{ "cells": [ { "cell_type": "markdown", "id": "43af3c1e-77fd-4ede-82e6-c2c63287d038", "metadata": {}, "source": [ "## OBS Data Analysis from \"Zu nah?\" project at TH Wildau\n", "based on open data ressources only\n", "\n", "created by Simon Metzler at Radprofessur Wildau \n", "\n", "* project page https://innohub13.de/wir-forschen/zu-nah/ \n", "* page of Radprofessur https://www.th-wildau.de/radverkehr" ] }, { "cell_type": "markdown", "id": "92e67715-2614-440e-b3e0-7ab9fb6c189a", "metadata": {}, "source": [ "---\n", "#### Index: \n", "* [import python packages](#import) \n", "* [parse data](#parse)\n", "* [Geo overview](#geo) \n", "* [pre processing data](#pre) \n", "* [load OSM-Network](#osm) \n", "* [merge OSM-Network with OBS data](#merge)\n", "* [OBS-OSM Analysis](#analysis) \n", "* [cycleways](#cycleways) \n", "* [osm tags](#osmtags) \n", "* [sample_maps](#maps) \n", "* [analysis of single (or several) OSM ways](#singleosm) " ] }, { "cell_type": "markdown", "id": "cb7be63f-043d-4c72-8684-d64c6bb9b39b", "metadata": {}, "source": [ "---\n", "import python packages " ] }, { "cell_type": "code", "execution_count": 1, "id": "ebac20a4-146d-4453-906c-847a08542520", "metadata": {}, "outputs": [], "source": [ "import json \n", "import geopandas as gpd\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 2, "id": "528e054f-07c5-4780-bac6-487f9d268f28", "metadata": {}, "outputs": [], "source": [ "import glob\n", "from tqdm import tqdm\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 3, "id": "821a5f8d-8f09-4b47-a862-f0fba7ecfaf8", "metadata": {}, "outputs": [], "source": [ "import seaborn as sns " ] }, { "cell_type": "markdown", "id": "53de0a12-6386-44a0-98da-db8f0697f1b1", "metadata": {}, "source": [ "---\n", "parse data " ] }, { "cell_type": "code", "execution_count": 4, "id": "e83e2284-81a7-4d03-9cfc-003fdcc86218", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "6" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# manual downlaod from export-tab (automatic download is possible yet not encouraged)\n", "#https://obs.adfc-brandenburg.de/\n", "#https://obs.adfc-bw.de/\n", "#https://obs.radentscheid-essen.de/\n", "#https://portal.openbikesensor.org/\n", "#https://obs.adfc-darmstadt.de/\n", "\n", "# Stand 07.11.22\n", "\n", "files = glob.glob(r'portale\\*.geojson')\n", "\n", "len(files)" ] }, { "cell_type": "code", "execution_count": 5, "id": "1426098b-5cf2-4b96-a647-d2b97f649cc6", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " 17%|██████████████ | 1/6 [00:02<00:12, 2.53s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "bbb\n", "15523\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 33%|████████████████████████████ | 2/6 [00:03<00:07, 1.80s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "bw\n", "20209\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 50%|██████████████████████████████████████████ | 3/6 [00:04<00:04, 1.49s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "darmstadt\n", "18420\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " 67%|████████████████████████████████████████████████████████ | 4/6 [00:05<00:02, 1.17s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "essen\n", "11480\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:08<00:00, 1.37s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "obs-portal\n", "40722\n", "os\n", "2107\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "gdf =gpd.GeoDataFrame()\n", "\n", "for f in tqdm(files):\n", " gdf_this = gpd.read_file(f, crs='EPSG:4326')\n", " portal_name=f.split('_')[-1].replace('.geojson','')\n", " gdf_this['portal']= portal_name\n", "\n", " gdf=gdf.append(gdf_this)\n", " \n", " print (portal_name)\n", " print (len(gdf_this))" ] }, { "cell_type": "code", "execution_count": 6, "id": "45b5ab04-abe7-454a-a385-2c83688ca11b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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distance_overtakerdistance_stationarydirectionway_idcoursespeedtimegeometryportal
01.82NaN-128496022.01.9137914.6111112022-05-09 15:22:33+00:00POINT (13.42786 52.47392)bbb
10.71NaN-128496022.01.9273471.6666672022-05-09 15:22:48+00:00POINT (13.42766 52.47430)bbb
21.570.50-1849599088.01.9346484.5000002022-05-09 15:23:26+00:00POINT (13.42738 52.47485)bbb
31.260.74-1568336446.01.8789844.1388892022-05-09 15:23:33+00:00POINT (13.42746 52.47528)bbb
42.05NaN-1816236476.02.0214424.0833332022-05-09 15:23:44+00:00POINT (13.42769 52.47581)bbb
..............................
21021.292.41193245513.00.7943963.9166672022-11-01 05:42:58+00:00POINT (8.00970 52.26666)os
21031.69NaN193245513.00.7219622.3611112022-11-01 05:43:05+00:00POINT (8.01000 52.26678)os
21041.39NaN193245513.00.5366452.1388892022-11-01 05:43:08+00:00POINT (8.01010 52.26682)os
21051.52NaN193245513.00.9307712.7500002022-11-01 05:43:16+00:00POINT (8.01051 52.26698)os
21061.51NaN193245513.00.8808072.6944442022-11-01 05:43:20+00:00POINT (8.01073 52.26707)os
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108461 rows × 9 columns

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" ], "text/plain": [ " distance_overtaker distance_stationary direction way_id \\\n", "0 1.82 NaN -1 28496022.0 \n", "1 0.71 NaN -1 28496022.0 \n", "2 1.57 0.50 -1 849599088.0 \n", "3 1.26 0.74 -1 568336446.0 \n", "4 2.05 NaN -1 816236476.0 \n", "... ... ... ... ... \n", "2102 1.29 2.41 1 93245513.0 \n", "2103 1.69 NaN 1 93245513.0 \n", "2104 1.39 NaN 1 93245513.0 \n", "2105 1.52 NaN 1 93245513.0 \n", "2106 1.51 NaN 1 93245513.0 \n", "\n", " course speed time geometry \\\n", "0 1.913791 4.611111 2022-05-09 15:22:33+00:00 POINT (13.42786 52.47392) \n", "1 1.927347 1.666667 2022-05-09 15:22:48+00:00 POINT (13.42766 52.47430) \n", "2 1.934648 4.500000 2022-05-09 15:23:26+00:00 POINT (13.42738 52.47485) \n", "3 1.878984 4.138889 2022-05-09 15:23:33+00:00 POINT (13.42746 52.47528) \n", "4 2.021442 4.083333 2022-05-09 15:23:44+00:00 POINT (13.42769 52.47581) \n", "... ... ... ... ... \n", "2102 0.794396 3.916667 2022-11-01 05:42:58+00:00 POINT (8.00970 52.26666) \n", "2103 0.721962 2.361111 2022-11-01 05:43:05+00:00 POINT (8.01000 52.26678) \n", "2104 0.536645 2.138889 2022-11-01 05:43:08+00:00 POINT (8.01010 52.26682) \n", "2105 0.930771 2.750000 2022-11-01 05:43:16+00:00 POINT (8.01051 52.26698) \n", "2106 0.880807 2.694444 2022-11-01 05:43:20+00:00 POINT (8.01073 52.26707) \n", "\n", " portal \n", "0 bbb \n", "1 bbb \n", "2 bbb \n", "3 bbb \n", "4 bbb \n", "... ... \n", "2102 os \n", "2103 os \n", "2104 os \n", "2105 os \n", "2106 os \n", "\n", "[108461 rows x 9 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf" ] }, { "cell_type": "markdown", "id": "8e020a1a-3ac6-4c1c-919a-66c9cfdd836c", "metadata": {}, "source": [ "---\n", "
Geo overview " ] }, { "cell_type": "code", "execution_count": 7, "id": "2f2010cf-094c-4e80-816d-15b5a7c954b9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10, 10))\n", "gdf.plot(ax=ax)\n", "\n", "bland = gpd.read_file(\"https://raw.githubusercontent.com/isellsoap/deutschlandGeoJSON/main/2_bundeslaender/1_sehr_hoch.geo.json\")\n", "bland.boundary.plot(ax=ax, color='gray')" ] }, { "cell_type": "markdown", "id": "ba6a01eb-eafb-4587-8f2a-b1ac71b6fcc6", "metadata": {}, "source": [ "---\n", "pre processing \n" ] }, { "cell_type": "code", "execution_count": 8, "id": "85e65a93-bec8-420c-b0b3-97b2bd237e43", "metadata": {}, "outputs": [], "source": [ "# from m in cm\n", "gdf['distance_overtaker']=gdf['distance_overtaker']*100\n", "gdf['distance_stationary']=gdf['distance_stationary']*100" ] }, { "cell_type": "code", "execution_count": 9, "id": "2de04ba1-d87e-48de-8098-e83d99c2644c", "metadata": {}, "outputs": [], "source": [ "#adding bins of distance_overtaker\n", "\n", "#50cm\n", "bins = [0,50,100,150,200,250,400]\n", "labels = ['<50','50-100','100-150','150-200','200-250','>250']\n", "gdf['distance_overtaker_binned'] = pd.cut(gdf['distance_overtaker'], bins=bins, labels=labels)\n", "\n", "#25cm\n", "bins = list(range(0,260,25))\n", "bins.append(400)\n", "labels = ['<25','25-50','50-75','75-100','100-125','125-150','150-175','175-200','200-225','225-250','>250']\n", "gdf['distance_overtaker_binned_25'] = pd.cut(gdf['distance_overtaker'], bins=bins, labels=labels)" ] }, { "cell_type": "code", "execution_count": 10, "id": "994cdb3d-27f6-46dd-9a2e-a0ef12fe613f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#left-right overview\n", "#kaputte ultraschallsensoren werden sichtbar, häufung von Werten <10cm\n", "gdf.plot(kind='scatter', y='distance_overtaker', x='distance_stationary', alpha=0.1, figsize=(6,6), color='blue')" ] }, { "cell_type": "code", "execution_count": 11, "id": "75185d9f-8c9a-40ef-aaf6-c562dd8361f3", "metadata": {}, "outputs": [], "source": [ "# remove all datapoints with meassuerements below 15cm to clean wrong messurements due to ultrasonic sensor issues\n", "gdf=gdf[~(gdf.distance_overtaker<15)&~(gdf.distance_stationary<15)].copy()" ] }, { "cell_type": "code", "execution_count": 12, "id": "25eed5ab-6ded-47d6-ac48-f845adf89f71", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# wenn man alle werte unter 15cm rausfiltert sieht es plausibel aus\n", "gdf.plot(kind='scatter', y='distance_overtaker', x='distance_stationary', alpha=0.1, figsize=(6,6), color='blue')" ] }, { "cell_type": "markdown", "id": "f02e61d8-7938-4426-9cd9-c8cc0b8d2319", "metadata": {}, "source": [ "---\n", "load OSM-Network " ] }, { "cell_type": "code", "execution_count": 13, "id": "40119928-31ef-467e-832c-5ae0bfaf7343", "metadata": {}, "outputs": [], "source": [ "# getting proprocessed germanwide OSM-Netwerk \n", "# (parsing time ~5-10min)\n", "\n", "# see notebook \"getHighwaysOSM.ipynb\"\n", "\n", "# methodology as described here:\n", "#https://github.com/vizsim/osm_analyse_strassennamen\n", "\n", "osm_netz=gpd.read_file(r\"..\\..\\osm_processing\\highways_germany_zuNah.gpkg\", layer='lines')" ] }, { "cell_type": "code", "execution_count": 14, "id": "fafe9fb3-49eb-48e5-ba29-4c501693b321", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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osm_idnamehighwayrefmaxspeedlaneslitsurfacebicyclecycleway...smoothnessonewaycycleway_both_lanecycleway_right_lanecycleway_left_laneparking_lane_bothparking_lane_leftparking_lane_rightother_tagsgeometry
092EigenheimstraßeresidentialNone30NoneyesasphaltNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"maxweight\"=>\"3.5\",\"maxweight:destination\"=>\"n...LINESTRING (13.73698 51.01663, 13.73752 51.016...
193EigenheimbergresidentialNone30NoneyesasphaltNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"maxweight\"=>\"3.5\",\"maxweight:destination\"=>\"n...LINESTRING (13.73939 51.01669, 13.73967 51.016...
299NonetertiaryNoneNoneNoneyesasphaltNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"junction\"=>\"roundabout\",\"lane_markings\"=>\"no\"...LINESTRING (11.36639 48.17411, 11.36643 48.174...
3100NonesecondarySt 2069100NoneNoneasphaltuse_sidepathNone...NoneNoneNoneNoneNoneNoneNoneNone\"foot\"=>\"use_sidepath\",\"junction\"=>\"roundabout...LINESTRING (11.33035 48.18011, 11.33028 48.180...
4103AltmockritzresidentialNone5NoneNoneNoneNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"postal_code\"=>\"01217\",\"source:maxspeed\"=>\"sign\"LINESTRING (13.74127 51.01615, 13.74149 51.016...
..................................................................
97377401109134415NonefootwayNoneNoneNoneNoneNoneNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"footway\"=>\"sidewalk\"LINESTRING (7.84410 47.98632, 7.84415 47.98636...
97377411109134416NonefootwayNoneNoneNoneNoneNoneNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"footway\"=>\"sidewalk\"LINESTRING (7.84433 47.98790, 7.84433 47.98795...
97377421109134417NonefootwayNoneNoneNoneNoneNoneNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"footway\"=>\"sidewalk\"LINESTRING (7.84453 47.98793, 7.84454 47.98798...
97377431109134418NonefootwayNoneNoneNoneNoneNoneNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"footway\"=>\"sidewalk\"LINESTRING (7.84454 47.98798, 7.84584 47.98816...
97377441109134419NonefootwayNoneNoneNoneNoneNoneNoneNone...NoneNoneNoneNoneNoneNoneNoneNone\"footway\"=>\"sidewalk\"LINESTRING (7.84612 47.98821, 7.84616 47.98824...
\n", "

9737745 rows × 25 columns

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" ], "text/plain": [ " osm_id name highway ref maxspeed lanes \\\n", "0 92 Eigenheimstraße residential None 30 None \n", "1 93 Eigenheimberg residential None 30 None \n", "2 99 None tertiary None None None \n", "3 100 None secondary St 2069 100 None \n", "4 103 Altmockritz residential None 5 None \n", "... ... ... ... ... ... ... \n", "9737740 1109134415 None footway None None None \n", "9737741 1109134416 None footway None None None \n", "9737742 1109134417 None footway None None None \n", "9737743 1109134418 None footway None None None \n", "9737744 1109134419 None footway None None None \n", "\n", " lit surface bicycle cycleway ... smoothness oneway \\\n", "0 yes asphalt None None ... None None \n", "1 yes asphalt None None ... None None \n", "2 yes asphalt None None ... None None \n", "3 None asphalt use_sidepath None ... None None \n", "4 None None None None ... None None \n", "... ... ... ... ... ... ... ... \n", "9737740 None None None None ... None None \n", "9737741 None None None None ... None None \n", "9737742 None None None None ... None None \n", "9737743 None None None None ... None None \n", "9737744 None None None None ... None None \n", "\n", " cycleway_both_lane cycleway_right_lane cycleway_left_lane \\\n", "0 None None None \n", "1 None None None \n", "2 None None None \n", "3 None None None \n", "4 None None None \n", "... ... ... ... \n", "9737740 None None None \n", "9737741 None None None \n", "9737742 None None None \n", "9737743 None None None \n", "9737744 None None None \n", "\n", " parking_lane_both parking_lane_left parking_lane_right \\\n", "0 None None None \n", "1 None None None \n", "2 None None None \n", "3 None None None \n", "4 None None None \n", "... ... ... ... \n", "9737740 None None None \n", "9737741 None None None \n", "9737742 None None None \n", "9737743 None None None \n", "9737744 None None None \n", "\n", " other_tags \\\n", "0 \"maxweight\"=>\"3.5\",\"maxweight:destination\"=>\"n... \n", "1 \"maxweight\"=>\"3.5\",\"maxweight:destination\"=>\"n... \n", "2 \"junction\"=>\"roundabout\",\"lane_markings\"=>\"no\"... \n", "3 \"foot\"=>\"use_sidepath\",\"junction\"=>\"roundabout... \n", "4 \"postal_code\"=>\"01217\",\"source:maxspeed\"=>\"sign\" \n", "... ... \n", "9737740 \"footway\"=>\"sidewalk\" \n", "9737741 \"footway\"=>\"sidewalk\" \n", "9737742 \"footway\"=>\"sidewalk\" \n", "9737743 \"footway\"=>\"sidewalk\" \n", "9737744 \"footway\"=>\"sidewalk\" \n", "\n", " geometry \n", "0 LINESTRING (13.73698 51.01663, 13.73752 51.016... \n", "1 LINESTRING (13.73939 51.01669, 13.73967 51.016... \n", "2 LINESTRING (11.36639 48.17411, 11.36643 48.174... \n", "3 LINESTRING (11.33035 48.18011, 11.33028 48.180... \n", "4 LINESTRING (13.74127 51.01615, 13.74149 51.016... \n", "... ... \n", "9737740 LINESTRING (7.84410 47.98632, 7.84415 47.98636... \n", "9737741 LINESTRING (7.84433 47.98790, 7.84433 47.98795... \n", "9737742 LINESTRING (7.84453 47.98793, 7.84454 47.98798... \n", "9737743 LINESTRING (7.84454 47.98798, 7.84584 47.98816... \n", "9737744 LINESTRING (7.84612 47.98821, 7.84616 47.98824... \n", "\n", "[9737745 rows x 25 columns]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "osm_netz" ] }, { "cell_type": "code", "execution_count": 15, "id": "a8e5e012-51a3-4969-8baa-c2d5198bf0f0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "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": [ "# plot every 100th way\n", "osm_netz[::100].plot(figsize=(10,10))" ] }, { "cell_type": "markdown", "id": "9a0f52fa-98ae-4d12-be0b-3389807f93ff", "metadata": {}, "source": [ "---\n", "merge OSM-Network with OBS data " ] }, { "cell_type": "code", "execution_count": 20, "id": "0ffff518-526d-4592-b812-aa6d4c671315", "metadata": {}, "outputs": [], "source": [ "# drop OBS-datapoints that are not linked to OSM-link\n", "gdf=gdf.dropna(subset=['way_id']).copy()" ] }, { "cell_type": "code", "execution_count": 21, "id": "3190788f-356a-44fc-b9fd-d9ded486cbd1", "metadata": {}, "outputs": [], "source": [ "gdf['way_id']=gdf['way_id'].astype(int)\n", "osm_netz['osm_id']=osm_netz['osm_id'].astype(int)" ] }, { "cell_type": "code", "execution_count": 22, "id": "feefb491-24b7-4233-8856-6281ef005457", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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distance_overtakerdistance_stationarydirectionway_idcoursespeedtimegeometry_xportaldistance_overtaker_binned...smoothnessonewaycycleway_both_lanecycleway_right_lanecycleway_left_laneparking_lane_bothparking_lane_leftparking_lane_rightother_tagsgeometry_y
0182.0NaN-1284960221.9137914.6111112022-05-09 15:22:33+00:00POINT (13.42786 52.47392)bbb150-200...goodNoneNoneNoneNoneparallelNoneNone\"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",...LINESTRING (13.42746 52.47469, 13.42748 52.474...
171.0NaN-1284960221.9273471.6666672022-05-09 15:22:48+00:00POINT (13.42766 52.47430)bbb50-100...goodNoneNoneNoneNoneparallelNoneNone\"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",...LINESTRING (13.42746 52.47469, 13.42748 52.474...
2119.074.01284960224.9949183.9444442022-05-10 06:12:56+00:00POINT (13.42753 52.47456)bbb100-150...goodNoneNoneNoneNoneparallelNoneNone\"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",...LINESTRING (13.42746 52.47469, 13.42748 52.474...
3149.0NaN1284960225.2837533.3055562022-05-05 06:06:42+00:00POINT (13.42762 52.47439)bbb100-150...goodNoneNoneNoneNoneparallelNoneNone\"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",...LINESTRING (13.42746 52.47469, 13.42748 52.474...
4169.0NaN1284960225.0526793.9444442022-05-05 06:06:53+00:00POINT (13.42786 52.47392)bbb150-200...goodNoneNoneNoneNoneparallelNoneNone\"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",...LINESTRING (13.42746 52.47469, 13.42748 52.474...
..................................................................
100471148.0198.01393203931.3703437.2500002022-09-28 05:50:11+00:00POINT (8.01634 52.26995)os100-150...NoneyesNoneNoneNoneNoneNoneNoneNoneLINESTRING (8.01622 52.26958, 8.01631 52.26967...
100472189.094.012544299710.2852115.7222222022-09-28 06:00:22+00:00POINT (8.04871 52.28001)os150-200...NoneyesNoneNoneNoneNoneNoneNone\"lane_markings\"=>\"no\",\"sidewalk\"=>\"right\",\"sou...LINESTRING (8.04791 52.27995, 8.04809 52.28005...
100473220.095.0-177525863.7375795.0555562022-11-02 14:59:03+00:00POINT (7.99315 52.25897)os200-250...NoneNoneNoneNoneNoneNoneNoneNone\"sidewalk\"=>\"both\"LINESTRING (7.99180 52.25798, 7.99192 52.25816...
100474126.0109.0-1267333176.2407704.8055562022-10-04 05:07:51+00:00POINT (8.04897 52.27981)os100-150...NoneNoneNoneNoneNoneNoneNoneNoneNoneLINESTRING (8.05178 52.27926, 8.05171 52.27923...
100475125.0106.0177601600.6959634.8055562022-11-01 05:34:50+00:00POINT (7.99438 52.25893)os100-150...NoneNoneNoneNoneNoneNoneNoneNone\"sidewalk\"=>\"right\"LINESTRING (7.99367 52.25932, 7.99414 52.25906...
\n", "

100476 rows × 36 columns

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" ], "text/plain": [ " distance_overtaker distance_stationary direction way_id \\\n", "0 182.0 NaN -1 28496022 \n", "1 71.0 NaN -1 28496022 \n", "2 119.0 74.0 1 28496022 \n", "3 149.0 NaN 1 28496022 \n", "4 169.0 NaN 1 28496022 \n", "... ... ... ... ... \n", "100471 148.0 198.0 1 39320393 \n", "100472 189.0 94.0 1 254429971 \n", "100473 220.0 95.0 -1 7752586 \n", "100474 126.0 109.0 -1 26733317 \n", "100475 125.0 106.0 1 7760160 \n", "\n", " course speed time \\\n", "0 1.913791 4.611111 2022-05-09 15:22:33+00:00 \n", "1 1.927347 1.666667 2022-05-09 15:22:48+00:00 \n", "2 4.994918 3.944444 2022-05-10 06:12:56+00:00 \n", "3 5.283753 3.305556 2022-05-05 06:06:42+00:00 \n", "4 5.052679 3.944444 2022-05-05 06:06:53+00:00 \n", "... ... ... ... \n", "100471 1.370343 7.250000 2022-09-28 05:50:11+00:00 \n", "100472 0.285211 5.722222 2022-09-28 06:00:22+00:00 \n", "100473 3.737579 5.055556 2022-11-02 14:59:03+00:00 \n", "100474 6.240770 4.805556 2022-10-04 05:07:51+00:00 \n", "100475 0.695963 4.805556 2022-11-01 05:34:50+00:00 \n", "\n", " geometry_x portal distance_overtaker_binned ... \\\n", "0 POINT (13.42786 52.47392) bbb 150-200 ... \n", "1 POINT (13.42766 52.47430) bbb 50-100 ... \n", "2 POINT (13.42753 52.47456) bbb 100-150 ... \n", "3 POINT (13.42762 52.47439) bbb 100-150 ... \n", "4 POINT (13.42786 52.47392) bbb 150-200 ... \n", "... ... ... ... ... \n", "100471 POINT (8.01634 52.26995) os 100-150 ... \n", "100472 POINT (8.04871 52.28001) os 150-200 ... \n", "100473 POINT (7.99315 52.25897) os 200-250 ... \n", "100474 POINT (8.04897 52.27981) os 100-150 ... \n", "100475 POINT (7.99438 52.25893) os 100-150 ... \n", "\n", " smoothness oneway cycleway_both_lane cycleway_right_lane \\\n", "0 good None None None \n", "1 good None None None \n", "2 good None None None \n", "3 good None None None \n", "4 good None None None \n", "... ... ... ... ... \n", "100471 None yes None None \n", "100472 None yes None None \n", "100473 None None None None \n", "100474 None None None None \n", "100475 None None None None \n", "\n", " cycleway_left_lane parking_lane_both parking_lane_left \\\n", "0 None parallel None \n", "1 None parallel None \n", "2 None parallel None \n", "3 None parallel None \n", "4 None parallel None \n", "... ... ... ... \n", "100471 None None None \n", "100472 None None None \n", "100473 None None None \n", "100474 None None None \n", "100475 None None None \n", "\n", " parking_lane_right other_tags \\\n", "0 None \"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",... \n", "1 None \"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",... \n", "2 None \"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",... \n", "3 None \"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",... \n", "4 None \"foot\"=>\"use_sidepath\",\"lane_markings\"=>\"yes\",... \n", "... ... ... \n", "100471 None None \n", "100472 None \"lane_markings\"=>\"no\",\"sidewalk\"=>\"right\",\"sou... \n", "100473 None \"sidewalk\"=>\"both\" \n", "100474 None None \n", "100475 None \"sidewalk\"=>\"right\" \n", "\n", " geometry_y \n", "0 LINESTRING (13.42746 52.47469, 13.42748 52.474... \n", "1 LINESTRING (13.42746 52.47469, 13.42748 52.474... \n", "2 LINESTRING (13.42746 52.47469, 13.42748 52.474... \n", "3 LINESTRING (13.42746 52.47469, 13.42748 52.474... \n", "4 LINESTRING (13.42746 52.47469, 13.42748 52.474... \n", "... ... \n", "100471 LINESTRING (8.01622 52.26958, 8.01631 52.26967... \n", "100472 LINESTRING (8.04791 52.27995, 8.04809 52.28005... \n", "100473 LINESTRING (7.99180 52.25798, 7.99192 52.25816... \n", "100474 LINESTRING (8.05178 52.27926, 8.05171 52.27923... \n", "100475 LINESTRING (7.99367 52.25932, 7.99414 52.25906... \n", "\n", "[100476 rows x 36 columns]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_OSMmerged=gdf.merge(osm_netz, left_on='way_id', right_on='osm_id')\n", "gdf_OSMmerged" ] }, { "cell_type": "markdown", "id": "0c81e12b-5d68-4b0b-b261-433f88331faa", "metadata": {}, "source": [ "---\n", "
OBS-OSM Analysis " ] }, { "cell_type": "markdown", "id": "140e6a18-d430-4b1f-9b53-1b5aa0031b05", "metadata": {}, "source": [ " OSM tag: maxspeed" ] }, { "cell_type": "code", "execution_count": 23, "id": "7eea8e30-a1e7-491b-aa13-f89b652233bf", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.set(rc={'figure.figsize':(10,6)})\n", "gdf_OSMmerged.groupby('maxspeed')['distance_overtaker'].count().plot(kind='bar')" ] }, { "cell_type": "code", "execution_count": 24, "id": "505dede7-1536-4dc5-9455-22d48d801a73", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gdf_OSMmerged.groupby('maxspeed')['distance_overtaker'].median().plot(kind='bar')" ] }, { "cell_type": "code", "execution_count": 25, "id": "29e52f61-8c41-4032-aed1-49f8cfb3a152", "metadata": {}, "outputs": [], "source": [ "#HELPER\n", "##reorder column\n", "#comparator function for sort\n", "def mixs(num):\n", " try:\n", " ele = int(num)\n", " return (0, ele, '')\n", " except ValueError:\n", " return (1, num, '')" ] }, { "cell_type": "code", "execution_count": null, "id": "e27034f5-dede-4fbe-a2c6-089c8cc583bc", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 26, "id": "d1246efd-6ff7-4e43-9203-ad51f1c46ac5", "metadata": {}, "outputs": [], "source": [ "# set overall seaborn plot style\n", "sns.set_context(\"talk\")" ] }, { "cell_type": "code", "execution_count": 27, "id": "34af1597-7e37-49f5-ae67-70f94d1b2f54", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück: (n=85484)')" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PRODUCTION maxspeed distance\n", "\n", "data_c_plot=gdf_OSMmerged\n", "\n", "data_c_plot=data_c_plot[(data_c_plot.maxspeed.isin(['30','50','70','80','100'])) ].copy()#data_c_plot=data_c_plot[(data_c_plot.maxspeed.isin([30,50,70,80,100])) ]#.copy()\n", "for col in data_c_plot.dtypes.loc[lambda x: x == 'category'].index:\n", " data_c_plot[col] = data_c_plot[col].cat.remove_unused_categories()\n", " \n", "x_ax='maxspeed'\n", " \n", "x_ax_ordered_str=data_c_plot[x_ax].unique()\n", "x_ax_ordered_str = [i for i in x_ax_ordered_str if i is not None]\n", "x_ax_ordered_str.sort(key=int)\n", "\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.boxplot(\n", " data=data_c_plot, x=x_ax, y=\"distance_overtaker\",\n", " # notch=True, \n", " #linewidth=1.5,\n", " showcaps=False,\n", " flierprops={\"marker\": \"x\"},\n", " order = x_ax_ordered_str,\n", " boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "### add labels to ax1\n", "# medians\n", "medians = data_c_plot.groupby([x_ax])['distance_overtaker'].median()\n", "medians=medians.reindex(x_ax_ordered_str)\n", "vertical_offset = data_c_plot['distance_overtaker'].median() * 0.02 # offset from median for display\n", "\n", "for xtick in ax1.get_xticks():\n", " ax1.text(xtick+0.25,medians[xtick] + vertical_offset, round(medians[xtick],1), \n", " horizontalalignment='center',\n", " size='small',\n", " color='k',\n", " weight='semibold')\n", " \n", "# counts on top \n", "counts = data_c_plot.groupby([x_ax])['distance_overtaker'].count()#.astype(int)\n", "counts=counts.reindex(x_ax_ordered_str)\n", "#vertical_offset = 0.99 # offset from median for display\n", "\n", "for xtick in ax1.get_xticks():\n", " ax1.text(xtick,300,\"n=\" +str(counts[xtick]), \n", " horizontalalignment='center',\n", " size='small',\n", " color='k',\n", " weight='semibold',\n", " bbox=dict(facecolor='w'))\n", "\n", "\n", "### add boxplot right\n", "ax2= sns.barplot( \n", " data=data_c_plot, x=x_ax, y=\"distance_overtaker\",\n", " #palette=\"Blues\", \n", " order = x_ax_ordered_str,\n", " alpha=0.0,\n", " capsize=.1, n_boot=1000, ci=95,\n", " errcolor= 'red', #errcolor='.26' =\n", " errwidth=0.7, \n", " ax=ax)\n", "\n", "\n", "ax1.set(title='Boxplot with 95% CI')\n", "ax1.set_ylabel('Distance overtaker [cm]')\n", "ax1.set_xlabel('Speed limit [km/h]')\n", "\n", "ax.set(ylim=(0, 315))\n", "\n", "#add overall title\n", "ax.text(x=0.5, y=1.15, s='Overtaking distance and speed limit', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück: (n=\" + str(counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.show()\n", "#fig.savefig(\"plots\\OBS_analysis_OSM_maxspeed_all.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "code", "execution_count": 28, "id": "3f954098-80d4-4b8d-be98-34a12a759f62", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück: (n=85484)')" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# PRODUCTION\n", "\n", "\n", "data_c_plot=gdf_OSMmerged\n", "data_c_plot=data_c_plot#[data_c_plot['portal']=='bbb']\n", "data_c_plot=data_c_plot[(data_c_plot.maxspeed.isin(['30','50','70','80','100'])) ].copy()#data_c_plot=data_c_plot[(data_c_plot.maxspeed.isin([30,50,70,80,100])) ]#.copy()\n", "for col in data_c_plot.dtypes.loc[lambda x: x == 'category'].index:\n", " data_c_plot[col] = data_c_plot[col].cat.remove_unused_categories()\n", " \n", "x_ax='maxspeed'\n", " \n", "#data_c_plot.Right_binned=data_c_plot.Right_binned.astype(str)\n", "#data_c_plot=data_c_plot[(data_c_plot.Right_binned.isin(['(100, 120]','(80, 100]', '(40, 60]', '(60, 80]', '(20, 40]']))].copy()\n", "\n", "\n", "x_ax_ordered_str=data_c_plot[x_ax].unique()\n", "x_ax_ordered_str = [i for i in x_ax_ordered_str if i is not None]\n", "x_ax_ordered_str.sort(key=int)\n", "\n", "\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "\n", " \n", "ax3 = sns.stripplot(data=data_c_plot, x=x_ax, y=\"distance_overtaker\",color=\"grey\", alpha=0.3, ax=ax, zorder=1)\n", " \n", " \n", "# counts on top \n", "counts = data_c_plot.groupby([x_ax])['distance_overtaker'].count()#.astype(int)\n", "counts=counts.reindex(x_ax_ordered_str)\n", "#vertical_offset = 0.99 # offset from median for display\n", "\n", "for xtick in ax.get_xticks():\n", " ax.text(xtick,300,\"n=\" +str(counts[xtick]), \n", " horizontalalignment='center',\n", " size='small',\n", " color='k',\n", " weight='semibold',\n", " bbox=dict(facecolor='w'))\n", "\n", "\n", "### add boxplot right\n", "ax2= sns.barplot( \n", " data=data_c_plot, x=x_ax, y=\"distance_overtaker\",\n", " #palette=\"Blues\", \n", " order = x_ax_ordered_str,\n", " alpha=0.0,\n", " capsize=.1, n_boot=1000, ci=95,\n", " errcolor= 'red', #errcolor='.26' =\n", " errwidth=0.7, \n", " ax=ax)\n", "\n", "\n", "\n", "\n", "ax.set(title='Jitterplot with 95% CI')\n", "ax.set_ylabel('Distance overtaker [cm]')\n", "ax.set_xlabel('Speed limit [km/h]')\n", "#ax.set_xlabel(str(x_ax) + ' [m]')\n", "\n", "#ax1.set(title='Boxplot')\n", "#ax2.set(title='Confidence Interval')\n", "#ax2.set_ylabel('')\n", "ax.set(ylim=(0, 315))\n", "\n", "\n", "#add overall title\n", "ax.text(x=0.5, y=1.15, s='Overtaking distance and speed limit', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück: (n=\" + str(counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "\n", "#fig.show()\n", "#fig.savefig(\"plots\\OBS_analysis_OSM_maxspeed_bbb_jitter.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "markdown", "id": "f3da9f55-c4a2-47dc-af86-1c6748e5b6b9", "metadata": {}, "source": [ "### maxspeed for Brandenburg" ] }, { "cell_type": "code", "execution_count": 29, "id": "26ca0e56-1722-4cf4-86ac-389875cfae7d", "metadata": {}, "outputs": [], "source": [ "# cleanup maxspeed attribute\n", "gdf_OSMmerged.maxspeed=gdf_OSMmerged.maxspeed.str.replace('DE:urban','50')" ] }, { "cell_type": "code", "execution_count": 30, "id": "bd8e7c94-2a7f-4fc4-ba42-484e0472e4aa", "metadata": {}, "outputs": [], "source": [ "maxspeed_counts=gdf_OSMmerged[gdf_OSMmerged.portal=='bbb'].groupby('maxspeed')['distance_overtaker'].count()" ] }, { "cell_type": "code", "execution_count": 31, "id": "cddca6d1-59ab-473c-8fe8-9e1c3e0e8d13", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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maxspeedcounts
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" ], "text/plain": [ " maxspeed counts\n", "0 100 291\n", "1 20 8\n", "2 30 2107\n", "3 40 21\n", "4 50 9734\n", "5 60 75\n", "6 70 1224\n", "7 80 273" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "maxspeed_counts=maxspeed_counts.reset_index().rename(columns={'distance_overtaker':'counts'})\n", "maxspeed_counts" ] }, { "cell_type": "code", "execution_count": 32, "id": "f0ef4542-7c87-44d6-a3ed-0afd794dec81", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "\n", "import matplotlib.ticker as ticker\n", "\n", "\n", "\n", "x_ax='maxspeed'\n", "\n", "x_ax_ordered_str=maxspeed_counts[x_ax].unique()\n", "x_ax_ordered_str = [i for i in x_ax_ordered_str if i is not None]\n", "x_ax_ordered_str.sort(key=mixs)\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=maxspeed_counts, x=x_ax, y='counts',\n", " color='#0069B4',\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('Speed limit [km/h]')\n", "\n", "\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "\n", "\n", "#add overall title\n", "ax.text(x=0.5, y=1.15, s='Number of Overtaking events per speed limit', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(maxspeed_counts.counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.savefig(\"plots/OBS_analysis_osm_maxspeed_counts_bbb.png\", dpi=300, bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": 34, "id": "53f00356-83a9-40bc-9f17-813113cf53ab", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg (n=14404)')" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# number of events custom color for samplemap (see map below)\n", "\n", "\n", "maxspeed_counts=gdf_OSMmerged[gdf_OSMmerged.portal=='bbb'].groupby('maxspeed', dropna=False)['distance_overtaker'].count()\n", "\n", "maxspeed_counts=maxspeed_counts.reset_index().rename(columns={'distance_overtaker':'counts'})\n", "maxspeed_counts=maxspeed_counts.fillna('None')\n", "maxspeed_counts\n", "\n", "import matplotlib.ticker as ticker\n", "\n", "\n", "\n", "x_ax='maxspeed'\n", "\n", "x_ax_ordered_str=maxspeed_counts[x_ax].unique()\n", "x_ax_ordered_str = [i for i in x_ax_ordered_str if i is not None]\n", "x_ax_ordered_str.sort(key=mixs)\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=maxspeed_counts, x=x_ax, y='counts',\n", " #color=['#0069B4','#42b7bd','#0069B4','#42b7bd','#0069B4','#42b7bd','#0069B4','#42b7bd'],\n", " palette=['#3382ba','#d53839','k','#e277c2','k','k','k','k','#2cc2d2'],\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('Speed limit [km/h]')\n", "\n", "\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "\n", "\n", "\n", "ax.text(x=0.5, y=1.15, s='Number of Overtaking events per speed limit', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(maxspeed_counts.counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.savefig(\"plots/OBS_analysis_osm_maxspeed_counts_bbb_colors.png\", dpi=300, bbox_inches=\"tight\")" ] }, { "cell_type": "markdown", "id": "ddd87b6d-9d45-44a1-afb2-75d1e275c9a9", "metadata": {}, "source": [ "---\n", "cycleways " ] }, { "cell_type": "markdown", "id": "a16b8501-6a70-4dee-a55e-50e743265fcd", "metadata": {}, "source": [ "## rearranging osm-cyclinginfra\n", "* direction (1,-1, oneway?)\n", "* diffrent cycling tags \n", "* handel left,right,both" ] }, { "cell_type": "code", "execution_count": 38, "id": "2b48725a-48fc-46e5-8d7a-a492a18b5a21", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['cycleway',\n", " 'cycleway_both',\n", " 'cycleway_left',\n", " 'cycleway_right',\n", " 'cycleway_both_lane',\n", " 'cycleway_right_lane',\n", " 'cycleway_left_lane']" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# diffrent cyclewaytags\n", "cyclewaytags=[c for c in gdf_OSMmerged.columns if 'cycleway' in c]\n", "cyclewaytags" ] }, { "cell_type": "code", "execution_count": 39, "id": "7416b2f9-eba1-4c2f-86fd-dea40c1c4dc8", "metadata": {}, "outputs": [], "source": [ "# provisionally approach to simplyfy osm-cyclinginfa attributes to one attribute (cycleway_mod_dir)\n", "# works pretty ok for most\n", "\n", "for i,row in gdf_OSMmerged.iterrows():\n", " str_=''\n", " \n", " if row['direction']==1:\n", " if row['cycleway'] is not None:\n", " str_+='cycleway:' + row['cycleway']\n", " #print(row['cycleway'])\n", " if row['cycleway_both'] is not None:\n", " str_+='cycleway:' + row['cycleway_both']\n", " if row['cycleway_right'] is not None:\n", " str_+='cycleway:' + row['cycleway_right']\n", " #print(str_)\n", "\n", " # ersetze str_ wenn cycleway_x_lane, weil es cycleway:lane impliziert\n", " if row['cycleway_both_lane'] is not None:\n", " str_='cycleway:lane:both:' + row['cycleway_both_lane']\n", " #print(str_)\n", " if row['cycleway_right_lane'] is not None:\n", " str_='cycleway:lane:' + row['cycleway_right_lane']\n", " #print(str_)\n", " \n", " if row['direction']==-1:\n", " if row['cycleway'] is not None:\n", " str_+='cycleway:' + row['cycleway']\n", " #print(row['cycleway'])\n", " if row['cycleway_both'] is not None:\n", " str_+='cycleway:' + row['cycleway_both']\n", " if row['cycleway_left'] is not None:\n", " str_+='cycleway:' + row['cycleway_left']\n", "\n", " if row['cycleway_both_lane'] is not None:\n", " str_='cycleway:lane:' + row['cycleway_both_lane']\n", " if row['cycleway_left_lane'] is not None:\n", " str_='cycleway:lane:' + row['cycleway_left_lane']\n", "\n", " if str_!='':\n", " gdf_OSMmerged.at[i, 'cycleway_mod_dir'] = str_\n", " #print(str_)\n", " #print('')\n", " else:\n", " gdf_OSMmerged.at[i, 'cycleway_mod_dir'] = None\n", "\n", "# clean some mess\n", "gdf_OSMmerged.cycleway_mod_dir=gdf_OSMmerged.cycleway_mod_dir.str.replace(':both','')" ] }, { "cell_type": "code", "execution_count": 41, "id": "034826f0-2c04-4283-8587-4dac390f8c05", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "lane 13466\n", "no 2401\n", "track 2304\n", "separate 1023\n", "shared_lane 606\n", "share_busway 237\n", "use_sidepath 36\n", "shoulder 1\n", "Name: cycleway_right, dtype: int64" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_OSMmerged.cycleway_right.value_counts()[:50]" ] }, { "cell_type": "code", "execution_count": 42, "id": "bfc13cc5-ede1-4db6-a511-82b9eb45830d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "lane 2853\n", "separate 1273\n", "no 1074\n", "track 845\n", "shared_lane 190\n", "share_busway 167\n", "opposite_track 106\n", "opposite_lane 31\n", "use_sidepath 16\n", "opposite 6\n", "none 2\n", "opposite_share_busway 1\n", "n 1\n", "sidepath 1\n", "lane, track 1\n", "Name: cycleway_left, dtype: int64" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_OSMmerged.cycleway_left.value_counts()[:50]" ] }, { "cell_type": "code", "execution_count": 43, "id": "bc0c89a8-de26-44b2-9e7e-c75d87bf8563", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "cycleway:no 22937\n", "cycleway:lane 10373\n", "cycleway:lane:advisory 10085\n", "cycleway:lane:exclusive 8703\n", "cycleway:track 4309\n", "cycleway:separate 2329\n", "cycleway:shared_lane 666\n", "cycleway:share_busway 257\n", "cycleway:nocycleway:no 238\n", "cycleway:lane:pictogram 220\n", "cycleway:opposite 187\n", "cycleway:opposite_track 171\n", "cycleway:lanecycleway:lane 88\n", "cycleway:lane:soft_lane 80\n", "cycleway:use_sidepath 62\n", "cycleway:none 41\n", "cyclewaycycleway:lane 32\n", "cycleway:segregated 13\n", "cycleway:shared 12\n", "cyclewaycycleway:track 10\n", "cycleway:trackcycleway:track 8\n", "cycleway:yes 7\n", "cycleway:lane:yes 7\n", "cycleway:nocycleway:track 6\n", "cycleway:residential 6\n", "cycleway:oppositecycleway:no 5\n", "cycleway:nocycleway:shared_lane 5\n", "cycleway:opposite_lane 5\n", "cycleway:nocycleway:lane 4\n", "cycleway:shared_lanecycleway:shared_lane 3\n", "cycleway:separatecycleway:lane 3\n", "cycleway:designated 3\n", "cycleway:rightcycleway:lane 3\n", "cycleway:left 2\n", "cycleway 2\n", "cycleway:lane:designated 2\n", "cycleway:shared_lanecycleway:no 1\n", "cycleway:shoulder 1\n", "cycleway:n 1\n", "cycleway:right 1\n", "cycleway:lane:share_busway 1\n", "cycleway:leftcycleway:lane 1\n", "Name: cycleway_mod_dir, dtype: int64" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_OSMmerged.cycleway_mod_dir.value_counts()[:50]" ] }, { "cell_type": "code", "execution_count": 44, "id": "8319069d-c3c8-4841-a765-6ca167caf406", "metadata": {}, "outputs": [], "source": [ "# remove \"cycleway:\" to make plot a bit nicer\n", "gdf_OSMmerged.cycleway_mod_dir=gdf_OSMmerged.cycleway_mod_dir.str.replace('cycleway:','')" ] }, { "cell_type": "code", "execution_count": 45, "id": "d25d5e46-b1fd-45cc-bf9c-a331fc8a6eee", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück (n=57663)')" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_ax='cycleway_mod_dir'\n", "\n", "data_c_plot=gdf_OSMmerged#[gdf_OSMmerged.portal=='bbb'].copy()\n", "\n", "x_ax_ordered_str=list(data_c_plot[x_ax].value_counts()[:7].index)#data_c_plot[x_ax].unique()\n", "x_ax_ordered_str = ['no', 'lane:advisory', 'lane:exclusive', 'lane', 'track', 'separate']\n", "#x_ax_ordered_str.sort(key=mixs)\n", "data_c_plot=data_c_plot[data_c_plot[x_ax].isin(x_ax_ordered_str)].copy()\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.boxplot(\n", " data=data_c_plot, x=x_ax, y=\"distance_overtaker\",\n", " # notch=True, \n", " showcaps=False,\n", " flierprops={\"marker\": \"x\"},\n", " order = x_ax_ordered_str,\n", " #linewidth=1.5,\n", " boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " medianprops={\"color\": \"k\"},\n", "ax=ax)\n", "\n", "### add labels to ax1\n", "# medians\n", "medians = data_c_plot.groupby([x_ax])['distance_overtaker'].median()\n", "medians=medians.reindex(x_ax_ordered_str)\n", "vertical_offset = data_c_plot['distance_overtaker'].median() * 0.02 # offset from median for display\n", "\n", "for xtick in ax1.get_xticks():\n", " ax1.text(xtick+0.25,medians[xtick] + vertical_offset,int(medians[xtick]), \n", " horizontalalignment='center',\n", " size='small',\n", " color='k',\n", " weight='semibold')\n", " \n", "# counts on top \n", "counts = data_c_plot.groupby([x_ax])['distance_overtaker'].count()#.astype(int)\n", "counts=counts.reindex(x_ax_ordered_str)\n", "#vertical_offset = 0.99 # offset from median for display\n", "\n", "for xtick in ax1.get_xticks():\n", " ax1.text(xtick,300,\"n=\" +str(counts[xtick]), \n", " horizontalalignment='center',\n", " size='small',\n", " color='k',\n", " weight='semibold',\n", " bbox=dict(facecolor='w'))\n", "\n", "\n", "### add CI\n", "ax2= sns.barplot( \n", " data=data_c_plot, x=x_ax, y=\"distance_overtaker\",\n", " #palette=\"Blues\", \n", " order = x_ax_ordered_str,\n", " alpha=0.0,\n", " capsize=.1, n_boot=1000, ci=95,\n", " errcolor= 'red', #errcolor='.26' =\n", " errwidth=0.7, \n", " ax=ax)\n", "\n", "\n", "\n", "ax1.set_xticklabels(ax1.get_xmajorticklabels(), rotation=30)\n", "ax2.set_xticklabels(ax2.get_xmajorticklabels(), rotation=30)\n", "\n", "\n", "ax1.set(title='Boxplot with 95% CI')\n", "ax1.set_ylabel('Distance overtaker [cm]')\n", "ax1.set_xlabel('cycling infrastructure')\n", "\n", "ax.set(ylim=(0, 315))\n", "\n", "ax.text(x=0.5, y=1.15, s='Overtaking distance and cycling infrastructure', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück (n=\" + str(counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.show()\n", "#fig.savefig(\"plots\\OBS_analysis_OSM_cycleway_all.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "markdown", "id": "e0debf71-1b14-4c29-b812-b2392394d339", "metadata": {}, "source": [ "#https://wiki.openstreetmap.org/wiki/Key:cycleway:lane\n", "\n", "no -> keine Radinfra\n", "\n", "lane:advisory-> Schutzstreifen \n", "lane:exclusive-> Radstreifen \n", "lane -> Fahrbahnradweg (nicht genauer bei OSM hinterlegt) \n", "\n", "track -> Bordsteinradweg\n", "\n", "separate -> bspw. Straßenbegleitender Radweg außerorts oder Fußweg mit \"Radfahrer frei\"" ] }, { "cell_type": "code", "execution_count": 46, "id": "43f0c8c0-ee78-49d0-9c4d-379910cbae14", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück (n=57663)')" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_ax='cycleway_mod_dir'\n", "\n", "#data_c_plot=gdf_OSMmerged[gdf_OSMmerged.portal=='bbb'].copy()\n", "data_c_plot=gdf_OSMmerged#[gdf_OSMmerged.portal=='bbb'].copy()\n", "#data_c_plot=data_c_plot[data_c_plot['portal']=='bbb']\n", "\n", "x_ax_ordered_str=list(data_c_plot[x_ax].value_counts()[:7].index)#data_c_plot[x_ax].unique()\n", "x_ax_ordered_str = ['no', 'lane:advisory', 'lane:exclusive', 'lane', 'track', 'separate']\n", "#x_ax_ordered_str.sort(key=mixs)\n", "data_c_plot=data_c_plot[data_c_plot[x_ax].isin(x_ax_ordered_str)].copy()\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "\n", "ax3 = sns.stripplot(data=data_c_plot, x=x_ax, y=\"distance_overtaker\",color=\"grey\", alpha=0.03, ax=ax, zorder=1)\n", "\n", "\n", "# counts on top \n", "counts = data_c_plot.groupby([x_ax])['distance_overtaker'].count()#.astype(int)\n", "counts=counts.reindex(x_ax_ordered_str)\n", "#vertical_offset = 0.99 # offset from median for display\n", "\n", "for xtick in ax.get_xticks():\n", " ax.text(xtick,300,\"n=\" +str(counts[xtick]), \n", " horizontalalignment='center',\n", " size='small',\n", " color='k',\n", " weight='semibold',\n", " bbox=dict(facecolor='w'))\n", "\n", "\n", "### add CI\n", "ax2= sns.barplot( \n", " data=data_c_plot, x=x_ax, y=\"distance_overtaker\",\n", " #palette=\"Blues\", \n", " order = x_ax_ordered_str,\n", " alpha=0.0,\n", " capsize=.1, n_boot=1000, ci=95,\n", " errcolor= 'red', #errcolor='.26' =\n", " errwidth=0.7, \n", " ax=ax)\n", "\n", "\n", "\n", "ax1.set_xticklabels(ax1.get_xmajorticklabels(), rotation=30)\n", "ax2.set_xticklabels(ax2.get_xmajorticklabels(), rotation=30)\n", "\n", "\n", "ax.set(title='Jitterplot with 95% CI')\n", "ax.set_ylabel('Distance overtaker [cm]')\n", "ax.set_xlabel('cycling infrastructure')\n", "\n", "ax.set(ylim=(0, 315))\n", "\n", "\n", "ax.text(x=0.5, y=1.15, s='Overtaking distance and cycling infrastructure', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück (n=\" + str(counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.show()\n", "#fig.savefig(\"plots\\OBS_analysis_OSM_cycleway_all_jitter.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "markdown", "id": "4a661d6c-f5ff-4c7e-b648-1e511c4665e4", "metadata": {}, "source": [ "---" ] }, { "cell_type": "code", "execution_count": 160, "id": "3c7efeb1-397b-4231-9c3a-2bcd8a4b3826", "metadata": {}, "outputs": [], "source": [ "# export dataset as gpkg\n", "#gdf_OSMmerged_gdf = gpd.GeoDataFrame(gdf_OSMmerged, geometry='geometry_x', crs='EPSG:4326')\n", "#gdf_OSMmerged_gdf[['geometry_x','cycleway_mod_dir']].to_file('gdf_OSMmerged_cycling.gpkg', driver='GPKG', layer='name') " ] }, { "cell_type": "code", "execution_count": null, "id": "0fc62cb9-f45c-4f94-8ca8-7654242211ee", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "93bac4b6-ee39-4e00-bf38-83ed0315b2e2", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "20fcf841-c427-4668-bfcc-4c459c5cba3e", "metadata": {}, "source": [ "---\n", "osm tags " ] }, { "cell_type": "markdown", "id": "8c5557f7-db1e-455f-9754-591a363c8f8c", "metadata": {}, "source": [ "## OSM TAGS" ] }, { "cell_type": "code", "execution_count": 48, "id": "d9681c3c-084b-4872-8e81-e7c38444b7a1", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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index0share_tagsshare_tags_inverse
0maxspeed6750.9535350.046465
1lit63950.5597850.440215
2lanes41580.7137740.286226
3surface11920.9179460.082054
4width141140.0284300.971570
5smoothness80780.4439320.556068
6cycleway (assembled)37670.7406900.259310
\n", "
" ], "text/plain": [ " index 0 share_tags share_tags_inverse\n", "0 maxspeed 675 0.953535 0.046465\n", "1 lit 6395 0.559785 0.440215\n", "2 lanes 4158 0.713774 0.286226\n", "3 surface 1192 0.917946 0.082054\n", "4 width 14114 0.028430 0.971570\n", "5 smoothness 8078 0.443932 0.556068\n", "6 cycleway (assembled) 3767 0.740690 0.259310" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#rel_tags= ['maxspeed', 'lanes', 'lit', 'surface', 'width', 'smoothness', 'oneway',\n", "# 'bicycle', 'cycleway', 'cycleway_both', 'cycleway_left',\n", "# 'cycleway_right', \n", "# 'cycleway_both_lane', 'cycleway_right_lane', 'cycleway_left_lane',\n", "# 'parking_lane_both', 'parking_lane_left', 'parking_lane_right','cycleway_mod_dir']\n", "rel_tags= ['maxspeed', 'lit', 'lanes','surface', 'width', 'smoothness', 'cycleway_mod_dir']\n", "gdf_OSMmerged_bbb=gdf_OSMmerged[gdf_OSMmerged.portal=='bbb'].copy()\n", "gdf_OSM_tags=gdf_OSMmerged_bbb[rel_tags].isna().sum().reset_index()\n", "#gdf_OSM_tags\n", "\n", "gdf_OSM_tags['share_tags']=(1-(gdf_OSM_tags[0]/len(gdf_OSMmerged_bbb)))#*100\n", "gdf_OSM_tags['share_tags_inverse']=1-gdf_OSM_tags['share_tags']\n", "\n", "\n", "gdf_OSM_tags['index']=gdf_OSM_tags['index'].str.replace('_',':')\n", "gdf_OSM_tags['index']=gdf_OSM_tags['index'].str.replace('cycleway:mod:dir','cycleway (assembled)')\n", "\n", "gdf_OSM_tags" ] }, { "cell_type": "code", "execution_count": 49, "id": "76c111ba-c538-4122-8951-ccff217db3cf", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\simon\\AppData\\Local\\Temp/ipykernel_14348/3053321612.py:31: UserWarning: FixedFormatter should only be used together with FixedLocator\n", " ax1.set_yticklabels(['{:.0%}'.format(x) for x in vals])\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=gdf_OSM_tags, x='index', y='share_tags',\n", " color='#0069B4',# color='blue',\n", " #stacked=True,\n", " # hue=x_ax,\n", " #palette='RdYlGn',# palette='Spectral',\n", " # dodge=False,\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " #order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Share of known attributes for overtaking events [%]')\n", "ax1.set_xlabel('OSM attributes')\n", "\n", "#plt.legend(title='Overtaking distance [cm]')\n", "\n", "#ax1.set_xticklabels(rotation=30)\n", "plt.xticks(rotation=25)\n", "\n", "# manipulate\n", "vals = ax.get_yticks()\n", "ax1.set_yticklabels(['{:.0%}'.format(x) for x in vals])\n", "\n", "ax1.set(ylim=(0, 1))\n", "\n", "#add overall title\n", "#ax.text(x=0.5, y=1.1, s='Share of known OSM-attributes for overtaking events', fontsize=18, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC XYX: (n=\" + str(len(gdf_OSMmerged))+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "ax.text(x=0.5, y=1.15, s='Share of known OSM-attributes for overtaking events', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC Brandenburg: (n=\" + str(counts.sum())+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück (n=\" + str(len(gdf_OSMmerged_bbb))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(len(gdf_OSMmerged_bbb))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "\n", "#fig.savefig(\"OBS_analysis_OSM_attributes_avail.png\", dpi=300) \n", "\n", "#fig.savefig(\"plots\\OBS_analysis_OSM_knownAttributes_bbb.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "code", "execution_count": 50, "id": "1c63aae4-e866-4a69-a899-6a8c82d6530c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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index0share_tagsshare_tags_inverse
0maxspeed80580.9198020.080198
1lit297010.7043970.295603
2lanes311430.6900450.309955
3surface71490.9288490.071151
4width972510.0320970.967903
5smoothness713400.2899800.710020
6cycleway (assembled)395860.6060150.393985
\n", "
" ], "text/plain": [ " index 0 share_tags share_tags_inverse\n", "0 maxspeed 8058 0.919802 0.080198\n", "1 lit 29701 0.704397 0.295603\n", "2 lanes 31143 0.690045 0.309955\n", "3 surface 7149 0.928849 0.071151\n", "4 width 97251 0.032097 0.967903\n", "5 smoothness 71340 0.289980 0.710020\n", "6 cycleway (assembled) 39586 0.606015 0.393985" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#rel_tags= ['maxspeed', 'lanes', 'lit', 'surface', 'width', 'smoothness', 'oneway',\n", "# 'bicycle', 'cycleway', 'cycleway_both', 'cycleway_left',\n", "# 'cycleway_right', \n", "# 'cycleway_both_lane', 'cycleway_right_lane', 'cycleway_left_lane',\n", "# 'parking_lane_both', 'parking_lane_left', 'parking_lane_right','cycleway_mod_dir']\n", "rel_tags= ['maxspeed', 'lit', 'lanes','surface', 'width', 'smoothness', 'cycleway_mod_dir']\n", "#gdf_OSMmerged_bbb=gdf_OSMmerged[gdf_OSMmerged.portal=='bbb'].copy()\n", "gdf_OSM_tags=gdf_OSMmerged[rel_tags].isna().sum().reset_index()\n", "#gdf_OSM_tags\n", "\n", "gdf_OSM_tags['share_tags']=(1-(gdf_OSM_tags[0]/len(gdf_OSMmerged)))#*100\n", "gdf_OSM_tags['share_tags_inverse']=1-gdf_OSM_tags['share_tags']\n", "\n", "\n", "gdf_OSM_tags['index']=gdf_OSM_tags['index'].str.replace('_',':')\n", "gdf_OSM_tags['index']=gdf_OSM_tags['index'].str.replace('cycleway:mod:dir','cycleway (assembled)')\n", "\n", "gdf_OSM_tags" ] }, { "cell_type": "code", "execution_count": 51, "id": "7d9a82f1-e050-4a23-9ad4-7073d5f27963", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\simon\\AppData\\Local\\Temp/ipykernel_14348/128120366.py:31: UserWarning: FixedFormatter should only be used together with FixedLocator\n", " ax1.set_yticklabels(['{:.0%}'.format(x) for x in vals])\n" ] }, { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück (n=100476)')" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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fX1+8f/9e7VhTyWQySROqtAmFIAiS/d2gQYNsrz8jR48ezTC5SO/z58/fbEhSuVwuSS6AlN8vbb+L7Jg0aZLK61pUVBSGDh2q1kAbuSE+Ph4DBgzI9NgHUhL1MWPGSNpCy+VyjBo1Sq1mcocPH1aqgdSUqKgouLi4KCUX6SUkJGDmzJnYsWNHpstldf/IypMnT9C9e3el5CK9T58+YcSIEeJDFAAoU6aM5Bx8+vSppA9kqmPHjkk+d+nSRfz/1/ym6T19+lSSXAApTSkzqjVV5erVq1i6dGmWy8nlckyZMkWpWVxGkpKSMHr0aMk+rl69OtasWZNlATczObkPxMXFYfDgwSoH3Ugts2T0O6rr6tWrGDt2rFJykVZiYiLmzJkDX19fcVqjRo0kTQoDAwMzvNZkdjxFRUXht99+U0ou0vP29sbcuXMzXSY6OhpDhgyRJBdpCYKAOXPmICYmJtP1ZGTWrFkZJhfp3bt3D7///nu2168uJhj/b/r06RleKB4+fIjdu3dj5MiRaNy4MXr16iXpgJqV2NhYFCtWDPPmzcPhw4exdu1apXaz6ROQbdu2SQqhHTp0wB9//IEjR47Aw8MDZcuWFeclJydnWfCXyWRwc3PDoUOHMH/+fPTv3x9AyrsI0p4EWlpa6N27N/bs2YM9e/bAxcVF8ncyqgbOzK1bt7B69WrJNEdHR+zYsQNHjx7FrFmzJJ0TX758ienTp4ufd+zYgRMnTig9jU6dnrbDWnbFxsZiyJAhePfunTjN3t4es2bNyvK7z549Q5kyZbBkyRIcPnwY8+bNQ/78+SXLnDt3TvL5a/dFixYtoKPzvwrHtKMFffjwIcOmYmkL49euXZMkUpnVRuVk+zKTvgli6dKlYWBgoNZ3K1asKPmc/sI+fvx4ydOltMt5eXlh/PjxsLa2RqdOnbBjxw58/vxZ7bjTvh/i/v37iIqKApDSxCf1/+mX+xobN24U/6+trY1x48bB29sbf/75J2bOnCnZZ8+ePRP367hx43DixAml2r/Uc2TcuHGws7PDiRMnlH73xYsX48SJE1kWNNu2bYs///wTGzZswKBBg3LcqTg5ORkODg7YtWsXDh8+DDc3N0lNVmRkpGQ/fC0zMzNxH6Tl6uoq7p/UpkKenp548OCBuEzZsmWxbNkyHDp0CIsXL4a5ubk4LyAgQHLdvnz5Mt6+fSt+rl+/PjZs2ICjR49i37596Nevn+RJ8pYtW9TueJ6d6+DUqVMl17QiRYpgxowZOHr0KHbs2AEnJyfJOpYsWZJl4VvV/SMrCoUC48aNk1x3SpcujcWLF+Po0aPYvHkzmjRpIs4TBAGTJ0+WXC+6du0qWaePj4/S30lbIDQwMJAkv1/zm6rSp08fHDx4ECtXrsSQIUNQr149nDhxQqllQ+p5mfb32bRpkySJ6devH/788094e3tj8eLFkvPq8+fPuHfvXpbxzJo1SzLgRNmyZbFlyxZJDXdO5OQ+sGfPHjx9+lT8rKOjgxEjRsDb2xu7d++Gk5MTBEFQWajOikKhwO+//y4ZBc/Z2Rk7duzA/v37MXjwYElSNXfuXDFJk8lk6Ny5szgvOTlZUqMBpCSkaZPckiVLonHjxuLnZcuWSR5Y1ahRA+vWrcOhQ4cwc+ZMSRNPLy8vlaMfAv8bQr1x48bYvHkzvL29lQYTiY2NFR9mpXbSz+o4+/Lli+QdSCVLlsTixYtx8OBBHDp0CDNmzJDU1J09ezbLBwA5xSZS/69mzZrYuHEj3N3dVT5BS05OxtWrV3H16lVs3boVS5cuRa1atTJdr66uLnbs2CE2tapatSoKFiyI3377TVzm+fPnku+0adMGJUqUQEhICBITEyXVqVWqVIFCoYCbm5s4LX0BLr2OHTti6NChAFKebKTy9fWVjMDTv39/uLu7i5/r168PQRBw4MABACnVj0FBQbCyssr076Xavn275ELQq1cvSaG5cuXKaNq0KTp16iQW/M6cOSO2s09tQ5m+MGphYfFVLzFTKBQYP368JMNv0KABli9frrI/TFrGxsbYt28fTE1NAaT8pp8/f8bixYvFZdIXhL92XxgZGaFu3briE6O0CcbVq1czLKxcuXJFvEGnbR4FIMN26V+zfZlJWxgHkK3mNYUKFZJ8Tv+E2MLCAtu3b8eYMWNUPjUTBEFsGrJlyxYsWLBAZfOwtNImDoIg4NKlS2jTpo2kNkNbWxtWVlaSm1JOJCcnY+TIkQgNDUVoaChq1KiBIUOGiPNr1qyJ0NBQ7N+/X5wWHh4OMzMzFCtWDMWKFVN6Wpm+eWfBggWVRo4pUaJElh0/UwsZqQludpqapefk5CQZ3rtq1aooVaoUxo8fL047duwYpk2bppEmRLq6urC0tMTNmzcl0wsXLqy03fv27RP/X7BgQezevVtM2qpXr466devC2dlZLLB4eXmJBfb0iWvXrl0l+6lu3bowMjJCZGQkKlSogF9++UXt0WDUvQ4+fvwY58+fl2zDvn37JG3RGzduDFNTU7GmLDk5GevXr8e6detU/n1V94+sBAQESK6x5ubmOHDggNgco3LlyrC2tsaIESPEZpBfvnyBp6enOJS0g4MD5s6dK96nTpw4gUmTJkFbWxtAShOTtPdPR0dHSeHpa37TjDRo0ADTpk0DAEnCZ2lpqdTMpGjRokrHWM+ePVGrVi2EhobC1NQUkydPFudVq1YN7969w/Lly8VpWd3bt2zZgj///FPyN7du3aqRgRdych/w9vaWfP7999/Ro0cP8XODBg2gra0tqVnIjosXL0pq5p2cnLBs2TLxc506dVCgQAGsXLkSQMr94vTp0+jQoQMAoFOnTlizZo14Lz527JikLHbu3Dmxr2Pq8qllgs+fP0sS3FKlSmHXrl1i0lW9enVUrlxZsr1eXl6ZNvls0KABPD09xeO5WrVqePjwoeQ8Tt3HqZ30szrOvnz5IilrNGnSRNLMqnr16jAzM8P58+fFa5Gq/lhfizUYaTRp0gR+fn6YMmVKluOKP3/+HAMGDMgy86tfv77SRaZq1aqSz+mrwBo2bIihQ4di1apVkgu/XC5HcHCwUmExq2pUVc0Z0jeryWg5BwcHyee0T8UzI5fLJVl0vnz5JElRqtKlSytl5Jm9gVgTTp06JTmBdXR0sGrVKrU7O7Vt21a86KaqV6+e5HPap3aa2hdpk4Jnz56JF560v2Pap9hpf6u0x0zVqlVRsmRJFVuX/e3LSmbN77KSvhCWUaGsatWqOH78OObNm4e6detmmiRGRERgxIgRajXxqlChguRGnTrUbdoEI/WBwdfS1tZG27ZtMW7cOGzatEnyIriYmBicP39e8iQWwDcbB93BwUFSe/Y1BgwYoDStbdu2KF68uPj548ePkqeg38Ljx48lTyatrKyUaoRKly4tuS9cv35dPLbT3y+mTZuG0aNH4+DBg2IBeNiwYfj999/h4uKCevXqiYUKTUlfo+vq6qrU0RUAxo4dK3kxX0BAQKbHUk6bw6WPZ+jQoUqFIy0tLUycOFEyLe01T19fH87OzuLn9+/fS57WHz16VPLdtE+ov/Y3zUjbtm1VzlNHq1atMGrUKKxdu1Yy4EZcXBwCAwOVmqNl9rukT0YAYObMmRobWSy794GPHz/iyZMn4mcjIyOlGigAGD58eI5j+toyi5mZGaytrcXPd+7ckVxr0h5PMplM8obs69evS1qWtGzZUqlGp27dupI+OVmVl1xdXZWuA3Xr1pV8zs69FgBMTU0lCcPBgwfh6uqKbdu24c6dO0hOToatrS3mz5+Pvn37olmzZln2Pcop1mCkU6BAAfTt2xd9+/ZFeHg4AgMDcfnyZVy6dAmvX7+WLPv582csXbo00yr9jJ4Opj8oVV3QYmNj8ffffyMoKAg3b95EaGhohu33s3oSlrZJVVrpa06yGv0FgGQknsyEhYVJYq1SpYrKg7h+/fqSffjw4UO1/kZOpb9oJyUl4ciRIxkWfjKS0U07/ZP2tE8QNLUvWrdujYULF4qfL168iO7du0suuoMHD8bChQuRnJyMN2/e4OXLl9DT05MUTjOrvcjJ9mUlfY1FdoZzTd8nJ6PmUEBKR/iuXbuKo6hcunRJPG/TF1YTExMxd+7cDJtbpJXaDyO1diIwMBByuRzXrl0Tl1Gn/4Wq0T9S7dq1S1JbEh4ejgsXLuDatWu4ffs2nj17lmEN1bd6t0OZMmU0tq6M2u7LZDJUqVJF0sTo3bt32RpF52vHhk9/LTx//rw4Cpcq8fHxCAsLQ9myZVGuXDn06NFDfGKemJiI06dPi8dO0aJF0bBhQ9ja2qJ169a5MnJL+uNc1bFZsGBBVKlSReynER8fj5cvX0o6Rqel6v6hqXjKlSuHokWLisnAq1evEBcXJ9bYdO3aFXv37hWX9/HxQbNmzZCYmCjpE5G+z8bX/qYZ0dS5EB0dDX9/fwQFBeH27dt49OhRhuWAzM7xjPoyHTx4UO2O4VnJ7n0gfV/QSpUqZfhgwtLSEgUKFJDUFKgr/W+aVX9JQLnM0rVrV3EEKyDleBo9ejSioqIk70tq1KiRpIYw/d/evXs3du/enWW8crlc5fme0T5Of7/M7ktRZTIZJk+ejHHjxonXxaCgILEpff78+VG3bl20atUKbdq0ybUO3gBrMDJlZmaGX3/9FQsXLsT58+dx8OBBNGvWTLKMv79/pm+HzaggmdXTQIVCgdWrV6NZs2YYO3Ys9uzZg9u3b0MulyN//vxqd7BLpapJSk46D6nbhj39PsmsWUz6edlpJ68pGzduVLuDeUZtWzPrTKepfWFhYYEKFSqInwMCAhAVFSVJQuzs7CQ1ZFevXsXff/8tWWdWo4Fld/uykr625MWLF2ofe+n7lqRtM61K4cKF4eTkhFmzZuHUqVM4ceIE2rVrJ1nmwYMHCAkJyXJdaQv+r169wtGjRyWdCzXV/wJIKXS4ubmhRYsWYrv5J0+eQKFQoGjRohnejL4FVUldduno6Kg8jtLXAmVWK5tRMvG1bybPybUQkJ7bM2fOxNSpUzMcCe/9+/fw9fXF2LFjYWdnp1QLrQnpByFJXxhMK/11JrN7WE5HDMtOPOmPsbTxVKlSBdWqVRM/+/n5IT4+Hv/884/kmp229gLQzG+aVZzZFR8fj9mzZ8Pa2hqTJk3Cn3/+iZCQECQlJcHIyEhlkqeuCxcuaOwFoNm9D6Tf35n1AcnpE3NNlFlatGghqWVIfdB0/PhxSZKXtnN3Tv92Vt/LaD98zb02VZs2bbBlyxal1jJASo1IQEAA5syZg5YtW2Lr1q1f/fdUYQ0GgFWrVuHRo0eIiIjAu3fvsGfPngybkNSoUQMbN25E69atxbaRCoUCr169UnnxzEk1+KpVq7Bp0ybxc7169dC+fXvUqVMHFSpUwJUrVyTtBrOStjo8rfSd2nfs2JHlMLHpa19USV+1mtkIXNm5EWlKvnz5YGdnJ15cPn36hHXr1qk1okJ2f1NN7otWrVqJCUVgYCAuXrwoFrjKli2L4sWLo1GjRuIoHVevXpU8KTI3N88yQdV0043y5ctLnlAqFAqcPXtWreH30o+wlvYJ5c6dO3Ht2jVERETg/fv3WLRokVIVPpDyxGz58uV4/vy5ZPSSsLCwLPdF+vHM16xZI/5fR0cnw7+XE4IgYNiwYZLRf5ydndGqVSvUqlUL5ubmWL16daZt5XOLqutHdiUlJSEmJibDm2r6p5mZFUAySiay24wgvfTbaGdnl2EzxvTSJrwymQy//fYbevfuLTZlvXz5Mu7evSupwXz79i2GDRuGo0ePavTFZ+k73mdWUE5/ncksicjp71+kSBFJLcanT59U9g1IX6uZPp4uXbqIndG/fPmCixcv4syZM+J8bW1tpeuJJn7T9L72XJg2bZqk/0GLFi3g6OiI2rVro2zZsvD29hb7n6irS5cuOHTokHgfWLRoEQ4fPqxWf8LMZPc+kL6PUGYF65wW1tOXWRYvXqw0+EF66WsPdHR00KFDB7Fg/eLFC4SEhEjuNYUKFVKqCUr/2/fq1Qs9e/bMMubMyjNf+xtlxtraGtbW1nj8+LGYeN68eVNyXYiLi8PSpUtVNmf7WkwwkDJUl7+/v/j59OnTKt/OraurC0NDQ0nnK00WyGJiYiQjulSrVg27d++W/I3snpyqMmILCwtJ0xmFQqF0wwsPD4dcLkepUqWy1enSzMwMurq6YjXu/fv3VRYu0reHz6oa+2vp6OjAw8MDTZo0wbVr18Smb/v374erqyvKlSun0b+nyX3RqlUrMfmMiYnBli1bxHmpT9MbN24sTr906ZLkCU5WzaNyi62traTD5YYNG2Bvb59pwprazCmttO1rnz17JulcffLkyUwL/OmrgtU5by0tLSXJUdrzvnr16hpru3rx4kVJctG7d2+lZDenN+W0ctJxWlP9L4CUdsxp20CnSl+blLYdefq/n1HTirQjJ2Ukq+1O3249IiIiw8L/vXv3ULp0aZW/u0KhQFhYGOrWrSsOhiGXy3Hr1i1s2LBBHJwhMTERx44dU6vAq670A19cuXJF8u6WVJ8/f5Z0vs6fP3+m7fZz+kS1VKlSkjboV65cybDp0dOnTyV9JcqUKaNUmHN2dsaSJUvE2kM/Pz/JPdva2lqpo6qmftO0MjsXsjrGnj59KkkuWrVqhQ0bNkiWye45PmTIEIwbNw6xsbFic7GQkBAcPnxYqUYnt6VPzEJDQ5GYmKh0/Dx8+DBHzaMA5d9ULpcr/abR0dGIiopC2bJlVV7ju3btKnlyf+jQIUnTV2dnZ6VkJv3f/vDhg9LfVigUuH//PiwtLTX2YCa97FzD3717h2LFimHAgAEYMGAABEHAgwcPcOjQIezcuVNcztvbO1cSDDaRApTG5N+4caPKEWn8/f0lHZn09PQ02kb5yZMnkj4CBQoUUDpJ0o/FnRVVB2T6NrFpX2qUatasWbC1tUWdOnXQuXNnybsUMqOnpyfZr/Hx8eLIDmm9ePECf/zxhyTWnL7QT11OTk5o0aIF9PT0MHr0aHF6YmKiWmOUZ5cm90WtWrUk1btpmxClJhj16tUTL+qvX7/+IRKMgQMHSm7Oz549w+jRo1XeaO7evStpQwoANjY2kirf9Oft/v37lUYLSnXv3j2lZEXd5ghpa03SUvf9Fw0bNhRHh8roX8OGDZUK2OmbYnz58kXSbjgj6Z+GZdRGO/21QJ0O+Jp8Idy6deuU4vLz85O8J8Xc3FxSWEzffCrt9RdI2c6shk3OarsrVKgg2efXr19XSvbv3buHjh07ol69emjZsqXkXSQrV66Es7MzatWqBTs7O8nTdT09PVhZWUlGlwGU+xd9rfRPXP/4448M72OrVq2SNEGzsbHJtE9ITn//9PFk1AxVoVAoXXMz6kNQsGBBycMFHx+fTJtHAV//m2Yks32R1TGW1TmenJysVGObGTMzM3H4ZTc3N0lBftWqVZm+JyI3pL4hOtWnT59w8OBByTKCIEhqgbMr/TV3+/btSv1S161bhzZt2qB27dpo37690lC0QEptf9rr+t69eyU1oxkdT3Xr1pXcw06fPi0Z0QpIGYWqU6dOqFOnDuzt7SUjXGlKVsfZiRMn0K1bN1hZWYkvkEz73UqVKkkGEQE0fy1KxQQDQPv27SWFtg8fPuDXX3/FqlWrxKH2/P39MXfuXIwcOVJS6OnUqVO2XrSTlfTrunLlCpYsWYI7d+7g77//xtChQ5WGeMvqhXyqODs7S54gBwYGYuDAgfD398etW7cwd+5ccfjAuLg4PHnyJFu1C+mrD/fs2YMxY8YgMDAQISEh2LdvH3r06CEpADs5OUkuUrkh7UWiQ4cOknctnDt3LlsvkVOXpvaFTCZT+ZK61Itvvnz5MnzLs7GxsdpDDGta+qFIgZSRrRwdHbF582Zcu3YNISEh8Pf3x4wZM+Di4iIZK71w4cJK72GxtraW/HaJiYlwdXXFvHnz4O/vj5CQEAQEBGDlypXo3bu3JHG3trZWe7QVVf0sNNn/Iv157+npCS8vL9y7dw/Hjh2Di4uLUifD9Od9+iYK+/fvx/Xr1yXt/dPXGPn4+OD27dtZdnjXlOvXr6Nv377i77N9+3alUYTS39zT1yh6eHiIhbWnT59i2LBhSjf69NJv999//42bN2/ixIkT+PDhA3R0dJT+7pAhQ7B9+3bcunULfn5+kg6lr1+/liRBRkZGePDggVjYmTp1KrZv346bN2/izp07OHToEBYtWiRZ/9e2t0+vcuXKkhq8T58+oUePHvjjjz8QEhKCS5cuwc3NTfIyRx0dna8a1SczzZs3l9SqvHr1Ct26dcORI0cQEhKCv//+GwMGDJAkh4aGhirfs5H2CWvawqCJiYnSCzkBfPVvml3pj7HTp0/j9u3b8Pb2hkKhUDrHjx49ii1btuDu3bs4c+YMevfurfROq8zu7WnvY2XKlJHsn3fv3sHT0zPH25JT6QeKmT9/PtauXYt79+4hMDAQw4cP/6ohvW1sbCS/UeqLHM+cOYM7d+5g3bp14vEtl8vx8OFDlWWWtH0s0h5PlStXlvT5SWViYiJ54JeYmIiePXviwIEDuHPnDo4cOSLWOisUCjx//lxjI3qlldVxZmFhgZs3b4pliT179mDevHm4evUqQkJCcO7cOaUEQ9PXolRsIoWUi9r8+fMxfPhwMRuMjY1Vqr5Mr1SpUmqNYpAdFSpUgLm5ueSJnqenZ6YXi+yMypOWqakp3NzcMH/+fHFaQECA5B0Labm5uWVrxIEmTZqgf//+kjcBnzp1SuXLjMqWLSsZuu9b0NLSwoQJEyQvuFm0aBEOHTqk0Se3mtwXrVu3lox9DvyvKU+qRo0aKQ2RZ2Njo9HmLtnVv39/vH37VlI1m9FQi+kZGxtj3bp1SlXwWlpaWLRoEXr16iW2wU9MTMxydA9jY+NstXPOKJHQ1dVVGk7wazRv3hza2trije7Lly+YMWNGpt9Jf96XKVNG0uRx3rx5AIBmzZqJzZLSdxQ/fPgwDh8+DD09PclwoLmhSJEiiI6Oloxokl7p0qXRt29fyTRbW1vJC8pevnyJDh06QEdHR7xep23Gpmq9ad27dw/dunUDkJKI1alTB8OGDcPp06cRFhYGIOU3SJ8UpDI3N8egQYPEz66urjh8+LC4/2NiYlR+NzVedfogZdeyZcvQsWNH8diIiIjI9Jo6depUpZdZaoquri5Wr16N7t27i4nXixcvVNYSaGtrY9myZUp91lJZWVmhXLlySqNTdejQQWUzrq/5TbMr/TGW9l7arFkz1K9fXzJ6UnJycpZPuLNzbx85ciSOHDkiXgs9PT3RrVu3LPtVapKrqyv+/PNPsZYxMTERa9askdRa5M+fH4mJiTl6MKqnp4cZM2ZIHvTevXtXqcCcqk+fPioLz46Ojpg3b55SJ/D0nbvTcnd3x6VLl8TfJTIyUvI+q7Rq1KiRK83UsjrOatSoga5du0rKCJndE7W0tNQeQTO7WIPx/2xsbLB+/XpJIS0ztWvXxvbt23P8RltVtLS0MH/+/EyrrKtXry7pLHfnzp0c/70+ffpgzJgxWRY8Bw8enOlQm6q4u7vD3d09y2EZGzRogH379n2TDt7p2djYSKpe7969qzS+uiZoal80adJE6Wl1+kJw+s7JQNajR30LU6dOxZIlS9S+6TVu3BgHDx5U2beiWrVq2Llzp9rNFC0tLbF169ZsDYFarlw5pXhr1Kih9oAH6ihTpkyWDyuaN28u+Zz+vFdVYE07/Kuqfi9yuVzphYiaVrlyZcyePVtlYdDc3BybN29WGn2mRo0aGT7VTk0uypYtm2Wzi0qVKql8t1Hq/ilYsKDkpaiqmJubY8uWLZKmW/r6+ti6dWumL9VKVbx4cWzdujVXrnUlS5bE/v37s3wBrIGBARYuXKj03h1Nq1atGvbu3ZtlvzZjY2Ns3Lgxw5qItDIqsGVWiPua3zS7mjRpovK69vbtWxQsWBAzZszItGNvkyZNJPfi7NzbTU1NJefJly9fJM1jvgV9fX1s2rRJZUd5AwMDrFq1StI/IbsP8lLf4ZBVH4cOHTpIXhycXr58+ZRGF8zqQUupUqWwdevWLGu6qlatig0bNuTKA72sjjMAmDFjhlqvHciXLx8WLVqEOnXqaDTGVKzBSMPGxkYc1vL8+fMIDQ1FdHQ0EhMTUahQIZiamqJ27dqwsbFB69atNfqEO63UQtWmTZtw5coVREdHi29xdHJyQo8ePTBnzhyxfeO9e/fw5MmTbBWa0ho+fDhsbW3h5eWFwMBAvH37FnK5HEWKFEG9evXg6uqa46e1WlpaGDhwIJycnHDkyBFcuHABYWFh+Pz5M0xMTMR2kt+78Ovu7i6pYl65ciUcHR012lFLU/tCX18fTZs2lbyQKn2CUatWLeTPn198mqWvr680xPL30qFDBzg5OeH48eMICAjAnTt3EBkZifj4eBQqVAjFixdHgwYN4ODgoNaFr2bNmvD19YWfnx/Onj2Le/fuISIiAgkJCTA0NEThwoVRo0YNWFtbo02bNjm66Dds2FDSjEjd/hfZMWzYMFSqVAm7du3CnTt3EBcXByMjI1StWhXdunWDvb097O3txaZSp06dgru7u9hHy9bWFitWrMC2bdvw8OFDaGtro2TJkpI3ShcvXhy7du2Ch4cHrl+/jsTERBQpUgR169bNtetZWl27dkWNGjWwZcsWXL58GZ8+fYK5uTkcHBwwcOBAlR1tJ06ciOrVq2Pfvn3isJ7lypVD27Zt4erqmuXQ1jKZDFu2bMHKlSvh7++Pjx8/ivs2bWHIwsICR48exaFDh+Dn54cHDx7gw4cP0NPTg6WlJezs7NCrV68MkzQzMzN4eXnhxIkTOHnyJO7evYvIyEgIgoBChQqhQoUKaNmyJbp06ZJrL7YCUhLiffv24fz58/D19cW9e/cQHh4OXV1dlC5dGtbW1ujVq5faD9O+Vs2aNXH06FH4+fnh+PHjePDgAd6/fw8DAwOUL18eLVu2RM+ePdUq3Hfs2BEeHh7i0++aNWtm2aT2a37T7DAwMMDu3buxYsUKXL58GbGxsTAxMUGtWrXE/ha//vqrWEi9fv26ONhHxYoV0aFDB3Tq1An9+/cXh5r9559/8OnTJ7WT0f79+2Pfvn1i89LDhw+jT58+2R7a/muULl0aR44cwdatW3H69Gm8efMGBQsWRKNGjTB8+HClZC8ngwh07twZjRo1wh9//IF//vkHb968wZcvX1C4cGHUrFkTLi4usLGxyXI9Xbt2lQw+0rp16yyHIq5RowZOnjwJLy8vnDt3Dk+fPsXHjx+RP39+VKpUCW3atEHXrl01MtxsRtQ5zvT09LBw4UJ07twZhw4dwvXr18VyXYECBVC6dGk0btwY3bt3VxocQpNkwte+oYiIiIiIfmqZvVQurerVq4tJYq1atXDgwIHcDo2+A9ZgEBEREdFXGTJkCO7cuYMSJUqgRIkSaNq0qVLT6nv37kn6X+RGR2j6MTDBICIiIqKvYmFhgX///RefPn1CaGgoAgMDoa2tjTp16iApKQkPHjyQvEQYQIbvaqH/BjaRIiIiIqKvcvv2bXTr1g0KhUKt5UuWLIlTp05pdKh/+nFwFCkiIiIi+io1atTAjBkz1BpIo1ixYli7di2Ti/8w1mAQERERkUY8fvwYf/75J65du4YXL14gNjYWMpkMhQoVwi+//AIbGxt07dr1q4YFph8fEwwiIiIiItIYNpEiIiIiIiKNYYJBREREREQawwSDiIiIiIg0hgkGERERERFpDBMMIiIiIiLSGCYYRERERESkMUwwiIiIiIhIY5hgEBERERGRxjDB+EG9fv36e4dA9FU+ffqEmJiY7x0GUZ7C8+bHoKl7cHx8PKKiojSyLqK8ROd7B5BbgoKCsHv3boSEhEAmk8HS0hLdu3eHtbW1uEyXLl0QFRUFbW1tKBQKFChQALa2thg+fDh0dFJ2zb1797Bp0yaEhIRAEASUK1cOvXv3RrNmzTL8u8HBwRg9ejQMDAwAAAqFAsWKFUPbtm3Rs2dPaGllndMdOnQIN27cwNy5c796PygUCnTr1g0GBgbYvXu3ZN78+fNx9uxZcVu1tLRQsWJFDBo0CDVr1gQAvHnzBl27dhW3Jy0vLy+YmJhAoVDA29sbvr6+ePPmDfLly4eGDRtiyJAhMDU1Vfpe+n0kCAJKliyJIUOGoGnTpl+9zVk5dOgQLly4gDVr1nzVerp06QI3N7dvErMq27Ztw86dO6GnpwcgZV/q6Oigdu3acHd3z3D/Z2XAgAHo3Lkz2rRp81Wx9ejRA6tXr4ahoWGOvr9t2zY8efIE8+bNy/Z37ezssGXLFpQtW1ZpXmbb16xZM+jr6yudp82bN8f06dOzHUduCwsLQ48ePdCxY0eMGzdOMi/t9U0QBOTLlw/16tXD8OHDYWZmBgA4ceIEFi1aBH19fcl3S5cuDU9PTwBATEwMduzYAX9/f3z8+BGFCxeGg4MD+vTpI1470kp7TAqCAG1tbVSuXBnjx49H6dKlsXfvXly4cAFbtmwRv7Nr1y5s3rwZixcvFs+nxMREODo6YuXKleL1SJXz58/Dy8sLjx8/hq6uLqpUqYI+ffqgVq1a4jJpf1tBEFCoUCH8+uuv6NOnj7jMpUuXsH37djx9+hQymQyVK1fGgAEDVP799PtPJpMhf/78aNmyJYYPHw5dXd1M486IuudNcHAwpk+fjuPHj6u1Xl9fXyxatAhz5sxBq1atxOnpr/EKhQKFCxdGq1atMHDgQPHakv5+kapdu3YYM2YMAODFixfw9PREcHAw5HI5zM3N0bNnT9ja2mYY06hRo3Dnzh1xndra2qhZsyaGDh2K8uXLq7VdueHBgwdwd3fH0aNHs/3dx48f47fffkNAQAAAYMSIEejfv7/a94ktW7Zg586d2Lx5M6pWrSpOV7dskX6fphowYAC6d+8OALh79y527dqFu3fvIikpCeXKlUP//v1Rv359lXE9ePAAnp6euHnzJgRBQKlSpdCpUye0bdtW/Z2TA9m9z166dAnr1q3D7t270aVLF0yfPl1yHcjI19xrYmJiMGHCBHh4eChdR3NCoVBg2rRpsLKyQufOncXpZ8+exebNmxEdHY06depg8uTJMDExAZDy2yxduhRPnz5FqVKlMGHCBFSvXl1pvWPHjkXFihUxcuRIAEDv3r3x9u1bcZnk5GTI5XIcOXIERYoUwc2bN+Hh4YGXL1+iRIkSGD16NKysrBATE4NJkyZh5cqV4vUhQ8J/kJ+fn+Do6CgcO3ZM+Pz5syCXy4ULFy4I7dq1E7y8vMTlOnfuLAQEBIif3759K7i4uAj79+8XBEEQPn/+LDg4OAjHjx8X5HK5kJiYKFy4cEFo1aqVcPfu3Qz/9rVr14Q2bdqInxUKhXDv3j3BxcVFWLdunVrxe3p6CtOmTcvJpiv5999/hREjRgguLi7C1atXJfPmzZsnrFmzRvwcHx8vHDp0SGjdurUQEhIiCIIgvH79WmjatKkQGxur8m/Mnj1bGDx4sBAaGiooFAohKipKmD17ttCzZ08hISFBafmM9tHZs2eFli1bCu/fv//aTc7SwYMHhZEjR371etIfP99DRsfK+/fvhaFDhwrTp0/P0Tr79+8vHD9+/Ktja9q0qfDo0aMcf1+T50FamW3f18b8ra1bt06YP3++YG9vL3z+/FkyL/3xGR0dLSxYsEDo1q2b8OXLF0EQBOH48eNC//79Va4/JiZGcHV1FebPny+Eh4cLgiAIT548Efr27SvMnz8/w++k/93kcrmwYsUKoU+fPoIgCMLDhw8FGxsbyTVl6NChwqBBg4SlS5eK065fvy44ODgISUlJme6DPXv2CB06dBDOnz8vxMXFCfHx8YKPj4/g4OAgnD9/Xlwu/W/76NEjoW3btsKFCxcEQRCEFy9eCLa2tsLFixeFpKQkQS6Xi9fD1G1PL6P99+7dO6Fnz57Chg0bMo1bFXWPwfTX0awMGjRIWLhwoTB8+HDJ9Iyu8c+ePRMGDRokuYakv1+k9/DhQ8HBwUHYt2+fEBMTIyQnJwuXLl0SHB0dVZ5vI0eOFA4ePCh+jomJETZv3iy0adNG5T7/FrK7b9N69OiR0LRpU/Fzdu4TSUlJwq+//iosWLBAmDt3bqYxqSpbpN+n6QUGBgoODg7CiRMnhISEBCExMVE4deqUYGtrq1RGSBUcHCzY29sLe/bsEaKjo4WkpCQhKChIcHFxEVatWqXWtuXUt7jPfs29ZvHixcKJEyc0Esfbt2+FCRMmCE2bNpX8ho8ePRLs7e2FO3fuCPHx8cLChQuFqVOnCoIgCAkJCcKvv/4qeHt7C3K5XPD19RU6dOggyOVyybr37NkjWFtbqzyHk5OThVGjRgmbNm0SBCGlHJF6DVUoFMKZM2cEBwcHIT4+XhAEQThw4IC4rCr/uRqMhIQErFy5EhMnTkTLli3F6TY2NjA0NMSECRNga2srZn5pmZmZoVGjRnj48CGAlKcxCQkJaN26tfgkysbGBv369UNsbKxa8chkMlSpUgWTJk3CuHHj0KtXLxQqVAhBQUHYunUrwsLCkJiYiAYNGmDatGm4dOkSdu/eDYVCgUGDBmHLli0ql82XLx927dqFmzdvYvny5Rn+/WPHjqF58+aIj4+Ht7c3rKysVMaqr6+PTp06ISQkBLt27cL8+fOz3L4bN27g77//xoEDB8R9WrhwYUyePBnz5s1DWFhYlk+iZDIZWrdujSVLluDZs2coUqQI5s+fj4SEBNy9exeGhobYvn07Dh06BB8fH4SHh0NPTw8dO3ZE//79AaQ8nRwzZgz279+PL1++oHHjxpgyZQp0dXXx6dMnLFq0CNeuXUOxYsVQo0YNyd/39/fH1q1b8f79e1SqVAkTJkyAhYUF3rx5g379+qF3797w8vKCIAiws7PD6NGjxe9eu3YN69atw+fPn9GyZUuMGDEC+vr6mD9/PoyMjMQnBRcvXsTKlStx8OBBnDhxAr6+vkhKSsKrV6+wadMmREZGYsWKFQgPD0edOnUAABUqVBC3LzuKFCmCli1bwsfHB0DKkwtPT0+cP38eERERMDQ0RJ8+ffDrr78CSKnt8/DwwNu3b9GyZUskJiaK60pISMD69evh7+8PALC1tcWQIUOgq6uLbdu2ISwsDDExMbh+/TrMzMwwevRoNGjQAAMGDAAADB48GDNnzkSlSpUwf/58PHjwAEZGRrCxscGwYcMgk8nw+PFjrFy5Eg8ePICxsTEGDhwIe3t7ACnNRX7//Xdcu3YNRkZGGD9+vPiU7caNG1i7di3CwsJQunRpjB07Vnzi16xZM+zcuROWlpaZbl92hYeHq9wOLy8veHl5IT4+HuXKlcOoUaNQuXJlAMDhw4fh5eWFT58+oVatWpgwYQJMTU0RHBwMDw8PWFlZ4cSJE8iXLx+6dOkCV1fXLGNJTEzEyZMnsWLFCrx//x4nT55E165dVS5vbGyMiRMnwtXVFcePH0eXLl2y/BsHDhyAvr4+pk6dKk4rV64cfv/9d+zcuRNyuTzzJ1gAdHV10bZtW3h7eyMpKQmWlpYwMjLC3bt3Ub9+fXz+/BmPHj3CggULsHDhQvF7wcHBaNCgAbS1tVWu+927d9i6dSvWr1+PKlWqiNPbtWsHLS0tLF++HE2bNs2wJsHS0hLVq1fHw4cPYWNjI/6mjRs3hkwmg7a2Njp16oQ3b94gOjoaxYoVy3J/AUDRokXRpEkTPHnyBAAQFRWF1atX4+rVq9DX14etra1YM5D+Opf6FDr1vGnYsCHWrl2Lq1evIiIiAkWKFMHw4cPRvHlztWJJ9fjxY7x69QorVqxAly5d8OjRI/zyyy8qly9TpgxmzZqF7t274/Hjx7C0tMzyb6xevRrt2rUTn5IDQMOGDTF27FiEhYWpFWeBAgUwaNAg3L59GwcOHMDIkSORkJCgch8EBwdj+fLlKFGiBO7evYv58+djwYIFcHFxwaFDhxAREQEHBwc0a9YMHh4eiI6ORtu2bcVreEbnbLFixTBhwgTI5XLY2dnh4MGDiI2NhYeHBx4+fIgPHz6gYsWKmDJlCsqUKQOFQoEtW7bg6NGj0NPTk9SMTpkyBeHh4Zg+fTqGDRuW6fkJAP/++y+MjIzQv39/uLq6YsSIEShcuHCGy6oqW2RGEASsWrUKgwYNgpOTkzjdwcEBUVFRePHiRYZlhOXLl+O3335Dz549xWn16tXD0qVL0bt3b7Rp0wYVKlTAmTNn4OnpiQ8fPqBUqVIYPHgwGjRogBMnTuDcuXMwNjZGQEAAjI2N0a9fPzg6OgJIeTq/b98+vHr1CjKZDK1atcKECRMgk8kAZH6fTXv+jBo1CjNnzpTU6rVt2xZz585F3bp1M73XpHr8+DHGjh2L4cOHS/ZRRsLDw/HPP//Azc0NADK9J/r5+WHp0qVK66hZsyaWL1+OxMRE9OvXD87Ozvj8+bNkmdOnT8Pa2hrVqlUDAAwbNgzt27dHVFQUQkNDIZPJ0LFjR3F7vby8cPHiRbRo0ULcppMnT2Z63Ug9zlPv3adOnUKDBg3Eddja2sLCwkL8TZycnNC9e3f07NlTZW3rf64Pxu3btxEfH59hE6Z69erB1NQUly5dyvC7r169wuXLl9G4cWMAwC+//IISJUpg8ODB2LNnD27fvg25XI5evXplWpWYkTp16kBLSwt3795FXFwcpk2bhl69esHX1xe7d+/G/fv3cfbsWbRo0QK9e/eGtbU1tmzZkumyANCnTx+VyUVERASCgoJgb2+Ptm3b4tKlSwgPD88y1oYNG+LWrVtqbdfly5dRo0YNpYRNT08Pc+bMUauaW6FQ4OzZs9DX1xcLZABw8+ZNbNq0CevWrcOdO3fEpOf06dOYN28etm/fLrlxXbt2TWxqceXKFbFQnHpSHzlyBHPnzsW///4rfufevXtYuHAh3N3d4ePjg6ZNm8Ld3V0shMbExOD169c4ePAgFi5ciMOHD+POnTvi969evYqVK1di586duHfvHnbu3KnWfrt9+zYGDx4MLy8vFCpUCJMmTULXrl3h6+sLGxsb/PPPP2qtJyNhYWE4fvw46tWrBwDw8/ODv78/1qxZg9OnT2Po0KFYvXo1vnz5gqioKEydOhW//fYbTpw4gUqVKokFIwBYt24dXrx4gZ07d2L79u0IDQ3Frl27xPnnz59Ht27dcOLECTRq1AgrV64EALF5zebNm9G8eXNs3rwZ5cuXx4kTJ7BmzRqcPXsW165dQ2JiIiZOnIh69erh+PHjmD17NpYuXYrnz58DAG7dugUnJyccP34cLVq0EI/18PBwTJo0CX369IGvry+6d+8Od3d3fPr0SbIvstq+7FK1HWFhYWJBN3XfpzbB++uvv7B7924sWLAAR44cgbm5OWbOnCmu8/HjxyhYsCB8fHwwduxYbNq0Ce/evcsyln/++QdFixZFhQoV0KFDB3h7e0MQhEy/o62tDSsrq2yd3zY2NkrTLS0tMWfOnCyTCwCQy+U4fvw4GjZsCB0dHchkMlhZWeHGjRvi36hZsybq1q2LuLg4PH78GABw/fp1NGzYMNN1X7lyBcWKFZMkF6lsbW0RExOD27dvZ/jdhw8f4v79+2jUqBGAlGt0QkIChg0bhj///BMhISFISkrCiBEjUKlSpSy3E0i5lj1+/Bh///23+KBg6tSpkMlkOHDgADZt2oTr16+L5wcgvc5t374dwP/Om3379uH58+fYunUrTp8+jTZt2mDVqlVqxZLW0aNH4ejoCENDQzg4OODQoUNZfqdkyZKwsLBQ61iRy+W4fv16hseKg4ODWGhRV9p7UFb74Pnz52jVqhUOHz4sNmX766+/sGXLFnh6esLX1xf79u3D1q1bsW7dOnh7e+PJkycqz1kTExMsW7YMRkZGOHPmDIyMjLB48WKUKVMGBw4cwPHjx2FsbCxeBw8fPozz589j27Zt2L17N+7evSvGtnDhQpiZmWHu3LlZJhdAygPBtm3bwszMDPXq1cOxY8ey/E7askVWwsLCEBYWluHv1KNHD3Tq1CnD7zx79gytW7dWmmdhYYHq1avjn3/+QXx8PBYsWIBZs2bh1KlT6NSpExYvXixeky5fvgwrKyvx4cbKlSshl8vx5s0bLF68GOPHj8epU6ewfv168bqaKrP7bNrzJ7Mm6FndawDg5cuXGD9+PIYNG5ZlcgGkFMIbNmwoeYCh6p5ob2+PM2fOKP1Lvadpa2tj9+7dGDZsmNIDkRcvXkia+xoZGcHQ0BAvXrzAixcvUK5cOcnypUuXxtOnTwGknJtz587FxIkTM2zqDgCfP3/Gtm3b4ObmJj7QefDgAYoUKYIpU6agTZs2GDp0KJKTk8VrvqGhIapWrYpz586p3D//uQQjOjoahQoVUtn21dTUVNLhatasWXB0dISdnR1cXFyQP39+1K1bF0BKIXnz5s1o2bIl/P39MXLkSLRt2xbLly9HQkJCtmMrWLAgYmNjoaenB09PTzRr1gwxMTGIiIiAkZER3r9/r/Sd7Cyb3okTJ9C4cWMYGxvD1NQUzZo1w+HDh7P8XqFChZRqaDp16gRHR0fxX+qF7+PHjzA2NlZvB6Tx6dMncV2tW7fGrFmz0L59e0kmXLduXRQpUgSGhoaoWLEiPD09YWFhgaioKCQmJkJfXx8RERHi8l27dkWBAgXEi97Lly8hl8sREBCAAQMGwMDAAGXLlhUzfQA4fvw4HB0dUbNmTejq6qJbt25ITk7G9evXxWVcXV2hp6eH6tWro3Tp0nj58qU477fffoOZmRlMTEzQp0+fTE+2tExNTWFlZQVDQ0NcvHgRxYsXR7t27aCjowNHR0el9pOZuXjxIhwdHWFra4sWLVpgwoQJsLGxwfDhwwFAfHpnYmKC9+/fQ09PD3K5HJ8/f0ZgYCBKlSoFW1tb6OrqonPnzihVqhSAlKddx48fx7Bhw2BkZITChQujf//+Ys0IAFSrVg1WVlbQ1dWFvb29yieVhoaGuHHjBi5cuID8+fPj4MGDYkE3Pj4ev/32m9h2fv369WLfkVq1aqFp06bQ0tJCy5Yt8ebNGwDAmTNnUKdOHTRv3hw6Ojpo1aoVLC0tcf78ecnfzWz7VBk+fLjkWHd0dBTbU6vaDgMDAyQlJeHYsWN49OgR+vbti3Xr1gFIOcZcXFxQvnx56OnpYciQIbh37554HGlra8PV1RU6OjqwsbGBgYGBWh1MfXx80L59e/E3jouLw5UrV7L8Xvrz+9GjR0rb++zZMwA5P79Tj8nU4/LYsWOS9sQNGjTAzZs3AaT8Ro0aNYK2tjbq16+PS5cuQS6X4+7du1kmGFFRUSqf8Orp6aFgwYKS633qb9u6dWv069cPv/zyi/h03sTEBNu3b0etWrXg4+ODQYMGwdnZGVu2bIFCoVAZQ9r95+TkhGnTpqFly5bo1q0bwsLCcOfOHYwZMwYFChRA0aJFMXDgQJw8eVL8ftrrXHqdOnXC3LlzYWBggHfv3iF//vxqXfvTSkhIgJ+fn3isdOjQAWfOnFF6SpqR1HtWKm9vb8lx4uLiAiDlei4IQo6OFVV/N7Wje1b7QCaTwdbWFvny5RP7HTg7O6NgwYIoU6YMTE1N0bZtWxgaGuKXX36BiYkJwsPDMz1n05s6dSoGDBgAhUKBt2/folChQmIMf/31Fzp37ozixYujYMGC2U6mUoWHh+PGjRviU/1ff/0VR48eRVJSklr7K+3vtH79esnvlFpj8/HjRwApBVR1RUdHA0CGrT5Sp0dGRkJbWxv6+vo4duwY7ty5A3t7exw8eFB84m1mZgYnJyfxHhcbG4vo6GgUKVIEu3btQtWqVfHx40d8/vwZhoaGkt84s/tsZudPWlndayIiIjB27Fi0a9dO7f6HN2/eVHq4oe49MT0tLS2VfSbj4uKU+nfo6+sjPj4+w3n58uVDfHw8AGDTpk1o0KBBpv3YvL29Ua1aNUm54+PHj/Dx8UHHjh1x9OhR2NvbY+LEiZLrRuXKlcUHRRn5zzWRKly4MKKjo5GYmJhhkvH27VvJiTJr1iyx81BMTAxWr14NNzc3bN++HTKZDIaGhujbty/69u2LL1++4Nq1a1izZg20tbXRo0cP9OrVS1yXu7s7ihQpkmFcycnJ+Pz5M8zMzKCtrY1///0XXl5eAFJqSuLj4zN8+pidZdNKLRx++PBBvLEkJCRAV1cX/fv3z/TJ48ePH5WaA3h7eyN//vxKy5qamqp8whUVFaXyolSoUCFJNeaDBw8wffp0GBoailXsaU82LS0tsaNp4cKFxZqOtDf+tDc3HR0dCIKAT58+ITExUfK7lChRQvx/eHg4goODcerUKXFaYmIiwsPDYWFhoXK9qVI7ywJAsWLFJAlPZtJuW2RkpGQ9qetSV9OmTTFv3jwkJyfD29sbu3btQpMmTcTfODk5GR4eHrh69SrMzMxQoUIFACn7LjIyEkWLFpWsr3jx4gBSbiwJCQkYNWqUeJMQBAGJiYmQy+UApPsmtTNxRoYNGwZPT09s3rwZs2fPRqNGjTBp0iRER0fD1NRU8uQpNT4g5caZSkdHB8nJyQBSfrfLly+LN2MASEpKUmr+ltn2qbJ+/XqVTUJUbYepqSmWLl2Kffv2ibVSgwYNQps2bRAeHo4tW7aIT6dTvX37Ftra2jA0NJRcq3R0dDIt0AIpI9wEBQXhwYMH2LZtG4CU69ehQ4eyLJR/+PBBcnz98ssvkifqaaV/IJNWZud36jEJpPwuFy9exPTp07FmzRpUqVIF9evXx5IlS5CQkIArV66gb9++AIDGjRvj9OnTqFSpEiwsLFReT1OZmJiorO2Ry+WIjo6WxJj2t42MjMTChQsxa9YsLF68GEBK88Jhw4Zh2LBh+Pz5M/7991+sXr0ahQoVQuXKlTFhwgRxXcuWLQOQ+f778OEDDAwMJOdJ8eLFxYckADIdiCEmJgbLly/HvXv3YG5ujpIlS2Z57U/v3LlziI2NxahRo8RpCQkJ8PHxkTR5ycjHjx8l16ZOnTqJzT7TMjIygo6ODqKjo8XrZtq/lZSUhAIFCqgdc9q/m9U+KFiwoNL9LG0BWktLS1L41NLSgkKhyPScTe/FixeYPHkyIiIixKfFqTGkv8akvb9kx/Hjx5GYmCg2jxQEAdHR0fjnn38kzb3TS1u2SDV8+HBJQp8q9VzIqMlfbGwsdHV1lfZlagL/7t07mJubK63z3bt3KFu2LHR1deHh4YGdO3di/Pjx0NHRkZSR0t8rgJR7kLa2Nnx8fODr64v8+fOjYsWKSE5OVvs+q+5AJlnda+7evYt69erhwoULYhKSlffv3yv9fVX3xLS1FWnVrFkTS5YsyfTv5MuXT7znpkpISED+/PmRL18+pQfe8fHxMDAwQFBQEK5duyYZUCMjJ0+eFB9IptLT00Pjxo3RoEEDACnn/r59+3Dr1i2xzGxiYoLg4GCV6/3PJRg1a9ZEwYIFcebMGaULxeXLl/Hp0yexSjw9Q0NDuLi44LfffkN0dDROnjyJwMBArF27FgCQP39+WFtb49WrVwgICICZmRnOnDkjWYeqnX3jxg1xFKrbt29j27Zt2LJli3gxTtuuP63sLJvW1atXERcXh71794qFQwAYNGgQzp49m2mGfunSJbWbBDRs2BB//PGHUmEjtT3hkCFD1HoaULFiRVhbWyMoKEjShjfV/v378eTJE3h5ecHQ0BCJiYlq1Rak1ma9fftWvOmkfTJiamqKnj17YuDAgeK0ly9fomjRouKTm8ykLXy9fftWLLxqaWlJ2vqnPjnKSLFixSQjOaTGmNEISJnR1tZG165d8fbtW0yePBnbtm2DiYkJNm7cCIVCIbYRDg8PF5+gFilSROlvp168jYyMxL4WqTeWuLg4REZGqtU0Jq1Hjx6JbYrDwsKwePFieHp6wt7eHpGRkVAoFOKF39vbO8vjz9TUFK1bt8bvv/8uTnv9+rVSG+TMti8nVG3HwIEDYWBggOXLl0Mul+P8+fOYN28eGjRoAFNTU/To0UMy2sqzZ89gbm6usvlOVnx8fNCsWTNJgTc8PBxDhw7Fq1evMiwIACk39KCgoCwLlqkaNmwo3nDTXkceP36Mvn37Yt++fVnWCKXWzOzatQvBwcGoUqUKTExMYGFhAV9fX7HWMfXvrVixAsHBwSqv02k1btwYy5cvx7Vr18QmgalOnjwJIyMjpaQzlampKTp27IgZM2YAAFasWIEvX76Ix1TBggXh4OCAe/fu4eHDh3BxcVG63r969SrT+MzMzBAXF4cPHz6IBY/U41SdAszSpUtRtmxZLF68GDo6Orhx4wb++uuvLL+X1rFjxzB06FBJMv7XX3/hzz//zPBam+rVq1cICwtT616gq6uLunXrwt/fX+lJ6bFjx3DgwAF4eXmpNYoikHKvTn2amtU+SHtcZkd0dLTKczatxMRETJs2DVOmTBEL+tu3bxfv9UWLFpVcY7JbwwSknJe+vr74/fffxaZ1QErzMG9v70wTjLRli6ykNnvz9/dXarK1bds2hIaGiuWdVKVKlYKlpSVOnTqlVDvz5MkThIaGws3NDTExMfjy5QsWLFiApKQkBAUFYerUqahdu3amMZ07dw5//fUXtm/fLhbWu3XrJllG1X02PW1tbUmNT2JiIr58+QIg5XfK7F7TpEkTzJs3DwMGDMDOnTslZYLMZPUwKJWdnR3s7OzUWja9MmXKSJpyffjwAZ8+fUKZMmUQGxsLb29vyfIvXryAnZ0dzp07h9evX8PZ2RlASlIik8nw4sULMal59uwZoqKixK4BqUqXLq3UnDj1AV/az5md0/+5JlJ6enoYN24cVq9eDV9fX8TExCA+Ph4XLlzAvHnzMGjQIJVP3eLj43Hs2DGUKlUKxsbGsLa2RkhICHbv3o2YmBgkJyfj8ePHOH36NJo0aaJWPIIg4Pbt21i2bBlcXV1haGiI2NhYsToxOTkZJ0+exM2bN8UTQ1dXV6zuzGpZVY4dO4ZWrVqhSJEiMDU1Ff9l1v42Pj4ef/75J/755x/J0I2ZqV69Opo2bYopU6aIbafDw8Mxc+ZMFCpUSDIcYmbCwsIQEBCgsmlQatMyXV1dfPnyBevWrUNiYqLSAZ+enp4eWrVqhU2bNiEmJgYvX76UnIxOTk7w8fFBaGgoBEGAv78/+vTpo1YbeCBleM2IiAhERERg586dYjJVunRpXL58GVFRUYiKisq0LW2TJk3w/v17nDhxAklJSTh//nyOC54AMGTIEOTPn19sp5y677S0tPDx40exGUBSUhKaNGmC8PBwHDlyBElJSfDx8RGbx2hra8POzk7cd3FxcVi6dCkWLFigVhypvxWQsp82bNgAuVwOExMTaGlpwcjICFWrVkXBggWxd+9eJCUl4d69e9i8eXOWTztbt26NgIAABAUFQRAE3Lp1C3379kVISIhkucy2LydUbUd4eDjGjRuH0NBQ6OnpwcjICHp6esiXLx8cHR2xf/9+hIWFQaFQ4ODBgxgyZIhYhZ1dSUlJOHHiBBwdHSXndtWqVVG1alWVzSCjoqKwaNEi6OrqSgqbmencuTNiY2OxaNEiREREQBAEhISEYNasWXBycsoyuUgVFBSEp0+fSs7vBg0aYP/+/ZIaFxMTE5QpU0Zs25wVU1NTDBkyBHPmzIG/vz/i4+MRExMDHx8frF+/Hm5ubioL8jExMTh+/LgYk42NDS5cuAAfHx/Ex8cjMTERd+7cQUBAQI6Hoi5atCjq1asHDw8PfPnyBe/fv4enp2emBY20582XL1+gr68PbW1thIeHY+vWrQCg9kAFT548QUhICNq0aSM5VpycnBAREYHAwMAMv/f48WPMmTMHDg4OKF26tFp/a8iQIfD19cWBAwfw5csXJCYmigNo9OvXT63kIiYmBps2bcKLFy/EQQi+dh+oktk5m9qMNDExEYmJiUhISEC+fPkAAHfu3MHRo0fFv+/g4IADBw7gxYsXiImJUarNSvt7qhIYGIiEhATY2NhIfqcOHTrg+vXr4r01rYzKFuoYOXIkPD09cerUKcjlcnFY0sOHD4s1ielNmDABBw4cwN69e/Hx40ckJiaKCUT79u1RqVIlxMfHY/z48bh8+TJ0dHTE2sesmmOllnFS9/nevXvx+vVrSRlH1X02PXNzc8TFxcHf3x9JSUnifQVAlvcaXV1d6OrqYsKECdi7d2+G+zw9MzMzREZGZrnc17Kzs4O/vz9u3boFuVyOTZs2oVGjRjAyMkK9evUgl8tx8OBBJCYm4vjx44iOjkaDBg0wadIk+Pn54dSpUzh16hRsbW3RqVMnSY3JvXv3ULFiRaXrpIODA27cuIHz58+L9y25XC5JgCMjIzNtbfGfq8EAgFatWqFw4cLYvXs31q5dC0EQ8Msvv4ht09OaPn06tLW1IZPJoKWlhWrVqmHRokXQ0tJC6dKlsXr1anh6emLfvn2Qy+UoWrQoOnToILY9zcjHjx/FG4i2tjbMzMzQpUsXscqyQYMGaNmyJfr06SOOEe/k5CQWfJo0aYJDhw6hR48e2Lt3b6bLZjSKVFRUFC5evJjhex6cnJywe/dusaPyoUOHxLG+8+XLh8qVK8PDw0OtUUPS7sPdu3dj2rRpiIqKQv78+dG4cWNMmDBBvChnto9Sx463s7ND7969M1zexcUFc+bMgbOzMwwMDNC0aVPUqFEDz549y7LD/bhx47Bs2TJ07twZhQsXRrNmzcTMvHbt2hg1ahTmzZuH8PBwmJmZYfbs2ShdurTY3j8z9erVw6BBg5CcnIw2bdqIx0X79u1x+/Zt9OzZE4ULF0bHjh1x4MCBDNdhaGiIuXPnYsWKFfDw8ED9+vVRpUoVsT1xViOFpaenp4fJkydjxIgR+PvvvzFo0CDMmzcPbdq0ETt5lipVCs+fP0ezZs2wZMkSrFixAmvXroWVlZXkCeSYMWOwceNG9OrVC/Hx8ahVqxbmzJmjVhxt2rTB2LFjMX78eIwfPx5LliyR9Bno3bs3dHV1sXjxYqxYsQJ79+6FsbExpkyZkmXtjYWFBebOnYsNGzYgLCwMxsbGGDlypNIIKMbGxpluX0YGDx6sVBgqUqQI9u3bp3I7DAwMMGTIEPz++++Ijo5G8eLFMWfOHBgaGsLR0RGfP3/GhAkTEB0djdKlS2Pp0qWS5l+qjB8/HrVq1ZIk/BcvXkRCQoLSEycAcHR0xKZNm8Snb2mvb4aGhqhfvz7WrFmj8rxML3/+/Fi/fr24ztjYWLGAmtlIV//884/k/E4dmSftePQNGjTAH3/8obQdjRs3xoEDB8Sah/DwcPTq1Qt79uxRakoIAN27d0eJEiWwf/9+LFiwADKZTLyOp70ZAv/7bWUyGXR0dGBlZSW+36RevXqYN28e9uzZg3Xr1iEpKQmlSpXCoEGDMn2CnJWZM2di1apV4lNZe3t7DB06VOXyac+bUaNGYcmSJfD29oaxsTE6dOiA0NBQvHjxQul7dnZ2WLZsmWQfHzt2DPXq1VPqp2JoaAhra2scOnQI7u7uAFL6ZgApta8mJiawt7dXeT3OSKVKlbBq1Sp4enpi165dSExMhIWFBSZNmpTpg6a1a9di48aN4n2gZs2aWLdunVhAzc4+yI7KlSurPGctLS1Rrlw5tG3bFtu2bcOECROwePFixMXFwdzcHO3bt8fhw4eRlJSEtm3bIiIiAiNGjIAgCPj1119x+fJl8e84OTlh8eLFePXqFZycnDI8ln18fNCiRQulQl5qf8JDhw7B1tY2y7KFOpo2bYrZs2djz5498PDwEMtHS5YsUTnKZI0aNbBu3Tps27ZNLAtZWFjA1dVVfDpepEgRTJ8+HatXr8a7d+9gbGyM8ePHw8LCItMHZk5OTrh27Rq6dOkCPT09sW9d2if2qu6z6aU2cfTw8MDixYvh7OwsDjSj7r2mZs2acHR0xOLFi7Fhw4ZMR7GrV68e7ty5o1YH/q9RoUIFTJw4EQsWLEB0dDRq1qyJKVOmAEi53y9fvhxLly7F5s2bYW5ujoULF6rs0J3emzdvMnzoXrFiRXEfLFy4EBYWFli8eLGkqfy9e/fg4OCgct0yIbsNOolIo6KjoxEeHi4ZQWvw4MFo27YtOnTogKSkJMydOxezZ8/+jlHS93D//n0EBwerNWztf9mKFSvQt29flbXPBOzduxd16tSRvJyNfjw8lv873r17hwEDBuDgwYMaecleXvLx40f06tUL+/bt+3mGqSXKaxITEzFq1CiEhoYCSBkL/dGjR2Kb8n/++eer36pNedOlS5dUvgX5Z5Ha+ZQFMtUEQcDbt2/V7jtH3weP5f+WYsWKoXnz5kp9s34Gvr6+SiN/pscaDKIfQOoLiiIjI1G8eHEMHDgww7HKiYiI6MeQ2vx19erVP00tRkxMDCZMmAAPD49Mt5kJBhERERERaQybSBERERERkcYwwSAiIiIiIo1hgkFERERERBrDBIOIiIiIiDSGCQYREREREWkMEwwiIiIiItIYJhhERERERKQxTDCIiIiIiEhjmGAQEREREZHGMMEgIiIiIiKNYYJBREREREQawwSDiIiIiIg0hgkGERERERFpDBMMIiIiIiLSGCYYRERERESkMUwwiIiIiIhIY5hgEBERERGRxjDBICIiIiIijWGCQUREREREGsMEg4iIiIiINIYJBhERERERaQwTDCIiIiIi0hgmGEREREREpDFMMIiIiIiISGOYYBARERERkcYwwSAiIiIiIo1hgkFERERERBrDBIOIiIiIiDSGCQYREREREWkMEwwiIiIiItIYJhhERERERKQxTDCIiIiIiEhjmGAQEREREZHGMMEgIiIiIiKNYYJBREREREQawwSDiIiIiIg0hgkGERERERFpzA+TYNy/fx/VqlXD27dvJdMDAgLQuXNn1KpVC61atcK2bduUvnv79m307t0bderUQbNmzbBixQokJiZKllm+fDkaNmwIOzs7nD17VjIvPj4ezZs3h7+/v+Y3jIiIiIjoJ/JDJBhPnjzBkCFDkJSUJJkeHByMoUOHonz58lizZg2cnZ2xZMkSeHp6iss8f/4cffv2hb6+PlatWoX+/ftj+/btWLhwobjMX3/9hV27dmHGjBlo37493N3dERkZKc7ftWsXypQpAxsbm9zfWCIiIiKi/zCd7/nHk5KS4OXlheXLl0NXV1dp/urVq1G1alUsXboUANC8eXMkJSVh48aN6N27N/T09LB582YULFgQ69evh56eHmxsbJAvXz7MmzcPQ4YMgZmZGQIDA9G4cWO0bdsWgiBg165duHXrFlq2bImPHz9i69at2Lp167fefCIiIiKi/5zvWoNx7do1LFu2DP3798eECRMk8xISEhAUFAR7e3vJdAcHB3z69AnBwcEAgIsXL6Jly5bQ09MTl3F0dERycjICAgIAADKZDPny5RP/r62tjeTkZADAxo0b0bhxY9SsWTPXtpOIiIiI6GfxXRMMS0tLnD17FiNHjoS2trZk3suXL5GYmIhy5cpJppcpUwYA8PTpU8TFxeHNmzdKy5iYmMDQ0BBPnz4FANSuXRtXrlzBixcvcOHCBcTGxqJGjRp48+YNvLy84ObmlotbSURERET08/iuTaSKFCmict7nz58BAIaGhpLpBQoUAADExMSoXCZ1uZiYGAApNRoBAQFwdHREvnz5MHv2bJiZmWHy5Mn49ddfUbx4cfz++++4evUqatWqhWnTpsHIyChH2yQIQo6+R0RERESkLplM9r1DUOm7JhiZSS2oq9p5WlpamS4jCAK0tLTEZRcsWICZM2dCV1cXWlpaePDgAc6ePYvTp0/Dw8MDT58+xfr167FmzRrMmTMHy5cvz2HcQGRkTI6+S0RERESUFVNTQ/zA+cWPMYpURgoWLAgAYi1EqtTPBQsWFGsu0i8DAF++fBHXkUpfX19MOpYvX46+ffvC1NQUp06dQs+ePWFpaYl+/frh1KlTYh8NIiIiIiJS3w+bYJQuXRra2tp48eKFZHrq53LlyqFAgQIwMzPD8+fPJctERkYiJiZGqW9GqqCgINy5cwf9+vUDAERERMDY2BgAYGRkhKSkJERHR2t4i4iIiIiI/vt+2ARDX18fVlZW8PPzk/RrOH36NAoWLIjq1asDAJo2bYrz589DLpdLltHW1kaDBg0yXPeyZcswfPhwsT9HkSJF8P79ewDAu3fvoK2tLSYcRERERESkvh+2DwYADBs2DP369YObmxs6duyI69evw9PTE+PHj4eBgQEAYODAgTh+/DgGDx6M3377Dc+ePcOKFSvQrVs3lCxZUmmdfn5+iI6OhouLizitZcuW8PT0hImJCTw9PdGyZUvo6PzQu4aIiIiI6If0w9ZgAEDjxo2xZs0aPH78GCNGjICPjw8mTpyIQYMGictYWlpi27Zt+PLlC0aPHo3t27ejX79+mDZtmtL6kpOTsXLlSowdO1aSQIwdOxalS5eGm5sbdHR0MHPmzG+yfURERERE/zUygeOqapRCIXAUKSIiIiLKNaamhtDS+nGHkfqhazCIiIiIiChvYYJBREREREQawwSDiIiIiIg0hgkGERERERFpDBMMIiIiIiLSGCYYRERERESkMUwwiIiIiIhIY1S+rnrKlClfvXKZTIYFCxZ89XqIiIiIiChvUPmivcqVK3/9ymUy3L9//6vXk5fwRXtERERElJt+9BftqazBAIClS5fC2dk5Rys+evQoJk+enKPvEhERERFR3qSyD0aRIkWQL1++HK/YwMAApqamOf4+ERERERHlPSqbSFHOsIkUEREREeWmPN1EKjNPnz7FqVOn8O7dO5iZmcHBwQHlypXTZGxERERERJTH5KgG48yZMxg7diwsLCxgbGyM169fIyoqCitXroSdnV1uxJlnsAaDiIiIiHLTj16DkaMEw9nZGd27d4erqysAQKFQ4Pfff8e1a9dw+vRpjQeZlzDBICIiIqLc9KMnGCo7eU+bNg2vXr3KcN6nT58kzaG0tLRgYWGBT58+aT5CIiIiIiLKM1T2wYiNjYWTkxN+/fVXDB06FCVLlhTntW3bFm5ubnBwcICJiQlevXqF06dPo2fPnt8kaCIiIiIi+jFl2kTqwYMHWLt2LS5cuICOHTti2LBhKF68OBQKBfbt24dTp04hMjISRYsWhb29PVxcXKCjk+N+4/8JbCJFRERERLnpR28ipVYfjJCQEKxevRoBAQHo3Lkzhg4dCjMzs28RX57DBIOIiIiIctN/IsFIdffuXaxZswaBgYHo2rUrBg8ejGLFiuVmfHkOEwwiIiIiyk15PsF4//493r59i8KFC8Pc3BwymQy3bt3CmjVrcOXKFXTr1g2DBw9G0aJFv1XMPzQmGERERESUm/JsghEeHo6JEyfiypUrEAQBMpkMpUuXxvz582FlZQUAuHHjBtasWYNr167BxcUFgwYNQpEiRb7pBvxomGAQERERUW7KswnGwIED8fbtW0yePBmlSpXChw8fsGPHDgQGBuL8+fPInz+/uOy1a9fg4eGBW7du4caNG98q9h8SEwwi+hEVKKAPHR2VI5OTCklJCsTGJnzvMIiIJPJsglGnTh24u7tLhp59+fIl7Ozs8Oeff6JGjRpK37l69Srq16+fe9HmAUwwiOhHZGRkgLikZNx9GfW9Q8kzqlmYwEBHGx8/xn3vUIiIJH70BEPlmLLlypXDvn37ULZsWZibm+Pz58/Yvn07ChQoIHnJXlo/e3JBRPQju/syCp2Wn/reYeQZ3uMdYVWO/QuJiLJLZYKxbNkyTJ06Ff3794dMJoMgCChZsiRWrlwJQ0PDbxkjERERERHlESoTjPLly2P//v14+/YtwsPDxVGktLW1v2V8/zlsB50zbAdNRERElDeoTDC8vLzQuHFjlC5dGsWLF8/2ip8/f45Lly7BxcXlqwL8r9HR0WI76GxKbQdNRERERD8+lQnGrFmzsGTJEpQuXTpHK7558yZmzZrFBCMDbAedPWwHTURERJR3qEwwBEHAmTNn8Pz58xytODQ0NMdBERERERFR3qQywQAAPz8/+Pn55XjlMtmPO3wWERERERFpnsoE49y5c98yDiIiIiIi+g9QmWCYm5t/yziIiIiIiOg/gOOlEhERERGRxjDBICIiIiIijWGCQUREREREGsMEg4iIiIiINIYJBhERERERaUy2EoywsDDJezGOHz+Ozp07o1u3bvDx8dF4cERERERElLdk+qK9tIKDg9G/f3+UKFEC9vb2CAkJgbu7OwoVKoRChQph4sSJ0NHRgZOTU27GS0REREREPzC1azDWrl2LIkWKYPXq1QCAgwcPQhAE7N27F6dPn0aTJk2wffv2XAuUiIiIiIh+fGonGLdu3UKvXr1QoUIFAMCFCxdQqVIlWFpaQiaTwc7ODg8fPsy1QImIiIiI6MendoKhUCiQP39+AMDjx48RFhaG5s2bi/MTEhKgp6en+QiJiIiIiCjPUDvBKF++PPz9/QEA+/btg0wmg62tLQAgLi4OR44cwS+//JI7URIRERERUZ6gdifvQYMGYdy4cbCyskJMTAzq16+PmjVr4vbt2xg2bBiio6Oxfv363IyViIiIiIh+cGonGA4ODti+fTtOnjyJ4sWLw9XVFQBQsGBBVK5cGf369UPTpk1zLVAiIiIiIvrxqZ1gvH79GjVr1kSDBg0k08uWLYutW7fi06dPuHr1KurXr6/xIImIiIiIKG9Quw9G69atcfbsWZXz/fz8MHjwYI0ERUREREREeZPKGoxXr17h8OHD4mdBEODn54dnz54pLSsIAv766y/o6+vnSpBERERERJQ3qEwwSpYsCX9/f9y+fRsAIJPJ4OfnBz8/vwyX19LSgpubW+5ESUREREREeYLKBEMmk2H79u34+PEjBEGAra0tpk6ditatWystq62tDWNjY+TLly9XgyUiIiIioh9bpp28DQ0NYWhoCADYtWsXLC0tYWpq+k0CIyIiIiKivEftUaRSR49KSEjAhw8fkJycnOFyJUuW1ExkRERERESU56idYHz48AGzZ8/GmTNnVCYXAHD//n2NBEZERERERHmP2gnGokWLcPLkSVhbW6NKlSrQ09PLzbiIiIiIiCgPUjvB+Ouvv9C1a1fMnTs3N+MhIiIiIqI8TO0X7SUlJaFGjRq5GQsREREREeVxaicY9evXx+XLl3MzFiIiIiIiyuPUbiI1depU9OnTB0uWLIGjoyNMTEygpaWcn3AUKSIiIiKin5faCYazszMUCgW2bduG7du3q1yOo0gREREREf281E4wBg0aBJlMlpuxEBERERFRHqd2gjFq1KjcjIOIiIiIiP4D1E4wUoWGhuLChQt4/fo1+vTpg/z58+PBgwewsbHJjfiIiIiIiCgPyVaCMXfuXPzxxx8QBAEymQyOjo749OkTxowZgxYtWsDDwwP6+vq5FSsREREREf3g1B6mdteuXdi7dy8GDx6MAwcOQBAEAEDjxo3Rt29fXLhwAVu2bMm1QImIiIiI6MendoKxf/9+ODo6ws3NDRYWFuL0QoUKYfLkyWjfvj18fX1zJUgiIiIiIsob1E4wXr58iUaNGqmcb2VlhTdv3mgkKCIiIiIiypvUTjAKFy6Mt2/fqpz/8OFDGBkZaSQoIiIiIiLKm9ROMOzs7PDHH3/g0aNH4rTU92L4+/vDy8sLLVu21HyERERERESUZ6g9itSYMWNw5coVdOrUCRUqVIBMJsPatWuxePFihISEwNzcHGPGjMnNWImIiIiI6Aendg1GoUKFcODAAQwaNAhyuRz6+vq4efMm4uLi0K9fPxw6dAgmJia5GSsREREREf3g1K7BSEhIgIGBAUaNGsW3ehMRERERUYbUrsFo0qQJJk+ejIsXL0KhUORmTERERERElEepXYNhZ2eHc+fO4ejRozA1NUWbNm3Qrl071KxZMzfjIyIiIiKiPETtGoxFixbh33//xdq1a9GwYUMcPHgQLi4usLe3x9q1a/H06dNcC3Lfvn1wcnJC7dq14ezsjGPHjknmBwQEoHPnzqhVqxZatWqFbdu2SebL5XJMnToVVlZWcHZ2RnBwsGT++/fvUbduXTx48CDXtoGIiIiI6GegdoIBALq6umjdujWWL1+OwMBArFy5ElWrVsW2bdvQpk0bdOnSReMBenl5YdasWWjRogXWr1+PJk2awN3dHSdPngQABAcHY+jQoShfvjzWrFkDZ2dnLFmyBJ6enpJ1XLhwAYsXL0adOnUwduxYyOVycf6aNWvg4OCAihUrajx+IiIiIqKfidpNpNLT19dHrVq1EBERgcjISFy9elXyjgxNOXz4MBo2bIhJkyYBSOkLcufOHfzxxx9wcnLC6tWrUbVqVSxduhQA0Lx5cyQlJWHjxo3o3bs39PT0EBgYiDZt2qB169aoX78+vLy88OzZM1SsWBFPnz6Fr68vjh8/rvHYiYiIiIh+NtmqwQCAt2/fYseOHejevTtatWqFhQsXQldXFwsXLkRAQIDGA0xISECBAgUk04yNjfHhwwckJCQgKCgI9vb2kvkODg749OmT2BRKJpNBX18fAKCjk5JTpXZUX7lyJbp3744SJUpoPHYiIiIiop+N2jUYO3bswKlTp3Dz5k0IgoBq1aph0qRJaNu2LYoWLZprAfbp0wfTp0/HyZMnYW1tjYCAAFy4cAFubm54+fIlEhMTUa5cOcl3ypQpAwB4+vQpGjVqhNq1a+Po0aP47bffcPbsWZiYmKBcuXK4desWLl++jLlz52osXpkMMDIyUDlfR0dbY3/rZ6Kjo53pfiWizPHakzO89hDRj0gm+94RZE7tBGPRokUoU6YMhg8fDmdnZ5QtWzYXw/qftm3b4tKlSxg7dqw4rWPHjhg4cCCuX78OADA0NJR8J7XGIyYmBgDQq1cvXLt2Dc2bN4eJiQkWLVoEfX19LF26FIMHD4YgCBg9ejRCQ0NhbW0Nd3d3scaDiIiIiIjUp3aCceDAge8yJO2wYcNw/fp1TJkyBVWrVsXNmzexfv16GBoaok2bNgBSmkBlREsrpQWYgYEBNm7ciLi4OBgYpDyJ8vf3x8uXL9GrVy+4u7tDS0sL69evx4wZM7Bu3TqMGzcuR/EKAvDxY5zK+XwSljNJScmZ7lciyhyvPTnDaw8R/YhMTQ1/6FoMtROM1OQiNDQUFy5cwOvXr9GnTx/kz58fDx48gI2NjcaDCw4ORkBAABYuXIhOnToBABo0aIBChQphxowZ4qhVqTUVqVI/FyxYUDI9NblQKBRYvnw5xowZAy0tLZw7dw579+6FpaUlXF1dsXz58hwnGEREREREP7NsjSI1d+5c/PHHHxAEATKZDI6Ojvj06RPGjBmDFi1awMPDQ6NNi16/fg0AqFu3rmS6lZUVAOD+/fvQ1tbGixcvJPNTP6fvm5Hq2LFjEAQBHTp0QGRkJJKSkmBsbAwAMDIywvv37zW2DUREREREPxO1R5HatWsX9u7di8GDB+PAgQMQBAEA0LhxY/Tt2xcXLlzAli1bNBpcaoJw9epVyfQbN24AAMqXLw8rKyv4+fmJ8QDA6dOnUbBgQVSvXl1pnXK5HKtXr8aECROgpaWFwoULQ1tbGxEREQCAd+/eoUiRIhrdDiIiIiKin4XaNRj79++Ho6Mj3NzcEB0dLU4vVKgQJk+ejKioKPj6+mLkyJEaC65atWqwtbXFggULEBsbiypVquDOnTtYt24dmjdvjlq1amHYsGHo168f3Nzc0LFjR1y/fh2enp4YP3682CQqrb1798Lc3Fxs0qWjowNra2usWbMGAwYMwLZt22Bra6uxbSAiIiIi+pmoXYPx8uVLNGrUSOV8KysrvHnzRiNBpbVy5Ur07t0bO3bswMCBA/Hnn3+if//+WLduHYCUGpQ1a9bg8ePHGDFiBHx8fDBx4kQMGjRIaV0xMTHYtGkT3N3dJdNnzZoFhUIBNzc3WFpaYvTo0RrfDiIiIiKin4HaNRiFCxfG27dvVc5/+PAhjIyMNBJUWnp6ehg3blymna7t7OxgZ2eX5boMDQ1x6dIlpeklSpTA7t27vypOIiIiIiLKRg2GnZ0d/vjjDzx69Eicljo8rL+/P7y8vNCyZUvNR0hERERERHmG2jUYY8aMwZUrV9CpUydUqFABMpkMa9euxeLFixESEgJzc3OMGTMmN2MlIiIiIqIfnNo1GIUKFcKBAwcwaNAgyOVy6Ovr4+bNm4iLi0O/fv1w6NAhmJiY5GasRERERET0g8vWezAMDAwwatQojBo1KrfiISIiIiKiPEztGgwiIiIiIqKsMMEgIiIiIiKNYYJBREREREQawwSDiIiIiIg0hgkGERERERFpjNqjSL1+/TrT+TKZDHp6ejA2Noa2tvZXB0ZERERERHmP2glGq1atxDd3Z0ZbWxtVqlSBm5sbmjRp8lXBERERERFR3qJ2gjFnzhwsX74ciYmJaN++PcqXLw99fX08e/YMvr6+iImJQc+ePREfH4/z589j8ODB2LFjB6ysrHIzfiIiIiIi+oGonWA8ePAA+fPnh5eXF4oVKyaZN3ToUHTt2hUKhQLTp0/HhAkT4OrqivXr12Pbtm0aD5qIiIiIiH5Manfy9vX1Rc+ePZWSCwAwMjKCi4sLjhw5AiDljd8dOnTAnTt3NBYoERERERH9+NROMJKTk6FQKFTOT0xMRHx8vPhZX18/0+WJiIiIiOi/R+0Ew8rKCjt37sTTp0+V5r169Qq7d+9G3bp1xWnnzp1D+fLlNRMlERERERHlCWr3wZg4cSJ69OgBZ2dnNG/eHGXKlIGenh6ePXuGv//+Gzo6Opg4cSIAoG3btnjy5AmWLl2aa4ETEREREdGPR+0Eo1y5cjh8+DDWrFmDc+fO4a+//gIA5M+fH61bt8aYMWNgYWGBqKgomJiYoG/fvmjXrl2uBU5ERERERD8etRMMAChRogQWLFgAAPjw4QOSkpJgamoqeT+GiYkJdu/erdkoiYiIiIgoT8hWgpGWsbGxBsMgIiIiIqL/ArUTDLlcjtWrV8PHxweRkZFITk5WWkYmk+HevXsaDZCIiIiIiPIOtROMJUuWYM+ePbC0tISVlRX09PRyMy4iIiIiIsqD1E4wTp48CXt7e6xevTo34yEiIiIiojxM7fdgxMbGwtraOjdjISIiIiKiPE7tBKN69eq4c+dObsZCRERERER5nNoJxqRJk3Dq1Cns3bsXUVFRuRkTERERERHlUdl6kzcAzJs3D/PmzctwGY4iRURERET0c1M7wahVq5bkhXpERERERETpqZ1gLFq0KDfjICIiIiKi/wC1+2AQERERERFlRWUNRpUqVbBkyRI4OzsDACpXrpxlEyn2wSAiIiIi+rmpTDB+/fVXlC5dWvKZfTCIiIiIiCgzKhOMhQsXSj6zDwYREREREWVF7U7e169fR506dVTOf/XqFWbPno3NmzdrJDCi3FCggD50dNj1KLuSkhSIjU343mEQERFRHqB2gjFgwABs3LgRDRo0kExPTk6Gp6cnNmzYgIQEFkDox6ajo4W4pGTcfcmXRaqrmoUJDHS0v3cYRERElEeonWBYWlpi8ODBWLNmDaytrQGk1GrMmDEDDx8+ROXKlTFz5sxcC5RIU+6+jEKn5ae+dxh5hvd4R1iVK/q9wyAiIqI8Qu0EY+fOnRgxYgRGjBiBOXPmIDg4GAcPHkSBAgUwbdo0uLq6QkuLTU+IiIiIiH5maicY+fPnx+bNmzF+/HhMnjwZMpkM7du3x8SJE2FqapqbMRIRERERUR6RrSoHXV1deHh4oFu3bpDJZKhXrx6TCyIiIiIiEqmswWjdunWmX1QoFJg1axY2bdokTpPJZDh79qzmoiOi/xSO4pV9HMGLiIjyGpUJRsmSJTP9YlbziYjS4yhe2cMRvIiIKC9SmWDs3r37W8ZBRD8JjuKlPo7gRUREeZFG2ypERfGpJBERERHRz0ztUaQA4MiRI/Dz88OXL1+gUCjE6cnJyYiNjcWjR49w584djQdJRERERER5g9oJxpYtW7BixQro6urC0NAQ0dHRKF68OD58+IC4uDjky5cPvXv3zs1YiYiIiIjoB6d2Eylvb29UrlwZ//77L7y8vCAIAnbt2oWgoCDMmDEDCQkJqFWrVm7GSkREREREPzi1E4xXr16hQ4cOMDQ0hIWFBYyMjBAUFARtbW307NkTbdq0wc6dO3MzViIiIiIi+sGpnWDo6OigQIEC4ucyZcogNDRU/NywYUM8e/ZMo8EREREREVHeonaCYWlpievXr4ufy5UrJ+nQ/enTJ8jlcs1GR0REREREeYraCUanTp3g7e2NCRMm4MuXL2jVqhWCgoKwdu1anDhxAjt27EDlypVzM1YiIiIiIvrBqT2KVI8ePfD27Vvs3bsXOjo6sLe3R9u2bbF27VoAgKGhISZMmJBrgRIRERER0Y8vW+/BcHNzw6hRo6Cjk/K15cuXo0ePHvjw4QPq1KkDU1PTXAmSiIiIiIjyBrWbSE2ZMgU3b94Uk4tUVlZWsLW1xcOHDzFo0CCNB0hERERERHmH2gnG4cOH8fLlS5XzL1++jMuXL2skKCIiIiIiyptUNpF6+fIl2rVrJxkZyt3dHe7u7ipXVqNGDc1GR0REREREeYrKBMPCwgIzZsxAUFAQBEHAkSNHUK9ePVhYWCgtq6WlBRMTE/To0SNXgyUiIiIioh9bpp28O3fujM6dOwMAXrx4gREjRqBx48bfJDAiIiIiIsp71O6D8fHjRzx48CA3YyEiIiIiojxO7QTjxYsXMDAwyM1YiIiIiIgoj1M7wWjWrBlOnTqFmJiY3IyHiIiIiIjyMLVftFe5cmXs3LkTrVq1Qs2aNWFqagotLWl+IpPJsGDBAo0HSUREREREeYPaCcaGDRvE/wcEBGS4DBMMIiIiIqKfm9oJRkhISG7GQURERERE/wFq98FIS6FQICIiQvISPiIiIiIiomwlGM+fP8eoUaNQr149WFtb49q1awgMDETXrl0RFBSUWzESEREREVEeoXaC8ezZM3Tt2hVXrlyBtbW1OF1bWxtPnjxB//79cePGjdyIkYiIiIiI8gi1E4wVK1YgX758OHHiBGbNmgVBEAAADRo0wIkTJ1CkSBGsXbs21wIlIiIiIqIfn9oJxqVLl9CjRw+YmppCJpNJ5pmZmaFnz564c+eOxgMkIiIiIqK8Q+0EQy6Xo1ChQirn6+rqIiEhQSNBERERERFR3qR2glG5cmX89ddfGc5LSkrCsWPHUKlSJY0FRkREREREeY/aCcaQIUPw77//YsKECbh06RIA4NWrVzh37hz69OmDe/fuoV+/frkWKBERERER/fjUftFey5YtMX/+fCxYsADHjx8HAEyfPh2CIEBfXx+TJk2Cg4NDrgVKREREREQ/PrUTDADo1KkT7O3tcfHiRbx8+RIKhQLm5uZo0qQJChcunFsxEhERERFRHqF2grF+/Xo4OzvDwsKCNRVERERERJQhtftgrF69Gvb29ujevTv27t2LqKio3IxL4urVq+jRowdq1aqFZs2aYe7cuYiNjRXnBwQEoHPnzqhVqxZatWqFbdu2Sb4vl8sxdepUWFlZwdnZGcHBwZL579+/R926dfHgwYNvsj1ERERERP9VatdgnDt3DsePH8epU6cwd+5cLFy4EI0bN0b79u1ha2sLAwODXAnwxo0b6NevH1q1aoUNGzbg+fPnWLFiBaKiorBy5UoEBwdj6NChcHJywpgxY3Dt2jUsWbIEgiBgwIABAAAvLy9cuHABixcvhr+/P8aOHYuzZ89CT08PALBmzRo4ODigYsWKubINRERERD+jAgX0oaOj9vNs+n9JSQrExubd1z+onWCYm5tj8ODBGDx4MJ49eyYmG+7u7jAwMEDr1q3h7OwMGxsbjQa4bNky1K5dGx4eHpDJZGjSpAkUCgW2b9+OuLg4rF69GlWrVsXSpUsBAM2bN0dSUhI2btyI3r17Q09PD4GBgWjTpg1at26N+vXrw8vLC8+ePUPFihXx9OlT+Pr6ih3XiYiIiEgzdHS0EJeUjLsvv13Ll7yumoUJDHS0v3cYXyVbnbxTlS1bFiNGjMCIESPw8OFDLF++XCyk379/X2PBRUVFISgoCMuXL5e8PdzV1RWurq5ISEhAUFAQxo4dK/meg4MDtm7diuDgYDRq1AgymQz6+voAAB2dlE1WKBQAgJUrV6J79+4oUaKExuImIiIiohR3X0ah0/JT3zuMPMN7vCOsyhX93mF8lRwlGMnJyQgMDMTJkydx/vx5REVFwdzcHO3atdNocA8ePIAgCDAyMsLYsWNx4cIFaGtro127dpgyZQrCwsKQmJiIcuXKSb5XpkwZAMDTp0/RqFEj1K5dG0ePHsVvv/2Gs2fPwsTEBOXKlcOtW7dw+fJlzJ07V2Mxy2SAkZHq5mI6eTwj/V50dLQz3a/ZWQ9lH/f/98N9/31pav8T/ax47cmZrK49aZ67/5DUTjAUCgX+/fdfnDp1CmfPnsXHjx9hbGwMR0dHODs7o27duhoPLrUj+eTJk2FnZ4cNGzYgNDQUq1atQkJCAlxcXAAAhoaGku8VKFAAABATEwMA6NWrF65du4bmzZvDxMQEixYtgr6+PpYuXYrBgwdDEASMHj0aoaGhsLa2hru7u1jjQURERERE6lM7wWjcuDE+ffqEfPnyoVWrVnB2dkazZs3EJke5ITExEQBQt25dzJw5U4xDEAQsXrwY3bp1AwBJ86m0tLRSOhUZGBhg48aNiIuLEzuj+/v74+XLl+jVqxfc3d2hpaWF9evXY8aMGVi3bh3GjRuXo5gFAfj4MU7lfD4Jy5mkpORM96u6uP9zhvv/++G+/740tf+Jfla89uRMVtceU1PDH7oWQ+1u/TVr1sTixYtx8eJFLF++HC1atMjV5AL4X01E8+bNJdObNWsGQRBw+/ZtAP+rqUiV+rlgwYKS6anJhUKhwPLlyzFmzBhoaWnh3Llz6Nu3LywtLeHq6soO30REREREOaR2hrBlyxbx/xEREXj9+jV0dXVhZmYGExOTXAmubNmyAFLeY5FWas1GqVKloK2tjRcvXkjmp35O3zcj1bFjxyAIAjp06IDIyEgkJSXB2NgYAGBkZIT3799rcCuIiIiIiH4e2RqY+M6dO3BxcYG1tTVcXFzQqVMnNG3aFN27dxdrEzTJ0tIS5ubmOHHihGT6+fPnoaOjgzp16sDKygp+fn4QBEGcf/r0aRQsWBDVq1dXWqdcLsfq1asxYcIEaGlpoXDhwtDW1kZERAQA4N27dyhSpIjGt4WIiIiI6Gegdg1GaGgoevfuDQDo1q0bLC0toVAo8OTJE/j4+KBPnz44cOAAKlSooLHgZDIZJkyYgHHjxmHChAno1KkT7ty5gw0bNqB3794wMTHBsGHD0K9fP7i5uaFjx464fv06PD09MX78+Axf/rd3716Ym5uL7+vQ0dGBtbU11qxZgwEDBmDbtm2wtbXV2DYQEREREf1M1E4wVq1ahQIFCsDLywvm5uaSecOHD0eXLl2wdu1aeHh4aDTANm3aQE9PD+vWrcOQIUNgamqKESNGYMiQIQBSOn2vWbMGq1evxogRI2BmZoaJEyeif//+SuuKiYnBpk2bsHnzZsn0WbNmYeLEiXBzc4O1tTVGjx6t0W0gIiIiIvpZqJ1gBAUFoV+/fkrJBQAUL14cPXr0wO7duzUaXCpbW9tMaxXs7OxgZ2eX5XoMDQ1x6dIlpeklSpTItdiJiIiIiH4mavfBkMvl4qhOGTE0NER8fLxGgiIiIiIiorxJ7QSjSpUq8PX1RVJSktK8xMRE+Pj4oGLFihoNjoiIiIiI8ha1E4yBAwfi9u3b6NWrF06fPo3Q0FCEhobi5MmT6NWrF+7evZthvwciIiIiIvp5qN0Hw9bWFtOnT8eyZcswduxYcbogCNDX18ekSZPg6OiYGzESEREREVEeka1Xcbu6uqJt27YIDAxEWFgYBEFAqVKl0KRJE/FFdURERERE9PPKVoIBAMbGxnBycsqNWIiIiIiIKI/L1pu8iYiIiIiIMsMEg4iIiIiINIYJBhERERERaYzaCYZCocjNOIiIiIiI6D9A7QSjffv22LlzZ27GQkREREREeZzaCcbz589hYGCQm7EQEREREVEep3aC0axZM5w6dQoxMTG5GQ8REREREeVhar8Ho3Llyti5cydatWqFmjVrwtTUFFpa0vxEJpNhwYIFGg+SiIiIiIjyBrUTjA0bNoj/DwgIyHAZJhhERERERD83tROMkJCQ3IyDiIiIiIj+A9ROMNKKiIjA69evoaurCzMzM5iYmGg6LiIiIiIiyoOylWDcuXMHc+fOxa1btyTTa9WqhWnTpqFGjRoaDY6IiIiIiPIWtROM0NBQ9O7dGwDQrVs3WFpaQqFQ4MmTJ/Dx8UGfPn1w4MABVKhQIdeCJSIiIiKiH5vaCcaqVatQoEABeHl5wdzcXDJv+PDh6NKlC9auXQsPDw+NB0lERERERHmD2u/BCAoKQs+ePZWSCwAoXrw4evTogcuXL2s0OCIiIiIiylvUTjDkcjkKFCigcr6hoSHi4+M1EhQREREREeVNaicYVapUga+vL5KSkpTmJSYmwsfHBxUrVtRocERERERElLeonWAMHDgQt2/fRq9evXD69GmEhoYiNDQUJ0+eRK9evXD37l30798/N2MlIiIiIqIfnNqdvG1tbTF9+nQsW7YMY8eOFacLggB9fX1MmjQJjo6OuREjERERERHlESoTjAsXLqB69eooUqSIOM3V1RVt27ZFYGAgwsLCIAgCSpUqhSZNmsDY2PhbxEtERERERD8wlQnGhAkTMHnyZHTp0gUA0KdPHwwbNgyNGzeGk5PTNwuQiIiIiIjyDpV9MARBwLVr1xAXFwcAuHLlCiIjI79ZYERERERElPeorMGwt7fH4cOHceTIEXGau7s73N3dVa5MJpPh3r17Gg2QiIiIiIjyDpUJxuzZs1GtWjU8ePAAcrkcR48eRb169WBhYfEt4yMiIiIiojxEZYKhp6eHXr16iZ+PHDkCFxcXODs7f5PAiIiIiIgo71F7mNqQkJDcjIOIiIiIiP4D1H7RHhERERERUVaYYBARERERkcYwwSAiIiIiIo1hgkFERERERBrz1QlGTEyM+DI+IiIiIiL6uWUrwTh+/DhWrlwpfp41axYaNGgAKysrTJ8+HUlJSRoPkIiIiIiI8g61E4xDhw5h/PjxCAgIAAD4+/tj//79qFOnDtq3b49Dhw5h69atuRYoERERERH9+NR+D8bevXvRoEEDbNu2DQBw7Ngx6OrqYv369TAyMoKenh6OHDmCoUOH5lqwRERERET0Y1O7BuPJkydo164ddHR0oFAoEBAQgLp168LIyAgAUL16dbx+/TrXAiUiIiIioh+f2gmGgYEB5HI5ACA4OBgfP35E8+bNxfnv3r2DsbGxxgMkIiIiIqK8Q+0Eo2rVqjhw4ADu3r2LdevWQUtLC/b29gCAu3fvYt++fahdu3ZuxUlERERERHmA2gnGpEmTEBUVhS5duiAwMBC9evWChYUFLl26hM6dO0MQBIwZMyY3YyUiIiIioh+c2p28K1asCB8fH1y6dAnFixdHnTp1AAAVKlTAuHHj0LFjRxQtWjTXAiUiIiIioh+f2gkGABQuXBhOTk6Saaamphg8eLBGgyIiIiIiorwpWy/a+/DhAxYtWgQHBwfUqlULgYGBCA4OxtixY/Hs2bNcCpGIiIiIiPIKtROM9+/fo3PnztizZw+MjIzEEaU+f/6MM2fOwMXFBY8fP861QImIiIiI6MendoKxYsUKfPz4EUeOHMHGjRshCAIAwMbGBgcPHoSWlhY8PDxyLVAiIiIiIvrxqZ1gXLhwAb169cIvv/wCmUwmmVelShW4uroiODhY4wESEREREVHeoXaCERsbi+LFi6ucX7hwYXz+/FkjQRERERERUd6kdoJhaWmJy5cvq5x/9uxZlCtXTiNBERERERFR3qR2gtG7d2+cPHkSK1euxIsXLwAAcrkcISEhGDduHC5duoTu3bvnWqBERERERPTjU/s9GJ06dcLr16+xfv16bN68GQAwdOhQAIAgCOjduzcTDCIiIiKin1y2XrQ3cuRIdOjQAWfOnMHLly+RnJyMUqVKoWXLlqhQoUJuxUhERERERHmE2gnGkSNHYGVlBQsLC/Tv319p/uPHj3H27FkMGTJEowESEREREVHeoXYfjClTpuDGjRsq51+5cgXr1q3TRExERERERJRHqazBePnyJX7//XfxhXqCIGDDhg04cOCA0rKCICAkJARFixbNvUiJiOj/2rvr8Ciuto/j340SLBCcBA0Q3C1Y0EBwSgst0OJOobiUUooULxR3aCG4uwUIUtwpwd0lWEKI7bx/8GZLCrShT0IS+H2uq9fz7Mzs7D2zy2TuOec+R0REJM57Z4KRIUMGMmXKxJ49ewAwmUz4+/sTFBT0xrbW1tZkzZqVb7/9NuYiFRERERGROO8fazAGDRpk+f85c+akX79+1KpVK8aDEhERERGR+CnKRd5nz56NyThEREREROQj8F6jSEVF3bp1/2MoIiIiIiIS30U5wejTpw8mk8lS9P06k8lk+f9KMEREREREPl1RTjB+//33N5aFh4fz8OFD1q9fz7Vr15gyZUq0BiciIiIiIvFLlBOM4sWLv3NdrVq1aN26NdOmTWPYsGHREpiIiIiIiMQ/UZ5o799UqVKF7du3R9fuREREREQkHoq2BOPKlSuEhYVF1+5ERERERCQe+p9HkQoJCcHPz48lS5ZQqVKl6IpLRERERETioWgZRQogT5489OnTJ9oCExERERGR+Od/GkUKwMrKilSpUpEpU6ZoC0pEREREROKnaBlFSkREREREBN4jwYBX9RZLly5l586d3Lp1C2trazJkyECVKlWoU6cOVlbRVjMuIiIiIiLxUJQTjIcPH9K0aVMuXbqEo6Mjzs7OmM1mDh06xI4dO1i2bBkzZswgYcKEMRmviIiIiIjEYVFOMEaNGsW1a9cYPnw4tWvXtrRWhIWFsWTJEoYOHcovv/xC//79YyxYERERERGJ26Lcp2nnzp1888031K1bN1JXKBsbGxo1asRXX33Fhg0bYiTI13Xq1IkqVapEWrZnzx7q169PgQIFqFixIrNnz460PiQkhH79+lG0aFFq1arF0aNHI61/8OABhQsX5vz58zEev4iIiIjIxyzKCUZYWBhp06Z95/rs2bMTFBQULUG9y+rVq9m6dWukZUePHqVdu3ZkzZqVCRMmUKtWLUaOHMmsWbMs2yxevJidO3cyYsQIChUqxHfffUdISIhl/YQJE6hatSo5cuSI0fhFRERERD52Ue4i5enpyfLly2nYsCH29vaR1pnNZtatW0eFChWiPcAI9+7dY+jQoW8kOePHjyd37tyMGjUKgHLlyhEWFsbUqVP5+uuvsbOzY9++fVSvXp1KlSpRrFgxFi9ezNWrV8mRIwdXrlxh3bp1rF+/PsZiFxERERH5VLwzwfj7zN158uRh06ZN1KpVi0aNGpElSxYAbt26xcqVK7l58yaNGjWKsUD79+9P6dKlsbe358iRIwAEBwdz+PBhvvvuu0jbVq1alZkzZ3L06FFKliyJyWSyJEU2Nq8O2Ww2AzB27Fi+/PJL0qVLF2Oxi4iIiIh8Kt6ZYLxr5u7r168zfPjwt76nW7dueHl5RW+EwNKlS/nzzz9Zt24dI0eOtCy/ceMGoaGhlmQnQsSkf1euXKFkyZIULFiQ1atX07RpU7Zt24aTkxNZsmTh5MmTHDhwgMGDB0dbrCYTODo6vHO9jY11tH3Wp8TGxvofz+v77Efen85/7NG5j13Rdf5FPlW69vw3/3btMZk+YDD/wTsTjHfN3P2h3bp1i2HDhjFs2DCcnJwirXv+/DkAiRMnjrQ8UaJEAAQEBADQpEkTjhw5Qrly5XBycmL48OHY29szatQo2rRpg2EYdO7cmXPnzlG2bFl69uz5RjcwERERERH5d+9MMOLCzN2GYdCvXz88PDyoWrXqW9cDmN6RxkWMduXg4MDUqVMJCgrCweFVNujr68uNGzdo0qQJPXv2xMrKismTJzNgwAAmTZpEt27d/mPM8PTpu4vd9STsvwkLC//H8xpVOv//jc5/7NG5j13Rdf5FPlW69vw3/3btSZEicZxuxfjHGoyiRYvi4uJieR0VdevWjY64APD29ubcuXOsXbuWsLAw4K+kIiwsjCRJkgB/tVREiHgdsT5CRHJhNpsZM2YMXbp0wcrKCh8fH7y9vXF1daVx48aMGTPmPycYIiIiIiKfsn+swRg1apQlwejTp8+/7sxkMkVrgrF582YeP35MmTJl3liXJ08eBg4ciLW1NdevX4+0LuL132szIqxZswbDMKhTpw6PHj0iLCyMZMmSAeDo6MiDBw+i7RhERERERD4l/1iD4erqGun1h/bTTz8RGBgYadmkSZPw8/Nj4sSJuLi4sHHjRrZs2ULTpk0tXaU2b95MkiRJyJs37xv7DAkJYfz48fz4449YWVmRPHlyrK2tefjwIZkzZ+b+/fukTJnygxyfiIiIiMjHJso1GAcPHqRUqVIULlw4xoOKkDVr1jeWJUuWDDs7O/LlywdA+/btad68OV27dqVevXocO3aMWbNm0b17d0uXqNd5e3vj7OyMh4cH8GrY2rJlyzJhwgRatmzJ7NmzqVy5cswemIiIiIjIRyrKM3nPnDmT48ePx2Ao/427uzsTJkzg0qVLdOzYkbVr19KrVy9at279xrYBAQFMmzaNnj17Rlo+cOBAzGYzXbt2xdXVlc6dO3+o8EVEREREPipRnsk7RYoUlmFhY9Pb5uCoUqUKVapU+df3Jk6cmP3797+xPF26dMybNy9a4hMRERER+ZRFOcHo3bs3/fr14969e5QpUwYnJyesrd+cPKVYsWLRGqCIiIiIiMQfUU4wIroNrVixgpUrV76x3jAMTCYTfn5+0RediIiIiIjEK1FOMH7++ed3TmgnIiIiIiIC75FglCxZEicnJxIkSPDW9c+ePePcuXPRFpiIiIiIiMQ/UR5FqlKlSmzbtu2d67ds2UKbNm2iJSgREREREYmf3tmCcevWrUi1FoZhsGXLFq5evfrGtoZhsH37duzt7WMkSBERERERiR/emWCkT58eX19fTp06BYDJZGLLli1s2bLlrdtbWVnRtWvXmIlSRERERETihXcmGCaTiTlz5vD06VMMw6By5cr069ePSpUqvbGttbU1yZIle2d9hoiIiIiIfBr+scg7ceLEJE6cGIDff/+dbNmy4eTk9NZtzWYzN27cIEOGDNEfpYiIiIiIxAtRLvJu2rQpf/zxxzvXr1ixgrp160ZHTCIiIiIiEk+9swXj3r177Nu3z/LaMAwOHTpEWFjYG9uazWbWrl2reTJERERERD5x70wwnJycmDp1qmXUKJPJxOLFi1m8ePE7d/b1119He4AiIiIiIhJ/vDPBsLW1Zfbs2dy8eRPDMGjatClt27aldOnSb2xrZWWFk5MTWbNmjdFgRUREREQkbvvHIu/06dOTPn16AIYNG0bRokVVxC0iIiIiIu8U5SLvevXqvTO5MJvNPH/+nK1bt0ZbYCIiIiIiEv/8YwvG6wICAvj555/ZsmULL168wDCMt27n5+cXbcGJiIiIiEj8EuUWjJEjR7JixQqyZcuGu7s7hmFQs2ZN3N3dsbGxwd7engkTJsRkrCIiIiIiEsdFuQVj586dVKlShQkTJvD48WPc3d35+uuvyZ8/P35+fjRu3JjLly/HZKwiIiIiIhLHRbkFw9/f3zKCVPLkyUmTJg0nT54EIFeuXHz++eesXbs2ZqIUEREREZF4IcoJRqJEiTCbzZbXGTNm5Pz585bXOXLk4Pbt29EbnYiIiIiIxCtRTjDy58/Pxo0bCQ8PByBbtmwcPnzYUux95coV7OzsYiZKERERERGJF6KcYLRo0YIjR45QtWpVnj59Sr169bh8+TItWrRg4MCB/P7775QoUSImYxURERERkTguygmGu7s706dPJ0uWLCRNmpT8+fMzcOBAjh8/zqJFi8idOzd9+/aNyVhFRERERCSOi/IoUgBlypShTJkyltdffvkln332GS9fviRp0qTRHpyIiIiIiMQv75VgvI2dnZ1qL0REREREBHiPLlIiIiIiIiL/RgmGiIiIiIhEGyUYIiIiIiISbZRgiIiIiIhItFGCISIiIiIi0SbKo0iFhIQwfvx41q5dy6NHjywzer/OZDJx5syZaA1QRERERETijygnGCNHjmT+/Pm4urpStGhRDU0rIiIiIiJviHKCsXHjRjw9PRk/fnxMxiMiIiIiIvFYlGswAgMDKVu2bEzGIiIiIiIi8VyUE4y8efNy+vTpmIxFRERERETiuSgnGL1792bTpk14e3vj7+8fkzGJiIiIiEg8FeUajF69egEwZMgQhgwZ8tZtNIqUiIiIiMinLcoJRoECBTCZTDEZi4iIiIiIxHNRTjCGDh2KtbV1TMYiIiIiIiLxXJQTjJIlS1KmTBk8PDwoV64cTk5OMRmXiIiISLRIlMgeG5sol50KEBZmJjAwOLbDkHgqyglG3bp12bt3Lxs3bsTKyoq8efNSrlw5ypcvT968eWMyRhEREZH/zMbGiqCwcP68oUFqoiJPBiccbNRrRf67KCcY33//PQB37txh165d7N27l99++41JkyaRIkUKS7Lh6ekZY8GKiIiI/Bd/3vDnszGbYjuMeGFF92oUzZIqtsOQeCzKCUaEdOnS0bBhQxo2bEh4eDhr165l0qRJrFixgpUrV+Ln5xcTcYqIiIiISDzw3gnGhQsXOHz4sOW/+/fvA5A9e3aKFy8e7QGKiIiIiEj8EeUEo0OHDhw5coRnz55hMpnInj07np6eFC9enKJFi5I8efKYjFNEREREROKBKCcY27dvByBt2rR8/fXXVKhQgaxZs8ZYYCIiIiIiEv9EOcFYs2YNBw8e5MCBA0yfPp3Ro0fj5OREsWLFKFasGMWLFyd79uwxGauIiIiIiMRxUU4wcuTIQY4cOWjSpAkAfn5+HDhwgMOHDzN58mSGDBlCsmTJ2LdvX4wFKyIiIiIicdt/nnUmderUpEqVimTJkpEgQQIMw+Dly5fRGZuIiIiIiMQzUW7BePbsGQcPHmT//v3s37+fS5cuYRgGWbJkoXLlypQrV45ixYrFZKwiIiIiIhLHRTnBKFmyJIZhkCBBAkqUKMFXX32Fh4cHLi4uMRmfiIiIiIjEI1FOMJo0aYKHhwfFihXDzs4uJmMSEREREZF4KsoJRr9+/QC4dOkSPj4+3L59G1tbW9KlS4eHhweurq4xFqSIiIiIiMQP7zWT9+jRo5k9ezZms/mN5c2aNaNXr17RGpyIiIiIiMQvUU4wli5dysyZMylfvjzt27fH1dUVs9nM5cuXmTFjBnPmzCF79uzUq1cvJuMVEREREZE4LMrD1M6fP58SJUowdepUChQoQOLEiUmaNCkFCxZk0qRJFC9enPnz58dkrCIiIiIiEsdFOcG4cuUKnp6e71zv6enJ5cuXoyUoERERERGJn6KcYCRKlIgHDx68c/39+/ext7ePlqBERERERCR+inKCUaZMGebPn8/Zs2ffWOfn58f8+fMpXbp0tAYnIiIiIiLxS5SLvLt27cqePXuoX78+ZcqUIUuWLABcvnyZvXv3kiRJEr777ruYilNEREREROKBKCcY6dOnZ+nSpYwZMwZfX198fX0BcHBwoHLlyvTo0YMMGTLEWKAiIiIiIhL3vdc8GC4uLowdOxaz2czjx48xDAMnJyesrKLc00pERERERD5i75VgRLCysiJFihTRHYuIiIiIiMRzUU4wQkJCGD9+PGvXruXRo0eEh4e/sY3JZOLMmTPRGqCIiIiIiMQfUU4wRo4cyfz583F1daVo0aLY2dnFZFwiIiIiIhIPRTnB2LhxI56enowfPz4m4xERERERkXgsytXZgYGBlC1bNiZjERERERGReC7KCUbevHk5ffp0TMYiIiIiIiLxXJQTjN69e7Np0ya8vb3x9/ePyZhERERERCSeinINRq9evQAYMmQIQ4YMees2GkVKREREROTTFuUEo0CBAphMppiMRURERERE4rkoJxjDhw//123eNjeGiIiIiIh8OqJcg7Fly5Z/XH/8+HHq1av3PwckIiIiIiLxV5QTjK5du7Ju3bo3lgcEBPDjjz/SqFEjrl+/Hq3BiYiIiIhI/BLlBKNs2bL07t2bZcuWWZatX7+eatWqsXjxYsqVK8fatWujPUCz2czChQupVasWhQoVonLlygwbNoyAgADLNnv27KF+/foUKFCAihUrMnv27Ej7CAkJoV+/fhQtWpRatWpx9OjRSOsfPHhA4cKFOX/+fLTHLyIiIiLyKYlyDcakSZPo168fAwYM4N69exw9epS9e/fi4uLC5MmTqVixYowEOHPmTMaNG0fLli1xd3fnypUrjB8/nosXLzJr1iyOHj1Ku3bt8PLyokuXLhw5coSRI0diGAYtW7YEYPHixezcuZMRI0bg6+vLd999x7Zt27CzswNgwoQJVK1alRw5csTIMYiIiIiIfCqinGBYW1szYsQIkiVLxoQJE7C2tqZjx460adMGe3v7GAnOMAxmzpxJw4YN6d69OwClSpUiefLkdO3aFT8/P8aPH0/u3LkZNWoUAOXKlSMsLIypU6fy9ddfY2dnx759+6hevTqVKlWiWLFiLF68mKtXr5IjRw6uXLnCunXrWL9+fYwcg4iIiIjIpyTKXaQi9O3bl++++47w8HDMZnOMJRcAgYGB1K5dm5o1a0ZanjVrVgAuXLjA4cOH8fT0jLS+atWqPHv2zNIVymQyWeK0sXmVU5nNZgDGjh3Ll19+Sbp06WLsOEREREREPhXvbMHImTPnv857MXXqVKZOnWp5Hd0T7SVOnJj+/fu/sXzbtm0A5M6dm9DQULJkyRJpfaZMmQC4cuUKJUuWpGDBgqxevZqmTZuybds2nJycyJIlCydPnuTAgQMMHjw42mI2mcDR0eGd621srKPtsz4lNjbW/3he32c/8v50/mOPzn3siq7zL7FLv//3p2tP7Pq38x/Xp6Z7Z4JRt27dODmx3okTJ5g+fTqVK1fm+fPnwKtE5HWJEiUCsBSCN2nShCNHjlCuXDmcnJwYPnw49vb2jBo1ijZt2mAYBp07d+bcuXOULVuWnj17xmjLjIiIiIjIx+qdCUZUJtb70I4cOUK7du1wcXFhyJAhXLlyBeCdiZCV1aseYA4ODkydOpWgoCAcHF5lg76+vty4cYMmTZrQs2dPrKysmDx5MgMGDGDSpEl069btP8VoGPD0adA71+tJ2H8TFhb+j+c1qnT+/xud/9ijcx+7ouv8S+zS7//96doTu/7t/KdIkThOt2K8dw1GbNmwYQPNmzcnXbp0zJ07l+TJk5MkSRKASEPWvv46Yn2EiOTCbDYzZswYunTpgpWVFT4+PjRr1gxXV1caN26sgm8RERERkf8oXiQYc+bMoVu3bhQsWBBvb29Sp04NQMaMGbG2tn5jgr+I13+vzYiwZs0aDMOgTp06PHnyhLCwMJIlSwaAo6MjDx48iLmDERERERH5iMX5BGPp0qUMHz4cLy8vZs6cGalVwt7enqJFi7JlyxYMw7As37x5M0mSJCFv3rxv7C8kJITx48fTo0cPrKysSJ48OdbW1jx8+BCA+/fvkzJlypg/MBERERGRj1CU58GIDY8ePWLo0KE4OzvTuHHjN0aoypgxI+3bt6d58+Z07dqVevXqcezYMWbNmkX37t0tXaJe5+3tjbOzMx4eHsCrYWvLli3LhAkTaNmyJbNnz6Zy5cof5PhERERERD4270wwfvnlF6pWrUqePHk+ZDyR7N69m6CgIG7dukXjxo3fWD9y5Ejq1KnDhAkTGD9+PB07diRNmjT06tWLFi1avLF9QEAA06ZNY/r06ZGWDxw4kF69etG1a1fKli1L586dY+yYREREREQ+Zu9MMH777TcyZsxoSTBy5crFqFGj3pj0LibVrVuXunXr/ut2VapUoUqVKv+6XeLEidm/f/8by9OlS8e8efP+S4giIiIiIvKadyYYSZIkYdmyZaRKlYqECRNiGAYXL17k0KFD/7jDYsWKRXuQIiIiIiISP7wzwWjVqhXDhw+nXbt2wKu5JqZNm8a0adPeur1hGJhMJvz8/GImUhERERERifPemWA0a9aMUqVKcf78eUJCQujXrx8NGjSgUKFCHzI+ERERERGJR/5xFKkcOXKQI0cOAFauXImXlxfu7u4fJDAREREREYl/ojxMbUQR9JMnT/jjjz+4desWtra2pEuXjtKlS5M4ceIYC1JEREREROKH95oHY8GCBYwaNYqXL19GmtjO3t6eXr16vXUoWRERERER+XREOcHYtm0bgwYNInfu3LRq1YqsWbNiGAaXL19mzpw5DBkyhPTp01OhQoWYjFdEREREROKwKCcYM2bMIHfu3CxatAg7OzvL8ly5cuHp6UnDhg2ZOXOmEgwRERERkU+YVVQ3PHv2LHXq1ImUXESwtbWlTp06GqJWREREROQTF+UEw87OjqCgoHeuDwwMxNraOlqCEhERERGR+CnKCUaxYsXw9vbm/v37b6y7d+8eCxYsoEiRItEanIiIiIiIxC9RrsH47rvvaNiwIV5eXtStW5fMmTMDcPnyZdasWUN4eDhdunSJqThFRERERCQeiHKCkSNHDn777TeGDBmCt7d3pHV58+alf//+5MqVK9oDFBERERGR+OO95sHInz8/S5Ys4dGjR9y6dQvDMHB2diZlypQxFZ+IiIiIiMQj75VgREiRIgUpUqSI7lhERERERCSei3KRt4iIiIiIyL9RgiEiIiIiItFGCYaIiIiIiEQbJRgiIiIiIhJt3rvIOywsjFOnTnHnzh2KFy9OggQJCA8Px9HRMSbiExERERGReOS9WjA2btxI+fLladSoEd27d+fChQscOXIEDw8PZs6cGVMxioiIiIhIPBHlBGPPnj10796dzJkz07t3bwzDAMDFxYUcOXIwZswYVq9eHWOBioiIiIhI3BflBGPSpEnkzZuX33//nTp16liWu7q6smDBAgoVKsRvv/0WI0GKiIiIiEj8EOUEw8/Pjxo1amBl9eZbbGxsqFmzJleuXInW4EREREREJH6JcoJha2tLWFjYO9c/efIEW1vbaAlKRERERETipygnGMWLF2fZsmUEBwe/se7+/fssWLCAIkWKRGtwIiIiIiISv0R5mNquXbvy5ZdfUrt2bcqVK4fJZMLHx4edO3eycuVKQkJC6Ny5c0zGKiIiIiIicVyUWzCyZcuGt7c3qVOnZt68eRiGwfz58/ntt9/ImDEjc+fOJVeuXDEZq4iIiIiIxHFRbsG4cOECOXLkYN68eTx58oTr169jNptxdnYmVapUMRmjiIiIiIjEE1FOMJo1a0a9evXo0aMHyZIlI1myZDEYloiIiIiIxEdR7iL14sULXFxcYjIWERERERGJ56KcYDRt2pTZs2dz+PDhmIxHRERERETisSh3kTp9+jQPHjzg66+/JkGCBCRLluyNSfdMJhPbtm2L9iBFRERERCR+iHKCERwcTN68eWMyFhERERERieeinGDMmzcvJuMQEREREZGPQJRrMKLizJkz0bk7ERERERGJZ6LcghEaGsr06dPZsmULL168wGw2W9aFh4cTGBhIQEAAfn5+MRKoiIiIiIjEfVFuwRg3bhwTJkzg6dOnODg4cOvWLdKlS4eNjQ13794lNDSU77//PiZjFRERERGROC7KCcamTZsoXrw427dvZ8aMGQAMGDCAzZs3M23aNMLCwrC1tY2xQEVEREREJO6LcoJx7949PD09sbKyIk2aNKRIkYJjx44B4OHhQb169ViyZEmMBSoiIiIiInFflBOMBAkSRGqhyJgxI+fPn7e8zp8/Pzdu3Ije6EREREREJF6JcoKRK1cudu3aZXmdNWtWSwsGvGrhMJlM0RudiIiIiIjEK1FOMBo3boyPjw+NGjUiICCAGjVqcObMGfr27cuMGTOYO3cu+fLli8lYRUREREQkjovyMLXVqlVj8ODBzJkzBwcHB0qVKkXr1q0tBd/p06enb9++MRaoiIiIiIjEfVFOMAC++OILvvjiC8vr7t2789VXX/H06VNcXV2xs7OL9gBFRERERCT+eK8E423Sp09P+vTpoyMWERERERGJ594rwfj999/ZunUrDx48IDQ09I31JpOJbdu2RVtwIiIiIiISv0Q5wZgyZQq//voriRMnJmvWrNjb28dkXCIiIiIiEg9FOcFYsmQJRYsWZdq0aSRKlCgmYxIRERERkXgqysPUPnr0iFq1aim5EBERERGRd4pygpE9e3bN1C0iIiIiIv8oyglGt27dWLhwIT4+PhiGEZMxiYiIiIhIPPXOGoxKlSq9sSw0NJROnTqRIEECkidPjslkirReo0iJiIiIiHza3plgvG1uC813ISIiIiIi/+SdCca8efM+ZBwiIiIiIvIRiHINxts8ffqU4ODg6IpFRERERETiuX9MMEJDQ1m0aBF9+/aNtPzw4cPUqFGDkiVLUqhQIVq1asX169djNFAREREREYn73plghISE0LRpUwYOHMi6desICwsD4OrVq7Rs2ZLLly9TtmxZmjVrxpUrV/jyyy95+PDhBwtcRERERETinncmGL/99hvHjh2jZ8+eHDp0CBubV+UaEyZMIDg4mBo1ajB9+nR69erF8uXLsba2ZurUqR8scBERERERiXvemWBs3LiRqlWr0rJlSxIkSAC8atXYvn07JpOJli1bWrZNliwZn332GTt37ozxgEVEREREJO56Z4Jx7do1ihYtGmnZ8ePHCQoKIlWqVOTKlSvSuowZM3L//v2YiVJEREREROKFdyYYZrMZa2vrSMv27dsHQKlSpd7Y/vnz5zg4OERzeCIiIiIiEp+8M8HImDEjfn5+kZZt27YNk8lE+fLl39h+z549ZMyYMdoDFBERERGR+OOdCUaNGjVYvXo127ZtIygoiLlz53LhwgVSpEhBxYoVI227Zs0a9u7dS6VKlWI8YBERERERibveOZN3s2bN2L17N506dcJkMmEYBra2tgwdOhQ7OzsAtm7dyvz58zl48CBZsmShWbNmHypuERGReCNRIntsbP6nuW0/SWFhZgIDNaGvSHzzzgTDzs6OuXPnsmHDBo4fP06iRImoXbs22bJls2xz+vRpjh49Su3atenTp49ltCkRERH5i42NFUFh4fx5wz+2Q4k38mRwwsHG+t83FJE4550JBoC1tTW1atWiVq1ab13frl07unTpgpWVnsqIiIj8kz9v+PPZmE2xHUa8saJ7NYpmSRXbYYjIf/CPCca/0ahRIiIiIiLyOjU9iIiIiIhItFGCISIiIiIi0UYJhoiIiIiIRBslGCIiIiIiEm2UYIiIiIiISLT5aBKMdevWUaNGDfLnz4+XlxerVq2yrHv+/DkdO3akcOHCfPnll1y6dCnSe8+ePUuRIkV49OjRB45aREREROTj8lEkGBs3bqRHjx6ULl2aSZMmUbx4cXr37s2mTa/GG580aRKXLl1i3LhxpEyZkl69ekV6/6hRo2jevDkpUqSIjfBFRERERD4a/9M8GHHFL7/8gpeXF/369QOgbNmyPH36lF9//ZVq1aqxb98+GjZsSLly5UiVKhV169YlMDCQRIkSsX//fs6ePcv48eNj+ShEREREROK/eN+CcePGDa5fv46np2ek5VWrVuXy5cvcuHEDk8mEvb09ADY2r3Iqs9kMwOjRo+nQoQOJEiX6sIGLiIiIiHyE4n2CcfnyZQCyZMkSaXmmTJkAuHLlCgULFmTz5s08fvyYNWvWkCNHDpIkScKGDRt4/vw5DRs2/OBxi4iIiIh8jEyGYRixHcT/Yt26dXTv3h0fHx9cXFwsy69du4anpydjx46lePHidOrUiWPHjuHi4sK4cePIlSsXNWrUoGvXruTNm5eBAwdy+/ZtqlevTocOHbCy+m+5V1RPZ7g5Xp/2D8rayhTt+9T5jzqd/9ijcx+7dP5jl85/7NG5j11RPf8mU/R/T9El3tdgRNzQ//0kRyy3srIiZcqULFq0iBcvXpAwYUIAvL29SZo0KVWrVuXzzz+nSJEi9OrViy5dupAqVar/3KoR1S/bxjru/ig+BTr/sUvnP/bo3Mcunf/YpfMfe3TuPy3xvotUkiRJAAgICIi0PDAwMNJ6wJJcvHjxgilTptCjRw9u3rzJ6dOnad26NTly5KBevXqsX7/+A0UvIiIiIvJxifcJRkTtxfXr1yMtv3btWqT1r5s9ezZ58uShRIkSlrkvkiVLZvnfBw8exGDEIiIiIiIfr3ifYGTKlAkXFxfLnBcRtmzZQubMmUmfPn2k5f7+/vz22290794dwDL3xcOHDwG4f/8+KVOm/ACRi4iIiIh8fOJ9DQZAx44d6du3L46OjpQvX57t27ezceNGxo4d+8a2kydPpnLlyuTIkQMAFxcXcuTIwahRo6hVqxZLliyhZcuWH/oQREREREQ+CvF+FKkIixYtYvbs2dy5c4cMGTLQpk0b6tatG2mbGzduULduXdatW0e6dOksy8+dO0ffvn25ceMGNWvWpF+/ftja2n7gIxARERERif8+mgRDRERERERiX7yvwRARERERkbhDCYaIiIiIiEQbJRgiIiIiIhJtlGCIiIiIiEi0UYIhIiIiIiLRRgmGiIiIiIhEGyUYIiIiIiISbZRgSKw6efIkZrM5tsOIdWFhYfj6+hIcHIymphEREZEP5dKlS0ydOhVfX99o26cSDIkVhmEwYcIEGjRowLVr12I7nFgTHh4OwOPHj/nxxx/Zs2cPJpMplqMSEXmTYRiWa5aIxH9Hjx4FIEGCBCRNmpTevXszd+5cnj9//j/vWwmGxArDMKhUqRJJkyZl8+bNn9xT+6CgINq2bctvv/0GvGrBSJs2LQsWLOD69ets3LgxliOUfxIWFhbbIchrDMN44zv51K4p0Sni3B06dIiWLVsSEhJCeHg4JpMJa2vrWI5OYoKuaZ+WsLAwxo0bR6NGjXj8+DHOzs40atSIAQMGsHnzZnr37s2TJ0/+p89QgiEflNlsJjw8HCsrK3Lnzk21atVYtGgRd+/eje3QPojz58/z+PFjHBwcKFKkCIULFwYgXbp0FC1alD/++ANPT09OnjzJixcvYjla+buI7nw2NjYAXL58mYCAgNgM6ZNnGAYmk8nynVy6dAnA0hKoROP9RJxPgHv37rF37162bNliSSwWLFhgecr58OHD2AxVosHfr2n37t2LzXDkA7GxsaFQoUIkT56cWbNmWZZXr16dvn37cujQIUaMGIG/v/9//gwlGPJBWVlZYW1tzcWLF5k5cyYFChTg7t277Nmz56Ovxbhz5w61a9dm586dALRp04aCBQvy8OFDzp07x/79+7G1taVIkSL06tWLhAkTxm7A8gYrq1eXTG9vbypXrkz79u1p2LChWpxikclkIjw8nClTplC2bFk6dOhA/fr1mT17tmW9RM3t27cZOXIkZ86cAaBIkSKULVuW2bNn8/DhQxo2bMi0adO4ePEiw4cP5+eff+bWrVuAErn4KuKatnDhQmrWrEnLli1p1KgRp06diuXIJCaYzWZCQ0MBcHd3p0KFCnh7e1tasEJDQ8mfPz8dO3bk4MGDzJ079z9/lhIM+aBevnzJ8OHDqVu3Lrt27WLhwoUALF++/H/KlOODdOnSkTt3bnbt2mV58jdo0CAaN26Mo6MjkyZNonPnzhw7dowLFy7EcrTyrhumIUOG8Ntvv1G3bl2+/fZbXFxc8Pf3V0vGB/CuhxCTJ09myZIltGzZkjZt2uDq6srIkSOZMWMGgYGBHzjK+OXhw4dcv34deNX6s2nTJk6fPg1AqlSpqFWrFmfOnGHgwIFkyJCBRYsWsXDhQvr378+OHTvYtm0boEQuPjCbzW9c10JCQvjhhx+YOnUqXl5eeHl5YW9vrwFYPlJWVlbY2tpy5coVVq9eTebMmQkKCmL+/PnAX3/36tWrR8mSJVm4cOF/vzczRKKZ2Ww2wsLC3rru0KFDRrly5YwFCxYYT548Me7du2dMnjzZyJkzp7Fy5coPG2gsOHXqlJE3b17Dx8fHMAzD2LRpk5E7d25j48aNhmEYxsWLF42KFSsaffr0ic0wP2lhYWFGeHj4W9fduHHDqFGjhvH7779/4Kg+beHh4YbZbH7ruitXrhiFCxc2xo8fbwQHB1uWDxw40MifP/8ncV35r86ePWuULVvW6Natm2VZzZo1jUaNGhkNGzY0lixZYty6dcto27at4ebmZsyfPz/S++vUqWM0a9bMuHnz5ocOXd5DeHj4O69px44dM8qVK2fs3LnzA0clH5rZbDaCgoKMkSNHGrly5TIaN25s1KlTx3BzczM8PDws20X8Vnbt2mWUKlXKGDdu3H/6PLVgSLT6eyGg8drTErPZzN69ewkNDaVatWo4OjqSOnVqmjdvTuXKlZk/fz7Pnj2LrdA/iLx58+Lk5MTWrVsJCAjAw8ODfPny4e3tzcuXL8mQIQO1a9dm/fr13LhxI7bD/SRZW1tjZWXFjRs3WL16NRcuXLCMqHHnzh2ePHnC48eP8fHxYcmSJYwcOZK2bdsyceJEzp49G8vRf5ysrKwwmUycPn2a0aNHs2TJEi5evAi8qoMJDw+nUqVK2NnZERgYyOTJk1m5ciX58+fHxcVF3Xfewc3Njfz583Pp0iVOnjwJwLNnzzh58iT37t0jb968pEyZkgoVKmAymUiTJg3w6qk3QP369Tl79ix79uyJtWOQf2dlZYWVlRU3b95k2rRpLFq0yNINzmw2c+/ePWxsbNi3bx8bN25k2rRp9O3blwULFnz0PQs+Vm8b7c1kMnHhwgXWrFnDgAEDmDBhAt7e3nz99dfcvXuXxYsXA38V/OfJk4eCBQuye/duS7eq92Hzvx2CSGTW1tYYhsGMGTM4ePAgGTNmpGzZspQoUYKECRNy+/ZtkiZNSnBwMPAqAUmQIAFNmzbl66+/5uDBg1SuXDmWjyJmDRs2jG+//ZbatWvj7u5Oo0aN6N27NwcPHqRcuXJUrlyZJUuWsHDhQnr16hXb4X5y7t+/z9ChQ9m+fTvOzs7cvXuXPHnyMHLkSIoVK0bJkiWZPXs2VlZWhISEkCJFCpInT87+/fvZsmULa9asie1D+Og8fvyYkSNHsmnTJnLnzs2qVauwsbFh2LBhpEiRgpcvX3L27FkWLVrEihUrcHZ2pkePHri7u3Ps2DEyZMhguTmWvx4EWVlZUadOHUaMGIGvry9ZsmShWLFiHD58GDc3N9KkSYOdnR1FixYlW7ZsrFixgsqVK1sKghs0aMD8+fPx9fWlcuXKpEiRIpaPTN7m8ePHjBgxgvXr15MzZ06uXr1KtmzZ+OWXX8iUKROlS5emZcuWODg4EBQURPLkyXFwcGDlypVcu3aNzp07kyhRotg+DImC8PBwrK2t3zna28qVK7G1tcXDw4PkyZMD0LJlS/z9/Zk2bRoNGzbEzs4OwzBwcnIiR44cXL9+nStXrpAjR473ikUtGBKtLl68SIMGDVi8eDHp06fnwIED9OnTh0GDBgFQvnx5bt68aSkMjOi36+zsTOrUqVm3bl20jL8cl7m7u2M2m/Hx8SEoKIjy5cuTPXt2FixYQFhYGK6urtSqVYsFCxbg6+vLjh071L8/BrxrPP8lS5Zw+fJlJkyYwMSJExkxYgQPHz6kT58+3Lhxg+HDh+Pt7c3w4cNZvnw527dvZ+HChXTs2JEHDx5YRjGSf/b3VgXjLXMsRPQB3717NwcOHGD06NFMnz6dpUuX8sUXX5A6dWoyZMhApkyZ6NevH2fOnGH48OEsW7aMJk2acOXKFUaMGPHBjiku2rVrF48fP460LKKVbteuXVhZWZEqVSp8fHx48uQJo0ePpk6dOpw5c4a9e/cC4OLiQt26ddmxYwfnz5/HysqKsLAw7O3tqVevHqdOnWL79u2xcXjymoh/P3//t7VhwwYuXLjAlClT+O2335gyZQodO3YkQYIEpEiRgtGjRzNnzhz69evH0qVL2bp1K5s3b6Z+/frs2bMHOzu72DgceYeIa+XrPR0ivvOIxOL333+nXbt2jBkzht27d/Py5Uvgr9HC0qZNa/m9pE2bFi8vL+7cucPWrVsBLC0WxYsX5+rVqzg4OLx3nEow5L2Fh4e/cQGLuBFYu3Ytz549Y+LEifTv359169bx008/sXr1ahYtWkSePHlIly4dixcv5tGjR5b33717l0ePHrFp0ybLxC8fK5PJxODBg9m4cSNnz54ladKkNGzYkD179nDy5EkSJEhAnTp1yJgxI+3bt2fo0KGWIkz530VcVN/2hOfevXvMnz+fkiVLUr58ebJly0bVqlVp1aoVhw4dYvHixdjY2JAnTx6KFSuGm5sb1tbW2NnZceHCBbJmzYqzs7O65PwLs9kcaRjZv3etjOgqaWVlRXBwMAsXLsTFxYUyZcqQKFEi0qVLR8eOHXF1dSVx4sTUq1cPGxsbunXrRs2aNUmSJAn+/v54e3uTPXv2T/bp64wZM/jxxx/fGM/+5MmT1KpVi169euHt7Y2fnx9nz561jIbWqFEjrK2t2blzJwEBAdjb21O6dGnSp0/PnDlzgL8eDjVo0IAXL15w//59TcIXS/5+TXu94P7ly5fs3buXpEmTUqZMGcxmM/nz5yd37twEBARYWizc3d3x8vIiX7582NvbExISwqNHj0ibNm2sHJO8m8lkYu/evXTv3p1du3ZZlsGrLqMNGzZk7ty5JE6cmO3bt9OlSxeGDBkCQO7cubl9+zZnz57F2tra0t3R1dUVBwcHy79vW1tbALJly4ajo+N/Gi1OXaQkysxms2WYWXg1WVxEVmtlZcXTp0/ZunUrRYoUIVeuXMCrH+OFCxcwDIMrV65Qo0YN2rRpww8//EDChAlp1KgRNjY2rFmzhgYNGnDu3LlP4ml9tWrV6N27Nzt37iRv3rx4enry+++/s2TJEvLly0euXLmYOHEily9fpnz58rEd7kfh703H3t7enDx5End3d4oXL0769Om5fv06L1++pEyZMsCrWU7HjRvHwYMH+eyzz6hZsyZms5n169czfPhw3N3dKV++PFu3buXIkSN06dKFBAkSxOZhxmkvX75k0qRJzJkzh7lz51K0aFFLYhESEsK0adPYuXMnSZIkoXbt2nh6epI4cWJevnxJ+vTpsbe3JywsDGtra0wmEwEBAVy/fp2GDRuyfv16hgwZgru7O66uruzYsYMrV67Qv39/EidOHNuH/kEZ/z+XRbNmzfjqq6/eOP5ly5Zha2vLokWLcHBw4MmTJ7Rp0wYfHx9q165N2rRpKV++PL6+vuzfv5/KlSuTIUMG6tSpw5w5c+jUqRPOzs6Eh4fj5OTEhg0b1AUtFr1+TduyZQvp06fHzc2NZs2aYWNjQ+rUqdm4cSMtWrQA4MaNG9y6dYukSZNSokQJRo4cyZIlS/jll1/o3Lkz6dOnZ9u2bfz5558MHTrUcrMpcUe5cuXImjUr27dvp0KFCqRPnx6AdevW8fDhQ8aPH0/WrFlJmDAhv//+OyNGjKBEiRIULFiQDBkyMH78eKZMmWJpnTKbzVhbW3P06FF2795N2bJlgVejzKVNmxYnJyfg/UaLUwuGRFnEeNmHDh2iVatWdOjQgf79+3P27FnCwsJwdHQkICCAdOnSERwczJAhQyhYsCCrVq1i4MCB1KpVi6CgIL744gs6dOjA1q1badOmDY0bN8bHxwcvLy+8vb2pUaNGLB9pzLOxsaFnz55s2LCBS5cukSpVKqpVq8aqVau4efMmABkzZlRyEY2sra0xm82cP3+eL7/80jKef//+/RkwYAAAOXPmJDw8nFWrVlG3bl2aNGlCsmTJWLBgAV26dGHRokVcvXqVSpUq4eXlxaVLlxg/fjwBAQFMmjSJL774IpaPMm5bvHgx8+fPp1+/fuTMmdOyfMOGDXh6erJx40by5MnD48ePGTNmjOWJer58+fjjjz+Av5r4Ac6ePUv37t25dOkSU6dOpXz58pw9e5bff/+dhAkTMmfOnI++puttIm4CbG1tMZvNzJ49m3379gGvbhiWLVtGnTp1yJw5M2nSpMHNzY2OHTsSGBjIunXrAGjcuDHh4eHs2rWL4OBgEiVKRLly5QgKCuK3334D/rqxVXIRux4/fkzLli2ZNm0aWbNm5c6dOwwfPpzOnTvz6NEjOnToQPXq1QkJCeH58+eUK1eO/v37U7t2bTZv3sz+/fvx9PSkRIkSLFmyhEGDBnHv3j3Gjx9PuXLlYvvw5P9F9BSJ6L7UunVr9u7dy5EjRyzbrFy5Eg8PD/LmzWuZS+vhw4eEh4eze/duUqZMSbNmzdixYwcTJkzg9OnT3Lp1i99++43ixYtTvnz5SD0msmbNyt27d//bvFz/aewp+WTNmTPHKFmypNGtWzdjyJAhRrly5Yzy5ctbhu389ttvjTx58hi5c+c2atasaSxbtswICAgwnj9/brRq1cqYNWuWYRiGERISYty4ccPYsWOHsWXLlkif8a4hbj82L1++NNzc3IyxY8ca4eHhxoMHD4yjR4/GdlgfhbCwsDeGNd23b59RsWJFY8CAAUbXrl2NGzduGM+ePTMmTJhguLm5GVu3bjUMwzC6detmuLm5Gb169TIuXLhgef+uXbsMNzc34+DBg5Zljx49Mh4+fPhhDiqeCwoKMgYOHGgULVrUMAzDeP78ufH8+XMjICDAaNy4sTFw4EDD39/fMAzDuHnzplGhQgWjefPmRnBwsLF169a3DpO6fv16w83Nzbh+/bplWcQ+PzV/v26GhIQYM2bMsPyehw4dagQGBhq3b982ihcvbsydO9cwDMMytO+jR4+Mli1bGl9//bXx9OlTwzAMo2fPnkbJkiWN9u3bGyNHjjSuX79ubN++3Xj8+PEHPTb55+GzlyxZYri7uxs7d+40goKCDMMwjD/++MOoUKGC0bVr13fu89KlS0aRIkWMmTNnGobx6rdw8+ZN486dO9F/APJeTp48afk3ZxjGO7/7UqVKGR07djTu3btnPH/+3KhWrZoxePBgwzAMY/jw4UbBggWNsmXLGgsXLjROnDhh+Xs1evRow93d3ShTpoxRpkwZw8PDw/D19X3j7+bOnTuNPn36GI8ePXrvY1ALhkRiGIZliLLXmc1m7t+/z8KFC6lSpQoDBw7k+++/x9fXl7JlyzJ06FDu3buHh4eHpevT2rVrqV+/PokSJWL//v388ccflqZ6W1tbXFxcKF++PFWqVAH+GhrtXaMffGzs7e1p3rw5wcHBhIWFkTJlSgoVKhTbYcVrEfVBEV1oIvqXApQsWZKHDx+yePFivLy8cHFxIUmSJFSvXp0CBQowdepUAD7//HNMJhNZsmQhffr0mM1m7t69y7x58yhVqhT58+e37NPJyUkj5/yLiO8kQYIEFCtWDCsrKypVqsTnn3/OtWvXOHPmDIcPH6Zx48YkT56cR48esXPnTktdy44dOyhXrhxeXl788ssvbNu2jbt373L16lW2bt2Kl5cXqVOntnxe4sSJP8mai79fN21tbVm/fj3p0qWjXr16bNy4katXr2Jvb0+GDBksBdx2dnaEhYXh5OSEq6srR48etRRst23blurVq3P27FlsbGxwcXGhQoUKJEuW7EMf3ifLeK1418rKikePHvHw4cNIk+Dt2rULZ2dnPDw8LF00L1y4wO3bt7l165Zl+xUrVrBt2zaCg4N58OABy5cvJ126dNSsWRN49VtwdnZW3UUc4Ofnx6xZszh+/DjwqgfJvn378Pb25syZMzx9+hSA5s2bs3PnTs6cOYO9vT0ZM2Zk+fLl5MmTh507d1p6SlSrVo3JkyezfPlyALp27crSpUvp3bs3ffr0YefOnZQrVw6TyUR4eLilrqdYsWIMHTrU0kXqfagGQ4C/6itMJhM2NjaYzWZu3bplGabQysqK8+fPc+3aNaZMmUKSJEkAOHjwIIcOHQLg+vXrlCpVilKlSrFu3ToKFixI1qxZuX//Pr/99hvu7u7UqlXrjc82/r+/8OtdHz4VPXv2tHQ9k/dz4cIFUqRIgZOT0xv1QcePH2fhwoUEBQVRqVIl3N3dSZ06NW3atGHChAmREo+sWbPi5eXF8OHDOXToEO7u7nz99dcsWLCA5cuXU6hQIQ4fPoytrS3ff/899vb2sXXI8crfa15OnjzJrFmzePbsGWFhYUybNo08efJw7tw5WrRoQbZs2bhw4QLDhw/n8ePHVK1alU2bNrF69WqqVKnCgAED6NChA127diVr1qw8evSIRIkSMXTo0E/yO4m4bkbw8/NjzJgxNGnSxNK10sPDg127djFz5kxWrlzJtm3b6Ny5M0WKFGHz5s34+PhQqVIly7U3NDQUk8nE0qVL8fLywtXVlZ49e/LDDz/ExiEKf3V3u3btGoMGDeLkyZOkSZOGsmXL0rt3b4KCgnjy5AlOTk74+/uzYMEC5syZg62tLX369KFYsWI8efIEOzs71q1bxx9//EHp0qW5du0agYGBdOvWTV3c4qAGDRowefJkNm3aRMaMGZk0aRIHDhwgderUjB49mvLlyzN27FhatWrF5MmTWbt2LR4eHnh4eHD8+HE8PT0jjaC3a9cudu7ciZeXF/Dqns/Z2RlnZ2fLNm8b4vY/dY36f7qzEeCv+orw8HBGjx5NmTJlaNWqFU2bNrUkEGFhYdjY2PD48WN2796Nl5cXLVq0oECBAixZsoTQ0FDSpUvH4MGDKVCgAIMGDaJbt2506dIFR0dHfvzxRxwcHN4YheB9ioY+Nkou/ps7d+5Qq1YtfH19gb/O440bN2jfvj3NmjXj5s2bXL16lYEDB7Jw4UIAmjZtirW1NUeOHIk0mEDJkiXJnj0748ePB6Bbt26MHj2amjVrEh4eTvPmzdm8ebP6I7+HiD9S165do169evTs2ZOSJUvSqlUrbGxsLP18M2XKRK9evdi1axf169fHxsaGX3/9la5du5IzZ0727t3Lrl27SJ48OePHj2fOnDnUqlWLH374gc2bN1O0aNHYPMxY8/frpp+fH3v27GHMmDHcvn0bgMyZM/PkyRMcHByoWrUqq1ev5tatWzRo0IDUqVMzfPhwTp06xZ07dzh48CBnzpyhTJkyODs7WyZY06AFsevcuXNs376dadOmkThxYvr06UPmzJmZM2cOq1atwsHBgUyZMuHr60vFihVZvXo1Xbt2ZdOmTTRr1oxJkyaxZs0akiZNyvDhw/n555/Jnj07zZs3Z9++faobiyPMZvMbNRbffPMN+/btY9GiRQQFBeHt7c3MmTPp2LEjW7duZcyYMcCrVoxt27Zx9OhRatSoQZEiRdi7dy9//PEHZ8+e5eDBg8yYMYNy5cpZHj68/kDX+NsQt9HmvTtVyUfh7/3snj59akycONE4ceKEUbduXWP+/PnG3LlzjapVqxqlSpUytmzZYly7ds0oXbq0kTdvXqNQoULGTz/9ZFy8eNEwDMPYuHGjUadOHePkyZOGYRjGixcvjJs3bxo+Pj7G3bt33/m5Iv9VvXr1jO+++8548OCBZdnYsWONhg0bGidOnDCCg4ON0NBQo2HDhkbNmjUt9RT9+vUz3N3djUOHDlneFxYWZkyZMsVwc3Mzzpw588GP5WPw93/b58+fN1q0aGG0bNnS6Nu3r3HixAkjNDTUuHz5stGoUSOjQYMGkbZv2bKl0aVLF8vrgIAAo0GDBkauXLmMChUqGC9fvvwQhxFvrFq1yvD29ra8Pnv2rOHp6Wm4ubkZ/fr1M27dumX88ccfRsWKFY1Lly4ZZ86cMdzc3Cx1cCdPnjRq1Khh5M2b16hevbqRJ08e48cffzTu378fW4f0yTl16pSlZiKiFuZ1T548MWrWrGlUqVLFqFOnjnH58mXL8latWhl169Y1zGazcfHiRcPNzc349ttvjcDAQMMwXl3T/Pz8jAIFChgTJ078cAcl7+31+oq/11oUK1bMcHNzs9RMGcar73b8+PFGwYIFjZMnTxovXryw/PsNDQ01bty4YbRt29YoVKiQUaVKFaNgwYJG27ZtLb+fD0WPTz8xEf3q/v7069ixY0yYMIGGDRtStmxZGjduTNOmTZk5cyaurq4MHz6cjBkzUrRoURwdHfn1118ZMGAAWbJkISwsjI0bN/Ly5UtLc5uDgwPOzs5UrFiRNGnSEB4eHmnse5H/1aBBg/Dx8eHEiRMA+Pv7M2vWLCpXrmypkzhx4gQmk4mHDx9aRsfp1KkT/v7++Pr6WmaUt7a2plixYjg6OuLj4xM7BxTPRdS8HDhwAIDg4GCCgoLYs2cPRYsWJX/+/NjY2JAlSxbKlCnD1atX2bZtGwCXLl3i9u3blmGv/f39WbFiBaGhoXz33XcUK1bso5+A832tXbuWUaNGWUaHCgsLI0+ePHh5eXHt2jUmTZpEkSJFuH//Pg8ePCBXrlzkz5+fdevWcenSJfLly8fcuXP57bffqF+/PgsXLmTgwIGkSpUqlo/s0zBixAi++OILy/UrYrjQkydPEhAQYBmZsXbt2ty6dYsCBQqQJUsWAJImTUqjRo0sc5e4urpSu3ZtTp06xZw5czh16hTHjh1jzJgx5MiRg/r168faccrbvT5nTERtzbBhw2jbti1Lly61tEI2a9YMwFK/avx/jWGjRo2ws7Nj+/btODg4ULduXbZt28bx48dxcXFh3LhxrF27lu7du7N27VqmTp1q+f18KEowPjERTWCnTp1i586dXL16FYA8efLQoEEDrK2tLeMfw6sZXL/44gvu3buHj48Pbdq0wdHRkUmTJllu7n799VdOnjxJs2bN3loIFPEPQt2BJDrlzZuX5MmTs23bNp4+fUqCBAnw9PS0DEs6d+5chgwZQubMmUmfPj179uzh1q1bpEuXjipVqrBlyxbOnTtn2V/+/PlZs2YNnTp1iq1Dijdeb85/fdmvv/5K06ZNuXHjBnny5KFChQoAODo6AlhqX8qXL4+zszPe3t4AZMmShVy5crFu3Tratm1L69atmThxIl988QXNmjVjxIgRpEyZ8gMeYdw3evRoypYtS//+/bl48SJZs2bl5s2buLu7U7duXbZu3cr8+fPJlSuXJQnp3LkzZ86cYceOHQCkTJmSwoUL06JFC/Llyxebh/PRCwkJsXQ3hlfDAAPs37+foKAg5s2bR4kSJWjdujWNGzdm0aJFAFSvXh1XV1f8/PwICgoCXiXzhQsXpnDhwpZ/Qz179uSLL75gxowZ9OjRgzZt2hAWFsagQYNUtB2HGIZhuSeKcPfuXTp06MDRo0d58uQJgwcPZvr06cCrbr0RXUpfvnyJyWTCbDaTJEkS8ubNy/79+wH49ttvLQ/SgoODSZAgAc7OzlStWhUXFxfMZvMHnwhTd3wfMcMwLDcBxv/3sdu3bx9169alWbNmDBw4kMaNG3Py5ElSpkxp6V/+8OFD4K+bgbx585IlSxZ27NhB7ty5GTFiBC9evGDIkCF06dKFTZs20aVLF7788su3xqFWC4kpw4YNY8uWLfj5+ZEwYUKGDRtGihQpLH9ov/jiC4YNG0atWrU4ffo0W7duBaBjx45cu3aNvXv3Wv6N2NraqtgxiqysrCyTa76+rEaNGiRNmpR169ZhMpkoXbo0mTJlYsGCBcBfDzhy5cpFmTJlOHPmDPv378fKyoqOHTvSo0cPrKysKFasGBs2bOCrr76yPNmVyJIlS2aZnXfUqFGEhYWROXNmDh06xOeff06rVq0YOXIkjx494smTJ4SHh1OmTBly5cpF4sSJNdv8B+bn50eHDh0stS0uLi5UrFiRbdu2sWjRIjZu3Mi3335Lr169AJgwYQL379/H2dmZsmXL8vDhQ8voXoZh4OjoyJdffsmJEyfYu3cvqVKlokOHDmzevJnBgwezevVq5syZE2m+GYk9EX9nTCYTJpOJo0ePMmDAALy9vVmzZg0pU6Zk2rRpzJkzhzp16lhaIxIlSkStWrVYv349ly5dAv66/j558oS0adMSFBREmjRp+Pzzz8mdO/cbg14YhhFpEJQP5oN2yJJYdfPmTaNu3brGDz/8YJw5c8Y4fvy4MWrUKMvcC3fv3jWaNm1qNGzY0DCMyH0BK1eubAwbNszyOigoyLh+/bql5iKCaizkQzKbzUbBggWNwYMHG8+fPzcMwzCmT59ueHp6Rqr9iZjronz58sb58+cNwzCMxYsXG8+ePYuVuOOb0NDQN5ZNmjTJqF69unHlyhXLsuDgYKNfv35GhQoVjPv37xuhoaHG2LFjDTc3N+PatWuWbQzDMI4ePWrUrl3baNGiRaT9vmu8d3m7nTt3Gg0bNjTat29vrFmzxqhYsaJlXZcuXQw3NzejU6dOxosXLwzD0DU6tuzfv98oVKiQMWHCBOPFixfG1atXjUuXLhlubm5G4cKFjV9//dUyl8mePXuMkiVLGj/++KNhGIbh5+dn1KhRw+jYsWOkfT58+NCoWrWq0bhxY8v3K3HbvXv3jPnz5xtFihQx6tWrZ+TKlSvSPEyG8er79/T0NHr06GEYhmHcvn3bUmNz7949IzAw0Ni1a5dRunRpY+3atbF1KP9KLRgfEeMtT6Tmzp3L2LFjMQyD7du3ExAQQIsWLciVKxcFChSgR48e5MiRA3g1G+tnn33G8ePH2bJli6VL0/Hjx3n8+DGZMmWy7DdBggRkyJDB0qweMYeFWivkQzKZTAwePJhNmzZx7tw5DMPg5MmTJEiQgDRp0hAaGsqRI0fw8fGhXr16pEuXjmvXrgGvhgGMGG5Z/lnEiCOnTp3izJkzAKRNm5anT5+yZcsWy3Z2dnbUr1+f+/fvs2nTJmxsbPDw8CB16tRMnDgR+GvErwIFCpA7d24eP37MkydPLPtQV8r3U65cObp168a+ffuYP38+yZIl4+TJkwC0b9+eevXqUa1aNUt9i67RH1bE3+VixYpRokQJpkyZQqFChfD19SVr1qyUL1+ewMBAChcubHnCnC9fPqpUqcKKFSsIDAwkZ86cFC9eHD8/P8vIeYZh4OTkROvWrSlXrpxG+4pDjNd6j0QICwvj+++/p1+/fqxZs4aff/6ZRYsW0aNHDwDLv1l49VspWrQo+/fv59KlS6RLl45atWqxZcsW2rRpQ/fu3enUqRMFCxakVKlSkT7HbDbHmdZJXck/EsbfxkQHCAwMZNy4cZZJx+zs7Hjw4AFz585l5MiRdO/enWrVqlGzZk369u3LhQsXqFixIgULFqRfv3506tSJ+fPnM3ToUHLkyEH16tXf+fmf4hwWEjdUq1aNx48fs2vXLssEeTdu3KBjx44MHjzYMm9C586dWbBggaVGQ6Juy5YteHl50apVK1q0aMFXX31FuXLlyJIlC9u3b+fRo0eWbXPmzEmFChVYvHgxz549I1euXFSrVo3Nmzfj7++PjY0NoaGhWFlZ0bNnT1asWKGJ2/4HJpOJ4sWL88MPP3Dx4kX+/PNPAgMDAXBzc2PYsGHUqFEjlqP8tLw+WW3E3+Xt27dz6tQpwsPDqV+/Pt988w0ArVq1Al4NRxtxU5o0aVIqVqyIjY2NpS9+zZo1sbe3Z+nSpZb9mkwm6tevT5s2bZQ4xgGGYRAeHo7JZHrjQYmNjQ0ZM2bk+PHjmM1mPD09sbOz48svv6REiRIcOHDAch21s7OjQoUK2NraWrqXtmvXDgB3d3eKFCnC1KlTmThx4ht1rxHzmcUFSjDisdezVJPJxL1791i8eDFXrlwBXo3MEhwcTIkSJQBo2LAhFSpUYPfu3axduxY/Pz8KFSpEoUKF8PHxYerUqSROnJh69erx8uVLDMPgwIEDuLq6Mm7cOEuhpkhcYmNjQ8+ePVm7di3Xrl2jefPmtG3blsePH3PhwgV69OjBmDFjSJcuXWyHGi8dOXKE0aNH4+HhwYwZM+jZs6dlRKgKFSpw584dNm7cCLx6eubg4EDlypW5ePEiu3btIkGCBFSoUIHg4GDGjRsHvKp3Af7T7LDydp999hnt27enTJkykVqb5cOJ+Jsc8cDtzz//5N69e8CrlqZJkybh6elpGT0NoGjRouTIkYNt27Zx8+ZNy/L8+fNToUIFlixZAkDhwoXJmjUrYWFhljoOiVtMJhPW1tYEBQUxZcoURowYwcqVKy3fa/369cmYMSMPHjywPARImDAhFSpU4N69e2zYsMGyL3d3d4oWLcrWrVu5ffs2rq6utGvXjiZNmtCqVSvc3d0BPnjh9nuJnZ5Z8r94W3/ogIAAY+jQoYabm5tRqVIlY8+ePcamTZuMYsWKWeaqiHhvUFCQpT90hGbNmhlt2rQxQkJCjIsXLxq1atUyvv3220jbqG+0xFUvX7403NzcjLFjx1r+fTx+/Dh2g/pIdOvWzfjmm2/eed2pX7++0bRpU0sNjGG8qm9xc3MzWrRoYQQGBhrPnz835s+fb/j5+X3I0D8ZEXUVISEhsRyJGIZhLF261KhYsaJRvnx5o0yZMkbz5s0tf3M3b95suLm5GQsXLrRsv2nTJsPNzc1YtmxZpP1s2LDBcHNzM6ZMmWIYhq5pcVnEv8GNGzca7u7uRrVq1YwWLVoYefLkMWrUqGG59k2dOtUoU6ZMpO/63r17RoMGDYwmTZpY5jExDMNYsmSJUaZMmUj1GRHiw/2YWjDiEeNvT0dOnTrFpk2bePLkCYkSJaJfv37MmzePZMmS0bdvX77//nsyZcpkGRnHMAxsbGx48OABQUFBvHz5kpCQEE6fPs3du3cpWbIktra2ZMiQgdq1a7Njxw4uXrwIvMqS1Tda4ip7e3uaN29OcHAw4eHhGIahbjfRJGnSpNy4cYMFCxYwefJkvv/+e+rWrctnn33Gtm3byJs3Lzdv3mTZsmUA3Lt3j+PHj9OgQQP27t3LtWvXSJw4MY0bN9aINjEkoktERMuQxDzjHf3c169fz4wZM6hVqxZDhgyhYcOGXL16la5du3LhwgXc3d0pVaqUpesTQNWqVUmfPj2bN2+2tHgAFCpUiO+++84y3LOuaXHD660GEb8Dk8lEcHAwc+fOpVy5csyePZtJkyaxbNkynJyc6NevHw8ePKB27dokT56cLVu2WGbsTp06NeXLl+f27dusX7/esu+aNWuyefPmSN16I7rRxYf7sbgfoVhE/BHx8fGhZs2aNG3alH79+tGsWTPL8HXFihVjxowZ9OrVi4CAAE6dOsXq1at5/Pix5f1Tp06lXr16fPvtt/z00080b96c9OnTU6VKFeBV/7+yZcuSMGFCfv31VyAGppAXiWY9e/akd+/e2Nvbx5k+qB+DVq1aYWdnx6RJk5g1axaHDx/GxcUFKysrhg0bRpIkSXBzc2P48OG0bt2aZs2acfbsWbp168bRo0fJlStXbB+CSLT5p0ljnzx5wtSpU8mePTsdOnSgdOnSdOrUiV9++YVz586xZMkSkiRJQp06dbh9+3akrlLt27dn165d7N2717Isbdq0tGvXDjc3tw9ybPLPIm7uI+6HHj16FOl3sHPnTvz8/KhUqRLp0qUjQYIEuLi4kChRIs6cOcOxY8dIly4dZcqU4cKFC5b5aOBVLWFoaKhlXgt4NWFxwoQJ35iUL75QZW4cZfz/KAR/v7Ffs2YNEyZMoHLlylSuXJk7d+4wdepUZs6cScWKFQFIkiQJNWvWZNWqVRw8eJB58+Yxb948vv32W2rUqEG/fv3InDkzp06d4vHjxwwbNuyNwteMGTPSpUsXzeoq8UZ8uvDGJ87OzixZsoSgoCCePXtG9uzZLesKFChA2rRpadCgAblz5+b06dPUqFGDNm3aaP4K+ShF/E2+efMmZ8+eJUeOHKRMmZKECRNy/fp1rl+/TvPmzS2//7CwMAoWLEj58uXZs2cPN27csBTq/vLLL+TMmZMnT57wxRdfMGnSJF3H4rCI72b79u3MmDGDwMBA0qdPT506dfDy8sLW1pbg4GDc3d25e/cuv/76K2vWrCFbtmyMHTvWMpN27dq12b17Nxs2bMDT0xN4Ndno5MmTyZs37xufG18f8CrBiIOM/x8RytraGrPZTEBAAEmTJsXf358ZM2ZQtGhROnXqRKJEiXj27BnLly/n2LFjbN++3TLyxN27d7l58yZt2rTBy8uL/v370717d5YvX063bt1o3bo1L1++jDS0XXh4uOWH7ODgQKNGjWLrFIhIHJI0aVIePHhA5syZgVeTcO7YsYPkyZPj4uJChgwZ6NixY+wGKRKDIv4u37p1i2HDhrF7927SpEnDgwcPKF68OMOGDbMU1z9//jzS++BVEX6HDh14/Pgx+fPn57PPPmPEiBFUrVqV/PnzM23aNHx8fOLtzeTH5vWuTxFCQ0OZPHkyixcvpnLlyri4uLB9+3auX79OeHg4KVKkIHHixNSvX5+bN2+SK1cuRo8eTcWKFfHz8+Onn35i/Pjx5MyZkxw5crB7925OnDhBgQIFACzJhdls/igSTSUYccTrQ5uZTCYCAwMZP348vr6+pEmThsaNG1OqVCkCAgKoXbs2iRIl4tKlSyxcuJDQ0FBSpEiBt7e3pRXDysqKmzdv4urqiqurKzNmzGDp0qWcPn2alClTAliSi4jEQhc2EXmbp0+f0qdPH65cuULt2rUJCwtj/fr1VK1alSJFigBvHypbJL56/YEb/HWjOWXKFJ4+fcqECRNInjw5hw8fZuLEifz444+0bduWsmXLsnr1aho1aoSNjY2lLsbW1tbSTx9eJRzOzs7cvXuXunXrfvDjk7d7V+8RgIcPH7J69Wp69epl+c5atGhhmQogTZo0lC5dGh8fH2bNmkWJEiUsv5tly5Zx6dIlnjx5gpOTE+3bt6dZs2aWucRe9zEkF6AEI9ZFZMkRP+bg4GDs7e2ZMmUKJ06coEKFCmzZsoUxY8ZgNpuZOXMmWbNmZd68efz6669ky5aN7t27s3nzZpYvX87hw4cpWrQofn5+hIeHkzZtWgASJ05M8+bN3xqDEgsR+SeOjo6MGjWKmTNncv78eRwcHBg7dizlypWzbKPkQj4GEU+P3/Z30dfXl1WrVtG/f3/Lbz9fvnykTp2a7t274+7uTrVq1ejTpw/z58/nm2++wdramoCAAFasWIGbmxtubm6WzyhZsuSHPjz5FxG9RwIDA1mzZg02NjaWIYLv37/Py5cvCQwM5Ny5c9y9e5c7d+5w8eJF3NzcqFmzJrVq1cLHx4c//viD5MmTkyxZMo4cOcLRo0f55ptvyJo1KwDZsmWL5SONeUowYlnEH+WzZ88yefJknj59SqFChTh58iTdu3enWLFifPbZZ3Tu3JkNGzYwfvx49uzZw+TJk+nUqRPNmjUD4OrVqwQFBfH7779TtGhRTp06RdKkSd8YD/2fsnMRkXfJnDkzQ4YMISAggMSJE8d2OCLRJqJo+/UJ0ry9vdmzZw+lSpWiTJkyZMmShevXr2NnZxcpsTYMgxo1ajB+/HgOHDjAgAEDqFevHr/88gs+Pj6UK1eO06dPc/ToUbp27UrSpElj6zAlCoKCgpg2bRpz584lTZo0PHv2jHTp0vHLL7+QPn163N3dGTx4MIkTJyYgIICECROSMGFC5s+fz8mTJ/npp5/4/vvvmTx5MsuWLSNFihRcvXqVL774gsaNG8f24X1QJuNdY63JB3Hjxg2uXLnChAkTSJQoEQD79+8nV65crFy50rLdTz/9hK+vL4MGDWLPnj34+vqyceNGQkNDuXv3Ln379uXhw4dcvXqViRMnki1bNkt/aREREXnT37tChYaG8sMPP3Do0CFSpUrFqVOnKF68OHPmzGH37t20bt2aJUuWkD9/fsuIUra2towcOZI1a9awZ88egoKCWLx4Mbt27eLx48ekTJmSb7/9lvz588fikcrr/v69R9i2bRujR4/m22+/pUSJEjx8+JAzZ85QunRp0qRJw8OHDzl+/DgPHjwgffr0FC5cmKdPn7JmzRpmz57N3r17sbe35/r165w/fx5/f388PT0/ySGG1YIRi+7du0edOnXIkSMHefPmpXv37iROnJivv/6aW7du8eeff5InTx7g1XjI+/btY/ny5aRIkQJ/f3927dpFkiRJWLt2LWFhYfz00084ODhEuoiFhYVZ5s0QERH51L1ewGttbc3Dhw/x9vYmceLEpEmThitXrjBt2jTSpUvHwoUL+eWXX9i9ezdubm6kSZOG2bNnM27cuEi1i8+fP8fOzo6HDx+SMmVKmjVrRuPGjQkKClKrRRzy95pTf39/EidOjJ2dHcHBwfj4+JAyZUpq1KhBSEgIKVOmJEOGDDx//pzQ0FBSpkxJ5cqVLd3Z4VU967Vr18iQIQMvXrzAxsaGjBkzkjFjxkif+3oL2adAd56xKE2aNJQpU4YtW7bQsWNHS7eDxo0bM2jQIHbv3m1JMIoUKULevHm5evUqWbNmJU+ePPTo0YOQkBCyZctG7969KVas2BufoeRCRETkLxFdk589e8b58+fp0qULSZIk4e7duwQHB9O8eXNLH/lKlSqxefNmJk2axKJFi6hbty7Tpk1j06ZNVKpUCSsrK86dO8fhw4epUaMGKVOmtNzE2tjYKLmIRQcOHODx48dUq1bNsiwisdi2bRuzZ8/m+fPnZMqUiV69epExY0ZsbW25ffs2rVu3xsHBgWvXrnHt2jUSJUpEvnz5GDduHFu2bGHGjBlUrlyZIkWKsHfvXv744w86d+5M8uTJI8Xw9zrbT4nuPmNZly5d2Lp1KydPnqRs2bLAqwlXZs+ezZ49e/Dy8rLUUdSuXZtBgwZx48YNpk+fzs6dO3F2dtZEViIiIu/wtpb8RYsWsWrVKmxtbfnmm2/45ptv2Lp1K0OHDuXSpUvAq5vDLFmyUKNGDYYPH86JEyfo0qULfn5+9OnTBzc3N3LmzImvry9p06a1jCwUcTOpgQ9iR8SIdr6+vgQEBFCtWjVLYf2dO3cYMmQIR44coWLFiphMJrZu3Ur//v35/fffadOmDQCnT58mLCyMbNmyUa9ePS5dusSKFStYuXIlFStWxNfXl9WrV7N8+XKSJUvGDz/8YJnT4nWf8m9ACUYsc3V1pUCBAhw7doy7d+9aRn364osv+OWXX9i1axdff/01AOXKlSN79uykTZsWKysry+R4KtwWERF5u4jk4tSpU1hbW5MrVy7Spk3L06dPefr0KSNHjsTBwYHatWtz7NgxNm7cyKVLl3B1dQWgZMmSlsnS5s6dy4gRI1izZg2nTp3i+vXrNGvWzDLgisQ+k8lEWFgYjx49sgyjHWHLli3cuHGDGTNmkC9fPsLDw8mUKRPjxo3D19cXDw8PBg0aRGhoKIZhWCZMvH37Nn/88Qe3b98mTZo0jBkzhsuXL2M2myONCKXhuv/y6XQGi8N69+7NmTNn2L17t2XZZ599Rtq0admyZQu3bt2yLP/111/p1q2bpR/f65PyiYiISGRbtmzBy8uLVq1a0bJlS7766isKFChAvnz58Pf35/WxbsqXL0+iRImYN2+eZVn27NmpWbMm+/fv588//yR58uQ0bdqUYcOGMWfOHCUXcYxhGNjY2HDt2jWuX79uWR4QEMCOHTvImDGjZf6JQ4cOcebMGWxsbFi+fLllksStW7dy9OhRnj9/jr+/Pzt37sRkMkXqbpU1a1ZLchEeHg582i0Wf6cEIw4oWLAgyZMnZ9euXfj7+wOvmlgrVqzIgwcPePbsmWVbOzs7zGYzZrMZ0I9ZRETkXY4cOcLo0aPx8PBgxowZ9OjRgwIFChAeHk758uVJkSIFCxYssGxfrFgxihYtio+PD/fu3QNe/T0uVqwYjo6O7Nixw7JtxCR6ErdETGgYMeoTvJq8LnHixJQoUYKOHTsC8Msvv9C3b18cHBxo2bIl27dvx8/PD4B58+bRunVrOnfuTKtWrRg1ahSff/452bNn522Dr+oh75s0TG0c4evry48//sh3331n6ccZGhqqC5iIiMh/1L17dx4+fMisWbPeqMMIDQ2lW7dunDt3jqVLl+Lo6AjApk2bGDlyJNWrV6dHjx6Wbf39/UmTJs0HPwZ5u3cNNRuhZcuWJEyYkJ9//pkkSZJEWte8eXMuXLjA999/j5eXF5cuXaJevXrUq1ePn376iXv37rFnzx5OnDhB6tSpadKkySc51Oz/QjUYcUSZMmV48uQJV65ciTQCBfz7PyIRERF5U9KkSTl27BgLFiwgICDAMgS8lZUVTZo0IU+ePJw7d44FCxbQvn17AEqUKEGGDBnYsGED3377Lfb29tja2iq5iGMi7ov+XvcQcc9UsmRJZs+ezYsXLyIlGJs3b+b8+fOMGzfOMvrmvn37CAkJYcmSJaRNm5a2bdtSv3596tevH2m/VlZW6jkSReoiFUdYW1uzZcsWunbt+sYIFEouRERE3l+rVq2ws7Nj0qRJzJo1i8OHD+Pi4oK1tTUjRowgJCQENzc3Nm7cSEhICADJkyenZ8+erFy50jLXgcQ9N27c4LvvvovUbQ3+umcqUaIEz58/Z//+/QCWruV37tyxJB1BQUEcO3aMrVu3MmDAAOrWrUv27NmxsrKybG82mzEMA2trayUX70FdpOKgiOHURERE5H/z7NkzgoKCePbsGdmzZ7csL1CgAH379uXly5cMHz6c4cOHW7ooS9zx93uiiBaLEydO0LBhQ8vM6n/38OFD+vTpY5lIMVGiRABcuHCBBg0akCRJEjJlysT58+fJly8fQ4cOVStVNNJdbByk5EJERCR6JE2alICAADJnzgxASEgImzdvxtHRkRw5clCzZk2mTZum5CIOef3Zt5WVFYZhcPToUeCv3h0uLi4kTZqUu3fvAn+1UESImFH9woULrFixgpcvXwKvRgWbPn06n3/+OWnTpuXXX39l5syZluQiYkQo+d+oBkNEREQ+Wk+fPqVPnz5cuXKF2rVrExYWxvr16/H09CRHjhwkTpwYDw+P2A5TiNwd6XUdOnRg586djBkzhurVqwPw6NEjUqZMyZ07d4C3P5wtU6YMX3zxBbNnz8bR0ZHatWsDf40W9rbaDXVLjx5KMEREROSj5ejoyKhRo5g5cybnz5/HwcGBsWPHUq5cudgOTV5jGIYlSXjw4AGnTp0ia9asZM6cmR49epA0aVL69+9PYGAgX3zxBTly5MDf399SJ/OuSe6+//577t+/z6RJk0iXLp2lsDtieyUWMUM1GCIiIvJJCAgIIHHixLEdhrzD5cuXGT16NHv37iVBggQkTpyY7t27W1ot2rRpw59//knPnj2pW7cuzZo1w9nZmaFDh741wYio33j06BETJ07k8OHDNG7cmC+//DI2Du+Tos7+IiIi8klQchF3nTlzhu+++w6AMWPGMHbsWOzs7Jg5cyZ//vkn8Ko1omLFigwfPpylS5eSPHlybG1tCQkJeWvrRUSLSIoUKfjhhx9o27Ytc+bMYf78+YSFhX2wY/sUqYuUiIiIiHxwvr6+pEqVity5czNr1iwSJkzIjz/+SMqUKbG2tqZ06dKsWbOGPXv2kCdPHjJlysTgwYN5+PAhq1at4tSpUzRs2BA7O7t/nTPMysqKmjVrUqBAATJkyPABj/LTpBYMEREREYkxb+uNbzab6datG5s2bQJeDSecO3du0qRJQ2BgIDNmzODGjRvY2dmxZ88erl69annv999/T9myZQkJCeH48eNA1OcMU3LxYagFQ0RERERijMlkwjAMfH19yZkzJ2nTpiUwMJDSpUtz69YtAFq3bk2ePHk4cuQI/fr1IzAwkEGDBnHnzh2GDRvGnj17LEMNu7i40K5dO/78808CAgJ48uQJyZIli70DlDeoBUNEREREos3f56QIDw9n7NixtGvXjt9++w2AJEmSYG9vT2hoKM+fP6d48eI8ffqU3r17U6hQIXx8fKhYsSKVK1cmLCyMXbt2cf36dQDLrOtlypThypUrSi7iICUYIiIiIhJtrKysePDgAf7+/sCr7ktOTk44OjqyYMECVqxYAYCbmxt//vknSZIkwTAMtm/fzvPnz+nSpQv29vY8f/6cSZMmYWNjw4kTJ/j1118BsLOzw9/fn1OnTuHo6EhgYGCsHau8nRIMEREREflP3jbz9Z07d6hQoQLDhw/n5s2bADg5OZEsWTIqVarEzz//zMmTJylYsCCPHz/m+vXrmEwmHjx4gIODAz4+Ply7do0lS5bg5+fH0KFDGT9+PIMGDQJezZOxbNkyli1bRvny5UmUKNEHPWb5d5oHQ0RERET+1bsmswO4dOkSjo6OJE+eHGtra7y9vZk9ezbu7u4MGTKEJ0+eUKpUKVavXs2QIUNwcHCgSJEiHDx4kJo1a1KnTh2uXr3K999/j5+fHw4ODlhbW9O2bVsaN24c6bPCwsLw8fHh/PnztG3bFjs7uw9x+PIelGCIiIiIyDtdvnyZXr168cMPP1CgQIFI63bt2sWoUaN49OgRDg4OuLi4MGTIEDJkyMCsWbMYN24cP/30E7Vq1eLrr7+mVq1alClThmHDhnHx4kUcHBzo3LkzVapUAeD58+ccPXoUs9lMhQoVLJ/zT8mNxD3qIiUiIiIi72RlZcWlS5dYu3ZtpAnqzp07x+DBgylYsCAjR46kRYsW3Lx5k++++47jx4/TsmVLvvzyS8aNG8eaNWvIkycP58+fJ2PGjDRt2hQHBwcuXLjA5cuXgVctE0mSJMHDw8OSXER8npKL+EUJhoiIiIi8IaKTS4YMGWjevDmrV6/m2rVrlvXTp0/HZDLRrl07SpYsSePGjZk8eTI3b95k+PDhwKs5K/LmzcuGDRs4duwYJpOJgIAA3N3dad++PYClSNvGxuaNz359mcQfSjBERERExCI8PByz2WxpNbC2tqZ69epYWVmxZs0awsLCCA0N5fbt2+TLlw9nZ2dsbGxYv3493bp1w9ramooVK/Ls2TMAvv32WzJlysSZM2fw9fXFwcEBgOrVq7Nz5066dev2RgxqsYjflGCIiIiICPCq5cDa2horKyv8/f25e/cuANmyZcPLy4vly5fz4MEDDMMgODiYZ8+eMX36dDw8PBgwYADFihVj3rx5uLi4sH//fgBy5cpFly5dcHZ25s6dO5bJ9QzDIG3atJjN5jfmzpD4Te1OIiIiIgK8ajm4cuUKI0eO5NSpUyRNmpR06dIxbNgwPv/8c1avXs2aNWto27YtJUuWZPbs2fj5+fHVV19Rt25dnJ2dAWjVqhUNGzYEXtVRODo6MmvWLFKlSmUZVjailcLKSs+7Pzb6RkVEREQEAH9/f/r27UtwcDBDhgzh888/5/Lly6xdu5bMmTNTpUoVlixZQkBAAM2bN8fOzo4SJUrQsWNHnJ2dCQ0NZfHixbx48YJcuXIBf9VRZM6cmUSJEkUqFJePk4apFREREfmEbd++nfTp05MzZ06mTp3K1KlTmTNnDoUKFQJeDR2bJEkSAA4dOkTz5s3p168fjRo1YuLEiSxfvpxUqVLh4eHBgwcP2LRpE56envTr148ECRLE5qFJLFGCISIiIvIJCA8Px9raOtKyJ0+e4OXlRd26denduzf9+/fnyJEjbNy40bJNxK1iSEgIL1++pH///ly5coUlS5Zga2vLkSNHmDdvHk+fPsUwDJo3b07lypU/6LFJ3KIaDBEREZFPgLW19RsT1oWGhuLi4mJpabCyssJsNnPp0iVcXV0xm82Wgu+ZM2dStmxZGjRoQIcOHdixYwfVq1enZMmSlCxZkmfPnpE0aVLLviPeK58efesiIiIiH5mIoWZft3nzZipVqsTu3bsty1KlSsXLly8tc1HkyZOHgIAA9u7dC/xViJ08eXJmz57NvXv3cHd3J0OGDMyfP5/g4GDLviKSi/DwcEDF258yffMiIiIiH5mIoWYfPHjA1atXgVfDxTo4OPDTTz+xbds2y7aurq5cvHgRgLp165IqVSpWrVrFrVu3MJlMGIbBypUrSZEiBa6urtjY2DBmzBjGjx//1hqLv3fDkk+PEgwRERGRj8yVK1do3749tWrVol27drRt25bQ0FBmz55NtmzZ6N27t6WVwtbWlkSJEvH06VPs7e1p3bo1T58+pUmTJowZM4apU6cyffp0KlSoQN68eYFXyUqqVKk0f4W8lYq8RURERD4i9+/fp2fPnphMJr755htu3brFqlWrKFOmDF27duXFixe0bNmSx48fM2TIEE6cOGGZ3wKw1GCMHz+eBw8e8PTpUz7//HNatmwZy0cm8YUSDBEREZGPyKJFi/j555+ZPXs2RYsWBV6NFpUsWTLLNhcvXmTSpEns3buXunXrsnXrVtavX0/ChAkjFWf//X0q3Jao0C9ERERE5CNy+PBhsmbNapnozmw2W5KEgIAAALJly8aIESPIly8fS5cuJWnSpDx58gSIXJwd8b6IyfGUXEhU6FciIiIi8hHJmjUrd+/eJTg4GMMwsLKywjAM/P39mTFjBps3bwbAzs6OgQMHUrNmTa5evRppiNm/i5iNWyQqlGCIiIiIfESKFClCQEAAvr6+lmFmTSYTL1++ZPny5dy4cQN4NYFehgwZqFOnDilTprSMJCXyv1KCISIiIvIRyZs3L2XLlmXy5MmcP38eeNVNys/Pj5cvX1K8eHHgrzku7ty5Q3BwcKRaC5H/hYq8RURERD4yly5dolGjRjg6OlKuXDmSJk3KmjVrKFWqFN9//z329vaYzWa2bdvGwoULuX37NkuWLMHR0TG2Q5ePgDrUiYiIiHxkXF1dmTRpEmvWrMHPz49nz57RqFEjWrRoYdkmYiK+27dv065dOxwdHTEMw9KyIfJfqQVDRERE5CPm7++Pk5OT5XXE5HhWVla8fPnyrbNxi/wvlGCIiIiIfALCw8OxtraO7TDkE6AEQ0REREREoo1GkRIRERERkWijBENERERERKKNEgwREREREYk2SjBERERERCTaKMEQEREREZFoowRDRCQOCwkJYc6cOXz++ecULlyYIkWKUK9ePWbOnMnz58/f+Z7p06dTu3ZtChYsSOHChfnss8+YPn06wcHBkbadMGECbm5uuLm58eeff74zjvbt2+Pm5sbXX38dbccWEBCAv7//G7Hfu3fvX9+7YsUK3NzcOHDgwFtfR5cbN25E6/5ERD4FSjBEROKoe/fuUb9+fUaMGEHatGnp3r07Xbt2JWvWrIwdO5bPPvuMy5cvR3pPWFgYLVu2ZMKECRQoUICePXvy3Xff4eLiwi+//ELTpk0JCQl56+f5+Pi8dXlQUBB//PFHtB7b6dOn8fLy4sKFC5Zlt27dolatWuzdu/df31+sWDFGjhyJq6trtMb1upYtWzJp0qQY27+IyMfKJrYDEBGRN4WEhNC+fXtu3rzJnDlzcHd3t6xr0qQJ33zzDW3atKF169asW7cOBwcHADZu3MjBgweZMGECnp6elvd88803zJw5k1GjRrFs2TIaNWoU6fNcXFzw8fGhc+fOb8Sye/duwsLCSJo0abQd3/nz57l//36kZTdv3uTq1atRen+GDBnIkCFDtMXzNnv27KFevXox+hkiIh8jtWCIiMRBq1at4s8//6R3796RkosIBQoUoF+/fty8eZNZs2ZZlh87dgyA0qVLv/Gexo0bY2try/Hjx99YV6lSJc6ePcutW7feWLd161aKFStGkiRJ/ocjEhGRT4USDBGROGjVqlUkTJjwH5+g165dm1SpUrF27VrLskSJEgGwePHiN7Z3cHDg6NGjjBw58o11lStXBmD79u2RloeGhrJz506qVKkS5dg3bdpEkyZNKFKkCHnz5qVixYqMHDnS0jVrwoQJ9O3bF3jVslKxYkVWrFjBN998A0Dfvn1xc3OzbJsvXz62bt1K6dKlKVSoEEuXLn1nzcX9+/fp2LEjBQoUoFSpUgwePJiAgADL+ne97/XlN2/etHz+ypUrI21vNpuZPXs21apVI2/evJQtW5YhQ4ZE+gyAgwcP0rhxY4oWLUqhQoX48ssv3zi3IiIfKyUYIiJxTHh4OKdOnSJ37tzY29u/czuTyUSJEiW4evUqDx48AF4lHba2towYMYKaNWsybtw4Dhw4YLm5t7Oze+u+0qdPT65cud6owzh48CDPnz+3JCD/ZunSpXTp0oUkSZLQo0cPevXqhbOzM7NmzWL69OkAVKlShYYNGwLQrl07+vXrR7FixWjXrh0ADRs2jJQEhYWF0b9/f5o2bUrLli0pUqTIOz9/wIABPH78mB49elCpUiW8vb1p3749hmFEKX4AJycny+cXLVo0Uq3H999/z6hRoyhcuDD9+/enWrVqLFq0iG+++cZSQH/58mXatm2LYRh07dqVHj16EBQURIcOHTh8+HCU4xARia9UgyEiEsc8ffqUkJAQUqVK9a/bpk6dGnj15D5VqlRkz56diRMn0q9fPy5cuMCFCxeYMmUKCRMmpGLFinTq1IksWbK8dV+VK1dmypQpPHv2zFJvsXXrVgoUKECaNGmiFPvs2bMpVKgQkydPxmQyAdCoUSMqVarE5s2b6dSpEzlz5qRgwYIsXryYUqVKUaJECQBKlSrF1KlTKViwIHXq1LHs02w206RJE9q0aWNZ9rZuXgBubm78/vvv2Ni8+vOWJk0aJkyYwI4dO6hYsWKUjiFhwoTUqVOHXr16kSFDBkssBw4cYMWKFfz00098+eWXlu09PDxo2bIlixYtomnTpvj4+PDixQsmTpyIk5MTANWrV+fLL7/Ez8+PokWLRikOEZH4Si0YIiJxTMTTdmtr63/dNuJG+vUn9OXLl2fHjh2MHTuWOnXqkCpVKl68eMG6deuoU6cOBw8efOu+KleuTFhYGL6+vpZ9+vj4RLn1AmDNmjVMnz7dklwAPHr0iKRJk/LixYso7+fvypQpE6XtmjVrZjkngGVY3Z07d/7nz46wZcsWTCYTHh4e+Pv7W/7LnTs3qVKlsnxG2rRpARg8eDCnT58GIHny5GzevDlah/kVEYmr1IIhIhLHODk5YWtry6NHj/5124iRmCJaMiLY29tTvXp1qlevDsCff/7J7NmzWbduHT/++CMbN258Y185c+bE2dmZ7du3U6tWLU6cOMH9+/cjjUb1b2xtbTl06BDr1q3j8uXLXL9+3XIczs7OUd7P36VIkSJK22XNmjXSa0dHRxwdHd9avP6+rl+/jmEYlC9f/q3rI+pfqlWrxtatW9mwYQMbNmwgVapUeHh4UK9ePbVeiMgnQQmGiEgcYzKZKFSoEKdOnSI4OPiddRiGYXDkyBEyZMhA6tSpefHiBdOmTSNPnjxvJAV58uRhzJgxPHv2jF27dvH48WOSJ0/+xj4rVarEihUrCAkJYevWreTIkYNMmTJFOfYxY8Ywffp0cufObenqVKhQIQYPHsydO3fe70S8xsoqag3ur7ecRDCbzf/aGhQeHv6v+zabzSRKlIiJEye+dX3E92Rra8v48eM5d+4cW7duZdeuXaxYsYJly5bRvXv3SF29REQ+RuoiJSISB9WpU4eAgIC3jgYVwcfHhxs3blCrVi3g1Q3urFmzmDdv3jvfky1bNkwmEwkSJHjr+sqVKxMQEMChQ4fYtm3be40edevWLaZPn06dOnVYuXIlP/74I1999RU5c+bk4cOHUd7P/+LvLRX+/v48f/6cjBkzAn8lKn+fbDAq8Tk7OxMYGEjevHkpVapUpP+eP39umYvk9u3bHD58GDc3Nzp16sSSJUvYsWMHmTNnjjSksIjIx0oJhohIHPTZZ59RqFAhxowZw549e95Y7+fnxw8//ICLiwutWrUCXtVsVK9enYMHD7J69eo33vPkyRM2b95MqVKlLDfDf1e0aFGSJUvG7NmzuXr16nt1j3r69CnwKol5na+vL1evXiUsLMyyLOJG32w2W5ZFtDK8vux9LV26NNLriBv6SpUqAVgK5/38/CzbhIWFsWXLljf2ZWVlFSmWiCLxKVOmRNpu+/btdO7c2TJc8NSpU2nWrBn37t2zbJM2bVrSpEkT5ZYYEZH4TF2kRETiICsrKyZOnEj79u1p1aoVnp6elChRAmtra06cOMHatWtJly4dkydPtvT9B+jTpw8nT56kV69erFmzhrJly5I4cWKuX7/OihUrCA0NZcCAAe/8XGtraypUqMDKlSvJkCEDOXPmjHLM2bJlI3369EydOpXg4GDSpk3LyZMnWblyJfb29gQGBlq2jRhdaeHChTx8+JBatWpZumytWbMGwzD+0yzahw8fpkOHDnh4eHD06FFWrVqFl5eXZbLC4sWLkypVKiZPnkxwcDApUqRg9erVby1Ad3Jy4uDBgyxZsoQyZcrg4eFBpUqVmD17Njdv3qRUqVLcunULb29v0qdPT8uWLYFXExquXr2axo0b07BhQxwdHdm/fz8HDhx460zpIiIfGz1KERGJo1KmTIm3tzeDBg3i/v37jB8/nlGjRnH27Fm6dOnCihUryJ49e6T3ODk5sWLFCrp06cKTJ0+YNGkSAwcOZN26dXh6erJ27VoyZ878j58bMWrU+3SPgldzbEyfPp1ChQrx+++/M2LECP7880/69etHjx49CAgIsIyq5O7ujpeXF76+vgwezpzXaAAAARBJREFUPJjg4GBcXV35+uuvOX36ND///DO3b99+r88HGDt2LMHBwQwdOpR9+/bRvn17Ro0aZVlva2vLzJkzKViwIDNnzmTChAnkz5+fIUOGvLGvHj16EBYWxuDBgzl48CAmk4lff/2V7777jvPnzzN06FDWrFmDp6cn3t7epEyZEng1VO6cOXPIlCkTs2fPZvDgwVy4cIEffviBDh06vPcxiYjENybjfWYfEhERERER+QdqwRARERERkWijBENERERERKKNEgwREREREYk2SjBERERERCTaKMEQEREREZFoowRDRERERESijRIMERERERGJNkowREREREQk2ijBEBERERGRaKMEQ0REREREos3/ARhB/SHVOFESAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=gdf_OSM_tags, x='index', y='share_tags',\n", " color='#0069B4',# color='blue',\n", " #stacked=True,\n", " # hue=x_ax,\n", " #palette='RdYlGn',# palette='Spectral',\n", " # dodge=False,\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " #order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Share of known attributes for overtaking events [%]')\n", "ax1.set_xlabel('OSM attributes')\n", "\n", "#plt.legend(title='Overtaking distance [cm]')\n", "\n", "#ax1.set_xticklabels(rotation=30)\n", "plt.xticks(rotation=25)\n", "\n", "# manipulate\n", "vals = ax.get_yticks()\n", "ax1.set_yticklabels(['{:.0%}'.format(x) for x in vals])\n", "\n", "ax1.set(ylim=(0, 1))\n", "\n", "#add overall title\n", "#ax.text(x=0.5, y=1.1, s='Share of known OSM-attributes for overtaking events', fontsize=18, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC XYX: (n=\" + str(len(gdf_OSMmerged))+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "ax.text(x=0.5, y=1.15, s='Share of known OSM-attributes for overtaking events', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC Brandenburg: (n=\" + str(counts.sum())+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg, Radentscheid Essen, ADFC BW, OBS-Portal, ADFC Darmstadt, ADFC Osnabrück (n=\" + str(len(gdf_OSMmerged))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(len(gdf_OSMmerged_bbb))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "\n", "#fig.savefig(\"OBS_analysis_OSM_attributes_avail.png\", dpi=300) \n", "#fig.savefig(\"plots\\OBS_analysis_OSM_knownAttributes_all.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "markdown", "id": "0f39ecb3-66e2-46a5-9cfb-4539378321c4", "metadata": {}, "source": [ "### availability of cycleway_mod_dir (for bbb)" ] }, { "cell_type": "code", "execution_count": 52, "id": "c753a0a8-3bbe-4b94-b464-54c0c9357ee1", "metadata": {}, "outputs": [], "source": [ "cycleway_mod_dir_counts=gdf_OSMmerged_bbb.groupby('cycleway_mod_dir',dropna=False)['distance_overtaker'].count()" ] }, { "cell_type": "code", "execution_count": 53, "id": "6348b205-96a3-41ae-9e46-241534894298", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cycleway_mod_dircounts
5no4504
17NaN3720
1lane1897
2lane:advisory1585
11separate1307
15track659
4lane:exclusive604
12share_busway82
14shared_lane15
0cyclewaylane15
10oppositeno5
8opposite2
6none2
3lane:designated2
9opposite_track2
7nono1
13shared1
16yes1
\n", "
" ], "text/plain": [ " cycleway_mod_dir counts\n", "5 no 4504\n", "17 NaN 3720\n", "1 lane 1897\n", "2 lane:advisory 1585\n", "11 separate 1307\n", "15 track 659\n", "4 lane:exclusive 604\n", "12 share_busway 82\n", "14 shared_lane 15\n", "0 cyclewaylane 15\n", "10 oppositeno 5\n", "8 opposite 2\n", "6 none 2\n", "3 lane:designated 2\n", "9 opposite_track 2\n", "7 nono 1\n", "13 shared 1\n", "16 yes 1" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cycleway_mod_dir_counts=cycleway_mod_dir_counts.reset_index().rename(columns={'distance_overtaker':'counts'})\n", "cycleway_mod_dir_counts.sort_values('counts', ascending=False)" ] }, { "cell_type": "code", "execution_count": 54, "id": "515b38ea-56ed-4221-b5af-5d768a90db86", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "31" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cycleway_mod_dir_counts.sort_values('counts', ascending=False)[9:]['counts'].sum()" ] }, { "cell_type": "code", "execution_count": 55, "id": "b793dcef-ecfb-497d-a024-e05023fda82f", "metadata": {}, "outputs": [], "source": [ "cycleway_mod_dir_counts=cycleway_mod_dir_counts.fillna('None')" ] }, { "cell_type": "code", "execution_count": 56, "id": "2578d166-2be1-4fd0-8735-12d0f5c84635", "metadata": {}, "outputs": [], "source": [ "cycleway_mod_dir_counts_slice=cycleway_mod_dir_counts.sort_values('counts', ascending=False)[:7]" ] }, { "cell_type": "code", "execution_count": 57, "id": "df0f4fe5-23b9-4cc9-b128-450811a1cd79", "metadata": {}, "outputs": [], "source": [ "other_cnt=cycleway_mod_dir_counts.sort_values('counts', ascending=False)[7:]['counts'].sum()\n" ] }, { "cell_type": "code", "execution_count": 58, "id": "b649a287-9688-4303-94e9-8f7de78b8b0b", "metadata": {}, "outputs": [], "source": [ "cycleway_mod_dir_counts_slice=cycleway_mod_dir_counts_slice.append({'cycleway_mod_dir':'other','counts':other_cnt}, ignore_index=True)" ] }, { "cell_type": "code", "execution_count": 60, "id": "aecf8765-4bbc-45cd-a43b-e5478aed4896", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg (n=14527)')" ] }, "execution_count": 60, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#sns.set(rc={'figure.figsize':(10,6)})\n", "#gdf_OSMmerged.groupby('maxspeed')['distance_overtaker'].count().plot(kind='bar')\n", "\n", "import matplotlib.ticker as ticker\n", "\n", "\n", "\n", "x_ax='cycleway_mod_dir'\n", "\n", "#x_ax_ordered_str=cycleway_mod_dir_counts.sort_values('counts', ascending=False)[:9][x_ax]\n", "x_ax_ordered_str=cycleway_mod_dir_counts_slice[x_ax]\n", "\n", "\n", "\n", "#x_ax_ordered_str=cycleway_mod_dir_counts[x_ax].unique()\n", "#x_ax_ordered_str = [i for i in x_ax_ordered_str if i is not None]\n", "#x_ax_ordered_str.sort(ascending=False)\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=cycleway_mod_dir_counts_slice, x=x_ax, y='counts',\n", " color='#0069B4',\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('cycleway infrastucture')\n", "\n", "\n", "#ax1.yaxis.set_major_formatter(ticker.EngFormatter())\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "ax1.set_xticklabels(ax1.get_xmajorticklabels(), rotation=30)\n", "\n", "\n", "#add overall title\n", "#ax.text(x=0.5, y=1.1, s='Overtaking events per \"cycleway\" infrastucture', fontsize=18, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC Brandenburg: (n=\" + str(len(gdf_OSMmerged_bbb))+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "ax.text(x=0.5, y=1.15, s='Number of overtaking events per cycleway infrastucture', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(len(gdf_OSMmerged_bbb))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.savefig(\"OBS_analysis_osm_maxspeed_counts.png\", dpi=300)\n", "#fig.savefig(\"plots\\OBS_analysis_OSM_cyclewayEvents_bbb.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "code", "execution_count": 62, "id": "5f2b6e2e-298c-4faf-b897-e45abae54434", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.1, 'OBS-Data: ADFC Brandenburg (n=14527)')" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "import matplotlib.ticker as ticker\n", "\n", "\n", "\n", "x_ax='cycleway_mod_dir'\n", "\n", "#x_ax_ordered_str=cycleway_mod_dir_counts.sort_values('counts', ascending=False)[:9][x_ax]\n", "x_ax_ordered_str=cycleway_mod_dir_counts_slice[x_ax]\n", "\n", "\n", "\n", "#x_ax_ordered_str=cycleway_mod_dir_counts[x_ax].unique()\n", "#x_ax_ordered_str = [i for i in x_ax_ordered_str if i is not None]\n", "#x_ax_ordered_str.sort(ascending=False)\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=cycleway_mod_dir_counts_slice, x=x_ax, y='counts',\n", " #color='#0069B4',\n", " palette=['#8a8a8a','#3382ba','#2ca02c','#95655b','#2cc2d2','k','k','k','k'],\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('cycleway infrastucture')\n", "\n", "\n", "#ax1.yaxis.set_major_formatter(ticker.EngFormatter())\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "ax1.set_xticklabels(ax1.get_xmajorticklabels(), rotation=30)\n", "\n", "\n", "#add overall title\n", "\n", "ax.text(x=0.5, y=1.15, s='Number of overtaking events per cycleway infrastucture', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.10, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(len(gdf_OSMmerged_bbb))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "\n", "#fig.savefig(\"plots\\OBS_analysis_OSM_cyclewayEvents_bbb.png\", dpi=300, bbox_inches=\"tight\") " ] }, { "cell_type": "code", "execution_count": null, "id": "f1f7f5d4-093e-4b73-b090-498d0e7b0fdb", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "6e6d616e-0c33-433d-bebe-a6cc1074e943", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "dc0d83f9-b442-41dc-963e-e0a2c2851cab", "metadata": {}, "source": [ "---\n", "sample maps " ] }, { "cell_type": "markdown", "id": "d6568054-0382-4de0-87bb-ea400db3b79d", "metadata": {}, "source": [ "## MAPS" ] }, { "cell_type": "code", "execution_count": 64, "id": "546086a1-a57e-44eb-88a9-57d097e743f3", "metadata": {}, "outputs": [], "source": [ "# create small sample maps to understand tagging and merging of osm and obs" ] }, { "cell_type": "code", "execution_count": 65, "id": "f5aae5cc-5216-406d-b056-30bc89448974", "metadata": {}, "outputs": [], "source": [ "df_location = pd.DataFrame({'name':'KW','longitude': [13.6245763], 'latitude': [52.2971026]})\n", "gdf_location = gpd.GeoDataFrame(df_location , geometry=gpd.points_from_xy( df_location['longitude'],df_location['latitude']), crs=4326)\n", "\n", "gdf_location = gdf_location.to_crs(32633)\n", "gdf_location_buffer =gdf_location.copy()\n", "gdf_location_buffer.geometry=gdf_location.buffer(500)\n", "\n", "gdf_location_buffer=gdf_location_buffer.to_crs(4326)" ] }, { "cell_type": "code", "execution_count": 66, "id": "15d8f932-3170-4b9a-89cc-9cdea6399893", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " geometry_x cycleway_mod_dir\n", "0 POINT (13.42786 52.47392) no\n", "1 POINT (13.42766 52.47430) no\n", "2 POINT (13.42753 52.47456) no\n", "3 POINT (13.42762 52.47439) no\n", "4 POINT (13.42786 52.47392) no\n", "... ... ...\n", "14773 POINT (13.52152 52.36479) separate\n", "14774 POINT (13.36614 52.54229) no\n", "14775 POINT (13.61395 52.34502) no\n", "14776 POINT (13.52560 52.36576) separate\n", "14777 POINT (13.51989 52.36441) separate\n", "\n", "[14527 rows x 2 columns]" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_OSMmerged_bbb[['geometry_x','cycleway_mod_dir']]" ] }, { "cell_type": "code", "execution_count": 76, "id": "34f47b07-6fbb-41cd-83e4-acc3f4845152", "metadata": {}, "outputs": [], "source": [ "\n", "gdf_OSMmerged_bbb_ = gpd.GeoDataFrame(gdf_OSMmerged_bbb[['geometry_x','cycleway_mod_dir']] , geometry='geometry_x', crs=4326)\n", "\n", "\n", "kw = gpd.clip(gdf_OSMmerged_bbb_, gdf_location_buffer)" ] }, { "cell_type": "code", "execution_count": 77, "id": "4b9db8b1-1969-4448-aaa8-89798162a7f0", "metadata": {}, "outputs": [], "source": [ "kw=kw.copy()\n", "kw['cycleway_mod_dir']=kw.cycleway_mod_dir.fillna('None')" ] }, { "cell_type": "code", "execution_count": 78, "id": "7310db2e-3e57-4013-b882-761dfc879fce", "metadata": {}, "outputs": [], "source": [ "# Imports\n", "import contextily as ctx\n", "\n", "\n", "# Function\n", "def makeLayeredMap(*args):\n", " \"\"\"This function accepts an arbitrary number of geodataframes, plots them on top of a Contextily basemap. \n", " NOTE: Please edit the Plotting-section to specify parameters for the number of layers and the formatting of each layer.\n", " Output: Saved file and layered map for display.\"\"\"\n", " \n", " # Convert the CRS for all layers to EPSG3857 to match Contextily\n", " args = list(map(lambda x: x.to_crs(epsg=3857), args))\n", " # Create figure\n", " fig, ax = plt.subplots(1, figsize=(10, 10))\n", " #Set aspect to equal\n", " ax.set_aspect('equal')\n", " \n", " # PLOTTING: Specify layers to plot how to format each layer (colours, transparency, etc.):\n", " # Layer 1:\n", " args[0].plot(ax=ax,facecolor=\"grey\", alpha=0.3, edgecolor='white', linewidths=1, figsize=(15,15))\n", " # Layer 2:\n", " args[1].plot(ax=ax, column='cycleway_mod_dir', alpha=0.9, zorder=2, legend=True,legend_kwds={'title': 'cycleway '}) # https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoDataFrame.plot.html\n", " \n", " # Contextily basemap:\n", " ctx.add_basemap(ax, source=ctx.providers.CartoDB.Positron)\n", " \n", " # Turn off axis\n", " ax.axis('off')\n", " \n", " \n", " #plt.title(title)\n", " ax.text(x=0.5, y=1.07, s='Sample map: \\nOvertaking events per cycleway infrastucture', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", " ax.text(x=0.5, y=1.03, s=\"OBS-Data: ADFC Brandenburg, sample KW (n=\" + str(len(args[1]))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", " \n", " # Save as file\n", " #fig.savefig(\"plots\\OBS_analysis_OSM_cyclewayEvents_maps_KW.png\", dpi=300, bbox_inches=\"tight\") \n", " \n", " layered_map = plt.show()\n", " return(layered_map)" ] }, { "cell_type": "code", "execution_count": 79, "id": "afb3c15c-1cea-4780-a690-262e1ef80de5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "makeLayeredMap(gdf_location_buffer,kw)" ] }, { "cell_type": "code", "execution_count": null, "id": "afe149b1-9141-49ef-85c2-2a2b87391732", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 80, "id": "cfad717b-cd04-47fc-970b-7615a5cf6d64", "metadata": {}, "outputs": [], "source": [ "\n", "gdf_OSMmerged_bbb_ = gpd.GeoDataFrame(gdf_OSMmerged_bbb[['geometry_x','maxspeed']] , geometry='geometry_x', crs=4326)\n", "\n", "kw = gpd.clip(gdf_OSMmerged_bbb_, gdf_location_buffer)" ] }, { "cell_type": "code", "execution_count": 81, "id": "75e9a070-01a7-4310-9b81-b6e133d81fb4", "metadata": {}, "outputs": [], "source": [ "kw=kw.copy()\n", "kw.maxspeed=kw.maxspeed.fillna('None')" ] }, { "cell_type": "code", "execution_count": 82, "id": "4d12456f-d4e6-4437-91ab-2f0f1a7b0d53", "metadata": {}, "outputs": [], "source": [ "# Imports\n", "import contextily as ctx\n", "\n", "\n", "# Function\n", "def makeLayeredMap(*args):\n", " \"\"\"This function accepts an arbitrary number of geodataframes, plots them on top of a Contextily basemap. \n", " NOTE: Please edit the Plotting-section to specify parameters for the number of layers and the formatting of each layer.\n", " Output: Saved file and layered map for display.\"\"\"\n", " \n", " # Convert the CRS for all layers to EPSG3857 to match Contextily\n", " args = list(map(lambda x: x.to_crs(epsg=3857), args))\n", " # Create figure\n", " fig, ax = plt.subplots(1, figsize=(10, 10))\n", " #Set aspect to equal\n", " ax.set_aspect('equal')\n", " \n", " # PLOTTING: Specify layers to plot how to format each layer (colours, transparency, etc.):\n", " # Layer 1:\n", " args[0].plot(ax=ax,facecolor=\"grey\", alpha=0.3, edgecolor='white', linewidths=1, figsize=(15,15))\n", " # Layer 2:\n", " args[1].plot(ax=ax, column='maxspeed', alpha=0.9, zorder=2, legend=True,legend_kwds={'title': 'maxspeed'})\n", "\n", " \n", " # Contextily basemap:\n", " ctx.add_basemap(ax, source=ctx.providers.CartoDB.Positron)\n", " \n", " # Turn off axis\n", " ax.axis('off')\n", " \n", " \n", "\n", " \n", " ax.text(x=0.5, y=1.07, s='Sample map: \\nOvertaking events per speed limit (maxspeed)', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", " ax.text(x=0.5, y=1.03, s=\"OBS-Data: ADFC Brandenburg, sample KW (n=\" + str(len(args[1]))+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", " \n", " # Save as file\n", " #fig.savefig(\"plots\\OBS_analysis_OSM_maxspeedEvents_maps_KW.png\", dpi=300, bbox_inches=\"tight\") \n", " \n", " layered_map = plt.show()\n", " return(layered_map)" ] }, { "cell_type": "code", "execution_count": 83, "id": "c7711ca1-e1ca-43c2-a14c-543156ed7226", "metadata": {}, "outputs": [ { "data": { "image/png": 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5>2500
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" ], "text/plain": [ " distance_overtaker_binned counts\n", "0 <50 0\n", "1 50-100 12\n", "2 100-150 27\n", "3 150-200 8\n", "4 200-250 1\n", "5 >250 0" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_thisWay=gdf_OSMmerged[gdf_OSMmerged.way_id==23054176]\n", "histo=gdf_thisWay.groupby('distance_overtaker_binned')['distance_overtaker'].count().reset_index().rename(columns={'distance_overtaker':'counts'})\n", "histo" ] }, { "cell_type": "code", "execution_count": 88, "id": "31c76a6d-df46-48b9-a619-524b6e97a66a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "81.2" ] }, "execution_count": 88, "metadata": {}, "output_type": "execute_result" } ], "source": [ "round(histo[:3]['counts'].sum()/histo['counts'].sum(), 3)*100" ] }, { "cell_type": "code", "execution_count": 89, "id": "b1ff17ed-025f-4f71-ae0b-25ac62edbbb2", "metadata": {}, "outputs": [], "source": [ "sns.set_context(\"talk\")" ] }, { "cell_type": "code", "execution_count": 90, "id": "c8d997ea-febe-4306-9cde-5760e5b3a0f4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.02, 'OBS-Data: ADFC Brandenburg (n=48)')" ] }, "execution_count": 90, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#sns.set(rc={'figure.figsize':(10,6)})\n", "#gdf_OSMmerged.groupby('maxspeed')['distance_overtaker'].count().plot(kind='bar')\n", "\n", "x_ax='distance_overtaker_binned'\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=histo, x=x_ax, y='counts',\n", " #color='blue',\n", " hue=x_ax,\n", " palette='RdYlGn',# palette='Spectral',\n", " dodge=False,\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " #order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('Overtaking distance [cm]')\n", "\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "\n", "#plt.legend(title='Overtaking distance [cm]')\n", "ax1.legend_.remove()\n", "\n", "#add overall title\n", "#ax.text(x=0.5, y=1.1, s='Distribution of overtaking distances: Schlossstraße (osm way id 23054176)', fontsize=18, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC Brandenburg: (n=\" + str(histo.counts.sum())+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "ax.text(x=0.5, y=1.07, s='Distribution of overtaking distances: \\nSchlossstraße (osm way id 23054176)', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.02, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(histo.counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.savefig(\"plots\\OBS_analysis_histogram_KW_schlossstr.png\", dpi=200, bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": 91, "id": "90c96dfa-d4e3-4a51-b10e-9c048322281e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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distance_overtaker_binnedcounts
0<500
150-10010
2100-15038
3150-20032
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5>2500
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" ], "text/plain": [ " distance_overtaker_binned counts\n", "0 <50 0\n", "1 50-100 10\n", "2 100-150 38\n", "3 150-200 32\n", "4 200-250 11\n", "5 >250 0" ] }, "execution_count": 91, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_thisWay=gdf_OSMmerged[gdf_OSMmerged.way_id==565095154]\n", "histo=gdf_thisWay.groupby('distance_overtaker_binned')['distance_overtaker'].count().reset_index().rename(columns={'distance_overtaker':'counts'})\n", "histo" ] }, { "cell_type": "code", "execution_count": 95, "id": "cddf581f-ded2-44f0-85cd-b9efd8536c94", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "36.1" ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ "round(histo[:3]['counts'].sum()/histo['counts'].sum(), 3)*100" ] }, { "cell_type": "code", "execution_count": 93, "id": "7eaf3534-9ff4-4112-99c4-7f3ee88ba08e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.02, 'OBS-Data: ADFC Brandenburg (n=91)')" ] }, "execution_count": 93, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#sns.set(rc={'figure.figsize':(10,6)})\n", "#gdf_OSMmerged.groupby('maxspeed')['distance_overtaker'].count().plot(kind='bar')\n", "\n", "x_ax='distance_overtaker_binned'\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=histo, x=x_ax, y='counts',\n", " #color='blue',\n", " hue=x_ax,\n", " palette='RdYlGn',# palette='Spectral',\n", " dodge=False,\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " #order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('Overtaking distance [cm]')\n", "\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "\n", "#plt.legend(title='Overtaking distance [cm]')\n", "ax1.legend_.remove()\n", "\n", "#add overall title\n", "#ax.text(x=0.5, y=1.1, s='Distribution of overtaking distances: Cottbuser Straße (osm way id 565095154)', fontsize=18, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC Brandenburg: (n=\" + str(histo.counts.sum())+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "ax.text(x=0.5, y=1.07, s='Distribution of overtaking distances: \\nCottbuser Straße (osm way id 565095154)', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.02, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(histo.counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.savefig(\"plots\\OBS_analysis_histogram_KW_cottbuser.png\", dpi=200, bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": null, "id": "dcc040b9-69a5-4c5c-bdb6-78c0c1e82e7a", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 96, "id": "b836c397-d784-413f-beec-ab1a6d66cdd3", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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distance_overtaker_binnedcounts
0<500
150-1000
2100-15013
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" ], "text/plain": [ " distance_overtaker_binned counts\n", "0 <50 0\n", "1 50-100 0\n", "2 100-150 13\n", "3 150-200 17\n", "4 200-250 5\n", "5 >250 1" ] }, "execution_count": 96, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_thisWay=gdf_OSMmerged[(gdf_OSMmerged.way_id==5336788) & (gdf_OSMmerged.direction==1) ]\n", "histo=gdf_thisWay.groupby('distance_overtaker_binned')['distance_overtaker'].count().reset_index().rename(columns={'distance_overtaker':'counts'})\n", "histo" ] }, { "cell_type": "code", "execution_count": 97, "id": "dab0849e-51ad-40a8-8d9f-7621845bf52b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "36.1" ] }, "execution_count": 97, "metadata": {}, "output_type": "execute_result" } ], "source": [ "round(histo[:3]['counts'].sum()/histo['counts'].sum(), 3)*100" ] }, { "cell_type": "code", "execution_count": 99, "id": "4251b837-00ec-4c58-b92d-1ce8b3a5d3b9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.02, 'OBS-Data: ADFC Brandenburg (n=36)')" ] }, "execution_count": 99, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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SZg8PD3To0EHje2rQoAFmz54NAMJvC0hrvKs8uFahQoVUPq/+/fujVq1aCAoKgr29PWbOnCksq1atGj58+IAVK1YI8xRvRtTZsmWLaJCXQoUKYevWrTppYGhjY4N9+/bB3t4eAFC1alXExMRg6dKlwjqhoaGi1yiXps6ZMwf9+vUTphs0aABjY2McP348WzGFhYXh5s2bwrSJiQl27Ngh1I2vXLkyGjdujB9//FF045UVyk+NhgwZIjrnNWjQANbW1jA2NhbOs+nSfzuK0s+9igoVKoT58+cjKCgIQUFBWLBggeh85+TkhLNnzwo3ApkdByYmJti1a5ewn6pVq8LIyAgTJkwQ1lH+rvbu3Suanj17tugm0snJCeHh4bh27RqkUimsra0RHByMypUr4/jx46LPydXVFdOmTROm69evD7lcjgMHDgBIa/t069Yt4XPM7nVMkWKdfvo+MAGnXKdcnSOjR3jKqlatiuDgYABppR4dO3ZE+/bt0ahRI9SqVQuOjo6iC7gu1KxZU0i+c6pfv34qJXMlS5ZE69atRaWb9+7d++Z63FAu2Zo+fbpKYm9ra4vRo0dj7ty5wryMEnArKyv8+OOPonmFChVCyZIlhe8ZSEtMtU3A9RFndijHMXr0aJUk1cjICNOnTxc1wjt79qyQgJuZmaFLly5wd3cHkPa0KCAgAE2bNgUAeHt7i7an+Fm+fPlS9HTJyclJpbu5kiVLokqVKrh79y4A4O7du0hJSdHYYC2ng2e5uLjAxcVFZX58fDzu3buHO3fuiOYr90SjSDlZB9KqIujqt9qpUych+U5Xr1490bRiSfGXL19Ex6y1tbXa9hxjxozJdgKuWNcfAFq2bKnSCN7U1BSDBg0SHdtZUa1aNdH0iBEj0KZNGzg7O6N+/fooWrSocHxmV/HixdG/f3+1y0JDQ3H58mXRvMyqIv3www8qSX5G3xUAUfUhExMTlfMQkFZFJSEhARUqVBDVQVcukVd86pSuXbt2QgIOpFWlSU/Ac+M6RrmPCTjlOsXSSSBr/fGOGzcOly5dEkoQXr9+jY0bN2Ljxo2QSqWoVq0anJ2d0blzZ5QpU0Yn8SpWV8gpTQO4VKtWTZSAf/jwIUvb1XfnRomJiaI+3AsXLozSpUurXVex3jKQ1vBUEwcHB5XkGIBKjyDa3qTpK87sUK7fqmn00TJlyqBQoUJCsvz27VvEx8cLT4p69+4tJOBAWjWUpk2bIjk5WVQnW7nOuHK99gsXLqgka8oSEhLw5s0bjZ+Zrn4Lnz59gp+fH27duoWHDx/ixYsXar/jjPqvVzdWwKFDh7SuUpUZdd2hKt8EKlb1ePfunWhZpUqV1N7IlCtXDvny5VM5D2pD+byg6XxStWrVLG87XZMmTdCiRQuhl5a4uDh4e3sLN3sODg5o1KgR2rVrB2dnZ7W/36y4e/cuAgICcOfOHTx+/BhRUVEq62R2flN305XRdxUTEyMaZMvBwQHm5uYq29D0xEv5t6Xcg4w6L168EP7PjesY5T7WAadcp3wRUaz3mZkyZcrgwIEDaNmypUqL9pSUFNy/fx9ubm7o0KEDpk2bppPGK8rJYE5oarCm3PtERnGruxjlpM6nNqKjo0X7zegzUV6WURUjTb1uZLfxnL7izI4vX76IpjMqwVfualHxEXWVKlVEpZK+vr5ISEjA5cuXRb1+KJfgxcbGZifsDBuu5qRLSCAtwV+4cCGcnZ0xY8YMHDx4EIGBgUhJSYG1tbXKoFxZdfHiRZ01YlZXhzyj41L5886oDnpmvc1oonxeUJc0AjkbZEgikWDdunUYM2aM2u/77du38PT0xMiRI9GpU6dsNyi9ceMG2rVrh59++glr1qzB5cuXERUVBSMjI1SqVEmlqmJG1H2eGfWaonzzk9G66mTnt6V4fsmN6xjlPpaAU65T7llAXf22jJQpUwYbN25EREQELly4gICAANy+fRvv378X1pHL5UJDF216XchIVi4EmVFOytJl5amAumRb3ydoOzs7GBkZCSWSmt6HumUZJZ7KF5+c0lec2VGwYEFRKXh0dLTGusnKQ94r3xz06tVL+N3ExcXhypUrOHPmjLDc2NhYpXGccnLWpk0bTJo0KdO4FRtmKtOU8Glr9uzZouoXLVq0QPv27VG7dm2ULl0aXl5eWa7e0KtXL3h6ego3XkuWLMHhw4dzXDKb1WNT+TyRUZKW3Zsj5Uagmm6WslO6rsjU1BQTJ07EmDFjcO3aNVy5cgU3btxAUFCQ6ElFcHAwhg0bhlOnTmWp3n1gYCCGDx8uVDGyt7dH37590bBhQ1SvXh1WVlZo2bKl1ue1rH5XyjdHWf0+lAtSduzYkeloosrfnaGvY5T7mIBTrvr48aOonqexsTEaNWqU5e3ExMRAJpOhd+/eQj3Ld+/e4cKFC1iyZIlwYj958iQWLVokJA7Z6RM4owEcsuru3btq68AGBgaKphUHVFDev7qLa2ZVVrLbF3I6Y2NjFCtWTGi0+OHDB7x+/VptVQXlrtkyq/agS99SnCVKlBA1mLtx44baOF69eiWqq12qVCmVRLdLly5YtmyZkJD4+vrCz89PWO7s7KzSM4vyY/mIiAi1j9SfPHmCkiVLalUqm9FvIbNj7NWrV6Lk28XFBRs2bBCtk9VEaNSoUZg8eTK+fv0qVMcJDAzE4cOH1dbp1SflG5egoCAkJyerlJo/f/482wmy8j6UzxvpctLNYbrk5GS8e/cOzs7OcHZ2BpB283f79m2sXr1aGNH4y5cvOHfuXJbGL9iyZYuofv/WrVtVqs1k9yZFG/nz54eNjY1w4/vu3TthkC5F/v7+cHd3R7ly5VCuXDk4OTnB0dERjo6OokauMplM5bcVHh6OpKQklChRQuNvI7vXMfo+sQoK5Zr0PnAVS1Dat2+v9SArL168wODBg9G0aVM4OTlh5MiRom0VK1YM/fv3F9WZS05OFj36Uz4RalO3OKfJqyIPDw9RHWUg7ZGuYv/PAERd8SmXzCo29EqXWfdxyqWB6urPZka5bu2yZctU6uh++vRJ1C2Zutfp27cSp/L2Nm7cKKoyAqT9JpRLttTFkT9/frRr106YPnbsWIbVTwCgQoUKooTi7t27KjcdT548QY8ePVCvXj20bNkSM2bMyPA9ZfRbyOy3pZwsKic7qamp8PX1zXD/iooUKSJ0Kzpp0iRRort69WqDP7a3sbER9QgSHR2NQ4cOidaRy+VYt25dtvdRt25dUWnv5cuXRT3tAGlPw5S7Hc2K2bNno0OHDqhduzbatGkjJNpAWimus7MzunTpInqN8nGteL5Rd65RPhaUn/j4+/tn2od/TjVs2FD4Xy6XY//+/SrruLu74/z589iyZQtmzpwp9KKl3J5DccCsdAsWLEDr1q1Rp04d/Pjjj7h27RoA3VzH6PvEBJz07uXLl8Lf8+fPce/ePRw8eBB9+/YV9QxhZmaG0aNHa73dEiVK4Pnz50Jp4dOnTzFq1Cj4+fkhMDAQ165dw7x580Qnd1tbW1FPBsqPAS9duoT79+/Dx8dHpRqAPnz58gUDBgzAkSNHEBgYCB8fHwwePFjUQr9Ro0ai0kvlRjje3t44ffo0ZDIZPn36hGXLlmU6mITy4/GgoCBcuXIFly9f1liKpqxPnz6iJOfcuXNwdXUVPn9vb2/07dtXNOx97dq10bx5c622ryvfSpzNmjUTPcl4+/Yt+vTpI3z3ly5dwrBhw0T9E1tZWcHV1VXt9hRLGBWrIdnZ2aFly5Yq60ulUpXEfNSoUdi+fTsePHgAX19f0eh+YWFh2RpxNJ3yb+v06dN4+PAhvLy8IJPJVB7be3t7Y8uWLXj8+DHOnDmDQYMGqQxYktGNomJpfKlSpUSfz4cPH7Bt27Zsv5fsUm6M98cff8DNzQ1PnjxBQEAAxowZo3KznRV2dnai0VJTUlIwdOhQ7N+/H4GBgbh48SIGDhyo9iZdW+bm5ggODhaSwtGjR8PDwwOPHj3C/fv3sWfPHpWbV+XSX8XzTUREBHx8fHD9+nXh+1U+Fn799VdcvXoV9+/fx7p161RGndQ06FBOKHYPCQBr1qzBX3/9hQcPHuDOnTuYN2+eqHciW1tb4bPv0qWL6HgPCAjA8OHD4efnhwcPHmDRokXCa+Pj4xEcHCw8YdPFdQxIG4q+UqVKwt+bN290+OmQPrAKCumdui6Z1Jk/fz4qVqyo9XbNzc0xa9YsUX+r/v7+GY6A5urqKiqNUe7Z4MmTJ+jTpw8AYP/+/SqDwOiSsbExbGxsEBYWprGk0cTERGWo6nr16sHW1lYoZUpMTMSECRMglUqFi6S5uTlMTEw0lpLY2NiIHrnGxcUJid7kyZO16vKwXLlymDVrFn777TdhXkBAgMZGb3Z2dli5cmWm29W1byVOExMTrF27Fj/99JOQQISEhGj87o2NjbF8+XKVC206JycnlClTRqV3lW7dumlsHPjLL7/g9OnTwsU5Li4OS5YsUbuug4MDRowYodV7U0f5t6X422zatCnq168v6v0jNTUVy5cvz3CbWbkpHjduHI4cOSLczG7btg19+vTJtG6uLg0YMAAHDx4UEuDk5GSsW7dOVOptaWmJ5OTkbD2FAoBp06bhypUrwuf46dMnlYFeLCwsIJVKs1VqOmbMGPj6+grV2j5+/Ih58+ZpXL9ixYpo1qyZaF6pUqWEQZRkMpnQ9qBv375wcnJCixYtRG2BHjx4gKFDh2rcx5cvXyCXy3X6NLJx48bo3r27MCKlTCbD1q1bsXXrVrXrT506VbixsLe3x6RJk/DHH38IyzO6Fk2aNEnoglQX1zH6PvEbpFyXP39+rFixIlt1NLt27Yp58+Zp1Wp90KBBKglFpUqVNHbdpdj4RR+MjY2xadMmjQmWmZkZVq9erZIMm5mZ4ffff1dJstKT7/z582Pt2rWZ9iajPLpcuqy87wEDBmDJkiWZ9rJQsWJFeHh4ZNigT5++lTirVasGd3f3TLsSs7GxwcaNG9WWZCtS95vJ6HeUP39+7NixI9MBhBwcHLBly5Yc9Z7RpEkTjcnu+/fvkT9/fsybNy/DRKJJkyaikm3F6g+Zsbe3Fz09iIuLw+rVq7V+vS6YmZlh06ZNGo8nCwsLrF69WlSXN6tJZcmSJbFhwwaNdfYtLS2xZs2aLPUupcje3h47duzQ2BWlogoVKmDTpk0q5yblUSTTpZ9rhg0blmFXiZaWlqLBf5KSkrI9sFBGFi1apDHWdMbGxpg0aRJ69eolmj948GBMnDgx0zZCI0eOxODBg0Xzcnodo+8TS8DJoCQSCSwsLFCgQAFUqFABzZs3R48ePbLdDReQllw1a9YM+/fvR0BAAP7991/Ex8fDzMwMxYoVQ+3atdGrVy/UrVtXbTxbtmzBqlWr4Ofnhy9fvsDa2hpVq1Y1SLJYo0YNHD9+HFu2bMGZM2fw/v172NnZoWnTphg9erTavocBoHXr1ti3bx+2bNmC27dvIyYmBsWKFUPLli0xZMgQFC1aNNMh7KdPnw5ra2scPXoUYWFhyJcvH0qXLo3atWtn6T306NEDzZo1w7Fjx+Dr64uQkBChAVPVqlXRoUMHdO3aVec9nGTVtxJnzZo14e3tDV9fX5w4cQLPnj3Dx48fYWFhgbJly6Jly5bo37+/Vslvjx49sGbNGqH0tGbNmqJ6x+o4OjrC29sbnp6e8PX1xbNnz/D582eYmpqiXLlyaNOmDQYOHKhShSSrLCwssHv3bqxcuRLXr1/H169fYWdnh1q1agn1vbt3744SJUpg69atuHv3LmJjY2FlZYWKFSuiW7du6NmzJ1xdXYWnFZcvX87SKKiurq7Yt2+fMNT74cOHMXjwYIMOalWyZEkcOXIEW7duxenTp/Hu3Tvkz58fjRo1wpgxY1RuhrLT5WbDhg3h4+ODzZs348KFC/jw4QMKFiyIZs2aYcSIEXB0dMz0fJCRcuXK4dixYzh8+DB8fX0RFBQkPI2wtbVF5cqV0aZNG3Tv3l1tEjlkyBAYGxvDw8MD//77L8zMzFCiRAk0adIEQFovJHv37sWWLVtw+vRphISEQCKRoFixYmjYsCFcXV0REREhGpnyxIkTOm8obWpqimXLlqFnz544ePAg7ty5g4iICBgZGaFYsWKoX78++vfvr7HQZsyYMWjdujU8PDwQEBCA9+/fIykpCQULFkS9evUwYMAAtdchIGfXMfo+SeT6HrGDiIjoPygpKUmrUs3q1asLN1G1atUSjZhIRHkTS8CJiIj0YNSoUXj06BGKFSuGYsWK4YcfflCpfvDkyRNR/W91ozgSUd7DBJyIiEgPHB0dcfXqVURHRyMoKAgBAQEwNjZGnTp1kJKSgmfPnqn0IPLDDz/kUrREZEisgkJERKQHDx8+RJ8+fVT6ndekePHiOHXqlEq3fESU97AXFCIiIj2oUaMG5s2bp9XouYULF4abmxuTb6L/CJaAExER6dHLly9x8OBB3L59GyEhIfj69SskEgkKFCiA8uXLo3nz5ujdu3eOun0kou8LE3AiIiIiIgNiFRQiIiIiIgNiAk5EREREZEBMwImIiIiIDIgJ+H9YUlJSbodAREREmeD1Ou/hQDx64uLigrdv3wrTy5cvR5cuXTSuP2jQINy4cUOYDgoK0ltsb968wbJly9CyZUv06NFDtMzLywuzZs0SpseNG4fx48frLZbsevPmDVq1aiVMN2jQALt3787FiL5vcrkc/fv3x507d1CwYEFcuHBBqyG0Ke9SPodl55w0c+ZMHD58WJjetWsXGjZsmKVt/PLLLzh//nym67m6umLGjBkq858+fYp9+/bh2rVr+PDhAyQSCUqUKIGmTZtiyJAhKFKkiMZtymQyHD16FCdOnMDTp0/x+fNn5MuXD1WqVEGnTp3QvXt3mJiYZBhXbGws9u7di7Nnz+Lff//F169fUbhwYTRs2BBDhw5FxYoVReuvW7cObm5umb5fRT169MCSJUtE8+Lj4+Hh4QFfX1+8ePECX79+Rb58+VC2bFm4uLigf//+sLKy0rjN4OBg7Nq1C9euXUN4eDiSk5Nhb2+PGjVq4Mcff0TLli2zFKMuZXRsXr9+XTTaqLrP5nvy9etXbNy4EV++fMFvv/0mWvZfvw7evHkTAwcOFKbPnTuHEiVKiNYJCgpC165dAaSNTDt58mSDxpgRJuAGsnTpUrRo0SJXu5lKSEjA5s2bsXXrViQmJqJFixa5Fgt9W7y8vHDnzh0AQL9+/Zh80zfjyZMn2X7t33//jXXr1qkMhPPs2TM8e/YMBw4cwPLly9Umk1++fMHIkSNx79490fzPnz8jICAAAQEBOHToEP7++2/Y29ur3f+9e/cwfvx4fPjwQTT/7du38PLywtGjR7Fo0SL07Nkz2+9RnfDwcAwdOhQvX75UeU93797F3bt3sW/fPmzduhXlypVTef2xY8fwv//9T6XU9f3793j//j3OnDmDzp07Y+nSpVr1cU7Z4+3tjeXLl+PDhw8qhWX/dcnJyfjzzz8zXa9SpUpo0qQJrl69in/++QddunRBhQoVDBBh5lgFxUA+fvyIVatW5WoMW7duxfr165GYmJircdC3JSYmBsuXLwcASKVS9OnTJ5cjIkoTFRWF9+/fZ+u1J06cwJo1azIchTI2NhYTJkxAYGCgyrLJkyerJN/K7t27h7Fjx0Jdb76BgYEYOnSoSvKtKCUlBXPnzlW7/6xQLPWTy+WYMGGCSvKtLCwsDGPGjFFJsoOCgjBz5sxMqzwcP34c69evz37QlKGbN29i+vTpGR4//1UpKSmYOXMmHj9+rNX6/fr1A5CWtM+fP1/t7zU38NbVgPbt24cePXqgRo0aubL/b+Wgo2/Lvn37EBUVBQBo3rw5ChcunMsR0bdgx44dSE5OztUYlEu///rrL1SrVk3tura2tqLptWvXCv8bGRlhzJgxaN68OWJiYuDm5iY88UlKSsKmTZtEBSR37tyBv7+/MO3o6IhJkyahTJkyePz4MZYuXYqYmBgAwN27d3H58mU0a9ZMWF8ul2P27NmIi4sT5nXu3Bl9+vSBqakpdu/ejRMnTgBISya2b9+OpUuXAgAGDBiAjh07avxMPn78iJEjRwoFKc7Ozvjll1+E5bdu3RLdODg6OmLy5MkoU6YMXr16hZUrVyI0NBQA8Pr1a1y6dAmtW7cW1t+xYwdSUlKE6Q4dOqB///4wNzfHpUuXsH79euGmZu/evRg/fjyMjL6dsryaNWvCx8dHmP5eBzfK6MYxXZEiRUTv1cLCQp8hfRPevHmDmTNn4ubNm1q/pmXLlihYsCAiIiJw+/ZtXLx4MVerUKVjAm5AMpkM8+fPx6FDh76pExb9dyUlJYnqDKbXlSMqWbJkboegkoA3bdoUdnZ2mb4uLCwMX758EaaHDBkiastSoUIFODs7C9PKJdD37t2Dubk5EhISAADr169HpUqVAABVq1ZFVFQUVq5cKXq9YgJ+48YNPHr0SJju3LkzVqxYIUzXrFkTCQkJsLKyQuHChVG+fHlhmZ2dncb3KJfLsXjxYiH5LlSoEP766y8YGxsL6yjuFwAWLVqExo0bAwCqVKkCW1tbDBkyRFgeHBwsWl/x9Q4ODli5cqVwvapZsyZCQkLg7e0NIK06TlRUFAoWLKg23txgYWGhtlpNXmRiYvKfea+fPn3C3r17sXXrVtGNrTZMTEzQoUMH4Vq3c+dOJuD/RY8fP8bevXtFDQe0oU2DKOXGO3/++Sd69uyp0igl3axZs4QGl5k1sDp69Cj27duHoKAgSCQSVKxYEb169UKPHj003kykpKTA09MTx48fx7Nnz/D161fY2dmhZs2a6NatG9q0aZPhPv/9919s3boVV65cwcePH2FjYwNnZ2eMHTs2w9cpunz5Mg4dOoSHDx8iMjISycnJsLS0hIODAxo2bIhhw4apNMJS/rzWrFmDtm3bYt++ffDy8kJwcDDMzMxQu3ZtjBkzBjVr1gSQdme+adMm+Pn54fPnzyhUqBBatmyJkSNHqpQqG2If2jh58qTwiNPCwiLDdgFJSUnw9fXF0aNH8fLlS3z48AGWlpYoU6YMWrRogX79+sHa2lrj64OCgrB3717cuXMHb9++RUJCAszNzeHg4IC6deuif//+QpKjSPm4DggIgFQqxebNm+Hr64t3797B1tYWLVq0wPjx41GoUCEAaSWBW7duxd27d5GUlIQSJUqgS5cuGDJkiNZ13O/evYuffvpJmB4/fjzGjRsnWmfJkiXYvn27ML1w4ULRawDg119/xcmTJ4VpPz8/FC1aFEDa78TLywsnT57Es2fPhMQxf/78KF26NFxcXDB48GCYmZkBSEvCWrVqJTofHD58GFWrVlWJ/8qVK3B1dRWmXVxcsGHDBq3euzbnnNTUVHh5eeHw4cN49uwZUlNTUb58efz000/48ccftdpPRhQTcHt7e62SbwAoXrw4rl27htjYWISEhKj8xtNLr9Mp/3ZcXV2F6iNhYWEqx2V0dHSGr1cslQSgcjwYGxvj77//1uq9KPL09BSVzM+bN0+l5F8ikYimLS0tRdPKpaTKybPi+dzMzEzl/G5ubi78L5VKM/zNZ1dMTAy2b9+OM2fOIDQ0FKampqhduzZGjBiB+vXrZ/jazBphKjYMNjU1xYMHD7B161a4u7sjIiIC9vb26NWrl+iG7cuXL9ixYwfOnz+PkJAQyOVyFC5cGPXr18eAAQPU/vYURUREYPfu3bh8+TJCQ0MRFxcHa2trVKpUCR07dkSPHj1EdenVnQcPHz4sxJ3emDkrjTDfvXsHT09PXLx4EW/fvkVsbCzs7OxQq1YtdO7cGW3atFE5dtR9nitXrkSnTp1w5swZ7N27F0+ePEFCQgJKlSqFzp07Y9CgQSrHmLr3ow3Fc86cOXNw9uxZYdrExAT58uXD58+ftdpW+/bthc8mICAAz549U2kAbWhMwHPB6tWr0a5dOyFR+JalpKRg4sSJOHXqlGj+nTt3cOfOHfj5+WHNmjUqP9wPHz5g9OjRKnW0wsPDcebMGZw5cwbOzs5YvXq12pb4Pj4+mDFjhqge4ocPH+Dp6YlTp05hzpw5mca+aNEi7NmzR2V+TEwMAgMDERgYCC8vL2zduhW1a9fWuJ24uDj8/PPPol5q4uLicOHCBfj7+2PDhg2QSqUYN24cYmNjhXXevHmD3bt3w9fXFx4eHihWrFiu7kOd48ePC/83aNBAdHFVFBQUhEmTJqnUK01KShIadW3btg1LliwRXRDS7d+/H4sWLRI92gbSWvinN4g7ePAgFixYkGkd9ODgYEyZMkVUNzg8PBweHh64cOECDh06BG9vb6xatUr0GPfZs2dYsWIFrly5gn/++UdUaqhJrVq1hEeXAODv76+SgF+/fl00ffPmTVHCJZPJEBAQIExXq1ZNSL5jY2MxfPhw3L17V2XfUVFRiIqKwp07d3D48GG4u7vD1tYWEokE3bp1EyVwp0+fVpsE+Pr6iqYz6okpq2JiYjBmzBjRMQsADx48wIMHD3Dx4sUcN+Z9+vSp8L+lpSWmTZuGa9eu4fPnzyhSpAiaN2+OkSNHauzJxMrKSvS5fP78GQ8ePMCyZctE6/Xt21fltRKJBEWKFBG2nZKSgo8fP+LkyZPYuXOnsJ69vb2oCgcAPHz4UPjfyMgIlSpVwtq1a+Ht7Y0PHz6gSJEiaN26NUaNGqWSQGsSExMjKnVv2rQp2rZtq7Je+s16uj///BMLFy5E6dKlERwcjD/++ENYZmVlpfJ7rVmzpvBEIDg4GGvXrsXAgQNhamqKixcv4siRI8K6nTp1yrQXmKx6/vw5hg8fLvp9x8fHw8/PD5cuXcK0adN0ur9ly5bhn3/+Eabfv38vuqm4ffs2xo4di0+fPole9++//+Lff/+Fp6cnRo0ahV9//VVtAuvr64sZM2aolNpGRkbi6tWruHr1Kg4cOIBNmzZpfYOZVe7u7liyZInGRrWnT59G3bp1sWbNmkwLcmQyGWbNmgUvLy/R/KCgIAQFBcHHxwfu7u7Ily+fTt+DYhXawoULY/ny5XBzc1M5/2hSu3Zt5M+fX7j5PnDggFZ5hD6xHoQBFC9eXJTgxcTEfDfdIu3evVsl+VZ0+vRplYt8QkIChg0blmkDicuXL2PixIkqddMfPHiAadOmaWwE9PXr10x/ON7e3mqTb2UxMTFquy5TtHTpUo0/8uTkZEyfPh1jxowRJcaKwsPDVS74ubEPZXFxcaLEsE6dOmrXCw4Oxk8//ZRpo67o6GiMHTsWp0+fFs0PDAzEb7/9ppJ8K0tNTcWCBQtUHqErGzt2rMaGeR8+fEC/fv2wYsUKjXUor127hgMHDmS4j3RGRkaipwIPHjwQlX5++fJFpfqC8vd4//59USmNYsLz559/qk2+lb18+VJUR7l79+6i5cqfOZB2wTp37pwwnS9fPri4uGS6L23NmDEjw4ufr6+vqNQ/q2JjY/Hvv/8K06GhoTh69Cg+fPiApKQkhIaGYs+ePejYsSOuXr2a6fauXr2Khg0bYsSIEXj+/DmAtCR7/PjxGda5Tjdz5ky0aNECS5cuFerG29vbY8uWLSqFCIq/lQIFCmDs2LFYv3493rx5I8S+fft2dOnSBc+ePdPq8/jnn38QGRkpTE+dOlXtenXr1hVVh7l79y66du2KmjVronv37njw4AGAtBuatWvXqpRgDxs2TFRvev369WjcuDHq1auHKVOmCNVfatasqfMEJjo6GiNHjtT4+5bL5Vi2bFm2G+YqS0pKEiXfQNrTifTjITg4GMOHD1dJvpVj2rhxIzZv3qyyLCAgABMnTsy0ysSDBw8wadKkbLyDzG3cuBG//fZbpo1q79y5g/79+2f4XgHAzc1NJflW9PTpU9ETQV0yNzeHq6srTpw4keXuTKVSKapXry5Ma9O1qb4xATcAiUSChQsXih4xHT9+XJT86FN6o5QBAwaI5k+ePBk+Pj4qj0sVpfdZ+/vvv+Pw4cNwc3ODo6OjaB3lBH3btm2ii0rp0qWxfPlyeHp6YunSpXBwcBCW+fv7q7x+2bJlomTNzs4Ov/32G7y9vbF582bUqVMHqampGb7njRs3Cv8bGxtj8uTJ8PLywsGDBzF//nzRI7LXr18jPDxc47Y+f/6MggUL4o8//sCRI0cwf/58UelpVFQU4uLiULlyZfz999/Yv38/OnfuLNrGhQsXMmxUY4h9KLt//76okZ26x4QymQyTJ08WXUBKliyJpUuXCt9HkyZNhGVyuRwzZ84UfZ4nTpwQfV+9e/fGrl27cPToUfzzzz+iBDc1NRVbt27NMO7Pnz+jevXq2LhxIw4fPqzyeD+92kS7du3g7u6Of/75B5UrVxato5iYZkYxaU1NTRX9bm/evKnymX/48EGUOF66dEm0PL20NDw8XNRHtr29Pf766y94e3tj7969GDp0qOh1iiXtpUqVEt0wvXr1SiWRu3PnDj5+/ChMt23bVuMTjqy6du2aymfYvn177Nq1C15eXvj1119hamqa6e80I4GBgVo1HI+NjcXYsWPx4sWLDNdTrE6TbvLkySpPNDQJCwsTTdvZ2WH79u0qjULj4uKEuuNA2vGq6Ubl48ePGDVqlKi+ujoxMTGiqgXOzs6oUqWKxvXXrFmDHj16qC2RBdKqlmzduhU//PCDyrLSpUvjn3/+ybCrtpo1a2LXrl0oUKBAhnFn1Y4dO0Sfs1QqxejRo3Ho0CG4u7sL3TXm5LhSp1OnTjh48CA2bNiAESNGCNVyFi5cKDr3NW3aFFu2bMHBgwcxZcoUUfWedevWic57qampmDNnjuj8UK9ePaxfvx6enp6YO3eu6Mbt2rVrQlLo4+MjNMpN17p1a+F6rfyUQ5MHDx6IGiMDab/THTt2wNvbGwsWLBBVQQoNDcXcuXMz3Obr16+RL18+TJs2DYcOHcKmTZtQtmxZ0TrK54b0uLP6p+jnn3+Gn58fZsyYke3jTvEa9/btW7x58yZb29EVVkExkMqVK2PQoEGiO8MFCxbg2LFjeu9zOb1RivKjzkKFCmXagMPExAQ7duwQ1qtatSry58+Pn3/+WVhHMdkA0nrVSJc/f37s3r1beKxVvXp11K1bF126dBEuUh4eHujQoQOAtIucYuvm9P2n/3AqV66Mxo0b48cff9RYcpSamopx48YJj8Rq1KiBUaNGCctr1qyJoKAg7N+/X5gXHh6u8TG2RCLBpk2bhLvnKlWq4PLly6I7aBsbG+zatUsoTapevTouXrwolFjHx8fj8+fPGh8xGmIfypQbuKmrD+fv7y+qBuDg4IADBw4Ix1LlypWFevnpscbFxWHbtm343//+B0C1vuy4ceOEKhiVKlVCo0aNMHv2bKExWkaJBZD2+HHXrl3CI865c+fi1KlTolLmxo0bi6pGLVq0CL179xaWZ6UE7YcffhA1yPP390e7du0ApF001blx4wZKlSoFIO1JTzpHR0fhWDYxMcHChQuF43T48OFo3ry5sG69evXg5+cnNJJTvkns3r27qPT89OnTou/wzJkzovV12cA2vRFeOuVGhtWqVYOjoyOmTJmS7X0oP0GrVq0ahg8fjlKlSuHZs2dYtWqV8JnExcXhzz//xLZt2zRuTzmBBoAVK1bgzJkz2Lhxo8a+vDW9PioqCj169MCoUaMwceJEYf7Xr1/Vvr5Lly746aef8PnzZ/z11194/fq1sN0tW7ZoLNEGgIMHD4rqrQ8fPjzDWM3MzFCrVi2cPXtWpb47ACQmJmLo0KH47bffVJ6mAEDRokVRtWpV4UmBsgcPHqBHjx7Yvn17lqu9ZUT5uJo7d67oBtvJyQkmJibw8PDQ2T5LlSqFZcuWCQVk6TfcL1++FP2+a9eujS1btogapBYrVkz43pKTk+Hp6YkxY8YASGvnoZjg1a5dG7t37xYKVqpXrw4rKyvhCWyhQoXw/PlzuLi4oFy5ckK1t3T58+fPcoPL7du3i25WBg4cKEqwK1eujB9++AE9e/YUjpMzZ84gMDBQpdBCkZubm6jgpWDBgqI2H+m97KTTRUPRrJZ4q6NcyPTw4UOVgXsMiSXgBjRhwgTRyer169dqH1t9S+rXr6/y41Gua6pYLeLly5eiUjcnJyeVOmUlS5YUJVl3794VSryV+91t2bKlyo/G1NQUgwYN0hizsbExOnXqhMmTJ2PTpk2iEq7Y2FhcuHBBJXnPqG/0KlWqiB5dAWmlRIo6dOggepRrYmIiJGDpFEvFcmMfypRvnNKTYkXKpRCjR49WuZEzMjLC9OnTRfMUG8solxB269YN8+bNg6+vLyIjI2FsbIwlS5Zg8uTJ6Nq1a6aDJHTs2FFUv1AqlYqeqgBAnz59RKV/yiU08fHxGe5Dkbm5uehio9gITrFUWvE4T7+JjIqKEiWSitVP7Ozs0Lt3b8yZMwe7d+8WJd/ppeOKvy3l77Zjx45Cw0xAtRqKYgJeqFAhnVzA0t2/f180PXLkSJV1OnXqpPaY0labNm2wevVqTJw4EaNHj4aHhwc6duyIatWqoUePHtizZ4+o/rG/v3+GT7KaNWuG/fv3w93dHd26dRPmP3jwAIMHD850fIRZs2bhyJEjWLt2rfC7S01Nxd9//y3qD1vdU6jGjRtj+fLlcHJyQuvWrbFnzx5R6anikxB1FKtMpd+0ZuR///sfFixYgJiYGNjb22Pp0qU4fPgwlixZIrQ9SkxMxOzZs3Hr1i3Ra9+9e4devXoJyXDTpk2xc+dO7N+/H0OHDhV+V69evcLIkSMzrVqmrcjISFHCmv77UKbYqFgX2rVrp3YwIeWnFu3bt1dpkNq2bVvRPMXCI+XX9+rVS6XdSXppdEBAAPz9/UUFRTmVlJQkOg+bm5urreZSsmRJlafjiq9TVqFCBdH5EEi7mVB8upbVXkoMRbmQTflGwdBYAm5AlpaWmDNnjqgXj82bN+usZEof/Xyru3NVblWveAJWTuouXLiQaQvohIQEvHnzBqVLl1YZdEBTaWhmrc7ThYeH4+LFi7h9+zYePnyI169fq71AZlR1Q90dsvKjfOVkGVDtbSC396FMsYTF3Nxc7UXo1atXoukGDRqo3VaZMmVQqFAh4ebr7du3iI+Ph4WFBbp164b9+/cLiejnz5/h4eEhlGKVKVMGTZo0QYcOHTLt4QBQ/1kpfw5lypQRTSsfs1n9rbi4uAgl/GFhYQgODoaNjY2ohHD06NHCUNHpF2J/f3/Rd6KugSqQVt3C398fd+7cwePHj9WW0CvHXKBAAbi4uAj1rJ8/f47g4GCULVsWT58+FSUznTp10qrRqbYUE10TExO1T08kEgmqVKmS7fq6xYsXR/HixTUuL1myJJo1ayZ63H3//n21DRMBcRsHJycnREdH48KFCwCAFy9ewNvbO8MGwOlPPapUqYKaNWuiffv2wk3Rli1bMHjwYOTPn1/lWAPSki9FhQoVgrOzs3DTFBERgTdv3qg9tu/evSv6HaY/LdTk2LFjooaSS5cuFbpcrFq1KqpVq4bu3bsjNTUVKSkp2LBhg+jJwezZs4Xv18HBARs2bBCe0tapUwdSqRRbtmwBkNaw+fTp0+jUqVOGMWlD+eapUqVKao/Z0qVLI1++fBqfNGSVciFGOuVr2ZIlSzJtu6VYDUqbUmBzc3Ohi0hdS29vkK5KlSpqOzwA0graFKttanryAUClCmq6/PnzC78H5SpCuugFRReU339uD3LEEnADa926tahOaWJiIhYuXJjl7ahLIHRdLw5QPWABZDj0sKZGgplJr6agXDKpqc5qZoMrfPr0CZMmTUKLFi0wb948eHt7Izg4GDKZDIUKFcpSH8fqBjdQLglR9zllpa93Q+xDmeJnrenzVK6bmlHdOxsbG9F0+ndqZmaGXbt2YcCAAWqTk1evXsHd3R0DBw5E3759VS58yrLzWeW0330XFxfRNvz9/XHjxg3hd1iyZEl069ZNSBjCwsLw5s0bUf1vGxsb1KtXT7TdwMBA9OrVC926dcNff/2Fc+fOCQlrmTJlVD5TZZoaY+qz9xNAXBpvYmKisa6xpgu+rignT4qNFDOj3E1iVtrkFCtWTFQKGB8fL1QHypcvn0riqPyEBlDtZ11T7MrfpaYbjHSK1TOKFSsm6u8cSKtqptgpwPXr14WbxNDQUFy5ckVY1q1bN5Uqkso3Kdo0gNWGtud+QLfHlabfWHauZYrVfZRvEBSfVhmCctW/jLqLVF6mrtpSOk2fvb6r0uqCcuxZeWKsDywBzwVz587FtWvXhMc0/v7+WR7BKiUlRaX7J3089slqqZnySbNNmzZate5Ov0ApJ2jKJ5F0GZV+yOVy/PLLL6L6sV26dIGLiwtq1aoFBwcHrF27VuthlLVJ3nKa4BliH9nZdsGCBUWlb9HR0RrrmCv3x6p4UreyssK8efMwbdo0XLlyBf7+/rh58yZevnwpupm8d+8ehg8fjhMnTmg8oWvzOWhKCLPL3t4etWrVEo4pf39/Uelso0aNYGVlherVqwvVM65fvy5KZlq2bCn6PYWHh2PIkCFCrwOWlpb46aef0LhxY9SsWRM2NjYYOHBghiO+NW3aVNRN4unTp/HLL7+Iqp+ULVtWpXpTTllaWgq/zYSEBCQnJ6vtjk5XpZSaKH/P6mKIiIhAgQIFVI4n5f6v1TWETEpKwufPn9V2zabcjWz6642MjFCyZEnR70ZdMqd8btV0rk0vpQfSvsvM6tMqll5q6upW8f0kJycjMjJSqIOsSN3rlT8LXfVIotxtnaZzP6Dba52mRF95/pQpUzQ+wUqneDwqv5+Mklp9UG7TkFFD36wUtOjySZqhKZ8vdNUoPbuYgOeC4sWLY9y4caJu4zKrk6pc6vz161eVO/fMHqfoOilRR/nxVEREhNoLxpMnT1CyZEmVO1LlkiLlLt7SKfazq+zKlSui5HvQoEEq3WVlt6Q+L1G8QGi6oJUoUUKlXqO6qjCvXr0S1f0vVaqUysktKSkJkZGRaN26tdATSExMDK5du4Zly5YhJCQEABASEoJbt26p1DPMbS4uLsJxdePGDVFykl6/unHjxkICvnPnTkRFRQnrKPcV7e7uLurya9myZSqDU2V2nEqlUnTu3Bk7duwAkNYF2KVLl0SJlK5Lv4G032l6giSTyRAUFKSS5Mtksky7Is3IzJkz8ebNG4SHhyMpKQkXLlxQuflSHsUx/dg8fPgwNm3ahLCwMCQmJmLt2rVCFZJ0yj0gKLZtGD9+PO7fv4+PHz8iX758uH79ukriofx6xRvTqlWrihLw58+fq5REKyeu6pL8yMhI0XacnJxU1lGmWJddXc8v6vadfi5Qrgev7vXv3r1T+9qcKl68OCQSiXBD/vz5c6SkpKhc+169eqXTZFbTE13l6kBfv35VuZbFx8cjJCQEZcqUUbnBU74WBgYGqtTdT01NxahRo1C8eHGUL18elSpVEs4lOb1eFylSBCYmJkJPV0+fPkVsbKzaEmzl+urZrTKiSUY9rRmS8nGjbR/8+sIqKLnk559/ztJBrlxFQPnCEx0drbFHhnTKP2hdNZ5RVKFCBdGNwd27d1V+3E+ePEGPHj1Qr149tGzZUtQPd926dUUXusuXL4t64QDSTnrpCYc6ykm78o1KXFwcLl68qN0bysMUG8jFxcWpPR6UE8KNGzeq9BMrk8nw119/qX1dSkoKxowZgzZt2qBWrVro0KGDqK5n/vz50aZNG5URODPrizY3KJZ+pV9406XXjVe8wCrWXzQ3N1fp8k35OFV+DPzixYsM62Km69Gjh2h6/vz5oml9JODKiaC6xuReXl4ZNorMzMuXL3Hz5k2EhITg/fv3OHbsmGj5q1evRA1ibW1the7ZrK2t8erVKyGhVOzxCEh7Subu7p7hewoPD4dMJkNMTAxOnDghWvbixQvR+dbExAS1atUSppVvtnbv3i1KbuPi4lR6x1GXgCs3Sldu0KyOYuIXGRmp0s3rixcvhL7AgbSblvQnj8rVYry9vVWeYij3Aa1te5zMFChQQNSWIDo6Wm1vJ4p1lXVBU6Kr3N7Fw8ND5Smfh4cHunbtijp16qBjx46i65Jyo+dDhw6p9MV97tw5XL58GR4eHvjjjz9EvyPlm03FLmO1YWpqKjqvJiQkiMYSSBcSEoK9e/cK0xKJROX4zaly5cpl60/XlBNwfQ18pC0m4LlEKpVi4cKFWt/lKjcqW7x4MUJDQyGXy/H48WO4urpmOiSrcvWO06dP4+HDh/Dy8spS472MSKVSlbqVo0aNwvbt2/HgwQP4+vqKhvgNCwsTtUy2s7MTJTopKSkYOnQo9u/fj8DAQFy8eBEDBw5UuQFRpFzXbtu2bfDw8MCTJ09w9OhRtfWMs3pyywsUj6nU1FSVki0grecIxZKgt2/fok+fPjhy5AgCAwNx6dIlDBs2TNQQzsrKSuipQCqVQiaTISQkBDKZDElJSfj555/h7e2NJ0+e4M6dO9i8eTMOHTok2q8+Tr45Va5cObWl/2XLlhWSp7p166qtOtOkSROVambKx+ncuXNx7tw5PHz4ENu3b8fAgQNVborUDaZRuXJlUZdhit3l1alTR2OjqZxQblR4+vRpTJgwAdevX8fjx4/h5uaGBQsW5Ggf6X0+p5s3bx42b96MBw8e4MiRIxg4cKDodzto0CDhs3d2dhadV65evYqJEyfixo0bCAgIUKmiZmNjI+pXX/n9zZ8/H//88w8ePnyII0eOYMiQIaI2N927dxeVLLZq1Up0gxsWFoZhw4YJ+3d1dRXV+dbU+FN58CttEnDlkv6ZM2cK599jx45h2LBhotgVb9CqVq0qSsI/fvyIAQMG4OzZs7h37x5WrFgh6qdfKpWqDGJUqVIl4S+rAz8p93qyePFirFy5Eg8fPsStW7cwZcoUUQNTfapatSpq1KghTH/69Am9e/fGsWPH8PjxY+zZs0cYmTQlJQUvX75E+fLlhfWVz53Pnz/HkCFD4Ofnh6dPn8LDw0Olz23Fa6fy+eLWrVu4ffs2zp49q3XvHf379xdN79mzBxMnTkRAQAACAwOxb98+9OvXT5SYdujQIdOeqL5XygUCGXW1aAisgpKL6tSpgz59+mjVp2mbNm1EJUAPHz5E69atIZVKhYu0Yi8U6iiXbvj7+wslSE2bNs10CFpt/fLLLzh9+rTwiDYuLk5j63EHBweMGDFCNC+9nnB6ycunT59USvUsLCwglUrVPops1qwZjI2NhYtMXFwc5s2bl2HMmd285EXKVQZCQkJUkjUTExOsXbsWP/30k5D8hYSEaBw91NjYGMuXLxfVP5w2bRquX78uVHN59eqVSreFipydnXP9xKiJi4uLysh5iiVdZmZmqFOnjsrw9OrqjrZo0ULUwO7169dCH8KaaKqP3L17d7W/MX2UfgNpF65+/fqJ+vw/ffq0SleIhQsXznZPA71794anp6dQ3SwhIUHU17iiWrVqic4jJiYmmDdvHsaNGydUaTh16pTaUX0lEgl+++030VPG5s2bo23btsL3ExcXpzIwSjp1/Z2bmZlh4cKF+OWXX4TCjZs3b6rtPrVixYoYPHiw2m0rJ1rqbgCVubq64ujRo0IhQ3x8vMbzb6lSpTBkyBBhWiKRYM6cORg9erQQ99OnT0U9dykaMmRIlhq0Z6Zv377w9PQUnnqmpKRg06ZN2LRpk2i9nBxXWTFv3jwMHDhQeHoREhKisb/2Nm3aoGnTpsK0sbExfv/9d7i6ugqf5e3bt9V22Qmklbi3b99emHZ0dISRkZHw2vfv3wsJ9YoVK7S6sW7SpAlcXV1F5yxNvwMg7fjKTqcQ3wvFp44mJiY6e3qTXSwBz2VTpkzJdAAIIK1UQ/HHmS49+a5Vqxb++OOPDLfRpEkTjUm2rhrSAGnVChQH79HEwcEBW7ZsUaleU7JkSWzYsEFja2tLS0usWbNGpRFVulKlSolK2dVRHKoZQKbDn+dF1apVE33GmurVV6tWDe7u7ipPYZTZ2Nhg48aNaNmypWh+uXLlsGXLFo0NwhQ5OTkJpUrfInUlesqPmpXreRoZGal9Xffu3VXqBSuSSqUq9eA1HaddunRRqcsqlUoz7bIuJ/73v/+pPSela9asGSZPnpzt7UulUmzevFnUY4c69erVw6ZNm1SePLRu3Rp//vlnhg2tzMzMsHTpUpVSYwD466+/Mu1xpGLFiti+fbvauqTpw9ZntP+KFSti8+bNGtdRbEMglUoz7f0JSDs/7tq1K9PkonTp0tiyZYvKebZ58+ZYsWKF2h6LFPXp0ydH3686pqam2Lhxo6gkWZFEIsH48eNVzjH6UrNmTaxbty7DHkSAtMG61N3kNG7cGKtWrcq0k4W6deti3bp1omonBQoU0Pg+s3K9njZtGqZNm5ZpLyUNGjTAvn37dD666bdEMQGvXLmywXumUcYS8FxmbW2NmTNnYtq0aZmuu3r1anh4eMDT0xMvX76EkZERKlSogO7du6NXr14ZNkwE0kqNd+/ejZUrV+L69ev4+vUr7OzsUKtWrUy7O8sqR0dHeHt7w9PTE76+vnj27Bk+f/4MU1NTlCtXDm3atMHAgQM1nuQbNmwIHx8fbN68GRcuXMCHDx9QsGBBNGvWDCNGjICjoyP+/PNPjfv/5ZdfUKlSJezatQuPHj1CfHw8rK2tUbVqVfTp0wdt27ZF27ZthVKiU6dOYdq0ad91C++skkqlcHZ2FvqRVq5vqqhmzZrw9vaGr68vTpw4gWfPnuHjx4+wsLBA2bJl0bJlS/Tv319jguDk5IRTp07h4MGDOH/+PF68eIHo6GgYGxvD3t4eVatWRadOndQOdvEtqVu3LmxsbIQnJhKJRCUBTx+FM12dOnXU1jU0NjbGxo0bsWfPHnh7e+PVq1dITU1FoUKFULduXQwdOhR2dnZo2bKlUIp74sQJtcl8wYIF0bRpU1HbhqZNm+q1jqOpqSnWrFkDHx8f7Nu3D0+ePIFMJkOlSpXQp08f9OjRI8eNr+zs7ODu7o5jx47h+PHjePz4MWJjY2FtbY1KlSqha9eu6Nq1q8ZjpkePHnBycsKuXbvg7++PsLAwSCQSoXu+IUOGaOxr3NzcHOvWrcOFCxdw6NAh3L9/H58/f4alpSUqVaqETp064ccff1Tb80q69PrBO3bswOXLl/H+/XuYmpqifPny6NixI3766acMEyPFxvmZJYGKihYtioMHD+LYsWM4ceIEnjx5gi9fvsDCwgLly5dH+/bt8dNPP2lM/Dt27Ih69eph7969uHTpEl6/fo3k5GTY2tqibt26Qm89mclOglO0aFF4eXlh586dOHbsGEJCQmBubo569eph6NChqF+/fqZPNHWpefPmOHXqFPbu3YuLFy8iNDQUsbGxyJ8/v9CneufOnTVWJ23fvj3q1q2L3bt349KlSwgNDUVSUhJsbGxQpUoVdO7cGV26dFF7DC9btgxr166Fr68vIiIikD9/fpQvX15tv/uaGBkZYfjw4ejQoQOOHDmCixcv4s2bN4iJiYGdnR1q166Nrl276rze97dGJpOJ2pMptzvKDRK5PkZvIaLvwuXLl4Vhra2srBAQEPBd9OdKqlxdXUXdHq5YsUJUr5nIUB4+fIhevXrByclJpbErUW5IPybT+fj45Hpbo2+3qImI9K5p06ZCQ6HY2FiVHmvo+/Do0SPRQDKWlpaZ9llMpC/pbYvSe6Uhym2K/ek3bNgw15NvgAk40X+aRCJB3759hWlNjXPo25KQkIArV67gyZMn8Pb2FjX2A9LqhGd1cC+inIqLi8PmzZvh5uYGS0tLlV44iHJLelVLAEIvXbmNVVCI/uO+fv2Kdu3a4ePHj7C0tMTly5f1PoQ45UxCQoKo32lFJiYmOH78uFY9ZhDpUlRUFFxcXGBmZoZVq1Z9c4Np0X/TzZs3MXDgQABpbXKUxwXILSwBJ/qPy5cvHyZNmgQgrQTr8OHDuRwRZcbc3Fxtw2mJRILff/+dyTflCjs7O6xbtw6nT59m8k3fjF27dgFIOz9q6kI3NzABJyL07NlT6Bd8586dooE66NvUqFEjFCxYEKampihRooTQR3n37t1zOzT6D3N2dtZ5r1pE2RUSEoKzZ88CSOs6s06dOrkc0f9hFRQiIiIiIgNiCTgRERERkQExASciIiIiMiAm4EREREREBsQEnIiIiIjIgJiAExEREREZEBNwIiIiIiIDYgJORERERGRATMCJiLIoLCwst0MgIqLvmDS3AyCi/55bt25h9+7dCAwMhEQiQbly5fDTTz/B2dlZWKdXr16IioqCsbExZDIZ8uXLh9atW2PMmDGQStNOXU+ePMGmTZsQGBgIuVyOMmXKYNCgQWjatKna/d65cwcTJkyAhYUFAEAmk6Fw4cLo1KkT+vfvDyOjzMskPD09ce/ePSxatCjHn4NMJkOfPn1gYWGB3bt3i5b98ccfOHv2rPBejYyMULFiRYwYMQI1a9YEALx79w69e/cW3o8iDw8P2NnZQSaTwcvLC8ePH8e7d+9gbm6Ohg0bYtSoUbC3t1d5nfJnJJfLUbx4cYwaNQo//PBDjt9zZjw9PXHx4kWsW7cuR9vp1asXJk2aZJCYlV24cAFPnz7FmDFjcrSd27dvY/369Xjz5g1sbGwwYMAAdOvWDUDa97J9+3Z4e3sjMTERdevWxf/+9z9YWVnB19cXb968gaurqy7eDhHpg5yIyIB8fX3l7du3lx89elQeExMjT0pKkl+8eFHeuXNnuYeHh7Dejz/+KPf39xem379/L+/bt698//79crlcLo+JiZG3a9dOfuLECXlSUpI8OTlZfvHiRbmLi4v88ePHavd9+/ZteceOHYVpmUwmf/Lkibxv377y9evXaxX/tm3b5LNnz87OW1dx9epV+dixY+V9+/aV37x5U7Ts999/l69bt06YTkhIkHt6espbtWolDwwMlMvlcnlYWJj8hx9+kH/9+lXjPhYuXCgfOXKkPCgoSC6TyeRRUVHyhQsXyvv37y9PTExUWV/dZ3T27Fl5y5Yt5R8/fszpW87UoUOH5OPGjcvxdpSPH0OJiYmR9+vXTx4TE5Pj7bRu3Vp+8eJFuVwul7948ULu4uIif/HihVwul8sPHjwoHzhwoDw8PFweHx8vnzlzpnzJkiVyuTztOxs5cqQ8ODg4Z2+GiPSGJeBEZDCJiYlYtWoVpk+fjpYtWwrzmzdvDisrK0ydOhWtW7eGnZ2dymuLFCmCRo0a4fnz5wCAkJAQJCYmolWrVjAxMRG2M3ToUHz9+lWreCQSCapUqYIZM2Zg8uTJGDhwIAoUKIBbt25h69atePPmDZKTk9GgQQPMnj0b165dw+7duyGTyTBixAhs2bJF47rm5ubYtWsX7t+/jxUrVqjd/9GjR9GsWTMkJCTAy8sLTk5OGmM1MzNDz549ERgYiF27duGPP/7I9P3du3cPly5dwoEDB4TP1NbWFjNnzsTvv/+ON2/eoGzZspl+Rq1atcKyZcvw+vVrFCxYEH/88QcSExPx+PFjWFlZYfv27fD09MSxY8cQHh4OU1NT9OjRQyiBbdq0KSZOnIj9+/cjLi4OjRs3xqxZs2BiYoLo6GgsWbIEt2/fRuHChVGjRg3R/v38/LB161Z8/PgRlSpVwtSpU+Ho6Ih3795h6NChGDRoEDw8PCCXy9GmTRtMmDBBeG16CXJMTAxatmyJsWPHwszMDH/88Qesra0xbtw4AMCVK1ewatUqHDp0CD4+Pjh+/DhSUlLw9u1bbNq0CZGRkVi5ciXCw8NRp04dAECFChXUljAfOXIE9erVg5WVFYC0kvju3bvj+PHj+PTpE2rVqoW5c+cif/78mDJlCh48eKCyjWnTpqFt27Y4cuQI8uXLh6SkJERGRsLY2Bjm5uYAAC8vL4wfPx6FCxcGAMycORPR0dHCd9ahQwfs2bMHc+fOzeQoIaLcwASciAzm4cOHSEhIUFtFpF69erC3t8e1a9fQsWNHleVv377F9evXMXz4cABA+fLlUaxYMYwcORJt2rRBrVq1UKlSJQwcODDLcdWpUwdGRkZ4/PgxateujdmzZ2Pu3Llo2rQpPnz4gDFjxuDs2bPo3LkzgoODERwcjN9//x3x8fEZrjt48GCN+4yIiMCtW7cwY8YMpKamYseOHQgPD0eRIkUyjLVhw4ZYvXq1Vu/r+vXrqFGjhsoNjampKX777TettiGTyXD+/HmYmZmhcuXKwvz79+9j27ZtMDc3x6NHj7Br1y78/fffcHR0xP379zFu3Di0bdsWJUqUAJCWDO/atQtRUVH45Zdf4Ofnh9atW+Ovv/4CkJa4hoeH49dff4WjoyOAtCpGf/75J5YtW4YqVarg8OHDmDZtmlBdJzY2FmFhYTh06BCePXuG8ePHw8XFBdWrVwcA3Lx5E6tWrYKJiQmmT5+OnTt3YuTIkZm+54cPH2LVqlWoXLkyZDIZhg8fjnHjxqF9+/Y4e/Ysfv/9d1SoUEHta48fP46pU6eK5l2+fBl///035HI5xo0bhyNHjmDQoEEab8zS5cuXDykpKWjXrh2Sk5MxaNAgODg4ID4+HiEhIYiMjMSgQYPw5csXNGrUCBMnThRe27x5c6xZswZTpkyBpaVlpu+ZiAyLCTgRGcynT59QoEABocRamb29PaKiooTpBQsWwNjYGKmpqYiPj0elSpVQt25dAGlJ5ObNm3Ho0CH4+flhy5YtMDU1Rfv27TFu3DiYmZllKbb8+fPj69evMDU1xbZt21CiRAnExsYiIiIC1tbW+Pjxo8prsrKuMh8fHzRu3Bg2NjYA0kqJDx8+jNGjR2f4ugIFCqiU8Pfs2VM0PWbMGHTt2hVfvnwRtp8V0dHRaN++PYC0pxbJyckYMmSIUKoLAHXr1kXBggUBABUrVsS2bdtQuHBhREVFITk5GWZmZoiIiBAS8N69eyNfvnzIly8fqlevjtDQUCQlJcHf3x9bt26FhYUFSpcujR49euDWrVsAgBMnTqB9+/ZCnfc+ffrg4MGDuHv3rpCkDxgwAKampqhevTpKliyJ0NBQIQH/+eefhRuawYMHY/369Vol4Pb29sLTiJMnT6Jo0aLo3LkzAKB9+/Y4cuSI2tdFRETgzZs3qFKlimh+t27dhJughg0bIjQ0NNMY0hkbG+P06dN4/fq1UPqvGFv6Dcb8+fOxbt06zJw5E0Dakw57e3s8fvwY9evX13p/RGQYTMCJyGBsbW3x6dMnJCcnq03C379/LyqtXbBggdCILjY2FmvXrsWkSZOwfft2SCQSWFlZYciQIRgyZAji4uJw+/ZtrFu3DsbGxujXr5+oNHzatGlCwqgsNTUVMTExKFKkCIyNjXH16lV4eHgASCtpT0hIgFwuV3ldVtZVJJfLceLECXz+/Bldu3YFkJbompiYwNXVFaamphpf++XLF6HaQTovLy+1pZz29vZqqzgAQFRUlNqqPkBakn/ixAlh+tmzZ5g7dy6srKzw008/CdtOZ2RkhB07dsDPzw+2trZCSblMJhPWUbwRkEqlkMvliI6ORnJysuh7KVasmPB/eHg47ty5g1OnTgnzkpOTER4eLiTg6rabTvFpQuHChREREaH2/SpTfG+RkZEqTyWUP/90Hz9+hKWlJfLlyyeab21trTbG6dOnq/1+pkyZgjZt2gBIq05iamqKihUrolu3bvDz80Pjxo0BAAMHDhQ+u59//hlz5swREnAAKFiwoFY3g0RkeEzAichgatasifz58+PMmTMq1UyuX7+O6OhoNGrUSO1rrays0LdvX/z888/49OkTTp48iYCAALi5uQEALC0t4ezsjLdv38Lf3x9FihTBmTNnRNu4c+eO2m3fu3dP6EXl4cOH+Oeff7BlyxYhyVOsV6woK+squnnzJuLj4+Hu7g6JRCLMHzFiBM6ePau2Ck66a9euoVKlSpnuA0grbd27d69Ksp2cnIyhQ4di1KhRGe4rXcWKFeHs7Ixbt24JCbii/fv3Izg4GB4eHrCyskJycjLOnTuX6XbTn4a8f/9eSFIVE0Z7e3v0799fqHYEAKGhoShUqBA+ffqU6fYVn6a8f/8eRYsWBZB2w5CcnCws+/Lli8ZtFC5cGO/fvxfN+/jxI0qXLq2yrkQiEd10ZGbZsmUal7148QILFy7Ezp07hd55kpOTkT9/ftja2qJAgQKIjY0V1k9NTVW58UtJSREdX0T07WA/4ERkMKamppg8eTLWrl2L48ePIzY2FgkJCbh48SJ+//13jBgxQmOpbEJCAo4ePYoSJUrAxsYGzs7OCAwMxO7duxEbG4vU1FS8fPkSp0+fRpMmTbSKRy6X4+HDh1i+fDkGDBgAKysrfP36FcbGxjAzM0NqaipOnjyJ+/fvIyUlBQBgYmIiVAHJbF1Njh49ChcXFxQsWBD29vbCX7t27eDp6anx/R88eBCXL1/OsG65ourVq+OHH37ArFmz8PLlSwBppcrz589HgQIF4OLiotV23rx5A39/f6Fqh7L0qjsmJiaIi4vD+vXrkZycjNTU1Ay3a2pqChcXF2zatAmxsbEIDQ2Fl5eXsLxDhw44duwYgoKCIJfL4efnh8GDB+PDhw9axb1r1y5EREQgIiICO3fuFG42SpYsievXryMqKgpRUVE4evSoxm00adIEHz9+hI+PD1JSUnDhwgU8fPhQ7bqFCxdGQkKCKDHOrpIlSyI+Ph579uxBamoqHj9+jGPHjqFDhw4AgI4dO2Lnzp2IiIhATEwMdu3apfJ9RkZGolChQjmOhYh0jyXgRGRQLi4usLW1xe7du+Hm5ga5XI7y5ctj6tSpaN68uWjduXPnwtjYGBKJBEZGRqhWrRqWLFkCIyMjlCxZEmvXrsW2bduwb98+JCUloVChQujWrRv69u2rcf9fvnwRHu8bGxujSJEi6NWrF3788UcAQIMGDdCyZUsMHjwYxsbGqFy5Mjp06IDXr18DSEvIPD090a9fP7i7u2e4rrpeUKKionDlyhW1/Vx36NABu3fvxqNHjwCk9Ynt7e0NADA3N0flypWxZs0alCtXTuvPe+7cudi9ezdmz56NqKgoWFpaonHjxpg6darQo0ZGn5FEIoGlpSXatGmDQYMGqV2/b9+++O2339ClSxdYWFjghx9+QI0aNfD69etM6x9PnjwZy5cvx48//ghbW1s0bdoUwcHBAIDatWtj/Pjx+P3334UGqgsXLkTJkiXx7t27TN97vXr1MGLECKSmpqJjx47CcdG1a1c8fPgQ/fv3h62tLXr06IEDBw6o3YaVlRUWLVqElStXYs2aNahfvz6qVKki9M+uyM7ODmXLlsXjx4/RsGHDTOPLiKmpKZYuXYrVq1fD3d0dhQsXxpQpU1CvXj0AwKhRoyCVSjFy5EjExcWhadOmon7HP378iJiYGJVeZYjo2yCRZ1ZZkYiI6D/q06dPCA8PF/UAM3LkSHTq1EkYFEeRu7s7wsLCMG3aNEOGqcLT0xNPnz7FnDlzcjUOIlKPVVCIiIg0SE5Oxvjx4xEUFAQAuHr1Kl68eCGURCvr3r07bt26pZNqKNkll8tx/PhxjU8siCj3sQSciIgoA2fOnMG2bdsQGRmJokWLYvjw4SrVpRSdO3cOT58+FQb6MbSTJ0/i7du3osarRPRtYQJORERERGRArIJCRERERGRATMCJiIiIiAyICTgRERERkQExASciIiIiMiAm4EREREREBsQEnIiIiIjIgJiAExEREREZkDS3AzA0uVwO9nxORERERPokkQASiUTtsv9gAg5ERubeEMFERERElPfZ21tBQ/7NKihERERERIbEBJyIiIiIyICYgBMRERERGRATcCIiIiIiA2ICTkRERERkQEzAiYiIiIgMiAk4EREREZEBMQEnIiIiIjIgJuBERERERAbEBJyIiIiIyICYgBMRERERGRATcCIiIiIiA2ICTkRERERkQEzAiYiIiIgMiAk4EREREZEBMQEnIiIiIjIgJuBERERERAbEBJyIiIiIyICkuR0AERHlHfnymUEqZdmOvqWkyPD1a2Juh0FE2cQEnIiIdEYqNYKxVIaklE+5HUqeZSq1BR9gE33fmIATEZFOJaV8Qtinc7kdRp5V3LYVjGGf22EQUQ7wFpqIiIiIyICYgBMRERERGRATcCIiIiIiA2ICTkRERERkQEzAiYiIiIgMiAk4EREREZEBMQEnIiIiIjIgJuBERERERAbEBJyIiIiIyICYgBMRERERGRATcCIiIiIiA2ICTkRERERkQEzAiYiIiIgMiAk4EREREZEBMQEnIiIiIjIgJuBERERERAbEBJyIiIiIyIC+mQT86dOnqFatGt6/fy+aHxQUhGHDhqFOnTpo3Lgxpk2bhoiIiFyKkoiIiIgoZ76JBDw4OBijRo1CSkqKaH5oaCgGDBiApKQkrF69GjNnzsT169cxduzYXIqUiIiIiChnpLm585SUFHh4eGDFihUwMTFRWe7m5gY7Ozts3boVZmZmAID8+fNj4cKFCA0NhaOjo6FDJiIiIiLKkVwtAb99+zaWL18OV1dXTJ06VbRMLpfj7Nmz6NWrl5B8A4CLiwv8/PyYfBMRERHRdylXS8DLlSuHs2fPwt7eHl5eXqJlb968QWxsLIoWLYp58+bBx8cHycnJaNWqFebOnQtbW9ts7VMiAaytLXQRPhERKZFKjZGakvl6lDNSqTGvZUTfOIlE87JcLQEvWLAg7O3t1S779OkTAGDZsmX48uUL1qxZgzlz5uDKlSuYMGGCIcMkIiIiItKZXC0Bz0hSUhIAoEiRIli9ejUk//82wtraGuPHj8e1a9fQqFGjLG9XLge+fInXaaxERJSGpbKGkZKSymsZ0TfO3t5KYyn4N9ELijpWVlYAgGbNmgnJNwD88MMPANK6JyQiIiIi+t58swm4o6MjJBKJUBKeLjU1FQBESTkRERER0ffim03A8+XLh3r16uHMmTNITk4W5p8/fx4A4OTklFuhERERERFl2zebgAPApEmTEBYWhtGjR+Py5cvYt28fFi1ahDZt2qBq1aq5HR4RERERUZZ90wm4k5MTduzYgfj4eIwdOxZubm7o1asXVqxYkduhERERERFli0Qul8tzOwhDksnkiIyMze0wiIjyJGtrC6QiEmGfzuV2KHlWcdtWMIY9e0Eh+sbZ21vByEh9m8VvugSciIiIiCivYQJORERERGRATMCJiIiIiAyICTgRERERkQExASciIiIiMiAm4EREREREBsQEnIiIiIjIgJiAExEREREZEBNwIiIiIiIDYgJORERERGRATMCJiIiIiAyICTgRERERkQExASciIiIiMiAm4EREREREBsQEnIiIiIjIgJiAExEREREZEBNwIiIiIiIDYgJORERERGRATMCJiIiIiAyICTgRERERkQExASciIiIiMiAm4EREREREBsQEnIiIiIjIgJiAExEREREZEBNwIiIiIiIDYgJORERERGRATMCJiIiIiAyICTgRERERkQExASciIiIiMiAm4EREREREBsQEnIiIiIjIgJiAExEREREZEBNwIiIiIiIDYgJORERERGRATMCJiIiIiAyICTgRERERkQF9Mwn406dPUa1aNbx//17jOosXL0bVqlUNGBURERERkW59Ewl4cHAwRo0ahZSUFI3r3Lx5E7t37zZgVEREREREuperCXhKSgrc3d3Rq1cvJCYmalwvLi4Os2bNQuHChQ0YHRERERGR7uVqAn779m0sX74crq6umDp1qsb1li5dioIFC6Jnz54GjI6IiIiISPekubnzcuXK4ezZs7C3t4eXl5fada5cuQJvb28cPnwYx48fz/E+JRLA2toix9shIiJVUqkxUjXXJiQdkUqNeS0j+sZJJJqX5WoCXrBgwQyXx8TEYPbs2ZgwYQLKlCljoKiIiIiIiPQnVxPwzCxevBhFixbFkCFDdLZNuRz48iVeZ9sjIqL/w1JZw0hJSeW1jOgbZ29vpbEU/JtNwC9cuIATJ07A09MTMplM+APSGm8aGRnByOib6MSFiIiIiEhr32wCfvr0aSQmJqJz584qy6pVq4Zx48Zh/PjxuRAZEREREVH2fbMJ+Lhx4zBgwADRvAMHDsDT0xMeHh7skpCIiIiIvkvfbAJeokQJlChRQjTv4sWLAIAaNWrkQkRERERERDnHStRERERERAYkkcvl8twOwpBkMjkiI2NzOwwiojzJ2toCqYhE2KdzuR1KnlXcthWMYc9eUIi+cfb2VjAyUt8NCkvAiYiIiIgMiAk4EREREZEBMQEnIiIiIjKgLCXgb968ga+vrzB94sQJ/Pjjj+jTpw+OHTum8+CIiIiIiPIarbshvHPnDlxdXVGsWDG0bdsWgYGBmDZtGgoUKIACBQpg+vTpkEql6NChgz7jJSIiIiL6rmldAu7m5oaCBQti7dq1AIBDhw5BLpfD3d0dp0+fRpMmTbB9+3a9BUpERERElBdonYA/ePAAAwcORIUKFQCkDYpTqVIllCtXDhKJBG3atMHz58/1FigRERERUV6gdQIuk8lgaWkJAHj58iXevHmDZs2aCcsTExNhamqq+wiJiIiIiPIQrRPwsmXLws/PDwCwb98+SCQStG7dGgAQHx+PI0eOoHz58vqJkoiIiIgoj9C6EeaIESMwefJkODk5ITY2FvXr10fNmjXx8OFD/PLLL/j06RP+/vtvfcZKRERERPTd0zoBb9euHbZv346TJ0+iaNGiGDBgAAAgf/78qFy5MoYOHYoffvhBb4ESEREREeUFErlcLtdmxbCwMNjZ2cHc3Fzt8ujoaAQFBaF+/fo6DVDXZDI5IiNjczsMIqI8ydraAqmIRNinc7kdSp5V3LYVjGGPL1/iczsUIsqAvb0VjIwkapdpXQe8VatWOHv2rMblvr6+GDlyZNajIyIiIiL6D9FYBeXt27c4fPiwMC2Xy+Hr64vXr1+rrCuXy3H+/HmYmZnpJUgiIiIiorxCYwJevHhx+Pn54eHDhwAAiUQCX19f0VD0ioyMjDBp0iT9RElERERElEdoTMAlEgm2b9+OL1++QC6Xo3Xr1vjf//6HVq1aqaxrbGwMGxsbjfXDiYiIiIgoTYa9oFhZWcHKygoAsGvXLpQrVw729vYGCYyI/pvy5TODVKp18xTKgZQUGb5+TcztMIiI/nO07oawQYMGANJGvPz8+TNSU1PVrle8eHHdREZE/0lSqRFMpDKkJn3K7VDyNGNTW2ShHT4REemQ1gn458+fsXDhQpw5c0Zj8g0AT58+1UlgRPTflZr0CfEfzud2GHmaRWEXwIhPNImIcoPWCfiSJUtw8uRJODs7o0qVKjA1NdVnXEREREREeZLWCfj58+fRu3dvLFq0SJ/xEBERERHlaVpXAExJSUGNGjX0GQsRERERUZ6ndQJev359XL9+XZ+xEBERERHleVpXQfnf//6HwYMHY9myZWjfvj3s7OxgZKSav7MXFCIiIiIizbROwLt06QKZTIZ//vkH27dv17gee0EhIiIiItJM6wR8xIgRkEgk+oyFiIiIiCjP0zoBHz9+vD7jICIiIiL6T9A6AU8XFBSEixcvIiwsDIMHD4alpSWePXuG5s2b6yM+IiIiIqI8JUsJ+KJFi7B3717I5XJIJBK0b98e0dHRmDhxIlq0aIE1a9bAzMxMX7ESEREREX33tO6GcNeuXXB3d8fIkSNx4MAByOVyAEDjxo0xZMgQXLx4EVu2bNFboEREREREeYHWCfj+/fvRvn17TJo0CY6OjsL8AgUKYObMmejatSuOHz+ulyCJiIiIiPIKrRPw0NBQNGrUSONyJycnvHv3TidBERERERHlVVon4La2tnj//r3G5c+fP4e1tbVOgiIiIiIiyqu0TsDbtGmDvXv34sWLF8K89H7B/fz84OHhgZYtW+o+QiIiIiKiPETrXlAmTpyIGzduoGfPnqhQoQIkEgnc3NywdOlSBAYGwsHBARMnTtRnrERERERE3z2tS8ALFCiAAwcOYMSIEUhKSoKZmRnu37+P+Ph4DB06FJ6enrCzs9NnrERERERE3z2tS8ATExNhYWGB8ePH62VUzKdPn6JXr144d+4cihYtKsw/efIktm7diuDgYBQoUABNmjTB1KlTYW9vr/MYiIiIiIj0TesS8CZNmmDmzJm4cuUKZDKZToMIDg7GqFGjkJKSIprv4+ODX3/9FdWqVcO6devw66+/4tq1axgyZAiSkpJ0GgMRERERkSFoXQLepk0bnDt3Dt7e3rC3t0fHjh3RuXNn1KxZM9s7T0lJgYeHB1asWAETExOV5Zs2bULz5s3x22+/CfPKli2LPn364NKlS2jdunW2901ERERElBu0TsCXLFmC5ORkXLp0CT4+Pjh06BB2794NR0dHdO3aFZ06dUKZMmWytPPbt29j+fLlGDZsGIoUKYI5c+YIy+RyOZo0aYJ69eqJXlO2bFkAQEhISJb2RURERET0LdA6AQcAExMTtGrVCq1atUJiYiIuXLiAU6dO4Z9//sH69etRrVo1HDp0SOvtlStXDmfPnoW9vT28vLxEyyQSCWbMmKHymrNnzwIAypcvn5XQFbYLWFtbZOu1RKR/UqkxZKxhZhBSqbHOz4dSqTFSUzJfj3JGH98dEenW/++tW60sJeCKzMzMUKtWLURERCAyMhI3b94U9RGujYIFC2Zp/ZCQECxduhTVqlVD06ZNs/RaIiIiIqJvQZYT8Pfv3+PUqVM4deoU7t+/DyMjIzRs2BB//vkn2rRpo48YAQAvX77EsGHDIJVKsXr1ahgZad1+VEQuB758iddxdESkK9bWFtq3DqccSUlJ1fn5kKWyhqGP746IdMve3kpjKbjWCfiOHTuEpFsul6NatWqYMWMGOnXqhEKFCukqVrWuX7+O8ePHw9LSEjt37kTJkiX1uj8iIiIiIn3JUiPMUqVKYcyYMejSpQtKly6tx7D+j4+PD6ZPn44yZcpg69atKFKkiEH2S0RERESkD1on4AcOHMhRl4PZcfnyZUybNg1169bFhg0bYGVlZdD9ExERERHpmtYJeHryHRQUhIsXLyIsLAyDBw+GpaUlnj17hubNm+s0sKSkJMyePRuWlpYYPXq0SgPPYsWKsTSciIiIiL47WWqEuWjRIuzduxdyuRwSiQTt27dHdHQ0Jk6ciBYtWmDNmjUwMzPTSWD3799HeHg4AMDV1VVl+cSJEzFmzBid7IuIiIiIyFC0TsB37doFd3d3jBo1Cq1atUKfPn0AAI0bN8aQIUOwY8cObNmyBePGjctWID179kTPnj2F6fr16yMoKChb2yIiIiIi+lZp3dvX/v370b59e0yaNAmOjo7C/AIFCmDmzJno2rUrjh8/rpcgiYiIiIjyCq0T8NDQUDRq1EjjcicnJ7x7904nQRERERER5VVaJ+C2trZ4//69xuXPnz+HtbW1ToIiIiIiIsqrtE7A27Rpg71794p6I5H8/+F9/Pz84OHhgZYtW+o+QiIiIiKiPETrRpgTJ07EjRs30LNnT1SoUAESiQRubm5YunQpAgMD4eDggIkTJ+ozViIiIiKi757WJeAFChTAgQMHMGLECCQlJcHMzAz3799HfHw8hg4dCk9PT9jZ2ekzViIiIiKi716W+gG3sLDA+PHjMX78eH3FQ0RERESUp2ldAk5ERERERDnHBJyIiIiIyICYgBMRERERGRATcCIiIiIiA2ICTkRERERkQFr3ghIWFpbhcolEAlNTU9jY2MDY2DjHgRERERER5UVaJ+AuLi7CyJcZMTY2RpUqVTBp0iQ0adIkR8EREREREeU1Wifgv/32G1asWIHk5GR07doVZcuWhZmZGV6/fo3jx48jNjYW/fv3R0JCAi5cuICRI0dix44dcHJy0mf8RERERETfFa0T8GfPnsHS0hIeHh4oXLiwaNno0aPRu3dvyGQyzJ07F1OnTsWAAQPw999/459//tF50ERERERE3yutG2EeP34c/fv3V0m+AcDa2hp9+/bFkSNHAKSNmNmtWzc8evRIZ4ESEREREeUFWifgqampkMlkGpcnJycjISFBmDYzM8twfSIiIiKi/yKtE3AnJyfs3LkTr169Uln29u1b7N69G3Xr1hXmnTt3DmXLltVNlEREREREeYTWdcCnT5+Ofv36oUuXLmjWrBlKlSoFU1NTvH79GpcuXYJUKsX06dMBAJ06dUJwcDD++usvvQVORERERPQ90joBL1OmDA4fPox169bh3LlzOH/+PADA0tISrVq1wsSJE+Ho6IioqCjY2dlhyJAh6Ny5s94CJyIiIiL6Hknkcrk8Oy/8/PkzUlJSYG9vr1X/4N8KmUyOyMjY3A6DiDSwtraAkSwS8R/O53YoeZpFYRfIjOzx5Uu8TrdrbW2BVEQi7NM5nW6X/k9x21Ywhu6/OyLSLXt7KxgZqc+RtS4BV2ZjY5PdlxIRERER/WdpnYAnJSVh7dq1OHbsGCIjI5GamqqyjkQiwZMnT3QaIBERERFRXqJ1Ar5s2TLs2bMH5cqVg5OTE0xNTfUZFxERERFRnqR1An7y5Em0bdsWa9eu1Wc8RERERER5mtb9gH/9+hXOzs76jIWIiIiIKM/TOgGvXr06h5YnIiIiIsohrRPwGTNm4NSpU3B3d0dUVJQ+YyIiIiIiyrO07ge8Q4cOiIqKQnR0tOaNfQe9oLAfcKJvG/sBNwz2A/79Yj/gRN8HnfQDXqtWre9qwB0iIiIiom+R1gn4kiVL9BkHEREREdF/gtZ1wImIiIiIKOc0loBXqVIFy5YtQ5cuXQAAlStXzrQKyvdQB5yIiIiIKDdpTMC7d++OkiVLiqZZB5yIiIiIKGc0JuB//vmnaFrfdcCfPn2KXr164dy5cyhatKgw39/fH6tWrcKLFy9gb2+PgQMHwtXVVa+xEBERERHpi9Z1wO/evZvh8rdv32LkyJHZCiI4OBijRo1CSkqKaP6dO3cwevRolC1bFuvWrUOXLl2wbNkybNu2LVv7ISIiIiLKbVr3gjJs2DBs3LgRDRo0EM1PTU3Ftm3bsGHDBiQmJmZp5ykpKfDw8MCKFStgYmKisnzt2rWoWrUq/vrrLwBAs2bNkJKSgo0bN2LQoEEwNTXN0v6IiIiIiHKb1iXg5cqVw8iRI3H58mVh3t27d9G9e3esXLkSpUqVgru7e5Z2fvv2bSxfvhyurq6YOnWqaFliYiJu3bqFtm3biua3a9cO0dHRuHPnTpb2RURERET0LdA6Ad+5cyfq1KmDsWPH4siRI5g3bx4GDBiA9+/fY/bs2fDy8kKdOnWytPNy5crh7NmzGDduHIyNjUXLQkNDkZycjDJlyojmlypVCgDw6tWrLO2LiIiIiOhboHUVFEtLS2zevBlTpkzBzJkzIZFI0LVrV0yfPh329vbZ2nnBggU1LouJiQEAWFlZiebny5cPABAbm73h5CWStKGSiejbJJUaQ5aU21H8N0ilxjo/H0qlxkhNyXw9yhl9fHdEpFsZdR6YpYF4TExMsGbNGvTp0wcSiQT16tXLdvKdGblcDgAauz40MuIYQkRERET0/dFYAt6qVasMXyiTybBgwQJs2rRJmCeRSHD27FmdBJY/f34AqiXd6dPpy7NKLge+fInPWXBEpDfW1hYcotdAUlJSdX4+ZKmsYejjuyMi3bK3t9JYCq4xAS9evHiGG81seU6VLFkSxsbGCAkJEc1Pn1auG05ERERE9D3QmIDv3r3bkHGoMDMzg5OTE3x9ffHzzz8LVVFOnz6N/Pnzo3r16rkaHxERERFRduj0SW9UVJQuN4dffvkFd+7cwaRJk+Dn54fVq1dj27ZtGDVqFCws+JiTiIiIiL4/WveCAgBHjhyBr68v4uLiIJPJhPmpqan4+vUrXrx4gUePHuksuMaNG2PdunVYu3Ytxo4diyJFimD69Okcip6IiIiIvltaJ+BbtmzBypUrYWJiAisrK3z69AlFixbF58+fER8fD3NzcwwaNCjbgfTs2RM9e/ZUmd+mTRu0adMm29slIiIiIvqWaF0FxcvLC5UrV8bVq1fh4eEBuVyOXbt24datW5g3bx4SExNRq1YtfcZKRERERPTd0zoBf/v2Lbp16wYrKys4OjrC2toat27dgrGxMfr374+OHTti586d+oyViIiIiOi7p3UCLpVKhVEogbQh4YOCgoTphg0b4vXr1zoNjoiIiIgor9E6AS9Xrhzu3r0rTJcpU0bU4DI6OhpJSRw/moiIiIgoI1on4D179oSXlxemTp2KuLg4uLi44NatW3Bzc4OPjw927NiBypUr6zNWIiIiIqLvnta9oPTr1w/v37+Hu7s7pFIp2rZti06dOsHNzQ0AYGVlhalTp+otUCIiIiKivEAil8vlWXlBSkoKpNL/y9tv3bqFz58/o06dOrC3t9d5gLomk8kRGRmb22EQkQbW1hYwkkUi/sP53A4lT7Mo7AKZkT2+fInX6XatrS2QikiEfTqn0+3S/ylu2wrG0P13R0S6ZW9vBSMjidplWldBmTVrFu7fvy9KvgHAyckJrVu3xvPnzzFixIicRUpERERElMdpnYAfPnwYoaGhGpdfv34d169f10lQRERERER5lcY64KGhoejcubOoZ5Np06Zh2rRpGjdWo0YN3UZHRERERJTHaEzAHR0dMW/ePNy6dQtyuRxHjhxBvXr14OjoqLKukZER7Ozs0K9fP70GS0RERET0vcuwF5Qff/wRP/74IwAgJCQEY8eORePGjQ0SGBERERFRXqR1HfAvX77g2bNn+oyFiIiIiCjP0zoBDwkJgYWFhT5jISIiIiLK87ROwJs2bYpTp04hNpZ9aBMRERERZZfWI2FWrlwZO3fuhIuLC2rWrAl7e3sYGYnzd4lEgsWLF+s8SCIiIiKivELrBHzDhg3C//7+/mrXYQJORERERJQxrRPwwMBAfcZBRERERPSfoHUdcEUymQwRERGiQXqIiIiIiChzWUrA//33X4wfPx716tWDs7Mzbt++jYCAAPTu3Ru3bt3SV4xERERERHmG1gn469ev0bt3b9y4cQPOzs7CfGNjYwQHB8PV1RX37t3TR4xERERERHmG1gn4ypUrYW5uDh8fHyxYsAByuRwA0KBBA/j4+KBgwYJwc3PTW6BERERERHmB1gn4tWvX0K9fP9jb20MikYiWFSlSBP3798ejR490HiARERERUV6idQKelJSEAgUKaFxuYmKCxMREnQRFRERERJRXaZ2AV65cGefPn1e7LCUlBUePHkWlSpV0FhgRERERUV6kdQI+atQoXL16FVOnTsW1a9cAAG/fvsW5c+cwePBgPHnyBEOHDtVboEREREREeYFEnt6aUgteXl5YvHgxvn79CrlcDolEArlcDjMzM0yaNAlDhgzRY6i6IZPJERkZm9thEJEG1tYWMJJFIv6D+idupBsWhV0gM7LHly/xOt2utbUFUhGJsE/ndLpd+j/FbVvBGLr/7ohIt+ztrWBkJFG7TOuRMAGgZ8+eaNu2La5cuYLQ0FDIZDI4ODigSZMmsLW11UmwRERERER5mdYJ+N9//40uXbrA0dER7dq102dMRERERER5ltZ1wNeuXYu2bdvip59+gru7O6KiovQZFxERERFRnqR1An7u3DlMmjQJSUlJWLRoEZo1a4YRI0bg2LFjiI9nPTQiIiIiIm1kqRFmutevX+PEiRM4deoUnj9/DgsLC7Rq1QpdunRB8+bN9RGnzrARJtG3jY0wDYONML9fbIRJ9H3IqBFmthJwRc+fP8eKFStw8eJFSCQSPH36NCeb0zsm4ETfNibghsEE/PvFBJzo+6CzXlDSpaamIiAgACdPnsSFCxcQFRUFBwcHdO7cOUeBEhERERHldVon4DKZDFevXsWpU6dw9uxZfPnyBTY2Nmjfvj26dOmCunXr6jNOIiIiIqI8QesEvHHjxoiOjoa5uTlcXFzQpUsXNG3aFFJptgrRiYiIiIj+k7TOnmvWrIkuXbqgdevWsLS01GdMKvbt24ddu3bh3bt3cHR0xIgRI9C1a1eDxkBEREREpAtaJ+BbtmwR/o+IiEBYWBhMTExQpEgR2NnZ6SU4APDw8MCCBQvg6uoKZ2dn+Pn5Ydq0aTAxMUGHDh30tl8iIiIiIn3IUv2RR48eYdGiRXjw4IFofq1atTB79mzUqFFDp8EBwOHDh9GwYUPMmDEDANCkSRM8evQIe/fuZQJORERERN8drRPwoKAgDBo0CADQp08flCtXDjKZDMHBwTh27BgGDx6MAwcOoEKFCjoNMDExEba2tqJ5NjY2CAkJ0el+iIiIiIgMQesEfPXq1ciXLx88PDzg4OAgWjZmzBj06tULbm5uWLNmjU4DHDx4MObOnYuTJ0/C2dkZ/v7+uHjxIiZNmpSt7Ukkaf3UEtG3SSo1hiwpt6P4b5BKjXV+PpRKjZGaotNNkhr6+O6ISLck6rsAB5CFBPzWrVsYOnSoSvINAEWLFkW/fv2we/fubAWYkU6dOuHatWv49ddfhXk9evTA8OHDdb4vIiIiIiJ90zoBT0pKQr58+TQut7KyQkJCgk6CUvTLL7/g7t27mDVrFqpWrYr79+/j77//hpWVFebMmZPl7cnl4OhhRN8wa2sLGOV2EP8RKSmpehkJk/RPH98dEemWvb2VxlJwrRPwKlWq4Pjx4xgwYIBK39/Jyck4duwYKlasmKNAld25cwf+/v74888/0bNnTwBAgwYNUKBAAcybNw+9e/dGpUqVdLpPIiIiIiJ90rqgafjw4Xj48CEGDhyI06dPIygoCEFBQTh58iQGDhyIx48fw9XVVafBhYWFAYDKKJtOTk4AgJcvX+p0f0RERERE+qZ1CXjr1q0xd+5cLF++XFQfWy6Xw8zMDDNmzED79u11GlyZMmUAADdv3kTp0qWF+ffu3QMAtfXRiYiIiIi+ZVnqB3zAgAHo1KkTAgIC8ObNG8jlcpQoUQJNmjSBjY2NzoOrVq0aWrdujcWLF+Pr16+oUqUKHj16hPXr16NZs2aoVauWzvdJRERERKRPWUrAgbQ+uA05AM6qVavg5uaGHTt2IDIyEg4ODnB1dcXIkSMNFgMRERERka5kOQE3NFNTU0yePBmTJ0/O7VCIiIiIiHKMvX0RERERERkQE3AiIiIiIgPSmIBfvHgRERERhoyFiIiIiCjP05iAT506FRcvXhSmBw8ejICAAEPERERERESUZ2lMwOVyOW7fvo34+LShbm/cuIHIyEiDBUZERERElBdJ5HK5XN2CWbNm4fDhw5D8/0Hs5XK58L/GjUkkePLkie6j1CGZTI7IyNjcDoOINLC2toCRLBLxH87ndih5mkVhF8iM7PHlS7xOt2ttbYFURCLs0zmdbpf+T3HbVjCG7r87ItIte3srGBmpz501dkO4cOFCVKtWDc+ePUNSUhK8vb1Rr149ODo66i1QIiIiIqK8TmMCbmpqioEDBwrTR44cQd++fdGlSxeDBEZERERElBdpPRBPYGCg8H9ERATCwsJgYmKCIkWKwM7OTi/BERERERHlNVkaCfPRo0dYtGgRHjx4IJpfq1YtzJ49GzVq1NBpcEREREREeY3WCXhQUBAGDRoEAOjTpw/KlSsHmUyG4OBgHDt2DIMHD8aBAwdQoUIFvQVLRERERPS90zoBX716NfLlywcPDw84ODiIlo0ZMwa9evWCm5sb1qxZo/MgiYiIiIjyCq2Hor916xb69++vknwDQNGiRdGvXz9cv35dp8EREREREeU1WifgSUlJyJcvn8blVlZWSEhI0ElQRERERER5ldYJeJUqVXD8+HGkpKSoLEtOTsaxY8dQsWJFnQZHRERERJTXaJ2ADx8+HA8fPsTAgQNx+vRpBAUFISgoCCdPnsTAgQPx+PFjuLq66jNWIiIiIqLvntaNMFu3bo25c+di+fLl+PXXX4X5crkcZmZmmDFjBtq3b6+PGImIiIiI8ows9QM+YMAAdOrUCQEBAXjz5g3kcjlKlCiBJk2awMbGRk8hEhERERHlHVlKwAHAxsYGHTp00EcsRERERER5ntZ1wImIiIiIKOeYgBMRERERGRATcCIiIiIiA9I6AZfJZPqMg4iIiIjoP0HrBLxr167YuXOnPmMhIiIiIsrztE7A//33X1hYWOgzFiIiIiKiPE/rBLxp06Y4deoUYmNj9RkPEREREVGepnU/4JUrV8bOnTvh4uKCmjVrwt7eHkZG4vxdIpFg8eLFOg+SiIiIiCiv0DoB37Bhg/C/v7+/2nWYgBMRERERZUzrBDwwMFCfcRARERER/Sdkqx9wmUyGiIgIJCUl6ToeIiIiIqI8LUsJ+L///ovx48ejXr16cHZ2xu3btxEQEIDevXvj1q1b+oqRiIiIiCjP0DoBf/36NXr37o0bN27A2dlZmG9sbIzg4GC4urri3r17+oiRiIiIiCjP0DoBX7lyJczNzeHj44MFCxZALpcDABo0aAAfHx8ULFgQbm5ueguUiIiIiCgv0DoBv3btGvr16wd7e3tIJBLRsiJFiqB///549OiRzgMkIiIiIspLtE7Ak5KSUKBAAY3LTUxMkJiYqJOgiIiIiIjyKq0T8MqVK+P8+fNql6WkpODo0aOoVKmSzgIjIiIiIsqLtE7AR40ahatXr2Lq1Km4du0aAODt27c4d+4cBg8ejCdPnmDo0KF6CfLmzZvo168fatWqhaZNm2LRokX4+vWrXvZFRERERKRPWg/E07JlS/zxxx9YvHgxTpw4AQCYO3cu5HI5zMzMMGPGDLRr107nAd67dw9Dhw6Fi4sLNmzYgH///RcrV65EVFQUVq1apfP9ERERERHpk9YJOAD07NkTbdu2xZUrVxAaGgqZTAYHBwc0adIEtra2eglw+fLlqF27NtasWQOJRIImTZpAJpNh+/btiI+Ph4WFhV72S0RERESkD1lKwAHAysoKbdu2RVRUFIyMjPSWeANAVFQUbt26hRUrVoh6XhkwYAAGDBigt/0SEREREelLlhLwly9fYs2aNfD390d8fDwAIH/+/GjVqhUmTpyIokWL6jS4Z8+eQS6Xw9raGr/++isuXrwIY2NjdO7cGbNmzYK5uXmWtymRANbWLDUn+lZJpcaQJeV2FP8NUqmxzs+HUqkxUlN0uklSQx/fHRHpllKv3SJaJ+APHz7E4MGDkZycjGbNmqFkyZKQyWR4/fo1jh49ikuXLmHfvn0oWbKkLmIGkFYCDgAzZ85EmzZtsGHDBgQFBWH16tVITEzEkiVLdLYvIiIiIiJD0DoBX758OaysrODu7q6SZD979gyDBw/G0qVLsX79ep0Fl5ycDACoW7cu5s+fDwBo3Lgx5HI5li5dirFjx8LR0TFL25TLgS9f4nUWIxHplrW1hfbdM1GOpKSk6vx8yFJZw9DHd0dEumVvb6WxFFzr69z9+/cxePBgtSXcFStWxM8//4yAgIBsB6lOvnz5AADNmjUTzW/atCnkcjmCgoJ0uj8iIiIiIn3TOgEvUKAAUlNTNS63tLTMVp3sjJQuXRpA2iicitJLxiUZVa4hIiIiIvoGaZ2ADxgwADt27MCLFy9UloWHh2P37t3o06ePToMrV64cHBwc4OPjI5p/4cIFSKVS1KlTR6f7IyIiIiLSN411wGfNmqUyLzExEd27d4ezszPKlCkDiUSCt2/f4tKlSzAzM9N5cBKJBFOnTsXkyZMxdepU9OzZE48ePcKGDRswaNAg2NnZ6XyfRERERET6JJHL5XJ1CypXrpz1jUkkePr0aY6DUnb27FmsX78eL168gL29Pfr27YtRo0bByCjrTbVkMjkiI2N1HiMR6Ya1tQWMZJGI/3A+t0PJ0ywKu0BmZK+XRpipiETYp3M63S79n+K2rWAM3X93RKRb9vZWMDJSX11aYwl4YGCg3gLKqtatW6N169a5HQYRERERUY6xty8iIiIiIgPK0kiYR44cwZUrV/Dx40fIZDKV5RKJBDt37tRZcEREREREeY3WCfiqVauwadMmmJiYwN7ePlv1r4mIiIiI/uu0TsAPHz6Mpk2bYt26dbCw4EhnRERERETZoXUxdmxsLNq1a8fkm4iIiIgoB7ROwJ2dnXHt2jV9xkJERERElOdpXQVl7ty5GDp0KKZMmYLWrVvD3t5e7VDw9evX12mARERERER5idYJeFhYGGJiYnDixAmVoeEBQC6X620gHiIiIiKivELrBPy3335DdHQ0hg0bhtKlS0MqzVIPhkREREREhCwk4M+fP8e4ceMwYsQIfcZDRERERJSnad0Is2jRouz7m4iIiIgoh7TOqIcPH46dO3fixYsX+oyHiIiIiChP07oKSmBgIIyMjNC1a1c4OjqiYMGCMDY2Fq3DoeiJiIiIiDKmdQJ+4cIFGBkZoWjRokhOTsa7d+/0GRcRERERUZ6kdQJ+/vx5fcZBRERERPSfwL4EiYiICACQL58ZpFJ2uKBvKSkyfP2amNthUC7SOgEfPHiwVuvt2rUr28EQERFR7pFKjSA3SkZUHKuZ6oudZTFIpSa5HQblMq0T8Ddv3qjMk8lk+PTpExITE+Hg4IAKFSroNDgiIiIyrKi4dzj1dHNuh5Fnta8yEvbmJXM7DMplOa4DnpqainPnzmHOnDkYNmyYzgIjIiIiIsqLclzRy9jYGG3btkXv3r2xfPlyXcRERERERJRn6aylRenSpREYGKirzRERERER5Uk6ScCTkpJw9OhR2Nvb62JzRERERER5Vo57QUlKSsKrV68QHR2N8ePH6ywwIiIiIqK8KEe9oABpdcDLli2Lzp07o3///joLjIiIiIgoL+JImEREREREBsThroiIiIiIDEhjCbibm1u2Njhu3LhsB0NERERElNflOAGXSCSiaSbgRERERESaaUzAz507l+mLY2NjsWrVKly8eBFSqVRjTylERERERJRGYwLu4OCQ4Qt9fHywZMkSfPjwAXXr1sWCBQtQsWJFnQdIRERERJSXaN0LSrrQ0FAsXLgQV65cgbW1NX7//Xf06tVLH7EREREREeU5WifgycnJ2Lx5M7Zs2YLExET06NED06ZNg62trT7jIyIiIiLKU7RKwK9du4aFCxfi1atXqFChAubPnw8nJyd9x0ZERERElOdkmIBHRUVh8eLFOHHiBMzNzTFlyhQMHToUUmmWa64QEREREREySMD37duHVatWISYmBi4uLpgzZw6KFStmyNiIiIiIiPIcjQn4woULhf/Pnz+v1VD0EokET5480U1kGowbNw5BQUE4c+aMXvdDRERERKQPGhPw7t27qwyyk9u8vb1x5swZlCxZMrdDISIiIiLKFo0J+JIlSwwZR6bCw8Pxxx9/oGjRorkdChERERFRthnldgDamjNnDn744Qc0btw4t0MhIqL/1969x9WU/f8Df3VRqKZPYTBFLuMclDgog6Ei1EyiQYxoUIMMk9wa15lx+aBBRD4kIrfPTON+CblMPsxnBiFmXGZMKHdq+Cjpun5/+LW/jtPlRO1OeT0fD4+Hs/baa6+z33ud8z6rdfYhIqLXVikS8JiYGPz++++YOXNmRXeFiIiIiOiN6Pz9BG/fvo358+dj/vz5sLS0fOP29PQAc/MaZdAzIioPhoYGyM+u6F68HQwNDcr89dDQ0AB5uWXaJBWiPGJX0C6Vv/KKH+mW4r5KqdMz4EIITJs2DU5OTujVq1dFd4eIiIiI6I3p9Az45s2bcfXqVezZswe5uS+mVIQQAIDc3FwYGBiU+k4tQgBPnmSWeV+JqGyYm9fQ7ZmBKiQ3N6/MXw85qyeP8ogdwPjJpbziR7qlVi3TImfBdToBP3jwIP7++298+OGHGttsbW0xf/58fPLJJxXQMyIiIiKi16PTCfi3336LjIwMtbLw8HBcvnwZK1asgLW1dQX1jIiIiIjo9eh0At6kSRONsn/84x8wMjJCq1atKqBHRERERERvhkstiYiIiIhkpNMz4IXRtV/oJCIiIiIqDc6AExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjAwrugMlyc/Px/fff48tW7bg1q1bqFWrFrp3745x48bB1NS0ortHRERERFQqOp+AR0ZGYunSpfDz80PHjh1x/fp1hIWF4dq1a1i7dm1Fd4+IiIiIqFR0OgEXQiAyMhIDBw7ExIkTAQCdOnWChYUFgoKCcPnyZbRo0aKCe0lEREREpD2dXgOekZEBT09PeHh4qJU3adIEAJCcnFwR3SIiIiIiem06PQNuamqKGTNmaJQfPnwYAPD+++/L3SUiIiIiojei0wl4YRITExEREQFXV1c0bdq01Pvr6QHm5jXKoWdEVBYMDQ2Qn13RvXg7GBoalPnroaGhAfJyy7RJKkR5xK6gXSp/5RU/0i16ekVv0+klKK9KSEiAv78/rK2tMXfu3IruDhERERFRqVWaGfD9+/fjq6++QqNGjRAZGQkLC4vXakcI4MmTzDLuHRGVFXPzGpVrZqASy83NK/PXQ87qyaM8YgcwfnIpr/iRbqlVy7TIWfBK8T4XFRWFCRMmoE2bNti8eTPefffdiu4SEREREdFr0fkEPCYmBgsWLIC7uzsiIyNhZmZW0V0iIiIiInptOr0EJTU1FfPmzYOVlRV8fHxw6dIlte0NGzaEpaVlBfWOiIiIiKj0dDoB/89//oPMzEzcvn0bPj4+GttDQkLQp0+fCugZEREREdHr0ekEvG/fvujbt29Fd4OIiIiIqMzo/BpwIiIiIqKqhAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYwMK7oDRERERPRmTEyMYWjIedXylpubj4yMrDduhwk4ERERUSVnaKiPbJGFpNTkiu5KldWkVkMYGRqXSVtMwImIiIiqgKTUZEzZu6Ciu1FlhXh8hea1m5VJW/xbBRERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYwqRQK+d+9efPzxx7C3t4e7uzt27txZ0V0iIiIiInotOp+Ax8bGYtKkSejcuTPCw8Ph6OiI4OBgHDhwoKK7RkRERERUaoYV3YGSLFmyBO7u7pg2bRoAoEuXLnjy5AmWLVsGNze3Cu4dEREREVHp6PQMeEpKCpKTk9GzZ0+18l69eiEpKQkpKSkV1DMiIiIiotejJ4QQFd2JosTHx2PkyJHYtWsXmjdvLpVfunQJXl5eWLNmDbp27VqqNnX46RKRGo7V8qVXzu0zfuWnvGMHCOSX+zHeVnrlPPeZLxi78qKvV/rY6ekVPl51egnK06dPAQCmpqZq5SYmJgCA9PT0UrdZ1IkgIl3DsVq5MX6VmR4MKroL9JoM9Bi7ykCnl6AUzFa/mjQXlOvr63T3iYiIiIg06HQGa2ZmBkBzpjsjI0NtOxERERFRZaHTCXjjxo0BAMnJyWrlN2/eVNtORERERFRZ6HQCbmNjA2tra417fh86dAiNGjXCe++9V0E9IyIiIiJ6PTr9JUwA+OKLLzB16lSYm5vD2dkZR48eRWxsLEJDQyu6a0REREREpabTtyEs8O9//xvr1q3D3bt30aBBA4wcORJ9+/at6G4REREREZVapUjAiYiIiIiqCp1eA05EREREVNUwASciIiIikhETcCIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQGvAnbt2gWlUqnxb/bs2VKd3NxcLF26FE5OTmjdujUGDx6MCxcuVGCvK5/c3FzY29trnGeVSiXVOXHiBPr164fWrVujW7duWLduXamPs2nTJvTo0aPQbRs2bECPHj1gb28PLy8vxMfHa9TZu3cvPv74Y9jb28Pd3R07d+4sdR+qmsuXL8PW1hb37t1TK9cmXhcvXsTQoUOhUqnw4YcfYsmSJcjJySnV8X/66SfY2tpqlGtzTWnbz6qqqNj16NGj0Ne9tLQ0qc7rxi47OxurVq2Cm5sb2rRpAzc3N6xcuRLZ2dlq9bQZa29j7PLz87F161b07t0bKpUKrq6umD9/PtLT06U65Tn2tIkfx558Hj58iBkzZsDFxQUqlQqffPIJYmNj1eqcOXOm0PE8atQotXravAdWFjr/QzxUtPz8fOjr6+PKlSuwsbFBSEiI2vbatWtL/583bx527NiBSZMm4b333kNUVBSGDRuGXbt2oUGDBnJ3vVK6fv06srKysHDhQjRq1Egq19d/8Tn27NmzGD16NNzd3REYGIiEhASEhIRACAE/Pz+tjhEXF4cFCxagfv36GtsiIyOxZMkSjB07Fra2tti2bRvGjBmDTZs2SW8asbGxmDRpEnx9fdGlSxccPnwYwcHBqF69Otzc3N78JFRCSUlJGDVqFHJzc9XKtYnXzZs3MWzYMKhUKixduhR//fUXQkNDkZ6ejlmzZml1/LNnz2LixIko7I6vJV1T2vazqioqdhkZGUhJScHEiRPh6Oiotu2dd94B8Gaxmzt3Lnbv3o0xY8agVatWuHjxIsLDw3Hv3j1pYkObsfa2xi4yMhJLly6Fn58fOnbsiOvXryMsLAzXrl3D2rVry33saRM/jr03V5CDFCc7Oxv+/v54+vQpvvzyS7z77rs4ePAgxo8fj7y8PHh4eAAArl69ipo1ayIqKkpt/4LxDGj3HlipCKp0kpKSxOzZs8WkSZOEEEIMHz5cjB8/vsj6KSkpokWLFmLLli1SWVZWlnB2dhazZs0q9/5WFbt37xbNmzcXz549K3T7Z599JgYMGKBWFhISItq3by+ysrKKbfvx48di7ty5QqlUCgcHB+Hq6qq2PSMjQ7Rr10589913Ull+fr7w9vYWfn5+Upmrq6vGtRAYGCjc3Ny0eo5VSU5Ojti0aZNQqVTC0dFRKBQKcffuXWm7NvGaNm2acHJyUovf5s2bRYsWLcS9e/eKPX5mZqYIDw8Xtra2wtHRUbRo0UKjTknXlLb9rGpKil1CQoJQKBTi2rVrRbbxurF7/PixUCqVYs2aNWrlq1evFgqFQjx+/FgIod1Yextjl5+fLxwcHMQ333yjVr5v3z6hUCjEpUuXynXsaRs/jr03l5KSInr37i1iYmLE8+fPC60TFxcnFAqFSExMVCv38/MTnp6e0uMZM2ZonOuXafseWJlwCUolIYTAiRMnMHLkSLi7u+Onn35Cly5dAABXrlyBUqksct9ffvkFeXl56NWrl1RmZGQEZ2dnHD9+vNz7XlVcvnwZDRs2RI0aNTS2ZWVl4cyZM+jZs6daea9evfC///0PZ8+eLbbt6OhoHDp0CKGhoejWrZvG9sTERDx9+lStfT09PfTo0QP//e9/kZ2djZSUFCQnJxfah6SkJKSkpJTm6VZ6CQkJWLRoEUaMGIFJkyapbdM2XidPnoSLiwuMjIykOm5ubsjLy8OJEyeKPf7+/fuxYcMGTJ06FUOGDCm0TnHXVGn6WdUUFzvgxXkzNjZWm7l81evGLj09HYMGDdIYh02aNAEApKSkaDXW3tbYZWRkwNPTU5rZLFBw/v78889yHXvaxA/g2CsLFhYWUCgU+Oabb+Dk5ITQ0FDcv39frY6JiQkGDhyIVq1aqZU3adIEycnJ0uPLly8Xm8do8x5Y2TAB13GZmZnYunUrPv74Y/j7+yM3Nxfh4eGIi4uDp6cnHjx4gNTUVFy6dAlubm6wtbVFr1691NYiJiUlwdzcHJaWlmpt29jY4M6dO3j+/LnMz6pyunr1KoyMjODn5weVSgUHBwfMmjUL6enpSElJQU5ODho3bqy2j42NDYAXf+4sjoeHB+Li4uDu7l7o9qSkJAD/9ybycvu5ublISUmR6rxuH6qapk2b4vDhwxg7diwMDAzUtmkTr8zMTNy9e1ejjqWlJUxNTUs8nx06dMCRI0fg4+NTZJ3irilt+1kVFRc74MV5+8c//oEJEyagffv2UKlUCAoKwsOHDwHgjWJnZWWFb775RmOsHTlyBNWqVYONjY1WY+1tjZ2pqSlmzJiBdu3aqZUfPnwYANCyZctyHXvaxA/g2CsLJiYmWLRoEX766ScMHToU27dvR/fu3TFx4kQkJiYCADp27IjZs2dDT09P2i8nJwfx8fFo1qwZgBdLWf7880/cu3cPXl5esLOzg7OzM9atWyct3dPmPbCy4RpwHfbo0SN89NFHyM3NRd++fbF8+XI0bdpUrc6VK1cAALdu3cLkyZNhbGyMnTt3Ijg4GHl5eejXrx/S09Nhamqq0b6JiQmAFzMW1atXL/8nVMlduXIF6enpGDBgAEaPHo3ffvsNy5cvx/Xr1zFhwgQA0DjPBef45S8fFebVF/lXFexf0N6r7WdkZODp06dv1Ieq5uXvQLxKm3NVVJ2CeiWdTysrqxL7WNw1FR0d/dbGtLjYAS/O26NHj9CsWTMMHToUSUlJCAsLg6+vL3bs2PHGsXtVXFwcduzYAV9fX5iZmb3R9VPVY1eYxMREREREwNXVVZax96pX4wdw7JWl2rVr44svvsCoUaNw6NAhbNq0Cd7e3hg8eDC+/vprjfqLFi3CjRs3EB4eDuDFh5nnz59L76UWFhY4cuQIQkJCkJ6eji+//FKr98DKhgm4DtPT05M+Nerr6xf6ZQc7OzusWrUKDg4O0gvFhx9+iNTUVCxbtgz9+vUr9MtfAKTylz+ZUtFCQ0Nhbm4u/ZnMwcEBtWrVwuTJk3Hy5EkARZ9LfX19CCGQl5enVm5gYKDV+RdCFFrv5RgWFc+C8pK+LPM2KenaL4hXUXWEENL5fPULgtrGFCj+mvr555+lP48X18+30YwZMyCEQOvWrQEA7du3R9OmTTF48GDs3r0bTk5OAMomdocOHcLEiRPRrl07TJw4UWqjsPZfHmvaXGNvg4SEBIwePRrW1taYO3euNHMs19grLH4Ax1550dfXV8tbXiaEwHfffYf169fDz88Prq6uAIC6detizZo1aNGiBerUqQPgxcz58+fPsWbNGowYMUKr98DKhleQDqtVqxbi4+MxZcoU/Pzzz3B3d4e/vz/i4+Oli87S0hIuLi4an9KdnJxw//59pKWlwdTUtNBPhwVlhc0ykCZHR0eNNWrOzs5qj1+dFSl4bGZmhlOnTsHW1lbt36lTp7Q6tpmZGYQQGnEseGxmZibN7Lzah5fr0AtFnauX41UwLgqb6Xr27BnMzMxw69YtjZju2LFD634Ud01duXJFq36+jezt7aXku0C7du1gZmaGK1eulFns1q9fj8DAQLRt2xarV6+GsbExgKKvH23G49sUu/3792P48OGoX78+1q9fDwsLC1nHXlHxAzj2ylJaWhpWrVolLT+pW7cuYmJiMHPmTKlOdnY2Jk6ciLVr18LPzw9TpkyRtpmamqJr165S8l3A2dkZ2dnZuH79ulbvgZUNZ8B1XPXq1TFo0CAMHDgQx48fR3R0NEaOHAkbGxt8+eWXsLKywrVr1zBgwAC1/bKysmBoaAgzMzM0adIEjx8/xpMnT2Bubi7VuXnzJqytrdW+5EKFS01NxdGjR/HBBx+o3baxYP18rVq1YGBgoPalEgDS48aNG6NFixb48ccf1baXtPTk1XrJyclo2bKlVH7z5k0YGRnhvffek2YAkpOT1d5Ybt68WapjvQ0aNmxYYrxMTExQt25d6fwVSE1NRXp6Oho3box3331XI6bW1tZa9aGka8rCwkKrfr5tnj17htjYWNja2qJ58+ZSuRACOTk5sLCwKJPY/fOf/8SGDRvg4eGB+fPnq71Ovjweixpr2rwmVGVRUVFYuHAhHB0dER4eLiVIco294uLHsVc2MjIyMHfuXOzduxc1atSAt7c3hgwZgnr16qnVS09Px6hRo3D27FlMmzYNn332mdr2q1evIiEhAQMGDEC1atWk8pfjoc17YGXDGfBKQk9PD05OTli7di327duHDh064NixYzh//jxmzJghrQUHXnyh4eDBg2jbti2qVauGTp06AQAOHjwo1cnOzkZ8fLy0jYqnp6eHWbNmYdOmTWrl+/fvh4GBATp16oT27dvj0KFDakt+Dh48CDMzM9jZ2cHU1BStWrVS+6ftXx9UKhVq1qypFkMhBOLi4uDg4AAjIyPY2NjA2toaBw4cUNv30KFDaNSoUaV8gSovxsbGJcYLADp37oxjx46pfcP+4MGDMDAwgKOjI4yMjDRiamFhoVUfSrqm2rVrp3U/3ybGxsZYuHAhVqxYoVZ+5MgRPH/+XLov+JvEbunSpdiwYQOGDx+ORYsWaUxSaDPW3ubYxcTEYMGCBXB3d0dkZKTa7KQcY6+k+HHslY2///4b586dw9SpUxEfH49JkyZpJN95eXkICAhAYmIilixZopF8Ay+S6G+//Vbjrmz79++HtbU1rKystHoPrGw4A14Jvf/++5gzZw5yc3ORkZGBjRs3YuzYsRg/fjxMTEywZcsW/PHHH9i8eTOAF18G8/Lywty5c/Hs2TPY2NggKioKT548gb+/fwU/m8rB0tISPj4+2LhxI0xNTdG+fXskJCRg1apV8PHxgY2NDQICAjB8+HAEBQXBy8sL586dw9q1azFx4sQib3WlrRo1amDEiBFYuXIlDAwM0Lp1a2zbtg2///47oqOjpXpffPEFpk6dCnNzczg7O+Po0aOIjY1FaGjom56CKkebePn7+2Pfvn0YOXIkPvvsM9y4cQNLliyBt7f3G3+g0eaa0rafbxMDAwMEBARgwYIFmDt3Lrp164Y//vgDy5cvR/fu3dGhQwcArx+7q1evYvXq1bCzs4Obm5t0N4cC77//PkxNTbUaa29j7FJTUzFv3jxYWVnBx8cHly5dUtvesGHDch172sSPY69s1K9fH7GxscWuv/73v/+NU6dOYeDAgahfvz7Onz8vbdPT00Pr1q3h7OwMOzs7zJw5E2lpaahXrx727NmDo0ePYvny5dDT09P6PbBSKe8bjVP5u3XrlggKChKdOnUS9vb2YvDgweL06dNqdbKyssS8efNEx44dRevWrcXgwYPF+fPnK6jHlVN2draIiIgQvXr1EnZ2dqJ79+5i9erVIi8vT6pz6NAh4eHhIWxtbUW3bt3E2rVrS32c4OBgjR/iEeLFjw6Eh4cLJycn0apVK+Hl5SV++uknjXpbt24VPXr0EHZ2dsLd3V3s2LGj1H2oarZt26bxYy5CaBev06dPiwEDBgg7OzvRpUsXsXjxYpGdnV2q44eFhRX6QzzaXFPa9rOqKip2P/zwg/Dw8BD29vaiS5cuIiQkRGRmZqrVeZ3YLV++XCgUiiL/vfzaqs1Ye9tit2PHjmLP386dO4UQ5Tf2tI0fx548hg4dWmQsXn5NTE1NFTNnzhRdu3YVdnZ2wsvLS8TFxam1pe17YGWhJ0QRt8ggIiIiIqIyxzXgREREREQyYgJORERERCQjJuBERERERDJiAk5EREREJCMm4EREREREMmICTkREREQkIybgRKTzsrOzERUVhf79+6Nt27Zo164dvLy8EBkZiadPn1ZYv1JTU/Hs2bNS7/fVV1+p/YR5YZYvXw6lUolbt269bvfKzPbt26FUKvHrr78CAH799VcolUps37691G2lpKSUdfdk1a1bNyiVSiiVSgQFBZX78by9vaXjDR06tNyPR0Ty4C9hEpFOu3//Pvz9/fHnn3/C1dUVXl5eEELg3LlzCA0Nxffff4/Vq1ejSZMmsvar4KeXd+zYgZo1a5Z5+z169EDDhg1haWlZ5m2/qaZNmyIkJARt27Yt1X4rV67Ejh07EBcXV049k0eTJk0wevRoWFlZlfuxxo0bh7S0NMyfP7/cj0VE8mECTkQ6Kzs7GwEBAbh16xaioqLQsWNHaduQIUPg6+uLkSNH4vPPP8fevXtl/XnoCxcu4H//+1+5td+8eXM0b9683Np/E7Vr10afPn1Kvd9///tf5OXllUOP5PW6z/91dOnSBQCwbNkyWY5HRPLgEhQi0lk7d+7E77//juDgYLXku0Dr1q0xbdo03Lp1C2vXrq2AHhIREZUeE3Ai0lk7d+5EzZo14eXlVWQdT09P1KlTB3v27AEAfP3112jZsiXS0tLU6mVmZqJNmzaYOnWqVHbu3DkMHz4cKpUKKpUKI0aMwIULF9T269atG2bMmIFp06ahVatW6Nq1K0aOHIkVK1YAALp37662NvfAgQMYMmQI2rVrBzs7O3Tr1g0hISHIzs4u8jnk5uZi9OjRaNmyJQ4cOABAcw348uXL0apVK9y4cQOjRo2CSqWCg4MDgoOD8ffff6u1d//+fUyePBkffPAB2rVrh8mTJ+Pw4cNq67iLkpqaiqlTp0r7zpo1S6Pvha0BP3XqFHx8fNC+fXuoVCoMGjQIR48eVTuPp06dwu3bt6FUKrF8+XIAQE5ODlavXg1PT0+0adMG9vb28PT0xI8//qh2TKVSiYiICERFRcHV1RV2dnbo3bs3YmNjNZ5DfHw8hgwZApVKhc6dOyMoKEhjLf2xY8cwaNAgtG7dGg4ODhg3bhyuX79e7LkpTmJiIj7//HM4ODigQ4cOGDlyJK5evar2/GfPno2YmBj06tUL9vb26NevHy5cuICHDx8iMDAQKpUKXbp0QWhoKPLz81+7L0Sk+5iAE5FOysvLw8WLF9GyZUsYGxsXWU9PTw8dOnTAjRs38PDhQ/Tu3Rt5eXk4ePCgWr1jx44hMzMTnp6eAICTJ09i6NChePr0KQIDAxEQEIA7d+7Ax8cHZ86cUdt33759uHLlCqZPnw5vb28EBASgR48eAICpU6di9OjRAICYmBgEBgbCzMwMkyZNwpQpU2BlZYW1a9ciIiKi0P4LITB9+nTEx8dj/vz5cHNzK/K55ufnw9fXFyYmJggODkbPnj2xc+dOfPPNN1Kd9PR0DBkyBHFxcRg4cCDGjRuHS5cuYfr06UWf7P8vKysLQ4YMwd69e9GvXz+MGzcOiYmJWLRoUbH7JSUlYdSoURBCICgoCJMmTUJmZibGjBkjnctp06ahSZMmsLCwQEhIiNr5CwsLg6OjI6ZPn46xY8fi2bNnmD59Ok6dOqV2nK1bt2L9+vXw9vbGlClT8OzZMwQFBeGPP/6Q6uzbtw+jRo3CkydPMG7cOPj6+uLnn3/GsGHDpCVD27dvR0BAAGrUqIHJkydj2LBhOHfuHLy9vV8rCT9z5gx8fHzw119/wc/PDwEBAbh27Rp8fX3VEv8jR45g2bJl6N+/P8aOHYukpCSMGzcOw4cPh76+Pr766isoFAqsWrUKu3btKnU/iKgSEUREOig1NVUoFAoRGBhYYt0FCxYIhUIhfvvtN5Gfny9cXFyEr6+vWp0vvvhCdO7cWeTl5Ym8vDzRvXt3MWjQIJGbmyvVycjIED169BB9+vSRylxcXETz5s3FzZs31doLCwsTCoVCpKSkSGVubm5i4MCBIj8/XyrLyckRXbt2FR4eHlJZcHCwUCgUQggh/vnPfwqlUim+//77YtsveDx//ny1en5+fqJly5bi2bNnQgghVqxYIRQKhTh58qRU5+nTp8LZ2VkoFArxyy+/FHkeN27cKBQKhYiLi1M7Jx999JHavr/88otQKBRi27ZtQgghIiIihEKhEKmpqdJ+aWlpomfPniI6OloqGzJkiHBxcZEeP3jwQCiVSrFo0SK1fvz1119CoVCIOXPmSGUKhUK0adNGPHjwQCo7f/68UCgUYsmSJUIIIfLy8kTnzp1F7969RWZmplTv5MmTQqFQiE2bNomnT5+Ktm3biqCgILVjPnjwQDg4OIgxY8YUeX6EeHE9DBkyRK2sf//+onPnziItLU0qS0pKEs2bNxcLFy6U9lMqleLKlStSnYULFwqFQiHGjx8vlWVkZAhbW1sxYcKEEo9LRJUXZ8CJSCcJIQAABgYGJdY1NDSU9tHT04OHhwdOnz6N1NRUAC9mhY8fPw4PDw/o6+vj0qVLSElJgaurK548eYK0tDSkpaXh+fPncHFxweXLl3Hv3j2p/YYNG6Jhw4Yl9mP37t2IiIiAnp6eVJaamop33nmn0NsV/utf/8L69esxduxYeHt7l9g+ALi7u6s9btGiBXJzc/H48WMAwOHDh6FQKNCpUyepjqmpKT799NMS2z5+/Dhq164NV1dXqaxmzZoYMGBAsfvVq1cPADBnzhz89ttvAAALCwscPHiw2Fvn1alTBwkJCRgzZoxUJoRAbm4uACAjI0Otfrt27VCnTh3pcYsWLQAADx8+BAD89ttvePjwIby9vVG9enWpXqdOnRATE4M+ffrg5MmTSE9Ph6urqxT3tLQ0GBgY4IMPPsCJEyek42sjNTUVFy9eRO/evWFhYSGVN27cGNu2bcPnn38ulTVs2FDt9pONGzcGAOmvAcCL812rVi3pORFR1cS7oBCRTrK0tES1atWkJLo4Dx48AAC8++67AIDevXtj9erVOHToED799FMcPnwYWVlZ6N27NwAgOTkZABASEoKQkJBC27x7966UWNaqVUurPlerVg2nT5/G3r17kZSUhOTkZKn/hd2ybunSpdDX18fZs2e1ah+Axm0JjYyMAEC6u8iNGzfw4YcfauynzW0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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#sns.set(rc={'figure.figsize':(10,6)})\n", "#gdf_OSMmerged.groupby('maxspeed')['distance_overtaker'].count().plot(kind='bar')\n", "\n", "x_ax='distance_overtaker_binned'\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=histo, x=x_ax, y='counts',\n", " #color='blue',\n", " hue=x_ax,\n", " palette='RdYlGn',# palette='Spectral',\n", " dodge=False,\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " #order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('Overtaking distance [cm]')\n", "\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "\n", "#plt.legend(title='Overtaking distance [cm]')\n", "ax1.legend_.remove()\n", "#add overall title\n", "#ax.text(x=0.5, y=1.1, s='Distribution of overtaking distances: Nuthedamm (osm way id 5336788, direction=1)', fontsize=18, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC Brandenburg: (n=\" + str(histo.counts.sum())+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.07, s='Distribution of overtaking distances: \\nNuthedamm (osm way id 5336788, direction=1)', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.02, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(histo.counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.savefig(\"plots\\OBS_analysis_histogram_Nuthedamm_1.png\", dpi=200, bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": 100, "id": "89997f87-915d-47b7-b7c9-fc48c9da5506", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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distance_overtaker_binnedcounts
0<501
150-1004
2100-15029
3150-20016
4200-2501
5>2500
\n", "
" ], "text/plain": [ " distance_overtaker_binned counts\n", "0 <50 1\n", "1 50-100 4\n", "2 100-150 29\n", "3 150-200 16\n", "4 200-250 1\n", "5 >250 0" ] }, "execution_count": 100, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_thisWay=gdf_OSMmerged[(gdf_OSMmerged.way_id==5336788) & (gdf_OSMmerged.direction==-1) ]\n", "histo=gdf_thisWay.groupby('distance_overtaker_binned')['distance_overtaker'].count().reset_index().rename(columns={'distance_overtaker':'counts'})\n", "histo" ] }, { "cell_type": "code", "execution_count": 101, "id": "5aca8b08-caeb-4ac8-82db-5427fcdbfe2e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "66.7" ] }, "execution_count": 101, "metadata": {}, "output_type": "execute_result" } ], "source": [ "round(histo[:3]['counts'].sum()/histo['counts'].sum(), 3)*100" ] }, { "cell_type": "code", "execution_count": 102, "id": "eadbb86b-4fed-4d9a-9f9d-e893b3e8d218", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.02, 'OBS-Data: ADFC Brandenburg (n=51)')" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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7du3Uvqb69evj999/BwDhuwWkdd5VfLhWkSJFlN6v/v37o2bNmggKCoKNjQ1mzpwpLKtWrRo+fPiAFStWCPPkL0ZUcXNzEz3kpUiRInB3d9dKB0NLS0vs3bsXNjY2AICqVavi69evWLJkibBOaGioaBvF1tTZs2ejX79+wnT9+vWhr6+P48ePZyum8PBw3Lx5U5g2NDTE9u3bhdr4ypUro2HDhujRo4fowisrFO8aDRkyRHTOq1+/PiwsLKCvry+cZ9Olf3fkpZ975RUpUgR//PEHgoKCEBQUhHnz5onOd05OTjhz5oxwIZDZ58DQ0BA7d+4UjlO1alXo6elh4sSJwjqKf6s9e/aIpn///XfRRaSTkxMiIiJw7do1GBgYwMLCAq9evULlypVx/Phx0fs0bNgwTJ8+XZiuV68eZDIZ9u/fDyCt79OtW7eE9zG7v2Py5Gv66cfABJzynGI5R0a38BRVrVoVr169ApDW6tG+fXu0bdsWP/30E2rWrAk7OzvRD7g2ODo6Csl3TvXr10+pZc7e3h6tWrUStW7eu3fvuxtxQ7Fl69dff1VK7K2srDBmzBjMmTNHmJdRAm5mZoYePXqI5hUpUgT29vbC3xlIS0w1TcBzI87sUIxjzJgxSkmqnp4efv31V1EnvDNnzggJuLGxMTp16gQPDw8AaXeLrl69iiZNmgAAvL29RfuTfy9fvnwpurvk5OSkNNycvb09qlSpgrt37wIA7t69i5SUFLUd1nL68CwXFxe4uLgozU9ISMC9e/dw584d0XzFkWjkKSbrQFopgra+qx06dBCS73R169YVTcu3FH/58kX0mbWwsFDZn2Ps2LHZTsDla/0BoEWLFkqd4I2MjDBo0CDRZzsrqlWrJpoeOXIkXF1d4ezsjHr16qF48eLC5zO7SpYsif79+6tcFhoaikuXLonmZVaK1LhxY6UkP6O/FQBR+ZChoaHSeQhIK1FJTExEhQoVRDXoii3y8ned0rVp00ZIwIG0Upr0BDwvfsco7zEBpzwn3zoJZG083vHjx+PixYtCC8Lr16+xadMmbNq0CQYGBqhWrRqcnZ3RsWNHlC1bVivxypcr5JS6B7hUq1ZNlIB/+PAhS/vN7cGNvn37JhrDvWjRoihTpozKdeXrloG0jqfq2NraKiXHAJRGBNH0Ii234swOxfpWdU8fLVu2LIoUKSIky2/fvkVCQoJwp6hXr15CAg6klaE0adIEycnJoppsxZpxxbr2c+fOKSVrihITExEWFqb2PdPWd+Hz58+4cOECbt26hYcPH+LFixcq/8YZjV+v6lkBBw8e1LikKjOqhkNVvAiUL/V49+6daFmlSpVUXsg4ODigYMGCSudBTSieF9SdT6pWrZrlfadr1KgRmjdvLozSEh8fD29vb+Fiz9bWFj/99BPatGkDZ2dnld/frLh79y6uXr2KO3fu4PHjx4iKilJaJ7Pzm6qLroz+Vl+/fhU9ZMvW1hYmJiZK+1B3x0vxu6U4gowqL168EP6fF79jlPdYA055TvFHRL7uMzNly5bF/v370aJFC6Ue7SkpKbh//z7Wr1+Pdu3aYfr06VrpvKKYDOaEug5riqNPZBS3qh+jnNR8aiImJkZ03IzeE8VlGZUYqRt1I7ud53Irzuz48uWLaDqjFnzFoRblb1FXqVJF1Crp5+eHxMREXLp0STTqh2ILXmxsbHbCzrDjak6GhATSEvz58+fD2dkZM2bMwIEDBxAYGIiUlBRYWFgoPZQrq86fP6+1Tsyqasgz+lwqvt8Z1aBnNtqMOornBVVJI5CzhwxJJBKsW7cOY8eOVfn3fvv2Lby8vDBq1Ch06NAh2x1Kb9y4gTZt2qBv375Ys2YNLl26hKioKOjp6aFSpUpKpYoZUfV+ZjRqiuLFT0brqpKd75b8+SUvfsco77EFnPKc4sgCqurbMlK2bFls2rQJkZGROHfuHK5evYrbt2/j/fv3wjoymUzo6KLJqAsZycoPQWYUk7J0WbkroCrZzu0TtLW1NfT09IQWSXWvQ9WyjBJPxR+fnMqtOLOjcOHColbwmJgYtbXJio+8V7w46Nmzp/C9iY+Px+XLl3H69Glhub6+vlLnOMXkzNXVFZMnT840bvmOmYrUJXya+v3330XlF82bN0fbtm1Rq1YtlClTBocOHcpyeUPPnj3h5eUlXHgtXrwYhw8fznHLbFY/m4rniYyStOxeHCl2AlV3sZSd1nV5RkZGmDRpEsaOHYtr167h8uXLuHHjBoKCgkR3Kl69eoXhw4fj1KlTWaq7DwwMxIgRI4QSIxsbG/Tp0wcNGjRA9erVYWZmhhYtWmh8Xsvq30rx4iirfw/FhpTt27dn+jRRxb+drn/HKO8xAac89fHjR1Gdp76+Pn766acs7+fr16+QSqXo1auXUGf57t07nDt3DosXLxZO7CdPnsSCBQuExCE7YwJn9ACHrLp7967KGtjAwEDRtPwDFRSPr+rHNbOSleyOhZxOX18fJUqUEDotfvjwAa9fv1ZZqqA4NFtmZQ/a9D3FWapUKVGHuRs3bqiMIzg4WFSrXbp0aaVEt1OnTli6dKmQkPj5+eHChQvCcmdnZ6WRWRRvy0dGRqq8pf7kyRPY29tr1Cqb0Xchs89YcHCwKPl2cXHBxo0bRetkNREaPXo0pkyZgri4OKEcJzAwEIcPH1ZZ05ubFC9cgoKCkJycrNRq/vz582wnyIrHUDxvpMvJMIfpkpOT8e7dOzg7O8PZ2RlA2sXf7du3sXr1auGJxl++fIG/v3+Wnl/g5uYmqu93d3dXKpvJ7kWKJszNzWFpaSlc+L579054SJe8gIAAeHh4wMHBAQ4ODnBycoKdnR3s7OxEnVylUqnSdysiIgJJSUkoVaqU2u9Gdn/H6MfEEhTKM+lj4Mq3oLRt21bjh6y8ePECgwcPRpMmTeDk5IRRo0aJ9lWiRAn0799fVDOXnJwsuvWneCLUpLY4p8mrPE9PT1GNMpB2S1d+/GcAoqH4FFtm5Tt6pcts+DjF1kBV9bOZUaytXbp0qVKN7ufPn0XDkqnaLrd9L3Eq7m/Tpk2ikhEg7Tuh2LKlKg5zc3O0adNGmD527FiG5ScAUKFCBVFCcffuXaWLjidPnqBbt26oW7cuWrRogRkzZmT4mjL6LmT23VJMFhWTndTUVPj5+WV4fHnFihUThhWdPHmyKNFdvXq1zm/bW1paikYEiYmJwcGDB0XryGQyrFu3LtvHqFOnjqi199KlS6KRdoC0u2GKw45mxe+//4527dqhVq1acHV1FRJtIK0V19nZGZ06dRJto/i5lj/fqDrXKH4WFO/4BAQEZDqGf041aNBA+L9MJsO+ffuU1vHw8MDZs2fh5uaGmTNnCqNoKfbnkH9gVrp58+ahVatWqF27Nnr06IFr164B0M7vGP2YmIBTrnv58qXw7/nz57h37x4OHDiAPn36iEaGMDY2xpgxYzTeb6lSpfD8+XOhtfDp06cYPXo0Lly4gMDAQFy7dg1z584VndytrKxEIxko3ga8ePEi7t+/Dx8fH6UygNzw5csXDBgwAEeOHEFgYCB8fHwwePBgUQ/9n376SdR6qdgJx9vbG76+vpBKpfj8+TOWLl2a6cMkFG+PBwUF4fLly7h06ZLaVjRFvXv3FiU5/v7+GDZsmPD+e3t7o0+fPqLH3teqVQvNmjXTaP/a8r3E2bRpU9GdjLdv36J3797C3/7ixYsYPny4aHxiMzMzDBs2TOX+5FsY5cuQrK2t0aJFC6X1DQwMlBLz0aNHY9u2bXjw4AH8/PxET/cLDw/P1hNH0yl+t3x9ffHw4UMcOnQIUqlU6ba9t7c33Nzc8PjxY5w+fRqDBg1SemBJRheK8q3xpUuXFr0/Hz58wNatW7P9WrJLsTPeokWLsH79ejx58gRXr17F2LFjlS62s8La2lr0tNSUlBQMHToU+/btQ2BgIM6fP4+BAweqvEjXlImJCV69eiUkhWPGjIGnpycePXqE+/fvY/fu3UoXr4qtv/Lnm8jISPj4+OD69evC31fxs/C///0PV65cwf3797Fu3Tqlp06qe+hQTsgPDwkAa9aswbJly/DgwQPcuXMHc+fOFY1OZGVlJbz3nTp1En3er169ihEjRuDChQt48OABFixYIGybkJCAV69eCXfYtPE7BqQ9ir5SpUrCv7CwMC2+O5QbWIJCuU7VkEyq/PHHH6hYsaLG+zUxMcGsWbNE460GBARk+AS0YcOGiVpjFEc2ePLkCXr37g0A2Ldvn9JDYLRJX18flpaWCA8PV9vSaGhoqPSo6rp168LKykpoZfr27RsmTpwIAwMD4UfSxMQEhoaGaltJLC0tRbdc4+PjhURvypQpGg156ODggFmzZuHPP/8U5l29elVtpzdra2usXLky0/1q2/cSp6GhIdauXYu+ffsKCURISIjav72+vj6WL1+u9EObzsnJCWXLllUaXaVLly5qOwf+8ssv8PX1FX6c4+PjsXjxYpXr2traYuTIkRq9NlUUv1vy380mTZqgXr16otE/UlNTsXz58gz3mZWL4vHjx+PIkSPCxezWrVvRu3fvTGtztWnAgAE4cOCAkAAnJydj3bp1olbvAgUKIDk5OVt3oQBg+vTpuHz5svA+fv78WelBL6ampjAwMMhWq+nYsWPh5+cnlLV9/PgRc+fOVbt+xYoV0bRpU9G80qVLCw9RkkqlQt+DPn36wMnJCc2bNxf1BXrw4AGGDh2q9hhfvnyBTCbT6t3Ihg0bomvXrsITKaVSKdzd3eHu7q5y/WnTpgkXFjY2Npg8eTIWLVokLM/ot2jy5MnCEKTa+B2jHxP/gpTnzM3NsWLFimzVaHbu3Blz587VqNf6oEGDlBKKSpUqqR26S77zS27Q19fH5s2b1SZYxsbGWL16tVIybGxsjIULFyolWenJt7m5OdauXZvpaDKKT5dLl5XXPWDAACxevDjTURYqVqwIT0/PDDv05abvJc5q1arBw8Mj06HELC0tsWnTJpUt2fJUfWcy+h6Zm5tj+/btmT5AyNbWFm5ubjkaPaNRo0Zqk93379/D3Nwcc+fOzTCRaNSokahlW778ITM2Njaiuwfx8fFYvXq1xttrg7GxMTZv3qz282RqaorVq1eLanmzmlTa29tj48aNamv2CxQogDVr1mRpdCl5NjY22L59u9qhKOVVqFABmzdvVjo3KT5FMl36uWb48OEZDpVYoEAB0cN/kpKSsv1goYwsWLBAbazp9PX1MXnyZPTs2VM0f/DgwZg0aVKmfYRGjRqFwYMHi+bl9HeMfkxsASedkkgkMDU1RaFChVChQgU0a9YM3bp1y/YwXEBactW0aVPs27cPV69exZs3b5CQkABjY2OUKFECtWrVQs+ePVGnTh2V8bi5uWHVqlW4cOECvnz5AgsLC1StWlUnyWKNGjVw/PhxuLm54fTp03j//j2sra3RpEkTjBkzRuXYwwDQqlUr7N27F25ubrh9+za+fv2KEiVKoEWLFhgyZAiKFy+e6SPsf/31V1hYWODo0aMIDw9HwYIFUaZMGdSqVStLr6Fbt25o2rQpjh07Bj8/P4SEhAgdmKpWrYp27dqhc+fOWh/hJKu+lzgdHR3h7e0NPz8/nDhxAs+ePcPHjx9hamqKcuXKoUWLFujfv79GyW+3bt2wZs0aofXU0dFRVHesip2dHby9veHl5QU/Pz88e/YM0dHRMDIygoODA1xdXTFw4EClEpKsMjU1xa5du7By5Upcv34dcXFxsLa2Rs2aNYV6765du6JUqVJwd3fH3bt3ERsbCzMzM1SsWBFdunRB9+7dMWzYMOFuxaVLl7L0FNRhw4Zh7969wqPeDx8+jMGDB+v0oVb29vY4cuQI3N3d4evri3fv3sHc3Bw//fQTxo4dq3QxlJ0hNxs0aAAfHx9s2bIF586dw4cPH1C4cGE0bdoUI0eOhJ2dXabng4w4ODjg2LFjOHz4MPz8/BAUFCTcjbCyskLlypXh6uqKrl27qkwihwwZAn19fXh6euLNmzcwNjZGqVKl0KhRIwBpo5Ds2bMHbm5u8PX1RUhICCQSCUqUKIEGDRpg2LBhiIyMFD2Z8sSJE1rvKG1kZISlS5eie/fuOHDgAO7cuYPIyEjo6emhRIkSqFevHvr376+20Wbs2LFo1aoVPD09cfXqVbx//x5JSUkoXLgw6tatiwEDBqj8HQJy9jtGPyaJLLef2EFERPQflJSUpFGrZvXq1YWLqJo1a4qemEhE+RNbwImIiHLB6NGj8ejRI5QoUQIlSpRA48aNlcoPnjx5Iqr/VvUURyLKf5iAExER5QI7OztcuXIFMTExCAoKwtWrV6Gvr4/atWsjJSUFz549UxpBpHHjxnkULRHpEktQiIiIcsHDhw/Ru3dvpXHn1SlZsiROnTqlNCwfEeU/HAWFiIgoF9SoUQNz587V6Om5RYsWxfr165l8E/1HsAWciIgoF718+RIHDhzA7du3ERISgri4OEgkEhQqVAjly5dHs2bN0KtXrxwN+0hEPxYm4EREREREOsQSFCIiIiIiHWICTkRERESkQ0zAiYiIiIh0iAn4f0RSUlJeh0BERESZ4O/1fwMfxKMFLi4uePv2rTC9fPlydOrUSe36gwYNwo0bN4TpoKCgXIstLCwMS5cuRYsWLdCtWzfRskOHDmHWrFnC9Pjx4zFhwoRciyW7wsLC0LJlS2G6fv362LVrVx5G9GOTyWTo378/7ty5g8KFC+PcuXMaPS6b8i/Fc1h2zkkzZ87E4cOHhemdO3eiQYMGWdrHL7/8grNnz2a63rBhwzBjxgyl+U+fPsXevXtx7do1fPjwARKJBKVKlUKTJk0wZMgQFCtWTO0+pVIpjh49ihMnTuDp06eIjo5GwYIFUaVKFXTo0AFdu3aFoaFhhnHFxsZiz549OHPmDN68eYO4uDgULVoUDRo0wNChQ1GxYkXR+uvWrcP69eszfb3yunXrhsWLF4vmJSQkwNPTE35+fnjx4gXi4uJQsGBBlCtXDi4uLujfvz/MzMzU7vPVq1fYuXMnrl27hoiICCQnJ8PGxgY1atRAjx490KJFiyzFqE0ZfTavX78uerKoqvfmRxIXF4dNmzbhy5cv+PPPP0XL+DuYOalUirZt2+LNmzcA1Oc03bt3x+PHj2FnZ4fjx4/DxMRE16ECYAt4rliyZAm+fv2apzEkJiZi7dq1aN++PXx9fcHBbijdoUOHcOfOHQBAv379mHzTd+PJkyfZ3vaff/5B9+7d4enpiTdv3iAhIQHx8fF49uwZ/v33X7Rv3x7nzp1Tue2XL1/Qr18/zJgxAxcvXsTHjx+RnJyM6OhoXL16FbNnz8bAgQPx6dMntce/d+8e2rVrhxUrVuD+/fuIjo5GcnIy3r59i0OHDqFbt244dOhQtl+fOhEREejRowf+/vtv3L59G1++fEFKSgq+fPmCu3fvYsWKFejUqRNevnypcvtjx46hS5cu2Lt3L4KDgxEfH4/k5GS8f/8ep0+fxpgxYzB16lSkpKRoPXb6f97e3mjbti22bNnCFvBs2rlzp5B8Z2TIkCEAgNDQUGzcuDGXo1KPCXgu+PjxI1atWpWnMbi7u2PDhg349u1bnsZB35evX79i+fLlAAADAwP07t07jyMiShMVFYX3799na9sTJ05gzZo1GT5xMjY2FhMnTkRgYKDSsilTpuDevXsZHuPevXsYN26cysaMwMBADB06FB8+fFC7fUpKCubMmaPy+FlRqlQp4f8ymQwTJ05Um1ynCw8Px9ixY5USu6CgIMycOTPThO/48ePYsGFD9oOmDN28eRO//vprhp8fytiZM2ewbNkyjdZt27YtrKysAABbt27FixcvcjM0tViCkkv27t2Lbt26oUaNGnlyfLZ4kyp79+5FVFQUAKBZs2YoWrRoHkdE34Pt27cjOTk5T2NQbP1etmwZqlWrpnLd9B/PdGvXrhX+r6enh7Fjx6JZs2b4+vUr1q9fL9zxSUpKwubNm0UNJHfu3EFAQIAwbWdnh8mTJ6Ns2bJ4/Pix6I7m3bt3cenSJTRt2lRYXyaT4ffff0d8fLwwr2PHjujduzeMjIywa9cunDhxAkBaEr5t2zYsWbIEADBgwAC0b99e7Xvy8eNHjBo1SmhIcXZ2xi+//CIsv3XrlujCwc7ODlOmTEHZsmURHByMlStXIjQ0FADw+vVrXLx4Ea1atRLW3759u6hlu127dujfvz9MTExw8eJFbNiwQbio2bNnDyZMmAA9ve+n3c7R0RE+Pj7C9I/6IKOMLhzTFStWTPRaTU1NczOkH0ZKSgo2btyIjRs3IjU1VaNtjIyM0LVrV2zbtg3JyclYu3at6ByiK0zAc4lUKsUff/yBgwcPflcnLPrvSkpKEtUMdu7cOQ+joe+Jvb19XoeglIA3adIE1tbWmW4XHh6OL1++CNNDhgwR1X1WqFABzs7OwrRiC/S9e/dgYmKCxMREAMCGDRtQqVIlAEDVqlURFRWFlStXiraXT8Bv3LiBR48eCdMdO3bEihUrhGlHR0ckJibCzMwMRYsWRfny5YVl1tbWal+jTCbDX3/9JSTfRYoUwbJly6Cvry+sI39cAFiwYAEaNmwIAKhSpQqsrKyE2+1AWq23PPntbW1tsXLlSuH3ytHRESEhIfD29gYAREdHIyoqCoULF1YZb14wNTWFg4NDXoehE4aGhv+Z16oJqVQKf39/rF+/Plt3lTp16oRt27YBSGs9f/v2LWxtbbUdZoaYgOeix48fY8+ePRg4cGCWttOkQ5Ri552///4b3bt3V+qUkm7WrFlCh8vMOlgdPXoUe/fuRVBQECQSCSpWrIiePXuiW7duai8mUlJS4OXlhePHj+PZs2eIi4uDtbU1HB0d0aVLF7i6umZ4zDdv3sDd3R2XL1/Gx48fYWlpCWdnZ4wbNy7D7eRdunQJBw8exMOHD/Hp0yckJyejQIECsLW1RYMGDTB8+HClTliK79eaNWvQunVr7N27F4cOHcKrV69gbGyMWrVqYezYsXB0dASQ1iFm8+bNuHDhAqKjo1GkSBG0aNECo0aNUmpV1sUxNHHy5EnhFqepqSmaN2+udt2kpCT4+fnh6NGjePnyJT58+IACBQqgbNmyaN68Ofr16wcLCwu12wcFBWHPnj24c+cO3r59i8TERJiYmMDW1hZ16tRB//79hSRHnuLn+urVqzAwMMCWLVvg5+eHd+/ewcrKCs2bN8eECRNQpEgRAGktge7u7rh79y6SkpJQqlQpdOrUCUOGDNG4xv3u3bvo27evMD1hwgSMHz9etM7ixYuFkzYAzJ8/X7QNAPzvf//DyZMnhekLFy6gePHiANK+J4cOHcLJkyfx7NkzIXE0NzdHmTJl4OLigsGDB8PY2BhAWhLWsmVL0fng8OHDqFq1qlL8ly9fxrBhw4RpFxcXjesbNTnnpKam4tChQzh8+DCePXuG1NRUlC9fHn379kWPHj00Ok5G5BNwGxsbjZJvAChZsiSuXbuG2NhYhISEKH3HFfvjKH53hg0bJpSPhIeHK30uY2JiMtxevlUSgNLnQV9fH//8849Gr0Wel5eXqGV+7ty5Si3/EolENF2gQAHRtGIrqWLyLH8+NzY2Vjq/y3dOMzAwyPA7n11fv37Ftm3bcPr0aYSGhsLIyAi1atXCyJEjUa9evQy3zawTpnzHYCMjIzx48ADu7u7w8PBAZGQkbGxs0LNnT9EF25cvX7B9+3acPXsWISEhkMlkKFq0KOrVq4cBAwao/O7Ji4yMxK5du3Dp0iWEhoYiPj4eFhYWqFSpEtq3b49u3brBwOD/Uy9V58HDhw8Lcad3Zs5KJ8x3797By8sL58+fx9u3bxEbGwtra2vUrFkTHTt2hKurq9JnR9X7uXLlSnTo0AGnT5/Gnj178OTJEyQmJqJ06dLo2LEjBg0apPQZU/V6NJHVjt9nz55VOj8XLlwYkZGRGm1frVo12NnZITQ0FKmpqdi9e7fKjt25iQl4Llu9ejXatGkjJArfs5SUFEyaNAmnTp0Szb9z5w7u3LmDCxcuYM2aNUpf3A8fPmDMmDF4/PixaH5ERAROnz6N06dPw9nZGatXr1bZE9/HxwczZswQ1SF++PABXl5eOHXqFGbPnp1p7AsWLMDu3buV5n/9+hWBgYEIDAzEoUOH4O7ujlq1aqndT3x8PH7++WfRKDXx8fE4d+4cAgICsHHjRhgYGGD8+PGIjY0V1gkLC8OuXbvg5+cHT09PlChRIk+Pocrx48eF/9evX19tz++goCBMnjxZqa40KSkJd+/exd27d7F161YsXrxY9IOQbt++fViwYIFSp624uDg8e/YMz549w4EDBzBv3rxMa9BfvXqFqVOnimqDIyIi4OnpiXPnzuHgwYPw9vbGqlWrRLdxnz17hhUrVuDy5cv4999/Ra2G6tSsWVN0Ag8ICFA6wV+/fl00ffPmTVHCJZVKcfXqVWG6WrVqQvIdGxuLESNG4O7du0rHjoqKQlRUFO7cuYPDhw/Dw8MDVlZWkEgk6NKliyiB8/X1VZkE+Pn5iaYzGokpq75+/YqxY8eKPrMA8ODBAzx48ADnz5/PcWfep0+fCv8vUKAApk+fjmvXriE6OhrFihVDs2bNMGrUKLUjmZiZmYnel+joaDx48ABLly4VrdenTx+lbSUSCYoVKybsOyUlBR8/fsTJkyexY8cOYT0bGxtRCQcAPHz4UPi/np4eKlWqhLVr18Lb2xsfPnxAsWLF0KpVK4wePVopgVbn69evolb3Jk2aoHXr1krrpV+sp/v7778xf/58lClTBq9evcKiRYuEZWZmZkrfV0dHR6H18NWrV1i7di0GDhwIIyMjnD9/HkeOHBHW7dChQ6ajwGTV8+fPMWLECNH3OyEhARcuXMDFixcxffp0rR5v6dKl+Pfff4Xp9+/fiy4qbt++jXHjxuHz58+i7d68eYM3b97Ay8sLo0ePxv/+9z+VCayfnx9mzJghKkcCgE+fPuHKlSu4cuUK9u/fj82bN2t8gZlVHh4eWLx4sVJd//v37/H+/Xv4+vqiTp06WLNmTaYNOVKpFLNmzVLqPBwUFISgoCD4+PjAw8MDBQsW1PrryAp9fX2MGDEC9vb2+P333zXeztnZGXv27AGQNjjB1KlTRRdHuY21EVpWsmRJUYL39evXH2ZYpF27dikl3/J8fX2VfuQTExMxfPhwpeRb0aVLlzBp0iSl2vQHDx5g+vTpajsBxcXFZZqAe3t7q0y+FX39+jXTK9wlS5YoJRnpkpOT8euvv2Ls2LGixFheRESE0g9+XhxDUXx8vCgxrF27tsr1Xr16hb59+2baqSsmJgbjxo2Dr6+vaH5gYCD+/PPPTEdMSE1Nxbx585RuoSsaN26c2o55Hz58QL9+/bBixQq1NZTXrl3D/v37MzxGOj09PdFdgQcPHohaP798+aJ0q1Px75g++kU6+YTn77//Vpl8K3r58qWoRrlr166i5YrvOZDWUu7v7y9MFyxYEC4uLpkeS1MzZsxQ+5kF0hIP+Vb/rIqNjRWNXhAaGoqjR4/iw4cPSEpKQmhoKHbv3o327dvjypUrme7vypUraNCgAUaOHInnz58DSEuyJ0yYkGHNdbqZM2eiefPmWLJkiVAbb2NjAzc3N6VGBPnvSqFChTBu3Dhs2LABYWFhQuzbtm1Dp06d8OzZM43ej3///Vc04sq0adNUrlenTh1ROczdu3fRuXNnODo6omvXrnjw4AGAtAuatWvXKrVgDx8+XFQ3vWHDBjRs2BB169bF1KlThfIXR0dHjRpCsiImJgajRo1S+/2WyWRYunRptjvmKkpKShIl30Ba4pb+eXj16hVGjBihlHwrxrRp0yZs2bJFadnVq1cxadIkpeRb0YMHDzB58uRsvILMbdq0CX/++WemnWrv3LmD/v37Z/haAWD9+vUZjtzz9OlT0R3BvNCgQQPs27cPU6ZMyXK5r3yuFh0djdu3b2s5uowxAdcyiUSC+fPni66ijh8/Lkp+clN6p5QBAwaI5k+ZMgU+Pj5Kt0vlpY9Zu3DhQhw+fBjr16+HnZ2daB3FBH3r1q2iH5UyZcpg+fLl8PLywpIlS0Q1VQEBAUrbL126VJSsWVtb488//4S3tze2bNmC2rVrZ9qxYtOmTcL/9fX1MWXKFBw6dAgHDhzAH3/8IbpF9vr1a0RERKjdV3R0NAoXLoxFixbhyJEj+OOPP0Stp1FRUYiPj0flypXxzz//YN++fejYsaNoH+fOncuwU40ujqHo/v37ok52qm4TSqVSTJkyRfQDYm9vjyVLlgh/j0aNGgnLZDIZZs6cKXo/T5w4Ifp79erVCzt37sTRo0fx77//ihLc1NRUuLu7Zxh3dHQ0qlevjk2bNuHw4cNKt/fTyybatGkDDw8P/Pvvv6hcubJoHfnENDPySWtqaqroe3vz5k2l9/zDhw+ixPHixYui5emtpREREaIxsm1sbLBs2TJ4e3tjz549GDp0qGg7+Zb20qVLiy6YgoODlRK5O3fu4OPHj8J069attTa27bVr15Tew7Zt22Lnzp04dOgQ/ve//8HIyEjjDlCqBAYGatRxPDY2FuPGjct01AL5cpp0U6ZMUbqjoU54eLho2traGtu2bVPqFBofHy/UjgNpn1d1FyofP37E6NGjRfXqqnz9+lVUWuDs7IwqVaqoXX/NmjXo1q2byhZZIK20xN3dHY0bN1ZaVqZMGfz777+oUKGC2v07Ojpi586dKFSoUIZxZ9X27dtF77OBgQHGjBmDgwcPwsPDA927dweAHH2uVOnQoQMOHDiAjRs3YuTIkUJZzvz580XnviZNmsDNzQ0HDhzA1KlTReU969atE533UlNTMXv2bNH5oW7dutiwYQO8vLwwZ84c0YXbtWvXhPHufXx8hE656Vq1aiX8Xive5VDnwYMHSh0J27Zti+3bt8Pb2xvz5s0TlSCFhoZizpw5Ge7z9evXKFiwIKZPn46DBw9i8+bNKFeunGgdxXNDetxZ/ZdVFStWxJEjR7Bz506N3yNFir+DGTUy5AaWoOSCypUrY9CgQaIrw3nz5uHYsWO5PuZyeqcUxVudRYoUybQDh6GhIbZv3y6sV7VqVZibm+Pnn38W1lEcY3Pv3r3C/83NzbFr1y7htlb16tVRp04ddOrUSfiR8vT0RLt27QCk/cjdvHlT6fjpX4rKlSujYcOG6NGjh9qWo9TUVIwfP164JVajRg2MHj1aWO7o6IigoCDs27dPmBcREaH2NrZEIsHmzZtRvXp1AGkdmS5duiR6OIilpSV27twptCZVr14d58+fF1qsExISEB0drfYWoy6OoUixg5viA0GAtAsk+TIAW1tb7N+/X/gsVa5cWajLT481Pj4eW7duxW+//QZAuV52/PjxQglGpUqV8NNPP+H3338XOqNllFgAafW2O3fuFG5xzpkzB6dOnRK1Mjds2FBUGrVgwQL06tVLWJ6VFrTGjRuLOuQFBASgTZs2ANJ+NFW5ceMGSpcuDSDtTk86Ozs74bNsaGiI+fPnC5/TESNGoFmzZsK6devWxYULF4ROcooXiV27dhW1nvv6+or+hqdPnxatr80Otumd8NIpdjJMr6WcOnVqto+heAetWrVqGDFiBEqXLo1nz55h1apVwnsSHx+Pv//+G1u3blW7P8UEGgBWrFiB06dPY9OmTbCxsckwHsXto6Ki0K1bN4wePRqTJk0S5sfFxancvlOnTujbty+io6OxbNkyvH79Wtivm5ub2hZtADhw4ICobn3EiBEZxmpsbIyaNWvizJkzKp8/8e3bNwwdOhR//vmn0t0UAChevDiqVq0q3ClQ9ODBA3Tr1g3btm3LctlbRhQ/V3PmzBFdYDs5OcHQ0BCenp5aO2bp0qWxdOlSoYEs/YL75cuXou93rVq14ObmJuqQWqJECeHvlpycDC8vL4wdOxZAWj+PsLAw0fa7du0SGlaqV68OMzMz4Q5skSJF8Pz5c7i4uMDBwUGpbtnc3DzLHS63bdsmulgZOHCgKMGuXLkyGjdujO7duwufk9OnTyMwMFCp0ULe+vXrRQ0vhQsXFvX5SB9lJ52uOopqo+N4uXLlYGhoKDROyZeT6QJbwHPJxIkTRSer169fq7xt9T2pV6+e0pdHsdZUvizi5cuXolY3JycnpZoye3t7UZJ19+5docVbcdzdFi1aKF2RGhkZYdCgQWpj1tfXR4cOHTBlyhRs3rxZ1MIVGxuLc+fOKSXvGY2NXqVKFSExTlemTBnRdLt27US3cg0NDYUELJ18q1heHEOR4oVTelIsT7EVYsyYMUoXcnp6evj1119F886cOSP8X7GFsEuXLpg7dy78/Pzw6dMn6OvrY/HixZgyZQo6d+6cYcsbALRv315UX2hgYKDUU713796i1j/FFpqEhIQMjyHPxMRE9GMj3wlOvlVa/nOefhEZFRUlSiTly0+sra3Rq1cvzJ49G7t27RIl3+mt4/LfLcW/bfv27YWOmYByGYp8Al6kSJEsP4EyI/fv3xdNjxo1SmmdDh06qPxMacrV1RWrV6/GpEmTMGbMGHh6eqJ9+/aoVq0aunXrht27d4vqjwMCAjK8k9W0aVPs27cPHh4e6NKlizD/wYMHGDx4cKbPR5g1axaOHDmCtWvXCt+71NRU/PPPP6LxsFXdhWrYsCGWL18OJycntGrVCrt37xa1nsrfCVFFvmQq/aI1I7/99hvmzZuHr1+/wsbGBkuWLMHhw4exePFioe/Rt2/f8Pvvv+PWrVuibd+9e4eePXsKyXCTJk2wY8cO7Nu3D0OHDhW+V8HBwRg1apTWHsbz6dMnUcKa/v1QJN+pWBvatGmjssZXseWzbdu2SuUMrVu3Fs2TbzxS3L5nz55K/U7SW6OvXr2KgIAAUUNRTiUlJYnOwyYmJirLXOzt7ZXujstvp6hChQqi8yGQdjEhf3cts5Kb75mRkZHoNy4kJESnx2cLeC4pUKAAZs+eLRrFY8uWLVprmcqNcb5VXbkq9qqXPwErJnXnzp3LtAd0YmIiwsLCUKZMGaWHDqhrDc2s13m6iIgInD9/Hrdv38bDhw/x+vVrlT+QGZVuyD/kIp3irXzFZBlQHm0gr4+hSL6FxcTEROWPUHBwsGi6fv36KvdVtmxZFClSRLj4evv2LRISEmBqaoouXbpg3759QiIaHR0NT09PoRWrbNmyaNSoEdq1a5fpCAeA6vdK8X0oW7asaFrxM5vV74qLi4vQwh8eHo5Xr17B0tJS1EI4ZswY4VHR6T/EAQEBor+Jqg6qQFq5RUBAAO7cuYPHjx+rbKFXjLlQoUJwcXER6qyfP3+OV69eoVy5cnj69KkomenQoYNGnU41JZ/oGhoaqrx7IpFIUKVKlWzX65YsWRIlS5ZUu9ze3h5NmzYV3e6+f/++yo6JgLiPg5OTE2JiYoSnYL548QLe3t4ZdgBOv+tRpUoVODo6om3btsJFkZubGwYPHgxzc3OlzxqQlnzJK1KkCJydnYWLpsjISISFhan8bN+9e1f0PUy/W6jOsWPHRB0llyxZIgy5WLVqVVSrVg1du3ZFamqqMF6y/J2D33//Xfj72traYuPGjcJd2tq1a8PAwABubm4A0jo2+/r6okOHDhnGpAnFi6dKlSqp/MyWKVMGBQsWVHunIasUGzHSKf6WLV68ONO+W/JlUJq0ApuYmAhDRGpben+DdFWqVFE54AGQ1tAmX7ap7s4HAKUS1HTm5ubC90GxRCino6CoG8ktXfqoMNpiZmYm5CLyDYq6wBbwXNSqVStRTem3b98wf/78LO9HVQKh7bo4ACq/sBn1CFbXSTAz6WUKii2T6mpWM3u4wufPnzF58mQ0b94cc+fOhbe3N169egWpVIoiRYpk6VaVqocbKLaEqHqfstL5QxfHUCT/Xqt7PxVrUzOq+bS0tBRNp/9NjY2NsXPnTgwYMEBlchIcHAwPDw8MHDgQffr0yfSxwdl5r3I67r6Li4toHwEBAbhx44bwPbS3t0eXLl2EhCE8PBxhYWGi+m9LS0vUrVtXtN/AwED07NkTXbp0wbJly+Dv7y8krGXLllV6TxWp64yZm6OfAOLWeENDQ7W1xup+8LVFMXnK6LHwihSHScxKn5wSJUqIWgETEhKEcqCCBQsqJY6qxhJWPAepi13xb6nuAiOdfHlGiRIlROOdA2mlZvIdza5fvy5cJIaGhuLy5cvCsi5duiiVSCpepGjSAVYTmp77Ae1+rtR9x7LzWyZf7qN4gSB/t0oXFEv/MhouUnGZqrKldOre+9wupdUl+d/DrNxV1ga2gOeyOXPm4Nq1a8JtmoCAgCw/wSolJUVp+KfcuO2T1VYzxZOmq6urRr2703+gFBM0xZNIuoxaP2QyGX755RdRfWynTp3g4uKCmjVrwtbWFmvXrtX4McqaJG85TfB0cYzs7Ltw4cKi1reYmBi1NebyNdiA+KRuZmaGuXPnYvr06bh8+TICAgJw8+ZNvHz5UnQxee/ePYwYMQInTpxQe0LX5H1QlxBml42NDWrWrCl8pgICAkStsz/99BPMzMxQvXp1oTzj+vXromSmRYsWou9TREQEhgwZIow6UKBAAfTt2xcNGzaEo6MjLC0tMXDgQNFtbUVNmjQRDZPo6+uLX375RVR+Uq5cOaXyppwqUKCA8N1MTExEcnKyyuHotNVKqY7i31lVDJGRkShUqJDS50lx/GtVHSGTkpIQHR2tcmg2xWFk07fX09ODvb296HujKplTPLeqO9emt9IDaX/LzOpp5Vsv1Q11K/96kpOT8enTJ6EGWZ6q7RXfC22NSKI4bJ26cz+g3d86dYm+4vypU6eqvYOVTv7zqPh6Mkpqc4Nin4aMOvpmpaFFm3fSvlfyf0dtdVzXFBPwXFayZEmMHz9eNGxcZjWpiq3OcXFxSlfuiuUbirSdlKiieHsqMjJS5Q/GkydPYG9vr3Q1rdhSpO5pVhl1jLh8+bIo+R40aJDScFnZbanPT+R/INT9oJUqVUqprlFVKUxwcLDoVl3p0qWVTlxJSUn49OkTWrVqJYwE8vXrV1y7dg1Lly4Vau1CQkJw69YtpTrDvObi4iJ8rm7cuCFKTtJvfzZs2FBIwHfs2IGoqChhHcWxoj08PERDfi1dulTp4VSZfU4NDAzQsWNHbN++HUDaEGAXL14UJVLabv0G0r6n6QmSVCpFUFCQUpIvlUozHYo0IzNnzkRYWBgiIiKQlJSEc+fOKV18KT7FMf2zefjwYWzevBnh4eH49u0b1q5dK5SQpJMv0QHEj7KfMGEC7t+/j48fP6JgwYK4fv26UuKhuL38hWnVqlVFCfjz58+VWqIVE1dVSf6nT59E+3FyclJaR5F8LbuqkV9UHTv9XKBYB69q+3fv3qncNqdKliwJiUQiXJA/f/4cKSkpSr99wcHBWk1m1d3RVSwHiouLU/otS0hIQEhICMqWLat0gaf4WxgYGKhUu5+amorRo0ejZMmSKF++PCpVqiScS3L6e12sWDFRZ8KnT58iNjZWZQu2Yr16dktG1MnOiCZ5Sf7iT9Nx+rWFJSg68PPPP2fpQ65YIqD4wxMTE6N2RIZ0il9obXWekVehQgXRhcHdu3eVvtxPnjxBt27dULduXbRo0UI0DnedOnVEP3SXLl0SjcIBpJ300hMOVRSTdsULlfj4eJw/f16zF5SPyXeQi4+PV/l5UEwIN23apDROrFQqxbJly1Rul5KSgrFjx8LV1RU1a9ZEu3btRLWe5ubmcHV1VXoCZ2Zj0eYF+dav9B/edOm18fI/sPJPcTMxMVEa8k3xc6p4G/jFixcZ1mKm69atm2j6jz/+EE3nRgKumAiq6kx+6NChDDtFZubly5e4efMmQkJC8P79exw7dky0PDg4WNQh1srKShh6zMLCAsHBwUJCKT/iEZB2l8zDwyPD1xQREQGpVIqvX7/ixIkTomUvXrwQnW8NDQ1Rs2ZNYVrxYmvXrl2i5DY+Pl5pdBxVCbhip3TFDs2qyCd+nz59Uhrm9cWLF8JY4EDaRUv6nUfFshhvb2+luxiKY0Br2h8nM4UKFRL1JYiJiVE52ol8rbI2qEt0Ffu7eHp6Kt3l8/T0ROfOnVG7dm20b99e9LukWJN88OBBpbG4/f39cenSJXh6emLRokWi75Hixab8kLGaMDIyEp1XExMTRc8SSBcSEiI8eAZIez8UP7855eDgkK1/6Ro0aCCMFqXqnzbrvwHx3YrcejiSOkzAdcDAwADz58/X+CpXsVPZX3/9hdDQUMhkMjx+/BjDhg1TOjkoUizv8PX1xcOHD3Ho0KEsdd7LiIGBgVJt5ejRo7Ft2zY8ePAAfn5+okf8hoeHi4b/s7a2FiU6KSkpGDp0KPbt24fAwECcP38eAwcOVLoAkadYa7d161Z4enriyZMnOHr0qMo646ye3PID+c9UamqqUssWkDZyhHxL0Nu3b9G7d28cOXIEgYGBuHjxIoYPHy7qCGdmZiaMVGBgYACpVIqQkBBIpVIkJSXh559/hre3N548eYI7d+5gy5YtOHjwoOi4uhq2KiscHBxUtv6XK1dOSJ7q1KmjsnSmUaNGSmVmip/TOXPmwN/fHw8fPsS2bdswcOBApYsiVQ/TqFy5smjIMPnh8mrXrq2201ROKHYq9PX1xcSJE3H9+nU8fvwY69evx7x583J0jPQxn9PNnTsXW7ZswYMHD3DkyBEMHDhQ9L0dNGiQ8N47OzuLzitXrlzBpEmTcOPGDVy9elWpRM3S0lI0rr7i6/vjjz/w77//4uHDhzhy5AiGDBki6nPTtWtXUctiy5YtRRe44eHhGD58uHD8YcOGiWq+1XX+VHz4lSYJuGJL/8yZM4Xz77FjxzB8+HBR7PIXaFWrVhUl4R8/fsSAAQNw5swZ3Lt3DytWrBCN029gYKD0EKNKlSoJ/7L64CfFUU/++usvrFy5Eg8fPsStW7cwdepUUQfT3FS1alXUqFFDmP78+TN69eqFY8eO4fHjx9i9e7fwZNKUlBS8fPkS5cuXF9ZXPHc+f/4cQ4YMwYULF/D06VN4enoqjbkt/9upeL64desWbt++jTNnzih18FSnf//+oundu3dj0qRJuHr1KgIDA7F3717069dPlHC2a9cu05Go8rP0srN0GQ3HmBtYgqIjtWvXRu/evTUa09TV1VXUAvTw4UO0atUKBgYGwo+0/CgUqii2bgQEBAgtSE2aNMn0EbSa+uWXX+Dr6yvcoo2Pj1fbe9zW1hYjR44UzUuvE05vefn8+bNSq56pqSkMDAxU3ops2rQp9PX1hR+Z+Ph4zJ07N8OYM7t4yY8USwZCQkKUkjVDQ0OsXbsWffv2FZK/kJAQtU8P1dfXx/Lly0X1h9OnT8f169eFMpfg4GClYQvlOTs76/ykpykXFxelJ+fJt74YGxujdu3aSo+nV1U72rx5c1EHu9evXwtjCKujrh65a9euKr9judH6DaT9KPXr10805r+vr6/SUIhFixbNtDROnV69esHLy0soN0tMTBSNNS6vZs2aovOIoaEh5s6di/HjxwslDadOnVL5VF+JRII///xTdJexWbNmaN26tfD3iY+PV3owSjpV450bGxtj/vz5+OWXX4TGjZs3b6ocPrVixYpqR3hQTLRUXQAqGjZsGI4ePSo0MiQkJKg9/5YuXRpDhgwRpiUSCWbPno0xY8YIcT99+lQ0cpe8IUOGaGXs5XR9+vSBl5eXcNczJSUFmzdvxubNm0Xr5eRzlRVz587FwIEDhbsXISEhasdrd3V1RZMmTYRpfX19LFy4EMOGDRPey9u3b6scshNIa3Fv27atMG1nZwc9PT1h2/fv3wsJ9YoVKzS6sG7UqBGGDRsmOmep+x4AaZ+v7AwKkZ+8fPlSdGGf3Qf6ZBdbwHVo6tSpmT4AAkhr1ZD/cqZLT75r1qyJRYsWZbiPRo0aqU2ytdWRBkgrK5B/eI86tra2cHNzUyqvsbe3x8aNG9X2ti5QoADWrFmj1IkqXenSpUWt7KrIP6oZQKaPP8+PqlWrJnqP1dXVV6tWDR4eHkp3YRRZWlpi06ZNaNGihWi+g4MD3Nzc1HYIk+fk5CS0Kn2PVLXoKd7+VKzz1NPTU7ld165dleqC5RkYGCjVwav7nHbq1EmpltXAwCDTIety4rffflN5TkrXtGlTTJkyJdv7NzAwwJYtW0QjdqhSt25dbN68WenOQ6tWrfD3339n2InK2NgYS5YsUWo1BoBly5ZlOuJIxYoVsW3bNpV1oumPrc/o+BUrVsSWLVvUriPfh8DAwCDT0Z+AtPPjzp07My0NKVOmDNzc3JTOs82aNcOKFStUjlgkr3fv3jn6+6piZGSETZs2iVqS5UkkEkyYMEHpHJNbHB0dsW7dugxHEAHSHtal6iKnYcOGWLVqVaaDLNSpUwfr1q0TlZ0UKlRI7evMyu/19OnTMX369ExHKalfvz727t2r9aeb/mgUS14zO/9oG1vAdcjCwgIzZ87E9OnTM1139erV8PT0hJeXF16+fAk9PT1UqFABXbt2Rc+ePTN9YpOpqSl27dqFlStX4vr164iLi4O1tTVq1qyZ6XBnWWVnZwdvb294eXnBz88Pz549Q3R0NIyMjODg4ABXV1cMHDhQ7Um+QYMG8PHxwZYtW3Du3Dl8+PABhQsXRtOmTTFy5EjY2dnh77//Vnv8X375BZUqVcLOnTvx6NEjJCQkwMLCAlWrVkXv3r3RunVrtG7dWmglOnXqFKZPn/6f6OGdzsDAAM7OzsI40or1pvIcHR3h7e0NPz8/nDhxAs+ePcPHjx9hamqKcuXKoUWLFujfv7/aBMHJyQmnTp3CgQMHcPbsWbx48QIxMTHQ19eHjY0Nqlatig4dOqh82MX3pE6dOrC0tBTumEgkEqUEPP0pnOlq166tso5QX18fmzZtwu7du+Ht7Y3g4GCkpqaiSJEiqFOnDoYOHQpra2u0aNFCaMU9ceKEymS+cOHCaNKkiahvQ5MmTXK1ftHIyAhr1qyBj48P9u7diydPnkAqlaJSpUro3bs3unXrluPOV9bW1vDw8MCxY8dw/PhxPH78GLGxsbCwsEClSpXQuXNndO7cWe1nplu3bnBycsLOnTsREBCA8PBwSCQSYXi+IUOGqB1r3MTEBOvWrcO5c+dw8OBB3L9/H9HR0ShQoAAqVaqEDh06oEePHipHXkmXXh+8fft2XLp0Ce/fv4eRkRHKly+P9u3bo2/fvhkmRvKd8zNLAuUVL14cBw4cwLFjx3DixAk8efIEX758gampKcqXL4+2bduib9++ahP/9u3bo27dutizZw8uXryI169fIzk5GVZWVqhTp44wWk9msjP0XvHixXHo0CHs2LEDx44dQ0hICExMTFC3bl0MHToU9erVy/SOpjY1a9YMp06dwp49e3D+/HmEhoYiNjYW5ubmwpjqHTt2VFtO2rZtW9SpUwe7du3CxYsXERoaiqSkJFhaWqJKlSro2LEjOnXqpPIzvHTpUqxduxZ+fn6IjIyEubk5ypcvr3LcfXX09PQwYsQItGvXDkeOHMH58+cRFhaGr1+/wtraGrVq1ULnzp21Xvf9o5LvOF6qVCm1F4O5RSLLjSe6ENF359KlS8Jjrc3MzHD16tV8NZ7rf8mwYcNEwx6uWLFCVNdMpCsPHz5Ez5494eTkpNTZleh71rFjR6Hz+6hRo5TKy3Lb99v8RERa1aRJE6GjUGxsrNKINfRjePTokehBMgUKFMh0zGKi3JLet0jX9bNEOREaGiok33p6ehk+GTe3MAEn+o+QSCTo06ePMK2ucw59XxITE3H58mU8efIE3t7eos5+QFpNeFYf7kWUU/Hx8diyZQvWr1+PAgUKKI3CQfQ9Sy/HBNI61ebGCFKZYQkK0X9IXFwc2rRpg48fP6JAgQK4dOlSrj9CnHImMTFRNO60PENDQxw/flyjETOItCkqKgouLi4wNjbGqlWrvruHaRGpI5PJ0Lp1a4SEhEBfXx/Hjh3Lk+Fw2QJO9B9SsGBBTJ48GUBaC9bhw4fzOCLKjImJicqO0xKJBAsXLmTyTXnC2toa69atg6+vL5Nv+qGcO3dOeLhar1698uxZFGwBJ/qPkclk6NmzJx49egQ7Ozv4+vr+p0aE+RFNmjQJt27dQkxMDIoWLYqKFSti0KBBTHyIiLJo4MCBuHnzJooUKQIfH588G46RCTgRERERkQ6xBIWIiIiISIeYgBMRERER6RATcCIiIiIiHWICTkRERESkQ0zAiYiIiIh0iAk4EREREZEOMQEnIiIiItIhJuBERFkUHh6e1yEQEdEPzCCvAyCi/55bt25h165dCAwMhEQigYODA/r27QtnZ2dhnZ49eyIqKgr6+vqQSqUoWLAgWrVqhbFjx8LAIO3U9eTJE2zevBmBgYGQyWQoW7YsBg0ahCZNmqg87p07dzBx4kSYmpoCAKRSKYoWLYoOHTqgf//+0NPLvE3Cy8sL9+7dw4IFC3L8PkilUvTu3RumpqbYtWuXaNmiRYtw5swZ4bXq6emhYsWKGDlyJBwdHQEA7969Q69evYTXI8/T0xPW1taQSqU4dOgQjh8/jnfv3sHExAQNGjTA6NGjYWNjo7Sd4nskk8lQsmRJjB49Go0bN87xa86Ml5cXzp8/j3Xr1uVoPz179sTkyZN1ErOic+fO4enTpxg7dmyO9nP27FnMnz8fRkZGwrzp06ejdevWwnRSUhImTJiAwYMHC6/Vz88PYWFhGDZsWI6OT0S5hwk4EenU6dOnsXLlSowdOxaLFi2CsbExrly5gqVLl+Ldu3fo3bu3sO6CBQuEpCIiIgKTJk1CsWLF0KdPH8TGxmLKlCmYOHEili9fDolEgsuXL+OPP/7AunXrULVqVZXHt7CwwIkTJwCkJZeBgYGYP38+YmJiNEqYvnz5Am09QPj69esoXrw4IiMjcevWLTg5OYmW9+jRA+PHjwcAfPv2DSdOnMCUKVOwYcMGVKpUSVjP29sbBQoUUHmMhQsX4u3bt/jtt99QoUIFREdHY926dZg4cSK2bdsmSu7SKb5HZ8+exZw5c7B//34ULlxYK689v4qNjYWbmxu2bNmS4329ePECXbt2xeTJk1Uuf/nyJZYtW4bHjx+L5ru6umLMmDFo0aIFypYtm+M4iEj7mIATkc58+/YNq1atwq+//ooWLVoI85s1awYzMzNMmzYNrVq1grW1tdK2xYoVw08//YTnz58DAEJCQvDt2ze0bNkShoaGwn6GDh2KuLg4jeKRSCSoUqUKZsyYgSlTpmDgwIEoVKgQbt26BXd3d4SFhSE5ORn169fH77//jmvXrmHXrl2QSqUYOXIk3Nzc1K5rYmKCnTt34v79+1ixYoXK4x89ehRNmzZFYmIiDh06pJSAyzM2Nkb37t0RGBiInTt3YtGiRZm+vnv37uHixYvYv3+/8J5aWVlh5syZWLhwIcLCwlCuXLlM36OWLVti6dKleP36NQoXLoxFixbh27dvePz4MczMzLBt2zZ4eXnh2LFjiIiIgJGREbp16ya0wDZp0gSTJk3Cvn37EB8fj4YNG2LWrFkwNDRETEwMFi9ejNu3b6No0aKoUaOG6PgXLlyAu7s7Pn78iEqVKmHatGmws7PDu3fvMHToUAwaNAienp6QyWRwdXXFxIkThW1v376NDRs24OvXr2jRogXGjRsHY2NjLFq0CBYWFsLFzeXLl7Fq1SocPHgQPj4+OH78OFJSUvD27Vts3rwZnz59wsqVKxEREYHatWsDACpUqKCyhfnIkSOoW7cuzMzMAKS1xHft2hXHjx/H58+fUbNmTcyZMwfm5uaYOnUqHjx4oLSP9FbuZ8+eoVmzZir/Lu/fv8fEiRMxcOBAfPz4Uelv1q5dO+zevRtz5szJ8O9LRHmDNeBEpDMPHz5EYmKiyhKRunXrwsbGBteuXVO57du3b3H9+nU0bNgQAFC+fHmUKFECo0aNwu7du/Hw4UMkJSVh4MCBqFevXpbiql27NvT09PD48WMkJCTg999/x8CBA3H8+HHs2rULT58+xZkzZ9C8eXMMGjQIzs7OcHNzy3BdABg8eLDa5Du91bt169bo0KEDrl27hoiIiExjbdCggcqkTZXr16+jRo0aShc0RkZG+PPPPzNNvoG0MpkzZ87A2NgYlStXFubfv38fmzdvxoYNG/Do0SPhosDX1xcLFy7Etm3bEBYWJqx/+/Zt7Ny5E1u2bMGNGzdw4cIFAMCyZcsApCWuCxYswJUrV4Rtnjx5gr///hvTp0/HsWPH0LhxY0yfPh3JyckA0lqbw8PDcfDgQfz99984fPgwHj16JGx/8+ZNrFq1Cjt27MCTJ0+wY8cOjd63hw8fYtSoUfD09EShQoUwY8YM9OrVC8ePH0ezZs1w6dIltdumryPv0qVL+Oeff7Bnzx6EhobiyJEjAIAVK1bg9OnTSv/SS0yeP3+O8+fPo2vXrujTpw927dol3H2xsLCAp6cn+vXrB4lEohRHs2bNcPbsWcTHx2v0molIt9gCTkQ68/nzZxQqVEhosVZkY2ODqKgoYXrevHnQ19dHamoqEhISUKlSJdSpUwdAWhK5ZcsWHDx4EBcuXICbmxuMjIzQtm1bjB8/HsbGxlmKzdzcHHFxcTAyMsLWrVtRqlQpxMbGIjIyEhYWFkqtjOkxaLquIh8fHzRs2BCWlpYA0lqJDx8+jDFjxmS4XaFChZRa+Lt37y6aHjt2LDp37owvX74I+8+KmJgYtG3bFkDaXYvk5GQMGTJEaNUFgDp16gjlKBUrVsTWrVtRtGhRREVFITk5GcbGxoiMjESpUqUAAL169ULBggVRsGBBVK9eHaGhoUhKSkJAQADc3d1hamqKMmXKoFu3brh16xYA4MSJE2jbtq1Q8967d28cOHAAd+/ehZ2dHQBgwIABMDIyQvXq1WFvb4/Q0FBUr14dAPDzzz+jWLFiANIuhjZs2IBRo0Zl+vptbGyEuxEnT55E8eLF0bFjRwBA27ZthQRaUWRkJMLCwlClShXR/C5duggXQQ0aNEBoaGimMSQmJsLOzg6tWrXC33//jdDQUMyYMQPm5ubo2rWryrp/eVZWVrCxscHjx4+zfEFKRLmPCTgR6YyVlRU+f/6M5ORklUn4+/fvRa218+bNE2rAY2NjsXbtWkyePBnbtm2DRCKBmZkZhgwZgiFDhiA+Ph63b9/GunXroK+vj379+mHgwIHCvqZPn662fjk1NRVfv35FsWLFoK+vjytXrsDT0xNAWkt7YmKiyrrvrKwrTyaT4cSJE4iOjkbnzp0BpCW6hoaGGDZsmMq67HRfvnxB0aJFRfMOHTqksgbcxsZGbWt5VFSUylIfIC3JT68BB4Bnz55hzpw5MDMzQ9++fYV9p9PT08P27dtx4cIFWFlZCS3lUqlUWEf+QsDAwAAymQwxMTFITk4W/V1KlCgh/D8iIgJ37tzBqVOnhHnJycmIiIgQEnBV+02XnnwDQNGiRREZGany9SqSf22fPn0S7Sd9X6p8/PgRBQoUQMGCBUXzLSwsVMb466+/qvz7TJ06Fa6urli/fr0wz8HBAT169MDFixfRtWtXjV5H4cKFNboYJCLdYwJORDrj6OgIc3NznD59Gu3btxctu379OmJiYvDTTz+p3NbMzAx9+vTBzz//jM+fP+PkyZO4evWqkKQUKFAAzs7OePv2LQICAlCsWDGcPn1atI87d+6o3Pe9e/eEUVQePnyIf//9F25ubkKSJ19XLC8r68q7efMmEhIS4OHhISofGDlyJM6cOaP03si7du2aqANmRho0aIA9e/YoJdvJyckYOnQoRo8eneGx0lWsWBHOzs64deuWkIDL27dvH169egVPT0+YmZkhOTkZ/v7+me43/W7I+/fvhSRVPmG0sbFB//79MWLECGFeaGgoihQpgs+fP2e6f/m7Ke/fv0fx4sUBpF0wpJexAGkXNeoULVoU79+/F837+PEjypQpo7SuRCIRXXRkZunSpWqXhYeHw9vbG2PGjBE+I0lJSRlenClKSUlRWZ5CRHmPNeBEpDNGRkaYMmUK1q5di+PHjyM2NhaJiYk4f/48Fi5ciJEjR6ptlU1MTMTRo0dRqlQpWFpawtnZGYGBgdi1axdiY2ORmpqKly9fwtfXF40aNdIoHplMhocPH2L58uUYMGAAzMzMEBcXB319fRgbGyM1NRUnT57E/fv3kZKSAgAwNDQUSkAyW1edo0ePwsXFBYULF4aNjY3wr02bNvDy8lL7+g8cOIBLly5h8ODBGr2+6tWro3Hjxpg1axZevnwJIK1V+Y8//kChQoXg4uKi0X7CwsIQEBAglHYoSi/dMTQ0RHx8PDZs2IDk5GSkpqZmuF8jIyO4uLhg8+bNiI2NRWhoKA4dOiQsb9euHY4dO4agoCDIZDJcuHABgwcPxocPHzSKe+fOnYiMjERkZCR27NghXGzY29vj+vXriIqKQlRUFI4ePap2H40aNcLHjx/h4+ODlJQUnDt3Dg8fPlS5btGiRZGYmIjY2FiN4stIoUKF4O3tjQMHDkAqlSIoKAheXl4aXTCl+/TpE4oUKZLjWIhI+9gCTkQ65eLiAisrK+zatQvr16+HTCZD+fLlMW3aNKXOa3PmzIG+vj4kEgn09PRQrVo1LF68GHp6erC3t8fatWuxdetW7N27F0lJSShSpAi6dOmCPn36qD3+ly9f4OrqCiCthKRYsWLo2bMnevToAQCoX78+WrRogcGDB0NfXx+VK1dGu3bt8Pr1awBpCZmXlxf69esHDw+PDNdVNQpKVFQULl++rHKc63bt2mHXrl1CR0IvLy94e3sDAExMTFC5cmWsWbMGDg4OGr/fc+bMwa5du/D7778jKioKBQoUQMOGDTFt2jSYmJhk+h5JJBIUKFAArq6uGDRokMr1+/Tpgz///BOdOnWCqakpGjdujBo1auD169eZ1h9PmTIFy5cvR48ePWBlZYUmTZrg1atXAIBatWphwoQJWLhwISIiIlCsWDHMnz8f9vb2ePfuXaavvW7duhg5ciRSU1PRvn174XPRuXNnPHz4EP3794eVlRW6deuG/fv3q9yHmZkZFixYgJUrV2LNmjWoV68eqlSpIozPLs/a2hrlypXD48eP0aBBg0zjy4iZmRmWLVuG9evXw93dHebm5hgyZAiaNm2q0fYfP37E169flUaVIaLvg0SmrQFtiYiI8pnPnz8jIiJCNALMqFGj0KFDB3Tp0kVpfQ8PD4SHh2P69Om6DFOJl5cXnj59itmzZ+dpHESkGktQiIiI1EhOTsaECRMQFBQEALhy5QpevHiBunXrqly/a9euuHXrllbKULJLJpPh+PHjau9YEFHeYws4ERFRBk6fPo2tW7fi06dPKF68OEaMGKH2ATkA4O/vj6dPnwoP+tG1kydP4u3bt6LOq0T0fWECTkRERESkQyxBISIiIiLSISbgREREREQ6xASciIiIiEiHmIATEREREekQE3AiIiIiIh1iAk5EREREpENMwImIiIiIdMggrwPQNZlMBo58TkRERES5SSIBJBKJymV5moDLZDLs2LEDe/fuxbt371CmTBmMHDkSnTp1EtYJCAjAqlWr8OLFC9jY2GDgwIEYNmxYDo4JfPqUd48IJiIiIqL8z8bGDGry77xNwDdv3oy1a9diwoQJqFWrFi5evIhp06ZBX18f7du3x507dzBmzBi0a9cOkyZNwu3bt7F06VLIZDIMHz48L0MnIiIiIsqWPHsUfXJyMho3boxOnTphzpw5wvxBgwYhNTUVe/bswZAhQxAfH4/9+/cLy5ctW4b9+/fj8uXLMDIyyvJxpVIZW8CJiIiIKFfZ2JhBT091E3iedcLU19fHrl27MGrUKNF8Q0NDfPv2Dd++fcOtW7fQunVr0fI2bdogJiYGd+7c0WW4RERERERakWcJuJ6eHipVqoRixYpBJpMhMjISW7ZswZUrV9CnTx+EhoYiOTkZZcuWFW1XunRpAEBwcHBehE1ERERElCPfxSgofn5+mDhxIgCgefPm6Ny5M54+fQoAMDMzE61bsGBBAEBsbPbKSCQSwMLCNAfREhERERFlTF0HTOA7GQe8atWq2L17N+bMmYM7d+5g1KhRSC9NVzd8i57edxE6EREREVGWfBct4HZ2drCzs0O9evVgZmaGGTNmCAm4Ykt3+rS5uXm2jiWTAV++JOQsYCIiIiKiDGQ0DGGeNSNHR0fjyJEjiIiIEM2vWrUqACAsLAz6+voICQkRLU+fVqwNJyIiIiL6EeRZAi6VSjFz5kx4enqK5l++fBkAUKNGDTg5OcHPzw/yIyX6+vrC3Nwc1atX12m8RERERETakGclKNbW1ujfvz+2bNkCExMT1KhRA7dv38bmzZvRq1cvlCtXDr/88guGDh2KyZMno1u3brh79y62bt2KqVOnwtSUHSmJiIiI6MeTZw/iAdIexrN9+3YcPHgQ4eHhKF68OHr16oURI0YInSxPnz6NtWvXIjg4GMWKFcOAAQNy9Ch6PoiHiIiIiHJbRg/iydMEPC8wASciIiKi3PZdPgmTiIiIiOi/iAk4EREREZEOMQEnIiIiItIhJuBERERERDrEBJyIiIiISIeYgBMRERER6VCePYiHiEiVggWNYWDAtgFdSEmRIi7uW16HQUT0n8MEnIi+KwYGejA0kCI16XNeh5Kv6RtZgTdBiYjyBhNwIvrupCZ9RsKHs3kdRr5mWtQF0LPJ6zCIiP6T2PxBRERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHTIIC8PLpVK4enpiT179iAsLAw2NjZo2bIlJkyYADMzMwCAq6srQkJClLa9evUqrK2tdR0yEREREVGO5GkC7u7ujtWrV2P48OFo2LAhgoODsXbtWrx48QJbt25FXFwcQkNDMXXqVNSvX1+0baFChfIoaiIiIiKi7MuzBFwmk8Hd3R19+vTB1KlTAQCNGjWClZUVJk+ejKdPnyIhIQEymQwtW7aEg4NDXoVKRERERKQ1eZaAx8XFoXPnzmjXrp1ofrly5QAAISEhiIyMhLGxMcqUKZMHERIRERERaV+eJeBmZmaYPXu20vwzZ84AAMqXL4/Lly/D0tISU6ZMweXLl5GamormzZvjt99+Q5EiRbJ1XIkEsLAwzVHsRJR7DAz0IU3K6yj+GwwM9Hk+JCLKJRKJ+mXf1Sgo9+/fx5YtW9CqVSs4ODggMDAQkZGRqFChAjZt2oRZs2bh5s2bGDx4MBITE/M6XCIiIiKiLJPIZDJZXgcBALdv38aYMWNQpEgReHh4wMrKCg8ePIBMJkPNmjVF6/Xv3x8LFixA7969s3wcqVSGT59itRk6EWmRhYUp9KSfkPDhbF6Hkq+ZFnWBVM8GX74k5HUoRET5ko2NGfT0VDeD5+koKOl8fHwwc+ZMlClTBu7u7rCysgIAODo6Kq1bt25dmJubIzAwUNdhEhERERHlWJ6XoGzbtg1TpkxBrVq14OHhgaJFiwIA4uPj4eXlpZRoy2QyJCcnC0k6EREREdGPJE8T8AMHDmDx4sVo164d3N3dYW5uLiwzNjbGkiVLsH79etE2/v7+SExMVBoXnIiIiIjoR5BnJSifPn3CokWLYGtriwEDBuDJkyei5fb29vjll1+wePFiLFy4EC4uLnj27BnWrVuHli1bokGDBnkUORERERFR9uVZAn7p0iUkJCTg7du3GDBggNLypUuXYujQoTAzM8POnTtx4MABWFhYoG/fvpgwYUIeRExERERElHPfzSgousJRUIi+bxwFRTc4CgoRUe7KaBSUPO+ESURERET0X8IEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpEBNwIiIiIiIdYgJORERERKRDTMCJiIiIiHSICTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIh5iAExERERHpUJYS8LCwMPj5+QnTJ06cQI8ePdC7d28cO3ZM68EREREREeU3BpqueOfOHQwbNgwlSpRA69atERgYiOnTp6NQoUIoVKgQfv31VxgYGKBdu3a5GS8RERER0Q9N4xbw9evXo3Dhwli7di0A4ODBg5DJZPDw8ICvry8aNWqEbdu25VqgRERERET5gcYJ+IMHDzBw4EBUqFABAHD+/HlUqlQJDg4OkEgkcHV1xfPnz3MtUCIiIiKi/EDjBFwqlaJAgQIAgJcvXyIsLAxNmzYVln/79g1GRkbaj5CIiIiIKB/ROAEvV64cLly4AADYu3cvJBIJWrVqBQBISEjAkSNHUL58+dyJkoiIiIgon9C4E+bIkSMxZcoUODk5ITY2FvXq1YOjoyMePnyIX375BZ8/f8Y///yTm7ESEREREf3wNE7A27Rpg23btuHkyZMoXrw4BgwYAAAwNzdH5cqVMXToUDRu3DjXAiUiIiIiyg8kMplMpsmK4eHhsLa2homJicrlMTExCAoKQr169bQaoLZJpTJ8+hSb12EQkRoWFqbQk35CwoezeR1KvmZa1AVSPRt8+ZKQ16EQEeVLNjZm0NOTqFymcQ14y5YtcebMGbXL/fz8MGrUqKxHR0RERET0H6K2BOXt27c4fPiwMC2TyeDn54fXr18rrSuTyXD27FkYGxvnSpBERERERPmF2gS8ZMmSuHDhAh4+fAgAkEgk8PPzEz2KXp6enh4mT56cO1ESEREREeUTahNwiUSCbdu24cuXL5DJZGjVqhV+++03tGzZUmldfX19WFpaqq0PJyIiIiKiNBmOgmJmZgYzMzMAwM6dO+Hg4AAbGxudBEZERERElB9pPAxh/fr1AaQ98TI6Ohqpqakq1ytZsqR2IiMiIiIiyoc0TsCjo6Mxf/58nD59Wm3yDQBPnz7VSmBERERERPmRxgn44sWLcfLkSTg7O6NKlSowMjLKzbiIiIiIiPIljRPws2fPolevXliwYEFuxkNERERElK9p/CCelJQU1KhRIzdjISIiIiLK9zROwOvVq4fr16/nZixERERERPmexiUov/32GwYPHoylS5eibdu2sLa2hp6ecv7OUVCIiIiIiNSTyGQymSYrOjo6QiqVIiUlBRKJRO163/soKFKpDJ8+xeZ1GESkhoWFKfSkn5Dw4Wxeh5KvmRZ1gVTPBl++JOR1KERE+ZKNjRn09FTnzBq3gI8cOTLDxJuIiIiIiDKncQI+YcKE3IyDiIiIiOg/QeMEPF1QUBDOnz+P8PBwDB48GAUKFMCzZ8/QrFmz3IiPiIiIiChfyVICvmDBAuzZswcymQwSiQRt27ZFTEwMJk2ahObNm2PNmjUwNjbOrViJiIiIiH54Gg9DuHPnTnh4eGDUqFHYv38/0vtuNmzYEEOGDMH58+fh5uaWa4ESEREREeUHGifg+/btQ9u2bTF58mTY2dkJ8wsVKoSZM2eic+fOOH78eK4ESURERESUX2icgIeGhuKnn35Su9zJyQnv3r3TSlBERERERPmVxgm4lZUV3r9/r3b58+fPYWFhoZWgiIiIiIjyK40TcFdXV+zZswcvXrwQ5qWPC37hwgV4enqiRYsW2o+QiIiIiCgf0fhJmDExMRgwYADevHmDChUq4MmTJ6hbty7i4uIQGBgIW1tb7N+/H9bW1rkdc47wSZhE3zc+CVM3+CRMIqLcldGTMDVuAS9UqBD279+PkSNHIikpCcbGxrh//z4SEhIwdOhQeHl5fffJNxERERFRXtO4Bfzbt2/5YoxvtoATfd/YAq4bbAEnIspdWmkBb9SoEWbOnInLly9DKpVqLTgiIiIiov8SjZ+E6erqCn9/f3h7e8PGxgbt27dHx44d4ejomJvxERERERHlKxqXoABAcnIyLl68CB8fH5w7dw4JCQmws7ND586d0aFDB5QtWzY3Y9UKlqAQfd9YgqIbLEEhIspdGZWgZCkBl/ft2zecO3cOp06dwsWLF5GQkIBq1arh4MGDOQo2tzEBJ/q+MQHXDSbgRES5K6MEXOMSFEXGxsaoWbMmIiMj8enTJ9y8eVM0RjgRERERESnLcgL+/v17nDp1CqdOncL9+/ehp6eHBg0a4O+//4arq2uW9iWVSuHp6Yk9e/YgLCwMNjY2aNmyJSZMmAAzMzMAQEBAAFatWoUXL17AxsYGAwcOxLBhw7IaNhERERHRd0HjBHz79u1C0i2TyVCtWjXMmDEDHTp0QJEiRbJ1cHd3d6xevRrDhw9Hw4YNERwcjLVr1+LFixfYunUr7ty5gzFjxqBdu3aYNGkSbt++jaVLl0Imk2H48OHZOiYRERERUV7SuAa8cuXKKF26NDp27IhOnTqhTJkyOTqwTCZDgwYN0KFDB/zxxx/CfB8fH0yePBlHjhzBkiVLEB8fj/379wvLly1bhv379+Py5cswMjLK8nFZA070fWMNuG6wBpyIKHdpZRzw/fv3w9fXFxMmTMhx8g0AcXFx6Ny5Mzp27CiaX65cOQDA8+fPcevWLbRu3Vq0vE2bNoiJicGdO3dyHAMRERERka5pXIKSPt53UFAQzp8/j/DwcAwePBgFChTAs2fP0KxZsywd2MzMDLNnz1aaf+bMGQBA1apVkZycrDS0YenSpQEAwcHB+Omnn7J0TCIiIiKivJalTpgLFizAnj17IJPJIJFI0LZtW8TExGDSpElo3rw51qxZk6PH1d+/fx9btmxBq1at8PXrVwAQOmOmK1iwIAAgNjZ7ZSQSSdotbiL6PhkY6EOalNdR/DcYGOjzfEhElEskqqtPAGShBGXnzp3w8PDAqFGjsH//fqSXjjds2BBDhgzB+fPn4ebmlu0gb9++jREjRqBUqVJYuHChsH+Jmuj19DQOnYiIiIjou6FxC/i+ffvQtm1bTJ48GZ8/fxbmFypUCDNnzkRUVBSOHz+O8ePHZzkIHx8fzJw5E2XKlIG7uzusrKwQGRkJQLmlO33a3Nw8y8cBAJkM7HRE9B2zsDDVvGWAciQlJZXnQyKiXGJjY6a2FVzj37nQ0NAMa66dnJzw7t27LAe3bds2TJkyBbVq1YKHhweKFi0KALC3t4e+vj5CQkJE66dP/wiPvSciIiIiUqRxAm5lZYX379+rXf78+XNYWFhk6eAHDhzA4sWL0a5dO7i7u4tatY2NjeHk5AQ/Pz/Ij5To6+sLc3NzVK9ePUvHIiIiIiL6HmhcguLq6oo9e/agY8eOsLGxAfD/9dkXLlyAp6cnunXrpvGBP336hEWLFsHW1hYDBgzAkydPRMvt7e3xyy+/YOjQoZg8eTK6deuGu3fvYuvWrZg6dSpMTdlxiIiIiIh+PBo/iCcmJgYDBgzAmzdvUKFCBTx58gR169ZFXFwcAgMDYWtri/3798Pa2lqjAx85cgQzZsxQu3zp0qXo0qULTp8+jbVr1yI4OBjFihXDgAEDcvQoej6Ih+j7xgfx6AYfxENElLsyehCPxgk4ACQkJMDd3R1+fn4IDQ1FamoqbG1t4eLigtGjR2e5BCUvMAEn+r4xAdcNJuBERLlLawl4fsAEnOj7xgRcN5iAExHlLq08ip6IiIiIiHKOCTgRERERkQ4xASciIiIi0iEm4EREREREOsQEnIiIiIhIhzR+EE94eHiGyyUSCYyMjGBpaQl9ff0cB0ZERERElB9pnIC7uLgIT77MiL6+PqpUqYLJkyejUaNGOQqOiIiIiCi/0TgB//PPP7FixQokJyejc+fOKFeuHIyNjfH69WscP34csbGx6N+/PxITE3Hu3DmMGjUK27dvh5OTU27GT0RERET0Q9E4AX/27BkKFCgAT09PFC1aVLRszJgx6NWrF6RSKebMmYNp06ZhwIAB+Oeff/Dvv/9qPWgiIiIioh+Vxp0wjx8/jv79+ysl3wBgYWGBPn364MiRIwAAU1NTdOnSBY8ePdJaoERERERE+YHGCXhqaiqkUqna5cnJyUhMTBSmjY2NM1yfiIiIiOi/SOME3MnJCTt27EBwcLDSsrdv32LXrl2oU6eOMM/f3x/lypXTTpRERERERPmExjXgv/76K/r164dOnTqhadOmKF26NIyMjPD69WtcvHgRBgYG+PXXXwEAHTp0wKtXr7Bs2bJcC5yIiIiI6EekcQJetmxZHD58GOvWrYO/vz/Onj0LAChQoABatmyJSZMmwc7ODlFRUbC2tsaQIUPQsWPHXAuciIiIiOhHJJHJZLLsbBgdHY2UlBTY2NhoND7490IqleHTp9i8DoOI1LCwMIWe9BMSPpzN61DyNdOiLpDq2eDLl4S8DoWIKF+ysTGDnp7qHFnjFnBFlpaW2d2UiIiIiOg/S+MEPCkpCWvXrsWxY8fw6dMnpKamKq0jkUjw5MkTrQZIRERERJSfaJyAL126FLt374aDgwOcnJxgZGSUm3EREREREeVLGifgJ0+eROvWrbF27drcjIeIiIiIKF/TeBzwuLg4ODs752YsRERERET5nsYJePXq1floeSIiIiKiHNI4AZ8xYwZOnToFDw8PREVF5WZMRERERET5lsbjgLdr1w5RUVGIiYlRv7MfYBQUjgNO9H3jOOC6wXHAiYhyl1bGAa9Zs+YP9cAdIiIiIqLvkcYJ+OLFi3MzDiIiIiKi/wSNa8CJiIiIiCjn1LaAV6lSBUuXLkWnTp0AAJUrV860BOVHqAEnIiIiIspLahPwrl27wt7eXjTNGnAiIiIiopzReBSU/IKjoBB93zgKim5wFBQiotyV0SgoGteA3717N8Plb9++xahRo7IWGRERERHRf4zGCfjw4cNx48YNpfmpqanYsmULOnbsiICAAK0GR0RERESU32icgDs4OGDUqFG4dOmSMO/u3bvo2rUrVq5cidKlS8PDwyNXgiQiIiIiyi80rgGPj4/HuHHjcPv2bfz555+4c+cODh48iIIFC2LixIkYMGAA9PS+/1ENWQNO9H1jDbhusAaciCh3ZVQDnqVOmMnJyZg6dSr8/PwgkUjQuXNn/Prrr7CxsdFasLmNCTjR940JuG4wASciyl1a6YQJAIaGhlizZg169+4NiUSCunXr/lDJNxERERFRXlPbAt6yZcsMN3z79i309PRQokSJ/9+ZRIIzZ85oN0ItYws40feNLeC6wRZwIqLclVELuNoH8ZQsWTLDnWa2nIiIiIiIlKlNwHft2qXLOIiIiIiI/hO0OmxJVFSUNndHRERERJTvqG0BV+XIkSPw8/NDfHw8pFKpMD81NRVxcXF48eIFHj16pPUgiYiIiIjyC40TcDc3N6xcuRKGhoYwMzPD58+fUbx4cURHRyMhIQEmJiYYNGhQbsZKRERERPTD07gE5dChQ6hcuTKuXLkCT09PyGQy7Ny5E7du3cLcuXPx7ds31KxZMzdjJSIiIiL64WmcgL99+xZdunSBmZkZ7OzsYGFhgVu3bkFfXx/9+/dH+/btsWPHjtyMlYiIiIjoh6dxAm5gYICCBQsK06VLl0ZQUJAw3aBBA7x+/VqrwRERERER5TcaJ+AODg64e/euMF22bFlRh8uYmBgkJSVpNzoiIiIionxG4wS8e/fuOHToEKZNm4b4+Hi4uLjg1q1bWL9+PXx8fLB9+3ZUrlw5N2MlIiIiIvrhaTwKSr9+/fD+/Xt4eHjAwMAArVu3RocOHbB+/XoAgJmZGaZNm5ZrgRIRERER5QcSmUwmy8oGKSkpMDD4/7z91q1biI6ORu3atWFjY6P1ALVNKpXh06fYvA6DiNSwsDCFnvQTEj6czetQ8jXToi6Q6tngy5eEvA6FiChfsrExg56eROUyjVvAZ82ahb59+yoNNejk5AQAuHbtGmbOnAk3N7cchEpERD+yggWNYWCg1YcskwopKVLExX3L6zCIKJs0TsAPHz6Mxo0bqx3r+/r167h+/brWAiMioh+PgYEe9A2kSEr5nNeh5FtGBlbIQhcuIvoOqU3AQ0ND0bFjR9HIJtOnT8f06dPV7qxGjRrajY6IiH44SSmfEf7ZP6/DyLdKWrWEPr7/kk8iUk9tAm5nZ4e5c+fi1q1bkMlkOHLkCOrWrQs7OzuldfX09GBtbY1+/frlarBERERERD+6DEtQevTogR49egAAQkJCMG7cODRs2FAngRERERER5UcaF5F9+fIFz549y81YiIiIiIjyPY0T8JCQEJiamuZmLERERERE+Z7GCXiTJk1w6tQpxMZyDG0iIiIiouzSeBjCypUrY8eOHXBxcYGjoyNsbGygpyfO3yUSCf766y+tB0lERERElF9onIBv3LhR+H9AQIDKdZiAExERERFlTOMEPDAwMDfjwNOnT9GzZ0/4+/ujePHiwnxXV1eEhIQorX/16lVYW1vnakxERERERNqmcQIuTyqVIioqCoUKFYKRkVGOg3j16hVGjx6NlJQU0fy4uDiEhoZi6tSpqF+/vmhZoUKFcnxcIiIiIiJdy1IC/ubNGyxfvhwBAQFITEzEv//+CwBYuXIlZsyYAScnpywdPCUlBZ6enlixYgUMDQ2VlgcFBUEmk6Fly5ZwcHDI0r6JiIiIiL5HGo+C8vr1a/Tq1Qs3btyAs7OzMF9fXx+vXr3CsGHDcO/evSwd/Pbt21i+fDmGDRuGadOmKS1/+vQpjI2NUaZMmSztl4iIiIjoe6VxC/jKlSthYmKCw4cPQyKRwM/PDwBQv359+Pj4oF+/fli/fj3c3d01PriDgwPOnDkDGxsbHDp0SGl5UFAQLC0tMWXKFFy+fBmpqalo3rw5fvvtNxQpUkTj48iTSAALC45nTvS9MjDQhzQpr6P4bzAw0Nf6+dDAQB+pKZmvRzmTG387ItIuiUT9Mo1bwK9du4Z+/frBxsYGEoU9FitWDP3798ejR4+yFFjhwoVhY2OjdnlgYCAiIyNRoUIFbNq0CbNmzcLNmzcxePBgJCYmZulYRERERETfA41bwJOSkjLs+GhoaIhv375pJah0s2fPhkwmQ82aNQEATk5OcHBwQP/+/XH06FH07t07y/uUyYAvXxK0GicRaY+FhanmLQOUIykpqVo/H7JVVjdy429HRNplY2OmthVc49+5ypUr4+zZsyqXpaSk4OjRo6hUqVK2AlTH0dFRSL7T1a1bF+bm5rk+LCIRERERUW7QOAEfPXo0rly5gmnTpuHatWsAgLdv38Lf3x+DBw/GkydPMHToUK0FFh8fDy8vL6VEWyaTITk5GVZWVlo7FhERERGRrmhcgtKiRQssWrQIf/31F06cOAEAmDNnDmQyGYyNjTFjxgy0adNGa4EZGxtjyZIlqF+/PtavXy/M9/f3R2JiotK44EREREREP4IsjQPevXt3tG7dGpcvX0ZoaCikUilsbW3RqFEjrbdI6+vr45dffsHixYuxcOFCuLi44NmzZ1i3bh1atmyJBg0aaPV4RERERES6oHEC/s8//6BTp06ws7PTakt3RoYOHQozMzPs3LkTBw4cgIWFBfr27YsJEybo5PhERERERNomkclkMk1WrFy5MiQSCWrWrIlOnTqhXbt2sLa2zu34tE4qleHTp9i8DoOI1LCwMIWe9BMSPqju9E3aYVrUBVI9m1wZBSUVnxD+2V+r+6X/V9KqJfSh/b8dEWmXjY0Z9PRUD4OicSdMf39/TJ48GUlJSViwYAGaNm2KkSNH4tixY0hI4EmAiIiIiEgTGreAy3v9+jVOnDiBU6dO4fnz5zA1NUXLli3RqVMnNGvWLDfi1Bq2gBN939gCrhtsAf9xsQWc6MeQUQt4thJwec+fP8eKFStw/vx5SCQSPH36NCe7y3VMwIm+b0zAdYMJ+I+LCTjRjyGjBDxLo6CkS01NxdWrV3Hy5EmcO3cOUVFRsLW1RceOHXMUKBERERFRfqdxAi6VSnHlyhWcOnUKZ86cwZcvX2BpaYm2bduiU6dOqFOnTm7GSURERESUL2icgDds2BAxMTEwMTGBi4sLOnXqhCZNmsDAIFuN6ERERERE/0kaZ8+Ojo7o1KkTWrVqhQIFCuRmTERERERE+ZbGCbibm5vw/8jISISHh8PQ0BDFihX7IccDJyIiIiLKC1mqH3n06BEWLFiABw8eiObXrFkTv//+O2rUqKHV4IiIiIiI8huNE/CgoCAMGjQIANC7d284ODhAKpXi1atXOHbsGAYPHoz9+/ejQoUKuRYsEREREdGPTuMEfPXq1ShYsCA8PT1ha2srWjZ27Fj07NkT69evx5o1a7QeJBERERFRfqHxo+hv3bqF/v37KyXfAFC8eHH069cP169f12pwRERERET5jcYJeFJSEgoWLKh2uZmZGRITE7USFBERERFRfqVxAl6lShUcP34cKSkpSsuSk5Nx7NgxVKxYUavBERERERHlNxon4CNGjMDDhw8xcOBA+Pr6IigoCEFBQTh58iQGDhyIx48fY9iwYbkZKxERERHRD0/jTpitWrXCnDlzsHz5cvzvf/8T5stkMhgbG2PGjBlo27ZtbsRIRERERJRvZGkc8AEDBqBDhw64evUqwsLCIJPJUKpUKTRq1AiWlpa5FCIRERERUf6RpQQcACwtLdGuXbvciIWIiIiIKN/TuAaciIiIiIhyjgk4EREREZEOMQEnIiIiItIhtQn4+fPnERkZqctYiIiIiIjyPbUJ+LRp03D+/HlhevDgwbh69aouYiIiIiIiyrfUJuAymQy3b99GQkICAODGjRv49OmTzgIjIiIiIsqPJDKZTKZqwaxZs3D48GFIJBIAaQl5+v/V7kwiwZMnT7QfpRZJpTJ8+hSb12EQkRoWFqbQk35CwoezeR1KvmZa1AVSPRt8+ZKg1f1aWJgiFZ8Q/tlfq/ul/1fSqiX0of2/HRFpl42NGfT0VOfOascBnz9/PqpVq4Znz54hKSkJ3t7eqFu3Luzs7HItUCIiIiKi/E5tAm5kZISBAwcK00eOHEGfPn3QqVMnnQRGRERERJQfafwkzMDAQOH/kZGRCA8Ph6GhIYoVKwZra+tcCY6IiIiIKL/J0qPoHz16hAULFuDBgwei+TVr1sTvv/+OGjVqaDU4IiIiIqL8RuMEPCgoCIMGDQIA9O7dGw4ODpBKpXj16hWOHTuGwYMHY//+/ahQoUKuBUtERERE9KPTOAFfvXo1ChYsCE9PT9ja2oqWjR07Fj179sT69euxZs0arQdJRERERJRfaPwo+lu3bqF///5KyTcAFC9eHP369cP169e1GhwRERERUX6jcQKelJSEggULql1uZmaGxMRErQRFRERERJRfaZyAV6lSBcePH0dKSorSsuTkZBw7dgwVK1bUanBERERERPmNxgn4iBEj8PDhQwwcOBC+vr4ICgpCUFAQTp48iYEDB+Lx48cYNmxYbsZKRERERPTD07gTZqtWrTBnzhwsX74c//vf/4T5MpkMxsbGmDFjBtq2bZsbMRIRERER5RtZGgd8wIAB6NChA65evYqwsDDIZDKUKlUKjRo1gqWlZS6FSERERESUf2QpAQcAS0tLtGvXLjdiISIiIiLK9zSuASciIiIiopxjAk5EREREpENMwImIiIiIdEjjBFwqleZmHERERERE/wkaJ+CdO3fGjh07cjMWIiIiIqJ8T+ME/M2bNzA1Nc3NWIiIiIiI8j2NE/AmTZrg1KlTiI2Nzc14iIiIiIjyNY3HAa9cuTJ27NgBFxcXODo6wsbGBnp64vxdIpHgr7/+0nqQRERERET5hcYJ+MaNG4X/BwQEqFyHCTgRERERUcY0TsADAwNzMw4iIiIiov+EbI0DLpVKERkZiaSkJG3HQ0RERESUr2UpAX/z5g0mTJiAunXrwtnZGbdv38bVq1fRq1cv3Lp1K7diJCIiIiLKNzROwF+/fo1evXrhxo0bcHZ2Fubr6+vj1atXGDZsGO7du5cbMRIRERER5RsaJ+ArV66EiYkJfHx8MG/ePMhkMgBA/fr14ePjg8KFC2P9+vW5FigRERERUX6gcQJ+7do19OvXDzY2NpBIJKJlxYoVQ//+/fHo0SOtB0hERERElJ9onIAnJSWhUKFCapcbGhri27dvWgmKiIiIiCi/0jgBr1y5Ms6ePatyWUpKCo4ePYpKlSppLTAiIiIiovxI4wR89OjRuHLlCqZNm4Zr164BAN6+fQt/f38MHjwYT548wdChQ3MtUCIiIiKi/EAiS+9NqYFDhw7hr7/+QlxcHGQyGSQSCWQyGYyNjTF58mQMGTIkF0PVDqlUhk+fYvM6DCJSw8LCFHrST0j4oPqOG2mHaVEXSPVs8OVLglb3a2FhilR8Qvhnf63ul/5fSauW0If2/3ZEpF02NmbQ05OoXKbxkzABoHv37mjdujUuX76M0NBQSKVS2NraolGjRrCystJKsERERERE+VmWEnAAMDMzQ+vWrREVFQU9PT2tJd5Pnz5Fz5494e/vj+LFiwvzAwICsGrVKrx48QI2NjYYOHAghg0bppVjEhERERHpWpYS8JcvX2LNmjUICAhAQkLarS9zc3O0bNkSkyZNEiXOWfHq1SuMHj0aKSkpovl37tzBmDFj0K5dO0yaNAm3b9/G0qVLIZPJMHz48Gwdi4iIiIgoL2mcgD98+BCDBw9GcnIymjZtCnt7e0ilUrx+/RpHjx7FxYsXsXfvXtjb22t88JSUFHh6emLFihUwNDRUWr527VpUrVoVy5YtAwA0bdoUKSkp2LRpEwYNGgQjIyONj0VERERE9D3QOAFfvnw5zMzM4OHhoZRkP3v2DIMHD8aSJUuwYcMGjQ9++/ZtLF++HMOHD0exYsUwe/ZsYdm3b99w69Yt/O9//xNt06ZNG7i7u+POnTv46aefND4WEREREdH3QOME/P79+xg3bpzKFu6KFSvi559/hpubW5YO7uDggDNnzsDGxgaHDh0SLQsNDUVycjLKli0rml+6dGkAQHBwcLYScIkkrZc+EX2fDAz0IU3K6yj+GwwM9LV+PjQw0EdqSubrUc7kxt+OiLRLonoAFABZSMALFSqE1NRUtcsLFCgAExOTLAVWuHBhtcu+fv0KIK3Tp7yCBQsCAGJjOZQgEREREf14NE7ABwwYgG3btqFVq1YoX768aFlERAR27dqF3r17ay2w9OHJJWouH/T0NH6GkMJ+wbFTib5jFhammj8hjHIkJSU1V8YBp9yXG387ItIuGxszta3gahPwWbNmKc379u0bunbtCmdnZ5QtWxYSiQRv377FxYsXYWxsrLWAgbTRVQDllu706fTlREREREQ/ErUJ+OHDh9VudO7cOZw7d040Lz4+Hps3b1bqNJld9vb20NfXR0hIiGh++rRibTgRERER0Y9AbQIeGBioyziUGBsbw8nJCX5+fvj555+FUhRfX1+Ym5ujevXqeRofEREREVF2fNellr/88gvu3LmDyZMn48KFC1i9ejW2bt2K0aNHw9SUdYZERERE9OPJ0pMwjxw5gsuXL+Pjx4+QSqVKyyUSCXbs2KG14Bo2bIh169Zh7dq1GDduHIoVK4Zff/2Vj6InIiIioh+Wxgn4qlWrsHnzZhgaGsLGxibbo5Co0717d3Tv3l1pvqurK1xdXbV6LCIiIiKivKJxAn748GE0adIE69atY/kHEREREVE2adyMHRsbizZt2jD5JiIiIiLKAY0TcGdnZ1y7di03YyEiIiIiyvc0LkGZM2cOhg4diqlTp6JVq1awsbFR+ZTKevXqaTVAIiIiIqL8ROMEPDw8HF+/fsWJEyfg4+OjtFwmk0EikeDp06daDZCIiIiIKD/ROAH/888/ERMTg+HDh6NMmTIwMMjSCIZERERERIQsJODPnz/H+PHjMXLkyNyMh4iIiIgoX9O4E2bx4sW1PvY3EREREdF/jcYZ9YgRI7Bjxw68ePEiN+MhIiIiIsrXNC5BCQwMhJ6eHjp37gw7OzsULlwY+vr6onW0/Sh6IiIiIqL8RuME/Ny5c9DT00Px4sWRnJyMd+/e5WZcRERERET5ksYJ+NmzZ3MzDiIiIiKi/wT2qiQiIiIi0iGNW8AHDx6s0Xo7d+7MdjBERERERPmdxgl4WFiY0jypVIrPnz/j27dvsLW1RYUKFbQaHBERERFRfpPjGvDU1FT4+/tj9uzZGD58uNYCIyIiIiLKj3JcA66vr4/WrVujV69eWL58uTZiIiIiIiLKt7TWCbNMmTIIDAzU1u6IiIiIiPIlrSTgSUlJOHr0KGxsbLSxOyIiIiKifCvHo6AkJSUhODgYMTExmDBhgtYCIyIiIiLKj3I0CgqQVgNerlw5dOzYEf3799daYERERERE+RGfhElEREREpEN8EiYRERERkQ6pbQFfv359tnY4fvz4bAdDRERERJTf5TgBl0gkomkm4ERERERE6qlNwP39/TPdODY2FqtWrcL58+dhYGCgdqQUIiIiIiJKozYBt7W1zXBDHx8fLF68GB8+fECdOnUwb948VKxYUesBEhERERHlJxqPgpIuNDQU8+fPx+XLl2FhYYGFCxeiZ8+euREbEREREVG+o3ECnpycjC1btsDNzQ3fvn1Dt27dMH36dFhZWeVmfERERERE+YpGCfi1a9cwf/58BAcHo0KFCvjjjz/g5OSU27EREREREeU7GSbgUVFR+Ouvv3DixAmYmJhg6tSpGDp0KAwMsly5QkREREREyCAB37t3L1atWoWvX7/CxcUFs2fPRokSJXQZGxERERFRvqM2AZ8/f77w/7Nnz2r0KHqJRIInT55oJzIiIiIionxIbQLetWtXpYfsEBERERFRzqhNwBcvXqzLOIiIiIiI/hP08joAIiIiIqL/EibgREREREQ6xASciIiIiEiHmIATEREREekQE3AiIiIi+r/27j2sprT/H/h7d6TD9BQGE3KY2RsltpTBoFLUTDINxYgGJTKIcWgcZ74ODxpEJg85RMx4ZhrHQchh8mWeGYQwZA455EwNj0qHXffvD7/W19Zph1YH79d1uS77Xvda697rs+69PvvuXmuTjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJyKCqG1AejUaDjh07Ijc3V6vcxMQEZ86cqaJWERERERG9mGqfgF+5cgW5ublYtGgRmjdvLpXr6XHwnoiIiIhqnmqfgKekpEBPTw99+vRB3bp1q7o5REREREQvpdoPI1+6dAnNmjVj8k1EREREtUK1HwG/fPkyjIyMEBgYiNOnT8PAwACenp6YOnUqzMzMKrw9hQKwsGAyT1RdGRjoozCvqlvxejAw0H/ln4cGBvoo0LzSTVIJKiN2RPRqKRSlL6v2CXhKSgoyMzPh6+uL0aNH48KFC1ixYgWuXLmC2NhYKMp6d0RERERE1Uy1T8AjIiJgYWEBlUoFAHB0dES9evUwZcoU/Pzzz+jWrVuFticE8OjRk8poKhG9AhYWdav/3LhaQqMpeOWfhxyVlUdlxI6IXq169cxKHQWv9tc5JycnKfku4uzsDODp6DgRERERUU1SrRPw9PR0xMXFIS0tTas8JycHAGBpaVkVzSIiIiIiemHVOgFXKBSYPXs2Nm/erFW+d+9e6Ovrw8HBoYpaRkRERET0Yqr1HHArKyv4+/tj06ZNMDMzQ6dOnZCUlIRVq1bB398fNjY2Vd1EIiIiIqIKqdYJOACEhYWhYcOG2Lp1K6Kjo9GwYUOMHz8eQUFBVd00IiIiIqIKq/YJuKGhIUaOHImRI0dWdVOIiIiIiF5atZ4DTkRERERU2zABJyIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhlV+6egEL0IU1NjGBjw+2Vl02gKkZWVW9XNICIiqlGYgFOtZGCgBwPkQ/PwZlU3pdYy+Ic1YGBY1c0gIiKqcZiAU62leXgTfx9eWdXNqLUsXccA/2he1c0gIiKqcfg3eiIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhkxASciIiIikhETcCIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhkxASciIiIikhETcCIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhkxASciIiIikhETcCIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhkxASciIiIikhETcCIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhkxASciIiIikhETcCIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhkxASciIiIikhETcCIiIiIiGTEBJyIiIiKSERNwIiIiIiIZMQEnIiIiIpKRQVU3oLoyNTWGgQG/n1Q2jaYQWVm5Vd0MIiICr31y4bWPmICXwsBAD3r5OXhyLbWqm1Jr1bVpCQPDOlXdDCIi+v8MDPQg9PKRkX27qptSa1mZNIaBgWFVN4OqGBPwMjy5loo/5n9e1c2otd6ZsRDGb7et6mYQEdEzMrJvY9+l6KpuRq3l0SYY9eo0q+pmUBXj35mIiIiIiGTEBJyIiIiISEZMwImIiIiIZMQEnIiIiIhIRkzAiYiIiIhkxASciIiIiEhGTMCJiIiIiGRUIxLw3bt344MPPoC9vT08PT2xY8eOqm4SEREREdELqfYJeHx8PCZPnoxu3bohKioKTk5OCAsLw759+6q6aUREREREFVbtfwlz6dKl8PT0xPTp0wEA3bt3x6NHj7B8+XJ4eHhUceuIiIiIiCqmWo+Ap6Wl4fr16+jdu7dWeZ8+fZCamoq0tLQqahkRERER0YtRCCFEVTeiNImJiQgODsbOnTvRunVrqfzixYvw8fHBmjVr0KNHjwpts8Jvt7CwYvVJd3oyfP8TjF+lUVR2/KrtR1Mtoajk7TN+laeyYwcI8LOzsiiq99gnvWIKRcn9tVpPQXn8+DEAwMzMTKvc1NQUAJCZmVnhbZZ2IEqlr1/hfVA1omD8aq7KTzKoMjF+NZkC/OwkqkzV+mtY0Wj180lzUbmeHCOoRERERESvULXOYM3NzQEUH+nOysrSWk5EREREVFNU6wS8RYsWAIDr169rlV+7dk1rORERERFRTVGtE3AbGxs0adKk2DO/Dxw4gObNm+Ott96qopYREREREb2Yan0TJgB8+umnmDZtGiwsLODs7IzDhw8jPj4eERERVd00IiIiIqIKq9aPISzy73//G+vXr8ft27fRtGlTBAcH48MPP6zqZhERERERVViNSMCJiIiIiGqLaj0HnIiIiIiotmECTkREREQkIybgREREREQyYgJORERERCQjJuBERERERDJiAl4L7Ny5EyqVqti/OXPmSHU0Gg2WLVuGnj17on379hg8eDDOnTtXha2ueTQaDezt7YsdZ7VaLdU5duwY+vfvj/bt28PV1RXr16+v8H42b94Md3f3Epdt3LgR7u7usLe3h4+PDxITE4vV2b17Nz744APY29vD09MTO3bsqHAbaptLly7B1tYWd+7c0SrXJV7nz5/H0KFDoVar8d5772Hp0qXIz8+v0P5/+ukn2NraFivX5ZzStZ21VWmxc3d3L/FzLyMjQ6rzorHLy8vDqlWr4OHhgQ4dOsDDwwMrV65EXl6eVj1d+trrGLvCwkJs2bIFffv2hVqthpubGxYsWIDMzEypTmX2PV3ix74nn/v372PmzJlwcXGBWq3GRx99hPj4eK06p06dKrE/jxo1SqueLtfAmqLa/xAPla6wsBB6enpISUmBjY0NwsPDtZbXr19f+v/8+fOxfft2TJ48GW+99RZiYmIwbNgw7Ny5E02bNpW76TXSlStXkJubi0WLFqF58+ZSuZ7e0++xp0+fxujRo+Hp6YnQ0FAkJSUhPDwcQggEBgbqtI+EhAQsXLgQjRs3LrZs7dq1WLp0KcaOHQtbW1ts3boVY8aMwebNm6WLRnx8PCZPnoyAgAB0794dBw8eRFhYGOrUqQMPD4+XPwg1UGpqKkaNGgWNRqNVrku8rl27hmHDhkGtVmPZsmX466+/EBERgczMTMyePVun/Z8+fRqTJk1CSU98Le+c0rWdtVVpscvKykJaWhomTZoEJycnrWVvvPEGgJeL3bx587Br1y6MGTMG7dq1w/nz5xEVFYU7d+5IAxu69LXXNXZr167FsmXLEBgYiC5duuDKlSuIjIzEn3/+iXXr1lV639Mlfux7L68oBylLXl4egoKC8PjxY4wfPx5vvvkm9u/fjwkTJqCgoABeXl4AgMuXL8PExAQxMTFa6xf1Z0C3a2CNIqjGSU1NFXPmzBGTJ08WQggxfPhwMWHChFLrp6WliTZt2ohvv/1WKsvNzRXOzs5i9uzZld7e2mLXrl2idevWIjs7u8Tln3zyifD19dUqCw8PF506dRK5ubllbvvhw4di3rx5QqVSCUdHR+Hm5qa1PCsrSzg4OIivvvpKKissLBR+fn4iMDBQKnNzcyt2LoSGhgoPDw+d3mNtkp+fLzZv3izUarVwcnISSqVS3L59W1quS7ymT58uevbsqRW/b775RrRp00bcuXOnzP0/efJEREVFCVtbW+Hk5CTatGlTrE5555Su7axtyotdUlKSUCqV4s8//yx1Gy8au4cPHwqVSiXWrFmjVb569WqhVCrFw4cPhRC69bXXMXaFhYXC0dFRfPnll1rle/bsEUqlUly8eLFS+56u8WPfe3lpaWmib9++Ii4uTuTk5JRYJyEhQSiVSpGcnKxVHhgYKLy9vaXXM2fOLHasn6XrNbAm4RSUGkIIgWPHjiE4OBienp746aef0L17dwBASkoKVCpVqev+8ssvKCgoQJ8+faQyIyMjODs74+jRo5Xe9tri0qVLaNasGerWrVtsWW5uLk6dOoXevXtrlffp0wf//e9/cfr06TK3HRsbiwMHDiAiIgKurq7FlicnJ+Px48da21coFHB3d8d//vMf5OXlIS0tDdevXy+xDampqUhLS6vI263xkpKSsHjxYowYMQKTJ0/WWqZrvI4fPw4XFxcYGRlJdTw8PFBQUIBjx46Vuf+9e/di48aNmDZtGoYMGVJinbLOqYq0s7YpK3bA0+NmbGysNXL5vBeNXWZmJgYNGlSsH7Zs2RIAkJaWplNfe11jl5WVBW9vb2lks0jR8fvjjz8qte/pEj+Afe9VsLS0hFKpxJdffomePXsiIiICd+/e1apjamqKgQMHol27dlrlLVu2xPXr16XXly5dKjOP0eUaWNMwAa/mnjx5gi1btuCDDz5AUFAQNBoNoqKikJCQAG9vb9y7dw/p6em4ePEiPDw8YGtriz59+mjNRUxNTYWFhQWsrKy0tm1jY4Nbt24hJydH5ndVM12+fBlGRkYIDAyEWq2Go6MjZs+ejczMTKSlpSE/Px8tWrTQWsfGxgbA0z93lsXLywsJCQnw9PQscXlqaiqA/7uIPLt9jUaDtLQ0qc6LtqG2adWqFQ4ePIixY8dCX19fa5ku8Xry5Alu375drI6VlRXMzMzKPZ6dO3fGoUOH4O/vX2qdss4pXdtZG5UVO+DpcfvHP/6Bzz77DJ06dYJarcbEiRNx//59AHip2FlbW+PLL78s1tcOHToEQ0ND2NjY6NTXXtfYmZmZYebMmXBwcNAqP3jwIACgbdu2ldr3dIkfwL73KpiammLx4sX46aefMHToUGzbtg29evXCpEmTkJycDADo0qUL5syZA4VCIa2Xn5+PxMREvPPOOwCeTmX5448/cOfOHfj4+MDOzg7Ozs5Yv369NHVPl2tgTcM54NXYgwcP8P7770Oj0eDDDz/EihUr0KpVK606KSkpAIAbN25gypQpMDY2xo4dOxAWFoaCggL0798fmZmZMDMzK7Z9U1NTAE9HLOrUqVP5b6iGS0lJQWZmJnx9fTF69GhcuHABK1aswJUrV/DZZ58BQLHjXHSMn735qCTPf8g/r2j9ou09v/2srCw8fvz4pdpQ2zx7D8TzdDlWpdUpqlfe8bS2ti63jWWdU7Gxsa9tTMuKHfD0uD148ADvvPMOhg4ditTUVERGRiIgIADbt29/6dg9LyEhAdu3b0dAQADMzc1f6vyp7bErSXJyMqKjo+Hm5iZL33ve8/ED2Pdepfr16+PTTz/FqFGjcODAAWzevBl+fn4YPHgwvvjii2L1Fy9ejKtXryIqKgrA0y8zOTk50rXU0tIShw4dQnh4ODIzMzF+/HidroE1DRPwakyhUEjfGvX09Eq82cHOzg6rVq2Co6Oj9EHx3nvvIT09HcuXL0f//v1LvPkLgFT+7DdTKl1ERAQsLCykP5M5OjqiXr16mDJlCo4fPw6g9GOpp6cHIQQKCgq0yvX19XU6/kKIEus9G8PS4llUXt7NMq+T8s79oniVVkcIIR3P528Q1DWmQNnn1M8//yz9ebysdr6OZs6cCSEE2rdvDwDo1KkTWrVqhcGDB2PXrl3o2bMngFcTuwMHDmDSpElwcHDApEmTpG2UtP1n+5ou59jrICkpCaNHj0aTJk0wb948aeRYrr5XUvwA9r3Koqenp5W3PEsIga+++gobNmxAYGAg3NzcAAANGzbEmjVr0KZNGzRo0ADA05HznJwcrFmzBiNGjNDpGljT8AyqxurVq4fExERMnToVP//8Mzw9PREUFITExETppLOysoKLi0uxb+k9e/bE3bt3kZGRATMzsxK/HRaVlTTKQMU5OTkVm6Pm7Oys9fr5UZGi1+bm5jhx4gRsbW21/p04cUKnfZubm0MIUSyORa/Nzc2lkZ3n2/BsHXqqtGP1bLyK+kVJI13Z2dkwNzfHjRs3isV0+/btOrejrHMqJSVFp3a+juzt7aXku4iDgwPMzc2RkpLyymK3YcMGhIaGomPHjli9ejWMjY0BlH7+6NIfX6fY7d27F8OHD0fjxo2xYcMGWFpaytr3SosfwL73KmVkZGDVqlXS9JOGDRsiLi4Os2bNkurk5eVh0qRJWLduHQIDAzF16lRpmZmZGXr06CEl30WcnZ2Rl5eHK1eu6HQNrGk4Al7N1alTB4MGDcLAgQNx9OhRxMbGIjg4GDY2Nhg/fjysra3x559/wtfXV2u93NxcGBgYwNzcHC1btsTDhw/x6NEjWFhYSHWuXbuGJk2aaN3kQiVLT0/H4cOH8e6772o9trFo/ny9evWgr6+vdVMJAOl1ixYt0KZNG/zwww9ay8ubevJ8vevXr6Nt27ZS+bVr12BkZIS33npLGgG4fv261oXl2rVrFdrX66BZs2blxsvU1BQNGzaUjl+R9PR0ZGZmokWLFnjzzTeLxbRJkyY6taG8c8rS0lKndr5usrOzER8fD1tbW7Ru3VoqF0IgPz8flpaWryR2//znP7Fx40Z4eXlhwYIFWp+Tz/bH0vqaLp8JtVlMTAwWLVoEJycnREVFSQmSXH2vrPix770aWVlZmDdvHnbv3o26devCz88PQ4YMQaNGjbTqZWZmYtSoUTh9+jSmT5+OTz75RGv55cuXkZSUBF9fXxgaGkrlz8ZDl2tgTcMR8BpCoVCgZ8+eWLduHfbs2YPOnTvjyJEjOHv2LGbOnCnNBQee3tCwf/9+dOzYEYaGhujatSsAYP/+/VKdvLw8JCYmSsuobAqFArNnz8bmzZu1yvfu3Qt9fX107doVnTp1woEDB7Sm/Ozfvx/m5uaws7ODmZkZ2rVrp/VP178+qNVqmJiYaMVQCIGEhAQ4OjrCyMgINjY2aNKkCfbt26e17oEDB9C8efMa+QFVWYyNjcuNFwB069YNR44c0brDfv/+/dDX14eTkxOMjIyKxdTS0lKnNpR3Tjk4OOjczteJsbExFi1ahK+//lqr/NChQ8jJyZGeC/4ysVu2bBk2btyI4cOHY/HixcUGKXTpa69z7OLi4rBw4UJ4enpi7dq1WqOTcvS98uLHvvdq/P333zhz5gymTZuGxMRETJ48uVjyXVBQgJCQECQnJ2Pp0qXFkm/gaRL9P//zP8WeyrZ37140adIE1tbWOl0DaxqOgNdAb7/9NubOnQuNRoOsrCxs2rQJY8eOxYQJE2Bqaopvv/0Wv//+O7755hsAT28G8/Hxwbx585CdnQ0bGxvExMTg0aNHCAoKquJ3UzNYWVnB398fmzZtgpmZGTp16oSkpCSsWrUK/v7+sLGxQUhICIYPH46JEyfCx8cHZ86cwbp16zBp0qRSH3Wlq7p162LEiBFYuXIl9PX10b59e2zduhW//fYbYmNjpXqffvoppk2bBgsLCzg7O+Pw4cOIj49HRETEyx6CWkeXeAUFBWHPnj0IDg7GJ598gqtXr2Lp0qXw8/N76S80upxTurbzdaKvr4+QkBAsXLgQ8+bNg6urK37//XesWLECvXr1QufOnQG8eOwuX76M1atXw87ODh4eHtLTHIq8/fbbMDMz06mvvY6xS09Px/z582FtbQ1/f39cvHhRa3mzZs0qte/pEj/2vVejcePGiI+PL3P+9b///W+cOHECAwcOROPGjXH27FlpmUKhQPv27eHs7Aw7OzvMmjULGRkZaNSoEX788UccPnwYK1asgEKh0PkaWKNU9oPGqfLduHFDTJw4UXTt2lXY29uLwYMHi5MnT2rVyc3NFfPnzxddunQR7du3F4MHDxZnz56tohbXTHl5eSI6Olr06dNH2NnZiV69eonVq1eLgoICqc6BAweEl5eXsLW1Fa6urmLdunUV3k9YWFixH+IR4umPDkRFRYmePXuKdu3aCR8fH/HTTz8Vq7dlyxbh7u4u7OzshKenp9i+fXuF21DbbN26tdiPuQihW7xOnjwpfH19hZ2dnejevbtYsmSJyMvLq9D+IyMjS/whHl3OKV3bWVuVFrvvv/9eeHl5CXt7e9G9e3cRHh4unjx5olXnRWK3YsUKoVQqS/337GerLn3tdYvd9u3byzx+O3bsEEJUXt/TNX7se/IYOnRoqbF49jMxPT1dzJo1S/To0UPY2dkJHx8fkZCQoLUtXa+BNYVCiFIekUFERERERK8c54ATEREREcmICTgRERERkYyYgBMRERERyYgJOBERERGRjJiAExERERHJiAk4EREREZGMmIATUbWXl5eHmJgYDBgwAB07doSDgwN8fHywdu1aPH78uMralZ6ejuzs7Aqv9/nnn2v9hHlJVqxYAZVKhRs3brxo816Zbdu2QaVS4ddffwUA/Prrr1CpVNi2bVuFt5WWlvaqmycrV1dXqFQqqFQqTJw4sdL35+fnJ+1v6NChlb4/IpIHfwmTiKq1u3fvIigoCH/88Qfc3Nzg4+MDIQTOnDmDiIgIfPfdd1i9ejVatmwpa7uKfnp5+/btMDExeeXbd3d3R7NmzWBlZfXKt/2yWrVqhfDwcHTs2LFC661cuRLbt29HQkJCJbVMHi1btsTo0aNhbW1d6fsaN24cMjIysGDBgkrfFxHJhwk4EVVbeXl5CAkJwY0bNxATE4MuXbpIy4YMGYKAgAAEBwdj5MiR2L17t6w/D33u3Dn897//rbTtt27dGq1bt6607b+M+vXro1+/fhVe7z//+Q8KCgoqoUXyetH3/yK6d+8OAFi+fLks+yMieXAKChFVWzt27MBvv/2GsLAwreS7SPv27TF9+nTcuHED69atq4IWEhERVRwTcCKqtnbs2AETExP4+PiUWsfb2xsNGjTAjz/+CAD44osv0LZtW2RkZGjVe/LkCTp06IBp06ZJZWfOnMHw4cOhVquhVqsxYsQInDt3Tms9V1dXzJw5E9OnT0e7du3Qo0cPBAcH4+uvvwYA9OrVS2tu7r59+zBkyBA4ODjAzs4Orq6uCA8PR15eXqnvQaPRYPTo0Wjbti327dsHoPgc8BUrVqBdu3a4evUqRo0aBbVaDUdHR4SFheHvv//W2t7du3cxZcoUvPvuu3BwcMCUKVNw8OBBrXncpUlPT8e0adOkdWfPnl2s7SXNAT9x4gT8/f3RqVMnqNVqDBo0CIcPH9Y6jidOnMDNmzehUqmwYsUKAEB+fj5Wr14Nb29vdOjQAfb29vD29sYPP/ygtU+VSoXo6GjExMTAzc0NdnZ26Nu3L+Lj44u9h8TERAwZMgRqtRrdunXDxIkTi82lP3LkCAYNGoT27dvD0dER48aNw5UrV8o8NmVJTk7GyJEj4ejoiM6dOyM4OBiXL1/Wev9z5sxBXFwc+vTpA3t7e/Tv3x/nzp3D/fv3ERoaCrVaje7duyMiIgKFhYUv3BYiqv6YgBNRtVRQUIDz58+jbdu2MDY2LrWeQqFA586dcfXqVdy/fx99+/ZFQUEB9u/fr1XvyJEjePLkCby9vQEAx48fx9ChQ/H48WOEhoYiJCQEt27dgr+/P06dOqW17p49e5CSkoIZM2bAz88PISEhcHd3BwBMmzYNo0ePBgDExcUhNDQU5ubmmDx5MqZOnQpra2usW7cO0dHRJbZfCIEZM2YgMTERCxYsgIeHR6nvtbCwEAEBATA1NUVYWBh69+6NHTt24Msvv5TqZGZmYsiQIUhISMDAgQMxbtw4XLx4ETNmzCj9YP9/ubm5GDJkCHbv3o3+/ftj3LhxSE5OxuLFi8tcLzU1FaNGjYIQAhMnTsTkyZPx5MkTjBkzRjqW06dPR8uWLWFpaYnw8HCt4xcZGQknJyfMmDEDY8eORXZ2NmbMmIETJ05o7WfLli3YsGED/Pz8MHXqVGRnZ2PixIn4/fffpTp79uzBqFGj8OjRI4wbNw4BAQH4+eefMWzYMGnK0LZt2xASEoK6detiypQpGDZsGM6cOQM/P78XSsJPnToFf39//PXXXwgMDERISAj+/PNPBAQEaCX+hw4dwvLlyzFgwACMHTsWqampGDduHIYPHw49PT18/vnnUCqVWLVqFXbu3FnhdhBRDSKIiKqh9PR0oVQqRWhoaLl1Fy5cKJRKpbhw4YIoLCwULi4uIiAgQKvOp59+Krp16yYKCgpEQUGB6NWrlxg0aJDQaDRSnaysLOHu7i769esnlbm4uIjWrVuLa9euaW0vMjJSKJVKkZaWJpV5eHiIgQMHisLCQqksPz9f9OjRQ3h5eUllYWFhQqlUCiGE+Oc//ylUKpX47rvvytx+0esFCxZo1QsMDBRt27YV2dnZQgghvv76a6FUKsXx48elOo8fPxbOzs5CqVSKX375pdTjuGnTJqFUKkVCQoLWMXn//fe11v3ll1+EUqkUW7duFUIIER0dLZRKpUhPT5fWy8jIEL179xaxsbFS2ZAhQ4SLi4v0+t69e0KlUonFixdrteOvv/4SSqVSzJ07VypTKpWiQ4cO4t69e1LZ2bNnhVKpFEuXLhVCCFFQUCC6desm+vbtK548eSLVO378uFAqlWLz5s3i8ePHomPHjmLixIla+7x3755wdHQUY8aMKfX4CPH0fBgyZIhW2YABA0S3bt1ERkaGVJaamipat24tFi1aJK2nUqlESkqKVGfRokVCqVSKCRMmSGVZWVnC1tZWfPbZZ+Xul4hqLo6AE1G1JIQAAOjr65db18DAQFpHoVDAy8sLJ0+eRHp6OoCno8JHjx6Fl5cX9PT0cPHiRaSlpcHNzQ2PHj1CRkYGMjIykJOTAxcXF1y6dAl37tyRtt+sWTM0a9as3Hbs2rUL0dHRUCgUUll6ejreeOONEh9X+K9//QsbNmzA2LFj4efnV+72AcDT01PrdZs2baDRaPDw4UMAwMGDB6FUKtG1a1epjpmZGT7++ONyt3306FHUr18fbm5uUpmJiQl8fX3LXK9Ro0YAgLlz5+LChQsAAEtLS+zfv7/MR+c1aNAASUlJGDNmjFQmhIBGowEAZGVladV3cHBAgwYNpNdt2rQBANy/fx8AcOHCBdy/fx9+fn6oU6eOVK9r166Ii4tDv379cPz4cWRmZsLNzU2Ke0ZGBvT19fHuu+/i2LFj0v51kZ6ejvPnz6Nv376wtLSUylu0aIGtW7di5MiRUlmzZs20Hj/ZokULAJD+GgA8Pd716tWT3hMR1U58CgoRVUtWVlYwNDSUkuiy3Lt3DwDw5ptvAgD69u2L1atX48CBA/j4449x8OBB5Obmom/fvgCA69evAwDCw8MRHh5e4jZv374tJZb16tXTqc2GhoY4efIkdu/ejdTUVFy/fl1qf0mPrFu2bBn09PRw+vRpnbYPoNhjCY2MjABAerrI1atX8d577xVbT5fHNN68eRNNmzYtVl6UKJbGw8MDCQkJ2Lt3L/bu3YsGDRqgZ8+e8PHxQadOncpc18jICLt27cKxY8dw9epVXLt2TUq8i76EFSntvRfNl7558yYAwMbGpth+7O3tAfxf7Mt6hndGRoZ0LpXn5s2bEEKUuM+2bdtqvX7+PCr6cvn8+9LX1y/23omodmECTkTVkkKhgFqtxvnz55Gbm1vqPHAhBJKSktC0aVMpaXrnnXegUqkQHx+Pjz/+GPHx8WjRogVsbW0B/F/CFhoaig4dOpS43WcTVl1G4QFgyZIliI6ORtu2bdGhQwf069cParUac+fOxe3bt4vVHz16NPT09LBy5Ur8+OOP0heEsjw7ul4SjUYjJabPKmse/bPbzs3NLVZeXjJoaGiIyMhIXL58GQkJCTh69Ci2bduGH374AZMmTUJwcHCJ6+Xl5SEwMBBJSUno3LkzunTpgmHDhsHJyQnOzs7F6uvplf1H26K4llWvqM7cuXPRpEmTEutYWFiUuZ+K7rNI0V9qnldeTImo9mECTkTVVr9+/XDixAl89913CAgIKLHOoUOHkJaWpjWNAXg6Ch4REYG0tDQcP34cISEh0rKi0WgTExOtqRrA0+d7P3r0SGsKgy5u3ryJ6Oho9OvXr9io+oMHD0pcZ+LEicjJycGuXbuwcOFC9OzZE2+88UaF9vu8pk2blngj4bVr18pdt0mTJjh16hQ0Go1Wsljer1feunULt27dQqdOnaBSqTB27FjcuXMHn3zyCdatW1dqAr53716cOHEC8+fPx4ABA6Tyu3fvltvWkjRu3BjA0/farVs3rWXTpk1Dx44dpdhbWVkVi/2vv/6KwsLCEr/A6LLP53311VewsLAo9f0T0euLc8CJqNr66KOPoFarsWTJEhw7dqzY8kuXLmHWrFlo0qQJgoKCtJZ5eXmhsLAQ8+fPR35+vtbosp2dHRo0aIBNmzZpzTPOzMzEhAkTMG3atHJHvYtGPItGhx89egQAePvtt7XqJSYm4urVq6XOK65Tpw6mT5+OBw8elPu0EV24u7vj4sWLOHv2rFSWl5dX7LF+JenduzceP36MuLg4qSw/Px/ff/99meutWrUKw4YN00qcGzVqhIYNG2qNDOvp6Wk9Xq9o3vrzxyw2NhYAKjQXG3gaVysrK2zbtk3r0YmnT5/Gtm3bkJ2dja5du8LY2Bhr165Ffn6+VOfu3bsYM2YMFi9eXKER6YYNG6J169bYs2cPMjMzpfK0tDTExsaW+uWLiF5vHAEnompLT08PX3/9NUJCQhAUFITevXujc+fO0NfXR3JyMn788Uc0btwYK1euhKmpqda6jRs3hqOjI44cOYIOHTpo3URpaGiIWbNmYcKECfjoo48wYMAAGBsbIy4uDrdu3cLixYtLnS5QpGje7tq1a9GjRw90794db731FlatWoXc3Fw0atQI586dw/bt22FsbFzshsJn9erVCy4uLvj+++/x4YcfVvgn3p81YsQI7Ny5E8OHD0dAQACsrKywc+dOaVS8rOSyX79++P777zF37lz89ddfaN68OXbt2lXuDYH+/v7YuXMn/P39MXDgQFhYWOCXX37Br7/+ivHjx0v1rKyscPLkScTExKBjx47o2rUrDAwMMHXqVPj7+8PAwABHjhzBsWPHYGhoWOYxK4mRkRE+//xzhIWF4eOPP4a3tzeysrIQGxuLVq1awdfXFyYmJvjss8+wYMECDBw4EN7e3tBoNPj222+Rm5uLsLCwCu0TeDq6HhQUhP79+8PX1xd6enrYvHkz3njjDa2bMImIinAEnIiqtfr16+Obb77BnDlzcO/ePURGRuKrr75CSkoKQkNDsW3bNrzzzjslrls06u3l5VVsWZ8+fbB+/Xo0bNgQK1euxPLly2Fqaop//etfJdZ/3gcffICuXbti27ZtWLx4MYyMjBAdHQ21Wo3Y2FgsWrQIv/32G6ZPn47JkycjMzNTekJISWbMmAEjIyN88cUXWiOzFWVhYYHNmzejW7du2LRpEyIjI6FSqRAaGgoAZU6v0NfXx9q1a6V580uWLEHjxo0xe/bsMvepUqkQExMDGxsbrF+/HnPnzsUff/yBWbNmaU0NCgoKQvPmzbFkyRJs3boVSqUSkZGRMDU1xdKlSxEVFYX8/HzExMTAxcUFp0+frvCx6NevH6KioqCvr48lS5bg22+/hYuLC2JjY2FiYgIAGDZsGJYtWwYDAwNERERgzZo1aN68OTZu3AgnJ6cK7Q8A3n33XWzcuBGNGjVCVFQUoqOjYWtriy1btmg9tYWIqIhC8FZrIqJaIyMjAxYWFsWm0Kxfvx6LFi3CwYMHS3zSCenG1dUV1tbW2LRp02uxXyKqHBwBJyKqRRYtWoQuXbogJydHKisoKMC+fftgZWVV4uMQiYhIXpwDTkRUi3h7e2Pnzp0ICAiAt7c3FAoF9u/fj+TkZMybN0+nx+VR2R48eICdO3fC2tq63Oecv6z//d//RUZGRok/5ERENRenoBAR1TJHjx7FmjVrcPnyZeTn50OlUmHEiBHo3bt3VTetxnN1dZV+8Of9999HREREpe7Pz88PycnJAAAnJydOQSGqJZiAExERERHJiH+LJCIiIiKSERNwIiIiIiIZMQEnIiIiIpIRE3AiIiIiIhkxASciIiIikhETcCIiIiIiGf0/9nMwM+LB24sAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#sns.set(rc={'figure.figsize':(10,6)})\n", "#gdf_OSMmerged.groupby('maxspeed')['distance_overtaker'].count().plot(kind='bar')\n", "\n", "x_ax='distance_overtaker_binned'\n", "\n", "fig, ax =plt.subplots(\n", " figsize=(12,8),\n", " )\n", "\n", "### add boxplot left\n", "ax1= sns.barplot(\n", " data=histo, x=x_ax, y='counts',\n", " #color='blue',\n", " hue=x_ax,\n", " palette='RdYlGn',# palette='Spectral',\n", " dodge=False,\n", " # notch=True, \n", " #showcaps=False,\n", " #flierprops={\"marker\": \"x\"},\n", " #order = x_ax_ordered_str,\n", " #boxprops={\"facecolor\": (.4, .6, .8, .5)},\n", " #medianprops={\"color\": \"k\"},\n", " ax=ax)\n", "\n", "ax1.set_ylabel('Number of overtaking events')\n", "ax1.set_xlabel('Overtaking distance [cm]')\n", "\n", "ax1.yaxis.set_major_formatter(ticker.FuncFormatter(lambda x, pos: '{:,.0f}'.format(x) ))\n", "\n", "#plt.legend(title='Overtaking distance [cm]')\n", "\n", "ax1.legend_.remove()\n", "#add overall title\n", "#ax.text(x=0.5, y=1.1, s='Distribution of overtaking distances: Nuthedamm (osm way id 5336788, direction=1)', fontsize=18, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "#ax.text(x=0.5, y=1.07, s=\"OBS-Data: ADFC Brandenburg: (n=\" + str(histo.counts.sum())+')', fontsize=9, alpha=0.75, ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.07, s='Distribution of overtaking distances: \\nNuthedamm (osm way id 5336788, direction=-1)', fontsize=28, weight='bold', ha='center', va='bottom', transform=ax.transAxes)\n", "ax.text(x=0.5, y=1.02, s=\"OBS-Data: ADFC Brandenburg (n=\" + str(histo.counts.sum())+')', fontsize=13, alpha=0.9, ha='center', va='bottom', transform=ax.transAxes)\n", "\n", "#fig.savefig(\"plots\\OBS_analysis_histogram_Nuthedamm_-1.png\", dpi=200, bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": null, "id": "9dd290d8-5852-49ba-88bf-eb61964a76dc", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 }