/it]\n" ] } ], "source": [ "# Import mobility-related files\n", "file_names = pd.read_csv(data_path.joinpath('traffic_data', 'file_names.txt'), header=None)\n", "original_nodes = gpd.read_file(data_path.joinpath('osm_network_greater_houston', 'nodes.shp'))\n", "merged_edge = utils.road_network_with_uncertainty(file_names, data_path)\n", "merged_edge = merged_edge.set_crs(epsg=4326)\n", "G = utils.construct_network(merged_edge, original_nodes)\n", "G = utils.remove_uncenessary_nodes(G)\n", "\n", "# Find nearest node of OSM from supply and demand locations\n", "supply = utils.find_nearest_osm(G, supply)\n", "demand = utils.find_nearest_osm(G, demand)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "'\\nThis cell demonstrates only six-iteration of accessibility measurements out of the original 999 iterations \\nto demonstrate how the Monte-Carlo simulation works. If you want to increase the iteration count to 999, \\nchange `range(PROCESSOR_NUM)` to `range(999)`. This change will introduce a severe computational intensity \\nand would take a couple of months to finish the measurements.\\n'" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "'''\n", "This cell demonstrates only six-iteration of accessibility measurements out of the original 999 iterations \n", "to demonstrate how the Monte-Carlo simulation works. If you want to increase the iteration count to 999, \n", "change `range(PROCESSOR_NUM)` to `range(999)`. This change will introduce a severe computational intensity \n", "and would take a couple of months to finish the measurements depends on the specification of computational infrastructure.\n", "'''\n", "\n", "# # Set threshold travel time and corresponding spatial impedance\n", "# minutes = [0, 5, 10, 15, 20, 25, 30, 35, 40, 45, 60]\n", "# weights = {0: 1, 5: 0.9459, 10: 0.7544, 15: 0.5511, 20: 0.3993, 25: 0.2957, 30: 0.2253, \n", "# 35: 0.1765, 40: 0.1417, 45: 0.1161, 60: 0.0832}\n", "\n", "\n", "# start = int(time.time())\n", "# pool = mp.Pool(processes = PROCESSOR_NUM)\n", "# access_result = pool.map(utils.measure_accessibility_unpacker,\n", "# zip(range(PROCESSOR_NUM),\n", "# itertools.repeat(supply),\n", "# itertools.repeat(demand),\n", "# itertools.repeat(supply_prob),\n", "# itertools.repeat(file_names),\n", "# itertools.repeat(original_nodes),\n", "# itertools.repeat(minutes),\n", "# itertools.repeat(weights),\n", "# itertools.repeat(data_path),\n", "# itertools.repeat(result_path)\n", "# )\n", "# )\n", "# end = int(time.time())\n", "# pool.close()\n", "# print(\"***run time(min) : \", (end-start)/60)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt_cls = [0, 5, 10, 15, 20, 25]\n", "colors = ['#edf8e9', '#bae4b3', '#74c476', '#31a354', '#006d2c']\n", "\n", "fig = plt.figure(figsize=(20, 10))\n", "for i in range(PROCESSOR_NUM):\n", " ax = fig.add_subplot(2, 3, i+1)\n", " ax.get_xaxis().set_visible(False)\n", " ax.get_yaxis().set_visible(False)\n", " \n", " temp_result = gpd.read_file(result_path.joinpath (f'iter_{i}', 'demand.geojson'))\n", " \n", " for idx, cls in enumerate(plt_cls):\n", " if idx == 0: continue\n", " temp_cls = temp_result.loc[(plt_cls[idx-1] < temp_result[f'step2']) & (temp_result[f'step2'] <= cls)]\n", " if temp_cls.shape[0] > 0:\n", " temp_cls.plot(ax=ax, color=colors[idx-1], edgecolor=colors[idx-1])\n", " \n", " boundary.apply(lambda x:ax.annotate(text=x.NAMELSAD.split('C')[0], xy=x.geometry.centroid.coords[0], ha='center', \n", " fontsize=12, path_effects=[pe.withStroke(linewidth=4, foreground=\"white\")]), axis=1)\n", " \n", " road.plot(ax=ax, linewidth=0.5, edgecolor='k')\n", " boundary.boundary.plot(ax=ax, linewidth=0.5, edgecolor='k', linestyle=':')\n", " \n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1.3. Spatial clustering" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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AP-656010590.9607408.095061e+060.00.4908690.1709590.3920040.5316460.474282...0.5441340.3643420.5147740.3409680.5832510.2875960.5176950.4541630.372794POLYGON ((-95.51810 28.86203, -95.52761 28.848...
AR-657no_node10590.9607408.095061e+060.00.6374470.1709590.3432310.5316460.567732...0.5855380.3643420.6118670.3936660.4935960.2875960.4645200.3972270.358038POLYGON ((-95.46385 28.86060, -95.47336 28.847...
AS-658no_node10590.9603408.095060e+060.00.6374470.1709590.3432310.5316460.567732...0.5855380.3643420.6118670.3936660.4935960.2875960.4645200.3972270.358038POLYGON ((-95.43720 28.84609, -95.44672 28.832...
AT-659no_node10590.9607408.095061e+060.00.6374470.1709590.3432310.5316460.567732...0.5855380.3643420.6118670.3936660.4935960.2875960.4645200.3972270.358038POLYGON ((-95.40959 28.85914, -95.41912 28.845...
\n", "

5 rows × 1005 columns

\n", "
" ], "text/plain": [ " OBJECTID_1 Note Shape_Leng Shape_Area Pop n_1 \\\n", "GRID_ID \n", "AR-66 2 no_node 10590.960394 8.095060e+06 0.0 0.000000 \n", "AP-65 6 0 10590.960740 8.095061e+06 0.0 0.490869 \n", "AR-65 7 no_node 10590.960740 8.095061e+06 0.0 0.637447 \n", "AS-65 8 no_node 10590.960340 8.095060e+06 0.0 0.637447 \n", "AT-65 9 no_node 10590.960740 8.095061e+06 0.0 0.637447 \n", "\n", " n_2 n_3 n_4 n_5 ... n_991 n_992 \\\n", "GRID_ID ... \n", "AR-66 0.000000 0.000000 0.000000 0.000000 ... 0.000000 0.000000 \n", "AP-65 0.170959 0.392004 0.531646 0.474282 ... 0.544134 0.364342 \n", "AR-65 0.170959 0.343231 0.531646 0.567732 ... 0.585538 0.364342 \n", "AS-65 0.170959 0.343231 0.531646 0.567732 ... 0.585538 0.364342 \n", "AT-65 0.170959 0.343231 0.531646 0.567732 ... 0.585538 0.364342 \n", "\n", " n_993 n_994 n_995 n_996 n_997 n_998 n_999 \\\n", "GRID_ID \n", "AR-66 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 \n", "AP-65 0.514774 0.340968 0.583251 0.287596 0.517695 0.454163 0.372794 \n", "AR-65 0.611867 0.393666 0.493596 0.287596 0.464520 0.397227 0.358038 \n", "AS-65 0.611867 0.393666 0.493596 0.287596 0.464520 0.397227 0.358038 \n", "AT-65 0.611867 0.393666 0.493596 0.287596 0.464520 0.397227 0.358038 \n", "\n", " geometry \n", "GRID_ID \n", "AR-66 POLYGON ((-95.46480 28.83302, -95.47431 28.819... \n", "AP-65 POLYGON ((-95.51810 28.86203, -95.52761 28.848... \n", "AR-65 POLYGON ((-95.46385 28.86060, -95.47336 28.847... \n", "AS-65 POLYGON ((-95.43720 28.84609, -95.44672 28.832... \n", "AT-65 POLYGON ((-95.40959 28.85914, -95.41912 28.845... \n", "\n", "[5 rows x 1005 columns]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Import the precalculated result for the demonstration purpose\n", "measures = gpd.read_file(result_path.joinpath(r'precalculated_measures.shp'))\n", "measures = measures.loc[measures['Note'] != 'water']\n", "measures = measures.fillna(0)\n", "measures = measures.set_index('GRID_ID')\n", "measures.head()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# Calculate descriptive statistics of the monte-carlo simulation result\n", "measures['p05'] = measures[[f'n_{i}' for i in range(1, 1000)]].quantile(0.95, axis=1)\n", "measures['p25'] = measures[[f'n_{i}' for i in range(1, 1000)]].quantile(0.75, axis=1)\n", "measures['p50'] = measures[[f'n_{i}' for i in range(1, 1000)]].quantile(0.50, axis=1)\n", "measures['p75'] = measures[[f'n_{i}' for i in range(1, 1000)]].quantile(0.25, axis=1)\n", "measures['p95'] = measures[[f'n_{i}' for i in range(1, 1000)]].quantile(0.05, axis=1)\n", "\n", "measures['mean'] = measures[[f'n_{i}' for i in range(1, 1000)]].mean(axis=1)\n", "measures['std'] = measures[[f'n_{i}' for i in range(1, 1000)]].std(axis=1)\n", "measures['cv'] = measures['std'] / measures['mean']\n", "measures = measures.fillna(0)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Z-19 3.5479404339471095 0.22708169235648717\n", "AX-27 11.492793800367348 0.966447643595205\n", "AT-33 21.51333208226178 1.678546812397212\n", "BK-46 7.428480822881289 0.8623739246139915\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "colors = ['#eff3ff', '#bdd7e7', '#6baed6', '#3182bd', '#08519c']\n", "plt_cls = [0, 5, 10, 15, 20, 25]\n", "good_acc_value = 10\n", "hxg_plot = ['Z-19','AX-27', 'AT-33', 'BK-46']\n", "hxg_colors = ['#377eb8', '#4daf4a', '#e41a1c', '#ff7f00']\n", "\n", "fig = plt.figure(figsize=(20, 18))\n", "outer = gridspec.GridSpec(2, 2, wspace=0.05, hspace=0.15)\n", "for idx, ratio in enumerate(['p50', 'p05', 'p95']):\n", " ax = plt.Subplot(fig, outer[idx+1])\n", " ax.get_xaxis().set_visible(False)\n", " ax.get_yaxis().set_visible(False)\n", "\n", " for idx, cls in enumerate(plt_cls):\n", " if idx == 0: continue\n", " temp_hxg = measures.loc[(plt_cls[idx-1] < measures[f'{ratio}']) & (measures[f'{ratio}'] <= cls)]\n", " if temp_hxg.shape[0] > 0:\n", " temp_hxg.plot(ax=ax, color=colors[idx-1], edgecolor=colors[idx-1])\n", " ax.text(0.95, 0.95, str(ratio), fontsize=30, ha='right', va='top', transform=ax.transAxes)\n", " \n", " good_acc = measures.loc[measures[f'{ratio}'] >= good_acc_value]\n", " good_acc['dummy'] = 'dummy'\n", " good_acc.dissolve(by='dummy').boundary.plot(ax=ax, color=None, edgecolor='blue', linewidth=2)\n", " ax.text(0.95, 0.05, str(good_acc.shape[0]), fontsize=30, ha='right', va='bottom', transform=ax.transAxes)\n", " \n", " # supplementary poi\n", " boundary.apply(lambda x:ax.annotate(text=x.NAMELSAD.split('C')[0], xy=x.geometry.centroid.coords[0], ha='center', \n", " fontsize=15, path_effects=[pe.withStroke(linewidth=4, foreground=\"white\")]), axis=1)\n", " road.plot(ax=ax, linewidth=0.5, edgecolor='k')\n", " boundary.boundary.plot(ax=ax, linewidth=1, edgecolor='k', linestyle=':')\n", " fig.add_subplot(ax)\n", " \n", " if ratio == 'p50':\n", " for idx_2, hxg in enumerate(hxg_plot):\n", " measures.loc[measures.index == hxg].plot(color=hxg_colors[idx_2], ax=ax)\n", " measures.loc[measures.index == hxg].centroid.plot(color=hxg_colors[idx_2], ax=ax, linewidth=10, zorder=2)\n", " print(hxg, measures.loc[measures.index == hxg]['mean'].values[0], measures.loc[measures.index == hxg]['std'].values[0])\n", " \n", " inner = gridspec.GridSpecFromSubplotSpec(4, 1,\n", " subplot_spec=outer[0], wspace=0.1, hspace=0.2)\n", " # Histogram\n", " for idx_1, hxg in enumerate(hxg_plot):\n", " ax1 = plt.Subplot(fig, inner[idx_1])\n", " temp_df = measures.loc[hxg, [f'n_{num}' for num in range(1, 1000)]]\n", " bins = round((temp_df.max() - temp_df.min()) / 0.5)\n", " temp_df.hist(ax=ax1, color=hxg_colors[idx_1], bins=bins)\n", "\n", " ax1.set_xlim(0, 25)\n", " ax1.set_ylim(0, 300)\n", " ax1.set_yticks([0, 100, 200, 300])\n", " ax1.tick_params(axis='both', labelsize=20)\n", " ax1.grid(True)\n", " \n", " if idx_1 != 3:\n", " plt.setp(ax1.get_xticklabels(), visible=False)\n", " ax1.tick_params(axis='x', which='both', length=0)\n", " else:\n", " ax1.set_xticks([0, 5, 10, 15, 20, 25])\n", " ax1.set_xlabel('Accessiblity Measures', fontsize=25)\n", " fig.add_subplot(ax1)\n", " else:\n", " pass\n", " \n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of Hexagons | color hex code | Population | Min Acc, Mean Acc, Max Acc | Mean CV\n", "369 | #80cdc1 | 3276713.0 | 9.008 11.466 15.063 | 0.07\n", "988 | #dfc27d | 479899.0 | 1.904 3.706 5.742 | 0.092\n", "485 | #c7eae5 | 1376696.0 | 5.654 7.319 9.284 | 0.076\n", "762 | #a6611a | 88793.0 | 0.0 0.907 2.196 | 0.532\n", "85 | #01665e | 1822788.0 | 15.13 17.435 21.513 | 0.076\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "color_list = ['#80cdc1', '#dfc27d', '#c7eae5', '#a6611a', '#01665e']\n", "\n", "m_acc = measures[[f'n_{i}' for i in range(1, 1000)]] # Only columns of values\n", "m_acc = m_acc.fillna(0)\n", "\n", "clustering = AgglomerativeClustering(n_clusters = 5, linkage='ward').fit(m_acc)\n", "measures['cluster'] = clustering.labels_\n", "print('Number of Hexagons', '|', 'color hex code','|', 'Population', '|', 'Min Acc, Mean Acc, Max Acc', '|', 'Mean CV')\n", "fig = plt.figure(figsize=(10,8))\n", "ax = fig.add_subplot(1, 1, 1)\n", "for i in range(5): \n", " tt = measures.loc[measures['cluster'] == i]\n", " print(tt.shape[0], '|', color_list[i],'|', tt['Pop'].sum(), '|', round(tt['mean'].min(),3), round(tt['mean'].mean(),3), round(tt['mean'].max(),3), '|',round(tt['cv'].mean(), 3))\n", " tt.plot(ax=ax, color=color_list[i], edgecolor=color_list[i])\n", " tt.dissolve('cluster').boundary.plot(color='black', ax=ax, linewidth=0.5)\n", " \n", "ax.get_xaxis().set_visible(False)\n", "ax.get_yaxis().set_visible(False)\n", "\n", "# supplementary poi\n", "boundary.apply(lambda x:ax.annotate(text=x.NAMELSAD.split('C')[0], xy=x.geometry.centroid.coords[0], ha='center', \n", " fontsize=18, path_effects=[pe.withStroke(linewidth=4, foreground=\"white\")]), axis=1)\n", "road.plot(ax=ax, linewidth=1, edgecolor='k')\n", "boundary.boundary.plot(ax=ax, linewidth=1, edgecolor='k', linestyle=':')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2 0.6193 [0 0 0 ... 0 0 0]\n", "3 0.5187 [0 0 0 ... 0 0 0]\n", "4 0.5146 [0 0 0 ... 0 0 0]\n", "5 0.5286 [0 0 0 ... 0 0 0]\n", "6 0.5228 [0 0 0 ... 0 0 0]\n", "7 0.4791 [0 0 0 ... 0 0 0]\n", "8 0.469 [0 0 0 ... 0 0 0]\n", "9 0.436 [0 0 0 ... 1 1 0]\n", "10 0.4351 [0 0 0 ... 1 1 0]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "list_silhouette = []\n", "for i in range(2, 11):\n", " cluster_labels = hierarchy.cut_tree(hierarchy.ward(m_acc), n_clusters=i).T[0]\n", " list_silhouette.append(round(silhouette_score(m_acc, cluster_labels), 4))\n", " print(i, round(silhouette_score(m_acc, cluster_labels), 4), cluster_labels)\n", " \n", "plt.plot(range(2, 11), list_silhouette, color='black', linewidth='3', marker='o', linestyle='solid')\n", "plt.xticks(list(range(0, 11, 1)), fontsize=16)\n", "plt.yticks(fontsize=16)\n", "ax.set_xlabel('Number of clusters', fontsize=20)\n", "ax.set_ylabel('Silhouette coefficients', fontsize=20)\n", "ax.set_xlim(xmin=1)\n", "ax.set_ylim(ymin=0.4, ymax= 0.65)\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "temp_measures = measures.reset_index()\n", "\n", "Z = hierarchy.linkage(m_acc.to_numpy(), 'ward')\n", "dn = hierarchy.dendrogram(Z, labels=measures.index.to_list(), no_plot=True)\n", "\n", "D_leaf_colors = {}\n", "for leaf_idx in dn['leaves']:\n", " leaf_cluster = temp_measures.loc[leaf_idx, 'cluster']\n", " D_leaf_colors[leaf_idx] = color_list[leaf_cluster]\n", "\n", "dflt_col = \"#808080\" \n", "link_cols = {}\n", "for i, i12 in enumerate(Z[:,:2].astype(int)):\n", " c1, c2 = (link_cols[x] if x > len(Z) else D_leaf_colors[x] for x in i12)\n", " link_cols[i+1+len(Z)] = c1 if c1 == c2 else dflt_col\n", " \n", "plt.figure(figsize=(10,4))\n", "D = hierarchy.dendrogram(Z=Z, link_color_func=lambda x: link_cols[x], no_labels=True)\n", "plt.yticks(fontsize=15)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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hadbQefmuS0HDAJTMWWK1gY0xQyZZD3g8kBvz/DrcCmSjhhMOUVOxOmZDCCwPbIwZIskC8B5g+lA1JBN8/gAlsw+PPq/dts5SEMaYIZPsJtyrwHkiEsYdXwtwYgqrR6iqjphxuCddfh///sGHaHzvbcrmLbUUhDFmyCQLwFcAC4AvxWw7kd7TEMpImQihyt++sZhQuzvno75yAxoOI4ExPzjEGDMEeow0qlrhLbo5G5gGPItb/Syder/DWqizPRp8AcIdLdRXvU3prEMz2CpjzFiRtKunqg6wBdjipR62q+pzQ9GwoWGLcRpjMiflz9qqOurGDAeyc5HsPDTYFt2WN25iBltkjBlL+hRURWS6iHxURM4TkTNEZMSOljjnjreYcOBhiM/PxAVHkzd+UqabZIwZI9Jdkmgm7nI+pyTY9wRwiVc4Z8TwZ2Vx6nf/RXtTLbnFZaQwysMYYwZEOksSTcFdLn4abg3f53GHpx2Au0LxB4EXRaRcVXcPfFMHj/h8lnowxgy5dHrA38UNvlcBt6t683cBbyHMbwC3AN8BvjqQjRwsTjiEqiIiqONYL9gYM6TSyQF/GHhcVW+NDb4AqhpW1dtwF8T8yEA2cDDt27GRJ354BuHOTp665Rwe/mY5T938CdSx5eSMMYMvnQA8BVjdyzGrveNGjNqta3jiR2dYRTRjzJBLJwA3AAf2csxM77gRZd+OjZTOPhzxBSibV27TkY0xQyKdHPCLwCdE5Jeq+nLXnSJyNHAO8M+BatxgC+TkR4PuSVf8lY7mOssBG2OGjKS6DI+ILAFexl0c8y/AM7ijIKbg1of4FOAAx6lqb6mKYaG8vFxfeOpRC7rGmEElIqtVtbzr9nRmwq0RkU/g1oP4DPDp2OsDdcCFIyX4RtjwM2NMpqQ1EUNV/yEiBwJnAkuAcbg537XAQ6raMvBNHHw2BM0Ykwlp1130guz/eY8RzxblNMZkypiPNO1NtdRUrEKdENWbVtDaUJ3pJhljxogxH4Bzi8sombPEe+bwr2vejxMKZbRNxpixYcwHYBGh/NP7F/AItTex771NGWyRMWasGPMBGCCnuDT+eeGEDLXEGDOWWAAGuq+MYSMhjDGDzwIw4Osy6qHrc2OMGQwpRxoR+ZyILO7lmENF5HP9b9bQyh03kYnzj0Z8fkrnLCEnhVoQ6ji0NVST6kxCY4zpKp2u3u+Bj/VyzJnA7/ramIxRRVHUCVO7dQ1P3nR20pKUkbHDVr7SGNMfA/1Z2w+MmC5hpCB7ZCxwRG3FClr37Y0+79rbjR07bOUrjTF9NdABeAFQP8DXHDT7qt7iqZs/QU5hCSWzDo/b99IvL0IdJ2FvN7e4jLJ55Va+0hjTL0mnIovIPV02fUxEZiU41I9bC/gERlA5SlTdHmxjDT5/Vtyuuu3roz3brr3dvHETWX7lfVY/whjTL73Vgjg/5nsFjvAeiSjwGu7acCODCGXzygGlpmLF/s0+f1zPtmxeOdWbV1IyazE5RaXeMbaQpzGmf5LWA/Yqn4E7MHYr8FPgZwkODQP1I60a2pIjj9DVa9bSXL2Tf1x9dHT7Kdf8i9I5i6M9WycU4smbz6Ju2zpKZh/OyVf/DZ/fn6lmG2NGmJ7qASfNAavqu95jO/B93JKT7yZ4VI204Avg8wcQEZr2bo3b3lK7I+55R0s9ddvWoU6I2i2refLGj9nIB2NMv6V8E05Vv6+qzw9mYzJBHYd1D9wUt+3lO7/EEzeeRVv9HlSVnMISxs9YFN1fu+112htroufbeGBjTF+kXQ9YRPzAQcAE3Jtv3YykQN3eVMu+d9/otr22YgUPXV5O2bxliLgLdwZyCwm1N4M6vPirS1h+xV95+rZPWi1hY0yfpBWAReS7uDfZxvVy6IhJkOYWl1E65whqt67pvlMdaipWIQLqhAkH23A/NDjUbllNw+6KhCMkjDEmFSkHYBG5EjcP3AD8EdgBjOjCuU7Ybf7J33qIJ2/6OLVb1uKuK7qfPyePkpmHUFOxmrJ5S1GF2i2rKZl9OMUHzKd07lJqKlZROnepjQc2xqQlnR7wRcBOYImqjoplIyITMU66/F5O+PKvcYCX77yEms2riATicEcrx178S8TvJ7e4DA2H3WC99XWevuUcBBBxH6h63xhjTO/SCcAzgF+PluALgCrVm1dGh5iVzSvnpG/eS8OeLaz+329Ts3kFqMOz/30Rp337b7Q31uCEw9RuWwcajktP1FSsthSEMSYt6QTgPWkeP/yJUDr78OgQs5qKVTx1y9nUbV9P4QHzo4c1bF/Dozd8lKaqjfhz8kDDAEyYtZhAVraXnrApycaY9KRzy/6vwCkikjNYjRlq46cv5ORvPxyt61Ay+3BqvWDctPOtuGMbK9ejTohQW1N0W/22dajCmbeuYPlV99uUZGNMWtIJwNcCu4D7RWT2QDVARGaIyP0i0iAijSLyoIjM7MN1viUiKiIvpnqOzx/A5/Ox/Mr7OPPHq1h+1YP4s3MTHjt+trdwpz87Zqs7GgKfz4KvMSZt6QTgDcAs4ENAhYjUicjWBI8tqV5QRPKBp4GDgc8D5wHzgWdEpCCN68wBrgH29nZswvO9ug7BlnrCHa0JjznmvNvcb8JBAIpmHgHit9EPxpg+Syen68MddlYZsy1Rty+druBFwBzgIFWtABCR9cBm4EvA7Sle51fAn3AniPQ5T51bXEbZ/KOo2fxat33P/yJ+oY9wS62NfjDG9EvKwUpVZw3C658BvBoJvt7rbBORl3BX1+g1AIvIp4ElwKeAB/vTGBHh5Kvup63BHejx4q8uccf8zjqc+nfXxR3b6tWLsNEPxpi+yvS82UOANxNs3wAsSrA9johMAH4CXKmqdf1tjDqOG0zHTyJ/wmROufoBPnb7ak655mF3SrLPT8HEA/n4L7cwccExVpDdGNMvff647gW/QlXd0evBPSsh8Qoadbi1JnpzK7AJd726lIjIxcDFADNn7r/XF1n5omtdh0jP9qTL76VhdwXjpi6I3rizguzGmP5IqwcsIoUi8mMR2Q3UANti9h0tIv8SkSVptiFRGbFeI5qInAB8DrhU0yhFpqp3q2q5qpZPnLg/bdDWUE315pXd1nlzQiHqKzfy5C3n8O/rTuXpW85BHScanC34GmP6Kp1aEOOAF3HTBq/jBuCFMYe8gbsk0aeABJVtEqrH7QV3NYHe15a7C/gtUCUi471tAcDvPW9T1Y5UGqGOw8t3XRqdYBEZ2eCEQjzw9UPjxv5a0R1jzEBJpwd8DW7wPV9VlwD3xe5U1VbgOWB5Gtfc4F2zq0XAxl7OXQhcghuoI4/jgGO87y9NtRHuKser3Sfi47hLfoWI0LC7Ii74gs9yvsaYAZNOAD4L+Leq/iHJMe8C09K45iPAMd44XgC8RT+P8/Yl84EEj3W4N/U+ANyfaiNyi8sonbvUfaJub1gdh3FTFxDIKwIgkFfEGT9eZTPejDEDJp0APB1Y38sxzfReKzjWr4HtwMMicqaInAE8jFvq8q7IQSJyoIiEROTayDZVfbbrA9gHNHjPq3p7cSccQlUREY696I7o9upNr9G2bw8CjJu2EPAxbtpC8nvI+dqqGMaYvkgnADcBk3o5ZjZubjgl3jpyJ+GOZPgj7mSKbcBJqtocc6jgFnkf0GFzkXKU6jh0tDXG7Wtv2Ud7Uy11W9cADnVb10RvzMUG3MjoiYe/WR69ljHGpCKdYWgrgY+ISJGqNnXdKSIH4E5T/kc6DVDVSuDsXo7ZTgojI1T1xHReG1WqN61gz6ZXKZ1TDuIDdUB8jDtgPj6/uzx9ZGhaTmEJrfV7ePmuS6MV0I790i9tVQxjTJ+kE4B/BjwK/MsbSxslIgtx0wm5wM8HrnlDwCc8c8s5BHLy3eALoBBsqSdv3MToeN+cwhKevvVcqjevjI6WqKlYiaJxQdpu0BljUpXOVOR/i8h1wHW4N7o6AUSkBnfYmABXqerLA9/MwVE0ZQ44bmc+FFOEZ+KCZdFAGhnv29ZQTU3FqmjwBbcQ+z+veT9n//QNgm0NNinDGJOWtHKqqno97jCzR3CHeoVxJ1L8CzhZVW8d8BYOoqzcQgK5hd22H/Gf36e9y0216EgJ8TNuxqHR7eH2Zhr3brVJGcaYtKU9FVlVnwGeGYS2ZMRZP3uTx64/jcadb0e3PXH9aQCUzlnCyd96CJ/fD6rR6mf+7Fzw+cEJg/gomjw3U803xoxgmS7Gk3H+rCxOv+5xSucsQXz+uH21W9fw5I0fo7V+D+2NNdRUrEadMHVb10JktIM6PPHDj+KEwzYczRiTFhnLwWLJkUfo6jVrERG35kPVWzxx48fRzrb4A73C6/t2bCTc0Ywvu4AJ0xdQu3Vt9JCS2UfiC2RTu2V1XDEfY4wRkdWqWt51e48RQkQcb/LDgpjn4RQeocF8IwMpMg44HAzyxI0f4/HrT4sLvtEesYaprVhBuMMdmuwEW1j00cvirlW3bW234WjGGJNMshzw87g32Fq7PB89VKmpWMXjP/wo+3bElyUumbOEE77yG1745Zeo27Ky26kv/Pzz8cd36QHbcDRjTG96DMBdJzWkPclhJBBxV0Lesqbb9uVXPkAgO5ujzvsRj113SvdzI2OGxUfp7CM4+dsPI2A1go0xKRvTScpxB8xn+dV/o2z+UfE7VGnc7a6SVDx1AYg/wdmu0tlHuCMlIvleuxFnjElROvWA84CJwG5VDSbYnwNMBvaqavvANXHwNOzazDO3nsvyK/5KfdXbPH79qdF9uUWlgDsjLnbyRVd129fT0VxHdt44nvjRGdRXvgG4KYxTIkPYjDEmgXR6wNcC7wDdZy64CoC3gW/3t1FDxssBd7TUU3LgIW5PWHyUzT+KvPFu3SF/ID/+HIn/Jyubt5Ts/PE8+F+HRoMvQJ03hM2K8xhjepLORIzTgSd7WvxSVetE5EngI7jBekTwZWWTlT8eEWH5FfdF130TEdRxePxHH4o/QWMDqo/3XfxL9m5eQai9pdu1a7ets+I8xpgepdMDnoVbNjKZTd5xI0a4o5X7vrqQ2u3refq2c+PWfWtvqqVp15a44wM5BdHvS+eV88rdX+a52z+V8NoT59toCGNMz9LpAWcBvX2eVtyKaCNLZxuPX3969Gn15pXR0QwTFxxF9abXABg3czGnfufvBJtqURE0HOKRK5b1cFEfx15yp42GMMb0KJ0AvBV4fy/HnIi7LNGIFsjNJ6ewxE1LXHm/W5hHJFpwJ9erjvbiLy/u8Rqlc46w1IMxJql0UhCPAEtF5MpEO0XkamAJ8NAAtCujwh1tdDTXRdMQOd64XnUc2ur38OTNn+Dhy5dRt21t3HmFk+cBPkrnLOH4r/zGakMYY5JKpwd8G/AZ4EYRORd4HNiJuwjnqcARQCVwywC3cQgJ4vNHV7946pZPUFOxCn92PqH2FgJ5BYQ7WlEn8bC0rIJxnHnbCl666ys8csVR+HPyCLW3MnH+MqsNYYzpJp2C7PUiciLuum3vw+3tKvuXCnoZ+Kyq1g9wG4fUqdf9m/HTDqJ9395o7jfU7hVtj12i3ivQs+j0r/LCHZ8DoH7ratoba6ndshp1QtHjbakiY0wi6RZk366qxwHlwFeB73pfy1X1eG/tthHLn5PPe28+S2dnJ5rg5lkgtxDxBZg4/2g+eO2j+ESiwTdCfT7K5i1FfH53SXvxW20IY0xCaRdkB1DVNcCaXg8cYcIdLaz/6w9Y/9cfcNbP3qZs/lHUVKyi5MDFKFC/fT3jD1xMOBTk8e+fRvdBIUJWdiHBthbUUcZNW8gJl95J7vhJNhrCGNNNnwLwWLDxiV+5N8/UoW7769Ht+959vcdzQPnnt98XfVa7ZTX4fO4NPHVwOlvxZRVYMDbGAEkCsIhci5vj/YU3yy3V2W2qqj8YkNYNoaUX/JTVv/uv6PO3//Gzfl+zeOp8copKUXXYvf53dDTtIKdoBlMWX4CI3ZAzZqzrcUUMEXFwA/BCVd3kPU+FquqIqEAzpyxbf3iGe2Os8IAFNO/qbaJfz8TnZ/zMw6iP6S0DlMxdxknf+D3bXvwhWbm5iPiYcfQV+LN7KqlhjBlteloRI1kK4gPe18ouz0el/gRfcJeob3hvE8XTF9FYtTG6vW7LSp667TPUv7uOokmTOeTDH0MCef1trjFmFEgWgOtxS0+2A6jqc0PTpGFKBHqZUOEEW+OCb0T99nWA0rR3D52tjW4uOKdokBpqjBkpkiUi1wKXRJ6IyNMi8rkkx49ufZ3NJn4mzDkSRCiaNJms3JFXKsMYMziS9YAdIDaXeyLw7GA2ZjQSgRO+fBfvrfkFgWwfvkCOpSCMMUDyHnAV7vTiMUF8fgjkpHVOyZyljJu+KOkxqkpWTh5ZuVnucLRwkD3r70HVCrUbM9Yl6wH/HfiqiLwF7PK2ne9NR05GVXX5ALRtSI2feRgnX/03/nnNCbTWVsXtE5/fqwfRFLf9hK/+htyiUp740ceo27Z/XooEctBQh/tEHVrqdpNdOJVgk3vdYPNOnM5WGwlhzBiXLABfA2QDH8YtQ6m4xdZn9XLNEVn6K9TejD8Q4PQbnueBS+fE7VMnTDjYGrfNn1NAblEpIsLxX76bjuY6copKwFGe/8UX2ffuOgACuUUUTplD056noufmFM/El1WAMWZsS7YsfRPxN+Ec4DpVvX4oGjbUmnZX0N5QTd6EyZz983d47Aen0FJdGd3vz86laMr86DjfcEcLrbW7eOmuS6O937L5R6HhUDT4Apzy3b/z3opbUWf/OqZlB51js+GMMT3ngEWkWESyYzY9B2wf9BZlUKTrHupsoaVmZ9y+UHsLy867KW7bP689MS71UFOxirrt6+KOefHnn8QJd8Rts+BrjIHkN+Hqgatjnm8H9g1mYzLtpTsvxQmFePmuSxMuRe9omP3VN8EJtsXtL5mzpFvx9aa9e+lsb4/Z4icUbMKx1ZKNGfOSBeDYWr8An2eUj4qo2byCqnWPU1OxKuH+J3/4UbqnuN0VMM788RqWffZHXVZNhsKJk8grjc0ph9n9+p3sePVGHCc0oO03xowsyQLwLmDeUDVkeFBe+sVFPS8h1CW4ls0/ijNvX83J33oI8fnIKSqN2y8+P7njZjL18IvIKT4w/lLhDkJttQPaemPMyJJsFMTTwGdEpIz9w9A+JiKzermmquoXBqJxGaMO46YdTMN7m6LPQUB8lM1dQmd7Kw1VG93JceEwT996DjUVqymbt5SyecuoqVjpnRamdstagi31TFl8AaGOZt5bcwca7kD8OQTybIUMY8ayZNXQJgP/A5yM21PumpLoyYishhYrkFfEWT97k8bdFTz2vQ9G88Hi81My63Bqt63bnyMWX7RnLL4AH/zOP/n39adGr1Uy+3BOueYf+Lz14BwnRKitlkDexOg2Y8zo1lM1tB4jgKruUdXTgDzcsb8C/BSY3ctjToLLjRgfuPI+zr5jI/5AgPHTDmLi/GUg7t8TdcLUbV9P6ezDo9v2B1936aHsLmmIGeUHs+eN30Vnvvl8AbILJiMC4WCzrZhszBjW64oYqtoJVIrIu8B2VX138Js1NAI5+XHPJy44mskHvS86TExEOOnye9m3azNr/nSNl2Yo5wPf/AsNuyui20rnLuX4S+8kd9xE2huq46656eknWXiKn4nBFgJeBbTeCrTb6hnGjA3prIo8ezAbkgnhznagAH9OAR++4VnySw6IC3jqODx92yepqVhF6dylnHnrCnKKy3j61nPjtsWu+ZZTVEogt5BQezMAbbW1rL33L+xYs4XlV96P+Hw4na10NO0Adeho2hE3LdlWzzBm7Ej7f7aIZInIaSLyDRH5bsz2XBGZJCMoWqg3Fjfc0ULNtjXd0gHtTbVUb16JOiFqKlbhOA57N79G9aYV0W3tLfVx53Q01hDuMj5Y1aGmYjWtdZWoKr6sAnKKZoD4yCmaETctOVFwNsaMTmktyikipwG/Babg5oQViKz/dgTwEvBZ4M8D18Sh8fIvv0Qgr4izf/YmvkAAdRzUCePPySPc3kwgJ59/fvdEwu3N4PODIwRy8/n3dadSNq+c5VfeB8CLd16KOt5NO78fDbvfF0+Zyt6N95BTNJ3Jiy9g4sHnAII/uzCu1y2BPLdwT/N73YKzMWZ0Sbm3KiLlwEO4QfcbwP/F7lfVV4FtwMcHsH2DqmsOONTWxN6KFYQ7O3niR2fy8OXL3IALhIOt0e9xwhz3lbsJd7R5PeGV7Nv5Du2NNe5KyAD4UCfSoxbmnnAcIhBsrqLq1ZupWnEbezf+Oa4sparDnjd+T7BpJ9kFU5l82PmDngNWdexmoDEZkk664LtAK1Cuqj8HNic4ZiVweDoNEJEZInK/iDSISKOIPCgiM1M4r1xE7haRt0WkVUQqReRPIpJyrtrNAcde1Mezt32KB79+KLVb18RNvPBl5bpDzrzjxk0/jJJZiwF3dMRj3zuZ5++4kLK5S90REfPLGTd1hrsSxuSpcSthRArzBJur2L3uN4Q6mlDV/ekHlGDLe2goPpUx0CL55h0rbmO31Sg2ZsilE4CPAx5S1d1JjtkBHJDqBUUkH3fCx8G4U53PA+YDz4hIb5+9/xM4BPg5cDpu3YolwCoRmZHK62tMPYbCyXNAHdQJRW+gxQp3tBLtjKrDv751jBukY9RtW0vtu+vdCRrqsOCkD5BfUkLTnp1sfOzRhL3MYPNOqrwAKIG8HnPDg8HyzcZkVjo54EKgppdj8kkvqF+EO274IFWtABCR9bi96y8Btyc592ZVjRvzJSIv4aZBLgKu7fXVo5/ufTTv3R7d7I5iaMWfk0u4IxKUNCal0LNIgZ7ara/Ttm8nrbXudOOmvXvobG+ncOJ8wo4Sbo2ttqZ0NFbidLYyZfEFQzYELXIzMDLiwvLNxgytdALwTtweZzJHAFvTuOYZwKuR4Augqtu8QHomSQJw1+DrbXtXRKqBaSm9ejSeOnE1dgoPOAi/KHXb11E6ZwmHnPlNnv/JZ1K6ZMT4Aw+jftvr+69ZNolZJ3yHrNxiQAkHW1BV9r51L53Nbtph71v3csDhFw7ZShkiMqQB3xgTL53e6qPAqSJyfKKdInI6cCzwjzSueQjwZoLtG4Dki60lbsNCYBLwVirHB3IL3LXguti3bTW1W9e4tRy2ruH5O77Y7ZjiGYspmX0kPc3O9olQfICbCcmbMIGFp38Iv9+PiCDiI5BTRFZuMZMWnhs9J9hUSTjYkkrTB4yIr9tIDGPM0EgnAN+IWw/4cRG5GS9AisiHvef34RbtSZY26KoEt+5wV3XAhDSug4gEgDuBatyhcj0dd7GIrBKRVR3+Yj5682v7b671JMHNsMYd6znu0rs59ftPJDylbvs65h5/LL5AgLb6etb85f8Id3biOOHoqANVh3Dn0AZcY8zwkc5MuJ0i8kHgr8AVMbsewe0GbgHOUtXe8sTdLp1gW1+6Y/+N2wP/sKomCurui6neDdwNUF5err5AwF2tOKYVJXOWID4/tV5Vs5689KuLOeXbD1M67yj32Kxc6HSDddm8ciQwHifk1vwNBzt454nvUDTxAHA6ySqcjs8ndDTuX/ZI/Dn4svITvtZIoKp0qkOW+KxHbUwK0pq1pqprgIOAjwE3A7/B7fGeAyxU1TfSfP163F5wVxNI3DNOSERuBC4GLlTVx9NpQG5xGeNnHha3bclnfsjR5/+013Prtq+jvaEan08Qny8afBE/x15yJ9OXxqcutr38IhruAJTO5h1xwRdAw52DPvRssKgqG/fVsqZ2Dxv31dIRDtnYYmN6kdZMOABVDeP2eh8ZgNffQOIbe4uAjalcQESuwR2C9jVV/WPaLVBFu6xM8eQPTk/2ikQ77erw3M8/T0PV29HZb5FDcgom4AsEmDDrSOq3rwWgpbaWzvZ2svPyEl45p9gdiTASi/F0qkNTyB3f3BQKsrZuL0WBbBaNLx0x78GYodbnug3eop0zRKS4H6//CHCMiERLWHoF348jhQAvIl8DbgCuUdU7+tKA9qZa9lWmFOs9SvG0g6PP9lW+iS+QHX+IE6ZxzxZEhJO/9QAlsw5DfAHK5i6loGweiTIs4stm0qGfB3RYTY5QVYJOGMdxCDrhHnu1WeKjqMu/Q1MoSKcTTnqeMWNZurUg/Lj53y/i1v6NbN+Gm464TVXTWejs18BXgYdF5Dvsry2xA7gr5voH4uaYr1fV671t/4lbn/gx4GkROSbmuo2qmlJUzS0uo2z+Mmo2v+a92P4C64mUzF5C/bvr47aFg/ETGHw5+YybugDHCbFz5W0sOHEZoeBS8ktn0dlcRXbhNByFUEtV9Bx1gnQ0VpKdP7HHSmnp6m9POpJWaAoF8SOE0R57tSLCovGldDphNjXU0xzupCiQHff9wnElhFDLERvjSTkAe0vUPwa8HzdQ7sAd9XAAbsH2HwKnicgHVTWYyjVVtUVETgJ+AvwRt2v4FPBfqho7HU0AP/E99tO87ad5j1jPASem+L44/pJf8fAVy9w0QoJ13973hTtoqt5O0QHzyCsu48GvHUqovanHa37kRy/g8/kItlS7yw+JkJXj98b7urPfsoumsb8n7PYO9775e7KLZpJdOJ1gc1W/JkcMRFnL2LRC2GtjUyhIpzpkS/fheyJCtj/AIRPK6FQHVWVt3d7oeRv21dLiBWNLTRiTXg/4Mtyg9g/gm6oarQUhInOBHwMf9Y67KdWLqmolcHYvx2yny+d2VT0fOD/V10kmd/wkby23Vfiz86LBtWTOEj5w2V948BuLCbc3488t5MM/eJZQe89DxwK5hYi6vcdA3kTEn+PdeIvJHfuyCDa/R6IBIMGmHRxw5KX4swr6NT43Wc3hVEXSCrE94HxfAH8v2QQRIVv8qGr0/MJAFs2hTiB5EDdmLEmnS/Rp3EkTH4sNvgCqugU4C/emWnpTxoaByMoXp177qFsTwlO/fT3Vm1fsr4jW3kxHcx1l85f1eK1QezMPX3EUT918Nk6wmelHX8Xkwy6IP8gJkl04FcRHVuE0sgun79/ny2LX2l9R/fZfSTxCLzXJag6nKpJWWFI6mSMnTMSH0OqEWF23l3A4nNb5i8aVRnPERYFsskZO2WhjBk06PeB5wB3aw10hVXVE5FHg/w1Iy4bQ/pUvVsaNZiiZtZjXH4jvzOcWl3HyVffT1lCNqvKv755IqK1LOkLD1GxeydYXbqBo0kFMPux8copn0tHoruaUXTSTyYedz5719xBsdvPAgfyplC04g92v3wVov/O/AzXNONKbbXGCON4fBAflzbpq5o0vIc8fSLq4aOR8wM0R2zhhY6LSCcBB3II8yRQAnX1vTma0N9VSU7EqfigZEAqHaXh3/9Dm0jlLyPOWH8qfMBmAs3/2Jvt2vsPKP1xF3bZ1+HPzcYJtFJSWEsjOjgbSsoPOJtzZij+rkEBOEeFgE8Hm/QV5Qq27CGQXuYF6gIrjRKYZqzqEOppIVAA+VXm+AD4kGoTbcHhjXw0+4PAJE8n2B3q9bmwwNsakl4JYD3xCRLqv4w6ISBnwCWDdQDRsKOUWl1E2d2m3KckN775B6ZwjAB8TZh7G8m89FA0y6ji0NVSDCGv+fK27WvKcI/j4j19n/PRFNFdXs/GxR8kqmEr1239l58rb2f36nex96884Tpi9b8WnGLKLZuDPLmTK4guYcdTlTFl84YD0EiM346pW3EbVilvZte63hMOdBFv24DipD3Hz+XwsLZlEvi/+b7YDrK2vZuO+WhtqZkya0gnA/w1MBFaIyBdEZI6I5InIbBG5AHjN2//fg9HQwaThMHU7NnQbATFu5qEce8mdlMw+nH1VG3nm1nMIB4PUVW7kyZvP5qHLlvLEjR+jevNK0DC1W1/niRs/Sn3lG4DStHcvxdNOpqNxR/Sanc072bX2boJN+7f58yZ7oxQk5eI4qa5k4XS2xr1+sKmSqtdu5r01v2DHqzfiOKmPGvT7/RxWMpEjJkzE32Usc+TGmts2tbG/xqRA0vlPIiI/wp111lP9hltU9eoBatugKy8v11WrVlFf9TaPXbs8tZMCuRCKX0lj/IxD2bdjI/7cPMJdRkhMXHA0B3/wg7TWbCErN7fHwDr9qCuiy9b3Jp0hZqrK7vX3RPPPgfwphFr319SfuuQrZBdMTul1YzmOQ2u4k3ebG2kK7R9aBkTHDttwM2NcIrJaVcu7bk9rIoaqfltEHgG+ABwJjAMagLXAPar6ykA0dqgVT5nnLbTZ+539rsEXYF/VW0w48FDq3+1eCqNm80rW1G2lpbaGokmTOeT0DyUMSJEebSo3zNIZYha5GRcONgOCBPKpeu0md3yyP4dAXsKMUq98Ph+FvhwWjS+Lu7EWdMJxU5JtuJkxPetLLYhXgVcHoS0ZE2yqTRp8/dl53ZaaBxCf35u8EWbfjo1MmHmol36IHkBBWRnN1d5kBG9VjK61ILILp1P99n3RyRe9TZpIdyULt/7w/hnjM465ilBbLYG8iUlHMKSi64212LHDNtzMmOTsfwegSXqc42ceypm3r6d7/QYfp3z3Ubcou/gpnbuUE772O0rnLEF8ASYuOJozb1vFkv/8MkWTp7iLc06aHF2cs/Sgczlg6TfIKphGsLmKYFOl26P1liZKJtKr7evNOp8vQHbB5KTBt6953Lixv5Z+MCappDlgEckBXgCagNNUNeEQM2+a8qO4w9BO6Om44SaSA1ZVnrjx4wnr/4rPT8msw6nbvo7iqQto2LMdOtvw5xZSMvMQaipWM2HWYvyBrOj3x3/5LrLzCgh1dJBTXEq4o5nKVb/Bp/tiApKQXTCFYMuu+Nfz5zDjmKsRkYxVRIutAZEoj2t1f41JT19zwJ8BlgIfTRZUVTUoIrcC//LO+X0/2jr0VHtMQYg/m9pt60DDNOx8h0jl9nBHW3TscN22dYi4y9PXbV3D07d+DCFM8969lM1fxvIr7+fAoy6masWtsS/aLfgCqNOJ09lK9dt/TfEm28CXruxaWjI2j9tbcDbGpK63FMRZwFZV/VdvF1LVx3BXMz5nIBo2lNqbaqndujbhPqezDX92jvtEHSIDQErmLHFXvfAFKJ27FH/2/rxu856dNO3dg6pDTcUq2ptq8WXlI/6cXtuSXeROS47eZGusJNTRnPDYyGiIRKUrUx2mlkhsacmuedxEwdkY0ze99YCPxO3Vpup54EN9b05m5BaXUTRlLk27KxLu3780/X7LPvtDJsxYSHtTLajy0GVLo/uKJk+DSA94Xjm5xWU4nS1ouPuHiEjls4hg8y4kkOtub6oElPfW3MGMY67C13USRA+jIfpbCS1aWjJBmqHrTTZ3bTu1XrAxfdDb/8oyYE8a19sDlPa9OZkhIhx76T1pnZNbXOZ+4zg4qkxcsAzEz/iZh3HiFQ9x6rVPc+aPV7P8qgcQEXfkQvGM6PnZRTOZftQVTFz4n/EXdjoJtdVSOu8j0U0a7iDUVtutDT0V3IkLzI3uSsvp9ohFhGyfP2Hud+G4EpaUTIqWm7QliIzpm956wG30Xv8hViHQfaDsCNCwM/Xl7EpmH0lOUSmP3/hx6rascrfNLad42sHsq3yDv1++jIkLjmb5lffHBDBl4sHn4jghNNxBIK8Mwu1IIA8kC2JS7LWbH6b0oE9GS1mKPwd/bqk7ltefS7jdHUImAhMPdpe1j50958sqiOtBV7/9V3dUQ4rD3BLpmvudVzye5vD+8pKpLEFkN++MiddbAN4B9Fx7sbtyoLLXo4ahrMLkHXd/dj7hYCuSnU/dtnU8/sMz2Pfu/rIXkUAcUb15Je1NteSNmxiXEhBfFhoOgi8LnCBZhdPigi+4Bdt3rb4dyZlM6fxTQITd63/nFXR36wqLP4es/MlxQTUyVE5EmLTwXKpW3A443lRkpT9V1rrmfgWiqYiIZBMvBvrmnQVzMxr01g16FnfNtm7DJ7oSkaW4y8I/MwDtGnIHLDw26f7IskMabAWcuOCbSNHkOYRD7sfy2JRAZFVkHDdwdcZUROtKO/ZQ+/b/UvvWH6OraURuAmq4w60n4eV/Qx1NcQV2/NlF3g09IatwGlkFUwFJucpa17Xg/AoF/iz3vQWyyfL53fG+JZMojN3eQ8+6awBvDXemnbKIbVPsCsyW+hh4juOwp7HB/m0HWW/jgA/CLbK+A/iQqr7Vw3EH496smwEcqqrvDEJbB1xkHHBES81OHrnqmKRrwqWrZG45x1/6K/Zt/zudLe8h/mwvCPeTZHntDLvfA2inN474KkR8bq+7sTLa284ums6UxV/A50s+NTjRWnCRr4WBLBaNK42bxOE4Dm1OyC1Z2cPkDsdxWF27J7q0EZBWTzi2TQX+LFpibmguKZ1Mdi/vybg/g+rmJiYVFSf9N3cch5Nuv4mXt2zm2Lnzefqyq/s9Y3Ks62kccNJ/VS+QXg8cCKwVkf8VkQtF5IMicoqIXCAi/4tbC2IW8P2REnwTyS+dysQkq130Rd2WVTxy+TLW3nc3WYVTmXLElymYenz/L6ydQHj/914aI3LDzq2C5uaAI73tYFMVna3V3siFnm/KdcbUc4gEzMjX5lAnoZggqqq81VDHG/U1bGyo7bHEZQiNC76Q3jC22B50S7iTwkDvvW6zXySozrjqv/jAj29MWoq0urmJl7dsJuQ4vLxlM9XNPa9/aPqn11oQqnq9iISA7+EuS/SpLocIbhH2a1T1xoFv4tAREZZfeT9tDXt57o4vsG/76wN27aY9u2neu5nO5p8M2DUTkix8OaWITwjkT46rfAawa+0vyS6a6eZQm6vILprBlMXno6H26GSOZJ+K/AiBmGnZsYGxOdTJm/U1HDy+hKwuIyhih69FFPgCKQfPrsPf0l1h2XEcqttbmZibP6S9OVWlJdRJQSBrfy3pBNsGW6KgOrl4XMJjJxUVc+zc+dEe8KSi4oTHmf5LuRyltzT8hcBxuCshC/Ae8CLwO1V9d7AaOVi6piBiOaEQD199PO11OxLu74sln/wUOfn5A3a9nrg36CbF1RxOKjAOQg1kFc5g8qJPEvLl8vq+mh4Pj/3Ir6ps2FcTXXAzIhok1V1DI9vnJ+iEo6skAxQEAiwoLokOd+vtxlqy/cn2OY7DLetfocMJk+Pzc+Xi98UF4cEKiKrK/2xez47mRmYUFvP5+YsBum2LvPfBDMqqygd+fGM0qD7zzW/1moZIJV1hUtPvcpRegP3egLZqGOtoqh3Q4FswcWK3KmiDJXqDridZJdBZt/95qAGAzuYdVK24Hf/4uTBlf33kfPHj8/loDndS6M+K9lqj44KLS9jYUBeXl41dhh7c3u6i8aXk+wK0ekXgW0Kh6PC1heNKeKuhrk/1J3obYVHd3kqHN9W8wwmzt62FKQVF0XMTBcSB0BLqZEdzIw5KZXMDzZ1BRITK5gYUqGxuiAbdwWpDhIjw9GVXpxxUfT5fjz3kvrKg3p0lz3qQrEJaX4RDqa880X9+AgVTe94dG3y7cejcVxH9xRBgWl4BjperdXBoCnbQFgzyZn01a2r38HZjPYeML+WICRMp8Lt/0/P8/riA3OKE2NhYR6sT6vZLFxkVETtKoiUUJOhN7ogE2DW1e1hfu5f2zmBcmqS36dETc/PJjkl1PFq1Bcdx38eethYqmxtwUHY0N9ISckdnNHcGcRyH5i6vlY6CQBbTI4EeuH/bW+T5/NFPD9k+P/n+QFygjrQhVqQ9XduhqjQFO2gKdvTaRlWlNRwasOCX7iiJ3nLQY3XURdr1gMeKvHETKZ23LGGFtJ4UTJlPy+7NCfe119cTbGsbkhQEhAm1vNfns9Vf4C2+KSiwubUxuq81HGZjY3wAbwoF6XTCVDTuoyXs/qFpS7BsfSSwdL39k4eP7c37X0OAN/e5M/+KAtnMKxoXDbBtGub1fTXk+fwcPM7NNaNKoT+L5nBnt5tykcDz5YVL+dnGlW7Ps6WRX721mpoOt8ZzjpcemZZfSFOwg79u2UBVaxNZ4qNTHWYUFHP+gsOTBq6eUginz5jHr99egwPsaGnk3ZZGgl5vvNNxaA2HyPcHmJpfyHutzcwoLKbAu8EYue7vN62jqqWR6THtiGyvbHH/3WbkF3HBQUf0mLpJp4cdCYYiwuTicQlTOumOkkiWgx7Loy7GxrvsAxHhlKsf5KO3rMCf4wZNyc5jwuwjux/r81M6ZwnHfPHnQ93MQeELN5PVsssd5pZij+TthrrozLh0teHE5ZBjX7EpFOSdhvru5zhh1tZXs7J2N2vq9iICR5ZM4uDiCextayEUCrGruZHfvrOW2994lQfffYcZBftvJkWCL0DQCXPRgiPY297K3e+sZUdrEwoEvfx1ZUsjTcGOuF6o4zjsaW3GcZxogPvJG6/xP5vXR3vt/7N5PXd5wTfyvv5Y8Yab8wZmFBaT7w/wh4o32NnaxNT8Qs6be2i0Fw7Q3BmksqURx2tHc6c3EiTUGQ2+ADtam6L7uuqph52o1+k4Dh/48Y1Mu+q/mHbl1znu5h8Q7vLHNDaYvlSxiY27dvbac43c2Av4fN1u7A3VqIuu73c49LqtB5yE+HwUlk3jE3e8RcPuCsZNXQCqPPKt42mr2T/hb+lnb2Le+z9FS03yXmcgp/dqaMPFuPeeoHb66WhuaksWtaWynFOKchA6vDBcGMjqdoMvVuS/TlOoE3Ucbt2wMprvjVXZ0sh/LVrGu037+NuO+E8pU/MLQSTheRH3bt3A7rZWZhQWc97cQ7n1jVejN/UuPXgJO5ob3F5ucyN721rID2RR2dyQ8FqdTpgvHbyESXkF0eCowM7WJn6/eX20J/z5+YsTph3ATW9Myy9kZ2tz3L7mzmC3Xnikh72ztYlpBUU0t7aSV+hn+U9u7tbrjATDyL/tq9u2cPRN3+e1q7+HiLCnsQHHcSg/cDYrt2+lICeXJTdcG70GEJfnjc37Pn3Z1dGedaxURl1ErlNWUEhNS3NcKiWV3HIoFOI/fvwjVm3fxvvmzON/L7iYc3/9S1a9u41j587nLxd9mSnjxqOq3a6V7LX7K61FOUebZKMgkmms3sk/rzoq+vwjt66iYNxEHvj6oYTaev7rvegjZzBuYt/WYBsqCtTNOIPO/CmAQIZulggwI7eAIn+AipbGaEBOZkZeAb/Z1PMMxQDQNRM/wZ/N5xYs5q/bNrKrfX/Vu8nZeexJsAyVD/jMvMP4Y8X+2iFTcvPZ7Z2bLT6C6jA9r5AOJ0x1R/drZPl8XHHI0bSr23t+YPvbVLU0RdMQDooP4RuHHY2qcvubr0XPvezQoynyyqOGw2FueeMVgo5Dts/HpJx8drY1x6VMHMfhd5vW8V5rM1PyCvjffz7KK1sqWDpzFiu3b8UBAj4fO27+KZOLxxEOhzn+lht4bfvWuDYfM3suAb+Plyo2R38SR06fyetVlV6yCipvvJ1P33Mnr2yp4Ni583nsq5dx7C038PrOHSybOYsXr/wOp/zsVl6q2ET5gbN54JL/xwHjJ6Cq7GlsIBwOU9/WyiFTp3eb6HPS7TfxUsUmCnNyaQl2UD5rNi9cfg0ikjR9EenlnvWrn3d7T3G/Gz4f75szD4Ro+yN/ULq+dl/SJAOyKKdxFZVNZcKccuq3rmLCnHIKS6awb+c78cFXfN1m1HU0NcIwD8COP88Nvhme3KBAZZcVprsdo0rIcQj4fGSLj4nZeQSQuIkisRLdBq0PB/nZW93/CCcKvuDmrx+v3OxV5HDtjgncQe9nXtWWuIYzuLnfH72xf/3a6XmFXHTwkZRm5XDP5vXsaW9hWn4heT4/1R1tzMgvoqq1ien5RTiOQ1XjPuo62gAh6N3MCjpO9DUrWxp5cee7HDKhjAd3bIr2kitqq3llSwUhx4kLRsfMmcukomI30P3kJlZXbufo2XPo6Ozk9Sp3NM3K7VtxVOP+ZddW7f8UqMDexkZe3LwJBV7Y/A4ll32Fdu+ewMrK7Rz1o+tY955bevW17VuZfvU3OH7efAThpYpNiPgIq0NxTi4brvsRUyeUuDdgd+3khc3voEBDu/tzeXXrFo6/5QYevPRrvFSxibAqL1Vs6jG3HEoy8QSIpj9EpFsq5OUtmwmrRl+7t3HU6bAA3Aciwqnf/hvtTbXkFpchIoybuoBAXhGhtiYCuUV8+IfPoWTzyDcPjZ5XMvPADLY6NRJuA6cTfNkZ6/2mQlUJOw5toU4Ks3PY097KP3dsTqGf3H97ggNb8K+qrZm7314T1/Y9bS3csv4VgupEg/3uthZ+ujG1m8JP763k6b3xdbHy8nKZc8ABVOzcGXcj9KfnfooN71VRlJXNC5s3AbBi21YWT5sePSasig+S//vK/gCtEA2+EZHgG+uVLW4NbgeiHZbGjnZmXXM5x3o90pcrEv9cX9u+lXA4TGFOLg3tbeRn51Cav7/OSWxuWXB76ctmzSEr4OfFCveP6NGz55Ll9/PK1greN2ceItItFXLs3PndesADNTnFUhB9SEH0xAmForniyMeTUHs77735FJMWHosI1Lz9FzpbdoMEulVBGw5C/jxq5p3n9YAjHy6Hp8jvrojgqPLy7spuQ7hMPMdx+Ne/n2F15fboNr/X8+wPAYpy82j0eonHzp7L+qodPd4YjDhh3gKAuB7w/nZJtEfa02u+/t0fsOSGawl7vwvHzJnLi1d8B5/PFzf55H1z53HvRV9hcvG4aMojMsojNu87WDngnlIQFoAHMACnIrKGmwTyCAebaW9toHbDb4a0DT1RoHbGGYTyD3A3DOMeMBBdiUNjPhrv62hnZXXPFebGugIHrvz1b/t0rs/7Q9ebgM9H5U0/oaygkHU73+X8e37Dht3v4UNw0GiKwe/3xwXAkrx83t6zi6/+5Y+8smV/j/Slik1uVUHv+n7vZ378/IN4+rKrOf6WG3h125boa0fy2TB8Jn9YAE4gEwE4kc7OIDtfvZFocZ0McXu/n3MDr6oXgId3LzgiEowdVZ57b3t0rO1YUJKdS12XtMi4QDYN3tjpbJ+fTifM1PwiPjT5QGZc/Y3oHywfdOt59iTg87HCGw2hqhx10/ejH+99IhTm5NLc0c5x8xbETXWOBMGSvHze2bubRQdMS3oDKzZoxgbnDbt24hMfiw6YSm1rSzSohsNhTrjth6zavi2ladaZYDfhhrGsrGxmHncNwZZqd8UMheo37iHTAdk1vH6RE4ncjPP7fOzraB/WwTfLC3aJwl2yG4ixIiMtgOgwuN9XrI/ebJuRX8T5Cw6PpmMKAlm0hkPRCR7Hz18Q7WHee/FXKM0v4O09u/jK//2BV7ZtoSA7h5aOdpbNmkPA5+PFLW6+9Ni58zl85oHRABwZOhb5eD+xsCjhR/TYac2HTptBb2KPj6QJAI6YOSt6TOwNML/fz4tXfGdY9HTTZT3gYdADTiQcDrFj5S+gs/tacIMlfgga0ZEQ2d6+SHY1G5ick8eOBEOsMkFVefa97QDdgu9xZVN5qZfx2UNJgK8vWsaft7zJno42Arh/ZmcUFPO5eYext72V376zttuf3hn5RZw+fS4FWdkUZmXT3Bl0pxZ71d0iY4ABCrOy+1RoJ1Gus2u+NNHxIy3oZYKlIBIYzgEYIkvLuwtqqkJnRxP1Wx4i1OpWFPPlllIy7yx8gXz2vv6zbuf7cyfh8/vpbN1DduFUJh16PqE2dwUJXyCP2nfuI9i8012fzp9LqLmKQOF0Sg8+l6ysAtrVIUuEbK++Q9AJIxAtNek4Di2hIBsb6rr12/K8nl7yWzAD8W+k1PeQ9xXgW4e9j9vefC3aYwQoy8qlprPnkQwBoCw3nz3trUzNL8SHsLO1iekFxXxm9iLu3vQ6tcF2SrNyyM3KcidOFBTzXktTrz3Ymd4YXXBnqOX7A9HeaexH9j2tzShu79Xn8/UaVM3wZgE4geEegBOJFFIHiVuIMxzuJNhURVbhdAi3RfeDuyRSpNZv12tF9iU7rjeO49Aa6kRxZ12FhWg9htZgB294tSP8CEeML6M53IlPBcTNHWb7/QTER5sTjubEOsJhHFVy/H78Ph+IkCU+Quo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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "for i in range(5):\n", " tt = measures.loc[measures['cluster'] == i]\n", " plt.scatter(tt['mean'].values, tt['cv'], s=5, color=color_list[i])\n", "\n", "plt.xticks(fontsize=16)\n", "plt.yticks(fontsize=16)\n", "ax.set_xlim(xmin=0)\n", "ax.set_ylim(ymin=0, ymax=1)\n", "ax.set_xlabel('Mean', fontsize=20)\n", "ax.set_ylabel('Coefficient of variation', fontsize=20)\n", "plt.tight_layout()\n", "# plt.savefig('mean_cv_1.jpg')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 2. Relationship between accessibility and case-fatality ratio\n", "We observed a trend where the case fatality ratio of COVID-19 can be attributed to unsatisfactory accessibility even though it may not be statistically significant because of the limited number of samples (n = 9 counties). Three of nine counties showed a higher case fatality rate than the average in the study area. While 18‰ (18 fatalities per 1,000 people) of the case fatality rate was observed as of September 30, 2020, Liberty, Austin, and Harris counties had case fatality rates of 23‰, 20‰, and 19‰, respectively. Liberty and Austin counties had insufficient (mean accessibility: 2.09 and 1.64) and unreliable (mean CV of accessibility: 0.13 and 0.27) accessibility. Therefore, their high rates can be related to the attributes of their accessibility. However, Harris County had a robust accessibility (mean accessibility: 10.39, and mean CV: 0.07). Its casualty could be caused by the intensive transmission of the virus within a short period, which was often reported in a high-density city such as New York." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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casedeathratio
County Name
harris142315.02751.019.330359
fort bend16387.0299.018.246171
montgomery10773.0169.015.687367
brazoria11440.0176.015.384615
galveston11670.0165.014.138817
liberty2254.054.023.957409
waller858.015.017.482517
chambers1342.08.05.961252
austin497.010.020.120724
\n", "
" ], "text/plain": [ " case death ratio\n", "County Name \n", "harris 142315.0 2751.0 19.330359\n", "fort bend 16387.0 299.0 18.246171\n", "montgomery 10773.0 169.0 15.687367\n", "brazoria 11440.0 176.0 15.384615\n", "galveston 11670.0 165.0 14.138817\n", "liberty 2254.0 54.0 23.957409\n", "waller 858.0 15.0 17.482517\n", "chambers 1342.0 8.0 5.961252\n", "austin 497.0 10.0 20.120724" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Calculate case-fatality ratio of each county until September 30, 2020.\n", "case = pd.read_excel(data_path.joinpath('covid_case.xlsx'), header=2, index_col='County Name')\n", "case_texas = case.loc['Total','Cases 09-30-2020']\n", "case_study_area = case.loc[['Harris', 'Fort Bend', 'Montgomery', 'Brazoria', 'Galveston', 'Liberty', 'Waller', 'Chambers', 'Austin'], 'Cases 09-30-2020']\n", "case_study_area.index = case_study_area.index.str.lower()\n", "\n", "death = pd.read_excel(data_path.joinpath('covid_fatality.xlsx'), header=2, index_col='County Name')\n", "death_texas = death.loc['Total', 'Fatalities 09-30-2020']\n", "death_study_area = death.loc[['Harris'.upper(), 'Fort Bend'.upper(), 'Montgomery'.upper(), 'Brazoria'.upper(), 'Galveston'.upper(), 'Liberty'.upper(), 'Waller'.upper(), 'Chambers'.upper(), 'Austin'.upper()], 'Fatalities 09-30-2020']\n", "death_study_area.index = death_study_area.index.str.lower()\n", "\n", "death_ratio = pd.DataFrame({'case': case_study_area, 'death': death_study_area})\n", "death_ratio['ratio'] = death_ratio['death'] / death_ratio['case'] * 1000\n", "death_ratio_texas = death_texas / case_texas\n", "death_ratio" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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casedeathratioacc_meanacc_cv
County Name
harris142315.02751.019.33035910.3872970.068745
fort bend16387.0299.018.2461716.6873840.079106
montgomery10773.0169.015.6873674.9082090.084132
brazoria11440.0176.015.3846153.4484570.163034
galveston11670.0165.014.1388174.6991220.195427
liberty2254.054.023.9574092.0861910.131980
waller858.015.017.4825173.5573380.095077
chambers1342.08.05.9612522.0761610.223118
austin497.010.020.1207241.6377380.271332
\n", "
" ], "text/plain": [ " case death ratio acc_mean acc_cv\n", "County Name \n", "harris 142315.0 2751.0 19.330359 10.387297 0.068745\n", "fort bend 16387.0 299.0 18.246171 6.687384 0.079106\n", "montgomery 10773.0 169.0 15.687367 4.908209 0.084132\n", "brazoria 11440.0 176.0 15.384615 3.448457 0.163034\n", "galveston 11670.0 165.0 14.138817 4.699122 0.195427\n", "liberty 2254.0 54.0 23.957409 2.086191 0.131980\n", "waller 858.0 15.0 17.482517 3.557338 0.095077\n", "chambers 1342.0 8.0 5.961252 2.076161 0.223118\n", "austin 497.0 10.0 20.120724 1.637738 0.271332" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Calculate the mean and coefficient of variance of accessibility to ICU beds per each county\n", "measures.loc[measures['cv'] > 1, 'cv'] = 1\n", "\n", "death_ratio['acc_mean'] = 0.0\n", "death_ratio['acc_cv'] = 0.0\n", "\n", "for idx, row in boundary.iterrows():\n", " temp_mean = measures.loc[measures.geometry.intersects(row.geometry), 'mean'].mean()\n", " temp_cv = measures.loc[measures.geometry.intersects(row.geometry), 'cv'].mean()\n", " \n", " county_name = idx.lower()\n", " \n", " death_ratio.at[county_name, 'acc_mean'] = temp_mean\n", " death_ratio.at[county_name, 'acc_cv'] = temp_cv\n", " \n", "death_ratio" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "study_area_ratio = death_ratio.death.sum()/death_ratio.case.sum()*1000\n", "\n", "fig = plt.figure(figsize=(8,8))\n", "ax = fig.add_subplot(1, 1, 1)\n", "\n", "plt.xticks(fontsize=20)\n", "plt.yticks(fontsize=20)\n", "\n", "ax.scatter(death_ratio['acc_mean'], death_ratio.acc_cv, death_ratio.ratio**2.5, color='black')\n", "ax.scatter(9, 0.4, study_area_ratio**2.5) # total case-fatality ratio of the study area\n", "ax.text(x=8.2, y=0.415, s='Reference: average case-fatality \\n ratio of the study area', fontsize=12)\n", "\n", "ax.set_xlim(xmin=0, xmax=12)\n", "ax.set_ylim(ymin=0, ymax=0.5)\n", "ax.set_xlabel('Averaged accessibility of each county', fontsize=24)\n", "ax.set_ylabel('Averaged CV of each county', fontsize=24)\n", "\n", "for idx, row in death_ratio.iterrows():\n", " ax.text(x=row['acc_mean'], y=row['acc_cv'], s=idx, rotation=15, fontsize=15, path_effects=[pe.withStroke(linewidth=8, foreground=\"white\")])\n" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.4377207350408868\n", "0.4543094255661144\n", "0.4721107739285367\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def gini(list_of_values):\n", " sorted_list = sorted(list_of_values)\n", " height, area = 0, 0\n", " for value in sorted_list:\n", " height += value\n", " area += height - value / 2.\n", " fair_area = height * len(list_of_values) / 2.\n", " return (fair_area - area) / fair_area\n", "\n", "\n", "fig, ax = plt.subplots(figsize=[8,8])\n", "\n", "plot_colors = ['#377eb8', '#e41a1c', '#ff7f00']\n", "for idx, ratio in enumerate(['p05', 'p50', 'p95']):\n", " X = measures[f'{ratio}'].to_numpy(copy=True)\n", " X.sort()\n", " \n", " print(gini(X))\n", " \n", " X_lorenz = X.cumsum() / X.sum()\n", " X_lorenz = np.insert(X_lorenz, 0, 0)\n", " X_lorenz[0], X_lorenz[-1]\n", "\n", " ## scatter plot of Lorenz curve\n", " ax.scatter(np.arange(X_lorenz.size)/(X_lorenz.size-1), X_lorenz, \n", " marker='.', s=1, label=ratio, color=plot_colors[idx])\n", " ## line plot of equality\n", " ax.plot([0,1], [0,1], color='k')\n", " \n", "plt.xticks(fontsize=20)\n", "plt.yticks(fontsize=20)\n", "ax.set_xlim(xmin=0, xmax=1)\n", "ax.set_ylim(ymin=0, ymax=1)\n", "ax.set_ylabel('Cumulative proportion of accessibility', fontsize=24)\n", "ax.set_xlabel('Cumulative proportion of hexagons', fontsize=24)\n", "plt.legend(fontsize='xx-large')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 4 }