{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "view-in-github", "colab_type": "text" }, "source": [ "\"Open" ] }, { "cell_type": "markdown", "metadata": { "id": "3A_bPSCC9SrY" }, "source": [ "![](https://drive.google.com/uc?export=view&id=119CJM4EnZ5XDikTz6_evjINNJBz9pt_2)" ] }, { "cell_type": "markdown", "metadata": { "id": "FnOKH73wGKkE" }, "source": [ "### Referencias:\n", "- https://towardsdatascience.com/interactive-controls-for-jupyter-notebooks-f5c94829aee6\n", "- https://www.flai.com.br/jonatas/previsao-de-series-temporais-com-prophet/\n", "- https://www.kaggle.com/code/tientd95/advanced-pyspark-for-exploratory-data-analysis\n", "- https://pub.towardsai.net/exploratory-data-analysis-eda-using-pyspark-b43e71fcec9f\n", "- https://medium.com/@aieeshashafique/exploratory-data-analysis-using-pyspark-dataframe-in-python-bd55c02a2852" ] }, { "cell_type": "code", "source": [ "from google.colab import drive\n", "drive.mount('/content/drive')" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "Q_Xo1pfAVwbF", "outputId": "795f6b53-a110-4498-aaaa-fd926d701650" }, "execution_count": 1, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n" ] } ] }, { "cell_type": "markdown", "metadata": { "id": "-4NFNjk_7i1-" }, "source": [ "### Foram usados dados do Kaggle.\n", "### Da base original, 12 colunas foram selecionadas.\n", "\n", "### Objetivos:\n", "- Quais as 5 cidades mais visitadas no país?\n", "- Quais os meses com maior fluxo de viajantes?\n", "- Quais os dias da semana que mais emitiram bilhetes?\n", "- Quais os 10 Estados que mais emitiram bilhetes?\n", "- Qual o fluxo de viajantes entre Estados?\n", "- Prever o fluxo de bilhetes emitidos com destino a SAO PAULO/SP." ] }, { "cell_type": "markdown", "metadata": { "id": "CpJPr3isHoux" }, "source": [ "### Dados usados:\n", "- passagens/viagens - https://www.kaggle.com/datasets/danlessa/brazil-interstate-bus-travels?resource=download" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "1D-rS2FP8oyw" }, "outputs": [], "source": [ "!pip install pyspark --q\n", "!pip install pySankey --q" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "pxK3t9Xrm1SG" }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "from ipywidgets import interact, interactive, fixed, interact_manual\n", "import ipywidgets as widgets\n", "from IPython.display import display\n", "from PIL import Image" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "kPKZ58-_k8-7" }, "outputs": [], "source": [ "# Import other modules not related to PySpark\n", "import os\n", "import sys\n", "import pandas as pd\n", "from pandas import DataFrame\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as mtick\n", "import matplotlib\n", "\n", "from pySankey.sankey import sankey\n", "\n", "from mpl_toolkits.mplot3d import Axes3D\n", "import math\n", "from IPython.core.interactiveshell import InteractiveShell\n", "from datetime import *\n", "import statistics as stats\n", "# This helps auto print out the items without explixitly using 'print'\n", "InteractiveShell.ast_node_interactivity = \"all\"\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "id": "IJl8y7lKzHA2" }, "outputs": [], "source": [ "# Import PySpark related modules\n", "import pyspark\n", "from pyspark.rdd import RDD\n", "from pyspark.sql import Row\n", "from pyspark.sql import DataFrame\n", "from pyspark.sql import SparkSession\n", "from pyspark.sql import SQLContext\n", "from pyspark.sql import functions\n", "from pyspark.sql.functions import lit, desc, col, size, array_contains\\\n", ", isnan, udf, hour, array_min, array_max, countDistinct, to_date, \\\n", "dayofweek, sum,avg,max,min,mean,count, trim, udf\n", "from pyspark.sql.types import *\n", "from pyspark.sql.functions import month\n", "from pyspark.sql.functions import to_timestamp,date_format\n", "from pyspark.sql.functions import col\n", "from pyspark.sql.functions import count\n", "\n", "\n", "\n", "MAX_MEMORY = '10G'\n", "# Initialize a spark session.\n", "conf = pyspark.SparkConf().setMaster(\"local[*]\") \\\n", " .set('spark.executor.heartbeatInterval', 10000) \\\n", " .set('spark.network.timeout', 10000) \\\n", " .set(\"spark.core.connection.ack.wait.timeout\", \"3600\") \\\n", " .set(\"spark.executor.memory\", MAX_MEMORY) \\\n", " .set(\"spark.driver.memory\", MAX_MEMORY)\n", "def init_spark():\n", " spark = SparkSession \\\n", " .builder \\\n", " .appName(\"Pyspark guide\") \\\n", " .config(conf=conf) \\\n", " .getOrCreate()\n", " return spark\n", "\n", "spark = init_spark()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "D1VlP2hgAU9I", "outputId": "d10f8cab-6eba-47c6-cc67-d3fbe8499904" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Mounted at /content/drive\n" ] } ], "source": [ "from google.colab import drive\n", "drive.mount('/content/drive',force_remount=True)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "-vcZGYaXkcrW" }, "outputs": [], "source": [ "def trim(string):\n", " return string.strip()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "33bEDEbhxSCu" }, "outputs": [], "source": [ "def lineplot(df, title,x, y,figname):\n", "\n", " '''\n", " This function makes a line plot from Spark dataframe df with\n", " independent variable x and averaged over y.\n", " '''\n", " plt.figure(figsize=(20,10))\n", " df.plot(x, y, legend=False);\n", "\n", " plt.title(title)\n", " plt.ylabel(y)\n", " plt.savefig(figname, bbox_inches='tight')\n", " plt.show()\n" ] }, { "cell_type": "markdown", "metadata": { "id": "QoCwyoZ5cGQE" }, "source": [ "### Leitura dos dados de 2019" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "id": "5IEskdnK_OdQ" }, "outputs": [], "source": [ "df_03_2019 = spark.read.options(header='True', inferSchema='True',delimiter=';').csv(\"/content/drive/MyDrive/Viagens/venda_passagem_03_2019/venda_passagem_03_2019.csv\")\n", "#\n", "df_11_2019 = spark.read.options(header='True', inferSchema='True',delimiter=';').csv(\"/content/drive/MyDrive/Viagens/venda_passagem_11_2019/venda_passagem_11_2019.csv\")\n", "#\n", "df_12_2019 = spark.read.options(header='True', inferSchema='True',delimiter=';').csv(\"/content/drive/MyDrive/Viagens/venda_passagem_12_2019/venda_passagem_12_2019.csv\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "id": "WmHTYU4KBJdb" }, "outputs": [], "source": [ "result1 = df_03_2019.union(df_11_2019)\n", "df_full = result1.union(df_12_2019)" ] }, { "cell_type": "markdown", "metadata": { "id": "QHs4T8OahMss" }, "source": [ "### Dataset completo: 6035180 registros." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "WxOovO22aNWk", "outputId": "1ca2eebd-78b9-480b-aaf7-4745da747d5f" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Total registros: 6035180\n" ] } ], "source": [ "print(\"Total registros:\",df_full.count())" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "imM-1hb4UXuE", "outputId": "886f5370-5a0c-4dc9-84b7-1a31e2e83299" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "+-------------+--------------+-------------------------+--------------+--------------------+--------------------+--------------------+--------+--------------------+--------------------+--------------------+--------------------+-----------+-------------------+-----------+---------------+-------------------+--------------------+------------+-------------------------+-------------------+-------------+-------------------+-----------+--------------+---------------------+\n", "|codigo_viagem| cnpj|numero_equipamento_fiscal|numero_bilhete|data_emissao_bilhete|hora_emissao_bilhete|categoria_transporte|nu_linha|origem_destino_linha| ponto_origem_viagem|ponto_destino_viagem| tipo_servico|data_viagem| hora_viagem|tipo_viagem|numero_poltrona|plataforma_embarque| tipo_gratitude|valor_tarifa|valor_percentual_desconto|valor_aliquota_icms|valor_pedagio|valor_taxa_embarque|valor_total|origem_emissao|in_passagem_cancelada|\n", "+-------------+--------------+-------------------------+--------------+--------------------+--------------------+--------------------+--------+--------------------+--------------------+--------------------+--------------------+-----------+-------------------+-----------+---------------+-------------------+--------------------+------------+-------------------------+-------------------+-------------+-------------------+-----------+--------------+---------------------+\n", "| 1512461|82647884000135| 000013| 36858| 21-03-2019| 2023-07-27 13:31:00| Interestadual|16009141|FLORIANOPOLIS(SC)...|JOINVILLE/SC |SAO PAULO/SP |Convencional com ...| 30-03-2019|2023-07-27 20:20:00| Regular| 2| N/I|Tarifa Normal - s...| 223.94| 0.0| 12.0| 3.46| 2.5| 229.9| N�o Se Aplica| N�O|\n", "| 1468989|82647884000135| 000013| 999073| 15-03-2019| 2023-07-27 16:48:00| Interestadual|16008461|FLORIANOPOLIS(SC)...|BALNEARIO PICARRA...|SAO PAULO/SP |Convencional com ...| 17-03-2019|2023-07-27 06:45:00| Regular| 61| N/I|Tarifa Normal - s...| 132.71| 0.0| 12.0| 2.99| 5.3| 141.0| N�o Se Aplica| N�O|\n", "| 1446692|82647884000135| 000013| 734783| 05-03-2019| 2023-07-27 16:06:00| Interestadual|16006631|BALNEARIO CAMBORI...|JOINVILLE/SC |SAO PAULO/SP |Convencional com ...| 06-03-2019|2023-07-27 19:10:00| Regular| 12| N/I|Tarifa Normal - s...| 91.57| 0.0| 12.0| 2.7| 2.5| 96.77| N�o Se Aplica| N�O|\n", "| 1469107|82647884000135| 000013| 590998| 16-03-2019| 2023-07-27 21:17:00| Interestadual|16009130|FLORIANOPOLIS(SC)...|JOINVILLE/SC |SAO PAULO/SP |Convencional com ...| 17-03-2019|2023-07-27 17:45:00| Regular| 47| N/I|Tarifa Normal - s...| 103.47| 0.0| 12.0| 3.46| 2.5| 109.43| N�o Se Aplica| N�O|\n", "| 1446171|82647884000135| 000013| 585349| 18-01-2019| 2023-07-27 10:49:00| Interestadual|16006631|BALNEARIO CAMBORI...|BALNEARIO PICARRA...|SAO PAULO/SP |Convencional com ...| 04-03-2019|2023-07-27 19:10:00| Regular| 2| N/I|Tarifa Normal - s...| 98.07| 0.0| 12.0| 2.99| 2.0| 103.06| N�o Se Aplica| N�O|\n", "+-------------+--------------+-------------------------+--------------+--------------------+--------------------+--------------------+--------+--------------------+--------------------+--------------------+--------------------+-----------+-------------------+-----------+---------------+-------------------+--------------------+------------+-------------------------+-------------------+-------------+-------------------+-----------+--------------+---------------------+\n", "only showing top 5 rows\n", "\n" ] } ], "source": [ "df_full.show(5)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "a7ypmFxVLodL", "outputId": "a85100f2-6e60-4f2f-cf26-6a5bc29d1324" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Data overview\n", "root\n", " |-- codigo_viagem: integer (nullable = true)\n", " |-- cnpj: long (nullable = true)\n", " |-- numero_equipamento_fiscal: string (nullable = true)\n", " |-- numero_bilhete: integer (nullable = true)\n", " |-- data_emissao_bilhete: string (nullable = true)\n", " |-- hora_emissao_bilhete: timestamp (nullable = true)\n", " |-- categoria_transporte: string (nullable = true)\n", " |-- nu_linha: integer (nullable = true)\n", " |-- origem_destino_linha: string (nullable = true)\n", " |-- ponto_origem_viagem: string (nullable = true)\n", " |-- ponto_destino_viagem: string (nullable = true)\n", " |-- tipo_servico: string (nullable = true)\n", " |-- data_viagem: string (nullable = true)\n", " |-- hora_viagem: timestamp (nullable = true)\n", " |-- tipo_viagem: string (nullable = true)\n", " |-- numero_poltrona: integer (nullable = true)\n", " |-- plataforma_embarque: string (nullable = true)\n", " |-- tipo_gratitude: string (nullable = true)\n", " |-- valor_tarifa: double (nullable = true)\n", " |-- valor_percentual_desconto: string (nullable = true)\n", " |-- valor_aliquota_icms: double (nullable = true)\n", " |-- valor_pedagio: double (nullable = true)\n", " |-- valor_taxa_embarque: double (nullable = true)\n", " |-- valor_total: double (nullable = true)\n", " |-- origem_emissao: string (nullable = true)\n", " |-- in_passagem_cancelada: string (nullable = true)\n", "\n", "Columns overview\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ " Column Name Data type\n", "0 codigo_viagem int\n", "1 cnpj bigint\n", "2 numero_equipamento_fiscal string\n", "3 numero_bilhete int\n", "4 data_emissao_bilhete string\n", "5 hora_emissao_bilhete timestamp\n", "6 categoria_transporte string\n", "7 nu_linha int\n", "8 origem_destino_linha string\n", "9 ponto_origem_viagem string\n", "10 ponto_destino_viagem string\n", "11 tipo_servico string\n", "12 data_viagem string\n", "13 hora_viagem timestamp\n", "14 tipo_viagem string\n", "15 numero_poltrona int\n", "16 plataforma_embarque string\n", "17 tipo_gratitude string\n", "18 valor_tarifa double\n", "19 valor_percentual_desconto string\n", "20 valor_aliquota_icms double\n", "21 valor_pedagio double\n", "22 valor_taxa_embarque double\n", "23 valor_total double\n", "24 origem_emissao string\n", "25 in_passagem_cancelada string" ], "text/html": [ "\n", "\n", "
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2numero_equipamento_fiscalstring
3numero_bilheteint
4data_emissao_bilhetestring
5hora_emissao_bilhetetimestamp
6categoria_transportestring
7nu_linhaint
8origem_destino_linhastring
9ponto_origem_viagemstring
10ponto_destino_viagemstring
11tipo_servicostring
12data_viagemstring
13hora_viagemtimestamp
14tipo_viagemstring
15numero_poltronaint
16plataforma_embarquestring
17tipo_gratitudestring
18valor_tarifadouble
19valor_percentual_descontostring
20valor_aliquota_icmsdouble
21valor_pedagiodouble
22valor_taxa_embarquedouble
23valor_totaldouble
24origem_emissaostring
25in_passagem_canceladastring
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\n" ] }, "metadata": {}, "execution_count": 13 } ], "source": [ "print('Data overview')\n", "df_full.printSchema()\n", "print('Columns overview')\n", "pd.DataFrame(df_full.dtypes, columns = ['Column Name','Data type'])" ] }, { "cell_type": "markdown", "metadata": { "id": "VfODI9oUh1MG" }, "source": [ "### Foram selecionadas as colunas que podem contribuir para entender o fluxo de viagens." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "id": "pGMMO5DADrjC" }, "outputs": [], "source": [ "usecols = ['data_emissao_bilhete', 'categoria_transporte', 'origem_destino_linha', 'ponto_origem_viagem',\n", " 'ponto_destino_viagem','tipo_servico', 'data_viagem', 'tipo_gratitude',\n", " 'tipo_viagem', 'numero_poltrona', 'valor_total', 'in_passagem_cancelada']" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "id": "wmNy_TR0HpV7" }, "outputs": [], "source": [ "df_viagem = df_full.select(*usecols)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "sL_sfXhhEDqU", "outputId": "cb19006d-783b-4f73-d0d5-eeccd7b22fef" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "+--------------------+--------------------+--------------------+--------------------+--------------------+--------------------+-----------+--------------------+-----------+---------------+-----------+---------------------+\n", "|data_emissao_bilhete|categoria_transporte|origem_destino_linha| ponto_origem_viagem|ponto_destino_viagem| tipo_servico|data_viagem| tipo_gratitude|tipo_viagem|numero_poltrona|valor_total|in_passagem_cancelada|\n", "+--------------------+--------------------+--------------------+--------------------+--------------------+--------------------+-----------+--------------------+-----------+---------------+-----------+---------------------+\n", "| 21-03-2019| Interestadual|FLORIANOPOLIS(SC)...|JOINVILLE/SC |SAO PAULO/SP |Convencional com ...| 30-03-2019|Tarifa Normal - s...| Regular| 2| 229.9| N�O|\n", "| 15-03-2019| Interestadual|FLORIANOPOLIS(SC)...|BALNEARIO PICARRA...|SAO PAULO/SP |Convencional com ...| 17-03-2019|Tarifa Normal - s...| Regular| 61| 141.0| N�O|\n", "| 05-03-2019| Interestadual|BALNEARIO CAMBORI...|JOINVILLE/SC |SAO PAULO/SP |Convencional com ...| 06-03-2019|Tarifa Normal - s...| Regular| 12| 96.77| N�O|\n", "| 16-03-2019| Interestadual|FLORIANOPOLIS(SC)...|JOINVILLE/SC |SAO PAULO/SP |Convencional com ...| 17-03-2019|Tarifa Normal - s...| Regular| 47| 109.43| N�O|\n", "| 18-01-2019| Interestadual|BALNEARIO CAMBORI...|BALNEARIO PICARRA...|SAO PAULO/SP |Convencional com ...| 04-03-2019|Tarifa Normal - s...| Regular| 2| 103.06| N�O|\n", "+--------------------+--------------------+--------------------+--------------------+--------------------+--------------------+-----------+--------------------+-----------+---------------+-----------+---------------------+\n", "only showing top 5 rows\n", "\n" ] } ], "source": [ "df_viagem.show(5)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 460 }, "id": "geRuS_UcL8d2", "outputId": "a05b549d-e475-4035-f46b-f1ac70795a3f" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Data overview\n", "Columns overview\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ " Column Name Data type\n", "0 data_emissao_bilhete string\n", "1 categoria_transporte string\n", "2 origem_destino_linha string\n", "3 ponto_origem_viagem string\n", "4 ponto_destino_viagem string\n", "5 tipo_servico string\n", "6 data_viagem string\n", "7 tipo_gratitude string\n", "8 tipo_viagem string\n", "9 numero_poltrona int\n", "10 valor_total double\n", "11 in_passagem_cancelada string" ], "text/html": [ "\n", "\n", "
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\n" ] }, "metadata": {}, "execution_count": 17 } ], "source": [ "print('Data overview')\n", "#df_viagem.printSchema()\n", "print('Columns overview')\n", "pd.DataFrame(df_viagem.dtypes, columns = ['Column Name','Data type'])" ] }, { "cell_type": "markdown", "metadata": { "id": "51KhEIZFUrye" }, "source": [ "### Um onibus de 2 andares tem no maximo 104 lugares.\n", "### Registros com valores acima serão excluidos." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "w77puUe9UEDN", "outputId": "ecddb32b-a6d2-4aee-d3fc-3dc0f92fc69f" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "+---------------+-----+\n", "|numero_poltrona|count|\n", "+---------------+-----+\n", "| 599| 293|\n", "| 598| 263|\n", "| 597| 179|\n", "| 596| 102|\n", "| 595| 51|\n", "| 594| 28|\n", "| 593| 12|\n", "| 592| 6|\n", "| 591| 3|\n", "| 590| 1|\n", "| 239| 266|\n", "| 238| 301|\n", "| 237| 232|\n", "| 236| 128|\n", "| 235| 76|\n", "| 234| 39|\n", "| 233| 17|\n", "| 232| 10|\n", "| 231| 4|\n", "| 230| 2|\n", "+---------------+-----+\n", "only showing top 20 rows\n", "\n" ] } ], "source": [ "df_viagem.groupBy('numero_poltrona').count().orderBy('numero_poltrona',ascending=False).show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "id": "OTqVHqFYRj3n" }, "outputs": [], "source": [ "df_viagem = df_viagem.filter(df_viagem.numero_poltrona <= 104)" ] }, { "cell_type": "markdown", "metadata": { "id": "JMp9AFdTlJjq" }, "source": [ "### Converter campo string para data.\n", "- data_emissao_bilhete\n", "- data_viagem" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 460 }, "id": "KU-hcMgilHc5", "outputId": "a70159dd-c4ea-4798-eed9-c429daa634cd" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Data overview\n", "Columns overview\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ " Column Name Data type\n", "0 data_emissao_bilhete string\n", "1 categoria_transporte string\n", "2 origem_destino_linha string\n", "3 ponto_origem_viagem string\n", "4 ponto_destino_viagem string\n", "5 tipo_servico string\n", "6 data_viagem string\n", "7 tipo_gratitude string\n", "8 tipo_viagem string\n", "9 numero_poltrona int\n", "10 valor_total double\n", "11 in_passagem_cancelada string" ], "text/html": [ "\n", "\n", "
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Column NameData type
0data_emissao_bilhetestring
1categoria_transportestring
2origem_destino_linhastring
3ponto_origem_viagemstring
4ponto_destino_viagemstring
5tipo_servicostring
6data_viagemstring
7tipo_gratitudestring
8tipo_viagemstring
9numero_poltronaint
10valor_totaldouble
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\n" ] }, "metadata": {}, "execution_count": 20 } ], "source": [ "print('Data overview')\n", "#df_viagem.printSchema()\n", "print('Columns overview')\n", "pd.DataFrame(df_viagem.dtypes, columns = ['Column Name','Data type'])" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "id": "k9lyWuRlK14T" }, "outputs": [], "source": [ "df_viagem1 = df_viagem.withColumn('data_emissao_bilhete',to_date(df_viagem.data_emissao_bilhete, 'dd-MM-yyyy'))\n", "df_viagem2 = df_viagem1.withColumn('data_viagem',to_date(df_viagem1.data_viagem, 'dd-MM-yyyy'))" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 460 }, "id": "bFbyLfV416s3", "outputId": "29ca6f81-de23-4d75-f615-3aecb8344e19" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Data overview\n", "Columns overview\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ " Column Name Data type\n", "0 data_emissao_bilhete date\n", "1 categoria_transporte string\n", "2 origem_destino_linha string\n", "3 ponto_origem_viagem string\n", "4 ponto_destino_viagem string\n", "5 tipo_servico string\n", "6 data_viagem date\n", "7 tipo_gratitude string\n", "8 tipo_viagem string\n", "9 numero_poltrona int\n", "10 valor_total double\n", "11 in_passagem_cancelada string" ], "text/html": [ "\n", "\n", "
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0data_emissao_bilhetedate
1categoria_transportestring
2origem_destino_linhastring
3ponto_origem_viagemstring
4ponto_destino_viagemstring
5tipo_servicostring
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\n" ] }, "metadata": {}, "execution_count": 22 } ], "source": [ "print('Data overview')\n", "#df_viagem.printSchema()\n", "print('Columns overview')\n", "pd.DataFrame(df_viagem2.dtypes, columns = ['Column Name','Data type'])" ] }, { "cell_type": "markdown", "metadata": { "id": "bEsdP2-AiPtp" }, "source": [ "### Identificar dados ausentes." ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 318 }, "id": "XfdnCS1rMIKy", "outputId": "46c04ea2-8f2e-4296-fe72-d648c77a512b" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "-- categoria_transporte\n", "-- origem_destino_linha\n", "-- ponto_origem_viagem\n", "-- ponto_destino_viagem\n", "-- tipo_servico\n", "-- tipo_gratitude\n", "-- tipo_viagem\n", "-- numero_poltrona\n", "-- valor_total\n", "-- in_passagem_cancelada\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ " categoria_transporte origem_destino_linha ponto_origem_viagem \\\n", "0 0 0 0 \n", "\n", " ponto_destino_viagem tipo_servico tipo_gratitude tipo_viagem \\\n", "0 0 0 9 0 \n", "\n", " numero_poltrona valor_total in_passagem_cancelada \n", "0 0 0 0 " ], "text/html": [ "\n", "\n", "
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\n" ] }, "metadata": {}, "execution_count": 23 } ], "source": [ "string_cols = [c for c, t in df_viagem2.dtypes if t =='string']\n", "numeric_columns = ['valor_total','numero_poltrona']\n", "missing_values = {}\n", "size=len(df_viagem2.columns)\n", "for index, column in enumerate(df_viagem2.columns):\n", " if column in string_cols: # check string columns with None and Null values\n", "# missing_count = df.filter(col(column).eqNullSafe(None) | col(column).isNull()).count()\n", "# missing_values.update({column: missing_count})\n", " print('--',column)\n", " missing_count = df_viagem2.filter(col(column).eqNullSafe(None) | col(column).isNull()).count()\n", " missing_values.update({column:missing_count})\n", " if column in numeric_columns: # check zeroes, None, NaN\n", " print('--',column)\n", " missing_count = df_viagem2.where(col(column).isin([None,np.nan])).count()\n", " missing_values.update({column:missing_count})\n", "\n", "missing_df = pd.DataFrame.from_dict([missing_values])\n", "missing_df" ] }, { "cell_type": "markdown", "metadata": { "id": "O4cQzOoHJaQy" }, "source": [ "### Eliminar linhas com dados ausentes." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "id": "F76i1dJPJYE2" }, "outputs": [], "source": [ "\n", "df_viagem2 = df_viagem2.na.drop()" ] }, { "cell_type": "markdown", "metadata": { "id": "OFNF-LV2m9sj" }, "source": [ "### Remover espaços nas colunas tipo string." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "id": "71KlpFf0bzMr" }, "outputs": [], "source": [ "string_cols = [c for c, t in df_viagem2.dtypes if t =='string']\n", "from pyspark.sql import functions as f\n", "\n", "for colname in string_cols:\n", "\n", " temp1 = df_viagem2.withColumn(colname, f.trim(f.col(colname)))\n", " temp2 = temp1.withColumn(colname, f.ltrim(f.col(colname)))\n", " df_viagem2 = temp2.withColumn(colname, f.rtrim(f.col(colname)))" ] }, { "cell_type": "markdown", "metadata": { "id": "T7OIvCvh3rYM" }, "source": [ "### Extrair dos campos data, as informações de dia, mês e ano." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "pDBY-lwhm94L", "outputId": "c059f5d5-b7a4-450b-ac47-d0ad10a77e26" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "df_viagem2\n", "+--------------------+-----------+-----------+-----------+\n", "|data_emissao_bilhete|mes_emissao|dia_emissao|ano_emissao|\n", "+--------------------+-----------+-----------+-----------+\n", "| 2019-03-21 00:00:00| 3| 21| 2019|\n", "| 2019-03-15 00:00:00| 3| 15| 2019|\n", "| 2019-03-05 00:00:00| 3| 5| 2019|\n", "+--------------------+-----------+-----------+-----------+\n", "only showing top 3 rows\n", "\n", "+-------------------+----------+----------+----------+\n", "| data_viagem|mes_viagem|dia_viagem|ano_viagem|\n", "+-------------------+----------+----------+----------+\n", "|2019-03-30 00:00:00| 3| 30| 2019|\n", "|2019-03-17 00:00:00| 3| 17| 2019|\n", "|2019-03-06 00:00:00| 3| 6| 2019|\n", "+-------------------+----------+----------+----------+\n", "only showing top 3 rows\n", "\n", "+-------------------+-------------+\n", "| data_viagem|dia_da_semana|\n", "+-------------------+-------------+\n", "|2019-03-30 00:00:00| 7|\n", "|2019-03-17 00:00:00| 1|\n", "|2019-03-06 00:00:00| 4|\n", "+-------------------+-------------+\n", "only showing top 3 rows\n", "\n" ] } ], "source": [ "df_data1 = df_viagem2.withColumn('mes_emissao',month(df_viagem2.data_emissao_bilhete))\n", "df_data1 = df_data1.withColumn(\"data_emissao_bilhete\",to_timestamp(col(\"data_emissao_bilhete\"))).withColumn(\"dia_emissao\", date_format(col(\"data_emissao_bilhete\"), \"d\"))\n", "df_data1 = df_data1.withColumn(\"data_emissao_bilhete\",to_timestamp(col(\"data_emissao_bilhete\"))).withColumn(\"ano_emissao\", date_format(col(\"data_emissao_bilhete\"), \"y\"))\n", "#\n", "df_data2 = df_data1.withColumn('mes_viagem',month(df_data1.data_viagem))\n", "df_data2 = df_data2.withColumn(\"data_viagem\",to_timestamp(col(\"data_viagem\"))).withColumn(\"dia_viagem\", date_format(col(\"data_viagem\"), \"d\"))\n", "df_viagem2 = df_data2.withColumn(\"data_viagem\",to_timestamp(col(\"data_viagem\"))).withColumn(\"ano_viagem\", date_format(col(\"data_viagem\"), \"y\"))\n", "#\n", "print('df_viagem2')\n", "df_viagem2.select(col(\"data_emissao_bilhete\"), col('mes_emissao'), col('dia_emissao'), col('ano_emissao')).show(3)\n", "df_viagem2.select(col(\"data_viagem\"), col('mes_viagem'), col('dia_viagem'), col('ano_viagem')).show(3)\n", "#\n", "\n", "df_viagem2 = df_viagem2.withColumn('dia_da_semana',dayofweek(df_viagem2.data_viagem))\n", "df_viagem2.select(col(\"data_viagem\"), col('dia_da_semana')).show(3)" ] }, { "cell_type": "markdown", "metadata": { "id": "fwmHUfDr33ep" }, "source": [ "### Serão consideradas as viagens cujos bilhetes foram emitidos no ano de 2019, pois em 2020 começou a pandemia e as restrições de deslocamento provavelmente impactaram nos dados.\n", "### Foram excluidas as linhas onde a coluna in_passagem_cancelada não era igual a NAO." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "id": "0_rBe-iG2IRn", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "ae9e837d-95be-447f-e52c-80d8adc694fa" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Total registros: 6033158\n" ] } ], "source": [ "print(\"Total registros:\",df_viagem2.count())" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "id": "empI82ujTTNI" }, "outputs": [], "source": [ "df_viagem3 = df_viagem2.filter(df_viagem2.ano_emissao == 2019)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "id": "dOeaSH3Nlv2V", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "a7af2a72-5b22-420d-bbbb-cd2d9b9f943e" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Total registros: 6028785\n" ] } ], "source": [ "print(\"Total registros:\",df_viagem3.count())" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "id": "7NCxIUARppgS", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "708e9f33-2512-4fad-d34d-cd99976cfcdb" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "+---------------------+-------+\n", "|in_passagem_cancelada| count|\n", "+---------------------+-------+\n", "| SIM| 3480|\n", "| N�O|6025305|\n", "+---------------------+-------+\n", "\n" ] } ], "source": [ "df_viagem3.groupBy('in_passagem_cancelada').count().orderBy('count').show()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "id": "yTVS_M3WqdRk" }, "outputs": [], "source": [ "df_viagem_2019 = df_viagem3.filter(df_viagem3.in_passagem_cancelada == 'N�O')" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "id": "6RsMjmiPqMQ5", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "1b2de6f4-ac13-44b0-bd1c-5e356f68b4fb" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "DataFrame[data_emissao_bilhete: timestamp, categoria_transporte: string, origem_destino_linha: string, ponto_origem_viagem: string, ponto_destino_viagem: string, tipo_servico: string, data_viagem: timestamp, tipo_gratitude: string, tipo_viagem: string, numero_poltrona: int, valor_total: double, mes_emissao: int, dia_emissao: string, ano_emissao: string, mes_viagem: int, dia_viagem: string, ano_viagem: string, dia_da_semana: int]" ] }, "metadata": {}, "execution_count": 32 } ], "source": [ "df_viagem_2019.drop(col(\"in_passagem_cancelada\"))" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "id": "OcXuOWqX0rrv", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "980bb2a8-2ac0-4b52-f608-86c9e6269b69" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Total registros de viagens em 2019: 6025305\n" ] } ], "source": [ "print(\"Total registros de viagens em 2019:\",df_viagem_2019.count())" ] }, { "cell_type": "markdown", "metadata": { "id": "ASsllNiOcYl_" }, "source": [ "### Ranking dos 5 destinos mais visitados" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "id": "IZV0VQPvP4hd" }, "outputs": [], "source": [ "ranking_destinos = df_viagem_2019.select(df_viagem_2019.ponto_destino_viagem) \\\n", " .groupBy(df_viagem_2019.ponto_destino_viagem) \\\n", " .count() \\\n", " .orderBy(\"count\", ascending=False)" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "id": "kX1kzG1XWp5h" }, "outputs": [], "source": [ "# Top 5\n", "top5_destino = ranking_destinos.limit(5).toPandas()\n", "# Caculate the total users, we will this result to compute percentage later\n", "total_trips = ranking_destinos.groupBy().sum().collect()[0][0]" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "id": "eD6d-BNbmkrM", "colab": { "base_uri": "https://localhost:8080/", "height": 206 }, "outputId": "aa702359-f503-418d-ad92-66cd09a0fdbe" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ " ponto_destino_viagem count\n", "0 SAO PAULO/SP 797367\n", "1 RIO DE JANEIRO/RJ 486330\n", "2 CURITIBA/PR 292208\n", "3 BELO HORIZONTE/MG 230278\n", "4 GOIANIA/GO 128398" ], "text/html": [ "\n", "\n", "
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ponto_destino_viagemcount
0SAO PAULO/SP797367
1RIO DE JANEIRO/RJ486330
2CURITIBA/PR292208
3BELO HORIZONTE/MG230278
4GOIANIA/GO128398
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ponto_destino_viagemcountpercentual
0SAO PAULO/SP79736713.23
1RIO DE JANEIRO/RJ4863308.07
2CURITIBA/PR2922084.85
3BELO HORIZONTE/MG2302783.82
4GOIANIA/GO1283982.13
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\n" ] }, "metadata": {}, "execution_count": 38 } ], "source": [ "top5_destino" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "id": "d4JuChf4eJ4n", "colab": { "base_uri": "https://localhost:8080/", "height": 738 }, "outputId": "30cd73a3-fb52-48ed-9c54-df371349f125" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m\n", "\n", "2019\n", "Top 5 destinos\n", "\n", " ponto_destino_viagem percentual\n", "0 SAO PAULO/SP 13.23\n", "1 RIO DE JANEIRO/RJ 8.07\n", "2 CURITIBA/PR 4.85\n", "3 BELO HORIZONTE/MG 3.82\n", "4 GOIANIA/GO 2.13\n", "5 Outros Destinos 67.90 \n", "\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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\n" }, "metadata": {} } ], "source": [ "# Compute the percentage of top 5\n", "temp_fig1 = top5_destino.copy()\n", "#temp_fig1['percentual'] = np.round(temp_fig1['count'] \\\n", "# / total_trips * 100,2)\n", "\n", "outros = {\n", " 'ponto_destino_viagem': 'Outros Destinos'\n", " , 'count': total_trips - np.sum(temp_fig1['count'])\n", " , 'percentual': 100 - np.sum(temp_fig1['percentual'])\n", "}\n", "temp_fig1 = temp_fig1.append(\n", " outros, ignore_index=True\n", ")\n", "\n", "temp_fig1 = temp_fig1[['ponto_destino_viagem', 'percentual']]\n", "fig, axs = plt.subplots(nrows=1, ncols=2, figsize=plt.figaspect(0.25))\n", "\n", "plot0 = axs[0].bar(x=temp_fig1['ponto_destino_viagem']\n", " , height=temp_fig1['percentual'])\n", "title0 = axs[0].set_title('Percentual', fontsize = 'small')\n", "xlabel0 = axs[0].set_xlabel('ponto_destino_viagem', fontsize = 'small')\n", "ylabel0 = axs[0].set_ylabel('percentual', fontsize = 'small')\n", "xsticks_label = axs[0].set_xticklabels(temp_fig1['ponto_destino_viagem']\n", " ,rotation = 45, fontsize='small')\n", "\n", "explode = (0.1, 0.1, 0.3, 0.3, 0.3, 0.1)\n", "#title1 = axs[1].set_title('User ratio', fontsize = 'small')\n", "plot1 = axs[1].pie(\n", " x=temp_fig1['percentual']\n", " , labels=temp_fig1['ponto_destino_viagem']\n", " , autopct='%1.1f%%', shadow=True, explode=explode, startangle=90\n", " , radius=1\n", ");\n", "\n", "text = fig.text(0.55, 1.02, 'TOP 5\\nPERCENTUAL DOS DESTINOS', ha='center', va='top', transform=fig.transFigure);\n", "print('\\033[1m'+'\\n\\n2019\\nTop 5 destinos\\n\\n',temp_fig1,\"\\n\")\n", "#\n", "plt.savefig(\"Fig1.png\", bbox_inches='tight')" ] }, { "cell_type": "markdown", "metadata": { "id": "-L3wDBP2jeWg" }, "source": [ "### Evolução da Emissao de Bilhetes em 2019" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "id": "QmndIXR1qaRk" }, "outputs": [], "source": [ "# Remover o timestamp da coluna data_emisssao_bilhete\n", "df_viagem_2019= df_viagem_2019.withColumn('data_emissao', to_date(col('data_emissao_bilhete')))" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "id": "pLovdDeVvKPS" }, "outputs": [], "source": [ "ranking_data_emissao = df_viagem_2019.select(df_viagem_2019.data_emissao) \\\n", " .groupBy(df_viagem_2019.data_emissao) \\\n", " .count() \\\n", " .orderBy(\"count\", ascending=False).toPandas()" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "id": "iUMa17cCxiv8", "colab": { "base_uri": "https://localhost:8080/", "height": 530 }, "outputId": "43d56b76-9bcd-4a06-d65f-ee40d0339529" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ] }, "metadata": {} }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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6KLKzs3HVVVfhxRdfxODBg7Fnzx4cPnwYH374Ie6//375uK7TVsr3w9XBgweRlJTkNcslvX7v3r0QQqiCeNfjtWrVCgAQGxurylT5g81mAwAUFhb69biSVq1a4ccff0SvXr083rCh5O0PmVatWqGwsNCnr91oNOLWW2/FrbfeCofDgUcffRTvvPMOnn32WfbxI7aMIKorWq0Wd955J7799lt89NFHsNlsqqlFALj55puRmZmpqv2y2WyYN28eoqOj0adPH6/Hb9WqFfLy8vDbb7/J286dO4evvvpKtd+wYcOg1Woxffp0twyJlLGRMgbKDI7FYsGbb76p2r9bt25ITk7G22+/rWor8P333+PAgQMYMmRIpdfk5ptvxi+//IKtW7fK286fP++WhfB1PMEoJydH9dhoNKJDhw4QQsBqtcJut7tNjyYnJyMtLU2+pp6+fiGEW+uBRo0aoWvXrvjwww9VAfjevXuxcuVKuRGpNzfffDPOnj2Lzz//XN5WXFyMd999V7VfRkYGWrVqhVdeecVjcHT+/PlKz1OZb7/9FgD8lgF2dffdd8Nut2PGjBluz9lsNtV1i4qK8viHzN13343Nmzfjhx9+cHsuNzdXDhxd33utVosrrrgCALy24aDLCzNdRDXw/fffeyzm7tmzp6ou55577sG8efMwbdo0dO7cWa7VkowZMwbvvPMORo0ahR07dqB58+b4/PPPsXHjRsyZMwcxMTFexzB8+HA89dRTuO222zB+/HgUFxfjrbfewp/+9CdVv6fWrVvjn//8J2bMmIHevXvj9ttvh8lkwrZt25CWloaZM2eiZ8+eSEhIwMiRIzF+/HhoNBp89NFHbtNoBoMBL7/8Mh544AH06dMH9957r9wyonnz5njiiScqvW6TJ0/GRx99hEGDBuHxxx+XW0ZIGT/ldfRlPFXx9X3ypwEDBiA1NRW9evVCSkoKDhw4gPnz52PIkCGIiYlBbm4umjRpgjvvvBNdunRBdHQ0fvzxR2zbtg2vvvoqAGd9XKtWrfDkk0/izJkziI2NxRdffOGxlmz27NkYPHgwevTogdGjR8stI+Li4qpcq/PBBx/E/Pnzcf/992PHjh1o1KgRPvroI0RGRqr202q1+Pe//43BgwejY8eOeOCBB9C4cWOcOXMGa9euRWxsrBw8VWbnzp343//+B8B5c8Tq1avxxRdfoGfPnnLrEn/r06cPHnroIcycORO7d+/GgAEDYDAYcOTIESxZsgRz586VbyTIyMjAW2+9hRdeeAGtW7dGcnIy+vbti0mTJuGbb77BLbfcglGjRiEjIwNFRUXYs2cPPv/8cxw/fhxJSUn4+9//josXL6Jv375o0qQJTpw4gXnz5qFr165u3/t0maqnuyaJQlJlrQjgcku7EM5b7dPT0wUA8cILL3g8ZlZWlnjggQdEUlKSMBqNonPnzm7HEcK9ZYQQQqxcuVJ06tRJGI1G0bZtW/G///3PrWWE5P333xdXXnmlMJlMIiEhQfTp00esWrVKfn7jxo3i2muvFWazWaSlpYnJkyfLrS+k1gGSzz77TD5WYmKiGDFihDh9+rRP1/C3334Tffr0EREREaJx48ZixowZ4j//+Y9by4jqjMeVr++T1Ipg9uzZqtevXbtWABBLlizxeNxt27bJ21zbG7zzzjvi+uuvFw0aNBAmk0m0atVKTJo0SeTl5QkhhCgrKxOTJk0SXbp0ETExMSIqKkp06dJFvPnmm6pz7d+/X/Tv319ER0eLpKQk8eCDD4pff/3V47+zH3/8UfTq1UuYzWYRGxsrbr31VrF///5Kr5HkxIkT4s9//rOIjIwUSUlJ4vHHH5fbKbhe5127donbb79d/tqaNWsm7r77brF69epKz+GpZYRerxctW7YUkyZNEgUFBar9fW0ZERUV5XYub//+3333XZGRkSHMZrOIiYkRnTt3FpMnTxZnz56V98nMzBRDhgwRMTExAoBqDAUFBWLKlCmidevWwmg0iqSkJNGzZ0/xyiuvCIvFIoQQ4vPPPxcDBgwQycnJwmg0iqZNm4qHHnpInDt3rtLrQ5cPjRDV/NORiIiIiKqNNV1EREREAcCgi4iIiCgAGHQRERERBQCDLiIiIqIAYNBFREREFADs0xVADocDZ8+eRUxMjNfOx0RERBRchBAoKChAWlqa21q51cGgK4DOnj3rtoAuERERhYZTp06hSZMmNX49g64AkrqLnzp1CrGxsfU8GiIiIvJFfn4+0tPTK10lxBcMugJImlKMjY1l0EVERBRialsaxEJ6IiIiogBg0EVEREQUAAy6iIiIiAKAQRcRERFRADDoIiIiIgoABl1EREREAcCgi4iIiCgAGHQRERERBQCDLiIiIqIAYNBFREREFAAMuoiIiIgCgEEXERERUQAw6CIiIqKAuVRkQVZ+aX0Po17o63sAREREdHkQQuDKGasAAPueH4go0+UVhjDTRURERAFxscgif345ZrsYdBEREVFAnL5UIn+u0WgAAIezClBQapW3Z+WX4obZa/HO+qMBH19dY9BFREREAaEMuiw2B3afysWA1zeg36vr5e2v/HAIx3OKMfP7g/UxxDrFoIuIiIgC4vSlYvlzi82B1QeyAADZBWXyduUUZLhh0EVEREQBocp02e2IMOjc9imy2AI5pIBi0EVEREQBoc50CZj07mFIscUeyCEFFIMuIiIiCgh1psuhynQ5HAIAUFTGTBcRERFRjQkh3ArplUFXsdWZ4SphpouIiIio5nKKLCixVgRUVrsDBp1GfixluAoVmS6r3RG4AQYAgy4iIiKqc7tO5qoeW2wOOISQH0tBl7Kmq9QaXlkvBl1ERERUp2x2B2atUPfdstgcsNmVQZcdpVY7bI6KbSUMuoiIiIh899a6oziSXYiESAN6tGwAwFlIr8x0FZbZkOPSo6vM6pxetIXJNCODLiIiIqozaw5m4dVVhwEAU25uj6QYE4DyTJciq1VssSGnsEz12hKrHV/sOI1Oz/2ADYfPB27QdYRBFxEREdWZ938+DgAY0b0p7u6WDqPOGXpY7A65TQTgOdNVYrFj2/GLKLU6sPPkpYCNua7o63sAREREFL4OZxUAAO7MaAIAMOqddyxabQ7YFM1Riy12WBU1XoCzkN5eHpgpA7RQxaCLiIiI6kReiVVeV7F1cjQAqDJddof67kW7S2BVYrXDXl73ZRcMuoiIiIg8+j27EACQGhuBmAgDAMBYnt1ybxlhR16JVfV6ZaYrHGrpWdNFREREdeJoedDVJiVa3mZQZLqUhfRFFht+PZ2ren2ptSIb5giDTBeDLiIiIqoTR7Kd9VytGlYEXapMlyLoulhkwZ7TeQCANuVTkSWqTBeDrlrZsGEDbr31VqSlpUGj0WDp0qWq54UQmDp1Kho1agSz2Yz+/fvjyJEjqn0uXryIESNGIDY2FvHx8Rg9ejQKCwtV+/z222/o3bs3IiIikJ6ejlmzZrmNZcmSJWjXrh0iIiLQuXNnLF++vNpjISIiogq/e8h0KYMuZaZr89EcWOwOJEWb0DY1BoDz7kUGXX5SVFSELl26YMGCBR6fnzVrFt544w28/fbb2LJlC6KiojBw4ECUlpbK+4wYMQL79u3DqlWrsGzZMmzYsAFjxoyRn8/Pz8eAAQPQrFkz7NixA7Nnz8Zzzz2Hd999V95n06ZNuPfeezF69Gjs2rULw4YNw7Bhw7B3795qjYWIiIgq/H7eGXS1Vma6yqcXrS4tI87kOhfD7tYsAebyhbBLbeEVdNVrIf3gwYMxePBgj88JITBnzhw888wzGDp0KADgv//9L1JSUrB06VIMHz4cBw4cwIoVK7Bt2zZ069YNADBv3jzcfPPNeOWVV5CWloZFixbBYrHg/fffh9FoRMeOHbF792689tprcnA2d+5cDBo0CJMmTQIAzJgxA6tWrcL8+fPx9ttv+zQWIiIiUrtU5CyMT4mNkLfJmS6Xmi5Jt+YJOHmxGABQagmvuxeDtqbr2LFjyMzMRP/+/eVtcXFx6N69OzZv3gwA2Lx5M+Lj4+WACwD69+8PrVaLLVu2yPtcf/31MBqN8j4DBw7EoUOHcOnSJXkf5XmkfaTz+DIWT8rKypCfn6/6ICIiulzYHM5bDvU6jbxNbhlhc3gMpK5SZLpKwqxPV9AGXZmZmQCAlJQU1faUlBT5uczMTCQnJ6ue1+v1SExMVO3j6RjKc3jbR/l8VWPxZObMmYiLi5M/0tPTq/iqiYiIwocUMOm1FeFGRaZLwO7SDFWv1aBDo1iYpOlFxd2L4TC9GLRBVziYMmUK8vLy5I9Tp07V95CIiIjqjBACucUVS/lI04eKmKuiZYTN7pbpat8oFhEGncdMF6cX61BqaioAICsrS7U9KytLfi41NRXZ2dmq5202Gy5evKjax9MxlOfwto/y+arG4onJZEJsbKzqg4iIKFz9a8VBdJ2+Civ3ZcLhEJDiJI+ZLpvDLXt1RZM4AIDZ4NyH04sB0qJFC6SmpmL16tXytvz8fGzZsgU9evQAAPTo0QO5ubnYsWOHvM+aNWvgcDjQvXt3eZ8NGzbAaq3ocrtq1Sq0bdsWCQkJ8j7K80j7SOfxZSxERESXu3fW/wEAeP7b/aoieZ1WUdOll+5eFG5BV5cm8QAAs9GZ6SpTLQNUZ8MOmHoNugoLC7F7927s3r0bgLNgfffu3Th58iQ0Gg0mTJiAF154Ad988w327NmD+++/H2lpaRg2bBgAoH379hg0aBAefPBBbN26FRs3bsS4ceMwfPhwpKWlAQDuu+8+GI1GjB49Gvv27cNnn32GuXPnYuLEifI4Hn/8caxYsQKvvvoqDh48iOeeew7bt2/HuHHjAMCnsRAREZGTzaHOYum1XgrpHe7TiwAQoZhedMg1XaG/DlC9tozYvn07brzxRvmxFAiNHDkSH3zwASZPnoyioiKMGTMGubm5uO6667BixQpERFTcerpo0SKMGzcO/fr1g1arxR133IE33nhDfj4uLg4rV67E2LFjkZGRgaSkJEydOlXVy6tnz574+OOP8cwzz+Af//gH2rRpg6VLl6JTp07yPr6MhYiIiACbXahqsDxlulwXvO7ZqgE6pLkEXRa7nDELh0J6jRBhUJkWIvLz8xEXF4e8vDzWdxERUdhp/vR3AIDYCD1+mtwXXaavBAD8/uJg6MszXL+eysXQBRvRON6M7i0T8eXOM/jHze0w5vpW8nE2HD6P+9/fig6NYuEQAgczC9C/fQr+PbKb+0kDwF+/v4O2pouIiIhCk80h5B5dgDrTpVzwWspeaTUa1esj5JYRdi54TUREROSNVRVQOWujJZ7uXlQGZQDULSNE+EwvMugiIiIiv7LahVyLpWwXAQAmfcXaixXNU12CLqOHlhHMdBERERG585bFMni4e1Hrso9J7z69yEwXERERkQfesljS9KLNIWC1OzzuI/XpKrU6YCtv0OVpcexQw6CLiIiI/E4KknQ6z0EX4AyqAPdCeikbBjgL7gF2pCciIiLySJ5edAuoKh6XWO0AAL3O+z5l5ftw7UUiIiIiD6SWEa41XUZFFqvE4gyoXDNdyteU2ZjpIiIiIpK59lovlbJYLkGXRqORAy850+Vyh6NB8VjuSM9MFxEREZF7oXt+iQ2Ae00XUFHXJQVdOpdoRKvVwCX5BXvoL73IoIuIiIhqz2JTR0X5pVYA7lksoKJmq9TL9KLzdept0vTi0l1nMPXrvSHZQqJeF7wmIiKi8OAedJVnurRVZ7pcC+kBZ7Bmtdvlx1KN2ITPdgMAujVPxJ+7pNV+4AHETBcRERHVmsVl/i+/RMp0eQ+6bF7WXvT0OtfE1qmLxTUea31h0EVERES15m160VNAZXAp4vI0Bema/XKdTiwqs9VonPWJQRcRERHVWplr0FVeSO9p6tDoEnR5iLmgc9nIoIuIiIgIkJf0kUiZLk81XSZ91Zkug851elEddBWW2RFqGHQRERFRrblOLxaUF9J7qulynV50bRnh3MbpRSIiIiI33grpK7t7UeI6lQi4B2ZuQZeFQRcRERFdhqrTp8st6PJQbO+W6XKbXmTQRURERJcht6CrvJBe69P0YtUtI1wzXYWlDLqIiIjoMvPrqVwczipQbavIdPkyvegh6HItpA+Dmi52pCciIqIau1RkwZ1vb4LVrg6KpMyXx7sXfSikd52W5PQiERERXdayCkrdAi4l3+5e9NAc1W3tRfXzRRa2jCAiIqLLSFXTfD7dvehjIb1QZLtCccFrBl1ERERUY1U1KfWppstD13pPLSNcAy2bS5uKYMegi4iIiGrMNdPl2knep7sXfch0ARULZEsKQuwORgZdREREVGOuBe2RRvU9ejW9e9E1eAO8LzUUKhh0ERERUY25ZrqiTeqgy1ORvOvai56CLk/bXAv2mekiIiKiy0axy12ErkGXx0yXL81RPfSRcK3hkpYaChUMuoiIiKjGXKcXo0w61WNfpg596UgPeFjfkZkuIiIiuly4Ti9G+ZLp0rsEZh4K6T2t2eg6vciaLiIiIrpsuGa63Gu6argMkMeaLnWmizVdREREdNlwzXS53r1Y4+lFD3cvui6q7RqEBTsGXURERFRjRS7NUWMiqp5edL170cMuHl/n2qfLamPQRURERJeJIktVhfTuoYZyelGn1UDjqabLw92Lrpkta4gtBcSgi4iIiGqsykL6Kpb48TS1CPhW08XpRSIiIrpsuE4v+lRIrwy6PGS5vL3O9e5FTi8SERHRZcOtT5drIb2HoEo5vegpowV4mV50CbJca7yCHYMuIiIiqhEhRJXTi57vXqwIPzwtiA34Nr3o2iw12DHoIiIiohopszncsk2u7SA81XSZfMp0Vd2R3nVZoGDHoIuIiIhqxHXdRcDZS0sZeFXVHLU6mS6ba02XndOLREREdBmQphYjDBXhRJnNoZo+9BQ8GXwopPe8DBDvXiQiIqLLkFREH23SIyHSAAC4ukWiS0uIqvt0eeJpetG1L1eoBV36qnchIiIicidluqJMeiwf3xt5JVakxZtdgi731/kUdHnKdLnevRhi04sMuoiIiKhGpExXlFGPKJNevnPRqKrp8pDpqmL60dt23r1IRERElyWpMaprQ1RDFXcnGn1pGeFpepE1XURERHQ5ktZddF1v0VjFMj9arUYOxrxlujy9zuIynRhq04sMuoiIiKhGSspbRkS6dKGv6u5FoKKuS+vl7kWDh2Iw175czHQRERFR2HE4BL7ceRqnLhbL26Q+XWajOtNl8KFQXgqqPE0jenud+/QiM11EREQUZt7Z8AcmLv4VD/53u7ytpHx6MdLoOr1YETB5ugsR8CXT5cOC18x0ERERUbh5bdUhAMDBzAJ5m9dMl6pQ3vPxpLovb5kwT3c9ugZZXPCaiIiIwkqp1S5nmZSJqWJreU2XobKarsozXd77dPnQMsLGTJff2O12PPvss2jRogXMZjNatWqFGTNmQIiKyFYIgalTp6JRo0Ywm83o378/jhw5ojrOxYsXMWLECMTGxiI+Ph6jR49GYWGhap/ffvsNvXv3RkREBNLT0zFr1iy38SxZsgTt2rVDREQEOnfujOXLl9fNF05ERBRENh/NkT9vnxorf15RSO8yvehDTZec6fK6DJD36UXpOZuDQZffvPzyy3jrrbcwf/58HDhwAC+//DJmzZqFefPmyfvMmjULb7zxBt5++21s2bIFUVFRGDhwIEpLS+V9RowYgX379mHVqlVYtmwZNmzYgDFjxsjP5+fnY8CAAWjWrBl27NiB2bNn47nnnsO7774r77Np0ybce++9GD16NHbt2oVhw4Zh2LBh2Lt3b2AuBhERUT356cgF+XOHIvFRXF7T5Tq96EvzUykw81ZI72m71Aw1wuA8X6gV0gd1R/pNmzZh6NChGDJkCACgefPm+OSTT7B161YAzizXnDlz8Mwzz2Do0KEAgP/+979ISUnB0qVLMXz4cBw4cAArVqzAtm3b0K1bNwDAvHnzcPPNN+OVV15BWloaFi1aBIvFgvfffx9GoxEdO3bE7t278dprr8nB2dy5czFo0CBMmjQJADBjxgysWrUK8+fPx9tvv+1x/GVlZSgrK5Mf5+fn182FIiIiqkMncorkz+0OZdDlOdNlUHWkr7xQ3lshvadpSallhEmvRWGZ+7JAwS6oM109e/bE6tWrcfjwYQDAr7/+ip9//hmDBw8GABw7dgyZmZno37+//Jq4uDh0794dmzdvBgBs3rwZ8fHxcsAFAP3794dWq8WWLVvkfa6//noYjUZ5n4EDB+LQoUO4dOmSvI/yPNI+0nk8mTlzJuLi4uSP9PT02lwOIiKienFS0SbCLnwJuhSZLi+ZLDnTVY3mqFJmy1T+WmuITS8Gdabr6aefRn5+Ptq1awedTge73Y4XX3wRI0aMAABkZmYCAFJSUlSvS0lJkZ/LzMxEcnKy6nm9Xo/ExETVPi1atHA7hvRcQkICMjMzKz2PJ1OmTMHEiRPlx/n5+Qy8iIgopAgh1EGXh0yX2bU5qrKmy0smy6h3BmrelgHy1BxVKqQ3cXrR/xYvXoxFixbh448/lqf8JkyYgLS0NIwcObK+h1clk8kEk8lU38MgIiKqsfMFZShTTOMpl97x3qfLl0L66i8DZFVMLwLOANDhEF4Dt2AT1EHXpEmT8PTTT2P48OEAgM6dO+PEiROYOXMmRo4cidTUVABAVlYWGjVqJL8uKysLXbt2BQCkpqYiOztbdVybzYaLFy/Kr09NTUVWVpZqH+lxVftIzxMREYUjZZYL8JLpMni/e7HK5qhV1HwpuU4vAs4pRpNW57ZvMArqmq7i4mJoXd4snU4HR/kcbosWLZCamorVq1fLz+fn52PLli3o0aMHAKBHjx7Izc3Fjh075H3WrFkDh8OB7t27y/ts2LABVqtV3mfVqlVo27YtEhIS5H2U55H2kc5DREQUjqSgq0GUs+5Z2ZDUW8sIVSG9t5ouXU1quqRMV8X5QmnR66AOum699Va8+OKL+O6773D8+HF89dVXeO2113DbbbcBADQaDSZMmIAXXngB33zzDfbs2YP7778faWlpGDZsGACgffv2GDRoEB588EFs3boVGzduxLhx4zB8+HCkpaUBAO677z4YjUaMHj0a+/btw2effYa5c+eq6rEef/xxrFixAq+++ioOHjyI5557Dtu3b8e4ceMCfl2IiIgCRQq6midFAQDs5YkPIURFc9QaLHhtqKJPl6eaLqkZqsmgyHSF0FJAQT29OG/ePDz77LN49NFHkZ2djbS0NDz00EOYOnWqvM/kyZNRVFSEMWPGIDc3F9dddx1WrFiBiIgIeZ9FixZh3Lhx6NevH7RaLe644w688cYb8vNxcXFYuXIlxo4di4yMDCQlJWHq1KmqXl49e/bExx9/jGeeeQb/+Mc/0KZNGyxduhSdOnUKzMUgIiKqB6culgAAWiRFYceJS3Kmy2J3yFONkSbvdy96remqYnrR0+ukcxt0Wmg0gBChVUwf1EFXTEwM5syZgzlz5njdR6PRYPr06Zg+fbrXfRITE/Hxxx9Xeq4rrrgCP/30U6X73HXXXbjrrrsq3YeIiCicnCrPdLUoz3Q5ygMfaWoRACJdarqUAZP3uxcrn140VLL2olajgUGrhcXuCKlMV1BPLxIREVH9yipwrvDSJMEMoCLbJBXRG3Va6F2mApWBltearqoyXR5eJ9Vv6bQVdWMMuoiIiCgs5BRaAAApsc6yHbtL0OW6BBCgDqS8ZbKiy+vAXLNklb3Oosh0SYEepxeJiIgo5JVa7Sgsc/bikoIum0NACOH1zkUAUMZL3mq67uqWjrwSK/7ao5nH55VBl1GvhcVWMZWo1WrkurFQynQx6CIiIiKPcoqcWS6jTot4s0He7hDeF7sG1OspeuvTlRoXgWdu6eD13MpgzagrD7psipqu8ulFtowgIiKikOZwCOQUlgEAGkQbVTVWNodD0S6i8kxXTZvFazQaOdsl1X9JU4k6TcUdkhZmuoiIiChUZeaVYsgbPyEu0pndahBtVE332R2K6UWDeyihUWS6NF7uXvSFTquBzSEqiuYdyulFKdPFoIuIiIhC1Bc7TyOnyCJPLzaIMqmm++wOUWkhvbc6ruoy6LQosznkTJcon0l0Ti+GXiE9pxeJiIhIJTnGpHrszHRVhAzOTJfnxa4B7725qksK3ly70+uUQZcjdDJdDLqIiIhIJSbCoHqcFG1S1WbZqsh0+SnmkqcQjS5Bl1YL6KUpRxuDLiIiIgpRdod6yq5BlFFV2K6cXvRcSO/fTJdJ7xJ0cXqRiIiIwoFduARd0c7pRikIsjkESrwsdg0AidFGv4xDmtI0ugRdOmUhfQhNL7KQnoiIiFTsLoFMg/IgSgq67HZR0afLQ0f5G/7UEH/r1QId0mJrNQ5pCtG1pkuZ6bKE0PQigy4iIiJSce3CkBTlmulyoMzq3MlkcJ8002g0mHqr98anvtJ7KaRXBl02B6cXiYiIKES5Zrqk6UIpCHIIIdd9eVtb0R/uzEjHlU3jcWXTeNV2rYYLXhMREVEYcMt0ydOLFdklKcOk87LMjz88ckMrfPVoL7e7KXVaFtITERFRGJAK6Ts0isWGSTfCpHfWbUlZLZtdyPvUZaZLonM5hfNOytBb8JpBFxEREanYywOZFklRaNogUt6uU7SMsEvrIAYi6HI5h04LGPXs00VEREQhTpqxcw129LqKlhEV04uBCLrcO9LLmS4W0hMREVGokgrp3TJMmopMl0MEMuhSP9aomqMy00VEREQhSopjXDvLK1tG2AJw96LE0zjk5qgMuoiIiChUSZku14BKCrocDu/ZsLrgeg5nywjevUhEREQhTs50ea3pcsAWwEJ6vduC15xeJCIiojpksTnwr+8PYvPRnDo9j7d2EFJBu7KmKxDTi0YPHen1bI5KREREdWXLsRy8vf4oXl15qE7P423qUK91v3vRtd6qLkjtISQ6jUYOxGwhNL3ItReJiIhCRLHFDgAoKv9/XZGSR+79sRR9uqRCetfOpXXAbe1FrQbS0CzMdBEREZG/SVmdup5Sq6plhE0RdNXlMkAS9wWvwZouIiIiqju28mDItU3C3jN5yC+1+u083lpGSFktu8MRkAWvJUa9S3NUbWhOLzLoIiIiChFSoKNsk7B4+yncMu9nPP/Nfj+ep/KWEXYHAlvT5ZLp0mg0MJTXeXF6kYiIiPzi9+xCHDiXD6Ai0FEGGpM//w0A8MXO0347p3T3olvLCK2HTFc91HTpFB3pLSG09iIL6YmIiIKU3SHQ/7X1AIDfnhsgT6VJ04unLhbL+8ZG+O9XuhTTect0qWu6AhF0uS94zZouIiIi8huphgsAzheUydN+0vTi17vPyM+nxEYAAA5m5uOfX+1BdkFpjc/rvWVERZ8uOegKSMsI9+lFaVsodaRnpouIiChICaH8XLhNL566WCI/X2pztpG4770tuFhkwZHsQix+qEeNzltVywibXcgBYSAyXa41Xco+Xcx0ERERUa1J2SQAcIiKx9L0YpHFJj9fZnVuu1hkAQBsPXaxFuctD6i8LHjtzHQ5t9VPn66KbSykJyIiolqzC2XQVZHpkgKwEkWT1DI/FpRLM3auhfTqmi7PdzjWBYPefRkgqc4rlArpGXQREREFKYcy0+VQ9+ey2h3qTFf59KI/Cuq9BVTSY2UAWB8tI7QaLnhNREREfqSeXqwIdABnsKHMdJVaHRBCIDUuouI1jpoVmUvn9ZrpsiuWAQpIR3r3cYRiIT2DLiIioiDlOr1oVwVdQl6LUWKxO9AgyiQ/nvXDIfywL7P65/XSMsJTny5dAGq6NIrpRMCZ6ZIL6UNoepF3LxIREQUpRccIWO3umS7XoKvM5oBAxT5vrz8KAPjjpZvdslaV8V5IX770ToBbRgDOwnmr3fn1ajUVdV4spCciIqJaU2a6bHaHW01XsaKmCwBKrXaPaxFmVbNnl3QItz5duoq7F20BbI4KqO9g1GkrMl+s6SIiIqJaU9Zk2RyumS6BItdMl9UBq4c6rmPni6p1Xm/NUaWieWV2KRB3LwLqBqnK6UVlK41gx6CLiIgoSNldphOVj0utdrd2CWU2dTZMciynukGX5yyWFGAp21MEoqYLUN/BqNVqVJmvUGkbwaCLiIgoSKmnF9WZrrwSq/x5fKQBgPfpxeMX/BN0SY+VQU7garqUhfTq6cZQqeti0EVERBSk1NOLDtjt7kGXTqtBbIQz6CqzOWAtnxq8/crGePSGVgCAYzUMulx7cHnMdNVHTZfL3YyhUtfFoIuIiChIKTNdVruQAyqgIuiKNOgQYXD+Oi+z2eUAZMS1zdCjVQMANQi6yk/rWq+lk7vAV9SS1UtNl1bjXPQ6xBqkMugiIiIKUnbXTJficX550GU26mDS6wA4C+ml6UWDToPmDaIAACcvFnus9fJ+Xs+F9MGS6ZIycPIdjDYW0hMREVEtKPt0udZ05RY7g64okx4mvTLTVdEpPi3eDKNeC6td4Gyu720jpPjMvaar/Dzli2trNc7GpYFgVLWMcP4/1Hp1MegiIiIKUqpCeofwWNNlNuhgkqcXHbCVR2pGvQY6rQbxZme9V0FZReH9x1tO4pUfDkEIzxkib5kuqYxKCnICsQSQxKCvGItGznSVB10hcvciO9ITEREFKdX0or0ioAIqgq4okw4R5dOLyrsXpYBICkyUdzX+46s9AIDebZLQvWUDr+d1C7p0FRk1T8/XJaNLIb1yG2u6iIiIqFYcLoX0nlpGmI16VaZLCkCk7vHS/5UBm+RQVoHH81bVp0vKLAUy6HLtSO/cFlpd6Rl0ERERBanKCunlTJdrIb1DKqR3/oqXAiWrh/5dZy6VeD6v8NwyQudSSB/QoEtx96I0LGOI1XRxepGIiChIOVyW/VFOEarvXnQGHyVWuxyY6bXquifptco6rtPegi67+hgS10xXoNpFAK6F9OqvzVNAGYyCPtN15swZ/OUvf0GDBg1gNpvRuXNnbN++XX5eCIGpU6eiUaNGMJvN6N+/P44cOaI6xsWLFzFixAjExsYiPj4eo0ePRmFhoWqf3377Db1790ZERATS09Mxa9Yst7EsWbIE7dq1Q0REBDp37ozly5fXzRdNREQE9470njNdejnTVVRWsQC2Xsp0SVNw5dOLymOcvlRc6Xm9daSXMl3aegq6tC6F9NYQKaQP6qDr0qVL6NWrFwwGA77//nvs378fr776KhISEuR9Zs2ahTfeeANvv/02tmzZgqioKAwcOBClpRW3xo4YMQL79u3DqlWrsGzZMmzYsAFjxoyRn8/Pz8eAAQPQrFkz7NixA7Nnz8Zzzz2Hd999V95n06ZNuPfeezF69Gjs2rULw4YNw7Bhw7B3797AXAwiIrrsuE4vemyOqsh0FSqCLqneSSqolzJdyrqwM7leMl1eWkbo5ZYR9vLHgZxeVC4DpC6k5/SiH7z88stIT0/HwoUL5W0tWrSQPxdCYM6cOXjmmWcwdOhQAMB///tfpKSkYOnSpRg+fDgOHDiAFStWYNu2bejWrRsAYN68ebj55pvxyiuvIC0tDYsWLYLFYsH7778Po9GIjh07Yvfu3Xjttdfk4Gzu3LkYNGgQJk2aBACYMWMGVq1ahfnz5+Ptt98O1CUhIqLLiGshvToIc34eadTLmSlVpku+e7G8kN7unum6UGiB1e5QFak79/HSMqJ8NynIqa9Ceum0UiDGQno/+Oabb9CtWzfcddddSE5OxpVXXon33ntPfv7YsWPIzMxE//795W1xcXHo3r07Nm/eDADYvHkz4uPj5YALAPr37w+tVostW7bI+1x//fUwGo3yPgMHDsShQ4dw6dIleR/leaR9pPN4UlZWhvz8fNUHERGRr5SxhN3h8LiYdVWZLikwsjrcM12A52J67wteq2uogqWmK1T6dAV10PXHH3/grbfeQps2bfDDDz/gkUcewfjx4/Hhhx8CADIzMwEAKSkpqtelpKTIz2VmZiI5OVn1vF6vR2JiomofT8dQnsPbPtLznsycORNxcXHyR3p6erW+fiIiurzZHd4zXRKzh6BLV742IaAspHfPdAHAiYvudV1y0OVlwWtJQGu69O41XUYW0vuPw+HAVVddhZdeeglXXnklxowZgwcffDBkpvOmTJmCvLw8+ePUqVP1PSQiIgohDuG9pksSZdIhwiAV0rvXWkmfV9R0qY9xxEOvrqoK6V2PHQiq6UUp06Vnc1S/adSoETp06KDa1r59e5w8eRIAkJqaCgDIyspS7ZOVlSU/l5qaiuzsbNXzNpsNFy9eVO3j6RjKc3jbR3reE5PJhNjYWNUHERGRr9Qd6b1kugx6t0yXMkCR7mL0dPciAKw7dB7XvbwG076uuDGsquaoEl0glwG6XDvS9+3bF7m5uW7b8/Pz0bdv39qOSdarVy8cOnRIte3w4cNo1qwZAGdRfWpqKlavXq0aw5YtW9CjRw8AQI8ePZCbm4sdO3bI+6xZswYOhwPdu3eX99mwYQOs1op1qVatWoW2bdvKd0r26NFDdR5pH+k8RERE/ubWkd5bTVd5pksKuqQ2EYCykF6o/i/5+fcLOH2pBB9uPiFv817T5bmwPhAMiq9JLqQv3xYqdy/W6HKtW7cOFovFbXtpaSl++umnWg9K8sQTT+CXX37BSy+9hN9//x0ff/wx3n33XYwdOxaAc8HLCRMm4IUXXsA333yDPXv24P7770daWhqGDRsGwJkZGzRoEB588EFs3boVGzduxLhx4zB8+HCkpaUBAO677z4YjUaMHj0a+/btw2effYa5c+di4sSJ8lgef/xxrFixAq+++ioOHjyI5557Dtu3b8e4ceP89vUSEREpVdaRXhIToUdEeaZLuntRuRC1XqvOBjm8LHINOJuxCiEgnabqoCtwUZeqpitEC+mr1TLit99+kz/fv3+/qojcbrdjxYoVaNy4sd8Gd/XVV+Orr77ClClTMH36dLRo0QJz5szBiBEj5H0mT56MoqIijBkzBrm5ubjuuuuwYsUKREREyPssWrQI48aNQ79+/aDVanHHHXfgjTfekJ+Pi4vDypUrMXbsWGRkZCApKQlTp05V9fLq2bMnPv74YzzzzDP4xz/+gTZt2mDp0qXo1KmT375eIiIiJdfpRU/rJ8aaDcgvdQZbxRZnTZcyK1Sx9qL67sU4swFGvRbnC8rkfS8VWxBnNsiPXQvp67OmSxlIujVHDZFMV7WCrq5du0Kjcd4R4Wka0Ww2Y968eX4bHADccsstuOWWW7w+r9FoMH36dEyfPt3rPomJifj4448rPc8VV1xRZZburrvuwl133VX5gImIiPxEPb3ocGv3ADgzXSa9OuOkml6Um6Oqa7r0Wg06pcVi7aHz8r4XCi2IjqgIDXQ61yBLfZ5A9ulSTmXKNV1yIX1o3L1YraDr2LFjEEKgZcuW2Lp1Kxo2bCg/ZzQakZycDJ1O5/dBEhERXY6UCRybQ8hrIirFRhjkuxclBuX0orQMkEtNl06rwRVN4l2CrjKkJ5rlx1Vlulyfr0vKqUzpU2M4Ty9KBewOD+lNIiIi8i97FZkug04Dk17rlulS3ukn9+lyuGe6RvduAavdge/2nMOJnGKcLyhTTWm6TSe6Zr50gZxedF8GKKynF5WOHDmCtWvXIjs72y0Imzp1aq0HRkREdLlzKAIgu8O9ZURMhAEajabS6UVvfbp0Og1iIwyYPKgdTl8qwYmcYlworDzoqupxXVKeS+5IH2LLANUo6HrvvffwyCOPICkpCampqXLXW8BZY8Wgi4iIqPZcC+ldm6PGltdfuU4v6j316SoPuioyXRX7JEWbAADnXYOuKjrSB3Z6URlrOP8f1tOLkhdeeAEvvvginnrqKX+Ph4iIiMopC+nL7A64dnuIiXDeaehe0+WhT1d5wGbz0IMrKca59vCFAos8panRuC/zo62ixqsuKc+tc5teDI1C+ho12Lh06RLv4iMiIqpjyqxTmdXu9nxMeaYr0uia6VJOL3rOdCmzVJ4yXZ6yWMFa0/XdnnO4dd7PQZ/xqlHQddddd2HlypX+HgsREREpKAvpSysJukx6LZRJJ/UyQFJNl/dMV8MYZ9B1QVFI7ymLVZ/NUZXtK6QMnLJh6p4zedh58lLAxlMTNZpebN26NZ599ln88ssv6Ny5MwwGg+r58ePH+2VwRERElzNlIX2p1T2LI00vajQaRBr1FcsAeZxelDJdzuMos1QNyzNdykJ6T0GXSa/OqAUw0eWxEavBZQAxETW+PzAgajS6d999F9HR0Vi/fj3Wr1+vek6j0TDoIiIi8gPlTXklHjJdsREVSY9Io06x9qL3ZYCUfbok0vRiTpFFnob0NL3oOo0Z0EyXh/EYXRZ/rGSFo6BQo6Dr2LFj/h4HERERufB1ehFQB0QGDwte2x2udy9W7NMg2ig/d7HIubayazd657G0MOq08gLTgVwGKLF8jK7jUapsXclgENx5OCIiosuYcnqxzEORuDLoMhsrPlcteO1yh5+nmi6DTgudVgO7Q8gZNW/tIMxGHSwlzrG43t1Yl9qlxmLSwLZILq8/AwCDS38yTwuCB5MaBV1/+9vfKn3+/fffr9FgiIiIqIK9isyN6/SixGNz1PJaLikb5LqOor486JLukvTWDiLSqENeiVV17EAZe2Nr1WPXmq6wzHRduqS+O8BqtWLv3r3Izc31uBA2ERERVV9VQYTX6UWth2WAPKy9qGTQaVFmc8gZNW9Bl1lxnkD26fLEtRN/sDemr1HQ9dVXX7ltczgceOSRR9CqVataD4qIiIjU04uexJp9yHTJC167r72oJO1X6kOmS35NPQddrtk6W5CvDe232w60Wi0mTpyI119/3V+HJAqohRuP4a//2YISi3uxKhFRfagqc6POdFV8bvBw96JUy+Wppku5X1WZrkhDxXnqO9NVVH63piTIYy7/BV0AcPToUdhstqp3JApCz3+7Hz8duYBvfj1T30MhIgLgy/RiRabL7CUDZXBpjuqpT5dyv1IfCukl9R10tU2NUT2uqgauvtVoenHixImqx0IInDt3Dt999x1Gjhzpl4ERBZLyVuxA9p0hIqqMp7vxjHqtvNxNlKkiAIpSTS/6cvei+medFEBVmekKounFBtEmbHq6L+577xcczymucjq2vtUo6Nq1a5fqsVarRcOGDfHqq69WeWcjUTA6k1sifx7l0vyPiKi+eMrcxEYYcKGwTP5cYlZNLyoyXS53L1asrag+rjQlWZ1C+kC2jPAmLd6M+EgjkFMcni0j1q5d6+9xENWrkxeL5c899cIhIqoPnjI3sWY9Ftx3JfQ6DSIMFQGQOgPlnumyVZHp0suZrtAppJfo5MAyDIMuyfnz53Ho0CEAQNu2bdGwYUO/DIoo0E6pgi4W0hNRcPCUudFrNejesoHbdlXLCL2HuxcdVd29WJ7pslY1vagspA+Ocgyp/izY+3TV6GoVFRXhb3/7Gxo1aoTrr78e119/PdLS0jB69GgUFxdXfQCiIHMyh5kuIgo+nqYXvQU6qrsXlX26tF76dHkppK8q02U2BF+mS/pyg316sUZB18SJE7F+/Xp8++23yM3NRW5uLr7++musX78e//d//+fvMRLV2qmLxXj6i9/we3aB5+cvVQRdntY3IyKqD56mF70FOlX36ZLWXvS8bqI8vShlurzcvRgZZDVdQEWAGOyZrhpNL37xxRf4/PPPccMNN8jbbr75ZpjNZtx999146623/DU+Ir8Y9/FO/Ho6D9/tOYc9zw10e/7kxYpCeukHDhFRfbN7iCFcWz1IzF7uXpRbRpQHW177dJW/prQ80+UtoArOmi7n2MMy01VcXIyUlBS37cnJyZxepKC0/1w+AKCg1L2PnBDCpaaLQRcRBYfqZLqiVNOLyrUX1dOLXmu6XDJd3s5jNgZPc1SJFIcGeyF9jYKuHj16YNq0aSgtLZW3lZSU4Pnnn0ePHj38Njgif1He4eMqv9SGQkVXY04vElGw8JS58emuQlWfLvUyQF7vXvSxZURkEDVHlcjTi0EedNVoenHOnDkYNGgQmjRpgi5dugAAfv31V5hMJqxcudKvAyTyh0ijzmOWC3BfRoKZLiIKFp4K6V3XG5QopxdVfbp06mWAvGW6DD62jAimjvQSbXn9WVh2pO/cuTOOHDmCRYsW4eDBgwCAe++9FyNGjIDZbPbrAIn8obJMV4lLZouZLiIKFp4yN771z1KuvVgekDgEhBAVzVG9LHgtZ7q8FdIH4d2LYZ3pmjlzJlJSUvDggw+qtr///vs4f/48nnrqKb8MjshfzJUFXS4LXDPTRUTBwlPmxuClkF7ZMkKg4nXKqUarXcgZL299uuS1F33q0xVcQVdYFtK/8847aNeundv2jh074u233671oIj8rbJMl2tmi81RiShY1LSmS6rfAtRBms3hkFtGuPXp8nHtxWCcXgyVjvQ1CroyMzPRqFEjt+0NGzbEuXPnaj0oIn9TZrqEy1+O7tOLzHQRUXDw1HfKW02XQZnRsikyXVrPmS7X6UPXTFdItYwI54706enp2Lhxo9v2jRs3Ii0trdaDIvI35V9mxS7Tia6PmekiomBRnUyXksVbpsvu8F7T5ZLp8qUJa7DEOFp5erGeB1KFGtV0Pfjgg5gwYQKsViv69u0LAFi9ejUmT57MjvQUlJQ/PApKbYgyVfzTd59eDPLvWiK6bDg8/Djy1hxVSTm9qNFooNNqYHc4s1zea7p860iv/CPWEiRRTqhkumoUdE2aNAk5OTl49NFHYbFYAAARERF46qmnMGXKFL8OkMgflPP8BaVWpMZFyI+lQnqjTguL3cHpRSIKGp5bRngPuu7MaIJ1h7Jx25WN3V5jdwhY7Q7Y5bUXXfp0aaU+XZUX0hsVrwuWFTyk+rRgL6SvUdCl0Wjw8ssv49lnn8WBAwdgNpvRpk0bmEwmf4+PyC+Uf/UVuPTlkmq64iINOF9QxulFIgoaUhDRuXEc9pzJA+B9wWsAeOWuLrDZHao7FgFnvVeZzQFbJXcvStOQUtziLejSKDJgZUGW6Qr2QvoaBV2S6OhoXH311f4aC1GdsasyXZ6DrgQp6AqSv9yIiKTpskGdUuWgy1JFCYRrwOXcVrH+onz3opeWERKfaseCpBwjVPp01aiQnijU2Ozq6UWl0vLpxfhIIwAW0hNR8JD+YOyQFitv++WPnGofR5o6rKxPl8HlsS9BV8ukqGqPpS6EdUd6olBjVVSjest0xZsNAIKnRoGIyK5o79C7TRJ+OnIBAzumVvs40tShzV5ZR3rfM13fjrsOe8/m4Ya2Das9lrogDT3YM10MuuiyoMx0FXqdXpQyXQy6iCg4SNOLOq0Gb/0lAz/szcSAjinVPo686LXDoch0VR5kmfTem0p3bhKHzk3iqj2OuqINkY70DLrosqAqpHeZXiyxOJ+Lj3RmuizlfWyCpdMyEV2+pCBCq9Eg2qTHHRlNanQcQ3mAVVmmy3V5IZM+dCqQ9OHckZ4o1Cj/+sl3yXRJfbqkmi4geIpDiejyVtWdhL6Sl8mxO7z36XLJfFW2fFqwCes+XUShxubD3Ytx5TVdgDMQszkcMOq1labYiYjqUkVWqnbHkeq1rA4h1z25rb0YwpmuUJleDJ0rSlQLyunFwjLX6UVn0BUdoZf/8rtUbME1L65Gv1fXB26QREQulNOLtVFRSO+ocu1FickQOiFCqGS6QueKEtWCumWE50yX2aCT0+l7zuShxGrH6UslclBGRBRoykL62pD+oLTahdyny316Uf04IoSy/Mx0EQURWyUtI0oVQZeUTlfewXgur0S1ry1IOjATUfjzV6ZLymLZFHcvuhfSh26mi4X0REFE+Y3ousC1nOkyauWg62KRRX4+M68UAHChsAzXzlyNkQu31vVwiYgA+C/T5alPl+vC2a6PQ6melR3piYKIcnrR4pKpkqYPIxTTi8qg61x50PXfzSeQW2zFxt+r3w2aiKgmvLV3qC7pzsQdJy6h2CItaO264HUIF9LLHenreSBV4N2LdFlQFtK7toNQ1nQZy3/IXCgsk5/PzHcGXbtOXpK3CSFUi74SEdUFf00vShmzj345IW8Lq5YRzHQRBQ/l9KLVS6bLbNTBVP5DJqewItN1MqcY+8/mY+eJiqDLtWu9wyHY24uI/M5ffboSFH0IJe7LAIVwpouF9ETBQQih+kZUBkxWxe3TZoMOER5quj7bfgo3v/ETihR3MbrWhQ1/7xf0mb0WR88X1snXQESXJ7uX9g7VNeb6lkiNjVBtc1vwmoX0dS50rihRDbl+EyozUiWK4EmZ6VIGXZ4UKwIwq92Brccu4lxeKe7/z1ZklU9HEhHVlr18WlBby9/WnRrH4bW7u6i2uWW6qrH2YrBhny6iIGFzqay02B0Q5d+YpeXBk1YDGHVaOdOlrOmS3N+jmfy5MujKK6lotnomtwSjFm5Dvsv6jkRENeHwUyE9AMQqVt0A3Gu4XJujRoRQpovTi0RBwupQ11oJUfGNqSyi12g0cqbLtWarZ6sGmD60k5yeVzZMzS12BlgRBi2Sok04cC4f//7pWN18MUR0WZEyXbWdXgTUS50BviwDFEKZrvJohpkuP/rXv/4FjUaDCRMmyNtKS0sxduxYNGjQANHR0bjjjjuQlZWlet3JkycxZMgQREZGIjk5GZMmTYLNpm6QuW7dOlx11VUwmUxo3bo1PvjgA7fzL1iwAM2bN0dERAS6d++OrVvZrykUuGa6gIq2ERU9upw/XLwVjrZLjQUARJbvV2yp+PeTW+ycikyOicADvZoDADIVDVWJiGpCCAEphvDH3dKxEa6ZLvUxXbNpIVVIr2Gmy6+2bduGd955B1dccYVq+xNPPIFvv/0WS5Yswfr163H27Fncfvvt8vN2ux1DhgyBxWLBpk2b8OGHH+KDDz7A1KlT5X2OHTuGIUOG4MYbb8Tu3bsxYcIE/P3vf8cPP/wg7/PZZ59h4sSJmDZtGnbu3IkuXbpg4MCByM7OrvsvnmrF5nC/q1Cq61L26AKAaJN7F5WESAPGXN8SQEVwVmx1z3TFRxrk45RaeScjEdWOMoDwx/RidIT655trGwq3QvoQCrqkqVIW0vtBYWEhRowYgffeew8JCQny9ry8PPznP//Ba6+9hr59+yIjIwMLFy7Epk2b8MsvvwAAVq5cif379+N///sfunbtisGDB2PGjBlYsGABLBZnhuLtt99GixYt8Oqrr6J9+/YYN24c7rzzTrz++uvyuV577TU8+OCDeOCBB9ChQwe8/fbbiIyMxPvvvx/Yi0HVJmW6DDoNpJ8xbpmu8mCpYYxJ9do3R1yFjU/3RWpchGq/UuX0YokUdBkVywhxvUYiqh27YqrMH9OLOq1GztYDla+9qNdq3Gq8gpk8vcigq/bGjh2LIUOGoH///qrtO3bsgNVqVW1v164dmjZtis2bNwMANm/ejM6dOyMlJUXeZ+DAgcjPz8e+ffvkfVyPPXDgQPkYFosFO3bsUO2j1WrRv39/eR9PysrKkJ+fr/qgwJOCLr1WC2P5d6aU6Sp1mV5Mdgm6YiMMiDRW/HUoZ7pUNV3O4D3ebPC4diMRUU0ok/S1vXtREqXI5rvXdFWcJJSyXICyIz2Drlr59NNPsXPnTsycOdPtuczMTBiNRsTHx6u2p6SkIDMzU95HGXBJz0vPVbZPfn4+SkpKcOHCBdjtdo/7SMfwZObMmYiLi5M/0tPTffuiya+kQnq9TiN3nJeCrsIydaYr2aWPjWs6PtLD9GJeScX0olyIz+lFIqolZVG4P6YXASCqskyXIggzhVA3eoAd6f3i1KlTePzxx7Fo0SJERERU/YIgM2XKFOTl5ckfp06dqu8hXZYqphcrMl3W8m0F5a0dYsoLTBtGqzNd0Sb1Dx4p61WiKqQvD7rMBrnlRCmnF4molpRZm9ouAyRRZu7d+3SFcKZLy0xXre3YsQPZ2dm46qqroNfrodfrsX79erzxxhvQ6/VISUmBxWJBbm6u6nVZWVlITU0FAKSmprrdzSg9rmqf2NhYmM1mJCUlQafTedxHOoYnJpMJsbGxqg8KPKmQXq91z3QVlDqDp1iz8wdRcqw66IpyKaz3OL1YnumKizQy00VEfuPwcyE9AESZlJkudQigbBnhuiRQsNPLfbrqeSBVCOqgq1+/ftizZw92794tf3Tr1g0jRoyQPzcYDFi9erX8mkOHDuHkyZPo0aMHAKBHjx7Ys2eP6i7DVatWITY2Fh06dJD3UR5D2kc6htFoREZGhmofh8OB1atXy/tQ8FJluqSgy+4MmqRMl3QrdaLL+mSuQVdkeVBV4qGmKyHSwEJ6IvIb1d2Lfsp0KX+mucZxOlUhfVCHB250csuI4I663O+PDyIxMTHo1KmTaltUVBQaNGggbx89ejQmTpyIxMRExMbG4rHHHkOPHj1w7bXXAgAGDBiADh064K9//StmzZqFzMxMPPPMMxg7dixMJmdW4+GHH8b8+fMxefJk/O1vf8OaNWuwePFifPfdd/J5J06ciJEjR6Jbt2645pprMGfOHBQVFeGBBx4I0NWgmrIparqkQtEyl0xXTHntllargVGnle9ujDL6kOlStIxgIT0R+YtqetFvNV0VP9Nce38pC+n9lVkLlFDpSB/UQZcvXn/9dWi1Wtxxxx0oKyvDwIED8eabb8rP63Q6LFu2DI888gh69OiBqKgojBw5EtOnT5f3adGiBb777js88cQTmDt3Lpo0aYJ///vfGDhwoLzPPffcg/Pnz2Pq1KnIzMxE165dsWLFCrfiego+Uv2WrjygUm5zDboAINKkg6XYIb9GSQq6lGs25pY4M11xZiP7dBGR30hJG38GQMqWEa6UhfX+yqwFilxIH9wxV+gFXevWrVM9joiIwIIFC7BgwQKvr2nWrBmWL19e6XFvuOEG7Nq1q9J9xo0bh3Hjxvk8VgoO8vSiVquq6RJCIL9EXUgPOP8SlLJXrjxPL1ZkuqQfU5xeJKLa8ucSQBLXkgklZXDnr8xaoIRKR/qQC7qIqks5vShlumYuP4ApX+6R/+pTZrrMlfwlKN35Iy0DZLM75GxZQqRRzoBxepGIaksqpPdneVWUyfvPN+V0o2s7iWCn5/QiUXCQm6MqCun/uFCk2ked6fL+Q8m1piu/tKJ1RGyEXu6rI2XS/LFeGhFdnqQAwp+Zrkijb7/2Qy3TpQuRoCu0bk8gqgEp02VQtIxwpcx0NXDp1aUU6VLTdan8zsWYCD30Oq2qtw2zXURUG9L0oj8DoMr+qFQKsY4R7EhPFCw8FdK7ilUEXVNv6YDG8WY8d2sHt/2kzvVSpuvMpRIAQFJ5oBah6OLMXl1EVBvS9KI/C+lvaJsMQP2HpiehdvdiqHSk5/QihT0506XTwuAl0xWrmF5snhSFjU/39biffPdiedC17fhFAMCVTeMBOOsKtBrnHTTOYnqDp8MQEVWpLgrpmydFYd2TNyAhyljpfqEXdDn/H+yZLgZdFPYqarq8Z7qUNV2VkZcBKp9e3HLMGXR1b5EIwFmIatLrUGK1c3qRiGrF7vD/9CLgDLyqEnLNUcvHy5ouonpmK/8m1CtaRijptRpEGHz7VpAXvLbYUGq1Y/epXADANS0ayPuYDOxKT0S1J/fpqocbckKukD5EWkYw6KKwZ7NL04saGD1Uh8ZE6H2+y1CaXiy1OrDrZC4sNgcaxpjQvEGkvE+Eng1Siaj25OnFegiAQq1lhJSYY9BFVM9UhfQeMl2+3kLt3LeiUH7LsRwAwNXNE1RBGzNdROQP9jro0+UrbYi1u6noSM+gi6heKQvpPQVd1am9krJYAHD0vLPXV9NEdX2EvP4iM11EVAuOOiik95WX8tegxelFoiBRUdOlgVHn3qOmzOp7RkqrqP86dqEQAJAaq+7rZSoPzFhIT0S1UVeF9L4IvbsXK9ZeFEGc7WLQRWFP2ZHeoHf/QVJazWnAeLPzVusjWeVBV1yE6nkp01XqJZjbfzYfn2w9GdQ/GIio/sk/u+ohAEqsoqVEsFEGicGc7WLQRWFPXUjv/k9eqvnyVdPyonkpk5USqw66pAap3jJdExfvxpQv92BX+Z2PRESeWOzOP9xMet+6yPvDq3d1wbUtEzHxprYBO6c/KLOBwdyri326KOxZFV2dTV6ao1ZHs8RIbC3vzwV4z3R5KqQvtdpxOKsAAJBbvoQQEZEnlvI/3LwtX1YX7shogjsymgTsfP6irHtzBHFlBzNdFPYqMl1aGFwyXXqtBgvuu6pax2umaA+h1QANXdZqrLh70f07/1BmAaTMNwvtiagy0s8Qb02dqYKOmS6i4KAqpFf8xXj7lY3x0u2dVesl+qJpg4q7FZOiTdC7/ECUC+k9BFX7z+XLn7PQnogqUx+ZrlDFmi6iIKEspFf+8Io06aodcAFQNUJt5DK1CEC+u9FTIf0BVdDFPl5E5J3FzqDLV8rpRQZdRPVI7tOlVRfSV6cpqlIzRV8u1yJ6oPKWEQeY6SIiHzHT5TstM11EwUHuSK/TwKDMdBlrdkdQXKQBcWbnAtmuRfSA90J6IQQOniuQH7Omi4gqIwVdJtZ0+SQUutLznaSwJxfSa7WqH15RNcx0ARXF9J4zXZ4L6U9fKkFBmU1+zOlFIqoMM13VEwpd6flOUtiTC+l16kJ6cw0zXQBwdfNEAECXJvFuz5kM0oLX6qBKWUQPcHqRiCon/YzwR6uby0EoLHrNuxcp7Kk60iszXaaaB13/uLk9Rl/XAmnxZrfnvGW69p9l0EVEvmMhffXotVoAjqAOuvhOUthTFdLra19IDzhrBzwFXEBFpqvM6oAQQv4BIBXRR5v05c9zepGIvOP0YvVItfTs00VUj6zeWkbUYnqxMspC+he+O4D//XIC917TFFuPO7vYd0mPw8bfc5jpIqJKVTRHDdwyQKFMLqRnpouo/kiZLr2fWkZUpWLBawdW7c9Cmc2BDzYdR26xFQDQNT0eAKcXiahyzHRVjxR0BXOmi+8khT3pB5fBJdNVm5quylQseG1HTmGZ2/PSHY+8e5GIKsOarurR8u5FovqXX+Js0xBnNqgyXVITU3+TMl05RRYUWZyB1aK/d0eTBDMe79emYvqRfbqIqBKW8j/MGHT5Rq8N/qCLNV0U9nJLLACA+EgD9LqKrsV6RQdjf4qJcH5bnbpYDACIjdCjV+sk/PxUXwDA0l1nAHB6kYgqx+ao1aMNgaCL7ySFvbwSZy1VnNmASKMehvLAy1NjU39oVr4gtvR979q13lvHeiIiJWl60WTgr2pfhEJHema6KKyVWu0oLZ/Gi4s0QKfVYPfUARCou5R9gygjYiP0yC91TmumxqlbS0g/QJnpIqLKSCUIRma6fFLRkb6eB1IJvpMU1vLLs1xaDRBdfrdilEkv98qqCxqNBi0aRsuPU2NNquflBbFZ00VElWAhffVwepGonuUqpha1dVTD5UnLpCj589RYTi8SUfWxZUT1hEIhPd9JCmvKeq5AUgVdrtOLUqaL04tEVAk56OL0ok/klhFBXNPFd5LCmtSQNC7SGNDztmioDLpcphdZ00VEPihjpqta2JGeqJ7lFjvbRQQ609VCNb3omumS+nRxepGIvGNNV/WwpouonknTi/H1EHQZdBpoNUDjeE4vElH1yX26GHT5RMcFr4nqV33VdEUa9Zg7/EqU2eyIi1SfW/oBanMI2OwO6FmvQUQeVARdXPDaF3qt82dpME8vMuiisCZnuiIDG3QBwM2dG3ncrmx0aGHQRURelHEZoGopj7lgC+Kgi+8khTW5kD7Ama7KKO9EYq8uIvLEZnfIq1rw7kXfhEJHer6TFNbqa3qxMnqdVu4nw7ouIvLEomirzkyXb+SWEcx0EdWP3CAMugA2SCWiyllsDLqqS8e7F4nqV75c0xXYPl1VMRl4ByMReScFXRpNRad1qpye04tE9au++nRVpaJXF4MuInJXpuhGr9Ew6PKFNL0YzIX0vHuRwpbdIer17sXKcHqRiCrDxqjV99TgdnjkhlZIT4ys76F4xaCLwlZOURkcwpmebxAVZNOLbJBKRJVgj67qa9Uwur6HUCWG0BS2svPLAABJ0aag64VVsf4iM11E5I7d6MMT300KW9kFpQCA5BhTFXsGHmu6iKgyXOw6PPHdpLAlZbpSYiPqeSTuOL1IRJWxKArpKXzw3aSwlVUedAV1povTi0TkgcXOJYDCEd9NCltZ0vRiMGa65JouZrqIyJ2F04thie8mha3soM50lU8vsqaLiDwo4/RiWOK7SWFLKqQPzpouTi8SkXfMdIWnoH43Z86ciauvvhoxMTFITk7GsGHDcOjQIdU+paWlGDt2LBo0aIDo6GjccccdyMrKUu1z8uRJDBkyBJGRkUhOTsakSZNgs9lU+6xbtw5XXXUVTCYTWrdujQ8++MBtPAsWLEDz5s0RERGB7t27Y+vWrX7/msl/Kgrpgy/TFWVytsjLL7VVsScRXY6k5qhsGRFegvrdXL9+PcaOHYtffvkFq1atgtVqxYABA1BUVCTv88QTT+Dbb7/FkiVLsH79epw9exa33367/LzdbseQIUNgsViwadMmfPjhh/jggw8wdepUeZ9jx45hyJAhuPHGG7F7925MmDABf//73/HDDz/I+3z22WeYOHEipk2bhp07d6JLly4YOHAgsrOzA3MxqFrsDoHzhdL0YvBluqQpz+z80noeCREFI2a6wpQIIdnZ2QKAWL9+vRBCiNzcXGEwGMSSJUvkfQ4cOCAAiM2bNwshhFi+fLnQarUiMzNT3uett94SsbGxoqysTAghxOTJk0XHjh1V57rnnnvEwIED5cfXXHONGDt2rPzYbreLtLQ0MXPmTK/jLS0tFXl5efLHqVOnBACRl5dXi6tAvsjOLxXNnlommj+9TFht9voejpsvd54SzZ5aJu59d3N9D4WIgtDb634XzZ5aJp74bFd9D4WEEHl5eX75/R1SIXReXh4AIDExEQCwY8cOWK1W9O/fX96nXbt2aNq0KTZv3gwA2Lx5Mzp37oyUlBR5n4EDByI/Px/79u2T91EeQ9pHOobFYsGOHTtU+2i1WvTv31/ex5OZM2ciLi5O/khPT6/Nl0/VkFWeQWoQFXzd6AEgpTz7lsVMFxF5UMaO9GEpZN5Nh8OBCRMmoFevXujUqRMAIDMzE0ajEfHx8ap9U1JSkJmZKe+jDLik56XnKtsnPz8fJSUluHDhAux2u8d9pGN4MmXKFOTl5ckfp06dqv4XTjWy54wzQG+dHFXPI/FMamORXVBWzyMhomBUUGoFAMREGOp5JORPIbPg9dixY7F37178/PPP9T0Un5lMJphMwVfEfTnYdvwiAODq5on1PBLPksuL+wtKbSi22BBpDJlvRSIKgNxiZ9AVZ2bQFU5CItM1btw4LFu2DGvXrkWTJk3k7ampqbBYLMjNzVXtn5WVhdTUVHkf17sZpcdV7RMbGwuz2YykpCTodDqP+0jHoOCy48QlAEC3IA26Ykx6mA3OXl3SXZZERJK8EgZd4Siogy4hBMaNG4evvvoKa9asQYsWLVTPZ2RkwGAwYPXq1fK2Q4cO4eTJk+jRowcAoEePHtizZ4/qLsNVq1YhNjYWHTp0kPdRHkPaRzqG0WhERkaGah+Hw4HVq1fL+1DwyM4vxYmcYmg1wFVN4+t7OB5pNBo528UpRiJylVsedMVHMugKJ0E9pzF27Fh8/PHH+PrrrxETEyPXT8XFxcFsNiMuLg6jR4/GxIkTkZiYiNjYWDz22GPo0aMHrr32WgDAgAED0KFDB/z1r3/FrFmzkJmZiWeeeQZjx46Vp/4efvhhzJ8/H5MnT8bf/vY3rFmzBosXL8Z3330nj2XixIkYOXIkunXrhmuuuQZz5sxBUVERHnjggcBfGKrU9vIsV9vU2KCuh0iJicCJnGIW0xORm3xmusJSUAddb731FgDghhtuUG1fuHAhRo0aBQB4/fXXodVqcccdd6CsrAwDBw7Em2++Ke+r0+mwbNkyPPLII+jRoweioqIwcuRITJ8+Xd6nRYsW+O677/DEE09g7ty5aNKkCf79739j4MCB8j733HMPzp8/j6lTpyIzMxNdu3bFihUr3Irrqf4du+Ds49ahUWw9j6RyzHQRkTdSTVe82VjPIyF/CuqgSwhR5T4RERFYsGABFixY4HWfZs2aYfny5ZUe54YbbsCuXbsq3WfcuHEYN25clWOi+lVicS6tExMR1P+85aatbJBKRK5Y0xWegrqmi6gmSqzOoCuivFA9WKUw00VEHpRa7fLPsTjWdIUVBl0UdqQfVuYgD7oali8FdJ5BFxEpSPVcWo3zTmcKHwy6KOyUlk8vmo3B/c9bCgrLbPZ6HgkRBRNpajHWbIBWq6nn0ZA/BfdvJaIaCJVMl6F8eSKLveraRSK6fMjtIljPFXYYdFHYCZWaLkP5mmrW8jXWiIgAIE/qRh/JOxfDDYMuCjsl8vRicAddRjnTxaCLiCrk8s7FsMWgi8JOaYhMLxr1zloNK4MuIlLILbYA4PRiOGLQRWEn1Gq6OL1IRErsRh++GHRR2JFruoJ8epGF9ETkCdddDF8MuijslFicmaNgz3QZywvpLWwZQUQK7EYfvhh0UdgJmZouaXqRmS4iUrhY5KzpYtAVfhh0UVgRQlTUdIXI9CIL6YlI6XhOEQAgPTGynkdC/sagi8KK1S5gdzgzR8EfdDnvXrQ5BBwOZruIyJmpP32pBADQOjm6nkdD/sagi8KKlOUCQmB6UV/x7cdeXUQEAEfPF0IIZxF9gyg2Rw03DLoorEj1XHqtRp6+C1bK8XGKkYgA4PfsQgBA64bR0Gi47mK4Ce7fSkTVJHejD/IsF+AadHF6kYiAo1LQxanFsMSgi8JKqPToAgCdVgOd1vmXrIUNUokIwNHzziJ6Bl3hiUEXhZVQ6UYvMfIORiJSkKYXWzVk0BWOGHRRWCkNoelFoOIORhbSExFQ0S6iZcOoeh4J1QUGXRRWii2hM70IVNzByEwXEZXZ7CgrLzWIj+Sdi+GIQReFlYrpxdD4py2vv8iaLqLLXlFZRcubqBD5w5GqJzR+MxH5KORqupjpIrqsCCGw+WgO8kutbs8VldkAOH9+6YO85Q3VDN9VCiulIbIEkKQi08WWEUSXg//9cgL3vvcLpn+73+25glJn0BVl0gd6WBQgDLooLFwoLENOYZncpysiRDJdXH+R6PLy7Nf7AACf7zjt9lyRxRl0xUQw6ApXfGcp5J3NLcFNr61HsdUOUZ4wCpnpRR37dBFdLk7mFKseny8oQ8MYk/y4UM50hcbPL6o+Zroo5K3Ym4kiS0XABYRQ0MWaLqLLxje/nlE9/u10Lo5dKML/fjmBUqsdBeU1XdGcXgxbfGcp5K0+mOW2LeRquhh0EYW9fWfzVY8/2HQcu07morDMBpNeC5vD+Zcjg67wxUwXhbT8Uiu2/HERADC+Xxt5e+jVdLGQnijcXSyyAACuaZ4IAPjpyAUUlme3jmQXytOLDLrCF4MuCmnrDp2HzSHQqmEU/tK9qby9zGqv5FXBg326iC4fucXONhE3tkuWtzVrEAkAOJFTJAdgvHsxfPGdpZD2ze6zAIBBnVKRHBshby8JkaDLxJouosvGxWJnpqt3myQ4RFskx5iQFGPCAwu34UROMZokOAOwaN69GLb4zlJI2nT0An45moMfDzjruYZ1bQwAWHDfVfjv5uMY1atFfQ7PZ9Laiwy6iMKbEAKXyqcXE6OMGHtjawDAH+edC1yfvFiMLuXTizHMdIUtvrMUcgpKrfj7h9vldRY7psWiTUoMAGDIFY0w5IpG9Tm8amEhPdHlobDMJhfKJyjWVWySEAmtxrlu7LHyxa45vRi+WNNFIWfprjNywAUAd2Y0qcfR1I5Bz5ouonBksTmw6+QlnLro7M11qchZz2U26FR3Vxv1WjSKMwMA9pff3chC+vDFd5ZCihACi7acBACMu7E1OqbF4qYOKfU8qpozsiM9UdjIyi/Fs0v3osRqR3Z+GQ5lFQAAHu7TCoM6pQIAEiINbq9r1iASZ3JL5EJ6Bl3hi+8shZTjOcU4mFkAo16LB3u3RJyHH2ChpKI5KltGEIWyi0UW3DLvZ5wvKJO3mfRalNkc+Gb3GXRv6WwTkRBldHttswZR2HQ0R37MQvrwxXeWQsrxC86ah5ZJUSEfcAEVhfScXiQKbRsOn8f5gjI0jjfjnqvTkVtsxQO9muPGV9bhbF4p9p7OA+AsonfVvLxthIQ1XeGL7yyFlOPlhabNXH5IhSoW0hOFh+yCUgBAt+YJqkbNHRvH4ddTuVi533mndXyke9DVrlGs6jHvXgxfLKSnkHKifMHY5g2i6nkk/iFPLzLTRRTSsvOd04rJigWsAeDqZgkAgD1nyjNdHjL0ndLUQRczXeGLQRcFPSGEPP12svxOoKZhkuliIT1ReMgukIKuCNX2buVL/kg81XQ1iDahgWI7a7rCF4MuCmrrD5/HgNc3IOOFVfjpyPmK6cXE8Mh0ce1FotDy2+lc/P3D7Vh7MFu1XZpeTI5VZ7quaZEInVYjP07wML0IAM2TKn6mRRkZdIUrvrMUdIQQuFRsxS9/5GDsxzshyuORBxZuk5sLhltNVxmnF4mC3pncEvztg224UGjB2kPZ+FNKDP6UEo3X7+4qZ7oaukwvJkYZcVP7FKzYlwnAc6YLcP5M23HiEgCogjQKLwy6KKj8nl2IZ5buwS9/XJS33X5VY+SX2OQlf3RaDdLizfU1RL8ycu1FopBgdwg89vFOXCi0IMqoQ5HFjgPn8nHgXD4e7N0S5/M9Ty8CwF+ubSYHXd6K5Ds0isWXOFN3XwAFBU4vUr2T1iMDgAmf7VIFXDd1SMGsO67ArDuvkLfZHSJs/hLk2otEwcPuEHhz3e94c93vOFFeyiD5z89/YOfJXMSY9Pj+8esx/74r5edW7s9CQXljU9fpRQDo2aoB0hPNMOq1aO9yp6Lkvu5NcU2LRNWdjxR+mOmiemN3CDyzdC8+2XoSD/Rqjof7tMLeM/nQaIA1/3cDEiINiI0wQKvVIDHKiAd6NcfCjccxuLyzczhgIT1R8Hhp+QH85+djAIDXVx3G9KGdcO81TWGzOzD3xyMAgGdv6YCmDSLRtEEkcgotmPbNPny58zQAIMKg9ZjJ0mo1+G58bxSW2pAa554JA4BIox6LH+pRR18ZBQsGXRRwpVY7/v3TH/hy1xn8cd751+TCjcex7bgzw9W5cRxaJLkXyj8zpAOubJqAa1zuBgplcp8u1nQR1asVezPlgKtLkzj8ejoPU77cg4bRJjRrEIkiix1RRp1qrdfr2iQBAE5fKgHgnFrUaDxn4WMjnH9E0uWN04sUMPmlVry84iD6v7Yer6w8jD/OFyHCoMXQrmkAgL1nnIu9Xtc6yePrdVoN/twlzetfiqFIqumy8O5Fonpjszsw64eDAICH+rTE0rG9cO816QCA/205gf3nnD+b2jWKhVZR2tAyKQqNFfWlrj26iFwx00UB8+8Nf+CtdUcBOH84TRrYFgM6pCLWrEdRmQ0/HnDegt27TcP6HGZAGTi9SFTvlu4+iz/OFyEh0oBxN7aGRqPBmOtb4ZOtp7Dh8Hm5zUP7RjGq12k0GtzXvSlm/3AIABDJpqZUBWa6qM4VldlQWGaTl8F4rG9rrHnyBtzVLR1xkQZoNBq8dFtnJMeY0DjejKuaxdfvgAPIqGchPVF9+2TrSQDAg9e3REz5FGCLpCh0a5YAhwC+2uW8q9BTEfzfe7eQP49hU1OqAv+FkE+EECi1OmA26rw+/86GP7DvbD6Ky2ywOQRizQacvlSMPafz5P5aOq0Go69rgWiXvwiTYyOw+v/6QKfVwKT3fI5wxJouosArsdjx3Z5zyGiWgCijDjtPOvtj3X5lE9V+w69piu3lvbMAz0GXSa/D0rG98Pqqwxh3Y+u6HTiFPAZd5KbMZkdhqQ2JUUa5KHTsxzuxfE8m0uIi0DA2An3+1BAjezRDg2hnDcPG33Pwr+8PVnnsLk3iPC74CkD+C/NywulFIv8SQmDz0RyYDDpkNEvAubwSjPt4F4rKbM5idrMeR7ILcSKnGEa9Ft1bJEIIoGt6vFu96LCuafjX9wdxodDZg6tdaoynU6Jrejw+/Ns1df61Uehj0EUotdrxv19O4KcjF3D6UjFOXiyG1S6QEmvCY33boHVyNJbvcTb2O5tXirN5pfj1VC7eWX8Uf+6ShqtbJGLZb+cAADe2bYiBHVOh1WqQV2xFSlwE0uIicOfbmwEAAzuGT7sHf5AL6ZnpIqo2IQT+8dVe7Dubh+SYCOSXWJFfasXBzAJoNcC/R3bDir2Zcqd3JbNBhxKrHT8duQDA888mvU6L2XdegQc+2IYuTeIQyeV5qJY0QgjeNlUNCxYswOzZs5GZmYkuXbpg3rx5uOYa3/7Cyc/PR1xcHPLy8hAb67lBXiBl5pWioNSKf31/EKtd1hHz5NYuaRjVsxlO5BTjw03H8evpPLd9Vj1xPdqkuP81uOPERSz77RyeHNAWUSw2lZ26WIzes9bCbNDhwIxB9T0copAghMCZ3BL8dOQCpny5x6fX/Ov2zoiJMCC/1AoAuLlzI6w5mIXnv90Pm13g+8d7Iz3R8/Jie8/koWGMCSmx4XPnNFWPv35/87dfNXz22WeYOHEi3n77bXTv3h1z5szBwIEDcejQISQnJ9f38GR5JVaUWu1IiDRi1f4sbDh8HscuFCEzvxR5JVbEmQ2IMulxMDNfXtfQqNdi8sC26JAWi/SESDSINmLRLycx+4dDsNgdMBt0+OfN7ZEaF4GMZom47crG+OWPi1h3KBvf/HoW5/JK0bNVA48BFwBkNEtERrPw6a/lL3GRBmg1QInVjrWHsnFj2+D5d0RUW0IIr32rlPvYHQIlVjtyi63IK7GiRVIUokx6WGwOHMkugEGnRVGZDbklVpzNLcFXO8+oaq2uaZ6IW7s0QkKUEVqNBp0bx+EfX+2Rs1h9/tQQw69p6nbu265sgkEdG6HIYkNStPd2D50ax9XwChCpMdNVDd27d8fVV1+N+fPnAwAcDgfS09Px2GOP4emnn67y9XWV6TqSVYDPd57Gqv1ZgABOXiyGzSEQZzYgr8Ra6WtNei2sdgdeu7srhl3Z2O35S0UW/Ho6F43jzV4DKme7hyxc1zpJrvEi381Yth//+fkYUmMj8H8D/oTE8l8cWq0GWg2ggQZV/N4KOCEAAVH+f+cvTvn/AvJ2iQaQvwZN+ddU/l/5No28jwYalNnsKLbYodVooNMCWo0Gep0GGmhgcwjYHQ5Y7QIaDaDXamHQaaDXaeEQAjZ7xfN2h3MfjUYDnab8epb/X6txXlchAIc8fgDlXxfgvPHDoNPKx6j4+p37Q3kd3K5FxbGkx67XzO1auhwDbq9RP4biXMrzej0+nF9ricWOnCILzlwqwc6Tl2DSa9EhLQ49WzWA3SFQbLHh+IViHMoqQInFjhZJUYiLNCDGpEe0SY8iix1Z+aWIMulRWGqFXQBGnQYxEQZc1TQeRRZnycLFIgtaNYxGscWGhjEmlFod0Gk1aJJghk6rwZqD2cgtdv8ZZdRp0bFxLM5cKpEXkvamfaNYfD22lzxVL7E7BH7Yl4lNRy/g4T6t0CTBcxaLyBf++v3NoMtHFosFkZGR+PzzzzFs2DB5+8iRI5Gbm4uvv/7a7TVlZWUoK6v4gZGfn4/09HS/B11/+2Ab1rhMD0q/TJKiTbjtyjR0bhKPRnERiDc70+uXiqxolRyNRnERyC+1elyklQKj2GLD4Lk/4UROcX0PhahemQ06RBi0uKQIxGJMeuh1GkSZ9IiPNKBhtAntG8XiL9c2Q1GZc1mdy/EmHAosTi8G2IULF2C325GSkqLanpKSgoMHPd+1N3PmTDz//PN1Pra7u6VDp9XgtisbIz7SgNTYCEQa9TiSXYBuzRK9tnmQRBgunxYNwSjSqMfnD/fER7+cwMbfL8Bmd8BRnn1xiIqMRTBSZagUWTmN80loUJGRAdyzNYB7ZgZw3tUZZdI5r4NDwC4EHA7n9dDrNNBrNdBpNRACsDkEbHZnZktXvt2gc/5fr3VmP+wO4cxmyddVcW1VWbaKrwkoP7bDAYfiPgcBVPk1ux7LNbunel151s3tero8huI8rq9XH9vL16N4jdmgQ2KUEUkxJnRtEg8A2HDkPA5lFsCk18Js1CE9IRJtUqIRbdLjRE4xCkqtKCyzoaDMBoNWi8YJZhSV2RAToYdeq4XN4cDZ3FLsPpULk16LXq2T0K15As5cKkGUSY/zBWWIMOhgdwiculSM3GIrrm+ThDYpMTDonK1izEYdhBA4nlOMfWfzYNBpcWPbZLcsFlGoYqbLR2fPnkXjxo2xadMm9OhRsSjp5MmTsX79emzZssXtNYHKdBEREVHdYaYrwJKSkqDT6ZCVlaXanpWVhdRUz20QTCYTTCbWOBERERGXAfKZ0WhERkYGVq9eLW9zOBxYvXq1KvNFRERE5AkzXdUwceJEjBw5Et26dcM111yDOXPmoKioCA888EB9D42IiIiCHIOuarjnnntw/vx5TJ06FZmZmejatStWrFjhVlxPRERE5IqF9AEUbB3piYiIqGr++v3Nmi4iIiKiAGDQRURERBQADLqIiIiIAoBBFxEREVEAMOgiIiIiCgAGXUREREQBwKCLiIiIKAAYdBEREREFAIMuIiIiogDgMkABJDX/z8/Pr+eREBERka+k39u1XcSHQVcAFRQUAADS09PreSRERERUXQUFBYiLi6vx67n2YgA5HA6cPXsWMTEx0Gg0fjtufn4+0tPTcerUKa7pWAleJ9/xWlUPr1f18HpVD69X9dTF9RJCoKCgAGlpadBqa16ZxUxXAGm1WjRp0qTOjh8bG8tvSB/wOvmO16p6eL2qh9ereni9qsff16s2GS4JC+mJiIiIAoBBFxEREVEAMOgKAyaTCdOmTYPJZKrvoQQ1Xiff8VpVD69X9fB6VQ+vV/UE8/ViIT0RERFRADDTRURERBQADLqIiIiIAoBBFxEREVEAMOgiIiIiCgAGXXVo5syZuPrqqxETE4Pk5GQMGzYMhw4dUu1TWlqKsWPHokGDBoiOjsYdd9yBrKws1T7jx49HRkYGTCYTunbt6vFcixcvRteuXREZGYlmzZph9uzZPo1xyZIlaNeuHSIiItC5c2csX75c9fyXX36JAQMGoEGDBtBoNNi9e7fPX78vwuEaPffcc2jXrh2ioqKQkJCA/v37Y8uWLb5fBB+Fw7UaNWoUNBqN6mPQoEG+X4RqCIfr5XqtpA9fj19d4XDNsrKyMGrUKKSlpSEyMhKDBg3CkSNHfL8IPgr2a7Vv3z7ccccdaN68OTQaDebMmeO2z4YNG3DrrbciLS0NGo0GS5cu9fXLrzZ/XK9ff/0V9957L9LT02E2m9G+fXvMnTvX7Vzr1q3DVVddBZPJhNatW+ODDz6ocnxCCEydOhWNGjWC2WxG//793f7dvPjii+jZsyciIyMRHx9fo+sAQXVm4MCBYuHChWLv3r1i9+7d4uabbxZNmzYVhYWF8j4PP/ywSE9PF6tXrxbbt28X1157rejZs6fqOI899piYP3+++Otf/yq6dOnidp7ly5cLvV4v3nrrLXH06FGxbNky0ahRIzFv3rxKx7dx40ah0+nErFmzxP79+8UzzzwjDAaD2LNnj7zPf//7X/H888+L9957TwAQu3btqtU1cRUO12jRokVi1apV4ujRo2Lv3r1i9OjRIjY2VmRnZ9fu4rgIh2s1cuRIMWjQIHHu3Dn54+LFi7W7MF6Ew/VSXqdz586J999/X2g0GnH06NHaXRwvQv2aORwOce2114revXuLrVu3ioMHD4oxY8a4fQ3+EOzXauvWreLJJ58Un3zyiUhNTRWvv/66x2P/85//FF9++aUAIL766quaXAqf+ON6/ec//xHjx48X69atE0ePHhUfffSRMJvNqmvxxx9/iMjISDFx4kSxf/9+MW/ePKHT6cSKFSsqHd+//vUvERcXJ5YuXSp+/fVX8ec//1m0aNFClJSUyPtMnTpVvPbaa2LixIkiLi6uRteBQVcAZWdnCwBi/fr1QgghcnNzhcFgEEuWLJH3OXDggAAgNm/e7Pb6adOmefymvPfee8Wdd96p2vbGG2+IJk2aCIfD4XU8d999txgyZIhqW/fu3cVDDz3ktu+xY8fqJOhyFcrXSJKXlycAiB9//NHrPv4Qitdq5MiRYujQob58eX4XitfL1dChQ0Xfvn29Pu9voXbNDh06JACIvXv3ys/b7XbRsGFD8d5771X9BddCsF0rpWbNmnkMupTqOuhyVdvrJXn00UfFjTfeKD+ePHmy6Nixo2qfe+65RwwcONDrMRwOh0hNTRWzZ8+Wt+Xm5gqTySQ++eQTt/0XLlxY46CL04sBlJeXBwBITEwEAOzYsQNWqxX9+/eX92nXrh2aNm2KzZs3+3zcsrIyREREqLaZzWacPn0aJ06c8Pq6zZs3q84NAAMHDqzWuf0t1K+RxWLBu+++i7i4OHTp0sXn8dVEqF6rdevWITk5GW3btsUjjzyCnJwcn8dWG6F6vSRZWVn47rvvMHr0aJ/HVluhds3KysoAQHVsrVYLk8mEn3/+2efx1USwXatg56/rlZeXJx8DqNnvtWPHjiEzM1P1uri4OHTv3t3vvw8ZdAWIw+HAhAkT0KtXL3Tq1AkAkJmZCaPR6DY3nJKSgszMTJ+PPXDgQHz55ZdYvXo1HA4HDh8+jFdffRUAcO7cOa+vy8zMREpKSq3O7U+hfI2WLVuG6OhoRERE4PXXX8eqVauQlJTk8/iqK1Sv1aBBg/Df//4Xq1evxssvv4z169dj8ODBsNvtPo+vJkL1eil9+OGHiImJwe233+7z2GojFK+Z9Et6ypQpuHTpEiwWC15++WWcPn260uPWVjBeq2Dmr+u1adMmfPbZZxgzZoy8zdu/kfz8fJSUlHg8jnT8QPw+ZNAVIGPHjsXevXvx6aef+v3YDz74IMaNG4dbbrkFRqMR1157LYYPHw7A+VfeyZMnER0dLX+89NJLfh+DP4TyNbrxxhuxe/dubNq0CYMGDcLdd9+N7Oxsv38dklC9VsOHD8ef//xndO7cGcOGDcOyZcuwbds2rFu3zu9fh1KoXi+l999/HyNGjHDLetSVULxmBoMBX375JQ4fPozExERERkZi7dq1GDx4MLTauvt1F4rXqj7543rt3bsXQ4cOxbRp0zBgwACfX7do0SLV9frpp59qPIaa0Af0bJepcePGYdmyZdiwYQOaNGkib09NTYXFYkFubq4qus/KykJqaqrPx9doNHj55Zfx0ksvITMzEw0bNsTq1asBAC1btkRCQoLqrkMpFZuamup2J011z+0voX6NoqKi0Lp1a7Ru3RrXXnst2rRpg//85z+YMmWKz2P0VahfK6WWLVsiKSkJv//+O/r16+fzGKsjHK7XTz/9hEOHDuGzzz7zeVy1EcrXLCMjA7t370ZeXh4sFgsaNmyI7t27o1u3btW5BD4L1msVrPxxvfbv349+/fphzJgxeOaZZ1TPefs3EhsbC7PZjD//+c/o3r27/Fzjxo3ljGFWVhYaNWqkep23O0pripmuOiSEwLhx4/DVV19hzZo1aNGiher5jIwMGAwG+RsIAA4dOoSTJ0+iR48e1T6fTqdD48aNYTQa8cknn6BHjx5o2LAh9Hq9HBC0bt1a/qbs0aOH6twAsGrVqhqdu6bC9Ro5HA65vsRfwvFanT59Gjk5OaofdP4STtfrP//5DzIyMuq8TjCcrllcXBwaNmyII0eOYPv27Rg6dGi1x1eZYL9WwcZf12vfvn248cYbMXLkSLz44otu56nq30hMTIzqepnNZrRo0QKpqamq1+Xn52PLli3+/31Yo/J78skjjzwi4uLixLp161S3fRcXF8v7PPzww6Jp06ZizZo1Yvv27aJHjx6iR48equMcOXJE7Nq1Szz00EPiT3/6k9i1a5fYtWuXKCsrE0IIcf78efHWW2+JAwcOiF27donx48eLiIgIsWXLlkrHt3HjRqHX68Urr7wiDhw4IKZNm+Z2y3pOTo7YtWuX+O677wQA8emnn4pdu3aJc+fO8RoJIQoLC8WUKVPE5s2bxfHjx8X27dvFAw88IEwmk+oOKl4rIQoKCsSTTz4pNm/eLI4dOyZ+/PFHcdVVV4k2bdqI0tJSv14rIUL/ekny8vJEZGSkeOutt/x0ZbwLh2u2ePFisXbtWnH06FGxdOlS0axZM3H77bf78So5Bfu1Kisrk4/VqFEj8eSTT4pdu3aJI0eOyPsUFBTI+wAQr732mti1a5c4ceKEH6+Ukz+u1549e0TDhg3FX/7yF9UxlO15pJYRkyZNEgcOHBALFizwuWVEfHy8+Prrr8Vvv/0mhg4d6tYy4sSJE2LXrl3i+eefF9HR0fK1Kygo8Pk6MOiqQwA8fixcuFDep6SkRDz66KMiISFBREZGittuu80toOnTp4/H4xw7dkwI4fymvPbaa0VUVJSIjIwU/fr1E7/88otPY1y8eLH405/+JIxGo+jYsaP47rvvVM8vXLjQ47mnTZtWm0sjC/VrVFJSIm677TaRlpYmjEajaNSokfjzn/8stm7dWutr4yrUr1VxcbEYMGCAaNiwoTAYDKJZs2biwQcfFJmZmbW+Np6E+vWSvPPOO8JsNovc3NwaXwtfhcM1mzt3rmjSpIkwGAyiadOm4plnnpEDGH8K9msltflx/ejTp4+8z9q1az3uM3LkSD9cITV/XK9p06Z5PEazZs1U51q7dq3o2rWrMBqNomXLlqpzeONwOMSzzz4rUlJShMlkEv369ROHDh1S7TNy5EiP51+7dq3P10FTfjGIiIiIqA6xpouIiIgoABh0EREREQUAgy4iIiKiAGDQRURERBQADLqIiIiIAoBBFxEREVEAMOgiIiIiCgAGXUREREQBwKCLiELCDTfcgAkTJtT3MPzu+PHj0Gg0qkWLiSg8MegiorCzbt06aDQa5Obm1vdQqpSeno5z586hU6dO9T0UIqpj+voeABHR5Uyn0yE1NbW+h0FEAcBMFxEFnaKiItx///2Ijo5Go0aN8Oqrr6qe/+ijj9CtWzfExMQgNTUV9913H7KzswE4p+tuvPFGAEBCQgI0Gg1GjRoFAFixYgWuu+46xMfHo0GDBrjllltw9OhRn8d16tQp3H333YiPj0diYiKGDh2K48ePy8+PGjUKw4YNw0svvYSUlBTEx8dj+vTpsNlsmDRpEhITE9GkSRMsXLhQfo3r9OKlS5cwYsQINGzYEGazGW3atJH3t1gsGDduHBo1aoSIiAg0a9YMM2fOlI/12muvoXPnzoiKikJ6ejoeffRRFBYWqr6GL774Ah07doTJZELz5s3dri0R1R0GXUQUdCZNmoT169fj66+/xsqVK7Fu3Trs3LlTft5qtWLGjBn49ddfsXTpUhw/flwOrNLT0/HFF18AAA4dOoRz585h7ty5AJzB3MSJE7F9+3asXr0aWq0Wt912GxwOR5VjslqtGDhwIGJiYvDTTz9h48aNiI6OxqBBg2CxWOT91qxZg7Nnz2LDhg147bXXMG3aNNxyyy1ISEjAli1b8PDDD+Ohhx7C6dOnPZ7n2Wefxf79+/H999/jwIEDeOutt5CUlAQAeOONN/DNN99g8eLFOHToEBYtWoTmzZvLr9VqtXjjjTewb98+fPjhh1izZg0mT54sP79jxw7cfffdGD58OPbs2YPnnnsOzz77LD744AOf3hciqiVBRBRECgoKhNFoFIsXL5a35eTkCLPZLB5//HGPr9m2bZsAIAoKCoQQQqxdu1YAEJcuXar0XOfPnxcAxJ49e6oc10cffSTatm0rHA6HvK2srEyYzWbxww8/CCGEGDlypGjWrJmw2+3yPm3bthW9e/eWH9tsNhEVFSU++eQTIYQQx44dEwDErl27hBBC3HrrreKBBx7wOIbHHntM9O3bVzWGyixZskQ0aNBAfnzfffeJm26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}, "metadata": {} } ], "source": [ "lineplot(ranking_data_emissao, '\\n\\nEvolucao da Emissao de Bilhetes','data_emissao', 'count', 'Fig2.png')" ] }, { "cell_type": "markdown", "metadata": { "id": "8GE2wG_1v-Xw" }, "source": [ "### Bilhetes emitidos por Mês" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "id": "No8KRhgirzcm" }, "outputs": [], "source": [ "ranking_mes_emissao = df_viagem_2019.groupBy('mes_emissao').count().orderBy('mes_emissao',ascending=True).toPandas()" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "id": "likVleq4xBhP" }, "outputs": [], "source": [ "dict_mes = {1:'Janeiro', 2:'Fevereiro', 3:'Marco', 4:'Abril', 5:'Maio', 6:'Junho', 7:'Julho', 8:'Agosto', 9:'Setembro', 10:'Outubro', 11:'Novembro', 12:'Dezembro'}" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "id": "2V6qiPEgxJYN" }, "outputs": [], "source": [ "lista_mes =[]\n", "for i in ranking_mes_emissao.mes_emissao:\n", " lista_mes.append(dict_mes.get(i))\n", "ranking_mes_emissao['mes'] = lista_mes" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "id": "XmvizexX34TL", "colab": { "base_uri": "https://localhost:8080/", "height": 426 }, "outputId": "97bf8cb1-4c5f-4a50-cd1e-653d66adbf53" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ " mes_emissao count mes\n", "0 1 27654 Janeiro\n", "1 2 202288 Fevereiro\n", "2 3 1135554 Marco\n", "3 4 1007 Abril\n", "4 5 325 Maio\n", "5 6 419 Junho\n", "6 7 503 Julho\n", "7 8 3716 Agosto\n", "8 9 24224 Setembro\n", "9 10 220250 Outubro\n", "10 11 1783562 Novembro\n", "11 12 2625803 Dezembro" ], "text/html": [ "\n", "\n", "
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mes_emissaocountmes
0127654Janeiro
12202288Fevereiro
231135554Marco
341007Abril
45325Maio
56419Junho
67503Julho
783716Agosto
8924224Setembro
910220250Outubro
10111783562Novembro
11122625803Dezembro
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\n" ] }, "metadata": {}, "execution_count": 46 } ], "source": [ "ranking_mes_emissao" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "id": "izunW5UXg_wu", "colab": { "base_uri": "https://localhost:8080/", "height": 864 }, "outputId": "776e789f-b049-4fdc-ead3-c8bc285ffa6c" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m\n", "\n", "\t2019\n", "\tTotal Emissao por Mês\n", "\n", " mes count\n", "0 Janeiro 27654\n", "1 Fevereiro 202288\n", "2 Marco 1135554\n", "3 Abril 1007\n", "4 Maio 325\n", "5 Junho 419\n", "6 Julho 503\n", "7 Agosto 3716\n", "8 Setembro 24224\n", "9 Outubro 220250\n", "10 Novembro 1783562\n", "11 Dezembro 2625803\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
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\n" }, "metadata": {} } ], "source": [ "print('\\033[1m'+'\\n\\n\\t2019\\n\\tTotal Emissao por Mês\\n\\n',ranking_mes_emissao[['mes','count']])\n", "lineplot(ranking_mes_emissao,'\\n\\n2019\\nEvolucao da Emissao de Bilhetes', 'mes', 'count', 'Fig3.png')" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "id": "jNFbAzCL25Jf", "colab": { "base_uri": "https://localhost:8080/", "height": 902 }, "outputId": "41b55533-9017-4b62-bc5b-246848d5133e" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "\t2019\n", "\tTotal Emissao por Mês\n", "\n", " mes count\n", "0 Janeiro 27654\n", "1 Fevereiro 202288\n", "2 Marco 1135554\n", "3 Abril 1007\n", "4 Maio 325\n", "5 Junho 419\n", "6 Julho 503\n", "7 Agosto 3716\n", "8 Setembro 24224\n", "9 Outubro 220250\n", "10 Novembro 1783562\n", "11 Dezembro 2625803 \n", "\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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}, "metadata": {} } ], "source": [ "print('\\033[1m','\\n\\n\\t2019\\n\\tTotal Emissao por Mês\\n\\n',ranking_mes_emissao[['mes','count']],\"\\n\")\n", "ranking_mes_emissao.plot(x='mes', y='count', kind='bar', title='\\n2019\\nTotal Bilhetes Emitidos por Mês')\n", "plt.savefig('Fig4.png', bbox_inches='tight')\n", "plt.show();" ] }, { "cell_type": "markdown", "metadata": { "id": "o5qox3nZ8_cc" }, "source": [ "### Bilhetes emitidos por Dia da Semana" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "id": "PmTVxmib8yAl" }, "outputs": [], "source": [ "ranking_dia_emissao = df_viagem_2019.groupBy('dia_da_semana').count().orderBy('count',ascending=False).toPandas()" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "id": "RUQTtE2X8lTa" }, "outputs": [], "source": [ "#ranking_dia_emissao['count(k)'] = ranking_dia_emissao['count']/1000" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "id": "0G31TYAW83t1", "colab": { "base_uri": "https://localhost:8080/", "height": 269 }, "outputId": "37d58ac9-c2d1-42ec-8dec-38abf6535e45" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ " dia_da_semana count\n", "0 6 1070145\n", "1 1 1006129\n", "2 2 876567\n", "3 7 874909\n", "4 5 794954\n", "5 4 707090\n", "6 3 695511" ], "text/html": [ "\n", "\n", "
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dia_da_semanacount
061070145
111006129
22876567
37874909
45794954
54707090
63695511
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dia_da_semanacountdia_semana
061070145Sexta-feira
111006129Domingo
22876567Segunda-feira
37874909Sabado
45794954Quinta-feira
54707090Quarta-feira
63695511Terca-feira
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\n" ] }, "metadata": {}, "execution_count": 54 } ], "source": [ "ranking_dia_emissao" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "id": "6BbqM5irBbr7", "colab": { "base_uri": "https://localhost:8080/", "height": 726 }, "outputId": "e54f469d-22d9-4663-ac40-46efd7953182" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m\n", "\n", "\t2019\n", "\tTOTAL BILHETES POR DIA DA SEMANA\n", "\n", " dia_semana count\n", "0 Sexta-feira 1070145\n", "1 Domingo 1006129\n", "2 Segunda-feira 876567\n", "3 Sabado 874909\n", "4 Quinta-feira 794954\n", "5 Quarta-feira 707090\n", "6 Terca-feira 695511 \n", "\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ], "source": [ "\n", "ranking_days = ranking_dia_emissao.copy()\n", "ranking_days['count(k)'] = ranking_days['count']/1000\n", "\n", "\n", "fig, axs = plt.subplots(nrows=1, ncols=2, figsize=plt.figaspect(0.25))\n", "\n", "plot0 = axs[0].bar(x=ranking_days['dia_semana']\n", " , height=ranking_days['count(k)'])\n", "title0 = axs[0].set_title('Total Bilhetes Emitidos', fontsize = 'small')\n", "xlabel0 = axs[0].set_xlabel('Dia', fontsize = 'small')\n", "ylabel0 = axs[0].set_ylabel('count(k)', fontsize = 'small')\n", "xsticks_label = axs[0].set_xticklabels(ranking_days['dia_semana']\n", " ,rotation = 45, fontsize='small')\n", "\n", "explode = (0.1,0.1,0.1, 0.3, 0.3, 0.3, 0.1)\n", "#title1 = axs[1].set_title('User ratio', fontsize = 'small')\n", "plot1 = axs[1].pie(\n", " x=ranking_days['count']\n", " , labels=ranking_days['dia_semana']\n", " , autopct='%1.1f%%', shadow=True, explode=explode, startangle=90\n", " , radius=1\n", ");\n", "\n", "text = fig.text(0.55, 1.05, 'TOTAL BILHETES EMITIDOS\\nCount(k) (bar)\\nPercentual (Pie)', ha='center', va='top', transform=fig.transFigure);\n", "print('\\033[1m'+'\\n\\n\\t2019\\n\\tTOTAL BILHETES POR DIA DA SEMANA\\n\\n',ranking_days[['dia_semana', 'count']],\"\\n\")\n", "plt.savefig('Fig5.png', bbox_inches='tight')" ] }, { "cell_type": "markdown", "metadata": { "id": "gbmoRnkk-6zg" }, "source": [ "### Criar coluna UF para analisar o fluxo entre Ufs." ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "id": "mrQrUb_W-5VB", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "8b67e3f9-7cec-4edd-8693-0094d854b680" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "+--------------------+\n", "|origem_destino_linha|\n", "+--------------------+\n", "|FLORIANOPOLIS(SC)...|\n", "|FLORIANOPOLIS(SC)...|\n", "|BALNEARIO CAMBORI...|\n", "|FLORIANOPOLIS(SC)...|\n", "|BALNEARIO CAMBORI...|\n", "+--------------------+\n", "only showing top 5 rows\n", "\n" ] } ], "source": [ "df_viagem_2019.select('origem_destino_linha').show(5)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "id": "JN2TdrMr_p9k" }, "outputs": [], "source": [ "ranking_linha = df_viagem_2019.groupBy('origem_destino_linha').count().orderBy('count',ascending=False).toPandas()" ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "id": "t_dSZnFz-5qj" }, "outputs": [], "source": [ "linha= ranking_linha.origem_destino_linha.str.split('-', expand=True)" ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "id": "5wwE7bF6-58u" }, "outputs": [], "source": [ "origem_linha = linha[0]\n", "destino_linha = linha[1]" ] }, { "cell_type": "markdown", "metadata": { "id": "4qON0rLsGPoX" }, "source": [ "### Extrair UF origem da linha" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "id": "sUjlj494BU2z" }, "outputs": [], "source": [ "split_col = pyspark.sql.functions.split(df_viagem_2019['origem_destino_linha'], '-')\n", "df_viagem_2019 = df_viagem_2019.withColumn('origem_linha', split_col.getItem(0))\n", "#df_viagem_2019 = df_viagem_2019.withColumn('destino_linha', split_col.getItem(1))\n", "#\n", "split_col = pyspark.sql.functions.split(df_viagem_2019['origem_linha'], '\\\\(')\n", "df_viagem_2019 = df_viagem_2019.withColumn('uf_origem', split_col.getItem(1))\n", "#\n", "split_col = pyspark.sql.functions.split(df_viagem_2019['uf_origem'], '\\\\)')\n", "df_viagem_2019 = df_viagem_2019.withColumn('uf_origem', split_col.getItem(0))" ] }, { "cell_type": "markdown", "metadata": { "id": "SzD-xRjVGV1Q" }, "source": [ "### Extrair UF destino da linha" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "id": "JGdkyHuhCgQ_" }, "outputs": [], "source": [ "split_col = pyspark.sql.functions.split(df_viagem_2019['origem_destino_linha'], '-')\n", "#df_viagem_2019 = df_viagem_2019.withColumn('origem_linha', split_col.getItem(0))\n", "df_viagem_2019 = df_viagem_2019.withColumn('destino_linha', split_col.getItem(1))\n", "#\n", "split_col = pyspark.sql.functions.split(df_viagem_2019['destino_linha'], '\\\\(')\n", "df_viagem_2019 = df_viagem_2019.withColumn('uf_destino', split_col.getItem(1))\n", "#\n", "split_col = pyspark.sql.functions.split(df_viagem_2019['uf_destino'], '\\\\)')\n", "df_viagem_2019 = df_viagem_2019.withColumn('uf_destino', split_col.getItem(0))" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "id": "aavYoUtCCVtt", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "ff9e8999-ce3b-411f-ceba-dd5712e3c4f5" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "+--------------------+--------------------+---------+--------------+----------+\n", "|origem_destino_linha| origem_linha|uf_origem| destino_linha|uf_destino|\n", "+--------------------+--------------------+---------+--------------+----------+\n", "|FLORIANOPOLIS(SC)...| FLORIANOPOLIS(SC) | SC| SAO PAULO(SP)| SP|\n", "|FLORIANOPOLIS(SC)...| FLORIANOPOLIS(SC) | SC| CAMPINAS(SP)| SP|\n", "|BALNEARIO CAMBORI...|BALNEARIO CAMBORI...| SC| SAO PAULO(SP)| SP|\n", "+--------------------+--------------------+---------+--------------+----------+\n", "only showing top 3 rows\n", "\n" ] } ], "source": [ "df_viagem_2019.select('origem_destino_linha','origem_linha','uf_origem', 'destino_linha','uf_destino').show(3)" ] }, { "cell_type": "markdown", "source": [ "# Checkpoint\n", "### Ponto de salvamento do dataset gerado." ], "metadata": { "id": "jpO2rlJNVyn2" } }, { "cell_type": "code", "execution_count": 63, "metadata": { "id": "T7J70aj3dxiL" }, "outputs": [], "source": [ "# Checkpoint do dataset gerado\n", "df_viagem_2019.write.parquet(\"df_viagem_2019.parquet\", mode='overwrite')\n", "df_viagem_2019 =spark.read.parquet(\"df_viagem_2019.parquet\")" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "id": "YYgdPQ1NHwq_" }, "outputs": [], "source": [ "ranking_uf_origem = df_viagem_2019.groupBy('uf_origem').count().orderBy('count',ascending=False).toPandas()" ] }, { "cell_type": "markdown", "source": [ "### Total de Bilhetes Emitidos por UF" ], "metadata": { "id": "NPA1zSqbNZHx" } }, { "cell_type": "code", "execution_count": 65, "metadata": { "id": "vDteuJ8cNT8m", "colab": { "base_uri": "https://localhost:8080/", "height": 758 }, "outputId": "8fe5eb1a-0ab7-4d19-aee8-624e554c094d" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m\n", "\n", "2019\n", "TOTAL BILHETES POR UF Origem\n", "\n", " uf_origem count\n", "0 SP 1018483\n", "1 PR 905240\n", "2 MG 856375\n", "3 BA 518057\n", "4 GO 425053\n", "5 ES 387960\n", "6 RJ 333020\n", "7 SC 275518\n", "8 CE 214165\n", "9 RS 185184 \n", "\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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}, "metadata": {} } ], "source": [ "\n", "top10_uf_orig = ranking_uf_origem[:10].copy()\n", "top10_uf_orig['count(k)'] = top10_uf_orig['count']/1000\n", "\n", "fig, axs = plt.subplots(nrows=1, ncols=2, figsize=plt.figaspect(0.25))\n", "\n", "plot0 = axs[0].bar(x=top10_uf_orig['uf_origem']\n", " , height=top10_uf_orig['count(k)'])\n", "title0 = axs[0].set_title('Total Bilhetes Emitidos POR UF ORIGEM', fontsize = 'small')\n", "xlabel0 = axs[0].set_xlabel('uf', fontsize = 'small')\n", "ylabel0 = axs[0].set_ylabel('count(k)', fontsize = 'small')\n", "xsticks_label = axs[0].set_xticklabels(top10_uf_orig['uf_origem']\n", " ,rotation = 45, fontsize='small')\n", "\n", "explode = (0.1,0.1,0.1, 0.3, 0.3,0.1,0.1,0.1, 0.3, 0.3)\n", "#title1 = axs[1].set_title('User ratio', fontsize = 'small')\n", "plot1 = axs[1].pie(\n", " x=top10_uf_orig['count']\n", " , labels=top10_uf_orig['uf_origem']\n", " , autopct='%1.1f%%', shadow=True, explode=explode, startangle=90\n", " , radius=1\n", ");\n", "\n", "text = fig.text(0.55, 1.05, 'TOTAL BILHETES EMITIDOS POR UF ORIGEM\\nCount(k) (bar)\\nPercentual (Pie)', ha='center', va='top', transform=fig.transFigure);\n", "print('\\033[1m'+'\\n\\n2019\\nTOTAL BILHETES POR UF Origem\\n\\n',top10_uf_orig[['uf_origem', 'count']],\"\\n\")\n", "plt.savefig('Fig6.png', bbox_inches='tight')" ] }, { "cell_type": "markdown", "metadata": { "id": "3CpS1mg-To9D" }, "source": [ "### Dados estatisticos por cidade destino\n", "- valor_total\n", "- count\n", "- min\n", "-max\n", "-avg" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "id": "hHTmagn2YBtl" }, "outputs": [], "source": [ "#df_viagem_2019.columns" ] }, { "cell_type": "code", "execution_count": 67, "metadata": { "id": "F6x6DYGBU0eL" }, "outputs": [], "source": [ "df_destino = df_viagem_2019.groupBy(\"ponto_destino_viagem\") \\\n", " .agg(sum(\"valor_total\").alias(\"sum_valor_total\"), \\\n", " avg(\"valor_total\").alias(\"avg_valor_total\"), \\\n", " min(\"valor_total\").alias(\"min_valor_total\"), \\\n", " max(\"valor_total\").alias(\"max_valor_total\"), \\\n", " count(\"*\").alias(\"count\")\\\n", " ).orderBy('count',ascending=False).toPandas()" ] }, { "cell_type": "markdown", "metadata": { "id": "ziz2s3byttG2" }, "source": [ "### Identificar por cidade destino\n", "- Valor_total - é o valor considerando o custo da passagem mais impostos.\n", ">sum\n", ">avg\n", ">min\n", ">max\n", ">count" ] }, { "cell_type": "markdown", "source": [ "### Modo interact, seria o modo interativo e precisaria rodar a celula para ver funcionando." ], "metadata": { "id": "VOceB7neZ1Yn" } }, { "cell_type": "code", "execution_count": 68, "metadata": { "id": "vYk8P6oKl9d1", "colab": { "base_uri": "https://localhost:8080/", "height": 304, "referenced_widgets": [ "8ee3093f16e84a77b572485f70b3e8c8", "bec26d338c2341ea9bc543b358c43a27", "ab2fee6ec26b40ea928874f9432dfad0", "c170d203128e4a2c8893c143d372561c", "9adf760280f24f99ba8b97bc36c0aa5c", "4e6283d263d8471a943df23fdceb06b4", "7701faa8290d4b21866074f4b30bb1a0" ] }, "outputId": "5def2c14-b2ed-42c1-fc7b-1676e6790d45" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "interactive(children=(Dropdown(description='Destino', options=('SAO PAULO/SP', 'RIO DE JANEIRO/RJ', 'CURITIBA/…" ], "application/vnd.jupyter.widget-view+json": { "version_major": 2, "version_minor": 0, "model_id": "8ee3093f16e84a77b572485f70b3e8c8" } }, "metadata": {} } ], "source": [ "destino_cols = df_destino.columns.to_list()\n", "temp1 = df_destino[destino_cols]\n", "@interact\n", "def filter_destino(Destino = list(temp1.ponto_destino_viagem.unique())):\n", "\n", " print('\\033[1m'+\"\\n\\n\\tValor_total:\\n\\tsum,avg, min, max e count\")\n", "\n", " filter = df_destino.loc[temp1.ponto_destino_viagem == Destino]\n", " display(filter)\n", " print('\\n')\n", " print('\\033[1m'+\"\\tObservação:\\n\\tO valor min_valor_total igual a 0.0 corresponde ao uso de algum tipo de beneficio social.\\n\\tPor exemplo, passagem do idoso.\\n\\n\")\n", " return\n" ] }, { "cell_type": "markdown", "source": [ "### Top 10" ], "metadata": { "id": "eb_w9DEqdAvJ" } }, { "cell_type": "code", "source": [ "df_destino.head(10)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 363 }, "id": "huYfsUGuaGir", "outputId": "403c94f6-e9cf-44b2-ede0-dc79c1a390a0" }, "execution_count": 69, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ " ponto_destino_viagem sum_valor_total avg_valor_total min_valor_total \\\n", "0 SAO PAULO/SP 1.078224e+08 135.223076 0.0 \n", "1 RIO DE JANEIRO/RJ 5.835697e+07 119.994592 0.0 \n", "2 CURITIBA/PR 7.946386e+07 271.942810 0.0 \n", "3 BELO HORIZONTE/MG 3.065098e+07 133.104239 0.0 \n", "4 GOIANIA/GO 1.436882e+07 111.908415 0.0 \n", "5 VITORIA/ES 1.425940e+07 113.401123 0.0 \n", "6 RECIFE/PE 9.518215e+06 77.573062 0.0 \n", "7 BRASILIA/DF 1.096587e+07 102.743035 0.0 \n", "8 FLORIANOPOLIS/SC 1.158097e+08 1170.362657 0.0 \n", "9 CAMPINAS/SP 1.083229e+07 140.194820 0.0 \n", "\n", " max_valor_total count \n", "0 94000.00 797367 \n", "1 105000.00 486330 \n", "2 316419.00 292208 \n", "3 663.19 230278 \n", "4 600.74 128398 \n", "5 731.60 125743 \n", "6 862.16 122700 \n", "7 604.48 106731 \n", "8 409445.00 98952 \n", "9 668.49 77266 " ], "text/html": [ "\n", "\n", "
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ponto_destino_viagemsum_valor_totalavg_valor_totalmin_valor_totalmax_valor_totalcount
0SAO PAULO/SP1.078224e+08135.2230760.094000.00797367
1RIO DE JANEIRO/RJ5.835697e+07119.9945920.0105000.00486330
2CURITIBA/PR7.946386e+07271.9428100.0316419.00292208
3BELO HORIZONTE/MG3.065098e+07133.1042390.0663.19230278
4GOIANIA/GO1.436882e+07111.9084150.0600.74128398
5VITORIA/ES1.425940e+07113.4011230.0731.60125743
6RECIFE/PE9.518215e+0677.5730620.0862.16122700
7BRASILIA/DF1.096587e+07102.7430350.0604.48106731
8FLORIANOPOLIS/SC1.158097e+081170.3626570.0409445.0098952
9CAMPINAS/SP1.083229e+07140.1948200.0668.4977266
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\n", "
\n" ] }, "metadata": {}, "execution_count": 69 } ] }, { "cell_type": "markdown", "source": [ "### Total de Bilhetes Emitidos por UF" ], "metadata": { "id": "AhUiqVY8N9GJ" } }, { "cell_type": "code", "execution_count": 70, "metadata": { "id": "WSltIrPN5TXV" }, "outputs": [], "source": [ "temp_uf = df_viagem_2019.select('uf_origem', 'uf_destino').toPandas()\n", "#\n", "temp_uf = temp_uf[['uf_origem', 'uf_destino']].value_counts().reset_index(name='count')\n", "temp_uf['total_uf_orig'] = temp_uf.groupby('uf_origem')['count'].transform('sum')\n", "temp_top10 = temp_uf[['uf_origem', 'total_uf_orig']].drop_duplicates().sort_values(by='total_uf_orig', ascending=False)\n", "temp_top10 = temp_top10[:10]" ] }, { "cell_type": "markdown", "metadata": { "id": "QgTOQBKRXmHg" }, "source": [ "### Bandeiras dos Estados" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "id": "yflqprlftj9M" }, "outputs": [], "source": [ "rj = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_Rio_de_Janeiro.png')\n", "ba = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_da_Bahia.png')\n", "pb = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_da_Paraíba.png')\n", "al = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Alagoas.png')\n", "#\n", "go = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Goiás.png')\n", "mg = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Minas_Gerais.png')\n", "pe = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Pernambuco.png')\n", "ro = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Rondônia.png')\n", "#\n", "rr = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Roraima.png')\n", "sc = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Santa_Catarina.png')\n", "se = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Sergipe.png')\n", "ac = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Acre.png')\n", "#\n", "ap = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Amapa.png')\n", "am = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Amazonas.png')\n", "ce = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Ceara.png')\n", "df = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Distrito_Federal_Brasil.png')\n", "#\n", "es = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Espírito_Santo.png')\n", "ma = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Maranhao.png')\n", "pa = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Para.png')\n", "pr = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Parana.png')\n", "#\n", "pi = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Piaui.png')\n", "rn = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Rio_Grande_do_Norte.png')\n", "rs = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Rio_Grande_do_Sul.png')\n", "to = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_do_Tocantins.png')\n", "#\n", "sp = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_Sao_Paulo.png')\n", "ms = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_Mato_Grosso_do_Sul.png')\n", "mt = Image.open('/content/drive/MyDrive/Viagens/Bandeiras_Br/Bandeira_de_Mato_Grosso.png')\n", "\n", "#\n", "dict_icons = {'RJ':rj, 'BA':ba, 'PB':pb, 'AL':al, 'GO':go, 'MG':mg, 'PE':pe, 'RO': ro, 'RR':rr, 'SC': sc, 'SE': se, 'AC':ac, 'AP':ap, 'AM': am, 'CE':ce, 'DF':df,\n", " 'ES': es, 'MA':ma, 'PA': pa, 'PR': pr, 'PI':pi, 'RN': rn, 'RS': rs, 'TO':to, 'SP':sp, 'MS':ms, 'MT':mt}\n", "#\n", "#\n", "height = temp_top10['total_uf_orig'].reset_index(drop=True)\n", "#\n", "X = np.arange(len(height))" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "id": "-Zarnaontjhm" }, "outputs": [], "source": [ "def plot_uf():\n", " fig = plt.figure(figsize=(7, 2.5), dpi = 200, facecolor = \"#EFE9E6\")\n", " ax = plt.subplot(111, facecolor = \"#EFE9E6\", ylabel='')\n", "\n", " plt.ylabel(\"total bilhetes\")\n", " plt.xlabel('uf')\n", "\n", " plt.title(\"Top 10\\nTotal de Bilhetes Emitidos por UF\\nPeriodo: 2019\\n\")\n", "\n", " # ax1 = plt.axes()\n", " # y_axis = ax1.axes.get_yaxis()\n", " # y_axis.set_visible(False)\n", "\n", " # Add spines\n", " ax.spines[\"top\"].set(visible = False)\n", " ax.spines[\"right\"].set(visible = False)\n", "\n", " # Add grid and axis labels\n", " ax.grid(True, color = \"lightgrey\", ls = \":\")\n", "\n", " # We specify the width of the bar\n", " width = 0.5\n", "\n", " # Fouls conceded\n", " ax.bar(\n", " X,\n", " height,\n", " ec = \"black\",\n", " lw = .9,\n", " color = \"#005a9b\",\n", " zorder = 3,\n", " width = width\n", " )\n", "\n", " for index, y in enumerate(height):\n", " ax.annotate(\n", " xy = (index, y),\n", " text = f\"{y}\",\n", " xytext = (0, 7),\n", " textcoords = \"offset points\",\n", " size = 8,\n", " color = \"black\",# \"#005a9b\",\n", " ha = \"center\",\n", " va = \"center\",\n", " weight = \"bold\"\n", " )\n", "\n", " xticks_ = ax.xaxis.set_ticks(\n", " ticks = X,\n", " labels = []\n", " )\n", " yticks_ = ax.yaxis.set_ticks(\n", " ticks = [],\n", " labels = []\n", " )\n", "\n", " ax.tick_params(labelsize = 6)\n", "\n", "\n", " # --- Axes transformations\n", "\n", " DC_to_FC = ax.transData.transform\n", " FC_to_NFC = fig.transFigure.inverted().transform\n", "\n", " # Native data to normalized data coordinates\n", " DC_to_NFC = lambda x: FC_to_NFC(DC_to_FC(x))\n", "\n", " for index, uf in enumerate(temp_top10[\"uf_origem\"]):\n", " ax_coords = DC_to_NFC([index - width/2, -0.005])\n", " logo_ax = fig.add_axes([ax_coords[0], ax_coords[1], 0.07, 0.07], anchor = \"W\")\n", " uf_icon = dict_icons.get(uf)\n", " logo_ax.imshow(uf_icon)\n", " logo_ax.axis(\"off\")\n", "\n", " logo_ax.annotate(\n", " xy =(0, 0),\n", " text = f\"{temp_top10['uf_origem'].iloc[index]}\",\n", " xytext = (8.5, -23.5), # (x,y) x é a posicao relativa ao eixo vertical e y eixo horizontal onde aparece o icone da UF\n", " textcoords = \"offset points\",\n", " size = 7,\n", " ha = \"center\",\n", " va = \"center\"\n", " )\n", "\n", "\n", " plt.subplots_adjust(top=0.70)\n", " plt.savefig(\"\\nTop10_Total_Bilhetes_por_UF.png\")\n", " plt.savefig(\"Fig7.png\", bbox_inches='tight')\n", "\n", "\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 73, "metadata": { "id": "Zb2S0iRF81oM", "colab": { "base_uri": "https://localhost:8080/", "height": 567 }, "outputId": "d8f2a76c-7203-45df-aa5f-4d3b14281088" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
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\n" }, "metadata": {} } ], "source": [ "plot_uf()" ] }, { "cell_type": "markdown", "metadata": { "id": "EBBD8tDO1Orv" }, "source": [ "### Fluxo de Viagens Entre UFs\n", "- gráfico de barras" ] }, { "cell_type": "code", "execution_count": 74, "metadata": { "id": "qNufwavl-pu1" }, "outputs": [], "source": [ "#df_temp = df_viagem_2019.select('uf_origem', 'uf_destino').toPandas()\n", "#df_uf3 = df_temp[['uf_origem', 'uf_destino']].value_counts().reset_index(name='count')\n", "\n", "df_uf3 = temp_uf\n", "#\n", "df_uf3['ufs'] = df_uf3.uf_origem+'-->'+df_uf3.uf_destino" ] }, { "cell_type": "code", "execution_count": 75, "metadata": { "id": "zhQpp6soB5ol", "colab": { "base_uri": "https://localhost:8080/", "height": 749 }, "outputId": "bc016243-c73b-40b2-9d9f-09d9073727b8" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ " ufs count\n", "0 SP-->RJ 434482\n", "1 SP-->MG 399860\n", "2 PR-->SP 389775\n", "3 PR-->SC 360121\n", "4 MG-->RJ 356271\n", "5 MG-->SP 330311\n", "6 RJ-->SP 268510\n", "7 ES-->MG 262390\n", "8 BA-->SP 166246\n", "9 SP-->PR 141446 \n", "\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ], "source": [ "import seaborn as sns\n", "fig = plt.figure(figsize=(6, 2.5), dpi = 150, facecolor = \"#EFE9E6\")\n", "ax = plt.subplot(111, facecolor = \"#EFE9E6\")\n", "temp_fig7 = df_uf3[['ufs', 'count']].iloc[:10]\n", "print(temp_fig7,\"\\n\")\n", "#temp.plot.bar(x = 'ufs' , y= 'count', edgecolor='black', rot=80, color='red');\n", "sns.barplot(x=temp_fig7['count'], y=temp_fig7['ufs'], orient='h', color='red')\n", "plt.xlabel('Frequencia')\n", "plt.ylabel('Origem-Destino')\n", "plt.title(\"\\nTop 10\\nTotal de Bilhetes Emitidos Entre Ufs\\nOrigem-->Destino\\n\");\n", "plt.savefig(\"Fig7.png\", bbox_inches='tight');" ] }, { "cell_type": "markdown", "metadata": { "id": "iqbR5j3j0_qG" }, "source": [ "### Fluxo de Viagens entre UFs\n", "- grafico sankey\n", "- https://python-graph-gallery.com/basic-sankey-diagram-with-pysankey/" ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "id": "66mvbjBztru7", "colab": { "base_uri": "https://localhost:8080/", "height": 424 }, "outputId": "6ed55cfe-350c-4e78-96af-353c5fcf0f53" }, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ " uf_origem uf_destino count total_uf_orig ufs\n", "0 SP RJ 434482 1018483 SP-->RJ\n", "1 SP MG 399860 1018483 SP-->MG\n", "2 PR SP 389775 905240 PR-->SP\n", "3 PR SC 360121 905240 PR-->SC\n", "4 MG RJ 356271 856375 MG-->RJ\n", ".. ... ... ... ... ...\n", "81 CE SE 10597 214165 CE-->SE\n", "82 GO RJ 10507 425053 GO-->RJ\n", "83 MS RJ 10324 146242 MS-->RJ\n", "84 AL BA 10265 112764 AL-->BA\n", "85 PA PI 10126 49451 PA-->PI\n", "\n", "[86 rows x 5 columns]" ], "text/html": [ "\n", "\n", "
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uf_origemuf_destinocounttotal_uf_origufs
0SPRJ4344821018483SP-->RJ
1SPMG3998601018483SP-->MG
2PRSP389775905240PR-->SP
3PRSC360121905240PR-->SC
4MGRJ356271856375MG-->RJ
..................
81CESE10597214165CE-->SE
82GORJ10507425053GO-->RJ
83MSRJ10324146242MS-->RJ
84ALBA10265112764AL-->BA
85PAPI1012649451PA-->PI
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\n" ] }, "metadata": {}, "execution_count": 76 } ], "source": [ "filter=10000\n", "df_filtered = temp_uf.loc[temp_uf['count']>= filter].sort_values(by='count', ascending=False)\n", "df_filtered" ] }, { "cell_type": "code", "execution_count": 77, "metadata": { "id": "YcLZ11HEkTfh", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "a4e7f287-c83a-4956-e09c-cc4fa7045a22" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\n", "\n", "Top 5\n", "Fluxo entre UFs\n", "\n", " ufs count\n", "0 SP-->RJ 434482\n", "1 SP-->MG 399860\n", "2 PR-->SP 389775\n", "3 PR-->SC 360121\n", "4 MG-->RJ 356271 \n", "\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} } ], "source": [ "sankey(\n", " left=df_filtered[\"uf_origem\"], right=df_filtered[\"uf_destino\"],\n", " leftWeight= df_filtered[\"count\"], rightWeight=df_filtered[\"count\"],\n", " aspect=20, fontsize=10\n", ")\n", "\n", "# Get current figure\n", "fig = plt.gcf()\n", "\n", "\n", "\n", "# Set size in inches\n", "fig.set_size_inches(12, 10)\n", "\n", "temp_fig8 = df_filtered[['ufs', 'count']]\n", "print('\\n\\nTop 5\\nFluxo entre UFs\\n\\n',temp_fig8[:5],'\\n')\n", "# Set the color of the background to white\n", "fig.set_facecolor(\"#EFE9E6\")\n", "plt.title(\"\\n\\nTotal de Bilhetes Emitidos entre UFs\\nOrigem --> Destino\\nFilter: Acima de 10k\");\n", "# Save the figure\n", "plt.subplots_adjust(top=0.88)\n", "fig.savefig(\"fluxo_passageiros.png\", bbox_inches=\"tight\", dpi=180)\n", "plt.savefig(\"Fig8.png\", bbox_inches='tight');\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "mUIXxOJLDV-u" }, "source": [ "![](https://drive.google.com/uc?export=view&id=1uRhFT-YkC2B2VHM9FAi-U5Sofkdu7zNU)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "KLGew5StuxwR" }, "source": [ "# Análises com base nos gráficos gerados" ] }, { "cell_type": "code", "execution_count": 78, "metadata": { "id": "GMG3IVWfTcqu", "colab": { "base_uri": "https://localhost:8080/", "height": 808 }, "outputId": "0ac27679-ae4a-48e9-fb1d-76785ade1aec" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "São Paulo representa 13% do fluxo de passageiros no país.\n", "De São Paulo pessoas partem para outros Estados ou países.\n", "\n", "\u001b[1m\n", "2019\n", "Top 5 destinos\n", "\n", " ponto_destino_viagem percentual\n", "0 SAO PAULO/SP 13.23\n", "1 RIO DE JANEIRO/RJ 8.07\n", "2 CURITIBA/PR 4.85\n", "3 BELO HORIZONTE/MG 3.82\n", "4 GOIANIA/GO 2.13\n", "5 Outros Destinos 67.90 \n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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hodEanE4n2dnZuN1uCgoKWLp0KU888QT9+vXjnnvuAeoDpKlTpzJ8+HDGjBnDpEmTiIuL48cff+Suu+5i8ODB3H777UD9lOYPP/yQcePGkZiYiGEYfP7553z55Zdeu/M2prKykuzsbJxOJ+np6cyePZspU6YwceLEBrvJFhcXN/gaBQcHExQUxMSJE4mPj+f000+nXbt2ZGVl8cQTTxAdHc3gwYP3WMP+mDRpEm+//Ta7du1i7NixnuOvvPIKJ554IiNGjOCJJ57wrKF4zz330LZtW5588kmgfuOOhx9+mH/+85/07NkTf39/li1bxrRp0zzrLYqIiLQohoiIiIgc8a644grjvPPOa/Lzb7/91gAafa1cudIwDMN4+OGHjb59+zY494MPPjBsNpuRmppqGIZhZGZmGjfddJPRoUMHw9/f32jbtq1x7rnnGt9++63nnA4dOjR6reuvv94wDMPYtWuXARi//vqr17Wuu+46AzAefvjhBnU0VZ9hGEZRUZFx6623Gl26dDHsdrvRrVs349577zXKysoMwzCMn3/+2QCM1atXN3r+qFGjjAsuuMAwjPpn2VjtV199daPnPvzww542FovFiIiIME466SRjypQpRnV1dYP269evN8aMGWNEREQYfn5+RpcuXYwHH3zQqKio8LTZsWOHce211xqJiYmG3W43wsLCjOOOO86YPn16ozXsduqpp3pq8ff3N9q0aWOcc845xmeffdagbVN/HiZPnmwYhmF88sknxllnnWW0adPG8Pf3N+Lj440xY8YY69evb9DX7j9fRUVFjV5n9uzZTb43DMN46qmnDMC44oorvI4nJycbV1xxhREbG2v4+fkZCQkJxi233GLk5+d72uTl5Rm33nqr0bt3b8PhcBjBwcHGMcccYzz33HOGy+Xa4/MSERHxBZNhNMNe7yIiIiIiIiIiInLQtGadiIiIiIiIiIhIC6GwTkREREREREREpIVQWCciIiIiIiIiItJCKKwTERERERERERFpIRTWiYiIiIiIiIiItBAK60RERERERERERFoIhXUiIiIiIiIiIiIthMI6ERERERERERGRFkJhnYiIiIiIiIiISAuhsE5ERERERERERKSFUFgnItKKTJgwgSeeeMLXZYiIiIiIiMghorBORI4YHTt2JDAwEIfDQZs2bbjttttwOp2+LovTTjuNd99919dliIiIiIiISCugsE5Ejihff/015eXlfPfdd3z88ce8/fbb+3xuSwj2RERERERE5OimsE5EjkjdunXj5JNPZuPGjXzyySf06tWLiIgIzj33XHJzcwFYunQpXbt25eGHHyYqKoqHH36YiooKbrzxRuLj4wkPD+ef//ynp8+99fPYY48RERFBx44dWbhwIQCPP/44y5cv55prrsHhcPDUU0952v+VyWQiPT0dgGnTppGYmEhwcDB9+vRh6dKlh+GJiYiIiIiISEugsE5Ejkhbtmxh+fLltG/fnttvv50PP/yQnJwckpKSuPHGGz3tkpOTsVgsZGVl8eCDD3L77beTmprK+vXryc3N5frrrwdg9erVe+3HZrORm5vLAw88wHXXXQfAv//9b04++WTeeecdysvLeeCBB/Zae1xcHEuWLKG4uJhbbrmFcePGUVNT08xPSERERERERFoiq68LEBFpTqNGjcJisRAREcGECRPYvn07N954I8cccwxQH55FRER4przabDYeeOABrFYrFouF//u//2PDhg1ERUUBcNJJJwH1o9321E9QUBD33HMPZrOZyy67jOuvv57i4mLCwsL2+x7OOussz++vvfZaHnroIbZt20bv3r0P+LmIiIiIiIhI66CRdSJyRPnqq68oLi5m586dTJ48mfT0dJ588knCwsIICwsjISEBq9VKdnY2UD+KzWqt/7lFXl4eNTU1dOrUqUG/qampe+wnOjoas7n+r9TAwEAAysvLD+ge5syZw4ABAzzXys3NpaCg4ID6EhERERERkdZFYZ2IHNHatm3L448/TnFxsedVVVVFu3btgPq14naLjo7GZrORnJy83/3syV+vAfWj8Kqqqjzvc3JyPL+vqalh/PjxPPnkkxQUFFBcXExMTAyGYezvrYuIiIiIiEgrpLBORI5oV155Ja+88grr1q0DoLCwkLlz5zba1mw2c/nll3PnnXdSUFBAXV0dP/zww37383cxMTFeAWBiYiJFRUUsW7aMmpoaHn/8cc9nNTU11NbWEhMTA8B///tf8vLy9vu+RUREREREpHVSWCciR7QTTzyR5557jssvv5yQkBAGDBjgCeAa88ILLxAfH0+vXr2IjY3lrbfeOqB+/uqWW25hxowZhIWF8fTTTxMaGsp///tfLrnkEjp16sRxxx3naRsSEsKzzz7LiBEjiIuLo6CgoMHOsSIiIiIiInLkMhmaWyUiIiIiIiIiItIiaGSdiIiIiIiIiIhIC6GwTkREREREREREpIVQWCciIiIiIiIiItJCKKwTERERERERERFpIRTWiYiIiIiIiIiItBBWXxdwKLndbjIzMwkODsZkMvm6HBEREZH9ZhgGZWVlxMfHYzbr56wiIiIiR7ojOqzLzMwkISHB12WIiIiIHLS0tDTatWvn6zJERERE5BA7osO64OBgoP4ftyEhIT6uRkRERGT/lZaWkpCQ4Pl3jYiIiIgc2XwW1nXs2JGUlJQGx2+88UZeffVVqqurueuuu/jwww+pqalhxIgRvPbaa8TGxu7zNXZPfQ0JCVFYJyIiIq2alvQQEREROTr4bOGTn376iaysLM9r0aJFAFx88cUA3HHHHXz++efMmjWLZcuWkZmZyYUXXuirckVERERERERERA45k2EYhq+LALj99tuZP38+27Zto7S0lOjoaN5//30uuugiADZv3kyPHj1YuXIlJ5xwwj71WVpaSmhoKCUlJRpZJyIiIq2S/j0jIiIicnRpEVuK1dbW8u6773LVVVdhMplYs2YNdXV1DBs2zNMmKSmJ9u3bs3Llyib7qampobS01OslIiIiIiIiIiLSWrSIsG7OnDkUFxczYcIEALKzs/H39ycsLMyrXWxsLNnZ2U32M3nyZEJDQz0v7QQrIiIiIiIiIiKtSYsI66ZOncqoUaOIj48/qH4mTZpESUmJ55WWltZMFYqIiIiIiIiIiBx6PtsNdreUlBQWL17MZ5995jkWFxdHbW0txcXFXqPrcnJyiIuLa7Ivm82GzWY7lOWKiIiIiIiIiIgcMj4fWTd9+nRiYmI4++yzPccGDhyIn58fS5Ys8RzbsmULqampDB482BdlioiIiIiIiIiIHHI+HVnndruZPn06V1xxBVbrn6WEhoZy9dVXc+eddxIREUFISAi33HILgwcP3uedYEVERERERERERFobn4Z1ixcvJjU1lauuuqrBZ1OmTMFsNjNmzBhqamoYMWIEr732mg+qFBEREREREREROTxMhmEYvi7iUCktLSU0NJSSkhJCQkJ8XY6IiIjIftO/Z0RERESOLj5fs05ERERERERERETqKawTERERERFpBnl5eUycOJH27dtjs9mIi4tjxIgR/PDDDw3arly5EovF4rXR3l9VVVXx8MMPk5iYiM1mIyoqiosvvpiNGzfusYbk5GRMJpPnFRkZyZlnnsmvv/66z9dfunQpJpOJ4uLiBp917NiRF1980fPeZDIxZ86cJuvZuHEjl1xyCdHR0dhsNhITE3nooYeorKxstH2nTp1YvHgxAG+//TZ9+/bF4XAQFhZG//79mTx5sqftI4884rlPq9VKx44dueOOOygvL9/DExIRafl8umadiIiItHwd7//C1yW0WMlPN/5NtogcncaMGUNtbS0zZ86kc+fO5OTksGTJEgoKChq0nTp1KrfccgtTp04lMzOT+Ph4z2c1NTUMGzaM1NRUnn/+eQYNGkROTg6TJ09m0KBBLF68eK8b7y1evJhevXqRnp7OrbfeyqhRo9i8eTNhYWF7vX5zWbVqFcOGDWPYsGF88cUXxMbGsnr1au666y6WLFnCt99+i7+/v6f9+vXrKSoq4tRTT2XatGncfvvtvPTSS5x66qnU1NSwfv16fvvtN69r9OrVi8WLF+N0Ovnhhx+46qqrqKys5M0332z2+xEROVwU1omIiIiIiByk4uJili9fztKlSzn11FMB6NChA8cff3yDtuXl5Xz00Uf8/PPPZGdnM2PGDB544AHP5y+++CIrV67k119/pW/fvp6+Pv30UwYNGsTVV1/Nb7/9hslkarKeyMhI4uLiiIuL47nnnmPIkCH8+OOPjBgxYq/Xbw6GYXD11VfTo0cPPvvsM8xms+c+EhMT6d+/P1OmTOG+++7znDN37lxGjhyJn58f8+bN45JLLuHqq6/2fN6rV68G17FarcTFxQEwduxYlixZwrx58xTWiUirpmmwIiIiIiIiB8nhcOBwOJgzZw41NTV7bPvxxx+TlJRE9+7dueyyy5g2bRp/3ffv/fffZ/jw4Z6gbjez2cwdd9zB77//zrp16/a5NrvdDkBtbe0+Xb85rF27lt9//50777zTE9Tt1rdvX4YNG8YHH3zgdXzevHmcd955AMTFxbFq1SpSUlL267p2u91znyIirZXCOhERERERkYNktVqZMWMGM2fOJCwsjCFDhvDAAw+wfv36Bm2nTp3KZZddBsDIkSMpKSlh2bJlns+3bt1Kjx49Gr3O7uNbt27dp7qKi4t5/PHHcTgcnlF+e7t+c9hd357u46/3kJGRwfr16xk1ahQADz/8MGFhYXTs2JHu3bszYcIEPv74Y9xud5PXXLNmDe+//z6nn356M96JiMjhp7BORERERESkGYwZM4bMzEzmzZvHyJEjWbp0KQMGDGDGjBmeNlu2bGH16tWMHz8eqA/5xo4dy9SpU736OtiRbieeeCIOh4Pw8HDWrVvHRx99RGxs7D5fv7ns633MmzePk046ybOmXps2bVi5ciUbNmzgtttuw+l0csUVVzBy5EivwG7Dhg04HA7sdjvHH388gwcP5pVXXjkUt3LYlFTWsTWnjHVpxaxJKeLHnQWs2J7Pd1vz+GZzDtV1Ll+XKCKHmNasExERERERaSYBAQEMHz6c4cOH8+9//5trrrmGhx9+mAkTJgD1o9qcTqfXhg6GYWCz2XjllVcIDQ0lMTGRTZs2Ndr/7uOJiYl7rOOjjz6iZ8+eREZGegKwfb1+SEgIACUlJV7nQv1IvdDQ0L0+h931bdq0if79+zd6H3+9h3nz5nHuuec2aNe7d2969+7NjTfeyA033MDJJ5/MsmXLGDp0KADdu3dn3rx5WK1W4uPjvTasaGlqnW5ySqvJKa0mu7Sa7JJqcstqyC6pf7/7s+q6pkcPAqycdDptQu2HqWoR8QWFdSIiIiIiIodIz549mTNnDgBOp5P//e9/PP/885x55ple7c4//3w++OADbrjhBsaNG8e//vUv1q1b57VundvtZsqUKfTs2bPBenZ/l5CQQJcuXbyO7ev1u3XrhtlsZs2aNXTo0MHTZufOnZSUlOw1KATo168fSUlJTJkyhXHjxnmtW7du3ToWL17M5MmTgfoNN7799ltef/31PfbZs2dPACoqKjzH/P396dq1617rOdxSCypZm17M+rRi1qeXsCOvnMLKWpp5aUAROUIprBMRERERETlIBQUFXHzxxVx11VX06dOH4OBgfv75Z/7zn/94Nk2YP38+RUVFXH311Q1Gp40ZM4apU6dyww03cMcddzB37lxGjx7N888/z6BBg8jJyeGpp55i06ZNLF68eI87wTZlX68fHBzMNddcw1133YXVauWYY44hLS2N++67jxNOOIETTzzR69xdu3axdu1ar2PdunVj6tSpDB8+nDFjxjBp0iTi4uL48ccfueuuuxg8eDC33347AAsWLCAxMZGOHTt6zp84cSLx8fGcfvrptGvXjqysLJ544gmio6MZPHjwft/7oVRYUcu6tGLWphWzLr0+nCus0CYXInLgFNaJiIiIiIgcJIfDwaBBg5gyZQo7duygrq6OhIQErr32Wh544AGgfgrqsGHDGp1GOmbMGP7zn/+wfv16+vTpwzfffMNTTz3FAw88QEpKCsHBwQwdOpRVq1bRu3fvA6pxf67/3//+l6effpr77ruPlJQU4uLiGD58OE8++WSDoPDOO+9s0N/y5cs56aSTWLVqFY8++iijRo2irKyM9u3bc8UVVzBp0iRsNhsAc+fObTAFdtiwYUybNo3XX3+dgoICoqKiGDx4MEuWLCEyMvKA7r85uN0Gv6YV82tqkSecSyus8lk9InJkMhnNvUd3C1JaWkpoaCglJSWedRdERERk/3S8/wtfl9BiJT999iG/hv49IyJHMqfTSWxsLF999ZVnt9qWps7lZuWOAr76LZtFv+eQX17j03q0Zp3IkU8j60RERERERMQnCgsLueOOOzjuuON8XYqX6joX323NY8HGbJZsyqWkqs7XJYnIUURhnYiIiIiIiPhETEwMDz74oK/LAKCixsk3m3NZsDGbpZtzqah1+bokETlKKawTERERERGRo1JVrYsvN2Tx1W9ZLN+WT43T7euSREQU1omIiIiIiMjRJaWggv+tTGHWz2mUVjt9XY6IiBeFdSIiIiIiInLEMwyDpVvymLkymWVb8zhyt1oUkdZOYZ2IiIiIiIgcsarrXMz6OY2p3+8iuaDS1+WIiOyVwjoRERERERE54hRX1jJzRQr/W5lMQUWtr8sREdlnCutERERERETkiJFRXMXb3+3k45/TqNSOriLSCimsExERERERkVavvMbJq99uZ+ryXdS6tKuriLReCutERERERESk1XK7DT5Zk85/FmwmX9NdReQIoLBOREREREREWqXVuwp5aM56NudU+LoUEZFmo7BOREREREREWpW0wkoen7+Rr3/P9XUpIiLNTmGdiIiIiIiItAoVNU5e+WYb73y/izqX4etyWp3MrZvI3LIJk9mCyWzGbLFgs9uxORwEBDmwBdX/GuBwYLH6+bpckaOWwjoRERERERFp0QzDYNaadJ758ncKKp2+LqfVSlm/lhWz3tuntlabjQBHMMHhkYTGxhEWG0dobBvCYuIIjYvDER6JyWQ6xBWLHJ0U1omIiIiIiEiLtSu/glve+5nfssp9XcpRxVlTQ3lNDeUF+WRt39Lgc6ufPyExsUS1a09sl27Edu5KbOeuBAQ5fFCtyJFFYZ2IiIiIiIi0SO+t3Mlj8zdR4/J1Ja1TTlYWK75bhslkwmyxULjp92br21lXS2FGGoUZaWz98Yf6gyYTYTFx9cFdl27Ede5KXNdE/GwBzXZdkaOBwjoRERERERFpUYorqrlx5kpWpFb6upRWbeOG9SycPw+7PRADg5DqckIP5QUNg+KcLIpzstiycjkAFj8/2nbvQYc+A+jQpz8xHTtr+qzIXiisExERERERkRZj8fpU7py1jtI6s69LOSIE2APp2r07AM6MZJwZFYf1+q66OlJ/W0/qb+tZ/v4MAkPDaN+7Lx371od3jvCIw1qPSGugsE5ERERERER8zuly88CHK5m1oQgDBXVHqsqSYjb/sIzNPywDoE3X7iQNOYXEwScruBP5g8I6ERERERER8ant2UVcM3UFyWUAmiJ5NMnavoWs7VtY+r+ptOvZm6Qhp9Bt0BDsjmBflybiMz79cUVGRgaXXXYZkZGR2O12jjnmGH7++WfP54Zh8NBDD9GmTRvsdjvDhg1j27ZtPqxYREREREREmtP0bzdy1n+//yOok6OVYbhJ27ieRW+9whvX/ZPZzzzKpu+X4qyr83VpIoedz0bWFRUVMWTIEIYOHcpXX31FdHQ027ZtIzw83NPmP//5Dy+99BIzZ86kU6dO/Pvf/2bEiBH8/vvvBARoNxkREREREZHWqqK6luunLuf7tGp8PI5EWhi3y8nOX35i5y8/YZ/5NscMHU7fM88iJCrG16WJHBY+C+ueeeYZEhISmD59uudYp06dPL83DIMXX3yRBx98kPPOOw+A//3vf8TGxjJnzhzGjRt32GsWERERERGRg7czK59/vr2CjEqLr0uRFq6qtITVcz/hp88/o8vAQfQfeQ7te/f1dVkih5TPfnwxb948jj32WC6++GJiYmLo378/b7/9tufzXbt2kZ2dzbBhwzzHQkNDGTRoECtXrmy0z5qaGkpLS71eIiIiIiIi0nIs+mkj57+8XEGd7BfD7Wb7TyuZ9fi/mHHXjaxd+AV11dW+LkvkkPBZWLdz505ef/11unXrxsKFC5k4cSK33norM2fOBCA7OxuA2NhYr/NiY2M9n/3d5MmTCQ0N9bwSEhIO7U2IiIiIiIjIPqmrc/LyrMXc9MlWSt3+vi5HWrGC9FSWTHudt2++itVzP1FoJ0ccn4V1brebAQMG8NRTT9G/f3+uu+46rr32Wt54440D7nPSpEmUlJR4Xmlpac1YsYiIiIiIiByIyqpqHp72OS/+XEGtSUGdNI+qslKWvz+Dt2+5mp/mfUpdjUI7OTL4LKxr06YNPXv29DrWo0cPUlNTAYiLiwMgJyfHq01OTo7ns7+z2WyEhIR4vURERERERMR3ikvLuOP1eXyw04rL5LNl0+UIVlVawnfvTeedW67h588/U2gnrZ7PwrohQ4awZcsWr2Nbt26lQ4cOQP1mE3FxcSxZssTzeWlpKT/++CODBw8+rLWKiIiIiIjI/svOK+Dal+ezMCcQw6QdX+XQqiwpZtm703jnlmv45cu5uJxOX5ckckB89rflHXfcwapVq3jqqafYvn0777//Pm+99RY33XQTACaTidtvv50nnniCefPmsWHDBi6//HLi4+M5//zzfVW2iIiIiIiI7IPtyWlc/srX/FQWAiaTr8uRo0hlSTHfznybmXffxI41q31djsh+89kY5OOOO47Zs2czadIkHnvsMTp16sSLL77IpZde6mlz7733UlFRwXXXXUdxcTEnnXQSCxYsICAgwFdli4iIiIiIyF6s+W0Lt7z/C5luLU0kvlOUlcGc/zxGhz79GTrhOiLbahNKaR18umDAOeecwznnnNPk5yaTiccee4zHHnvsMFYlIiIiIiIiB8IwDJatXstds7dQgII6aRlS1v/K/+65hWPPOZ8TxozDz6YBQNKyadEAEREREREROWhut5svvvmBuz79nQKCfV2OiBe3y8nquZ8w/c6JbPtppa/LEdkjhXUiIiIiIiJyUOrqnHw8/2se+WoHBeYwX5cj0qSy/DzmPfckX7z0LNXl5b4uR6RRCutERERERETkgDmdTt6f8xUvLMsg3xrl63JE9snmH5Yx856b2LV2ja9LEWlAYZ2IiIiIiIgcEJfLxSdfLOLNlRnk+sX5uhyR/VJeWMBnkx9m0duvUFdd7etyRDwU1omIiIiIiMh+c7vdzP16KfOXLKdzsBs/k9vXJYkckPWLFzDz3ptJ37zR16WIAArrREREREREZD8ZhsFX337P7AXfEBkeRlKkH2dHFhBgdvm6NJEDUpKTzcePTGL5+zNwu/XnWHxLYZ2IiIiIiIjsl29X/MSs+YsIDXEQHRkOQJR/HaOj8nFYnD6uTuTAGIab1XM/4dMn/01laYmvy5GjmMI6ERERERER2S+btu2krKKC8NAQr+OhVhfnRuUTbq3zUWUiBy/1t/W8O+l2snds83UpcpRSWCciIiIiIiL7Zey5Izm+X2+27kihssp7Yf5Ai5tzovKJ9a/xUXUiB68sP48PH76XDd987etS5CiksE5ERERERET2rqIAti4EICoijIn/vIQTj+3LzpR0ysorvJrazAajIgtob9MOm9J6uerq+PrNl/j6rZdxOTVaVA4fhXUiIiIiIiKyZ7WV8P4l8ME4+HkaACHBDq67dAxnnHQ8qZnZFJWUep1iNcGwiEK62St9UbFIs9mwZCEfPXw/FcVFvi5FjhIK60RERERERKRpbhd8ciVk/AyGG+bfAcv+A4A9IIArLjqXc844mZy8AnILCr1ONZvg1PBi+jjKfFG5SLPJ2r6FDx66h6LsTF+XIkcBhXUiIiIiIiLSQE1VJcu/nEXR/10OWxd4f/jtk/DlPeB24+/vx7hzRzLmrGGUlJaRmZ3boK/jQ8o4PqQEMA5P8SKHQElONh8+dC85O7f7uhQ5wimsExERERERES/Oujq+mfsupYufJXzX/MYbrX4LPr0anLVYLBbOHzGUyy48h9q6OpLTMzEM72Cuj6OCU8OKMSmwk1assqSYjx6dRPK6X3xdihzBrL4uQERERERERFoOt9vN9ws+Ie/HT7g0dNueG2/8DKqKYOy7mGwOhp00CEegnf998jk7UtLo0iEBk8nkad4tsIoAs5slReE4jcM7dqQ67TdKf/yU2pwduMoLib7gXwQmDvZ8Xvz9e1RsWo6rLA+T2Yp/XFfCTrkcW3z3JvssWfkxlVtXUleYjsnqj61tD8JPnYBfZDtPm8Ilb1Px2xJMfgGEnXoFjl5DPZ9VbP6eit+WEHPRw4fmpuWQqKuuYvYzjzFy4m30OHno3k8Q2U8aWSciIiIiIiIevy7/mo3fzGJM6HosuPd+ws5vYeZoqCjAZDIxeGBfrr/sYkKDHWzZkYzb7d1HQkANoyILsJn2oe9mZNRW4xfTmYjhNzT6uV9EWyKG30Cbq14l9tL/YA2NJeejf+OqLGmyz+q03wgecDZxlz1H7NjHweUk5+N/466t3wW3cvuPVGxaRswljxN+2pUULnjZ05+7poLi7/5HxJkTm/9m5ZBzu5x8+eoL/Pz5Z74uRY5ACutEREREREQEgJ2b1rJiwcdcGLKOIKr2/cTMX2DaCChOBaBfr+7cdMU44mOj2bR9F06Xy6t5rH8d50TlE2h2NdbbIWHvcizhp/yTwMQTG/08qOdp2Dv2wy8sDv/oDoSffg1GbSW1ubua7DP2ksdwHDMM/+gO+Md0JvLsO3CV5lGbU7+mWV1BGgEJx2Br042gnqdi8g/EWZIDQNG30wnufxbWkJjmv1k5PAyDZe9OY9VnH/m6EjnCKKwTERERERERCnIy+Gb2/3GK6SfamPIPoINtMHUE5PwOQGLnDtw8YRxdOySwedsuamvrvJqH+zk5NyqfUGtdY735lOGqo2ztAky2IPxjOu3zee6aCgDMAQ4A/KM7UZu9HVd1OTXZ2zGcNVjD46lO30htzg6CB44+JPXL4fXDR//HTxphJ81Ia9aJiIiIiIgc5aoqyln0yQzaFKykb3DqgXdUlgnTR8E/Pob2g2jftg03XzmOqR/MZv2mrXTp2B57gM3T3GF1MTqygIWFEeTV+TfDnRycyu2ryZ/3H4y6GiyOcGLHPo4lMHSfzjUMN0VL3sbWtif+0R0BsHceSFCv08ieeQcmqz9RZ9+B2c9G4cLXiDz7Dsp+/ZKyX+ZjsYcQMeJm/KM7HMK7k0Ppu3enYbH6MWCUAlg5eBpZJyIiIiIichRzuVx8N/9Dijb/wJnBWw++w+pi+N95sHUhALFRkUy8/BKO738M25NTKa+o9GoeYHFzVmQBbW3VB3/tgxTQvg9trnyJuMueJaDTQPLmPoOronifzi38+nVq81KIOvder+NhJ11K2+vfJv7qVwlMPJGSlbMI6NgPk9lCycqPiLv0Pzj6nEnBFy8cgjuSw+nbmW+xfvECX5chRwCFdSIiIiIiIkexX5YvZN3KRVwYtRU/mmlKqrMKPvwHrH0fgPDQEK6/9CKGDj6W5PRMSkrLvJr7mQ1GRBTS2V7ZWG+Hjdk/AL/weGxtk4g66zZMZjPl67/e63mFi16nasdPxI5/CmtIVJPt6grSqPj9W8JOvozq1A0EtOuNJTCUwKSTqc3ZgbvGt/cvB8kwWPTOq/y2dLGvK5FWTmGdiIiIiIjIUWrX5nX8sOBTTgtJJ9bIa97O3U6YcyP88BIAQYF2rrzkfM4aehKZOXnkFxZ7NTebYGhYMT2Dypu3joNhGBiupgNMwzAoXPQ6lVtXEjvuSfzC4vbYtmDhq4Sffg1mfzsYbgy3s/7D3b8ah3eHXDkEDIOv33iJTT8s83Ul0ooprBMRERERETkKlZcUsWzeB0Q6szjWvPEQXcWARf+Grx8Ew8Bm8+cf54/igpGnU1BUTHau90YWJhOcGFrKwODSZq/EXVtFbc5OanN2AuAsyaE2ZyfO0lzctdUULZtJTcZmnCW51GRvJ//LF3GWFRDY/SRPHzkfPkDpms897wsXvU75xqVEjb4Hs38grvIiXOVFuOtqGly/fN1CLPYQArsOAsDWtgfVKeupydhM6U9z8Yts79mYQlo3w3Cz4NUppP623telSCulDSZERERERESOMm63m+8XfEJuyiZuiP0Ns9s4tBdc8TJUFMC5L2O1Wrlw1BkE2e3M+mIRqRnZJMTHYjKZPM37B5djN7v5oSQUA9MeOt53tdnbyPngAc/7om/eASCo9xlEjriJusJ08uYswVVVisUegn9cN+IufcZr04e6omxsVX8GieW/fglAzgeTvK4VedbtOI4Z5nnvqiiiZOXHxF32rOeYLb47IcdfQO4nj2IODCXq7Dua5T6lZXC7nHz+wlOMf+I5IuLb+bocaWU0sk5EREREpBWbMGECJpMJk8mEn58fnTp14t5776W62nuxfpPJxJw5c7yOzZ8/n1NPPZXg4GACAwM57rjjmDFjxl6vedppp3muabPZaNu2LaNHj+azzz5r0HZ3u7+/Pvzwwyb779ixIy+++GKD4yNGjMBisfDTTz81+Ryefvppr+Nz5szxCoGWLl3aZE3Z2dkAPPLII/Tr189zziOPPOJpY7FYSEhI4LrrrqOwsLBBHStWrOCss84iPDycgIAAjjnmGF544QVcLleDtlVVVQQFBbF9+3ZmzJjhuYbZbKZNmzaMHTuW1FTvnVlPO+00br/99iaf3b76fc0PrF+1lHNjMwlxlxx0f/tk3fvw0aVQV4XZbGbk0CFMuORcTCbYmZqOYXgHhklBlZwRXoSF5gkSA9r3ocN98xu8os6u36k15oJ/0e6m/9Hh7jm0u+l/xIz5N7Y2iV59tJs4jbCTLvW8b6y/DvfN9wrqACxB4bSbOA1rcKTX8bAh40m47QPaXvsGtvjuzXKf0nJUV5Qz+5lHqSpr/pGicmRTWCciIiIi0sqNHDmSrKwsdu7cyZQpU3jzzTd5+OGH93jOyy+/zHnnnceQIUP48ccfWb9+PePGjeOGG27g7rvv3us1r732WrKystixYweffvopPXv2ZNy4cVx33XUN2k6fPp2srCyv1/nnn79f95iamsqKFSu4+eabmTZtWqNtAgICeOaZZygqKtprf1u2bGlQU0xMTJPte/XqRVZWFqmpqUyfPp0FCxYwceJErzazZ8/m1FNPpV27dnz77bds3ryZ2267jSeeeIJx48Y1CKMWLVpEhw4d6Nq1KwAhISFkZWWRkZHBp59+ypYtW7j44ov3ei/7qyAngx++mkWngBKS3M2w++v+2LoA/nc+VBVhMpk4ZdBArv3HGByBgWzdmYLb7b1mW0d7NSMiC/AzaS03aZ2Ks7OY+9yTuJzNtHmLHBUU1omIiIiItHI2m424uDgSEhI4//zzGTZsGIsWLWqyfVpaGnfddRe33347Tz31FD179qRr167cddddPPvsszz//PP8+OOPe7xmYGAgcXFxtGvXjhNOOIFnnnmGN998k7fffpvFi713QgwLCyMuLs7rFRAQsF/3OH36dM455xwmTpzIBx98QFVVVYM2w4YNIy4ujsmTJ++1v5iYmAY1mc1Nf3tktVqJi4ujbdu2DBs2jIsvvtjrGVdUVHDttddy7rnn8tZbb9GvXz86duzINddcw8yZM/nkk0/4+OOPvfqcO3cu5557rue9yWQiLi6ONm3acOKJJ3L11VezevVqSkubb1ROXW0tyz7/gOLcDM60H6p16vYibRVMPwtKMwE4tk9PJl5+CTGREWzevqvBKMR4Wy3nROVjNzccnSjSGmRs3sjXb7zk6zKkFVFYJyIiIiJyBPntt99YsWIF/v7+Tbb55JNPqKura3QE3fXXX4/D4eCDDz7Y72tfccUVhIeHNzod9mAYhsH06dO57LLLSEpKomvXrnzyyScN2lksFp566ilefvll0tPTm7WGv0pOTmbhwoVez/jrr7+moKCg0Wc6evRoEhMTvZ6p2+1m/vz5nHfeeY1eIzc3l9mzZ2OxWLBYLM1W+6/ff83W9asZ1qaUUHfDabyHTe7vMHUE5G8HoGe3ztw8YRwdE+LZvH0XdXVOr+aRfk5GR+UTbHE21ptIi/f78m9Z9WnT0/9F/kphnYiIiIhIKzd//nwcDodnjbTc3FzuueeeJttv3bqV0NBQ2rRp0+Azf39/OnfuzNat+z890mw2k5iYSHJystfx8ePH43A4vF5/X4ttTxYvXkxlZSUjRowA4LLLLmPq1KmNtr3gggvo16/fXqcBt2vXzqueXr167bH9hg0bcDgc2O12OnXqxMaNG7nvvvs8n+9+Xj169Gj0/KSkJK9numrVKgAGDRrkOVZSUoLD4SAoKIjY2Fi+/fZbbrrpJoKCgvZY277KzUhh9TefExfiR9+6X5qlz4NSkgrTRkBGfS2d2rfl5gnj6dGtM1t27KK6ptareYjVxeiofCKtmk4ordMPs95j5y8N19wU+TvtBisiIiIi0soNHTqU119/nYqKCqZMmYLVamXMmDE+qcUwDK8NHQCmTJnCsGHeC+7Hx8fvc5/Tpk1j7NixWK31376MHz+ee+65hx07dtClS5cG7Z955hlOP/30Pa69t3z5coKDgz3v/fz89lhD9+7dmTdvHtXV1bz77rusXbuWW265pUG7v69L15S5c+dyzjnneE29DQ4O5pdffqGuro6vvvqK9957jyeffHKf+tsbl8vFiq9nU1ZcyPlttmOtayEj1CrzYeZoGPsudBlKfGw0N10xjqkfzuaXDb/TqUM7gux2T/NAi5uzo/L5ujCC7FqbDwsXOQCGwVevTeHy/7xEcESUr6uRFkwj60REREREWrmgoCC6du1K3759mTZtGj/++GOTI88AEhMTKSkpITMzs8FntbW17Nixg8TExEbO3DOXy8W2bdvo1KmT1/G4uDi6du3q9dodvO1NYWEhs2fP5rXXXsNqtWK1Wmnbti1Op7PJjSZOOeUURowYwaRJk5rst1OnTl71dOjQYY91+Pv707VrV3r37s3TTz+NxWLh0Ucf9Xy++3lt2rSp0fM3bdrk9UznzZvntV4d1I9M7Nq1Kz169ODOO+/khBNOaLCJxYHasnYVW9et5rg20K5uZ7P02Wxqy+H9S+C3TwGIDA9l4j8v5qTjB7AzJZ3S8gqv5v5mg1GRBXQIaLhuoUhLV11Wyhf/fRa3W2swStMU1omIiIiIHEHMZjMPPPAADz74YKObMACMGTMGPz8/nn/++QafvfHGG1RUVDB+/Pj9vvbMmTMpKipq1lF97733Hu3atWPdunWsXbvW83r++eeZMWNGg80Idnv66af5/PPPWblyZbPV8lcPPvggzz33nCfwPPPMM4mIiGj0mc6bN49t27Z5num2bdtISUlh+PDhe7zG/fffz0cffcQvvxzclNWKshJWLpqLv9XEYNeheR4HzVULn14DP74FQLAjiGvGX8CZJw8mLTObwuISr+YWE5wRXkT3wIrGehNp0TI2b2TFx+/7ugxpwXwW1j3yyCOYTCavV1JSkufz6upqbrrpJiIjI3E4HIwZM4acnBxflSsiIiIi0mpcfPHFWCwWXn311UY/b9++Pf/5z3948cUX+de//sXmzZvZsWMHL7zwAvfeey933XWX11pqjamsrCQ7O5v09HRWrVrFfffdxw033MDEiRMZOnSoV9vi4mKys7O9XhUV+xayTJ06lYsuuojevXt7va6++mry8/NZsGBBo+cdc8wxXHrppbz0UuM7MObm5jaoqa5u39dCGzx4MH369OGpp54C6kc3vvnmm8ydO5frrruO9evXk5yczNSpU5kwYQIXXXQRl1xyCVA/BXbYsGEEBgbu8RoJCQlccMEFPPTQQ/tcV2N+XvYVOWk7OTmqiCB32UH1dUgZbvjqHvimfupvgM3G5ReN5tzhp5KbX0hufoFXc7MJTg4roZ+jBd+TSBNWz5lFyoa1vi5DWiifjqzr1asXWVlZntf333/v+eyOO+7g888/Z9asWSxbtozMzEwuvPBCH1YrIiIiItI6WK1Wbr75Zv7zn/80GYrdfvvtzJ49m+XLl3PsscfSu3dv3n//fV5//XWee+65vV7j7bffpk2bNnTp0oULL7yQ33//nY8++ojXXnutQdsrr7ySNm3aeL1efvnlJvt2u91YrVbWrFnDunXrGh2pFxoayhlnnLHH6b6PPfYYbre70c+6d+/eoKY1a9bs9b7/6o477uCdd94hLS0NgIsuuohvv/2W1NRUTj75ZLp3786UKVP417/+xYcffuhZy2/u3LkNpsDu6RpffPEFq1evBv58NvsqY9dW1v6wmNjocI6p+Xm/7s9nvvsPfH47uN34+VkZO3oEY0ePoKSsgozs3AbNjw0p44SQEmDf1gsUaQkMw81XrzxPRXGRr0uRFshk7OsKqM3skUceYc6cOaxdu7bBZyUlJURHR/P+++9z0UUXAbB582Z69OjBypUrOeGEE/bpGqWlpYSGhlJSUkJISEhzli8iInLU6Hj/F74uocVKfvrsQ34N/XtGjjYul4uQkBBmzpzp+V7gSJKfn0+bNm1IT08nNjZ2v89PSkrimmuu2ePmGbu5nE4+m/o8Ozb+wrnxefSs3r8w0ud6nAtj3gGrDcMw+HbFT3ww9yvcboOOCfENNjLZUWlnWXEYbkxNdHhkWDnpdNqE2vfeEPjm64XM+2QW3bp3B8CZkYwzI+VQlif7qUOf/ox54LEGf57l6ObTkXXbtm0jPj6ezp07c+mll3q2b1+zZg11dXVeO0YlJSXRvn37Pa45UVNTQ2lpqddLRERERERah/T0dJ555hlcLhcnnXSSr8s5JAoLC3nhhRf2O6jLzc1l5syZbNmyhTPOOGOfztm6fjW7Nq2jY3wMidXrDqRc39o0D94dAzVlmEwmTh9yPNeMvxCbzZ9tu1Ib7LzbJbCKMyMKsZoaH00p0hKlrP+VDUsW+roMaWH2ffx0Mxs0aBAzZsyge/fuZGVl8eijj3LyySfz22+/kZ2djb+/P2FhYV7nxMbGkp2d3WSfkydP9tqRSUREREREWo9+/foRGRnJ//3f/xEXF+frcg6JxMTEA9ppd+TIkRQVFfHSSy/Rv3//vbavqa7ip6VfYbZYGGCsw4rzQMr1veTlMONsuPRTcEQzqP8x2ANsTP94Lpu37yKxc0cslj/HoLQLqOGsyAIWFkZQ47b4sHCRfffde9PpPOA4HBGRvi5FWgifhXWjRo3y/L5Pnz4MGjSIDh068PHHH2O379uQ3r+bNGkSd955p+d9aWkpCQkJB12riIiIiIgcevn5+b4uocXa3x1hN/2ygoxdW+jWPpYuFa18OYOsdTDtTPjnbAjvSJ8eidx0xVje+WA2m7fvonuXDl7r+MX41zE6soAFhRGUu3z2La/IPquprGDJtNc57+4HfV2KtBA+nQb7V2FhYSQmJrJ9+3bi4uKora2luLjYq01OTs4ef8Jms9kICQnxeomIiIiIiBxNKsvL+HnZVwQEBtHXuRYLLl+XdPAKd8LUMyF7AwBdO7bn5gnjSOzcgc3bd1FTW+vVPMzPyeiofMKs+77Dr4gvbf9pFVtXfb/3hnJUaDFhXXl5OTt27KBNmzYMHDgQPz8/lixZ4vl8y5YtpKamMnjwYB9WKSIiIiIi0rL9vuZ7cjNSaBcTSaea331dTvMpz4HpZ0PyDwC0axPLTRPG0rdnd7btSKGyqtqreZDFzTlR+cT41TbWm0iLs2TaG1SXl/u6DGkBfBbW3X333Sxbtozk5GRWrFjBBRdcgMViYfz48YSGhnL11Vdz55138u2337JmzRquvPJKBg8evM87wYqIiIiIiBxtKspK+GX51wQGh5Lk/K31rlXXlJoSePdC2DQfgJjICG68YiwnDOzDzpQ0yisqvZoHmA3OiiwgwVbdWG8iLUplSTHL3p3q6zKkBfBZWJeens748ePp3r07l1xyCZGRkaxatYro6GgApkyZwjnnnMOYMWM45ZRTiIuL47PPPvNVuSIiIiIiIi3e7z9/T35WGjExsXSrXuvrcg4NZzV8fDn88j8AQoMdXHfpRQwdcjwp6ZkUl5R5NbeaDYZHFNLVXtlYbyItym/fLiL1t/W+LkN8zGerbX744Yd7/DwgIIBXX32VV1999TBVJCIiIiIi0npVV1awbuU3BIaE0dW5mQCjytclHTqGC+bdAhV5cPJdBNoDuPLi8wgMCGDB0h+oczmJjgj3NDeb4NSwYgLMbn6rcPiwcJG9+3bmW/zzmf9iNmtH46NVi1mzTkRERERERA7ctg0/k5+dRkR0HN2r1vi6nMNjyWOwYBIYBv7+fvzj/FGMOWsYRcWlZOXkeTU1meCE0FKOCy71UbEi+yY/NZnfvlnk6zLEhxTWiYiIiIiItHLOujrWr/oWq5+NDkYaoe4iX5d0+Kx6DT67Dlx1WCwWLhh5OpdecBbVNTWkZGRhGIZX877B5ZwcVoQJo4kORXzvh4/fpaZSU7ePVgrrREREREREWrnkLevJSN5GZFw7ulf94utyDr8NH8MH46C2ApPJxJmnDOaqsedjMZvZmZreILDrHljFsIhCLCa3jwoW2bPKkmJWz53l6zLERxTWiYiIiIiItGKGYbD+x6UYbjcRfrXEOlN9XZJvbF8MM8+FykJMJhNDjuvPdZeOITgokC07knG7vYO5DgE1jIooxF+BnbRQv3w1j/LCAl+XIT6gsE5ERERERKQVy0zeRvKWDUTExtO5ZiMmXxfkSxk/w7SRUJIOwIDePbjx8rHEx0azefsunC6XV/M4Wy3nROUTaHY11puITzlralj5yQe+LkN8QGGdiIiIiIhIK7bx5++pqawgyBFCp5rffV2O7+VvgalnQt4WAJK6duKmK8bSuUM7Nm/bRW1dnVfzCD8no6PyCbE4fVGtyB79tnQRhZnpvi5DDjOFdSIiIiIiIq1UWXEh29b/RGhkDDHOdBzuEl+X1DKUZsC0EZD2EwAd2sVz84Tx9E7qwpYdyVTX1Hg1D7a6GB2VT5RfrS+qFWmS2+Xix9kf+7oMOcwU1omIiIiIiLRSuzavp7S4gJDwKDrXbPR1OS1LVRH871zYthiAuOhIbrx8LMf17cW2XamU/22nTbvFzVmRBcT71zTWm4jPbP7hO0rz83xdhhxGCutERERERERaIcMw2PzrSqx+/vibXSTUbPV1SS1PXWX9LrHr60cmRYSFcsNlF3PKoIEkp2ZSUlbu1dzfbDAisoBOAVW+qFakUW6XkzXzZ/u6DDmMFNaJiIiIiIi0QjnpyWTs2kpYVCwJNdvwo27vJx2N3HXw2XWw8jUAHEGBXD3ufEaceiIZWTkUFBV7NbeY4PTwInoEVvigWJHGbfjma6rKSn1dhhwmCutERERERERaoZ2b1lJVWUagI4T2tS1nVJ3LbfDvb6rp9N8y7E+W0uWlMh5fVoNhGE2ek1Xm5h+fVpL4cjnmR0u5fUF1gzaLdjhJfLmckMml/HN2FbWuP/srqTZIfLmclGJ3E1cwYOEkWPwIAAE2G/8cczbnjxhKfkEROXkFXq1NJhgSVkJ/R9l+37/IoVBXU82vC+b7ugw5TBTWiYiIiIiItDJ1tTVs+mUFgcFhWHESW5fq65I8nvmhltd/ruOVUQFsusnBM8MC+M+KGl5e3fTmDTUuiA408+Ap/vSNa/htqtsw+MdnVdxwrB8rrw7i50wXb635cyTh/YurueFYPzqE7eVb3O+nwNybwe3CarVy0dnDGXfeSMorKknLzG7QfGBIGSeGFmOi6aBR5HD5deF86moaBtly5FFYJyIiIiIi0sqkbv+dguwMwqNiaVOXjBWnr0vyWJHm4rzuVs5O9KNjmJmLevpxZhcrqzOaGvUGHcPM/HdUAJf39SfUZmrweX6lQX6lwY3H+dMrxsK5iVY25bn+uJ6TnzJd3DbIf98K/PX/4KN/Ql01ZrOZs04/mSsuPhfDMNiZmt5gBGDPoEqGhhdhVmAnPlZdVsqGJQt9XYYcBgrrREREREREWpldm9bjcjnx87fRtnaHr8vxcmKChSW7nGwtqA/T1mW7+D7Vxaiu1gPuMzrQRBuHia93OKmsM1ie6qJPrIU6l8HEL6p58xw7FnPDkK9JW76Ady+E6hJMJhOnDT6Wa8ZfiD3AxrZdKbjd3sFiZ3s1IyIL8DM1HTiKHA5rvpyH4dafwyOdwjoREREREZFWpK62hp2b1uIICQfDIL52l69L8nL/Sf6M6+1H0isV+D1eSv83K7h9kD+X9vE74D5NJhMfX2zn8e9q6PVaOf3jzFzV34+nv69laEcrAVYYMq2C7q+U88oeptt6SfkBpp8FZTkAHN+vNxP/eQnREeFs2ZGMy+UdiLS11XJ2ZAEBZtcB34fIwSrNyyFlw1pflyGHmMI6ERERERGRViQrZTslBbkEh0cS5czEblT6uiQvH2908t6GOt4fY+eX64KYeX4Az62sZebafQzRmnBSeys/Xetg123BvHq2nV3Fbv63vo4nTrfxz9lVXDfAj+VXBvLYshrW5+xjoJbzG0wdDgX1oxN7d+/KTVeMo0PbNmzavpM6p/f04ij/OkZH5eOwtJxpx3L02fDtIl+XIIeYwjoREREREZFWJH3nFpx1tfjbAlrcFFiAexZVc/8QG+N6+3FMrIV/9vXnjhP8mfz9wYV1f3f9/GqeP9OG24Bfs91c3MuPmCAzp3a0sCx5P0a/FafAtBGQuRaAzh3acdOEcfTo2okt23dRU+tdd6jVxblR+YRb6xrpTOTQ2/HTSqrKSn1dhhxCCutERERERERaCbfbzfaNvxAQ5AAgvi7ZtwU1orIO/r58nMUE7mbcn2HqL7VE2E2c292P3bNV61x//uoy9vNiFXkw4xzYuQyAtnEx3HTFOPr3TmLrjhQqq7x34Ay0uDknKp9Y/5qDvRWR/eZyOvn9u299XYYcQgrrREREREREWom8zFQKsjMICYvC311FmCvP1yU1MDrRypPLa/hiax3JxW5mb6rjhVW1XJD05wYTkxZXc/nsKq/z1ma7WJvtorzWIK/SzdpsF7/nNRwhl1vh5onlNbw8KgCAcLuJHlFmXlxVy8o0J0t2ORmScACbWdSWwXsXw+9zAYiKCGPiPy/hxGP7sjMlnbLyCq/mNrPBqMgC2tuqG+tN5JD67duvfV2CHEIHvh2PiIiIiIiIHFYZu7ZSXVlOTLuOxNRuZz/2Pz1sXh4VwL+/reHGL6vJrTCIDzZx/UA/HjrV5mmTVW6QWuK9gUP/N/8Mw9ZkuXl/g5MOoSaSbw/2anfbgmruGmwjPvjPsSczzrdzxZwqXlpdyz0n2jiureXAinfVwKwJcNZzcNzVhAQ7uO7SMQTZ7SxZsZr42GjCQ0M8za0mGBZRyPfFYWytCjywa4ocgPy0FLK2baFNt+6+LkUOAYV1IiIiIiIircSuzeuw+tswmUzEOtN8XU6jgm0mXhwZwIsjA5psM+N8e4NjxsMhjbRs6IMxDUOx49ta2HSTY9+L3BPDDV/cWT819rT7sQcEcMXF52K32/jq2x+oczqJiYzwNDeb4JTwYgIsLtaXB++hY5HmteGbhQrrjlCaBisiIiIiItIKVJaXkp26E0doOAC/2U/gu+Bz2RQwkHxrHG59e9e8lk6GL+4Gtxs/Pyvjzh3JRWcPo6S0jIzs3AbNjw8p4/iQEqAZF+cT2YOtP/6A27Ufm6lIq6GRdSIiIiIiIq1AbkYKFWUlxLXvDECNOZB0/26k+3cDwGLUEeXMIrounWhnBlF1WfihHUsPyk9vQ2U+XPAWFqs/5505FEdgIB/OW0hyeiYd2rbBZPpzMnIfRwV2s5vvisMwWuQkZTmS1FRUkLZxAx369PN1KdLMFNaJiIiIiIg0o9LaUkL8921K5/7IzUjB5azD6uff6Ocukx85fu3J8WsPgMlwE+7KJbougxhnOtF1GQQYVY2eK3uwcTZUFcHY9zDZHAw7+QSCAu3879P5bE9Oo2vHBK/ArltgFQFmN0uKwnEaGu0oh9a2n1YqrDsCKawTERERERFpRtd+fS15lXn0j+nPgNgBDIgZQPeI7phNBxfc1NXWYPW3kbJ1AxaLH3ZHCEHBodjsgV5h0W6GyUyhNY5CaxxbGAhAsKuQmLp0op2ZRNelE+wuOaiajho7l8LMc+DSTyAoisED+2IPCGDGrLls2ZFMYucOmM1/fn0TAmoYFVnA1wWR1Ciwk0Nox5ofOeOqGxr9O0BaL4V1IiIiIiIizaTKWcXWwq04DSdfp3zN1ylfA+Dwc9A3uq8nvDsm+hhsFtteevN2/Onn0KFbL3IzU8lK2U7Gri0U52dTU12FyWTC7ggh0BGCPSjYKzj6qzJLBGWWCHbQBwC7u5zougyi/xh5F+bKx6w11xqX+StMGwGXfQbhHejXqzs32sfyzgefsWn7Lrp36YjV8ucutLH+dZwTlc9XBZFUug9wd1qRvSgvyCdnxzbiuib6uhRpRgrrREREREREDkJJWQlZuVm0jWvLlrItOA1ngzbldeX8kPkDP2T+AICf2Y9ekb3oH9ufgTED6RfTj1Bb6B6v4+dvo12XJNp1SYKTz6SutpaCnHTyMtPITttF6vbfKSsuoCArDQMICAwi0BFKYHAIFkvj3/pVmR2k2rqTaqvfUdLPXUOUM5NoZwYxdelEOHOw0vB+jloF2/8M7GJ7kti5A7dcOZ633vuUzdt2kdi5A/7+fp7m4X5Ozo3K56vCCEqcfnvoWOTAbftppcK6I8w+h3UrVqzYp3YnnnjiARcjIiIiIiLS2vxvzv/45bdfCAkOoaRtCfuyKWudu461eWtZm7eW6UzHhIkuYV0YGDuQ/jH9GRg7kLiguD324efvT1xCZ+ISOnPMoFNxuVwU52eTl5lKbkYqqds3UpiXTVFeFobbwC8ggCBHCIHBYfj5N77uXZ3ZRpZ/J7L8OwFgNpxEOHP+CO8yiHZm4G/U7PczOqKUZcH0UfCPj6D9CSTEx3HzleOY+sFs1m/aSpeO7bEH/Dlq0mF1MToqn4UFkeTVNf7cRQ7G9p9WcfL4K3xdhjSjfQ7rLr300r22MZlM7Ny586AKEhERERERaS2qqqvYmboTu92O2WxmZ8VOCN7/fgwMthdvZ3vxdj7a8hEA8UHx9I/tz4CY+qmzXcK67HFdKovFQmRsWyJj25LUfzCGYVBWVEBeViq5mamk7dhMXmYKOek7cTnrsFj9CAoOJdARin+AvdG+3SYr+X5tyfdryyY7YBiEuvKJcWZ4dp0Ncpfv/w23dtXF8L/z4eIZ0H0ksVGR3HjFWKZ9NIcff91Ap4S2OIICPc0DzAZnRRawuCicjJoAX1UtR6jCjDQKMzOIiG/r61KkmexzWLdr165DWYeIiIiIiEirk5mbSWlFKfEx8dgD7LhsrubruyKTzJ2ZfLHzCwDCbGH0i+lXH97FDqBnZE/8zE1PrTSZTIRERBESEUWXXgMYPBwqy0vJz0ojNzOVjF3byErZRmFOJrW11ZjN5vpNKxyhBAQ5Gg8GTSZKrNGUWKPZFtAPgCBXCdHODM+usyGuQo6Kpe6dVfDRpTD6Jeh/KWEhwVx/6UUEBthYumoN7drEEhbyZ3LrZzYYEVHI0uIwdlYF7qFjkf2X+ts6hXVHEK1ZJyIiIiIicoAycjKoqakhwBaAGzflpkM3yqy4ppilaUtZmrYUALvVTu+o3p6Rd/1i+hHot+cQKNARQvtuvWjfrRfHnjqK2ppq8rPSyMtKIzt1J2k7NlFalE9uZjJgxh7kIDA4hMCgEMyWxjdJqLCEUmEJJdnWEwB/d9VfwrsMwp05WHA323NoUdxOmHsjVOTBSbcTFGjnykvOJ9BuZ+GyFTidLqIiwjzNzSYYGlZMgNnN7xUO39UtR5z0Tb/R78yzfF2GNJMDCuvS0tK49dZb+f777yksLPT6zOVqvp8kiYiIiIiItGSpmamYTCZMJhNlpjLcpsMXSlU5q/gp+yd+yv4JAIvJQmJ4IgNjBzIgdgD9Y/oTZY/aYx/+tgDiO3YjvmM3+g4+HZfTSWFuJnmZqWSnJ5O2/XeKC3IpzM7EMAz87XbP1FmrX+Oj+mrNdjL8u5Lh37W+LqOOSGfWH2vepRNVl4Ufdc37MHxt8cNQmQ/DH8dm8+cf548i0B7A3K+X4nQ6iYv58+tgMsGJoaXYzW7WlIX4sGg5kmRs3ujrEqQZHVBYd+2119KuXTu+//57Bg0axOrVq3n88cc56aSTmrs+ERERERGRFislM4VAe/1otlJTqU9rcRkuNhVuYlPhJt7d9C4AHUI6MCBmgGfTivYh7ffYh8VqJTq+PdHx7el57EkYhkFxQS75mankZKSQtmMTBdnpZKVsx+12YvWz1Yd3waH42xpfi81l8iPXrz25fvXXNhluwl25RP+xYUV0XQZ2o7J5H4YvrHgZKvLh3FewWq1cOOoMgux2Zn2xiNSMbBLiY72mFvcPLsdudvNDSSjG0TFxWA6h8sICirOzCItr4+tSpBkcUFi3evVq5s6di81Wv8NNYmIir7/+On379uX666/f7/6efvppJk2axG233caLL74IQHV1NXfddRcffvghNTU1jBgxgtdee43Y2NgDKVlERERERKRZVddUk1eYhz3ADkCp2bdhXWNSSlNIKU1h9vbZAETZozzBXf+Y/nQP747F3Pj0Vqhf9y48KpbwqFi69TkOwzCoKCshLzOFvMw00nduITttJ/mZqdTV1WKxWOvXvQsOwWYPanTdO8NkptAaR6E1ji0MBCDYVegJ72LqMgh2Fx+S53HIrfsAKgvh4hmY/QMZOXQIQUF23pv9JTtT0+ncvp3XM0kKqiTA7ObbonBcCuzkIKVv+k1h3RHigMI6u91OXV0dNpuN6OhoduzYQUREBHl5efvd108//cSbb75Jnz59vI7fcccdfPHFF8yaNYvQ0FBuvvlmLrzwQn744YcDKVlERERERKRZFRQXUFVdRWRYJOD7kXX7Ir8qn0Upi1iUsgiAIL8g+kb39Wxa0Se6DzaLrcnzTSYTjpAwHCFhdErqy/Gnn0NNVSV5mankZaWRlbKd9J1bKM7Ppaa6EpPJhD0omMDgUOxBwZjN5kb7LbNEUGaJYCfHABDgLveseRddl0GYKw8zRvM/kENh20L4v/PhHx9hsodzyqCBBNrtzJw1j607U+jWqb3Xc+hor2aEuYBFhRHUGY0/H5F9kb5pI72HDvd1GdIMDiisGzNmDF9++SWXXHIJEyZM4NRTT8Xf359zzz13v/opLy/n0ksv5e233+aJJ57wHC8pKWHq1Km8//77nH766QBMnz6dHj16sGrVKk444YRG+6upqaGmpsbzvrS05f/PUkREREREWqeC4gIqqytpF9AOaJkj6/amoq6CFZkrWJG5AgA/sx89I3t6wrv+Mf0JtYXusQ+bPZB2XZJo1yWJ/icNp662loKcDPKz0sj6y6YVBVlpGEBAYBCBjlACg0OwWBr/lrTa7CDN1p00W3cArO4aop2Znmmzkc5srDib9Vk0q7QfYdoo+OdnEBLPsX16EmgPYNqHs9myI5nEzh2w/GXDjnhbLedE5bOgIJIqd9MjHUX2JH3zb74uQZrJAYV1L730kuf3//rXvzjppJMoLy9n5MiR+9XPTTfdxNlnn82wYcO8wro1a9ZQV1fHsGHDPMeSkpJo3749K1eubDKsmzx5Mo8++uh+3o2IiIiIiMj+KygqwDAMT+jSGkbW7U2du451eetYl7eO6RunY8JEl7Au9evexfZnYMxA2jj2PM3Oz9+fuIROxCV0ovfxp+B2uynKyyYvM4XcjFRSt2+kMC+b4rxs3G43fgEBBDlCCAwOxc+/8VF9TrONLP9OZPl3AsBsuIhwZnumzUY5M7EZ1c3+PA5K3iaYeib8czZEdaNnt87cPGE8b73/CZu37yKxc0f8/P78ljzSz8noqHy+KoikzHVA36rLUa4kJ5vywgIcEZG+LkUOUrOMsT311FM5++yzvX4ysDcffvghv/zyC5MnT27wWXZ2Nv7+/oSFhXkdj42NJTs7u8k+J02aRElJieeVlpa2z/WIiIiIiLRW2dnZ3HLLLXTu3BmbzUZCQgKjR49myZIlQP3UxTlz5jQ4b8KECZx//vme96eddppnZ9OAgAASExOZPHkyhvHn9MPk5GRMJhNr167lkUce8bRv6tXYdSZMmODVJjIykpEjR7J+/fpG7+/666/HYrEwa9asJp/Bo48+ymWXXQZAx44dPX0HBQUxYMAAr3P/WrfFYiEhIYHrrruOwsLCvT7rv8ovysf0xzpjVVRRZzrCdjgFDAy2F2/n460fM2n5JM789EzO/ORM7vvuPj7e8jHbirZ5/flojNlsJjI2nqT+gznlnLFcetujTLh7Mhddfy9Dz7+UDl174Xa7yElPJmXrBtJ3bqYwN4uaqsom+3abLOT7tWWT/XiWhVzAp+E38kXoFawOOoNk/yQqzMGH4nHsv5I0mDYCMtYA0DEhnpsnjKdHt85s3rGL6ppar+YhVhejo/KJtB55f5bk8MhN3unrEqQZHFBc361bt0YXCgXYunXrXs9PS0vjtttuY9GiRQQENL5j0IGw2WyeTS9ERERERI4GycnJDBkyhLCwMJ599lmOOeYY6urqWLhwITfddBObN2/er/6uvfZaHnvsMWpqavjmm2+47rrrCAsLY+LEiQ3a3n333dxwww2e98cddxzXXXcd11577V6vM3LkSKZPnw7Uh40PPvgg55xzDqmpqV7tKisr+fDDD7n33nuZNm0aF198caP9zZ07l/vvv9/z/rHHHuPaa6+ltLSU559/nrFjx9K2bVtOPPFEAHr16sXixYtxuVxs2rSJq666ipKSEj766KO9P6Q/pGenY/tjJFil6QjYzXQfZVVkkbUriy93fQlAqC2U/tH96R/bnwExA+gV1Qs/s1+T55tMJkLCIwkJj6RLrwGcMOw8KsvLyM9KJS8zjYzkrWSmbKcwJ5PamirMZgv24BCCHKEEBDka/17UZKLEGkWJNYrtAf0ACHSV/rHmXTrRzgxCXQW+2cKhsgBmngtj/w+6nE58bDQ3XTGOaR/NZs363+nUoR1BdruneaDFzdlR+XxdGEF2rb6/lf2Tl5pM5wHH+boMOUgHFNa98847Xu+zs7N56aWXuOiii/bp/DVr1pCbm8uAAQM8x1wuF9999x2vvPIKCxcupLa2luLiYq/RdTk5OcTFxR1IySIiIiIiR6Qbb7wRk8nE6tWrCQoK8hzv1asXV1111X73FxgY6Pk395VXXskrr7zCokWLGg3rHA4HDofD895isRAcHLxP/2a32WyednFxcdx///2cfPLJ5OXlER0d7Wk3a9Ysevbsyf333098fDxpaWkkJCR49ZWWlsbGjRu9luXZXUdcXByvvvoq7777Lp9//rknrLNarZ7rt23blosvvtgTHu4Ll8tFZm4m9j9ClmpTC5uCeRiV1JSwNH0pS9OXAhBgCaB3VG8GxA5gQMwA+sX0I8gvaI99BDqCad+tF+279WLgqSOprakmPzudvMw0slN3kLZzM6VF+eRmpmDCRECQg8DgEAKDQjA3McOr0hJCsiWEZFsPAPzdVZ4172KcGYQ7c7DgbtZn0aTacnjvErjgDTjmIiLDQ7nhsouZ+cnnfL/6V9q3jSMk+M//lvzNBqMiC/imMJyUGvseOhbxVpCW4usSpBkcUFh36qmnNjg2dOhQzjjjDO644469nn/GGWewYcMGr2NXXnklSUlJ3HfffSQkJODn58eSJUsYM2YMAFu2bCE1NZXBgwcfSMkiIiIiIkecwsJCFixYwJNPPukV1O3292Vl9odhGHz//fds3ryZbt26HUSVe1deXs67775L165diYz0Xmtp6tSpXHbZZYSGhjJq1ChmzJjBv//9b6828+bN47TTTiMkJKTR/q1WK35+ftTW1jb6eXJyMgsXLsTf33+fay4qKaKiqgJHUH3AcjSHdX9X7arm55yf+TnnZwAsJguJ4Yme8G5A7ACi7FF77MPfFkB8h67Ed+hK38FDcTmdFOZlkZeRQk5GCqnbNlJckEthTiaG28DfbicoOJRARyhWv8ZH9dWa7WT4dyXDv2t9XUYdkc5sYv4YeRdVl4kfh3D6qbsOPr2mfqTdoOsJdgRxzfgLCAywsfj7H4lzuYgI+3MzD4sJTg8v5Ms0Mzl+e14nUGS3fIV1R4RmW7XSMAzS09P3qW1wcDC9e/f2OhYUFERkZKTn+NVXX82dd95JREQEISEh3HLLLQwePLjJzSVERERERI4227dvxzAMkpKSmq3P1157jXfeeYfa2lrq6uoICAjg1ltvbbb+d5s/f75nVF5FRQVt2rRh/vz5mM1/Lqu9bds2Vq1axWeffQbAZZddxp133smDDz7oNRVy7ty5nHfeeY1ep7a2lueff56SkhJOP/10z/ENGzbgcDhwuVxUV9cHbS+88MI+119cVkx1TTVR4fWhU5Wpap/PPVzy5ueR80kOkcMjaXNp02FP/sJ8Cr8tpK6gDkuwhdBjQ4m9KBazf/3XonhFMdmfZOOudhN+cjhtxv/ZV21eLcnPJdPlkS5Y7I2PcHMZLjYVbmJT4Sbe2/QeAO2D23uFdx1COuzxXixWK9FtEohuk0DPY0/CMAyKC3LJz0wlNzOV1O2/U5CdQVbqdtwuJ1Y/W31498emFY1NnXWZ/Mj1SyDXr36kpslwE+bKI6Yug2hnOtF1GdiN5p7ebMBX90JFHpz+IAE2G/8cM5pAewBfLFmO0+kkJurPwNpsgi412zmlf09m/VbUzLXIkagwMx23y9XkiFNpHQ4orLv22mu9/rKrqqpi6dKljB07ttkKmzJlCmazmTFjxlBTU8OIESN47bXXmq1/EREREZHWbm8L+x+ISy+9lH/9618UFRXx8MMPc+KJJ3qmjjanoUOH8vrrrwNQVFTEa6+9xqhRo1i9ejUdOtQHN9OmTWPEiBFERdUHYmeddRZXX30133zzDWeccQYApaWlLFu2jKlTp3r1f9999/Hggw9SXV2Nw+Hg6aef5uyzz/Z83r17d+bNm0d1dTXvvvsua9eu5ZZbbtnn+iuqKqitq8Xfr340Xo2p5sAfxiFQubOSwqWFBCTseY3w4pXF5MzKoe3VbQnsGkhNTg0Z72SACdqMb4OzzEnG9AzaXdMOv2g/UqakENQjiJB+9aMYM/8vk9iLY5sM6pqSWpZKalkqc7bPASAyINIT3vWP7U9SeBIWc9N9mkwmwqNiCY+KpVuf4xjCGMpLi8nLTCU/K430nVvISt1BfmYqdbU1mK1WAh2hBAWHYLMHNRreGSYzRdZYiqyxbKF+yaZgV5FnzbuYugyC3cX7dZ9N+u7Z+sDu7Cn4+Vm5ZPQIggID+fTLxdTWOWnXJtar+aX9I+nZqQ2Pzf+9ea4vRyxXXR1FWZlEtkvYe2NpsQ4orGvXrp3X+6CgIC6//HKGDx9+wIUsXbrU631AQACvvvoqr7766gH3KSIiIiJyJNu98dveNpEIDg6mpKSkwfHi4mJCQ0O9joWGhtK1a/00wY8//piuXbtywgknMGzYsOYrnPrvIXZfB+rXxQ4NDeXtt9/miSeewOVyMXPmTLKzs7Fa//y2xeVyMW3aNE9Y99VXX9GzZ88G69jdc889TJgwAYfDQWxsbINwxt/f33P93UHeo48+yuOPP75P9VdUVmDC5BkJWEPLCetc1S7S30yn7ZVtyZ2Xu8e2ldsrCewWSNjgMAD8o/0JHRRK1c76kYK1ebVY7BZCB9X/OQnqEURNZg30g+JVxZgsJkKPDW2i931XUF3AopRFLEpZVH8dvyD6Rvelf0x/BsYO5JioYwiw7jl4dISE4QgJo1NSH44bejY1VZXkZaWRl5lKVuoO0ndspjg/l5qqSkxmE/agYAKDQ7EHBXuN6PyrMks4ZZZwdnIMAAHuij/WvKsfeRfmysPMAYbma2bUT4kdMxWz1cY5w04hKNDOB3O/YldqBh0T4r2aXzmkExFB/libqFVkt/y0FIV1rdwBhXXDhg1jyJAhDY6vWLHikPzUTUREREREGoqIiGDEiBG8+uqr3HrrrQ3Wrdu9YVv37t1Zs2YNV1xxheczl8vFunXruOaaa5rs3+FwcNttt3H33Xfz66+/Nr4LZzMxmeqDr6qq+pDoyy+/pKysjF9//RXLX6Zz/fbbb1x55ZWee2tqCmxUVJRXGLg3Dz74IKeffjoTJ04kPj5+r+3LK8v569aidaZDuNbZfsr6vyyC+wbj6OXYa1gX2DWQ4hXFVO6sJLBzILW5tZSvLyf0xPoAzhZrw13rpiqlCr9IP6p2VRF+cjiuChe5n+XS8b6Oh+QeKuoqWJG5ghWZKwCwmq30jOzJwJiB9I/pz4DYAYTa9hwS2uyBtOvcnXadu9Of4Tjr6sjPTic/K43stF2kbv+d0qJ8CrLTMQwDmz2IoOAQAh2hWKyNf6tcbQ4izZZImi2xvi6jlui6zD82rkgn0pmNFee+3+imz+HdMTDufUwBIZw+5HiCAu3M/ORztu1KpWtH78DlvH5t971vOWrlpyXTffBJvi5DDsIBhXWjRo2itLS0wfFzzjmHwsLCgy5KRERERET2zauvvsqQIUM4/vjjeeyxx+jTpw9Op5NFixbx+uuvs2nTJu68806uvvpqkpKSGD58OBUVFbz88ssUFRXtMawDuP7663n88cf59NNPueiii5qt7pqaGrKzs4H6abCvvPIK5eXljB49GqjfWOLss8+mb9++Xuf17NmTO+64g/fee4/rr7+er776irvvvvug6xk8eDB9+vThqaee4pVXXtlr+8qqSq9pyC1lGmzxqmKqUqro8lCXfWofNjgMV7mLXU/uwsAAF0QMjSBmdAwAliAL7a5tR/rb6Ri1BmEnhhF8TDDpU9OJOCOCuvw6Uv+biuEyiDk/htDjDn6UXWOcbifr89azPm890zdOx4SJzqGd66fO/jF9Nt6x55DV6udHXEIn4hI60fv4U3C73RTlZZOXlUpuRiqp2zZSlJdFcV4ObrcbP5v3uneN1mXyJ8u/I1n+HQEwGy4inDmeNe+inZnYjL1sPpK8HGacBZd9Bo4YBvU/hkB7ANM+msOWHckH8LTkaFeam+PrEuQg7VdYl5mZCYDb7SYrK8vrf07Jycn7tXuSiIiIiIgcvM6dO/PLL7/w5JNPctddd5GVlUV0dDQDBw70rAk3fvx4DMPghRde4P777ycwMJCBAwfy3XffERsbu8f+IyIiuPzyy3nkkUe48MILm63uBQsW0KZN/UYFwcHBJCUlMWvWLE477TRycnL44osveP/99xucZzabueCCC5g6dSpJSUk4HA4GDBjQLDXdcccdTJgwgfvuu6/BtNq/K6sow2z6czpiLY3vNHs41RbUkvV+Fp3u6eTZHGJvyjeVk/d5Hm0ub+MZWZf1Xha5c3OJOa8+sAsZGELIwD932q3YXEFNeg3xl8Wz9b6tJNyQgDXUyo7HdhDUPQhrSLPtY9gkA4MdJTvYUbKDWVtnARAXFFc/bTZmIANiB9A1rOseR4OazWYiY+OJjI0nqd8JGIZBWXEheVmp5GWmkrZjM7kZyeSkJ+Ny1mKx+v2x7l0o/gH2Rvt2myzk+8WT7xfPJjtgGIS6Coh2ZhBeuZMYZyahlkbCu+wNMPVM+OdsiOjEMUnduOmKsbzzwWwysvc8OlLk78qLCnxdghwkk7Efq9KazWZMJlOjC9nGxsby0EMPMXHixGYt8GCUlpYSGhpKSUlJk9u4i4iIyJ51vP8LX5fQYiU/ffbeGx0k/XtGpGm33norTqfTJxvRvfbea/z828907VA/1XaubS6V5ubeOXT/lK4pJfXlVPhrTuemfrquCXq90wuT2Ttg2vnUTgI7BxI3Ls5zrHhFMRkzMuj5Rs8G7d11bnY8vIN217XDZDGx6z+76PFyDwB2PLqD6HOjCenfMv6uCvEPoX9Mf8+6d70ie+Fn8duvPirLy8jPTiMvI5WM5G1kpmyjorSY2ppqzCYzdkcIgcEh2IOC92maeFV5GVWZvzMoMYZ+7QLxy1wDeZth97p3jli49BNo0weA9Kwclv/4C8NPGUxURNh+PgH45uuFzPtkFt26dwfAmZGMMyNlv/uR1iUivh1XTnnD12XIQdivH3m43W4ARowYwcKFCw9JQSIiIiIiIvuid+/eDB482CfXLq8sx2o59CPI9kdQzyC6PuG9Tl/G1Az84/yJPju6QfAG4K5xe4d70PD9X+TNy8NxjAN7RztVKVX1YeAfDKfh9d7XSmtLWZa+jGXpywAIsATQK6oXA2IGMDB2IP1i+hHkF7THPgIdwbTv2pP2XXsy8NSR1NXW/LFpRRrZaTtJ27GpfjReZiomTNgCgwgKCcUeFOK11uJudkcw5oRjWLR5OzvMXRk1/hFCAyyQ9iOkrIDUVfB/F8AlM6HjSbRrE8v480cdkucjRy6NrGv9Duj/LgrqRERERETE16677jqfXbu8otxrl9qWwGK3YGnnHRCZ/E1YHVYC2tXvpJr+VjrWcCtxF9ePpAvuF0zBwgIC2gcQ2CWQ2pxacj/LJbhfcINwrzqjmpLVJXR9rD4QtLWxgQkKlxXiF+pHTVYN9s72w3CnB6baVc2anDWsyVnD2xvexmKykBie6NmwYmDsQKLsUXvsw8/fRnyHrsR36ErfwUNxOZ0U5mWRl5lKTnoyaTs2UZyfQ2FOJobbwN9ur1/3zhGK1a9+VJ/NHkjbzt3Z+fuvzJv5EqPGX09U91HQ/Y9Qrq4KcjaC2wXmhoGfyN7UVlVRW1WJvz3Q16XIATqg/7ukpKTwyCOPsG7dOsrLy70+27p1a7MUJiIiIiIi0lJV1VR5jZwyTPu8upBP1RbUeu1iG3NuDCaTidzPcqkrqsMabCW4XzCxY7zXMjQMg8wZmcSNj8Nsqx96Z/Y30/aatmT9XxZGnUGbf7bBL3z/ppn6kstwsalwE5sKN/H+5vr1EROCExgQ8+emFR1DO+6xD4vVSnSbBKLbJNBz4BAMw6CkMI+8zFRyM1JI27GZ/Kw0slK343a5sPr5ExgcQpAjlHZde5C+cwtzZ7zEqHHXEt+xW32nfnZod+whvns50pUVFhDZVmFda3VAYd24ceNITEzkySefJDBQX3wRERERETl6GIaBYRiY2PsaZb7WeVLnPb43WUzEnB9DzPkxe+zHZDLR+V+dGxwP6RdCSL+WsUZdc0grSyOtLI25O+YCEBkQ6Rl5NyBmAEkRSVj2MNrNZDIRFhlDWGQM3Y6pD9wqykrIzUghPyuN9F1byUrZTn52OnW1NZhMJnZtXsfn/3uZMy+5hk5JfQ7LfcqRr7ywgMi2e94oR1quAwrrNm7cyA8//IDZvG87DImIiIiIiBxJ9mOfPmkFrCYrIbYQQm2hhPqHEmYLI8QWQpgtjFBbKDaLjbTyNNyGm15Rvbx2At6boOBQOiX1oVNSH44bejY1VZX1695lpZGVsp2MnVsoLy3m27nv0aZ9FwIC97yOnsi+KC/UunWt2QGFdSNHjuT777/nlFNOae56REREREREWjRPUPeXgXUGCu9aApNhwg8//A1/bNjqfzVs+OOPv9sfasFV5aK2ohZznZlAcyARgRF0a9uNxPhEEtok0C6uHSGOQzda0GYPpF3n7rTr3J3+Q4bhrKujICeD6spyBXXSbKr/tmSZtC4HFNb5+/tz1llnccYZZxAb672WwVtvvdUshYmIiIiIiMjRy89oPHSzGfXv//r73W388d/z9GQL4Kh/GYZBdU01peWlrNm4hlXrVuFn8SPEEUJCXAJJXZJoF9eOhLgEoiL2vPHEwbD6+RHbruMh61+OTs7aGl+XIAfhgMK6bt26cc899zR3LSIiIiIiIi3e7pF1fw2FNLKuaVbD2mS4tqcgzkzzLrvkdrupc9bhdDqpc9X/6nQ6qXPW4Wf1w4SJyupKCooLSMtKY+3mtUSERhAfE8+kGyY1ay0ih5rCutbtgMK6hx9+uLnrEBERERERaTX+vmZda9hs4mBZDEv9dNJ9HOW2u42FpjdkOBButxun68+grbHwzely1m8CYjKBUf/1MplN+Fn9sFqs9b9arfj7+RMWEkZIUAjBjmBCHCEEBgRiD7BjD7ATYAsgJOjI2UBDjh51NQrrWrMDCuvcbjdvvPEGs2bNIj8/nw0bNvDdd9+Rnp7OP/7xj+auUUREREREpMVobM06P8OPalO1bwraT2bD3CB021MAt/u49cC+fWySYRj1AZurYei2+73T5cTtdnvCUIP6XXitVitWq9UrfAt1hBIcFIwj0EGIIwRHoIOAgADstvrgzW6zN3xvC9DGiXJEctbW+roEOQgH9Lftvffey6+//srdd9/NZZddBkD79u255ZZbFNaJiIiIiMhRxw+/w37N3Zsp/D1ka7Cxwt+CuOau1TAMXC6Xd+jWyIg3l8tVP9LNRP1oNwyvUW67fx8UHERwYHD9SLegEBxBjj0Hbn+8t1iadwSfSGumabCt2wGFde+99x5btmwhJOTP4cAdO3YkJSWl2QoTERERERFpLfyMgwjADLxCt7+Ha3sK3Zpz+q1hGF7rujUI3/5473K56q/7t9DNarF6jXhzBDrqR7oF1Y90Cw4KJjAg0BOuBdgCvN7bA+wE+Afg53f4g0+RI42mwbZuBxTW2Ww2nE4nQP1PRoDs7GwiIyObrzIREREREZEWyGKxYLFYcNY6Pcf88QfqN1PY09TSxjZW8MOv2TdT2D3S7a9B299HvLlcLv66L4aBgcVs8YRuu0e82QPsRAdGExxUv6ZbiCPEs55bYEAgAbaARt/7Wf083y+KyOGlkXWt2wGFdVdccQWXXHIJTzzxBIZhsHbtWv71r39x1VVXNXd9IiIiIiIiLYrJZMJus1NRVeE5Nqh2EIMZfMg2U/CMdtvDZgq7azMMA7PJ7LWmm9VqxeZvIyI0guCgP6eYBtoD9zq91OZvU+h2hDCczr03kiOCS1/rVu2Ad4N9/vnnufLKK6mtrWXs2LFceeWV3HPPPc1dn4iIiIiISIsTFBhEdkG25/3e1oHbvZlCU6Pcdodvbrcbk9nkmV5qwvTnmm5/hG9+Fj/CHGFe00sdgQ7PiLa/bp7w9/cK3Zpm1NbiLC7GXVKCq7gY199+NZwu7P36EXj8cVjDw31d7r4zDFxF+TgzUzEqynxdjRwmFmvzbggjh9cBffXMZjP33HOPwjkRERERETkqBdoDqaquorCksMGItzpnXX3oZjJ5ppkaGPhZ/Lyml1otVhyhDoIDg/8M3YIcDaaTNjbaTTuYNs1wuf4M2op3//rX8O2P43/71aisbNCXJSwMx+mnE3zmcIJOPBGzv78P7ujAuN0uCndsJba8gLrSHF+XI4eZyawNV1qzAwrrXnnlFYYMGUL//v09x3755RdWrVrFjTfe2GzFiYiIiIiItETx0fE47A5qamqwWq0EO4I9O5gGBwX/uZlCE+u57d5MwarRL00y3G7cpaWNjnLzhHCNjIJzl5eDYez9Ak2wRkfjGHYGIWeeSeBxx4HFUj+1uJUEpC5nHRuXfcNP8z6hODuL1hMvSnPS7sit2wH9n2Hy5Mls2bLF61i3bt0YPXq0wjoRERERETninTfsPE4+7uT68M1m1w6me+EqK6sP1Ir+PsKtYeDm3h3ElZWB231Y6jMiI6nr24eqpB6Ux0RTWVFBxapVVC5aRG1NDSefey69Bw06LLUcqLqaajYsWchPn39GeWGBr8sRHzPrBwGt2gF99WpqavD/2/Bff39/qqqqmqUoERERERGRlsxqtRITGePrMg47d2Xl/o10Ky7GVVoKLXCx+zK7nfTwMFJCQil2BEFpKVXffkNtdTV+/v6ERkYSGRdH9wEDiGrTxtflNqmmsoK1C79gzZdzqCot9XU50kL42Wy+LkEOwgGFdSeccALPPPMM//73vz3Hnn32WQa18J80iIiIiIiICLhra+tHuTUyws1dUvLnRgtFf13jrQSjttbXpR+U0uBg8tq0IT+hHTUREVisVvyrqrAVFFBVUUFoZCTRbdvSfcAAOnbvTtsuXbC20FGTlaUl/PLlXH5dOJ/aRtbbk6ObVWFdq3bAa9adffbZvPPOO3To0IGUlBSCg4OZP39+c9cnIiIiIiIiTTDq6upDtr+OaCv628i2RtZ1M46SWVEGUBEVRWH79hR2aE9NcDCGYVBRWkpxZiY1VVUEOhzEJiSQNHAgHZOSiOvYcZ/W+zLcRv3OvYdZWUE+P3/+GeuXLMRZW3PYry+tg58twNclyEHY77DO7XazY8cOVq9ezbp160hPTychIYHjjz9eCxiKiIiIiIgcAMPtbjCyrcEot0amm7orKnxdeotjmEyUxcRQ2D6BovbtqQ0Kwu12U15SQsm2bdTV1hIYHExC1671I+iSkohJSNinDSTKi2rISS4hJNJOeJtArIdxx82i7ExWz/mE35d/g7sFTiuWlsU/wO7rEuQg7HdYZzabueCCCygtLeXEE088FDWJiIiIiIi0SoZh4N69mcLukW172LnUs4NpaelB7WB6tHObzZTGxdUHdAkJOO123C4XZcXFlGRk4KytxREWRudevUjs35+OSUlExcdjMu19ZFxpfhU7fskjL62MtolhJJ3QBovf4dsZNi81mR9nf8zWVd9jHKYNN6T1CwwL83UJchAOaBrsmWeeyZIlSzjjjDOaux4REREREZFWx11Tw/bThtZvpuBy+bSWD4uK+LC4mAxnHQBd/f2ZGBnFKQ5Hk+f8r7CQD4uLyXLWEW6xcGZwMHdERWP7Y7TZ56UlTMnLo9Lt5oLQUO6LifWcm1FXyzVpaczq0BHHYZxt5bZYKI5vQ1H7DhQltMPl74/L6aS0qIjS1FTcTieO8HC6DxhAt7596ZiURHhMzD4FdIWZFexcm8uOX/Nwuwz6n9mevmfHEBIafNiCuqxtW1g1+yN2/vKTglzZb46wCF+XIAfhgMI6f39/Ro8ezamnnkq7du28/rJ76623mq04ERERERGR1sBss+GuqvJ5UAcQ62fljuhoOvj7AzCnpISbM9L5tGMnujWy6Pz80hJeyM/jibg4+tvtJNfW8UBWFibgvphYipxOHsrO5qm4NrTz82NiRjqDAoM47Y/w77GcHO6MjjksQZ3LaqW4XVsK23eguG08bj8/nHV1lBYWUlpYiGEYhERE0PuEE+h6zDF06N6dsOjofeo7L7WMHb/ksnNtHkXZlUR3CKbr4HCqLQUs/2URZUvLOO2MkxhwXN9Deo8pG9ayes7HpP62/pBeR45sgWHhvi5BDsIBhXXdu3fnvvvua+5aREREREREWo3KsjLKS0qoqaqiproad1AQpupqX5fFUEew1/vbo6P5sLiI9VVVjYZ1a6uq6G+3c05IKABt/fw5KySYDX/cS1pdHQ6zmVEh/8/efYdHUbZtHP7tbrLpvYdUSKOG3pEuHQsIKAgoiiggiEi1CxYUEEVREUF9QYpUQYp0FZAiIUhJQg0lvWx62d35/ojsR6RDwobkPg9zwM48M3PPJMTslac4AtDU1pbTRYW0w54NWVlYqFR0dnC45rxlRa/VkuHvR3pAADpfXxSNhuKiInSpqWRnZqJSqXB0daVh27ZUr1OHwPBwHFxuHVQoikLimSxOH07mbFQKWakl9+sWYENQW0vOJx0h+tdE1Go1vn7edHy4LbXqhJfLPSqKwulD+/lr9XIST8WUyzVE1WLvIj3rHmR3Fda99dZbZV2HEEIIIYQQQjww8nNy+N8nn5B6+TIGvR69Xk/n/HzczF3YfxgUhc3Z2eQrCpE2159wvr6NDb9kZRGdn089GxsuFBXxe24uvf4N5wK1WgoUheMFBfhaWvJPQQGPOzmhMxj4LDWFRf4BZV53kbU1GQH+pAcEkOXtDWo1RQUF6BITycnMRG1hgZO7O007daJ67doEhodjexuBodGocDk2g9OHUzgblUKursi0z95bhU4TT3TqeXRxWdg72hEaXoMWbZoSXjMEC4u7evt8i3oMxOz9g/1rVpAaf67Mzy+qJpVaje2/4bt4MN3Vdxuj0chXX33FihUrSE1N5ejRo+zevZuLFy/y1FNPlXWNQgghhBBCCFGhGAwGdGlpaK2tcXJ1RWNpiSopCeLzzF0aALGFBTx5/jxFioKtWs1nvtUIuU6vOoCejk5kGAwMij8PgB7o7+TMC27uADhpNHzg7cPkhAQKFCO9HR1pbWfP64kJDHR24VJxMSMvXUSvKIx0d6eLg+Nd1VxoZ2dawTXb0xNUKgrz88m8dIlcnQ4LrRYXT08iW7UiqFYtAsLCsLa1veV5DXojF06kc+ZwCmejUynIKS693zaLFH0cyWdKglcPL3eatWpE89ZNCQkLvq1VYu+UQV/MsV3bObDuZzITE8r8/KJqs3V0QlUOX7fi/rmrsG7ChAkcPnyY8ePHM2jQIAACAgIYPXr0bYd18+bNY968eZw7dw6A2rVr8+abb9KtWzcACgoKePXVV1m6dCmFhYV06dKFL7/8Ei8vr5ucVQghhBBCCCHKn7WtLRaWlihGI5b/hmCF9uU3FPROBWmtWBUUTI7RyObsLKYkJvC9f8B1A7v9ebl8k5bGm17e1LOxJr6omPeTk5iXmsqL7iWBXScHBzpd1XPtQF4esYWFTPX0ouuZM3zi64u7hYb+58/T2MYWt9vshZbv4EBGQADpgQHkurujKAoFeXno4uPJy87G0toaNy8vGnfoQFDNmviHhKC1tr7leYuLDMQfS+P03ymc/yeNonx9qf0KRnLVyaQaTpObkYleb8DD0506kTVp3qoxQdUDbmshijtVXFjA0W2bOfDLKnLS08r8/EIA2MniEg+8uwrrFi9eTExMDI6O//8bk6CgIM6fP3/b5/Dz8+PDDz8kNDQURVH4/vvveeSRRzh8+DC1a9fmlVdeYcOGDaxYsQInJydGjRrF448/zp9//nk3JQshhBBCCCFEmbGwtMTa1pbsjAzTtoKbrLZ6v2lVKtMCE7WtrfmnoIAfMzJ4x9v7mrafpabS29GJvs7OAIRZWZNnNPJ2UiIvuLmh/k9oVWQ08m5SIh/5+BJfVIQBhSb/9nAL0mqJLsi/Zt68q+U5O5P+b0CX7+KCoijk5+SQefYsBbm5WNna4u7jQ4tu3QiKiMC3enUs/72XmynK13PuaCqnD6cQfywNfZHxmjZGDGRxmULbJAwUUpybi7uHG/Ub1qVJy4b4+fuWS0hXmJdL1OYNHPp1DflZWWV+fiGuZu8qYd2D7q7COisrK/T6kt9MXPlGlpiYiJvb7c/Q0KtXr1Kvp0+fzrx589i3bx9+fn4sWLCAJUuW0KFDBwAWLlxIzZo12bdvH82bN7+bsoUQQgghhBCizDg6O5OelGR6XehQccK6/1KAYuXa8AqgwGhE/Z98SvPv+zzlOu2/Sk+jtZ0dtaytOV5QgF75/1bFioLhOgfluLmZArpCR0cURSE3Kwvd6dMU5OdjY2+Pl78/4Q0bEhQRgU9QEJrb6J1XkFPMmSMpnDmcwoWT6Rj116sYjOjJ1yZh4ZFDcU4mugwdLq7OdGzdlibNG+LtWz4juPKydPz961oOb15PUV7FGCItKj8XH19zlyDu0V2FdUOGDKFfv35MmzYNRVGIiopi6tSpPPvss3dVhMFgYMWKFeTm5tKiRQsOHTpEcXExnTp1MrWJiIggICCAvXv33jCsKywspLCw0PQ6S35jIYQQQgghhCgnbj4+xEVHm14XlOOKqHdiVkoyD9nZ42NpQa7RyPqsLPbn5THfzx+ASQmX8bSwYJyHJwDt7O35PiODmlbW1LO2Jr64mM9SU2hnb28K7a44VVjIxqwsVgYFA1Bdq0WtUrEyMxN3CwvOFhVR19oaRaUi28OjZIhrQABF9nYYjUZydToy4+IoLirC1sGBaiEhhDdoQFBEBF4BAbc1P1yurpAzh1M4fTiFy3GZKMbrB3QARlUxipMOlbOOnLRkdBeycfdwpXvvzjRqWh93z/JZEiQ7LZWDv6wiettm9EWFtz5AiDLkWq3sF30R99ddrwY7c+ZMnnnmGYqKiujfvz/PPPMMr7322h2d5+jRo7Ro0YKCggLs7e1ZvXo1tWrVIioqCq1Wi/O/3bCv8PLyIjEx8Ybn++CDD3jnnXfu5paEEEIIIYQQ4o44ubmhXNWrrMjeHkWlQqXcODy6H9INBiYlXCbFYMBBrSbMyor5fv60tLMDIKG4mKsjsRFu7qhQMSc1hWS9HheNhvb29oxx9yh1XkVReDspkYmeXtj+G6pZq9W87+3De0mJFCkKr4aGkdeiOX/7+6O3scFoNJKdkYHu8iX0RUXYOTkRXKsWYf8GdB7Vqt3WsNOs1HzORKVw+u8UEs/qrt/l7+paNXpUrjoU+3SSkpPJPZuHl48H7Tq3oWGTSJxdymelzIzEy+xf8zPHf9+OUa+/9QFClAM3PwnrHnR3Fdap1Wpee+21Ow7n/is8PJyoqCh0Oh0///wzQ4YMYdeuXXd9vsmTJzNu3DjT66ysLPz9/e+pRiGEEEIIIYS4HntnZ1AUFEVBpVKhqNUU2dpilZtr1rqmefvcdP/3AYGlXluoVIx0d2fkv4tJ3IhKpeJ//znWqFYTGRHBN10eJsPPD4OVFQkGQ0lAd/48RoMBe2dnwurXJ7R+fYIiInD18rqtgC4jMZfTf6dwJiqFlPjsW7YHwLIYXDMx2GSQmJhEfkoB1fx86NqzE/Ub1cXBsXyGKqfEn+Ov1cuJ3fcHivH6w42FuF/c/CQHedDdVVgHsGPHDpYtW0ZCQgI+Pj7079+f9u3b39E5tFotISEhADRq1IgDBw4wZ84c+vfvT1FREZmZmaV61yUlJeF9nQlRr7CyssLqBsuRCyGEEEIIIURZcnBxQWNhgUGvx8LSEoACR0ezh3XlzWBhQWa1aqQHBJDpVw2jpSUGvR5dejpZ6ekoRiMOLi7Ubt6ckHr1CAoPx9nD49YnBlIuZJuGuGYk3MFz1BaBayZFVmkkJiRTnKLHz9+Xlg81o16D2tja2tzl3d5cQlwM+1Yv48zfB8DMPSqFALBzccXaruLOnyluz60nBLiOTz75hIEDB+Lh4UGPHj3w8PBg0KBBfPzxx/dUjNFopLCwkEaNGmFpacm2bdtM+2JiYoiPj6dFixb3dA0hhBBCCFF5DR06FJVKZfpwc3Oja9euRF81rxhQqs3VH0uXLgVg586dqFQqMjMzb3it9evX07ZtWxwcHLC1taVJkyYsWrToljW2a9eOsWPHXrN90aJF10wDk5+fz1tvvUVYWBhWVla4u7vzxBNPcOzYsVLt3n77bdM9aDQa/P39GT58OOnp6aXaBQUF8emnn15zzPU+rp5e5k7rGDFiRKntUVFRqFQqzp07d8vrXulx9d/P5ZWPrl27XvPsgoOD2bp1q+nz5uLiQkFBQak2Bw4cKHX+KxRFYf78+bRo0QJHR0fs7e2pXbs2Y8aM4dSpU9dc62oOzs5obWwovOpauS4uNz3mQaXXakmpXp3Ydm051O8JTrV9iKRqvqSkpXH2+HEuxMWBolC/TRv6jhzJ8Hfeoe9LL1G/deubBnWKopB4RsefK0/x4+t7WD79AAd/PXf7QZ11AfgmUuB1inOpx7h4MQG/AF+eGtKXka88R/NWjcslqDt/NIoV701hyeuvcubQfgnqRIXhVk161VUGd9WzbtasWezYsYPw8HDTtkGDBtGuXbvbHho7efJkunXrRkBAANnZ2SxZsoSdO3eyefNmnJycGDZsGOPGjcPV1RVHR0dGjx5NixYtZCVYIYQQQghxU127dmXhwoUAJCYm8vrrr9OzZ0/i4+NLtVu4cOE1wc9/w7Ib+fzzzxk7diwTJ05k3rx5aLVa1q5dy4gRI/jnn3/45JNP7vk+CgsL6dSpE/Hx8cycOZNmzZqRlJTEBx98QLNmzdi6dWupn41r167N1q1bMRgMnDhxgmeffRadTseyZcuue/7x48dfE6pByc/pa9as4amnnrqrOqytrVmwYAGvvvoqoaGht7xukyZNGD58OM8///w1ba/+XF7x35E00dHRZGRk0LZtW/78808AHBwcWL16NU8++aSp3YIFCwgICCj1daAoCk899RRr1qxhypQpzJ49G19fXy5fvszq1auZNm3aTQNYB2dntNbWFBUUYPfv4hJ5rpUnrCu2tiLD35/0gECyfLxLhvkWFqJLTiY7IwO1RoOzuztNO3UiuHZtAsPDsXN0vOV5jUaFhLhMTh8uGeKam3kXCzDY5INbJnmkkXg5GbVaRY2wYFq0bkqtOuFYai3v4o5vTlEUTh/az1+rl5N4KqbMzy9EWZD56iqHuwrrLC0t8fPzK7XN19cXrVZ72+dITk5m8ODBJCQk4OTkRL169di8eTOdO3cGYPbs2ajVavr06UNhYSFdunThyy+/vJtyhRBCCCFEFWJlZWWaOsXb25tJkybRpk0bUlJS8Liqh4+zs/NNp1i5kQsXLvDqq68yduxY3n//fdP2V199Fa1Wy8svv8wTTzxBs2bN7uk+Pv30U/bu3cvhw4eJjIwEIDAwkJUrV9KsWTOGDRvGP//8Y+opZmFhYbqfatWq8cQTT1wTdF3N3t4ee/vSQ6UWL17Mjz/+yIYNG0xB253WER4ejqenJ1OnTmX58uW3vK5Go8HBweG6n4urP5c3snbtWrp27Yql5f+HM0OGDOG7774zhXX5+fksXbqUl19+mffee8/UbtmyZSxdupS1a9fSu3dv0/aAgACaN29eavGI69FaW+Pg7EzaVYvg5T3gPeuKbG1JDygJ6LI9PUCtpjA/H93ly+TqdKgtLHD19KReixYE1apFQFgYNv8uXHEzBoORiyczOPN3MmejU8nPLr67Au3ywDWDHH0aSZeSsdRaUrNOGC3aNCW8ZggWFnc909MNGY0GYvb+wf41K0iNP1fm5xeiLElYVznc1Xey1157jb59+zJlyhT8/Py4cOECH330ERMmTODy5cumdr6+vjc8x4IFC256DWtra7744gu++OKLuylRCCGEEEIIcnJy+N///kdISAhubm5lcs6ff/6Z4uJixo8ff82+F154gSlTpvDTTz/dc1i3ZMkSOnfubArIrlCr1bzyyisMHDiQI0eOUL9+/WuOPXfuHJs3b76jX6YfOnSI559/ng8//JAuXbrcUx0ffvghTZo04eDBgzRu3Pi2a7gb69atK7XIHMDTTz/Nxx9/THx8PAEBAaxcuZKgoCAaNmxYqt1PP/1EeHh4qaDuarezCIJPYCCXz5wxvc53csKg0aAxGO7ibsyjwN6e9MAA0gMCyHV3B5WKgrw8Mi9eJC87G0utFlcvLxq2a0dwrVr4h4Sgtba+5Xn1RQbij6VzOiqZc9FpFOXf7eqoCjjkgksGWYVpJF9IxdrGivqN6tK8dVNCwoJRq+9qhqebMuiLObZrOwfW/UxmYkKZn1+I8uATGn7rRqLCu6uw7uWXXwZg8+bNpbZv3LiR0aNHAyX/YzM8QP+DEkIIIYQQlcP69etNPbdyc3Px8fFh/fr117yZf/LJJ9FoNKW2HT9+nICAm/dKiI2NxcnJCR+fa1fc1Gq1VK9endjY2Jue48svv+Tbb78ttU2v12N9VQASGxt7wwXcatasaWpzJSQ7evQo9vb2GAwG03xts2bNumkdVyQnJ/PYY4/Rp0+fa0LIO60DoGHDhvTr14+JEyeWmof6Tl39ubxiypQpTJkyBYBLly4RHR1Nt27dSrXx9PSkW7duLFq0iDfffJPvvvuOZ5999przx8bGlpraB2Ds2LGmz42zszMXL168aY0e1aphuHr1T7WaPFdXHFJSbvs+zSHPyYn0wAAyAgLIc3VFURTyc3PRnT9Pfk4OVjY2uPn40LxLF4Jq1qRa9epY3kb4W1Sg59zRVM4cTuH8sXT0hffynlABxxxwzSAjJ4WU82nY29vTtGUjmrdqTFD1gNsKVO9UcWEBR7dt5sAvq8hJTyvz8wtRXrQ2trj/Z8Vm8WC6q7DOKEtRCyGEEEKICqp9+/bMmzcPgIyMDL788ku6devG/v37CQz8/zcxs2fPplOnTqWOvdnIkLI0cOBApk6dWmrbqlWrSg2rBW45DPNq4eHhrFu3joKCAv73v/8RFRVl+kX6zRQXF9O3b1+8vLyYP3/+ddvcSR1XTJs2jZo1a7JlyxY8PT3v+Hgo/bm8wtXV1fT3devW0bp16+vONfjss88yZswYBg0axN69e1mxYgW///77La85depURo0add3Px/W4enmZOipcCX9z3dwqZFiX4+ZKRkBJD7oCJycURSEvO5vMM2coyMvDxs4Oj2rViGjUiKCICHyDg9HcxrDSgtxizh5J4czhFC6cyMCgv8f3iyojOGWjOGeQnpVC+tkMHJ0cadu+FU1aNsTP37dcQrrCvFyiNm/g0K9ryM/KKvPzC1HefELDUas1t24oKryyH9AvhBBCCCGEGdnZ2RESEmJ6/e233+Lk5MT8+fOZNm2aabu3t3epdrcrLCwMnU7H5cuXrwn3ioqKOH369A17ol3h5OR0zbX/G2iFhYVx4sSJ6x5/ZXtYWJhpm1arNZ3zww8/pEePHrzzzjul5mi7npdffpm4uDgOHDhQqmff3dZxRY0aNXj++eeZNGnSLafAuZH/fi7/a926dTccwtqtWzeGDx/OsGHD6NWr13WHQYeGhhITU3qhAA8PDzw8PG47YHT18sLGzo6C3FzT4go57u63dWx5U4AcDw/TENcie3sURSFHp0N36hRFhYXY2tvjGxxMRMOGBEZE4BUQcE2P0+vJ1RVyNiqF04dTuBybidFYBquhqo3gnIXilEFqejIZZ3S4uDrTsUtbmjRviLev171f4zrysnT8/etaDm9eT1FeXrlcQ4j7oVpELXOXIMqIhHVCCCGEEKJSU6lUqNVq8vPzy+R8ffr0YeLEicycOZOZM2eW2vfVV1+Rm5tbahXSuzVgwACmTp3KkSNHSs0XZzQamT17NrVq1bpmHrmrvf7663To0IEXX3zxhj0Gv/nmG7777jt27NhxzQJyZVHHm2++SY0aNVi6dOnt3PIdycnJYceOHdf0vLvCwsKCwYMHM2PGDDZu3HjdNk8++SRPPfUUa9eu5ZFHHrmrOpw9PHBwdiYvO9sU1mV5l0+odDuMKhXZXl6kBwSQEeBPsa0tRqORnMxMMmNj0RcXY+foSGB4OOH/BnQe1ard1pxvWWn5nPl3BdfE0zruosPl9WkM4KzD6JhBSmoyutPZuHu40r13Zxo1rY+7Z9nMN/lf2WmpHPxlFdHbNqMvuosVaYWoYKqF1zZ3CaKMSFgnhBBCCCEqlcLCQhL/XZ0zIyODuXPnkpOTQ69evUq1y8zMNLW7wsHBAburVrY8evQoDg4OptcqlYrIyEhmzJjBq6++irW1NU8//TSWlpasXbuWKVOm8Oqrr97z4hIAr7zyCmvXrqVXr17MnDmTZs2akZSUxPvvv8+JEyfYunXrTYcCtmjRgnr16vH+++8zd+7ca/b/+eefjB49mjfffJPq1atf8yxsbGxwcnK6pzq8vLwYN24cH3/88V09g6s/l1dYWFjg7u7Opk2bCAsLIygo6IbHv/fee7z22ms3XFxkwIABrFq1igEDBjB58mS6dOmCl5cX58+fZ9myZbfVw0yj0eAbHEz0nj2mbcW2tuQ7OWKjuz9DKY1qNTofHzICAsjw90dvbYXRYCArIwPdhQsY9HocnJ05npLC0dOnOX/xIra2trRs2ZKPPvoIr5sEdXt3HWTq1Df459gRUjIT6NPiJdrX61OqzYG4raz961sKi/NpHt6FPi1fMu1Ly05k7oYJTHh8Hjba/6waa6EHFx0G+3SSkpPJTc3Dy8eDdp3b0LBJJM4uTmX6nK7ISLzM/jU/c/z37Rj1d7vohRAVi1qjwSf02l7O4sEkYZ0QQgghhKhUNm3aZFr8wcHBgYiICFasWEG7du1KtXvmmWeuOfaDDz5g0qRJptcPPfRQqf0ajQa9Xs/YsWOpXr06n3zyCXPmzMFgMFC7dm3mzZt33fPeDWtra7Zv387777/PlClTOH/+PA4ODrRv3559+/ZRp06dW57jlVdeYejQoUycOBF/f/9S+7799luKiop4/fXXef311685dsiQISxatOie6xg/fjzz5s0zLXpxJ67+XF4RHh7OyZMnWbt27Q2HwF6h1Wpxv8mQVJVKxbJly5g/fz4LFy5kxowZFBcX4+fnR8eOHW97gQ6foCAO/2c+vCxv73IN6wwWGnS+1UgPCCDTrxoGrRaDXk9Wejq6c+koRiMOLi7UbtqUkHr1CIyIYNvTT/PapEk0adIEvV7PlClTePjhhzl+/HipkDr1Yg6nDydz5nAKh6MOoc52pEejZ1m199pejDn5OpbsmsmgdhNwd/Rh3saphFVrQN3AFgAs+30OjzR9vnRQZ1kMrpnobTJITEwiP6WAan4+dO3ZifqN6uLgaH/NdcpCSvw5/lq9nNh9f6DIPOyikvEMqo6l1a1XaRYPBpVyN7PFPiCysrJwcnJCp9Ph+G+XdCGEEELcmaBJG8xdQoV17sMe5X4N+XlGiGvp9Xq8vLzYuHEjTZs2NXc5nDl2jB9nzMA3ONi0YqrL+fOE7dpdptfRW1qS6edHemAAmb6+KBYW6IuL0aWlkZ2RgQI4ubpSvXZtatSpQ0B4OE436FUIkJKSgqenJzt37iQioIEpoNOlXH/I+JuLn6J93T6letadSz7J15te54PBPwPw3W/vEeARRqf6/Tl4ajuHTu3gha7/zpuoLQLXTIqs0khMSKZYr8fP35eWDzWjXoPa2NralNmzulpCXAz7Vi/jzN8HKLuxu0JULI16PEq7wc+ZuwxRRqRnnRBCCCGEEOKBkp6eziuvvEKTJk3MXQoAPoGBODg7k6PT4eLhAZT0rFOAe12ztNjKigx/f9IDA0rOqdFQXFiILjmZ7MxMVGo1zu7uNOrQgRq1axMQHo69062HjypGhdgj8QD88WM8/1gY7qo+T6dqFOsLuZAah6u9F+dTYmge0ZW8wmzWH1jImF4zwboAXDMp0KSTmJCEUVEICvanRZum1I2shZW11V1d+1bOH41i/5rlxP8TXS7nF6IiCa7f2NwliDIkYZ0QQgghhBDigeLp6XndobvmYmNvT7Xq1YmNijKFdQYrK/JcXLDLyLjj8xXZ2JQsEBEYQJanJ6jVFBUUkJmQQI5Oh8bCAhcPD5p37Ur12rUJCA3Fxv7WQ0cNBiOXTmZwOiqF04eT+HTFRKp718HZotod13iFrZUDT7efyA87PqJYX0jTsM7U8m/C4p0f07Z+D9KsjzFv2UIKC4to2fQhunfvTovWTalVJxxLreVdX/dGFEXh9KH9/LV6OYmnYm59gBCVgJWtHX61bj01gnhwSFgnhBBCCCGEEPcoMCKCY/v3l9qm8/G57bCuwN6ejIAA0gMDyHF3B5WKgrw8dJcukZuVhYWlJW7e3jRo25bgWrXwDwnByubWw0b1xQbij6VzJiqFc9GpFOaVLKiw9PdPSUg/xyuPzLnzm/2PyODWRAa3Nr2OS/+LSzkxdOvTno8+fY9eXR+ndp1afDRrGl9999kNVye+F0ajgZi9f7B/zQpS48+V+fnF/afLK2BD9AlOJqZQZDDgbm9H/yb18Hd1BmD88utP09GjXgTtI2pcd19BsZ7N/8Rw9FISOYWFVHN25JEGtQn495wAO0+eZkfMGQDaR9SgXXh1077zaRms+vsfXu7YCs1trKB8vwRFNkRjIfFOZSKfTSGEEEIIIYS4Rz6BgVhqtRQVFKC1LpnkPdPfD9/jx294TL6TI+kBAaQHBJLn5oqiKBTk5pIZH09+djZaa2vcfXxo2qkTQbVqUa16dbRWtx4yWlSg5/w/aZw5nML5f9IoLiw9xHX5H5/xz/l9jO09Gxd7j3u7cRMFHHIpdkjmp1Vz6NSmO+fOn0WtUfPO9DcJCQtm7a8/c+jQoTIN6wz6Yo7t2s6BdT+TmZhQZucV5pVXVMzc7Xuo4enGc22aYmelJTUnF5uremO+2atjqWNOJqaw4kA09fx8/ns6kxUHo0nUZfNks0icrK05dP4S3+z6i9e6tMXJ1prLmVlsPhbLs61Lhtgv+OMA4V7u+Dg7YjAaWXnoH/o2rluhgjqAGo3vfQVyUbFIWCeEEEIIIYQQ98g7MBAHFxeyMzNx8/YGINvDg2IrKywLC03tcl1dSQ/wJz0gkAJnJxRFIS87G93Zs+Tn5mJta4tntWqE9+hBUEQEvsHBWFjeerhoQW4x56JTOX04hQsn0jEUX7vaqaIorPjzc46c/YMxvWfh7njjUOP2KeCYA64ZZOamsm7NaoICatDzkR44OFuz+tdlhP3by6m4uBiD4e7mxvuv4sICjm7bzIFfVpGTnlYm5xQVx46Tp3G2tWZA00jTNjd721JtHG1Kr3x67FISNTzdrml3RbHewNGLiQxt1YgaHiULr3SpE8bxhCT2nD5Pt7rhJGfn4OPkSKhXySrSPk6OJGfn4uPsyM6YM1T3cC3VC68iUGs0BDeQ+eoqGwnrhBBCCCGEEOIeWdnY4B8ayrF9+0xhHWo1Gf5+2GTqSA8MICMggEIHBxRFIVenI/P0aQoLCrC1s8M7MJCIhg0JjIjAOzAQjUZzy2vmZRVxJiqFM1EpXIrJwGi4+Uqny//4jIOntjG8y3tYW9qSlZcOgLXWDq1FSY+9H7Z/iJOdO480K1lVUm8oJjHjfMnfjXoyc1O5mHoKK60VHgGOKM4ZpGelkH42g8LiAi4knGPHjp2EhYdQUFCAWq1mwYIFeHt7c/LkyXteFKQwL5eozRs49Osa8rOy7ulcouI6djmJcC8PfthziNMp6TjZWNOyRiDNawRct312QSEnEpJLhXv/ZVAUjIqC5X/+bVlqNJxNLfm34OPkQEpOLhm5+SgopGbn4O1kT2pOLgfOXmRs59bXO7VZVQuvhbXdreesFA8WCeuEEEIIIYQQogwERURw5I8/UBQFlapkHdizLVqASoXRaCQnMxNdXBzFRUXYOTgQEBpK+L8BnaefH+rbGFqXnV7AmcMpnD6cTOJpHcrN87lSfj++DoA5v4wrtX1Qu9doHt4VgPScZFPtALq8ND5c+YLp9bbo5WyLXk5IcBgD/YeScUaHi6szHR5+iGkfvcM3878mPCIUABsbGxYtWsTIkSMpLCxk7ty5VKt2d4tZ5GXp+PvXtRzevJ6ivLy7Ood4cKTn5LE35zwPhQXTsWYIF9J1rIk6hkajpkmQ3zXtD567iJWlBXX9vG94TmtLCwLdnPnteByejvY4WFlx+MIlzqdl4G5vB4CXowPd6oTzze6/AOhWNwIvRwe+3rmPnpERxCSmsOVYLBq1mkca1DL10DMnGQJbOUlYJ4QQQgghhBBlICAsDFsHB3KzsrB3csJoMJCdmYkuNRW9Xo+9kxM16tYlrH59AiMicPfxKRWM3Uhmcl5JQPd3Msnx2XAHAd3V5r6w7ZZtxvaeVeq1m4N3yXEaAzjrMDpmkJKajE6XjcZCQ/fenWnUtD7unm707tP9mvP17NmTnj173l3BQHZaKgd/WUX0ts3oiwpvfYCoFBQU/Fyc6F4vAoBqLk4k6rLZd/r8dcO6/Wcv0DDA95pec//1ZLP6LD8QzXu/bEOtUlHNxZEG/r5czNCZ2rQMCaRlSKDp9YF/g8BANxc+2riTMZ1ao8vPZ/Hew0zp0R6L2+gFW55CmjQ36/VF+ZCwTgghhBBCCCHKgLuvL96BgZw+epTUhASMBgOOLi5ENG5MaGQkgRERuHh43FZAl3Yph9OHUzhzOJm0S7n3ofobsNCDiw6DfTpJycnkpubh5eNBu85taNgkEmcXp3K5bEbiZfav+Znjv2/HqNeXyzVExeVgbY2Xo0OpbZ6O9kRfunYRkTMp6aRk5/J0i4a3PK+7vR0vtW9BoV5PYbEeRxtrftz7N643mOcut7CI347F8lL7FsSnZeLhYGf6MCgKKf/OZ2cu1SJq4+R5496E4sElYZ0QQgghhBBClAGVSkXdFi3ISEoiMCKCkLp1CYyIwMnt9obKJZ/P4vTfJXPQZSaZeainZTG4ZqK3ySAxMYn8lAKq+fnQtWcn6jeqi4Nj+cyRlRJ/jr9WLyd23x8oxmsXyRBVQ7C7CynZOaW2pWTn4mJrc03b/Wcv4OfihO8dhGZWFhZYWViQV1RMTGIKPevVvG67tVHHeSgsGGdbGy6k6zAY/79bq9FoxHgn49DLQZ12ncx6fVF+JKwTQgghhBBCiDLSqF076jRrhpXNtaHCfylGhYTTupIhrlHJ5KRXgGGe2iJwzaTIKo3EhGSKU/T4+fvS8qFm1GtQG9vrhCVlISEuhn2rl3Hm7wPc0UR8olJqExbM3G172Hb8FJH+PsSnZ7LvTDxPNK5bql1BcTFHLiTQK/L6YdtXO/dRp5o3rUODAIhJTEFRFDwc7EnLyWV99Ek8HexpEnzt0NrYxBRSsnNNi1b4uzqRnJ3DiYRkdHkFqFQqPB3Mt7CDpZU1YS0q3oIXomxIWCeEEEIIIYQQZehmQZ3RYORSTCano1I4G5VCXlbRfazsJqwLwDWTAk06iQlJGBWFoGB/WrRpSt3IWlhZW5XLZc8fjWL/muXE/xNdLucXD6YAV2eGtmrEr0dj+O14HK52NjxSvxYNA0svUBIVnwAoNAjwve550nLyyC38/39j+cXFbIyOITO/AFutJXX9vOlWJxzNfxZ3KdYbWH34GIOaN0D977B1Z1sbHmtQm+UHotGo1QxoGomlhfnmqwtr3hqtdfmE58L8VIpSeX9tkZWVhZOTEzqdDkdH840jF0IIIR5kQZM2mLuECuvchz3K/Rry84wQlUPapRyitsZzNjqVwtwKNAebTT64ZZJHGomXk1GrVdQIC6ZF66bUqhOOpdayzC+pKAqnD+3nr9XLSTwVU+bnF6Iq6P/Wh/jVqmPuMkQ5kZ51QgghhBBCCFHOigoMnNybaO4y/p9dHrhmkKNPI+lSMpZaS2rWCaNFm6aE1wzBwqLs3yoajQZi9v7B/jUrSI0/V+bnF6KqcPb2kaCukpOwTgghhBBCCCHKSV5ePufOxBN74jRGtRq1UWvGahRwyAWXDLIK00i+kIq1jRX1G9WleeumhIQFo/7PcMCyYNAXc2zXdg6s+5nMxGtX8xRC3JnabWVhicpOwjohhBBCCCGEKGOZGTq2bd7FyWOxpKdlYlSM+FrWxrbIxwzVKOCYA64ZZOamknI+DTt7O5q2bETzVo0Jqh6A6t95ucpScWEBR7dt5sAvq8hJTyvz8wtRFWksLGQV2CpAwjohhBBCCCGEKGOn486yc+sfuLm5EBBUDUtLS5R8I8TfxyJURnDKRnHOID0rhfSzGTg6OfJQ+5Y0adkQP3/fcgnpCvNyidq8gUO/riE/K6vMzy9EVRbRqh32rm7mLkOUMwnrhBBCCCGEEKKMBQb54+LqjJW1FZaWJYs0qGwKUbRFUFTOQ2HVRnDOQnHKIDU9mYwzOlxcnenYpS1NmjfE29erXC6bl6Xj71/Xcnjzeory8srlGkJUaSoVjXs9Zu4qxH0gYZ0QQgghhBBClDE3D1cCgwM4eSwGJ+erVnJ2yoaUcuoVozGAsw6jYwYpqcnoTmfj7uFK996dadS0Pu6e5XPd7LRUDv6yiuhtm9EXFZbLNYQQEFy/Ee7+geYuQ9wHEtYJIYQQQgghRBlTqVTUiYzg6JFjGI3G/1+4wTEbUlyBMhx+aqEHFx0G+3SSkpPJTc3Dy8eDdp3b0LBJJM4uTmV3ratkJF5m/5qfOf77dox6fblcQwjx/xr3fNzcJYj7pOyX+hFCCCGEEEI8EBITExkzZgwhISFYW1vj5eVFq1atmDdvHnlXDWPcs2cP3bt3x8XFBWtra+rWrcusWbMwGAylzqdSqVizZs0113nhhRfQaDSsWLHimn1vv/02KpWKESNGlNoeFRWFSqXi3LlzAJw7dw6VSkVUVNQ15+jSpQsajYYDBw7c8F6feeYZXn/9ddPrHTt20LNnTzw8PLC2tqZGjRr079+f3bt3lzrOYDAwe/Zs6tati7W1NS4uLnTr1o0///zzhte6IiSsOk5Ojugy/3/eNpWFEezLaIioZTF4paD3O8PF7OOcOXsOZxcn+gzozahxw+nw8EPlEtSlXbzA+jkzWPjKCP7ZsUWCOiHuA6/qIQTUqWfuMsR9ImGdEEIIIYQQVdCZM2do0KABW7Zs4f333+fw4cPs3buXCRMmsH79erZu3QrA6tWradu2LX5+fuzYsYOTJ08yZswYpk2bxoABA1AU5abXycvLY+nSpUyYMIHvvvvuum2sra1ZsGABcXFxd3wf8fHx7Nmzh1GjRt3w/AaDgfXr19O7d28AvvzySzp27IibmxvLli0jJiaG1atX07JlS1555RXTcYqiMGDAAN59913GjBnDiRMn2LlzJ/7+/rRr1+66weTV3NxdiagdRlpaRukdzve46IK2CLyTKfI9RXzGcc7HX8DDy50BT/dh5LjnadO+BQ6O9vd2jZs4e+wIMXt2oxiN5XYNIURpjXtJr7qqRIbBCiGEEEIIUQW99NJLWFhYcPDgQezs7Ezbq1evziOPPIKiKOTm5vL888/Tu3dvvvnmG1Ob5557Di8vL3r37s3y5cvp37//Da+zYsUKatWqxaRJk/D19eXChQv4+/uXahMeHo6npydTp05l+fLld3QfCxcupGfPnrz44os0b96cWbNmYWNjU6rNnj17sLS0pEmTJsTHxzN27FjGjh3LrFmzSrWrV68eL7/8sun18uXL+fnnn1m3bh29evUybf/mm29IS0vjueeeo3PnzqWe33/Va1Cbg38dpqiwCK3VvwtL2OaDZREU3+FCE9YF4JpJgSadxIQkjIpCULA/Ldo0pW5kLaysre7sfHcoOTGRA3v3cGDPn1ipNGgVw60PEkLcMydPb8KatzJ3GeI+kp51QgghhBBCVDFpaWls2bKFkSNH3jBoUqlUbNmyhbS0NMaPH3/N/l69ehEWFsZPP/1002stWLCAQYMG4eTkRLdu3Vi0aNF123344YesXLmSgwcP3vZ9KIrCwoULGTRoEBEREYSEhPDzzz9f0+5K2KZSqVi5ciXFxcVMmDDhuudUqf5/LrklS5YQFhZWKqi74tVXXyUtLY3ffvvtpjWGhlXH28eT1NT0q64BOGff5l0CNvngl0Ce+ynOJB4nMSGJGmHBDB42gBEvP0vjZg3KNahLT0tl9bKlzP1kBpvX/wJqFTZBIeV2PSFEaa36DUSt1pi7DHEfSVgnhBBCCCFEFXPq1CkURSE8PLzUdnd3d+zt7bG3t2fixInExsYCULNmzeueJyIiwtTmeuLi4ti3b5+p592gQYNYuHDhdYfONmzYkH79+jFx4sTbvo+tW7eSl5dHly5dTOdfsGDBNe3Wrl1rGgIbGxuLo6Mj3t7epv0rV6403be9vT1Hjx41tb3RvV/ZfrP7B9BaaWnUpD7ZWTml79spG1S3GEZqlwf+l8hxjuP05eOkpqRRs04YQ18YyHMvDSayYR0stZY3P0cZiD58mC0bfsHC0pKwmjXx8PTCwt0LlbVtuV9biKrOIzCYiNbtzF2GuM/MFtZ98MEHNGnSBAcHBzw9PXn00UeJiYkp1aagoICRI0fi5uaGvb09ffr0ISkpyUwVCyGEEEIIUbnt37+fqKgoateuTWFhoWn7realu5HvvvuOLl264O7uDkD37t3R6XRs3779uu2nTZvG77//zpYtW277/P3798fComR2nyeffJI///yT06dPm9qcOHGCy5cv07FjR9O2q3vPQckCFVFRUWzYsIHc3NxSC2fc7b1frXZkTZyc/7PQhMZ4g951CjjkQMAFsuxjOXXhBJmZOuo3rMOwFwfz7IhB1K4bYbrn+yE0PBxXN3c0GrXp2alUKiz8g+9bDUJUVQ89NfSa71mi8jNbWLdr1y5GjhzJvn37+O233yguLubhhx8mNzfX1OaVV17hl19+YcWKFezatYvLly/z+OMyqaIQQgghhBD3IiQkBJVKdc0vy6tXr05ISIhpzrewsDCgJPC6nhMnTpja/JfBYOD7779nw4YNWFhYYGFhga2tLenp6TdcCKJGjRo8//zzTJo06ZYhWXp6OqtXr+bLL780nb9atWro9fpS51+3bh2dO3fG2toagNDQUHQ6HYmJiaY29vb2hISEEBgYWOoaYWFhN733K21uxcvbg4jaYaWGwgLgkglcuU8FHLMh6AKZ1rHEnT9JTk4eTVs2YviooTw9bABhETVQq+//WzhfP3/qN2pMcmJSqc+LxsUdtaPzfa9HiKrCr3Y9guo3MncZwgzMFtZt2rSJoUOHUrt2bSIjI1m0aBHx8fEcOnQIAJ1Ox4IFC5g1axYdOnSgUaNGLFy4kD179rBv3z5zlS2EEEIIIcQDz83Njc6dOzN37txSvyz/r4cffhhXV1dmzpx5zb5169YRFxfHk08+ed1jf/31V7Kzszl8+DBRUVGmj59++olVq1aRmZl53ePefPNNYmNjWbp06U3vYfHixfj5+XHkyJFS5585cyaLFi0y9Y5bu3YtjzzyiOm4vn37YmlpyUcffXTT8wMMGDCAuLg4fvnll2v2zZw50/Qcb0eDRnXRqNUUFPx/j0WVpaFkOKyzDiXoPGkWJ4k7e5LCwiIeat+SEWOeYcDTjxNcI9CsPWtUKhXNWrfBzt4e3X8+bxb+NcxTlBCVnoq2A58xdxHCTCrMarA6nQ4AV1dXAA4dOkRxcTGdOnUytYmIiCAgIIC9e/fSvHnza85RWFhYqrt+VtY9LokuhBBCCCFEJfXll1/SqlUrGjduzNtvv029evVQq9UcOHCAkydP0qhRI+zs7Pj6668ZMGAAw4cPZ9SoUTg6OrJt2zZee+01+vbtS79+/a57/gULFtCjRw8iIyNLba9VqxavvPIKixcvZuTIkdcc5+Xlxbhx4/j4449vWv+CBQvo27cvderUKbXd39+fyZMns2nTJpo0acLBgwdZt26daX9AQAAzZ85kzJgxpKenM3ToUIKDg0lPT+d///sfABpNyUTuAwYMYMWKFQwZMoSPP/6Yjh07kpWVxRdffMG6detYsWLFTVeCvVpIeA0CqwcQf/YCQdUDTNsVz2RSU9LJOJOJi6szHbu0pUnzhnj7et3Wee8X/8BA6jdqzB+7duDk7GwKD9V29mjcvTGkJt7iDEKIOxHWvBXeNULNXYYwkwqxwITRaGTs2LG0atXK9D/bxMREtFotzs7Opdp6eXmV6rJ+tQ8++AAnJyfTx3+XhBdCCCGEEEKUqFGjBocPH6ZTp05MnjyZyMhIGjduzOeff8748eN57733gJKeaDt27CA+Pp42bdoQHh7O7NmzmTp1KkuXLr1uj6+kpCQ2bNhAnz59rtmnVqt57LHHrrsQxBXjx4/H3t7+hvsPHTrEkSNHrnt+JycnOnbsyIIFC/jll19o2rSpac68K0aPHs2WLVtISUmhb9++hIaG0r17d86ePcumTZuoW7cuUNKjbPny5UyZMoXZs2cTHh5OmzZtOH/+PDt37uTRRx+9YY3/ZWlpQfNWjdEbDBQXFWMwGEi8nERczBk0GjXde3dm1Ljn6fV4twoX1EHJs2jbqTMuLq6kJCeX2mfhFwSyUqUQZUal0dDmySHmLkOYkUopixlT79GLL77Ixo0b+eOPP/Dz8wNKlkl/5plnSvWUA2jatCnt27e/brf16/Ws8/f3R6fT4ejoWL43IYQQQlRSQZM2mLuECuvchz3K/RpZWVk4OTnJzzNC3IXevXvTunVrJkyYYO5SACgoKOSLmfM5fzYetUaDl48HzVo2pmGTSJxdnMxd3m3ZsmE961etJCQsDM1Vi1zoL51Hf+mc+QoTohJp0rsPD8kQ2CrN7MNgR40axfr169m9e7cpqAPw9vamqKiIzMzMUr3rkpKSSi2zfjUrKyusrKzKu2QhhBBCCCHEA6B169Y3nFPPHKytrWjbqRW7t6to0rwh9RvVxcHxxj0IK6IWbR7i8IH9JFy+hF/A/y/IofHxQ5+SAEWFNzlaCHErti6utOhbcb5vCfMw2zBYRVEYNWoUq1evZvv27QQHl172u1GjRlhaWrJt2zbTtpiYGOLj42nRosX9LlcIIYQQQgjxgJkwYUKFmxqncbMGvDLpJdq0b/HABXUADo6OtO30MAX5BRQWFJi2q9QaLINkfi0h7tXDz4/E0sra3GUIMzNbz7qRI0eyZMkS1q5di4ODg2keOicnJ2xsbHBycmLYsGGMGzcOV1dXHB0dGT16NC1atLju4hJCCCGEEEII8SAw58quZaFh06Yc+msvZ07FUT3k/wM6jbMbBjdPjGnJNzlaCHEjAfUaUqNRM3OXISoAs/WsmzdvHjqdjnbt2uHj42P6WLZsmanN7Nmz6dmzJ3369OGhhx7C29ubVatWmatkIYQQQgghhKjytFotHbp0Ra3WkJOdXWqfZWAIWFqaqTIhHlwarRXdXhpr7jKqpJ07d6JSqcjMzDR3KSZmHQZ7vY+hQ4ea2lhbW/PFF1+Qnp5Obm4uq1atuuF8dUIIIYQQQggh7o/wWrWJbNSISxcvYDQaTdtVFpZYBspwWCHu1EMDn8HexfWOj7tw4QLPPvssvr6+aLVaAgMDGTNmDGlpaXd0nnPnzqFSqYiKirrjGsqCSqUyfdjZ2REaGsrQoUM5dOhQmV6nXbt2jB07ttS2li1bkpCQgJNTxVnox2xhnRBCCCGEEEKIB5NaraZLj154enmTcOlSqX0aVw/ULu5mqkyIB497cA0adu15x8edOXOGxo0bExcXx08//cSpU6f46quv2LZtGy1atCA9Pb3May0qKirzc16xcOFCEhISOHbsGF988QU5OTk0a9aMH374odyuCSW9hb29vSvUFAUS1gkhhBBCCCGEuGMeXl506taDgvx88vLySu2zDAoFjdmmSBfigaG21PLoq1Pu6tiRI0ei1WrZsmULbdu2JSAggG7durF161YuXbrE1KlTTW1VKhVr1qwpdbyzszOLFi0CMC362aBBA1QqFe3atQNg6NChPProo0yfPh1fX1/Cw8MBOHr0KB06dMDGxgY3NzeGDx9OTk6O6dw7d+6kadOm2NnZ4ezsTKtWrTh//vxN78fZ2Rlvb2+CgoJ4+OGH+fnnnxk4cCCjRo0iIyPD1O6PP/6gTZs22NjY4O/vz8svv0xubq5p/5dffkloaCjW1tZ4eXnRt29f073s2rWLOXPmmHrxnTt37pphsIsWLcLZ2ZnNmzdTs2ZN7O3t6dq1KwkJCaZrGI1G3n33Xfz8/LCysqJ+/fps2rTJtL+oqIhRo0bh4+ODtbU1gYGBfPDBBze9/6tJWCeEEEIIIYQQ4q40bt6ceg0bcfH8eRRFMW1XWWpL5q8TQtxUh2Ev4eThdcfHpaens3nzZl566SVsbGxK7fP29mbgwIEsW7as1L/Lm9m/fz8AW7duJSEhodR6Adu2bSMmJobffvuN9evXk5ubS5cuXXBxceHAgQOsWLGCrVu3MmrUKAD0ej2PPvoobdu2JTo6mr179zJ8+PC76rn2yiuvkJ2dzW+//QbA6dOn6dq1K3369CE6Opply5bxxx9/mK598OBBXn75Zd59911iYmLYtGkTDz30EABz5syhRYsWPP/88yQkJJCQkHDDFcPz8vL45JNP+PHHH9m9ezfx8fGMHz/etH/OnDnMnDmTTz75hOjoaLp06ULv3r2Ji4sD4LPPPmPdunUsX76cmJgYFi9eTFBQ0G3ft/yqQwghhBBCCCHEXbGwsKBrr96cP3uGxMuX8alWzbRP4+6FMSsDQ2qSGSsUouKqVr8xke073dWxcXFxKIpCzZo1r7u/Zs2aZGRkkJKSgqen5y3P5+HhAYCbm9s1awXY2dnx7bffotVqAZg/fz4FBQX88MMP2NnZATB37lx69erFRx99hKWlJTqdjp49e1KjRg1TPXcjIiICKJlTD+CDDz5g4MCBpnnnQkND+eyzz2jbti3z5s0jPj4eOzs7evbsiYODA4GBgTRo0AAAJycntFottra2t1wPobi4mK+++spU/6hRo3j33XdN+z/55BMmTpzIgAEDAPjoo4/YsWMHn376KV988QXx8fGEhobSunVrVCoVgYGBd3Tf0rNOCCGEEEIIIcRd8/b1pWPXbuTk5FCQn19qn0VgKCobWzNVJkTFZWHvyOOvTLzn89xuz7l7UbduXVNQB3DixAkiIyNNQR1Aq1atMBqNxMTE4OrqytChQ+nSpQu9evVizpw5pYaQ3okr93elV96RI0dYtGgR9vb2po8uXbpgNBo5e/YsnTt3JjAwkOrVq/P000+zePHia4bp3w5bW1tTUAfg4+NDcnIyAFlZWVy+fJlWrVqVOqZVq1acOHECKBlyGxUVRXh4OC+//DJbtmy5o+tLWCeEEEIIIYQQ4p40a9WaOpH1uXDuP8NhNRosQ2qBWt56CmGiUtN73GS01ja3bnsDISEhqFQqUzj0XydOnMDFxcXUY06lUl0T7BUXF9/Wta4O5W7XwoUL2bt3Ly1btmTZsmWEhYWxb9++Oz7Plfu7MqdeTk4OL7zwAlFRUaaPI0eOEBcXR40aNXBwcODvv//mp59+wsfHhzfffJPIyEjTfHS3y9LSstTr6z2/m2nYsCFnz57lvffeIz8/n379+pnmzrsd8h1TCCGEEEIIIcQ9sbS0pPsjj+Dq7s7lCxdK7VPb2GEZFGamyoSoeOp2f4Tg2nXv6Rxubm507tyZL7/8kvz/9GhNTExk8eLF9O/f39QjzcPDo1Tvtri4uFI9zq70nDMYDLe8ds2aNTly5EipRR3+/PNP1Gq1aQEKKFmsYvLkyezZs4c6deqwZMmSO77PTz/9FEdHRzp1Khku3LBhQ44fP05ISMg1H1fuwcLCgk6dOjFjxgyio6M5d+4c27dvN93n7dzjzTg6OuLr68uff/5Zavuff/5JrVq1SrXr378/8+fPZ9myZaxcufK2V+iVsE4IIYQQQgghxD3z9fOn+6OPUlRcjO4/vVg07l5oPG4+R5QQVYFzUA0eHjysTM41d+5cCgsL6dKlC7t37+bChQts2rSJzp07U61aNaZPn25q26FDB+bOncvhw4c5ePAgI0aMKNV7zNPTExsbGzZt2kRSUhI6ne6G1x04cCDW1tYMGTKEf/75hx07djB69GiefvppvLy8OHv2LJMnT2bv3r2cP3+eLVu2EBcXd8t56zIzM0lMTOT8+fP89ttv9O3blyVLljBv3jycnZ0BmDhxInv27GHUqFFERUURFxfH2rVrTQtMrF+/ns8++4yoqCjOnz/PDz/8gNFoNIWIQUFB/PXXX5w7d47U1FSMRuNdPfvXXnuNjz76iGXLlhETE8OkSZOIiopizJgxAMyaNYuffvqJkydPEhsby4oVK/D29jbdx61IWCeEEEIIIYQQokw0atacVm3bkXj5MkVFRaX2lcxfd+fD6YSoLDT2jgyY+l6ZnS80NJSDBw9SvXp1+vXrR40aNRg+fDjt27dn7969uLq6mtrOnDkTf39/2rRpw1NPPcX48eOxtf3/+SQtLCz47LPP+Prrr/H19eWRRx654XVtbW3ZvHkz6enpNGnShL59+9KxY0fmzp1r2n/y5En69OlDWFgYw4cPZ+TIkbzwwgs3vZ9nnnkGHx8fIiIiePHFF7G3t2f//v089dRTpjb16tVj165dxMbG0qZNGxo0aMCbb76Jr68vAM7OzqxatYoOHTpQs2ZNvvrqK3766Sdq164NwPjx49FoNNSqVQsPDw/i4+Pv/MEDL7/8MuPGjePVV1+lbt26bNq0iXXr1hEaGgqAg4MDM2bMoHHjxjRp0oRz587x66+/or7NKQFUyv2YjdBMsrKycHJyQqfT4ejoaO5yhBBCiAdS0KQN5i6hwjr3YY9yv4b8PCOEeNDk5eXy/ddfEXP8OCHh4aZheADGgnyKjh8G/e3NlSVEZaFoLOj71ocEhUeYuxTxAJCedUIIIYQQQgghyoytrR2PPNEPdw8PLl0o3WtFbW2DNrQ2qOStqKg6FFQ0e+pZCerEbZPvkEIIIYQQQgghypSvnz/dHn0MfbGezIyMUvvUDk5YVg+/wZFCVD7VWjxE6x69zF2GeIBIWCeEEEIIIYQQosw1bNKU1u07kJSYSMF/VqvUuHli4RdspsqEuH9sq4fR56UxpYaDC3ErEtYJIYQQQgghhChzKpWKLj170aBxY86fPUtxcel56ix8A9B4+JipOiHKn9rFnYGT3kKr1Zq7FPGAkbBOCCGEEEIIIUS5sLax4fEBTxFWsyZnT53CaDSW2m8RFIraycVM1QlRfoy2DvSb8g6OTk7mLkU8gCSsE0IIIYQQQghRbpycnen71CB8/fw4e/o0iqKY9qlUKixDaqGyczBjhUKULb3Wmh5jJ1EtINDcpYgHlIR1QgghhBBCCCHKlbevL30HDsLJyemaFWJVGgu04XVR2dqbqTohyk6RRkurZ16kVmSkuUsRDzAJ64QQQgghhBBClLsaoWH07tsPFBUpSUml9qksLNFG1JPATjzQitQW1HmkH63adzB3KeIBJ2GdEEIIIYQQQoj7on7jxnTp3Zvs7Gwy0tNL7VNZWKINr4fKxs5M1Qlx94rVGkK6PkK3Pn1l5VdxzySsE0IIIYQQQghxX6hUKh7q0JGOXbqSlppKZsZ/AjtLS7QRkRLYiQdKsUpNYMcePPrUICwsLMxdjqgEJKwTQgghhBBCCHHfqNVquvTqTceu3UhJTiEzI6PU/pLArh4qG1szVSjE7StSa/Br15U+Tw/B0tLS3OWISkLCOiGEEEIIIYQQ95VGo6Fb70fo2LUbqcnJ6K4J7LQlPexkDjtRgRWoLfBp05m+Q55Ba2Vl7nJEJSL9M8tI0KQN5i6hQjr3YQ9zlyCEEEIIIYSogK4EdorRyPYtm0GlwsnZ2bRfZalFW7M+xaeOYdRl3PhEQphBnkZLtVbt6Tf0GaxtbMxdjqhkpGedEEIIIYQQQgizsLCwoPujj9GuU2eSExPJ0ulK7VdpNFiG1UXj7m2mCoW4Vo6FFd4t29Fv8FBsbWV+RVH2pGedEEIIIYQQQgizsbCwoOfjfVAUhd3btmIwGHBxdTXtV6lUWFYPB60VhsvnzVipEJBlaUONdp3p8+RA7OwkqBPlQ8I6IYQQQgghhBBmdSWw02q1bN+8ieKiIjy9S/ems/QLQqW1Qn8u1kxViqpMAXRW9tTr0pPeffpiZW1t7pJEJSbDYIUQQgghhBBCmJ2lpSXdHnmU3n37UVhYyMX4eBRFKdXGwtMHy7A6oNaYqUpRFSlqDWn2bjR99Ake7ddfgjpR7iSsE0IIIYQQQghRIajVah7q2JF+Tw/GUqvl3OnTGI3GUm00zm5oazdEZWNrpipFVWKw1JLq6EGnJwbQ49HHsLS0NHdJogqQsE4IIYQQQgghRIWhUqlo2KQpg559Dld3d07HxWHQ60u1UdvYoq3VELWbp5mqFFVBgZUtGa4+9B74NB26dEWtlghF3B/ylSaEEEIIIYQQosIJq1mTwc8Pxz8wkNNxsRQWFpbar9Jo0NaoiUVgCKhUZqpSVFaZVvYoftV5cugwWj7UFpV8jYn7SMI6IYQQQgghhBAVkl9AIEOGj6BW3UjOnT6NLjPzmjYWXtXQ1qwPWqv7Xp+ofBQLS5KsnfCs25BnXnyJeg0bmrskUQVJWCeEEEIIIYQQosJy9/Bg8PDhdOjSlfS0NC5fvHjNwhNqe0esajdC7eRipipFZaC3deCytTP123Vg6AsjqOYfYO6SRBVltrBu9+7d9OrVC19fX1QqFWvWrCm1X1EU3nzzTXx8fLCxsaFTp07ExcWZp1ghhBBCCCGEEGZjY2NL775P0G/Q02i1Wk7HxqIvLi7VRmVpiWVY3ZJhsTK3mLgTGg1ZDm5kOLjR7fG+PDFoMA6OjuauSlRhZvsOlpubS2RkJF988cV198+YMYPPPvuMr776ir/++gs7Ozu6dOlCQUHBfa5UCCGEEEIIIYS5qdVqmrZsxdARLxFUvQanYmPJzckp1UalUpUMi63TCJWdg5kqFQ8UOwcu27hg6enDU0OfpVP37rLiqzA7C3NduFu3bnTr1u26+xRF4dNPP+X111/nkUceAeCHH37Ay8uLNWvWMGDAgPtZqhBCCCGEEEKICiIwOJhnXnyJ9at+5sDevTg4OeHp5VVqAQC1tS3aWg0wJF5Ef/EcKEbzFSwqJpWKImcPEooVatWpS6++fWXYq6gwKmTf4LNnz5KYmEinTp1M25ycnGjWrBl79+694XGFhYVkZWWV+hBCCCGEEEIIUbk4OjnR7+khPNKvP4rRyKmYWIqKikq1UalUWPj4l/Sys5chjeIq9o4kObiTbW1Pj8ceZ+iIFyWoExWK2XrW3UxiYiIAXl5epbZ7eXmZ9l3PBx98wDvvvFOutQkhhBBCCCGEMD8LCwvadepMcPUarF+9kpgTJ3D38MDN3b1UO7WNLdqa9TGkJJT0stMXX/+EovKz1FLs5s3lnHyCq4fQ49HHCatZ09xVCXGNCtmz7m5NnjwZnU5n+rhw4YK5SxJCCCGEEEIIUY4Cq1fn2ZdG0q33IxTk53M6No7i6/Wy8/TFql4TNF7V4Kohs6JqUHv6kuLoSZpeoW2nzjw3crQEdaLCqpA967y9vQFISkrCx8fHtD0pKYn69evf8DgrKyusrKzKuzwhhBBCCCGEEBWIjY0tXXv1JjQ8nI3r1hEXcxI3dzfc3D1KzWWnsrDEMjAEjacP+vOnMWZlmLFqcT+o7B0pcPUiMT0TXz8/uvV+lHoNG5b6uhCioqmQPeuCg4Px9vZm27Ztpm1ZWVn89ddftGjRwoyVCSGEEEIIIYSoiFQqFSHhETw3ahQ9Hn2MoqJiTsXEkJeXd01btY0d2oh6WIbWRmVlY4ZqRXlTaa3BvwYXLOzILtTTtlNnXhgzlshGjSSoExWe2XrW5eTkcOrUKdPrs2fPEhUVhaurKwEBAYwdO5Zp06YRGhpKcHAwb7zxBr6+vjz66KPmKlkIIYQQQgghRAVnY2NLl569CK9Zi62bNnL8aDQWGg3V/P2xsLQs1Vbj4o7ayRVD8mX0CfFQLPPZPfAsLdH4BJBSrJCXlUtYzZp07t6DGmHhEtKJB4bZwrqDBw/Svn170+tx48YBMGTIEBYtWsSECRPIzc1l+PDhZGZm0rp1azZt2oS1tbW5ShZCCCGEEEII8YAIqlGDoS+MIPrw3+zYspnTcXE4u7ri6eVVemisWo2Ftx8aTx8MyQnoEy5AcdFNziwqJAsLLLz9ybWyIyExES8fH3o83ofGzZqjlemyxANGpSiKYu4iyktWVhZOTk7odDocHct3qe6gSRvK9fwPqnMf9jB3CUIIIe6R/D/uxu7H/+fu588zQghRWeXm5rLv9938sWM7aWmp+PhWw9HJ6bptFaOxZOXYhAtQVHifKxV37N+QrsjBhcuXL2NlbU3j5i3o0KULrm7utz5eiAqoQi4wIYQQQgghhBBClBU7Ozs6du1G3foN2LFlM38f2E9yYhLevj7YOziUaqtSq7HwqobGwwdDaiL6y/ES2lVAKisbNF7V0Ds4E5+QgCoviVr16tGuU2dCwiNkyKt4oElYJx4I0qvjxqT3ohBCCCGEELfH09ubfk8PpmHTpvyxYwcnjv1D4uXLePv6Xj+08/RF4+GDMSMVQ9JljNmZ5ilcmKgdXdB4V6PYypZLCQnosy5RIyyMhzp2olbdemg0GnOXKMQ9k7BOCCGEEEIIIUSVoVKpCI2oSY2wcE7FxLBn9y5O/HOUhMuX8fbxweE/Uw6oVCo0rh5oXD0w5udhSL6MITURDAYz3UEVpFajcfdC41WNYpWGi5cvU6xPI7hGDVq370Dd+g2w/M/iIUI8yCSsE0IIIYQQQghR5ajVasJq1iQ0IoLTsTHs2b2b40ejSbx8Ga9/Q7v/DqVU29iiDgzBwi8YQ1oyhuTLKHk5ZrqDyk9la4/G3Qu1mxe5BfkkX7wMQFD16rRu34E6kfXRarVmrlKIsidhnRBCCCGEEEKIKkulUhESHkGNsHDOnIpjz+5dHI+OJuHyJZxdXHF3d0djUfqts0qjwcLTBwtPH4y52RjSkjGmp6IUFZjpLioPlZU1ajdPNG5eYGVNeloaaafisLW1o3a9ejRp3pKIOnUkpBOVmoR1QgghhBBCCCGqPJVKRY3QMKqHhHIxPp7ovw9x+OABTp86hVZriaeXN7Z2dtccp7ZzQG3nAAE1MOZkYUhPwZCeIotS3AkLy5Khxm6eqB2cKC4qIiEpiZzsbFzc3GjfuQsNmzQlIDhYFo4QVYKEdUIIIYQQQgghxL9UKhX+gYH4BwbStlNnjkUf4eC+vZw/c4aiwiJc3N1wdXNDrVZfc6za3hG1vSMW/tVR/g3ujJlpKIXS4+6/VDZ2qJ1cUDu5onZ0RlEUdJkZpMfFoSgKPr7V6NKzF3UbNMDVzd3c5QpxX0lYJ4QQQgghhBBCXIe9gwPNWrWmcfMWnD19iqhDBzl6+DCnYmOwtLDExc0VRyfna4I7lUqFysEJtYMTBIZgLMjHmJWBMSsTY1Ym6IvNc0PmpNGgdnRB7eyKxskVldYKRVHIyc4m7cwZioqLcXJyokHjJtSt34CI2rWxtrExd9VCmIWEdUIIIYQQQgghxE1oNBpCwsIJCQunY5euxJ44wfHoaM6ciiM5MQZLrRZXV1ccnJyu3+PO2ga1tQ14+qIoCkpe7r/hXQbGnKzKubKspbZkiLC9A2oHZ1T2JQt2KIpCfl4eaQmJ5OflYmfvQEhEBJENGhFaMwI3dw9zVy6E2UlYJ4QQQgghhBBC3CYXVzeatWpN05atSEtN5VRMDMeiozh76jRJiYlYai1xcnbB0dERC0vLa45XqVSo7OxR29mDj39JeFdYgJKbjTEvByU3B2NezoPV+06t+feeHEqGAts5oLKyNu026PXoMtLRZWZSVFiEtY0Nvn5+1G/UmNCaNfHxrSZz0QlxFQnrhBBCCCGEEEKIO6RSqXD38MDdw4NmrVqRmpLC6ZgYjkUfIf7cWc6fPYvBaMDW1hYHRyccHB2v2+tOpVKhsrYBaxs0bp6m7UpRIcbcbJT8vJIwr7AApajkTxTlft7qlUJRaa1RWduUfFjZXPV361Jhm6Io5OXmosvMICc7B1QqHJ2cCK9Vm/CatQgICsYvMBCNRnP/70OIB4CEdUIIIYQQQgghxD1QqVR4eHri4elJ8zZtyNLpuHQhngvnzhFz/DhJiQkkJyYCYGdvj72DA7a2ttfteWc6p9YKjdYKXEpvVxQFiov+P8ArLkTR60GvR9EXg0GPYjCA0fDvn8YrRZb6U3X1a40FKgtLsCj5s+Tvlqgs/92mtb4mkLuaXq8nNyeH3Jwc8vJyMRqM2Nja4ubuQbPWDxFUvToBQcE4OTvf9TMWoiqRsE4IIYQQQgghhChDjk5OODrVpWadunTu0ZO01FQunj9P/LmzxJ44TmZGJilJSRiMBtQqNbZ2dtja2WFnZ4elVnvTc6tUKtBaodJagYPTfbqj/6fX6ynIzyc3N5fcnGwMegNqtRpbO3tc3dxo2LQZ1fz8qRYQgE+1alhYSOwgxJ2SfzVCCCGEEEIIIUQ5uXq4bP3GjTEajWRmpJOanEJKchIJly8Rf/YsmenpZKSlodfrgZJFLaysrNBaW2FlZV3ydyurcp/bTVEUDAYDhQUFFBQUlPyZn4/h30Uw1Go11jY22Ds4EFazJv4BgXh6++Dl442Lq5vMPSdEGZCwTgghhBBCCCGEuE/UajWubu64urkTVrMmUBKQZel0pCQnkZqcQpYuk/TUVFJTkslITyc3J5eMtDSKiotN89UpKGjUGiwsLNBYaFCrNWg0GtQaNSqVGlD+/e/Kn/8OoVUUFEVBry9Gr9ejL9ajKErJSq3/ttFoNFhbW2NlbY2Hlxde3j54eHnh5OyMk7MLTs7OuHl4SK85IcqJ/MsSQhA0aYO5S6iwzn3Yw9wlCCGEEEKISk6lUv0bhDkTEhZeap9erycnKwudTkd2lo5sXRb5BfkU5ueTm5NDTk42+Xn5FBYUUFhYQFFRUUn4hgrUKlNPN7VKXfJ3tQpLCwts7exxcHTE3tEBOzt7rK2tsbaxwdrGBhsbGxydSuqxtrExxyMRokqTsE4IIYQQQgghhKigLCwscHZ1xdnV9bbaG41GDIaSeeRUqv8P62R4qhAPDgnrhBBCCCGEEEKISkKtVqNWq81dhhDiHsi/YCGEEEIIIYQQQgghKggJ64QQQgghhBBCCCGEqCBkGKwQQtwHsojH9ckCHkIIIYQQQghRmvSsE0IIIYQQQgghhBCigpCwTgghhBBCCCGEEEKICkLCOiGEEEIIIYQQQgghKggJ64QQQgghhBBCCCGEqCAkrBNCCCGEEEIIIYQQooKQsE4IIYQQQgghhBBCiArCwtwFCCGEEPcqaNIGc5dQYZ37sIe5SxBCCCGEEELcAelZJ4QQQgghhBBCCCFEBSFhnRBCCCGEEEIIIYQQFYSEdUIIIYQQQgghhBBCVBAS1gkhhBBCCCGEEEIIUUFIWCeEEEIIIYQQQgghRAVR4cO6L774gqCgIKytrWnWrBn79+83d0lCCCGEEEIIIYQQQpSLCh3WLVu2jHHjxvHWW2/x999/ExkZSZcuXUhOTjZ3aUIIIYQQQgghhBBClDkLcxdwM7NmzeL555/nmWeeAeCrr75iw4YNfPfdd0yaNOma9oWFhRQWFppe63Q6ALKyssq9VmNhXrlf40FUVs9enu+NlcUzlud7Y/I1XL7k+ZY/+R5Rvu7HzxhXrqEoSrlfSwghhBBCmJ9KqaA/+RUVFWFra8vPP//Mo48+ato+ZMgQMjMzWbt27TXHvP3227zzzjv3sUohhBBCiPvjwoUL+Pn5mbsMIYQQQghRzipsz7rU1FQMBgNeXl6ltnt5eXHy5MnrHjN58mTGjRtnem00GklPT8fNzQ2VSlWu9VYUWVlZ+Pv7c+HCBRwdHc1dTqUjz7f8yTMuX/J8y5c83/JXFZ+xoihkZ2fj6+tr7lKEEEIIIcR9UGHDurthZWWFlZVVqW3Ozs7mKcbMHB0dq8ybGHOQ51v+5BmXL3m+5Uueb/mras/YycnJ3CUIIYQQQoj7pMIuMOHu7o5GoyEpKanU9qSkJLy9vc1UlRBCCCGEEEIIIYQQ5afChnVarZZGjRqxbds20zaj0ci2bdto0aKFGSsTQgghhBBCCCGEEKJ8VOhhsOPGjWPIkCE0btyYpk2b8umnn5Kbm2taHVZcy8rKirfeeuua4cCibMjzLX/yjMuXPN/yJc+3/MkzFkIIIYQQlV2FXQ32irlz5/Lxxx+TmJhI/fr1+eyzz2jWrJm5yxJCCCGEEEIIIYQQosxV+LBOCCGEEEIIIYQQQoiqosLOWSeEEEIIIYQQQgghRFUjYZ0QQgghhBBCCCGEEBWEhHVCCCGEEEIIIYQQQlQQEtYJIYQQQgghhBBCCFFBSFgnxAOmqKjI3CUIUW6MRqO5SxBCCCGEEEIIs5KwTtyxlJQUTp06RWxsrLlLqZI6dOjA4MGDzV3GA0mCoIrtzJkzfPrpp6xfv578/HxzlyMEBoPB3CUIIYQQQogqSMI6cUeio6N56KGHGDhwIG3atGHJkiXmLqnKmT9/Phs2bODll182dykPBJ1OR2JiIsXFxajVahRFMXdJ4jqio6Pp2LEjSUlJXLp0CRsbG3OXZHZnzpxh/vz5jB07liVLlrB//37TPvk6Ln96vR6NRoPRaGT+/PkUFhaauyQhhBBCCFFFWJi7APHgOHr0KB06dGD69Om0atWK1atXM3HiRFq0aEFwcLC5y6syatasyd69e2ncuDGKovD555+bu6QK6+jRowwePBhra2tSU1PZsGEDYWFhGI1G1Gr5XUVFERcXR6dOnXjjjTcYPXq0afuuXbtwdnYmMjLSjNWZx5EjR3j44Yfp2LEjOTk5bN26FTs7O5566inGjBmDSqUyd4mVmqIoWFhYYDAYaNasGd7e3vTo0QMfHx959kIIIYQQotzJu1VxW9LT03nqqado2bIlL7zwAnXq1KFbt24EBQVhZWVl7vIqtZycHGbOnMnUqVP5559/yMnJISwsjEOHDvHDDz+UCjfE/4uOjqZDhw4MGDCATz/9lNq1a9OpUycKCgqkh10Fs3z5ch599NFSX8vvvvsu7du35+uvv+bIkSNmrO7+S0xMpG/fvkyePJklS5awbt06Vq5cSe/evfnss8+YN2+euUus9K4EcgMGDKBu3bqsX78eX19fLl++THZ2NsXFxWauUAghhBBCVGYS1onbYjAY6NGjB87Oznz//fcA7N69m6KiIuzt7c1cXeWVlZVFw4YN+eOPP9i4cSOPPfYYBw4cACA0NJSDBw9KYHcdKSkpdO7cmccee4yJEyfSrFkzxo8fj5+fH8nJyRiNRukdU4EcOHAAa2tr0+s9e/awbds2fvnlF7Kzs/nyyy+Jjo42Y4X3V1JSEmFhYYwaNYri4mIURSE8PJxhw4YxYMAAli9fztmzZ81dZqV3ZTGfhx9+GIDhw4fz5JNP8vjjj7Nq1SoJ/IUQQgghRLmRsE7c1MWLF4mOjsbDw4OXX36ZkJAQNm/ezCOPPMKnn37Kzz//jKOjo7xpKQc5OTnUrVuXJ598ktWrV/P333/j7e3NN998Y2oTGhrK/v37+f777xk1apRpe1X/fOTm5vLoo4+SmJjIn3/+CcCGDRvYt28fY8aM4YknnuCPP/4gJibGzJVWXXq93vT30NBQEhMTyc3NBaB+/fqsWrWKHj16MGHCBPbv38+5c+fMVOn9d/r0afbs2UNOTg6Wlpam7d7e3vTv35+YmBguXrxoxgorp/8uJqHVamnZsiVvvPEG3bt35+TJk3z33Xd4e3uza9cuCfyFEEIIIUS5kbBO3FB0dDTt27fnp59+4vLly/j6+jJs2DBq1qzJ0aNHGTVqFP7+/oCEQ2XNaDSye/duLly4wNChQ03bW7duTW5uLt999x3p6enodDrCw8M5dOgQP/74I6+//jpAlX0TmZ6ezoULF/D09OTDDz8kIiKC6dOnM2zYMJYsWcJvv/3G6NGj8fX15b333qNRo0Zs2LDB3GVXOTExMQwePJhjx44BUKdOHQ4ePMjOnTspKirC1tYWZ2dnAOrWrYuvr2+pnneV0dVBUf369QkLC+O3337DYDCgUqlQFAWj0Ui9evWoVq0aycnJZqy28jEYDKbFJBYsWMDnn3/OgQMHGDJkCKtWrWLy5Mls376dkJAQIiMjSUtLo7CwUP7fJ4QQQgghyoVKkZ80xXWcOHGCtm3b8sYbbzBkyBAcHR1N+xITE5k/fz7Hjh2ja9eupcIkce/0ej0TJkxg2LBhrFy5khkzZnD8+HEuXLhAmzZt6N69O4WFhWRmZuLt7U2nTp0YM2YMUVFRdOjQgdWrV9O2bVtz38Z9Fx0dzcCBA7GysuLChQts3ryZgIAApk2bxtdff823337Lk08+aWqfnJzM2bNnadasmRmrrnr0ej0vv/wyX331FSNHjmTs2LHUqFGDIUOGsGnTJubOnUuXLl1wdHQkPz+fLl264OPjw7Jly8xderk5ffo0K1asICQkhJ49e2JlZcVjjz3GhQsXWLhwIbVq1cLComQ9qLy8PNq2bcvMmTN56KGHzFx55WI0GmnSpAnu7u44ODjw+++/M27cOEaMGIGTkxM6nY7Zs2fz6aefsmvXriq58IkQQgghhLg/ZDVYcV3ffvstw4YNY/To0aaeA3///Tc2Nja4ubnx6quvMmvWLNavX09BQQEjRowwc8WVR0ZGBkajkdjYWN58802ys7OpUaMGKpWK48ePExERAcC2bdvYv38/mzdv5sUXX6R+/fq0a9fONM9SVRIdHU3Hjh2ZPHkynTt3Zvbs2fTs2ZNTp07x0ksvYWlpyY8//ki1atVMAYeHhweenp4AsjrsfWRhYUH//v355Zdf2LhxI6mpqcyYMYPvv/+e559/ntdff50PP/wQPz8/EhMT8fb2NgV1iqJUul6j0dHR9O7dm4EDB5KRkWHqQbhy5UqaN2/OkCFDGD58OK1atUKr1fLss8+W+joWZWfhwoX4+fmxdu1aADZv3szUqVOxt7dn5MiRbN68mV27drFz504J6oQQQgghRLmSnnWilJSUFDw8PBg0aBCBgYFMnz6d+Ph45syZw+LFi9FqtYSEhDB9+nRq1qzJ9OnTCQwMLDVfmrh33377Ld999x1bt27F1taWGTNm8Prrr3P27FmqVasGXBsw7du3jyeffJJt27ZRvXp1c5V+32VkZNCgQQNatGjBTz/9BJQsWPDKK6+wZs0a3N3dOXnyJD/88AP79+9n6tSptG/f3sxVVz3/DdpmzZqFg4MDa9euxWg08s033+Dn58e2bds4duwYBoOBoKAgHnvsMaByBqqnTp2iVatWvP7666UWidm4cSPh4eEEBQUxfPhwTp48yeHDh2nZsiU+Pj788MMPQOV8Jub0wQcfsG/fPtPXpFqtZsWKFbz44oscP37ctPK5k5OTmSsVQgghhBCVnYR1wsRoNNKqVSueffZZgoODGTx4MPXq1UOlUnH69GkWLVpEVlYWCxYswN3dnXnz5pGWloabm5u5S680rg40hg0bBsD8+fNRq9VMnjyZzz//nB07dtCkSRPTHEtXjjEajSQkJJjCvKogLS2N/fv388cff3D48GFGjhxJjx49mDZtGhs3bmTjxo2mIdwxMTHMmTOHwMBAJk6caObKq5bY2FjWrFlDy5Ytad26NQDffPMNu3fv5n//+x+PP/44er2eOXPmEBwcfM3xlTWU+vjjjzl58iQLFiwwbXv33Xd5++23GThwIG+88QZhYWEUFRURExODt7c3Hh4eQOV9JveLXq83DS2+4uDBgzz//PO899579OzZEyhZrOaxxx7j+++/x8fHxxylCiGEEEKIKkh+0hcmarWaN998k2PHjhEcHMz8+fOpXr06/fv3548//qBly5Z07dqVyMhIdDodgCmok8z37un1epKSkrh06RIZGRmm7RMmTMDKyopDhw4BJb0+xo0bR7NmzTh58iQajQbAFNSp1eoqFdQVFRUxe/ZsLly4wMSJE2natCmffvopTz75JN9++y0//vgjjo6Opon7w8PDeeONNySou8+ys7MZN24ckyZNYtCgQbz11lscOnSI4cOHU1xczIIFC/jpp58wGAy89tprpkUnrlbZQqkrK+EeOHCg1PfOAwcOsHv3brZt24aVlRXvvvsuBw4cQKvVUrduXVNQpyhKpXsm95PRaMTCwgKj0cicOXNYvnw5R44coXHjxvTs2ZPvvvvO1Htx0aJFxMfHl1qVVwghhBBCiPImc9aJUkJDQ1m8eDEnT56kR48edOvW7Zo3hVu2bLlmAYPKNo/U/ZKVlUWfPn0oLi7m7Nmz2NnZMXnyZJ5++mkCAwPRaDT8/PPPNGnSBCjpdePv709ISEip81TFN+5arZbmzZszbtw42rZty7hx4wCYM2cOM2bMoHr16uj1elOoCZh6xlTGuc8qoqSkJKKjo3n++edxdXXFaDRy4sQJcnNzeeONN3jooYfYs2ePaTGVNm3asH37dmrXrm3u0stNYmIiW7duZdCgQURERHDkyBEyMzNxdnamfv36LF++HFdXV4KCgujfvz9nz541/fu/Qr52796VX2woikLz5s0pKiqiWrVqJCUlMXfuXCZNmsTXX3/Na6+9xg8//MD58+dZvnw57u7u5i5dCCGEEEJUIRLWiVJCQkLo2rUrL7/8MhEREdSoUQMomcsuNjaWyZMn4+DgwHvvvQdI6HEvcnNzadSoEW3btmXKlCnEx8eze/duhg4dyqlTp3jnnXeYPHkybdq0oU6dOjz99NMAPP/888D1h3FVNT179iQmJoaPPvqIzz//nOHDh6PRaFixYgVeXl707t37usfJ1+z9sXbtWr777jv27duHRqPh119/RaVSMWLECH799VcWLVpEeno6586dIygoiD179lT6HkxHjx5lypQptG7dmoceeoiFCxeyZcsWevfujbW1Nc7OzgAEBwfj6emJnZ2deQuuBNLT0wFwdXU1/WLjk08+oXXr1syaNYsLFy6wZMkSnn76aRYtWsS4ceMYOHAg+fn52NvbS1AnhBBCCCHuu6rXHUeYxMfH89NPP/Hll1+ybNkyiouLARg0aBCDBg3ihx9+ID8/H0VRiIuLY86cOdSsWZMNGzYAJT0UJPS4e1999RV169bl22+/pXr16rRr144333yTJUuWMG3aNL7//nt8fX2ZMWMGBw8eJCEhodTxVTmoMxqNpuGDXbt2xdrampiYGHx9fRkwYABt27Zl9uzZrFy50syVVm3Dhw+nRo0ajB8/np49e9KxY0d0Oh3ffPMNL7zwAjt37mTr1q34+fmhKIopqKvMw+o7d+7MiBEjmDx5Mp06deKJJ55g+PDhLF26lJSUFNRqNTk5ObRp0wZbW1t69Ohh7pIfaOnp6QwePJiLFy+ati1YsIBvvvmG+Ph4APz9/XnuuecYOnQozz//POvXr8fLy4ugoCAJ6oQQQgghhFlIWFdFHTlyhBYtWrB06VKWL1/OsGHDePTRR1m3bh0AHTp04MKFC2RlZaFSqWjUqBGffPIJX3/9NSCTm5eF1NRU06qChYWFQElI0b9/f9544w0++eQTsrOzqVOnDhcvXuTkyZPmLNfskpKSiImJAUqG/V4JimvXro29vT1Tp04FSoZyP/nkkzRt2pTY2Fiz1VtVxcfHc/78edPrCRMmkJeXR2xsLH369KFnz55cuHCBqVOnUlBQQEhICBYWFqWC/8r6S4ArIeTAgQNxc3Nj3759zJo1i8GDB/PBBx/QqVMnOnfuTKdOnXBzc2P58uWljhN3ztXVlenTp1OvXj0AiouL6dq1K/369ePixYusWLECKJl/9cUXX+Txxx/n7bffJi8vT567EEIIIYQwG1kNtgq6dOkSLVq0YMyYMbz66qtAyRvs559/HqPRaJpLauDAgRQXF5veMF4hQ1/vzZXnN2bMGA4cOMCePXuA0gHoli1beO655/jrr7/w8fHh66+/5tChQ8ydOxetVmvO8s1Cp9MRGhqKra0tffv2ZfLkydjZ2WFtbW1q0717dzp06MD48eOBkjBUesXcX0eOHKFXr158/fXXdOvWDYCcnBzGjh2Lt7c306ZNA2DFihWsW7cOrVbL7NmzTSv2VnZX/xt/4403iImJMX1/3blzJ+fPnyc3N5egoCC6d+9+zTHi9lz5HmswGFCpVKaPF154gbCwMF566SWysrL4/PPPiY2NpW/fvvTr1w+AjIwMjEajrHIuhBBCCCHMSt4BVEGHDx+mXr16pqDOYDAQEBDADz/8QEFBAZ988glQsgpeUVERS5cuLXW8BHX35srzGzJkCBkZGXz88cdASW+xgoICAIKCgggJCTG9SX/hhReYPHlylQzqAGxsbGjfvj0BAQGsX7+e7t27M2rUKGJiYky9X0aPHs3FixdNw4VlpeL7Kzo6mo4dOzJ27FhTUAeYej0uX77c9L3kiSeeoHPnzjRp0qRSB3WxsbHMnDmTAwcOAKUXgnnvvfdITEzk3XffBaBdu3YMGTKEl156SYK6e3Tle2xcXBxqtRqj0UhWVhaNGjXil19+4YcffsDZ2ZmXXnqJsLAwVq1axY8//giAi4uLBHVCCCGEEMLs5F1AFaTT6bhw4QIFBQUYjUY0Gg0GgwEvLy/mz5/Prl272LlzJ5aWlrRv357Y2FjTME1xd3JycnjnnXcYNWoUO3bsAKBGjRr06tWLX3/9lRkzZgCYeoq9+eab2NjY4OnpaTpHcHAwUDXDJ61WS9u2bcnOzuavv/5i5MiRZGdn06RJEyZMmMD27dvp1KkTsbGxpjkVr7xhl3C5/J08eZJWrVoxffp006q8AH/++SdJSUkEBwczffr0UnMvDh48mBEjRgCV82vaaDTy+eef89prrzFkyBCGDBnCsWPHTIE8wAcffEBycjJxcXHXPYcEdXdv2bJlPP300/z+++9ERkYyc+ZMhg8fzoABA/jf//7HwoULcXNz46WXXsLHx4dt27aRnZ1t7rKFEEIIIYQAJKyrklxcXDh//jyJiYmo1Wr0er0psHN1dcXT09O0eEH37t3RarUYjUYzV/3gysrKomHDhhw4cICEhAQ6d+7Mzz//jJOTE6NHj6ZJkyZ89913NGvWjEGDBtGjRw/++ecf1qxZg0qluubZV7Xw6cr9v/TSS1hbWzN16lQGDx7MsmXLCAoKYvXq1fTr148XXniBJ554gtmzZ5vmthPlLy8vjxkzZlCrVi26du1q2v7OO+8wduxYrKysAAgLC+PixYucO3cOoNTXdWX8mlar1XTu3JnAwEDefvtt4uPjeeaZZ+jfvz9Hjx6lqKiI+vXrk5mZaRoKXxlDS3Np3Lgx7du3p1evXvj7+/POO+8AMGLECAYOHMjixYv5/vvvcXNzY+LEiXz88cc4ODiYuWohhBBCCCFKSFhXhVx5I9i9e3datGhB7969ycjIMAVzGo0Ge3t73N3dsbKyQlEUQkNDGTduHDY2NuYs/YGVm5tLnTp16NevH+vXr2flypU8/fTTfP311xQUFODv78/kyZNZtmwZLVq0oHr16nTp0oWoqCgsLS3R6/VVsndNSkoKUVFRZGZmlgpyhg8fztmzZ8nOzubFF1/E0tKS9evXs23bNvz9/XnmmWeYN28ePj4+Zqy+6jhy5Ajff/89AwcOJDw8nJkzZ3L27FlmzpzJt99+y+LFi3F2dgYgMjKSHj16MGTIENOqp5Vd79698fPzY8eOHezYsYPp06fj6upKgwYNGD58OPv27WP48OFMmTKFAwcOVMrQ8n7T6/VASc9lS0tL7O3tATh48KCpzYgRI3jqqaf47LPPWLx4Md7e3nh4eJilXiGEEEIIIa6n8r9bquISExNJTEwEKNVLa9q0aXh4eNC0aVMOHz5MbGwsaWlpdOjQAV9fX5o0aWJ641hV50krCzt27ODy5cumlQgBvLy8KCws5Mcff+Sff/7BwcGByMhIPv30U959911efvllLCwsMBgMpiC1KomOjqZ58+aMGDGC9u3b88svv5j2devWjaNHjxIREUFUVBRr1qwhIiKCyMhIU8+Z5s2bV+p50CqKo0eP0qxZMwoKCujYsSMvvvgiaWlpDB06lGnTpvHXX38RFhZmaj9y5Ei6devG448/zu+//14pe5FdunSJLVu2lBrq+sYbbxAVFUVsbCydO3fGzs6OoKAgrK2t6dy5M8nJyUyZMoWYmBjpwXyP9Hq96Xvnli1bGD9+PPv376dx48ZMmDCBP//809T2xRdf5P3336dDhw5mrFgIIYQQQojrk9VgKymj0YiiKHTu3BlnZ2fmzp2Lr6+vab+iKBw7dox33nmHP//8E5VKRXBwML6+vqbVCWXV17un1+vJzc3FycmJ77//nunTpzN9+nS8vLx4+OGH6dSpE66urmzZsoUOHTrg7OzMrFmzsLa2rtLPPTo6ms6dOzNp0iReeeUVJk2axPbt29m/f7+pzf/+9z8mTZrEwoUL6dy5s2l7VX5u99vJkydp3bo1kydPNi1UA3DgwAFmzJiBnZ0dU6dOJTQ0FIBWrVrh4uLC+vXrOXnyJL6+vpUqUL3ytTdx4kT+/PNPJk+eTMeOHbG2tiYhIYFevXrRt29fUlJS2L59O5s3b8bT05OLFy/i5+dHYmIitra2leqZ3G9XFuMwGo00btyY5s2bM2HCBIKCgjh+/Djff/89hw4d4pNPPuHw4cMsXbqUjRs3VokenkIIIYQQ4sEjYV0llZOTg729PRcvXqRPnz5ERETwwQcfXBPYqVQqjhw5glqtxsLCgpo1awKyCuG9MBgMjB8/HkdHR8aMGYOrqysLFy7k7bff5sKFCxw5coS6desCsHfvXs6dO8fixYtZt25dlX7mKSkpBAcHM2LECNOKxFAy99Qrr7yCra0tjRs3xsrKit69ezN27FgGDBhgxoqrpiNHjtCxY0eysrJYt24dbdu2LTVMft++fXz++ef4+PgwcOBAxo0bh729vamHZGX83pKWlmZaQXTMmDGcOnWKESNG0LFjR2xtbVm1ahV9+/YlPDycnTt34uXlhcFgQK1Wo1KpJGguQ23btqVatWosWbLEtM1oNKLT6Xj//fdZvXo1er2en3/+mcaNG5uxUiGEEEIIIW6scr1jEgBkZmYSEhLCTz/9hJ+fH6tXr+aff/5h8uTJXL58GSh583LlzeGePXsICgoyBXWKolS6N9P3i8FgQKPRmHpzfPfdd6Snp/PMM8/w3nvvERAQQGxsrKl9ixYtePLJJ1m/fr2pV0hVpdVqeeKJJ/jjjz9Mz+jtt9/mxIkT/PLLL8ycOdMUfjZs2NC0qq64f44cOUKHDh2YNWsWy5cv55VXXmH58uXk5+eb2jRv3pzRo0eTkJBAp06dsLOzq9RBXUFBAZGRkaYehnPmzCE4OJivvvqKbdu2kZ+fT8eOHXn44Yfp168fXl5epkV9ZMXispWenk61atX44IMPABg3bhyDBw+mdevW5OXl8fHHH/Prr7/y559/SlAnhBBCCCEqNkVUSh9//LFia2urrFy5UlEURbl06ZLSsGFDZfDgwcr58+dN7cLCwpRu3bqZq8xKRafTKQMGDFBiY2MVRVGUefPmKY899pgyY8YMJTU1VVEURfnuu++U0NBQZf78+eYstUJJSEhQ1qxZoyiKomRkZCgvvfSS0qhRI2X06NFK9erVlbi4OEVRFGXp0qVKaGioEhMTY85yq7T58+crH330ken1119/rURERCg//PCDkpeXV6rtvn37lM8++8z02mAw3Lc677ft27crjo6OyhtvvGHaNnLkSKV79+7KL7/8oiiKosyePVuxtbVV8vPzzVVmpaPX60u91ul0SvPmzZUePXooPXv2VCIjI5WNGzcqXbp0UcaOHVupvwaFEEIIIUTlUvVmr6/klH+HU40fPx4bGxsGDBjA0qVLefzxx/nll1/o1asX06dP54033qBXr14EBwfz66+/ljpW3LmsrCwaNGhA+/btTfN0jRgxApVKxaZNmwAYNmwYzzzzDGq1mtGjR+Pl5UWvXr3MWbbZ5eXl8fnnnxMdHY3BYODxxx9n+vTpvPnmm8ydO5dNmzYREhICYPra1el0puPla/b+SExMpGvXrvz22294eHhQWFiIVqtl+PDhqNVq3n//fQD69u1rGhLbrFkzmjVrBlTOHnVXetECtG/fnvXr1/Pwww+jKArvvfcec+fOZdSoUXz55ZdYWlrSr18/DAYD1tbWZq68crjy/I1GI8uWLcPJyYk6deqwYcMGfv31V2xsbOjTpw8AO3fuxMLCotJ9DQohhBBCiMpLwrpKIjk5mcLCQvz9/U0BxsiRIwEYMGAAy5Yt47HHHmP9+vX07t2bgIAAunTpwsaNG4HK+Wb6fsnOzqZx48b06NGDzz77zLRdr9fzwgsvALB582ZUKhXPPvssQ4YMwcPDgy5dupir5Arh77//5ttvv2Xs2LHMnz+fn3/+GaPRSN++fXnnnXcwGo1MnjyZWrVq4efnx8MPP0xYWBhNmjQxnUOCuvvD29ubGjVqEBkZyd9//423tzeFhYVYWVnx3HPPAfDRRx8B0KdPH2xtbUsdX9m+t8TExPDBBx9Qu3Ztnn32WRRFoU2bNmzZsoXu3btjMBh4//33mTt3LqNHj+att95i3rx5pqGy8v323l0J6ho2bIi7uzs2NjYUFxfTuXNn03POzc3l22+/Zf78+ezatcvMFQshhBBCCHH7ZIGJSiA3N5eJEyeSlZXFtGnTCAgIKNXj6PPPP+fdd99l9erVtG7dmuTkZBYuXMjEiRMBeeN4L4qLi2nWrBne3t6mHooAS5cuZcuWLXz77beo1Wq+/vprtm7dSq1atXj11VdNqz5e3TunKjl69Cht27ZlwoQJTJo0ifT0dKZNm0ZiYiKPP/44ffv2JTMzkzfeeIPff/+doqIiQkJCWLduHSA96sxlyJAhbNy4kejo6FKBHcC3337LxIkTWbduHa1atTJzpeXnShD31ltvASW9CS9dusRzzz1H8+bNURSFJk2a8Pbbb/Paa68B8P333zNkyBBzll2pXPn3//HHH3Pw4EGWLVsGQKdOnbC0tGTjxo0UFhby/vvvs2LFChYvXkyDBg3MXLUQQgghhBC3T8K6SmLlypX8+uuvWFtbM2HCBAIDA0sFGiNHjsTFxYW33noLS0tL03ES1N27kSNHsn//fmbNmkWbNm1Yu3YtgwcPZsmSJfTo0cPU7vPPP+fSpUt88MEHVTpoOnnyJK1bt2bMmDG88cYbpu03CuzGjBlDXl4eK1asAORr9n45ffo0u3fvpkGDBtSvX9+0fejQoaxfv56jR4/i4+NDUVERWq0WgF27dtG2bVszVXz/nDt3jmXLlrF7927atGlDREQE33zzDRcuXKBx48ZkZWWxevVqpk2bxpQpU0zHSch85272zN59913y8vL48MMPGTJkCFFRURw6dAidTkdeXh6Ojo7k5eXh4+Nzn6sWQgghhBDi3sg73kqiT58+PProo+Tm5jJjxgzOnz+PSqWiqKgIAC8vL/Ly8koFdVD5hqfdL/n5+aZhf1988QUtWrRg7NixvPvuuzz77LOsWrWqVFC3d+9eRo8ezYcffohKpaKqZuRHjhyhdevW5OfnoygKiYmJpmfh6urK66+/jre3N2vWrOHnn3/G2dmZefPmSVB3n+Xn5zNixAiGDRtG+/btGTduHGPGjCElJYUvv/yS4cOHU79+fVJSUtBqtRQWFgKYgrrKvqpxUFAQjz/+OK1atWLjxo0EBATw66+/snXrVvz8/PD39wfg8OHDpY6ToO7OXB3UHT58mF9//ZXffvuN+Ph4oGR4dmpqKsOGDSM6OpqDBw9iYWHBN998w7Jly3BwcJCgTgghhBBCPJCkZ90DKj4+npSUFMLCwnBwcDBtX7t2LatXr8ba2popU6YQEBAAlAwP6tSpE5MmTTJXyZXKkSNH6N69O3379mXOnDkAjB8/ns8//5xp06aZhr8BPPnkkxQUFLBq1SpTUFcV37QfO3aM5s2b88UXX/DII4/Qrl072rVrx6RJk/Dy8jK1S09PZ/r06Rw7doz33nvPNEddVX1u5mA0Gtm0aRNLly7l9OnTDBs2jI0bN5KcnEx+fj6vvPIKr7/+OlZWVuzatQsPDw9zl1yuzpw5w8mTJ4mMjKRatWqm7XFxcSxevJidO3cyfvx4evbsadp34sQJatasCcjX7t24+pkNGzaMuLg4kpOTuXz5Ms2bN2fw4MH06dOH1q1bEx0dzeXLl/Hw8ODLL7/knXfeYdeuXURERJj5LoQQQgghhLg7EtY9gPLz82natClnzpyhTZs2vPHGG9SpUwcnJycA1q9fz+rVqzlw4ACPPfYY27Ztw9XV1TTfl7h3er2e/fv389JLL9GmTRs+//xzAF599VV27tzJZ599RqtWrXjmmWc4cOAAhw8fvqZXY1WSn5/PuXPn2LVrFyNGjABKwrtBgwbRvn17Jk6cWCqwS01NZcuWLTz11FPmKrnKMxgMbN++nUWLFuHk5MSXX35JYmIiK1euZPfu3cTHx/PXX38xfvx4ZsyYYe5yy01RURE9evRg27ZtNGrUiBdeeIGePXvi7e0NwKlTp1i8eDG7d+/m1VdfpXv37qWOl96gd+7qoO7RRx8lMTGRZcuW4eXlxdmzZ/nss884ePAg48ePp0ePHjz88MN4e3uTm5vLpUuX+OGHH2jYsKGZ70IIIYQQQoi7J2HdA6iwsJApU6awfft22rdvz6JFi+jSpQsPPfQQL774IlASdixZsoT09HTc3NwYPXo0IG8c70VhYSGZmZl4enqa3kj++eefvPjii7Rp04YvvvgCgDFjxrBnzx7s7OzIyMjg4MGDWFpaotfrsbCoegswZ2VlERoaypw5cxgwYABGo5Hi4mKsrKw4ceIETz311HUDuyukV9L9cerUKVavXs3JkyeJiIigadOmtG3blt27dzNjxgz8/PyYPXv2/7V3n1FRnfvbx79DUVSwBAtiNyqWI6iY2MAG9l4SCfZu1GgsEbuxRz0KQuwttlij5NhR1MRuNCrERiyxYK+ISpvheeHDnBDN+ScGHYTrs5ZrwW785p7tsPbFXciUKROPHz8mPj6e0NBQ2rRpY+nS3yiTyURAQAALFiygZ8+eTJkyBTc3N9zc3Jg4cSI2Njbcv3+fwMBANmzYwMqVK3F1dbV02WmCr68vx48f5/z588B/f39du3aNgIAAjhw5wurVq8mWLRsXLlwAwNnZ+ZWfIyIiIiIi7xKFde+ow4cPU6NGDfbt24eVlRWbN29m7ty5uLm50bJlSzp06ECmTJmSnaOg7vXFxcVRpUoVIiMj+eCDD+jduzd58+alXLlyHDx4kC+++AI3Nzdmz54NvFh04tSpU+zZsyddB3VJ5syZw+DBg1mwYAG+vr4kJiZiNBqxsbHh7NmztGvXjpo1azJo0CCcnZ0tXW66c+rUKby8vGjSpAnW1tacOnUKk8lEo0aNGDduHD/++CP+/v44Ojoya9Ys8wqwSdL6Z8udO3coXbo0M2fOxNvbm+DgYObMmcPz58/x9fWlc+fOGAwGfv75Z5o1a2bpctOEyMhIBg4cSHR0NAsWLMDZ2Rmj0YiVlRUGg4GIiAjq1KmDn58fvXv3tnS5IiIiIiIpSmHdO+K3335j3759WFtb4+XlRZ48eRg4cCCXL19m48aNwIvhQj/99BOFChUiLCyMo0ePUrp0aQtXnjbcunWL0aNH8/PPPxMXF0fFihXZt28f3t7eFCtWjNKlS/P555/j6+vLmDFjgP/2CEvvQV2SJUuW0KNHD5YuXfrKwM7b25tp06Zp6OtbdvfuXWrUqEHXrl0ZNGgQ8OJ+37BhAzNnzqRDhw6MGDGC0NBQ5s6dS2JiIqtXr07T9/Tt27e5desWbm5u5m2zZs3iu+++4/vvv8fBwYFOnTqxe/du/vWvf7F9+3Z+/PFHPDw8APUGTSknT55kyZIlnD9/Hn9/f0qVKoXRaMRgMGBlZUX9+vUpUaIEgYGBli5VRERERCRFpd2nrTTk1KlTNGrUiMKFCxMdHc38+fMJDg6mTp06DBkyhJs3bzJlyhQiIyPZv38/Tk5OrFu3TkFdCnJycmLo0KEsXryY+/fvU716dcaNG8fy5csJCQnh22+/JS4ujrFjx1KgQAG6dOliXkwiLYcaf+bixYvs2bOH6OhoevXqhZ2dnbn3UceOHYEXQ9ysra1JSEigVKlSHDt2TCs3WsDjx4/Jly8fPXr0wGg0Ai/ud19fX549e8b69ev56KOPqF69Ok+fPuXKlStp+p42Go0MGDAAk8nEkCFDzHOfVahQgaCgIE6ePElwcDDh4eEcOnSIfPnyERoaag7qQKu+/lNJYWe5cuXo3LkzCxcuZNCgQUyfPt0c2AHY29vz4YcfWrhaEREREZGUp551qdzZs2epXLkyAQEBdO7cmdDQUAYMGMCUKVNo0KABTZo0YcuWLZQrV47Nmze/NIQwrQ9Pe5Ne1XZnz55l2bJlRERE0LdvX2rVqgVAaGgoly5dIiQkhFWrVqXpMOP/curUKerWrYunpyd79+6laNGi7N69G3t7ewCWLl1Kt27dWLZsGZ988gkmkwnA3Na6Z9+uPXv20KRJE8LDwylSpEiyfTdu3KBSpUr8+9//pk2bNsnem7Tce+zSpUsMHDiQnDlz0rNnT/OKxIMHD2bGjBmULVuWHTt24OTklKwddO++GSdPnmThwoVcvHiR6dOnU7p0afz9/Zk7dy4hISEUKlTI0iWKiIiIiKQoPVWkYs+fP2fEiBGULVuWFi1aAODl5UXWrFl5+vQpAH5+fpQpU4aRI0ea5/T5PT04vp6YmBhq1KjBpEmT2LNnj3l7qVKl6NChAyVKlGDOnDl89913wIv3pXv37qxbtw4bGxsSEhIsVbpFnT59mho1auDv78/69eu5cuUKZ8+eZenSpeZjOnbsyIIFC+jYsSMLFy7Eysoq2X2qe/bNi4iIYMCAAcTHx1OyZElcXV3ZuXMncXFxwIsgLi4uDmdnZ1xcXHj+/DmQ/L1Ja0Fd0v/ZZ8+eUbRoUQIDA7lz5w5z587l6NGjAPTs2RN3d3f69euHk5OTeUhmEt27ry8psrltZAAAKu5JREFUtH+VcuXK0a1bN95//33Gjh3LkCFDmDBhAqtXr1ZQJyIiIiJpkp4sUrFMmTLRvn17ChYsyLRp03jw4AGBgYHcvXvXPOSqfPnyODg4sG3bNgCsra0tWXKacfr0aY4cOcLatWvp3bs3Xbp04dChQ+Yhm506deL9999n3bp1rFq1ynxeUkfV9Nizzmg0Mnv2bOLi4szzzmXJkgUPDw+uX7/Orl27zMd26tSJgIAADhw4YKly062wsDA8PT359ttvMZlM5M2bF1dXVyZPnszhw4eJiYnBYDCQIUMGjEYjjx49ImfOnJYu+406e/YsvXv3pkmTJjRt2pTFixeTN29eFi1axL1795g7dy4nTpygePHilChRgoULFwL6vE0pCQkJWFlZkZiYyOXLl195TLly5ejevTsZMmRg3rx57Ny5k/Lly7/lSkVERERE3g4Ng02lfj+06vvvv2flypXcv3+fkydPcvr0aZycnIiNjSVjxoxs2LCBHTt2MG/ePAtXnbZ88sknXL58mUWLFtG1a1cyZsyIra0tAQEBuLi4EBUVxahRo3B0dGT8+PGWLteiHj9+TLZs2bhx4wZ+fn5cvHiRgwcPMnv2bPr27YuXlxcPHz4kc+bMuLq60qxZM+rUqWPpstOdsLAwatWqRf/+/dm0aRNBQUFUrlwZgMaNG3P27Fm6dOlClSpVyJYtG3379iVnzpxs2rTJwpW/OeHh4Xh6evLZZ5+RLVs2Hj16xKxZs2jevDljxowhc+bMdOvWjZw5czJ8+HCePn3KsmXLmD59uqVLTxOMRiPW1tYYjUa8vb0pW7YsEyZMIGvWrOZjfv/78MyZM+TIkUPzW4qIiIhImqawLhX7/QPK1q1bCQgIoFixYkyePJls2bKZj/v9aqNpeR6pNy0hIQGTyUSGDBmAF71tfHx8mDVrFu7u7ly8eJGaNWuSNWtWKleuTIsWLfD29iZ79uzpus0fPnzIgAEDqFChAv369eP27dt8/vnn7NmzB5PJxPXr181tumTJEvbu3YuVlRVLliyxcOXpS1JQN3z4cAYNGkTZsmXx9/fH29vbfIyfnx/h4eH88MMP1KhRw9y7DNLmfGzR0dE0a9aMunXr4ufnZ94eEhLC8OHDqVChAvPnz+fKlSv07dsXOzs7vvrqK95//31An7cpJTExkcqVK+Pi4sKyZcv+9Bi1tYiIiIikF+lvrN47IOmhJGk1UYPBQMOGDTEajSxfvpwpU6bQqVMnSpQoASQfcqmHmdcTHx/PiBEjyJ8/Pz169MDOzo5cuXJRrFgx1q5di4eHB9u3b+e9996jV69e3Lx5k5kzZ9K6detk71N6ZDKZKFSoEAcOHCBTpkx0794df39/hgwZQlhYmDmoA+jcuTOdO3e2YLXp08WLF6latSqTJk2iX79+ALi4uHDu3Dm8vb2Ji4sjQ4YMTJkyhYSEBH777TecnJzMi4KkxaAOXsxP9+DBA/NCMUajESsrK+rWrUt8fDwtWrSgUaNGNGvWjJkzZxIcHGwO6kCftynl0KFD2Nvbm4O66dOnc/36dYoXL07v3r0BtbWIiIiIpC8K61KJp0+fYm1tzdOnT3F0dEy2LykIatKkCYmJiSxfvpzAwEBGjhyJk5OThSpOW5LmSzp06BCZM2embdu25MyZk27duuHr68vjx4/58ccfWbNmDR9++GGyc9NzUAfg6OjIZ599xqJFi9i+fTuJiYn06NGDqVOnMnDgQKpVq0ZwcDC5cuUyD3kDtdvbkpiYiKOjI8uWLaNly5bmdndwcODYsWNA8iAkPj6eYsWKJTs/rQV1SeGjtbU1cXFx5rkmk9omMTGRRo0a0bp1a7Zv307jxo0pWrQoAwcOTHacvJ4/hr+Ojo5kypSJPn36cOPGDS5fvkybNm3o27cvhQsXpmHDhhasVkRERETk7UtbT2DvqPDwcJo2bUq9evUoVaoUnTt3Nq8ymvRAmPQw2bRpU1q3bo2Li4uCuhSSmJiItbU1kydPplSpUoSEhLBixQqePn1KgwYNqFu3Ltu2bWP58uUK6v6/Bw8e8OTJE/P3OXPmpEuXLnz44Yfs2LGDxYsX4+TkxLRp0yhatChVq1YlOjo62YT86bHd3rZr164xduxYHj16RMuWLYEXYRxAzZo1zSug2traAlC5cmWmTZuW7Bpp7X26dOkSs2bNYtGiRTg6OuLg4MDYsWMBzCs5J7WLnZ0djo6OLy0kkdba5G36/WISFy9e5MqVK7i4uNCuXTucnZ2pUKECx44dY9iwYXTr1o3Hjx9bumQRERERkbdOPess7MyZM3h4eDBkyBDq16/PxYsX2bRpE8OHD+fu3bv06tUrWWBnMBho06aN+fz0GhallKT2M5lM2NjYMHz4cCZNmsTOnTsxGAx06tSJli1bsm/fPlxcXF46Pz22fUxMDHXq1KFRo0YMGjTIPH9irly56NKlC0ajkV27duHm5oa7uztjxowhNDTUPKRS3p4bN24QHByM0WikQ4cOFC9e3DwsOV++fBw9etR8rKenJ7ly5WL06NGWKveNCwsLo2XLlrRt25aCBQsCEBQUhK+vL507d2bJkiXJphU4f/48H3zwgaXKTXMSExOxsbHBZDLh7e1NTEwMMTExFCxYkDVr1pAxY0bzHKwzZsxgw4YNyeYSFBERERFJL7TAhAWZTCbzKoNTp041b798+TLLli1j/fr1TJs2jfr161uwyrQpJibmpSHHSUOzEhISmDRpEmFhYTRt2pQOHTpQqVIl6tatm+5Xfb127RoPHjwgODiYlStX0qFDB/r374+Dg4P5mLt379KuXTs8PDwYNWpUsvMVLr99+/btY9SoUVStWpXOnTtTvHhxAI4ePUrfvn05cOAA9erVI0uWLOZVX9PiHHW//vor1apVY9SoUXz22Wfm7WvWrCEhIYEpU6aQOXNmOnToQI4cOQgMDCRHjhxs3brVglWnTW3btiVDhgz4+/tz8+ZNPv30U+7du8cvv/zC9evXWbBgAUuWLCE4OJgKFSpYulwRERERkbcubT2NvWMMBgO//fYbJUuWBCAuLg6AIkWK4OvrS/78+dm/f78lS0yToqKiqFatGtu2bUu23crKKlkPO1dXV4KDg1mwYAHjx49P90FdWFgY9evXZ/78+Xh7e7Nw4UIWL17MzJkziYqKAl4MccuVKxeNGzfmwYMHL11DQd2bd+vWLY4cOcLFixeJjY3F09OTcePGcfDgQZYsWcKvv/4KQIUKFTCZTDg5OWFnZ5emgzqAtWvX0qZNm2RB3YQJE/jkk08YNWoU69ato3z58qxYsYL169dTvXp1c1BnMpksVXaaYDQagf9O53Dv3j3atm1L9uzZKVWqFHv37iVr1qx88cUX5M+fn6pVq7Jv3z4FdSIiIiKSbqW9J7J3iMFgIFu2bISHhwOQIUMG88NM8eLF8fDwYP369cTGxqIOkCkjKiqKihUrUrFiRdq1a5dsX9JE+n8M7Pbt20d0dDTw34fO9ObXX3/Fy8uL3r17M2vWLKpWrUr16tVZtGgRixcvJiAggLt375qHEK5bt448efJYuOr0JywsjBo1atCpUyd8fHyYPn06MTExVK9enYkTJ5oDu4iICBITE3n8+DFVqlRJFkqlxaAO4Ny5c8TExAAvQuXjx48TEBDA2bNncXd3x8fHhzlz5nDw4EHWrFnDlClTgLTdJm9D0pygRqMRT09PwsPDyZcvH7t27eLp06fm41q1amWen65evXoUKlTIUiWLiIiIiFicnkAsJGkC87Jly3Lw4EFOnjwJvAjwnj9/DkD+/PmpVKkSGTNmVI+kFBAdHU358uVp3Lgx8+bNM2+/cOECT548Mbfx7wO7ESNG4OTkxIIFC4iJiXlpovn0YtWqVfj4+NCnTx9zcGw0GqlVqxZLlixhw4YNDBo0iF69elG7dm2yZcvG0KFDLVx1+vLLL79Qu3Zt+vfvz9GjR6lduzarVq3i4sWLAFSrVo3x48dz+PBhFi9ezJMnTzh27BibN28G0m4olZiYiNFoJEOGDObeyzY2Nri7u3PhwgVcXFxYtmwZT58+ZenSpeb9SeemxTZ5m5I+V6dPn07BggUpW7Ys1atX59y5c2zdutXcA/fJkyc8e/aM+Ph4/XFKRERERNI9PYW8RdeuXWPfvn3mIAhg2LBhPHv2jN69e3Pw4EEAMmXKBMCcOXO04msKSUxMZOjQodjY2PDFF1+Yt69ZswYfH5+XhmxaWVlhNBqxtbVl6tSpXLlyhbNnz77tslONiIgIc68kePEAntRbpkaNGsycOZPKlSvj7OxMy5Ytkw2plDfv0aNH1KlTh+bNm9O7d28cHBwYNmwYVlZWREREAC/+QODp6cnYsWPZvHkz27dvNy8OklaDOvjvvdquXTuWL1/OihUrzPuSFj3JlCkTLi4u5M+f/6Vz5a/7fcj2+17IH3/8MVu3bqVVq1YAdOrUiTJlyrB69Wrq1q3Lp59+SlBQEH5+ftja2qrdRURERCTd02qwb0lMTAze3t5cunSJ2rVrM2nSJPLmzYuzszOHDh3Cy8uLvn37kidPHtzc3Ni9ezeOjo7moViamP+fMRgMNGrUiAcPHuDv78+gQYM4fvw4n376KStWrHhpyFXS0C2A/fv3ExUVlS6HdSYmJmIymbCzsyM2NjbZdoPBgMFgICoqinPnztGgQQOKFCliPiYtB0CpTfbs2Wnbti179+5l165deHt7M2vWLM6ePcvgwYNZvXo12bJlY9CgQVSpUoUdO3aQL18+8/np4X2qUaMGI0eOZNCgQcTHx9O5c2dzT+Z69eqRP39+vLy8LF3mOy3pd9Tx48dxd3fHZDJx584dmjZtyueff86xY8eoX78+WbJkYeLEifz0008cP36cxMREBgwYQIkSJSz8CkREREREUgetBvsWjRo1ih9//JEcOXJw9uxZihUrho+PD+3btycuLo6NGzeya9cucubMSd68eenXrx+g0CMl7dmzhzlz5hAXF0dISAg7duzA09PTvH/atGl06NAhWTB37tw5MmXKlK7nUNq7dy+1a9dm6dKltG/f3tyDxmAw8OjRI7p168aoUaNwc3OzcKXp25AhQ9i+fTsVK1Zk586dbNq0idy5c7Nnzx62bdvGnj17GD16ND179gTS3x8BoqKiCAgI4Msvv6R27dokJiYSFxfHe++9x/fffw+kvzZJad9//z1jx45l9OjRjBo1Cm9vb/z9/Vm8eDETJkxg3LhxtGrVytyDXEREREREXqaw7i3avXs3vr6+/Pjjjzx+/JgtW7YwY8YMPDw8aNGiBd27d3/pHAV1r+/Zs2csW7aMiIgI7t69S7du3fD09OTEiROMHDkSBwcHgoKCzMFc+/btCQ8P5/jx4+l2bro/YzKZGDNmDPPmzeOrr76iS5cumEwmEhISqFOnDkWKFOGbb76xdJnpytWrVzlw4AD379/H3t6eTp06ATB58mTGjh3LvHnz6NixY7JzTp48Sbly5d5+sanMiRMn2LlzJxkzZqRQoUI0b94c0OdtSoiMjGTJkiV89dVXVKpUidDQUPO+efPmMWXKFCZMmECrVq3ImDGjBSsVEREREUm9FNa9QXFxcWTIkCHZtp49e3LhwgV27NiBjY0NDRs25Ndff8VgMBAbG8vGjRupUKGChSpOO6KioqhRowbvv/8+dnZ2REZGcv36dZo2bcrIkSO5ePEiU6dOpUiRInz22WeMHTuWI0eOcPz4cWxtbfXQ/gpPnjwhICCAMWPGUKtWrWS9kv7zn/8A6pX0tpw6dYoGDRrg4eHB1atXuX79Ou+99x5z5syhWrVqjBkzho0bNzJt2jS8vLzMc2Qm0fv0Mv2f/2eMRqP5jxwzZ84kMDCQokWLMmjQIOrXr2++5+bOnYufnx/z58+nTZs2Fq5aRERERCR1Ulj3hpw9e5Z///vf9OnTB1dXV6ytrTEYDISEhDBx4kQWLVrEjBkzOHz4MN999x3Ozs4sX76cbt26Wbr0d96TJ0+oWLEiderU4euvvzZvDwgIYOPGjXzwwQdMmzaNPXv2sHDhQg4dOkSWLFk4ceIEtra2JCQkvBRuyH+dPHmS3bt3Y2NjQ4ECBWjRogWgsONtiYyMpGrVqvTv35+BAwcSHx9PfHw8TZs25c6dO3zzzTdUqFABPz8/tmzZwpQpU2jYsKHCuT9QYJnyTCYT69evx9PTk6xZs/L111+zZcsWBg8eTNOmTc3HbdmyhRIlSlC8eHELVisiIiIiknoprHsDwsLCqFOnDu3bt6dDhw64uromezCsWbMm+/fvx93dneDgYPLmzZvsfIUery8+Pp4mTZpw+/ZtTpw4AUBsbKx5uNWMGTOYNWsWy5Yto1q1amzbto3Q0FC++uorbGxsFNS9Jt2zb8/WrVsJCAggJCQESN6jycPDg7i4OI4ePQpA7969yZYtG5MnT7ZYvZJ+bNiwgcDAQJo1a0b37t15/vw58+bNIzQ0FD8/P27evMns2bM5ePAgtra2li5XRERERCTVUliXwu7evYunpyeffvop/fv3f+Uxx48fp127dowYMYJ27dqph0cKevToEdOmTePKlSt4e3ub5/GKj483PxxWr16dokWLvjTHmoK6v073rOWsXLmSgIAAfvrpJ3NImnTvRkZGUqVKFb755htq165t6VIljft9UJxk9uzZ7Nq1Cw8PD7p3705cXBwLFixg2bJlxMbGsmbNGipWrGihikVERERE3g3qCpPCHj58SLFixZIFdXPnzqVLly588cUXhIaGUr58eQoXLsypU6cAFHqkoOzZs9OvXz/KlCnD5s2bWbhwIQC2trbExsYC4OzsjJOT00vnKqj763TPvl23b98mJiYGgFy5cnHixAmOHDmClZUVJpMJGxubZCv0/jFA0d9k5E2wtrYmMTGRbdu28fTpU+BFb04vLy/27dvHggULyJQpE0OHDmXXrl0cOHBAQZ2IiIiIyF+gsC6FWVtbs3v3bpYuXUpISAjt27dnyJAhmEwmTp06xaRJk3jw4AGffPIJt27dsnS5aVKePHno0qULFSpUYMeOHebALmkobExMDMWKFQMUYkjq9+zZM4YPH067du149uwZdevWpU2bNnz++eecPn3aHNgZDAayZ89OgQIFyJIlS7JrKFyVf+rPPiu3bNlCy5YtWbduHc+ePQOgT58+uLu7ExAQgL+/P7dv3/7TP5KIiIiIiMjLFNalsPfff5+vv/6aPn36MGHCBJ49e0Z4eDjffPMNX375JZcvX+bixYt06NCB5cuXAwqM3oQ8efLQtWtXypcvz/bt21m2bBkAHTt25NatW3Tu3BlQiCGpX8aMGWnZsiU2Njb07duX2NhYBg8eTK5cufD19WX37t1cv36de/fu4eXlRe7cudV7SVLU74e9/+c//2Hp0qXMnj2bW7du0bhxY7755hvGjh3L6tWrzT3sevbsSfbs2blx44Z6LYuIiIiI/E2as+4NuXbtGpkzZ8bOzs7cy8VoNFKpUiVmzJhB9erVLVxh2vTHOZRu377N4sWL+eWXX/j555/JkCEDx44dw9bW9pXzLYmkRnFxcfz4448sWbKE9957j4CAACIiIpgxYwarV68md+7c5MmThwIFCrBmzRpA8wpKymvevDm3b9/GxsaGqKgobt68yciRI+nXrx9r1qxh2LBhDBs2jAYNGhAaGkpoaChTp05VjzoRERERkb9JYd1bEB8fj42NDZ6enjg5ObF+/XpLl/TOi46OZurUqVy5cgV7e3tcXV3p2bMn8PJCEbdv3yYwMJAzZ86wdu1abG1ttZiEpGq3bt3ixo0bVKhQIdn2zp07m4cdBgQEYGdnx8mTJzEYDNja2lK6dGlAq/NKyvv00085fvw4R48eNS/YM3z4cLZs2YKvry9+fn6sWLGCWbNmYW1tzZkzZ9izZw9ubm6WLl1ERERE5J2jsO4Ni46O5ptvvmHlypU4OTmxceNGQL1e/oknT55Qrlw53N3dKVWqFGfOnCEiIoKcOXMSGhoKvNzDLioqCgcHBwwGg4I6SdVMJhOdOnXi6dOnfPHFF1SuXBmAqVOnEhAQwOTJkwkJCcHOzo6goCAyZ86c7Hx9tkhKe/jwIZ988gkTJ07E3d2duLg4MmTIAMC4ceOYN28eO3fupHTp0kRERGA0GnFwcCB//vwWrlxERERE5N2ksO4Ni4+P5+DBg5w7d87c80u9Xl6f0WikdevWODo6mheOMJlMHDhwgE8//RQnJyd27dr1p+cryJB3wY0bN+jfvz/29vaMGTOGb7/9ltmzZ3PgwAEKFSrEjh07WLRoEfHx8ebeoiJvysOHD6lSpQrTp0+nUaNGJCYmkpiYaP49VrNmTYoXL86CBQv0GSsiIiIikgKUGL1htra21KhRQ0FdCoqJiaFTp04AxMbGYmVlhYeHB7Nnz+bu3bssWrToT8/VQ6SkdkajEWdnZ4KCgnj48CE+Pj7MmDGDH374gUKFCgHg7e1Nhw4d8PLyUlAnb5y1tTW2trYcOXIE+O/naHx8PAClSpUy/17TZ6yIiIiIyD+nsYBvmYK6f+bevXv89NNP3L59G3ixUmZSTw4PDw8KFy7MyZMnLVukyD9gbW2NyWTCycmJ+fPn8/nnn1OgQIFkQ7itra1p1KiRORhRbyZ5k7Jmzcrw4cPp0qULJUuWxNfXFysrK/PvMxsbG3LkyAHoXhQRERERSQlKjiTVi4mJYd++fTx79ow8efLQsGFDvv/+eyIjI4EXPTmSetiVKVOG2NhYC1cs8vf8fjaCpOGFJpOJ3Llz4+/vT3x8POPHj+f48ePm434fiCgckTetRYsWDBw4kN69e+Pv78+NGzd49OgRAQEBrFixAl9fX0D3ooiIiIhISlBYJ6leYGAgfn5+7N27F4BGjRpx9OhR1q5dy/Xr14EXPewAwsLCKFCggKVKFflb7t+/z/Xr1zl8+DAJCQmYTCYMBoN5uLzJZCJPnjzMnTuXx48fM3nyZC5dumTpsiUdsrOzY9iwYUyYMIGxY8dSo0YN6taty8KFCwkNDaVkyZKWLlFEREREJM3QAhPyTujfvz8XLlygX79+1KtXj2nTprFo0SLc3d1p0qQJuXPnZv78+YSFhREWFqbVXiXVCwsLo1OnTmTKlInTp09TunRpmjRpQr9+/ciSJUuywM7KyorIyEjWr19P//79LV26pHORkZFERkaSKVMmnJycyJUrl6VLEhERERFJUxTWSapkNBoxGAzEx8ebe8317duXCxcuMHDgQOrWrcvatWvZtm0bmzZtonLlymTJkoUVK1Zga2uL0WjE2trawq9C5NUiIiKoWrUqI0eOpHXr1tjZ2TFx4kROnTpF0aJFCQwMJHPmzObj/3g/a14wERERERGRtEthnaQ6T548oWvXrty7d48KFSrQokULqlWrBkC/fv2IiIhgwIAB1KtXD4C7d++SM2dOc3iRNAm/SGo1YcIE7ty5Q2BgIPHx8dja2hITE8PSpUtZtWoVPj4+9OrVS6GciIiIiIhIOqQ56yRViYqKokKFCjg6OtK4cWPCw8OZN28ed+7cAV7MX1e8eHECAwPZunUrz549I1euXMlWxVRQJ6ndqVOniImJAcDW1haTyYSdnR0dO3Ykf/78BAcHA5qsX0REREREJD1SWCepxvPnz/nggw/w9PRkzpw5DBw4EB8fH06dOoWV1X9v1aCgIN5//33Gjh3LyZMnk11D4Ya8C8qWLcvz5895/vw5gHluOjs7O3r16kV4eDg3b97EZDJZuFIRERERERF52xTWSapx7949Hj16RIECBXjw4AEANjY23Lx5kzZt2rB69Wp27twJvOhh16lTJypXrmzJkkX+st/POFC6dGm+++47tm3b9tJxsbGxlC1blvfeey9ZSC0iIiIiIiLpg+ask1QlPDycjz/+mI8//piiRYvSt29fxo0bR3R0NJcvX2bz5s24ubnh5+eHt7c3gHm1TJHUKCoqiowZM5IxY8Zk9+rQoUOZOXMmCxcupEGDBrz33nsYjUaqV6+Oq6src+bMsXDlIiIiIiIiYgkK6yTVCQ8Px8fHh3PnzrF+/XpatGgBvAjlIiIi2Lx5MwMGDNBqr5LqPXjwgEGDBlGxYkW6detGxowZky2AMmbMGL7++mtKlSpFlixZePz4Mbly5WLTpk2AVn0VERERERFJjxTWSar066+/0qxZMz7++GN69eqFk5PTSz3o1KNOUrOYmBgyZMjAsGHDuHbtGl5eXrRt2xY7O7tk9+6hQ4e4ePEijx8/xsnJiVatWgG6v0VERERERNIrhXWSaoWFhdGmTRsaN26Mn58fOXPmtHRJIn/JqVOnmDFjBrNnzyZDhgxMnDiRM2fOUK9ePXNgFxMTg52dHQD79+/Hw8PDfL6COhERERERkfRLT4OSarm6urJu3ToWLVrE6tWrLV2OyF8SFhaGp6cn5cuXJ0uWLNja2jJixAjKlCnD9u3bWblyJdHR0djZ2ZGQkED58uVZt25dsmsoqBMREREREUm/1LNOUr1Lly5RqFAhzVEnqV54eDi1atVi7Nix9OnTJ9m+hIQEJk6cyOnTp2nRogXNmjWjZs2a2Nvbs3v3bgtVLCIiIiIiIqmNwjp5ZxiNRgV2kmrdvn2bkiVL0r17d6ZOnWrePmHCBBITExk1ahTx8fFMmjSJM2fOsGPHDj744AN27twJaOiriIiIiIiIvKAnQ3lnKKiT1CxPnjxUqlSJ8+fPc+bMGQCmTp1KQEAAn3zyCQC2trYMHz6ckiVL0qFDBwV1IiIiIiIi8hL1rBMRSUFNmjTBZDJRokQJ1q1bx/79+ylcuLB5/4kTJyhfvrz5ewV1IiIiIiIi8ns2li5ARORdFRERwfLly8mTJw/FihWjfv36bNq0CR8fH77++ms2bdqULKirWrWqefEJgMTERAV1IiIiIiIikox61omIvIawsDC8vLxo2LAhCQkJ3Llzh+HDh1OrVi0AmjdvTmxsLHPmzKFw4cLUqFGDzJkzs23bNgtXLiIiIiIiIqmZunSIiPxNp0+fxtvbm9GjR7N06VImTpxI7ty5efToESaTCYDg4GAyZMhAjx49cHNzI2vWrOagLukYERERERERkT9SzzoRkb8hISEBb29vnjx5wvHjx83bGzRoQEJCAgaDgcqVKzNu3DgAGjZsiIODA2vWrAE0R52IiIiIiIj8b3piFBH5G2xsbAgKCiI2NpbBgwcDMHnyZI4ePUrXrl1p1aoVEyZMICgoCICtW7cqqBMREREREZG/TAtMiIj8TWXLlmXVqlW0bt2agwcPcu3aNY4dO0aRIkUAOHLkCPfu3Ut2jhaTEBERERERkb9CT44iIq+hbNmyBAcH8/TpU+rUqWMO6gBOnDhBjhw5kh1vMBjedokiIiIiIiLyDtKcdSIi/8Dp06dp2bIlrVq1ws/Pj8aNG5MtWzY2b95s6dJERERERETkHaSwTkTkH/rll1/46KOPuHz5MvXq1eP7778HNEediIiIiIiI/H0K60REUsDp06dZvXo148ePBxTUiYiIiIiIyOtRWCciksIU1ImIiIiIiMjrUlgnIiIiIiIiIiKSSqjrh4iIiIiIiIiISCqhsE5ERERERERERCSVUFgnIiIiIiIiIiKSSiisExERERERERERSSUU1omIiIiIiIiIiKQSCutERERERERERERSCYV1IpJu7N27l2LFiqXoNfft24ebm1uKXvOv6tWrF1OnTrXIzxYREREREZE3w5CYmJho6SJERP7IYDBw7do18ufPn2LX3Lt3L926dePChQuvfY3ChQuzYsUKPDw8UqwuERERERERkSTqWSciIiIiIiIiIpJKKKwTkX/EYDAQFBREwYIFcXJyYtq0aeZ9MTEx9OnTBycnJwoWLMi4ceMwmUwAfPnll7Rt25aPPvoIBwcHKlWqxOXLlwGoW7cuAC4uLtjb27Nv3z5MJhNjxoyhQIEC5M2bl379+hEbG/s/azMajfTv3x9HR0dcXFw4fPhwsv3h4eFUr16dHDly4O7uzrFjxwAwmUz069ePnDlzkj17dj744APu3btHt27duHr1KnXr1sXe3p6VK1e+NLTWYDAwZ84cihQpQs6cOZk8efJfao9XuXbtGg4ODjx79sy8benSpXh7ewPQqVMnJkyYAMDDhw+pX78+OXPmJFeuXPTo0SNZ+yxYsID8+fPj5OTEggULMBgMXL9+HYAHDx7g6+tL7ty5KVq0KEuXLjWfV7NmTUaPHo27uzv29vZ07dqVmzdvUrt2bbJmzUqrVq3+z/dBRERERERE/jqFdSLyj23evJlffvmFvXv3MmPGDEJDQwEYP348p0+f5uzZs+zfv58VK1awbNky83kbN26kd+/ePHz4EBcXF7788ksAQkJCADh//jzR0dF4enqyaNEi1q9fz6FDh/jll184fvx4siDsVebNm8eePXs4ffo0e/bsYdWqVeZ90dHR1K9fn/79+3Pv3j1GjRpFy5YtiYmJISQkhIMHD3Lp0iXu37/PvHnzsLOzY+HChRQsWJCQkBCio6Np27btK3/u7t27CQ8PZ+/evYwdO5aLFy/+pfb4owIFCuDq6sqWLVvM29asWUObNm1eOtZkMtGnTx8iIyMJCwvj2LFjzJkzB3gRSn7xxRcEBwdz+fJlDh48mOzc9u3b4+zszLVr19i6dSvDhg0jLCzMvP+7774jODiYCxcusGXLFpo2bUpQUBCRkZFERETw7bff/s/3QURERERERP46hXUi8o8NGzaMrFmzUrJkSbp27cqaNWsAWL16NWPGjCFHjhwULFiQQYMGJQvMvLy8qFWrFjY2Nvj4+HDq1Kk//RmrV69m8ODB5M+fH0dHR0aPHp3sWq+ybt06Bg4ciJOTE87Oznz22WfmfZs3b6ZMmTK0atUKa2trmjdvTu7cuTl8+DC2trY8efKEc+fOYWVlRYUKFbC3t//L7TF06FDs7e3517/+haurK+Hh4X+pPV6lTZs2rF27FnjRe+6HH36gZcuWLx3n6OhIkyZNyJgxI3nz5qVnz57s378feBG2tWzZkooVK5IpUyZGjhxpPu/WrVvs3buXyZMnkzFjRkqWLImvry8bNmwwH9O1a1cKFCiAk5MTNWrUoEqVKpQpUwYHBwcaNmz4P983ERERERER+XsU1onIP1agQIFkX9+8eROAGzduULBgQfO+QoUKcePGDfP3efLkMX+dOXNmoqOj//Rn/F/XepWbN2++VFuSq1ev8sMPP5A9e3bzv7Nnz3Ljxg28vLzo1asXPXr0IG/evAwePJj4+Pj/+bN+789e1+u8ho8++ojt27fz9OlTNmzYQPXq1XF0dHzpuCdPntChQwfy589P1qxZGThwIPfv3wdeBHK/X6jj919fvXqVmJgYcuXKZW6HefPmcevWLfMxuXPnNn+dKVOml77/X++biIiIiIiI/D0K60TkH7t27Vqyr/PmzQuAs7MzV69eNe+7evUqzs7Or/UzXudaefPmfam2JPny5aNevXo8evTI/O/p06f4+voCMGDAAE6ePMlPP/3Ejh07WLlyJfBiTrrX9bqvoWLFimzatIm1a9e+cggswIwZM7h79y4nT54kKiqKGTNmkLTYt5OTE5GRkeZjk+aqgxftYG9vz8OHD83t8OTJE+bOnfvar1NERERERERen8I6EfnHpkyZQlRUFOfPn2fx4sV8/PHHwIshnOPHj+fhw4dcu3aNGTNm4OPj85eumTt3bn777Tfz923atGH69OlERkby4MEDxo8f/39eq3Xr1vj7+3P79m1u3rzJ119/bd7XuHFjTpw4QXBwMAkJCTx//pzt27fz+PFjjh07xk8//URCQgIODg7Y2tpibW39yrr+jtdtDx8fH2bPns3+/ftp3rz5K4958uQJmTNnJlu2bFy5coXZs2eb97Vo0YLvvvuOn3/+mZiYGCZNmmTely9fPqpUqcLIkSN59uwZCQkJ/Pzzz5w5c+a1XqOIiIiIiIj8MwrrROQfa9iwIf/617+oXr06/fr1M69WOmrUKFxcXChZsiRVqlTBx8eHjh07/qVrjh49mlatWpE9e3b2799P165dadGiBR9++CGlS5fGzc2NYcOG/c9r9OzZk+rVq1OqVClq1qyZLBjLli0bW7ZsISgoiNy5c1O4cGHmz58PwOPHj+nSpQvZs2fHxcWFatWqmXvc+fn5MXToULJnz/63F1Z43fZo1aoVhw4donbt2mTPnv2Vx/Tv35+bN2+SI0cOWrVqRYsWLcz73Nzc+Oqrr2jSpAmFCxfG3d0dgIwZMwKwcuVKrl+/TtGiRcmdOzeff/45z58//1uvTURERERERFKGITFpnJSIyGswGAxcu3Yt2TxokrqdP38eV1dXYmJi/tGwXhEREREREUl56lknIpIObN68mZiYGB4/fsywYcNo2rSpgjoREREREZFUSGGdiLzTpk6dir29/Uv/RowYYenS/rK+ffu+8jUkDctNCWvWrCFPnjwULlwYk8lEUFBQil1bREREREREUo6GwYqIiIiIiIiIiKQS6lknIiIiIiIiIiKSSiisExERERERERERSSUU1omIiIiIiIiIiKQSCutERERERERERERSCYV1IiIiIiIiIiIiqYTCOhERERERERERkVRCYZ2IiIiIiIiIiEgqobBOREREREREREQklfh/LoQDefcT3vIAAAAASUVORK5CYII=\n" }, "metadata": {}, "execution_count": 78 } ], "source": [ "# Fig1\n", "print('\\033[1m',\"\\n\\nSão Paulo representa 13% do fluxo de passageiros no país.\\nDe São Paulo pessoas partem para outros Estados ou países.\\n\")\n", "fig = Image.open(r'/content/Fig1.png')\n", "print('\\033[1m'+'\\n2019\\nTop 5 destinos\\n\\n',temp_fig1,\"\\n\")\n", "fig\n" ] }, { "cell_type": "code", "execution_count": 79, "metadata": { "id": "GPydaG_Zzg7E", "colab": { "base_uri": "https://localhost:8080/", "height": 600 }, "outputId": "2c2edac7-b057-41e5-a167-fb24e249bc69" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "Março, Novembro de Dezembro apresentam picos de grande fluxo,\n", "provavelmente devido ao periodo de carnaval e natal.\n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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\n" }, "metadata": {}, "execution_count": 79 } ], "source": [ "# Fig2\n", "print('\\033[1m',\"\\n\\nMarço, Novembro de Dezembro apresentam picos de grande fluxo,\\nprovavelmente devido ao periodo de carnaval e natal.\\n\")\n", "#print('\\033[1m',ranking_data_emissao[:10])\n", "fig = Image.open(r'/content/Fig2.png')\n", "fig" ] }, { "cell_type": "code", "execution_count": 80, "metadata": { "id": "_MJ0tGO71C6q", "colab": { "base_uri": "https://localhost:8080/", "height": 899 }, "outputId": "53073a64-b82e-4428-db80-a3e499938529" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "De Maio até Julho os valores são bem menores.\n", "\n", "\u001b[1m2019\n", "Total Emissao por Mês\n", "\n", " mes count\n", "0 Janeiro 27654\n", "1 Fevereiro 202288\n", "2 Marco 1135554\n", "3 Abril 1007\n", "4 Maio 325\n", "5 Junho 419\n", "6 Julho 503\n", "7 Agosto 3716\n", "8 Setembro 24224\n", "9 Outubro 220250\n", "10 Novembro 1783562\n", "11 Dezembro 2625803 \n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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jxxrd588//8StW7ca3Kf2+y8uLkZ2djYGDRoEIQROnToFAEhLS8Pp06cxe/ZsuLq6avfv1asXRo8ejV9//bXB4wPVXw9vb288/PDD2m12dnZ4+umndfY7ffo0kpKS8Ne//hU5OTnIzs5GdnY2iouLMXLkSBw8eLDepsW7Pf3009qvw8aNGzF37lysXr0aixYtuudzG/Lss8/q3B8yZAiuXr2qvb9+/Xo4OTlh9OjR2rqzs7MRGRkJBwcH7Nu3756vsX79egwZMgQuLi46xxg1ahRUKhUOHjwIoPrrWlxcjF27drX4/ZBxY7MUGbX+/fs32lHV0tISDz30ENatW4fy8nIoFAps2rQJlZWVOuEmOTkZnTt3rhM6unXrpn28ta5cuQK5XI7u3bs3ut+FCxfw2muvYe/evSgoKNB5LD8/X6ee0NDQOs/v2rUrfv/990ZfIzk5WRscaqvveE2p517u9XXSCAgI0LmvCTr+/v71bq/dV+Nuixcvxu7du9G/f3+EhIRgzJgx+Otf/4rBgwdr93n33Xcxa9Ys+Pv7IzIyEuPHj8fMmTPRqVMn7T43btzA0qVL8fPPP9d5vaZ8Pbp164bffvsNxcXFsLe3r7fW5ORkhISE1OmjdffxkpKSAACzZs1q8H3n5+fDxcWlwccBoHPnzhg1apT2/oMPPgiZTIZVq1bh8ccfR1hYWKPPv5uNjQ3c3d11trm4uOicr6SkJOTn58PDw6PeY2RmZt7zdZKSknD27Nk6r3X3MebMmYMff/wRMTEx8PX1xZgxYzBt2jSMGzeuqW+JjJxZh5uDBw9ixYoVOHHiBNLS0rB582ZMmTKlWccQQmDlypX4/PPPkZycDDc3N8yZM0fbVkzS+8tf/oLVq1dj+/btmDJlCn788Ud07doV4eHhejl+fZ2GAbSow21eXh6io6OhVCqxfPlyBAcHw8bGBidPnsTixYub9Fe5PrV3PRYWFs3aLoRo8FjdunVDQkICtm3bhh07dmDjxo345JNPsHTpUrzxxhsAgGnTpmHIkCHYvHkzdu7ciRUrVuCdd97Bpk2bEBMTA5VKhdGjR+P27dtYvHgxunbtCnt7e6SmpmL27Nnt/vXQvN6KFSsQERFR7z4tnVBv5MiR+Oijj3Dw4MFmh5uGvj61qdVqeHh44Lvvvqv38YYCy93HGD16NF555ZV6H+/SpQsAwMPDA6dPn8Zvv/2G7du3Y/v27fjqq68wc+bMJg0SIONn1uGmuLgY4eHhePzxx/Hggw+26BjPP/88du7ciffeew9hYWG4fft2nVEcJK2hQ4fC29sbP/zwA+677z7s3bu3TvgMDAzE2bNnoVarda7eaJpdAgMDGzy+i4sL8vLy6my/+2pPcHAw1Go1Ll682OAvpv379yMnJwebNm3C0KFDtduvXbtWp14ASEhIwIgRI3QeS0hIaLRezfM1VwHufm5L6jFU9vb2mD59OqZPn46Kigo8+OCDePvtt7FkyRJtc563tzfmzJmDOXPmIDMzE3369MHbb7+NmJgYnDt3DomJifj6668xc+ZM7XHvbu6o/fW426VLl+Dm5tbgVRvN88+fPw8hhE5Yvvt4wcHBAAClUqlz5UUfqqqqAABFRUV6Pa5GcHAwdu/ejcGDB9fbcb22hv5gCA4ORlFRUZPeu7W1NSZNmoRJkyZBrVZjzpw5WL16Nf75z39yHiwzYNZ9bmJiYvDWW2/hgQceqPfx8vJyvPTSS/D19YW9vT0GDBigMw16fHw8Pv30U/z000+4//770bFjR0RGRmL06NHt9A6oKeRyOR5++GFs3boV33zzDaqqqnSapABg/PjxSE9P1+mbU1VVhQ8//BAODg6Ijo5u8PjBwcHIz8/H2bNntds0VwJrmzJlCuRyOZYvX17nL37NFQjNX8C1r0hUVFTgk08+0dm/b9++8PDwwGeffaYzXHj79u2Ij4/HhAkTGj0n48ePx5EjR3D06FHttqysrDp/VTe1HkOUk5Ojc9/a2hrdu3eHEAKVlZVQqVR1mtU8PDzg4+OjPaf1vX8hRJ0hxd7e3oiIiMDXX3+tE3TPnz+PnTt3aifMa8j48eNx69YtbNiwQbutpKQEn3/+uc5+kZGRCA4OxnvvvVdvCMnKymr0dRqzdetWANDbFc27TZs2DSqVCm+++Wadx6qqqnTOm729fb1/MEybNg2HDx/Gb7/9VuexvLw8bUC7+2svl8vRq1cvAGhweD2ZFrO+cnMv8+bNw8WLF/H999/Dx8cHmzdvxrhx43Du3Dl07twZW7duRadOnbBt2zaMGzcOQgiMGjUK7777rk6nQmo727dvr7dT66BBg3T6TUyfPh0ffvghli1bhrCwMG1fGo2nn34aq1evxuzZs3HixAkEBQVhw4YNiIuLw6pVq+Do6NhgDX/5y1+wePFiPPDAA1iwYAFKSkrw6aefokuXLjrzpYSEhOAf//gH3nzzTQwZMgQPPvggFAoFjh07Bh8fH8TGxmLQoEFwcXHBrFmzsGDBAshkMnzzzTd1ml+srKzwzjvv4LHHHkN0dDRmzJihHQoeFBSEF154odHz9sorr+Cbb77BuHHj8Pzzz2uHgmuuYNU+j02p516a+nXSpzFjxsDLywuDBw+Gp6cn4uPj8dFHH2HChAlwdHREXl4e/Pz88PDDDyM8PBwODg7YvXs3jh07hpUrVwKo7r8UHByMl156CampqVAqldi4cWO9fX1WrFiBmJgYREVF4YknntAOBXdycrrnWmRPPfUUPvroI8ycORMnTpyAt7c3vvnmG9jZ2ensJ5fL8eWXXyImJgY9evTAY489Bl9fX6SmpmLfvn1QKpXakNKYkydP4ttvvwVQ3Ul8z5492LhxIwYNGqSdkkDfoqOj8cwzzyA2NhanT5/GmDFjYGVlhaSkJKxfvx4ffPCBtkN1ZGQkPv30U7z11lsICQmBh4cHRowYgZdffhk///wzJk6ciNmzZyMyMhLFxcU4d+4cNmzYgOvXr8PNzQ1PPvkkbt++jREjRsDPzw/Jycn48MMPERERUednn0yUJGO0DBAAsXnzZu395ORkYWFhIVJTU3X2GzlypFiyZIkQono4rEKhEAMGDBAHDx4U+/btExEREWL48OHtWbpZamyIMe4aqipE9RBaf39/AUC89dZb9R4zIyNDPPbYY8LNzU1YW1uLsLCwOscRou5QcCGE2Llzp+jZs6ewtrYWoaGh4ttvv60zFFxjzZo1onfv3kKhUAgXFxcRHR0tdu3apX08Li5ODBw4UNja2gofHx/xyiuvaIe0a4YEa/zwww/aY7m6uopHHnlE3Lx5s0nn8OzZsyI6OlrY2NgIX19f8eabb4r/+7//qzMUvDn13K2pXyfNEOMVK1boPH/fvn0CgFi/fn29xz127Jh2293DllevXi2GDh0qOnToIBQKhQgODhYvv/yyyM/PF0IIUV5eLl5++WURHh4uHB0dhb29vQgPDxeffPKJzmtdvHhRjBo1Sjg4OAg3Nzfx1FNPiTNnztT7fbZ7924xePBgYWtrK5RKpZg0aZK4ePFio+dIIzk5Wdx///3Czs5OuLm5ieeff147TPru83zq1Cnx4IMPat9bYGCgmDZtmtizZ0+jr1HfUHBLS0vRqVMn8fLLL4vCwkKd/Zs6FNze3r7OazX0/f/555+LyMhIYWtrKxwdHUVYWJh45ZVXxK1bt7T7pKeniwkTJghHR0cBQKeGwsJCsWTJEhESEiKsra2Fm5ubGDRokHjvvfdERUWFEEKIDRs2iDFjxggPDw9hbW0tAgICxDPPPCPS0tIaPT9kOmRCNPNPMBMlk8l0OhT/8ssvmDhxYp128vLycjz44IP44Ycf8PTTT+OLL75AQkKCtiPbyZMnERkZiUuXLtU7coKIiIjaFpulGlBUVAQLCwucOHGizkgAzWgEb29vWFpaaoMNcGfo8I0bNxhuiIiIJMBw04DevXtDpVIhMzMTQ4YMqXefwYMHo6qqCleuXNGOYkhMTATQ+OgaIiIiajtm3SxVVFSEy5cvA6gOM//+978xfPhwuLq6IiAgAH/7298QFxeHlStXonfv3sjKysKePXvQq1cvTJgwAWq1Gv369YODgwNWrVoFtVqNuXPnQqlU6iyESERERO3HrMPN/v37MXz48DrbZ82ahbVr16KyshJvvfUW/vvf/yI1NRVubm4YOHAg3njjDe0kV7du3cL8+fOxc+dO2NvbIyYmBitXruRoKSIiIomYdbghIiIi02PWk/gRERGR6TG7DsVqtRq3bt2Co6Njg1N8ExERkWERQqCwsBA+Pj51Fjm+m9mFm1u3btVZYZiIiIiMQ0pKCvz8/Brdx+zCjWYa/ZSUFCiVSomrISIioqYoKCiAv79/o8vhaJhduNE0RSmVSoYbIiIiI9OULiXsUExEREQmheGGiIiITArDDREREZkUhhsiIiIyKQw3REREZFIYboiIiMikMNwQERGRSWG4ISIiIpPCcENEREQmheGGiIiITArDDREREZkUhhsiIiIyKQw3REREpBdCCPxxORsqtZC0DoYbIiIi0ouTN3Lx1y//xOh/H5A04DDcEBERkV6sP34TABAR4AwLuUyyOhhuiIiIqNVKKqqw7WwaAGBqpL+ktTDcEBERUattP5eOovIqBLjaYUBHV0lrYbghIiKiVlt/IgUA8HCkH+QSNkkBDDdERETUSjdySnDk6m3IZMBDkX5Sl8NwQ0RERK2zoeaqzX0hbvB1tpW4GoYbIiIiagW1WmDjyVQA1U1ShoDhhoiIiFrsjys5SM0rhdLGEmN7eEldDgCGGyIiImqFH49XN0ndH+EDGysLiaupxnBDRERELZJfUokdF9IBSD+3TW0MN0RERNQiP5+9hYoqNUI9HdHLz0nqcrQYboiIiKhFNtQ0SU3t6weZTNq5bWqTNNzExsaiX79+cHR0hIeHB6ZMmYKEhIRGn7N27VrIZDKdm42NTTtVTERERACQkF6IMzfzYSmXYUpvX6nL0SFpuDlw4ADmzp2LI0eOYNeuXaisrMSYMWNQXFzc6POUSiXS0tK0t+Tk5HaqmIiIiABgfc1VmxFdPeDmoJC4Gl2WUr74jh07dO6vXbsWHh4eOHHiBIYOHdrg82QyGby8DGO4GRERkbmpVKmx5XT13DZT+xpOR2INg+pzk5+fDwBwdW18wa2ioiIEBgbC398fkydPxoULFxrct7y8HAUFBTo3IiIiarl9lzKRXVQBNwdrDAt1l7qcOgwm3KjVaixcuBCDBw9Gz549G9wvNDQUa9aswU8//YRvv/0WarUagwYNws2bN+vdPzY2Fk5OTtqbv7/hJUwiIiJj8uPx6t+5D/bxg5WFwUQJLZkQQkhdBAA899xz2L59O37//Xf4+TV9+ubKykp069YNM2bMwJtvvlnn8fLycpSXl2vvFxQUwN/fH/n5+VAqlXqpnYiIyFxkFZZjYOweqNQCu14Yis6eju3yugUFBXBycmrS729J+9xozJs3D9u2bcPBgwebFWwAwMrKCr1798bly5frfVyhUEChMKyOTkRERMZqy6lUqNQCEf7O7RZsmkvSa0lCCMybNw+bN2/G3r170bFjx2YfQ6VS4dy5c/D29m6DComIiEhDCKFdbmFqX8NYJLM+kl65mTt3LtatW4effvoJjo6OSE+vnsLZyckJtrbVS6bPnDkTvr6+iI2NBQAsX74cAwcOREhICPLy8rBixQokJyfjySeflOx9EBERmYMzN/ORlFkEhaUck8J9pC6nQZKGm08//RQAMGzYMJ3tX331FWbPng0AuHHjBuTyOxeYcnNz8dRTTyE9PR0uLi6IjIzEH3/8ge7du7dX2URERGZJM7dNTE8vKG2sJK6mYQbTobi9NKdDEhEREVUrq1Sh39u7UVhWhe+eHIDBIW7t+vrN+f1teOO3iIiIyOD8diEdhWVV8HW2RVSnDlKX0yiGGyIiIronTUfihyP9IJcbziKZ9WG4ISIiokbdzC3BH1dyAFSHG0PHcENERESN2ngiFUIAUZ06wN/VTupy7onhhoiIiBqkVgusP1HdJDWtn+FftQEYboiIiKgRR67l4GZuKRwVlhjXwzgmzGW4ISIiogZtqFkkc2K4N2ytLSSupmkYboiIiKheBWWV+PV8GgBgal9/iatpOoYbIiIiqtcvZ9NQVqlGsLs9evs7S11OkzHcEBERUb00yy1M6+sPmcyw57apjeGGiIiI6ricWYiTN/JgIZfhgT6+UpfTLAw3REREVMf6E9UdiYd1cYeHo43E1TQPww0RERHpqFKpselkKgDj6kiswXBDREREOg4kZiGrsByu9tYY0dVD6nKajeGGiIiIdKyvmdtmSoQvrC2NLyoYX8VERETUZnKKyrE7PgOA8Sy3cDeGGyIiItLacvoWqtQCYb5O6OqllLqcFmG4ISIiIgCAEEI7t83UvsZ51QZguCEiIqIa51MLcCm9ENaWctwf7iN1OS3GcENEREQAgPUnqq/ajOnuCWc7a4mraTmGGyIiIkJZpQo/nb4FwDjntqmN4YaIiIiw62IG8ksr4e1kg/tC3KQup1UYboiIiEi73MJDffxgITeeRTLrw3BDRERk5m7lleJQUhYA4OFI4x0lpcFwQ0REZOY2nbwJIYD+HV0R5GYvdTmtxnBDRERkxoQQ2iapqSZw1QZguCEiIjJrR6/dRnJOCeytLTA+zFvqcvSC4YaIiMiMaa7aTOjlDXuFpcTV6AfDDRERkZkqKq/Cr+fSABj/3Da1MdwQERGZqV/PpqGkQoWObvboG+gidTl6w3BDRERkpjTLLTwc6QeZzLjntqmN4YaIiMgMXc0qwrHruZDLqifuMyUMN0RERGZoQ01H4qFd3OHlZCNxNfrFcENERGRmVGqBTSdTAQBTI02nI7EGww0REZGZOZSUhfSCMjjbWWFUdw+py9E7hhsiIiIzs/54dZPUlAhfKCwtJK5G/xhuiIiIzEhucQV2XcwAYBqLZNaH4YaIiMiM/HQ6FRUqNbp7K9HT10nqctoEww0REZEZ0S6S2dc0r9oADDdERERm48KtfFy4VQArCxkmR/hKXU6bYbghIiIyE5qOxKO7e8LV3lriatoOww0REZEZqKhS46fTpju3TW0MN0RERGZgT3wGcksq4eGowJDOblKX06YYboiIiMzAj8erF8l8KNIPlham/evftN8dERERIaOgDAcSswAAU010bpvaGG6IiIhM3KaTqVALIDLQBZ3cHaQup80x3BAREZkwIQTW1zRJTTPhuW1qY7ghIiIyYSdv5OJqdjFsrSwwoZeP1OW0C4YbIiIiE6aZ22Z8mDccFJYSV9M+GG6IiIhMVElFFbaeuQXAtJdbuBvDDRERkYnafi4dxRUqBLjaYUBHV6nLaTcMN0RERCZKM7fN1Eg/yGQyiatpPww3REREJuhGTgn+vHYbMln1xH3mRNJwExsbi379+sHR0REeHh6YMmUKEhIS7vm89evXo2vXrrCxsUFYWBh+/fXXdqiWiIjIeGw4UX3V5r4QN/g420pcTfuSNNwcOHAAc+fOxZEjR7Br1y5UVlZizJgxKC4ubvA5f/zxB2bMmIEnnngCp06dwpQpUzBlyhScP3++HSsnIiIyXCq1wIYT1aOkpvY17UUy6yMTQgipi9DIysqCh4cHDhw4gKFDh9a7z/Tp01FcXIxt27Zptw0cOBARERH47LPP7vkaBQUFcHJyQn5+PpRKpd5qJyIiMhSHkrLw6P8dhdLGEkf/MQo2VhZSl9Rqzfn9bVB9bvLz8wEArq4N9+g+fPgwRo0apbNt7NixOHz4cL37l5eXo6CgQOdGRERkyjRz29wf4WMSwaa5DCbcqNVqLFy4EIMHD0bPnj0b3C89PR2enp462zw9PZGenl7v/rGxsXByctLe/P3N7/IcERGZj/ySSuy4UP07cZoZNkkBBhRu5s6di/Pnz+P777/X63GXLFmC/Px87S0lJUWvxyciIjIkP5+9hYoqNUI9HRHm6yR1OZIwiHmY582bh23btuHgwYPw82t8uJqXlxcyMjJ0tmVkZMDLy6ve/RUKBRQKhd5qJSIiMmQbNHPb9DWvuW1qk/TKjRAC8+bNw+bNm7F371507Njxns+JiorCnj17dLbt2rULUVFRbVUmERGRUUhIL8SZm/mwlMvwQG9fqcuRjKRXbubOnYt169bhp59+gqOjo7bfjJOTE2xtq8fkz5w5E76+voiNjQUAPP/884iOjsbKlSsxYcIEfP/99zh+/Dg+//xzyd4HERGRIVhfc9VmRFcPdHAw31YLSa/cfPrpp8jPz8ewYcPg7e2tvf3www/afW7cuIG0tDTt/UGDBmHdunX4/PPPER4ejg0bNmDLli2NdkImIiIydZUqNTafSgVgvh2JNQxqnpv2wHluiIjIFP12IR3PfHMCbg4KHFkyApYWBjNmSC+Mdp4bIiIiahnN3DYP9vE1uWDTXOb97omIiExAZmEZ9iVkAqheAdzcMdwQEREZuS2nUqFSC0T4O6Ozp6PU5UiO4YaIiMiICSG0TVJT+/KqDcBwQ0REZNROp+QhKbMICks5JoX7SF2OQWC4ISIiMmLrT1RftYnp6QWljZXE1RgGhhsiIiIjVVqhwtbTtwAAU818bpvaGG6IiIiM1G8X0lFYXgVfZ1tEdeogdTkGg+GGiIjISK0/Ub3cwsORfpDLzXORzPow3BARERmhlNsl+ONKDoDqcEN3MNwQEREZoY0nb0IIYFBwB/i72kldjkFhuCEiIjIyarXAhhOc26YhDDdERERG5sjVHNzMLYWjwhLjenhLXY7BYbghIiIyMpq5bSaG+8DW2kLiagwPww0REZERKSirxPbzaQDYJNUQhhsiIiIjsu1MGsoq1QjxcEBvf2epyzFIDDdERERGRDO3zdRIP8hknNumPgw3RERERuJyZiFO3ciDhVyGB/r4Sl2OwWK4ISIiMhLrj1d3JB4e6g4PRxuJqzFcDDdERERGoEqlxqZTqQCAhyO5SGZjGG6IiIiMwOGrOcgqLIervTVGdPWQuhyDxnBDRERkBE7dyAMADOnsBmtL/vpuDM8OERGRETh7Mw8A0MvPWdI6jAHDDRERkRE4ezMfANDLz0niSgwfww0REZGBS88vQ2ZhOeQyoIePUupyDB7DDRERkYHTNEl19nCEnbWltMUYAYYbIiIiA3culU1SzcFwQ0REZODOsL9NszDcEBERGTAhBM5xpFSzMNwQEREZsJu5pcgtqYSVhQxdvR2lLscoMNwQEREZMM0Q8K5eSigsLSSuxjgw3BARERkwzUipMPa3aTKGGyIiIgOmnbzPl+GmqRhuiIiIDJRaLXBeOwzcWdpijAjDDRERkYG6llOMwvIqKCzl6OzpIHU5RoPhhoiIyECdq2mS6uGjhJUFf2U3Fc8UERGRgTrD+W1ahOGGiIjIQJ3jzMQtwnBDRERkgKpUapy/xXDTEgw3REREBuhyVhHKKtWwt7ZAJzd2Jm4OhhsiIiIDdDal+qpNT18nyOUyiasxLgw3REREBuhsah4AINzfWdI6jBHDDRERkQHSzEwcxpmJm43hhoiIyMCUV6kQn1YAgJ2JW4LhhoiIyMAkphehUiXgZGuFAFc7qcsxOgw3REREBubO5H1OkMnYmbi5GG6IiIgMDCfvax2GGyIiIgOjuXIT5ussaR3GiuGGiIjIgJRWqJCUWQQACPfnlZuWYLghIiIyIBfT8qFSC7g5KOCltJG6HKPEcENERGRANPPbhLMzcYsx3BARERkQ7eR97EzcYgw3REREBuRsTWficD9nSeswZpKGm4MHD2LSpEnw8fGBTCbDli1bGt1///79kMlkdW7p6entUzAREVEbKiyrxNXsYgDVC2ZSy0gaboqLixEeHo6PP/64Wc9LSEhAWlqa9ubh4dFGFRIREbWf86kFEALwcbKBu6NC6nKMlqWULx4TE4OYmJhmP8/DwwPOzs76L4iIiEhC52pWAu/FJqlWMco+NxEREfD29sbo0aMRFxfX6L7l5eUoKCjQuRERERmiM+xMrBdGFW68vb3x2WefYePGjdi4cSP8/f0xbNgwnDx5ssHnxMbGwsnJSXvz9/dvx4qJiIia7px2GLiztIUYOZkQQkhdBADIZDJs3rwZU6ZMadbzoqOjERAQgG+++abex8vLy1FeXq69X1BQAH9/f+Tn50OpVLamZCIiIr3JLa5A7zd3AQDOLB0DJzsriSsyLAUFBXBycmrS729J+9zoQ//+/fH77783+LhCoYBCwU5ZRERk2M6lVl+1Cepgx2DTSkbVLFWf06dPw9vbW+oyiIiIWkUzv00Ym6RaTdIrN0VFRbh8+bL2/rVr13D69Gm4uroiICAAS5YsQWpqKv773/8CAFatWoWOHTuiR48eKCsrw5dffom9e/di586dUr0FIiIivai97AK1jqTh5vjx4xg+fLj2/qJFiwAAs2bNwtq1a5GWloYbN25oH6+oqMCLL76I1NRU2NnZoVevXti9e7fOMYiIiIyRdtkFTt7XagbTobi9NKdDEhERUXvILChD//+3BzIZcP71sbBXGH2XWL1rzu/vFvW5GTFiBPLy8up94REjRrTkkERERGZL05k4xN2BwUYPWhRu9u/fj4qKijrby8rKcOjQoVYXRUREZE44eZ9+NSsenj17Vvv/ixcv6ixYqVKpsGPHDvj6+uqvOiIiIjNwjiuB61Wzwk1ERIR2Je76mp9sbW3x4Ycf6q04IiIiUyeEuNOZmFdu9KJZ4ebatWsQQqBTp044evQo3N3dtY9ZW1vDw8MDFhYWei+SiIjIVN3KL0NOcQUs5TJ09+ZAF31oVrgJDAwEAKjV6jYphoiIyNycTckDAHTxdISNFS8Q6EOLu2QnJSVh3759yMzMrBN2li5d2urCiIiIzMHZmpFS4f5sktKXFoWbL774As899xzc3Nzg5eUFmUymfUwmkzHcEBERNZF22QVfZ0nrMCUtCjdvvfUW3n77bSxevFjf9RAREZmN2p2Je7Ezsd60aJ6b3NxcTJ06Vd+1EBERmZXknBIUllXB2lKOUC9HqcsxGS0KN1OnTuVilURERK10pqZJqru3ElYWLfqVTPVoUbNUSEgI/vnPf+LIkSMICwuDlZWVzuMLFizQS3FERESm7BybpNpEi8LN559/DgcHBxw4cAAHDhzQeUwmkzHcEBERNQFXAm8bLQo3165d03cdREREZkWlFjh/SzMM3FnaYkwMG/iIiIgkcCWrCCUVKthZWyDY3UHqckxKi67cPP74440+vmbNmhYVQ0REZC40TVI9fZxgIZfdY29qjhaFm9zcXJ37lZWVOH/+PPLy8updUJOIiIh0aSfvY2divWtRuNm8eXOdbWq1Gs899xyCg4NbXRQREZGp4+R9bUdvfW7kcjkWLVqE999/X1+HJCIiMkkVVWpcTCsAAPTyc5a2GBOk1w7FV65cQVVVlT4PSUREZHISMwpRUaWGo40lgjrYSV2OyWlRs9SiRYt07gshkJaWhl9++QWzZs3SS2FERESm6lzqnSap2otPk360KNycOnVK575cLoe7uztWrlx5z5FURERE5k7TmZhNUm2jReFm3759+q6DiIjIbGg7E3Nm4jbRonCjkZWVhYSEBABAaGgo3N3d9VIUERGRqSqrVCEhvRAAh4G3lRZ1KC4uLsbjjz8Ob29vDB06FEOHDoWPjw+eeOIJlJSU6LtGIiIikxGfVoAqtUAHe2v4OttKXY5JalG4WbRoEQ4cOICtW7ciLy8PeXl5+Omnn3DgwAG8+OKL+q6RiIjIZGgXy2Rn4jbTomapjRs3YsOGDRg2bJh22/jx42Fra4tp06bh008/1Vd9REREJuXO5H3O0hZiwlp05aakpASenp51tnt4eLBZioiIqBHakVLsTNxmWhRuoqKisGzZMpSVlWm3lZaW4o033kBUVJTeiiMiIjIlxeVVuJxVBIDLLrSlFjVLrVq1CuPGjYOfnx/Cw8MBAGfOnIFCocDOnTv1WiAREZGpuHCrAEIAXkobeChtpC7HZLUo3ISFhSEpKQnfffcdLl26BACYMWMGHnnkEdjasuc3ERFRfe5M3serNm2pReEmNjYWnp6eeOqpp3S2r1mzBllZWVi8eLFeiiMiIjIlXAm8fbSoz83q1avRtWvXOtt79OiBzz77rNVFERERmSIuu9A+WhRu0tPT4e3tXWe7u7s70tLSWl0UERGRqckvqcT1nOoRxWEcKdWmWhRu/P39ERcXV2d7XFwcfHx8Wl0UERGRqdGsBO7vagsXe2uJqzFtLepz89RTT2HhwoWorKzEiBEjAAB79uzBK6+8whmKiYiI6nE2NQ8Am6TaQ4vCzcsvv4ycnBzMmTMHFRUVAAAbGxssXrwYS5Ys0WuBREREpuBsClcCby8tCjcymQzvvPMO/vnPfyI+Ph62trbo3LkzFAqFvusjIiIyCZpmKV65aXstCjcaDg4O6Nevn75qIQIAHLt+Gz7Otlwtl4hMRnZROVLzSiGTAT19lVKXY/Ja1KGYqK0cv34bUz87jCfWHpO6FCIivTlXM79NJzd7ONpYSVyN6WO4IYOy6VQqAOBSeiFu5HARViIyDVwJvH0x3JDBqFSpsf3cnXmSDiRmSlgNEZH+cNmF9sVwQwYj7nI2cksqtfcPJGZJWA0RkX4IIXA2lcsutCeGGzIYW89UX7XpG+gCAPjjSg7Kq1RSlkRE1GrpBWXIKiyHhVyG7t4MN+2B4YYMQnmVCjsvpAMAXh4bCndHBUoqVDhxPVfiyoiIWkfT36azhwNsrS0krsY8MNyQQTiQkIXC8ip4KW3QL8gV0V3cAQD72TRFREaO/W3aH8MNGYStZ6ubpCb28oZcLtOGmwMJDDdEZNw4Uqr9MdyQ5EoqqrD7YgYAYGJ49cKrQzq7QS4DEjIKkZZfKmV5REQtJoSoNTMxr9y0F4Ybktye+EyUVqrg72qL8Joffmc7a0T4OwPg1RsiMl4pt0uRV1IJaws5Qr0cpS7HbDDckOS2nrkFAJjUywcymUy7PbqLBwAOCSci46VZCbyrtyMUluxM3F4YbkhSBWWV2F9zZWZSTZOURnRodb+b35OyUalSt3ttREStdae/DZuk2hPDDUlq14UMVKjUCPFwQNe7LtmG+TrBxc4KheVVOJ2SJ02BREStoB0p5essaR3mhuGGJLX1bP1NUgBgIZdhqGZIeAKXYiAi46JWC5xPLQAA9PLnlZv2JGm4OXjwICZNmgQfn+pfbFu2bLnnc/bv348+ffpAoVAgJCQEa9eubfM6qW3cLq7A70nZAICJ4d717qMdEs5+N0RkZK5mF6OovAo2VnKEuDtIXY5ZkTTcFBcXIzw8HB9//HGT9r927RomTJiA4cOH4/Tp01i4cCGefPJJ/Pbbb21cKbWFHefTUaUW6OGjRHADP/hDOleHm/OpBcgqLG/P8oiIWkXTJNXTxwmWFmwoaU+WUr54TEwMYmJimrz/Z599ho4dO2LlypUAgG7duuH333/H+++/j7Fjx7ZVmdRGNKOkJvbyaXAfd0cFevoqcT61AIeSsvBgH7/2Ko+IqFU0nYnD2Jm43RlVlDx8+DBGjRqls23s2LE4fPhwg88pLy9HQUGBzo2kl1lQhiPXcgBUz0rcmGE1Q8L3c74bIjIiXHZBOkYVbtLT0+Hp6amzzdPTEwUFBSgtrX8W29jYWDg5OWlv/v7+7VEq3cMv59IgBNA7wBn+rnaN7qsZEn4oKQsqtWiP8oiIWqVKpcaFWzWdibnsQrszqnDTEkuWLEF+fr72lpKSInVJBGBbzVpSkxppktLo7e8MRxtL5JZUaqcxJyIyZEmZRSivUsNRYYmOHeylLsfsGFW48fLyQkZGhs62jIwMKJVK2Nra1vschUIBpVKpcyNp3cwtwYnkXMhkwIR7NEkBgKWFHEM6uwHgkHAiMg7azsS+TpDLZY3vTHpnVOEmKioKe/bs0dm2a9cuREVFSVQRtcQvNVdtBnR0hafSpknP4ZBwIjImnJlYWpKGm6KiIpw+fRqnT58GUD3U+/Tp07hx4waA6ialmTNnavd/9tlncfXqVbzyyiu4dOkSPvnkE/z444944YUXpCifWkg7cV/4vZukNDST+Z1JyUNucUWb1EVEpC93wo2ztIWYKUnDzfHjx9G7d2/07t0bALBo0SL07t0bS5cuBQCkpaVpgw4AdOzYEb/88gt27dqF8PBwrFy5El9++SWHgRuRq1lFOJ9aAAu5DDE9790kpeHtZItQT0eoBfD75ew2rJCIqHXKq1S4lK7pTMwrN1KQdJ6bYcOGQYiGR7/UN/vwsGHDcOrUqTasitqSpiPx4BA3uNpbN+u5w0LdkZBRiP0JWc266kNE1J4upRWiUiXgYmcFP5f6+4NS2zKqPjdk/DQT901qQkfiu9Xud6PmkHAiMlBnUzWT9znXWTOP2gfDDbWbhPRCJGUWwdpCjjE9vJr9/MggF9hZWyC7qBzx6ZyMkYgM09mUPABAOJukJMNwQ+1Gc9UmOtQdTrZWzX6+wtICg4I7AOCoKSIyXJr5uMJ8GW6kwnBD7UII0aJRUneLDuVSDERkuEorVEjMKATAkVJSYrihdnEuNR/JOSWwtbLAqG4eLT5OdM0q4SeTc1FQVqmv8oiI9OLCrXyoBeDhqICXU9Pm8SL9Y7ihdqFpkhrRzQN21i0fpBfQwQ6d3OxRpRb443KOvsojItILTt5nGBhuqM2p1aJZa0ndi2YhTfa7ISJDc2clcGdJ6zB3DDfU5k7cyEVafhkcFJYYVhNMWkM7JDwhs9F5koiI2tudYeC8ciMlhhtqc9tqmqTG9PCEjZVFq483sFMHKCzluJVfhsuZRa0+HhGRPhSUVeJqVjEAoBdHSkmK4YbaVJVKjV/O1TRJ6WlWYRsrCwzoxCHhRGRYztdctfF1tkUHB4XE1Zg3hhtqU39eu43sogo421nhvhA3vR13WE3TFIeEE5Gh0HQmDvfnVRupMdxQm9KMkorp6Q0rC/19u2k6FR+9dhslFVV6Oy4RUUudu6mZvM9Z2kKI4YbaTkWVGtvPpwNo2VpSjenkZg8/F1tUqNQ4cpVDwolIemdqRkpx2QXpMdxQm/n9chbySyvh5qDQ9pHRF5lMVmvUFJumiEhat4srcDO3FADQg52JJcdwQ21m65nqjsQTe3nDQq7/lXGHaZZiYKdiIpKYZj2pjm72LVo7j/SL4YbaRFmlCrsuZgAAJoXrt0lKIyq4A6wsZEjOKcH17OI2eQ0ioqbQrATOmYkNA8MNtYn9CZkoKq+Cr7Mtevu7tMlrOCgs0TfQFQCHhBORtM5yJXCDwnBDbaJ2k5S8DZqkNIZxKQYiMgCaZRfC/Z0lrYOqMdyQ3hWVV2HPJU2TlH4m7muIZkj4H1eyUVapatPXIiKqT0ZBGTIKyiGXAT18lFKXQ2C4oTawJz4DZZVqBHWwa/Mf9FBPR3gqFSirVOPY9dtt+lpERPXRTN7X2cMRdtaWEldDAMMNtQHNxH2Twn0gk7VdkxTAIeFEJL1zNU1SXCzTcDDckF7ll1Rq+7+0dZOUBoeEE5GUzmiWXWC4MRgMN6RXv11MR6VKINTTEV08HdvlNQeHuMFCLsPlzCLczC1pl9ckIgIAIYR2jpswP2dpiyEthhvSqztNUm0zt019nGyt0LtmhMLBxOx2e10iotS8UtwuroCVhQzdvNvnDzq6N4Yb0pvsonL8caV6naeJvdqnSUpD2+8mMbNdX5eIzJumM3GolyMUlhYSV0MaDDekN9vPp0OlFujl54QgN/t2fW1Nv5u4yzmoqFK362sTkfk6y5XADRLDDemNtkmqna/aANVzS3Swt0ZReRVO3sht99cnIvN0liuBGySGG9KLtPxS7TwzE3q1X38bDblchqFdOFsxEbUftbp2Z2KGG0PCcEN68cvZNAgB9A10gY+zrSQ1aJdi4Hw3RNQOrucUo7CsCgpLebuNDqWmYbghvdh2tnotqfaa26Y+94W4QSYDLqYVILOgTLI6iMg8aK7adPdRwsqCv04NCb8a1Gopt0twOiUPchkQE+YlWR0dHBToVbMiL5umiKitnUnRTN7nLG0hVAfDDbXa1rPVHYmjgjvAw9FG0lqi2e+GiNrJudQ8AECYL/vbGBqGG2q1rWdqmqQkGCV1t+iaIeGHkrJRpeKQcCJqGyq1wPnUAgBAuD/DjaFhuKFWuZxZiPi0AljKZRjXU7omKY1wPyc42Vohv7RSu94LEZG+Xc4sQmmlCvbWFujo5iB1OXQXhhtqFc1VmyGd3eBsZy1xNYClhRz3dXYDwKYpImo7mvltevo6wUIuk7YYqoPhhlpMCKHtbyPlKKm7DWO/GyJqY5qZiXtxfhuDxHBDLRafVoirWcWwtpRjdHdPqcvR0nQqPnszDzlF5RJXQ0Sm6CxXAjdoDDfUYpqrNiNCPeBoYyVxNXd4KG3QzVsJIYDfL3OVcCLSr4oqNeJv1XQm5pUbg8RwQy0ihLizlpQBNUlpaIeEc7ZiItKzxIxCVKjUcLK1QoCrndTlUD0YbqhFTqfk4WZuKeysLTCiq4fU5dShWYrhYFIW1GohcTVEZErO1HQm7uXnBJmMnYkNEcMNtYhmlNTo7p6wtbaQuJq6+gS4wEFhieyiClyouXxMRKQP52o6E3PyPsPFcEPNplILbKvpbzPRACbuq4+1pRyDgjsAAA4kZkpcDRGZkjPakVLO0hZCDWK4oWY7dv02MgvL4WhjiaFd3KQup0HRoRwSTkT6VVapQmJGIQAOAzdkDDfUbJqrNuN6eEFhaXhNUhqaTsUnb+Qhv7RS4mqIyBRcTCuASi3g5qCAt5O0a+lRwxhuqFmqVGr8ei4dgGGOkqrNz8UOIR4OUKkF4jgknIj04GxKHgB2JjZ0DDfULH9cycHt4gq42ltr+7QYMg4JJyJ90kzexyYpw8ZwQ82imdtmfJgXLC0M/9tnWK1+N0JwSDgRtQ6XXTAOhv/biQxGeZUKOy7UNEkZ6Cipu/ULcoWNlRzpBWVIqOkESETUEkXlVbiSVQQACPN1lrYYahTDDTXZwcRsFJZVwVOpQL8gV6nLaRIbKwtEdaoZEs6mKSJqhfOp+RAC8HGygbujQupyqBEMN9RkmiapCWE+kMuNpyNdNFcJJyI90E7exyYpg8dwQ01SWqHC7vgMAMCkcG+Jq2meYaHVy0Mcu34bxeVVEldDRMbqzrILzpLWQffGcENNsvdSJkoqVPBzsUWEv7PU5TRLkJs9AjvYoVIl8MeVHKnLISIjdY4jpYwGww01Se0VwI1xboc7TVNcioGImi+/pBLJOSUAgF7sTGzwDCLcfPzxxwgKCoKNjQ0GDBiAo0ePNrjv2rVrIZPJdG42Npwlsi0VllVib0J1KDCWUVJ304Sb/QkcEk5EzXc2NQ8AENjBDk52VtIWQ/ckebj54YcfsGjRIixbtgwnT55EeHg4xo4di8zMhv/CViqVSEtL096Sk5PbsWLzs+tiBiqq1Ah2t0c3b0epy2mRqOAOsLaQ42ZuKa5mF0tdDhEZmbNcLNOoSB5u/v3vf+Opp57CY489hu7du+Ozzz6DnZ0d1qxZ0+BzZDIZvLy8tDdPT892rNj8GHuTFADYWVuif8fq4escEk5EzXVW05nYl/1tjIGk4aaiogInTpzAqFGjtNvkcjlGjRqFw4cPN/i8oqIiBAYGwt/fH5MnT8aFCxca3Le8vBwFBQU6N2q63OIKHEqqXpdpopE2SWlwSDgRtdQ5zkxsVCQNN9nZ2VCpVHWuvHh6eiI9Pb3e54SGhmLNmjX46aef8O2330KtVmPQoEG4efNmvfvHxsbCyclJe/P399f7+zBlv11IR5VaoJu3EiEeDlKX0yqapRiOXM1BWaVK4mqIyFhkFZbjVn4ZZDKgB6/cGAXJm6WaKyoqCjNnzkRERASio6OxadMmuLu7Y/Xq1fXuv2TJEuTn52tvKSkp7Vyxcdt6VtMkZVxz29QnxMMBPk42KK9S48hVDgknoqY5V9OZONjdAQ4KS2mLoSaRNNy4ubnBwsICGRkZOtszMjLg5eXVpGNYWVmhd+/euHz5cr2PKxQKKJVKnRs1TWZhGQ7XzAtjrKOkapPJZIgOZdMUETXPmRQ2SRkbScONtbU1IiMjsWfPHu02tVqNPXv2ICoqqknHUKlUOHfuHLy9jf/KgqHZfi4dagFE+DvD39VO6nL0gv1uiKi5tJP3sUnKaEh+fW3RokWYNWsW+vbti/79+2PVqlUoLi7GY489BgCYOXMmfH19ERsbCwBYvnw5Bg4ciJCQEOTl5WHFihVITk7Gk08+KeXbMEm1R0mZikEhbrCUy3A1qxgpt0tMJrQRUdsQQtwZBm5ks7ObM8nDzfTp05GVlYWlS5ciPT0dERER2LFjh7aT8Y0bNyCX37nAlJubi6eeegrp6elwcXFBZGQk/vjjD3Tv3l2qt2CSUvNKcTw5FzIZMCHMdK6KKW2s0CfQBUev3cb+xCw8OjBQ6pKIyICl5Zchu6gclnIZunuzW4OxkDzcAMC8efMwb968eh/bv3+/zv33338f77//fjtUZd5+qelI3C/IFV5OpjUDdHQXdxy9dhsHEhhuiKhxmqs2XTwdYWNlIXE11FRGN1qK2sfWM2kATKtJSkPT7+aPK9moqFJLXA0RGTLt5H3sTGxUGG6ojuvZxTiXmg8LuQwxPZs2as2Y9PBRwt1RgZIKFY5fvy11OURkwO6sBO4sbSHULAw3VMe2miapQcEd4OagkLga/ZPJZBjamaOmiKhxOp2JeeXGqDDcUB2m3CSlwfluiOhebtwuQX5pJawt5ejiaZyLBpsrhhvSkZBeiISMQlhZyDC2h+k1SWkMCXGDXAZcSi9Een6Z1OUQkQE6U3PVppu3EtaW/HVpTPjVIh2aJqnoLh5wsrWSuJq242JvjfCaOSsOJGZKWwwRGaRzXAncaDHckJYQotbEfaYzt01DOFsxETXmDPvbGC2GG9I6n1qA6zklsLGSY1Q3z3s/wchpws2hpGxUqTgknIjuUKkFLnCklNFiuCEtTZPUyK6esDeDlW97+TnDxc4KhWVVOJ2SJ3U5RGRArmUXobhCBVsrC4R4OEhdDjUTww0BANRqgW1nNaOkTL9JCgAs5DIMqRkSvj+BTVNEdIdmJfCevkpYyGUSV0PNxXBDAIBTKblIzSuFg8ISw0I9pC6n3bDfDRHVh5P3GTeGGwJwZ26bMd09zWr9lKE14eZcaj6yi8olroaIDMUZLrtg1BhuCCqdJinTnbivPu6OCvT0rV7p9yCv3hARgEqVGhdvFQDglRtjxXBD+PNqDrKLyuFka4XBIW5Sl9Pu2DRFRLUlZhSivEoNRxtLBLraSV0OtQDDDWFrzSipmJ5eZjkLZ3SX6j5GBxOzoFILiashIqmdqzW/jZydiY2S+f0mIx2VKjW2n08HYH5NUhp9ApzhaGOJ3JJKnK/pREhE5kszeV+Yr7O0hVCLMdyYud8vZyOvpBJuDgoM7NRB6nIkYWkhx301zXEcEk5E51LzALAzsTFjuDFzmuUWJoR5mfVcDnf63XCdKSJzVlapQkJ6IQCGG2PGcGPGyipV2HkhA4D5NklpRIdWh5vTKXnIK6mQuBoiksql9EJUqgRc7a3h62wrdTnUQgw3Zmx/QhaKyqvg42SDPgEuUpcjKW8nW4R6OkItqpvqiMg8nas1v41MZr5Xs40dw40Z04ySmhjuwxEBuHP1hv1uiMyXdiVwXzZJGTOGGzNVXF6FPfHVTVITe5nHWlL3Unu+GyE4JJzIHN0ZBu4sbSHUKgw3ZmrPpUyUVaoR2MEOYfwLBQDQN8gFdtYWyCosR3xaodTlEFE7K6moQlImOxObAoYbM6UZJTWplw/blWsoLC0wKLh6ODxnKyYyPxduFUAtAC+lDTyUNlKXQ63AcGOG8ksrcaCmX4m5j5K6m6Zpan8Ch4QTmZszKXkAgDBetTF6DDdmaOeFdFSo1Oji6YBQL0epyzEomqUYTiTnorCsUuJqiKg9nauZoTyc4cboMdyYoa2aFcB78arN3QI62KGTmz2q1AJ/XMmRuhwiakeazsRh7Exs9BhuzExOUTniauZxmcgmqXoN7cIh4UTmJr+0EleziwGAgyxMAMONmdl+Ph0qtUBPXyU6utlLXY5B0sx3c5BDwonMQmpeKV788QwAwM/FFq721hJXRK1lKXUB1L62nb0zSorqN7BjB1hbypGaV4orWUUI8WC/JCJTVKlS4/9+v4YPdiehtFIFS7kMz4/sLHVZpAcMN2aiSqXGj8dv4s9rtwEAEzhxX4NsrS0wsFMHHEzMwv6ELIYbIhN09NptvLblHBIzigAA/YNc8eaUnhxkYSIYbkycEAK7LmbgnR2XcCWruj15dHdP+LnYSVyZYYvu4o6DiVk4kJiFJ4d0krocItKTnKJy/L9fL2HjyZsAAFd7a/x9fDc81MeXc36ZEIYbE3byRi5if43Hseu5AAAXOyssGNkZjwwIlLgywxfdxR1vAvjz6m2UVFTBzpo/KkTGTK0W+N+xG3h3RwLySyshkwEz+gfglbGhcLZjHxtTw09sE3Q1qwgrfkvA9vPpAAAbKzmeuK8jnokOhtLGSuLqjEOwuz18nW2RmleKP6/exvCuHlKXREQtdD41H69tOY/TNZP0dfdW4q0HeqJPgIu0hVGbYbgxIVmF5fjPniT87+gNVKkF5DJgaqQ/XhjdBV5OnEq8OWQyGYaFuuO7P2/gQGIWww2RESosq8S/dyXi6z+uQy0AB4UlFo3ugplRgbC04GBhU8ZwYwKKy6vw5aFr+PzgFRRXqAAAI7p6YPG4ruwc1wrRXarDTfVSDD2kLoeImkgIgW1n0/DmtovILCwHAEzs5Y1/TuwOT64ZZRYYboxYlUqNH46nYNXuJGTV/ACH+znh1ZhuiKpZAJJablCIG6wsZLieU4Lr2cUI4rxARAbvWnYxlv50HoeSqicr7ehmj+WTe2BIZ3eJK6P2xHBjhOobARXgaodXxoViQpg3e/zriYPCEn0DXXH4ag4OJmUx3BAZsLJKFT7ZfwWf7b+CCpUa1pZyzB0WgmeiO8HGykLq8qidMdwYmRPJ1SOgjidXj4BytbfGghEh+OuAQFhbsg1Z36JD3XH4ag72J2RhZlSQ1OUQUT32J2Ri2c8XkJxTAqB6CZXl9/fgHyRmjOHGSFzNKsK7OxKw4wJHQLWn6C7u+Nf2Szh8JQdllSr+BUhkQNLzy7B82wX8eq76c9FLaYOlk7ojpqcXr2CbOYYbA6cZAbXu6A2oOAKq3XX1coSnUoGMgnIcv56L+zq7SV0SkdmrUqmx9o/reH9XIoorVLCQy/DYoCAsHN0FDgr+WiOGG4NV3wiokV09sDimK7p4cgRUe5HJZIju4o4fj9/EgcRMhhsiiZ1Ivo1/bD6PS+mFAIA+Ac54a0oYuvsoJa6MDAnDjYHRjIB6f1cSsovujIBaMr4bBnbiCCgpRHfxwI/Hb2J/Qhb+MUHqaojMU25xBf61/RJ+OJ4CAHC2s8Kr47piWl9/yOVsgiJdDDcGQgiBnTUjoK7WjIAK7GCHl8dyBJTU7gtxg1wGJGUWITWvFL7OtlKXRGQ21GqBDSduInZ7PHJLKgEA0/r64dWYbnC157IJVD+GGwNwIvk2/t+vl3CCI6AMkpOdFXoHuOBEci4OJmZhRv8AqUsiMgvxaQV4bct57WdjVy9HvDWlJ/oGuUpcGRk6hhsJXckqwoq7RkA9eV8nPBPdCY4cAWVQhnVxx4nkXBxIYLghamtF5VVYtSsRX/1xHSq1gJ21BV4Y1QWzBwfBissmUBMw3Eggq7AcH+xJxP+OpmhHQE3r64+FozgCylBFh7pj5a5ExF3ORqVKzQ9YojYghMCO8+l4Y+tFpBeUAQDG9fDC0knd4cPmYGoGhpt2VFxehS8OXcXnB6+ihCOgjEpPHyd0sLdGTnEFTibnYgA7dxPpVXJOMZb+dAEHErMAVM+6/sb9PbhoLbUIw007qFSp8cOx6jWgOALKOMnlMgzt4o7Np1JxIDGL4YZIT8qrVFh94Co+3ncZ5VVqWFvI8Wx0J8wZHsJJM6nFGG7akBACv13IwLs7LuFq9p0RUK+M7YrxYZxB09hE14Sb/QlZeGVcV6nLITJ6vydl458/nce1ms/HwSEdsHxyTwS7O0hcGRk7hps2whFQpmdIZzfIZMDFtAJkFpTBQ8n+UUQtkVFQhrd+icfWM7cAAO6OCrw2oRvuD/fhH32kFww3enYlqwjv7riE3y5kAOAIKFPSwUGBMF8nnL2Zj4NJ2Xg40k/qkoiMSpVKjW+OJGPlzkQUlVdBLgNmRgVh0ZguXCOP9IrhRk8yC8vwwe4kfH+MI6BM2bAu7jh7Mx8HErMYbojuQQiBsko1CsoqcSWrCG//Eo8LtwoAAOH+znh7Sk/09HWSuEoyRQYRbj7++GOsWLEC6enpCA8Px4cffoj+/fs3uP/69evxz3/+E9evX0fnzp3xzjvvYPz48e1YcV0nrufiuz9vAABGdfPA4nFd0ZkjoExOdKg7/rP3Mg4lZUGlFrDgtO9k4ipVahSWVSG/tBIFpZUoKKus+X/NtrLq7dX/r6rep9Z+lSqhczyljSVeGdcVM/oH8OeH2ozk4eaHH37AokWL8Nlnn2HAgAFYtWoVxo4di4SEBHh41B0C+Mcff2DGjBmIjY3FxIkTsW7dOkyZMgUnT55Ez549JXgH1cb19MJfBwTg/nAfjoAyYeF+zlDaWCKvpBJnbuahT4CL1CURNUoIgaLyKhSUVSG/pHY4qQ4j2v9rg8qd0JJfWqmdtqI1LOQyKG0sMbKbJxaP6wp3R4Ue3hlRw2RCCHHv3drOgAED0K9fP3z00UcAALVaDX9/f8yfPx+vvvpqnf2nT5+O4uJibNu2Tbtt4MCBiIiIwGeffXbP1ysoKICTkxPy8/OhVHIVWWq+ud+dxC/n0vDowEBM7VvdNCVD9V+gd/eF1Nyv/Xh926rv6z4HDT4uq3d/GWR1Xr89teSTRED/Hz/6/kQTANRCQAgBlbr6/yq1gFoIqAWgUmseE1AJAVGzrfrxO89Rq2v2F7X2V9fsX7OvWq05Nup9vqrmNdU1x1dpnwOUVOiGkoLSKu1VFbUezom9tQWcbK2g1NxsrGruW9b6f82/NpZ3/m9rBXtrC3YUplZrzu9vSa/cVFRU4MSJE1iyZIl2m1wux6hRo3D48OF6n3P48GEsWrRIZ9vYsWOxZcuWevcvLy9HeXm59n5BQUHrCyezFh3qjl/OpeGbI8n45kiy1OUQNYmVhexOOKkVRpQ2lncFk+rA4lRrP0cbS1hyVm4yIpKGm+zsbKhUKnh6eups9/T0xKVLl+p9Tnp6er37p6en17t/bGws3njjDf0UTITqJsgNJ24iNbdUu01zAVTgzpUDzVWJO/dR635Dj4m79tM9tuY/tfeve+zq1xai7pWkppKhZU9syeu19O/5ll4JaMmzZLLqphW5TAa5XAa5DLCQySCTyWAhr77Jarbp7COv2Ufn/zLI5ajer+b5chlq/b++17jr+TLU7HPntR2sa18tqXs1RWEp59UTMhuS97lpa0uWLNG50lNQUAB/f38JKyJjp7Sxwo/PREldBhERNUDScOPm5gYLCwtkZGTobM/IyICXl1e9z/Hy8mrW/gqFAgoFO68RERGZC0kbUa2trREZGYk9e/Zot6nVauzZswdRUfX/ZRwVFaWzPwDs2rWrwf2JiIjIvEjeLLVo0SLMmjULffv2Rf/+/bFq1SoUFxfjscceAwDMnDkTvr6+iI2NBQA8//zziI6OxsqVKzFhwgR8//33OH78OD7//HMp3wYREREZCMnDzfTp05GVlYWlS5ciPT0dERER2LFjh7bT8I0bNyCX37nANGjQIKxbtw6vvfYa/v73v6Nz587YsmWLpHPcEBERkeGQfJ6b9sZ5boiIiIxPc35/c+ICIiIiMikMN0RERGRSGG6IiIjIpDDcEBERkUlhuCEiIiKTwnBDREREJoXhhoiIiEwKww0RERGZFIYbIiIiMimSL7/Q3jQTMhcUFEhcCRERETWV5vd2UxZWMLtwU1hYCADw9/eXuBIiIiJqrsLCQjg5OTW6j9mtLaVWq3Hr1i04OjpCJpPp9dgFBQXw9/dHSkoK161qBZ5H/eB51A+eR/3gedQPcz6PQggUFhbCx8dHZ0Ht+pjdlRu5XA4/P782fQ2lUml233RtgedRP3ge9YPnUT94HvXDXM/jva7YaLBDMREREZkUhhsiIiIyKQw3eqRQKLBs2TIoFAqpSzFqPI/6wfOoHzyP+sHzqB88j01jdh2KiYiIyLTxyg0RERGZFIYbIiIiMikMN0RERGRSGG7aSVBQEFatWiV1GWTmrl+/DplMhtOnT0tdikGTyWTYsmULAJ4zKdX+OlDrzJ49G1OmTJG6jHZjluFGii/ysWPH8PTTT7fra7an2bNnQyaT4dlnn63z2Ny5cyGTyTB79uz2L8wE6PPc+vv7Iy0tDT179tRzlYbN3D7YG5KVlYXnnnsOAQEBUCgU8PLywtixYxEXF9ek57/++uuIiIho2yINlObn8F//+pfO9i1btuh9tntqPbMMN1Jwd3eHnZ1dg49XVla2YzVtw9/fH99//z1KS0u128rKyrBu3ToEBAS06timcH5aQ1/n1sLCAl5eXrC0NLvJyQnAQw89hFOnTuHrr79GYmIifv75ZwwbNgw5OTlSl6Y3bflZYWNjg3feeQe5ublt9hqGpKKiQuoSWszsw82OHTtw3333wdnZGR06dMDEiRNx5coV7eOaS9KbNm3C8OHDYWdnh/DwcBw+fFjnOL///juGDBkCW1tb+Pv7Y8GCBSguLtY+fnezlEwmw6effor7778f9vb2ePvttwEAn376KYKDg2FtbY3Q0FB88803bXsC9KhPnz7w9/fHpk2btNs2bdqEgIAA9O7dW7utqef8hx9+QHR0NGxsbPDdd98BANasWYMePXpAoVDA29sb8+bN0z7vxo0bmDx5MhwcHKBUKjFt2jRkZGS0wztve/o+t7WbWA4cOID+/ftrz+mrr76KqqqqdnlfUqiviTgiIgKvv/56o8+7evVqo58BGzdu1H5vBgUFYeXKlXquvHXy8vJw6NAhvPPOOxg+fDgCAwPRv39/LFmyBPfff792nyeffBLu7u5QKpUYMWIEzpw5AwBYu3Yt3njjDZw5cwYymQwymQxr16695/OAO1d81qxZg4CAADg4OGDOnDlQqVR499134eXlBQ8PD+3nYG1paWmIiYmBra0tOnXqhA0bNmgfa+izQq1WY/ny5fDz84NCoUBERAR27NjR6nM4atQoeHl5ITY2tsF9Gvs++Pvf/44BAwbUeU54eDiWL1+uvf/ll1+iW7dusLGxQdeuXfHJJ5/Uec8//vij9ndOv379kJiYiGPHjqFv375wcHBATEwMsrKy6rzWG2+8of06PfvsszoBZtiwYZg3bx4WLlwINzc3jB07FoCRfkYIMzRr1iwxefJkIYQQGzZsEBs3bhRJSUni1KlTYtKkSSIsLEyoVCohhBDXrl0TAETXrl3Ftm3bREJCgnj44YdFYGCgqKysFEIIcfnyZWFvby/ef/99kZiYKOLi4kTv3r3F7Nmzta8ZGBgo3n//fe19AMLDw0OsWbNGXLlyRSQnJ4tNmzYJKysr8fHHH4uEhASxcuVKYWFhIfbu3dtu56alNOf03//+txg5cqR2+8iRI8X7778vJk+eLGbNmiWEaPo5DwoKEhs3bhRXr14Vt27dEp988omwsbERq1atEgkJCeLo0aPac6pSqURERIS47777xPHjx8WRI0dEZGSkiI6ObuczoX9tcW5PnTolhBDi5s2bws7OTsyZM0fEx8eLzZs3Czc3N7Fs2bJ2fpdtq/bP/N0/i0IIER4ervOeAYjNmzcLIZr2GXD8+HEhl8vF8uXLRUJCgvjqq6+Era2t+Oqrr9r+zTVRZWWlcHBwEAsXLhRlZWX17jNq1CgxadIkcezYMZGYmChefPFF0aFDB5GTkyNKSkrEiy++KHr06CHS0tJEWlqaKCkpuefzhBBi2bJlwsHBQTz88MPiwoUL4ueffxbW1tZi7NixYv78+eLSpUtizZo1AoA4cuSIth4AokOHDuKLL74QCQkJ4rXXXhMWFhbi4sWLQoiGPyv+/e9/C6VSKf73v/+JS5cuiVdeeUVYWVmJxMTEFp8/zffQpk2bhI2NjUhJSRFCCLF582ah+VV6r++D8+fPCwDi8uXL2uNqtiUlJQkhhPj222+Ft7e39v1s3LhRuLq6irVr1+q8565du4odO3aIixcvioEDB4rIyEgxbNgw8fvvv4uTJ0+KkJAQ8eyzz+rU7+DgIKZPny7Onz8vtm3bJtzd3cXf//537T7R0dHCwcFBvPzyy+LSpUvi0qVLRvsZYfbh5m5ZWVkCgDh37pwQ4s430pdffqnd58KFCwKAiI+PF0II8cQTT4inn35a5ziHDh0ScrlclJaWCiHqDzcLFy7Uec6gQYPEU089pbNt6tSpYvz48S16n+1Jc04zMzOFQqEQ169fF9evXxc2NjYiKytL5xfw3Ro656tWrdLZz8fHR/zjH/+o9xg7d+4UFhYW4saNG9ptmq/T0aNH9fMmJdIW51YTbv7+97+L0NBQoVartc/5+OOPhYODgzYQmQJ9hJvGPgP++te/itGjR+sc8+WXXxbdu3fX+3tpjQ0bNggXFxdhY2MjBg0aJJYsWSLOnDkjhKj+zFIqlXWCT3BwsFi9erUQojqkhIeH6zze1OfZ2dmJgoIC7eNjx44VQUFBOt9noaGhIjY2VnsfgM4vaCGEGDBggHjuueeEEI1/Vrz99ts62/r16yfmzJnT+AlqRO3voYEDB4rHH39cCKEbbpryfRAeHi6WL1+uvb9kyRIxYMAA7f3g4GCxbt06nWO8+eabIioqSghR//fj//73PwFA7NmzR7stNjZWhIaG6tTv6uoqiouLtds+/fRTnZ/16Oho0bt3b53XNtbPCLNvlkpKSsKMGTPQqVMnKJVKBAUFAahu4qitV69e2v97e3sDADIzMwEAZ86cwdq1a+Hg4KC9jR07Fmq1GteuXWvwtfv27atzPz4+HoMHD9bZNnjwYMTHx7f4/bU3d3d3TJgwAWvXrsVXX32FCRMmwM3NTWefpp7z2ucnMzMTt27dwsiRI+t93fj4ePj7+8Pf31+7rXv37nB2djaq89cYfZ5bjfj4eERFRel0iBw8eDCKiopw8+bNNnsvxqixz4CGfnaTkpKgUqnar8h7eOihh3Dr1i38/PPPGDduHPbv348+ffpg7dq1OHPmDIqKitChQwedz7Jr167pNG3eranPCwoKgqOjo/a+p6cnunfvDrlcrrNNc041oqKi6ty/+2e69mdFQUEBbt261aafpe+88w6+/vrrOsdryvfBI488gnXr1gEAhBD43//+h0ceeQQAUFxcjCtXruCJJ57QOZdvvfVWna9B7e9HT09PAEBYWJjOtrvPZXh4uE7fz6ioKBQVFSElJUW7LTIyss57MsbPCLPvVThp0iQEBgbiiy++gI+PD9RqNXr27FmnI5WVlZX2/5ovslqtBgAUFRXhmWeewYIFC+ocv7HOnvb29vp4Cwbn8ccf1/aF+fjjj+s83tRzXvv82Nratm3RRkJf59acyeVyiLtWnWlKJ9TGPgOMiY2NDUaPHo3Ro0fjn//8J5588kksW7YMc+bMgbe3N/bv31/nOc7Ozg0er6ioqEnPq33+gOpzWN+2lpzT9v4sHTp0KMaOHYslS5Y0exTojBkzsHjxYpw8eRKlpaVISUnB9OnTAVSfSwD44osv6vTNsbCw0Llf3/fj3duM4Vy2FbMONzk5OUhISMAXX3yBIUOGAKjuGNxcffr0wcWLFxESEtKqerp164a4uDjMmjVLuy0uLg7du3dv1XHb27hx41BRUQGZTKbtkKbR0nPu6OiIoKAg7NmzB8OHD6/zeLdu3ZCSkoKUlBTt1ZuLFy8iLy/P6M5fY/R9brt164aNGzdCCKH9gIyLi4OjoyP8/Pza5k1IzN3dHWlpadr7BQUFjV5hbQrNz25tcXFx6NKlS51fSoame/fu2LJlC/r06YP09HRYWlpqr/jdzdraus6VqKY8rzWOHDmCmTNn6tyv3Yn+bkqlEj4+PoiLi0N0dLR2e1xcHPr376+3uv71r38hIiICoaGh2m1N+T7w8/NDdHQ0vvvuO5SWlmL06NHw8PAAUH21xcfHB1evXtVezdGnM2fOoLS0VPvH4pEjR+Dg4KBzxftuxvoZYdbhxsXFBR06dMDnn38Ob29v3LhxA6+++mqzj7N48WIMHDgQ8+bNw5NPPgl7e3tcvHgRu3btwkcffdTk47z88suYNm0aevfujVGjRmHr1q3YtGkTdu/e3eyapGRhYaG9XHv3B3trzvnrr7+OZ599Fh4eHoiJiUFhYSHi4uIwf/58jBo1CmFhYXjkkUewatUqVFVVYc6cOYiOjq7T/GfM9H1u58yZg1WrVmH+/PmYN28eEhISsGzZMixatEinucCUjBgxAmvXrsWkSZPg7OyMpUuXtjqAvPjii+jXrx/efPNNTJ8+HYcPH8ZHH32kM8pFajk5OZg6dSoef/xx9OrVC46Ojjh+/DjeffddTJ48GaNGjUJUVBSmTJmCd999F126dMGtW7fwyy+/4IEHHkDfvn0RFBSEa9eu4fTp0/Dz84Ojo2OTntca69evR9++fXHffffhu+++w9GjR/F///d/jT7n5ZdfxrJlyxAcHIyIiAh89dVXOH36tHbUpT5oPm/+85//aLc19fvgkUcewbJly1BRUYH3339f57E33ngDCxYsgJOTE8aNG4fy8nIcP34cubm5WLRoUatqrqiowBNPPIHXXnsN169fx7JlyzBv3rxGf9aN9jNC2i4/0nj00UfFQw89JIQQYteuXaJbt25CoVCIXr16if3799fbmVDTAVMIIXJzcwUAsW/fPu22o0ePitGjRwsHBwdhb28vevXqpdOhrb4OxZrXqO2TTz4RnTp1ElZWVqJLly7iv//9rz7feptprJO2EEKn02tLzrnGZ599JkJDQ4WVlZXw9vYW8+fP1z6WnJws7r//fmFvby8cHR3F1KlTRXp6uh7fpTTa+tzu379f9OvXT1hbWwsvLy+xePFi7SggU1H7Zz4/P19Mnz5dKJVK4e/vL9auXdukDsX3+gzYsGGD6N69u7CyshIBAQFixYoV7fDOmq6srEy8+uqrok+fPsLJyUnY2dmJ0NBQ8dprr2lHPRUUFIj58+cLHx8fYWVlJfz9/cUjjzyi7ahfVlYmHnroIeHs7CwAaEcB3et59XVEru/7Ojo6Wjz//PPa+wDExx9/LEaPHi0UCoUICgoSP/zwg/bxhj4rVCqVeP3114Wvr6+wsrIS4eHhYvv27a06f/XVe+3aNWFtbS1q/yptyvdBbm6uUCgUws7OThQWFtZ5/LvvvhMRERHC2tpauLi4iKFDh4pNmzY1+J737dsnAIjc3Fzttq+++ko4OTnVqX/p0qWiQ4cOwsHBQTz11FM6HcHvPv8axvgZIRPirsZnMzBu3DiEhIQ066oKERkv/swTmRcDvqakf7m5udi2bRv279+PUaNGSV0OEbUx/swTmSez6nPz+OOP49ixY3jxxRcxefJkqcshojbGn3ki82SWzVJERERkusyqWYqIiIhMH8MNERERmRSGGyIiIjIpDDdERERkUhhuiIiIyKQw3BAREZFJYbghIiIik8JwQ0RERCaF4YaIDNawYcMwf/58LFy4EC4uLvD09MQXX3yB4uJiPPbYY3B0dERISAi2b9+ufc758+cRExMDBwcHeHp64tFHH0V2drb28Q0bNiAsLAy2trbo0KEDRo0aheLiYineHhG1EYYbIjJoX3/9Ndzc3HD06FHMnz8fzz33HKZOnYpBgwbh5MmTGDNmDB599FGUlJQgLy8PI0aMQO/evXH8+HHs2LEDGRkZmDZtGgAgLS0NM2bMwOOPP474+Hjs378fDz74IDhRO5Fp4fILRGSwhg0bBpVKhUOHDgEAVCoVnJyc8OCDD+K///0vACA9PR3e3t44fPgwdu/ejUOHDuG3337THuPmzZvw9/dHQkICioqKEBkZievXryMwMFCS90REbc+sFs4kIuPTq1cv7f8tLCzQoUMHhIWFabd5enoCADIzM3HmzBns27cPDg4OdY5z5coVjBkzBiNHjkRYWBjGjh2LMWPG4OGHH4aLi0vbvxEiajdsliIig2ZlZaVzXyaT6WyTyWQAALVajaKiIkyaNAmnT5/WuSUlJWHo0KGwsLDArl27sH37dnTv3h0ffvghQkNDce3atXZ9T0TUthhuiMhk9OnTBxcuXEBQUBBCQkJ0bvb29gCqw9DgwYPxxhtv4NSpU7C2tsbmzZslrpyI9InhhohMxty5c3H79m3MmDEDx44dw5UrV/Dbb7/hscceg0qlwp9//on/9//+H44fP44bN25g06ZNyMrKQrdu3aQunYj0iH1uiMhk+Pj4IC4uDosXL8aYMWNQXl6OwMBAjBs3DnK5HEqlEgcPHsSqVatQUFCAwMBArFy5EjExMVKXTkR6xNFSREREZFLYLEVEREQmheGGiIiITArDDREREZkUhhsiIiIyKQw3REREZFIYboiIiMikMNwQERGRSWG4ISIiIpPCcENEREQmheGGiIiITArDDREREZmU/w/5CvhxFxmOxAAAAABJRU5ErkJggg==\n" }, "metadata": {}, "execution_count": 80 } ], "source": [ "# Fig3\n", "print('\\033[1m',\"\\n\\nDe Maio até Julho os valores são bem menores.\\n\")\n", "print('\\033[1m'+'2019\\nTotal Emissao por Mês\\n\\n',ranking_mes_emissao[['mes','count']],\"\\n\")\n", "fig = Image.open(r'/content/Fig3.png')\n", "fig" ] }, { "cell_type": "code", "execution_count": 81, "metadata": { "id": "LlLWPbtzzhOg", "colab": { "base_uri": "https://localhost:8080/", "height": 971 }, "outputId": "f2fdcb90-9c7a-4db2-ee38-d7b8d11485e5" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "Dezembro e Novembro são bem movimentados devido ao periodo natalino.\n", "Março pode ter sido o periodo do carnaval.\n", "\n", "\u001b[1m \n", "2019\n", "Total Emissao por Mês\n", "\n", " mes count\n", "0 Janeiro 27654\n", "1 Fevereiro 202288\n", "2 Marco 1135554\n", "3 Abril 1007\n", "4 Maio 325\n", "5 Junho 419\n", "6 Julho 503\n", "7 Agosto 3716\n", "8 Setembro 24224\n", "9 Outubro 220250\n", "10 Novembro 1783562\n", "11 Dezembro 2625803 \n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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\n" }, "metadata": {}, "execution_count": 81 } ], "source": [ "# Fig4\n", "print('\\033[1m',\"\\n\\nDezembro e Novembro são bem movimentados devido ao periodo natalino.\\nMarço pode ter sido o periodo do carnaval.\\n\")\n", "print('\\033[1m','\\n2019\\nTotal Emissao por Mês\\n\\n',ranking_mes_emissao[['mes','count']],\"\\n\")\n", "fig = Image.open(r'/content/Fig4.png')\n", "fig" ] }, { "cell_type": "code", "execution_count": 82, "metadata": { "id": "cRJYuAPDzheG", "colab": { "base_uri": "https://localhost:8080/", "height": 796 }, "outputId": "746e163c-8bfd-439b-fd5e-2c7ca297c4ed" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "Sexta-feira e Domingo apresentam os maiores valores de bilhetes emitidos.\n", "Podem ser pessoas partindo pro fim de semana ou aproveitando feriados prolongados.\n", "\n", "\u001b[1m\n", "2019\n", "TOTAL BILHETES POR DIA DA SEMANA\n", "\n", " dia_semana count\n", "0 Sexta-feira 1070145\n", "1 Domingo 1006129\n", "2 Segunda-feira 876567\n", "3 Sabado 874909\n", "4 Quinta-feira 794954\n", "5 Quarta-feira 707090\n", "6 Terca-feira 695511 \n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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\n" }, "metadata": {}, "execution_count": 82 } ], "source": [ "# Fig5\n", "print('\\033[1m',\"\\n\\nSexta-feira e Domingo apresentam os maiores valores de bilhetes emitidos.\\nPodem ser pessoas partindo pro fim de semana ou aproveitando feriados prolongados.\\n\")\n", "print('\\033[1m'+'\\n2019\\nTOTAL BILHETES POR DIA DA SEMANA\\n\\n',ranking_days[['dia_semana', 'count']],\"\\n\")\n", "fig = Image.open(r'/content/Fig5.png')\n", "fig" ] }, { "cell_type": "code", "execution_count": 83, "metadata": { "id": "ZkYW3Raf_NsG", "colab": { "base_uri": "https://localhost:8080/", "height": 828 }, "outputId": "08d2d51c-3136-4dcb-8083-8dd027f7677d" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "O Estado de São Paulo apresenta o maior fluxo de passageiros partindo para outros destinos.\n", "Isto pode ser explicado devido a grande quantidade de pessoas vindas de outros Estados morando em São Paulo.\n", "\n", "\u001b[1m\n", "2019\n", "TOTAL BILHETES POR UF Origem\n", "\n", " uf_origem count\n", "0 SP 1018483\n", "1 PR 905240\n", "2 MG 856375\n", "3 BA 518057\n", "4 GO 425053\n", "5 ES 387960\n", "6 RJ 333020\n", "7 SC 275518\n", "8 CE 214165\n", "9 RS 185184 \n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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\n" }, "metadata": {}, "execution_count": 83 } ], "source": [ "# Fig6\n", "print('\\033[1m',\"\\n\\nO Estado de São Paulo apresenta o maior fluxo de passageiros partindo para outros destinos.\\nIsto pode ser explicado devido a grande quantidade de pessoas vindas de outros Estados morando em São Paulo.\\n\")\n", "print('\\033[1m'+'\\n2019\\nTOTAL BILHETES POR UF Origem\\n\\n',top10_uf_orig[['uf_origem', 'count']],\"\\n\")\n", "fig = Image.open(r'/content/Fig6.png')\n", "fig" ] }, { "cell_type": "code", "execution_count": 84, "metadata": { "id": "exjRUf4q_N4-", "colab": { "base_uri": "https://localhost:8080/", "height": 906 }, "outputId": "da1869e4-1a7c-44b3-ad2d-a0b5457a145c" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "São Paulo é o maior ponto de partida para os Estados do Rio de Janeiro e Minhas Gerais.\n", "Os três maiores Estados da região sudeste.\n", "\n", "\u001b[1m\n", "2019\n", "TOTAL BILHETES POR UF Origem\n", "\n", " ufs count\n", "0 SP-->RJ 434482\n", "1 SP-->MG 399860\n", "2 PR-->SP 389775\n", "3 PR-->SC 360121\n", "4 MG-->RJ 356271\n", "5 MG-->SP 330311\n", "6 RJ-->SP 268510\n", "7 ES-->MG 262390\n", "8 BA-->SP 166246\n", "9 SP-->PR 141446 \n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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\n" }, "metadata": {}, "execution_count": 84 } ], "source": [ "# Fig7\n", "# df_uf.loc[df_uf['count']>= filter].sort_values(by='count', ascending=False)[['uf_origem_linha', 'uf_destino_linha', 'count']]\n", "print('\\033[1m',\"\\n\\nSão Paulo é o maior ponto de partida para os Estados do Rio de Janeiro e Minhas Gerais.\\nOs três maiores Estados da região sudeste.\\n\")\n", "print('\\033[1m'+'\\n2019\\nTOTAL BILHETES POR UF Origem\\n\\n',temp_fig7,'\\n')\n", "fig = Image.open(r'/content/Fig7.png')\n", "fig" ] }, { "cell_type": "code", "execution_count": 85, "metadata": { "id": "vG6H8YzdH078", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "outputId": "a0b51816-b08a-4f7e-e902-fe51d17849e7" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "São Paulo é o Estado com maior fluxo de chega e partida de viajantes no país.\n", "Maior cidade da América Latina.\n", "\n", "\u001b[1mTop 5 Fluxos entre UFs\n", "\n", " ufs count\n", "0 SP-->RJ 434482\n", "1 SP-->MG 399860\n", "2 PR-->SP 389775\n", "3 PR-->SC 360121\n", "4 MG-->RJ 356271 \n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ], "image/png": 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}, "metadata": {}, "execution_count": 85 } ], "source": [ "# Fig8\n", "print('\\033[1m',\"\\n\\nSão Paulo é o Estado com maior fluxo de chega e partida de viajantes no país.\\nMaior cidade da América Latina.\\n\")\n", "print('\\033[1m'+\"Top 5 Fluxos entre UFs\\n\\n\",temp_fig8[:5],'\\n')\n", "fig = Image.open(r'/content/Fig8.png')\n", "fig" ] }, { "cell_type": "code", "execution_count": 86, "metadata": { "id": "fp0aws5rHm8C" }, "outputs": [], "source": [ "# Checkpoint do dataset gerado\n", "#df_viagem_2019.write.parquet(\"df_viagem_2019.parquet\", mode='overwrite')\n", "df_viagem_2019 =spark.read.parquet(\"df_viagem_2019.parquet\")" ] }, { "cell_type": "markdown", "source": [ "## Prever a Emissao de Bilhetes com o Prophet." ], "metadata": { "id": "ubAmhQPZmZFn" } }, { "cell_type": "code", "source": [ "!pip install \"holidays==0.24\" --q\n", "!pip install \"prophet==1.1.1\" --q" ], "metadata": { "id": "Pww4LQpexqaq" }, "execution_count": 87, "outputs": [] }, { "cell_type": "code", "source": [ "from datetime import date\n", "from prophet import Prophet" ], "metadata": { "id": "no3rvtK6wrP1" }, "execution_count": 88, "outputs": [] }, { "cell_type": "markdown", "source": [ "### Foi usada apenas uma pequena parte (20%) do dados existentes.\n", "### Foram selecionadas apenas as linhas com destino a SAO PAULO/SP." ], "metadata": { "id": "1CGWlBVaoQmD" } }, { "cell_type": "code", "source": [ "df_sample = df_viagem_2019.sample(fraction=0.2)\n", "#\n", "df_filter = df_sample.select(*usecols).toPandas()\n", "#\n", "df_sp = df_filter.loc[df_filter.ponto_destino_viagem == 'SAO PAULO/SP']" ], "metadata": { "id": "NUlLd8gRZpOi" }, "execution_count": 89, "outputs": [] }, { "cell_type": "code", "source": [ "df_filter.shape" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "AOsYArpjki3O", "outputId": "b0e0f25a-e0db-492d-c66d-e5a2c64f4d9f" }, "execution_count": 90, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(1203432, 12)" ] }, "metadata": {}, "execution_count": 90 } ] }, { "cell_type": "code", "source": [ "df_sp.shape" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "zjKpSk6bwPK-", "outputId": "fc9d5862-6aad-49eb-cdff-09c4d864d80c" }, "execution_count": 91, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(158764, 12)" ] }, "metadata": {}, "execution_count": 91 } ] }, { "cell_type": "code", "source": [ "df_sp.head()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 444 }, "id": "IbSHm1RCMNot", "outputId": "315fe75d-40ee-4bef-9367-2af47927814b" }, "execution_count": 92, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ " data_emissao_bilhete categoria_transporte \\\n", "2 2019-12-22 Interestadual \n", "14 2019-12-02 Interestadual \n", "45 2019-12-13 Interestadual \n", "67 2019-11-28 Interestadual \n", "69 2019-11-26 Interestadual \n", "\n", " origem_destino_linha ponto_origem_viagem \\\n", "2 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\n" ] }, "metadata": {}, "execution_count": 92 } ] }, { "cell_type": "code", "source": [ "df_sp.info()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "jaJzM6QZNR9O", "outputId": "71137f8c-d3e4-44e1-f131-a3c591c4d5fa" }, "execution_count": 93, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\n", "Int64Index: 158764 entries, 2 to 1203428\n", "Data columns (total 12 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 data_emissao_bilhete 158764 non-null datetime64[ns]\n", " 1 categoria_transporte 158764 non-null object \n", " 2 origem_destino_linha 158764 non-null object \n", " 3 ponto_origem_viagem 158764 non-null object \n", " 4 ponto_destino_viagem 158764 non-null object \n", " 5 tipo_servico 158764 non-null object \n", " 6 data_viagem 158764 non-null datetime64[ns]\n", " 7 tipo_gratitude 158764 non-null object \n", " 8 tipo_viagem 158764 non-null object \n", " 9 numero_poltrona 158764 non-null int32 \n", " 10 valor_total 158764 non-null float64 \n", " 11 in_passagem_cancelada 158764 non-null object \n", "dtypes: datetime64[ns](2), float64(1), int32(1), object(8)\n", "memory usage: 15.1+ MB\n" ] } ] }, { "cell_type": "markdown", "source": [ "### O Prophet precisa de uma coluna ds que representa a data onde o evento ocorreu.\n", "### E uma coluna y que representa as vendas ou emissões de bilhetes naquela data.\n", "#\n", "### Foi feito então um agrupamento pela coluna data_emissao_bilhete.\n", "### Com isso foi gerada uma coluna y com a contagem de linhas por data.\n", "### Assim y apresenta quantas vendas ou emissões de bilhetes foram feitas por dia." ], "metadata": { "id": "N9UfEgDTlIca" } }, { "cell_type": "code", "source": [ "import pandas as pd\n", "# Tabela com acessos por mês e ano\n", "# emissao_mensal = df_sp[['data_emissao_bilhete','count_emissao_dia']]\\\n", "# .groupby(['data_emissao_bilhete'], as_index = True)\\\n", "# .min()\\\n", "# .reset_index()\\\n", "# .sort_values(['data_emissao_bilhete'], ascending=True)\\\n", "# .rename(columns={\"data_emissao_bilhete\": \"ds\", \"count_emissao_dia\": \"y\"})\n", "\n", "emissao_mensal = pd.DataFrame(df_sp['data_emissao_bilhete'])\n", "emissao_mensal['y'] = emissao_mensal.groupby(['data_emissao_bilhete'])['data_emissao_bilhete'].transform('count')\n", "emissao_mensal = emissao_mensal.sort_values(by = 'data_emissao_bilhete', ascending=False).rename(columns={\"data_emissao_bilhete\": \"ds\"})\n", "\n", "# Espiando o resultado do agrupamento\n", "emissao_mensal.drop_duplicates(inplace=True)\n", "emissao_mensal.head()\n" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 206 }, "id": "I3Loq7PCPGOQ", "outputId": "85915493-9755-40cb-f5f5-a39b76502abe" }, "execution_count": 94, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ " ds y\n", "335413 2019-12-31 247\n", "421706 2019-12-30 858\n", "247582 2019-12-29 930\n", "548140 2019-12-28 1240\n", "246348 2019-12-27 1571" ], "text/html": [ "\n", "\n", "
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3354132019-12-31247
4217062019-12-30858
2475822019-12-29930
5481402019-12-281240
2463482019-12-271571
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\n" }, "metadata": {} } ] }, { "cell_type": "code", "source": [ "# Instanciando o modelo\n", "modelo = Prophet()\n", "\n", "# Ajustando o modelo aos dados\n", "modelo.fit(emissao_mensal)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "DKbkImSJSEvN", "outputId": "ef7b63ce-33be-48af-d7f6-d5d9f335447b" }, "execution_count": 98, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "INFO:prophet:Disabling yearly seasonality. Run prophet with yearly_seasonality=True to override this.\n", "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n", "DEBUG:cmdstanpy:input tempfile: /tmp/tmp0j606294/pequrjnb.json\n", "DEBUG:cmdstanpy:input tempfile: /tmp/tmp0j606294/zufmqzf6.json\n", "DEBUG:cmdstanpy:idx 0\n", "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n", "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=19052', 'data', 'file=/tmp/tmp0j606294/pequrjnb.json', 'init=/tmp/tmp0j606294/zufmqzf6.json', 'output', 'file=/tmp/tmp0j606294/prophet_model4l47v00x/prophet_model-20230727184057.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n", "18:40:57 - cmdstanpy - INFO - Chain [1] start processing\n", "INFO:cmdstanpy:Chain [1] start processing\n", "18:40:57 - cmdstanpy - INFO - Chain [1] done processing\n", "INFO:cmdstanpy:Chain [1] done processing\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "" ] }, "metadata": {}, "execution_count": 98 } ] }, { "cell_type": "markdown", "source": [ "### Gráfico com a Previsão de Emissoes de Bilhetes com Destino a SAO PAULO/SP\n", "### Periodo em meses." ], "metadata": { "id": "DG7njr5xsvan" } }, { "cell_type": "code", "source": [ "# Criando dataframe com os períodos futuros para as previsões\n", "st_futuro = modelo.make_future_dataframe(\n", " periods= 3,\n", " freq = 'm', # day', 'week', 'month', 'quarter', 'year', 1(1 sec), 60(1 minute) or 3600(1 hour).\n", " include_history = True\n", ")\n", "#\n", "# Realizando as previsões\n", "previsao_Prophet = modelo.predict(st_futuro)\n", "#\n", "# Fazendo grafico da previsao\n", "grafico_previsao_Prophet = modelo.plot(previsao_Prophet)\n", "grafico_previsao_Prophet.show()\n", "plt.title(\"\\n\\nPrevisão da Emissão de Bilhetes com Destino a SAO PAULO\\nAntes da Pandemia em 2020\");\n", "plt.savefig(\"prophetplot1.png\",bbox_inches='tight')\n", "plt.ylabel(\"y (total bilhetes)\")\n", "plt.xlabel(\"ds(data)\")\n", "#\n", "print('\\033[1m',\"\\n\\n\\tPredictions:\\n\\t_ y(future value)\\n\\t_ Trend\\n\\t_ Weakly\\n\")\n", "fig = modelo.plot_components(previsao_Prophet)\n", "fig.savefig(\"prophetplot2.png\",bbox_inches='tight');" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "HwhsbSRdSMGv", "outputId": "e8c91a43-2239-4ef7-9580-df3efc1881e2" }, "execution_count": 99, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "\u001b[1m \n", "\n", "\tPredictions:\n", "\t_ y(future value)\n", "\t_ Trend\n", "\t_ Weakly\n", "\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" 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\n" 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"ANAPOLIS/GO", "SOROCABA/SP", "POUSO ALEGRE/MG", "BLUMENAU/SC", "GOVERNADOR VALADARES/MG", "CAMPINA GRANDE/PB", "CAMPOS DOS GOYTACAZES/RJ", "ROLADOR/RS", "GRAVATAI/RS", "PETROPOLIS/RJ", "ITAJUBA/MG", "ITUIUTABA/MG", "EUNAPOLIS/BA", "ITAPERUNA/RJ", "GUARAPARI/ES", "PICOS/PI", "PARANAIBA/MS", "CAPAO DO CIPO/RS", "RESENDE/RJ", "VOLTA REDONDA/RJ", "CARUARU/PE", "OURINHOS/SP", "JUAZEIRO DO NORTE/CE", "PEDRO CANARIO/ES", "VILA VELHA/ES", "SANTA VITORIA/MG", "PEDRAS ALTAS/RS", "TEOFILO OTONI/MG", "FEIRA DE SANTANA/BA", "IBATIBA/ES", "ITABUNA/BA", "PORTO SEGURO/BA", "MONTES CLAROS/MG", "CABO FRIO/RJ", "ITAPEMA/SC", "BATAGUASSU/MS", "BAURU/SP", "PASSOS/MG", "BELEM/PA", "CAXIAS DO SUL/RS", "PARATI/RJ", "IMPERATRIZ/MA", "ARACATUBA/SP", "APARECIDA/SP", "PAULO AFONSO/BA", "CALDAS NOVAS/GO", "LINHARES/ES", "SANTA MARIA/RS", "PARAISOPOLIS/MG", "JARAGUA DO SUL/SC", "LAJINHA/MG", "LAGES/SC", "IPATINGA/MG", "CAMBARA/PR", "ITAMARAJU/BA", "ITUMBIARA/GO", "CRICIUMA/SC", "NANUQUE/MG", "PARNAIBA/PI", "SINOP/MT", "MOSSORO/RN", "CAXIAS/MA", "ALEXANIA/GO", "NOVA IGUACU/RJ", "MARILIA/SP", "MAFRA/SC", "SOBRAL/CE", "ASSIS/SP", "RONDONOPOLIS/MT", "CATALAO/GO", "PONTA GROSSA/PR", "BARRETOS/SP", "VICOSA/MG", "SAO BERNARDO DO CAMPO/SP", "COLATINA/ES", "ITAPOA/SC", "DOURADOS/MS", "CACHOEIRO DE ITAPEMIRIM/ES", "SERRA NOVA DOURADA/MT", "ILHEUS/BA", "PATOS DE MINAS/MG", "UMUARAMA/PR", "ARARAQUARA/SP", "PIRACICABA/SP", "ANDRE DA ROCHA/RS", "GUAIRA/PR", "SAO LOURENCO/MG", "NOVO PROGRESSO/PA", "IPORA/GO", "SAO LEOPOLDO/RS", "BARRA MANSA/RJ", "SAO SEBASTIAO DO PARAISO/MG", "TRES LAGOAS/MS", "PATOS/PB", "MANAUS/AM", "PALMAS/TO", "TAUBATE/SP", "SANTO ANDRE/SP", "TUBARAO/SC", "CARATINGA/MG", "PATO BRANCO/PR", "BOLIVIA/BOL", "ANGRA DOS REIS/RJ", "SAO SIMAO/GO", "AIMORES/MG", "MURIAE/MG", "FRANCA/SP", "MOCOCA/SP", "RIO VERDE/GO", "MANHUACU/MG", "BOZANO/RS", "ARAPIRACA/AL", "PASSO FUNDO/RS", "UBA/MG", "ERECHIM/RS", "NONOAI/RS", "TIJUCAS/SC", "CAXAMBU/MG", "SAO FRANCISCO DO SUL/SC", "OSASCO/SP", "ARAGUARI/MG", "CRATO/CE", "JUNDIAI/SP", "CAJAZEIRAS/PB", "BALNEARIO PICARRAS/SC", "PARACATU/MG", "BOA VISTA/RR", "GARRUCHOS/RS", "BARBACENA/MG", "GARANHUNS/PE", "PRESIDENTE EPITACIO/SP", "PATROCINIO/MG", "JATAI/GO", "BARREIRAS/BA", "ARAXA/MG", "TIANGUA/CE", "CONCORDIA/SC", "CAMPO MOURAO/PR", "PORTO UNIAO/SC", "JEQUIE/BA", "PONTE NOVA/MG", "BANDEIRANTES/PR", "RIO DO SUL/SC", "CORNELIO PROCOPIO/PR", "ARARANGUA/SC", "SAO JERONIMO/RS", "IMBITUBA/SC", "PIRANHAS/GO", "PENAPOLIS/SP", "XANXERE/SC", "LAGOA SANTA/GO", "NOVA VENECIA/ES", "LORENA/SP", "PERITORO/MA", "ARAGUAINA/TO", "BETIM/MG", "BOM JESUS DA LAPA/BA", "GUAXUPE/MG", "GUARULHOS/SP", "SERRA/ES", "IGUATU/CE", "APUCARANA/PR", "JOACABA/SC", "ARAGARCAS/GO", "APARECIDA DO TABOADO/MS", "GAROPABA/SC", "LUIS EDUARDO MAGALHAES/BA", "SANTA INES/MA", "GARUVA/SC", "REALEZA/PR", "GUARANTA DO NORTE/MT", "PIUMA/ES", "FLORIANO/PI", "TIMON/MA", "PINHEIRO MACHADO/RS", "CENTRALINA/MG", "GUANAMBI/BA", "CRISTALINA/GO", "TOLEDO/PR", "SOUSA/PB", "MONTANHA/ES", "ALFENAS/MG", "SAO GABRIEL DA PALHA/ES", "MUNDO NOVO/MS", "ESPINOSA/MG", "BOM JARDIM DE GOIAS/GO", "TOMBOS/MG", "AMERICANA/SP", "VALENCA/RJ", "SANTA FE DO SUL/SP", "FRUTAL/MG", "CRUZEIRO DA FORTALEZA/MG", "MACAE/RJ", "ANDRADINA/SP", "CIANORTE/PR", "DUQUE DE CAXIAS/RJ", "JUAZEIRO/BA", "FRANCISCO BELTRAO/PR", "JOAO NEIVA/ES", "OEIRAS/PI", "ALMENARA/MG", "SANTAREM/PA", "SAO CARLOS/SP", "PARAGUAI/PRY", "CANOINHAS/SC", "SAO MIGUEL D'OESTE/SC", "JAU/SP", "GUARATINGUETA/SP", "POMBAL/PB", "BARRA VELHA/SC", "JOAO MONLEVADE/MG", "FORMOSA/GO", "ARCOVERDE/PE", "LEOPOLDINA/MG", "VENDA NOVA DO IMIGRANTE/ES", "PARANAVAI/PR", "GUARAPUAVA/PR", "TIMOTEO/MG", "SENHOR DO BONFIM/BA", "NOVO HAMBURGO/RS", "GURUPI/TO", "ALEM PARAIBA/MG", "BRUSQUE/SC", "BORA/SP", "CARANGOLA/MG", "TRES CORACOES/MG", "PIQUETE/SP", "CONCEICAO DA BARRA/ES", "ITAITUBA/PA", "SALGUEIRO/PE", "MANTENA/MG", "CAPIM GROSSO/BA", "DIAMANTINA/MG", "NOVA ALVORADA DO SUL/MS", "SOMBRIO/SC", "SAO CAETANO DO SUL/SP", "PRADO/BA", "ARENOPOLIS/GO", "BACABAL/MA", "OURO PRETO/MG", "PALMEIRA DOS INDIOS/AL", "MONTE SANTO DE MINAS/MG", "PIRIPIRI/PI", "PINHEIROS/ES", "LOANDA/PR", "CARAZINHO/RS", "MINAS NOVAS/MG", "LINS/SP", "MUCURI/BA", "CACEQUI/RS", "ARACUAI/MG", "VALENCA/BA", "SORRISO/MT", "CATAGUASES/MG", "ITANHANDU/MG", "PADRE PARAISO/MG", "PIRAPORA/MG", "BOMBINHAS/SC", "NOVA VICOSA/BA", "BOM JESUS DO NORTE/ES", "ANDRADAS/MG", "NOVA FRIBURGO/RJ", "PERUIBE/SP", "RESPLENDOR/MG", "MEDINA/MG", "MEDEIROS NETO/BA", "MIRACEMA/RJ", "SETE LAGOAS/MG", "CAMOCIM/CE", "BAIXO GUANDU/ES", "PORTO VELHO/RO", "MARATAIZES/ES", "LUCAS DO RIO VERDE/MT", "SANTO ANTONIO DA PLATINA/PR", "SAPUCAIA/RJ", "CAMACAN/BA", "GUANHAES/MG", "CODO/MA", "DIONISIO CERQUEIRA/SC", "CAMPO VERDE/MT", "CACADOR/SC", "MONTE ALEGRE DE MINAS/MG", "ACAILANDIA/MA", "CONSELHEIRO PENA/MG", "ROLANDIA/PR", "JANAUBA/MG", "UBATA/BA", "JANDAIA DO SUL/PR", "SANTANA/BA", "SANTA CRUZ DO SUL/RS", "JANUARIA/MG", "PRIMAVERA DO LESTE/MT", "TORIXOREU/MT", "SANTA RITA DO SAPUCAI/MG", "BRASOPOLIS/MG", "LAJEADO/RS", "TAUA/CE", "JACAREZINHO/PR", "CLEVELANDIA/PR", "SEABRA/BA", "ALAGOINHAS/BA", "OSORIO/RS", "SAO JOSE DO CALCADO/ES", "PORECATU/PR", "SERRA TALHADA/PE", "TAPIRATIBA/SP", "MARABA/PA", "MINEIROS/GO", "TABOCAS DO BREJO VELHO/BA", "ABELARDO LUZ/SC", "VIRGEM DA LAPA/MG", "NAVIRAI/MS", "BOA ESPERANCA/ES", "NOVA ANDRADINA/MS", "ALEGRETE/RS", "VISCONDE DO RIO BRANCO/MG", "SANTA ROSA/RS", "CURVELO/MG", "MONTE CARMELO/MG", "ANCHIETA/ES", "MANHUMIRIM/MG", "TRES RIOS/RJ", "SALTO DA DIVISA/MG", "CONSELHEIRO LAFAIETE/MG", "OURO FINO/MG", "BENTO GONCALVES/RS", "CHAPADINHA/MA", "FLORINEA/SP", "CARMO DO PARANAIBA/MG", "LAVRAS/MG", "CAMPO BELO/MG", "NOVA ESPERANCA/PR", "VILHENA/RO", "RIO CLARO/SP", "SAO GOTARDO/MG", "NAVEGANTES/SC", "VIDEIRA/SC", "MEDIANEIRA/PR", "SALINAS/MG", "UBAITABA/BA", "ALCOBACA/BA", "ESPIRITO SANTO DO PINHAL/SP", "SAO FELIX DO ARAGUAIA/MT", "BOM JESUS DE GOIAS/GO", "PAPANDUVA/SC", "PASSA QUATRO/MG", "CACHOEIRA DE MINAS/MG", "COMENDADOR LEVY GASPARIAN/RJ", "ARAPONGAS/PR", "PENEDO/AL", "CAPANEMA/PA", "SANTA RITA DO ARAGUAIA/GO", "ITAU DE MINAS/MG", "CANAPOLIS/MG", "POSSE/GO", "FREDERICO WESTPHALEN/RS", "SAO BERNARDO/MA", "CLEMENTINA/SP", "SAO VICENTE DO SUL/RS", "MARACACUME/MA", "MOJI-MIRIM/SP", "UNIAO DA VITORIA/PR", "TERESOPOLIS/RJ", "ITAOBIM/MG", "JACUTINGA/MG", "PONTA PORA/MS", "ESTREITO/MA", "CRUZILIA/MG", "SANTANA DO ARAGUAIA/PA", "COLORADO/PR", "DELMIRO GOUVEIA/AL", "PORTO FRANCO/MA", "ITAGIMIRIM/BA", "SANTO ANGELO/RS", "CANDIDO SALES/BA", "CACERES/MT", "LAGARTO/SE", "MARAVILHA/SC", "IBICARAI/BA", "CORONEL FABRICIANO/MG", "PITANGA/PR", "CACU/GO", "WENCESLAU BRAZ/PR", "FREI INOCENCIO/MG", "SAO LUIZ GONZAGA/RS", "CAMPOS SALES/CE", "MORRO GRANDE/SC", "ITAPORANGA/SP", "CORUMBA/MS", "VACARIA/RS", "VARGINHA/MG", "TRES PONTAS/MG", "ARARIPINA/PE", "ITAPETINGA/BA", "PIACATU/SP", "AGUA BOA/MT", "PIUMHI/MG", "ITAMARATI/AM", "CAMPO DO TENENTE/PR", "CORUMBAIBA/GO", "SANTO ANTONIO DE PADUA/RJ", "CORRENTINA/BA", "JALES/SP", "BOCAIUVA/MG", "PONTES E LACERDA/MT", "GUACUI/ES", "MARECHAL CANDIDO RONDON/PR", "ARAGUACU/TO", "IJUI/RS", "RIO GRANDE/RS", "ERVAL GRANDE/RS", "ANDIRA/PR", "ABADIANIA/GO", "IRAI/RS", "ITAPETININGA/SP", "PRATA/MG", "IACIARA/GO", "ALVORADA DO NORTE/GO", "OURICURI/PE", "DIVISA ALEGRE/MG", "RIO DAS FLORES/RJ", "PAULISTANA/PI", "SAO LOURENCO DO OESTE/SC", "ITAJA/GO", "SANTANA DO IPANEMA/AL", "SANTO ANTONIO DO JARDIM/SP", "FARROUPILHA/RS", "PARAISO DO TOCANTINS/TO", "LIMEIRA/SP", "SANTO INACIO/PR", "BARRA DO PIRAI/RJ", "CURITIBANOS/SC", "POCOES/BA", "RIACHO DE SANTANA/BA", "FORMIGA/MG", "URANDI/BA", "ANDRELANDIA/MG", "SAO RAIMUNDO NONATO/PI", "COXIM/MS", "GUAIRA/SP", "SAO GABRIEL DO OESTE/MS", "PALMITOS/SC", "SANTA HELENA DE GOIAS/GO", "ITAPORANGA D'AJUDA/SE", "GUARAMIRIM/SC", "SAO FRANCISCO/MG", "TOBIAS BARRETO/SE", "ALTO GARCAS/MT", "TORRES/RS", "PEDRO OSORIO/RS", "CAPITOLIO/MG", "FORQUETINHA/RS", "JI-PARANA/RO", "SANTANA DO ITARARE/PR", "ARIQUEMES/RO", "NANTES/SP", "MARIBONDO/AL", "ALTO BOA VISTA/MT", "FRONTEIRA/MG", "CASSILANDIA/MS", "ILHA SOLTEIRA/SP", "SAO SEBASTIAO/SP", "JEQUITINHONHA/MG", "FERNANDOPOLIS/SP", "ARACRUZ/ES", "MIRANDA DO NORTE/MA", "INDAIAL/SC", "COMODORO/MT", "PALMA SOLA/SC", "EUCLIDES DA CUNHA/BA", "RIO POMBA/MG", "SARANDI/RS", "MILAGRES/CE", "PIMENTA BUENO/RO", "CHAPADAO DO SUL/MS", "RIBEIRA DO POMBAL/BA", "RIO NEGRO/PR", "SAO JOAO EVANGELISTA/MG", "PIRASSUNUNGA/SP", "MONDAI/SC", "PEDRA BRANCA DO AMAPARI/AP", "REMANSO/BA", "EUGENOPOLIS/MG", "CAMPOS BELOS/GO", "ALTO PARAISO DE GOIAS/GO", "CARLOPOLIS/PR", "CAMPO MAIOR/PI", "CENTENARIO/RS", "SANTO ANTONIO DE JESUS/BA", "SAO JOSE DO CERRITO/SC", "PRESIDENTE VENCESLAU/SP", "ITABAIANA/PB", "ICO/CE", "VASSOURAS/RJ", "BARRA DE SAO FRANCISCO/ES", "LAGUNA/SC", "DIVINOPOLIS/MG", "PELOTAS/RS", "IPAMERI/GO", "GUAJARA/AM", "EXU/PE", "IGARAPAVA/SP", "SAO JOAO DEL REI/MG", "SANTA MARIA DA VITORIA/BA", "DIAMANTE DO NORTE/PR", "LAMBARI/MG", "SAO PAULO DE OLIVENCA/AM", "ESPERA FELIZ/MG", "RIBEIRAO CASCALHEIRA/MT", "PALOTINA/PR", "IVAIPORA/PR", "SONORA/MS", "CRATEUS/CE", "CHUI/RS", "CASTANHAL/PA", "ITU/SP", "CORRENTE/PI", "PATROCINIO DO MURIAE/MG", "JACOBINA/BA", "ITAUEIRA/PI", "PIRAJU/SP", "TAPIRA/PR", "ARCEBURGO/MG", "PASSO DO SOBRADO/RS", "NOVA OLINDA DO MARANHAO/MA", "OSVALDO CRUZ/SP", "URUGUAIANA/RS", "UBATUBA/SP", "GOIANA/PE", "CONTAGEM/MG", "XAXIM/SC", "ITAGUARA/MG", "NOVA MUTUM/MT", "GALILEIA/MG", "ITANHAEM/SP", "PRACUUBA/AP", "ITATIAIA/RJ", "ARROIO DO PADRE/RS", "NOVA LONDRINA/PR", "BOA ESPERANCA/MG", "ESTRELA/RS", "ITURAMA/MG", "SAO MATEUS DO MARANHAO/MA", "PALMAS/PR", "NOVA XAVANTINA/MT", "CRUZEIRO/SP", "BOA VISTA DAS MISSOES/RS", "SANTA CECILIA/SC", "JANGADA/MT", "CRUZ DAS ALMAS/BA", "TAIOBEIRAS/MG", "ROSANA/SP", "NOVA AURORA/PR", "PAU DOS FERROS/RN", "ARGENTINA/ARG", "ITABIRA/MG", "BENJAMIN CONSTANT/AM", "SANTA QUITERIA DO MARANHAO/MA", "BOM JESUS DO ARAGUAIA/MT", "BREJO SANTO/CE", "JAGUARI/RS", "TUPI PAULISTA/SP", "ALTO ARAGUAIA/MT", "POMERODE/SC", "CRUZEIRO DO OESTE/PR", "CATOLE DO ROCHA/PB", "MONTALVANIA/MG", "IBAITI/PR", "TUPANDI/RS", "ACU/RN", "ITABAIANA/SE", "ITORORO/BA", "IBOTIRAMA/BA", "AMPERE/PR", "MANCIO LIMA/AC", "ARCOS/MG", "SAO JOAO BATISTA DO GLORIA/MG", "TONANTINS/AM", "TIMBO/SC", "MORRINHOS/GO", "GURINHATA/MG", "CAMPOS NOVOS/SC", "MAGE/RJ", "GUARAI/TO", "SAO DOMINGOS/GO", "LUZIANIA/GO", "SERRINHA/BA", "CANARANA/MT", "AGUA COMPRIDA/MG", "SATUBINHA/MA", "CAICO/RN", "MATO QUEIMADO/RS", "ICONHA/ES", "FLORESTA/PE", "BREJO/MA", "CONFRESA/MT", "CORONEL PILAR/RS", "PARANAGUA/PR", "CAMBUQUIRA/MG", "ZORTEA/SC", "SAO JOSE DAS MISSOES/RS", "BOA VISTA DO CADEADO/RS", "VOTUPORANGA/SP", "BURITICUPU/MA", "ARRAIAS/TO", "QUELUZ/SP", "HUMAITA/AM", "VILA NOVA DO PIAUI/PI", "CRUZ ALTA/RS", "ZE DOCA/MA", "BRASILIA DE MINAS/MG", "TURMALINA/MG", "BARRACAO/PR", "LICINIO DE ALMEIDA/BA", "CACOAL/RO", "GARIBALDI/RS", "SAO JOSE DO CEDRO/SC", "SANTO ANTONIO DO SUDOESTE/PR", "CORREIA PINTO/SC", "SAGRADA FAMILIA/RS", "LAGOA BONITA DO SUL/RS", "PALMARES/PE", "AGUAS DA PRATA/SP", "CAMACARI/BA", "DIANOPOLIS/TO", "BORDA DA MATA/MG", "BARRO/CE", "GANDU/BA", "MONTE CASTELO/SC", "SANTA ROSA DO SUL/SC", "CAPELINHA/MG", "CARAGUATATUBA/SP", "PROPRIA/SE", "PRATINHA/MG", "MONTE SANTO/BA", "ESTRELA DO NORTE/SP", "ASSIS CHATEAUBRIAND/PR", "ALTINOPOLIS/SP", "BARRACAO/RS", "LIBERATO SALZANO/RS", "SAO JOAO DA BOA VISTA/SP", "ALTO BELA VISTA/SC", "JABOTICABAL/SP", "PORANGATU/GO", "SAO DOMINGOS DO AZEITAO/MA", "ARACI/BA", "SAO FRANCISCO DE ASSIS/RS", "SAO DOMINGOS DO NORTE/ES", "ESTANCIA/SE", "UIRAUNA/PB", "SANTO ESTEVAO/BA", "PEDRA AZUL/MG", "PARAGOMINAS/PA", "LUZ/MG", "COLINAS DO TOCANTINS/TO", "TUCANO/BA", "QUERENCIA/MT", "DELFIM MOREIRA/MG", "BURITI DOS LOPES/PI", "MARIANA/MG", "SAO VICENTE/SP", "GOIATUBA/GO", "AUREA/RS", "MONTENEGRO/RS", "RAUL SOARES/MG", "MIRAI/MG", "LUTECIA/SP", "CONCEICAO DO RIO VERDE/MG", "CAMPANHA/MG", "RIO CASCA/MG", "REDENCAO/PA", "BARRA FUNDA/RS", "SANTA MARIA DO PARA/PA", "IUNA/ES", "BIRIGUI/SP", "JACIARA/MT", "TAGUATINGA/TO", "TRAIRAO/PA", "TEODORO SAMPAIO/SP", "CARLOS CHAGAS/MG", "APARECIDA DE GOIANIA/GO", "FRAIBURGO/SC", "AGUIA BRANCA/ES", "GOIOERE/PR", "WESTFALIA/RS", "MARACAJU/MS", "GUARANESIA/MG", "DIVINOPOLIS DE GOIAS/GO", "ITAPECURU MIRIM/MA", "VARZEA DA PALMA/MG", "PRUDENTOPOLIS/PR", "IRECE/BA", "MACHADO/MG", "ALTO ALEGRE DO MARANHAO/MA", "EIRUNEPE/AM", "PIRAUBA/MG", "CHAVAL/CE", "PINHAL DA SERRA/RS", "ARATIBA/RS", "SAO JOAO DO SUL/SC", "CURVELANDIA/MT", "CUSTODIA/PE", "ASTORGA/PR", "CACHOEIRA PAULISTA/SP", "SERRA DOS AIMORES/MG", "PARANACITY/PR", "SAO JOAO NEPOMUCENO/MG", "URUACU/GO", "ALEGRE/ES", "MISSAO VELHA/CE", "VENANCIO AIRES/RS", "MOGI DAS CRUZES/SP", "SAO JOAO DO PARAISO/MG", "MINAS DO LEAO/RS", "TERRA RICA/PR", "CAIBI/SC", "SANTOS DUMONT/MG", "ATIBAIA/SP", "NILOPOLIS/RJ", "PINDAI/BA", "LAGOA DA PRATA/MG", "RORAINOPOLIS/RR", "TUPA/SP", "PORTO WALTER/AC", "LAGOA FORMOSA/MG", "TRES DE MAIO/RS", "PARAPUA/SP", "TANGARA DA SERRA/MT", "BAMBUI/MG", "CASSIA/MG", "CAPITAO LEONIDAS MARQUES/PR", "SIDROLANDIA/MS", "SANTA LUZIA/PB", "ATILIO VIVACQUA/ES", "COSTA RICA/MS", "LARANJEIRAS DO SUL/PR", "JARU/RO", "ARACATI/CE", "MARTINS SOARES/MG", "ESPLANADA/BA", "JAICOS/PI", "SAO JOSE DO OURO/RS", "MONTE BELO/MG", "SANTO ANTONIO DA ALEGRIA/SP", "TIMBIRAS/MA", "PORCIUNCULA/RJ", "IBIRAMA/SC", "VILA RICA/MT", "MARMELEIRO/PR", "TABATINGA/AM", "PERDOES/MG", "CAMPOS DO JORDAO/SP", "ITAPAGE/CE", "SAO JOSE DO SUL/RS", "CORINTO/MG", "PANAMBI/RS", "RIO VERDE DE MATO GROSSO/MS", "BOM JESUS DO ITABAPOANA/RJ", "GETULIO VARGAS/RS", "CURRAIS NOVOS/RN", "CAPAO ALTO/SC", "IBIA/MG", "RIBEIRAO CLARO/PR", "SANTA RITA DE CASSIA/BA", "MIRANORTE/TO", "XINGUARA/PA", "INHAPIM/MG", "PIRES DO RIO/GO", "CASTELO/ES", "UBIRATA/PR", "ACAUA/PI", "ITAMOGI/MG", "PRAIA GRANDE/SP", "PARANAIGUARA/GO", "TRES PASSOS/RS", "JACARACI/BA", "RANCHARIA/SP", "PORTEIRINHA/MG", "JOAQUIM TAVORA/PR", "MIGUEL CALMON/BA", "RIO NOVO/MG", "CATANDUVA/SP", "CUNHA PORA/SC", "ITAPOLIS/SP", "SANTA MARIA DO SUACUI/MG", "SAO DESIDERIO/BA", "AMAJARI/RR", "QUEIMADAS/BA", "MIRASSOL D'OESTE/MT", "RIO BRILHANTE/MS", "SERTAOZINHO/SP", "BRACO DO NORTE/SC", "SAO MIGUEL DOS CAMPOS/AL", "COMBINADO/TO", "PORTO NACIONAL/TO", "LAJEDO/PE", "SANTA RITA/MA", "XANGRI-LA/RS", "INHAMBUPE/BA", "OURO BRANCO/MG", "ITAPIRA/SP", "TRINDADE/GO", "PEIXOTO DE AZEVEDO/MT", "VARGEM GRANDE/MA", "PINHALZINHO/SC", "EXTREMA/MG", "ITAPEVA/SP", "BARROQUINHA/CE", "MUZAMBINHO/MG", "ARARIPE/CE", "AFRANIO/PE", "PIRACURUCA/PI", "PATOS DO PIAUI/PI", "OURO PRETO DO OESTE/RO", "JEREMOABO/BA", "MARZAGAO/GO", "TAQUARITINGA/SP", "BRAGANCA PAULISTA/SP", "ITABERABA/BA", "BICAS/MG", "GUAPIRAMA/PR", "CAPAO DO LEAO/RS", "ALECRIM/RS", "CUBATAO/SP", "BOM DESPACHO/MG", "PARAIBA DO SUL/RJ", "QUIXADA/CE", "VALENCA DO PIAUI/PI", "PALMEIRA DAS MISSOES/RS", "CANSANCAO/BA", "MIRASSOLANDIA/SP", "PONTE ALTA DO BOM JESUS/TO", "UNIAO DOS PALMARES/AL", "OLIMPIA/SP", "GOVERNADOR LINDENBERG/ES", "RIO NEGRINHO/SC", "RUROPOLIS/PA", "ANAPURUS/MA", "TRINDADE DO SUL/RS", "ALTAMIRA/PA", "IBIMIRIM/PE", "SOLEDADE/PB", "PIRACANJUBA/GO", "CAMPOS GERAIS/MG", "ITUVERAVA/SP", "EUCLIDES DA CUNHA PAULISTA/SP", "MASSARANDUBA/SC", "BRUMADO/BA", "SAO MATEUS DO SUL/PR", "NOVA ERECHIM/SC", "MANOEL VIANA/RS", "CRISTOPOLIS/BA", "RONDA ALTA/RS", "BUENOPOLIS/MG", "MONTE ALEGRE DE GOIAS/GO", "HERVAL/RS", "JOAO PINHEIRO/MG", "SAO JOAO DOS PATOS/MA", "SAO LOURENCO DO PIAUI/PI", "IPIXUNA/AM", "PIRANGUINHO/MG", "BELO JARDIM/PE", "SAO JOSE DO RIO PARDO/SP", "SAO JOSE DA BARRA/MG", "BREJINHO DE NAZARE/TO", "CACHOEIRA DO SUL/RS", "COCAL DO SUL/SC", "SANTANA DO LIVRAMENTO/RS", "SERTANOPOLIS/PR", "PALHOCA/SC", "CAMPO DO MEIO/MG", "GUARUJA DO SUL/SC", "MONTEIRO/PB", "GUAIRACA/PR", "ENGENHEIRO BELTRAO/PR", "SANTA LUZIA/MA", "SAO JOSE DOS QUATRO MARCOS/MT", "CARMO DO RIO CLARO/MG", "MOGI-GUACU/SP", "MANDAGUARI/PR", "QUILOMBO/SC", "AURORA DO TOCANTINS/TO", "MIGUELOPOLIS/SP", "TRINDADE/PE", "ITAUBA/MT", "JESUITAS/PR", "AMARANTE/PI", "PINDAMONHANGABA/SP", "PARAGUACU PAULISTA/SP", "ELDORADO/MS", "MASCOTE/BA", "SANTANA DA VARGEM/MG", "ACEGUA/RS", "SAO JOAO DO PIAUI/PI", "BRASILANDIA/MS", "PARATINGA/BA", "CERRITO/RS", "REGISTRO/SP", "PONTO BELO/ES", "DRACENA/SP", "HULHA NEGRA/RS", "ITAUNA DO SUL/PR", "SAO JOAO D'ALIANCA/GO", "CAPANEMA/PR", "GUARACIABA/SC", "IGREJA NOVA/AL", "CACAPAVA/SP", "IRAPURU/SP", "MORRO REDONDO/RS", "PIRAPOZINHO/SP", "SANTOPOLIS DO AGUAPEI/SP", "CONGONHAS/MG", "MATO VERDE/MG", "BOM JESUS/SC", "TENENTE PORTELA/RS", "CAETITE/BA", "CARAUBAS/RN", "AGUAS DE CHAPECO/SC", "QUIPAPA/PE", "JUNQUEIROPOLIS/SP", "ACOPIARA/CE", "SANTO ANASTACIO/SP", "TERRA NOVA DO NORTE/MT", "CONCEICAO DA APARECIDA/MG", "MARECHAL FLORIANO/ES", "IVINHEMA/MS", "SAO VALENTIM/RS", "PONTE SERRADA/SC", "IRANI/SC", "FREI ROGERIO/SC", "TAIO/SC", "SENA MADUREIRA/AC", "TRES MARIAS/MG", "BAGE/RS", "VARZEA GRANDE/MT", "PEROLA D'OESTE/PR", "SANTA MARIA DA BOA VISTA/PE", "CARACARAI/RR", "OLHO-D'AGUA DO BORGES/RN", "JARAGUA/GO", "RECREIO/MG", "GUARANI/MG", "SALDANHA MARINHO/RS", "CAPETINGA/MG", "SACRAMENTO/MG", "XIQUE-XIQUE/BA", "QUATRO IRMAOS/RS", "CONCEICAO DO COITE/BA", "PESQUEIRA/PE", "ENTRE RIOS DE MINAS/MG", "CAPAO BONITO DO SUL/RS", "RIO NOVO DO SUL/ES", "CAPIVARI DE BAIXO/SC", "CAMPANARIO/MG", "ALTO PARANA/PR", "BOA VIAGEM/CE", "JAGUARIBE/CE", "CABROBO/PE", "JOSE BONIFACIO/SP", "CAMBE/PR", "RIO DAS OSTRAS/RJ", "CONCEICAO DO CASTELO/ES", "ALTEROSA/MG", "ELDORADO DOS CARAJAS/PA", "TAQUARITUBA/SP", "ITAGUAI/RJ", "RIALMA/GO", "JUSCIMEIRA/MT", "TAQUARA/RS", "JULIO DE CASTILHOS/RS", "PRATAPOLIS/MG", "MONTE AZUL/MG", "IPU/CE", "SANTA IZABEL DO OESTE/PR", "MIRABELA/MG", "MANDAGUACU/PR", "DOIS VIZINHOS/PR", "AREADO/MG", "IEPE/SP", "PASTOS BONS/MA", "IPORA/PR", "MATIAS BARBOSA/MG", "IRETAMA/PR", "NOVA PRATA/RS", "PRESIDENTE MEDICI/RO", "FORMOSA DO OESTE/PR", "IBIRACU/ES", "FORMOSA DO RIO PRETO/BA", "GASPAR/SC", "PEABIRU/PR", "JACOBINA DO PIAUI/PI", "SAO CRISTOVAO DO SUL/SC", "BODOCO/PE", "SAO JOAO DO CAIUA/PR", "MILAGRES/BA", "SENADOR GUIOMARD/AC", "SAO MIGUEL DO GUAMA/PA", "MATUPA/MT", "IPIRA/BA", "FAXINAL DOS GUEDES/SC", "ELOI MENDES/MG", "BARAO DE COTEGIPE/RS", "AGUA BOA/MG", "MARIOPOLIS/PR", "ITARUMA/GO", "JANIOPOLIS/PR", "JAGUAPITA/PR", "SAO MIGUEL DO ARAGUAIA/GO", "CAMPESTRE/MG", "SAO MARTINHO/RS", "BOTUCATU/SP", "TRAMANDAI/RS", "PLANALTO/PR", "PARNAMIRIM/PE", "QUINZE DE NOVEMBRO/RS", "SANTO ANTONIO DO CAIUA/PR", "SAO BENEDITO/CE", "LARANJAL/MG", "SAO MIGUEL DO IGUACU/PR", "ALTO TAQUARI/MT", "NOVA SERRANA/MG", "PARAGUACU/MG", "SOLEDADE/RS", "ARAPUTANGA/MT", "HERCULANDIA/SP", "RIFAINA/SP", "MARIALVA/PR", "TERESINA DE GOIAS/GO", "VICOSA DO CEARA/CE", "CAICARA/RS", "RUSSAS/CE", "FLORESTOPOLIS/PR", "MAE DO RIO/PA", "MOMBACA/CE", "ITARARE/SP", "CANINDE/CE", "MARCELINO RAMOS/RS", "SAO BENTO DO SUL/SC", "ANANINDEUA/PA", "LEBON REGIS/SC", "BREJO DO CRUZ/PB", "CHILE/CHL", "DIVINO/MG", "CATANDUVAS/SC", "BOM SUCESSO/MG", "CANHOTINHO/PE", "PETROLANDIA/PE", "CASA BRANCA/SP", "TARUMA/SP", "TEUTONIA/RS", "CANTA/RR", "ITINGA DO MARANHAO/MA", "PALMA/MG", "JAGUARIAIVA/PR", "FRANCISCO SA/MG", "RIACHAO DAS NEVES/BA", "SAO JOAQUIM/SC", "INHUMA/PI", "SIQUEIRA CAMPOS/PR", "JATI/CE", "TUCUMA/PA", "CAMPINA DA LAGOA/PR", "NEPOMUCENO/MG", "HORIZONTINA/RS", "FATIMA/TO", "ANASTACIO/MS", "PIRATUBA/SC", "PONTE ALTA/SC", "MAMANGUAPE/PB", "SAO CARLOS/SC", "BARBALHA/CE", "PEDREGULHO/SP", "TIMBO GRANDE/SC", "TANGARA/SC", "CHAPADAO DO CEU/GO", "TRES PALMEIRAS/RS", "CARANDAI/MG", "AGUA DOCE DO MARANHAO/MA", "ADAMANTINA/SP", "INGA/PB", "IBIRAPUITA/RS", "MARCOLANDIA/PI", "SAO JOAO DA BALIZA/RR", "NOVA RUSSAS/CE", "MARAU/RS", "GIRUA/RS", "CHAVANTES/SP", "ARARAS/SP", "CASA NOVA/BA", "SAPIRANGA/RS", "DOM ELISEU/PA", "CRISTALANDIA DO PIAUI/PI", "ITABELA/BA", "NAZARIO/GO", "POCO FUNDO/MG", "NOVA CANTU/PR", "TREZE DE MAIO/SC", "ITAQUIRAI/MS", "CAPIXABA/AC", "ARAMBARE/RS", "MUCURICI/ES", "CASTRO/PR", "ARAUCARIA/PR", "NOVA BOA VISTA/RS", "ARAMINA/SP", "JATAIZINHO/PR", "LINDOESTE/PR", "JARDIM DE PIRANHAS/RN", "SERTANEJA/PR", "JERICO/PB", "ALTOS/PI", "PORTO ALEGRE DO NORTE/MT", "SENGES/PR", "VOLTA GRANDE/MG", "NOBRES/MT", "PARANHOS/MS", "NOVO ALEGRE/TO", "CANUDOS DO VALE/RS", "JABORA/SC", "ARAQUARI/SC", "IMBE/RS", "SUME/PB", "AGUIARNOPOLIS/TO", "CHOPINZINHO/PR", "GRAVATA/PE", "BATATAIS/SP", "SAO FIDELIS/RJ", "CARMO DA CACHOEIRA/MG", "BOM JESUS DAS SELVAS/MA", "SANTO ANTONIO DO ICA/AM", "BOA VISTA DO GURUPI/MA", "BARRA DO BUGRES/MT", "CASCALHO RICO/MG", "ELESBAO VELOSO/PI", "QUIXERAMOBIM/CE", "POMPEU/MG", "NOVA LACERDA/MT", "SANTA RITA DO TRIVELATO/MT", "PORTO FERREIRA/SP", "ALMIRANTE TAMANDARE DO SUL/RS", "GRAMADO/RS", "BEZERROS/PE", "RIACHAO DO JACUIPE/BA", "ANAURILANDIA/MS", "LAGOAO/RS", "ALIANCA DO TOCANTINS/TO", "MIRANDA/MS", "SERTANIA/PE", "PALMITINHO/RS", "PRANCHITA/PR", "PORTO ACRE/AC", "SANTO ANTONIO DA PATRULHA/RS", "CHUVISCA/RS", "CASCA/RS", "ARROIO GRANDE/RS", "GLORIA DE DOURADOS/MS", "BANDEIRANTES/MS", "SANTA TEREZINHA DE ITAIPU/PR", "MAIRIPORA/SP", "SAO LUIS DE MONTES BELOS/GO", "COLORADO/RS", "BACABEIRA/MA", "CACULE/BA", "AVARE/SP", "PRADO FERREIRA/PR", "BIGUACU/SC", "SAO JOAO DO RIO DO PEIXE/PB", "BELEM DE SAO FRANCISCO/PE", "NOVO JARDIM/TO", "IGUARACU/PR", "QUITANDINHA/PR", "CANDEIAS/MG", "CARINHANHA/BA", "RONCADOR/PR", "PARAOPEBA/MG", "PONTE ALTA DO NORTE/SC", "ITARANTIM/BA", "SAO LUDGERO/SC", "DEODAPOLIS/MS", "CAARAPO/MS", "CRISTAL DO SUL/RS", "ENCANTADO/RS", "ICEM/SP", "PIRITIBA/BA", "BATAIPORA/MS", "CICERO DANTAS/BA", "IPUMIRIM/SC", "OLIVEIRA/MG", "JACAREI/SP", "RENASCENCA/PR", "SERRA BRANCA/PB", "NOVA ARACA/RS", "JABOTI/PR", "SANTA MARIANA/PR", "BURITIRAMA/BA", "CAIABU/SP", "SANTA CRUZ DO CAPIBARIBE/PE", "ESTRELA DALVA/MG", "SANTA CECILIA DO SUL/RS", "RIO PARANAIBA/MG", "SAO JOSE/SC", "MATELANDIA/PR", "LAGOA DOURADA/MG", "CACAPAVA DO SUL/RS", "TUCURUI/PA", "NOVA OLIMPIA/MT", "ROQUE GONZALES/RS", "JULIO BORGES/PI", "TERRA ROXA/PR", "CAMAQUA/RS", "SAPUCAIA DO SUL/RS", "ESTRELA DO SUL/MG", "AGUAS BELAS/PE", "SELVIRIA/MS", "BOM CONSELHO/PE", "RIO MARIA/PA", "HELIODORA/MG", "GUARATUBA/PR", "PEDRA BRANCA/CE", "CAREACU/MG", "CONCEICAO DAS ALAGOAS/MG", "LUCELIA/SP", "ARROIO DO SAL/RS", "ROSARIO OESTE/MT", "SANTA RITA DE JACUTINGA/MG", "ITAPIRANGA/SC", "RUY BARBOSA/BA", "BURITIZAL/SP", "MANDIRITUBA/PR", "NOVA BASSANO/RS", "CRUZEIRO DO SUL/AC", "MOGEIRO/PB", "CACHOEIRAS DE MACACU/RJ", "POUSO REDONDO/SC", "IRAQUARA/BA", "MORRO DO CHAPEU/BA", "BARROSO/MG", "TOMAZINA/PR", "ECOPORANGA/ES", "COREAU/CE", "CANDELARIA/RS", "CEU AZUL/PR", "SALTO DO ITARARE/PR", "CAPAO BONITO/SP", "CONQUISTA D'OESTE/MT", "ITAMBE/PE", "SALTO DO LONTRA/PR", "FERREIRA GOMES/AP", "VERANOPOLIS/RS", "COROMANDEL/MG", "ASSAI/PR", "OTACILIO COSTA/SC", "MARILUZ/PR", "PORTO REAL DO COLEGIO/AL", "MARUIM/SE", "RONDINHA/RS", "TACURU/MS", "CONCEICAO DOS OUROS/MG", "RIO BRANCO/AC", "OSCAR BRESSANE/SP", "SAO FELIX DO XINGU/PA", "NAZARE DO PIAUI/PI", "CARAI/MG", "BOA VISTA DO INCRA/RS", "DIADEMA/SP", "LAPA/PR", "ITAI/SP", "GRANJA/CE", "SAO JOAQUIM DA BARRA/SP", "CAMPO BOM/RS", "SANTA QUITERIA/CE", "COLINAS/MA", "BASTOS/SP", "SAO GONCALO 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"HERVEIRAS/RS", "SANTA MARIA DE ITABIRA/MG", "VITORIA DE SANTO ANTAO/PE", "ENGENHEIRO CALDAS/MG", "GOVERNADOR DIX-SEPT ROSADO/RN", "PACAEMBU/SP", "APORA/BA", "CORDEIROS/BA", "NOVA GRANADA/SP", "ARROIO DOS RATOS/RS", "SANANDUVA/RS", "DEMERVAL LOBAO/PI", "ATALEIA/MG", "SAO LUIZ/RR", "MARTINHO CAMPOS/MG", "RIBEIRAO/PE", "SAO FRANCISCO DE ITABAPOANA/RJ", "CANITAR/SP", "PINHALAO/PR", "CATUJI/MG", "PORTO LUCENA/RS", "MONSENHOR GIL/PI", "SOLEDADE DE MINAS/MG", "CONSELHEIRO MAIRINCK/PR", "ITOBI/SP", "DOM CAVATI/MG", "PLANALTO/RS", "SAO GABRIEL/RS", "SANTA CRUZ/PE", "CANAPI/AL", "IRACEMA/RR", "BARRO DURO/PI", "QUERENCIA DO NORTE/PR", "CAROEBE/RR", "ITABIRITO/MG", "NOVA IPIXUNA/PA", "COLNIZA/MT", "UTINGA/BA", "NORMANDIA/RR", "BOA VISTA DO BURICA/RS", "VITORINO/PR", "CENTRAL/BA", "CARMO DA MATA/MG", "ALVORADA/TO", "VITORIA DO MEARIM/MA", "RIO BRANCO DO SUL/PR", "PIRAPO/RS", "MARECHAL THAUMATURGO/AC", "BARROCAS/BA", "DELTA/MG", "CURIMATA/PI", "OUROESTE/SP", "SINIMBU/RS", "GRAJAU/MA", "RINOPOLIS/SP", "FORMOSA DO SUL/SC", "SAO JOSE DA COROA GRANDE/PE", "GUARANTA/SP", "IPUPIARA/BA", "RIANAPOLIS/GO", "PEDRALVA/MG", "CRISTAL/RS", "ITUTINGA/MG", "JAPIRA/PR", "LEOPOLIS/PR", "MESSIAS/AL", "MUCAJAI/RR", "PONTAL DO PARANA/PR", "IBIPORA/PR", "RESTINGA SECA/RS", "IBIAPINA/CE", "SAO FELIX DO CORIBE/BA", "ESTEIO/RS", "CORONEL VIVIDA/PR", "CORONEL FREITAS/SC", "CERES/GO", "ORLEANS/SC", "GENERAL CARNEIRO/MT", "BREU BRANCO/PA", "IPUEIRAS/CE", "TELEMACO BORBA/PR", "MACAPA/AP", "SAO PAULO DAS MISSOES/RS", "CONCEICAO DO ARAGUAIA/PA", "IACU/BA", "ANAGE/BA", "PRESIDENTE FIGUEIREDO/AM", "BELA VISTA/MS", "IGREJINHA/RS", "PLANALTINA DO PARANA/PR", "ITUMIRIM/MG", "POTIRAGUA/BA", "ACUCENA/MG", "SAO JOSE DOS AUSENTES/RS", "AMATURA/AM", "VICENTINA/MS", "SANTA ISABEL DO IVAI/PR", "MARIPA/PR", "ITIQUIRA/MT", "MERCEDES/PR", "PAO DE ACUCAR/AL", "VARZEA ALEGRE/CE", "PIRAI DO SUL/PR", "IBIRAIARAS/RS", "GALVAO/SC", "TIO HUGO/RS", "LAGOA VERMELHA/RS", "TUCUNDUVA/RS", "NAZARENO/MG", "DOM PEDRITO/RS", 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ponto_destino_viagemsum_valor_totalavg_valor_totalmin_valor_totalmax_valor_totalcount
0SAO PAULO/SP1.078224e+08135.2230760.094000.0797367
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\n" }, "metadata": {} }, { "output_type": "stream", "name": "stdout", "text": [ "\n", "\n", "\u001b[1m\tObservação:\n", "\tO valor min_valor_total igual a 0.0 corresponde ao uso de algum tipo de beneficio social.\n", "\tPor exemplo, passagem do idoso.\n", "\n", "\n" ] } ] } }, "c170d203128e4a2c8893c143d372561c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "9adf760280f24f99ba8b97bc36c0aa5c": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "4e6283d263d8471a943df23fdceb06b4": { "model_module": "@jupyter-widgets/controls", "model_name": "DescriptionStyleModel", "model_module_version": "1.5.0", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "1.5.0", "_model_name": "DescriptionStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "StyleView", "description_width": "" } }, "7701faa8290d4b21866074f4b30bb1a0": { "model_module": "@jupyter-widgets/base", "model_name": "LayoutModel", "model_module_version": "1.2.0", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "1.2.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "1.2.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "overflow_x": null, "overflow_y": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } } } } }, "nbformat": 4, "nbformat_minor": 0 }