{ "cells": [ { "cell_type": "markdown", "id": "065aa193", "metadata": {}, "source": [ "# 4. Disciplines of Journals using OJS " ] }, { "cell_type": "markdown", "id": "e76165f2", "metadata": {}, "source": [ "### Notebook objectives:\n", "1. Translate concatenated titles and abstracts from 9 other languages into English using [UKP's EasyNMT neural machine translation package](#nmt) with Helsinki NLP's Opus MT and Facebook Research's 'mbart50_m2en' model. This is necessary because the classifier was trained on English text.

\n", "2. Classify the journals known to be actively using OJS by applying [Weber et al.'s (2020) neural field of study classifier](#fosc) to titles and abstracts in 10 primary languages*\n", " * English, Bahasa Indonesia, Spanish, Portuguese, Ukrainian, Russian, German, Polish, French, Arabic\n", "

\n", "3. Create bar graphs representing the journals actively using OJS by their disciplinary distribution:\n", " 1. [By discipline: 20 ANZSRC field of study labels](#disc)\n", " 1. https://www.abs.gov.au/statistics/classifications/australian-and-new-zealand-standard-research-classification-anzsrc/latest-release\n", " 2. [By division: STEM, Social Sciences, and Humanities](#div)\n", " 3. [By language](#langs)" ] }, { "cell_type": "markdown", "id": "42808b74", "metadata": {}, "source": [ "Import packages:" ] }, { "cell_type": "code", "execution_count": 1, "id": "be55b2cf", "metadata": {}, "outputs": [], "source": [ "from collections import defaultdict\n", "from collections import Counter\n", "from tqdm import tqdm\n", "import matplotlib.pyplot as plt\n", "import matplotlib\n", "import seaborn as sns\n", "import pandas as pd\n", "import warnings\n", "import json\n", "import time\n", "import re\n", "import os" ] }, { "cell_type": "markdown", "id": "330dcb90", "metadata": {}, "source": [ "### 1. Translating jounal titles and abstracts with UKP's EasyNMT neural machine translator" ] }, { "cell_type": "markdown", "id": "080eae00", "metadata": {}, "source": [ "Import EasyNMT:" ] }, { "cell_type": "code", "execution_count": 2, "id": "31fd26cf", "metadata": { "scrolled": true }, "outputs": [], "source": [ "import tensorflow\n", "from easynmt import EasyNMT" ] }, { "cell_type": "markdown", "id": "c5d58588", "metadata": {}, "source": [ "First, create a function that:\n", "
\n", "1. Reads each of the Indonesian, Spanish, and Portuguese .json files mapping journal ISSNs to concatenated article titles and abstracts, or payloads;\n", "

\n", "2. Translates the payloads for each journal from the specified source language ('id', 'es', 'pt') to the target language, English ('en');\n", "

\n", "3. Saves a dictionary mapping journal ISSN to translated payload as a .json file:" ] }, { "cell_type": "code", "execution_count": 3, "id": "e7a50ebd", "metadata": {}, "outputs": [], "source": [ "def translate(infile, outfile, issns_en, model, source_lang):\n", " issn2translation = {}\n", " \n", " with open(infile, 'r') as infile_:\n", " d = json.load(infile_)\n", " d_ = {}\n", " for k, v in d.items():\n", " if k not in issns_en:\n", " d_[k] = v\n", " del d \n", " \n", " print('{} examples loaded.'.format(len(d_)))\n", " \n", " print('Translating payloads...')\n", " for k, v in tqdm(list(d_.items())):\n", " issn2translation[k] = model.translate(v, source_lang=source_lang, target_lang='en')\n", " \n", " with open(outfile, 'w') as outfile_:\n", " json.dump(issn2translation, outfile_)\n", " print('Translated payloads saved.')" ] }, { "cell_type": "code", "execution_count": 4, "id": "fe3809ac", "metadata": {}, "outputs": [], "source": [ "infile_en = os.path.join('data', 'issn2en.json')\n", "with open(infile_en, 'r') as infile:\n", " en = json.load(infile)\n", " issns_en = list(en.keys())\n", " \n", "opus = EasyNMT('opus-mt') #Helsinki NLP Opus machine translation model (marian)" ] }, { "cell_type": "markdown", "id": "f6d6e1bf", "metadata": {}, "source": [ "Bahasa Indonesia:" ] }, { "cell_type": "code", "execution_count": 5, "id": "398b3604", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "998 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████| 998/998 [6:31:37<00:00, 23.54s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 6h 12s, sys: 2h 24min 13s, total: 8h 24min 26s\n", "Wall time: 6h 31min 40s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_id = os.path.join('data', 'issn2id.json')\n", "outfile_id = os.path.join('data', 'issn2id_trans.json')\n", "%time translate(infile=infile_id, outfile=outfile_id, issns_en=issns_en, model=opus, source_lang='id')" ] }, { "cell_type": "markdown", "id": "2679835f", "metadata": {}, "source": [ "Spanish:" ] }, { "cell_type": "code", "execution_count": 6, "id": "8e899ca4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "588 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████| 588/588 [2:12:36<00:00, 13.53s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 2h 4min 32s, sys: 38min 50s, total: 2h 43min 23s\n", "Wall time: 2h 12min 37s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_es = os.path.join('data', 'issn2es.json')\n", "outfile_es = os.path.join('data', 'issn2es_trans.json')\n", "%time translate(infile=infile_es, outfile=outfile_es, issns_en=issns_en, model=opus, source_lang='es')" ] }, { "cell_type": "markdown", "id": "18f14f12", "metadata": {}, "source": [ "Portuguese:" ] }, { "cell_type": "code", "execution_count": 7, "id": "2f485fda", "metadata": {}, "outputs": [], "source": [ "mbart = EasyNMT('mbart50_m2en') #Facebook (Meta) mbart50_m2en for pt & uk -> en" ] }, { "cell_type": "code", "execution_count": 8, "id": "0ac9955e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "557 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████████████████████████████████| 557/557 [13:08:13<00:00, 84.91s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 12h 7min 45s, sys: 3h 22min 29s, total: 15h 30min 14s\n", "Wall time: 13h 8min 15s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_pt = os.path.join('data', 'issn2pt.json')\n", "outfile_pt = os.path.join('data', 'issn2pt_trans.json')\n", "%time translate(infile=infile_pt, outfile=outfile_pt, issns_en=issns_en, model=mbart, source_lang='pt')" ] }, { "cell_type": "markdown", "id": "cc0d277b", "metadata": {}, "source": [ "Ukrainian:" ] }, { "cell_type": "code", "execution_count": 9, "id": "eb6e37c2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "8 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████████████████████████████████████████| 8/8 [06:27<00:00, 48.38s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 5min 54s, sys: 1min 36s, total: 7min 31s\n", "Wall time: 6min 27s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_uk = os.path.join('data', 'issn2uk.json')\n", "outfile_uk = os.path.join('data', 'issn2uk_trans.json')\n", "%time translate(infile=infile_uk, outfile=outfile_uk, issns_en=issns_en, model=mbart, source_lang='uk')" ] }, { "cell_type": "markdown", "id": "6d66d625", "metadata": {}, "source": [ "Russian:" ] }, { "cell_type": "code", "execution_count": 10, "id": "3d2af7f5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "15 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████| 15/15 [03:26<00:00, 13.74s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 3min 12s, sys: 55 s, total: 4min 7s\n", "Wall time: 3min 26s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_ru = os.path.join('data', 'issn2ru.json')\n", "outfile_ru = os.path.join('data', 'issn2ru_trans.json')\n", "%time translate(infile=infile_ru, outfile=outfile_ru, issns_en=issns_en, model=opus, source_lang='ru')" ] }, { "cell_type": "markdown", "id": "9eb827dd", "metadata": {}, "source": [ "German:" ] }, { "cell_type": "code", "execution_count": 11, "id": "54d2bea9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "57 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████| 57/57 [05:01<00:00, 5.29s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 4min 43s, sys: 1min 13s, total: 5min 56s\n", "Wall time: 5min 2s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_de = os.path.join('data', 'issn2de.json')\n", "outfile_de = os.path.join('data', 'issn2de_trans.json')\n", "%time translate(infile=infile_de, outfile=outfile_de, issns_en=issns_en, model=opus, source_lang='de')" ] }, { "cell_type": "markdown", "id": "b533605f", "metadata": {}, "source": [ "French:" ] }, { "cell_type": "code", "execution_count": 12, "id": "71122bd0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "99 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████| 99/99 [07:21<00:00, 4.46s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 6min 47s, sys: 1min 48s, total: 8min 35s\n", "Wall time: 7min 22s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_fr = os.path.join('data', 'issn2fr.json')\n", "outfile_fr = os.path.join('data', 'issn2fr_trans.json')\n", "%time translate(infile=infile_fr, outfile=outfile_fr, issns_en=issns_en, model=opus, source_lang='fr')" ] }, { "cell_type": "markdown", "id": "ad31e691", "metadata": {}, "source": [ "Polish:" ] }, { "cell_type": "code", "execution_count": 13, "id": "e80690ec", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "10 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████| 10/10 [00:55<00:00, 5.51s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 48 s, sys: 13.6 s, total: 1min 1s\n", "Wall time: 55.3 s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_pl = os.path.join('data', 'issn2pl.json')\n", "outfile_pl = os.path.join('data', 'issn2pl_trans.json')\n", "%time translate(infile=infile_pl, outfile=outfile_pl, issns_en=issns_en, model=opus, source_lang='pl')" ] }, { "cell_type": "markdown", "id": "a32da7bd", "metadata": {}, "source": [ "Arabic:" ] }, { "cell_type": "code", "execution_count": 14, "id": "9833d726", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "11 examples loaded.\n", "Translating payloads...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████| 11/11 [01:22<00:00, 7.55s/it]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Translated payloads saved.\n", "CPU times: user 1min 14s, sys: 18.2 s, total: 1min 32s\n", "Wall time: 1min 23s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "infile_ar = os.path.join('data', 'issn2ar.json')\n", "outfile_ar = os.path.join('data', 'issn2ar_trans.json')\n", "%time translate(infile=infile_ar, outfile=outfile_ar, issns_en=issns_en, model=opus, source_lang='ar')" ] }, { "cell_type": "markdown", "id": "8ef4dbcf", "metadata": {}, "source": [ "### 2. OJS Field of Study Classification\n", "
\n", "Instantiate Weber et al.'s (2020) feedforward neural net for classifying academic fields of study:" ] }, { "cell_type": "code", "execution_count": 16, "id": "34e043fc", "metadata": {}, "outputs": [], "source": [ "from fosc import load_model, vectorize\n", "from fosc.config import config\n", "model_id = 'mlp_l'\n", "model = load_model(model_id)" ] }, { "cell_type": "markdown", "id": "7111afd5", "metadata": {}, "source": [ "Create a dict mapping the labels of the fosc classifier `int` to `str`:" ] }, { "cell_type": "code", "execution_count": 17, "id": "99d3bdd4", "metadata": {}, "outputs": [], "source": [ "anzsrc = {\n", " 0:'Mathematical Sciences',\n", " 1:'Physical Sciences',\n", " 2:'Chemical Sciences',\n", " 3:'Earth and Environmental Sciences',\n", " 4:'Biological Sciences',\n", " 5:'Agricultural and Veterinary Sciences',\n", " 6:'Information and Computing Sciences',\n", " 7:'Engineering and Technology',\n", " 8:'Medical and Health Sciences',\n", " 9:'Built Environment and Design',\n", " 10:'Education',\n", " 11:'Economics',\n", " 12:'Commerce, Management, Tourism and Services',\n", " 13:'Studies in Human Society',\n", " 14:'Psychology and Cognitive Sciences',\n", " 15:'Law and Legal Studies',\n", " 16:'Studies in Creative Arts and Writing',\n", " 17:'Language, Communication and Culture',\n", " 18:'History and Archaeology',\n", " 19:'Philosophy and Religious Studies'\n", "}" ] }, { "cell_type": "markdown", "id": "5d0a5bc3", "metadata": {}, "source": [ "Group the 20 ANZSRC labels into three broad divisions: STEM, Social Sciences, and Humanities" ] }, { "cell_type": "code", "execution_count": 18, "id": "eef699a0", "metadata": {}, "outputs": [], "source": [ "STEM = ['Agricultural and Veterinary Sciences', \n", " 'Biological Sciences', \n", " 'Built Environment and Design', \n", " 'Chemical Sciences',\n", " 'Earth and Environmental Sciences',\n", " 'Engineering and Technology',\n", " 'Information and Computing Sciences',\n", " 'Mathematical Sciences',\n", " 'Medical and Health Sciences',\n", " 'Physical Sciences']\n", "\n", "SOCSCI = ['Commerce, Management, Tourism and Services',\n", " 'Economics',\n", " 'Education',\n", " 'Law and Legal Studies',\n", " 'Psychology and Cognitive Sciences',\n", " 'Studies in Human Society']\n", "\n", "HUM = ['History and Archaeology',\n", " 'Language, Communication and Culture',\n", " 'Philosophy and Religious Studies',\n", " 'Studies in Creative Arts and Writing']" ] }, { "cell_type": "markdown", "id": "96b7b181", "metadata": {}, "source": [ "Create a short helper function for converting integer labels to text labels:" ] }, { "cell_type": "code", "execution_count": 19, "id": "980380bb", "metadata": {}, "outputs": [], "source": [ "def assign_discipline(row):\n", " return anzsrc[row['discipline']]" ] }, { "cell_type": "markdown", "id": "5fdb4003", "metadata": {}, "source": [ "Create a function that:\n", "
\n", "1. Reads a .json file with a dictionary mapping journal issn to a payload of concatenated article abstracts for each journal;\n", "

\n", "2. Passes each payload to Weber et al.'s field of study classifier (fosc);\n", "

\n", "3. Selects the most likely field of study label :" ] }, { "cell_type": "code", "execution_count": 20, "id": "cd334d13", "metadata": {}, "outputs": [], "source": [ "def fosc(df, model_id, model):\n", " \n", " print('{} examples loaded.'.format(len(df)))\n", "\n", " vectorized = vectorize(df['payload'], model_id)\n", " preds = pd.DataFrame(model.predict(vectorized))\n", " payDF = df.join(preds)\n", "\n", " #select a primary field of study classification label\n", " payDF['discipline'] = payDF[[i for i in range(0, 20)]].idxmax(axis=1)\n", " payDF['discipline'] = payDF.apply(assign_discipline, axis=1)\n", " print('Journals classified.')\n", " \n", " #return a final DF of discipline counts\n", " countDF = pd.DataFrame(payDF['discipline'].value_counts())\n", " countDF.reset_index(inplace=True)\n", " countDF = countDF.rename(columns = {'index':'Discipline',\n", " 'discipline': 'Count'})\n", " return payDF, countDF" ] }, { "cell_type": "markdown", "id": "43c7edb9", "metadata": {}, "source": [ "### Visualize " ] }, { "cell_type": "markdown", "id": "9582b175", "metadata": {}, "source": [ "#### English, Bahasa Indonesia, Spanish, Portuguese, Ukrainian, Russian, German, Polish, French, Arabic: " ] }, { "cell_type": "code", "execution_count": 21, "id": "3f2dfa44", "metadata": {}, "outputs": [], "source": [ "def aggregate_payloads(data_dir, json_files):\n", " \n", " issn2payload = defaultdict(str)\n", " \n", " for file in json_files:\n", " \n", " with open(os.path.join(data_dir, file), 'r') as f:\n", " payloads = json.load(f)\n", " \n", " for k, v in payloads.items():\n", " issn2payload[k] += v\n", "\n", " df = pd.DataFrame({'issn': issn2payload.keys(), 'payload':issn2payload.values()})\n", " print('''{} journals ready for classification.'''.format(len(df)))\n", " \n", " return df" ] }, { "cell_type": "code", "execution_count": 22, "id": "4ab090ee", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of languages: 10\n", "issn2ar_trans.json\n", "issn2de_trans.json\n", "issn2en.json\n", "issn2es_trans.json\n", "issn2fr_trans.json\n", "issn2id_trans.json\n", "issn2pl_trans.json\n", "issn2pt_trans.json\n", "issn2ru_trans.json\n", "issn2uk_trans.json\n" ] } ], "source": [ "data_dir = os.path.join('data')\n", "json_files = []\n", "\n", "for root, dirs, files in os.walk(data_dir, topdown=False):\n", " for file in files:\n", " if file.endswith('en.json'):\n", " json_files.append(file)\n", " elif file.endswith('_trans.json'):\n", " json_files.append(file)\n", " else:\n", " continue\n", "print('Number of languages: {}'.format(len(json_files)))\n", "for filename in sorted(json_files):\n", " print(filename)" ] }, { "cell_type": "code", "execution_count": 23, "id": "7eec1dab", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "22504 journals ready for classification.\n" ] } ], "source": [ "issn2payload = aggregate_payloads(data_dir=data_dir, json_files=json_files)" ] }, { "cell_type": "code", "execution_count": 24, "id": "f944a85e", "metadata": {}, "outputs": [], "source": [ "with open(os.path.join('data','issn2payload.json'), 'w') as outfile:\n", " json.dump(issn2payload.to_dict(), outfile)" ] }, { "cell_type": "code", "execution_count": 25, "id": "090fff45", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "22504 examples loaded.\n", "Journals classified.\n", "CPU times: user 54.6 s, sys: 7.77 s, total: 1min 2s\n", "Wall time: 44.9 s\n" ] } ], "source": [ "%%time \n", "\n", "with warnings.catch_warnings():\n", " warnings.filterwarnings('ignore')\n", " \n", " payDF, countDF = fosc(\n", " df=issn2payload, \n", " model_id=model_id, \n", " model=model)" ] }, { "cell_type": "code", "execution_count": 26, "id": "af5b42ad", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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issnpayload01234567...111213141516171819discipline
02175-2516Between monsters, snakes and story characters ...2.032268e-155.574727e-109.363107e-173.445756e-101.227949e-144.580785e-101.070286e-098.352980e-10...2.850803e-069.204795e-060.0365531.153986e-071.564752e-055.751222e-060.2771323.802329e-036.752845e-07Language, Communication and Culture
12444-9431GENDER AND SEX: STRATEGY TO PROMOTE DEBATES IN...1.534574e-124.896613e-101.204546e-139.130932e-083.994525e-102.868499e-121.056048e-073.109392e-09...6.194448e-091.649721e-080.7297162.441745e-075.206850e-071.149365e-080.0001181.134768e-082.480964e-08Studies in Human Society
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2 rows × 23 columns

\n", "
" ], "text/plain": [ " issn payload 0 \\\n", "0 2175-2516 Between monsters, snakes and story characters ... 2.032268e-15 \n", "1 2444-9431 GENDER AND SEX: STRATEGY TO PROMOTE DEBATES IN... 1.534574e-12 \n", "\n", " 1 2 3 4 5 \\\n", "0 5.574727e-10 9.363107e-17 3.445756e-10 1.227949e-14 4.580785e-10 \n", "1 4.896613e-10 1.204546e-13 9.130932e-08 3.994525e-10 2.868499e-12 \n", "\n", " 6 7 ... 11 12 13 \\\n", "0 1.070286e-09 8.352980e-10 ... 2.850803e-06 9.204795e-06 0.036553 \n", "1 1.056048e-07 3.109392e-09 ... 6.194448e-09 1.649721e-08 0.729716 \n", "\n", " 14 15 16 17 18 \\\n", "0 1.153986e-07 1.564752e-05 5.751222e-06 0.277132 3.802329e-03 \n", "1 2.441745e-07 5.206850e-07 1.149365e-08 0.000118 1.134768e-08 \n", "\n", " 19 discipline \n", "0 6.752845e-07 Language, Communication and Culture \n", "1 2.480964e-08 Studies in Human Society \n", "\n", "[2 rows x 23 columns]" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "filepath = os.path.join(data_dir, 'issn2discipline.csv')\n", "payDF.to_csv(filepath)\n", "payDF.head(2)" ] }, { "cell_type": "markdown", "id": "20ac080a", "metadata": {}, "source": [ "#### A. Disciplines of journals using OJS to publish in top 10 primary languages* ($\\it{n}$ = 22,504)\n", "* English, Bahasa Indonesia, Spanish, Portuguese, Ukrainian, Russian, German, Polish, French, Arabic" ] }, { "cell_type": "code", "execution_count": 27, "id": "173ae0bb", "metadata": {}, "outputs": [], "source": [ "sns.set_theme(style=\"whitegrid\", font_scale=1.25)" ] }, { "cell_type": "code", "execution_count": 28, "id": "eeaafc71", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=\"Count\", y=\"Discipline\", data=countDF,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 4200),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline')#,\n", " #title = 'Disciplines of journals using OJS to publish in top 10 primary languages* ($\\it{n}$ = 22,504)')\n", "\n", "matplotlib.pyplot.xticks([0, 500, 1000, 1500, 2000, 2500, 3000, 3500],\n", " ['0', '500', '1,000', '1,500', '2,000', '2,500', '3,000', '3,500'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.2\n", " percent = round(((p.get_width() / 22504) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 42, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'OJSdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 29, "id": "0f724906", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'Division': ['Social Sciences', 'STEM', 'Humanities'],\n", " 'Count': [10340, 9058, 3106]}" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pivot = countDF.pivot_table(columns='Discipline')\n", "\n", "d = {'Division': ['Social Sciences', 'STEM', 'Humanities'],\n", " 'Count': [pivot[SOCSCI].values.sum(axis=1)[0],\n", " pivot[STEM].values.sum(axis=1)[0],\n", " pivot[HUM].values.sum(axis=1)[0]]}\n", "d" ] }, { "cell_type": "markdown", "id": "c9cf6c64", "metadata": {}, "source": [ "#### B. Distribution of journals using OJS to publish in 10 primary languages by their disciplinary coverage ($\\it{n}$ = 22,544)\n", "* English, Bahasa Indonesia, Spanish, Portuguese, Afrikaans, Russian, Ukrainian, German, French, Japanese" ] }, { "cell_type": "code", "execution_count": 30, "id": "c052ac68", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=\"Count\", y=\"Division\", data=d,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 12000),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division')#,\n", " #title = 'Distribution of journals using OJS to publish in top 10 primary languages*\\n by their disciplinary coverage ($\\it{n}$ = 22,504)')\n", "\n", "matplotlib.pyplot.xticks([0, 2000, 4000, 6000, 8000, 10000],\n", " ['0', '2,000', '4,000', '6,000', '8,000', '10,000'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 22504) * 100), 1)\n", " if len(str(int(p.get_width()))) == 5:\n", " value = str(int(p.get_width()))[:2] + ',' + str(int(p.get_width()))[2:] + ' ({})'.format(str(percent)+'%')\n", " elif len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 150, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'OJSdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "2a057a17", "metadata": {}, "source": [ "### Disciplinary distributions by primary language, for each of the top 10 OJS languages " ] }, { "cell_type": "code", "execution_count": 31, "id": "6bdfb29f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(22561, 6)\n" ] }, { "data": { "text/html": [ "
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issnissn_altcontext_namejournal_urlgcld3_codelanguage
01018-28882709-7951Diagnósticohttp://142.44.242.51/index.php/diagnosticoesSpanish
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" ], "text/plain": [ " issn issn_alt context_name \\\n", "0 1018-2888 2709-7951 Diagnóstico \n", "\n", " journal_url gcld3_code language \n", "0 http://142.44.242.51/index.php/diagnostico es Spanish " ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "iL = pd.read_csv(os.path.join('data','OJS_languages_v3.csv'))\n", "print(iL.shape)\n", "iL.head(1)" ] }, { "cell_type": "code", "execution_count": 32, "id": "9e1cb06f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(22473, 4)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguage
02175-2516A MARgem - Revista Eletrônica de Ciências Huma...Language, Communication and CulturePortuguese
12444-9431MULTIárea. Revista de didácticaStudies in Human SocietySpanish
\n", "
" ], "text/plain": [ " issn context_name \\\n", "0 2175-2516 A MARgem - Revista Eletrônica de Ciências Huma... \n", "1 2444-9431 MULTIárea. Revista de didáctica \n", "\n", " discipline language \n", "0 Language, Communication and Culture Portuguese \n", "1 Studies in Human Society Spanish " ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ldF = payDF.merge(iL, on='issn')\n", "ldF = ldF[['issn', 'context_name', 'discipline', 'language']]\n", "print(ldF.shape)\n", "ldF.head(2)" ] }, { "cell_type": "code", "execution_count": 33, "id": "d06ef0fe", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
issncontext_namedisciplinelanguagedivision
02175-2516A MARgem - Revista Eletrônica de Ciências Huma...Language, Communication and CulturePortugueseHumanities
12444-9431MULTIárea. Revista de didácticaStudies in Human SocietySpanishSocial Sciences
\n", "
" ], "text/plain": [ " issn context_name \\\n", "0 2175-2516 A MARgem - Revista Eletrônica de Ciências Huma... \n", "1 2444-9431 MULTIárea. Revista de didáctica \n", "\n", " discipline language division \n", "0 Language, Communication and Culture Portuguese Humanities \n", "1 Studies in Human Society Spanish Social Sciences " ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "div = ['Social Sciences' if d in SOCSCI else 'STEM' if d in STEM else 'Humanities' for d in\\\n", " ldF['discipline'].tolist()]\n", "div = pd.Series(div, name='division')\n", "ldF = ldF.join(div)\n", "ldF.head(2)" ] }, { "cell_type": "markdown", "id": "e7a27c16", "metadata": {}, "source": [ "#### English:" ] }, { "cell_type": "code", "execution_count": 34, "id": "2e6f1ffa", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(11218, 5)\n" ] } ], "source": [ "en = ldF[ldF['language'] == 'English']\n", "print(en.shape)" ] }, { "cell_type": "code", "execution_count": 35, "id": "16434467", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=en['discipline'].value_counts().tolist(), y=en['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 2400),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in English\\nby their disciplinary coverage ($\\it{n}$ = 11,218)')\n", "\n", "matplotlib.pyplot.xticks([0, 250, 500, 750, 1000, 1250, 1500, 1750],\n", " ['0', '250', '500', '750', '1,000', '1,250', '1,500', '1,750'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.2\n", " percent = round(((p.get_width() / 11218) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 50, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'ENdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 36, "id": "57b7e01b", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=en['division'].value_counts().tolist(), y=en['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 5500),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in English\\nby their disciplinary coverage ($\\it{n}$ = 11,218)')\n", "\n", "matplotlib.pyplot.xticks([0, 1000, 2000, 3000, 4000, 5000],\n", " ['0', '1,000', '2,000', '3,000', '4,000', '5,000'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 11218) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 100, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'ENdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "2d26bd27", "metadata": {}, "source": [ "#### Bahasa Indonesia:" ] }, { "cell_type": "code", "execution_count": 37, "id": "f4b2b096", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(5178, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
1102597-9000LAGA-LAGA : Jurnal Seni PertunjukanLanguage, Communication and CultureIndonesianHumanities
3882613-9103J-ADIMAS (Jurnal Pengabdian Kepada Masyarakat)EducationIndonesianSocial Sciences
\n", "
" ], "text/plain": [ " issn context_name \\\n", "110 2597-9000 LAGA-LAGA : Jurnal Seni Pertunjukan \n", "388 2613-9103 J-ADIMAS (Jurnal Pengabdian Kepada Masyarakat) \n", "\n", " discipline language division \n", "110 Language, Communication and Culture Indonesian Humanities \n", "388 Education Indonesian Social Sciences " ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bid = ldF[ldF['language'] == 'Indonesian']\n", "print(bid.shape)\n", "bid.head(2)" ] }, { "cell_type": "code", "execution_count": 38, "id": "4bf414a4", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=bid['discipline'].value_counts().tolist(), y=bid['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 1250),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in Bahasa Indonesia\\nby their disciplinary coverage ($\\it{n}$ = 5,178)')\n", "\n", "matplotlib.pyplot.xticks([0, 200, 400, 600, 800, 1000],\n", " ['0', '200', '400', '600', '800', '1,000'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 5178) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 20, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'IDdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 39, "id": "c33e4d42", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=bid['division'].value_counts().tolist(), y=bid['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 3300),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in Bahasa Indonesia\\nby their disciplinary coverage ($\\it{n}$ = 5,178)')\n", "\n", "matplotlib.pyplot.xticks([0, 500, 1000, 1500, 2000, 2500],\n", " ['0', '500', '1,000', '1,500', '2,000', '2,500'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 5178) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 80, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'IDdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "32b21eb7", "metadata": {}, "source": [ "#### Spanish:" ] }, { "cell_type": "code", "execution_count": 40, "id": "ceeca6b6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2574, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
12444-9431MULTIárea. Revista de didácticaStudies in Human SocietySpanishSocial Sciences
22478-9127NeurópticaLanguage, Communication and CultureSpanishHumanities
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" ], "text/plain": [ " issn context_name \\\n", "1 2444-9431 MULTIárea. Revista de didáctica \n", "2 2478-9127 Neuróptica \n", "\n", " discipline language division \n", "1 Studies in Human Society Spanish Social Sciences \n", "2 Language, Communication and Culture Spanish Humanities " ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "es = ldF[ldF['language'] == 'Spanish']\n", "print(es.shape)\n", "es.head(2)" ] }, { "cell_type": "code", "execution_count": 41, "id": "1fcba1d7", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=es['discipline'].value_counts().tolist(), y=es['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 1000),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in Spanish\\nby their disciplinary coverage ($\\it{n}$ = 2,574)')\n", "\n", "matplotlib.pyplot.xticks([0, 150, 300, 450, 600, 750],\n", " ['0', '150', '300', '450', '600', '750'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 2574) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 15, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'ESdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 42, "id": "a34efa9f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=es['division'].value_counts().tolist(), y=es['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 1500),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in Spanish\\nby their disciplinary coverage ($\\it{n}$ = 2,574)')\n", "\n", "matplotlib.pyplot.xticks([0, 250, 500, 750, 1000, 1250],\n", " ['0', '250', '500', '750', '1,000', '1,250'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 2574) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 25, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'ESdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "ec2ea7e3", "metadata": {}, "source": [ "#### Portuguese:" ] }, { "cell_type": "code", "execution_count": 43, "id": "34ffb32e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2205, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
02175-2516A MARgem - Revista Eletrônica de Ciências Huma...Language, Communication and CulturePortugueseHumanities
31517-5529Cadernos PET-FilosofiaStudies in Human SocietyPortugueseSocial Sciences
\n", "
" ], "text/plain": [ " issn context_name \\\n", "0 2175-2516 A MARgem - Revista Eletrônica de Ciências Huma... \n", "3 1517-5529 Cadernos PET-Filosofia \n", "\n", " discipline language division \n", "0 Language, Communication and Culture Portuguese Humanities \n", "3 Studies in Human Society Portuguese Social Sciences " ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pt = ldF[ldF['language'] == 'Portuguese']\n", "print(pt.shape)\n", "pt.head(2)" ] }, { "cell_type": "code", "execution_count": 44, "id": "08deeac4", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=pt['discipline'].value_counts().tolist(), y=pt['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 1000),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in Portuguese\\nby their disciplinary coverage ($\\it{n}$ = 2,205)')\n", "\n", "matplotlib.pyplot.xticks([0, 150, 300, 450, 600, 750],\n", " ['0', '150', '300', '450', '600', '750'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 2205) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 15, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'PTdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 45, "id": "fa7aeab1", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=pt['division'].value_counts().tolist(), y=pt['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 1500),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in Portuguese\\nby their disciplinary coverage ($\\it{n}$ = 2,205)')\n", "\n", "matplotlib.pyplot.xticks([0, 250, 500, 750, 1000, 1250],\n", " ['0', '250', '500', '750', '1,000', '1,250'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 2205) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 25, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'PTdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "0390ce2f", "metadata": {}, "source": [ "#### Ukrainian:" ] }, { "cell_type": "code", "execution_count": 46, "id": "2fd109f7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(141, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
8162708-9436Актуальні проблеми освіти і науки: досвід та с...EducationUkrainianSocial Sciences
18452309-1533ІННОВАЦІЙНА ЕКОНОМІКАCommerce, Management, Tourism and ServicesUkrainianSocial Sciences
\n", "
" ], "text/plain": [ " issn context_name \\\n", "816 2708-9436 Актуальні проблеми освіти і науки: досвід та с... \n", "1845 2309-1533 ІННОВАЦІЙНА ЕКОНОМІКА \n", "\n", " discipline language division \n", "816 Education Ukrainian Social Sciences \n", "1845 Commerce, Management, Tourism and Services Ukrainian Social Sciences " ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "uk = ldF[ldF['language'] == 'Ukrainian']\n", "print(uk.shape)\n", "uk.head(2)" ] }, { "cell_type": "code", "execution_count": 47, "id": "7c674069", "metadata": {}, "outputs": [ { "data": { "image/png": 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cfUoVFBQoU6ZMnsOsffi+rVu3LleuXJGrYbt79y4vX77k559/znNfPkyyL1++LD2QVZjrB+SvwcTERB48eCC9N/Ny5swZli1bRpMmTRg2bBjbtm2jW7du0ufBt9CoUaNc+weHhYWhqKgo96CakpISbdu2ZerUqTx48CDPBx2h6NdLUW3YsIGRI0cyefJkOnfuTKNGjXj06NEnxxaJrCAIP7S3b9/y/Plznj9/Lg0flPXEdG61AWXKlGHz5s0sXLiQyMhIbty4wT///EPTpk0BpP6gN27cyDeJ+NDevXvZtGkT9+/fZ8GCBVy5coXff/8dyKwRi4uLY/369URHR7Nly5YczaZqamrcvXs314HlhwwZgp+fHzt37uTRo0fs2LGDTZs20bdv349KvGvUqIG9vT1Tp07l9OnT3Lt3j1mzZnHt2jV69+79ReI1a9aM69evc+DAAaKioli6dGmBzb4FyUrC9u3bR0xMDOfOnWPUqFFA5oNjH0pISGDatGn8888/xMTEEBwcTHR0NHp6ernGL6jMRY2Xn+bNm9OkSRPGjRvH1atXiYiIYNy4cUDeNznlypVjwYIF7N27lz/++IN///2XJ0+ecOLECVxdXXn9+jWzZ88GwMTEhNevX7N27Vru37/PnDlzKFOmjNQc/9tvvyGTyejduzfHjx8nJiaGf//9lwULFhAaGspvv/2Waxk+vF569uzJq1evcHd3586dO4SGhvLnn39Sv359zMzM8tz/vXv3sn37dh48eMCiRYu4cuWKND50Ya4fgHnz5nHixAlu3brFn3/+SeXKlbGzs8v3uKuoqLBs2TL8/PyIiooiPDyckJCQjzqHn0u/fv04cuQIixYt4t69ezx48IDAwEC8vLzo0aNHrg/3aWtrM2zYMJYtW5bnaCVFvV6KqmLFitL1f+fOHby8vAgPD//k2KKPrCAIP7Q1a9ZIzYBqampUr16dHj160Ldv31ybBGvVqsWyZctYsmQJfn5+qKio0KJFC9zd3YHMGiVbW1tGjx5N9+7dsbKyKlQ5+vfvz8GDB5k9eza1a9dm5cqVUg1U8+bNGTFiBGvWrGHRokW0bNmSkSNHyj3MMmDAAJYvX87Zs2cJCAiQi92tWzfev3/PqlWr8PT0RFtbm/Hjxxeqz2Jepk2bxrx58xg7dixv376lQYMG/P333zn6+n6ueI6Ojty4cQNPT0/S0tJo164dffr0KfTIDrlp2rQp48aNY82aNcybN49q1arRqVMnTp48yZUrV+jevbvc8oMHD+b9+/d4enry4sULNDU1GTFiBB06dMg1fkFlLmq8gvj4+ODp6YmrqytlypRh4MCBXL16Nd8meTMzM3bv3s3q1asZOXIkCQkJaGpqYmNjw++//y7V2NerV49Zs2axfPlyFi9ezM8//8zy5culh/p++uknqT+sp6cnz58/p3Tp0hgZGbF169Y8azY/vF4mTpzI2rVrmTdvHh07dqRUqVJYWloyduzYfPejQ4cO7Nu3j+nTp1OvXj3WrFkj1TwW5voBGDp0KDNmzODJkydSH/KCuhaYmJgwc+ZMfH19mT9/Purq6lhZWUk3Ed/CL7/8wqpVq1i9ejVbtmwhOTkZLS0t+vTpk+cNBWTejOzfv5+JEydKIwJkV9TrpajmzJmDl5cXHTp0oGzZspiYmPDHH3+wcuVK3r1799FxFWTFcbRiQRAE4bt29uxZfvvtN86ePSt+3esziI+PJyIighYtWkg3YM+fP8fCwoLNmzfneGDmR2JpaUmnTp0YOnToty6K8B0SNbKCIAjCZ/Xw4UPOnDlD6dKlv/ivV/1XKCkp4ebmRt++fenUqRNv3rzB29ubmjVrftNmbkH41kQiKwiCIHxW7u7u3L9/nzFjxuTafUMounLlyrFy5UoWL17Mhg0bUFFRoXnz5qxduzbfJnlB+NGJrgWCIAiCIAhCsSRGLRAEQRAEQRCKJZHICoIgCIIgCMWSSGQFQRAEQRCEYkkksoIgCIIgCEKxJBJZQRCEYkxXV5e9e/d+tnh3797l+PHjny3+5yjf06dP0dXVJSQk5LPFzFKUWB8u+7mPvfD5pKSk4OTkxP37979pOTw8PJg4cWKe87N+ajfrvV3Y9bt37/5JPxbyIxGJrCAIgiAZOnQoV65c+WzxTp8+Tdu2bT9bvM8d81NifYl9Ez6PFStWYGBgQJ06db7J9mUyGd7e3mzfvj3PZd6+fcu4ceNIT08v8vp//vkn7u7un+WnY4s7kcgKgiAIks89ImOVKlVQVVX9bmN+SqwvsW/Cp0tMTGT9+vVyP9eakZFBs2bN2Lp1q/QztoaGhkyaNImMjIzPuv2oqCh69+7N1q1bqVatWp7LzZ49Gw0NjY9a39DQEDU1NQIDAz9buYsrkcgKgiAUc3fv3qVz5840btwYJycnLl++DMD06dOxt7eXWzYyMhJdXV1u3ryZI06vXr2IjIxk6dKlWFpaStPv3btHr169aNKkCZaWluzatUua9/LlS9zd3TE1NcXExIQBAwbINefm1hzv7e1Ny5YtadmyJc+fP89RjpiYGAYOHIi+vj5t2rTh1KlTcvM/jOnv70+7du1o3LgxrVu3ZsmSJVJy8vr1azw9Pfnll1/Q19enf//+eZZPV1eXbdu24eLiQtOmTXFxceHixYt5HvcP1921axeurq40bdqUtm3bytWm3bx5kwEDBmBkZETjxo2xtbUlICAgR7zsx8bDw6NI56+gfU1ISMDDw4MWLVqgp6dHnz59uH79OgB//fUXvXr1kosXERGBrq4ujx49Agp3rj88twXt94sXLxgxYgQGBgZYWFjg6+uLtbU1/v7+0jIFbfdD27dvp3bt2tSoUUOaFhUVxbt371i7di3JycnMmjWLfv36sXPnToKDg3ONEx0dja6ubp5/eQkPD0dbW5t9+/ahpaWV6zInTpzg+PHjTJo06aPWB2jbti3r1q3Lc/5/hkwQBEEotnR0dGRNmzaV7dq1S3b37l2Zp6enrEmTJrInT57Irl27JtPR0ZFdu3ZNWt7Hx0fm6OiYa6yEhARZ69atZbNnz5bFxcVJ8Q0MDGQHDhyQRUZGyqZNmyarX7++LDIyUpaRkSHr0qWLrF+/frKIiAjZnTt3ZB4eHjJTU1NZfHy8tH5AQIBcec3NzWXXr1+X/fvvvznKkJKSImvbtq2sZ8+eshs3bsjOnTsns7Kykuno6MjOnz+fI+aNGzdkjRo1kh05ckQWExMjO3r0qKxp06ayPXv2yGQymax///4yW1tb2dmzZ2X37t2TDR8+XNa6dWtZSkpKjlg6OjoyfX192fbt22V3796VTZ48WdakSRNZZGRknvuSfV1TU1PZgQMHZHfv3pVNnDhRVr9+fVl0dLTszZs3MjMzM9mECRNk9+7dk+Y3atRI9vz58zyPTVHPX377mpaWJnN2dpY5OzvLQkNDZTdv3pS5ubnJ9PX1ZVFRUbKzZ8/K6tevL3v69KkUb/r06bKuXbvKZDJZoc919vIXtN/p6ekyFxcXWefOnWURERGyS5cuyRwdHWW6urqy3bt3F3q7H+rSpYts8eLFctOOHDki09HRka1bt05uurm5uWz16tW5xklLS5M9e/Ysz7/C6Nmzp2zChAly0+Li4mTm5uayEydOyJ48eSL33i7M+lnu3r0r09HRkd6f/1UikRUEQSjGdHR0ZPPmzZNep6eny6ysrGQLFy6UyWQymaOjo2zWrFnSfGtr6xxf5tlZWVnJlixZIhc/K5ZMJpMlJibKdHR0ZEeOHJGdOXNG1qBBA9mrV6/kYtjY2MhWrlwprf9h8jd//vw8t3/8+HGZrq6uLCYmRm5aXons0aNHZY0bN5ZduXJFWj4sLEwWExMju3fvXo4kIT4+XjZr1iwpEfkwGc1+rNLS0mSWlpZSeQtKZOfOnSvNe/nypUxHR0d28OBB2YsXL2SrVq2SvX37VpofGRkp09HRkV28eDHfY1PY81fQvmYdw/v370vzk5OTZb/++qts9uzZsoyMDFmrVq1ka9eulfbd3NxctnXrVplMJiv0uc5e/oL2+9y5czkSsVu3bsl0dHSkRLYw280uPT1d1rBhQ9mBAwfkpvv4+MgMDAxkycnJ0rSMjAxZ06ZNZTt37swR53PJLREdPny4bPLkyTKZTPZJiWxaWpqsUaNGssDAwM9b6GJG+VvXCAuCIAifRl9fX/q/oqIiDRs25M6dOwB06NABX19fxo0bx7///ktMTAzt27cvUvxatWpJ/y9XrhwA79+/JzIykvT0dFq0aCG3fHJyMvfu3csznra2dp7z7ty5Q4UKFeT6Burp6eW5fFYzeceOHalZsyYWFhbY2dlRrVo1Dh8+DEDTpk2l5StUqMD48ePzjGdsbCz9X0lJicaNG3P79u08l88u+3EqW7YsAKmpqVSqVIkePXoQEBDAjRs3ePjwodQ14MMHfT48NoU9f1llzGtfb9++TYUKFahdu7Y0v0SJEjRt2pQ7d+6goKCAo6Mj+/fv57fffuPcuXO8fPkSOzs7AK5fv16oc529/AXt9/Xr16lUqZLcOjo6OtKxK8p2syQmJpKWlkaFChVyHB8jIyNKlCghTYuMjOT9+/fUq1cvRxyAx48f5+jakV14eHie8/KyZ88erl+//ln6tiopKVG+fHni4uI+OVZxJhJZQRCEYk5JSUnutUwmk76wHR0dmT9/PiEhIRw9epSWLVtSqVKlIsVXVMz5OIVMJkNFRYXy5cuzY8eOHPNLly6dZ7z8HpBSUFDI8cCZiopKnsuXLFmSTZs2ceXKFU6ePMmpU6fYsmULf/zxh1zSVljKyvJfixkZGSgoKBRq3exJUhaZTMazZ8/o2rUrGhoatG7dmlatWlG1alU6duyYY/kPj01hz9+H5S4obpaMjAxp3Q4dOrBy5UoePnzI/v37sbS0lJLKwp7r7NspaL+VlJRyfdAq+/n/2PfYh3Fv3bqVY4SJmzdvoqiomGciW7Vq1Rz9mD+Vv78/sbGxWFhYAP+/rwMGDMDZ2RkvL68ixUtLS8v1+vwv+W/vvSAIwg8g64EdyKwBvHLlCnXr1gWgYsWKtGjRgqNHjxIcHEyHDh3yjVXYpA2gXr16JCYmAlCzZk1q1qyJlpYWixcvzvchqfw0aNCAhIQEHj58KE27evVqnsufOXOGZcuW0aRJE4YNG8a2bdvo1q0be/bs4eeff86x/uvXrzEzMyM0NDTXeNeuXZP+n5aWxrVr12jYsOFH7UuWY8eO8ebNGzZv3sygQYOwtLQkISEBKHiUiMKev4L2tV69eiQkJMg9JJWSkiL3XqlVqxb6+vocOHCAoKAguW19zLkuaL91dXVJSEggMjJSWuf+/fu8evXqo7dboUIFVFRUiI+Pl6ZltR7Ur19fbtlbt26hra2dZ0KsrKwsbTO3v48xf/58Dhw4QEBAAAEBAfj6+gKZD2a6ubkVKVZGRgZJSUlUqVLlo8ryoxCJrCAIQjHn6+vL/v37uXfvHpMnT+b169f06NFDmu/i4oK/vz/Jycm0atUq31hqamo8fPiQ2NjYArdrZmZGs2bNGDVqFKGhoTx48IBJkybxzz//oKOj81H7YmpqSqNGjRg7dixXrlzh0qVLTJ8+Pc/lVVRUWLZsGX5+fkRFRREeHk5ISAh6enrUrl2bNm3a4OnpSWhoKPfu3cPd3Z0yZcrINcFnt3btWg4dOsS9e/fw8PDg5cuXdO3a9aP2JUuFChV4/fo1R44cISYmhuDgYKZMmQJQqHFAC3P+CtrX5s2bo6+vz59//klYWBi3b9/G3d2dpKQkuf1zdnbm77//pkSJElKtIXzcuS5ov5s3b06TJk0YN24cV69eJSIignHjxgH/f0NV1O0qKCjQuHFjuZu7O3fukJGRkWsim9/oA1+ChoaGXDKcNSqBhoZGkVtKbt68SXp6ep7v5f8KkcgKgiAUc0OHDmXNmjU4OTnx4MED/v77bypWrCjNb9WqFSVLlsTBwSHX5u/s+vbty8mTJ3F0dCxwfE0FBQWWLVtG3bp1GTp0KB06dODhw4f4+vpKtXxFpaSkxJo1a9DU1KR37964ubnRt2/fPJc3MTFh5syZ7NixA3t7e4YNG4axsbH0a0izZ8+mSZMmDB06lC5dupCamoqvr2+ex6FLly6sXLmSDh06EBkZiZ+fX65jfRZFu3bt6NOnjzQcmre3N0OHDqVmzZqF+vGJwp6//PZVQUGBpUuXUrt2bQYNGkTXrl1JSEhgy5Ytcn1U7ezsSEtLw8HBQa67wsec68Lst4+PD+XLl8fV1ZWhQ4fi6OiIgoKC1J3kY7ZraWkp90tZt2/fplSpUjlqUb9FIvs5XbhwgQYNGlC9evVvXZRvSkFWULuGIAiCUKwlJCTQokULtm/fTqNGjb51cb5burq6zJ07Fycnp29dFDk/6vmLj48nIiKCFi1aSP28nz9/joWFBZs3b8bIyOij47Zp04YdO3bk2f/1R+Dk5ETv3r1z7Wv9XyJqZAVBEH5QCQkJHDlyhAkTJtC4ceMfKgn6L/jRz5+SkhJubm4sWbKEqKgobt68iYeHBzVr1sx3pIqCVKxYkd69e+Pn5/cZS/t9uXDhAu/fv//ubrq+BZHICoIg/KBSU1OZOHEijx49YsaMGd+6OEIR/ejnr1y5cqxcuZLz58/Tvn17evXqhbKyMmvXrs13pIrCGDp0KJcvX853GLjibOHChcyaNavA0Sr+C0TXAkEQBEEQBKFYEjWygiAIgiAIQrEkEllBEIR8yGQykpOTCxzvUxAEQfj6RCIrCIKQj5SUFK5evVqo8T6/F9kH9S8uRJm/vOJWXiieZRa+LpHICoIg/GDev3//rYtQZKLMX15xKy8UzzILX5dIZAVBEARBEIRiSSSygiAIPxhDQ8NvXYQi+1JlTktL+yJxBUH4PogByARBEArB29ubd+/efetiCEU0ZcqUb10EQRC+IFEjKwiCIAiCIBRLIpEVBEEQBEEQiiWRyAqCIAiCIAjFkkhkBUEQBEEQhGJJJLKCIAiCIAhCsSQSWaHYiYqK+tZFEIoB8T4R8vP8+XPc3d2xsLDA0NCQXr168e+//8ot061bN3R1deX+unfvnm/cw4cPo6ury82bN+WmR0ZG0rhxY6ytraVp0dHROeJn/VlaWuYa38fHJ891fHx8AAgODsbKygp9fX1GjhwpN9rGxYsX0dXVJTQ0VC7uyJEjcXR0FMOVCcWOSGSF78bLly+ZOnUqLVu2pFmzZlhYWPDXX3/x9OlTaZl58+axbNmyj95Gr169pA97Dw8PPDw8Prnc2YWGhqKvr/9R6/r7++f55WVtbY2/v/+nFO2rKMw5/FiBgYHY29sXatktW7YwYcKET96m8GPKyMhg6NCh+Pv7o6amRt26dblw4QJ9+/YlMjISAJlMxq1btyhVqhRt2rSR/oyNjfOMm5yczMyZMzEyMqJ+/frS9NjYWIYOHUpqaqrc8h/GbtOmDbVr1wZAV1c3123UqVMnxzolS5aU1snIyGD8+PHUq1eP9evXc+TIEbZv3y6tv2jRIiwsLDAyMpKL2717d27dusWWLVuKcCQF4dsT48gK343Ro0ejrq6Ov78/lStX5vnz58ycOZPffvuNffv2oaysTFxc3GfbnpeX12eLlcXIyIjw8PDPHre4KMw5/FiOjo44OjoWatnP+T4RfjzXr18nIiICLS0tDhw4gLKyMqNGjeLQoUPs27ePYcOG8fDhQ96+fYuxsTHLly8vVFx/f39iY2MZMWKENG3z5s0sWbKExMTEHMtXqlRJLvbbt29xcHCgQoUKzJgxI9dt2Nvby93QHT9+nODgYFxcXLCxseHFixckJSWho6NDw4YNAXj48CEAly9fJiwsjJ07d+aIa2ZmhqamJuvWrcPV1RUlJaVC7bMgfGuiRlb4boSFhWFra0vlypUBqFKlChMmTEBPT4+kpCSWLVvGvn372LdvH506dQIyayBCQkKkGMuXL6dXr17S6507d9KmTRv09fX566+/5JrYxo8fz/jx44HMGpr169dja2uLsbExffr04c6dO9Ky27Ztw8rKCiMjIxwdHQkICMh1H0JCQqSalJCQECwtLVm2bBkWFhaYmpoyatQoXr9+/UnHKXu5AZ4+fYquri7R0dHSMdmxYwfW1tbo6ekxfPhwrl69SteuXdHX16dTp048evQIgNTUVObOnUu7du0wMDDA3NycOXPmSLF79erF/Pnz6dGjB/r6+jg4OHDkyJE8y1bQOQRISEhg4sSJmJubY2ZmxsiRI+VqbM+cOUOnTp3Q19fHyspK+tL9sMb61KlTdOzYEUNDQ9q3b09QUBAAe/bsYdWqVYSGhmJubs6BAwcwMTEhJSVFWnfnzp04Ozt/1PEXir+qVauycOFC3N3dpZurrPdsQkICADdu3AAyrxF3d3cmTJgg91mTm4CAABQUFOTep4sWLQJgwIABBZbLx8eHmJgY3NzcqFixYoHLv3v3Di8vL9TV1fnzzz8BqFixImXKlOH27dvSPtSqVQuZTMaOHTto06YNTZs2zTVe69atefz4MadPny5w24LwvRCJrPDdsLe3l5r79+/fT1RUFFWqVGH27NlUrFiRYcOG0b59e9q3b8+uXbsKjHfu3DmmTZvGjBkzuHjxInp6ely5ciXXZTdv3syGDRvw9vbm7Nmz2NjY0LdvX169ekVUVBReXl6sWLGC0NBQxo4di5eXF69evSqwDDExMTx//pygoCB27dpFWFiYXDPfhx4/foyRkVGOv6wktbB27tzJrl27OHbsGCEhIQwfPpxZs2Zx5swZVFRUWLVqFQAbNmzg9OnTbNy4kUuXLrF06VL8/Pw4d+6cXKyJEydy4cIFbGxs8PDwkEsKsyvoHAJS4rpv3z6OHTuGmpoagwYNIi0tjXv37jF48GC6devGxYsXmTdvHjNmzMhRy33jxg2GDRvG4MGDuXDhApMmTcLd3Z3w8HA6dOjAoEGDMDIy4syZM1hZWSGTyThx4oS0fkBAgEhk/8OqVq2Kvb09VlZWAMTHx3Pw4EEAmjVrBmTW2kJmLaa/vz+7d++mT58+0nIfSkhIkGp5K1WqJE0fMWIER44coUWLFvmWKSEhgS1btqChoUHnzp0LtR/+/v7ExMTQrVs3aZuKiorMmjWL27dv06dPH2xtbenatStHjx7l0aNHuLm55RlPT08PyLyZFITiQiSywndj+vTpeHl58eLFC6ZNm4aVlRXW1tYEBgZ+VLzAwEBsbGxo3rw5ysrK9OjRgwYNGuS67NatWxk0aBD169dHRUUFV1dXKlSowOHDh1FUVERRUZGdO3dy+fJlfvnlF0JDQylTpkyhyjF8+HBKliyJtrY2JiYm3Lt3L89lq1WrRmhoaI4/LS2tIu17//79KVeuHFWrVqVevXpYW1tTp04dSpcuTfPmzaXEuHPnzqxdu5bKlSsTFxfH+/fvUVNTIzY2VorVtm1bGjVqhIqKCo6OjiQmJubZdF/QOYyKiuLChQtMmDCBihUroq6uzuTJk7l37x4REREcOnSIRo0a0alTJ5SVldHX12fr1q1Sv8Es27dvl2IrKSlhampK+/btc+3fp6qqip2dnVwZ/v3330J3UxB+bElJSfz+++/ExcXx888/Y2trC2S2JhgaGjJ9+nTpBlYmkzFz5kzS09NzxLl79y4ZGRnUqlVLbnqfPn0oX758geXYsWMH79+/p0ePHoXqgiOTydi0aROKior07NlTbp61tTXBwcGEh4ezZMkSVFVVWbJkCc2bN6dChQr069cPIyMj+vfvz/Pnz6X1sq6zrJpcQSgORB9Z4buhqKgo9f+SyWTcv3+fwMBAxo0bR5UqVTAzMytSvNjYWBo1aiQ3rUaNGrkuGxMTw5w5c5g/f740LS0tjZiYGKpXr8769evx9fWlX79+KCoq4uzszNixY1FVVS2wHFlNlgAqKipkZGQUaT8+RvYvTiUlJcqWLSu9VlRURCaTAZlNk9OnT+fixYtUrVqVBg0aIJPJ5MqYvfxZX7C5fZFnxc7vHGY9lJI9MS9dujQVK1bkyZMnPHv2jGrVqsnFzO3mIyYmhvPnz8s9sJKenp7jfGdxcXGhZ8+eJCUlsXfvXlq2bFmoplvhx5aYmEi/fv24du0a5cqVw9vbGxUVFSAzAe3Tp4+0bP/+/Vm+fDnPnz8nKioqR8L64sULALlrrSj27NkDICXSBfn333+5f/8++vr6aGpq5rtsYGAgDx48YMiQISxZsoTw8HCWLl3K8OHD8fHxkZ4XUFdXB0Qfc6F4EYms8F04deoUo0eP5uTJk5QuXRoFBQV+/vlnRo8ezalTp7h+/XquiayioqJcUpXVvw1AQ0MjR5P806dPqVevXo44GhoajBo1Cjs7O2na/fv3qVq1KvHx8QCsXLmStLQ0wsLCGD16NLVr18bV1fWT972oFBUV5Zr2s+9zFgUFhULFmjx5MmXLluXkyZOoqqqSkZGR71PZ+SnMOXRwcAAyhx36+eefAXjz5g1xcXFUrlwZTU1NTp48KRd327Zt1KxZU26ahoYGLi4ueHp6StOePHmSZ02Wnp4eNWrUICgoiEOHDjF69OiP2kfhx/HmzRv69+/PtWvXKF++POvWrZP7bIiJieHZs2c0bNgQVVVVFBQUpCQ3vyGq8rrJy8+TJ0948OABNWrUyNH6kJes5v+WLVvmu1xqaipLly7FyckJTU1NIiIiqFu3Lubm5tStW5eIiIgc64gHvYTiRHQtEL4LxsbGlC9fnjFjxkhN769evWLPnj08ePCAVq1aAVCiRAm5vqm1a9dm3759vH//nlu3bnHo0CFpXqdOnQgKCuLEiROkpaWxZ8+eHONEZunYsSMrVqzg4cOHyGQygoKCcHR05MaNGzx58oR+/fpx7tw5lJWVpRrDChUqfKGjkb/atWtz/vx5YmJiePPmDatXr/7oWElJSZQsWRJFRUVev37N3Llzef369UeNJVmYc6ihoYGFhQUzZ84kPj6e169fM336dKpXr46BgQH29vZcu3aNffv2kZ6ezqVLl5g7d26Omm8XFxf279/PuXPnkMlk3L17l+7du7Njxw4g5/sEwNnZmY0bNxIfH8+vv/76kUdM+FFMnDiRq1evUqZMGTZs2CA94Z9lyJAhdOvWTfpMuXz5MomJiZQvXz7Xlp0qVaoAH1ebmfUQWZMmTT77Ort37+bp06cMGzZMmpaVqCopKUmtM5A5fB7It8IIwvdOJLLCd6FkyZJs2bKFqlWrMmDAAPT19WndujUHDhxg/fr1Uu1du3btCA0NlQYV9/Dw4MaNG5iZmeHp6Sn3kIShoSFz5syRxnU8cuQI5ubmuW6/f//+ODg4MGDAAAwMDFi8eDFz5szB2NiYRo0a4eHhwdSpU9HX18fV1RVXV1fatWv35Q9MLrp164aBgQHOzs44ODhgbm7+0TUokydP5saNG5iYmNC2bVtev36NhYWF3IgNhVXYczhv3jyqVq2Ko6MjrVq1IikpiXXr1qGiokKNGjVYtWoVGzZswMTEBHd3dzw9PTEwMJDbloGBAbNnz2bu3LlSXz9nZ2eGDBkCZD59nZiYiKGhoTRShZOTE7du3cLBwUGqWRP+m7L6Y0NmV4AlS5YwdOhQhg4dyubNmwHo168fkJnw9u7dW3o9bNgwSpQokSNmgwYNUFZW/qgxk2NiYgCkayS727dvM3ToUKZMmSI3/fHjxwDUrVs3z7jJycksX76cTp06Sd15GjduzIMHD4iNjeXhw4dyifCDBw+kZQShuFCQZb8dEwRB+EGlpqZibm6On5+f3GD1BUlOTubq1asEBwfLDd8mFA8fJoAA8+fPZ82aNbku36lTJ2kM1z179rB27VoePXpE1apV6dOnj9zwfmFhYRgaGkqve/ToQVhYGCdPnkRDQ0MubkhICL1796ZGjRocO3ZMbp6XlxebN29mypQp9OjRo1Dr6evr8/btW/7991+p7/mH1q9fz8KFCzl27BgaGhqEhYWhpaXF2LFjuXLlCk2aNGH+/PlUrVpVrhwbNmygefPmucb82j48xoLwIZHICoLwQ8vqerB//34uXLjA1q1bi7S+SGSLt9wS2c/lwyRrz549jB8/njlz5nyXw7sVlBTa2NiQnp5OUFBQofvZf2kikRUKIroWCILwQ1NQUGDAgAEcOnRI7uEwQfjc7Ozs0NTU5MCBA9+6KEV27do1Hj16RL9+/b6bJFYQCkOMWiAIwg/v+PHj37oIwn+Aqqoq48aN448//uDhw4c5huj6nm3YsIG6devSrVu3b10UQSgSkcgKgiAIwmdiZ2cnN4xfcTF37txvXQRB+Ciia4EgCIIgCIJQLIlEVhAEQRAEQSiWRNcCQRCEQnBzcyvUTxIL35e0tLQ8f/FNEITiT9TICoIg/GDCwsK+dRGK7EuVWSSxgvBjE4msIAiCIAiCUCyJRFYQBEEQBEEolkQiKwiCIAiCIBRLIpEVBEEQBEEQiiWRyAqCIPxgiuNv039Y5rS0tG9UEkEQihPxOKcgCEIheHt78+7du29djP+MKVOmfOsiCIJQDIgaWUEQBEEQBKFYEomsIAiCIAiCUCyJRFYQBEEQBEEolkQiKwiCIAiCIBRLIpEVBEEQBEEQiiWRyAqCIAiCIAjFkkhkhc/G0tKSJk2aoK+vn+Pv1q1bnxzfw8MDDw+Pz1DSotPX1yc0NPSbbLsoxo8fz/jx43NMDwwMlM5Fs2bN0NXVpVmzZtK0wMDAj9qej48PvXr1+tRif/XYQvH1/Plz3N3dsbCwwNDQkF69evHvv//muqy7uzu6urrs3bu3wLiHDx9GV1eXmzdvyk2PjIykcePGWFtb57nulStXaNiwIZaWlvlu4+HDhwwePBgTExOaN2/O9OnTef/+vTQ/ODgYKysr9PX1GTlypNxwbxcvXkRXVzfH59DIkSNxdHQU4+4K/1liHFnhs/L09MTFxeWLxPby8voicQsjPDz8m237c3B0dMTR0RGAp0+f8uuvv7J//360tLS+cckEofAyMjIYOnQoERER1KpVi+rVq3PhwgX69u3L3r17qVGjhrTshg0b8Pf3L1Tc5ORkZs6ciZGREfXr15emx8bGMnToUFJTU/NcNyUlhQkTJpCenp7vNhITE3F1deXFixcYGxtz7949Nm7cyJMnT1i2bBkZGRmMHz8eIyMjFixYQJcuXTAwMKBv374ALFq0CAsLC4yMjOTidu/enb59+7JlyxZ69+5dqP0VhB+JqJEVvipdXV38/PywtbXFwMAAV1dX7ty5I80/ceIEDg4OGBoa0q9fPyZPnizVMGavbRw/fjweHh4MHDgQfX19rK2t2bx5sxTn9evXTJkyhZYtW/LLL7/w119/8fLlS2l+REQEPXv2xNjYGFtbW7Zt2ybNGz9+PCNHjsTW1hYzMzNiY2PR1dUlJCTkk/fhQ8+ePWPUqFFYWlqip6eHjY2NXO1RQdsKDg7G3t6eZs2aMWjQIBISEj7qvDx//pwxY8bwyy+/0LJlS2bMmCFXU7R//34cHBzQ19fH3t6e4OBgad6bN2+YOHEi5ubmmJmZsXTpUmmepaUlK1euxMnJCX19fVxcXLh48aI0/9atW/Tv3x9jY2Nat27N3LlzSU5OzrWMQUFBODs7Y2BggJ2dHbt375bmvX37lgkTJmBkZISlpSV+fn40bNiQ6Oho6X2S3Z9//snMmTM/6lgJ387169eJiIhAS0uLAwcOsH37dtq1a8fbt2/Zt28f8P+1nkU5v/7+/sTGxuLs7CxN27x5M46OjnLXW26WLVvG7du3C9xGQEAAL168oGfPnmzatImAgABKly5NUFAQ165dIz4+nqSkJHR0dGjYsKG0L5D5mRIWFoabm1uOuGZmZmhqarJu3boCk2lB+BGJRFb46g4ePMjGjRs5efIkJUuWZP78+UBmE97w4cMZOHAgISEh9OzZM98aFX9/f/r06UNoaCgDBw5k5syZPH/+HMhsUoyOjiYgIICjR4+SkZHBmDFjgMxalr59+9KuXTvOnj2Lt7c3K1eu5MCBA1LsM2fOsGLFCo4cOYKGhsYX24dJkyZRqlQpDh48yKVLl+jevTtTpkzhzZs3BW7r/v37uLm5MXToUEJDQ+ncuTOnTp0q7GmQZGRkMGTIEFRUVDh69Ch79uzh7t27UiJw/vx53N3dGTt2LGFhYYwePRo3NzceP34MZCYXZmZmnD59moULF7J06VIiIiLkztOSJUs4d+4c9evXx9PTE8isoerduzeNGzfm9OnTbNq0ifPnzzN79uwcZTx//jyjRo1i+PDhXLx4ES8vL+bMmcOhQ4cAmDFjBvfv3+fw4cP4+/tz8uRJ6UvdxcWFM2fOEB8fD2Qm3kFBQXTo0KHIx0r4tqpWrcrChQtxd3dHWTmzQbFy5coA0k3c8ePH+eeff7Czs6NRo0aFihsQEICCgoJc14BFixYBMGDAgDzXe/DgAb6+vjRo0KDAbTx69AiAevXqAaChoYGuri6Q+f6uWLEiZcqU4fbt29y4cQOAWrVqIZPJ8Pb2pk2bNjRt2jTX2K1bt+bx48ecPn26EHsrCD8WkcgKn5WnpydGRkZyfz169JBbpnfv3lStWhV1dXVsbW25d+8ekFnr17hxYxwdHVFWVsbS0jLffmnNmzfH3NwcJSUlnJ2dSUtL49GjR8TFxXH06FEmTpxIxYoVUVdXx93dndOnTxMZGUlgYCD16tXD1dUVFRUV6tevT69eveRqdJs1a0adOnUoW7Zsrtv+XPvg5eXFpEmTKFGiBE+fPkVNTY13797J1R7nta2DBw/SpEkT7O3tUVZWxsrKitatWxdwhnK6evUqN27cwMPDA3V1dSpVqsSYMWPYtWsXKSkp7N27FxsbG3799VcUFRWxsrJiy5YtlCtXDgAdHR0cHBxQUFDAzMyMypUrSzVJAJ06daJmzZqULFkSe3t7qfxBQUGoqKjg5uaGqqoq1atX548//mD37t1kZGTIldHf3x9ra2usrKxQUlLCyMiI7t27s3PnTlJSUti/fz8jR46kcuXKlC9fHnd3d2ndZs2aUbNmTelG5ciRI9SsWbNQyYfwfalatSr29vZYWVkBEB8fz8GDB4HM8wzQoEEDNmzYwKJFi1BTUyswZkJCglTLW6lSJWn6iBEjOHLkCC1atMh1vdTUVFatWkXJkiWZPHlygdvR1NQEMq83yGxFiIyMBODx48coKioya9Ysbt++TZ8+fbC1taVr164cPXqU69ev51obm0VPTw/IvAEXhP8a0UdW+KymTJlSYB/Z7F8WysrKUtLy9OlT6cM+i5aWFi9evMg1TlZNDICKigoA6enpxMTEANClSxe55VVVVYmKiiImJoZr167J9TXLyMigfPnyucb+kvsQHR3N/PnzefDgAdra2tSqVUsqT0Hbio2NzbGtGjVqFLl7QXR0NOnp6fz6669y05WUlIiJieHZs2dSU2eW7DVDWQltlhIlSsg9eJL9WGYvf1xcHNWqVUNR8f/vp7W0tEhOTiYuLk4uZlxcXI7EU0tLiyNHjvDy5Uvev3/PTz/9JDcvO2dnZwIDA+nVqxcBAQGiNvYHkJSUxO+//05cXBw///wztra2AJiamhYpzt27d8nIyJCuvSx9+vTJd73ly5cTGRnJtGnTcm21+ZCTkxMrVqxg586d3L17l2fPnknv86xuPNbW1nI3vhkZGSxZsgQ7OzsqVKhAv379iIiIQE9Pj9mzZ1OlShUAateuDSDV5ArCf4mokRW+G9WqVZOaq7M8efKkyHGyvlQOHz5MaGgooaGhhISEsGvXLoyNjdHQ0KB58+bSvNDQUI4ePcqmTZukGAoKCl98H1JTUxk0aBAODg6cP3+eXbt2SQ92FIaGhgbR0dFy054+fVrkMmtoaFCqVClCQkKk43Hq1CkCAgKoUaMGmpqaOfZh9erVXL9+vcjbyi7rWGVP2iMjI1FRUcmRHFerVi3HvkZGRlKlShUqVaqEqqqq3HH/8Bw4Oztz7do1Ll++THh4uPTgm1A8JSYm0rdvX65du0a5cuXw9vaWbmaLKusmM6/Wl9zcuHGDNWvW0LBhQzp37lyodTQ0NFi3bh1Nmzblzp07NGrUiFatWgFQqlSpXNcJDAzkwYMHjBgxgiVLlhAeHo63tzeXLl3Cx8dHWk5dXR0gxw2gIPwXiERW+G44Ojpy/fp19u7dS3p6OmfOnOHIkSNFjqOhoYGFhQWzZs3i5cuXpKSk4O3tTc+ePUlOTsbBwYGwsDAOHDhAeno6T548oX///nIPKX2NfUhJSeH9+/eUKlUKBQUFHj9+zLx58wAKNZSOk5MTt27dYufOnaSlpXHq1CmOHTtW5DI3bdqU6tWrM2/ePN69e8ebN2+YOnUqQ4cOBTKTwGPHjnHu3DkyMjIICgpixYoVRfriz02rVq2k/n8pKSnExMSwaNEi7O3tKVGihNyyLi4uBAUFERQURHp6OqGhoWzbtg1nZ2cUFRVxcXFh6dKlvHjxglevXknHMUvVqlUxNzfH09OTFi1aULFixU8qu/DtvHnzhv79+3Pt2jXKly/P+vXrpX6nn6IoD0oFBQWRmprK9evXqV+/Pm3atAEgJiZG7sHQDzVr1oydO3cSFhaGj48PKSkpAHKjLWRJTU1l6dKlODk5Ubt2bSIiIqhbty7m5ubUrVtXrh96FiUlpULvgyD8KEQiK3xWU6ZMyXUc2Z07dxa4brVq1Vi8eDHLly/H2NiYdevWYWZm9lE1LfPmzUNVVRUHBwfMzMwIDw9n3bp1lClTBm1tbVavXs2mTZto3rw5nTp1wsDA4LOMUVuUfVBTU2PmzJksW7YMfX19+vTpg7m5ORUrVuTu3bsFbktbW5uVK1eyadMmDA0NWbFiRb79cfOioqLCqlWrePz4MW3atKF169YkJibi6+sr9UedNWuWNDyRj48PS5cu/eShu8qUKcPff/9NREQEFhYWdO7cGSMjI6ZOnZpjWX19fRYtWoSPjw9GRkZMnDiRUaNG0bFjRwDGjh2LtrY21tbWODk5SQ/RZD/uLi4uXL9+/YsNDyd8HRMnTuTq1auUKVOGDRs25Oj2UlRZzfNFqc2sU6cObdq0wdDQkDZt2mBubg5AyZIladOmDRUqVMixzrlz52jTpg0jR44EMkcKuXz5MgAWFhY5lt+9ezdPnz5l2LBh0rSsRFVJSQmZTCZNz+pTX1CXKEH4ESnIsl8NgvANPXnyhJcvX8qN4zhy5Ehq167N6NGjv2HJCu9H2Ifi6OLFizRo0EBqYr19+zZOTk5cvnwZVVVVIHPQ+kGDBnHixIki3RwlJydz9epVgoOD5QaoF76sKVOm5JgWEREhNeVXr15d7jozNzfH1dVVbvlevXpx4cIF5s6di5OTU67befPmDSYmJmhqahIUFJRjfkhICL1796ZGjRo5WjzCwsIwNDQkOjqaNm3aUL16df73v/8Bme/BxYsXU6VKFTw9PUlMTMTGxoaXL19iYGBAVFQUz58/p2PHjjmGCktOTsba2hpLS0vpxm7ChAkEBwcTGBiIk5MTVlZWTJ8+HchMeidMmMDAgQP5448/8jymWeUtTopjmYWvS9TICt+NuLg4unfvLv2yTlZfzZYtW37jkhXej7APxdHff//NnDlzSElJ4c2bN6xatQozMzNUVVV5/fo1t27dYsmSJXTu3Pmj+1IK397Ro0el/8fExBAcHCz9fWyfbTU1NfT09IiKiiI2NvZzFZWEhASCg4M5e/YsAOXLl2f58uU0btyYa9euoayszLBhw3L9oZetW7eSmJjIkCFDpGlubm7o6urStm1bdHR0pJpdgGvXrgFINcOC8F8iamSF78rmzZtZt24dcXFx/PTTTwwaNEhukPLi4EfYh+Lm8ePHeHp6Eh4ejkwmw9zcnEmTJlG5cmXu3LlDly5daNq0KcuXLy/UkEzZiRrZbyO3GtkvZc+ePYwfP545c+YU6Vr9XmoLbWxsSE9PJygoKN8HVb+X8hZFcSyz8HWJRFYQBCEfIpH9Nr5mIpucnIytrS316tVjzZo1hV7ve0iyrl27houLCx4eHjm6VnzoeyhvURXHMgtfl+haIAiCIPynqaqqMm7cOE6fPi33Yx7FwYYNG6hbty7dunX71kURhG9C/CCCIAiC8J9nZ2eHnZ3dty5Gkc2dO/dbF0EQvilRIysIgiAIgiAUS6JGVhAEoRDc3NykobyELy8tLQ1lZfEVJQhC/kSNrCAIwg8mLCzsWxehyD4ss0hiBUEoDJHICoIgCIIgCMWSSGQFQRAEQRCEYkkksoIgCIIgCEKxJBJZQRAEQRAEoVgSiawgCMIP5nv7JaS0tLRvXQRBEH5Q4rFQQRCEQvD29hY/UfuRvubPzQqC8N8iamQFQRAEQRCEYkkksoIgCIIgCEKxJBJZQRAEQRAEoVgSiawgCIIgCIJQLIlEVhAEQRAEQSiWRCIrCP8BKSkpxMbGfutiCIIgCMJnJRJZ4aPp6uqiq6tLZGRkjnmzZ89GV1cXf3//j4rt4+NDr169AAgMDMTe3v6TygrQq1cvfHx8PjlOYYwfP57x48fnOs/f3x9LS8tc51lbW3/0McsuJCQEXV1d6bWrqytnzpzJdV5h7N69G2dnZ/T19TE0NKRHjx4cP368UOt6eHjg4eFRpO0J/y1JSUkMHDiQhg0b5pi3YcMGbG1t0dPTw9bWls2bNxcY7/Dhw+jq6nLz5k256ZGRkTRu3Bhra2u56ampqSxduhQrKyv09PRo3749AQEB+W7j4cOHzJ8/H1NTU0xNTRk6dChRUVHS/ODgYKysrNDX12fkyJFyQ7ddvHgRXV1dQkND5WKOHDkSR0dHMe6uIBSBSGSFT1KhQgUCAwPlpqWlpbF//35Kly79Wbbh6OjIgQMHPkus/6q4uLiPXnffvn0sXLiQqVOnEhYWxrlz5+jSpQvDhw/n4sWLBa7v5eWFl5fXR29f+LG9evWKYcOG8fr16xzzdu3axcyZM3ny5AkGBgbExcXh5eXF3r1784yXnJzMzJkzMTIyon79+tL02NhYhg4dSmpqao51Fi5ciI+PD2/evMHAwIAHDx7w119/5fm5k5KSwoABA7h06RKVKlWievXqBAcHM3DgQNLS0sjIyGD8+PHUq1eP9evXc+TIEbZv3y6tv2jRIiwsLDAyMpKL2717d27dusWWLVsKPG6CIGQSiazwSRwcHHJ8qZw8eZLatWtTuXJlaVpKSgqLFi3C0tJSqr148uSJNP/SpUt07NiRZs2a0a1bN6Kjo6V5H9Zg7t+/HwcHB/T19bG3tyc4OBjIrFWZO3cu7dq1w8DAAHNzc+bMmVOo/Xj27BmjRo3C0tISPT09bGxs5PZLV1cXPz8/bG1tMTAwwNXVlTt37kjzg4ODsbe3p1mzZgwaNIiEhIRCHsG8ZWRksH79emxtbTE2NqZPnz5y2wwPD6d3795YWFjQtGlTunbtytWrV3PE6devH48fP2bKlCnMnj1bmu7r6yvVGI0ZM4Y3b97kWo6wsDDq169Ps2bNUFRUpESJEjg7OzNkyBBevnwpLefn54e1tTX6+vp07NiRsLAwQL52uqB9Kug4nzlzhk6dOqGvr4+VlRU7d+6U5p06dYqOHTtiaGhI+/btCQoKkuaFhobi4uKCoaEh1tbWzJkzh4yMjEKfC+HLOHjwII6Ojly4cCHX+f/73/+AzFr9devWsXTpUgCOHTuWZ0x/f39iY2NxdnaWpm3evBlHR0e591KW9PR06X20fft21q1bx4QJEwDYsWNHrtu4d+8ekZGRVKlShcDAQPz9/TE2Nub+/fvcvXuX+Ph4kpKS0NHRkWqZHz58CMCJEycICwvDzc0tR1wzMzM0NTVZt24d6enpee6jIAj/TySywidp1aoVSUlJXLp0SZrm7+9Px44d5ZZbuHAhJ0+exM/PjxMnTlCnTh2p9iIhIYFBgwbRrl07Ll68yNixY+WSkOzOnz+Pu7s7Y8eOJSwsjNGjR+Pm5sbjx4/ZsGEDp0+fZuPGjVy6dImlS5fi5+fHuXPnCtyPSZMmUapUKQ4ePMilS5fo3r07U6ZMkUvuDh48yMaNGzl58iQlS5Zk/vz5ANy/fx83NzeGDh1KaGgonTt35tSpU/lu7/HjxxgZGeX4y57Ab968mQ0bNuDt7c3Zs2exsbGhb9++vHr1iuTkZAYPHoydnR0nT57k/PnzaGpqMmvWrBzbWrt2LdWqVcPT01Ouu0NsbCwHDhzg0KFDXLx4Mc9aIFtbW86fP0///v3x8/Pj33//JSUlhWHDhmFlZQVkdj1YtmwZ8+bNIywsDCcnJ4YMGZLjl7Dy26eCjvO9e/cYPHgw3bp14+LFi8ybN48ZM2YQHh7OjRs3GDZsGIMHD+bChQtMmjQJd3d3wsPDARg7dixdunQhLCyMdevWsX///kK9L4Qva9WqVSQkJDBixIhc51esWBEABQUFAGQyGQBlypTJM2ZAQAAKCgpyN7+LFi0CYMCAATmWT09PZ9asWXh6elKjRg0AqlSpAkB8fHyu2yhfvrxUpuxlU1BQQF1dnYoVK1KmTBlu377NjRs3AKhVqxYymQxvb2/atGlD06ZNc43dunVrHj9+zOnTp/PcR0EQ/p9IZIVPoqKigr29vdSfLCEhgdDQUGxtbaVlZDIZ27dvZ8yYMWhpaVGyZElGjx7N48ePuXjxIsePH6d06dL0798fFRUVDA0NcyTCWfbu3YuNjQ2//vorioqKWFlZsWXLFsqVK0fnzp1Zu3YtlStXJi4ujvfv36Omplaoh5y8vLyYNGkSJUqU4OnTp6ipqfHu3Tu5GsfevXtTtWpV1NXVsbW15d69e0Bm4tWkSRPs7e1RVlbGysqK1q1b57u9atWqERoamuNPS0tLWmbr1q0MGjSI+vXro6KigqurKxUqVODw4cMoKyuzfft2unXrRlpaGk+ePKF8+fI8ffq0wH3NMnz4cFRVVfnpp58wMTHh0aNHuS5nZmbGnj17qFmzJlu2bKFLly6YmprKJfoBAQF07dpVqrXt1asXK1euRElJSS5WfvtU0HE+dOgQjRo1olOnTigrK6Ovr8/WrVupXbs227dvx8rKCmtra5SUlDA1NaV9+/ZScl6iRAmCg4M5ceIEFStW5MSJE5ibmxf6WAlfRo8ePThy5Ihc7Wl2w4cPR0dHBy8vL/r168fIkSOpVq0aQ4YMyXX5hIQEIiIi0NLSolKlStL0ESNGcOTIEVq0aJFjnRIlSmBtbU23bt2AzFaDrPeNvr5+rtvR1NRk7NixxMfH4+joKLVADBo0CC0tLRQVFZk1axa3b9+mT58+2Nra0rVrV44ePcr169dzrY3NoqenByD1aRcEIX/K37oAQvHn7OzM77//zqRJk9i3bx82NjaUKlVKmh8fH8/bt29xc3NDUfH/753S0tKIjo4mLi6On376SarZAKhRo4ZUk5Hds2fPcjwQklWz8fTpU6ZPn87FixepWrUqDRo0QCaTFaoJOTo6mvnz5/PgwQO0tbWpVasWgNy62b8YlZWVpXmxsbFoamrKxatRo8Yndy+IiYlhzpw5Uo0kZB6zmJgYlJSUuHDhAoMGDeLNmzfUqVMHFRUVqcaqMMqVKyf9X0VFJd8HTHR0dKQHthITEzlz5gzz5s3j3bt3zJ07l+fPn1OtWjVpeQUFBQwMDIq0T1nyOs7Pnj2T2wZAgwYNpLjnz5+X63OYnp5Oo0aNAFi/fj1Llixh0qRJJCQkYGFhwdSpU/npp5/yOULCl9a1a1cAuZaI7LL6s75//15K7OrWrYuycu5fXXfv3iUjI0O6frP06dOnUOWRyWR4eHhw9uxZVFVV6devX57LZl0vd+/eBaBUqVJy3amsra3lHirLyMhgyZIl2NnZUaFCBfr160dERAR6enrMnj1bqgWuXbs2QK6ff4Ig5CQSWeGTNW3alMqVK/PPP/+wZ88epkyZIje/QoUKlChRgnXr1km1DQB37txBS0uLI0eOEBMTQ0ZGhpTo5lWzqKmpKde3FmD16tVYWFiwaNEiypYty8mTJ1FVVSUjIwNjY+MCy5+amsqgQYMYPXo0rq6uKCgocPXqVfbt21eo/dfQ0ODkyZNy054+fYqqqmqh1s8v7qhRo7Czs5Om3b9/n6pVqxIREYGXlxfbtm2jcePGQGYXggcPHnzSNnPTqlUrRo4ciYuLC5DZrGpvb098fLz0AEtu52X+/PlSolKYfSqIpqZmjuO8bds2atasiYaGBi4uLnh6ekrznjx5grKyMikpKTx48IBp06ahrKzM3bt38fDwYObMmSxZsqRoB0P4qqZMmcLt27cZO3Ys3bt3Z/PmzSxYsIARI0awe/fuHMu/ePECgLJlyxZ5WxkZGUycOBF/f38UFBSYPn16joQ4y6VLl1i4cCEaGhps2bIFmUxG//79mT59Otra2rRq1SrHOoGBgTx48IClS5eyZMkSwsPDWbp0KcOHD8fHx0d6IFJdXR34tAc0BeG/RHQtED4LZ2dnli5dSnJyMs2aNZObp6ioSIcOHVi4cCGxsbFkZGSwefNmOnTowPPnz7G0tEQmk7Fs2TJSU1OJiIiQe4jnw+0cO3aMc+fOkZGRQVBQECtWrKBs2bIkJSVRsmRJFBUVef36NXPnzuX169cFDmWTkpLC+/fvKVWqFAoKCjx+/Jh58+YBFGoYHCcnJ27dusXOnTtJS0vj1KlT+T6MUlgdO3ZkxYoVPHz4EJlMRlBQEI6Ojty4cYOXL1+iqKhIyZIlAbh8+TJ+fn65PpENmTWu2fuhFoWjoyMLFy4kODiYlJQUUlNTuXr1Kjt27MDGxgaADh06sHPnTq5du0ZGRgabNm1i165dUh/HwuxTQezt7bl27Rr79u0jPT2dS5cuMXfuXFRVVXFxcZH6vcpkMu7evUv37t2lh3XGjBnD2rVrSUtL46effkJFRYUKFSp81PEQvp6sBwZdXV1RU1OThuS7evUqSUlJea73MQ9KTZ06FX9/fxQVFZkxYwaOjo4FlsvY2BgtLS20tbWl/uK5dQnIGt7LycmJ2rVrExERQd26dTE3N6du3bpERETkWOfDbjmCIORO1MgKn4WTkxOLFi3izz//zHW+u7s7S5YsoVu3brx8+ZLatWuzevVq6eGKv//+m6lTp/L3339Ts2ZNbG1tc61dNDIyYtasWcycOZOYmBi0tbVZunQpWlpaTJ48GQ8PD0xMTFBTU6NVq1ZYWFjk+qRydmpqasycORNvb2+mT59O5cqV6dy5M7dv3+bu3bt51spk0dbWZuXKlcyePZvp06fTqFGjHONUfoz+/fsDmQ+ovHjxgurVqzNnzhyMjY2RyWT06NEDV1dXMjIy0NbWxtXVlcWLF+f6gErHjh1ZtGgRt27dwsnJqUjlGD16NFWrVmXZsmWMHTuWjIwMtLS06NSpk9Rk6+joSFJSEmPGjOH58+fo6Ojg6+uLmppaofepIDVq1GDVqlUsWLCAqVOnUrlyZTw9PaUuDLNnz2bu3LlERkairq5Ohw4dGDJkCIqKiixfvpw5c+awatUqlJSU+PXXX/N8rwrfj7Jly/L+/XsiIiIwNTXl+vXrQGYzflbNZXZZzfNFrc3csmWL1LowY8YMqfUhL1ndcu7fvy895JU1Zm1WGbLbvXs3T58+ZdiwYdK0rERVSUmJlJQUaXpWv/zs3RQEQcibgqwoneoEQRD+Y5KTk7l69SrBwcE5RmEQCufD7kYfio6Opk2bNigpKUnJKsDKlStZtGgRpUuXplmzZvz777+8efOGfv368ddff+WI8+bNG0xMTNDU1Mx15JOQkBB69+5NjRo1pFaT9+/f8+uvv5KYmEjp0qUxMzOTlq9SpQqenp7cvn2bxYsXS68TExOxt7fnxYsX6OjooKioyM2bNylTpgz79++X63udnJyMtbU1lpaWTJ06FYAJEyYQHBxMYGAgTk5OWFlZMX36dCAz6Z0wYQIDBw7kjz/+KPxBLoSwsDAMDQ0/a8wvrTiWWfi6RI2sIAiC8F0aPHgw5cqVY/PmzVy6dAkNDQ1+//33XIfRgszWFT09PcLCwoiNjUVDQ6PAbVy4cIHExEQA3r59K41LDUgtRgkJCQQHB0uvy5cvz9atW5k8eTK3b98mLS0Nc3Nzxo4dm+MBwq1bt5KYmCg30oKbmxvR0dG0bduWJk2aMHLkSGnetWvXAMSoGoJQSKJGVhAEIR+iRvbTFVQjC5+v5m3Pnj2MHz+eOXPm5Dms1+fyJWoLbWxsSE9PJygoSG4kl8+hONZuFscyC1+XeNhLEARB+GHY2dmhqalZLH/W+tq1azx69Ih+/fp99iRWEH5UIpEVBEEQfhiqqqqMGzeO06dPSz8LW1xs2LCBunXrSj/OIAhCwUQfWUEQBOGHYmdnJzdWcXExd+7cb10EQSh2RI2sIAiCIAiCUCyJGllBEIRCcHNz++Rfa/uvSktLy/NnZQVBED6FqJEVBEH4wWT98tT3QiSxgiB8KSKRFQRBEARBEIolkcgKgiAIgiAIxZJIZAVBEARBEIRiSSSygiAIgiAIQrEkEllBEIQfzNf8Sc+0tLSvti1BEIQPiUdJBUEQCsHb25t3795962J8d6ZMmfKtiyAIwn+YqJEVBEEQBEEQiiWRyAqCIAiCIAjFkkhkBUEQBEEQhGJJJLKCIAiCIAhCsSQSWUEQBEEQBKFYEomsIHxDUVFR37oIxYI4ToIgCEJuRCL7Gejq6hISEvKti/HduXfvHuPGjcPCwgJ9fX1sbGxYsmQJKSkp37pon+Tx48fo6+vz+PHjT4pz48YN2rVrJ7328PDAw8PjU4v3xYWEhKCrq5vvMidOnKB///6YmppiZGSEi4sLAQEBhd5Gr1698PHxAeD48eP89ttvn1Jk4RtKSkrC1NSUhg0b5ph37949Bg4cSLNmzRg6dCgLFiwgPT0933iHDx9GV1eXmzdvyk2PjIykcePGWFtb57qeu7s7urq67N27N9/4sbGxjB49GkNDQ8zMzPjzzz+Jj4+X5l+6dAkHBweaNWvGzJkzefHihVwZGjVqlOO9PmfOHCwsLHj9+nW+2xYEoehEIit8EaGhoXTs2JEaNWoQGBhIeHg4y5cv5+TJkwwZMuRbF++TVKtWjfDwcKpVq/ZJcZKSkkhNTZVee3l54eXl9anF++Z8fX35888/cXFx4eTJk4SEhDBmzBhmz57NqlWrihwvPj6ejIyML1BS4Ut79eoVw4YNIzExMce8Z8+e4erqyokTJ6hXrx4Aq1evZs2aNXnGS05OZubMmRgZGVG/fn1pemxsLEOHDpW7nrLbsGED/v7+BZZXJpMxaNAgDh48SPXq1SlXrhz79u1jwIAB0ntwypQplChRgn379nHr1i1Wrlwprb9kyRJq1qyJo6OjXNzu3bvz4sUL6eZMEITPRySyX1hqaipz586lXbt2GBgYYG5uzpw5c6T5vXr1Yv78+fTo0QN9fX0cHBw4cuSINP/Ro0f07t0bAwMD2rdvz/Lly7G0tATA399f+n8Wa2tr6QP72bNnjBo1CktLS/T09LCxsZGrjcgvNsCpU6fo2LEjhoaGtG/fnqCgoELv9+TJk3F2dmb48OFUrFgRgLp167Jo0SJKlixJbGwsALdu3aJ///4YGxvTunVr5s6dS3JyMgA+Pj6MGTOGP//8EwMDA1q1akVQUBA+Pj788ssvmJqasnz5cmmburq67NixA2tra/T09Bg+fDhXr16la9eu6Ovr06lTJx49eiTF7tWrl1yZGzZsKNWsW1pasnLlSpycnNDX18fFxYWLFy8CEB0dja6uLtHR0QBcu3aNXr16oa+vT8uWLVmxYoUU09/fHxcXF0xNTTE0NGTYsGEkJCQQFRXFgAEDANDX1+f69euMHz+e8ePHA5CRkcGqVato06YNRkZGdO/enUuXLsntq5+fH7a2thgYGODq6sqdO3fyPB9r1qyhffv2GBkZYWpqiru7u1QzPn78eDw8PBg4cCD6+vpYW1uzefNmad1nz54xePBgDAwMaNOmDWfOnMlzO7GxsSxcuBBPT0/s7e1RVVVFSUkJCwsLvLy8ePz4MTKZrMD3bpaQkBCmTJki1YInJCTI1dZC5k1TVg1x1rmZMWMGxsbG0rUWGBiIg4MDhoaGdO7cmdDQ0Dz3Qfg8Dh48iKOjIxcuXMh1/rp160hISMDBwYGdO3cybtw41NXVuXz5cp4x/f39iY2NxdnZWZq2efNmHB0dc33/P3z4kMGDBzNz5sxClfn+/ftSrerevXvZu3cv6urqXL16lfv37wOZn5u1a9dGW1sbdXV16TPlzp07HDhwgJEjR6KoKP/VWqNGDQwMDNixYwdJSUmFKosgCIUjEtkvbMOGDZw+fZqNGzdy6dIlli5dip+fH+fOnZOW2blzJxMnTuTChQvY2Njg4eFBSkoKaWlpDBo0iJ9//plz586xaNEidu3aVehtT5o0iVKlSnHw4EEuXbpE9+7dmTJlCm/evCkw9o0bNxg2bBiDBw/mwoULTJo0CXd3d8LDwwvc7qNHj7h//z4ODg455mlra7Ns2TI0NDRITEykd+/eNG7cmNOnT7Np0ybOnz/P7NmzpeUPHjxIy5YtCQsLw8HBgZEjR5KcnMyJEyeYMWMG3t7eck38O3fuZNeuXRw7doyQkBCGDx/OrFmzOHPmDCoqKkWqEfT392fJkiWcO3eO+vXr4+npmWOZhIQE+vXrh6mpKSEhIWzYsIFNmzZx4MABIiIimDZtGp6enoSEhHDgwAHu3r2Ln58f2traUs1TeHh4jmbXZcuWsX37dpYvX865c+dwdHSkf//+UvKcdWw2btzIyZMnKVmyJPPnz891Pw4dOoSfnx9Lly4lNDSULVu28L///Y/AwEC5fe3Tpw+hoaEMHDiQmTNn8vz5cwBGjx5NiRIlOHnyJJs2beLEiRN5HrOTJ0+irKyca/OujY0Nnp6eKCgo5HPU5ZmamuLp6SnVgleoUKFQ66Wnp3P27FmGDh3K//73P7y8vJg6dSoXLlxgwIABDBgwQPS7/cJWrVpFQkICI0aMyHV+1mdg1g1NrVq1CAsLk6vh/FBAQAAKCgpyN0GLFi0CkG4Mszt+/Dj//PMPdnZ2NGrUqMAy//zzz4SFheHn54eCggIvX74kJSUFJSUlypQpA0DNmjV58OABUVFRvH79mpo1awKZv/ymq6uLra1trrEtLS15+/Yt+/fvL7AcgiAUnkhkv7DOnTuzdu1aKleuTFxcHO/fv0dNTU2qkQRo27YtjRo1QkVFBUdHRxITE4mLi+Py5ctERUXx119/oaqqSt26dfn9998LvW0vLy8mTZpEiRIlePr0KWpqarx7946XL18WGHv79u1YWVlhbW2NkpISpqamtG/fni1bthS43az+ZJUrV853uaCgIFRUVHBzc0NVVZXq1avzxx9/sHv3bqkZr27dujg6OqKgoIC5uTnp6ekMHDgQFRUV6cssJiZGitm/f3/KlStH1apVqVevHtbW1tSpU4fSpUvTvHlzuUSwIJ06daJmzZqULFkSe3t77t27l2OZ48ePo6qqyrBhwyhRogS1a9dmw4YNGBsbo6Ojw/79+2nSpAmvX7/m+fPnVKxYkadPnxa47d27dzNgwAB0dXVRUVGhe/fu6Orqyn0J9u7dm6pVq6Kuro6trW2u5QNo0aIFu3btombNmiQmJpKYmEj58uXlytG8eXPMzc1RUlLC2dmZtLQ0Hj16RExMDKGhofzxxx+oq6ujqamZZ2ICmee+XLlyqKioFLiPX1L79u1RUVGhTJkybN26le7du2NkZISSkhI2NjaYmJiwe/fub1rGH12PHj04cuSIXO1pdpGRkQBcvXqV1q1bM3jwYGbMmCG1yHwoISGBiIgItLS0qFSpkjR9xIgRHDlyhBYtWuRYp0GDBmzYsIFFixahpqZWqHIrKCigrq6Or68v7du3Jz09nbFjx6KhoQFkdi1ISUmhffv26OjoMHjwYK5evcqxY8dwc3PL80ZNT08PIN8WDUEQik75WxfgR/fu3TumT5/OxYsXqVq1Kg0aNEAmk8n1+cue8CkrZ56S9PR0YmNjqVChAiVLlpTma2lpFXrb0dHRzJ8/nwcPHqCtrU2tWrWAzGbrgmLHxMRw/vx5jIyMpGnp6emFqtWoWrUqAM+fP5e2md2LFy+kxL5atWpyzXBaWlokJycTFxcHQPny5aV5WcuVLVtW7nX2Y5l9eSUlJWnZrOVlMlmB5c/y4XnJrZ/m8+fP0dTUlPvyqlu3LgApKSn4+flx4MABVFVV0dHR4fXr14Uqw4sXL6hevbrcNC0tLbna5+xf5nmVDzL7/S1evJh//vmHcuXKUb9+fVJTU+XKkX1fs5LQrPcggKampjS/Ro0aeZa7atWqJCYmkpKSQokSJeTmpaam8ubNG7lz9KVk35+YmBguXLjA1q1bpWnp6emUK1fui5fjv6xr164Aed48vn//HoC1a9diaGjInTt38PPzQyaTMWnSpBzL3717l4yMjByfKX369MmzDKamph9Z+syuVYmJiZQrV07u+jYyMpJuKMPCwqhcuTJ//fUXzZo1w9jYGDc3N86ePUudOnWYNWsWderUAaB27dpAZmuXIAifj0hkv7DJkydTtmxZTp48iaqqKhkZGRgbGxdqXU1NTRISEnj37h2lSpUC4MmTJ9J8RUVF0tLSpNcymUx6qCI1NZVBgwYxevRoXF1dUVBQ4OrVq+zbt69QsTU0NHBxcZFrTn/y5ImUaOenevXq6OjocOjQoRz7Gh0djY2NDatXr6ZatWo8fvyYjIwMKSmNjIxERUVFSjKK0gxdlOU/PHZJSUkFPi2dm59++omnT58ik8mkbR86dAgFBQWioqI4deoUAQEBUmI1ePDgQsWtXr16jgQgKioKCwuLIpdxwYIFREdHExQUhLq6OpBZY1kYP/30k7Ttn3/+GSDfGuUWLVogk8n43//+R9u2beXmHThwgKlTp3Ly5Ml837sF+XDd3NbL/j7Q0NDA2dmZgQMHStOioqKkYyF8G6qqqrx9+5bu3bszdepUDh8+zJgxY9i5cycTJkzI0c80a3SA7DenX5KPjw9v377lt99+Y9asWWhqaubabSA0NJTTp0+zfv16Nm7cyOHDh1m+fDkzZsxgxowZ/P333wBS14Ssm3RBED4P0bXgM4mPj+fp06dyfxkZGSQlJVGyZEkUFRV5/fo1c+fO5fXr13JfxHlp1qwZderUkR6AevToEWvXrpXm16lTh2fPnnHy5EnS09NZv349r169AjJrA9+/f0+pUqVQUFDg8ePHzJs3D4C0tLQCY7u4uLB//37OnTuHTCbj7t27dO/enR07dhTqeEyePJldu3axfPlyEhMTycjIICIigqFDh0rN2K1atUImk+Ht7U1KSgoxMTEsWrQIe3v7HLV5n1vt2rW5ceMG169fJyUlhWXLlhU5aQb49ddfSUlJwdfXl9TUVO7du8eMGTOkc6+iooKKigppaWns3buXU6dOSU9WZ+1j1jnLrmPHjvj6+nLr1i1SU1PZunUr169fx87OrshlTEpKkh66Sk5OZu3atdy+fbtQ78Fq1aphYWHB3LlzSUpK4tmzZ/k+eV25cmVGjBjBlClTOHjwICkpKaSkpHD06FGmT5/OoEGDKFu2bL7v3Q+VKFGCt2/fSuWtXbs2//vf/4iPjyc+Pp4NGzbkuw8dO3Zk06ZNXL16FcisRXN2ds63r6/w5WXdJGU9qFelShUqVKjA+/fv872p+ZgbzqJISkoiLi6OsmXL8tNPP0n9vc+fP5/r8osWLcLExAQzMzMiIiKoVKkSbdq0oWnTpkRERORY/sMEXRCETyNqZD+TUaNG5Zh2+vRpJk+ejIeHByYmJqipqdGqVSssLCzyfcI8i6KiIt7e3kyePBlTU1Nq1KiBmZmZ9JBE06ZNGThwIBMnTiQlJQVHR0epBlRNTY2ZM2fi7e3N9OnTqVy5Mp07d+b27dvcvXuXWrVq5RvbwMCA2bNnM3fuXCIjI1FXV6dDhw7S0FmBgYFMmTIlz4e/TExM2LhxIytWrGDjxo28f/+eqlWr4uDgwIABA1BQUKBMmTL8/fff0hiLysrKODg4MHr06I85BUVibW3N2bNn6devH8rKyvTs2RNtbe0ixylXrhxr165l5syZrF69GnV1dX7//Xfs7Oz45ZdfuHPnDq1bt0ZVVZWGDRvSvXt3afQDXV1d9PX1adGihdxIBwD9+vUjPT2doUOHEh8fT7169fD19ZVqRYti9OjRuLu788svv1CqVCmMjY1p3759od6DkFmj6+npSatWrVBXV8fFxSXXL+gsgwYNQlNTEz8/P6ZOnUp6ejq1atVi0qRJUn/J/N67HzI2NqZixYoYGxvj7+/PoEGDmDhxItbW1lSuXJnffvstzyfjARwcHHjz5g3jxo3jyZMnVK5cGTc3tzz7bgpfh4mJCffv3+f8+fN0796dly9fkpiYiLq6ujTSSXZVqlQBvmyNZlBQEMOGDUNfX1/qinLlyhVAvitPln///Vd6gDJLVqKqpKQk130nKznP2g9BED4PBVlROg0KX9X79++5fPkyJiYm0ofjpk2b2L9/P9u2bfvmsfv27cv69es/qRyC8L1LTk7m6tWrBAcH8+7du29dnO/OlClT8p0fHR1NmzZtUFJS4vr169L0R48e4ezszNu3b2ncuDFPnjwhLi6OESNGMHz48Bxx3rx5g4mJCZqamrkOBRgSEkLv3r2pUaMGx44dyzG/V69eXLhwgblz5+Lk5ARkJsWTJ09GSUkJHx8f3r17h4uLC/fv30dHRwdFRUVu3rxJxYoV2bt3r9T/P0u7du3Q0tKSRiBZtmwZS5cu5fDhwwwfPpzKlSuzbt06ILNGt0+fPtjb27Nw4cICjuqXERYWhqGh4TfZ9scqjmUWvi7RxvEdU1FRYeTIkQQEBCCTyXjy5Anbtm2jVatW3zx2eHj4ZymHIAj/TTVr1mTDhg3o6+tz584dlJWV+eOPP/L8wRQ1NTX09PSIioqSG/XlU7x7947g4GCCg4MBKFWqFOvWrcPBwYEXL17w9OlTrK2t2bFjR44k9tixY9y/fx83NzdpWp8+fbC0tMTZ2RkVFRW5h9auXbsGgLm5+WcpuyAImUSN7HcuJCSEOXPm8PDhQ0qXLk2HDh0YOXLkZxne6EvGFoQfhaiRzV9BNbKFVZiatz179jB+/HjmzJnzXXQNKUpt4W+//cbly5c5ffp0oYcC+9yKY+1mcSyz8HWJPrLfOVNT00L9tOL3FlsQBOFzs7Ozw9vbmwMHDnwXiWxhvXjxgosXL9K7d+9vlsQKwo9KdC0QBEEQigVVVVXGjRvH6dOnefjw4bcuTqFt3ryZMmXKMHTo0G9dFEH44YhEVhAEQSg27OzsuHHjRq4/tvK9cnNz49y5c2LsYkH4AkQiKwiCIAiCIBRLoo+sIAhCIbi5uaGqqvqti/HdSUtLK9Qv/gmCIHwJokZWEAThBxMWFvbVtiWSWEEQviWRyAqCIAiCIAjFkkhkBUEQBEEQhGJJJLKCIAiCIAhCsSQSWUEQBEEQBKFYEomsIAiCIAiCUCyJRFYQBOEHU5jfpk9LS/sKJREEQfiyxLgpgiAIheDt7c27d+++dTE+mylTpnzrIgiCIHwyUSMrCIIgCIIgFEsikRUEQRAEQRCKJZHICoIgCIIgCMWSSGQFQRAEQRCEYkkkssIP4cWLF7x9+/ZbF0MQBEEQhK/oqyayly9fZsSIEZiZmWFgYICDgwPr168nIyPjaxbju6erq4uuri6RkZE55s2ePRtdXV38/f2/Qcm+Ty9evMDGxob4+PgCl125ciX6+vro6+ujp6eHrq6u9FpfX5/Q0NDPVq7Q0FD09fU/W7yvxdLSMs/3V0ZGBmvWrMHOzg59fX2MjY3p378/4eHhX6QsK1eu5Pfff/8isYX8JSUlYWpqSsOGDXPM27hxI3Z2dujp6WFra8u6desK/Bw/fPgwurq63Lx5E4CHDx8yePBgTE1NMTU1ZcGCBURFReUb448//pA+H7P+WrZsCWS+Nz08PDAyMqJFixbs2LFDbl13d3dsbW1JT0+XpiUkJNC0aVN8fX0LdUwEQfj+fLVE9sCBA/Tt25fmzZtz7NgxwsLCmDFjBps2bWLq1KlfqxjFRoUKFQgMDJSblpaWxv79+ylduvQ3KtX36f3797x586ZQyw4ePJjw8HDCw8P5+++/AaTX4eHhGBkZfbZyGRkZfbEE71tZvXo1/v7+LFmyhEuXLnHy5EmaN29Onz59ePTo0Wff3uDBg0WS8Q28evWKYcOGkZiYmGPepk2bmD59Ok+fPsXAwIBnz54xe/bsfM9TcnIyM2fOxMjIiPr165OSksKAAQP4559/qFSpEtWrVycsLIyBAwfmO77tzZs3UVBQoE2bNtJfixYtAAgKCmL79u1MmzYNW1tbPD09iYuLA+D+/fvs3buXESNGoKSkJMWrUKECbdu2ZdmyZcTGxn7k0RIE4Vv6KolscnIynp6eDBs2DFdXV9TV1VFQUEBPT4+5c+fy+vVr3r9/D2TWYnXv3h1DQ0Osra1Zs2aNdAc9fvx4pk+fzoABA9DX18fW1paLFy/i6emJsbExFhYW7Nq1C4Do6GgaNmzI7t27adWqFfr6+kyePJnQ0FDat2+Pvr4+ffv2lWrxMjIyWL9+Pba2thgbG9OnTx/u3Lkj7YOuri5eXl6YmpoyatQoAPbv34+DgwP6+vrY29sTHBwsLR8YGIiDgwOGhoZ07ty5yDV9Dg4O7N27V27ayZMnqV27NpUrV5amPXv2jFGjRmFpaYmenh42NjZy6+nq6uLn54etrS0GBga4urrK7Ze/vz8uLi6YmppiaGjIsGHDSEhIkOb7+vrSokULzMzM8PDwoFu3blJt3evXr5kyZQotW7bkl19+4a+//uLly5cAhISEYG1tzerVq/nll18wMjLCx8eHY8eOYWNjg76+PiNGjCAlJQWAlJQUFi1ahKWlJaampgwdOpQnT55I51JXV5cdO3ZgaWmJkZERv//+O7GxsaSnp+Pg4CAds6CgoCId5w/dunWL/v37Y2xsTOvWrZk7dy7JyckA+Pj40KtXL7nlGzZsSEhICJBZkzl58mR++eUXunbtSkhICLq6ukDmTYiXlxe//PILzZs3p2fPnkREREjnoFevXsycORMTExPMzMzYtm0bW7dupVWrVhgaGuY75md4eDi9e/fGwsKCpk2b0rVrV65evSqdB0tLS5YtW4aFhYX0/n39+jUAMpmMlStXYmFhgZGREXPmzJGrsfpQWFgYxsbG1K1bFwUFBUqVKsWAAQPo0qULL168AIp2LY0cORJLS0vpuoXM94KxsTGnT5/Occz9/PywtrZGX1+fjh07EhYWVqhtbtu2DSsrK4yMjHB0dCQgICDPffyvO3jwII6Ojly4cCHX+du3bwdg2bJlrFu3jsWLFwPkqAHNzt/fn9jYWJydnQG4d+8ekZGRaGlpERgYiL+/P/Xr1+f+/fvcvXs31xjv37/nwYMHaGpqsnz5culvxowZQGYNL0CDBg3Q0dEhLS2NmJgYAJYsWcLPP/+MnZ1djrgdOnTg7du3bNmypcBjIwjC9+erJLJhYWG8fPlSSjiyMzAwYOHChZQsWZL79+/z22+/4ejoyPnz51m6dClbt25l3bp10vLbt2+nf//+hIWF0bhxY/r06UPdunU5d+4cAwcOxNPTk9TUVADS09MJDg7m0KFDbN++nd27dzNjxgx8fX0JDg7m8ePHbN26FYDNmzezYcMGvL29OXv2LDY2NvTt25dXr15J23769CknTpzAy8uL8+fP4+7uztixYwkLC2P06NG4ubnx+PFj/ve//+Hl5cXUqVO5cOECAwYMYMCAAQU2m2XXqlUrkpKSuHTpkjTN39+fjh07yi03adIkSpUqxcGDB7l06RLdu3dnypQpcjWUBw8eZOPGjZw8eZKSJUsyf/58ACIiIpg2bRqenp6EhIRw4MAB7t69i5+fHwB79+7l77//ZsWKFZw4cYKKFSvK1TC6u7sTHR1NQEAAR48eJSMjgzFjxkjzIyMjefLkCSdOnGDBggUsXbqUbdu2sXPnTgIDAwkJCeHgwYMALFy4kJMnT+Ln58eJEyeoU6dOjtqZEydOSNt69uwZq1atQklJif379wOZNxZWVlaFPsYfSkxMpHfv3jRu3JjTp0+zadMmzp8/z+zZswsd48aNGxw9epQ1a9bITd+7dy/nz5/n0KFDnDlzBkNDQ+bMmSPNv3DhApUqVeL8+fOMGDECLy8vLl26xOHDh1m/fj07d+7M9WYoOTmZwYMHY2dnx8mTJzl//jyamprMmjVLWiYmJobnz58TFBTErl27CAsLk5KR3bt34+fnx5o1azh79iwqKio8ffo0z/2zt7dn165djBgxgm3btnHjxg3S09OZNGmS9GtSRbmWpk+fjouLi9zNV1BQEOrq6vzyyy9y2969ezfLli1j3rx5hIWF4eTkxJAhQ3j37l2+24yKisLLy4sVK1YQGhrK2LFj8fLykiuP8P9WrVpFQkICI0aMyHX+6NGjmTJlCs2aNQOgSpUqAPl27QkICEBBQQFLS0sAypcvj4KCAoD0b9b/1dXVc41x69Yt0tPTUVVVZcqUKYwdO5Zjx45J82vWrAlkXoO3b99GWVmZ6tWrc/PmTQ4fPoybmxuKijm/8oyNjSlTpgy7du1CJpPluQ+CIHyfvkoim/UBl70mMTf79u2jQYMGdO/eHRUVFXR1dRk8eDA7d+6Ulsmq0VJUVKR58+aULl0aV1dXlJWVad26NSkpKTx//lxafsiQIZQqVQodHR2qVKmCk5MTGhoaVKxYkWbNmhEdHQ3A1q1bGTRoEPXr10dFRQVXV1cqVKjA4cOHpVh2dnaULFmSsmXLsnfvXmxsbPj1119RVFTEysqKLVu2UK5cObZu3Ur37t0xMjJCSUkJGxsbTExM2L17d6GPmYqKCvb29lLNUUJCAqGhodja2sot5+XlxaRJkyhRogRPnz5FTU2Nd+/eSTWjAL1796Zq1aqoq6tja2vLvXv3ANDR0WH//v00adKE169f8/z5cypWrCglMnv27KFLly40btyYEiVKMHLkSOlLKy4ujqNHjzJx4kQqVqyIuro67u7unD59Wq5v74gRI1BRUcHCwgKA7t27U65cObS1talXrx7R0dHIZDK2b9/OmDFj0NLSomTJkowePZrHjx9z8eJFKdbAgQMpW7YsFStWpHXr1tJ+fC5BQUGoqKjg5uaGqqoq1atX548//mD37t2F7sdtbW2Nuro6ZcuWlZuuqqrK06dP2bNnD48ePcLNzY3NmzdL89XU1Bg4cCCKiopYWFiQnp5Ov379KFmyJE2aNKFq1arSezU7ZWVltm/fTrdu3UhLS+PJkyeUL18+RzI6fPhwSpYsiba2NiYmJtKx27t3L507d6ZBgwbSOa5QoUKe++fs7MymTZtQV1dn9erVODs788svv7Bo0SLppqOo15KLiwthYWFS7VlAQAAuLi45ko6AgAC6du1Ks2bNUFRUpFevXqxcuRIlJaV8t6moqIiioiI7d+7k8uXL/PLLL4SGhlKmTJnCnNL/nB49enDkyBGp9vRDlpaW9OjRg1KlSgGZ/WWBPPuDJyQkEBERgZaWFpUqVQJAU1OTsWPHEhsbi6OjIx07duTWrVsMGjQILS2tXONcv34dgAcPHrBt2zYCAwMZPny41KXB2tqaLl26MHnyZA4fPoyHhweVKlVi8eLFNGrUKM+bXGVlZRo2bMiLFy+4detW4Q6SIAjfja/yE7VVq1YF4Pnz51SrVi3H/BcvXlC5cmXi4uKoXr263DwtLS0eP34svS5fvrz0fyUlJbmEIevOPnvSkd/yioqK0h14TEwMc+bMkWorAbmmKSBHk/6HD0E0bdpUinXhwgWpthcya4fLlSuXY9/z4+zszO+//86kSZPYt28fNjY20pdHlujoaObPn8+DBw/Q1tamVq1aOY5B1pcHZH5oZ81TVFTEz8+PAwcOoKqqio6ODq9fv5aOydOnT2nbtq20rqKionT+so5Lly5d5MqjqqpKVFQUysqZb62spCirX1r25CHr+MfHx/P27dscNSZpaWlER0ejra2d7358LnFxcVSrVk2uDFpaWiQnJ0t97QqS182ag4MDycnJ7Nq1i/nz51OlShUGDhxI9+7dAShXrpz0/s3a/ofHKrf9VVJS4sKFCwwaNIg3b95Qp04dVFRUctQsZS+XioqKFOvZs2doampK85SVlXO9RrMzMDDAwMBAWv/48ePMmzcPRUVF3NzcinwtVatWDTMzMwIDA+ncuTNnz57NtSvFh58fCgoKUjny22b16tVZv349vr6+9OvXD0VFRZydnRk7diyqqqr57ut/UdeuXQFyvXH60LJly/D390dBQYEhQ4bkuszdu3fJyMiQPpuyZN34ZHUlUFVVzbeyo0yZMpiYmGBhYUG3bt04ffo0Y8aMwcfHBxcXFypWrMi0adOYNm2atM7ly5f5559/8PX1JSgoiNmzZ/P27Vt69OjB8OHDpeVq165NSEgI169fp379+gXutyAI34+vksg2a9aM8uXLc+jQIfr37y83LzQ0FFdXVw4ePEi1atXk+plCZvN0Vi0gyDdDFUZhl9fQ0GDUqFFyfaju378vJeEfxtLU1JT6cGZZvXo1FhYWaGho4OzszMCBA6V5UVFReTaZ5aVp06ZUrlyZf/75hz179uT4ck9NTWXQoEGMHj0aV1dXFBQUuHr1Kvv27StU/A0bNnDq1CkCAgKkL5DBgwdL86tVqyZ3EyGTyaR91tDQADKfRM5aNz09nXv37lGrVi2pC0Jhjn+FChUoUaIE69atQ09PT5p+584dtLS0Cp1Efqqs/c3IyJCSycjISFRUVChXrhyKiopyXR2SkpJy9CfNa38fPnxI06ZN6dixI2/evOHw4cNMmDBBerisqO/rLBEREXh5ebFt2zYaN24MwNq1a3nw4EGh1tfQ0JBLWGQyGc+ePct12Tdv3mBubs6qVaswNTUFMm9Su3Tpwv3796Uas6JeSwCdOnVi6dKllCpVChMTkxw3tJD7NTd//ny6du2a7zazWoRWrlxJWlqa1BWodu3auLq6Fuo4CTn5+PiwdOlSILO7QV4PSmb1nc5eiXDp0iUWLlxIzZo1Wbt2LTKZDFdXV6ZPn462tjatWrXKEcfBwUGue5q9vT0rVqzgzp073LhxA3Nz8xzrLFq0CENDQwwNDWnZsiXGxsY0adIEb29vzM3NpVrkrJvGr/VZIwjC5/NVuhaUKFGCiRMn4uPjw9atW3nz5g1paWmcO3eOP//8k86dO/Pzzz9jb2/P7du32bp1K6mpqdy6dUtqvvzSOnbsyIoVK3j48CEymYygoCAcHR25ceNGrss7Oztz7Ngxzp07R0ZGBkFBQaxYsYKyZcvSsWNHNm3aJD1wExYWhrOzMydOnChyuZydnVm6dCnJyclSn7QsKSkpvH//nlKlSqGgoMDjx4+ZN28eQL5P/mZJSkpCRUUFFRUV0tLS2Lt3L6dOnZL6GHfq1IkdO3Zw7do1UlNTWbVqlZTkaGhoYGFhwaxZs3j58iUpKSl4e3vTs2dP6eGowlJUVKRDhw4sXLiQ2NhYMjIy2Lx5Mx06dJDrJpKXEiVKAEgPMH2sVq1aIZPJ8Pb2JiUlhZiYGBYtWoS9vT0lSpSgdu3a3Lhxg+vXr5OSksKyZcsKnYAeP36c4cOHEx0djZqaGpUqVUJZWfmTm7dfvnyJoqIiJUuWBDJroPz8/KRzWJAuXbqwY8cO/v33X1JTU1m+fHmex1xNTY02bdowZcoUzp8/T3p6OsnJyVy4cIFDhw5hY2MDFP1aAmjTpg1xcXH4+fnRqVOnXJfp0KEDO3fu5Nq1a2RkZLBp0yZ27dpFxYoV893mkydP6NevH+fOnZOrcc6vC4WQv9WrV0tJ7IgRIxg0aFCB62S/6ct6SM/KygotLS20tbUxNjYG4MyZM7muHxsbS0REBElJSdK0rGs/t8+7c+fOcf78eUaNGsXDhw959eoVLVq0kLpnZT1smV32EQ0EQSgevkqNLICjoyPly5dn7dq1LF68mNTUVKpXr07fvn3p3bs3ANra2vj6+rJgwQLmz59PmTJl6Ny5s1wt4ZeSVVM8YMAAXrx4QfXq1ZkzZ4704fohIyMjZs2axcyZM4mJiUFbW5ulS5eipaWFlpYWb968Ydy4cTx58oTKlSvj5uYmJeQrV65k3759HDhwoMByOTk5sWjRIv78888c89TU1Jg5cybe3t5Mnz6dypUr07lzZ27fvs3du3dzNOXlts937tyhdevWqKqq0rBhQ7p37y71S7Wzs+PRo0cMGDCAjIwM2rVrR7Vq1VBRUQFg3rx5zJ8/HwcHB96+fUvDhg1Zt27dRyVn7u7uLFmyhG7duvHy5Utq167N6tWrqVGjRoFNnFWqVMHS0pKuXbvi4eGBmZkZ9vb2rFmzpkjDaZUpU4a///6bOXPmYGFhgbKyMg4ODowePRrI7IN39uxZ+vXrh7KyMj179pS6PRSkZ8+ePHnyhG7duvH69Wu0tLRYvHgxP/30U6HLlxsLCwt69OiBq6srGRkZaGtr4+rqyuLFiws1rq6DgwMJCQm4ubnx8uVL2rZtK420kJtZs2bh6+vLjBkziImJQSaTUadOHcaMGYOTkxNQ9GsJMhMSJycnAgIC8uzL6OjoSFJSEmPGjOH58+fo6Ojg6+uLmppagdv08PBg6tSpPHv2jDJlyuDq6kq7du0KPD5CTidOnGDhwoVAZt/r7E30ucnerz5LVjerK1euIJPJUFBQkIZvy94Cl93UqVP53//+x4gRIxg+fDgxMTHcuXMHFRWVXMe6zap1NTExkVoLlJSUpNaW7N1vsp4pKOg5DkEQvj8KMvGY5lcnk8no16+f3GgM36ObN29Srlw5uT6UzZs3Z8GCBbk2431PFixYgLW1tdRvWRA+VnJyMlevXiU4OJh379596+J8NvkN6QaZfWTbtGmDkpKSlAhCZpP+3bt3UVJS4tdff5VaJZSUlPDx8ckR582bN5iYmKCpqSkNj5eYmIi9vT0vXrxAR0cHRUVFbt68SZkyZdi/fz8//fQTfn5+nD9/nvbt29OuXTtCQkLo27cvMpkMQ0ND7t+/T3x8PH379sXd3V1um//884/0oHDTpk158+YNLVu2pF27dpiZmTFmzBi2bNkijbTRs2dPLl68yKFDh6hTp06hj2FYWJgUozgobuWF4llm4esSP1H7DRw7dizP5tPvyblz5xg2bBjx8fGkp6fj5+eHTCbL0cXhe/PmzRvi4+OlPqOCIHwe9+7dkx7OSk9P53//+x/BwcHSX27U1NTQ09MjKipK+tGB8uXLs3XrVtq1a8eLFy94/PgxTZo0YePGjVIrxfXr1wkODpb6e5uamrJixQoaNWrEtWvXUFFRYdiwYYwbN05ue1ndg1q3bi3dyGa1Xp09exYvLy8GDx4sJUfp6encvHmT6tWrU7t27c9/0ARB+KJEjayQp5SUFGbOnMnRo0d5//49urq6uLu7i1pO4T/lv1oj+znt2bOH8ePHM2fOnDyfefhWNW9hYWHSKAZ5jZ2b37rFqbawuJUXimeZha9L1MgKeSpRogRTp07l7NmzXLp0ia1bt4okVhCEIrOzs0NTU7NQzwV8bYcOHUJNTU0aCk8QhOJFJLKCIAjCF6Wqqsq4ceM4ffq09FOy34NXr17h7+/P4MGDxYNeglBMfbVRCwRBEIT/Ljs7O7lxfr8HZcqUkfsZcEEQih9RIysIgiAIgiAUSyKRFQRBEARBEIol0bVAEAShENzc3FBVVf3Wxfhs0tLSUFYWXwGCIBRvokZWEAThB5P1E7D5EUmsIAg/ApHICoIgCIIgCMWSSGQFQRAEQRCEYkkksoIgCIIgCEKxJBJZQRAEQRAEoVgSiawgCMIPpmHDht+6CIIgCF+FeGxVEAShELy9vXn37t23LkahTJky5VsXQRAE4asQNbKCIAiCIAhCsSQSWUEQBEEQBKFYEomsIAiCIAiCUCyJRFYQBEEQBEEolkQiKwiCIAiCIBRLIpEV/tNev35NfHz8ty6GIHxVSUlJmJqa5jpMV3BwMHZ2djRu3Bh7e3uOHz9eYLzDhw+jq6vLzZs38fHxQVdXN9c/Hx+fAmMtXboUXV1dli9fLk3LyMjAw8MDIyMjWrRowY4dO+TWcXd3x9bWlvT0dGlaQkICTZs2xdfXt8BtCoJQfIlEVihWLC0t8ff3zzF97969WFpaAvD48WP09fV5/PhxgfFsbGy4c+fOZy/nlxYSEoKurm6+yxw9erTQyUN+/P39pWP7tfXq1euTyy/Ie/XqFcOGDSMxMTHHvJs3bzJy5EgiIyNp3Lgxjx49YtiwYdy+fTvPeMnJycycORMjIyPq169PnTp1aNOmjdxfyZIlAQp8zx4+fJiVK1fmmB4UFMT27duZNm0atra2eHp6EhcXB/wfe/ce1+P9P3780TmrnJUSPmZbTqOUcsgpzalQJKYx5tScwjQaKyJnJqflTGvIIeRMGeaYEo1hyLGSnKLo3O+Pfl1f73WQjdH2vN9u79vqul6v1/W8Xu/39Hy/rtf1uiA2NpYdO3YwcuRINDQ0lDoVKlSgY8eOLFmyhMTExJJ0jRCiFJJEVvzrmJiYEB0djYmJySvL5v8x/DcKCgqiV69erF+/nvT09HcdjngP7Nmzh65duxIREVHo/p9++omsrCzGjBnDxo0bGT58OFlZWQQFBRXZZkhICImJiTg5OQHg4ODA0qVLlZerqytpaWl0796d9u3bF9pGUlISAQEBeHh4kJmZWWD/zZs3Aahbty6ffPIJWVlZxMXFAbBw4UJq165N586dC9Rzdnbm+fPnrF+/vrhuEUKUYpLIin+du3fvYmZmxt27d4G8S5WtW7fG2toaFxcXjhw5AkCHDh0AGDx4MIGBgUDeyI+TkxONGzemc+fObN26VWm3b9++jB8/ntatW9OuXTu8vb0ZMmSIyrHHjRvH9OnTC41rxYoVdOnSBSsrK2xsbPDy8iIjIwOACRMmKO1ZWFjw2Wef8fPPPyt179+/j7u7O40bN6Zdu3YcP3682D64fv060dHRjB07lkqVKrF9+3aV/XZ2dnz//fc0b96cXr16AXD8+HFcXFywsLDA3t6ezZs3K+WzsrKYM2cOrVu3xsrKiilTpiiXce/fv8/o0aOxs7OjUaNGtG/fnh07dih1k5KSGDt2LM2bN6dVq1b4+fmRlpam7C+uz1+Wk5PDsmXLaNeuHVZWVnz++eecPXtW2X/r1i369etH48aN6dKlC0uXLlVGkjt16qRyiTk3N5e2bdsSFhZWbD/+2yxbtozHjx8zcuTIQvfn96e1tTUATZs2BSA6OrrINrdv346amlqho/YvXrzA19cXfX19xo0bV2Qb58+f5+jRozRt2pRWrVoV2F+zZk0ALl26xB9//IGmpibVqlXj8uXL7Nu3Dw8PD9TVC/45a9KkCQYGBmzZsoXc3Nwijy+EKL0kkRWlzpQpU7CyslJ5FfUko1OnThEUFERwcDARERH07NmTKVOmkJOTw/79+4G8BLNfv36cOnWK0aNHM2LECM6cOYOvry+zZs1i7969SnsRERFs2bKFbdu20b17d44fP67MsU1NTSUsLAxnZ+cCcezdu5fAwEAWL15MZGQk69ev59ChQ4SGhiplQkJC+PLLL4mMjGTIkCFMnz6dpKQkAMaMGYO2tjZHjx4lKChIScaLEhQUROfOnSlfvjxubm6sXbu2wB/yS5cuceDAAVasWMH169dxd3end+/enDlzhjlz5uDn56ckMImJiVSoUIHw8HDWr1/Ptm3blP6bNGkSZcqUYc+ePZw9e5bPP/8cHx8fUlNTycnJ4euvv0ZLS4sDBw6wbds2rl27piT7JenzfEuWLCE4OJilS5dy8uRJunbtysCBA7l79y5ZWVkMHTqU2rVrc/LkSX744Qe2bNmi1HV2dlbp61OnTpGWlkbr1q2L7cd/mz59+rB//35l9PTP7t27B0D58uVV/pu//c8eP35MTEwMpqamVKpUqcD+kJAQ4uLi6N27d6H781WrVo0xY8awZs2aQst99tlnuLq68v3337Nv3z68vb2pVKkSCxYsoH79+tjb2xfarqamJvXq1ePBgwdcuXKlyOMLIUovSWRFqePj40NkZKTKa8qUKYWW1dbWJiUlhS1btnDp0iV69uxJeHh4oaM3ISEhfPbZZ9jb26OhoaGM+r08MtmyZUuqVKlC2bJlMTc3p2bNmuzevRuA/fv3U7NmTerWrVug7ZYtW7JlyxZq1qzJkydPePLkCeXLl1dJEJo2bUqLFi3Q0NDAycmJrKwsbt26RVxcHJGRkXzzzTfo6+tjbGxc5Iga5N3AtmPHDr744gsAnJycePDgQYHk97PPPkNfX5+yZcuyd+9e6tevj4uLC5qamlhYWLBhwwZq1aoFgIGBAQMHDkRTU5NPPvmEOnXqcOvWLQB8fX2ZNGkS2tra3Lt3Dz09PV68eEFycjIXLlzg0qVLeHt7o6+vT6VKlRg7dixbtmwhIyOjRH2eb+vWrQwePBgzMzO0tLT4/PPPMTMzY9euXZw7d447d+4wfvx4dHR0+Oijjxg0aJBSt1u3bly7dk1JZnbs2IGjoyNaWlpF9uO/Ua9evTAyMipyf/5IeX6/aGrmPcW8qEfzXrt2jZycHP73v/8V2Jebm0tQUBDq6urKZ7EodevWpUmTJoX+fwmgrq7O1KlTiYyM5NixY/Tq1Ytz587xyy+/MHr0aMLCwrC3t6d58+YsXrxYpW7+Z/j3338vNgYhROmk+a4DEOJtaty4Mf7+/gQFBbFixQr09PRwc3Pj66+/LvBH8+HDhwWSUFNTU2XkEaBy5coq+52cnAgNDaVv375s37690NFYyPujvmDBAn755RfKlStHnTp1yMzMVBklfbnt/EQiOztbuVHF2NhY2V+jRo0iz3n79u2kpqbi7u6ubHvx4gWrV6+mTZs2hR7v/v37BeYUv9wXZcuWRU1NTSW+rKwsIG8qx9y5c7lx4wbVq1dXkpqcnBzu3r1LdnZ2gZFPDQ0N4uLiStTn+R48eEC1atUKlI2Pj1dGjPNvKsrfl8/IyIjmzZsTGhrKiBEj2L9/v8ybLISOjg4vXrxQ3tv8/5YpU6bQ8g8ePADyPh9/dv78eWJjY7GwsFD57L4pP/zwA5aWllhaWtKqVSuaNGnCp59+ir+/Py1atMDCwgLI+xIG/+758EL8l0kiK/7VEhISMDQ0ZM2aNWRkZPDrr78yevRo6tevr5LUQd5NYvnzavPdvn2bKlWqKL+/nMxBXiK7YMECzp07R3R0NAsWLCg0jnnz5nH37l3CwsLQ19cHoEuXLiU6h6pVqwJw584dateuDRR9qRdg/fr1jB8/XqX9+Ph4XF1d+f3335Ull14+F2NjY44eParSzsaNG5W5iUXJzMxk6NChjBkzBjc3N9TU1Lhw4QI7d+4E8hLIMmXKcPr0aeWO8hcvXhAfH0+NGjVK1Of5qlWrVqDsnTt3sLW1xdjYmMePH/PixQsl6UpISFAp2717d+bOnUv9+vWpUaNGoSPn/3WGhobcunWL5ORkTE1NlZUN8j+DRXl52at8+fO4C5vz+nedPHmSU6dO8dNPP3Hz5k2ePXtGy5YtsbGxwd/fn5iYGCWRzffyigZCiH8PmVog/tUuXLjAoEGDuHz5Mtra2spl1QoVKgB5I4vPnj0D8hKdsLAwwsLCyM7OJjIyko0bNxY5nxDy/vC3aNGCKVOm0LJlSypWrFhouadPn6Kjo4OGhgbp6emsXr2aP/74QxnxKo6JiQm2trbMnj2bp0+fcv/+/SKXpDp58iR37tyhR48eVKlSRXk1atQIS0tL1qxZU2g9BwcHLl68yM6dO8nOzubs2bPMnj0bHR2dYmPLyMggLS2NMmXKoKamRnx8PHPmzAHyRvMaNmxItWrVmDNnDi9evCA1NZXJkyczbNgw4PX6vEePHqxcuZIrV66QmZnJhg0b+P333+ncuTPm5uZ8+OGHzJ49m/T0dG7dusXq1atV6tvb25OSksKKFSuKHDn/r2vYsCGQt7wboKxuYGlpWWj5/C8chY125rfx6aefvvE480dd829Kg7xENf8qy8tXOpKTk4GCV1OEEP8OksiKf7XPPvuMr776iq+//hpzc3NGjx7NxIkTadSoEQCurq588803LF68GAsLC3744QcWLVqElZUVEydOZPTo0fTo0aPYY3Tv3p3ff/+d7t27F1lmzJgxpKWl0bx5c9q2bcv58+fp0qVLidewnTdvHh988AFt2rTBxcWFFi1aFFru559/pm3btpQrV67APldXV/bu3Vvompo1atRg2bJlrFu3Dmtra7y8vJgyZQqNGzcuNi49PT2mT5/OkiVLsLCw4Msvv6RFixZUrFiRa9euoaWlxbJly4iPj6ddu3a0bduWJ0+esHLlSjQ0NF6rz7/66it69uzJsGHDsLa2Ztu2baxcuZLatWujrq6Ov78/f/zxBzY2NowcOZJmzZqpzIHV1tbGwcGBq1ev0rVr11d1+X/SF198gbq6OvPnz6d3794sWrQILS0t3NzcCi1ft25dNDU1C71CkL+O80cffVRgX2BgIMOGDSv0pr5X+eWXX4iOjmb06NFA3ooG+vr6/Pbbb8o82JeT5xs3bgDQoEGD1z6WEOL9p5Yra5II8bf89ttvDB06lCNHjvznbh56X6SlpXHu3Dmsra2VUbmgoCB27drFxo0blXKrVq3i7NmzLFmypMRtp6enc+HCBcLDw4u86el9U9QqHvnu3r1Lu3bt0NDQKHATVFhYGD/88AO3bt2iRo0aeHp60rZt2yLb6tOnD1FRURw9elTlRjILCwueP3/O+fPnVeYuQ95yc9u2bcPDw0MZnY+KisLS0rLQfflyc3NxdnamatWqKg9O2L9/P7NmzSI1NZXevXszZswYIG/Kg42NDWXLliU8PLzA1KC/Kz/m0qK0xQulM2bxz5I5skL8RSkpKcTFxbFw4UJ69uwpSew7pKWlxahRo5gwYQLOzs7cu3ePjRs34ujoCOTdzBYfH8/PP//MtGnT3nG0756pqWmRy1HZ29sXuZxVYXr27ElUVBQnT55UmRJS3NqzM2fOZObMma+9T01NrcCayJC3JnT+utAvO3fuHM+ePePLL79840msEOL9IFMLhPiLEhIS6N27NxkZGQUejCD+WRoaGixatIigoCAsLS3p2bMnbdu2ZeDAgUDe5ej+/fvz2Wef0bx583cc7b9L586dMTY2Vpahe5/s3bsXPT09Pv/883cdihDiLZERWSH+oo8//rjYUSfxz7KxsSEkJKTQfb169VKeYCbeLB0dHb799lu++eYbbt68Weiasu/Cs2fPCAkJwd3dXW70EuJfTBJZIYQQf0vnzp3p3Lnzuw5DhYGBgcojjIUQ/04ytUAIIYQQQpRKksgKIYQQQohSSaYWCCFECXh4eLzyARHvi5efcCaEEP9mMiIrhBD/Mn9eG1YIIf6tJJEVQgghhBClkiSyQgghhBCiVJJEVgghhBBClEqSyAohhBBCiFJJElkhhChFsrKy3nUIQgjx3pDlt4QQogT8/f158eLFuw4DHx+fdx2CEEK8N2REVgghhBBClEqSyAohhBBCiFJJElkhhBBCCFEqSSIrhBBCCCFKJUlkhRBCCCFEqSSJrBDiH5OTk0NcXNy7DkMIIcS/hCSy4l/HzMyM06dPv+sw/hY7OztCQkIK3de3b18WLVr0D0cEp0+fxszMrMj9CQkJeHp60rx5cywsLGjbti1Tp07l6dOnSpmxY8cWeV4l8XK/DBo0iICAgL/c1r9NUlIS48aNo0WLFgwaNIj+/ftz6dKlV9YbOnQozs7Oyu/ffPMNZmZmKq9WrVoVWjf/M1HYq2/fvgDExsbi6uqKubk5rq6uxMbGKvWfPn2KtbU1S5YsUWk3KCgIc3Nz7t69+1e6QgjxHyKJrBDib8vJyeGrr76iXLly7Nu3j+joaAIDA/njjz8YNWqUUu7hw4dv7JgrV67E3d39jbVX2o0ePZqdO3eio6ND9erVOXnyJAMHDuTJkydF1jl06BCHDx/Gzc1N2Xb58mXU1NRo166d8mrZsmWh9StUqKBSrl27dhgbGwMoX3pmz55NfHw8e/fu5d69e8yZM0epv2rVKtTU1Pjyyy9V2nVyckJNTY2ZM2f+1e4QQvxHSCIr/lMyMzOZPXs2nTp1onHjxrRo0YJZs2YB8NNPP+Hk5KSU3bBhA2ZmZty/fx+AuLg4GjRooDLCmC86Opp+/fpha2tLw4YN6dWrFxcuXADyRq3s7OxYsmQJtra22NjYMHr0aFJSUgDIzc0lICAAW1tbrKysmDVrFtnZ2X/5HGNiYvjiiy9o0qQJHTp0YOPGjcq+rKwsZs+eTdOmTWnZsiU//PADdnZ2ygh2cedRnMePHxMbG4ujoyNly5YFoHr16kyaNAkTExOys7OZOHEikZGRLFu2jFGjRnH37l3MzMxURt0mTpzIhAkTStQvL49MZ2RkKOdiY2PDsGHDSEhIUMouXryY1q1bY21tjYuLC0eOHPnL/fs+evr0KZGRkXzwwQeEhobi4+ODk5MTDx8+JCoqqsh6y5YtQ0dHh06dOgGQlpbGjRs3MDY2ZunSpcrLz8+v0PqffPKJSjkfHx+ePXvGhx9+iKenJwC3bt3C1NQUY2NjTExMuHXrFgCPHj0iMDCQIUOGoK+vr9Kuvr4+9vb2hIWFcePGjTfRRUKIfylJZMV/yrp16zh27Bg//fQTZ8+eZfHixQQGBnLy5Ens7e25fPkyDx48AODYsWPo6upy8uRJAMLDw7GxsVEStXzp6em4u7vTuXNnjh49yqlTpzA2NmbGjBlKmbi4OJKSkggLC2PLli1ERUURHBwMwNatWwkMDGTFihWcOHECLS0t7t2795fOLzExkf79+9OpUydOnDiBv78/AQEB7N69G4Dly5cTHh7Opk2b2L9/P/fv31fmrJbkPIpSqVIlmjVrxvDhw5k+fToHDhwgMTERMzMzpk+fjoaGBn5+flhZWTF06FAWLlz4yjZfp1/mz5/P0aNHCQwM5MiRI3z44YcMGTKErKwsTp06RVBQEMHBwURERNCzZ0+mTJlCTk7Oa/Ts+01XV5cPPvhAZVtubi5Agc9rvtjYWM6dO0fTpk3R09MD4MqVK2RnZ6Ojo4OPjw+enp4cPHiwxHH4+fmRkpKCl5cXOjo6ANSsWZO4uDgSEhKIj4+nZs2aQF4SraenpzIa/DI7Oztyc3PZsmVLiY8vhPjvkURW/Kf07NmT1atXU7lyZR4+fEhaWhp6enokJiZibGxM3bp1OXbsGFlZWZw5cwZXV1dOnToF5F2G/eyzzwq0qampSXBwML179yYrK4uEhATKly9fIOkaMWIEurq6VK9eHWtra65fvw7Ajh076NmzJ3Xr1kVbW5tRo0ZRoUKFv3R+oaGhfPzxx7i5uaGlpUWdOnXo27cvP//8MwDbtm1j0KBB1KhRgw8++IBJkyahoaHxWudRlOXLlzNq1CiuX7/OhAkTaNWqFd26dePXX3/9S+dS0n7Jzc0lODiYsWPHYmpqiq6uLmPGjCE+Pp4zZ86gra1NSkoKW7Zs4dKlS/Ts2ZPw8HDU1f89//xpa2vj6+sLQLdu3fD19WXHjh107dqVJk2aFFrn6NGjADRq1EjZ9vvvvwNw48YNNm7cSGhoKCNGjGDlypWvjOHatWvs37+fhg0bqsyp9fT0pGrVqnTs2BEjIyM8PT1JTExkw4YNuLu7o6urW2h7+XEdP368BD0ghPiv0nzXAQjxT3rx4gXTpk3jzJkzGBoaUrduXXJzc5XRuXbt2nHs2DFMTU2pUaMGHTp0YNy4cTx79oyoqCjmzp1boE0NDQ0iIiIYOnQoqampfPjhh2hpaSkjYvkqV66s/KylpaUc8/79+8q8QshLKE1MTP7S+cXFxXHx4kWsrKyUbTk5OZQvXx6Ae/fuUbVqVWWfnp6ekhyW9DyKoq2tTa9evejVqxc5OTlcuXKF9evX4+7uzq5du6hVq9ZrnUtJ++XRo0c8f/4cDw8PleQ0KyuLu3fv0rNnT/z9/QkKCmLFihXKKODXX3/9r0pms7KyAJSpGhoaGpiYmJCbm4uamlqB8leuXAFQeV8MDAywtrbG1taW3r17c+zYMcaOHcuiRYvo3r07FStWLPL4gYGBAPTr109le+3atdm8ebPKNm9vbypVqkSPHj3w9vZm//79GBgYMGfOHCwsLAAwMTFBR0dHGSXO/8IlhBAvk0RW/Kd8//33lC1blqNHj6Kjo0NOTo7KiJW9vT0DBgzA1NSU5s2bY25uzrNnz1i3bh0NGjRQSUbzxcTE4Ovry8aNG2nQoAEAq1evLvHcPiMjI5V5orm5ucq83NdlZGRE06ZNVUbQHjx4QEZGBpCXHMTHxyv7Xrx4wePHj//2eWzatImVK1eyf/9+1NTUUFdXp27dukydOpUDBw5w5cqVAolsfmLy8rzXx48fK5fCS9ovFSpUQFtbmzVr1qiMLl69ehVTU1MSEhIwNDRkzZo1ZGRk8OuvvzJ69Gjq169PmzZtXnlupUFCQgITJ07EwMCADRs2EB8fz/LlywkICMDQ0LDQy/f5N94ZGBgo2xwdHXF0dFR+d3Bw4Mcff+Tq1atcunSJFi1aFHr8zMxMdu3ahZaWFnZ2dsXGeufOHUJCQvDx8eHgwYMEBwczbdo01q5dy4QJE9i/f79S1sDAgAcPHvDkyRMqVar0Wn0ihPhv+PcMRwjxkkePHnHv3j2VV05ODk+fPkVXVxd1dXVSUlKYPXs2KSkpymhWnTp1KFOmDMHBwTRr1gxNTU2sra1ZuXIl7du3L/RYycnJqKurK5dIz507R2BgIJmZmSWK1dXVlU2bNnH+/HkyMzNZunQpSUlJxdZJSUkpcH5paWk4OjoSFRXF7t27yc7OJiEhgYEDB7J48WIAXFxcWL16Nbdv3yYtLU3lBqq/cx5t2rQhOTmZiRMnKnNuHz16xIoVKwCwtrYG8kZtnz17BuTNqy1btiw7duwgMzOTiIgIZT7y6/SLuro6zs7OzJ8/n8TERHJycvj5559xdnYmKSmJCxcuMGjQIC5fvoy2tjZGRkYAf3n6xvsoOjqa7OxsmjZtSp06dShXrhxdunQBXn1p/uW5womJicTExKjc0KitrQ3834hvYc6fP09qaipWVlbKfNuiLFq0CBMTE5ydnYmJiQGgS5cu1K1bl5s3byqfj5f9m0bOhRBvlozIin+l0aNHF9h27Ngxvv/+e7y9vbG2tkZPT482bdpga2vL1atXlXLt2rVj06ZNWFpaAmBra1vk/Nj8/X369MHNzY2cnByqV6+Om5sbCxYs4NGjR6+M1dHRkcePH+Ph4UFycjIdO3Ysdr1WgLVr17J27VqVbfPnz8fBwYHly5czf/58Jk+ejLa2Nu3bt2f8+PEADBgwgPv37+Pi4oK2tjaurq5oamqipaWFtbX1Xz4PQ0NDNm7cyOLFi+nduzfPnj1DR0cHGxsb1q9fr1yS7tq1K76+vvzxxx+sXbuWKVOmsGjRItasWYO1tTXdu3cnNTX1tfvFy8uLhQsX0rt3b5KTk6lVqxbLly+nRo0a1KhRg9jYWL7++mseP35M5cqVmThxosrobWlXrlw5IG/prPzR9/w1ZKtUqVJonfyrC/k3NwJMnjyZQ4cOMXLkSEaMGEFcXBxXr15FS0uLevXqFXn8/Hnkn376abFxXrt2jZ07dzJ79mw0Nf/vz4+6uroy/SF/Kktubi7Jycloa2sr5yeEEH+mllvSCXBCiFLv/PnzmJqaKpdpU1NTady4Mfv37+d///vfuw3uPZWens6FCxcIDw/nxYsX7zocfHx8CmzLzMzE2dmZq1evUr16dXR1dZUEdNOmTYUmoevXr2fKlCmMGjWK4cOHA3lLxfXv35/c3FwsLS2JjY3l0aNH9O/fHy8vLwCGDRsG5K1QkD+q/d1337F161ZmzZqlsoTdn40aNYrY2FhCQ0NRV1dn+/btjB8/nqCgIObOncvjx485cOAAkDcFwd7eHnNzc2WFj/dNVFSU8oW3NCht8ULpjFn8s+R6jRD/ITt37sTLy4vU1FQyMjJYsmQJ//vf/ySJLeW0tLRYu3YtPXv2JC0tjTt37mBhYcGqVauKHEm1tbUFIDIyUtlmY2PDjz/+SP369bl48SJaWloMHz6cb7/9VikTHh5OeHg46enpyrb8+bbFTde4ePEiBw4cYNSoUcpUAUdHR1xcXHB3dycxMZHp06erlAeKnJcrhBAgI7JC/Kc8ffqUKVOmKEuMWVhYMGnSJElki1EaRmT/rKSjWH379iUmJoaIiAhl3dd35c8xT5o0iS1btnDw4EGqV6/+DiMrWmkbLSxt8ULpjFn8s2SOrBD/IWXLlmXevHnvOgzxnhg0aBBDhgwhPDyczp07v+twFBkZGYSFhdGhQ4f3NokVQrwfZGqBEEL8R7Vu3ZpWrVoRFBT0rkNRERoaSmpqqvKYWyGEKIqMyAohxH9Y/hJp7xMXFxdcXFzedRhCiFJARmSFEEIIIUSpJCOyQghRAh4eHu/8hijIezDBy2uwCiHEf5mMyAohRCkiSawQQvwfSWSFEEIIIUSpJImsEEIIIYQolSSRFUIIIYQQpZIkskIIIYQQolSSRFYIId5jWVlZ7zoEIYR4b8ntr0IIUQL+/v68ePHiHz+uj4/PP35MIYQoLWREVgghhBBClEqSyAohhBBCiFJJElkhhBBCCFEqSSIrhBBCCCFKJUlkhRBCCCFEqSSJrBDivZeTk0NcXNy7DkMIIcR7RhJZIYTCzs6OTz/9FAsLiwKvK1euFCgfEhKCnZ3dW49r7NixhISEABAfH4+FhQXx8fFv/bjvo5CQEMzMzAp9TZgwodi6Q4cOxdnZWfn9m2++KdBGq1atim3jxx9/pGXLlnz66ad8+eWX3LhxQ9kXGxuLq6sr5ubmuLq6Ehsbq+x7+vQp1tbWLFmyRKW9oKAgzM3NSUpKep1uEEIIQNaRFUL8yZQpU+jevfu7DkPFw4cPqV27NgAmJiZER0e/44jeHWNjY9q1a6eyLSoqiidPnlCnTp0i6x06dIjDhw/j5+enbLt8+TJqamoqX0YqVKhQZBs///wzCxYsoHz58nz88cecOnWKQYMGsWfPHnR0dJg9ezbx8fHs3buXXr16MWfOHH788UcAVq1ahZqaGl9++aVKm05OTsybN4+goCA6duz4Wn0hhBCSyAohSuz69etMnjyZCxcuYGpqio2NjbLv9OnT9OvXT2Xktn///lhaWjJy5EiysrJYunQpW7ZsISUlhfr16zN58mRq167N/fv3mT59OjExMTx8+BAjIyOGDx9Ot27dmDhxIpGRkURHR3P16lW+/fZb2rVrR3h4OKamply5coXZs2cTExODvr4+nTp1wsPDAx0dHRYtWsTVq1fR0tLi8OHDGBgY4OTkxOjRo99B770ZzZo1o1mzZsrvly9fpkePHtjY2BRIEl+2bNkydHR06NSpEwBpaWncuHEDY2Njli5dWqJjr127FoCVK1fy6aefMmDAAE6cOEFYWBgODg7cunULU1NTjI2NMTEx4datWwA8evSIwMBARowYgb6+vkqb+vr62Nvbs3PnTm7cuEGtWrVepzuEEP9xMrVACFEimZmZDB06FDMzM06fPs38+fMJCwsrcf2lS5eyc+dO1qxZQ0REBA0aNGD48OEATJo0iTJlyrBnzx7Onj3L559/jo+PD6mpqfj5+WFlZcXQoUNZuHChSptPnjyhX79+NGjQgGPHjhEUFMSpU6eYOXOmUubAgQO0bNmSiIgIpk6dSkBAAL/99tub6ZR3LDc3l++//57c3FwmTZqEmppaoeViY2M5d+4cTZs2RU9PD4ArV66QnZ2Njo4OPj4+eHp6cvDgwSKP9eDBA27fvs0HH3zAp59+CkDTpk0BlBHymjVrEhcXR0JCAvHx8dSsWRPIS6L19PRwc3MrtG07Oztyc3PZsmXLX+sIIcR/liSyQggVU6ZMwcrKSuXVp08foqOjuXfvHuPGjUNbW5uPP/6YAQMGlLjd7du3M2jQIGrXro2mpiajRo1i1qxZ5OTk4Ovry6RJk9DW1ubevXvo6enx4sULkpOTi20zLCwMLS0tZQS2WrVqfPPNN2zdupWcnBwAatWqhZOTExoaGrRs2ZIqVapw/fr1v9VH74ujR48SExND+/bt+eSTT4otB9CoUSNl2++//w7AjRs32LhxI6GhoYwYMYKVK1cW2kZCQgIA5cuXV7bl/5y/z9PTk6pVq9KxY0eMjIzw9PQkMTGRDRs24O7ujq6ubqFt58d1/PjxEpy1EEL8H5laIIRQ4ePjU+gc2Z07d1K+fHmVZKRGjRolbjcpKQkTExPl9zJlyigJzN27d5k7dy43btygevXq/O9//wNQktGiPHz4EBMTE9TV/+87uampKenp6Tx8+BCAypUrq9TR0tJ6ZbulRWBgIAD9+vUrtlz+dI+XL9sbGBhgbW2Nra0tvXv35tixY4wdO5ZFixbRvXt3KlasqNJGeno6AJqa//dnI//ntLQ0AGrXrs3mzZtV6nl7e1OpUiV69OiBt7c3+/fvx9DQEF9fXywsLIC8ec9aWlrKKLGGhsZr94UQ4r9JRmSFECVStWpVHj16RGpqqrLt3r17ys/5yUdWVpay7fHjx8rPxsbGKuWfP3/OzJkzefToEUOHDsXR0ZFTp06xZcsW+vfvX6KYTExMiI+PV0lMb9++jZaWFuXKlXvtcyxN7t+/z/HjxzEyMqJx48bFls1P6g0MDJRtjo6O/PTTTwwdOpRy5crh4ODAxx9/TFpaGpcuXSrQhra2NgDZ2dnKtvz3uqiR1jt37hASEsKwYcM4ePAgwcHBjBs3jjJlyhRYYeGDDz4gJyeHJ0+evPrkhRDi/5NEVghRIo0bN6ZWrVrMmDGDFy9ecPPmTVavXq3sr1GjBhoaGmzbto3s7Gz27NnD1atXlf3Ozs6sWrWKW7dukZmZyZIlSzh69Cja2tqkpaVRpkwZ1NTUiI+PZ86cOcD/JUra2to8e/asQExt2rQhNzcXf39/MjIyiIuL44cffsDBwUFJvP6tTpw4QW5uLi1btixxnZcT/sTERGJiYnj69KmyLb/PXv4yks/IyAhAJdHM/9nY2LjQ4y1atAgTExOcnZ2JiYkBoEuXLjRp0oSbN28W+p6+PLouhBCvIv9iCCFU+Pj4FLqObEhICMuXLychIYHmzZszePBglWWgDA0N8fLy4scff6RJkyYcOnRIZTmlQYMG4eDgwIABA2jWrBmXL18mICAAfX19pk+fzpIlS7CwsODLL7+kRYsWVKxYkWvXrgHQtWtXtm7dWmCk1sDAgFWrVhETE4OtrS09e/bEysqKyZMn/xNd9U6dPn0aQLnxqjj50ysePHigbJs8eTI9e/ZUpifExcUpKzzUq1evQBtGRkZUrVqV1NRULly4AEBERARAoSPC165dY+fOnYwcOVJlOoK6uroyep+bm6v8NzU1FW1t7X/9SLoQ4s2SObJCCMWhQ4deWWbVqlUqv798ibhv37707du30HpaWlqMHDmSkSNHFtjXrVs3unXrprJtyJAhRe5/eYmvOnXqsGbNmkKPWdixSnKOpUH+AyE++uijV5Zt0KABW7duVZna0b9/fw4fPszixYs5efIksbGxZGRk0L9/f6pUqQLAsGHDAPDz86NChQr07duXOXPmMHDgQKpVq8bFixcxNTUtsK4twMKFC6lduzYODg5KDADnz5/n8uXL1KxZk7JlywJ5c6SzsrIwNzeXEVkhxGuRfzGEEKIUyp/3WtwDDPLZ2toCEBkZqWyzsbHhxx9/pH79+ly8eBEtLS2GDx/Ot99+q5QJDw8nPDxcudFr4MCBjB49Gm1tba5evYqNjQ0rVqxAR0dH5XgXL17kwIEDjBo1SklMHR0dcXFxwd3dndu3bzN9+nSV8gAtWrT4K10hhPgPkxFZIYQohXbt2lXisjVq1MDa2pqzZ8+Snp6uJJ5t2rShTZs2Rdb782OJ1dTU+Prrr/n666+LPV79+vW5fPmyyjZNTU38/PxUniyW79ixY6ipqak8PlcIIUpCRmSFEOI/YNCgQaSlpREeHv6uQ1GRkZFBWFgY1tbWVK9e/V2HI4QoZSSRFUKI/4DWrVvTqlUrgoKC3nUoKkJDQ0lNTaVPnz7vOhQhRCkkUwuEEOI/YsWKFe86hAJcXFxwcXEhKirqXYcihCiFZERWCCGEEEKUSjIiK4QQJeDh4VHg7vx/QlZWlso6rEIIIf6PjMgKIcR7TJJYIYQomiSyQgghhBCiVJJEVgghhBBClEqSyAohhBBCiFLptRLZ5ORkli9fzoQJE3j48CH79u3j+vXrbys2IYQQQgghilTiRPbGjRt06tSJrVu3smvXLp4/f86BAwdwcXHh7NmzbzNGIYT4T8jKynrXIQghRKlS4tthZ8yYQYcOHfDx8cHCwgKAuXPnMnHiRObNm8fPP//81oIUQoh3zd/fnxcvXrzVY/j4+LzV9oUQ4t+mxCOy58+f54svvlCtrK7OkCFD+P333994YEIIIYQQQhTntebIpqenF9j28OFDtLW131hAQgghhBBClESJE1k7OzsWLFhAamqqsu3OnTtMnz6dNm3avI3YhBBCCCGEKFKJE1kvLy+Sk5OxsbHhxYsX9OzZk/bt26Otrc348ePfZoxCCCGEEEIUUOKbvcqWLUtwcDAnTpzg0qVLaGlp8fHHH9OsWbO3GZ8QQgghhBCFeu2HeDdv3pzmzZu/jViEEEIIIYQosRJPLYiNjeWrr77CwsKCBg0aFHgJIUoPOzs7Pv30UywsLAq8rly58q7DKxFvb2+8vb3fdRj/mJCQEDp37kzDhg3p1q0bx48ff2WdoUOH4uzsXGB7SkoKbdq0wczMjLt37xZZ/9mzZ3h7e9O0aVOaNGmCu7s7d+7cUfbHxsbi6uqKubk5rq6uxMbGKvuePn2KtbU1S5YsUWkzKCgIc3PzYo8rhBAlVeIR2SlTphAfH8/o0aMpW7bs24xJCPEPmDJlCt27d3/XYfxlvr6+7zqEf8ymTZv4/vvv+eCDD2jUqBGRkZEMGzaM0NBQatasWWidQ4cOcfjwYfz8/ArsmzlzJgkJCa887rfffsuhQ4eoWbMmenp6/PLLL1y5coVdu3ahp6fH7NmziY+PZ+/evfTq1Ys5c+bw448/ArBq1SrU1NT48ssvVdp0cnJi3rx5zJw5k8WLF/+F3hBCiP9T4kT2t99+Y82aNTRq1OhtxiOEeA/cuXMHPz8/zpw5g46ODg4ODowfPx5NTU2uXLnC7NmziYmJQV9fn06dOuHh4YGOjg6LFi3i6tWraGlpcfjwYQwMDHBycmL06NEApKWl4e/vz549e0hLS6NBgwZ4eXnx0UcfcffuXdq3b8/UqVNZtGgRycnJODo60q1bN6ZMmcLdu3dp1KgR8+fPp2LFikyYMAHIS8qysrJYunQpW7ZsISUlhfr16zN58mRq165NZGQk06dP59atW1SsWBF7e3s8PT1RV3+t1QffmezsbBYuXAjA4sWLadGiBTNmzGD37t1ERUUVmcguW7YMHR0dOnXqpLL9+PHjbN68+ZXHTUlJ4ezZsxgaGhIaGqq0dePGDSIjI2ndujW3bt3C1NQUY2NjTExMuHXrFgCPHj0iMDCQESNGoK+vr9Kuvr4+9vb27Ny5kxs3blCrVq2/0i1CCAG8xtSC8uXLy3qxQvwHZGZm8tVXX1GlShV+/fVXtm/fzvHjx1m9ejVPnjyhX79+NGjQgGPHjhEUFMSpU6eYOXOmUv/AgQO0bNmSiIgIpk6dSkBAAL/99hsAkydP5vTp06xfv56jR4/SoEEDBgwYwLNnz4C8pC08PJy9e/cSHBzM1q1b8fPzY+XKlYSHhxMfH8+GDRsKxLx06VJ27tzJmjVriIiIoEGDBgwfPhwAT09PXF1diYqKYs2aNezatYuTJ0/+Az35Zly9epWkpCR0dXWV+xO8vLw4duxYkSPq8fHxnDt3jqZNm6Knp6dsT0lJ4fvvv8fIyIiKFSsWe1x9fX1Onz7Nnj170NXV5cWLF6SkpABQoUIFAGrWrElcXBwJCQnEx8crSfWyZcvQ09PDzc2t0Lbt7OzIzc1ly5Ytr9cZQgjxJyVOZN3d3Zk+fTo3btwgJyfnbcYkhPgHTJkyBSsrK5VXnz59iI6OJj4+nu+++44PPvgAQ0NDAgICcHBwICwsDC0tLWUEtlq1anzzzTds3bpV+XehVq1aODk5oaGhQcuWLalSpQrXr18nPT2dXbt2MXr0aKpVq4aOjg4eHh6oq6tz+PBhJa6vv/6aMmXK8Mknn1ClShW6deumJF5Fza3cvn07gwYNonbt2mhqajJq1ChmzZpFTk4O2trahIeHc+TIESpWrMiRI0do0aLFP9XNf9vt27eBvJVjpk+fjoWFhfJeFOX8+fMABa6gzZ49m7i4OCZPnkyZMmVKdHwDAwO2b99Ox44dSUpK4ssvv6Rhw4ZA3peEqlWr0rFjR4yMjPD09CQxMZENGzbg7u6Orq5uoW3mx1WSeb5CCFGcEk8tWLNmDXfu3KFz586oqakVuCx34cKFNx6cEOLt8fHxKXREb/fu3VSoUEEl0alRowaQ9yQ/ExMTlf//TU1NSU9P5+HDhwBUrlxZpT0tLS1ycnJITk4mMzOTatWqKfvU1dUxMTEhISEBCwsLIO/qTz4NDQ2VOfnq6urk5uYWiDkpKQkTExPl9zJlyijJ0tq1a1m4cCGTJk3i8ePH2NraMnnyZKpWrfrqTnoPvHjxAoD79++zfft2GjRoQGRkJCNHjmTz5s2F3mybn/y+fNn+5MmTbNq0CUdHR+zs7Jg2bVqJY4iIiCAxMRFdXV3KlClDdnY2Ghoa1K5du8A0BW9vbypVqkSPHj3w9vZm//79GBoa4uvrq7zHJiYm6OjocOXKFaUtIYT4K0qcyA4ZMuRtxiGEeE9UrVqVx48fk5aWpoyonThxgjt37mBiYkJ8fDw5OTlKMnv79m20tLQoV65cse1WrlwZHR0d7t69S+3atQHIyckhLi5OJflVU1N77ZiNjY25d++e8vvz589ZuHAhgwYN4saNG0ydOhVNTU2uXbuGt7c306dPV+advu90dHSUn1etWkXDhg1ZsmQJCxcuZNOmTYUmssnJyUDeaCpAamoqEydOpHz58kycOPG1Y/Dy8sLT05ORI0cSEBBAuXLl+OqrrwqUu3PnDiEhIfj4+HDw4EGCg4OZNm0amzdvZsKECezfv18pa2BgwIMHD3jy5AmVKlV67ZiEEAJeY2qBs7NzsS8hxL9Dw4YNqVmzJnPmzCEtLY3ExERmzJhBcnIybdq0ITc3F39/fzIyMoiLi+OHH37AwcHhlXPo1dXVcXJywt/fn7i4ONLT0/H39yc9Pf1vP+ba2dmZVatWcevWLTIzM1myZAlHjx6lbNmyjB07ltWrV5OVlUXVqlXR0tJS5niWBsbGxsrPZmZmAHz66acAKsl7YfKne1y4cIG4uDgeP35Ms2bNMDMzIy4uDoB27dqxaNGiQuunpKSQmJiIgYEBFSpUoEuXLgCcOnWq0PKLFi3CxMQEZ2dnYmJiAOjSpQtNmjTh5s2bylzol5WWm+6EEO+nYkdkv//+eyZMmICenh7ff/99keXU1NT+U0vhCPFv4OPjw9SpUwts/+6771i2bBl+fn60bt0aLS0tnJ2dGTRoEOrq6qxatYpZs2Zha2uLpqYmjo6OjBkzpkTHnDBhAv7+/vTp04enT5/SqFEj1q1bR8WKFXn+/PlfPpdBgwaRlZXFgAEDlHYDAgLQ1tZm6dKlzJo1i2XLlqGhoUHr1q0ZN27cXz7WP61u3boYGBjw7NkzTp06RevWrbl+/Trwf1M+/ix/esaDBw+AvJuz2rVrp1Lm+PHjpKWl0aJFCz788MMCbVy+fJlu3bphamrK3r170dbWVpLTwkZQr127xs6dO5k9ezaamv/3p0VdXV2ZOpA/LSQ3N5fk5GS0tbVfOZIvhBDFKTaRvXnzJtnZ2crPQoh/h0OHDr2yTEBAQKHb69Spw5o1awrdN3LkyGKP9cEHH+Dl5YWXl1eBcqampgUexvDnOF9eHeHln7W0tBg5cmShx2/cuDHBwcGFxlsaaGtrM3jwYObPn8+oUaMwNzcnKioKbW1t+vTpU2idWrVqcfjwYWXE9pNPPmHp0qUqZezs7IiLi8PX1xdTU1MAhg0bBoCfnx916tTB2tqaiIgIOnfuTKVKlTh37hy6urr079+/wDEXLlxI7dq1cXBwAFCmPJw/f57Lly9Ts2ZNZb7z3bt3yczMxNzcXEZkhRB/S7GJ7E8//VToz0IIIf45Q4cORVNTk6CgIGJiYmjQoAHffvttoSOpgLKqQGRk5GsdJzw8HEB5YtrixYuZP38+hw4d4vr16zRv3pxvv/1WmeKQ7+LFixw4cICFCxcqiamjoyNnzpzB3d2dKlWqMH36dJXyQKlaPUII8X4qNpE9e/ZsiRpRU1NT7kYVQgjx5g0cOJCBAweWqKyRkRHW1tacPXuW9PR0lRvG8hU2Kv/nEfFy5coxZcoUpkyZUuzx6tevz+XLl1W2aWpq4ufnV+iTxY4dO4aamprcXyGE+NuKTWT79OmDmppaocvdvExNTY1Lly690cCEEEL8dYMGDWLIkCGEh4fTuXPndx2OIiMjg7CwMDp06ED16tXfdThCiFKu2EQ2/zKTEEKI0qV169a0atWKoKCg9yqRDQ0NJTU1FU9Pz3cdihDiX6DYRPblhcvzPX/+nBs3bqCurs6HH35Y6CUrIYQQ796KFSvedQgFuLi44OLi8q7DEEL8S5T4gQgZGRn4+fmxbds2MjMzyc3NpUyZMvTp04dx48b9pUXMhRBCCCGE+KtKnMjOmTOH8PBwfHx8MDc3Jzs7m3PnzuHv70+ZMmUYMWLE24xTCCHeKQ8Pj7d+BSorK0tlDVYhhBDFK/G/mKGhocydO5eWLVsq2z755BOqVKmCt7e3JLJCCPE3SRIrhBCvp8QrUefm5mJkZFRge40aNf7WE3mEEEIIIYT4K0qcyLq5uTF9+nQeP36sbEtLS2Px4sV88cUXbyU4IYQQQgghilLi61jnzp0jKioKOzs7atWqhZaWFjdu3ODp06dUr16dffv2KWX379//VoIVQgghhBAiX4kTWUtLSywtLVW2vTxfVgghhBBCiH9SiRNZuZlLCCGEEEK8T4pNZAMCAujfvz+6uroEBAQUWU5NTY2hQ4e+8eCEEOK/RJbfEkKI11Psv5ibNm2iV69e6OrqsmnTpiLLSSIrhPi38/f358WLF2/1GD4+Pm+1fSGE+LcpNpE9dOhQoT8LIYQQQgjxrpV4+a2cnBwWLFjA+vXrlW09evRg8eLF5ObmvpXghBBCCCGEKEqJE9l58+axZcsWqlWrpmxzdXUlODiYxYsXv5XghBBCCCGEKEqJE9mdO3cyb948WrdurWzr1asXM2fOJCQk5K0EJ4QQQgghRFFKnMg+e/aMypUrF9hubGzMo0eP3mhQQgghhBBCvEqJE9lPP/2UdevWFZgP+/PPP1OvXr03HpgQ7xMzMzMaNmyIhYUF5ubmNGnShGHDhnHv3j2ljIODA6Ghoa9s6/Tp05iZmb2RuEp6zL8TT0JCAp6enjRv3hwLCwvatm3L1KlTefr06Svbjo+Px8LCgvj4+L8Vo4CQkBA6d+5Mw4YN6datG8ePH39lnaFDh+Ls7Fxge0pKCm3atMHMzIy7d+8WWf/Zs2d4e3vTtGlTmjRpgru7O3fu3FH2x8bG4urqirm5Oa6ursTGxir7nj59irW1NUuWLFFpMygoCHNz82KPK4QQJVXiRHbcuHHs3LmTDh06MGbMGMaMGUOHDh3Ytm0bnp6ebzNGId4LK1asIDo6mnPnzvHLL7+gpqam8tnfvXs3Xbt2/UdjetvHzMnJ4auvvqJcuXLs27eP6OhoAgMD+eOPPxg1atQr65uYmBAdHY2Jiclbi/G/YNOmTXh5eZGQkECjRo34448/GDZsGLdu3SqyzqFDhzh8+DBubm4F9s2cOZOEhIRXHvfbb78lODiYsmXLYmpqyi+//EK/fv1ITU0FYPbs2cTHx7N3717u3bvHnDlzlLqrVq1CTU2NL7/8UqVNJycn1NTUmDlzZklPXwghilTiRLZhw4aEhobSoUMHXrx4QWZmJh07dmTv3r00btz4bcYoxHtHX18fV1dXfvvtN2WbnZ2dMl/88ePHTJw4kRYtWtCsWTNGjRqlMnr7sitXrjBw4ECaNGlC27ZtmT17Nunp6cr+lStX0rJlS5o1a4a3tze9e/dWjvPyMR89eoSnpyfW1tbY2Njg6empJBzR0dH069cPW1tbGjZsSK9evbhw4cIrz/Px48fExsbi6OhI2bJlAahevTqTJk3CxMSE7OxsAO7cuYO7uzuWlpY0b94cPz8/srKyuHv3rsqo382bNxkyZAg2Nja0a9eOpUuXKm0sWrSIUaNG8c0332BpaUmbNm1YsGCBEsvz58+ZOnUqzZo1U0YH79+/D+SNMPr4+NCqVSuaN2/O+PHjSU5OBvIeMuDr60vz5s1p2rQpX3zxBTExMa889/dFdnY2CxcuBGDx4sX89NNP9OvXDwMDA6Kiooqst2zZMnR0dOjUqZPK9uPHj7N58+ZXHjclJYWzZ89iaGhIaGgoISEh1KpVi/j4eCIjIwG4desWpqamGBsbY2JioiTWjx49IjAwkCFDhqCvr6/Srr6+Pvb29oSFhXHjxo3X6gshhPizEieykPcH7JtvviEgIIDFixczZswYjIyM3lZsQry3Hj9+TEhICJ999lmh+/MT1507d3Lw4EH09PQYOnQoWVlZKuWePHlCv379aNCgAceOHSMoKIhTp04po1U7duxg1apV/Pjjjxw5coSKFSsSHR1d5DGfPXvGgQMHOHjwIPfu3WPWrFmkp6fj7u5O586dOXr0KKdOncLY2JgZM2a88jwrVapEs2bNGD58ONOnT+fAgQMkJiZiZmbG9OnT0dDQIDMzk6+++ooqVarw66+/sn37do4fP87q1atV2nr+/DkDBgzAzMyMX3/9lbVr17J//35WrVqllDlw4AAtW7YkIiKCqVOnEhAQoHxZmDJlCjExMWzbto1jx46hp6eHl5cXAF5eXty9e5ft27dz4MABcnJyGDt2rNKHp06dYu/evRw/fhxLS0tmzZr1ynN/X1y9epWkpCR0dXVp3rw5kHe+x44do3v37oXWiY+P59y5czRt2hQ9PT1le0pKCt9//z1GRkZUrFix2OPq6+tz+vRp9uzZg66uLi9evCAlJQWAChUqAFCzZk3i4uJISEggPj6emjVrAnlJtJ6eXqGjwZD3BSw3N5ctW7a8XmcIIcSflDiRzcjIYOnSpco3bl9fXywsLOjfvz8PHz58awEK8b5wd3fHysqKxo0b07RpU44fP87nn39eoNydO3eIiIjgu+++o2LFiujr6/P9999z/fr1AiOBYWFhaGlp4eHhgY6ODtWqVeObb75h69at5OTksG3bNlxdXWnQoAHa2tqMGjWKKlWqFDhmXFwcZ86cYfz48ZQvX56yZcsyd+5c+vfvj6amJsHBwfTu3ZusrCwSEhIoX758kSPEf7Z8+XJGjRrF9evXmTBhAq1ataJbt278+uuvQN5ob3x8PN999x0ffPABhoaGBAQE4ODgoNLO4cOHyczMZOzYsWhra1O9enW+/vprfv75Z6VMrVq1cHJyQkNDg5YtW1KlShWuX79ORkYGe/bswcPDg6pVq6Kjo8OkSZMYN24cDx8+5MCBA0ycOFHp7/xE7/bt2+jo6HDv3j22bdvGrVu38PDwUDnm++727dsAlC1blunTp2NhYYGDgwNhYWFF1jl//jwAjRo1Utk+e/Zs4uLimDx5MmXKlCnR8Q0MDNi+fTsdO3YkKSmJL7/8koYNGwLg6elJ1apV6dixI0ZGRnh6epKYmMiGDRtwd3dHV1e30Dbz4yrJPF8hhChOiR/qPXv2bPbu3Uvbtm05fPgwwcHBjBkzhl9++YUZM2Ywd+7ctxmnEO9cQEAANjY2AKSlpbFhwwb69etHcHAw9evXV8o9ePAAAFNTU2XbBx98QMWKFUlISFBZ/ePhw4eYmJigrv5/3ylNTU1JT0/n4cOH3Lt3j44dOyr71NXVC51vmpSUBKCyzvPLV0siIiIYOnQoqampfPjhh2hpaZX4QSba2tr06tWLXr16kZOTw5UrV1i/fj3u7u7s2rWLpKQkKlSooJIY1ahRA0Dlhp64uDgePXpEkyZNlG25ublkZWUpUyn+vDKKlpYWOTk5JCcnk5GRoXLuFSpUoEKFCsqXA1dXV5W6Ojo63LlzB0dHR9LT09myZQtz586lSpUqDBkypNAvIe+j/Mfi3r9/n+3bt9OgQQMiIyMZOXIkmzdvpkGDBgXq5Ce/tWrVUradPHmSTZs24ejoiJ2dHdOmTStxDBERESQmJqKrq0uZMmXIzs5GQ0OD2rVrF5im4O3tTaVKlejRowfe3t7s378fQ0NDZfAD8uZO6+jocOXKFaUtIYT4K0o8Irtv3z7mz59P3bp1OXjwIE2bNmXQoEFMmjRJGZkR4r9CV1eXAQMGoKenx4kTJ1T25SdbLydxqampPHz4sECiZmJiQnx8PDk5Ocq227dvo6WlRbly5ZT9+XJzcwu9ScfY2BhAZd/vv//O8uXLiYmJwdfXl3nz5nHs2DECAwNp0aJFic5z06ZNtG/fXkl61dXVqVu3LlOnTkVfX58rV65QtWpVHj9+TFpamlLvxIkTBAcHq7RlZGREzZo1iYyMVF6HDh1i586d6OjoFBtHpUqV0NbWVhlFjo+PZ968eUrCvm/fPqXd06dPs2XLFpo0acLNmzdp2LAhGzZs4PTp04wYMYLJkydz9erVEvXBu/Zy36xatYqffvqJESNGkJOTw6ZNmwqtkz8/2MDAAMj7/E2cOJHy5cszceLE147By8uLU6dO8emnnxIQEMC6desKLXfnzh1CQkIYNmwYBw8eJDg4mHHjxlGmTBkmTJigUtbAwICcnByePHny2vEIIUS+11pHNn/+0/Hjx7G1tQXy5lFlZGS8neiEeE9lZWWxdetWnj59iqWlpco+IyMjbG1tmT59Oo8ePSIlJYVp06ZRrVq1AjdGtmnThtzcXPz9/cnIyCAuLo4ffvgBBwcHtLW1cXFxYdOmTVy8eJHMzEyWLVum3OD052M2b96cuXPn8uzZM5KTk5k1axZxcXEkJyejrq6uXOY9d+4cgYGBZGZmvvI827RpQ3JyMhMnTiQuLg7Iu5FnxYoVAFhbW9OwYUNq1qzJnDlzSEtLIzExkRkzZijJ1MttPX36lDVr1pCRkcGTJ08YM2YM33///SvjUFdXp1u3bixatIikpCRevHjB/PnzuXTpktLf+cfMyMjA39+fL774gvT0dA4fPsyIESO4e/cuenp6VKpUCU1NTSXJe9/lf0kBlGXSPv30U4BXTg/J/4J04cIF4uLiePz4Mc2aNcPMzEx5P9u1a8eiRYsKrZ+SkkJiYiIGBgZUqFCBLl26AHDq1KlCyy9atAgTExOcnZ2VkfIuXbooXyiePXtWoM7LVyOEEOJ1lXhqwYcffsivv/6KoaEh9+7do1WrVgBs2bKFjz766K0FKMT7YvDgwcolUDU1Nf73v/8xf/78QlftmDNnDnPmzKFr166kpaVhY2PDmjVr0NLSUilnYGDAqlWrmDVrFra2tmhqauLo6MiYMWMA6Ny5M7du3WLw4MHk5OTQqVMnTExMCrQDeY+RnjFjBh07diQ7O5vPPvsMLy8vdHR06NOnD25ubuTk5FC9enXc3NxYsGDBKx9mYmhoyMaNG1m8eDG9e/fm2bNn6OjoYGNjw/r165UbhpYtW4afnx+tW7dGS0sLZ2dnBg0apDKaXLZsWVavXs3s2bMJCAgAwNbWtsQjhF5eXsyfP5/u3buTnp5Os2bNmD17ttLfc+fOxdHRkefPn1OvXj3WrFmDgYEBX3zxBQkJCfTu3ZuUlBRMTU1ZsGABVatWLdFx37W6detiYGDAs2fPOHXqFK1bt+b69evA/03h+LPy5csD/zfNpUKFCrRr106lzPHjx0lLS6NFixZ8+OGHBdq4fPky3bp1w9TUlL1796Ktra0kp5UqVSpQ/tq1a+zcuZPZs2ejqfl/f1rU1dWV/2/yR/Zzc3NJTk5GW1ubcuXKvU53CCGECrXcEk6UO3z4MCNHjiQrK4tOnToxf/58Zs6cyc8//8zSpUtp2bLl245ViP+cy5cvU65cOZVRuaZNmzJv3rwSTw8Qf096ejoXLlwgPDxcma/6tvj4+BS6fdmyZcyfPx9dXV3Mzc2JiopCTU2NHTt2FJqEzpw5kzVr1jBq1CiGDx9eaJt2dnbExcURHh6uzOceNmwYAH5+flSoUIG+ffsSERFB9erVqVSpEufOnUNXV5dNmzYVeIjGqFGjiI2NJTQ0FHV1dbZv38748eMJCgpixYoV3Lx5kwMHDgB5UxDs7e0xNzdXpqBERUUVuLrxvittMZe2eKF0xiz+WSW+ptOmTRuOHj1KSEgI8+fPB8DR0ZFdu3ZJEivEW3Ly5EmGDx/Oo0ePyM7OJjAwkNzcXMzNzd91aOIfNHToUL799lsqVqxITEwMDRo0YN26dYUmsYCyqkD+eq8lFR4eTnh4uHLzXf5IfHp6OtevX6d58+Zs3LixQBJ78eJFDhw4wKhRo5SpAo6Ojri4uODu7s7t27eZPn26SnlAvowJIf62YqcWJCYmKjdSJCYmAlCxYkXl5/xlgF4uJ4R4c9zc3Lh16xaOjo6kpaVhZmbGihUrVNYGFf8NAwcOZODAgSUqa2RkhLW1NWfPniU9Pb3Qm+kOHTpUYNuVK1dUfi9XrhxTpkxhypQpxR6vfv36XL58WWWbpqYmfn5++Pn5FSh/7Ngx1NTUCn18rhBCvI5iE9k2bdpw7NgxKlWqROvWrVFTUwPy5jf9+edLly69/WiF+I/R1tZm8uTJTJ48+V2HIkqZQYMGMWTIEMLDw+ncufO7DkeRkZFBWFgYHTp0oHr16u86HCFEKVdsIrtu3TplIn5gYOA/EpAQQoi/r3Xr1rRq1YqgoKD3KpENDQ0lNTUVT0/Pdx2KEOJfoNhE1tramqysLIKDg9m9ezd//PEHKSkplC1blnr16tGlSxe6du2qjM4KIYR4f+Qvk/Y+cXFxwcXF5V2HIYT4lyg2kU1NTWXw4MFER0djaWlJ586dKVu2LCkpKfz+++9MmDCBkJAQli9f/soFzYUQQgghhHiTik1kFy9eTFxcHFu3bqVevXoF9l++fJkhQ4awbt06hgwZ8taCFEIIIYQQ4s+KTWQPHjzIhAkTCk1iAerUqcPYsWNZvXq1JLJCiH81Dw+Pt37lKSsrS+VhAkIIIYpX7DqyiYmJNGjQoNgGLC0tVZ7eI4QQ4q+RJFYIIV5PsYlsZmYmH3zwQbENlClThtTU1DcalBBCCCGEEK9S4id7CSGEEEII8T555XWswMBAypQpU+T+58+fv9GAhBBCCCGEKIliE1kTExN27tz5ykaMjY3fWEBCCCGEEEKURLGJbGHP4hZCCFGQrDgghBD/PPlXVwghSsDf358XL14Uud/Hx+cfjEYIIQTIzV5CCCGEEKKUkkRWCCGEEEKUSpLICiGEEEKIUkkSWSGEEEIIUSpJIiuEEEIIIUolSWTFX5KSksKjR4/edRj/eXfu3HnXIYhiJCUl4eXlha2tLZaWlvTt25fz58+/st7QoUNxdnYusH3x4sWYmZmxdOnSEscQFhaGmZkZffv2VbbFxsbi6uqKubk5rq6uxMbGKvuePn2KtbU1S5YsUWknKCgIc3Nz7t69W+JjCyHE2yaJ7DvUt29fFi1aVKKyz58/Z+DAgTRq1Ij+/fu/3cBKoH379ly9ehWA0NBQHBwc3nFEJWNmZsbp06eL3H/9+nW+/fZbbG1tsbCwoH379ixcuJCMjIx/MMqSWb9+Pd99953yu4ODA6GhoW/lWOHh4fTu3RsLCwsaN25M9+7d2bZtW4nqBgQEMGjQoLcS1/ssJyeHYcOGERISgp6eHh999BERERH079+f27dvF1nv0KFDHD58GDc3N5Xt+/btIyAg4LViePLkCZMnTy6wffbs2cTHx7N3717u3bvHnDlzlH2rVq1CTU2NL7/8UqWOk5MTampqzJw587ViEEKIt0nWkS0lLl26xLFjxzh+/DiVK1d+1+Hw8OFD5eeuXbvStWvXdxjNmxEZGcmgQYMYNGgQEyZMoGLFily7do0JEyZw/vx5Vq1a9a5DVPHyewCwe/fut3KcyMhIxo0bx4IFC7C1tSU3N5fjx48zZswY1NXV6datW7H13d3d30pc77vff/+dmJgYTE1N2b17N5qamowePZq9e/eyc+dOhg8fXmi9ZcuWoaOjQ6dOnYC8Ud158+aV+IvDy6ZOnUpSUlKB7bdu3cLU1BRjY2NMTEy4desWAI8ePSIwMJARI0agr6+vUkdfXx97e3t27tzJjRs3qFWr1mvHI4QQb5qMyL4nQkJC+Pzzz5k2bRo2Nja0aNECb29vsrKy+OWXXxgwYAAAn332Gdu2bSMtLY1Zs2bRunVrbGxsGDhwINeuXQPg7t27mJmZ4efnR5MmTZg1axaLFi1i7NixjBs3jsaNG9OmTRvCwsJYtGgRzZs3x8bGRuVyZXR0NP369cPW1paGDRvSq1cvLly4AECHDh0AGDx4MIGBgYSEhGBnZ6fUDQsLw8nJicaNG9O5c2e2bt2q7Ovbty9z586lT58+WFhY4OjoyP79+4vsl19++YXevXvTrFkzzM3N6d+/v3I5vbg+A8jMzGTGjBnY2NjQtGlTVq5cWex78P333+Pk5MSIESOoWLEiAB999BE//PADurq6JCYmAnDlyhUGDhxIkyZNaNu2LbNnzyY9PR3gtfvZzMyM1atXY2dnR+PGjRk+fDgPHjxQzu/lfs1//0NCQti2bRvLli0jMjKSFi1aAGBnZ0dISIjyc0BAAN26dcPCwoLu3btz5swZpZ2YmBh69uxJ48aN6dWrF7Nnz1a59Pyy6OhoqlatSqtWrdDQ0EBTU5PWrVvzzTffkJmZqZTbtWsXjo6OWFhY4ODgQHh4uNInL7cdGhqKo6MjlpaW9OzZk8jISGXfq+K+ePEiffv2xcLCglatWvHjjz+qnNMXX3xBkyZN6NChAxs3blT2Xbt2DTc3N6ysrLCzs+O7774r9uEGb4KhoSHz58/Hy8tLeeJX/pfQx48fF1onNjaWc+fO0bRpU/T09AA4f/4827Zto2nTprRq1arExz906BC7du2ibt26BfbVrFmTuLg4EhISiI+Pp2bNmkBeEq2np1dgNDifnZ0dubm5bNmypcRxCCHE2ySJ7Hvk7NmzVKpUiWPHjrF8+XJ27txJWFgYbdu2ZcWKFUBeUuHs7MzkyZM5ffo069ev5+jRozRo0IABAwbw7Nkzpb3s7GxOnDjBsGHDANizZw+tWrUiKioKR0dHRo0aRXp6OkeOHMHPzw9/f3/i4+NJT0/H3d2dzp07c/ToUU6dOoWxsTEzZswAUBLPFStW0K9fP5VzOHXqFKNHj2bEiBGcOXMGX19fZs2axd69e5UymzdvZuLEiURERNC+fXu8vb0LvXR/7949PDw8+Prrrzl58iS//PILmZmZKtMxiuozgKVLl3LkyBG2bNnCoUOH+OOPP4rs+1u3bhEbG4ujo2OBfdWrV2fJkiUYGRnx5MkT+vXrR4MGDTh27BhBQUGcOnVK5XJrSfs537Zt21i3bh1HjhwhKyuL0aNHFxlnPmdnZ4YOHYqVlRXHjx8vtExISAgLFy7k5MmT1KlThylTpgB5cyCHDBnCZ599xunTpxk/fjybN28u8lht27bl3r179O7dmxUrVnDmzBnS0tJwc3PDxcUFyHvfvby88PT0JCoqijFjxuDh4aFynpCXXPn6+jJ58mQiIiIYPHgwgwcPVpnrW1Tcjx8/5quvvsLGxobTp0+zbt06goKC2L17N4mJifTv359OnTpx4sQJ/P39CQgIUEapJ0+ejJWVFREREWzZsoXffvuNXbt2vbKf/w5DQ0McHBywt7cH8kY79+zZA4C5uXmhdY4ePQpAo0aNlG3VqlVjyZIlrFmzhkqVKpXo2CkpKXh7e1OtWjU8PDwK7Pf09KRq1ap07NgRIyMjPD09SUxMZMOGDbi7u6Orq1tou/lxFfWZE0KIf5oksu8RXV1d3N3d0dLSon79+piZmXH9+vUC5dLT09m1axejR4+mWrVq6Ojo4OHhgbq6OocPH1bKdenSBS0tLQwMDIC80cWuXbuipqZGixYtyM7OZsiQIWhpaSkjf3FxcWhqahIcHEzv3r3JysoiISGB8uXLc+/evVeeQ0hICJ999hn29vZoaGhgZWXF559/rpIodezYkfr166OlpUXXrl158uRJgcvkABUrVmTXrl20bt2aFy9ekJiYSIUKFVTiKK7PduzYwcCBA6levToffPABkyZNQk1NrdC4829ce9W0jbCwMLS0tPDw8EBHR4dq1arxzTffsHXrVnJycl6rn/ONHj2a6tWrY2BgwPjx4zlz5swbuaHGxcWFmjVroquri4ODg9Ivv/zyCzo6OgwePBgtLS0aN26Mq6trke189NFH7Ny5EysrK3bt2kW/fv1o0qQJ33zzjTJ6vGPHDtq3b0/r1q1RV1fH3t6e9evXU65cOZW2NmzYwOeff46VlRUaGhq0b98ea2trlVH7ouI+fPgwOjo6DB8+HG1tbWrVqsW6deto0qQJoaGhfPzxx7i5uaGlpUWdOnXo27cvP//8MwA6OjqcPHmSsLAwNDQ02LFjBz179vzbfVxST58+ZdCgQTx8+JDatWsrVzX+7MqVKwAql+3r1q2Lvb096uol/+c6MDCQpKQkfH19+eCDDwrsr127Nps3b+b8+fNs3ryZDz/8kCVLllCpUiV69OiBt7c3NjY2dOnShejoaKWeiYkJOjo6XLlyhezs7BLHI4QQb4sksu+RSpUqqSRaWlpaSnL0suTkZDIzM6lWrZqyTV1dHRMTExISEpRtf07Kypcvr1IeoGzZsiq/5+TkoKGhQUREBB06dMDOzo4pU6Zw584dcnNzX3kODx8+VIkLwNTUVGVk7uW48i+5FvZHUUtLi927d9O2bVs6duzInDlzePDggUocxfXZ/fv3qVq1qrKvbNmyBRKrfIaGhgCFzicElITt4cOHmJiYqCQVpqampKenK8l4Sfs53//+9z/l5/y+KyqO1/Hnfs4/ZmJiIlWrVlXpN1NT02LbMjU1xdPTkx07dnDmzBn8/f35448/lNG++/fvY2JiolKnYcOGyuXxfHFxcQQGBmJlZaW8IiIiiv185MedlJSEsbGxStwfffQRhoaGxMXFcfHiRZV2lyxZonzp+eGHH2jYsCGzZ8+madOm9OvXT7lZ8W178uQJ/fv35+LFi5QrVw5/f3+0tLQKLZv/Gcr/8vlXHD58mGPHjtG9e3dsbW1LVOfOnTuEhIQwbNgwDh48SHBwMOPGjaNMmTJMmDBBpayBgQE5OTk8efLkL8cohBBviiSypVDlypXR0dFRGbXLyckhLi5OJQn48+hjUaORfxYTE4Ovry/z5s3j2LFjBAYGKvMwX8XExKTAaOLt27epUqVKieq/bO/evQQGBiqX3VetWkX9+vVLXN/IyEgllufPn6tMvXhZtWrV+OSTT1SmQOS7e/curVq14tixY5iYmBAfH6+SiN6+fRstLS0lSS5pP+fLn3ubfyxASZbz5/sC5ObmvpHkwdjYmPj4eJUvBC9/AfozNzc3lekc+vr62NnZMWbMGH7//XelzT+3sXz5cmV/PiMjI4YPH05kZKTyCg0NxcvL65VxV61alXv37qnEvXfvXvbt24eRkRFNmzZVaffAgQMEBQWRm5vLpUuX8PDwICwsjIMHD1KhQoUCCdrbkJqaysCBA7l48SLly5dn7dq1fPzxx6+sV9gX2JLat28fkHd1xMzMTJn+ExERgZmZWaGj/YsWLcLExARnZ2diYmKAvCs6TZo04ebNm4X+f/M6I8RCCPG2yL9EpZC6ujpOTk74+/sTFxdHeno6/v7+pKen06ZNm7/dfnJyMurq6so8uXPnzhEYGKhyY4+Wllahf9y6d+9OWFgYYWFhZGdnExkZycaNG3FycnrtOJ4+fYqGhgY6Ojrk5uZy9OhRtm/frhJHcVxdXVm5ciWxsbGkpaUxc+bMYi+Hfv/992zZsoWlS5fy5MkTcnJyiImJYdiwYTRt2pQWLVrQpk0bcnNz8ff3JyMjg7i4OH744QccHBzQ1tZ+7XMEWLhwIUlJSSQnJzNr1izatm2LkZERH374Iffv3+fo0aNkZ2ezdu1alT7X1tYuMjEvjp2dHdnZ2SxfvpzMzEwuXLjApk2biizftWtXVq9ezfbt23n+/DnZ2dlcv36dtWvX0r59eyBvaaaDBw9y8uRJcnJyCAsL48cff1RGovP16NGDoKAg5cbBqKgonJycOHLkyCvjbt26NRkZGaxcuZLMzEyuX7+On58fOTk5ODo6EhUVxe7du8nOziYhIYGBAweyePFi1NTU8PPzY8GCBaSnp1OlShV0dXWpUKHCa/fd65o4cSIXLlzAwMCAdevWUa9evWLL538Rzb8C8FfUq1cPS0tL2rVrR7t27WjcuDGQd6WgXbt2lClTRqX8tWvX2LlzJyNHjlSukEDevzMaGhoAypeH3NxckpOT0dbWLvLqhhBC/JNk+a1SasKECfj7+9OnTx+ePn1Ko0aNWLduHRUrVuT58+d/q21bW1v69OmDm5sbOTk5VK9eHTc3NxYsWMCjR4+oWLEirq6ufPPNNwwePFjlkrKFhQU//PADixYtwtPTE0NDQ0aPHk2PHj1eO47u3btz9uxZHBwc0NDQoHbt2vTt25fg4OASJbODBw/mxYsXuLm5kZWVhaurq8pl/z+ztrbmp59+4scff+Snn34iLS0NQ0NDHB0dGTx4MGpqahgYGLBq1SpmzZqFra0tmpqaODo6MmbMmNc+v3z16tXj888/58mTJ9jZ2TFp0iQg79L8kCFDmDhxIhkZGXTt2pUmTZoo9dq2bcuGDRuwtLTk2LFjJT6enp4eS5YswdfXl4CAAMzMzLC1tS3yARe9evVCX1+foKAgpk2bRmZmJkZGRjg6OipLa1lZWTFjxgymT59OXFwc1atXZ/HixQWmLDg6OpKamsq3335LQkIClStXxsPDo0RfdMqVK8fq1auZPn06y5cvR19fn0GDBtG5c2cgbwR4/vz5TJ48GW1tbdq3b8/48eOBvKkFU6dOxdbWlpycHKytrZk2bVqJ++yviImJUUb4y5Yty8KFC5V9LVq0KHRlgAYNGrB169YSzUd/Wf4NnX5+fvTr14/69etjaWkJwOnTp+nXrx+ffPJJoQ9SWLhwIbVr11bWgm7QoAGQt1rC5cuXqVmzpvKF5O7du2RmZmJubi4jskKI94JabkkmPgoh3gozMzMCAwOxsbH5x475+PFjbt68iYWFhbJt1qxZ3L9/n3nz5v1jcZQW6enpXLhwgfDw8GKX7PLx8VH5fe7cucpqI3/m4uKCn59fge23b9/ms88+o3nz5qxZs6bA/gkTJrBt2zY8PDyU5BXyPkcAR44coWrVqkRFRRVIZPO/qL3s4sWL9OjRg4ULFyqj61lZWfj4+LBv3z6qVKnCtGnTsLKyAvKmLXh4eDB8+HBGjRpVZF/8FS/HXFqUtphLW7xQOmMW/ywZkRXiPyYrK4u+ffuyYsUKmjVrplxazh+9FG/GuHHjGDdu3GvVqVGjBtbW1pw9e5b09HR0dHRU9s+cObPQJ2vlr3ZQGBsbmyL3169fn8uXL6ts09TUxM/Pr9BE+9ixY6ipqRX6+FwhhHgX5NqQEP8xVapUYe7cuUybNg0LCwuGDBnCgAED6NKly7sOTQCDBg0iLS1NeaDE+yIjI4OwsDA6dOhA9erV33U4QggByIisEO9UcSNpb1PHjh3p2LHjOzm2KF7r1q1p1aoVQUFByvzf90FoaCipqal4enq+61CEEEIhiawQQrxnippb+y65uLgoT3ITQoj3hUwtEEIIIYQQpZIkskIIIYQQolSSqQVCCFECHh4eBVYReFlWVpbKAwWEEEK8fTIiK4QQb4AksUII8c+TRFYIIYQQQpRKksgKIYQQQohSSRJZIYQQQghRKkkiK4QQQgghSiVJZIUQ4g3Iysp61yEIIcR/jtxmK4QQJeDv78+LFy+K3O/j4/MPRiOEEAJkRFYIIYQQQpRSksgKIYQQQohSSRJZIYQQQghRKkkiK4QQQgghSiVJZIUQQgghRKkkiaxQ3Llz512HIN4geT+FEEL820kiWwrZ2dnx6aefYmFhUeB15cqVv9Tm4cOHGTBggPJ73759WbRo0ZsK+bXcvXsXMzMz7t69W+j+t3H++UJDQ3FwcPhbbbwPLl26RKdOnUpc3s7OjpCQkEL35eTksGLFCjp37oyFhQVNmjRh4MCBREdHl6jtQYMGERAQUOJY/k2SkpLw8vLC1tYWS0tL+vbty/nz519Zb+jQoTg7OxfYvnjxYszMzFi6dGmJYwgLC8PMzIy+ffsq22JjY3F1dcXc3BxXV1diY2OVfU+fPsXa2polS5aotBMUFIS5uXmR/18KIcS7IIlsKTVlyhSio6MLvMzMzP5Se48ePSInJ+cNR/n2vOnzz9e1a1d27979hqJ8d54+fUpmZuYbaWv58uWEhISwcOFCzp49y9GjR2natClffvklt27demX9lStX4u7u/kZiKU1ycnIYNmwYISEh6Onp8dFHHxEREUH//v25fft2kfUOHTrE4cOHcXNzU9m+b9++1/5C8OTJEyZPnlxg++zZs4mPj2fv3r3cu3ePOXPmKPtWrVqFmpoaX375pUodJycn1NTUmDlz5mvFIIQQb5Mksv9S0dHR9OvXD1tbWxo2bEivXr24cOECAKdPn6Z169aMGTMGKysrAgMD8fHxIT4+HgsLCx4/fgzArVu3GDBgAFZWVrRv357w8PAijxcSEkL37t2xsbHB0tKS4cOHK+0sWrSIUaNG8c0332BpaUmbNm1YsGCBUjclJYXx48djaWlJy5Yt2bFjx98+fzMzMwIDA+nQoQONGzfGzc2Nq1evAtCnTx/8/f1Vynfq1Ing4GBCQkKws7NTOaf+/ftjZWXFwYMHSUtLY9asWbRu3RobGxsGDhzItWvXgP8bSd60aRN2dnZYWVkxaNAgEhMTlfb69u3L9OnTsba2plmzZmzcuJENGzbQpk0bLC0tVRbVT0lJwcfHh1atWtG8eXPGjx9PcnIykPce2tnZsWTJEmxtbbGxsWH06NGkpKRw584dBg8eDICFhQW///47KSkpTJo0ifbt22NhYUGbNm1YtWpVifoyKiqKJk2a8NFHH6GmpkaZMmUYPHgwrq6uPHjwAMh7qtXChQtp1aoVjRs3pm/fvly/fh1QHd3PyMjghx9+wM7ODhsbG4YNG0ZCQkKJ+g9g165dODo6YmFhgYODg8pnMjQ0FEdHRywtLenZsyeRkZHKvoMHD+Lg4IClpSWdOnVixYoVJTr3v+P3338nJiYGU1NTdu/eTXBwMJ06deL58+fs3LmzyHrLli1DR0dHGVFPSkpiwoQJeHh4vPaXk6lTp5KUlFRg+61btzA1NcXY2BgTExPlC8mjR48IDAxkyJAh6Ovrq9TR19fH3t6esLAwbty48VpxCCHE2yKJ7L9Qeno67u7udO7cmaNHj3Lq1CmMjY2ZMWOGUubevXvUrVuXkydP0qNHD6ZMmYKJiQnR0dFUqFABgJMnT/Ltt98SERFBly5dGD9+fKF/SGNiYpg6dSpTpkzh9OnT7N69m2vXrhEYGKiUOXDgAC1btiQiIoKpU6cSEBDAb7/9BoCvry937tzh4MGDhIaGEhUV9Ub6Yc+ePfz0008cPXoUXV1d5s6dC0DPnj0JDQ0lNzdXiT8hIaHQKQUXL16kZ8+eHD9+nFatWjF58mROnz7N+vXrOXr0KA0aNGDAgAE8e/ZMqXPkyBG2b9/OgQMHuH//PsuWLVP2RUREUKlSJU6dOsXIkSPx9fXl7Nmz7Nu3j7Vr17J582YlAfPy8uLu3btKWzk5OYwdO1ZpKy4ujqSkJMLCwtiyZQtRUVEEBwdTvXp1JVGLjo6mXr16zJs3j4SEBLZu3crZs2fx8vJizpw5xY4M5nNwcGDLli2MHDmSjRs3cunSJbKzs5k0aRKWlpYALF26lJ07d7JmzRoiIiJo0KABw4cPL9DW/PnzOXr0KIGBgRw5coQPP/yQIUOGqDzetaj+O3XqFF5eXnh6ehIVFcWYMWPw8PAgPj6eQ4cO4evry+TJk4mIiGDw4MEMHjyYO3fukJaWxjfffMP48eOJiopi/vz5LF26VOVy+ttgaGjI/Pnz8fLyQlMz7yGKlStXBlC+5P1ZbGws586do2nTpujp6QFw/vx5tm3bRtOmTWnVqlWJj3/o0CF27dpF3bp1C+yrWbMmcXFxJCQkEB8fT82aNYG8JFpPT6/AaHA+Ozs7cnNz2bJlS4njEEKIt0kS2VJqypQpWFlZqbz69OkDgKamJsHBwfTu3ZusrCwSEhIoX7489+7dU2nDyckJLS0t5Q/mn3Xq1Im6deuirq6Oo6Mjz54949GjRwXKffLJJ+zatYtPP/2UlJQUkpKSqFixosrxatWqhZOTExoaGrRs2ZIqVapw/fp1MjIy2Lt3LyNGjKBixYpUqFCBb7/99m+df75+/fphaGiIvr4+HTp0UEYIO3bsyJMnT5SEedu2bXTs2LHACBSAjo4OnTt3RkdHB8gbERw9ejTVqlVDR0cHDw8P1NXVOXz4sFJnyJAhlC1blooVK9K2bVvluAB6enoMGTIEdXV1bG1tyc7O5quvvkJXV5dPP/0UQ0ND7t69y8OHDzlw4AATJ06kYsWK6Ovr4+XlxbFjx1SSzxEjRqCrq0v16tWxtrZWOdbLRowYwbx589DX1+f+/fvo6uqSm5urMtpZFCcnJ4KCgtDX12f58uU4OTnRvHlzfvjhByUB3b59O4MGDaJ27dpoamoyatQoZs2apTJdJTc3l+DgYMaOHYupqSm6urqMGTOG+Ph4zpw588r+27FjB+3bt6d169aoq6tjb2/P+vXrKVeuHBs2bODzzz/HysoKDQ0N2rdvj7W1NVu3blXex507d3Lq1Clq165NVFQUH3744SvP/e8wNDTEwcEBe3t7IG+0c8+ePQCYm5sXWufo0aMANGrUSNlWrVo1lixZwpo1a6hUqVKJjp2SkoK3tzfVqlXDw8OjwH5PT0+qVq1Kx44dMTIywtPTk8TERDZs2IC7uzu6urqFtpsf1/Hjx0sUhxBCvG2a7zoA8df4+PjQvXv3QvdpaGgQERHB0KFDSU1N5cMPP0RLS0sZgcxXpUqVYo9Rrlw55WctLS2AQkdk1dXVCQwMZPfu3ejo6PDJJ5+QkpKicrz8kaiX28vJyeHx48dkZGRQtWpVZV/16tWLjQuKP/98L//R19TUVJKqMmXK4ODgwPbt22nYsCF79uwpcGPLy22oqakBkJycTGZmJtWqVVM5dxMTExISErCwsCj2uJDXp/ntqavnfY80MDBQaS8nJ4e4uDgAXF1dVeLR0dHhzp07BUb44P/6tDAPHz5k5syZXLx4EWNjYxo0aABQ4nnRjRs3pnHjxgDcv3+fw4cPM2fOHNTV1fHw8CApKQkTExOlfJkyZVSSMchL5J4/f64k//mysrK4e/eu8r4X1X/379+nXr16Km02bNgQyBudjoiIYMOGDcq+7OxsypUrh66uLj///DM//vgjHh4epKWl0aFDByZOnKjyGX+bnj59yqBBg3j48CG1a9emQ4cOhZbLv1mxVq1ayra6desWOqpanMDAQJKSkli1apXy/+7LateuzebNm1W2eXt7U6lSJXr06IG3tzf79+/H0NAQX19f5bNtYmKCjo4OV65cITs7Gw0NjdeKSwgh3jRJZP+FYmJi8PX1ZePGjUrCsnr16gLz2vITqr9r3bp1/Prrr2zfvl1JrEp6c0+FChXQ0dHh7t27ygjZn0eO3wYXFxcGDhxIixYtKF++PFZWVoWWe7mPKleurMRau3ZtACXp/HOiXpSS9rmRkRGQd4NPftvZ2dlcv36d//3vfyVeMSDf6NGjadu2LcuXL0dTU5PHjx8XSGQKk5qaSosWLVi2bBk2NjZA3khj/p3uv//+OwDGxsYq79vz589ZuHAhX3/9tbKtQoUKaGtrs2bNGpUk9+rVq5iamvLw4cNiYzE2Nlbm0+Zbvnw5tra2GBkZ4eTkxJAhQ5R9d+7cQV9fn5SUFB4+fMgPP/xAbm4uFy5c4NtvvyUgIIDx48e/sg/+ridPnvDVV19x8eJFypUrh7+/f6HJJaD0wctfbl7X4cOHOXbsGN27d8fW1pbTp0+/ss6dO3cICQnBx8eHgwcPEhwczLRp09i8eTMTJkxg//79SlkDAwMePHjAkydPSjxCLIQQb4tMLfgXSk5ORl1dXbk8eO7cOQIDA4u9UURbW5vnz5+rzFUsqadPn6KlpYWWlhZZWVns2LGDX3/9tUQ3pmhra+Pk5IS/vz+JiYk8e/ZM5Q7qt6Vhw4YYGxszZ84cevToUaI66urqSqxxcXGkp6fj7+9Peno6bdq0eaPxGRkZYWtry4wZM0hOTiYjIwN/f3+++OIL0tPTX1lfW1sbQJm7+/TpU8qUKYOGhgaPHj1i2rRpAK98v/X09GjXrh0+Pj6cOnWK7Oxs0tPTiYiIYO/evbRv3x4AZ2dnVq1axa1bt8jMzGTJkiUcPXqUsmXLKm2pq6vj7OzM/PnzSUxMJCcnh59//hlnZ+dCb0j6MycnJw4ePMjJkyfJyckhLCyMH3/8kbJly9KjRw+CgoKUGxqjoqJwcnLiyJEjvHjxgsGDBys3WJmYmKCurq7MBX+bUlNTGThwIBcvXqR8+fKsXbuWjz/++JX1/s4KIvv27QPybi40MzOjX79+QN787KKWtVu0aBEmJiY4OzsTExMDQJcuXWjSpAk3b95UmQOe7+VRdSGEeFdkRLaU8vHxYerUqQW2f/fdd7i4uNCnTx/c3NzIycmhevXquLm5sWDBgkLnuAI0adKEihUr0qRJkyLXEy3KwIEDuXr1Km3btkVHR4d69erx+eefq8x7LM7EiROZMWMGjo6OaGpq0q9fP3755Zdi6xR3/j179izRcV1cXJg5cyZOTk4lKg8wYcIE/P396dOnD0+fPqVRo0asW7eOihUr8vz58xK3UxJz5sxh7ty5ODo68vz5c+rVq8eaNWtKNFpnZmaGhYUFLVu25Mcff2TGjBlMnz6dVatWUa5cORwcHKhTpw5Xr16lRYsWxbY1Y8YMVq5ciZ+fH3FxceTm5vLhhx8yduxYunXrBuStFZuVlcWAAQOUfgkICCgwAu3l5cXChQvp3bs3ycnJ1KpVi+XLl1OjRo1Xrk9qZWWlnEdcXBzVq1dn8eLFmJqaYmpqSmpqKt9++y0JCQlUrlwZDw8P5b1duHAhCxYswNvbG11dXRwcHOjfv/8r+/HvmjhxIhcuXMDAwIB169ZRp06dYsvnj77nrwbxV9SrV4/bt29Tvnx5IO/GsrNnz1K+fHksLS0pU6aMSvlr166xc+dOZs+erUxZgbxENX/qQP40odzcXJKTk9HW1v7HpmUIIURx1HL/PHFSCCGEIj09nQsXLhAeHs6LFy+KLPfy0mmQN8Un/0tVtWrVVJLYFi1aFLoywPr165kyZQqjRo0qdNWHCRMmsG3bNjw8PBg2bJiyPf9nPz8/KlSoQFRUlLKixOnTp+nXrx/W1tb89NNPBdocNWoUsbGxhIaGoq6uzvbt2xk/fjxBQUGsWLGCmzdvcuDAASBvCoK9vT3m5uYEBwcX2Rd/xcsxlxalLebSFi+UzpjFP0tGZIUQ4i3IT/4g72a0/Bv4gCKnNdja2gKorIFbEvnr6Xp7e79WvYsXL3LgwAEWLlyoTBVwdHTkzJkzuLu7U6VKFaZPn65SHnjlKL4QQvxTJJEVQoi3YNy4cYwbN+616tSoUQNra2vOnj1Lenq6suxbvpkzZxb6ZK3iHs1sY2NT5P769etz+fJllW2ampr4+fnh5+dXoPyxY8dQU1Mr9PG5QgjxLshsfSGEeI8MGjSItLS0Yp+k9y5kZGQQFhZGhw4dSrREnhBC/BMkkRVCiPdI69atadWqFUFBQe86FBWhoaGkpqbi6en5rkMRQgiFTC0QQoj3TP4jht8nLi4uuLi4vOswhBBChYzICiGEEEKIUklGZIUQogQ8PDwK3Hz1sqysLJV1WIUQQrx9MiIrhBBvgCSxQgjxz5NEVgghhBBClEqSyAohhBBCiFJJElkhhBBCCFEqSSIrhBBCCCFKJUlkhRDiDcjKynrXIQghxH+O3GYrhBAl4O/vz4sXL4rc7+Pj8w9GI4QQAmREVgghhBBClFKSyAohhBBCiFJJElkhhBBCCFEqSSIrhBBCCCFKJUlkhRBCCCFEqSSJrBClWE5ODnFxce86DCGEEOKdkET2PWZmZkbDhg2xsLDAwsICc3NzunTpwvbt29/aMUNCQrCzs/tLde/evYuZmRl37959w1H9s+zs7AgJCSlyf2JiIpMnT6Zt27ZYWFhgZ2eHn58fycnJ/0h8FhYWREZGAjB27Fgl1vj4eCwsLIiPj3/jx9y6dStOTk5YWFhgaWlJnz59OHz4cInqent74+3t/cZjKg2SkpLw8vLC1tYWS0tL+vbty/nz519Zb+jQoTg7OxfYvnjxYszMzFi6dGmJYwgLC8PMzIy+ffsq22JjY3F1dcXc3BxXV1diY2OVfU+fPsXa2polS5aotBMUFIS5uXmp//9bCPHvIonse27FihVER0crr2HDhjFhwgROnDjxrkP7T4qNjaVLly6oqamxceNGoqOjCQwM5NatW3zxxRdkZGS89Riio6OxsrIC4OHDh8p2ExMToqOjMTExeaPH27lzJ/Pnz2fy5MlERUVx8uRJXF1dGTFiBGfOnHllfV9fX3x9fd9oTKVBTk4Ow4YNIyQkBD09PT766CMiIiLo378/t2/fLrLeoUOHOHz4MG5ubirb9+3bR0BAwGvF8OTJEyZPnlxg++zZs4mPj2fv3r3cu3ePOXPmKPtWrVqFmpoaX375pUodJycn1NTUmDlz5mvFIIQQb5MksqWImpoanTp1onz58ly6dAmAjRs3Ym9vj5WVFV27dlVGa729vRkyZIhK/XHjxjF9+nQAjh8/jouLCxYWFtjb27N582alXFZWFnPmzKF169ZYWVkxZcoUsrOzAUhLS2PWrFm0bt0aGxsbBg4cyLVr1wqNNy4ujlGjRmFjY4OtrS2TJk1SGbXcvn079vb2WFtb4+HhwYgRI1i0aBHnzp2jXr16JCUlKWVPnDhBs2bNyMzMLHCc6Oho+vXrh62tLQ0bNqRXr15cuHABgNOnT2NnZ8eSJUuwtbXFxsaG0aNHk5KSAkBubi4BAQHY2tpiZWXFrFmzlHMtjJ+fH40aNcLHxwcjIyMATE1NmTdvHjVq1ODGjRt/69wB+vbty9y5c+nTpw8WFhY4Ojqyf/9+pa6ZmRmnT59m4sSJREZGsmzZMkaNGqUyIu7p6cm3336rEvvAgQOZP38+ADExMXzxxRc0adKEDh06sHHjxiLPOSoqijp16mBubo66ujra2to4OTnx9ddfq5xTYGAgn332GRYWFvTo0YOoqCgAJkyYwIQJE4C85G7t2rV06NCBJk2a8OWXX3L16lWVcwsMDKRDhw40btwYNzc3lf3FfW5//fVXevTogaWlJV26dCEsLEzZFxkZSffu3bG0tOSzzz5j1qxZ5OTkFHnOb8Lvv/9OTEwMpqam7N69m+DgYDp16sTz58/ZuXNnkfWWLVuGjo4OnTp1AvJGdSdMmICHh0ehn//iTJ06VeX/o3y3bt3C1NQUY2NjTExMuHXrFgCPHj0iMDCQIUOGoK+vr1JHX18fe3t7wsLClM+5EEK8a5LIliJpaWls3LiRp0+fYmNjw507d/D19eXHH38kMjIST09PfH19efbsGd27d+f48eM8evQIgNTUVMLCwnB2dub69eu4u7vTu3dvzpw5w5w5c/Dz8yM6OhrIu3ReoUIFwsPDWb9+Pdu2bVMSqcmTJ3P69GnWr1/P0aNHadCgAQMGDODZs2cqsWZmZvLVV1/xwQcfEB4eTmhoKPfu3VOSq8jISLy9vfH19eXEiRM0b96cgwcPAmBubk7NmjXZvXu30t727dtxdHRES0tL5Tjp6em4u7vTuXNnjh49yqlTpzA2NmbGjBlKmbi4OJKSkggLC2PLli1ERUURHBwM5F0yDwwMZMWKFZw4cQItLS3u3btXaP9nZGRw4sQJHBwcCuwzMDBgyZIlmJmZ/a1zz7d582YmTpxIREQE7du3x9vbu8Bor5+fH1ZWVgwdOpSFCxeq7OvZsycHDx7k+fPnANy/f59Tp07Ro0cPEhMT6d+/P506deLEiRP4+/sTEBCg0t8v69ChA6dOnWLgwIEEBgZy/vx5MjIyGD58OPb29ko/LlmyhDlz5hAVFUW3bt34+uuvCzwJ6+eff2bdunX4+/tz4sQJ2rdvT//+/VU+P3v27OGnn37i6NGj6OrqMnfuXIBiP7eXLl1i+PDhuLu7ExERwaRJk/Dy8lI+056enri6uhIVFcWaNWvYtWsXJ0+eLPR83xRDQ0Pmz5+Pl5cXmpp5D1GsXLkyAI8fPy60TmxsLOfOnaNp06bo6ekBcP78ebZt20bTpk1p1apViY9/6NAhdu3aRd26dQvsq1mzJnFxcSQkJBAfH0/NmjWBvCRaT0+vwGhwPjs7O3Jzc9myZUuJ4xBCiLdJEtn3nLu7O1ZWVlhZWdGqVSu2bdvGvHnzaNCgAerq6qirq7N582bOnTtH8+bNiYyMxMDAoEAyuH//fmrWrEndunXZu3cv9evXx8XFBU1NTSwsLNiwYQO1atUC8pKygQMHoqmpySeffEKdOnW4desW6enp7Nq1i9GjR1OtWjV0dHTw8PBAXV29wHzJyMhI7ty5w/fff4++vj4VK1Zk0qRJHD58mMTERLZt20b79u1p3rw5mpqa9OrVi4YNGyr1nZ2dCQ0NBeD58+ccPHiQ7t27F+gfTU1NgoOD6d27N1lZWSQkJFC+fPkCyeiIESPQ1dWlevXqWFtbc/36dQB27NhBz549qVu3Ltra2owaNYoKFSoU+l48efKEnJwcqlSpUux79nfPHaBjx47Ur18fLS0tunbtypMnT1SmEbyKtbU1hoaGHDhwAIDQ0FAaN25MzZo1CQ0N5eOPP8bNzQ0tLS3q1KlD3759+fnnnwttq1mzZmzbto2aNWuyfv16XF1dsbGxwcfHh9TUVCDvi0avXr2UUdu+ffsSEBCAhoaGSlsbNmxg6NCh1KlTBy0tLdzc3KhQoQL79u1TyvTr1w9DQ0P09fXp0KGD8l4V97kNDg7G3t6ezz77DA0NDWxsbOjSpQvr168HQFtbm/DwcI4cOULFihU5cuQILVq0KHF//hWGhoY4ODgoyf6jR4/Ys2cPkPdlrTBHjx4FoFGjRsq2atWqsWTJEtasWUOlSpVKdOyUlBS8vb2pVq0aHh4eBfZ7enpStWpVOnbsiJGREZ6eniQmJrJhwwbc3d3R1dUttN38uI4fP16iOIQQ4m3TfNcBiOIFBARgY2NT6L5q1aqxdu1aVq5cyVdffYW6ujpOTk54enqio6ODk5MToaGh9O3bl+3btys3j9y/f7/APMqXR23Kli2Lmpqa8ruWlhZZWVkkJyeTmZlJtWrVlH3q6uqYmJiQkJCAhYWFsv3hw4dUqFBBGVXKjxcgISGBe/fuUa9ePZUYTE1NlZ+7devGggULuH79Or/99hs1atQodGRJQ0ODiIgIhg4dSmpqKh9++CFaWlrk5uaqlMsfCcs/n/zLyvfv38fY2FjZp6mpWeQc0woVKqClpVXopVqABw8eULly5b997n+ON380r7gpD4Xp0aMHO3bswMnJiR07djBw4EAgb4T64sWLyjxbyLvkX758+SLb+uSTT5Qbtp48ecLx48eZM2cOL168YPbs2SQlJan0m5qaGo0bNy7QTlxcHLNmzVJGWSFvKsvLKy+8nKxpamqqvFdFfW7j4uI4deqUyjllZ2dTv359ANauXcvChQuZNGkSjx8/xtbWlsmTJ1O1atUiz/lNevr0KYMGDeLhw4fUrl2bDh06FFruypUrAMqXSsg7x8I++8UJDAwkKSmJVatWFbiKAVC7dm2VaRmQNx2pUqVK9OjRA29vb/bv34+hoSG+vr7K/9smJibo6Ohw5coVsrOzC3xREUKIf5qMyJZi+dMGAgICiIiIYMmSTugjTwAAcylJREFUJezZs0e57Ofk5MTFixc5d+4c0dHRdO3aFQBjY2MSEhJU2tq4ceMrL7VWrlwZHR0dlbuW85d/ejnxgrw/eI8fP1ZG7ADu3LmjtGNiYlLg7vqXYzIyMqJFixbs2bOHPXv2FHoHN+TN9fT19WXevHkcO3aMwMDA1xppMzIyUjmf3Nxc7t+/X2hZLS0tbG1tlVG1l6WkpNCpUyeCg4P/9rm/KU5OTpw5c4Zff/2VhIQEOnbsCOSdc9OmTYmMjFReBw4cICgoqNB22rRpo7KKQ/ny5XFwcGDgwIH8/vvvQOGfqblz5yrnnc/IyAg/Pz+VY4eEhDBo0KBXnk9xn1sjIyO6d++u0u6ePXv44YcfyMjI4MaNG0ydOpVff/2V7du38/TpU2W++Nv25MkT+vfvz8WLFylXrhz+/v6FJpfwfzfvGRgY/OXjHT58mGPHjtG9e3dsbW1LVOfOnTuEhIQwbNgwDh48SHBwMOPGjaNMmTLK/OZ8BgYG5OTk8OTJk78coxBCvCmSyJZiCQkJfPXVV5w8eVJlJDH/0rihoSEtWrRgypQptGzZkooVKwLg4ODAxYsX2blzJ9nZ2Zw9e5bZs2ejo6NT7PHyR3z9/f2Ji4sjPT0df39/0tPTadOmjUrZhg0bUrt2baZNm0ZKSgqPHj3Cz8+PJk2aYGpqiouLCwcOHODEiRNkZ2ezfft2ZT5jPmdnZ/bs2UNkZKSShP9ZcnIy6urqyqXQc+fOERgYWOKbYlxdXdm0aRPnz58nMzOTpUuXFjniCnmXZKOiopg2bZqS8F6/fp2vv/4aExMTunbt+kbOvaS0tbULzE/OZ2hoSMuWLfHx8cHBwUHpI0dHR6Kioti9ezfZ2dkkJCQwcOBAFi9eXGg7Xbt2Zf78+YSHh5ORkUFmZiYXLlxg06ZNtG/fHsh7rzZv3szFixfJyckhKCiILVu2KJ+5fD169ODHH3/k5s2b5ObmEhYWRteuXZWbF4tT3Oe2e/fuyrzX3Nxcrl27xueff86mTZuAvGXKVq9eTVZWFlWrVkVLS6vIKSRvUmpqKgMHDuTixYuUL1+etWvX8vHHH7+y3t+5ES1/mkZISAhmZmb069cPgIiIiCKXx1u0aBEmJiY4OzsTExMDQJcuXWjSpAk3b94s9DOmri5/PoQQ755MLSjF6tevj7e3N5MnT+b+/fsYGBjg5uam3O0M0L17d0aPHs3w4cOVbTVq1GDZsmXMmzePyZMnU7lyZaZMmULjxo25efNmscecMGEC/v7+9OnTh6dPn9KoUSPWrVtHxYoVlRuLIO+ScEBAADNmzMDe3p6cnBzs7OwYP348kDfXztvbm4kTJ5KSkkLLli359NNPVUaq7O3tmTJlCk2bNi2QEOWztbWlT58+uLm5kZOTQ/Xq1XFzc2PBggXKiHVxHB0defz4MR4eHiQnJ9OxY0fMzMyKLJ9/SXbx4sV0796d1NRUKlSogL29PcOGDaNMmTIAf/vcS6pr1674+vryxx9/MG3atAL7XVxcGDZsGD169FC2Va9eneXLlytLamlra9O+fXslvj8bM2YMhoaGLFmyBE9PT3JycpSEPH+Jpq5du/L06VPGjh1LUlISn3zyCStXrlSZXgEo0xsGDx7MgwcPqFatGrNmzaJJkyavPNfiPrcAM2fOZPbs2dy+fRt9fX2cnZ35+uuvUVdXZ+nSpcyaNYtly5ahoaFB69atGTduXMk6+W+YOHEiFy5cwMDAgHXr1lGnTp1iy+df2Xjw4MFfPma9evW4ffu2MlXk8ePHnD17lvLly2Npaal8RvNdu3aNnTt3Mnv2bGUaC+QlqvlTB/Kn6uTm5pKcnIy2tjblypX7yzEKIcSbopb758mE4l/lt99+Y+jQoRw5cuQvJUr/r707j8spfx8//qq0IEuyJvuMDEalzRqyK4QsaYwtOzUh28yEyNjGzliHMWGMVAgTMYSxZR37pGHa7JTS3v37o1/n654WmUE1n+v5ePRQ73Pe73Odcx913e9znXO/L9mP73m9FrB3794MGDCAfv36KW3du3fH3d1duWHmv6Cg+y6KhpSUFK5du8aRI0dyPIXhdTNnzlT7+erVq/Tt2xfIqpF+PYlt2bJlrk8G2L59O7Nnz8bNzU3tzWe2adOmERAQgLu7O2PHjlXas7/38fHBwMCACxcuYGFhAWQ9gu7zzz/H2tqaH3/8MceYbm5uREREsHfvXjQ1NQkMDGTq1Kn4+vqyYcMG7t27p9w0GBkZSYcOHTAzM1Oe/PGuvB5zcVHcYi5u8ULxjFl8WDIj+x+VkJBAdHQ0K1asoG/fvkUqiQX4448/mDdvHtu2bcPIyIiQkBDCw8Np3rw5kPUYotOnT5OYmJijbKG4e9O+i/+G7OQPsm5Ge/2GtrzKGrJrWrM/ua2gjhw5AvDWn6B2/fp1Dh06xIoVK5RSAQcHB86fP8/o0aOpVKmSWi3x9evXAd77Ex+EEKKgJJH9j4qNjWXAgAE0adIkxwcjFAWdOnXi1q1bODs78/LlS2rXrs3KlSupUaMGAF9//TX3799n8eLFapc7/wvetO/iv2Hy5MlvXb5Qs2ZNrK2tuXjxIikpKTnq1ufPn5/rJ2tlP+0gNzY2Nnkub9SoEbdu3VJrK1GiBD4+Pvj4+ORY/+TJk2hoaOR586UQQnxo/60MQSg+/vjjf3wD0Yfi5uaGm5tbrsvyeqbpf0V++y7+t7m6ujJy5EiOHDlCt27dCjscRWpqKiEhIXTu3FnedAkhigy57VQIIYqQNm3aYGtrm+fj0ArL3r17SUxMxNPTs7BDEUIIhczICiFEEbNhw4bCDiEHJycnnJycCjsMIYRQIzOyQgghhBCiWJIZWSGEKAB3d/d8PzQkPT39P3djohBCFHUyIyuEEO+AJLFCCPHhSSIrhBBCCCGKJUlkhRBCCCFEsSSJrBBCCCGEKJYkkRVCCCGEEMWSJLJCCPEOpKenF3YIQgjxP0dusxVCiAJYvnw5SUlJeS6fOXPmB4xGCCEEyIysEEIIIYQopiSRFUIIIYQQxZIkskIIIYQQoliSRFYIIYQQQhRLksgKIYQQQohiSRJZIXKRmZlJdHR0YYeRq8jIyMIOQQghhCgSJJEV/xkmJiaYmJjw119/5Vg2f/58TExM8Pf3L9BYEydOVNaNiorCxMSEqKiodxrvP3Hs2DGGDh2q/Ozq6sratWv/1Zhv2r+4uDhmzZqFra0tZmZmtGrViqlTp/LgwYMCjW9ubk5YWNi/irG4evz4MdOnT6dVq1ZYWFgwaNAgrly58sZ+o0aNolevXjnaV61ahYmJCWvWrClwDCEhIZiYmDBo0CClLSIign79+mFmZka/fv2IiIhQlsXHx2Ntbc3q1avVxvH19cXMzKxI/D8QQohsksiK/xQDAwP27t2r1paenk5QUBClSpUq8DhPnz5916G9E8+ePSMzM1P5eePGjYwePfq9btPDw4Nnz57h7+/P5cuXCQgIIDU1laFDhxboQwAuXbqEpaXle42xKMrMzGTs2LH4+/tTunRpPvroI86dO8eQIUNyfbOV7ejRoxw7dgwXFxe19l9++eWt37S8ePGCWbNm5WhfuHAhMTExHDx4kAcPHrBo0SJl2aZNm9DQ0GDw4MFqfRwdHdHQ0GD+/PlvFYMQQrxPksiK/xQHBwf27Nmj1hYaGkqdOnWoWLGi0vbo0SO++OIL7OzsMDU1pVOnTkq/L7/8krCwMNatW4ebm5vSZ+/evXTp0gUzMzNcXV15/Pix2jIHBwcsLCzo27ev2gyknZ0dW7ZsoXv37piZmTFo0CBu3LjB8OHDMTc3x97enqtXryrrb9iwge7du2NpaYmNjQ3Tp08nNTWVs2fPMnPmTGJiYjA3N+f58+cMGjSIlStXAvDq1SvmzJlD8+bNsbKyYvTo0Tx69AiAu3fvMmrUKNq2bUuTJk3o3r07J06cKNAxvXDhAp07d1aOX6VKlZgxYwampqbEx8cDWQm2p6cn1tbW2NjY4OnpSWJiIpA1U3727Fkga4Zy4sSJtGjRAltbW3x8fEhOTgbA398fZ2dn5s6di42NDS1btsTLy0tJltPT01mxYgW2trY0bdqUQYMGcffuXQBSU1NZunQpdnZ22NjYMHbsWGJjY5V9WLVqFW3atMHa2honJyeOHz9eoH3/N27cuMHVq1cxNjZm//797Ny5k65du/Lq1Sv27duXZ79169ahq6tL165dgaxjNm3aNNzd3UlLS3urGObMmaN2nma7f/8+xsbGVKtWDSMjI+7fvw9kvY5bt25l5MiR6Ovrq/XR19enQ4cOhISE8Oeff75VHEII8b5IIiv+U9q2bUt8fDwXL15U2vz9/enTp4/ael999RUlS5bkwIEDXLx4EWdnZ2bOnEliYiI+Pj5YWloyatQoVqxYofS5ffs2fn5+HDt2jMePHyuXXo8ePYq3tzezZs3i3LlzjBgxghEjRqjVsvr6+rJhwwZOnjzJo0ePGDRoEG5ubpw9e5aPP/6Yb7/9FoCDBw+ydetWVq1aRVhYGNu3b+fo0aPs3bsXGxsbZs+ejZGREZcuXcLAwEBtn2bPns3Vq1cJCAjg5MmTlC5dmunTpwPg5uZGgwYNOHz4MGFhYTRv3pyvv/66QMfU3t4eLy8vvLy8CAoKIjIykkqVKjF//nwqVKigjP/y5UsOHTrE4cOHefDgAQsWLFAbJzMzkzFjxqCtrc2hQ4cICAggPDycefPmKetcvHgRQ0NDTp48yfr169m3bx8hISEArFmzhn379rF582bOnTtH48aNGTduHABLliwhNDSUrVu3cvz4cerWrcvIkSNJT0/nzJkz+Pr6snPnTs6dO0ffvn2ZPXu22sz2+1C5cmWWLFnC9OnTKVEi60MUs98MPH/+PNc+ERERXL58mWbNmlG6dGkArly5QkBAAM2aNcPW1rbA2z969ChBQUF88sknOZbVqlWL6OhoYmNjiYmJoVatWkBWEl26dOkcs8HZ7OzsUKlU+Pn5FTgOIYR4nySRFf8p2tra2NvbExgYCGQlDGFhYXTu3FltPW9vb7766it0dHR48OABpUuXJikpibi4uDzHHjVqFPr6+pQvX542bdoos1g7duzA2dkZS0tLtLS06NSpE9bW1uzevVvp6+zsTNWqVdHX16dJkybY2NhgamqKjo4OrVq1UuoOW7dujZ+fH7Vq1eLFixe8ePGC8uXLv7EeNTU1lQMHDuDu7k7VqlXR1dXlq6++YvLkyQCsXbuWcePGoaGhQWxsLGXLli1wjevcuXPx9vbmyZMnzJkzhw4dOtCxY0elhCM6Oprz588zdepUypcvT9myZVm8eDFDhgxRG+fatWvcvHkTLy8v9PX1MTQ0ZOLEifj5+ZGamgqAnp4eo0ePRltbm0aNGmFiYqLMugYGBuLq6kq9evUoUaIEbm5uLFiwgIyMDHbu3MnEiRMxNjZGT08PDw8PYmJiOH/+PDo6OiQkJODn58fNmzfp27cvR44cQVPz/f76q1y5Mvb29nTo0AHImu08cOAAAGZmZrn2CQ0NBcDU1FRpq169OqtXr2bz5s0YGhoWaNsJCQl4eXlRvXp13N3dcyz39PSkatWqdOnShSpVquDp6cnDhw/ZsWMHo0ePRk9PL9dxs+M6depUgeIQQoj3rURhByDEu+bo6IirqytfffUV+/bto1OnTpQsWVJtnaioKBYvXsyff/5JjRo1qF27NkC+s3Rly5ZVvtfW1lYueUdHR3Pu3Dl27NihLM/IyKBcuXLKz+XLl1e+19LSUhtLU1MTlUoFgEqlYtmyZfz666+UK1eOBg0akJaWpizPS1xcHKmpqRgZGSltBgYGyqztrVu3GD9+PI8ePaJ27doYGhq+cczX47O3t8fe3h6VSkVERAR79+5lypQpVKpUSTm21atXV/pUqVIlxzhRUVFkZGTQpk0btXYtLS3lCRGGhoZoaGgoy7S1tZXX5PHjx2r7V7JkSUxNTXn69CmvXr3C3d1dLTlNT08nKiqKvn37snz5cmVWPHvGccyYMe89mc0WHx+Pq6srT58+pV69ejneWGW7ffs2AHXq1FHaPvnkk1xnVfOzdetWHj9+zKZNm9DW1s6xvF69euzatUutzcvLC0NDQ/r06YOXlxfBwcFUrlwZb29vzM3NATAyMkJXV5fbt2+TkZGBlpbWW8UlhBDvmiSy4j+nSZMmVKxYkV9//ZWAgABmzpyptjwtLY1Ro0bh4eGBi4sLGhoaXLt2Ld+6xfxUqVIFR0dHRo4cqbRFRkaq1Ri+npzl59tvvyUqKoqQkBClf/fu3d/Yz9DQUJldrlu3LgAxMTHs2LGDzz77DHd3d1atWoWdnR0AwcHBHD58+I3jnjhxAg8PD0JDQylVqhQaGhrUq1cPDw8PTpw4wY0bN3BwcAAgNjZWuUR948YNTp48qXZMqlSpQsmSJTl79qySACUlJRETE0PNmjW5dOlSvrFUq1ZNbRb51atXrFixglGjRqGjo8PmzZvVZjL/+OMPjI2NiY2NpXLlymzevJnU1FROnDjBF198QaNGjWjbtu0bj8G/9eLFC4YNG8b169cpV64cy5cvzzW5hP+7ybBMmTL/eHvHjh3j5MmT9O7dm1atWin1yfmJjIzE39+fmTNncvjwYXbu3MncuXPZtWsX06ZNIzg4WFm3TJkyPHnyhBcvXhR4hlgIId4XKS0Q/0mOjo6sWrWKlJSUHJdxU1NTSU5OpmTJkmhoaBATE6PctZ09y6qjo8PLly8LtK0+ffrg6+vLtWvXgKyboxwdHf/RDUXx8fHo6uqipaVFSkoK33//PXfu3FGL69WrVzmeFqCpqUnPnj1ZuXIljx8/JikpiSVLlnDz5k0SExPJyMhQntoQHh6u1Pe+6eYhKysrypcvz8SJE5VL/C9fviQgIIA///yTtm3bUqVKFVq0aMHixYt5+fIlcXFxLFiwIMdzeJs0aUL16tVZtGgRSUlJJCYmMmvWLMaOHVugY9OrVy82bdrE/fv3SUtLY/Xq1YSGhlK+fHl69erFkiVLePjwIZmZmWzbto1evXrx+PFjrl27hqurK7du3UJHR0eZLf57jfH7kJiYyPDhw7l+/Trly5dny5YtfPzxx2/s92/qd3/55RcgqzbcxMSEzz//HIBz587l+Zi1lStXYmRkRK9evZQbD7t3746VlRX37t3L9f/Ch5rNFkKI/MiMrPhP6tmzJ0uXLlVqRF9XunRp5s2bx/Lly5k7dy4VK1akb9++3Llzh/DwcGrXrk2PHj3w9vbmzp07zJ07N99tOTg4kJiYyJQpU4iNjaVixYq4u7vj6Oj41nF7eHgwffp0WrRoQcmSJbGysqJ79+788ccfQFZiWaFCBaysrHI8E3f69OksWbKE3r17k5KSQvPmzVm4cCEVKlRgypQpTJ48maSkJKpWrUq/fv1YuHAh4eHh+c7+6enpsX37dlatWsWIESN4/vw5WlpamJmZsWXLFurVqwdkzSR/8803dOnShYyMDDp27KjcaJZNW1ubdevWsWDBAtq3b096ejrm5uZs3LixQJeoXV1dSU9PZ+jQocTHx2NqasratWvR0NBg+vTprFixggEDBhAXF0edOnVYv349NWvWpGbNmkRERDBmzBieP39OxYoV+fLLL9Vmb9+XL7/8kmvXrlGmTBl++OEHGjRokO/62TeDPXny5B9vs2HDhvz1119KOcvz58+5ePEi5cuXx8LCIkeZTXh4OPv27WPhwoXKTWmQlahmvy6vl77ExcWho6OjVjojhBCFRUNV0EI5IYT4H5SSksK1a9c4cuQISUlJea739xKWq1ev0rdvXyCrfvj1JLZly5a5Phlg+/btzJ49Gzc3N+WJDK+bNm0aAQEBuLu7q81kZ3/v4+ODgYEBFy5cwMLCAoCzZ8/y+eefY21tzY8//phjTDc3N6XuWVNTk8DAQKZOnarUFN+7d49Dhw4BWSUIHTp0wMzMjJ07d+Z5LP6J12MuLopbzMUtXiieMYsPS2ZkhRDiPchO/iDrhsDXSy3yKmto1aoVwFt/EtqRI0eArBu23sb169c5dOgQK1asUEoFHBwcOH/+PKNHj6ZSpUpqj0e7fv06kJWICyFEUSCJrBBCvAeTJ0/OtbQlPzVr1sTa2pqLFy+SkpKCrq6u2vL58+fn+sla2U87yI2NjU2eyxs1asStW7fU2kqUKIGPjw8+Pj451j958iQaGhq5fnyuEEIUBqnWF0KIIsTV1ZXk5GRllrWoSE1NJSQkhM6dO1OjRo3CDkcIIQBJZIUQokhp06YNtra2+Pr6FnYoavbu3UtiYiKenp6FHYoQQiiktEAIIYqYDRs2FHYIOTg5OeHk5FTYYQghhBqZkRVCCCGEEMWSzMgKIUQBuLu757j56nXp6elqz2EVQgjx/smMrBBCvAOSxAohxIcniawQQgghhCiWJJEVQgghhBDFkiSyQgghhBCiWJJEVgghhBBCFEuSyAohhBBCiGJJElkhhHhL6enphR2CEEII5DmyQghRIMuXLycpKQmAmTNnFnI0QgghQGZkhRBCCCFEMSWJrBBCCCGEKJYkkRVCCCGEEMWSJLJCCCGEEKJYkkT2PyIyMrKwQ/jPKarHtKjG9b49efKEV69eFXYYQgghihBJZIu4uLg4Zs2aha2tLWZmZrRq1YqpU6fy4MEDZZ1FixaxevXqf7yNQYMGsXLlSgC8vLzw8vL613G/LiwsDHNz83/cPyUlhe+++47u3bvTtGlTWrZsiZubG3/88cc7jFLd9u3bmTFjhvKzvb09e/fufS/bmjt3LiYmJpw9e/aN6968eZOuXbu+lzje1uvnzetCQkJo0qQJKSkpSlt8fDyNGjWiW7duauueO3eORo0aERcXl2OcvXv3Ym9vD2QlsZ06deLZs2cArF27FldX13e5O+9UfHw8NjY2NGzYsEDrjxo1il69eik/X7x4kd69e9O4cWPat2/P7t278+x79uxZTExM1L4GDhyIiYkJgwYNAiAiIoJ+/fphZmZGv379iIiIUIvV2to6x+8QX19fzMzMiIqKeptdF0KID0oS2SLOw8ODZ8+e4e/vz+XLlwkICCA1NZWhQ4cqz7J8+vTpO9uet7c33t7e72w8AEtLSy5duvSP+iYnJzNw4EB+++03Fi1aRFhYGL/88gu1a9fG2dmZu3fvvtNYs/39mO7fv58ePXq88+0kJiYSGBhIv3792Lx58xvXj4+PJy0t7Z3H8S61aNGCzMxMtdf8+PHjmJiY8Ndff3Hv3j2l/bfffqNp06aUK1cuxzg9evRg//79QNZ5kJiYqCwbPXo0GzdufH878S+8fPmScePG8eLFiwKtf/ToUY4dO4aLiwsAjx49YsSIEdy8eZNGjRrx9OlTZsyYQWhoaK79DQwMaN++vdqXoaEhACYmJgAsXLiQmJgYDh48yIMHD1i0aJHSf9OmTWhoaDB48GC1cR0dHdHQ0GD+/PlvewiEEOKDkUS2iLtw4QKdO3emYsWKAFSqVIkZM2ZgampKfHw8q1evZt++fezbtw8nJyeAHLN7a9asUWZmAHbt2kX79u0xNzdn6tSpyrMxAaZNm8a0adMAyMzMZMuWLXTu3BkrKysGDx6sNgv6008/0aFDBywtLenRoweBgYG57kP2jFH293Z2dqxevZpWrVphY2PDF198QUJCQq59t27dSmxsLGvXrqVBgwZoampSpkwZJk6cSPfu3blz5w6QNTs4depU2rRpQ/v27UlJSeHevXuMHDkSGxsb2rdvz5o1a8jIyAAgLS2NhQsX0rVrV2WWd8GCBQAEBASwbt06wsLCaNmyJQB2dnb4+/uza9cu7OzsUKlUSozr169nwIABADx+/JiJEyfSokULbG1t8fHxITk5Oc/Xd8+ePdSuXZvx48dz8uRJtZmyqKgoTExM8PHxwcrKCjc3N0aMGAGAubk5N27cIDw8HBcXFywtLbGzs2PGjBlqr+fr7t69y6hRo2jbti1NmjShe/funDhxQm1bP//8M3Z2dlhaWuLq6srDhw+V/vmdN68rVaoUVlZWaufgkSNH6NKlCzY2Nhw5ckRpP336NO3atQOyzltvb2/lnPD398fOzo6MjAwcHBwAcHBwICQkhJUrVyrn9MqVK3Fzc2PSpElYWFjQtm1bli1bpmzj1atXzJgxQzlGW7dupWHDhu9lpvHAgQP06NGDc+fOFbjPunXr0NXVVWba/fz8SEhIwNnZmZ07dypvLH/44Ydc+9evX581a9YoXzNnzuTVq1fUrVsXT09PAO7fv4+xsTHVqlXDyMiI+/fvA/Ds2TO2bt3KyJEj0dfXVxtXX1+fDh06EBISwp9//vnWx0IIIT4ESWSLOHt7e+Vyf1BQEJGRkVSqVIn58+dToUIFxo0bR/fu3enevTt+fn5vHO/06dPMmTMHHx8fzp8/j6mpKb///nuu627bto0ffviB5cuX89tvv9GpUyeGDBnCy5cviYyMxNvbm++++46wsDA8PT3x9vbm5cuXb4whOjqax48fExISgp+fHxcuXGDnzp25rvvrr7/Stm1bSpcunWPZzJkz1S6znzt3Dj8/PwICAsjIyGDo0KGYmJhw4sQJtmzZQnBwMJs2bQKykoKTJ0/y448/cvHiRVatWsXWrVs5ffo0vXr1YtSoUVhaWnLq1Cm1bXbr1o3nz5+rJSp79uyhT58+ZGZmMmbMGLS1tTl06BABAQGEh4czb968PI/F9u3bcXZ2pkqVKnTs2JEtW7bkWCcjI4PffvsNHx8fNmzYAMClS5do2LAhs2bNwtLSUtn333//naCgoFy35ebmRoMGDTh8+DBhYWE0b96cr7/+Wm2d48ePExgYyKFDh3j06BHr1q0D3u68AWjTpo2SyKampnLixAns7Oxo166dksi+fPmS33//XUlkAR48eMDx48fVrgpoaWkp+xQUFESHDh1ybO/QoUO0bt2ac+fOMWfOHNauXavE5+PjQ0REBL/88gv+/v6EhoYqb2jetXXr1vH8+XMmTJhQoPUjIiK4fPkyzZo1U87xixcvAmBtbQ1As2bNAAp8VcPHx4ekpCSmT5+Orq4uALVq1SI6OprY2FhiYmKoVauWEm/p0qWV2eC/y37TVpDfLUIIURgkkS3i5s6di7e3N0+ePGHOnDl06NCBjh07/uN6zb1799KpUyeaNWtGiRIlGDhwIJ988kmu6+7YsYNRo0bRoEEDtLW1cXFxwcDAgF9++QVNTU00NTXZtWsXly9fpkWLFoSFhVGmTJkCxTF+/Hj09PSoUaMG1tbWeZYIPHv2jEqVKhVozNatW1OpUiXKli3LsWPHSEtLY+LEiejo6FCjRg3GjBnDtm3bAOjbty/ff/89FStW5OnTpyQnJ1O6dGm1GcjclC5dmm7durFnzx4Arl69SkxMDN26dePatWvcvHkTLy8v9PX1MTQ0ZOLEifj5+ZGamppjrLNnz/L48WNltnHQoEHs2bNHqQPN1r17d7S1tXM9trq6upw+fZqQkBC0tLTYs2cPffv2zTX2tWvXMm7cODQ0NIiNjaVs2bJqtdYAI0eOpGzZslSoUIF27dopr8vbnDeQlchevXqVpKQkzp49S4UKFfjoo4+ws7Pj8uXLPHv2jLNnz1KjRg3q1Kmj9OvWrRt6enqULVs2z7FzU6dOHRwdHdHS0lLOg7t375KamkpQUBBubm5UrFiR8uXLM3369Lca+20MHDiQ4OBgHB0dC7R+drmAqamp0pb9mpQvX17t38TExDe+UQwPDyc4OJh69epha2urtHt6elK1alW6dOlClSpV8PT05OHDh+zYsYPRo0ejp6eX63jZcf39DZ0QQhQV8hG1RZympib29vbY29ujUqmIiIhg7969TJkyhUqVKtG8efO3Gu/hw4c0atRIra1mzZq5rhsdHc2CBQtYvHix0paenk50dDTVq1dny5YtbNy4kWHDhqGpqYmjoyOenp7KLFB+skslALS1tcnMzMx1vcqVK/Po0aNclz1//hx9fX20tbVzjBkdHc2zZ8+wsrJS2lQqFenp6aSkpJCUlMTcuXM5f/48lStX5pNPPkGlUuUZx+v69u3L8OHD8fLyIjAwkK5du1K6dGmioqLIyMigTZs2autraWkRHR2tlrBB1ox3YmIidnZ2SltycjLbt29n/PjxStvr+/V3S5cuZcWKFSxcuJDo6GgsLCyYOXMmH3/8cY51b926xfjx43n06BG1a9fG0NBQrUQCUGorAUqUKKEcj7c5byArsaxWrRoXL17kyJEjtG/fHgAjIyM+/vhjTp06xaVLl9T2/U37mp+/98s+p+Li4khOTqZq1arKMmNj43+0jYLo378/QIHLFm7fvg2gdm5kl6KUKJH16zn7/AZISkrK983i1q1bAejSpYtae7169di1a5dam5eXF4aGhvTp0wcvLy+Cg4OpXLky3t7eys2ZRkZG6Orqcvv2bTIyMtDS0irQfgkhxIciiWwRduLECTw8PAgNDaVUqVJoaGhQr149PDw8OHHiBDdu3Mg1kdXU1FS7dPr8+XPl+ypVquT4I/vgwYNcE58qVarwxRdfqN1pHhERQeXKldXuHk9PT+fChQt4eHhQp06dPC9T/hN2dnZs3LiRxMTEHOUFHh4eGBoa8u233wKgoaGhFnutWrU4ePCg0hYXF0dcXBy6urp8/fXXlC1bltDQUHR1dcnMzFRLevNjZmZGtWrVCAkJ4cCBA6xZs0bZZsmSJTl79qzyBz8pKYmYmJgcSd/Dhw85cuQIvr6+aonV/v37Wb9+PSNHjlTaXt+v16lUKm7evIm7uztfffUVUVFRLFiwgGnTpuW4y/3Ro0e4u7uzatUqJXkMDg7m8OHDBdrntzlvsrVp04awsDBCQ0PVbhhq164dZ8+e5cKFC8yePVutT177+k8ZGhqiq6tLTEwMdevWBSAmJuadbuPfyL6p8PXkNPuN4Ov13NlKliyZ51hpaWkEBQWhra2NhYVFvtuNjIzE39+fmTNncvjwYXbu3MncuXPZtWsX06ZNIzg4WFm3TJkyPHnyhBcvXqi90RFCiKJASguKMCsrK8qXL8/EiROVS7wvX74kICCAP//8k7Zt2wKgo6OjdsmxTp067Nu3j+TkZG7fvq2WzDk5ORESEsLx48dJT08nICCAK1eu5Lr9Pn368N1333Hv3j1UKhUhISH06NGDmzdvEhsby7Bhwzh9+jQlSpTAyMgIyLqD+l0aOHAghoaGjB07ljt37qBSqXj69Clz5szh+vXrjBo1Ktd+bdu2JT4+ns2bN5OamsqLFy/w8PBQakLj4+PR09NDU1OThIQEFi5cSEJCgvIkiL8f079zcnJiyZIlGBgY0LRpUwCaNGlC9erVWbRoEUlJSSQmJjJr1izGjh2bo/+OHTto2LAh5ubmVKpUSflycnIiKSlJKV34Ox0dHSDrPNDQ0MDHx4dly5aRkpJCpUqV0NPTy/U1SEhIICMjg1KlSgFZl6CzH7dUkKcgvM15k83W1pZ9+/aRmJiolljZ2dlx8uRJnj59qhy7N8ne77xuCsyLpqYmvXv3ZtWqVTx58oSXL1+q3bFfVLx+JaBy5coAyiPJsp9+oK+vn+9s7JUrV0hMTMTS0jLPUoFsK1euxMjIiF69enH16lUgq4TFysqKe/fu5Xrua2rKnwshRNEjv5mKMD09PbZv307lypUZMWIE5ubmtGvXjv3797Nlyxbq1asHQNeuXQkLC6Njx45A1iXDmzdv0rx5c2bPnq1WM2lhYcGCBQuYN28elpaWBAcHK3fm/93w4cNxcHBgxIgRNG3alGXLlrFgwQKsrKxo1KgRXl5ezJo1C3Nzc1xcXHBxcXnnzzjV1dVl+/btfPLJJ4wbN46mTZvSo0cPnjx5wo4dO6hfv36u/cqWLcv333/PyZMnad26NZ07d8bAwIClS5cC8PXXX3Pz5k2sra3p0qULCQkJtGrVSnkqQ7t27Xjx4gUWFha53p3fo0cPHj16RJ8+fZQ2bW1t1q1bR0xMDO3bt1fG2Lhxo9ol2bS0NHbt2pVrHaW+vj5dunRhy5YtOS77Q9ad/ebm5rRu3ZrTp0+zdOlS7t69S6tWrWjRogUJCQnMnTs3R7+6desyZcoUJk+ejIWFBe7u7vTp04cSJUoQHh6e/4vA25032WxsbHjy5Am2trZq+//pp5+SkZFB69atlcvnb1KpUiXs7Ozo379/vs9UzY2npyc1atSgY8eO9OzZU3mCxuuX7AtLdknEkydPlLYmTZoAKDfLZd9Y+Kak/8yZM0DW8c1PeHg4+/btY8KECWrHX1NTU3mdss89lUpFXFwcOjo6uT4iTQghCpuGKre/lkII8R9x/vx5PvnkE+XxUnfu3KFnz55cvny5QPXcKSkpXLt2jSNHjihvambOnJlvn6ioKNq3b4+WlhY3btzIc73t27cze/Zs3NzcGDdunNLXwcGBlJQUTE1NuXXrFklJSWzcuJHWrVsDKLP8Pj4+ygz8jBkz2L17NwsWLKBGjRp5lhe4ubkptfaampoEBgYydepUfH192bBhA/fu3ePQoUNAVglChw4dMDMzy/PJIu/KhQsX3lgSUdQUt5iLW7xQPGMWH5bMyAoh/tM2bdrEggULSE1NJTExkXXr1tG8efMCJbHvW6tWrYCsT7/LZmxszKZNm2jYsCHXrl2jQoUK+Pj4KEksZD2X98iRI2qfnpZdb5tfec/169c5dOgQbm5uSqmAg4MDTk5OjB49mr/++kvtcXHXr18HeOPsuxBCFBa52UsI8Z/m5eXF7NmzadWqFSqVipYtW7Jw4cL3uk1jY2PliQT5qVmzJtbW1ly8eJGUlBQlubawsMi3hCK3sbOf+QtZs1i5adSoEbdu3VJrK1GiBD4+Pvj4+ORY/+TJk2hoaKh9fK4QQhQlksgKIf7TjIyM1JK8osbV1ZWRI0dy5MgRtSeEFLbU1FRCQkLo3LkzNWrUKOxwhBAiV1JaIIQQhahNmzbY2tri6+tb2KGo2bt3L4mJicrH3AohRFEkM7JCCFHIsj96uChxcnLCycmpsMMQQoh8yYysEEIIIYQoliSRFUIIIYQQxZKUFgghRAG4u7srTxVIT08v8Ic5CCGEeH9kRlYIId6SJLFCCFE0SCIrhBBCCCGKJUlkhRBCCCFEsSSJrBBCCCGEKJYkkRVCCCGEEMWSJLJCCPGW0tPTCzsEIYQQyOO3hBCiQJYvX05SUhIAM2fOLORohBBCgMzICiGEEEKIYkoSWSGEEEIIUSxJIiuEEEIIIYolSWSFEEIIIUSxJImsEEIIIYQoliSRFW8tNTWVhw8fFnYYRZ4cp/9d8fHx2NjY0LBhwwKtP2rUKHr16qX8fPHiRXr37k3jxo1p3749u3fvzrPv2bNnMTExUfsaOHAgJiYmDBo0CICIiAj69euHmZkZ/fr1IyIiQi1Wa2trVq9erTaur68vZmZmREVFvc2uCyHEByWJbBG1efNmTExM8Pf3/1fjuLq6snbt2n81RvYfymwuLi6cOnXqX41Z0G29T1FRUZiYmOT6h3rYsGF88cUXufZbv349Xbt2RaVS5Tv+vz1O5ubmhIWF/eP+70pcXByzZs3C1tYWMzMzWrVqxdSpU3nw4EGB+heV/fhQXr58ybhx43jx4kWB1j969CjHjh3DxcUFgEePHjFixAhu3rxJo0aNePr0KTNmzCA0NDTX/gYGBrRv317ty9DQEED5v7Rw4UJiYmI4ePAgDx48YNGiRUr/TZs2oaGhweDBg9XGdXR0RENDg/nz57/tIRBCiA9GEtkiSKVSsWPHDvr378/mzZv/1VgbN25k9OjR7yiyLE+fPn2n4xVFLi4uhISE8OzZM7V2lUrFzz//zGeffYaGhka+Y/zb43Tp0iUsLS3/1RjvgoeHB8+ePcPf35/Lly8TEBBAamoqQ4cOLdAHAxSV/fgQDhw4QI8ePTh37lyB+6xbtw5dXV26du0KgJ+fHwkJCTg7O7Nz5068vb0B+OGHH3LtX79+fdasWaN8zZw5k1evXlG3bl08PT0BuH//PsbGxlSrVg0jIyPu378PwLNnz9i6dSsjR45EX19fbVx9fX06dOhASEgIf/7551sfCyGE+BAkkS2CQkNDefXqFdOmTePRo0ecPHlSWXb//n0+//xzmjZtSvfu3VmzZg12dnYA+Pv707t3b4YMGYKlpSWHDx9m0KBBrFy5EoBXr14xZ84cmjdvjpWVFaNHj+bRo0cA2NnZqc3+7tmzRxn3dcOGDSMmJoaZM2cyf/78XGdQhwwZomxz2rRpuLm50blzZ5o3b87Dhw+5dOkSn3/+Oa1ataJJkyb079+fa9euFejYZO+jjY0NFhYWjBs3jufPnwOwcuVK3NzcmDRpEhYWFrRt25Zly5YpfRMSEpg6dSoWFha0bt2aPXv25Lmddu3aUaVKlRzrnDhxgufPn+Po6EhqaipLly7Fzs4OGxsbxo4dS2xsbK7HCeDq1at89tlnWFlZ0blzZ3766Sdl3NyOk4mJCWfPngWyZta2bt1K586dadq0KS4uLvzxxx8FPi7Dhg1Tlq9evRpra2tSU1OV/rt27cLR0THXY3HhwgU6d+5MxYoVAahUqRIzZszA1NSU+Ph4ICsh8vT0xNraGhsbGzw9PUlMTFRiz96Px48fM3HiRFq0aIGtrS0+Pj4kJycr++Ds7MzcuXOxsbGhZcuWeHl5Kclyeno6K1aswNbWlqZNmzJo0CDu3r0LkO9rAbBq1SratGmDtbU1Tk5OHD9+PM/X/t9Yt24dz58/Z8KECQVaPyIigsuXL9OsWTNKly4NZJUVAFhbWwPQrFkzIOsNQUH4+PiQlJTE9OnT0dXVBaBWrVpER0cTGxtLTEwMtWrVUuItXbq0Mhv8d3Z2dqhUKvz8/Aq0bSGE+NAkkS2Ctm3bRr9+/ShVqhR9+/ZVZmXT09MZNWoU9erV4/Tp0yxdujTHH5jr16/Tt29fTp06ha2trdqy2bNnc/XqVQICAjh58iSlS5dm+vTpbxXb999/j5GREbNnz2batGkF6nPq1Cm+++47goODKV++PKNHj6Zbt26EhoZy5swZqlWrxjfffPPGca5evcqcOXOYPXs2Z8+eZf/+/YSHh7N161ZlnUOHDtG6dWvOnTvHnDlzWLt2Lb///jsA3t7eREZGcvjwYfbu3cuFCxfy3JampibOzs45ju9PP/1E7969KV26NEuWLCE0NJStW7dy/Phx6taty8iRI0lPT89xnB4+fMiQIUPo2rUrv/32G8uXL2ft2rXs378/1+NUpUqVHDEdOHCAH3/8kdDQUPT09Fi8eHGBj8uZM2eYMWMGR44cYdiwYahUKrVkLjAwMM9E1t7eHi8vL7y8vAgKCiIyMpJKlSoxf/58KlSoAICbmxsvX77k0KFDHD58mAcPHrBgwQK1cTIzMxkzZgza2tocOnSIgIAAwsPDmTdvnrLOxYsXMTQ05OTJk6xfv559+/YREhICwJo1a9i3bx+bN2/m3LlzNG7cmHHjxgHk+1qcOXMGX19fdu7cyblz5+jbty+zZ88mMzMzz9f/nxo4cCDBwcF5Hsu/yy4XMDU1VdqySzbKly+v9m9iYiIvX77Md7zw8HCCg4OpV6+e2v9/T09PqlatSpcuXahSpQqenp48fPiQHTt2MHr0aPT09HIdLzuu91VKJIQQ/5YkskVMZGQkp0+fZsCAAUDWJe4zZ85w584dLl++TGRkJFOnTkVXV5ePPvoIV1dXtf66urp069YNXV1dZTYGsmasDhw4gLu7O1WrVkVXV5evvvqKyZMnv/d9MjMzo27dupQtW5YSJUqwc+dOBgwYQHp6OrGxsZQvX75A9Zb169cnKCiITz/9lISEBB4/fkyFChXU+tapUwdHR0e0tLRo3bo1lSpV4u7du6SmpnLw4EHGjx9PhQoVMDAwYMqUKfluz8nJiaioKGWG7OHDh4SGhuLi4oJKpWLnzp1MnDgRY2Nj9PT08PDwICYmhvPnz+cYa+/evXz88ce4uLigra1NgwYNGDRoENu2bcv1OOXm888/p3Llyujr69O5c2dlNrIgx6VGjRpYWlqir69PyZIl6datG3v37gWyzrkrV67Qo0ePXLc7d+5cvL29efLkCXPmzKFDhw507NhR6R8dHc358+eZOnUq5cuXp2zZsixevJghQ4aojXPt2jVu3ryJl5cX+vr6GBoaMnHiRPz8/JTZYT09PUaPHo22tjaNGjXCxMRE2c/AwEBcXV2pV68eJUqUwM3NjQULFpCRkZHva6Gjo0NCQgJ+fn7cvHmTvn37cuTIETQ13/2vv/79++f6JiQvt2/fBrLO22zZM9QlSmR9gri2trayLPsjcvOS/ealS5cuau316tVj165dXLlyhV27dlG3bl1Wr16NoaEhffr0wcvLCxsbG7p3764282tkZISuri63b98mIyOjwPslhBAfSonCDkCo2759OxkZGWp3MKtUKjZv3kyrVq0wMDBQmz0xNjZW629oaJhr7WZcXBypqakYGRkpbQYGBhgYGLyHvVCXfUkaQEtLi3PnzjFq1CgSExOpW7cu2trab7xxCrJmSbdu3cr+/fvR1dWlfv36JCQkqPV9fVuQlQRkZmby/PlzUlNTqVq1qrKsRo0a+W6vfPnyODg4sGvXLpo2bcrPP/9M8+bNqV27Nk+fPuXVq1e4u7urJUTp6em53jwWHR3N9evX1WpFMzMzldm23GL/u+wbeCArycmeUSzIcalUqZLaWL179+azzz4jPj6ePXv2YGtrq8yu/p2mpib29vbY29ujUqmIiIhg7969TJkyhUqVKlGyZEkAqlevrvTJLZmLiooiIyODNm3aqLVraWkRHR2t7OPr52/26wdZZQmvn78lS5bE1NT0ja9F3759Wb58Ob6+vmzYsEG5lD5mzJj3ksy+jew66jJlyiht2W9AsxPHtLQ0ZVn2sc5NWloaQUFBaGtrY2Fhke92IyMj8ff3Z+bMmRw+fJidO3cyd+5cdu3axbRp0wgODlbWLVOmDE+ePOHFixdq56AQQhQFksgWIcnJyfj7+7N48WKsrKyU9gsXLuDp6UmvXr14/vw5SUlJyh+01+sAgTxvQDI0NERHR4cHDx5Qt25dAGJiYtixYwdffPEFmpqaajMu2fWVb6KlpQVkJQ3ZM0h/7/t6TFevXsXb25uffvqJxo0bA1nlCgW5meSHH37gxIkTBAYGKklfQW9kMzAwQFdXl6ioKGX/CzILPGjQIJydnZkxYwZ+fn7MmTNHGU9HR4fNmzerXRb+448/cry5gKzErlmzZmzcuFFpe/LkiVqd6ptuHstLQY7L38c2NTWlZs2ahISEcPDgQTw8PHId+8SJE3h4eBAaGkqpUqXQ0NCgXr16eHh4cOLECW7cuIGDgwOQdS5m117euHGDkydPMnLkSLVjULJkSc6ePaucN0lJScTExFCzZs031oBWq1ZN7TV79eoVK1asYNSoUfm+FrGxsVSuXJnNmzeTmprKiRMn+OKLL2jUqBFt27bNd5sfyutlDpUrVyY8PJy4uDgA5ekH+vr6agnv3125coXExESaN2+eZ6lAtpUrV2JkZESvXr2UGu7u3btz7949Nm7cyMuXL3Nsq7CTfiGEyI38ZipC9u3bh7a2Np07d6ZSpUrKV6dOnahUqRK//fYbdevWZeHChaSkpHD//n2+//77Ao2tqalJz549WblyJY8fPyYpKYklS5Zw8+ZNtLS0qFOnDr/88gsJCQlER0fne3OHtra2UqtXs2ZNtLS0CAgIICMjgwMHDqjdhPR3cXFxaGpqKn9oL1++zNatW9VmnfISHx+PtrY22trapKens2fPHk6cOFGgvjo6Ojg6OrJ8+XIePnzIy5cv1R5BlJcGDRrwySefMHfuXPT09GjdujWQdTx79erFkiVLePjwIZmZmWzbto1evXrx+PHjHMfJwcGBCxcusH//fjIyMoiNjWX48OGsWrXqjTG8yT89Lo6Ojvz44488e/YsxyxpNisrK8qXL8/EiROVS/wvX74kICCAP//8k7Zt21KlShVatGjB4sWLefnyJXFxcSxYsECZZc3WpEkTqlevzqJFi0hKSiIxMZFZs2YxduzYAu1nr1692LRpE/fv3yctLY3Vq1cTGhpK+fLl830trl27hqurK7du3UJHR0eZLf4QVyPeJPuNx5MnT5S2Jk2aACg3yGU/AaFp06b5jnXmzBkAPv3003zXCw8PZ9++fUyYMEF58wlZ53T2G4zs2XyVSkVcXBw6OjqUK1euwPslhBAfiiSyRcj27dvp3r278sckm6amJr1792bHjh0sWrSIO3fuYGNjw4QJE2jevLlaDV1+pk+fTsOGDenduzdt2rQhLS2NhQsXAjB58mQSExNp3bo1Y8eOpXfv3nmO06dPH5YuXcqMGTOoXLky06dP57vvvsPKyoqjR4/mqM97XatWrRg4cCAuLi5YWVnh7e2Ni4sLz549y/Goq78bPnw41apVo127drRu3Zq9e/fi7OxMeHh4gfb/yy+/5NNPP8XBwYFOnTqpzd7l57PPPiMwMBAXFxe1mc3s4zlgwAAsLS3x9/dn/fr11KxZE1A/TjVq1GD9+vX4+vrSrFkznJycaNq0KV5eXgWKIT//9Lj07NmT27dv4+DgkOc5pKenx/bt26lcuTIjRozA3Nycdu3asX//frZs2UK9evUA+Pbbb9HT06NLly507tyZmjVr5riRUFtbm3Xr1hETE0P79u1p164dL168YOPGjTnO+dy4urpib2/P0KFDad68Obdu3WLt2rVoaGjk+1p07NiRYcOGMWbMGMzMzPjiiy/48ssvC/z6v0/ZVyVen2nu27cvJUuWZPv27QwYMICvvvoKyKqRzjZ27FjGjh2rdvUjJiYGQHlN8rJixQrq1auHvb29WgxXrlzh1q1b1KpVS6nTjoqKIi0tjYYNG8qMrBCiaFKJYiMpKUl1+vRpVUZGhtL2448/qvr371+IUYniKjU1VWVlZaW6efNmYYdSpCUnJ6vCwsJUCxYsUM2aNUs1a9asN/aJjIxU1a9fX/XJJ5/ku979+/dV9evXVw0ZMkStPSwsTNW7d29Vo0aNVO3atVPt2rVLbXn9+vVV9evXV8XGxiptI0eOVNWvX1917NgxVVhYWK7bu3btmsrExEQVHBystKWlpalmzJihatq0qapz586q8+fPK8sOHjyoql+/vmr58uVv3Od/K6+Yi7LiFnNxi1elKp4xiw9LamSLEW1tbdzc3Jg2bRq9evXiwYMH/PTTT0qNohAFoVKpCA8PJygoiHr16tGgQYPCDuk/x9jYWHkiQX5q1qyJtbU1Fy9eJCUlRbnRy8LCIt+Ppc1t7HXr1inf5/VouUaNGnHr1i21thIlSuDj44OPj0+O9U+ePImGhobazadCCFGUyLWiYkRLS4uVK1fi6+uLhYUFffv2pV27dgwfPrywQxPFiIaGBiNGjODgwYPMnj27sMP5n+fq6kpycjJHjhwp7FDUpKamEhISQufOnd/4hA8hhCgsMiNbzNjY2Kh9ApcQ/8SxY8cKOwTx/7Vp0wZbW1t8fX3p1q1bYYej2Lt3L4mJicrH3AohRFEkiawQQhSyDRs2FHYIOTg5OeHk5FTYYQghRL6ktEAIIYQQQhRLksgKIYQQQohiSUoLhBCiANzd3ZWnCrz+SXZCCCEKj8zICiHEW5IkVgghigZJZIUQQgghRLEkiawQQgghhCiWJJEVQgghhBDFkiSyQgghhBCiWJJEVggh3lJ6enphhyCEEAJ5/JYQQhTI8uXLSUpKAmDmzJmFHI0QQgiQGVkhhBBCCFFMSSIrhBBCCCGKJUlkhRBCCCFEsSSJrBBCCCGEKJYkkRVCCCGEEMWSJLJCiA/qyZMnvHr1qrDDEEII8R8giex/kImJCU2aNMHc3Bxzc3PMzMzo3r07gYGBauucPXs21/579+7F3t4eAH9/f+zs7D5E2HlauXIlgwYNKtQY8pLfcRw0aBCNGzdWex3Mzc1xdnbm999/L9D4rx//sLAwzM3NC9TPy8sLLy+vgu3EO3TkyBEGDBiAubk5TZs2pXfv3gQEBCjLnzx5QqdOnXj27Nk/Gv/s2bOYmJgAEBMTg7m5OTExMe8k9ncpPj4eGxsbGjZsWKD1R40aRa9evZSfL168SO/evWncuDHt27dn9+7defbNPiavfw0cOBATExPl/01ERAT9+vXDzMyMfv36ERERoRartbU1q1evVhvX19cXMzMzoqKi3mbXhRDig5JE9j9qw4YNXLp0SfkaO3Ys06ZN47fffntj3x49erB///4PEOV/36hRo5TX4PLly4SEhFCuXDkmTJhAZmbmW41laWnJpUuXCrSut7c33t7e/yTkfywsLIzJkyczZswYwsLCOHfuHO7u7syZM4c9e/YAkJycTGJi4jvZnpGREZcuXcLIyOidjPeuvHz5knHjxvHixYsCrX/06FGOHTuGi4sLAI8ePWLEiBHcvHmTRo0a8fTpU2bMmEFoaGiu/Q0MDGjfvr3al6GhIYCS9C9cuJCYmBgOHjzIgwcPWLRokdJ/06ZNaGhoMHjwYLVxHR0d0dDQYP78+W97CIQQ4oORRPZ/gIaGBl27dqV8+fLcvHlTaT958iQ9evTA3NycAQMGKLM0+c3ChoWF4ezsjIWFBR07dmTDhg1kZGQAEB4ejouLC5aWltjZ2TFjxgzlAfLJycksWLCANm3aYGNjw/DhwwkPDwcgKioKExMTtm3bRqtWrbC0tGT69OlqCU9iYiJffvklLVu2pHnz5qxatQqA/fv3Y21tTWpqqrLurl27cHR0zDX+X3/9lQEDBtC8eXPMzMwYMmQIkZGRyn47Ozszd+5cbGxsaNmyJV5eXsqnOKWlpfHNN99gY2NDs2bN2Lhx41u/FoaGhvTv35/Y2Fgl0Xn8+DETJ06kRYsW2Nra4uPjQ3Jyco6+r89GAhw/fhwHBwcsLCwYNmwYX3/9NdOmTQNg2rRpyveZmZmsW7eO9u3bY2lpibOzMxcvXlTG+fus8po1a5SZvMTERCZOnKgcD1dXV+7fv5/rvl26dImqVatia2uLlpYWJUqUoE2bNkyaNIm0tDQyMjJwcHAAwMHBgZCQkFxn2xs2bKjE8+jRI0aPHk3Tpk1p3749p06dUtbLPm+yZwzv3bvHyJEjsbGxoX379qxZs0Y5N7OTQ2tra2xtbXFzc/vHs8L5OXDgAD169ODcuXMF7rNu3Tp0dXXp2rUrAH5+fiQkJODs7MzOnTuVNyQ//PBDrv3r16/PmjVrlK+ZM2fy6tUr6tati6enJwD379/H2NiYatWqYWRkpLyGz549Y+vWrYwcORJ9fX21cfX19enQoQMhISH8+eefb30shBDiQ5BE9n9AcnIyP/30k3K5M9vFixfZvHkzv/32G6VLl+abb77Jd5yIiAiGDh1Kjx49OHPmDKtWrWLHjh1s3rwZgFmzZmFpacm5c+fw8/Pj999/JygoSFl29uxZtm/fTmhoKI0bN2bo0KG8fPlSGT84OJi9e/dy4MAB/vjjD7UZxRs3btC8eXNOnjzJkiVLWLVqFVevXqVDhw6oVCqOHz+urBsYGJhrIvvgwQPc3d0ZM2YMp0+f5tdffyUtLY2VK1eqHRNDQ0NOnjzJ+vXr2bdvHyEhIUBWgnf8+HH8/Pw4evQod+7ceYtXIUtMTAybN2+mcePGVKhQgczMTMaMGYO2tjaHDh0iICCA8PBw5s2bl+84f/31F+PHj2fkyJGcPXuWzz77DH9//1zXXb16NTt37mTNmjWcPn2aHj16MHz48AJdMt60aRNPnz7l119/5ddff6VixYo5LkFna9euHQ8ePGDAgAFs2LCB8+fPk5ycjIuLC05OTmhpaSnnQ1BQEB06dHjj9j08PNDR0SE0NBRfX1+11/l1r169YujQoZiYmHDixAm2bNlCcHAwmzZtAuDbb7/FwMCAU6dOcfDgQRISEti6desbt/+21q1bx/Pnz5kwYUKB1o+IiODy5cs0a9aM0qVLAyhvMqytrQFo1qwZQIFn4318fEhKSmL69Ono6uoCUKtWLaKjo4mNjSUmJoZatWop8ZYuXVqZDf47Ozs7VCoVfn5+Bdq2EEJ8aJLI/keNHj0aS0tLLC0tsbW1JSAggG+//ZbGjRsr6wwZMgRDQ0NKlixJp06d8pxpy7Zv3z4++eQTnJ2d0dbWxsTEhNGjR7Nr1y4AdHV1OX36NCEhIWhpabFnzx769u1LSkoKQUFBfPHFF1SvXh1dXV3c3d3R1NTk2LFjyvgzZsygQoUKVK5cGXd3dw4cOKDMtNavXx8HBwc0NDRo3rw5FStW5N69e+jq6tKtWzf27t0LQGRkJFeuXKFHjx454q9QoQJBQUG0adOGpKQkHj58iIGBAQ8ePFDW0dPTY/To0Whra9OoUSNMTEy4e/cuAHv27GH48OHUqFGDUqVK8dVXX6GhoZHvMVu/fj2WlpaYm5vTqFEjPvvsMxo0aMCGDRsAuHbtGjdv3sTLywt9fX0MDQ2ZOHEifn5+arPMfxcUFETjxo3p0aMHJUqUwM7Ojo4dO+a67u7duxkxYgQmJiZoa2vj7OyMiYmJklTmR1dXl7t37xIUFMTjx4+ZN28eCxcuzHXdjz76iH379mFpaUlQUBCff/45VlZWTJo0iSdPnrxxW38XHR1NWFgYkyZNQl9fn2rVquWZIB47doy0tDQmTpyIjo4ONWrUYMyYMWzbtk3Zj6tXr3Lw4EGSkpLYuHEjX3zxxVvH9CYDBw4kODg4zysCf5ddLmBqaqq0ZZ+P5cuXV/s3MTFR7Y1fbsLDwwkODqZevXrY2toq7Z6enlStWpUuXbpQpUoVPD09efjwITt27GD06NHo6enlOl52XK/PhAshRFFSorADEO/H2rVr1WZfc1O2bFnle21tbeUSel6ePn1K9erV1dqMjY2Vm22WLl3KihUrWLhwIdHR0VhYWDBz5kzKlStHWlqaWl9NTU2MjIyIjY1VbmCqU6eOstzIyIjU1FTl8nu5cuXUtqujo6PE27t3bz777DPi4+PZs2cPtra2VKhQIUf82tra7N+/n59//pnMzEw++ugjEhMT0dbWVtYxNDRUS061tbWVWtZHjx5RtWpVteP397j+buTIkUyYMIH09HR27drFsmXLaN26tRJfVFQUGRkZtGnTRq2flpYW0dHReY774MEDqlWrptZmbGyca8L45MmTfF+3/IwYMQJtbW1++uknZs6cSe3atfHw8KBTp065rm9sbIynpyeenp4kJCRw7tw5li5diru7u5JUFtTDhw8B1PazZs2aua4bHR3Ns2fPsLKyUtpUKhXp6emkpKTw5ZdfsmbNGtatW8eUKVNo2LAhM2bMwNLS8q1iepP+/fsDFPgGqdu3bwPq5352WUmJElm/nl8/P5OSkihTpkye42XPMnfp0kWtvV69esobzmxeXl4YGhrSp08fvLy8CA4OpnLlynh7eyv/J42MjNDV1eX27dtkZGSgpaVVoP0SQogPRWZkRYEZGRnl+AP9119/UalSJVQqFTdv3sTd3Z2QkBAOHz6MgYEB06ZNo2LFiujq6qr1zczMJDo6mooVKyptr8+MRkVFUapUKQwMDN4Yl6mpKTVr1iQkJISDBw/Su3fvXNc7ePAgW7du5YcffuD48eNs2rSJRo0aFXj/q1SporYPr169euMMWbYSJUrg7OzM4MGDcXNz49atW8qYJUuW5OzZs4SFhREWFsaJEycIDAzMM2mDrNfi74lobGxsrutWr149x+sWGRlJpUqVgKw3Fdm1pADPnz9Xvr9z5w4dOnTA39+f06dP0717dzw8PHLdbxcXF7UyDX19fezs7PDw8ODGjRu5xqapqan2Bio+Pl6JJftNQ3YNM6ifI6+rUqUKtWrVUo5hWFgYR48eZd++fejq6nLr1i1cXFzYv38/J06cwNTUlPHjx+c61of09OlTALXkNLscIPs4pKWlKctKliyZ51hpaWkEBQWhra2NhYVFvtuNjIzE39+fsWPHcvjwYXbu3MnkyZMpWbKkUludrUyZMmRmZhb45jUhhPiQJJEVBWZvb8+dO3fYsWMHaWlp3L59m/Xr1yt3N/v4+LBs2TJSUlKoVKkSenp6GBgYoKmpiaOjI8uXLyc6OpqUlBSWL19OSkoKbdu2VcZfuHAhCQkJPHz4kBUrVtC7d2+12aj8ODo68uOPP/Ls2bMcs5vZ4uPj0dLSQldXF5VKRWhoKIGBgWqJQn769evHxo0biYiIIDk5mfnz56slgAUxevRoGjduzMSJE0lOTqZJkyZUr16dRYsWkZSURGJiIrNmzWLs2LH5jtOjRw9u3LjBnj17yMjI4NSpUwQHB+e6bp8+fdi4cSO3b98mLS2NHTt2cOPGDbp16wZkzQbu27eP5ORkbt++zcGDB5W+fn5+TJkyhadPn1KuXDnKlStHqVKl0NHRyTWm77//nsDAQF69ekVGRgZ3795ly5Ytygxudr+EhARl2zdv3uTGjRukpqayevVqZUbcyMiIVq1asXDhQuLj43n06JFaovy6tm3bEh8fz+bNm5WZfA8PD77++msg6wrFnDlzSEhIwMDAgNKlSxfoTdKH8voTLCpXrgxAXFwcgJJA6uvr5zsbe+XKFRITE7G0tMyzVCDbypUrMTIyolevXly9ehWA7t27Y2Vlxb1793J9o6KpKX8uhBBFj/xmEgVWo0YNNm7cyJ49e2jWrBmjRo2iT58+jBs3DsgqLbh79y6tWrWiRYsWJCQkMHfuXCDrLnorKysGDhxIs2bNuHLlCj/88INaCUCNGjVwcHCgR48eNG3alKlTpxY4tp49e3L79m0cHBzyTH579+5NixYtsLe3p1mzZqxdu5ZBgwZx//79AiWzI0aMoHv37ri4uNC6dWvKlCmj1C8WlKamJvPnz+fhw4csWLAAbW1t1q1bR0xMDO3bt6ddu3a8ePGCjRs35nsZ18jIiGXLlrFmzRqsrKzYvHkzzZs3z3Xfhw0bRt++fRk7dizW1tYEBASwceNG6tWrB2RdYr558ybNmzdn9uzZ9O3bV+nr4eFBrVq1sLe3p2nTpgQEBPDdd98ps4av69+/P3PnzmXnzp3Y2trStGlTxowZg6WlJXPmzAGgUqVK2NnZ0b9/f3bv3k3Hjh1xcHBg2LBh2NnZYWBgQI0aNZQxv/32W0qVKkXbtm1xcnKiZcuWuR6PsmXL8v3333Py5Elat25N586dMTAwYOnSpQDMnj2bzMxM2rdvj5WVFVevXmXFihUFeMXer+wrEq+XhDRp0gRAeXJD9hMQmjZtmu9YZ86cAeDTTz/Nd73w8HD27dvHhAkTlPIFyDo3s885lUql/BsXF4eOjs4by2iEEKJQqIQoZJGRkar69eurIiMj//EYqampKisrK9XNmzffYWRFV0xMTI59nTBhgmrJkiWFFNF/V3JysiosLEy1YMEC1axZs1SzZs16Y5/sc/qTTz7Jd71t27ap6tevr1q1apVaX1NTU1WDBg1U/fv3V5mamqrq16+vCg0NVdYZM2aMasyYMapnz54pbdOnT1fVr19fFRAQoAoLC8tzmxMmTFDZ29urMjIyVCqVShUQEKCqX7++6ty5c6oRI0aoOnbsqKz7119/qerXr6/q16/fG/f538ov5qKquMVc3OJVqYpnzOLDkhlZUaypVCr++OMPVq1aRb169WjQoEFhh/RBPH36FGdnZ6XWNru29vU71UXR16pVKyDr9ctmbGzMpk2baNiwIdeuXaNChQr4+PjQunVrZZ0jR45w5MgRUlJSlLbsetv8SiauX7/OoUOHcHNzU0oFHBwccHJyYvTo0fz1119qj367fv06QJ4z4UIIUdjkqQWiWNPQ0GDEiBHo6OgoH5Lwv6Bx48ZMnjyZ8ePH8/TpU6pWrcrMmTPfeJOP+DCMjY2VJxLkp2bNmlhbW3Px4kVSUlKUkg0LC4t8P5Y2t7HXrVunfH/hwoVc+zVq1Eh585OtRIkS+Pj44OPjk2P9kydPoqGhofbxuUIIUZRIIisKXUH/6Ofl9WfR/i9xcXHJ80H2ovhwdXVl5MiRHDlyRLkBryhITU0lJCSEzp07q9UtCyFEUSKlBUIIUYjatGmDra0tvr6+hR2Kmr1795KYmKh8zK0QQhRFMiMrhBCFLPuT3ooSJycnnJycCjsMIYTIl8zICiGEEEKIYklmZIUQogDc3d2Vm7HS09PVnsEqhBCicMiMrBBCvCVJYoUQomiQRFYIIYQQQhRLksgKIYQQQohiSRJZIYQQQghRLEkiK4QQQgghiiVJZIUQ4i2lp6cXdghCCCGQx28JIUSBLF++nKSkJABmzpxZyNEIIYQAmZEVQgghhBDFlCSyQgghhBCiWJJEVgghhBBCFEuSyAohhBBCiGJJElkhhBBCCFEsSSIrhBBCCCGKJUlkhXhLly9fZsKECTRv3pymTZvi4ODAli1byMzMBODs2bOYmJh8kFjWrl2Lq6vrvx7Hzs4Of3//XJdlZmayYcMGunXrhrm5OVZWVgwfPpxLly4VaGxXV1fWrl37r2MsTuLj47GxsaFhw4YFWn/UqFH06tVL+fnixYv07t2bxo0b0759e3bv3p1n3+zz7fWvgQMHYmJiwqBBgwCIiIigX79+mJmZ0a9fPyIiItRitba2ZvXq1Wrj+vr6YmZmRlRU1NvsuhBCfFCSyArxFvbv38+QIUNo1qwZhw8f5sKFC/j4+ODr68usWbM+eDyjR49m48aN73Ub69evx9/fnxUrVnDx4kVCQ0Np1qwZgwcP5v79+2/sv3HjRkaPHv1eYyxKXr58ybhx43jx4kWB1j969CjHjh3DxcUFgEePHjFixAhu3rxJo0aNePr0KTNmzCA0NDTX/gYGBrRv317ty9DQEEB5Q7Vw4UJiYmI4ePAgDx48YNGiRUr/TZs2oaGhweDBg9XGdXR0RENDg/nz57/tIRBCiA9GElkhCiglJYXZs2czbtw4XFxc0NfXR0NDA1NTUxYuXEhCQgLJycnK+hs3bqRDhw6Ym5szceJEEhMTgawZzi1bttC5c2esrKwYPHgwf/zxh9LPxMSEn3/+mY4dO2Jqasr48eO5du0a/fv3x9zcHCcnJyWBXLlypTLrBrB161Y6duyIubk5ffr04cKFCwAkJCTw1Vdf0alTJ8zNzWnbti2bNm0q0H5fuHABKysrPvroIzQ0NChZsiQjRoygX79+PHnyBMj6pKsVK1Zga2tL06ZNGTRoEHfv3gVg0KBBrFy5EoDU1FSWLl2KnZ0dNjY2jB07ltjYWACioqKUfbezs8PS0hJXV1cePnyoxBIUFISDgwPm5ubY29tz5MgRZdnevXtxcHDAwsKCvn37EhYWpiw7fPgw9vb2WFhY0LVrVzZs2FCgfX9bBw4coEePHpw7d67AfdatW4euri5du3YFwM/Pj4SEBJydndm5cyfe3t4A/PDDD7n2r1+/PmvWrFG+Zs6cyatXr6hbty6enp4A3L9/H2NjY6pVq4aRkZFy/jx79oytW7cycuRI9PX11cbV19enQ4cOhISE8Oeff771sRBCiA9BElkhCujChQvExcXh4OCQY1nTpk1ZsmQJenp6StvDhw/Zv38/Bw8e5Pz582zfvh2Abdu28cMPP7B8+XJ+++03OnXqxJAhQ3j58qXSd9euXfj5+XH48GHOnj3L+PHj+eabbzh16hTa2tqsW7cuRwy7d+9m9erVLFq0iAsXLtCzZ0/GjBlDUlIS3377LbGxsezevZuLFy8yffp0Fi1axF9//fXG/ba3t8fPz48JEybw008/cfPmTTIyMvjqq6+wsLAAYM2aNezbt4/Nmzdz7tw5GjduzLhx43KMtWTJEkJDQ9m6dSvHjx+nbt26jBw5Uu0jX48fP05gYCCHDh3i0aNHyr6eOXOG6dOn4+npyYULF/Dw8MDd3Z2YmBiOHj2Kt7c3s2bN4ty5c4wYMYIRI0YQGRlJcnIykyZNYurUqVy4cIElS5awZs0atcvr78q6det4/vw5EyZMKND6ERERXL58mWbNmlG6dGkgq6wAwNraGoBmzZoBFLiUw8fHh6SkJKZPn46uri4AtWrVIjo6mtjYWGJiYqhVq5YSb+nSpZXZ4L+zs7NDpVLh5+dXoG0LIcSHJomsEAX07NkzACpWrFig9cePH4+uri5Vq1bF2tpamQXbsWMHo0aNokGDBmhra+Pi4oKBgQG//PKL0nf48OGUK1eOypUr8/HHH9OxY0fq1q1LqVKlaNasWa51i4GBgfTv3x8zMzM0NTUZNGgQa9euRUtLi/Hjx/Ptt9+ir6/Po0eP0NPTQ6VSqc125sXR0RFfX1/09fVZv349jo6OtGjRgqVLlyoJaGBgIK6urtSrV48SJUrg5ubGggULlLphAJVKxc6dO5k4cSLGxsbo6enh4eFBTEwM58+fV9YbOXIkZcuWpUKFCrRr106Z2d2zZw+dOnWiTZs2aGpq0qFDB7Zv3065cuXYsWMHzs7OWFpaoqWlRadOnbC2tlZqS3V1ddm3bx9nzpyhXr16XLhwgbp16xbodXwbAwcOJDg4GEdHxwKtn10uYGpqqrQ9ePAAgPLly6v9m5iYqPZmJzfh4eEEBwdTr149bG1tlXZPT0+qVq1Kly5dqFKlCp6enjx8+JAdO3YwevRotTdgr8uO69SpUwXaHyGE+NBKFHYAQhQXlStXBuDx48cYGRnlWP7kyRO1JLdcuXLK99ra2krSFx0dzYIFC1i8eLGyPD09nejoaOXn7OQFQEtLi7Jlyyo/a2pqolKpcmz/73FpaGjQtGlTAJ4+fcr8+fO5fv061apVo3HjxgBqiWZ+mjZtqoz16NEjjh07xqJFi9DU1MTd3T3HtkuWLKmWnEHWG4FXr17h7u6Opub/vYdOT08nKiqKGjVqACj1nQAlSpRQYnz06FGOm6eaNGkCZB3Tc+fOsWPHDmVZRkYG5cqVQ09Pj23btvHdd9/h7u5OcnIynTt35ssvv1R7jd6F/v37AxT4Bqnbt28DUKdOHaUtuzylRImsX8/a2trKsqSkJMqUKZPneFu3bgWgS5cuau316tVj165dam1eXl4YGhrSp08fvLy8CA4OpnLlynh7e2Nubg6AkZERurq63L59m4yMDLS0tAq0X0II8aHIjKwQBWRmZkb58uU5ePBgjmVhYWG0bNlSmT3MT5UqVfDx8SEsLEz58vf3V3v6gIaGxlvHV61aNaXeNNvixYuJjIzkiy++4JNPPuHUqVMEBgYyadKkAo2ZmJiImZkZZ8+eVdoqV65Mv3796NOnDzdu3FC2nT2TCPDq1Svmz59PXFyc0mZgYICOjg6bN29W23c/P79cyzUKsn/r16/nxo0bVKlShXHjxqmNu3fvXqZPn05CQgJPnz5l6dKlnDlzBl9fX37//fci8SSFp0+fAqglp9nlABkZGQCkpaUpy0qWLJnnWGlpaQQFBaGtra2UfOQlMjISf39/xo4dy+HDh9m5cyeTJ0+mZMmSTJs2TW3dMmXKkJmZWeCb14QQ4kOSRFaIAtLR0eHLL79k5cqV7Nixg8TERNLT0zl9+jSTJ0+mb9++1KtX743j9OnTh++++4579+6hUqkICQmhR48e3Lx581/F16tXL3bt2sX169fJzMzE19cXPz8/KlSoQHx8PCVLlkRLS4tnz54xd+5cALXa1NyULl2a9u3bM3PmTM6cOUNGRgYpKSmcO3eOgwcP0qlTJ2XbmzZt4v79+6SlpbF69WpCQ0NzzCT36tWLJUuW8PDhQzIzM9m2bRu9evXi8ePHb9w/R0dHDh8+zOnTp8nMzCQkJITvvvuOsmXL0qdPH3x9fbl27RqQVc/s6OjI8ePHSUpKYsSIEezbtw/ImmXU1NTEwMDgHx3n9+H1mfHsmf/sNwHZCaS+vn6+s7FXrlwhMTERS0vLPEsFsq1cuRIjIyN69erF1atXAejevTtWVlbcu3cv1xKG12fRhRCiqJDSAiHeQo8ePShfvjzff/89y5YtIy0tjerVqzNkyBA+//zzAo0xfPhwAEaMGMGTJ0+oXr06CxYswMrK6l/HFh8fz8SJE3n8+DH169dn48aNlC5dmm+++YZ58+axadMmypUrh729PQ0aNOCPP/6gZcuW+Y77zTffsHHjRnx8fIiOjkalUlG3bl0mTpxIz549gaxnxaanpzN06FDi4+MxNTVl7dq1OWaWp0+fzooVKxgwYABxcXHUqVOH9evXU7NmzTdejre0tFT2Izo6mho1arBq1SqMjY0xNjYmMTGRKVOmEBsbS8WKFXF3d1dqVVesWMGyZcvw8vJCT08Pe3t7hgwZ8o+P9buSXYqS/fQHyCqX+O233zh79iydOnVSnoCQXdqRlzNnzgDw6aef5rteeHg4+/btY+HChUr5AmQlqtmlA9mlKyqViri4OHR0dN55GYYQQrwLGqrciu2EEEIAWY9du3btGkeOHCEpKQmAmTNn5tsnKiqK9u3bo6WlpZRf5Gb79u3Mnj0bNzc35SkPUVFRODg4kJKSgqmpKbdu3SIpKYmNGzfSunVrAMaOHQtkPaEge2Z5xowZ7N69mwULFlCjRo08ywvc3NyIiIhg7969aGpqEhgYyNSpU/H19WXDhg3cu3ePQ4cOAVklCB06dMDMzIydO3e+xVF7excuXHhjSURRU9xiLm7xQvGMWXxYcq1ICCEKSatWrQDUnnlrbGzMpk2baNiwIdeuXaNChQr4+PgoSSzAkSNHOHLkCCkpKUpbdr1tfiUT169f59ChQ7i5uSmlAg4ODjg5OTF69Gj++usv5s2bp7Y+8MZZeyGEKCxSWiCEEO+YsbGx8kSC/NSsWRNra2suXrxISkqKcqOXhYVFvh9Lm9vYrz9bOPuDMP6uUaNG3Lp1S62tRIkS+Pj44OPjk2P9kydPoqGhofbxuUIIUZTIjKwQQhQiV1dXkpOT1T6lrChITU0lJCSEzp07K49GE0KIokYSWSGEKERt2rTB1tYWX1/fwg5Fzd69e0lMTFQ+5lYIIYoiKS0QQohCtmHDhsIOIQcnJyecnJwKOwwhhMiXzMgKIYQQQohiSWZkhRCiANzd3ZWbsdLT09WewSqEEKJwyIysEEK8JUlihRCiaJBEVgghhBBCFEvyyV5CCJGP7E/2aty4sVJaIIQQomiQRFYIIfKhUqlITU1FR0cHDQ2Nwg5HCCHEaySRFUIIIYQQxZLUyAohhBBCiGJJElkhhBBCCFEsSSIrhBBCCCGKJUlkhRBCCCFEsSSJrBBCCCGEKJYkkRVCCCGEEMWSJLJCCCGEEKJYkkRWCCHy8OTJE0aPHo2FhQUtW7Zk1apVhR1Sru7du4e1tTVRUVFK26+//kq3bt0wNTWlZ8+ehIWFFWKE/+fq1at89tlnWFpa0rp1a+bOnUtSUhJQdGMOCQmhR48emJub07ZtW1asWEFmZiZQdGMGyMjIYNCgQUybNk1pK6rxhoSE8Mknn2Bubq58eXp6AkU3ZlFEqIQQQuTqs88+U02bNk2VlJSkunPnjqpt27aqffv2FXZYao4ePapq3ry5qn79+qrIyEiVSqVS/fnnn6omTZqofv31V1Vqaqpq+/btKmtra1ViYmKhxhofH6+ytrZWbd68WZWWlqaKjY1V9e7dW+Xt7V1kY753756qUaNGql9//VX5uWXLlio/P78iG3O2ZcuWqRo0aKCaOnWqSqUquueFSqVSLV26VOXh4ZGjvSjHLIoGmZEVQohc3L9/n3PnzjFp0iT09PT4+OOPGTx4MNu2bSvs0BTfffcdixcvxsPDQ609ICAAKysr2rZti7a2Ns7OzlSpUoX9+/cXUqRZoqOjsbS0ZMiQIZQoUYKqVavSs2dPzp8/X2RjrlWrFmfOnKFt27aoVCqePXtGWloaFSpUKLIxA5w+fZpffvmFLl26KG1FOd5r167RuHHjHO1FOWZRNEgiK4QQufjjjz8oX748FStWVNrq1q3L7du3CzEqdb179yYoKIjmzZurtYeHh/Pxxx+rtdWrV6/QY2/QoAGrV69WflapVBw+fJjGjRsX2ZgB9PX1SU9P59NPP2XAgAHY2NjQunXrIhvz06dP+fLLL/n2228pVaqU0l5U4wW4fv06p06dws7OjtatW/PVV18RFxdXpGMWRYMkskIIkYvExERKliyp1layZEmSk5MLKaKcqlSpgoaGRo72xMRE9PT01Nr09PSUWtSiID09na+//prIyEjc3d2LfMxaWlpcvHiR4OBg/vzzT7y9vYtkzJmZmXh6ejJkyBAaNmyotqwoxgvw8uVLPvroIzp06EBQUBC7du0iMjIST0/PIhuzKDokkRVCiFyUKlUqR9KalJSEvr5+IUVUcLkl3MnJyUUm9qdPnzJ8+HCuXLnCtm3bqFKlSpGPWUNDAx0dHWrXrs3YsWPZv39/kYx53bp16Ojo8Pnnn+dYVhTjBShTpgw//vgjzs7OlCpViqpVqzJ58mRCQ0NRqVRFMmZRdEgiK4QQufj44495/vw5z549U9ru3r3LRx99VIhRFUz9+vX5888/1drCw8OLROy3b9+md+/elCtXjp9++onq1asDRTfmo0eP0qdPH7W2lJQUypUrVyRj3rNnD+fOncPS0hJLS0v27NlDUFAQ3bt3L5LxAkRERLBgwQIyMjKUtpSUFDQ1NWnSpEmRjFkUHZLICiFELmrXro25uTkLFy7k1atXhIeHs3XrVnr16lXYob1R9+7dOX36NCEhIaSlpbFjxw5iY2Pp2LFjocb15MkThg0bRpcuXVixYgWlS5dWlhXVmE1NTYmKimLDhg1kZGQQHh7Od999x4ABA4pkzL/88gsXL14kLCyMsLAwevbsiYODA/v27SuS8QKUL1+eXbt28d1335GWlkZsbCyLFi2iV69e9OzZs0jGLIoODZVKpSrsIIQQoih69OgR3t7enD9/Hm1tbQYOHMjYsWMLO6wcoqKiaN++PUeOHMHY2BiA48ePs3jxYqKioqhTpw5ffvklFhYWhRrnqlWrWLlyJSVLllSr7TUyMmL//v1FMmbIevbtN998w507dzA0NMTZ2ZnBgwejqalZZGPO9uWXX5KRkcH8+fOBonleAFy+fJmFCxdy+/ZttLW1sbe3Z8qUKejq6hbZmEXRIImsEEIIIYQolqS0QAghhBBCFEuSyAohhBBCiGJJElkhhBBCCFEsSSIrhBBCCCGKJUlkhRBCCCFEsSSJrBBCCCGEKJYkkRVCCFEoHj9+TMOGDenWrdtb9UtPT2fLli3Kz/7+/jRs2PAdR/d/TExM2LNnz3sb/11438cgPytXrvwgH1Dw9OlTfHx8aN++PY0bN8bW1pYpU6YQHh6eb78hQ4Ywbdo05eeUlBRWrlxJ586dady4MTY2NowZM4Zr1669710Q74EkskIIIQrFnj17qFGjBnfv3iUsLKzA/Q4cOMA333yj/NytWzdCQ0PfR4gAnDx5ki5dury38Yu7YcOGsXPnzve6jb/++ovevXtz8eJFvv76a4KDg1myZAmJiYk4OTm91es/Y8YMfvnlF7788kt++eUXNm3aRMmSJfnss8+4e/fue9wL8T5IIiuEEKJQBAYG0q1bNxo2bPhWidDfP8dHT0+PihUrvuvwFJUqVUJXV/e9jV/clS5dmgoVKrzXbUyZMoWKFSuyY8cO2rZtS/Xq1bG0tGT16tV06tSJKVOm8OLFizeOk5CQwP79+5k0aRK2trYYGxvTuHFjFi1ahKGhIT///PN73Q/x7kkiK4QQ4oO7evUqf/zxBy1atKBTp04EBwcTFxenLE9ISGD27Nm0aNECc3Nzhg8fTkREBGfPnmXKlClA1iV/f39/tcvqU6dOZdCgQTm2ZWJiwv379wEICQmhR48efPrpp3Tp0oVNmzaRmZmZZ6x/Ly3w8/PDwcGBJk2a0LFjR3x9fZVluV3i/3ubiYkJy5cvx9bWFltbWx4/foyJiQl+fn64uLjQpEkTunTpopbcp6Sk8M0339CuXTsaN25Ms2bNmD59OklJSbnG7O/vT9euXWncuDHt2rVjxYoVee5jQWLOb7zXSwuioqIwMTEhODiYXr16YWpqSs+ePQkJCVHGSk9PZ9GiRcprO336dCZNmqR2+f91N27c4NKlS4wZMwYdHZ0cyydNmsSLFy/Yv39/rv3/TlNTk5MnT5KRkaG0aWlp8cMPPzBy5MgCjSGKDklkhRBCfHABAQFUrFgRCwsLunbtSkpKCoGBgcryL774gtOnT/Ptt9+ye/duSpUqhaurK+bm5nh5eQFZl/z/Xl/r6OhIWFgYDx8+VNr27duHubk5tWrV4vjx40yePJnPP/+c/fv34+npydatW1mzZk2B4t68eTNz5sxh8ODB7N27l+HDh7Nw4UK+//77t9r/Xbt2sW7dOlatWkWlSpUAWLx4MS4uLgQEBGBpacmsWbOIjo4GYMGCBfz6668sWrSIX375BS8vL/bv35/rTPatW7fw8vLCw8ODQ4cOMWPGDDZt2sTevXvfKsZ/M97ChQvx8PBg165dVKtWjalTp/Lq1StlPwMDA/Hx8eHnn38mNTU13yT08uXLAJibm+e6vEqVKtSuXZtLly69cV/09fUZOHAg27ZtU2psd+3aRUxMDMbGxhgaGr5xDFG0lCjsAIQQQvxvSU1N5cCBA3Tr1g1NTU1q165No0aN+Pnnnxk8eDARERGcOHGCrVu3YmNjA4C3tzfr1q0jLi4OfX19ACUBfF2zZs2oWrUqBw4cYOjQoWRkZHDw4EHGjx8PwNq1a3F2dsbJyQmAmjVrkpiYyNdff83YsWPR1Mx7fkelUrFx40YGDx5M3759AahduzaRkZFs2LCBoUOHFvgY9OrVi08++UStrU+fPkpinp1gXb16lerVq2Nqaoq9vT0WFhYAGBsbs337du7cuZNj7MjISDQ0NDAyMlK+Nm/eTNWqVQsc378db/jw4dja2gLg7u6Oo6Mj4eHhfPzxx+zYsYOvv/6adu3aAfDNN99w7ty5PMeKj48HoHz58nmuU758eZ4/f16g/fnqq69o0qQJfn5+HDhwgD179qChoUGnTp3w8fGhTJkyBRpHFA2SyAohhPigjhw5wosXL9RuoOratSuLFy8mLCyMJ0+eANCkSRNluYGBQZ6Xnl+noaFBjx49CAoKYujQoZw+fZq4uDglQbx58ya///47P/30k9InMzOT5ORkoqOjqVGjRp5jP3v2jCdPntC0aVO1disrKzZu3MjTp08LdgAg1+3Url1b+b5s2bIApKWlAdCzZ09OnjzJwoULuXfvHuHh4fz1118YGxvnGKd169aYmprSp08fatWqRatWrejWrRtGRkYFju/fjlenTh3l++zEMC0tjbt375KcnKw2u6qjo8Onn36a51jZCWxCQgLlypXLdZ2XL1/meizy0qNHD3r06MGrV6+4cOECBw8eJCAgAE1NTZYtW1bgcUThk0RWCCHEBxUQEACgNoOZfQPXzz//TKdOnf7V+L169WLt2rXcu3ePoKAg7OzslMRQW1sbV1dXunfvnqNflSpV8h03rxu+smstS5TI/U/q67WY+Y2VW/1n9nH56quvCAkJoVevXnTq1AkPDw+8vb1z3Z6enh6+vr78/vvvhIaGcuLECbZv386kSZMYMWJE7juXT8z/ZDxtbe1c9yX7GOVXk/x32bPQFy5cwM7OLsfyp0+f8ueffzJw4EBSU1O5ffs29evXV46xSqVCS0sLgLNnz3Ls2DGmTp0KQKlSpWjdujWtW7emYsWK/PjjjwWOSxQNUiMrhBDig3n8+DEnT55k4MCBBAYGKl979uyhVatW/PLLL0rJwOvP9UxISKB58+aEhYWhoaGR7zZq166Nubk5+/fvV5K/bB999BH37t2jVq1aytedO3dYunTpG2PX19enatWqXLhwQa39woULVKpUiXLlyqGtrU1GRobaTVj37t0ryKHJU0JCArt378bb25upU6fi6OhInTp1iIyMzPEEB4BTp06xevVqPv30U8aNG8dPP/3EgAEDlDcQf/emmN92vPzUqlULPT09rly5orSlpaVx48aNPPt8/PHHtGzZklWrVpGSkpJj+dKlSylTpgz29vbcv38fJycnIiIilOXx8fHKUxUSEhL4/vvvuX79eo5xypQpIzWyxZAkskIIIT6YPXv2oFKpcHV1pX79+mpfrq6upKSkcOXKFdq3b8/s2bMJCwvj7t27TJ8+nTJlytCkSRNKly4NwO+//05iYmKu23F0dGTTpk3o6OjQqlUrpX3MmDHs37+f9evXc+/ePY4dO4aXlxd6enq5zoj+3ZgxY9i6dSu7du3i/v37/Pzzz/j6+jJkyBA0NDQwMzNDQ0ODFStWEBUVxYEDB/5Rwvc6XV1dSpUqxZEjR/jrr7+4ceMGkyZNIjY2ltTU1Bzra2trs3r1arZu3UpkZCSXLl3i7NmzmJqa5jr+m2J+2/HyU7JkSQYOHMiyZcs4duwYd+/excvLi9jY2HzfoMybN4/ExERcXFw4fvw4sbGxXLlyhUmTJhEUFMTChQspX748tWrVolq1amzYsIF79+6xfft2bt68qdTrtmvXDisrK0aNGqW8hrdv3+ann35i3bp1jBs37q33SRQuSWSFEEJ8MIGBgcpzQP+uefPmNGjQgJ9//pn58+fz6aefMnbsWPr160daWhobN25ER0cHGxsbrK2tcXZ2zvO5n926dSM9PR0HBwe1S/62trYsXLiQffv24eDggJeXF46Ojnlepv+7AQMG4OHhwbp167C3t2fz5s1MmzYNV1dXIKv2ddasWQQHB9O1a1d+/vln5XFh/5S2tjbLli3j+vXrODg4MHbsWMqVK8ewYcNy/TQqa2tr5s2bx88//4y9vT3jxo3DysqKL7/8Mtfx3xTz2473Jh4eHnTu3JkpU6bg5OREiRIlMDc3z7UcIVvVqlXZtWsXLVu2ZN68eXTu3JkJEyZQokQJdu/eTZs2bYCs8ozshLxnz55s3LiRr7/+GisrKyDr0Vvr16+nX79+bNmyhR49etC/f38CAwOZN2+e2uy9KB40VLldlxBCCCEE6enpNGrUiKVLl771R+mK3IWEhGBhYYGBgYHS1qVLF7p37y4zouKtyc1eQgghRC4ePnyoPJv0n97xL3LasGEDfn5+TJw4ET09Pfz9/YmKipKPARb/iMzICiGEELn49ttv8fX1pWPHjixYsOCNN5mJgomMjGTevHlcuHCB1NRUGjRowBdffEGzZs0KOzRRDEkiK4QQQgghiiW52UsIIYQQQhRLksgKIYQQQohiSRJZIYQQQghRLEkiK4QQQgghiiVJZIUQQgghRLEkiawQQgghhCiW/h+m0QfugcJSxgAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=uk['discipline'].value_counts().tolist(), y=uk['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 75),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in Ukrainian\\nby their disciplinary coverage ($\\it{n}$ = 141)')\n", "\n", "matplotlib.pyplot.xticks([0, 10, 20, 30, 40, 50],\n", " ['0', '10', '20', '30', '40', '50'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 141) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 1, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'UKdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 48, "id": "3e265d0d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=uk['division'].value_counts().tolist(), y=uk['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 125),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in Ukrainian\\nby their disciplinary coverage ($\\it{n}$ = 141)')\n", "\n", "matplotlib.pyplot.xticks([0, 20, 40, 60, 80, 100],\n", " ['0', '20', '40', '60', '80', '100'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 141) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 2, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'UKdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "abe23e11", "metadata": {}, "source": [ "#### Russian:" ] }, { "cell_type": "code", "execution_count": 49, "id": "93af6f3c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(138, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
8082410-2644\"Ребёнок и общество\"Studies in Human SocietyRussianSocial Sciences
8092686-9497Сборник трудов Якутской духовной семинарииPhilosophy and Religious StudiesRussianHumanities
\n", "
" ], "text/plain": [ " issn context_name \\\n", "808 2410-2644 \"Ребёнок и общество\" \n", "809 2686-9497 Сборник трудов Якутской духовной семинарии \n", "\n", " discipline language division \n", "808 Studies in Human Society Russian Social Sciences \n", "809 Philosophy and Religious Studies Russian Humanities " ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ru = ldF[ldF['language'] == 'Russian']\n", "print(ru.shape)\n", "ru.head(2)" ] }, { "cell_type": "code", "execution_count": 50, "id": "040fe74b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=ru['discipline'].value_counts().tolist(), y=ru['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 75),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in Russian\\nby their disciplinary coverage ($\\it{n}$ = 138)')\n", "\n", "matplotlib.pyplot.xticks([0, 10, 20, 30, 40, 50],\n", " ['0', '10', '20', '30', '40', '50'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 138) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 1, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'RUdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 51, "id": "63357733", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=ru['division'].value_counts().tolist(), y=ru['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 125),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in Russian\\nby their disciplinary coverage ($\\it{n}$ = 138)')\n", "\n", "matplotlib.pyplot.xticks([0, 20, 40, 60, 80, 100],\n", " ['0', '20', '40', '60', '80', '100'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 138) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 2, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'RUdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "eee98361", "metadata": {}, "source": [ "#### German:" ] }, { "cell_type": "code", "execution_count": 52, "id": "58559c33", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(130, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
20402510-3520Journal für Sportkommunikation und MediensportLanguage, Communication and CultureGermanHumanities
31042673-4664Society - the Individual - Socialisation: Jour...EducationGermanSocial Sciences
\n", "
" ], "text/plain": [ " issn context_name \\\n", "2040 2510-3520 Journal für Sportkommunikation und Mediensport \n", "3104 2673-4664 Society - the Individual - Socialisation: Jour... \n", "\n", " discipline language division \n", "2040 Language, Communication and Culture German Humanities \n", "3104 Education German Social Sciences " ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "de = ldF[ldF['language'] == 'German']\n", "print(de.shape)\n", "de.head(2)" ] }, { "cell_type": "code", "execution_count": 53, "id": "6bb058b8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=de['discipline'].value_counts().tolist(), y=de['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 75),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in German\\nby their disciplinary coverage ($\\it{n}$ = 130)')\n", "\n", "matplotlib.pyplot.xticks([0, 10, 20, 30, 40, 50],\n", " ['0', '10', '20', '30', '40', '50'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 130) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 1, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'DEdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 54, "id": "0a005836", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=de['division'].value_counts().tolist(), y=de['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 125),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in German\\nby their disciplinary coverage ($\\it{n}$ = 130)')\n", "\n", "matplotlib.pyplot.xticks([0, 20, 40, 60, 80, 100],\n", " ['0', '20', '40', '60', '80', '100'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 130) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 2, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'DEdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "ca2d8a29", "metadata": {}, "source": [ "#### Polish:" ] }, { "cell_type": "code", "execution_count": 55, "id": "54921f22", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(106, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
30762300-2905BiznesmaniakCommerce, Management, Tourism and ServicesPolishSocial Sciences
30852543-9421Konwersatorium Wiedzy o MieścieStudies in Human SocietyPolishSocial Sciences
\n", "
" ], "text/plain": [ " issn context_name \\\n", "3076 2300-2905 Biznesmaniak \n", "3085 2543-9421 Konwersatorium Wiedzy o Mieście \n", "\n", " discipline language division \n", "3076 Commerce, Management, Tourism and Services Polish Social Sciences \n", "3085 Studies in Human Society Polish Social Sciences " ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pl = ldF[ldF['language'] == 'Polish']\n", "print(pl.shape)\n", "pl.head(2)" ] }, { "cell_type": "code", "execution_count": 56, "id": "95162c6e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=pl['discipline'].value_counts().tolist(), y=pl['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 75),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in Polish\\nby their disciplinary coverage ($\\it{n}$ = 106)')\n", "\n", "matplotlib.pyplot.xticks([0, 10, 20, 30, 40, 50],\n", " ['0', '10', '20', '30', '40', '50'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 106) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 1, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'PLdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 57, "id": "d6c1fce7", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=pl['division'].value_counts().tolist(), y=pl['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 125),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in Polish\\nby their disciplinary coverage ($\\it{n}$ = 106)')\n", "\n", "matplotlib.pyplot.xticks([0, 20, 40, 60, 80, 100],\n", " ['0', '20', '40', '60', '80', '100'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 106) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 2, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'PLdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "62435d4d", "metadata": {}, "source": [ "#### French:" ] }, { "cell_type": "code", "execution_count": 58, "id": "a3d6f07f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(96, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
2152033-3013Regards économiquesStudies in Human SocietyFrenchSocial Sciences
6702550-6498Langues et LangageLanguage, Communication and CultureFrenchHumanities
\n", "
" ], "text/plain": [ " issn context_name discipline \\\n", "215 2033-3013 Regards économiques Studies in Human Society \n", "670 2550-6498 Langues et Langage Language, Communication and Culture \n", "\n", " language division \n", "215 French Social Sciences \n", "670 French Humanities " ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fr = ldF[ldF['language'] == 'French']\n", "print(fr.shape)\n", "fr.head(2)" ] }, { "cell_type": "code", "execution_count": 59, "id": "25f05e0b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=fr['discipline'].value_counts().tolist(), y=fr['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 75),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in French\\nby their disciplinary coverage ($\\it{n}$ = 96)')\n", "\n", "matplotlib.pyplot.xticks([0, 10, 20, 30, 40, 50],\n", " ['0', '10', '20', '30', '40', '50'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 96) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 1, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'FRdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 60, "id": "b85947e0", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=fr['division'].value_counts().tolist(), y=fr['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 125),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in French\\nby their disciplinary coverage ($\\it{n}$ = 96)')\n", "\n", "matplotlib.pyplot.xticks([0, 20, 40, 60, 80, 100],\n", " ['0', '20', '40', '60', '80', '100'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 96) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 2, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'FRdivisions.png'), bbox_inches='tight')" ] }, { "cell_type": "markdown", "id": "9fb38eb8", "metadata": {}, "source": [ "#### Arabic:" ] }, { "cell_type": "code", "execution_count": 61, "id": "3ed3286c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(88, 5)\n" ] }, { "data": { "text/html": [ "
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issncontext_namedisciplinelanguagedivision
8022655-3325AL-AF'IDAH: Jurnal Pendidikan Bahasa Arab dan ...Language, Communication and CultureArabicHumanities
8262706-5820الجامعيBiological SciencesArabicSTEM
\n", "
" ], "text/plain": [ " issn context_name \\\n", "802 2655-3325 AL-AF'IDAH: Jurnal Pendidikan Bahasa Arab dan ... \n", "826 2706-5820 الجامعي \n", "\n", " discipline language division \n", "802 Language, Communication and Culture Arabic Humanities \n", "826 Biological Sciences Arabic STEM " ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ar = ldF[ldF['language'] == 'Arabic']\n", "print(ar.shape)\n", "ar.head(2)" ] }, { "cell_type": "code", "execution_count": 62, "id": "7d7b4a03", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6,10))\n", "\n", "sns.barplot(x=ar['discipline'].value_counts().tolist(), y=ar['discipline'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 75),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Discipline',\n", " title = 'Distribution of journals using OJS to publish in Arabic\\nby their disciplinary coverage ($\\it{n}$ = 88)')\n", "\n", "matplotlib.pyplot.xticks([0, 10, 20, 30, 40, 50],\n", " ['0', '10', '20', '30', '40', '50'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.1825\n", " percent = round(((p.get_width() / 88) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 1, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'ARdisciplines.png'), bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 63, "id": "32725fef", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "sns.barplot(x=ar['division'].value_counts().tolist(), y=ar['division'].value_counts().index,\n", " label=\"Total\", color=\"grey\")\n", "\n", "sns.despine(bottom=True)\n", "\n", "ax.set(xlim=(0, 125),\n", " xlabel = 'Active journals using OJS',\n", " ylabel = 'Division',\n", " title = 'Distribution of journals using OJS to publish in Arabic\\nby their disciplinary coverage ($\\it{n}$ = 88)')\n", "\n", "matplotlib.pyplot.xticks([0, 20, 40, 60, 80, 100],\n", " ['0', '20', '40', '60', '80', '100'])\n", "\n", "for p in ax.patches:\n", " _x = p.get_x() + p.get_width()\n", " _y = p.get_y() + p.get_height() - 0.33\n", " percent = round(((p.get_width() / 88) * 100), 1)\n", " if len(str(int(p.get_width()))) == 4:\n", " value = str(int(p.get_width()))[0] + ',' + str(int(p.get_width()))[1:] + ' ({})'.format(str(percent)+'%')\n", " else:\n", " value = str(int(p.get_width())) + ' ({})'.format(str(percent)+'%')\n", " ax.text(_x + 2, _y, value, ha='left', weight='bold')\n", "\n", "plt.savefig(os.path.join('vis', 'ARdivisions.png'), bbox_inches='tight')" ] } ], "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": "3.7.12" } }, "nbformat": 4, "nbformat_minor": 5 }