Modulo_01_aula_01.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Modulo 01 - aula 01",
      "provenance": [],
      "toc_visible": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "6DGZSeYCbTgu"
      },
      "source": [
        "# Aula 01 - Aquisição de dados Reais\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "eUMD0fHpfUOw"
      },
      "source": [
        "import pandas as pd"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "weKhTPIffra_",
        "outputId": "1cd14a54-4594-402e-cffd-5031847938f5"
      },
      "source": [
        "dados = pd.read_csv(\"https://raw.githubusercontent.com/alura-cursos/agendamento-hospitalar/main/dados/A151346189_28_143_208.csv\", encoding='ISO-8859-1',engine='python', skiprows=3, skipfooter=12, sep=';', thousands='.',decimal=',')\n",
        "dados"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Unidade da Federação</th>\n",
              "      <th>2008/Jan</th>\n",
              "      <th>2008/Fev</th>\n",
              "      <th>2008/Mar</th>\n",
              "      <th>2008/Abr</th>\n",
              "      <th>2008/Mai</th>\n",
              "      <th>2008/Jun</th>\n",
              "      <th>2008/Jul</th>\n",
              "      <th>2008/Ago</th>\n",
              "      <th>2008/Set</th>\n",
              "      <th>2008/Out</th>\n",
              "      <th>2008/Nov</th>\n",
              "      <th>2008/Dez</th>\n",
              "      <th>2009/Jan</th>\n",
              "      <th>2009/Fev</th>\n",
              "      <th>2009/Mar</th>\n",
              "      <th>2009/Abr</th>\n",
              "      <th>2009/Mai</th>\n",
              "      <th>2009/Jun</th>\n",
              "      <th>2009/Jul</th>\n",
              "      <th>2009/Ago</th>\n",
              "      <th>2009/Set</th>\n",
              "      <th>2009/Out</th>\n",
              "      <th>2009/Nov</th>\n",
              "      <th>2009/Dez</th>\n",
              "      <th>2010/Jan</th>\n",
              "      <th>2010/Fev</th>\n",
              "      <th>2010/Mar</th>\n",
              "      <th>2010/Abr</th>\n",
              "      <th>2010/Mai</th>\n",
              "      <th>2010/Jun</th>\n",
              "      <th>2010/Jul</th>\n",
              "      <th>2010/Ago</th>\n",
              "      <th>2010/Set</th>\n",
              "      <th>2010/Out</th>\n",
              "      <th>2010/Nov</th>\n",
              "      <th>2010/Dez</th>\n",
              "      <th>2011/Jan</th>\n",
              "      <th>2011/Fev</th>\n",
              "      <th>2011/Mar</th>\n",
              "      <th>...</th>\n",
              "      <th>2017/Jun</th>\n",
              "      <th>2017/Jul</th>\n",
              "      <th>2017/Ago</th>\n",
              "      <th>2017/Set</th>\n",
              "      <th>2017/Out</th>\n",
              "      <th>2017/Nov</th>\n",
              "      <th>2017/Dez</th>\n",
              "      <th>2018/Jan</th>\n",
              "      <th>2018/Fev</th>\n",
              "      <th>2018/Mar</th>\n",
              "      <th>2018/Abr</th>\n",
              "      <th>2018/Mai</th>\n",
              "      <th>2018/Jun</th>\n",
              "      <th>2018/Jul</th>\n",
              "      <th>2018/Ago</th>\n",
              "      <th>2018/Set</th>\n",
              "      <th>2018/Out</th>\n",
              "      <th>2018/Nov</th>\n",
              "      <th>2018/Dez</th>\n",
              "      <th>2019/Jan</th>\n",
              "      <th>2019/Fev</th>\n",
              "      <th>2019/Mar</th>\n",
              "      <th>2019/Abr</th>\n",
              "      <th>2019/Mai</th>\n",
              "      <th>2019/Jun</th>\n",
              "      <th>2019/Jul</th>\n",
              "      <th>2019/Ago</th>\n",
              "      <th>2019/Set</th>\n",
              "      <th>2019/Out</th>\n",
              "      <th>2019/Nov</th>\n",
              "      <th>2019/Dez</th>\n",
              "      <th>2020/Jan</th>\n",
              "      <th>2020/Fev</th>\n",
              "      <th>2020/Mar</th>\n",
              "      <th>2020/Abr</th>\n",
              "      <th>2020/Mai</th>\n",
              "      <th>2020/Jun</th>\n",
              "      <th>2020/Jul</th>\n",
              "      <th>2020/Ago</th>\n",
              "      <th>Total</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>11 Rondônia</td>\n",
              "      <td>1388528.39</td>\n",
              "      <td>2931283.42</td>\n",
              "      <td>1541682.52</td>\n",
              "      <td>1525314.96</td>\n",
              "      <td>1645953.84</td>\n",
              "      <td>1406150.68</td>\n",
              "      <td>3065279.01</td>\n",
              "      <td>3231494.61</td>\n",
              "      <td>3117178.63</td>\n",
              "      <td>3068430.44</td>\n",
              "      <td>2825838.52</td>\n",
              "      <td>2931173.58</td>\n",
              "      <td>2885269.07</td>\n",
              "      <td>2860103.74</td>\n",
              "      <td>3684944.68</td>\n",
              "      <td>3607289.68</td>\n",
              "      <td>3774356.60</td>\n",
              "      <td>3706711.84</td>\n",
              "      <td>3763187.55</td>\n",
              "      <td>3533625.83</td>\n",
              "      <td>3605007.43</td>\n",
              "      <td>3907032.72</td>\n",
              "      <td>3939820.71</td>\n",
              "      <td>3901084.11</td>\n",
              "      <td>3684407.02</td>\n",
              "      <td>3623015.58</td>\n",
              "      <td>3890461.90</td>\n",
              "      <td>4193533.87</td>\n",
              "      <td>4534400.67</td>\n",
              "      <td>4451208.03</td>\n",
              "      <td>4874592.78</td>\n",
              "      <td>4460802.38</td>\n",
              "      <td>5067886.24</td>\n",
              "      <td>4511092.85</td>\n",
              "      <td>4394680.50</td>\n",
              "      <td>4098741.80</td>\n",
              "      <td>4411499.48</td>\n",
              "      <td>3868617.95</td>\n",
              "      <td>4298702.78</td>\n",
              "      <td>...</td>\n",
              "      <td>7948291.63</td>\n",
              "      <td>8438077.45</td>\n",
              "      <td>7656644.83</td>\n",
              "      <td>8047742.98</td>\n",
              "      <td>8657206.23</td>\n",
              "      <td>8150893.68</td>\n",
              "      <td>7507845.13</td>\n",
              "      <td>7998345.94</td>\n",
              "      <td>8893683.69</td>\n",
              "      <td>8867793.32</td>\n",
              "      <td>8871408.50</td>\n",
              "      <td>8501601.67</td>\n",
              "      <td>8315107.81</td>\n",
              "      <td>8525499.78</td>\n",
              "      <td>9177611.46</td>\n",
              "      <td>7368996.38</td>\n",
              "      <td>8835095.43</td>\n",
              "      <td>8328186.64</td>\n",
              "      <td>8408512.77</td>\n",
              "      <td>9351705.82</td>\n",
              "      <td>8143007.97</td>\n",
              "      <td>8949741.77</td>\n",
              "      <td>9630553.15</td>\n",
              "      <td>9581970.31</td>\n",
              "      <td>7891114.05</td>\n",
              "      <td>9792370.67</td>\n",
              "      <td>9170787.53</td>\n",
              "      <td>8816846.71</td>\n",
              "      <td>10024554.15</td>\n",
              "      <td>9675423.70</td>\n",
              "      <td>8085025.66</td>\n",
              "      <td>9221412.18</td>\n",
              "      <td>7493310.88</td>\n",
              "      <td>8092260.11</td>\n",
              "      <td>7273843.63</td>\n",
              "      <td>7652120.28</td>\n",
              "      <td>8725530.68</td>\n",
              "      <td>11152107.08</td>\n",
              "      <td>10285455.78</td>\n",
              "      <td>929129659.72</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>12 Acre</td>\n",
              "      <td>902416.00</td>\n",
              "      <td>1497206.26</td>\n",
              "      <td>1794028.48</td>\n",
              "      <td>1730469.42</td>\n",
              "      <td>1819443.92</td>\n",
              "      <td>1828496.00</td>\n",
              "      <td>2511754.59</td>\n",
              "      <td>2089107.14</td>\n",
              "      <td>2275708.53</td>\n",
              "      <td>1923886.57</td>\n",
              "      <td>1756986.80</td>\n",
              "      <td>2235639.98</td>\n",
              "      <td>2497116.43</td>\n",
              "      <td>2253558.01</td>\n",
              "      <td>2122673.92</td>\n",
              "      <td>2834317.62</td>\n",
              "      <td>2722065.97</td>\n",
              "      <td>2432831.95</td>\n",
              "      <td>2630190.65</td>\n",
              "      <td>2307579.00</td>\n",
              "      <td>-</td>\n",
              "      <td>2826477.02</td>\n",
              "      <td>2170791.18</td>\n",
              "      <td>2541526.44</td>\n",
              "      <td>2491042.33</td>\n",
              "      <td>1954473.90</td>\n",
              "      <td>2389996.38</td>\n",
              "      <td>2654878.60</td>\n",
              "      <td>2844085.21</td>\n",
              "      <td>2336207.19</td>\n",
              "      <td>2125143.06</td>\n",
              "      <td>2430293.67</td>\n",
              "      <td>2377738.44</td>\n",
              "      <td>2184746.84</td>\n",
              "      <td>2468452.90</td>\n",
              "      <td>2516284.54</td>\n",
              "      <td>3051370.08</td>\n",
              "      <td>2629104.42</td>\n",
              "      <td>2485451.79</td>\n",
              "      <td>...</td>\n",
              "      <td>2397512.85</td>\n",
              "      <td>2348760.00</td>\n",
              "      <td>3139155.41</td>\n",
              "      <td>2765062.92</td>\n",
              "      <td>4540084.78</td>\n",
              "      <td>4120228.96</td>\n",
              "      <td>2610454.55</td>\n",
              "      <td>3576595.19</td>\n",
              "      <td>2444567.37</td>\n",
              "      <td>2602434.35</td>\n",
              "      <td>3064163.42</td>\n",
              "      <td>2276236.69</td>\n",
              "      <td>3239474.10</td>\n",
              "      <td>3126429.88</td>\n",
              "      <td>2998865.51</td>\n",
              "      <td>2619709.86</td>\n",
              "      <td>3018048.94</td>\n",
              "      <td>3342614.24</td>\n",
              "      <td>2123426.26</td>\n",
              "      <td>2664654.52</td>\n",
              "      <td>1906429.95</td>\n",
              "      <td>3096439.63</td>\n",
              "      <td>2411628.00</td>\n",
              "      <td>2840630.58</td>\n",
              "      <td>3260153.59</td>\n",
              "      <td>3250722.84</td>\n",
              "      <td>3204998.88</td>\n",
              "      <td>3052745.65</td>\n",
              "      <td>3124802.29</td>\n",
              "      <td>3021521.75</td>\n",
              "      <td>2874871.28</td>\n",
              "      <td>3331803.55</td>\n",
              "      <td>3417691.07</td>\n",
              "      <td>3076003.20</td>\n",
              "      <td>2286642.60</td>\n",
              "      <td>2896340.24</td>\n",
              "      <td>3045245.80</td>\n",
              "      <td>3915193.20</td>\n",
              "      <td>-</td>\n",
              "      <td>420668039.63</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>13 Amazonas</td>\n",
              "      <td>4735529.42</td>\n",
              "      <td>7118990.57</td>\n",
              "      <td>8196635.49</td>\n",
              "      <td>8259378.42</td>\n",
              "      <td>7831399.90</td>\n",
              "      <td>8477273.62</td>\n",
              "      <td>9368858.72</td>\n",
              "      <td>9352532.70</td>\n",
              "      <td>9363099.35</td>\n",
              "      <td>8618318.83</td>\n",
              "      <td>6555549.08</td>\n",
              "      <td>7777645.88</td>\n",
              "      <td>7403068.36</td>\n",
              "      <td>6683346.89</td>\n",
              "      <td>9927781.20</td>\n",
              "      <td>8844511.21</td>\n",
              "      <td>9079035.96</td>\n",
              "      <td>8832894.53</td>\n",
              "      <td>9373395.97</td>\n",
              "      <td>9578326.03</td>\n",
              "      <td>9730634.16</td>\n",
              "      <td>9179252.65</td>\n",
              "      <td>8314648.93</td>\n",
              "      <td>9050439.39</td>\n",
              "      <td>9419460.86</td>\n",
              "      <td>8680178.57</td>\n",
              "      <td>9168055.41</td>\n",
              "      <td>9897901.80</td>\n",
              "      <td>9651362.37</td>\n",
              "      <td>10854599.47</td>\n",
              "      <td>10417122.89</td>\n",
              "      <td>8718347.13</td>\n",
              "      <td>8221592.12</td>\n",
              "      <td>9613977.03</td>\n",
              "      <td>9927574.41</td>\n",
              "      <td>9470661.21</td>\n",
              "      <td>9736750.91</td>\n",
              "      <td>8745259.80</td>\n",
              "      <td>9380112.36</td>\n",
              "      <td>...</td>\n",
              "      <td>12789637.85</td>\n",
              "      <td>14376990.41</td>\n",
              "      <td>14240071.26</td>\n",
              "      <td>13594647.25</td>\n",
              "      <td>14584288.95</td>\n",
              "      <td>13158724.61</td>\n",
              "      <td>13169660.32</td>\n",
              "      <td>13572263.03</td>\n",
              "      <td>13083081.70</td>\n",
              "      <td>14322305.22</td>\n",
              "      <td>14643340.51</td>\n",
              "      <td>14632208.09</td>\n",
              "      <td>14500521.14</td>\n",
              "      <td>14840533.42</td>\n",
              "      <td>14427620.91</td>\n",
              "      <td>15818964.25</td>\n",
              "      <td>16358462.57</td>\n",
              "      <td>15391163.74</td>\n",
              "      <td>14154362.85</td>\n",
              "      <td>16791397.31</td>\n",
              "      <td>14369987.43</td>\n",
              "      <td>16339024.96</td>\n",
              "      <td>15622910.63</td>\n",
              "      <td>16483166.92</td>\n",
              "      <td>15422243.28</td>\n",
              "      <td>15961988.04</td>\n",
              "      <td>15787896.78</td>\n",
              "      <td>16515441.67</td>\n",
              "      <td>15731201.23</td>\n",
              "      <td>15744605.61</td>\n",
              "      <td>14346553.60</td>\n",
              "      <td>16018459.07</td>\n",
              "      <td>14913745.37</td>\n",
              "      <td>15068304.35</td>\n",
              "      <td>13509579.29</td>\n",
              "      <td>19658585.46</td>\n",
              "      <td>20897542.93</td>\n",
              "      <td>19346450.18</td>\n",
              "      <td>14726443.67</td>\n",
              "      <td>1771654871.23</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>14 Roraima</td>\n",
              "      <td>657889.53</td>\n",
              "      <td>777939.31</td>\n",
              "      <td>718688.03</td>\n",
              "      <td>839994.39</td>\n",
              "      <td>862347.96</td>\n",
              "      <td>832440.66</td>\n",
              "      <td>996693.09</td>\n",
              "      <td>894271.18</td>\n",
              "      <td>910424.17</td>\n",
              "      <td>1191770.32</td>\n",
              "      <td>1056218.71</td>\n",
              "      <td>1244339.25</td>\n",
              "      <td>1085679.25</td>\n",
              "      <td>969528.54</td>\n",
              "      <td>1393226.70</td>\n",
              "      <td>1273734.17</td>\n",
              "      <td>1552638.50</td>\n",
              "      <td>1490587.74</td>\n",
              "      <td>1596751.80</td>\n",
              "      <td>1848998.68</td>\n",
              "      <td>1701611.25</td>\n",
              "      <td>1164711.18</td>\n",
              "      <td>1434809.17</td>\n",
              "      <td>1603817.28</td>\n",
              "      <td>1437340.80</td>\n",
              "      <td>1332094.01</td>\n",
              "      <td>1900513.75</td>\n",
              "      <td>1933875.49</td>\n",
              "      <td>1773958.29</td>\n",
              "      <td>1804729.73</td>\n",
              "      <td>1846639.32</td>\n",
              "      <td>1643518.23</td>\n",
              "      <td>1843163.29</td>\n",
              "      <td>1807885.17</td>\n",
              "      <td>1674871.65</td>\n",
              "      <td>1250999.28</td>\n",
              "      <td>1257275.43</td>\n",
              "      <td>1171045.72</td>\n",
              "      <td>1389668.67</td>\n",
              "      <td>...</td>\n",
              "      <td>2755620.24</td>\n",
              "      <td>2878177.60</td>\n",
              "      <td>2921978.36</td>\n",
              "      <td>2794080.79</td>\n",
              "      <td>2512259.50</td>\n",
              "      <td>2508514.18</td>\n",
              "      <td>2635287.45</td>\n",
              "      <td>2914195.21</td>\n",
              "      <td>2881281.13</td>\n",
              "      <td>2740423.51</td>\n",
              "      <td>2695484.62</td>\n",
              "      <td>2613895.43</td>\n",
              "      <td>3020718.84</td>\n",
              "      <td>2860584.22</td>\n",
              "      <td>2740088.01</td>\n",
              "      <td>2689103.41</td>\n",
              "      <td>2985029.23</td>\n",
              "      <td>2771881.20</td>\n",
              "      <td>2938769.32</td>\n",
              "      <td>2527888.58</td>\n",
              "      <td>2587642.41</td>\n",
              "      <td>1923440.17</td>\n",
              "      <td>2422446.17</td>\n",
              "      <td>2495491.03</td>\n",
              "      <td>2851291.67</td>\n",
              "      <td>3137537.40</td>\n",
              "      <td>3788154.80</td>\n",
              "      <td>3217218.61</td>\n",
              "      <td>3113940.14</td>\n",
              "      <td>3157977.67</td>\n",
              "      <td>3097113.21</td>\n",
              "      <td>3059823.80</td>\n",
              "      <td>2912519.98</td>\n",
              "      <td>2937346.43</td>\n",
              "      <td>2868820.96</td>\n",
              "      <td>2752228.26</td>\n",
              "      <td>3401864.29</td>\n",
              "      <td>3015488.30</td>\n",
              "      <td>2826486.18</td>\n",
              "      <td>305010883.18</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>15 Pará</td>\n",
              "      <td>18864744.11</td>\n",
              "      <td>19553758.20</td>\n",
              "      <td>21937342.70</td>\n",
              "      <td>20842829.69</td>\n",
              "      <td>23249952.88</td>\n",
              "      <td>23240687.56</td>\n",
              "      <td>24002223.56</td>\n",
              "      <td>23341218.03</td>\n",
              "      <td>25172261.32</td>\n",
              "      <td>24011712.48</td>\n",
              "      <td>21526303.70</td>\n",
              "      <td>23896804.99</td>\n",
              "      <td>24613320.93</td>\n",
              "      <td>24015940.01</td>\n",
              "      <td>26624310.10</td>\n",
              "      <td>26478979.58</td>\n",
              "      <td>26366401.19</td>\n",
              "      <td>25440701.25</td>\n",
              "      <td>28079331.88</td>\n",
              "      <td>27588522.26</td>\n",
              "      <td>27967969.22</td>\n",
              "      <td>28430631.19</td>\n",
              "      <td>25432419.12</td>\n",
              "      <td>26405862.20</td>\n",
              "      <td>25841889.70</td>\n",
              "      <td>26527192.33</td>\n",
              "      <td>27433129.31</td>\n",
              "      <td>25753868.16</td>\n",
              "      <td>27515463.84</td>\n",
              "      <td>26934203.47</td>\n",
              "      <td>26668195.02</td>\n",
              "      <td>26606749.81</td>\n",
              "      <td>27226660.53</td>\n",
              "      <td>27185706.84</td>\n",
              "      <td>27019994.90</td>\n",
              "      <td>26036033.25</td>\n",
              "      <td>27913374.40</td>\n",
              "      <td>26771060.28</td>\n",
              "      <td>27060396.38</td>\n",
              "      <td>...</td>\n",
              "      <td>32202265.99</td>\n",
              "      <td>32771002.63</td>\n",
              "      <td>32204013.38</td>\n",
              "      <td>34983747.88</td>\n",
              "      <td>34138970.65</td>\n",
              "      <td>33280643.37</td>\n",
              "      <td>34426413.15</td>\n",
              "      <td>31591185.32</td>\n",
              "      <td>31378879.00</td>\n",
              "      <td>32909877.51</td>\n",
              "      <td>35053278.80</td>\n",
              "      <td>33973133.85</td>\n",
              "      <td>35560757.57</td>\n",
              "      <td>33465172.06</td>\n",
              "      <td>35497371.12</td>\n",
              "      <td>34896020.28</td>\n",
              "      <td>37385364.64</td>\n",
              "      <td>34294171.03</td>\n",
              "      <td>34168505.29</td>\n",
              "      <td>33849909.80</td>\n",
              "      <td>32871717.66</td>\n",
              "      <td>33130995.71</td>\n",
              "      <td>36044319.40</td>\n",
              "      <td>35906526.59</td>\n",
              "      <td>35242306.77</td>\n",
              "      <td>29460144.72</td>\n",
              "      <td>31179893.86</td>\n",
              "      <td>34175218.80</td>\n",
              "      <td>36112567.22</td>\n",
              "      <td>36853237.41</td>\n",
              "      <td>35925899.01</td>\n",
              "      <td>34345207.63</td>\n",
              "      <td>37384336.94</td>\n",
              "      <td>35512568.15</td>\n",
              "      <td>28217249.66</td>\n",
              "      <td>32617541.05</td>\n",
              "      <td>41625331.28</td>\n",
              "      <td>38438873.79</td>\n",
              "      <td>39911193.02</td>\n",
              "      <td>4437115730.71</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>16 Amapá</td>\n",
              "      <td>1120973.34</td>\n",
              "      <td>1268740.33</td>\n",
              "      <td>974651.24</td>\n",
              "      <td>1141137.32</td>\n",
              "      <td>866346.18</td>\n",
              "      <td>1440978.95</td>\n",
              "      <td>1426659.48</td>\n",
              "      <td>1475551.38</td>\n",
              "      <td>1651341.43</td>\n",
              "      <td>1866748.58</td>\n",
              "      <td>1426138.18</td>\n",
              "      <td>1696614.53</td>\n",
              "      <td>1665895.54</td>\n",
              "      <td>1719940.00</td>\n",
              "      <td>1750321.77</td>\n",
              "      <td>2052705.19</td>\n",
              "      <td>1915803.55</td>\n",
              "      <td>1787587.54</td>\n",
              "      <td>1763665.03</td>\n",
              "      <td>1746538.99</td>\n",
              "      <td>2034329.78</td>\n",
              "      <td>1839723.26</td>\n",
              "      <td>1882221.29</td>\n",
              "      <td>1712948.71</td>\n",
              "      <td>1849157.17</td>\n",
              "      <td>1605246.04</td>\n",
              "      <td>1525752.37</td>\n",
              "      <td>1572809.36</td>\n",
              "      <td>1653304.86</td>\n",
              "      <td>1685303.78</td>\n",
              "      <td>1773604.15</td>\n",
              "      <td>1662522.64</td>\n",
              "      <td>1811346.65</td>\n",
              "      <td>1654294.56</td>\n",
              "      <td>1958555.54</td>\n",
              "      <td>1984579.56</td>\n",
              "      <td>1928716.67</td>\n",
              "      <td>1725458.50</td>\n",
              "      <td>1703040.74</td>\n",
              "      <td>...</td>\n",
              "      <td>2050824.29</td>\n",
              "      <td>1881406.55</td>\n",
              "      <td>1940174.73</td>\n",
              "      <td>1923150.03</td>\n",
              "      <td>2036787.91</td>\n",
              "      <td>1876731.42</td>\n",
              "      <td>1716855.56</td>\n",
              "      <td>1836149.63</td>\n",
              "      <td>1954823.32</td>\n",
              "      <td>1882553.32</td>\n",
              "      <td>1781034.49</td>\n",
              "      <td>1821567.42</td>\n",
              "      <td>2120412.72</td>\n",
              "      <td>1910968.09</td>\n",
              "      <td>2453555.40</td>\n",
              "      <td>2652283.29</td>\n",
              "      <td>2637161.32</td>\n",
              "      <td>2139141.93</td>\n",
              "      <td>2654304.54</td>\n",
              "      <td>2549805.60</td>\n",
              "      <td>2294126.19</td>\n",
              "      <td>2511041.32</td>\n",
              "      <td>2746817.21</td>\n",
              "      <td>2648904.75</td>\n",
              "      <td>2117098.07</td>\n",
              "      <td>2388704.49</td>\n",
              "      <td>2905190.27</td>\n",
              "      <td>2145557.83</td>\n",
              "      <td>2455947.45</td>\n",
              "      <td>2310514.38</td>\n",
              "      <td>2296699.42</td>\n",
              "      <td>2333822.65</td>\n",
              "      <td>2310195.65</td>\n",
              "      <td>1842472.54</td>\n",
              "      <td>1705873.64</td>\n",
              "      <td>2065055.35</td>\n",
              "      <td>2009912.57</td>\n",
              "      <td>3249565.87</td>\n",
              "      <td>2942273.94</td>\n",
              "      <td>291637984.75</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>17 Tocantins</td>\n",
              "      <td>3441592.69</td>\n",
              "      <td>4985688.85</td>\n",
              "      <td>6205612.60</td>\n",
              "      <td>4984482.09</td>\n",
              "      <td>5511002.46</td>\n",
              "      <td>4927934.22</td>\n",
              "      <td>5445602.28</td>\n",
              "      <td>5413710.38</td>\n",
              "      <td>5596669.50</td>\n",
              "      <td>4658414.01</td>\n",
              "      <td>5252451.80</td>\n",
              "      <td>5523443.70</td>\n",
              "      <td>5791656.63</td>\n",
              "      <td>5814388.89</td>\n",
              "      <td>6273994.59</td>\n",
              "      <td>6762806.93</td>\n",
              "      <td>6575718.57</td>\n",
              "      <td>6423393.40</td>\n",
              "      <td>6349231.85</td>\n",
              "      <td>6490519.50</td>\n",
              "      <td>6542918.14</td>\n",
              "      <td>6420058.63</td>\n",
              "      <td>6149491.80</td>\n",
              "      <td>6075178.19</td>\n",
              "      <td>6411312.84</td>\n",
              "      <td>6403262.51</td>\n",
              "      <td>6698840.55</td>\n",
              "      <td>6905354.41</td>\n",
              "      <td>6864576.47</td>\n",
              "      <td>6876811.94</td>\n",
              "      <td>6732224.34</td>\n",
              "      <td>7110923.00</td>\n",
              "      <td>6644145.62</td>\n",
              "      <td>6861920.56</td>\n",
              "      <td>6553013.61</td>\n",
              "      <td>6450647.82</td>\n",
              "      <td>6695049.17</td>\n",
              "      <td>6735950.07</td>\n",
              "      <td>7285116.46</td>\n",
              "      <td>...</td>\n",
              "      <td>6392708.38</td>\n",
              "      <td>5837072.54</td>\n",
              "      <td>6608301.60</td>\n",
              "      <td>6155701.19</td>\n",
              "      <td>5104089.76</td>\n",
              "      <td>5441162.74</td>\n",
              "      <td>5200789.02</td>\n",
              "      <td>5341353.03</td>\n",
              "      <td>5361684.48</td>\n",
              "      <td>5913061.01</td>\n",
              "      <td>4617378.68</td>\n",
              "      <td>4662238.24</td>\n",
              "      <td>5664149.36</td>\n",
              "      <td>5328909.25</td>\n",
              "      <td>5473666.63</td>\n",
              "      <td>5152490.73</td>\n",
              "      <td>5272355.92</td>\n",
              "      <td>4873715.59</td>\n",
              "      <td>5321091.08</td>\n",
              "      <td>5791079.68</td>\n",
              "      <td>5881439.69</td>\n",
              "      <td>6593258.41</td>\n",
              "      <td>6684401.50</td>\n",
              "      <td>7143806.13</td>\n",
              "      <td>6136528.26</td>\n",
              "      <td>7118118.28</td>\n",
              "      <td>7607639.98</td>\n",
              "      <td>8498162.91</td>\n",
              "      <td>7181834.26</td>\n",
              "      <td>6467132.92</td>\n",
              "      <td>7210731.09</td>\n",
              "      <td>8096781.90</td>\n",
              "      <td>7022324.92</td>\n",
              "      <td>7209045.59</td>\n",
              "      <td>6390358.03</td>\n",
              "      <td>6697839.73</td>\n",
              "      <td>7384806.71</td>\n",
              "      <td>9131707.60</td>\n",
              "      <td>8240261.38</td>\n",
              "      <td>999998621.85</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>21 Maranhão</td>\n",
              "      <td>10723506.39</td>\n",
              "      <td>13559679.41</td>\n",
              "      <td>13985142.36</td>\n",
              "      <td>14809416.46</td>\n",
              "      <td>14505727.38</td>\n",
              "      <td>14908091.32</td>\n",
              "      <td>15784899.40</td>\n",
              "      <td>15195312.89</td>\n",
              "      <td>14951277.75</td>\n",
              "      <td>16072219.28</td>\n",
              "      <td>14016545.04</td>\n",
              "      <td>15792303.93</td>\n",
              "      <td>14782429.14</td>\n",
              "      <td>16842416.53</td>\n",
              "      <td>16681626.41</td>\n",
              "      <td>17735055.55</td>\n",
              "      <td>17466345.31</td>\n",
              "      <td>17459229.54</td>\n",
              "      <td>18021648.34</td>\n",
              "      <td>19332949.68</td>\n",
              "      <td>19722895.51</td>\n",
              "      <td>19277852.57</td>\n",
              "      <td>18634078.27</td>\n",
              "      <td>19117914.42</td>\n",
              "      <td>18906152.18</td>\n",
              "      <td>17540838.45</td>\n",
              "      <td>19741933.29</td>\n",
              "      <td>19445208.55</td>\n",
              "      <td>20174079.39</td>\n",
              "      <td>20368446.35</td>\n",
              "      <td>20361636.95</td>\n",
              "      <td>20566710.40</td>\n",
              "      <td>19061901.55</td>\n",
              "      <td>20690798.08</td>\n",
              "      <td>21028915.80</td>\n",
              "      <td>19417889.95</td>\n",
              "      <td>20078774.98</td>\n",
              "      <td>20448952.89</td>\n",
              "      <td>20679514.26</td>\n",
              "      <td>...</td>\n",
              "      <td>27699191.35</td>\n",
              "      <td>29321581.70</td>\n",
              "      <td>28974267.39</td>\n",
              "      <td>28210786.25</td>\n",
              "      <td>28352324.75</td>\n",
              "      <td>26858367.06</td>\n",
              "      <td>29435501.73</td>\n",
              "      <td>28524888.88</td>\n",
              "      <td>26351836.62</td>\n",
              "      <td>30050918.58</td>\n",
              "      <td>31077432.22</td>\n",
              "      <td>29485732.67</td>\n",
              "      <td>29359484.98</td>\n",
              "      <td>29441181.87</td>\n",
              "      <td>30255833.42</td>\n",
              "      <td>29645428.53</td>\n",
              "      <td>29310709.37</td>\n",
              "      <td>28462327.93</td>\n",
              "      <td>29606231.79</td>\n",
              "      <td>30641772.18</td>\n",
              "      <td>27369051.19</td>\n",
              "      <td>30399681.09</td>\n",
              "      <td>30406171.44</td>\n",
              "      <td>31437580.62</td>\n",
              "      <td>30094232.34</td>\n",
              "      <td>30724404.59</td>\n",
              "      <td>31712464.35</td>\n",
              "      <td>30923188.40</td>\n",
              "      <td>31998992.79</td>\n",
              "      <td>30813942.93</td>\n",
              "      <td>29445106.74</td>\n",
              "      <td>30003061.50</td>\n",
              "      <td>29680064.33</td>\n",
              "      <td>28779088.94</td>\n",
              "      <td>24792925.68</td>\n",
              "      <td>30512523.70</td>\n",
              "      <td>33099356.79</td>\n",
              "      <td>32936503.37</td>\n",
              "      <td>28587541.78</td>\n",
              "      <td>3632860959.84</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>22 Piauí</td>\n",
              "      <td>7985142.43</td>\n",
              "      <td>10079928.25</td>\n",
              "      <td>10298372.45</td>\n",
              "      <td>10775976.33</td>\n",
              "      <td>10398360.88</td>\n",
              "      <td>10528253.88</td>\n",
              "      <td>11040107.92</td>\n",
              "      <td>10549176.40</td>\n",
              "      <td>10899198.97</td>\n",
              "      <td>11715943.38</td>\n",
              "      <td>10369913.55</td>\n",
              "      <td>10684587.12</td>\n",
              "      <td>10448286.35</td>\n",
              "      <td>10617670.35</td>\n",
              "      <td>11401299.72</td>\n",
              "      <td>12428589.39</td>\n",
              "      <td>13096561.66</td>\n",
              "      <td>13372660.40</td>\n",
              "      <td>13310452.49</td>\n",
              "      <td>12168904.03</td>\n",
              "      <td>12247027.29</td>\n",
              "      <td>11744946.02</td>\n",
              "      <td>12196050.05</td>\n",
              "      <td>13459523.06</td>\n",
              "      <td>13377545.88</td>\n",
              "      <td>12026087.81</td>\n",
              "      <td>13110928.87</td>\n",
              "      <td>13027827.92</td>\n",
              "      <td>13209892.57</td>\n",
              "      <td>12463347.78</td>\n",
              "      <td>12218924.47</td>\n",
              "      <td>12104581.53</td>\n",
              "      <td>11794304.49</td>\n",
              "      <td>11740569.52</td>\n",
              "      <td>12372469.69</td>\n",
              "      <td>11421766.77</td>\n",
              "      <td>11954750.85</td>\n",
              "      <td>11219584.72</td>\n",
              "      <td>13070767.19</td>\n",
              "      <td>...</td>\n",
              "      <td>16030487.08</td>\n",
              "      <td>15389371.73</td>\n",
              "      <td>16008485.48</td>\n",
              "      <td>15958946.19</td>\n",
              "      <td>15596652.45</td>\n",
              "      <td>14963370.52</td>\n",
              "      <td>16048864.85</td>\n",
              "      <td>15727504.93</td>\n",
              "      <td>15541518.92</td>\n",
              "      <td>16408257.61</td>\n",
              "      <td>16455257.04</td>\n",
              "      <td>16646954.86</td>\n",
              "      <td>16330507.19</td>\n",
              "      <td>16393717.19</td>\n",
              "      <td>17055960.69</td>\n",
              "      <td>16152452.68</td>\n",
              "      <td>16305480.04</td>\n",
              "      <td>15869156.06</td>\n",
              "      <td>17047311.75</td>\n",
              "      <td>15882517.83</td>\n",
              "      <td>15433452.88</td>\n",
              "      <td>16189802.79</td>\n",
              "      <td>17051416.58</td>\n",
              "      <td>17792232.00</td>\n",
              "      <td>17263004.56</td>\n",
              "      <td>17460423.29</td>\n",
              "      <td>18086949.20</td>\n",
              "      <td>17769414.47</td>\n",
              "      <td>18500751.19</td>\n",
              "      <td>17748312.51</td>\n",
              "      <td>17641837.23</td>\n",
              "      <td>16229473.38</td>\n",
              "      <td>16851334.11</td>\n",
              "      <td>14568254.23</td>\n",
              "      <td>12224393.97</td>\n",
              "      <td>12658280.69</td>\n",
              "      <td>14547134.38</td>\n",
              "      <td>17871598.61</td>\n",
              "      <td>23210624.20</td>\n",
              "      <td>2130616492.35</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>23 Ceará</td>\n",
              "      <td>15539821.90</td>\n",
              "      <td>25735101.55</td>\n",
              "      <td>28724625.75</td>\n",
              "      <td>30676457.06</td>\n",
              "      <td>30604453.47</td>\n",
              "      <td>31272395.18</td>\n",
              "      <td>30925391.36</td>\n",
              "      <td>27851438.72</td>\n",
              "      <td>30362719.90</td>\n",
              "      <td>27657898.74</td>\n",
              "      <td>23572202.62</td>\n",
              "      <td>33251315.89</td>\n",
              "      <td>28809087.67</td>\n",
              "      <td>31631678.94</td>\n",
              "      <td>36939120.91</td>\n",
              "      <td>34179912.08</td>\n",
              "      <td>36272200.59</td>\n",
              "      <td>34514430.28</td>\n",
              "      <td>33985745.09</td>\n",
              "      <td>34682824.87</td>\n",
              "      <td>34471579.06</td>\n",
              "      <td>34058130.68</td>\n",
              "      <td>33861419.95</td>\n",
              "      <td>32151569.45</td>\n",
              "      <td>31949416.20</td>\n",
              "      <td>33250426.39</td>\n",
              "      <td>35653267.77</td>\n",
              "      <td>35280277.67</td>\n",
              "      <td>35760071.81</td>\n",
              "      <td>35224241.72</td>\n",
              "      <td>33677543.24</td>\n",
              "      <td>36365864.28</td>\n",
              "      <td>34901701.12</td>\n",
              "      <td>32267756.89</td>\n",
              "      <td>34415020.82</td>\n",
              "      <td>33249126.78</td>\n",
              "      <td>34083768.13</td>\n",
              "      <td>34657124.63</td>\n",
              "      <td>34921321.39</td>\n",
              "      <td>...</td>\n",
              "      <td>46412837.02</td>\n",
              "      <td>46353321.61</td>\n",
              "      <td>47766332.04</td>\n",
              "      <td>47342510.36</td>\n",
              "      <td>48964370.84</td>\n",
              "      <td>47756590.17</td>\n",
              "      <td>45509439.96</td>\n",
              "      <td>48012434.52</td>\n",
              "      <td>45500460.48</td>\n",
              "      <td>48132921.00</td>\n",
              "      <td>48061986.29</td>\n",
              "      <td>48954862.10</td>\n",
              "      <td>47404127.98</td>\n",
              "      <td>49250389.91</td>\n",
              "      <td>50528833.27</td>\n",
              "      <td>46519835.66</td>\n",
              "      <td>48461986.08</td>\n",
              "      <td>47851900.31</td>\n",
              "      <td>45277060.12</td>\n",
              "      <td>49469464.64</td>\n",
              "      <td>47565552.04</td>\n",
              "      <td>48209418.30</td>\n",
              "      <td>49676998.37</td>\n",
              "      <td>52622124.54</td>\n",
              "      <td>50899685.24</td>\n",
              "      <td>52995900.80</td>\n",
              "      <td>52448675.67</td>\n",
              "      <td>51139884.41</td>\n",
              "      <td>51554343.17</td>\n",
              "      <td>50517682.78</td>\n",
              "      <td>50834117.85</td>\n",
              "      <td>50622973.33</td>\n",
              "      <td>50719494.87</td>\n",
              "      <td>46991314.91</td>\n",
              "      <td>44964787.45</td>\n",
              "      <td>46197393.28</td>\n",
              "      <td>54409441.05</td>\n",
              "      <td>55180751.48</td>\n",
              "      <td>59808605.59</td>\n",
              "      <td>6197357245.98</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>24 Rio Grande do Norte</td>\n",
              "      <td>5947814.08</td>\n",
              "      <td>9509755.83</td>\n",
              "      <td>10352238.59</td>\n",
              "      <td>10855108.50</td>\n",
              "      <td>11160168.19</td>\n",
              "      <td>10475071.38</td>\n",
              "      <td>11386349.96</td>\n",
              "      <td>10640817.47</td>\n",
              "      <td>11336030.28</td>\n",
              "      <td>10606465.07</td>\n",
              "      <td>10742812.44</td>\n",
              "      <td>10091048.76</td>\n",
              "      <td>9571714.81</td>\n",
              "      <td>10699503.66</td>\n",
              "      <td>11613016.25</td>\n",
              "      <td>9515920.85</td>\n",
              "      <td>12872004.45</td>\n",
              "      <td>12353310.44</td>\n",
              "      <td>12888827.03</td>\n",
              "      <td>13075400.99</td>\n",
              "      <td>13213817.60</td>\n",
              "      <td>13294634.31</td>\n",
              "      <td>13153593.04</td>\n",
              "      <td>13652544.87</td>\n",
              "      <td>12942505.99</td>\n",
              "      <td>12272024.78</td>\n",
              "      <td>13763300.23</td>\n",
              "      <td>13693244.07</td>\n",
              "      <td>13975281.25</td>\n",
              "      <td>12960918.44</td>\n",
              "      <td>13077509.32</td>\n",
              "      <td>14081550.96</td>\n",
              "      <td>13930180.98</td>\n",
              "      <td>13010354.42</td>\n",
              "      <td>12796805.21</td>\n",
              "      <td>13667927.81</td>\n",
              "      <td>13356719.54</td>\n",
              "      <td>13551289.90</td>\n",
              "      <td>14108465.83</td>\n",
              "      <td>...</td>\n",
              "      <td>17755044.87</td>\n",
              "      <td>19054889.16</td>\n",
              "      <td>19795966.53</td>\n",
              "      <td>18795259.74</td>\n",
              "      <td>18444347.90</td>\n",
              "      <td>17298003.50</td>\n",
              "      <td>18311840.01</td>\n",
              "      <td>19130570.55</td>\n",
              "      <td>17631343.47</td>\n",
              "      <td>19842834.93</td>\n",
              "      <td>20774806.62</td>\n",
              "      <td>20789038.18</td>\n",
              "      <td>20137699.72</td>\n",
              "      <td>21652391.73</td>\n",
              "      <td>21629797.35</td>\n",
              "      <td>20189873.01</td>\n",
              "      <td>21332372.73</td>\n",
              "      <td>20581258.13</td>\n",
              "      <td>17227874.04</td>\n",
              "      <td>22503704.70</td>\n",
              "      <td>20181547.44</td>\n",
              "      <td>23086510.42</td>\n",
              "      <td>21820682.35</td>\n",
              "      <td>23588813.89</td>\n",
              "      <td>21530220.97</td>\n",
              "      <td>22229779.85</td>\n",
              "      <td>23120838.46</td>\n",
              "      <td>22455827.10</td>\n",
              "      <td>22262560.18</td>\n",
              "      <td>22920328.67</td>\n",
              "      <td>20947198.83</td>\n",
              "      <td>23095504.81</td>\n",
              "      <td>21643039.57</td>\n",
              "      <td>22434026.56</td>\n",
              "      <td>18738178.92</td>\n",
              "      <td>19443923.12</td>\n",
              "      <td>21466739.79</td>\n",
              "      <td>26302373.94</td>\n",
              "      <td>24929930.72</td>\n",
              "      <td>2477372149.60</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>25 Paraíba</td>\n",
              "      <td>10723002.45</td>\n",
              "      <td>11386274.47</td>\n",
              "      <td>12053643.87</td>\n",
              "      <td>12653528.76</td>\n",
              "      <td>12215107.11</td>\n",
              "      <td>12256928.49</td>\n",
              "      <td>12755413.77</td>\n",
              "      <td>12872578.37</td>\n",
              "      <td>12558296.11</td>\n",
              "      <td>12768727.85</td>\n",
              "      <td>12305712.88</td>\n",
              "      <td>13581860.46</td>\n",
              "      <td>13493164.47</td>\n",
              "      <td>13482978.09</td>\n",
              "      <td>14827006.61</td>\n",
              "      <td>15397556.53</td>\n",
              "      <td>16277442.59</td>\n",
              "      <td>15879160.72</td>\n",
              "      <td>15978811.22</td>\n",
              "      <td>15590347.89</td>\n",
              "      <td>16117680.24</td>\n",
              "      <td>15751691.59</td>\n",
              "      <td>15927662.69</td>\n",
              "      <td>15437528.74</td>\n",
              "      <td>15667869.73</td>\n",
              "      <td>14904848.47</td>\n",
              "      <td>16216133.65</td>\n",
              "      <td>16257606.55</td>\n",
              "      <td>16337751.46</td>\n",
              "      <td>16092332.67</td>\n",
              "      <td>16902253.36</td>\n",
              "      <td>16841142.04</td>\n",
              "      <td>15852904.31</td>\n",
              "      <td>15585573.68</td>\n",
              "      <td>15383927.63</td>\n",
              "      <td>15669807.38</td>\n",
              "      <td>15091719.50</td>\n",
              "      <td>15326392.08</td>\n",
              "      <td>15906613.12</td>\n",
              "      <td>...</td>\n",
              "      <td>16903390.86</td>\n",
              "      <td>17436413.89</td>\n",
              "      <td>18419340.61</td>\n",
              "      <td>18644534.22</td>\n",
              "      <td>18532729.35</td>\n",
              "      <td>18248446.20</td>\n",
              "      <td>17956094.16</td>\n",
              "      <td>16968876.36</td>\n",
              "      <td>17091922.12</td>\n",
              "      <td>17680495.15</td>\n",
              "      <td>18379177.97</td>\n",
              "      <td>18568272.05</td>\n",
              "      <td>18934577.55</td>\n",
              "      <td>19279685.95</td>\n",
              "      <td>19011606.67</td>\n",
              "      <td>18070790.31</td>\n",
              "      <td>18497122.25</td>\n",
              "      <td>18359742.42</td>\n",
              "      <td>17425267.96</td>\n",
              "      <td>18701777.09</td>\n",
              "      <td>18280230.48</td>\n",
              "      <td>19178379.93</td>\n",
              "      <td>18839657.83</td>\n",
              "      <td>21061830.25</td>\n",
              "      <td>19447508.70</td>\n",
              "      <td>19665224.24</td>\n",
              "      <td>20397259.96</td>\n",
              "      <td>19639512.12</td>\n",
              "      <td>19312269.13</td>\n",
              "      <td>19433952.51</td>\n",
              "      <td>18232875.68</td>\n",
              "      <td>17219271.14</td>\n",
              "      <td>17587015.11</td>\n",
              "      <td>17837235.04</td>\n",
              "      <td>16266320.82</td>\n",
              "      <td>14923484.69</td>\n",
              "      <td>17332974.95</td>\n",
              "      <td>26902438.72</td>\n",
              "      <td>22130016.81</td>\n",
              "      <td>2470550104.25</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>26 Pernambuco</td>\n",
              "      <td>14393949.89</td>\n",
              "      <td>24181400.95</td>\n",
              "      <td>29991302.71</td>\n",
              "      <td>34806197.97</td>\n",
              "      <td>32147987.35</td>\n",
              "      <td>32239094.89</td>\n",
              "      <td>32685640.76</td>\n",
              "      <td>35457038.66</td>\n",
              "      <td>33668261.46</td>\n",
              "      <td>30579747.51</td>\n",
              "      <td>31049830.56</td>\n",
              "      <td>36978451.28</td>\n",
              "      <td>31009217.35</td>\n",
              "      <td>32989186.42</td>\n",
              "      <td>35816570.57</td>\n",
              "      <td>35969258.01</td>\n",
              "      <td>38381369.46</td>\n",
              "      <td>37147961.64</td>\n",
              "      <td>37200037.82</td>\n",
              "      <td>37050387.71</td>\n",
              "      <td>37971068.17</td>\n",
              "      <td>39339518.15</td>\n",
              "      <td>38448709.00</td>\n",
              "      <td>36961718.24</td>\n",
              "      <td>35052507.08</td>\n",
              "      <td>32870997.66</td>\n",
              "      <td>36490461.92</td>\n",
              "      <td>39185802.19</td>\n",
              "      <td>39388462.04</td>\n",
              "      <td>38249606.84</td>\n",
              "      <td>36955723.87</td>\n",
              "      <td>40351864.49</td>\n",
              "      <td>37229907.82</td>\n",
              "      <td>40700808.63</td>\n",
              "      <td>41625911.29</td>\n",
              "      <td>39731003.01</td>\n",
              "      <td>38314655.92</td>\n",
              "      <td>38704974.94</td>\n",
              "      <td>38270479.93</td>\n",
              "      <td>...</td>\n",
              "      <td>69573373.69</td>\n",
              "      <td>69762828.96</td>\n",
              "      <td>68099323.25</td>\n",
              "      <td>67999680.35</td>\n",
              "      <td>66978897.02</td>\n",
              "      <td>64734221.71</td>\n",
              "      <td>65819921.92</td>\n",
              "      <td>64529749.62</td>\n",
              "      <td>59258351.04</td>\n",
              "      <td>67792662.95</td>\n",
              "      <td>66491472.88</td>\n",
              "      <td>71014021.26</td>\n",
              "      <td>68679138.11</td>\n",
              "      <td>70741826.35</td>\n",
              "      <td>70554341.99</td>\n",
              "      <td>66806054.81</td>\n",
              "      <td>67067611.96</td>\n",
              "      <td>64375684.10</td>\n",
              "      <td>63347814.94</td>\n",
              "      <td>66767187.21</td>\n",
              "      <td>63012036.07</td>\n",
              "      <td>65485622.52</td>\n",
              "      <td>65026872.36</td>\n",
              "      <td>71675203.64</td>\n",
              "      <td>68052177.03</td>\n",
              "      <td>71002753.56</td>\n",
              "      <td>70105175.96</td>\n",
              "      <td>69751772.00</td>\n",
              "      <td>73231387.37</td>\n",
              "      <td>69912310.76</td>\n",
              "      <td>65707157.96</td>\n",
              "      <td>70148903.54</td>\n",
              "      <td>64813148.37</td>\n",
              "      <td>66199027.74</td>\n",
              "      <td>49206139.44</td>\n",
              "      <td>58837630.45</td>\n",
              "      <td>63987469.53</td>\n",
              "      <td>74192800.58</td>\n",
              "      <td>75704177.72</td>\n",
              "      <td>8046954289.39</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>27 Alagoas</td>\n",
              "      <td>6243726.32</td>\n",
              "      <td>8376622.16</td>\n",
              "      <td>8408336.22</td>\n",
              "      <td>9090794.82</td>\n",
              "      <td>9338771.45</td>\n",
              "      <td>10068210.08</td>\n",
              "      <td>9887061.61</td>\n",
              "      <td>9373432.00</td>\n",
              "      <td>9563580.50</td>\n",
              "      <td>9805242.71</td>\n",
              "      <td>9483679.98</td>\n",
              "      <td>9587276.26</td>\n",
              "      <td>9118308.54</td>\n",
              "      <td>9492457.06</td>\n",
              "      <td>11050019.89</td>\n",
              "      <td>11833838.52</td>\n",
              "      <td>11964555.99</td>\n",
              "      <td>11469923.64</td>\n",
              "      <td>11073104.51</td>\n",
              "      <td>10717711.38</td>\n",
              "      <td>11170853.09</td>\n",
              "      <td>11884312.16</td>\n",
              "      <td>11491215.89</td>\n",
              "      <td>11619807.05</td>\n",
              "      <td>11867279.43</td>\n",
              "      <td>10207108.49</td>\n",
              "      <td>11653866.56</td>\n",
              "      <td>13088703.56</td>\n",
              "      <td>12218895.41</td>\n",
              "      <td>11290459.20</td>\n",
              "      <td>12842411.57</td>\n",
              "      <td>12085466.59</td>\n",
              "      <td>12138067.36</td>\n",
              "      <td>11614892.98</td>\n",
              "      <td>12115995.59</td>\n",
              "      <td>11714057.19</td>\n",
              "      <td>12011224.69</td>\n",
              "      <td>11918819.26</td>\n",
              "      <td>10780789.12</td>\n",
              "      <td>...</td>\n",
              "      <td>16042875.36</td>\n",
              "      <td>16846127.29</td>\n",
              "      <td>16928567.14</td>\n",
              "      <td>15886458.95</td>\n",
              "      <td>16596937.09</td>\n",
              "      <td>15508260.93</td>\n",
              "      <td>15903174.01</td>\n",
              "      <td>16127151.16</td>\n",
              "      <td>16062136.29</td>\n",
              "      <td>15913321.52</td>\n",
              "      <td>16901210.99</td>\n",
              "      <td>17026428.59</td>\n",
              "      <td>16339905.36</td>\n",
              "      <td>17908975.59</td>\n",
              "      <td>16793811.48</td>\n",
              "      <td>18119580.37</td>\n",
              "      <td>17126145.58</td>\n",
              "      <td>16925355.78</td>\n",
              "      <td>15765092.87</td>\n",
              "      <td>15858616.49</td>\n",
              "      <td>17064476.64</td>\n",
              "      <td>17027823.71</td>\n",
              "      <td>16458514.97</td>\n",
              "      <td>17039962.66</td>\n",
              "      <td>17802731.50</td>\n",
              "      <td>18399929.39</td>\n",
              "      <td>16915520.06</td>\n",
              "      <td>16913798.57</td>\n",
              "      <td>17740071.36</td>\n",
              "      <td>16610757.56</td>\n",
              "      <td>16954034.95</td>\n",
              "      <td>16912758.44</td>\n",
              "      <td>15856893.58</td>\n",
              "      <td>16013809.02</td>\n",
              "      <td>15048537.21</td>\n",
              "      <td>14409211.16</td>\n",
              "      <td>15401094.32</td>\n",
              "      <td>18351680.84</td>\n",
              "      <td>19754741.78</td>\n",
              "      <td>2104405303.11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>28 Sergipe</td>\n",
              "      <td>2780750.11</td>\n",
              "      <td>3676483.16</td>\n",
              "      <td>5051473.61</td>\n",
              "      <td>5046063.36</td>\n",
              "      <td>4741151.56</td>\n",
              "      <td>5401259.63</td>\n",
              "      <td>5521904.44</td>\n",
              "      <td>5238398.50</td>\n",
              "      <td>5187912.19</td>\n",
              "      <td>4584068.70</td>\n",
              "      <td>4096786.86</td>\n",
              "      <td>4112620.16</td>\n",
              "      <td>4087554.91</td>\n",
              "      <td>4066137.68</td>\n",
              "      <td>5347746.85</td>\n",
              "      <td>5864474.02</td>\n",
              "      <td>6673113.20</td>\n",
              "      <td>5608324.33</td>\n",
              "      <td>5805868.80</td>\n",
              "      <td>5751986.48</td>\n",
              "      <td>6341601.06</td>\n",
              "      <td>5872206.67</td>\n",
              "      <td>6417612.33</td>\n",
              "      <td>5901811.49</td>\n",
              "      <td>5891195.29</td>\n",
              "      <td>5110036.54</td>\n",
              "      <td>5573525.84</td>\n",
              "      <td>7526762.19</td>\n",
              "      <td>8000159.57</td>\n",
              "      <td>5730613.66</td>\n",
              "      <td>7086244.47</td>\n",
              "      <td>7423825.48</td>\n",
              "      <td>6824254.36</td>\n",
              "      <td>6379269.17</td>\n",
              "      <td>7250384.04</td>\n",
              "      <td>5724769.61</td>\n",
              "      <td>7159572.71</td>\n",
              "      <td>5757338.71</td>\n",
              "      <td>7038966.36</td>\n",
              "      <td>...</td>\n",
              "      <td>8441039.71</td>\n",
              "      <td>8291702.97</td>\n",
              "      <td>9552486.43</td>\n",
              "      <td>8870825.75</td>\n",
              "      <td>9178431.79</td>\n",
              "      <td>7967802.82</td>\n",
              "      <td>7678925.80</td>\n",
              "      <td>8077634.45</td>\n",
              "      <td>7374349.70</td>\n",
              "      <td>8375279.36</td>\n",
              "      <td>9020646.60</td>\n",
              "      <td>9710691.40</td>\n",
              "      <td>8025780.50</td>\n",
              "      <td>9766114.15</td>\n",
              "      <td>10198444.73</td>\n",
              "      <td>9121714.70</td>\n",
              "      <td>10097590.01</td>\n",
              "      <td>9139082.28</td>\n",
              "      <td>8405178.91</td>\n",
              "      <td>9870763.46</td>\n",
              "      <td>9577713.59</td>\n",
              "      <td>9745805.83</td>\n",
              "      <td>10183910.27</td>\n",
              "      <td>11014405.78</td>\n",
              "      <td>9397452.52</td>\n",
              "      <td>9931458.04</td>\n",
              "      <td>9628184.03</td>\n",
              "      <td>10011078.87</td>\n",
              "      <td>10464026.39</td>\n",
              "      <td>9199453.13</td>\n",
              "      <td>8463411.72</td>\n",
              "      <td>9691241.43</td>\n",
              "      <td>9325631.63</td>\n",
              "      <td>8093465.51</td>\n",
              "      <td>8589154.91</td>\n",
              "      <td>8026929.31</td>\n",
              "      <td>8057935.10</td>\n",
              "      <td>10313262.56</td>\n",
              "      <td>11014180.89</td>\n",
              "      <td>1130337049.71</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>29 Bahia</td>\n",
              "      <td>21211522.47</td>\n",
              "      <td>28189304.95</td>\n",
              "      <td>34181483.52</td>\n",
              "      <td>39026934.13</td>\n",
              "      <td>42949566.82</td>\n",
              "      <td>47025972.04</td>\n",
              "      <td>47481695.17</td>\n",
              "      <td>46931248.28</td>\n",
              "      <td>44883379.31</td>\n",
              "      <td>41920011.46</td>\n",
              "      <td>37524744.74</td>\n",
              "      <td>44878936.74</td>\n",
              "      <td>39955776.96</td>\n",
              "      <td>43111707.75</td>\n",
              "      <td>49779947.78</td>\n",
              "      <td>50014602.82</td>\n",
              "      <td>48790551.80</td>\n",
              "      <td>49132821.82</td>\n",
              "      <td>51239968.87</td>\n",
              "      <td>52458246.42</td>\n",
              "      <td>53839068.59</td>\n",
              "      <td>51437189.65</td>\n",
              "      <td>51511419.22</td>\n",
              "      <td>49837755.53</td>\n",
              "      <td>49529112.74</td>\n",
              "      <td>47153215.38</td>\n",
              "      <td>53611971.89</td>\n",
              "      <td>54059176.28</td>\n",
              "      <td>51822435.06</td>\n",
              "      <td>48193723.43</td>\n",
              "      <td>52055936.39</td>\n",
              "      <td>55169480.09</td>\n",
              "      <td>51149469.04</td>\n",
              "      <td>52998868.51</td>\n",
              "      <td>51110199.55</td>\n",
              "      <td>49797380.31</td>\n",
              "      <td>50762560.42</td>\n",
              "      <td>49506095.15</td>\n",
              "      <td>53676261.91</td>\n",
              "      <td>...</td>\n",
              "      <td>72870964.12</td>\n",
              "      <td>63845395.83</td>\n",
              "      <td>63756542.98</td>\n",
              "      <td>72195775.69</td>\n",
              "      <td>78409447.23</td>\n",
              "      <td>71987968.64</td>\n",
              "      <td>64648373.69</td>\n",
              "      <td>68048653.42</td>\n",
              "      <td>64475039.37</td>\n",
              "      <td>67301935.64</td>\n",
              "      <td>70138190.99</td>\n",
              "      <td>72015638.15</td>\n",
              "      <td>68213323.07</td>\n",
              "      <td>73412542.78</td>\n",
              "      <td>74505873.73</td>\n",
              "      <td>71525882.45</td>\n",
              "      <td>74899242.26</td>\n",
              "      <td>73898802.66</td>\n",
              "      <td>67083996.92</td>\n",
              "      <td>69943903.44</td>\n",
              "      <td>63037987.20</td>\n",
              "      <td>70631313.03</td>\n",
              "      <td>75656871.01</td>\n",
              "      <td>74930902.09</td>\n",
              "      <td>72311955.53</td>\n",
              "      <td>78145958.78</td>\n",
              "      <td>79465336.35</td>\n",
              "      <td>75612489.42</td>\n",
              "      <td>75333078.55</td>\n",
              "      <td>73597019.20</td>\n",
              "      <td>71008469.66</td>\n",
              "      <td>72991394.38</td>\n",
              "      <td>70075979.41</td>\n",
              "      <td>73142147.20</td>\n",
              "      <td>62651140.03</td>\n",
              "      <td>64010810.67</td>\n",
              "      <td>69567655.48</td>\n",
              "      <td>83992134.91</td>\n",
              "      <td>80793117.08</td>\n",
              "      <td>9193802684.16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>31 Minas Gerais</td>\n",
              "      <td>45671659.76</td>\n",
              "      <td>70194037.10</td>\n",
              "      <td>79231336.95</td>\n",
              "      <td>77136537.58</td>\n",
              "      <td>80554440.63</td>\n",
              "      <td>94758522.83</td>\n",
              "      <td>85360064.11</td>\n",
              "      <td>84722528.10</td>\n",
              "      <td>84601757.95</td>\n",
              "      <td>85559789.46</td>\n",
              "      <td>78329947.11</td>\n",
              "      <td>86917741.55</td>\n",
              "      <td>91374305.25</td>\n",
              "      <td>90153672.61</td>\n",
              "      <td>95290591.54</td>\n",
              "      <td>94091211.77</td>\n",
              "      <td>99076844.10</td>\n",
              "      <td>96189182.42</td>\n",
              "      <td>102754354.58</td>\n",
              "      <td>100080062.68</td>\n",
              "      <td>96911075.38</td>\n",
              "      <td>97956440.66</td>\n",
              "      <td>100726279.56</td>\n",
              "      <td>95354390.87</td>\n",
              "      <td>99017646.65</td>\n",
              "      <td>91519360.96</td>\n",
              "      <td>101602091.09</td>\n",
              "      <td>102020854.18</td>\n",
              "      <td>103346519.08</td>\n",
              "      <td>102489257.42</td>\n",
              "      <td>104427655.72</td>\n",
              "      <td>104334532.58</td>\n",
              "      <td>102057421.34</td>\n",
              "      <td>102296496.62</td>\n",
              "      <td>104624739.27</td>\n",
              "      <td>106029536.34</td>\n",
              "      <td>102848906.27</td>\n",
              "      <td>103097090.32</td>\n",
              "      <td>107148899.31</td>\n",
              "      <td>...</td>\n",
              "      <td>143284103.88</td>\n",
              "      <td>146849636.29</td>\n",
              "      <td>152645703.34</td>\n",
              "      <td>144488574.05</td>\n",
              "      <td>143939472.31</td>\n",
              "      <td>145123339.34</td>\n",
              "      <td>142848565.53</td>\n",
              "      <td>143158486.97</td>\n",
              "      <td>136705143.41</td>\n",
              "      <td>149829968.56</td>\n",
              "      <td>149894503.75</td>\n",
              "      <td>151546897.83</td>\n",
              "      <td>151514201.61</td>\n",
              "      <td>156680218.93</td>\n",
              "      <td>154281495.01</td>\n",
              "      <td>153867888.29</td>\n",
              "      <td>151228318.67</td>\n",
              "      <td>144867656.44</td>\n",
              "      <td>146715346.61</td>\n",
              "      <td>154066649.81</td>\n",
              "      <td>147968852.80</td>\n",
              "      <td>153459790.69</td>\n",
              "      <td>156777495.40</td>\n",
              "      <td>162963014.15</td>\n",
              "      <td>154830086.49</td>\n",
              "      <td>166207471.07</td>\n",
              "      <td>164287071.70</td>\n",
              "      <td>156567882.88</td>\n",
              "      <td>165120780.19</td>\n",
              "      <td>153006371.54</td>\n",
              "      <td>153880105.15</td>\n",
              "      <td>159196641.54</td>\n",
              "      <td>150118896.34</td>\n",
              "      <td>142773027.09</td>\n",
              "      <td>133340766.09</td>\n",
              "      <td>133388804.72</td>\n",
              "      <td>139699763.30</td>\n",
              "      <td>164891823.64</td>\n",
              "      <td>168024412.95</td>\n",
              "      <td>19160106499.88</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>32 Espírito Santo</td>\n",
              "      <td>5456723.98</td>\n",
              "      <td>9102212.86</td>\n",
              "      <td>10249595.97</td>\n",
              "      <td>11253833.56</td>\n",
              "      <td>10198619.17</td>\n",
              "      <td>13364258.29</td>\n",
              "      <td>13035374.08</td>\n",
              "      <td>12588595.77</td>\n",
              "      <td>12727433.30</td>\n",
              "      <td>12656039.16</td>\n",
              "      <td>11456719.61</td>\n",
              "      <td>13797101.01</td>\n",
              "      <td>11872595.72</td>\n",
              "      <td>13159401.04</td>\n",
              "      <td>14112825.59</td>\n",
              "      <td>14441001.76</td>\n",
              "      <td>15869485.76</td>\n",
              "      <td>14289482.15</td>\n",
              "      <td>14759638.93</td>\n",
              "      <td>15682021.10</td>\n",
              "      <td>15382323.46</td>\n",
              "      <td>15580269.47</td>\n",
              "      <td>14614727.18</td>\n",
              "      <td>13389707.31</td>\n",
              "      <td>15195270.91</td>\n",
              "      <td>14089292.07</td>\n",
              "      <td>14860459.56</td>\n",
              "      <td>14590678.01</td>\n",
              "      <td>15551855.16</td>\n",
              "      <td>15094272.62</td>\n",
              "      <td>15891427.56</td>\n",
              "      <td>15427295.84</td>\n",
              "      <td>16004656.88</td>\n",
              "      <td>16310380.44</td>\n",
              "      <td>15484092.44</td>\n",
              "      <td>16640338.44</td>\n",
              "      <td>16133664.94</td>\n",
              "      <td>15161413.45</td>\n",
              "      <td>17382070.61</td>\n",
              "      <td>...</td>\n",
              "      <td>27029630.04</td>\n",
              "      <td>26530798.94</td>\n",
              "      <td>25867248.28</td>\n",
              "      <td>25262466.33</td>\n",
              "      <td>26309234.34</td>\n",
              "      <td>26485310.14</td>\n",
              "      <td>25493804.70</td>\n",
              "      <td>26870384.24</td>\n",
              "      <td>24762482.38</td>\n",
              "      <td>23992070.32</td>\n",
              "      <td>25580754.91</td>\n",
              "      <td>27047091.49</td>\n",
              "      <td>24431385.84</td>\n",
              "      <td>25130378.43</td>\n",
              "      <td>26009340.50</td>\n",
              "      <td>24685731.90</td>\n",
              "      <td>26243877.36</td>\n",
              "      <td>24170075.47</td>\n",
              "      <td>24502056.39</td>\n",
              "      <td>25005409.89</td>\n",
              "      <td>24433360.41</td>\n",
              "      <td>24489441.43</td>\n",
              "      <td>23966073.21</td>\n",
              "      <td>27678894.71</td>\n",
              "      <td>26257287.18</td>\n",
              "      <td>29321032.62</td>\n",
              "      <td>28080023.93</td>\n",
              "      <td>27494948.06</td>\n",
              "      <td>28981301.17</td>\n",
              "      <td>26560507.36</td>\n",
              "      <td>27447261.00</td>\n",
              "      <td>27904907.76</td>\n",
              "      <td>26290107.37</td>\n",
              "      <td>26533465.80</td>\n",
              "      <td>25035646.74</td>\n",
              "      <td>29020427.51</td>\n",
              "      <td>28942645.28</td>\n",
              "      <td>33290880.33</td>\n",
              "      <td>32188873.88</td>\n",
              "      <td>3139189177.73</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>33 Rio de Janeiro</td>\n",
              "      <td>23025258.52</td>\n",
              "      <td>28394310.93</td>\n",
              "      <td>44567062.94</td>\n",
              "      <td>44054604.82</td>\n",
              "      <td>44911021.15</td>\n",
              "      <td>48056212.24</td>\n",
              "      <td>49872379.35</td>\n",
              "      <td>50912706.60</td>\n",
              "      <td>49270352.76</td>\n",
              "      <td>46434912.38</td>\n",
              "      <td>39907347.52</td>\n",
              "      <td>50581613.99</td>\n",
              "      <td>46203403.72</td>\n",
              "      <td>47094280.97</td>\n",
              "      <td>50808893.61</td>\n",
              "      <td>49188045.37</td>\n",
              "      <td>54038727.15</td>\n",
              "      <td>50720818.82</td>\n",
              "      <td>55050238.31</td>\n",
              "      <td>56202711.73</td>\n",
              "      <td>52027721.77</td>\n",
              "      <td>52063748.46</td>\n",
              "      <td>54304571.03</td>\n",
              "      <td>49771259.00</td>\n",
              "      <td>47245572.10</td>\n",
              "      <td>50655914.79</td>\n",
              "      <td>56116554.62</td>\n",
              "      <td>52070900.49</td>\n",
              "      <td>59396969.31</td>\n",
              "      <td>56866124.20</td>\n",
              "      <td>59807297.10</td>\n",
              "      <td>60274646.13</td>\n",
              "      <td>56849693.50</td>\n",
              "      <td>56972506.41</td>\n",
              "      <td>56226392.98</td>\n",
              "      <td>55766722.97</td>\n",
              "      <td>54468513.71</td>\n",
              "      <td>54490908.51</td>\n",
              "      <td>57189879.36</td>\n",
              "      <td>...</td>\n",
              "      <td>72248657.15</td>\n",
              "      <td>75302602.85</td>\n",
              "      <td>77717421.67</td>\n",
              "      <td>72622372.14</td>\n",
              "      <td>74953056.26</td>\n",
              "      <td>72548265.05</td>\n",
              "      <td>71176514.15</td>\n",
              "      <td>72530675.81</td>\n",
              "      <td>70910964.45</td>\n",
              "      <td>75601732.47</td>\n",
              "      <td>75998173.43</td>\n",
              "      <td>78033245.14</td>\n",
              "      <td>77683410.80</td>\n",
              "      <td>83733892.75</td>\n",
              "      <td>80453782.86</td>\n",
              "      <td>77382979.88</td>\n",
              "      <td>79404597.67</td>\n",
              "      <td>75075912.42</td>\n",
              "      <td>71286431.83</td>\n",
              "      <td>80140801.94</td>\n",
              "      <td>73535570.78</td>\n",
              "      <td>76151310.63</td>\n",
              "      <td>75853453.40</td>\n",
              "      <td>86637168.69</td>\n",
              "      <td>80125747.75</td>\n",
              "      <td>89924590.66</td>\n",
              "      <td>85720860.09</td>\n",
              "      <td>82971188.30</td>\n",
              "      <td>86392490.58</td>\n",
              "      <td>80843671.61</td>\n",
              "      <td>78579849.30</td>\n",
              "      <td>83186258.72</td>\n",
              "      <td>76116203.22</td>\n",
              "      <td>77004637.47</td>\n",
              "      <td>71403516.21</td>\n",
              "      <td>85094073.33</td>\n",
              "      <td>91507444.94</td>\n",
              "      <td>98722687.54</td>\n",
              "      <td>95274486.35</td>\n",
              "      <td>9696364115.11</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>35 São Paulo</td>\n",
              "      <td>91678473.48</td>\n",
              "      <td>148677526.82</td>\n",
              "      <td>156087269.23</td>\n",
              "      <td>161227125.43</td>\n",
              "      <td>187119397.64</td>\n",
              "      <td>187291126.07</td>\n",
              "      <td>194398399.48</td>\n",
              "      <td>184854516.35</td>\n",
              "      <td>188636359.55</td>\n",
              "      <td>179706467.00</td>\n",
              "      <td>167990352.53</td>\n",
              "      <td>191857317.83</td>\n",
              "      <td>182797194.35</td>\n",
              "      <td>186855294.82</td>\n",
              "      <td>212777859.48</td>\n",
              "      <td>203186114.01</td>\n",
              "      <td>217040531.70</td>\n",
              "      <td>217195249.91</td>\n",
              "      <td>220761157.51</td>\n",
              "      <td>232536720.14</td>\n",
              "      <td>220292973.66</td>\n",
              "      <td>221987951.33</td>\n",
              "      <td>220117480.90</td>\n",
              "      <td>209094405.40</td>\n",
              "      <td>214565774.66</td>\n",
              "      <td>203116173.19</td>\n",
              "      <td>227248380.06</td>\n",
              "      <td>231543598.66</td>\n",
              "      <td>230188803.42</td>\n",
              "      <td>226021072.14</td>\n",
              "      <td>229662643.34</td>\n",
              "      <td>234530618.12</td>\n",
              "      <td>233453453.42</td>\n",
              "      <td>221127119.42</td>\n",
              "      <td>239790045.49</td>\n",
              "      <td>236929144.68</td>\n",
              "      <td>227533337.27</td>\n",
              "      <td>231062206.94</td>\n",
              "      <td>241947462.16</td>\n",
              "      <td>...</td>\n",
              "      <td>270596412.47</td>\n",
              "      <td>297881361.74</td>\n",
              "      <td>297309345.90</td>\n",
              "      <td>280813753.04</td>\n",
              "      <td>285740593.74</td>\n",
              "      <td>280768835.63</td>\n",
              "      <td>280080500.10</td>\n",
              "      <td>279203782.81</td>\n",
              "      <td>269524844.81</td>\n",
              "      <td>286775733.92</td>\n",
              "      <td>289711791.16</td>\n",
              "      <td>293104281.74</td>\n",
              "      <td>287922148.67</td>\n",
              "      <td>291524922.05</td>\n",
              "      <td>298702204.56</td>\n",
              "      <td>282739086.76</td>\n",
              "      <td>295671659.07</td>\n",
              "      <td>283947815.42</td>\n",
              "      <td>283179040.80</td>\n",
              "      <td>298180056.65</td>\n",
              "      <td>279427204.24</td>\n",
              "      <td>288819396.39</td>\n",
              "      <td>297834670.24</td>\n",
              "      <td>303889049.22</td>\n",
              "      <td>293587709.50</td>\n",
              "      <td>305033842.80</td>\n",
              "      <td>313868712.55</td>\n",
              "      <td>298547868.27</td>\n",
              "      <td>310847061.00</td>\n",
              "      <td>292851698.72</td>\n",
              "      <td>284749770.52</td>\n",
              "      <td>304505286.22</td>\n",
              "      <td>288872273.89</td>\n",
              "      <td>297335842.20</td>\n",
              "      <td>251320040.41</td>\n",
              "      <td>272486957.70</td>\n",
              "      <td>306425499.30</td>\n",
              "      <td>366721243.71</td>\n",
              "      <td>346512263.17</td>\n",
              "      <td>38929549655.89</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>41 Paraná</td>\n",
              "      <td>38266347.46</td>\n",
              "      <td>55384670.52</td>\n",
              "      <td>53801318.85</td>\n",
              "      <td>52460306.69</td>\n",
              "      <td>54419620.71</td>\n",
              "      <td>57811688.48</td>\n",
              "      <td>58094241.83</td>\n",
              "      <td>56982774.90</td>\n",
              "      <td>57549082.26</td>\n",
              "      <td>57121887.41</td>\n",
              "      <td>53117936.61</td>\n",
              "      <td>63910909.46</td>\n",
              "      <td>64523066.04</td>\n",
              "      <td>60783727.39</td>\n",
              "      <td>65633573.31</td>\n",
              "      <td>64759375.78</td>\n",
              "      <td>65902215.41</td>\n",
              "      <td>66280753.00</td>\n",
              "      <td>69158603.32</td>\n",
              "      <td>68256573.41</td>\n",
              "      <td>65843824.73</td>\n",
              "      <td>66394412.26</td>\n",
              "      <td>66395558.19</td>\n",
              "      <td>67070814.17</td>\n",
              "      <td>65492818.75</td>\n",
              "      <td>62237724.45</td>\n",
              "      <td>70702537.78</td>\n",
              "      <td>70374693.61</td>\n",
              "      <td>72058180.69</td>\n",
              "      <td>71935547.82</td>\n",
              "      <td>72371869.39</td>\n",
              "      <td>74708055.69</td>\n",
              "      <td>72785908.90</td>\n",
              "      <td>72851750.47</td>\n",
              "      <td>75595725.52</td>\n",
              "      <td>74366096.98</td>\n",
              "      <td>75110313.47</td>\n",
              "      <td>72128616.95</td>\n",
              "      <td>73759982.82</td>\n",
              "      <td>...</td>\n",
              "      <td>110695749.67</td>\n",
              "      <td>116359245.54</td>\n",
              "      <td>117872309.11</td>\n",
              "      <td>111878379.52</td>\n",
              "      <td>115332028.47</td>\n",
              "      <td>114669021.47</td>\n",
              "      <td>115173908.32</td>\n",
              "      <td>118799559.86</td>\n",
              "      <td>110307818.83</td>\n",
              "      <td>116630188.99</td>\n",
              "      <td>120061032.48</td>\n",
              "      <td>121360733.68</td>\n",
              "      <td>122174618.88</td>\n",
              "      <td>124610255.04</td>\n",
              "      <td>127874482.35</td>\n",
              "      <td>123933024.51</td>\n",
              "      <td>125316844.05</td>\n",
              "      <td>125317336.68</td>\n",
              "      <td>117528767.93</td>\n",
              "      <td>122460918.04</td>\n",
              "      <td>119836506.38</td>\n",
              "      <td>123286810.02</td>\n",
              "      <td>120177202.18</td>\n",
              "      <td>126481772.97</td>\n",
              "      <td>125528571.51</td>\n",
              "      <td>125978907.59</td>\n",
              "      <td>126174536.45</td>\n",
              "      <td>126954366.08</td>\n",
              "      <td>131578320.06</td>\n",
              "      <td>127090701.66</td>\n",
              "      <td>117896293.89</td>\n",
              "      <td>122349509.69</td>\n",
              "      <td>127000113.31</td>\n",
              "      <td>117308075.66</td>\n",
              "      <td>94599403.51</td>\n",
              "      <td>107503816.77</td>\n",
              "      <td>96977288.37</td>\n",
              "      <td>109658360.43</td>\n",
              "      <td>129375911.54</td>\n",
              "      <td>13786964617.27</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>42 Santa Catarina</td>\n",
              "      <td>16504913.45</td>\n",
              "      <td>25651429.11</td>\n",
              "      <td>26743524.89</td>\n",
              "      <td>27181488.26</td>\n",
              "      <td>26845308.18</td>\n",
              "      <td>29909762.04</td>\n",
              "      <td>30789135.84</td>\n",
              "      <td>31250854.33</td>\n",
              "      <td>30019676.93</td>\n",
              "      <td>31957603.59</td>\n",
              "      <td>25115484.86</td>\n",
              "      <td>30778152.01</td>\n",
              "      <td>35330776.38</td>\n",
              "      <td>29003233.40</td>\n",
              "      <td>34665661.11</td>\n",
              "      <td>33835731.44</td>\n",
              "      <td>35240482.92</td>\n",
              "      <td>34559792.10</td>\n",
              "      <td>37817434.39</td>\n",
              "      <td>37259106.98</td>\n",
              "      <td>37380382.93</td>\n",
              "      <td>35782563.69</td>\n",
              "      <td>37345105.77</td>\n",
              "      <td>33887220.81</td>\n",
              "      <td>35965111.20</td>\n",
              "      <td>30499828.80</td>\n",
              "      <td>35106629.49</td>\n",
              "      <td>38016215.79</td>\n",
              "      <td>36075962.56</td>\n",
              "      <td>36549557.80</td>\n",
              "      <td>37410644.46</td>\n",
              "      <td>39238540.97</td>\n",
              "      <td>38081890.14</td>\n",
              "      <td>38789877.44</td>\n",
              "      <td>39827583.98</td>\n",
              "      <td>38814557.50</td>\n",
              "      <td>36415863.91</td>\n",
              "      <td>36721508.61</td>\n",
              "      <td>37996132.34</td>\n",
              "      <td>...</td>\n",
              "      <td>58396222.86</td>\n",
              "      <td>57247011.50</td>\n",
              "      <td>60460918.42</td>\n",
              "      <td>56263507.69</td>\n",
              "      <td>56883543.13</td>\n",
              "      <td>55604043.98</td>\n",
              "      <td>54055792.10</td>\n",
              "      <td>53712418.95</td>\n",
              "      <td>51298668.32</td>\n",
              "      <td>58770698.10</td>\n",
              "      <td>60288827.83</td>\n",
              "      <td>60659252.20</td>\n",
              "      <td>62213666.20</td>\n",
              "      <td>61278050.72</td>\n",
              "      <td>62730906.87</td>\n",
              "      <td>61636890.45</td>\n",
              "      <td>63327187.97</td>\n",
              "      <td>59766664.18</td>\n",
              "      <td>55708713.29</td>\n",
              "      <td>58896965.31</td>\n",
              "      <td>57420491.79</td>\n",
              "      <td>58250110.95</td>\n",
              "      <td>61028085.60</td>\n",
              "      <td>64937709.40</td>\n",
              "      <td>63504945.54</td>\n",
              "      <td>66591656.76</td>\n",
              "      <td>68439538.79</td>\n",
              "      <td>67131286.74</td>\n",
              "      <td>67946962.52</td>\n",
              "      <td>62694674.96</td>\n",
              "      <td>62332394.92</td>\n",
              "      <td>60158459.38</td>\n",
              "      <td>63618122.76</td>\n",
              "      <td>61740647.35</td>\n",
              "      <td>51544849.24</td>\n",
              "      <td>55111547.06</td>\n",
              "      <td>54457911.56</td>\n",
              "      <td>63467828.84</td>\n",
              "      <td>63972379.36</td>\n",
              "      <td>7324100054.96</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>43 Rio Grande do Sul</td>\n",
              "      <td>30931325.46</td>\n",
              "      <td>57363420.01</td>\n",
              "      <td>51547794.07</td>\n",
              "      <td>56673338.49</td>\n",
              "      <td>48397733.07</td>\n",
              "      <td>52413429.62</td>\n",
              "      <td>56636376.98</td>\n",
              "      <td>56113054.70</td>\n",
              "      <td>55356224.30</td>\n",
              "      <td>53637713.13</td>\n",
              "      <td>53699506.08</td>\n",
              "      <td>58730379.58</td>\n",
              "      <td>57629317.06</td>\n",
              "      <td>58779088.02</td>\n",
              "      <td>63366430.89</td>\n",
              "      <td>62200230.97</td>\n",
              "      <td>61683824.68</td>\n",
              "      <td>62495363.90</td>\n",
              "      <td>64614271.83</td>\n",
              "      <td>66457445.34</td>\n",
              "      <td>66425009.36</td>\n",
              "      <td>65782428.73</td>\n",
              "      <td>63714541.87</td>\n",
              "      <td>64488493.88</td>\n",
              "      <td>66304168.50</td>\n",
              "      <td>61527419.52</td>\n",
              "      <td>62490522.38</td>\n",
              "      <td>66814413.40</td>\n",
              "      <td>67900518.35</td>\n",
              "      <td>64799726.75</td>\n",
              "      <td>68518232.07</td>\n",
              "      <td>68731297.03</td>\n",
              "      <td>66174969.16</td>\n",
              "      <td>66891309.48</td>\n",
              "      <td>67456434.73</td>\n",
              "      <td>67096302.52</td>\n",
              "      <td>60754144.32</td>\n",
              "      <td>58884339.85</td>\n",
              "      <td>66205364.40</td>\n",
              "      <td>...</td>\n",
              "      <td>89585823.81</td>\n",
              "      <td>96174533.70</td>\n",
              "      <td>92176170.61</td>\n",
              "      <td>94228360.83</td>\n",
              "      <td>90655015.78</td>\n",
              "      <td>91242720.70</td>\n",
              "      <td>82934746.93</td>\n",
              "      <td>88817066.36</td>\n",
              "      <td>80572288.45</td>\n",
              "      <td>87419899.25</td>\n",
              "      <td>89396935.52</td>\n",
              "      <td>88148251.61</td>\n",
              "      <td>90754504.49</td>\n",
              "      <td>89093690.14</td>\n",
              "      <td>94010888.97</td>\n",
              "      <td>93664724.68</td>\n",
              "      <td>90025945.36</td>\n",
              "      <td>93081292.31</td>\n",
              "      <td>89050712.34</td>\n",
              "      <td>89664703.23</td>\n",
              "      <td>89259306.50</td>\n",
              "      <td>85585754.75</td>\n",
              "      <td>95152786.47</td>\n",
              "      <td>94163838.23</td>\n",
              "      <td>92237333.46</td>\n",
              "      <td>102298314.76</td>\n",
              "      <td>100260145.30</td>\n",
              "      <td>95917106.56</td>\n",
              "      <td>102331615.05</td>\n",
              "      <td>93971904.79</td>\n",
              "      <td>90775418.13</td>\n",
              "      <td>94908336.74</td>\n",
              "      <td>91437940.91</td>\n",
              "      <td>102876132.83</td>\n",
              "      <td>83000318.02</td>\n",
              "      <td>82381774.95</td>\n",
              "      <td>86051002.13</td>\n",
              "      <td>100531035.83</td>\n",
              "      <td>101374341.51</td>\n",
              "      <td>11958647088.33</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>50 Mato Grosso do Sul</td>\n",
              "      <td>5377392.11</td>\n",
              "      <td>7002472.61</td>\n",
              "      <td>8423933.19</td>\n",
              "      <td>8797487.68</td>\n",
              "      <td>9770421.80</td>\n",
              "      <td>10905392.18</td>\n",
              "      <td>10249299.82</td>\n",
              "      <td>9671553.45</td>\n",
              "      <td>10218511.05</td>\n",
              "      <td>9547923.55</td>\n",
              "      <td>9450010.19</td>\n",
              "      <td>8365709.79</td>\n",
              "      <td>10033643.71</td>\n",
              "      <td>10746263.10</td>\n",
              "      <td>10849523.03</td>\n",
              "      <td>10902848.13</td>\n",
              "      <td>11991649.26</td>\n",
              "      <td>12050259.66</td>\n",
              "      <td>12174950.98</td>\n",
              "      <td>11178470.01</td>\n",
              "      <td>11997775.92</td>\n",
              "      <td>11686533.15</td>\n",
              "      <td>10756188.43</td>\n",
              "      <td>10565385.71</td>\n",
              "      <td>12148432.58</td>\n",
              "      <td>11270972.80</td>\n",
              "      <td>11947693.50</td>\n",
              "      <td>11435565.54</td>\n",
              "      <td>12392541.52</td>\n",
              "      <td>12441459.98</td>\n",
              "      <td>12025317.84</td>\n",
              "      <td>12353546.78</td>\n",
              "      <td>12381792.58</td>\n",
              "      <td>12340247.31</td>\n",
              "      <td>12467693.91</td>\n",
              "      <td>12356930.32</td>\n",
              "      <td>11209008.55</td>\n",
              "      <td>9656677.02</td>\n",
              "      <td>13698836.79</td>\n",
              "      <td>...</td>\n",
              "      <td>15676843.15</td>\n",
              "      <td>16956118.78</td>\n",
              "      <td>17043069.32</td>\n",
              "      <td>17477126.81</td>\n",
              "      <td>15488155.75</td>\n",
              "      <td>16596703.72</td>\n",
              "      <td>15353997.67</td>\n",
              "      <td>16320629.25</td>\n",
              "      <td>18448053.83</td>\n",
              "      <td>16620321.36</td>\n",
              "      <td>16682027.02</td>\n",
              "      <td>17555832.83</td>\n",
              "      <td>17357780.20</td>\n",
              "      <td>17090876.79</td>\n",
              "      <td>16468255.95</td>\n",
              "      <td>17395858.50</td>\n",
              "      <td>16259261.13</td>\n",
              "      <td>16390075.24</td>\n",
              "      <td>15350893.92</td>\n",
              "      <td>17108719.02</td>\n",
              "      <td>17713810.57</td>\n",
              "      <td>16882690.96</td>\n",
              "      <td>18253870.27</td>\n",
              "      <td>17778458.45</td>\n",
              "      <td>18387822.48</td>\n",
              "      <td>19870933.20</td>\n",
              "      <td>18913862.69</td>\n",
              "      <td>19591383.84</td>\n",
              "      <td>18935437.09</td>\n",
              "      <td>17230688.81</td>\n",
              "      <td>17895244.76</td>\n",
              "      <td>18115134.64</td>\n",
              "      <td>19542439.88</td>\n",
              "      <td>19032785.73</td>\n",
              "      <td>17410262.53</td>\n",
              "      <td>17913161.92</td>\n",
              "      <td>17331445.92</td>\n",
              "      <td>18755557.92</td>\n",
              "      <td>19241624.02</td>\n",
              "      <td>2172157981.36</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>51 Mato Grosso</td>\n",
              "      <td>4795299.01</td>\n",
              "      <td>8684882.23</td>\n",
              "      <td>7886243.14</td>\n",
              "      <td>8794109.79</td>\n",
              "      <td>9231645.40</td>\n",
              "      <td>10221763.77</td>\n",
              "      <td>9163314.28</td>\n",
              "      <td>9243148.81</td>\n",
              "      <td>9052354.89</td>\n",
              "      <td>9677093.95</td>\n",
              "      <td>7150345.50</td>\n",
              "      <td>10421826.32</td>\n",
              "      <td>9939399.66</td>\n",
              "      <td>9332546.32</td>\n",
              "      <td>11965500.15</td>\n",
              "      <td>11185014.96</td>\n",
              "      <td>12058150.55</td>\n",
              "      <td>11635436.04</td>\n",
              "      <td>11698836.48</td>\n",
              "      <td>11823239.61</td>\n",
              "      <td>10810420.65</td>\n",
              "      <td>12130636.06</td>\n",
              "      <td>11574096.75</td>\n",
              "      <td>10726251.53</td>\n",
              "      <td>12364760.67</td>\n",
              "      <td>11382133.07</td>\n",
              "      <td>11947040.32</td>\n",
              "      <td>12233217.84</td>\n",
              "      <td>12656421.09</td>\n",
              "      <td>11263407.74</td>\n",
              "      <td>12795267.96</td>\n",
              "      <td>12805173.87</td>\n",
              "      <td>12171713.91</td>\n",
              "      <td>11961452.83</td>\n",
              "      <td>11777799.00</td>\n",
              "      <td>11142684.27</td>\n",
              "      <td>11709080.86</td>\n",
              "      <td>11149107.81</td>\n",
              "      <td>12381255.67</td>\n",
              "      <td>...</td>\n",
              "      <td>15509614.84</td>\n",
              "      <td>16372281.19</td>\n",
              "      <td>16231682.70</td>\n",
              "      <td>16044219.39</td>\n",
              "      <td>16146542.89</td>\n",
              "      <td>15487676.02</td>\n",
              "      <td>14770731.99</td>\n",
              "      <td>17253950.09</td>\n",
              "      <td>14789801.16</td>\n",
              "      <td>17498946.87</td>\n",
              "      <td>16279852.74</td>\n",
              "      <td>16103988.77</td>\n",
              "      <td>15883977.51</td>\n",
              "      <td>17163673.03</td>\n",
              "      <td>15569285.17</td>\n",
              "      <td>15630276.46</td>\n",
              "      <td>15838064.68</td>\n",
              "      <td>14815961.13</td>\n",
              "      <td>13853034.99</td>\n",
              "      <td>14229113.36</td>\n",
              "      <td>15288698.79</td>\n",
              "      <td>16045499.92</td>\n",
              "      <td>15890208.95</td>\n",
              "      <td>16092716.67</td>\n",
              "      <td>16699780.69</td>\n",
              "      <td>16314811.22</td>\n",
              "      <td>16763581.32</td>\n",
              "      <td>15608982.84</td>\n",
              "      <td>15855641.23</td>\n",
              "      <td>15811477.04</td>\n",
              "      <td>15029205.51</td>\n",
              "      <td>15249241.20</td>\n",
              "      <td>15046851.63</td>\n",
              "      <td>14886817.29</td>\n",
              "      <td>12546999.04</td>\n",
              "      <td>13604225.34</td>\n",
              "      <td>13151005.63</td>\n",
              "      <td>16371639.49</td>\n",
              "      <td>17790649.87</td>\n",
              "      <td>2036923784.59</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>52 Goiás</td>\n",
              "      <td>15310637.29</td>\n",
              "      <td>22258668.68</td>\n",
              "      <td>21442515.75</td>\n",
              "      <td>20921212.45</td>\n",
              "      <td>21615970.67</td>\n",
              "      <td>18270043.87</td>\n",
              "      <td>20540517.13</td>\n",
              "      <td>20650730.67</td>\n",
              "      <td>20868443.56</td>\n",
              "      <td>20621423.04</td>\n",
              "      <td>17094580.10</td>\n",
              "      <td>21615561.61</td>\n",
              "      <td>20678552.05</td>\n",
              "      <td>23043942.78</td>\n",
              "      <td>23334312.45</td>\n",
              "      <td>23508108.16</td>\n",
              "      <td>23947606.91</td>\n",
              "      <td>24369848.15</td>\n",
              "      <td>24577126.64</td>\n",
              "      <td>24372626.65</td>\n",
              "      <td>25227845.74</td>\n",
              "      <td>24746686.90</td>\n",
              "      <td>24628958.50</td>\n",
              "      <td>25524615.37</td>\n",
              "      <td>23352380.22</td>\n",
              "      <td>23520045.07</td>\n",
              "      <td>25369725.89</td>\n",
              "      <td>24404417.42</td>\n",
              "      <td>24987745.86</td>\n",
              "      <td>24954391.09</td>\n",
              "      <td>25711601.13</td>\n",
              "      <td>27198788.35</td>\n",
              "      <td>26672124.45</td>\n",
              "      <td>24964871.71</td>\n",
              "      <td>25671135.81</td>\n",
              "      <td>25260713.05</td>\n",
              "      <td>25171493.79</td>\n",
              "      <td>26401745.02</td>\n",
              "      <td>29060487.72</td>\n",
              "      <td>...</td>\n",
              "      <td>35061574.61</td>\n",
              "      <td>34374096.65</td>\n",
              "      <td>35314254.06</td>\n",
              "      <td>35452231.80</td>\n",
              "      <td>34270824.00</td>\n",
              "      <td>34456384.52</td>\n",
              "      <td>34331316.98</td>\n",
              "      <td>32756500.63</td>\n",
              "      <td>29752825.71</td>\n",
              "      <td>35353238.97</td>\n",
              "      <td>33126994.54</td>\n",
              "      <td>33321916.56</td>\n",
              "      <td>35536937.30</td>\n",
              "      <td>35009953.87</td>\n",
              "      <td>33899286.36</td>\n",
              "      <td>33936535.21</td>\n",
              "      <td>34482719.13</td>\n",
              "      <td>33695646.06</td>\n",
              "      <td>36347762.27</td>\n",
              "      <td>35162665.51</td>\n",
              "      <td>33658226.73</td>\n",
              "      <td>36733253.84</td>\n",
              "      <td>36260374.54</td>\n",
              "      <td>38159986.89</td>\n",
              "      <td>37236918.46</td>\n",
              "      <td>37769227.09</td>\n",
              "      <td>37979735.24</td>\n",
              "      <td>37470451.41</td>\n",
              "      <td>37308356.33</td>\n",
              "      <td>35709559.20</td>\n",
              "      <td>34873099.14</td>\n",
              "      <td>35775375.69</td>\n",
              "      <td>35005746.36</td>\n",
              "      <td>34793993.14</td>\n",
              "      <td>30896577.34</td>\n",
              "      <td>34305180.56</td>\n",
              "      <td>35701473.15</td>\n",
              "      <td>39405050.36</td>\n",
              "      <td>43984702.05</td>\n",
              "      <td>4657350310.70</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>53 Distrito Federal</td>\n",
              "      <td>4745919.19</td>\n",
              "      <td>7632480.67</td>\n",
              "      <td>9647203.26</td>\n",
              "      <td>11098732.99</td>\n",
              "      <td>12891719.72</td>\n",
              "      <td>12850125.67</td>\n",
              "      <td>12565646.74</td>\n",
              "      <td>13710857.89</td>\n",
              "      <td>13165106.20</td>\n",
              "      <td>15048607.23</td>\n",
              "      <td>11343166.62</td>\n",
              "      <td>14727561.06</td>\n",
              "      <td>12448821.12</td>\n",
              "      <td>10378991.59</td>\n",
              "      <td>13844384.56</td>\n",
              "      <td>13014468.49</td>\n",
              "      <td>15199322.19</td>\n",
              "      <td>15839446.00</td>\n",
              "      <td>14075642.84</td>\n",
              "      <td>15070287.19</td>\n",
              "      <td>14487053.32</td>\n",
              "      <td>14794759.93</td>\n",
              "      <td>13970147.70</td>\n",
              "      <td>12231919.68</td>\n",
              "      <td>14152357.41</td>\n",
              "      <td>12797956.47</td>\n",
              "      <td>14766108.89</td>\n",
              "      <td>14251503.37</td>\n",
              "      <td>13992321.87</td>\n",
              "      <td>13029712.13</td>\n",
              "      <td>13731431.47</td>\n",
              "      <td>14492891.90</td>\n",
              "      <td>13708967.72</td>\n",
              "      <td>13154297.48</td>\n",
              "      <td>14017191.90</td>\n",
              "      <td>13892860.69</td>\n",
              "      <td>13685193.15</td>\n",
              "      <td>12596227.92</td>\n",
              "      <td>13776613.55</td>\n",
              "      <td>...</td>\n",
              "      <td>14832061.10</td>\n",
              "      <td>15143253.69</td>\n",
              "      <td>16830062.39</td>\n",
              "      <td>18437945.84</td>\n",
              "      <td>18041562.15</td>\n",
              "      <td>18203173.03</td>\n",
              "      <td>17028868.46</td>\n",
              "      <td>17127571.95</td>\n",
              "      <td>18222787.66</td>\n",
              "      <td>20340897.78</td>\n",
              "      <td>20522181.19</td>\n",
              "      <td>20343407.23</td>\n",
              "      <td>21542121.59</td>\n",
              "      <td>22301468.16</td>\n",
              "      <td>23318726.05</td>\n",
              "      <td>20307075.79</td>\n",
              "      <td>18600258.14</td>\n",
              "      <td>16518323.98</td>\n",
              "      <td>13970506.60</td>\n",
              "      <td>20192152.35</td>\n",
              "      <td>18496333.16</td>\n",
              "      <td>22191795.70</td>\n",
              "      <td>18562231.92</td>\n",
              "      <td>20360779.48</td>\n",
              "      <td>20187082.38</td>\n",
              "      <td>22216154.63</td>\n",
              "      <td>23309181.24</td>\n",
              "      <td>17870194.68</td>\n",
              "      <td>17859596.85</td>\n",
              "      <td>19851940.18</td>\n",
              "      <td>18769437.77</td>\n",
              "      <td>22341629.09</td>\n",
              "      <td>20643441.06</td>\n",
              "      <td>22947163.99</td>\n",
              "      <td>21536505.16</td>\n",
              "      <td>19058243.91</td>\n",
              "      <td>22704335.27</td>\n",
              "      <td>25269773.34</td>\n",
              "      <td>26526196.39</td>\n",
              "      <td>2429933198.76</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>27 rows × 154 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      Unidade da Federação    2008/Jan  ...      2020/Ago          Total\n",
              "0              11 Rondônia  1388528.39  ...   10285455.78   929129659.72\n",
              "1                  12 Acre   902416.00  ...             -   420668039.63\n",
              "2              13 Amazonas  4735529.42  ...   14726443.67  1771654871.23\n",
              "3               14 Roraima   657889.53  ...    2826486.18   305010883.18\n",
              "4                  15 Pará 18864744.11  ...   39911193.02  4437115730.71\n",
              "5                 16 Amapá  1120973.34  ...    2942273.94   291637984.75\n",
              "6             17 Tocantins  3441592.69  ...    8240261.38   999998621.85\n",
              "7              21 Maranhão 10723506.39  ...   28587541.78  3632860959.84\n",
              "8                 22 Piauí  7985142.43  ...   23210624.20  2130616492.35\n",
              "9                 23 Ceará 15539821.90  ...   59808605.59  6197357245.98\n",
              "10  24 Rio Grande do Norte  5947814.08  ...   24929930.72  2477372149.60\n",
              "11              25 Paraíba 10723002.45  ...   22130016.81  2470550104.25\n",
              "12           26 Pernambuco 14393949.89  ...   75704177.72  8046954289.39\n",
              "13              27 Alagoas  6243726.32  ...   19754741.78  2104405303.11\n",
              "14              28 Sergipe  2780750.11  ...   11014180.89  1130337049.71\n",
              "15                29 Bahia 21211522.47  ...   80793117.08  9193802684.16\n",
              "16         31 Minas Gerais 45671659.76  ...  168024412.95 19160106499.88\n",
              "17       32 Espírito Santo  5456723.98  ...   32188873.88  3139189177.73\n",
              "18       33 Rio de Janeiro 23025258.52  ...   95274486.35  9696364115.11\n",
              "19            35 São Paulo 91678473.48  ...  346512263.17 38929549655.89\n",
              "20               41 Paraná 38266347.46  ...  129375911.54 13786964617.27\n",
              "21       42 Santa Catarina 16504913.45  ...   63972379.36  7324100054.96\n",
              "22    43 Rio Grande do Sul 30931325.46  ...  101374341.51 11958647088.33\n",
              "23   50 Mato Grosso do Sul  5377392.11  ...   19241624.02  2172157981.36\n",
              "24          51 Mato Grosso  4795299.01  ...   17790649.87  2036923784.59\n",
              "25                52 Goiás 15310637.29  ...   43984702.05  4657350310.70\n",
              "26     53 Distrito Federal  4745919.19  ...   26526196.39  2429933198.76\n",
              "\n",
              "[27 rows x 154 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 42
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 304
        },
        "id": "nYf2qXm7hY0n",
        "outputId": "6eb674b4-6e55-4092-cd5d-19691bf3b7e8"
      },
      "source": [
        "dados.tail()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
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              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Região/Unidade da Federação</th>\n",
              "      <th>2008/Jan</th>\n",
              "      <th>2008/Fev</th>\n",
              "      <th>2008/Mar</th>\n",
              "      <th>2008/Abr</th>\n",
              "      <th>2008/Mai</th>\n",
              "      <th>2008/Jun</th>\n",
              "      <th>2008/Jul</th>\n",
              "      <th>2008/Ago</th>\n",
              "      <th>2008/Set</th>\n",
              "      <th>2008/Out</th>\n",
              "      <th>2008/Nov</th>\n",
              "      <th>2008/Dez</th>\n",
              "      <th>2009/Jan</th>\n",
              "      <th>2009/Fev</th>\n",
              "      <th>2009/Mar</th>\n",
              "      <th>2009/Abr</th>\n",
              "      <th>2009/Mai</th>\n",
              "      <th>2009/Jun</th>\n",
              "      <th>2009/Jul</th>\n",
              "      <th>2009/Ago</th>\n",
              "      <th>2009/Set</th>\n",
              "      <th>2009/Out</th>\n",
              "      <th>2009/Nov</th>\n",
              "      <th>2009/Dez</th>\n",
              "      <th>2010/Jan</th>\n",
              "      <th>2010/Fev</th>\n",
              "      <th>2010/Mar</th>\n",
              "      <th>2010/Abr</th>\n",
              "      <th>2010/Mai</th>\n",
              "      <th>2010/Jun</th>\n",
              "      <th>2010/Jul</th>\n",
              "      <th>2010/Ago</th>\n",
              "      <th>2010/Set</th>\n",
              "      <th>2010/Out</th>\n",
              "      <th>2010/Nov</th>\n",
              "      <th>2010/Dez</th>\n",
              "      <th>2011/Jan</th>\n",
              "      <th>2011/Fev</th>\n",
              "      <th>2011/Mar</th>\n",
              "      <th>...</th>\n",
              "      <th>2018/Jan</th>\n",
              "      <th>2018/Fev</th>\n",
              "      <th>2018/Mar</th>\n",
              "      <th>2018/Abr</th>\n",
              "      <th>2018/Mai</th>\n",
              "      <th>2018/Jun</th>\n",
              "      <th>2018/Jul</th>\n",
              "      <th>2018/Ago</th>\n",
              "      <th>2018/Set</th>\n",
              "      <th>2018/Out</th>\n",
              "      <th>2018/Nov</th>\n",
              "      <th>2018/Dez</th>\n",
              "      <th>2019/Jan</th>\n",
              "      <th>2019/Fev</th>\n",
              "      <th>2019/Mar</th>\n",
              "      <th>2019/Abr</th>\n",
              "      <th>2019/Mai</th>\n",
              "      <th>2019/Jun</th>\n",
              "      <th>2019/Jul</th>\n",
              "      <th>2019/Ago</th>\n",
              "      <th>2019/Set</th>\n",
              "      <th>2019/Out</th>\n",
              "      <th>2019/Nov</th>\n",
              "      <th>2019/Dez</th>\n",
              "      <th>2020/Jan</th>\n",
              "      <th>2020/Fev</th>\n",
              "      <th>2020/Mar</th>\n",
              "      <th>2020/Abr</th>\n",
              "      <th>2020/Mai</th>\n",
              "      <th>2020/Jun</th>\n",
              "      <th>2020/Jul</th>\n",
              "      <th>2020/Ago</th>\n",
              "      <th>2020/Set</th>\n",
              "      <th>2020/Out</th>\n",
              "      <th>2020/Nov</th>\n",
              "      <th>2020/Dez</th>\n",
              "      <th>2021/Jan</th>\n",
              "      <th>2021/Fev</th>\n",
              "      <th>2021/Mar</th>\n",
              "      <th>Total</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>Região Centro-Oeste</td>\n",
              "      <td>30229247.60</td>\n",
              "      <td>45578504.19</td>\n",
              "      <td>47399895.34</td>\n",
              "      <td>49611542.91</td>\n",
              "      <td>53509757.59</td>\n",
              "      <td>52247325.49</td>\n",
              "      <td>52518777.97</td>\n",
              "      <td>53276290.82</td>\n",
              "      <td>53304415.70</td>\n",
              "      <td>54895047.77</td>\n",
              "      <td>45038102.41</td>\n",
              "      <td>55130658.78</td>\n",
              "      <td>53100416.54</td>\n",
              "      <td>53501743.79</td>\n",
              "      <td>59993720.19</td>\n",
              "      <td>58610439.74</td>\n",
              "      <td>63196728.91</td>\n",
              "      <td>63894989.85</td>\n",
              "      <td>62526556.94</td>\n",
              "      <td>62444623.46</td>\n",
              "      <td>62523095.63</td>\n",
              "      <td>63358616.04</td>\n",
              "      <td>60929391.38</td>\n",
              "      <td>59048172.29</td>\n",
              "      <td>62017930.88</td>\n",
              "      <td>58971107.41</td>\n",
              "      <td>64030568.60</td>\n",
              "      <td>62324704.17</td>\n",
              "      <td>64029030.34</td>\n",
              "      <td>61688970.94</td>\n",
              "      <td>64263618.40</td>\n",
              "      <td>66850400.90</td>\n",
              "      <td>64934598.66</td>\n",
              "      <td>62420869.33</td>\n",
              "      <td>63933820.62</td>\n",
              "      <td>62653188.33</td>\n",
              "      <td>61774776.35</td>\n",
              "      <td>59803757.77</td>\n",
              "      <td>68917193.73</td>\n",
              "      <td>...</td>\n",
              "      <td>83458651.92</td>\n",
              "      <td>81213468.36</td>\n",
              "      <td>89813404.98</td>\n",
              "      <td>86611055.49</td>\n",
              "      <td>87325145.39</td>\n",
              "      <td>90320816.60</td>\n",
              "      <td>91565971.85</td>\n",
              "      <td>89255553.53</td>\n",
              "      <td>87269745.96</td>\n",
              "      <td>85180303.08</td>\n",
              "      <td>81420006.41</td>\n",
              "      <td>79522197.78</td>\n",
              "      <td>86692650.24</td>\n",
              "      <td>85157069.25</td>\n",
              "      <td>91853240.42</td>\n",
              "      <td>88966685.68</td>\n",
              "      <td>92391941.49</td>\n",
              "      <td>92511604.01</td>\n",
              "      <td>96171126.14</td>\n",
              "      <td>96966360.49</td>\n",
              "      <td>90541328.75</td>\n",
              "      <td>89987947.51</td>\n",
              "      <td>88640813.32</td>\n",
              "      <td>86576793.74</td>\n",
              "      <td>91511074.87</td>\n",
              "      <td>90300128.89</td>\n",
              "      <td>91730860.96</td>\n",
              "      <td>82442660.03</td>\n",
              "      <td>85011199.78</td>\n",
              "      <td>89384576.08</td>\n",
              "      <td>1.015695e+08</td>\n",
              "      <td>1.123375e+08</td>\n",
              "      <td>1.049403e+08</td>\n",
              "      <td>1.086104e+08</td>\n",
              "      <td>1.060261e+08</td>\n",
              "      <td>1.063523e+08</td>\n",
              "      <td>1.104683e+08</td>\n",
              "      <td>1.081964e+08</td>\n",
              "      <td>1.222038e+08</td>\n",
              "      <td>1.207064e+10</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>.. Mato Grosso do Sul</td>\n",
              "      <td>5377392.11</td>\n",
              "      <td>7002472.61</td>\n",
              "      <td>8423933.19</td>\n",
              "      <td>8797487.68</td>\n",
              "      <td>9770421.80</td>\n",
              "      <td>10905392.18</td>\n",
              "      <td>10249299.82</td>\n",
              "      <td>9671553.45</td>\n",
              "      <td>10218511.05</td>\n",
              "      <td>9547923.55</td>\n",
              "      <td>9450010.19</td>\n",
              "      <td>8365709.79</td>\n",
              "      <td>10033643.71</td>\n",
              "      <td>10746263.10</td>\n",
              "      <td>10849523.03</td>\n",
              "      <td>10902848.13</td>\n",
              "      <td>11991649.26</td>\n",
              "      <td>12050259.66</td>\n",
              "      <td>12174950.98</td>\n",
              "      <td>11178470.01</td>\n",
              "      <td>11997775.92</td>\n",
              "      <td>11686533.15</td>\n",
              "      <td>10756188.43</td>\n",
              "      <td>10565385.71</td>\n",
              "      <td>12148432.58</td>\n",
              "      <td>11270972.80</td>\n",
              "      <td>11947693.50</td>\n",
              "      <td>11435565.54</td>\n",
              "      <td>12392541.52</td>\n",
              "      <td>12441459.98</td>\n",
              "      <td>12025317.84</td>\n",
              "      <td>12353546.78</td>\n",
              "      <td>12381792.58</td>\n",
              "      <td>12340247.31</td>\n",
              "      <td>12467693.91</td>\n",
              "      <td>12356930.32</td>\n",
              "      <td>11209008.55</td>\n",
              "      <td>9656677.02</td>\n",
              "      <td>13698836.79</td>\n",
              "      <td>...</td>\n",
              "      <td>16320629.25</td>\n",
              "      <td>18448053.83</td>\n",
              "      <td>16620321.36</td>\n",
              "      <td>16682027.02</td>\n",
              "      <td>17555832.83</td>\n",
              "      <td>17357780.20</td>\n",
              "      <td>17090876.79</td>\n",
              "      <td>16468255.95</td>\n",
              "      <td>17395858.50</td>\n",
              "      <td>16259261.13</td>\n",
              "      <td>16390075.24</td>\n",
              "      <td>15350893.92</td>\n",
              "      <td>17108719.02</td>\n",
              "      <td>17713810.57</td>\n",
              "      <td>16882690.96</td>\n",
              "      <td>18253870.27</td>\n",
              "      <td>17778458.45</td>\n",
              "      <td>18387822.48</td>\n",
              "      <td>19870933.20</td>\n",
              "      <td>18913862.69</td>\n",
              "      <td>19591383.84</td>\n",
              "      <td>18935437.09</td>\n",
              "      <td>17230688.81</td>\n",
              "      <td>17895244.76</td>\n",
              "      <td>18115134.64</td>\n",
              "      <td>19542439.88</td>\n",
              "      <td>19032785.73</td>\n",
              "      <td>17410262.53</td>\n",
              "      <td>17913161.92</td>\n",
              "      <td>17363192.43</td>\n",
              "      <td>1.885884e+07</td>\n",
              "      <td>1.987708e+07</td>\n",
              "      <td>1.924789e+07</td>\n",
              "      <td>1.949721e+07</td>\n",
              "      <td>2.202313e+07</td>\n",
              "      <td>1.962959e+07</td>\n",
              "      <td>2.169331e+07</td>\n",
              "      <td>2.433730e+07</td>\n",
              "      <td>2.516820e+07</td>\n",
              "      <td>2.324525e+09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>.. Mato Grosso</td>\n",
              "      <td>4795299.01</td>\n",
              "      <td>8684882.23</td>\n",
              "      <td>7886243.14</td>\n",
              "      <td>8794109.79</td>\n",
              "      <td>9231645.40</td>\n",
              "      <td>10221763.77</td>\n",
              "      <td>9163314.28</td>\n",
              "      <td>9243148.81</td>\n",
              "      <td>9052354.89</td>\n",
              "      <td>9677093.95</td>\n",
              "      <td>7150345.50</td>\n",
              "      <td>10421826.32</td>\n",
              "      <td>9939399.66</td>\n",
              "      <td>9332546.32</td>\n",
              "      <td>11965500.15</td>\n",
              "      <td>11185014.96</td>\n",
              "      <td>12058150.55</td>\n",
              "      <td>11635436.04</td>\n",
              "      <td>11698836.48</td>\n",
              "      <td>11823239.61</td>\n",
              "      <td>10810420.65</td>\n",
              "      <td>12130636.06</td>\n",
              "      <td>11574096.75</td>\n",
              "      <td>10726251.53</td>\n",
              "      <td>12364760.67</td>\n",
              "      <td>11382133.07</td>\n",
              "      <td>11947040.32</td>\n",
              "      <td>12233217.84</td>\n",
              "      <td>12656421.09</td>\n",
              "      <td>11263407.74</td>\n",
              "      <td>12795267.96</td>\n",
              "      <td>12805173.87</td>\n",
              "      <td>12171713.91</td>\n",
              "      <td>11961452.83</td>\n",
              "      <td>11777799.00</td>\n",
              "      <td>11142684.27</td>\n",
              "      <td>11709080.86</td>\n",
              "      <td>11149107.81</td>\n",
              "      <td>12381255.67</td>\n",
              "      <td>...</td>\n",
              "      <td>17253950.09</td>\n",
              "      <td>14789801.16</td>\n",
              "      <td>17498946.87</td>\n",
              "      <td>16279852.74</td>\n",
              "      <td>16103988.77</td>\n",
              "      <td>15883977.51</td>\n",
              "      <td>17163673.03</td>\n",
              "      <td>15569285.17</td>\n",
              "      <td>15630276.46</td>\n",
              "      <td>15838064.68</td>\n",
              "      <td>14815961.13</td>\n",
              "      <td>13853034.99</td>\n",
              "      <td>14229113.36</td>\n",
              "      <td>15288698.79</td>\n",
              "      <td>16045499.92</td>\n",
              "      <td>15890208.95</td>\n",
              "      <td>16092716.67</td>\n",
              "      <td>16699780.69</td>\n",
              "      <td>16314811.22</td>\n",
              "      <td>16763581.32</td>\n",
              "      <td>15608982.84</td>\n",
              "      <td>15855641.23</td>\n",
              "      <td>15823328.54</td>\n",
              "      <td>15032737.51</td>\n",
              "      <td>15259436.50</td>\n",
              "      <td>15066106.66</td>\n",
              "      <td>14906973.08</td>\n",
              "      <td>12563655.61</td>\n",
              "      <td>13632848.78</td>\n",
              "      <td>13215428.53</td>\n",
              "      <td>1.683465e+07</td>\n",
              "      <td>1.970492e+07</td>\n",
              "      <td>2.074623e+07</td>\n",
              "      <td>2.272741e+07</td>\n",
              "      <td>2.050604e+07</td>\n",
              "      <td>1.958380e+07</td>\n",
              "      <td>1.912014e+07</td>\n",
              "      <td>1.834938e+07</td>\n",
              "      <td>1.961103e+07</td>\n",
              "      <td>2.180120e+09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>.. Goiás</td>\n",
              "      <td>15310637.29</td>\n",
              "      <td>22258668.68</td>\n",
              "      <td>21442515.75</td>\n",
              "      <td>20921212.45</td>\n",
              "      <td>21615970.67</td>\n",
              "      <td>18270043.87</td>\n",
              "      <td>20540517.13</td>\n",
              "      <td>20650730.67</td>\n",
              "      <td>20868443.56</td>\n",
              "      <td>20621423.04</td>\n",
              "      <td>17094580.10</td>\n",
              "      <td>21615561.61</td>\n",
              "      <td>20678552.05</td>\n",
              "      <td>23043942.78</td>\n",
              "      <td>23334312.45</td>\n",
              "      <td>23508108.16</td>\n",
              "      <td>23947606.91</td>\n",
              "      <td>24369848.15</td>\n",
              "      <td>24577126.64</td>\n",
              "      <td>24372626.65</td>\n",
              "      <td>25227845.74</td>\n",
              "      <td>24746686.90</td>\n",
              "      <td>24628958.50</td>\n",
              "      <td>25524615.37</td>\n",
              "      <td>23352380.22</td>\n",
              "      <td>23520045.07</td>\n",
              "      <td>25369725.89</td>\n",
              "      <td>24404417.42</td>\n",
              "      <td>24987745.86</td>\n",
              "      <td>24954391.09</td>\n",
              "      <td>25711601.13</td>\n",
              "      <td>27198788.35</td>\n",
              "      <td>26672124.45</td>\n",
              "      <td>24964871.71</td>\n",
              "      <td>25671135.81</td>\n",
              "      <td>25260713.05</td>\n",
              "      <td>25171493.79</td>\n",
              "      <td>26401745.02</td>\n",
              "      <td>29060487.72</td>\n",
              "      <td>...</td>\n",
              "      <td>32756500.63</td>\n",
              "      <td>29752825.71</td>\n",
              "      <td>35353238.97</td>\n",
              "      <td>33126994.54</td>\n",
              "      <td>33321916.56</td>\n",
              "      <td>35536937.30</td>\n",
              "      <td>35009953.87</td>\n",
              "      <td>33899286.36</td>\n",
              "      <td>33936535.21</td>\n",
              "      <td>34482719.13</td>\n",
              "      <td>33695646.06</td>\n",
              "      <td>36347762.27</td>\n",
              "      <td>35162665.51</td>\n",
              "      <td>33658226.73</td>\n",
              "      <td>36733253.84</td>\n",
              "      <td>36260374.54</td>\n",
              "      <td>38159986.89</td>\n",
              "      <td>37236918.46</td>\n",
              "      <td>37769227.09</td>\n",
              "      <td>37979735.24</td>\n",
              "      <td>37470767.39</td>\n",
              "      <td>37337272.34</td>\n",
              "      <td>35734855.79</td>\n",
              "      <td>34879373.70</td>\n",
              "      <td>35794874.64</td>\n",
              "      <td>35048141.29</td>\n",
              "      <td>34843938.16</td>\n",
              "      <td>30932236.73</td>\n",
              "      <td>34406945.17</td>\n",
              "      <td>36101619.85</td>\n",
              "      <td>4.060622e+07</td>\n",
              "      <td>4.622936e+07</td>\n",
              "      <td>4.488959e+07</td>\n",
              "      <td>4.552950e+07</td>\n",
              "      <td>4.303760e+07</td>\n",
              "      <td>4.414735e+07</td>\n",
              "      <td>4.612776e+07</td>\n",
              "      <td>4.274277e+07</td>\n",
              "      <td>4.559269e+07</td>\n",
              "      <td>4.973574e+09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>.. Distrito Federal</td>\n",
              "      <td>4745919.19</td>\n",
              "      <td>7632480.67</td>\n",
              "      <td>9647203.26</td>\n",
              "      <td>11098732.99</td>\n",
              "      <td>12891719.72</td>\n",
              "      <td>12850125.67</td>\n",
              "      <td>12565646.74</td>\n",
              "      <td>13710857.89</td>\n",
              "      <td>13165106.20</td>\n",
              "      <td>15048607.23</td>\n",
              "      <td>11343166.62</td>\n",
              "      <td>14727561.06</td>\n",
              "      <td>12448821.12</td>\n",
              "      <td>10378991.59</td>\n",
              "      <td>13844384.56</td>\n",
              "      <td>13014468.49</td>\n",
              "      <td>15199322.19</td>\n",
              "      <td>15839446.00</td>\n",
              "      <td>14075642.84</td>\n",
              "      <td>15070287.19</td>\n",
              "      <td>14487053.32</td>\n",
              "      <td>14794759.93</td>\n",
              "      <td>13970147.70</td>\n",
              "      <td>12231919.68</td>\n",
              "      <td>14152357.41</td>\n",
              "      <td>12797956.47</td>\n",
              "      <td>14766108.89</td>\n",
              "      <td>14251503.37</td>\n",
              "      <td>13992321.87</td>\n",
              "      <td>13029712.13</td>\n",
              "      <td>13731431.47</td>\n",
              "      <td>14492891.90</td>\n",
              "      <td>13708967.72</td>\n",
              "      <td>13154297.48</td>\n",
              "      <td>14017191.90</td>\n",
              "      <td>13892860.69</td>\n",
              "      <td>13685193.15</td>\n",
              "      <td>12596227.92</td>\n",
              "      <td>13776613.55</td>\n",
              "      <td>...</td>\n",
              "      <td>17127571.95</td>\n",
              "      <td>18222787.66</td>\n",
              "      <td>20340897.78</td>\n",
              "      <td>20522181.19</td>\n",
              "      <td>20343407.23</td>\n",
              "      <td>21542121.59</td>\n",
              "      <td>22301468.16</td>\n",
              "      <td>23318726.05</td>\n",
              "      <td>20307075.79</td>\n",
              "      <td>18600258.14</td>\n",
              "      <td>16518323.98</td>\n",
              "      <td>13970506.60</td>\n",
              "      <td>20192152.35</td>\n",
              "      <td>18496333.16</td>\n",
              "      <td>22191795.70</td>\n",
              "      <td>18562231.92</td>\n",
              "      <td>20360779.48</td>\n",
              "      <td>20187082.38</td>\n",
              "      <td>22216154.63</td>\n",
              "      <td>23309181.24</td>\n",
              "      <td>17870194.68</td>\n",
              "      <td>17859596.85</td>\n",
              "      <td>19851940.18</td>\n",
              "      <td>18769437.77</td>\n",
              "      <td>22341629.09</td>\n",
              "      <td>20643441.06</td>\n",
              "      <td>22947163.99</td>\n",
              "      <td>21536505.16</td>\n",
              "      <td>19058243.91</td>\n",
              "      <td>22704335.27</td>\n",
              "      <td>2.526977e+07</td>\n",
              "      <td>2.652620e+07</td>\n",
              "      <td>2.005659e+07</td>\n",
              "      <td>2.085625e+07</td>\n",
              "      <td>2.045933e+07</td>\n",
              "      <td>2.299157e+07</td>\n",
              "      <td>2.352705e+07</td>\n",
              "      <td>2.276695e+07</td>\n",
              "      <td>3.183192e+07</td>\n",
              "      <td>2.592423e+09</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 161 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "   Região/Unidade da Federação     2008/Jan  ...      2021/Mar         Total\n",
              "27         Região Centro-Oeste  30229247.60  ...  1.222038e+08  1.207064e+10\n",
              "28       .. Mato Grosso do Sul   5377392.11  ...  2.516820e+07  2.324525e+09\n",
              "29              .. Mato Grosso   4795299.01  ...  1.961103e+07  2.180120e+09\n",
              "30                    .. Goiás  15310637.29  ...  4.559269e+07  4.973574e+09\n",
              "31         .. Distrito Federal   4745919.19  ...  3.183192e+07  2.592423e+09\n",
              "\n",
              "[5 rows x 161 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 270
        },
        "id": "fJVNSHdhhbQD",
        "outputId": "db8b299e-b570-4723-a260-9d65ec596642"
      },
      "source": [
        "dados.head()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Região/Unidade da Federação</th>\n",
              "      <th>2008/Jan</th>\n",
              "      <th>2008/Fev</th>\n",
              "      <th>2008/Mar</th>\n",
              "      <th>2008/Abr</th>\n",
              "      <th>2008/Mai</th>\n",
              "      <th>2008/Jun</th>\n",
              "      <th>2008/Jul</th>\n",
              "      <th>2008/Ago</th>\n",
              "      <th>2008/Set</th>\n",
              "      <th>2008/Out</th>\n",
              "      <th>2008/Nov</th>\n",
              "      <th>2008/Dez</th>\n",
              "      <th>2009/Jan</th>\n",
              "      <th>2009/Fev</th>\n",
              "      <th>2009/Mar</th>\n",
              "      <th>2009/Abr</th>\n",
              "      <th>2009/Mai</th>\n",
              "      <th>2009/Jun</th>\n",
              "      <th>2009/Jul</th>\n",
              "      <th>2009/Ago</th>\n",
              "      <th>2009/Set</th>\n",
              "      <th>2009/Out</th>\n",
              "      <th>2009/Nov</th>\n",
              "      <th>2009/Dez</th>\n",
              "      <th>2010/Jan</th>\n",
              "      <th>2010/Fev</th>\n",
              "      <th>2010/Mar</th>\n",
              "      <th>2010/Abr</th>\n",
              "      <th>2010/Mai</th>\n",
              "      <th>2010/Jun</th>\n",
              "      <th>2010/Jul</th>\n",
              "      <th>2010/Ago</th>\n",
              "      <th>2010/Set</th>\n",
              "      <th>2010/Out</th>\n",
              "      <th>2010/Nov</th>\n",
              "      <th>2010/Dez</th>\n",
              "      <th>2011/Jan</th>\n",
              "      <th>2011/Fev</th>\n",
              "      <th>2011/Mar</th>\n",
              "      <th>...</th>\n",
              "      <th>2018/Jan</th>\n",
              "      <th>2018/Fev</th>\n",
              "      <th>2018/Mar</th>\n",
              "      <th>2018/Abr</th>\n",
              "      <th>2018/Mai</th>\n",
              "      <th>2018/Jun</th>\n",
              "      <th>2018/Jul</th>\n",
              "      <th>2018/Ago</th>\n",
              "      <th>2018/Set</th>\n",
              "      <th>2018/Out</th>\n",
              "      <th>2018/Nov</th>\n",
              "      <th>2018/Dez</th>\n",
              "      <th>2019/Jan</th>\n",
              "      <th>2019/Fev</th>\n",
              "      <th>2019/Mar</th>\n",
              "      <th>2019/Abr</th>\n",
              "      <th>2019/Mai</th>\n",
              "      <th>2019/Jun</th>\n",
              "      <th>2019/Jul</th>\n",
              "      <th>2019/Ago</th>\n",
              "      <th>2019/Set</th>\n",
              "      <th>2019/Out</th>\n",
              "      <th>2019/Nov</th>\n",
              "      <th>2019/Dez</th>\n",
              "      <th>2020/Jan</th>\n",
              "      <th>2020/Fev</th>\n",
              "      <th>2020/Mar</th>\n",
              "      <th>2020/Abr</th>\n",
              "      <th>2020/Mai</th>\n",
              "      <th>2020/Jun</th>\n",
              "      <th>2020/Jul</th>\n",
              "      <th>2020/Ago</th>\n",
              "      <th>2020/Set</th>\n",
              "      <th>2020/Out</th>\n",
              "      <th>2020/Nov</th>\n",
              "      <th>2020/Dez</th>\n",
              "      <th>2021/Jan</th>\n",
              "      <th>2021/Fev</th>\n",
              "      <th>2021/Mar</th>\n",
              "      <th>Total</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Região Norte</td>\n",
              "      <td>31111673.48</td>\n",
              "      <td>38133606.94</td>\n",
              "      <td>41368641.06</td>\n",
              "      <td>39323606.29</td>\n",
              "      <td>41786447.14</td>\n",
              "      <td>42153961.69</td>\n",
              "      <td>46817070.73</td>\n",
              "      <td>45797885.42</td>\n",
              "      <td>48086682.93</td>\n",
              "      <td>45339281.23</td>\n",
              "      <td>40399486.79</td>\n",
              "      <td>45305661.91</td>\n",
              "      <td>45942006.21</td>\n",
              "      <td>44316806.08</td>\n",
              "      <td>51777252.96</td>\n",
              "      <td>51854344.38</td>\n",
              "      <td>51986020.34</td>\n",
              "      <td>50114708.25</td>\n",
              "      <td>53555754.73</td>\n",
              "      <td>53094110.29</td>\n",
              "      <td>51582469.98</td>\n",
              "      <td>53767886.65</td>\n",
              "      <td>49324202.20</td>\n",
              "      <td>51290856.32</td>\n",
              "      <td>51134610.72</td>\n",
              "      <td>50125462.94</td>\n",
              "      <td>53006749.67</td>\n",
              "      <td>52912221.69</td>\n",
              "      <td>54837151.71</td>\n",
              "      <td>54943063.61</td>\n",
              "      <td>54437521.56</td>\n",
              "      <td>52633156.86</td>\n",
              "      <td>53192532.89</td>\n",
              "      <td>53819623.85</td>\n",
              "      <td>53997143.51</td>\n",
              "      <td>51807947.46</td>\n",
              "      <td>54994036.14</td>\n",
              "      <td>51646496.74</td>\n",
              "      <td>53602489.18</td>\n",
              "      <td>...</td>\n",
              "      <td>66830087.35</td>\n",
              "      <td>65998000.69</td>\n",
              "      <td>69238448.24</td>\n",
              "      <td>70726089.02</td>\n",
              "      <td>68480881.39</td>\n",
              "      <td>72421141.54</td>\n",
              "      <td>70058096.70</td>\n",
              "      <td>72768779.04</td>\n",
              "      <td>71197568.20</td>\n",
              "      <td>76491518.05</td>\n",
              "      <td>71140874.37</td>\n",
              "      <td>69768972.11</td>\n",
              "      <td>73526441.31</td>\n",
              "      <td>68054351.30</td>\n",
              "      <td>72543941.97</td>\n",
              "      <td>75563076.06</td>\n",
              "      <td>77100496.31</td>\n",
              "      <td>72920735.69</td>\n",
              "      <td>71109586.44</td>\n",
              "      <td>73644562.10</td>\n",
              "      <td>76421192.18</td>\n",
              "      <td>77812226.03</td>\n",
              "      <td>77291698.79</td>\n",
              "      <td>73900813.90</td>\n",
              "      <td>76474978.41</td>\n",
              "      <td>75516464.28</td>\n",
              "      <td>73931723.90</td>\n",
              "      <td>62433403.59</td>\n",
              "      <td>74859021.70</td>\n",
              "      <td>88449898.92</td>\n",
              "      <td>91737927.01</td>\n",
              "      <td>91982250.23</td>\n",
              "      <td>82328188.08</td>\n",
              "      <td>78438638.76</td>\n",
              "      <td>77901873.87</td>\n",
              "      <td>75054804.93</td>\n",
              "      <td>79256077.64</td>\n",
              "      <td>81531257.65</td>\n",
              "      <td>78940416.89</td>\n",
              "      <td>9.727782e+09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>.. Rondônia</td>\n",
              "      <td>1388528.39</td>\n",
              "      <td>2931283.42</td>\n",
              "      <td>1541682.52</td>\n",
              "      <td>1525314.96</td>\n",
              "      <td>1645953.84</td>\n",
              "      <td>1406150.68</td>\n",
              "      <td>3065279.01</td>\n",
              "      <td>3231494.61</td>\n",
              "      <td>3117178.63</td>\n",
              "      <td>3068430.44</td>\n",
              "      <td>2825838.52</td>\n",
              "      <td>2931173.58</td>\n",
              "      <td>2885269.07</td>\n",
              "      <td>2860103.74</td>\n",
              "      <td>3684944.68</td>\n",
              "      <td>3607289.68</td>\n",
              "      <td>3774356.60</td>\n",
              "      <td>3706711.84</td>\n",
              "      <td>3763187.55</td>\n",
              "      <td>3533625.83</td>\n",
              "      <td>3605007.43</td>\n",
              "      <td>3907032.72</td>\n",
              "      <td>3939820.71</td>\n",
              "      <td>3901084.11</td>\n",
              "      <td>3684407.02</td>\n",
              "      <td>3623015.58</td>\n",
              "      <td>3890461.90</td>\n",
              "      <td>4193533.87</td>\n",
              "      <td>4534400.67</td>\n",
              "      <td>4451208.03</td>\n",
              "      <td>4874592.78</td>\n",
              "      <td>4460802.38</td>\n",
              "      <td>5067886.24</td>\n",
              "      <td>4511092.85</td>\n",
              "      <td>4394680.50</td>\n",
              "      <td>4098741.80</td>\n",
              "      <td>4411499.48</td>\n",
              "      <td>3868617.95</td>\n",
              "      <td>4298702.78</td>\n",
              "      <td>...</td>\n",
              "      <td>7998345.94</td>\n",
              "      <td>8893683.69</td>\n",
              "      <td>8867793.32</td>\n",
              "      <td>8871408.50</td>\n",
              "      <td>8501601.67</td>\n",
              "      <td>8315107.81</td>\n",
              "      <td>8525499.78</td>\n",
              "      <td>9177611.46</td>\n",
              "      <td>7368996.38</td>\n",
              "      <td>8835095.43</td>\n",
              "      <td>8328186.64</td>\n",
              "      <td>8408512.77</td>\n",
              "      <td>9351705.82</td>\n",
              "      <td>8143007.97</td>\n",
              "      <td>8949741.77</td>\n",
              "      <td>9630553.15</td>\n",
              "      <td>9581970.31</td>\n",
              "      <td>7891114.05</td>\n",
              "      <td>9792370.67</td>\n",
              "      <td>9170787.53</td>\n",
              "      <td>8816846.71</td>\n",
              "      <td>10024554.15</td>\n",
              "      <td>9675423.70</td>\n",
              "      <td>8085025.66</td>\n",
              "      <td>9222010.60</td>\n",
              "      <td>7493901.30</td>\n",
              "      <td>8148169.46</td>\n",
              "      <td>7353768.37</td>\n",
              "      <td>7739864.47</td>\n",
              "      <td>9246097.96</td>\n",
              "      <td>11824687.13</td>\n",
              "      <td>11733307.76</td>\n",
              "      <td>10201985.14</td>\n",
              "      <td>7955139.45</td>\n",
              "      <td>9357946.29</td>\n",
              "      <td>8880836.55</td>\n",
              "      <td>9266014.59</td>\n",
              "      <td>7730597.04</td>\n",
              "      <td>11023309.47</td>\n",
              "      <td>9.964113e+08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>.. Acre</td>\n",
              "      <td>902416.00</td>\n",
              "      <td>1497206.26</td>\n",
              "      <td>1794028.48</td>\n",
              "      <td>1730469.42</td>\n",
              "      <td>1819443.92</td>\n",
              "      <td>1828496.00</td>\n",
              "      <td>2511754.59</td>\n",
              "      <td>2089107.14</td>\n",
              "      <td>2275708.53</td>\n",
              "      <td>1923886.57</td>\n",
              "      <td>1756986.80</td>\n",
              "      <td>2235639.98</td>\n",
              "      <td>2497116.43</td>\n",
              "      <td>2253558.01</td>\n",
              "      <td>2122673.92</td>\n",
              "      <td>2834317.62</td>\n",
              "      <td>2722065.97</td>\n",
              "      <td>2432831.95</td>\n",
              "      <td>2630190.65</td>\n",
              "      <td>2307579.00</td>\n",
              "      <td>-</td>\n",
              "      <td>2826477.02</td>\n",
              "      <td>2170791.18</td>\n",
              "      <td>2541526.44</td>\n",
              "      <td>2491042.33</td>\n",
              "      <td>1954473.90</td>\n",
              "      <td>2389996.38</td>\n",
              "      <td>2654878.60</td>\n",
              "      <td>2844085.21</td>\n",
              "      <td>2336207.19</td>\n",
              "      <td>2125143.06</td>\n",
              "      <td>2430293.67</td>\n",
              "      <td>2377738.44</td>\n",
              "      <td>2184746.84</td>\n",
              "      <td>2468452.90</td>\n",
              "      <td>2516284.54</td>\n",
              "      <td>3051370.08</td>\n",
              "      <td>2629104.42</td>\n",
              "      <td>2485451.79</td>\n",
              "      <td>...</td>\n",
              "      <td>3576595.19</td>\n",
              "      <td>2444567.37</td>\n",
              "      <td>2602434.35</td>\n",
              "      <td>3064163.42</td>\n",
              "      <td>2276236.69</td>\n",
              "      <td>3239474.10</td>\n",
              "      <td>3126429.88</td>\n",
              "      <td>2998865.51</td>\n",
              "      <td>2619709.86</td>\n",
              "      <td>3018048.94</td>\n",
              "      <td>3342614.24</td>\n",
              "      <td>2123426.26</td>\n",
              "      <td>2664654.52</td>\n",
              "      <td>1906429.95</td>\n",
              "      <td>3096439.63</td>\n",
              "      <td>2411628.00</td>\n",
              "      <td>2840630.58</td>\n",
              "      <td>3260153.59</td>\n",
              "      <td>3250722.84</td>\n",
              "      <td>3204998.88</td>\n",
              "      <td>3052745.65</td>\n",
              "      <td>3124802.29</td>\n",
              "      <td>3021521.75</td>\n",
              "      <td>2874871.28</td>\n",
              "      <td>3331803.55</td>\n",
              "      <td>3417691.07</td>\n",
              "      <td>3076003.20</td>\n",
              "      <td>2286642.60</td>\n",
              "      <td>2896340.24</td>\n",
              "      <td>3045245.80</td>\n",
              "      <td>3915193.20</td>\n",
              "      <td>3640142.82</td>\n",
              "      <td>3391242.21</td>\n",
              "      <td>4044321.44</td>\n",
              "      <td>3276590.10</td>\n",
              "      <td>3696997.31</td>\n",
              "      <td>3715723.12</td>\n",
              "      <td>3538427.92</td>\n",
              "      <td>4077045.92</td>\n",
              "      <td>4.500485e+08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>.. Amazonas</td>\n",
              "      <td>4735529.42</td>\n",
              "      <td>7118990.57</td>\n",
              "      <td>8196635.49</td>\n",
              "      <td>8259378.42</td>\n",
              "      <td>7831399.90</td>\n",
              "      <td>8477273.62</td>\n",
              "      <td>9368858.72</td>\n",
              "      <td>9352532.70</td>\n",
              "      <td>9363099.35</td>\n",
              "      <td>8618318.83</td>\n",
              "      <td>6555549.08</td>\n",
              "      <td>7777645.88</td>\n",
              "      <td>7403068.36</td>\n",
              "      <td>6683346.89</td>\n",
              "      <td>9927781.20</td>\n",
              "      <td>8844511.21</td>\n",
              "      <td>9079035.96</td>\n",
              "      <td>8832894.53</td>\n",
              "      <td>9373395.97</td>\n",
              "      <td>9578326.03</td>\n",
              "      <td>9730634.16</td>\n",
              "      <td>9179252.65</td>\n",
              "      <td>8314648.93</td>\n",
              "      <td>9050439.39</td>\n",
              "      <td>9419460.86</td>\n",
              "      <td>8680178.57</td>\n",
              "      <td>9168055.41</td>\n",
              "      <td>9897901.80</td>\n",
              "      <td>9651362.37</td>\n",
              "      <td>10854599.47</td>\n",
              "      <td>10417122.89</td>\n",
              "      <td>8718347.13</td>\n",
              "      <td>8221592.12</td>\n",
              "      <td>9613977.03</td>\n",
              "      <td>9927574.41</td>\n",
              "      <td>9470661.21</td>\n",
              "      <td>9736750.91</td>\n",
              "      <td>8745259.80</td>\n",
              "      <td>9380112.36</td>\n",
              "      <td>...</td>\n",
              "      <td>13572263.03</td>\n",
              "      <td>13083081.70</td>\n",
              "      <td>14322305.22</td>\n",
              "      <td>14643340.51</td>\n",
              "      <td>14632208.09</td>\n",
              "      <td>14500521.14</td>\n",
              "      <td>14840533.42</td>\n",
              "      <td>14427620.91</td>\n",
              "      <td>15818964.25</td>\n",
              "      <td>16358462.57</td>\n",
              "      <td>15391163.74</td>\n",
              "      <td>14154362.85</td>\n",
              "      <td>16791397.31</td>\n",
              "      <td>14369987.43</td>\n",
              "      <td>16339024.96</td>\n",
              "      <td>15622910.63</td>\n",
              "      <td>16483166.92</td>\n",
              "      <td>15422243.28</td>\n",
              "      <td>15961988.04</td>\n",
              "      <td>15787896.78</td>\n",
              "      <td>16515441.67</td>\n",
              "      <td>15788848.91</td>\n",
              "      <td>15784686.14</td>\n",
              "      <td>14388606.82</td>\n",
              "      <td>16063450.73</td>\n",
              "      <td>14939977.20</td>\n",
              "      <td>15107056.74</td>\n",
              "      <td>13534657.88</td>\n",
              "      <td>19698748.89</td>\n",
              "      <td>21129394.43</td>\n",
              "      <td>19769460.14</td>\n",
              "      <td>18059931.43</td>\n",
              "      <td>17841015.63</td>\n",
              "      <td>16408315.10</td>\n",
              "      <td>19895617.91</td>\n",
              "      <td>17765167.69</td>\n",
              "      <td>21430289.17</td>\n",
              "      <td>25917134.55</td>\n",
              "      <td>22032176.22</td>\n",
              "      <td>1.917248e+09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>.. Roraima</td>\n",
              "      <td>657889.53</td>\n",
              "      <td>777939.31</td>\n",
              "      <td>718688.03</td>\n",
              "      <td>839994.39</td>\n",
              "      <td>862347.96</td>\n",
              "      <td>832440.66</td>\n",
              "      <td>996693.09</td>\n",
              "      <td>894271.18</td>\n",
              "      <td>910424.17</td>\n",
              "      <td>1191770.32</td>\n",
              "      <td>1056218.71</td>\n",
              "      <td>1244339.25</td>\n",
              "      <td>1085679.25</td>\n",
              "      <td>969528.54</td>\n",
              "      <td>1393226.70</td>\n",
              "      <td>1273734.17</td>\n",
              "      <td>1552638.50</td>\n",
              "      <td>1490587.74</td>\n",
              "      <td>1596751.80</td>\n",
              "      <td>1848998.68</td>\n",
              "      <td>1701611.25</td>\n",
              "      <td>1164711.18</td>\n",
              "      <td>1434809.17</td>\n",
              "      <td>1603817.28</td>\n",
              "      <td>1437340.80</td>\n",
              "      <td>1332094.01</td>\n",
              "      <td>1900513.75</td>\n",
              "      <td>1933875.49</td>\n",
              "      <td>1773958.29</td>\n",
              "      <td>1804729.73</td>\n",
              "      <td>1846639.32</td>\n",
              "      <td>1643518.23</td>\n",
              "      <td>1843163.29</td>\n",
              "      <td>1807885.17</td>\n",
              "      <td>1674871.65</td>\n",
              "      <td>1250999.28</td>\n",
              "      <td>1257275.43</td>\n",
              "      <td>1171045.72</td>\n",
              "      <td>1389668.67</td>\n",
              "      <td>...</td>\n",
              "      <td>2914195.21</td>\n",
              "      <td>2881281.13</td>\n",
              "      <td>2740423.51</td>\n",
              "      <td>2695484.62</td>\n",
              "      <td>2613895.43</td>\n",
              "      <td>3020718.84</td>\n",
              "      <td>2860584.22</td>\n",
              "      <td>2740088.01</td>\n",
              "      <td>2689103.41</td>\n",
              "      <td>2985029.23</td>\n",
              "      <td>2771881.20</td>\n",
              "      <td>2938769.32</td>\n",
              "      <td>2527888.58</td>\n",
              "      <td>2587642.41</td>\n",
              "      <td>1923440.17</td>\n",
              "      <td>2422446.17</td>\n",
              "      <td>2495491.03</td>\n",
              "      <td>2851291.67</td>\n",
              "      <td>3137537.40</td>\n",
              "      <td>3788154.80</td>\n",
              "      <td>3217218.61</td>\n",
              "      <td>3113940.14</td>\n",
              "      <td>3157977.67</td>\n",
              "      <td>3097113.21</td>\n",
              "      <td>3059823.80</td>\n",
              "      <td>2912519.98</td>\n",
              "      <td>2937346.43</td>\n",
              "      <td>2868820.96</td>\n",
              "      <td>2752228.26</td>\n",
              "      <td>3401864.29</td>\n",
              "      <td>3015488.30</td>\n",
              "      <td>2826486.18</td>\n",
              "      <td>2928043.91</td>\n",
              "      <td>3090313.73</td>\n",
              "      <td>3621031.05</td>\n",
              "      <td>3454460.94</td>\n",
              "      <td>3266928.47</td>\n",
              "      <td>3519773.73</td>\n",
              "      <td>3985530.08</td>\n",
              "      <td>3.288770e+08</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 161 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "  Região/Unidade da Federação     2008/Jan  ...     2021/Mar         Total\n",
              "0                Região Norte  31111673.48  ...  78940416.89  9.727782e+09\n",
              "1                 .. Rondônia   1388528.39  ...  11023309.47  9.964113e+08\n",
              "2                     .. Acre    902416.00  ...   4077045.92  4.500485e+08\n",
              "3                 .. Amazonas   4735529.42  ...  22032176.22  1.917248e+09\n",
              "4                  .. Roraima    657889.53  ...   3985530.08  3.288770e+08\n",
              "\n",
              "[5 rows x 161 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 25
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "AOLHrgWZhdxc",
        "outputId": "6d481c7f-8f80-4211-cf53-3817f7f0ad1c"
      },
      "source": [
        "dados.describe()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>2008/Jan</th>\n",
              "      <th>2008/Fev</th>\n",
              "      <th>2008/Mar</th>\n",
              "      <th>2008/Abr</th>\n",
              "      <th>2008/Mai</th>\n",
              "      <th>2008/Jun</th>\n",
              "      <th>2008/Jul</th>\n",
              "      <th>2008/Ago</th>\n",
              "      <th>2008/Set</th>\n",
              "      <th>2008/Out</th>\n",
              "      <th>2008/Nov</th>\n",
              "      <th>2008/Dez</th>\n",
              "      <th>2009/Jan</th>\n",
              "      <th>2009/Fev</th>\n",
              "      <th>2009/Mar</th>\n",
              "      <th>2009/Abr</th>\n",
              "      <th>2009/Mai</th>\n",
              "      <th>2009/Jun</th>\n",
              "      <th>2009/Jul</th>\n",
              "      <th>2009/Ago</th>\n",
              "      <th>2009/Out</th>\n",
              "      <th>2009/Nov</th>\n",
              "      <th>2009/Dez</th>\n",
              "      <th>2010/Jan</th>\n",
              "      <th>2010/Fev</th>\n",
              "      <th>2010/Mar</th>\n",
              "      <th>2010/Abr</th>\n",
              "      <th>2010/Mai</th>\n",
              "      <th>2010/Jun</th>\n",
              "      <th>2010/Jul</th>\n",
              "      <th>2010/Ago</th>\n",
              "      <th>2010/Set</th>\n",
              "      <th>2010/Out</th>\n",
              "      <th>2010/Nov</th>\n",
              "      <th>2010/Dez</th>\n",
              "      <th>2011/Jan</th>\n",
              "      <th>2011/Fev</th>\n",
              "      <th>2011/Mar</th>\n",
              "      <th>2011/Abr</th>\n",
              "      <th>2011/Mai</th>\n",
              "      <th>...</th>\n",
              "      <th>2018/Jan</th>\n",
              "      <th>2018/Fev</th>\n",
              "      <th>2018/Mar</th>\n",
              "      <th>2018/Abr</th>\n",
              "      <th>2018/Mai</th>\n",
              "      <th>2018/Jun</th>\n",
              "      <th>2018/Jul</th>\n",
              "      <th>2018/Ago</th>\n",
              "      <th>2018/Set</th>\n",
              "      <th>2018/Out</th>\n",
              "      <th>2018/Nov</th>\n",
              "      <th>2018/Dez</th>\n",
              "      <th>2019/Jan</th>\n",
              "      <th>2019/Fev</th>\n",
              "      <th>2019/Mar</th>\n",
              "      <th>2019/Abr</th>\n",
              "      <th>2019/Mai</th>\n",
              "      <th>2019/Jun</th>\n",
              "      <th>2019/Jul</th>\n",
              "      <th>2019/Ago</th>\n",
              "      <th>2019/Set</th>\n",
              "      <th>2019/Out</th>\n",
              "      <th>2019/Nov</th>\n",
              "      <th>2019/Dez</th>\n",
              "      <th>2020/Jan</th>\n",
              "      <th>2020/Fev</th>\n",
              "      <th>2020/Mar</th>\n",
              "      <th>2020/Abr</th>\n",
              "      <th>2020/Mai</th>\n",
              "      <th>2020/Jun</th>\n",
              "      <th>2020/Jul</th>\n",
              "      <th>2020/Ago</th>\n",
              "      <th>2020/Set</th>\n",
              "      <th>2020/Out</th>\n",
              "      <th>2020/Nov</th>\n",
              "      <th>2020/Dez</th>\n",
              "      <th>2021/Jan</th>\n",
              "      <th>2021/Fev</th>\n",
              "      <th>2021/Mar</th>\n",
              "      <th>Total</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>...</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "      <td>3.200000e+01</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>2.552655e+07</td>\n",
              "      <td>3.832339e+07</td>\n",
              "      <td>4.150269e+07</td>\n",
              "      <td>4.291643e+07</td>\n",
              "      <td>4.473773e+07</td>\n",
              "      <td>4.701135e+07</td>\n",
              "      <td>4.781189e+07</td>\n",
              "      <td>4.691304e+07</td>\n",
              "      <td>4.706017e+07</td>\n",
              "      <td>4.581369e+07</td>\n",
              "      <td>4.176357e+07</td>\n",
              "      <td>4.849800e+07</td>\n",
              "      <td>4.687804e+07</td>\n",
              "      <td>4.728631e+07</td>\n",
              "      <td>5.261770e+07</td>\n",
              "      <td>5.156911e+07</td>\n",
              "      <td>5.411431e+07</td>\n",
              "      <td>5.329239e+07</td>\n",
              "      <td>5.503140e+07</td>\n",
              "      <td>5.580263e+07</td>\n",
              "      <td>5.470842e+07</td>\n",
              "      <td>5.431960e+07</td>\n",
              "      <td>5.259597e+07</td>\n",
              "      <td>5.325766e+07</td>\n",
              "      <td>5.050487e+07</td>\n",
              "      <td>5.568624e+07</td>\n",
              "      <td>5.638956e+07</td>\n",
              "      <td>5.714200e+07</td>\n",
              "      <td>5.568508e+07</td>\n",
              "      <td>5.699807e+07</td>\n",
              "      <td>5.823244e+07</td>\n",
              "      <td>5.665111e+07</td>\n",
              "      <td>5.602930e+07</td>\n",
              "      <td>5.781473e+07</td>\n",
              "      <td>5.690610e+07</td>\n",
              "      <td>5.580296e+07</td>\n",
              "      <td>5.525543e+07</td>\n",
              "      <td>5.828767e+07</td>\n",
              "      <td>5.878265e+07</td>\n",
              "      <td>5.931238e+07</td>\n",
              "      <td>...</td>\n",
              "      <td>7.615804e+07</td>\n",
              "      <td>7.253629e+07</td>\n",
              "      <td>7.809817e+07</td>\n",
              "      <td>7.909808e+07</td>\n",
              "      <td>7.999484e+07</td>\n",
              "      <td>7.955378e+07</td>\n",
              "      <td>8.134514e+07</td>\n",
              "      <td>8.228887e+07</td>\n",
              "      <td>7.953308e+07</td>\n",
              "      <td>8.099928e+07</td>\n",
              "      <td>7.839068e+07</td>\n",
              "      <td>7.615300e+07</td>\n",
              "      <td>8.051714e+07</td>\n",
              "      <td>7.666342e+07</td>\n",
              "      <td>7.964963e+07</td>\n",
              "      <td>8.127754e+07</td>\n",
              "      <td>8.483793e+07</td>\n",
              "      <td>8.176894e+07</td>\n",
              "      <td>8.582452e+07</td>\n",
              "      <td>8.620764e+07</td>\n",
              "      <td>8.354852e+07</td>\n",
              "      <td>8.634058e+07</td>\n",
              "      <td>8.212695e+07</td>\n",
              "      <td>7.974034e+07</td>\n",
              "      <td>8.298839e+07</td>\n",
              "      <td>8.040376e+07</td>\n",
              "      <td>8.039046e+07</td>\n",
              "      <td>6.929364e+07</td>\n",
              "      <td>7.474863e+07</td>\n",
              "      <td>8.048802e+07</td>\n",
              "      <td>9.275065e+07</td>\n",
              "      <td>9.463505e+07</td>\n",
              "      <td>9.236903e+07</td>\n",
              "      <td>9.312395e+07</td>\n",
              "      <td>9.151227e+07</td>\n",
              "      <td>9.007498e+07</td>\n",
              "      <td>9.462445e+07</td>\n",
              "      <td>9.378827e+07</td>\n",
              "      <td>1.054726e+08</td>\n",
              "      <td>1.078011e+10</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>3.624619e+07</td>\n",
              "      <td>5.630353e+07</td>\n",
              "      <td>6.162099e+07</td>\n",
              "      <td>6.334580e+07</td>\n",
              "      <td>6.849243e+07</td>\n",
              "      <td>7.219581e+07</td>\n",
              "      <td>7.266956e+07</td>\n",
              "      <td>7.060043e+07</td>\n",
              "      <td>7.097427e+07</td>\n",
              "      <td>6.858134e+07</td>\n",
              "      <td>6.336231e+07</td>\n",
              "      <td>7.307243e+07</td>\n",
              "      <td>7.051978e+07</td>\n",
              "      <td>7.154596e+07</td>\n",
              "      <td>7.943020e+07</td>\n",
              "      <td>7.705968e+07</td>\n",
              "      <td>8.170151e+07</td>\n",
              "      <td>8.052389e+07</td>\n",
              "      <td>8.328390e+07</td>\n",
              "      <td>8.556739e+07</td>\n",
              "      <td>8.250495e+07</td>\n",
              "      <td>8.272949e+07</td>\n",
              "      <td>7.880861e+07</td>\n",
              "      <td>8.018395e+07</td>\n",
              "      <td>7.616484e+07</td>\n",
              "      <td>8.470255e+07</td>\n",
              "      <td>8.561438e+07</td>\n",
              "      <td>8.656924e+07</td>\n",
              "      <td>8.465732e+07</td>\n",
              "      <td>8.655846e+07</td>\n",
              "      <td>8.820251e+07</td>\n",
              "      <td>8.643475e+07</td>\n",
              "      <td>8.432431e+07</td>\n",
              "      <td>8.843229e+07</td>\n",
              "      <td>8.774830e+07</td>\n",
              "      <td>8.489497e+07</td>\n",
              "      <td>8.531552e+07</td>\n",
              "      <td>8.934196e+07</td>\n",
              "      <td>8.894726e+07</td>\n",
              "      <td>9.104615e+07</td>\n",
              "      <td>...</td>\n",
              "      <td>1.126453e+08</td>\n",
              "      <td>1.075488e+08</td>\n",
              "      <td>1.153155e+08</td>\n",
              "      <td>1.167916e+08</td>\n",
              "      <td>1.185477e+08</td>\n",
              "      <td>1.168405e+08</td>\n",
              "      <td>1.198980e+08</td>\n",
              "      <td>1.212315e+08</td>\n",
              "      <td>1.166707e+08</td>\n",
              "      <td>1.193692e+08</td>\n",
              "      <td>1.152638e+08</td>\n",
              "      <td>1.133284e+08</td>\n",
              "      <td>1.196085e+08</td>\n",
              "      <td>1.132301e+08</td>\n",
              "      <td>1.169542e+08</td>\n",
              "      <td>1.197738e+08</td>\n",
              "      <td>1.248598e+08</td>\n",
              "      <td>1.198724e+08</td>\n",
              "      <td>1.267158e+08</td>\n",
              "      <td>1.273730e+08</td>\n",
              "      <td>1.223709e+08</td>\n",
              "      <td>1.275202e+08</td>\n",
              "      <td>1.199661e+08</td>\n",
              "      <td>1.171211e+08</td>\n",
              "      <td>1.229365e+08</td>\n",
              "      <td>1.173806e+08</td>\n",
              "      <td>1.179176e+08</td>\n",
              "      <td>1.021939e+08</td>\n",
              "      <td>1.099844e+08</td>\n",
              "      <td>1.193891e+08</td>\n",
              "      <td>1.402476e+08</td>\n",
              "      <td>1.387292e+08</td>\n",
              "      <td>1.387564e+08</td>\n",
              "      <td>1.382818e+08</td>\n",
              "      <td>1.352617e+08</td>\n",
              "      <td>1.336940e+08</td>\n",
              "      <td>1.411396e+08</td>\n",
              "      <td>1.391909e+08</td>\n",
              "      <td>1.584169e+08</td>\n",
              "      <td>1.613982e+10</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>6.578895e+05</td>\n",
              "      <td>7.779393e+05</td>\n",
              "      <td>7.186880e+05</td>\n",
              "      <td>8.399944e+05</td>\n",
              "      <td>8.623480e+05</td>\n",
              "      <td>8.324407e+05</td>\n",
              "      <td>9.966931e+05</td>\n",
              "      <td>8.942712e+05</td>\n",
              "      <td>9.104242e+05</td>\n",
              "      <td>1.191770e+06</td>\n",
              "      <td>1.056219e+06</td>\n",
              "      <td>1.244339e+06</td>\n",
              "      <td>1.085679e+06</td>\n",
              "      <td>9.695285e+05</td>\n",
              "      <td>1.393227e+06</td>\n",
              "      <td>1.273734e+06</td>\n",
              "      <td>1.552638e+06</td>\n",
              "      <td>1.490588e+06</td>\n",
              "      <td>1.596752e+06</td>\n",
              "      <td>1.746539e+06</td>\n",
              "      <td>1.164711e+06</td>\n",
              "      <td>1.434809e+06</td>\n",
              "      <td>1.603817e+06</td>\n",
              "      <td>1.437341e+06</td>\n",
              "      <td>1.332094e+06</td>\n",
              "      <td>1.525752e+06</td>\n",
              "      <td>1.572809e+06</td>\n",
              "      <td>1.653305e+06</td>\n",
              "      <td>1.685304e+06</td>\n",
              "      <td>1.773604e+06</td>\n",
              "      <td>1.643518e+06</td>\n",
              "      <td>1.811347e+06</td>\n",
              "      <td>1.654295e+06</td>\n",
              "      <td>1.674872e+06</td>\n",
              "      <td>1.250999e+06</td>\n",
              "      <td>1.257275e+06</td>\n",
              "      <td>1.171046e+06</td>\n",
              "      <td>1.389669e+06</td>\n",
              "      <td>1.344866e+06</td>\n",
              "      <td>1.067659e+06</td>\n",
              "      <td>...</td>\n",
              "      <td>1.836150e+06</td>\n",
              "      <td>1.954823e+06</td>\n",
              "      <td>1.882553e+06</td>\n",
              "      <td>1.781034e+06</td>\n",
              "      <td>1.821567e+06</td>\n",
              "      <td>2.120413e+06</td>\n",
              "      <td>1.910968e+06</td>\n",
              "      <td>2.453555e+06</td>\n",
              "      <td>2.619710e+06</td>\n",
              "      <td>2.637161e+06</td>\n",
              "      <td>2.139142e+06</td>\n",
              "      <td>2.123426e+06</td>\n",
              "      <td>2.527889e+06</td>\n",
              "      <td>1.906430e+06</td>\n",
              "      <td>1.923440e+06</td>\n",
              "      <td>2.411628e+06</td>\n",
              "      <td>2.495491e+06</td>\n",
              "      <td>2.117098e+06</td>\n",
              "      <td>2.388704e+06</td>\n",
              "      <td>2.905190e+06</td>\n",
              "      <td>2.145558e+06</td>\n",
              "      <td>2.455947e+06</td>\n",
              "      <td>2.310514e+06</td>\n",
              "      <td>2.296699e+06</td>\n",
              "      <td>2.333823e+06</td>\n",
              "      <td>2.310196e+06</td>\n",
              "      <td>1.842473e+06</td>\n",
              "      <td>1.705874e+06</td>\n",
              "      <td>2.065055e+06</td>\n",
              "      <td>2.009913e+06</td>\n",
              "      <td>3.015488e+06</td>\n",
              "      <td>2.826486e+06</td>\n",
              "      <td>2.416019e+06</td>\n",
              "      <td>2.203732e+06</td>\n",
              "      <td>5.278405e+05</td>\n",
              "      <td>6.752771e+05</td>\n",
              "      <td>4.195535e+05</td>\n",
              "      <td>3.191609e+05</td>\n",
              "      <td>1.357751e+06</td>\n",
              "      <td>3.098601e+08</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>4.782954e+06</td>\n",
              "      <td>7.504108e+06</td>\n",
              "      <td>8.355411e+06</td>\n",
              "      <td>8.796643e+06</td>\n",
              "      <td>9.311990e+06</td>\n",
              "      <td>1.018338e+07</td>\n",
              "      <td>9.757511e+06</td>\n",
              "      <td>9.368207e+06</td>\n",
              "      <td>9.513460e+06</td>\n",
              "      <td>9.644801e+06</td>\n",
              "      <td>8.875094e+06</td>\n",
              "      <td>9.281885e+06</td>\n",
              "      <td>9.458363e+06</td>\n",
              "      <td>9.452479e+06</td>\n",
              "      <td>1.099990e+07</td>\n",
              "      <td>1.055612e+07</td>\n",
              "      <td>1.198488e+07</td>\n",
              "      <td>1.159406e+07</td>\n",
              "      <td>1.154240e+07</td>\n",
              "      <td>1.106328e+07</td>\n",
              "      <td>1.173034e+07</td>\n",
              "      <td>1.130746e+07</td>\n",
              "      <td>1.068604e+07</td>\n",
              "      <td>1.207814e+07</td>\n",
              "      <td>1.100501e+07</td>\n",
              "      <td>1.187375e+07</td>\n",
              "      <td>1.203380e+07</td>\n",
              "      <td>1.234913e+07</td>\n",
              "      <td>1.128370e+07</td>\n",
              "      <td>1.217052e+07</td>\n",
              "      <td>1.209980e+07</td>\n",
              "      <td>1.205213e+07</td>\n",
              "      <td>1.170915e+07</td>\n",
              "      <td>1.203145e+07</td>\n",
              "      <td>1.135200e+07</td>\n",
              "      <td>1.158406e+07</td>\n",
              "      <td>1.077600e+07</td>\n",
              "      <td>1.198114e+07</td>\n",
              "      <td>1.265115e+07</td>\n",
              "      <td>1.244753e+07</td>\n",
              "      <td>...</td>\n",
              "      <td>1.602724e+07</td>\n",
              "      <td>1.535359e+07</td>\n",
              "      <td>1.628452e+07</td>\n",
              "      <td>1.641141e+07</td>\n",
              "      <td>1.651121e+07</td>\n",
              "      <td>1.621887e+07</td>\n",
              "      <td>1.691659e+07</td>\n",
              "      <td>1.624351e+07</td>\n",
              "      <td>1.606908e+07</td>\n",
              "      <td>1.629393e+07</td>\n",
              "      <td>1.574966e+07</td>\n",
              "      <td>1.410840e+07</td>\n",
              "      <td>1.587654e+07</td>\n",
              "      <td>1.539726e+07</td>\n",
              "      <td>1.630172e+07</td>\n",
              "      <td>1.631644e+07</td>\n",
              "      <td>1.690076e+07</td>\n",
              "      <td>1.712220e+07</td>\n",
              "      <td>1.717402e+07</td>\n",
              "      <td>1.687754e+07</td>\n",
              "      <td>1.681421e+07</td>\n",
              "      <td>1.726896e+07</td>\n",
              "      <td>1.641390e+07</td>\n",
              "      <td>1.647405e+07</td>\n",
              "      <td>1.618797e+07</td>\n",
              "      <td>1.565954e+07</td>\n",
              "      <td>1.505704e+07</td>\n",
              "      <td>1.329191e+07</td>\n",
              "      <td>1.421679e+07</td>\n",
              "      <td>1.537567e+07</td>\n",
              "      <td>1.875760e+07</td>\n",
              "      <td>1.983404e+07</td>\n",
              "      <td>1.898242e+07</td>\n",
              "      <td>1.934079e+07</td>\n",
              "      <td>1.883305e+07</td>\n",
              "      <td>1.802595e+07</td>\n",
              "      <td>1.942344e+07</td>\n",
              "      <td>1.918193e+07</td>\n",
              "      <td>2.152871e+07</td>\n",
              "      <td>2.222341e+09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>1.255873e+07</td>\n",
              "      <td>1.655672e+07</td>\n",
              "      <td>1.771383e+07</td>\n",
              "      <td>1.782612e+07</td>\n",
              "      <td>1.806085e+07</td>\n",
              "      <td>1.658907e+07</td>\n",
              "      <td>1.816271e+07</td>\n",
              "      <td>1.792302e+07</td>\n",
              "      <td>1.790986e+07</td>\n",
              "      <td>1.834682e+07</td>\n",
              "      <td>1.555556e+07</td>\n",
              "      <td>1.870393e+07</td>\n",
              "      <td>1.773049e+07</td>\n",
              "      <td>1.994318e+07</td>\n",
              "      <td>2.000797e+07</td>\n",
              "      <td>2.062158e+07</td>\n",
              "      <td>2.070698e+07</td>\n",
              "      <td>2.091454e+07</td>\n",
              "      <td>2.129939e+07</td>\n",
              "      <td>2.185279e+07</td>\n",
              "      <td>2.201227e+07</td>\n",
              "      <td>2.163152e+07</td>\n",
              "      <td>2.232126e+07</td>\n",
              "      <td>2.112927e+07</td>\n",
              "      <td>2.053044e+07</td>\n",
              "      <td>2.255583e+07</td>\n",
              "      <td>2.192481e+07</td>\n",
              "      <td>2.258091e+07</td>\n",
              "      <td>2.266142e+07</td>\n",
              "      <td>2.303662e+07</td>\n",
              "      <td>2.358673e+07</td>\n",
              "      <td>2.286701e+07</td>\n",
              "      <td>2.282783e+07</td>\n",
              "      <td>2.335003e+07</td>\n",
              "      <td>2.233930e+07</td>\n",
              "      <td>2.262513e+07</td>\n",
              "      <td>2.342535e+07</td>\n",
              "      <td>2.386996e+07</td>\n",
              "      <td>2.453992e+07</td>\n",
              "      <td>2.300942e+07</td>\n",
              "      <td>...</td>\n",
              "      <td>3.005804e+07</td>\n",
              "      <td>2.805233e+07</td>\n",
              "      <td>3.148040e+07</td>\n",
              "      <td>3.210221e+07</td>\n",
              "      <td>3.140382e+07</td>\n",
              "      <td>3.244821e+07</td>\n",
              "      <td>3.145318e+07</td>\n",
              "      <td>3.207756e+07</td>\n",
              "      <td>3.179098e+07</td>\n",
              "      <td>3.189671e+07</td>\n",
              "      <td>3.107899e+07</td>\n",
              "      <td>3.188737e+07</td>\n",
              "      <td>3.224584e+07</td>\n",
              "      <td>3.012038e+07</td>\n",
              "      <td>3.176534e+07</td>\n",
              "      <td>3.322525e+07</td>\n",
              "      <td>3.367205e+07</td>\n",
              "      <td>3.266827e+07</td>\n",
              "      <td>3.009227e+07</td>\n",
              "      <td>3.144618e+07</td>\n",
              "      <td>3.254920e+07</td>\n",
              "      <td>3.407410e+07</td>\n",
              "      <td>3.337437e+07</td>\n",
              "      <td>3.226943e+07</td>\n",
              "      <td>3.234543e+07</td>\n",
              "      <td>3.253316e+07</td>\n",
              "      <td>3.207692e+07</td>\n",
              "      <td>2.680753e+07</td>\n",
              "      <td>3.217786e+07</td>\n",
              "      <td>3.548505e+07</td>\n",
              "      <td>3.803986e+07</td>\n",
              "      <td>3.837523e+07</td>\n",
              "      <td>3.769480e+07</td>\n",
              "      <td>3.635716e+07</td>\n",
              "      <td>3.551736e+07</td>\n",
              "      <td>3.584492e+07</td>\n",
              "      <td>3.899858e+07</td>\n",
              "      <td>3.896611e+07</td>\n",
              "      <td>4.257709e+07</td>\n",
              "      <td>4.288189e+09</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>3.040477e+07</td>\n",
              "      <td>3.999483e+07</td>\n",
              "      <td>4.527527e+07</td>\n",
              "      <td>4.544384e+07</td>\n",
              "      <td>4.578270e+07</td>\n",
              "      <td>4.910399e+07</td>\n",
              "      <td>5.053398e+07</td>\n",
              "      <td>5.150360e+07</td>\n",
              "      <td>5.027887e+07</td>\n",
              "      <td>4.823561e+07</td>\n",
              "      <td>4.155914e+07</td>\n",
              "      <td>5.171888e+07</td>\n",
              "      <td>4.792766e+07</td>\n",
              "      <td>4.869615e+07</td>\n",
              "      <td>5.383137e+07</td>\n",
              "      <td>5.354337e+07</td>\n",
              "      <td>5.595000e+07</td>\n",
              "      <td>5.366446e+07</td>\n",
              "      <td>5.691932e+07</td>\n",
              "      <td>5.776319e+07</td>\n",
              "      <td>5.616557e+07</td>\n",
              "      <td>5.596078e+07</td>\n",
              "      <td>5.323019e+07</td>\n",
              "      <td>5.385544e+07</td>\n",
              "      <td>5.273471e+07</td>\n",
              "      <td>5.771005e+07</td>\n",
              "      <td>5.612556e+07</td>\n",
              "      <td>6.055498e+07</td>\n",
              "      <td>5.807184e+07</td>\n",
              "      <td>6.092138e+07</td>\n",
              "      <td>6.191858e+07</td>\n",
              "      <td>5.887092e+07</td>\n",
              "      <td>5.833460e+07</td>\n",
              "      <td>5.815325e+07</td>\n",
              "      <td>5.748834e+07</td>\n",
              "      <td>5.643406e+07</td>\n",
              "      <td>5.558927e+07</td>\n",
              "      <td>5.944375e+07</td>\n",
              "      <td>5.853537e+07</td>\n",
              "      <td>6.131270e+07</td>\n",
              "      <td>...</td>\n",
              "      <td>7.526267e+07</td>\n",
              "      <td>7.332630e+07</td>\n",
              "      <td>7.855627e+07</td>\n",
              "      <td>7.865139e+07</td>\n",
              "      <td>8.035622e+07</td>\n",
              "      <td>8.084276e+07</td>\n",
              "      <td>8.507384e+07</td>\n",
              "      <td>8.265423e+07</td>\n",
              "      <td>7.985467e+07</td>\n",
              "      <td>8.084852e+07</td>\n",
              "      <td>7.666194e+07</td>\n",
              "      <td>7.334537e+07</td>\n",
              "      <td>8.177876e+07</td>\n",
              "      <td>7.644095e+07</td>\n",
              "      <td>7.850992e+07</td>\n",
              "      <td>7.913176e+07</td>\n",
              "      <td>8.807586e+07</td>\n",
              "      <td>8.315364e+07</td>\n",
              "      <td>9.148622e+07</td>\n",
              "      <td>8.853224e+07</td>\n",
              "      <td>8.486372e+07</td>\n",
              "      <td>8.729135e+07</td>\n",
              "      <td>8.279296e+07</td>\n",
              "      <td>8.057909e+07</td>\n",
              "      <td>8.526746e+07</td>\n",
              "      <td>7.966218e+07</td>\n",
              "      <td>8.068619e+07</td>\n",
              "      <td>7.416413e+07</td>\n",
              "      <td>8.303913e+07</td>\n",
              "      <td>8.868357e+07</td>\n",
              "      <td>9.964334e+07</td>\n",
              "      <td>9.790720e+07</td>\n",
              "      <td>9.232918e+07</td>\n",
              "      <td>9.239933e+07</td>\n",
              "      <td>9.158890e+07</td>\n",
              "      <td>9.440062e+07</td>\n",
              "      <td>9.825182e+07</td>\n",
              "      <td>9.123677e+07</td>\n",
              "      <td>1.106789e+08</td>\n",
              "      <td>1.077070e+10</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>1.658321e+08</td>\n",
              "      <td>2.563681e+08</td>\n",
              "      <td>2.901353e+08</td>\n",
              "      <td>2.936721e+08</td>\n",
              "      <td>3.227835e+08</td>\n",
              "      <td>3.434701e+08</td>\n",
              "      <td>3.426662e+08</td>\n",
              "      <td>3.330783e+08</td>\n",
              "      <td>3.352359e+08</td>\n",
              "      <td>3.243572e+08</td>\n",
              "      <td>2.976844e+08</td>\n",
              "      <td>3.431538e+08</td>\n",
              "      <td>3.322475e+08</td>\n",
              "      <td>3.372626e+08</td>\n",
              "      <td>3.729902e+08</td>\n",
              "      <td>3.609064e+08</td>\n",
              "      <td>3.860256e+08</td>\n",
              "      <td>3.783947e+08</td>\n",
              "      <td>3.933254e+08</td>\n",
              "      <td>4.045015e+08</td>\n",
              "      <td>3.875884e+08</td>\n",
              "      <td>3.897631e+08</td>\n",
              "      <td>3.676098e+08</td>\n",
              "      <td>3.760243e+08</td>\n",
              "      <td>3.593807e+08</td>\n",
              "      <td>3.998275e+08</td>\n",
              "      <td>4.002260e+08</td>\n",
              "      <td>4.084841e+08</td>\n",
              "      <td>4.004707e+08</td>\n",
              "      <td>4.097890e+08</td>\n",
              "      <td>4.145671e+08</td>\n",
              "      <td>4.083652e+08</td>\n",
              "      <td>3.967065e+08</td>\n",
              "      <td>4.161253e+08</td>\n",
              "      <td>4.153657e+08</td>\n",
              "      <td>4.009844e+08</td>\n",
              "      <td>4.038116e+08</td>\n",
              "      <td>4.236683e+08</td>\n",
              "      <td>4.203042e+08</td>\n",
              "      <td>4.326022e+08</td>\n",
              "      <td>...</td>\n",
              "      <td>5.217633e+08</td>\n",
              "      <td>5.019034e+08</td>\n",
              "      <td>5.361995e+08</td>\n",
              "      <td>5.411852e+08</td>\n",
              "      <td>5.497315e+08</td>\n",
              "      <td>5.415511e+08</td>\n",
              "      <td>5.570694e+08</td>\n",
              "      <td>5.594468e+08</td>\n",
              "      <td>5.386757e+08</td>\n",
              "      <td>5.525485e+08</td>\n",
              "      <td>5.280615e+08</td>\n",
              "      <td>5.256829e+08</td>\n",
              "      <td>5.573929e+08</td>\n",
              "      <td>5.253650e+08</td>\n",
              "      <td>5.429199e+08</td>\n",
              "      <td>5.544317e+08</td>\n",
              "      <td>5.811681e+08</td>\n",
              "      <td>5.548008e+08</td>\n",
              "      <td>5.904869e+08</td>\n",
              "      <td>5.919567e+08</td>\n",
              "      <td>5.655819e+08</td>\n",
              "      <td>5.913416e+08</td>\n",
              "      <td>5.533539e+08</td>\n",
              "      <td>5.448190e+08</td>\n",
              "      <td>5.750355e+08</td>\n",
              "      <td>5.415871e+08</td>\n",
              "      <td>5.438990e+08</td>\n",
              "      <td>4.814756e+08</td>\n",
              "      <td>5.201084e+08</td>\n",
              "      <td>5.674892e+08</td>\n",
              "      <td>6.662153e+08</td>\n",
              "      <td>6.496534e+08</td>\n",
              "      <td>6.564315e+08</td>\n",
              "      <td>6.467563e+08</td>\n",
              "      <td>6.291450e+08</td>\n",
              "      <td>6.270899e+08</td>\n",
              "      <td>6.636938e+08</td>\n",
              "      <td>6.519253e+08</td>\n",
              "      <td>7.457450e+08</td>\n",
              "      <td>7.555858e+10</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 159 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "           2008/Jan      2008/Fev  ...      2021/Mar         Total\n",
              "count  3.200000e+01  3.200000e+01  ...  3.200000e+01  3.200000e+01\n",
              "mean   2.552655e+07  3.832339e+07  ...  1.054726e+08  1.078011e+10\n",
              "std    3.624619e+07  5.630353e+07  ...  1.584169e+08  1.613982e+10\n",
              "min    6.578895e+05  7.779393e+05  ...  1.357751e+06  3.098601e+08\n",
              "25%    4.782954e+06  7.504108e+06  ...  2.152871e+07  2.222341e+09\n",
              "50%    1.255873e+07  1.655672e+07  ...  4.257709e+07  4.288189e+09\n",
              "75%    3.040477e+07  3.999483e+07  ...  1.106789e+08  1.077070e+10\n",
              "max    1.658321e+08  2.563681e+08  ...  7.457450e+08  7.555858e+10\n",
              "\n",
              "[8 rows x 159 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 26
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ViF65Murhhdd",
        "outputId": "3555779d-e93e-4433-ddd0-2d56edf47122"
      },
      "source": [
        "dados.info()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "<class 'pandas.core.frame.DataFrame'>\n",
            "RangeIndex: 32 entries, 0 to 31\n",
            "Columns: 161 entries, Região/Unidade da Federação to Total\n",
            "dtypes: float64(159), object(2)\n",
            "memory usage: 40.4+ KB\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "euqmcjP8h2cS"
      },
      "source": [
        "pd.options.display.float_format = \"{:.2f}\".format"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 346
        },
        "id": "ygSXezLUiB1W",
        "outputId": "319ff155-9730-422e-b6b3-aa74fc78c176"
      },
      "source": [
        "dados.describe()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>2008/Jan</th>\n",
              "      <th>2008/Fev</th>\n",
              "      <th>2008/Mar</th>\n",
              "      <th>2008/Abr</th>\n",
              "      <th>2008/Mai</th>\n",
              "      <th>2008/Jun</th>\n",
              "      <th>2008/Jul</th>\n",
              "      <th>2008/Ago</th>\n",
              "      <th>2008/Set</th>\n",
              "      <th>2008/Out</th>\n",
              "      <th>2008/Nov</th>\n",
              "      <th>2008/Dez</th>\n",
              "      <th>2009/Jan</th>\n",
              "      <th>2009/Fev</th>\n",
              "      <th>2009/Mar</th>\n",
              "      <th>2009/Abr</th>\n",
              "      <th>2009/Mai</th>\n",
              "      <th>2009/Jun</th>\n",
              "      <th>2009/Jul</th>\n",
              "      <th>2009/Ago</th>\n",
              "      <th>2009/Out</th>\n",
              "      <th>2009/Nov</th>\n",
              "      <th>2009/Dez</th>\n",
              "      <th>2010/Jan</th>\n",
              "      <th>2010/Fev</th>\n",
              "      <th>2010/Mar</th>\n",
              "      <th>2010/Abr</th>\n",
              "      <th>2010/Mai</th>\n",
              "      <th>2010/Jun</th>\n",
              "      <th>2010/Jul</th>\n",
              "      <th>2010/Ago</th>\n",
              "      <th>2010/Set</th>\n",
              "      <th>2010/Out</th>\n",
              "      <th>2010/Nov</th>\n",
              "      <th>2010/Dez</th>\n",
              "      <th>2011/Jan</th>\n",
              "      <th>2011/Fev</th>\n",
              "      <th>2011/Mar</th>\n",
              "      <th>2011/Abr</th>\n",
              "      <th>2011/Mai</th>\n",
              "      <th>...</th>\n",
              "      <th>2018/Jan</th>\n",
              "      <th>2018/Fev</th>\n",
              "      <th>2018/Mar</th>\n",
              "      <th>2018/Abr</th>\n",
              "      <th>2018/Mai</th>\n",
              "      <th>2018/Jun</th>\n",
              "      <th>2018/Jul</th>\n",
              "      <th>2018/Ago</th>\n",
              "      <th>2018/Set</th>\n",
              "      <th>2018/Out</th>\n",
              "      <th>2018/Nov</th>\n",
              "      <th>2018/Dez</th>\n",
              "      <th>2019/Jan</th>\n",
              "      <th>2019/Fev</th>\n",
              "      <th>2019/Mar</th>\n",
              "      <th>2019/Abr</th>\n",
              "      <th>2019/Mai</th>\n",
              "      <th>2019/Jun</th>\n",
              "      <th>2019/Jul</th>\n",
              "      <th>2019/Ago</th>\n",
              "      <th>2019/Set</th>\n",
              "      <th>2019/Out</th>\n",
              "      <th>2019/Nov</th>\n",
              "      <th>2019/Dez</th>\n",
              "      <th>2020/Jan</th>\n",
              "      <th>2020/Fev</th>\n",
              "      <th>2020/Mar</th>\n",
              "      <th>2020/Abr</th>\n",
              "      <th>2020/Mai</th>\n",
              "      <th>2020/Jun</th>\n",
              "      <th>2020/Jul</th>\n",
              "      <th>2020/Ago</th>\n",
              "      <th>2020/Set</th>\n",
              "      <th>2020/Out</th>\n",
              "      <th>2020/Nov</th>\n",
              "      <th>2020/Dez</th>\n",
              "      <th>2021/Jan</th>\n",
              "      <th>2021/Fev</th>\n",
              "      <th>2021/Mar</th>\n",
              "      <th>Total</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>...</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "      <td>32.00</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>25526553.70</td>\n",
              "      <td>38323391.83</td>\n",
              "      <td>41502691.15</td>\n",
              "      <td>42916428.84</td>\n",
              "      <td>44737727.47</td>\n",
              "      <td>47011347.73</td>\n",
              "      <td>47811892.80</td>\n",
              "      <td>46913040.52</td>\n",
              "      <td>47060165.13</td>\n",
              "      <td>45813691.61</td>\n",
              "      <td>41763569.51</td>\n",
              "      <td>48497996.04</td>\n",
              "      <td>46878038.84</td>\n",
              "      <td>47286311.54</td>\n",
              "      <td>52617697.73</td>\n",
              "      <td>51569106.44</td>\n",
              "      <td>54114312.88</td>\n",
              "      <td>53292385.20</td>\n",
              "      <td>55031404.67</td>\n",
              "      <td>55802633.41</td>\n",
              "      <td>54708424.94</td>\n",
              "      <td>54319601.16</td>\n",
              "      <td>52595968.31</td>\n",
              "      <td>53257655.56</td>\n",
              "      <td>50504866.76</td>\n",
              "      <td>55686242.70</td>\n",
              "      <td>56389555.56</td>\n",
              "      <td>57142001.20</td>\n",
              "      <td>55685080.21</td>\n",
              "      <td>56998068.33</td>\n",
              "      <td>58232439.37</td>\n",
              "      <td>56651113.50</td>\n",
              "      <td>56029301.58</td>\n",
              "      <td>57814725.51</td>\n",
              "      <td>56906097.75</td>\n",
              "      <td>55802956.45</td>\n",
              "      <td>55255431.96</td>\n",
              "      <td>58287665.81</td>\n",
              "      <td>58782653.60</td>\n",
              "      <td>59312383.30</td>\n",
              "      <td>...</td>\n",
              "      <td>76158036.14</td>\n",
              "      <td>72536289.86</td>\n",
              "      <td>78098173.22</td>\n",
              "      <td>79098084.07</td>\n",
              "      <td>79994838.73</td>\n",
              "      <td>79553777.44</td>\n",
              "      <td>81345143.88</td>\n",
              "      <td>82288871.06</td>\n",
              "      <td>79533078.32</td>\n",
              "      <td>80999281.97</td>\n",
              "      <td>78390683.96</td>\n",
              "      <td>76153004.27</td>\n",
              "      <td>80517143.97</td>\n",
              "      <td>76663422.56</td>\n",
              "      <td>79649634.68</td>\n",
              "      <td>81277538.96</td>\n",
              "      <td>84837933.79</td>\n",
              "      <td>81768936.85</td>\n",
              "      <td>85824522.59</td>\n",
              "      <td>86207638.46</td>\n",
              "      <td>83548521.24</td>\n",
              "      <td>86340577.02</td>\n",
              "      <td>82126947.44</td>\n",
              "      <td>79740338.24</td>\n",
              "      <td>82988389.22</td>\n",
              "      <td>80403755.31</td>\n",
              "      <td>80390462.10</td>\n",
              "      <td>69293637.20</td>\n",
              "      <td>74748625.86</td>\n",
              "      <td>80488017.97</td>\n",
              "      <td>92750651.10</td>\n",
              "      <td>94635051.48</td>\n",
              "      <td>92369029.13</td>\n",
              "      <td>93123946.64</td>\n",
              "      <td>91512274.73</td>\n",
              "      <td>90074975.32</td>\n",
              "      <td>94624449.78</td>\n",
              "      <td>93788268.71</td>\n",
              "      <td>105472633.65</td>\n",
              "      <td>10780110008.68</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>36246193.56</td>\n",
              "      <td>56303528.86</td>\n",
              "      <td>61620991.48</td>\n",
              "      <td>63345802.05</td>\n",
              "      <td>68492433.73</td>\n",
              "      <td>72195812.83</td>\n",
              "      <td>72669558.42</td>\n",
              "      <td>70600430.21</td>\n",
              "      <td>70974266.87</td>\n",
              "      <td>68581337.02</td>\n",
              "      <td>63362312.68</td>\n",
              "      <td>73072426.53</td>\n",
              "      <td>70519777.86</td>\n",
              "      <td>71545963.26</td>\n",
              "      <td>79430200.13</td>\n",
              "      <td>77059681.19</td>\n",
              "      <td>81701514.23</td>\n",
              "      <td>80523886.26</td>\n",
              "      <td>83283904.69</td>\n",
              "      <td>85567394.39</td>\n",
              "      <td>82504945.28</td>\n",
              "      <td>82729488.98</td>\n",
              "      <td>78808606.86</td>\n",
              "      <td>80183947.77</td>\n",
              "      <td>76164844.04</td>\n",
              "      <td>84702545.72</td>\n",
              "      <td>85614378.64</td>\n",
              "      <td>86569243.41</td>\n",
              "      <td>84657324.69</td>\n",
              "      <td>86558464.25</td>\n",
              "      <td>88202506.56</td>\n",
              "      <td>86434746.11</td>\n",
              "      <td>84324306.03</td>\n",
              "      <td>88432290.44</td>\n",
              "      <td>87748297.30</td>\n",
              "      <td>84894971.26</td>\n",
              "      <td>85315515.49</td>\n",
              "      <td>89341956.25</td>\n",
              "      <td>88947260.98</td>\n",
              "      <td>91046150.71</td>\n",
              "      <td>...</td>\n",
              "      <td>112645267.24</td>\n",
              "      <td>107548801.28</td>\n",
              "      <td>115315473.53</td>\n",
              "      <td>116791586.87</td>\n",
              "      <td>118547711.96</td>\n",
              "      <td>116840510.52</td>\n",
              "      <td>119898004.12</td>\n",
              "      <td>121231520.83</td>\n",
              "      <td>116670659.86</td>\n",
              "      <td>119369157.05</td>\n",
              "      <td>115263827.38</td>\n",
              "      <td>113328364.88</td>\n",
              "      <td>119608506.03</td>\n",
              "      <td>113230075.44</td>\n",
              "      <td>116954233.73</td>\n",
              "      <td>119773824.63</td>\n",
              "      <td>124859801.36</td>\n",
              "      <td>119872380.61</td>\n",
              "      <td>126715806.27</td>\n",
              "      <td>127373004.19</td>\n",
              "      <td>122370935.24</td>\n",
              "      <td>127520182.43</td>\n",
              "      <td>119966117.02</td>\n",
              "      <td>117121142.84</td>\n",
              "      <td>122936483.35</td>\n",
              "      <td>117380641.24</td>\n",
              "      <td>117917590.25</td>\n",
              "      <td>102193850.32</td>\n",
              "      <td>109984444.62</td>\n",
              "      <td>119389128.63</td>\n",
              "      <td>140247570.91</td>\n",
              "      <td>138729212.50</td>\n",
              "      <td>138756379.53</td>\n",
              "      <td>138281783.94</td>\n",
              "      <td>135261725.26</td>\n",
              "      <td>133693989.38</td>\n",
              "      <td>141139561.42</td>\n",
              "      <td>139190907.36</td>\n",
              "      <td>158416936.56</td>\n",
              "      <td>16139815186.95</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>657889.53</td>\n",
              "      <td>777939.31</td>\n",
              "      <td>718688.03</td>\n",
              "      <td>839994.39</td>\n",
              "      <td>862347.96</td>\n",
              "      <td>832440.66</td>\n",
              "      <td>996693.09</td>\n",
              "      <td>894271.18</td>\n",
              "      <td>910424.17</td>\n",
              "      <td>1191770.32</td>\n",
              "      <td>1056218.71</td>\n",
              "      <td>1244339.25</td>\n",
              "      <td>1085679.25</td>\n",
              "      <td>969528.54</td>\n",
              "      <td>1393226.70</td>\n",
              "      <td>1273734.17</td>\n",
              "      <td>1552638.50</td>\n",
              "      <td>1490587.74</td>\n",
              "      <td>1596751.80</td>\n",
              "      <td>1746538.99</td>\n",
              "      <td>1164711.18</td>\n",
              "      <td>1434809.17</td>\n",
              "      <td>1603817.28</td>\n",
              "      <td>1437340.80</td>\n",
              "      <td>1332094.01</td>\n",
              "      <td>1525752.37</td>\n",
              "      <td>1572809.36</td>\n",
              "      <td>1653304.86</td>\n",
              "      <td>1685303.78</td>\n",
              "      <td>1773604.15</td>\n",
              "      <td>1643518.23</td>\n",
              "      <td>1811346.65</td>\n",
              "      <td>1654294.56</td>\n",
              "      <td>1674871.65</td>\n",
              "      <td>1250999.28</td>\n",
              "      <td>1257275.43</td>\n",
              "      <td>1171045.72</td>\n",
              "      <td>1389668.67</td>\n",
              "      <td>1344865.94</td>\n",
              "      <td>1067658.62</td>\n",
              "      <td>...</td>\n",
              "      <td>1836149.63</td>\n",
              "      <td>1954823.32</td>\n",
              "      <td>1882553.32</td>\n",
              "      <td>1781034.49</td>\n",
              "      <td>1821567.42</td>\n",
              "      <td>2120412.72</td>\n",
              "      <td>1910968.09</td>\n",
              "      <td>2453555.40</td>\n",
              "      <td>2619709.86</td>\n",
              "      <td>2637161.32</td>\n",
              "      <td>2139141.93</td>\n",
              "      <td>2123426.26</td>\n",
              "      <td>2527888.58</td>\n",
              "      <td>1906429.95</td>\n",
              "      <td>1923440.17</td>\n",
              "      <td>2411628.00</td>\n",
              "      <td>2495491.03</td>\n",
              "      <td>2117098.07</td>\n",
              "      <td>2388704.49</td>\n",
              "      <td>2905190.27</td>\n",
              "      <td>2145557.83</td>\n",
              "      <td>2455947.45</td>\n",
              "      <td>2310514.38</td>\n",
              "      <td>2296699.42</td>\n",
              "      <td>2333822.65</td>\n",
              "      <td>2310195.65</td>\n",
              "      <td>1842472.54</td>\n",
              "      <td>1705873.64</td>\n",
              "      <td>2065055.35</td>\n",
              "      <td>2009912.57</td>\n",
              "      <td>3015488.30</td>\n",
              "      <td>2826486.18</td>\n",
              "      <td>2416019.23</td>\n",
              "      <td>2203732.04</td>\n",
              "      <td>527840.46</td>\n",
              "      <td>675277.05</td>\n",
              "      <td>419553.49</td>\n",
              "      <td>319160.87</td>\n",
              "      <td>1357751.33</td>\n",
              "      <td>309860092.59</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>4782954.05</td>\n",
              "      <td>7504108.14</td>\n",
              "      <td>8355411.04</td>\n",
              "      <td>8796643.21</td>\n",
              "      <td>9311989.94</td>\n",
              "      <td>10183375.35</td>\n",
              "      <td>9757510.89</td>\n",
              "      <td>9368207.18</td>\n",
              "      <td>9513460.21</td>\n",
              "      <td>9644801.35</td>\n",
              "      <td>8875094.02</td>\n",
              "      <td>9281884.64</td>\n",
              "      <td>9458363.24</td>\n",
              "      <td>9452479.38</td>\n",
              "      <td>10999895.68</td>\n",
              "      <td>10556116.31</td>\n",
              "      <td>11984875.94</td>\n",
              "      <td>11594057.94</td>\n",
              "      <td>11542403.49</td>\n",
              "      <td>11063280.35</td>\n",
              "      <td>11730342.80</td>\n",
              "      <td>11307459.03</td>\n",
              "      <td>10686035.07</td>\n",
              "      <td>12078144.29</td>\n",
              "      <td>11005006.72</td>\n",
              "      <td>11873746.88</td>\n",
              "      <td>12033804.76</td>\n",
              "      <td>12349129.99</td>\n",
              "      <td>11283696.33</td>\n",
              "      <td>12170522.81</td>\n",
              "      <td>12099802.79</td>\n",
              "      <td>12052126.64</td>\n",
              "      <td>11709150.39</td>\n",
              "      <td>12031446.44</td>\n",
              "      <td>11351996.14</td>\n",
              "      <td>11584062.78</td>\n",
              "      <td>10776000.11</td>\n",
              "      <td>11981139.03</td>\n",
              "      <td>12651154.60</td>\n",
              "      <td>12447532.85</td>\n",
              "      <td>...</td>\n",
              "      <td>16027239.60</td>\n",
              "      <td>15353589.48</td>\n",
              "      <td>16284523.59</td>\n",
              "      <td>16411405.96</td>\n",
              "      <td>16511213.34</td>\n",
              "      <td>16218874.77</td>\n",
              "      <td>16916586.89</td>\n",
              "      <td>16243513.25</td>\n",
              "      <td>16069080.57</td>\n",
              "      <td>16293925.31</td>\n",
              "      <td>15749657.98</td>\n",
              "      <td>14108398.79</td>\n",
              "      <td>15876542.50</td>\n",
              "      <td>15397264.36</td>\n",
              "      <td>16301719.42</td>\n",
              "      <td>16316438.46</td>\n",
              "      <td>16900763.73</td>\n",
              "      <td>17122198.59</td>\n",
              "      <td>17174020.27</td>\n",
              "      <td>16877535.38</td>\n",
              "      <td>16814209.34</td>\n",
              "      <td>17268963.83</td>\n",
              "      <td>16413900.30</td>\n",
              "      <td>16474049.14</td>\n",
              "      <td>16187967.72</td>\n",
              "      <td>15659535.40</td>\n",
              "      <td>15057035.82</td>\n",
              "      <td>13291907.31</td>\n",
              "      <td>14216785.65</td>\n",
              "      <td>15375670.82</td>\n",
              "      <td>18757598.45</td>\n",
              "      <td>19834039.35</td>\n",
              "      <td>18982417.43</td>\n",
              "      <td>19340786.39</td>\n",
              "      <td>18833047.27</td>\n",
              "      <td>18025954.16</td>\n",
              "      <td>19423443.14</td>\n",
              "      <td>19181934.10</td>\n",
              "      <td>21528713.60</td>\n",
              "      <td>2222341497.17</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>12558728.14</td>\n",
              "      <td>16556718.80</td>\n",
              "      <td>17713829.05</td>\n",
              "      <td>17826123.08</td>\n",
              "      <td>18060849.03</td>\n",
              "      <td>16589067.60</td>\n",
              "      <td>18162708.27</td>\n",
              "      <td>17923021.78</td>\n",
              "      <td>17909860.66</td>\n",
              "      <td>18346821.16</td>\n",
              "      <td>15555562.57</td>\n",
              "      <td>18703932.77</td>\n",
              "      <td>17730490.59</td>\n",
              "      <td>19943179.66</td>\n",
              "      <td>20007969.43</td>\n",
              "      <td>20621581.86</td>\n",
              "      <td>20706976.11</td>\n",
              "      <td>20914538.84</td>\n",
              "      <td>21299387.49</td>\n",
              "      <td>21852788.16</td>\n",
              "      <td>22012269.73</td>\n",
              "      <td>21631518.38</td>\n",
              "      <td>22321264.90</td>\n",
              "      <td>21129266.20</td>\n",
              "      <td>20530441.76</td>\n",
              "      <td>22555829.59</td>\n",
              "      <td>21924812.98</td>\n",
              "      <td>22580912.62</td>\n",
              "      <td>22661418.72</td>\n",
              "      <td>23036619.04</td>\n",
              "      <td>23586730.10</td>\n",
              "      <td>22867013.00</td>\n",
              "      <td>22827834.89</td>\n",
              "      <td>23350025.80</td>\n",
              "      <td>22339301.50</td>\n",
              "      <td>22625134.38</td>\n",
              "      <td>23425348.95</td>\n",
              "      <td>23869955.32</td>\n",
              "      <td>24539918.11</td>\n",
              "      <td>23009419.41</td>\n",
              "      <td>...</td>\n",
              "      <td>30058037.10</td>\n",
              "      <td>28052331.16</td>\n",
              "      <td>31480398.05</td>\n",
              "      <td>32102213.38</td>\n",
              "      <td>31403824.62</td>\n",
              "      <td>32448211.14</td>\n",
              "      <td>31453176.96</td>\n",
              "      <td>32077559.89</td>\n",
              "      <td>31790981.87</td>\n",
              "      <td>31896714.25</td>\n",
              "      <td>31078987.00</td>\n",
              "      <td>31887368.54</td>\n",
              "      <td>32245840.99</td>\n",
              "      <td>30120384.43</td>\n",
              "      <td>31765338.40</td>\n",
              "      <td>33225245.42</td>\n",
              "      <td>33672053.61</td>\n",
              "      <td>32668269.55</td>\n",
              "      <td>30092274.66</td>\n",
              "      <td>31446179.11</td>\n",
              "      <td>32549203.60</td>\n",
              "      <td>34074095.80</td>\n",
              "      <td>33374367.27</td>\n",
              "      <td>32269433.56</td>\n",
              "      <td>32345427.04</td>\n",
              "      <td>32533164.67</td>\n",
              "      <td>32076915.12</td>\n",
              "      <td>26807534.88</td>\n",
              "      <td>32177861.46</td>\n",
              "      <td>35485051.48</td>\n",
              "      <td>38039856.16</td>\n",
              "      <td>38375228.95</td>\n",
              "      <td>37694802.80</td>\n",
              "      <td>36357155.77</td>\n",
              "      <td>35517358.52</td>\n",
              "      <td>35844916.78</td>\n",
              "      <td>38998582.92</td>\n",
              "      <td>38966105.22</td>\n",
              "      <td>42577088.47</td>\n",
              "      <td>4288189250.16</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>30404767.07</td>\n",
              "      <td>39994831.25</td>\n",
              "      <td>45275271.04</td>\n",
              "      <td>45443839.34</td>\n",
              "      <td>45782699.13</td>\n",
              "      <td>49103990.55</td>\n",
              "      <td>50533979.01</td>\n",
              "      <td>51503602.66</td>\n",
              "      <td>50278868.50</td>\n",
              "      <td>48235612.57</td>\n",
              "      <td>41559140.70</td>\n",
              "      <td>51718875.19</td>\n",
              "      <td>47927656.92</td>\n",
              "      <td>48696146.67</td>\n",
              "      <td>53831369.77</td>\n",
              "      <td>53543368.22</td>\n",
              "      <td>55950001.53</td>\n",
              "      <td>53664455.09</td>\n",
              "      <td>56919317.97</td>\n",
              "      <td>57763189.66</td>\n",
              "      <td>56165569.00</td>\n",
              "      <td>55960776.12</td>\n",
              "      <td>53230185.31</td>\n",
              "      <td>53855440.76</td>\n",
              "      <td>52734712.95</td>\n",
              "      <td>57710046.56</td>\n",
              "      <td>56125558.25</td>\n",
              "      <td>60554984.57</td>\n",
              "      <td>58071835.89</td>\n",
              "      <td>60921377.43</td>\n",
              "      <td>61918584.82</td>\n",
              "      <td>58870919.79</td>\n",
              "      <td>58334597.14</td>\n",
              "      <td>58153249.89</td>\n",
              "      <td>57488339.31</td>\n",
              "      <td>56434063.19</td>\n",
              "      <td>55589266.34</td>\n",
              "      <td>59443750.62</td>\n",
              "      <td>58535366.63</td>\n",
              "      <td>61312703.16</td>\n",
              "      <td>...</td>\n",
              "      <td>75262669.84</td>\n",
              "      <td>73326295.45</td>\n",
              "      <td>78556274.16</td>\n",
              "      <td>78651393.95</td>\n",
              "      <td>80356220.20</td>\n",
              "      <td>80842762.25</td>\n",
              "      <td>85073842.10</td>\n",
              "      <td>82654225.53</td>\n",
              "      <td>79854671.40</td>\n",
              "      <td>80848524.02</td>\n",
              "      <td>76661935.92</td>\n",
              "      <td>73345373.32</td>\n",
              "      <td>81778764.02</td>\n",
              "      <td>76440945.40</td>\n",
              "      <td>78509921.66</td>\n",
              "      <td>79131761.47</td>\n",
              "      <td>88075861.89</td>\n",
              "      <td>83153644.18</td>\n",
              "      <td>91486224.53</td>\n",
              "      <td>88532235.19</td>\n",
              "      <td>84863723.41</td>\n",
              "      <td>87291354.81</td>\n",
              "      <td>82792957.04</td>\n",
              "      <td>80579085.41</td>\n",
              "      <td>85267462.76</td>\n",
              "      <td>79662184.64</td>\n",
              "      <td>80686193.34</td>\n",
              "      <td>74164132.76</td>\n",
              "      <td>83039131.16</td>\n",
              "      <td>88683568.21</td>\n",
              "      <td>99643335.92</td>\n",
              "      <td>97907203.39</td>\n",
              "      <td>92329184.84</td>\n",
              "      <td>92399327.41</td>\n",
              "      <td>91588898.61</td>\n",
              "      <td>94400623.46</td>\n",
              "      <td>98251822.56</td>\n",
              "      <td>91236768.24</td>\n",
              "      <td>110678929.83</td>\n",
              "      <td>10770703709.52</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>165832115.74</td>\n",
              "      <td>256368087.71</td>\n",
              "      <td>290135265.09</td>\n",
              "      <td>293672101.39</td>\n",
              "      <td>322783478.59</td>\n",
              "      <td>343470119.43</td>\n",
              "      <td>342666217.02</td>\n",
              "      <td>333078346.82</td>\n",
              "      <td>335235903.56</td>\n",
              "      <td>324357208.00</td>\n",
              "      <td>297684366.77</td>\n",
              "      <td>343153774.38</td>\n",
              "      <td>332247499.04</td>\n",
              "      <td>337262649.44</td>\n",
              "      <td>372990170.22</td>\n",
              "      <td>360906372.91</td>\n",
              "      <td>386025588.71</td>\n",
              "      <td>378394733.30</td>\n",
              "      <td>393325389.33</td>\n",
              "      <td>404501515.65</td>\n",
              "      <td>387588409.92</td>\n",
              "      <td>389763058.67</td>\n",
              "      <td>367609762.58</td>\n",
              "      <td>376024264.32</td>\n",
              "      <td>359380741.01</td>\n",
              "      <td>399827485.33</td>\n",
              "      <td>400226031.34</td>\n",
              "      <td>408484146.97</td>\n",
              "      <td>400470726.38</td>\n",
              "      <td>409789023.72</td>\n",
              "      <td>414567092.67</td>\n",
              "      <td>408365225.14</td>\n",
              "      <td>396706502.89</td>\n",
              "      <td>416125270.18</td>\n",
              "      <td>415365742.43</td>\n",
              "      <td>400984422.19</td>\n",
              "      <td>403811619.22</td>\n",
              "      <td>423668311.44</td>\n",
              "      <td>420304178.58</td>\n",
              "      <td>432602188.90</td>\n",
              "      <td>...</td>\n",
              "      <td>521763329.83</td>\n",
              "      <td>501903435.05</td>\n",
              "      <td>536199505.27</td>\n",
              "      <td>541185223.25</td>\n",
              "      <td>549731516.20</td>\n",
              "      <td>541551146.92</td>\n",
              "      <td>557069412.16</td>\n",
              "      <td>559446822.93</td>\n",
              "      <td>538675686.83</td>\n",
              "      <td>552548452.77</td>\n",
              "      <td>528061459.75</td>\n",
              "      <td>525682875.63</td>\n",
              "      <td>557392918.29</td>\n",
              "      <td>525364988.23</td>\n",
              "      <td>542919939.14</td>\n",
              "      <td>554431692.25</td>\n",
              "      <td>581168126.77</td>\n",
              "      <td>554800830.92</td>\n",
              "      <td>590486937.15</td>\n",
              "      <td>591956668.27</td>\n",
              "      <td>565581887.51</td>\n",
              "      <td>591341632.94</td>\n",
              "      <td>553353864.88</td>\n",
              "      <td>544818990.91</td>\n",
              "      <td>575035495.24</td>\n",
              "      <td>541587144.42</td>\n",
              "      <td>543899035.97</td>\n",
              "      <td>481475608.90</td>\n",
              "      <td>520108420.15</td>\n",
              "      <td>567489243.61</td>\n",
              "      <td>666215268.65</td>\n",
              "      <td>649653421.63</td>\n",
              "      <td>656431547.03</td>\n",
              "      <td>646756251.07</td>\n",
              "      <td>629144994.79</td>\n",
              "      <td>627089895.33</td>\n",
              "      <td>663693845.39</td>\n",
              "      <td>651925279.48</td>\n",
              "      <td>745744987.75</td>\n",
              "      <td>75558583703.89</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>8 rows × 159 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "          2008/Jan     2008/Fev  ...     2021/Mar          Total\n",
              "count        32.00        32.00  ...        32.00          32.00\n",
              "mean   25526553.70  38323391.83  ... 105472633.65 10780110008.68\n",
              "std    36246193.56  56303528.86  ... 158416936.56 16139815186.95\n",
              "min      657889.53    777939.31  ...   1357751.33   309860092.59\n",
              "25%     4782954.05   7504108.14  ...  21528713.60  2222341497.17\n",
              "50%    12558728.14  16556718.80  ...  42577088.47  4288189250.16\n",
              "75%    30404767.07  39994831.25  ... 110678929.83 10770703709.52\n",
              "max   165832115.74 256368087.71  ... 745744987.75 75558583703.89\n",
              "\n",
              "[8 rows x 159 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "GaRJcskPiFaU",
        "outputId": "89f7a355-341a-484b-8d70-f7411d2f27c8"
      },
      "source": [
        "dados.mean()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "2008/Jan      25526553.70\n",
              "2008/Fev      38323391.83\n",
              "2008/Mar      41502691.15\n",
              "2008/Abr      42916428.84\n",
              "2008/Mai      44737727.47\n",
              "                ...      \n",
              "2020/Dez      90074975.32\n",
              "2021/Jan      94624449.78\n",
              "2021/Fev      93788268.71\n",
              "2021/Mar     105472633.65\n",
              "Total      10780110008.68\n",
              "Length: 159, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 30
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "DSjEVu7qiLEk",
        "outputId": "14e14cc1-7f81-4ea8-e871-b9dbaa260608"
      },
      "source": [
        "dados['2008/Abr'].describe()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "count          32.00\n",
              "mean     42916428.84\n",
              "std      63345802.05\n",
              "min        839994.39\n",
              "25%       8796643.21\n",
              "50%      17826123.08\n",
              "75%      45443839.34\n",
              "max     293672101.39\n",
              "Name: 2008/Abr, dtype: float64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 34
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 308
        },
        "id": "EbkXd_e_igny",
        "outputId": "a68f55f7-1ac4-4928-9c12-51aec64ce438"
      },
      "source": [
        "dados.plot(x=\"Unidade da Federação\", y=\"2008/Ago\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f98ebdec990>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 44
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 415
        },
        "id": "3JpRDy7LkXOf",
        "outputId": "a0454327-1584-433d-dcc9-91d4963061c1"
      },
      "source": [
        "dados.plot(x=\"Unidade da Federação\", y=\"2008/Ago\",kind=\"bar\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f98eb1a8690>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 45
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 578
        },
        "id": "Ply1Av0nkb2-",
        "outputId": "db2b8639-0f98-4996-a9b3-5e407f7ccf2b"
      },
      "source": [
        "dados.plot(x=\"Unidade da Federação\", y=\"2008/Ago\",kind=\"bar\", figsize=(10,7))"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<matplotlib.axes._subplots.AxesSubplot at 0x7f98eb0c34d0>"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 46
        },
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x504 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "juDNxi1YmHno"
      },
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import matplotlib.ticker as ticker"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 566
        },
        "id": "z9b2IvQzlJuu",
        "outputId": "7394d6a1-7d7d-4e99-b063-048235bea7b3"
      },
      "source": [
        "ax = dados.plot(x=\"Unidade da Federação\", y=\"2008/Ago\",kind=\"bar\", figsize=(10,7))\n",
        "ax.yaxis.set_major_formatter(ticker.StrMethodFormatter(\"{x:,.2f}\"))\n",
        "plt.title(\"Valor por unidade da federação\")\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x504 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "nxceiiG5m4pz"
      },
      "source": [
        "## Desafios"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HpYrQ0EOm6Ah"
      },
      "source": [
        "### Escolher um titulo adequado ao gráfico"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 566
        },
        "id": "hz4S2OoFnRgu",
        "outputId": "f1116ccc-cd45-40a2-a7f2-5d16eca876a9"
      },
      "source": [
        "ax = dados.plot(x=\"Unidade da Federação\", y=\"2008/Ago\",kind=\"bar\", figsize=(10,7))\n",
        "ax.yaxis.set_major_formatter(ticker.StrMethodFormatter(\"{x:,.2f}\"))\n",
        "plt.title(\"Valores repassados aos estados referentes a internações realizadas em Agosto de 2008\")\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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I2KJ0EivXsH02K219OKqn7j5Wm9atZXy1rMceZXtsERFvKcN/Ud6L9aluZ/hzLc79PPtDfZOy7ZaVeY+jOuNR314fLu/dVlQ3/gOQmfdS3dP2uYjYKCL2ojoL+a0S650RMarsew+V2fq6T32Vat/escQaFRFTe6l7LfBIRHwiIjaOiBERsWdE/EW7ypm5lOpnZj4fEZtHxHoRsXNE/GUf29a6DX8AvDQi3lXe0/XLe7BbF/ebTrW2uS/HbH+sqd/6ATAmIv4mqp862Swi9ivT5gL/UN7fbanuW+zpw3ptY0TsGhGvi4gNqfbvx+j7vrW2/aVPfXAbn6E6nj7SZts07ZPWeHyuoR9s9S3gjRFxaFnfjaL6vcpxber213Sqe+Z3p0p8JpU2bkx1r+gvqT5PToyIkeU43rc2/1zguIiYVN7PzwLXZOaifvZlvfatrQ3OzHuoHgT853KMvrrU7dHf7XUm1f2bb8zMx1qmfR/YMyKOioiNqPbxmzLzjjJ9DtUxsFXZ346numwP1UNOB0Q5AxnVb+YeQPUwT/flAF0z9zVwL6r7Ulbw7KcUX0P1bfhRqhuwTwF+Vptevz9nK6odfhnVN6h/4tlPbf+sZXkbUR2kd1F1lLdTnlYE/pbqvqg/Ut3M+49raPez7rcqZVOodvqeJx3/k3LvHM9+avshqsT5RWXadmU7PEp1L8z7eOYevDE880TiQ6VezwMM/0L1TfNRqstmJ5TyEcA5Zf2WUp0JWAS8vkx/EdWB+xDtn5Dco7bM1U9IUl1W+GF5v3qeYuztxvY9qG4Qf5TqfqaPdnsZpf67qJ5iXFne/3NK+UFUHc2jPPP076Zl2kSeeQq256Gmz1BdGv8D1c3nV1HuASzvQ8+T/3fz3Ke2x1ElCsvL+1C/n/JbVPeKPUr1DfvIXtbjQFruCaP6cnwS1T1xj5TYn+1tH6Taj+ZSXXpdQfUAR897/ilqT2OWsi2oOv/F5X24gXK/H+2Pnfpx9yqqfXUFcEYp25XqiellZVtdQfWB2rX9Zk3HIc+9X+xZ25Rye0h539/ax2P29bX5x9ff91r/1bOfrK3f2hO4vMRYCcys9UlnlOUvLcP1+8XathHYi5IQUu17P6A8eNNmOz1r2/Rhf+lPH7w6dtlmPU/z97zeQed90pqOz7b9YC/bYb8y73Kq/fRiYIfW97KMn0q517mMv57afcMtnykrqBKo1mlfAS4ow5Op9ulHy3v4PWqfMVT7529r7+W4hn1Z2761l+2xU3l/H6X9U9u9bq+WOD1nxJ/z3rdsvzuovvD8mNoT8FQP+/TsH/cDJ7XEP5HqtrNHqD67P9rbOnX66nmaUHreiYhFVJ3Ujwa7LZIGT1SXeQ/JzK7+NxgNLRFxDfDVzPyPwW6LnuGlbUnS81ZEbEr1BPtrB7stWrci4i8j4iXl0vZ0qjPKPxzsdunZTCQlSc9n/0x1ufEHg90QrXO7Uv2o90NUt2wcndW9ynoe8dK2JEmSGvGMpCRJkhoxkZQkSVIjIwe7AS9E2267bY4fP36wmyFJkrRW119//R8yc1S7aSaSg2D8+PEsWLBgsJshSZK0VhFxT2/TvLQtSZKkRkwkJUmS1IiJpCRJkhrxHklJkjRkPfnkkyxevJg///nPg92UIW+jjTZi3LhxrL/++n2ex0RSkiQNWYsXL2azzTZj/PjxRMRgN2fIykwefPBBFi9ezIQJE/o8n5e2JUnSkPXnP/+ZbbbZxiSyQxHBNtts0+8zuyaSkiRpSDOJ7I4m29FEUpIkqQP33nsvr33ta9l9993ZY489+OIXvwjA8uXLOfjgg5k4cSIHH3wwK1asAKrLyB/+8IfZZZdd2GuvvfjVr361OtbHP/5x9thjD3bbbTc+/OEPk5mrp82aNYtvf/vbq8cnTZrEtGnT1tFatuc9kpIkadgYP/PirsZbNOuItdYZOXIkn//859l777155JFH2GeffTj44IOZPXs2Bx10EDNnzmTWrFnMmjWL0047jUsvvZQ777yTO++8k2uuuYYPfOADXHPNNfziF7/g5z//OTfddBMAr371q7nqqqs48MADAbjssss4//zzAbj99tt56qmn+OlPf8of//hHNtlkk66ud195RlKSJKkDY8aMYe+99wZgs802Y7fddmPJkiVceOGFTJ8+HYDp06fzX//1XwBceOGFHHvssUQE+++/Pw899BBLly4lIvjzn//ME088weOPP86TTz7J6NGjAVi5ciVPPPEEo0ZV/6lw7ty5vOtd7+KQQw7hwgsvXN2W6667jr322otJkybxsY99jD333BOo7iU97rjjePnLX84rX/lKrrzyyq6su4mkJElSlyxatIgbbriB/fbbj/vvv58xY8YA8JKXvIT7778fgCVLlrD99tuvnmfcuHEsWbKEV73qVbz2ta9lzJgxjBkzhkMPPZTddtsNgB/96EccdNBBq+c577zzmDZtGm9729uYO3fu6vLjjjuOr33ta9x4442MGDFidfmXv/xlIoKbb76ZuXPnMn369K78ZJKJpCRJUhc8+uijHHXUUXzhC19g8803f9a0iFjrwywLFy7k9ttvZ/HixSxZsoQrrriCn/70pwD88Ic/5LDDDgNgwYIFbLvttuywww4cdNBB3HDDDSxfvpyHHnqIRx55hFe96lUAvP3tb18d+2c/+xnvfOc7AXjZy17GjjvuyG9+85uO19lEUpIkqUNPPvkkRx11FO94xzv4q7/6KwBGjx7N0qVLAVi6dCkvfvGLARg7diz33nvv6nkXL17M2LFj+f73v8/+++/Ppptuyqabbsphhx3GL3/5SwCuvfZa9t13X6C6rH3HHXcwfvx4dt55Z1auXMl3v/vddbm6q5lISpIkdSAzmTFjBrvtthsnnXTS6vI3velNnHvuuQCce+65TJ06dXX5nDlzyEyuvvpqtthiC8aMGcMOO+zAVVddxapVq3jyySe56qqr2G233bj11lt52ctexogRI3j66ac5//zzufnmm1m0aBGLFi3iwgsvZO7cuWy55ZZsttlmXHPNNQDMmzdvdVsOOOCA1U98/+Y3v+F3v/sdu+66a8frbiIpSZLUgZ///Od885vf5IorrmDSpElMmjSJSy65hJkzZzJ//nwmTpzIj370I2bOnAnA4Ycfzk477cQuu+zC8ccfz1e+8hUAjj76aHbeeWde/vKX84pXvIJXvOIVvPGNb+TSSy9lypQpAPz0pz9l7NixbLfddquX/5rXvIbbbruNpUuXcvbZZ3P88cczadIk/vjHP7LFFlsA8MEPfpCnn36al7/85RxzzDHMnj2bDTfcsON1j/rvE2ndmDx5ci5YsGCwmyFJ0pB3++23r34gZbg6+OCDmTNnzuoHd9bk0UcfZdNNNwWq351cunTp6t+17It22zMirs/Mye3q+zuSkiQ9z/X1txH78puHGnrmz5/f57oXX3wxn/vc51i1ahU77rgjs2fPHriGYSIpSZI0bBxzzDEcc8wx62x53iMpSZKkRkwkJUnSkObzHt3RZDuaSEqSpCFro4024sEHHzSZ7FBm8uCDD7LRRhv1az7vkZQkSUPWuHHjWLx4McuWLRvspgx5G220EePGjevXPCaSkiRpyFp//fWZMGHCYDfjBctL25IkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJamStiWREnBMRD0TELbWy8yLixvJaFBE3lvLxEfFYbdpXe4k5ISKuiYiFJdYGpXzDMr6wTB9fm+eTpfzXEXFoL3H3iYibS70zIiJK+dYRMT8i7ix/tyrlUeotjIibImLvbsSVJEl6IejLGcnZwJR6QWYek5mTMnMS8F3ge7XJv+2Zlpnv7yXmacDpmbkLsAKYUcpnACtK+emlHhGxOzAN2KO05SsRMaJN3DOB44GJ5dXT7pnA5Zk5Ebi8jAMcVqt7Qpm/nf7GlSRJGvbWmkhm5k+A5e2mlTNzbwXm9nWBZZ7XAReUonOBI8vw1DJOmX5QqT8VmJeZj2fm3cBCYN+WuGOAzTPz6sxMYE4vcVuXNycrVwNbljidxpUkSRr2Or1H8gDg/sy8s1Y2ISJuiIirIuKANvNsAzyUmavK+GJgbBkeC9wLUKY/XOqvLm8zD7V5F/dSZ3RmLi3D9wGjW5fX5bjPEREnRMSCiFiwbNmy3qpJkiQNGZ0mkm/j2WcjlwI7ZOYrgZOA70TE5h0uo6vKWcVc13Ez86zMnJyZk0eNGtXtxUuSJK1zjRPJiBgJ/BVwXk9ZufT8YBm+Hvgt8NKWWR+kuoQ8soyPA5aU4SXA9rX4W5T6q8vbzENt3nG91Lm/55J1+ftA6/K6HFeSJGnY6+SM5OuBOzJz9WXfiBjV8xBMROxE9WDKXWV8TkTsW87cXQkcXWabDlxYhi8q45TpV5T6FwHTylPdE0rca0vcyyNibLnEvDIi9i/3VR7bS9zW5R1bnt7eH3i4dqkagIZxJUmShr2+/PzPXOCXwK4RsTgiep6wnsZzH7J5DXBT+TmgC4D3Z2bPgzp7Ab8vw58AToqIhVT3QJ5dys8GtinlJ1Gegs7MW4HzgduAHwIfysynImI9YBeeeRjog8A3qB7G+S1waSmfBRwcEXdSJcCzSvklVInuQuDrZf6e9b6xtl79jStJkjTsRXXCb4AXUt0neXZmvqXLcfcE3pOZJ3Uz7kCbPHlyLliwYLCbIUkaIsbPvLhP9RbNOmKAW6IXooi4PjMnt5s2sl1ht2XmSqCrSWSJewvVmUtJkiStY/6LREmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2sNZGMiHMi4oGIuKVW9qmIWBIRN5bX4bVpn4yIhRHx64g4tJeY+0TEzaXeGRERpXzriJgfEXeWv1uV8ij1FkbETRGxdy9xp5TlLoyImbXyCRFxTSk/LyI2KOUblvGFZfr4bsSVJEl6IejLGcnZwJQ25adn5qTyugQgInYHpgF7lHm+EhEj2sx7JnA8MLG8euLPBC7PzInA5WUc4LBa3RPK/M9SlvPlUnd34G2lPQCnlfbuAqwAZpTyGcCKUn56qdeNuJIkScPeWhPJzPwJsLyP8aYC8zLz8cy8G1gI7FuvEBFjgM0z8+rMTGAOcGRt/nPL8Lkt5XOycjWwZYlTty+wMDPvyswngHnA1HK283XABb3E7VneBcBBPWdHO4wrSZI07HVyj+SJ5TLzOT2XoIGxwL21OotLWd3YUt6uzujMXFqG7wNG9zNuuzrbAA9l5qo2866ep0x/uNTvNO5zRMQJEbEgIhYsW7ast2qSJElDRtNE8kxgZ2ASsBT4fNdaVJSzldntuIMlM8/KzMmZOXnUqFGD3RxJkqSONUokM/P+zHwqM58Gvs4zl6+XANvXqo4rZXVLSnm7Ovf3XLIufx/oZ9x2dR6kuhQ+ss28q+cp07co9TuNK0mSNOw1SiRb7k98M9DzRPdFwLTyNPQEqodjri3zXB4RY8ul65URsX+5z/BY4MLa/NPL8PSW8mPL09v7Aw/3XAKPiDtKneuAieVJ6g2oHvq5qJzZvBI4upe4Pcs7Grii1K9rEleSJGnYG7m2ChExFzgQ2DYiFgMnAwdGxCSqS8+LgPcBZOatEXE+cBuwCvhQZj4VEesBu/DMQzsfpHoafGPg0vICmAWcHxEzgHuAt5byS4DDqR7e+RNwXGnbtkCUZa+KiBOBy4ARwDmZeWuZ/xPAvIg4FbgBOLuUnw18MyIWlrZNK3G3A76RmYc3jCtJkjTsxXNPwA3AQiL2BN6TmSd1Oe4bgJ0y84YkXmYAACAASURBVIxuxh1okydPzgULFgx2MyRJQ8T4mRf3qd6iWUcMcEv0QhQR12fm5HbT1npGshsy8xagq0lkifuDbseUJElS3/gvEiVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDWy1kQyIs6JiAci4pZa2b9GxB0RcVNEfD8itizl4yPisYi4sby+2kvMCRFxTUQsjIjzImKDUr5hGV9Ypo+vzfPJUv7riDi0l7j7RMTNpd4ZERGlfOuImB8Rd5a/W5XyKPUWlnXZuxtxJUmSXgj6ckZyNjClpWw+sGdm7gX8BvhkbdpvM3NSeb2/l5inAadn5i7ACmBGKZ8BrCjlp5d6RMTuwDRgj9KWr0TEiDZxzwSOByaWV0+7ZwKXZ+ZE4PIyDnBYre4JZf52+htXkiRp2FtrIpmZPwGWt5T9T2auKqNXA+P6usByNu91wAWl6FzgyDI8tYxTph9U6k8F5mXm45l5N7AQ2Lcl7hhg88y8OjMTmNNL3NblzcnK1cCWJU6ncSVJkoa9btwj+R7g0tr4hIi4ISKuiogD2tTfBniologuBsaW4bHAvQBl+sOl/uryNvNQm3dxL3VGZ+bSMnwfMLp1eV2O+xwRcUJELIiIBcuWLeutmiRJ0pDRUSIZEX8PrAK+XYqWAjtk5iuBk4DvRMTmnTWxu8pZxVzXcTPzrMycnJmTR40a1e3FS5IkrXONE8mIeDfwBuAdJYmiXHp+sAxfD/wWeGnLrA9SXUIeWcbHAUvK8BJg+xJ/JLBFqb+6vM081OYd10ud+3suWZe/D7Qur8txJUmShr1GiWRETAE+DrwpM/9UKx/V8xBMROxE9WDKXWV8TkTsW5LOK4Gjy2zTgQvL8EVlnDL9ilL/ImBaeap7Qol7bYl7eUSMLZeYV0bE/uW+ymN7idu6vGPL09v7Aw/XLlUD0DCuJEnSsDdybRUiYi5wILBtRCwGTqZ6SntDYH75JZyryxParwFOiYgngaeB92dmz4M6ewG/L8OfAOZFxKnADcDZpfxs4JsRsZDqAZ9pAJl5a0ScD9xGdSn9Q5n5VESsB+zCMw8DfZDqKfONqe7b7Ll3cxZwfkTMAO4B3lrKLwEOp3p450/AcbX1vjEzJzWMK0mSNOxFuSo9sAup7pM8OzPf0uW4ewLvycyTuhl3oE2ePDkXLFgw2M2QJA0R42de3Kd6i2YdMcAt0QtRRFyfmZPbTVvrGcluyMyVQFeTyBL3FqqHeiRJkrSO+S8SJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNdKnRDIizomIByLillrZ1hExPyLuLH+3KuUREWdExMKIuCki9u4l5pSI+HWpN7NWPiEirinl50XEBqV8wzK+sEwf30vc6aVNd0bE9Fr5PhFxc5n/jIiINa1Hp3ElSZKGu76ekZwNTGkpmwlcnpkTgcvLOMBhwMTyOgE4szVYRIwAvlzq7g68LSJ2L5NPA07PzF2AFcCMUj4DWFHKTy/1WuNuDZwM7AfsC5xcSwzPBI6vta1nfXpbj07jSpIkDWt9SiQz8yfA8pbiqcC5Zfhc4Mha+ZysXA1sGRFjWubdF1iYmXdl5hPAPGBqOZv3OuCCXuL2LO8C4KA2Z/8OBeZn5vLMXAHMB6aU5W+emVdnZgJzeolbX16ncSVJkoa1Tu6RHJ2ZS8vwfcDoMjwWuLdWb3Epq+utzjbAQ5m5qs28q+cp0x8u9fsSd2wZbtem3taj07jPEhEnRMSCiFiwbNmydlUkSZKGlK48bFPOxmU3Yg2mgVyPzDwrMydn5uRRo0YNxCIkSZLWqU4Syft7LlmXvw+U8iXA9rV640pZXW91HqS6FD6yzbyr5ynTtyj1+xJ3SRlu16be1qPTuJIkScNaJ4nkRUDP08vTgQtr5ceWp7f3Bx7uuXQcEXeUOtcBE8sT2hsA04CLyhnBK4Gje4nbs7yjgSsyMyNibERcXsovAw6JiK3KwzCHAJeV5a+MiP3LfZXH9hK3vry6JnElSZKGtb7+/M9c4JfArhGxOCJmALOAgyPiTuD1ZRzgEuAuYCHwdeCDJca2QMDqexxPpErQbgfOz8xby/yfAE6KiIVU90CeXcrPBrYp5SfxzNPVY4BVJe5y4NNUiep1wCmljNKOb5R2/Ra4tJS3XY+ImBwR3+ggriRJ0rAW1UnAdbCgiDcAO2XmGV2OeyLwu8y8qJtxB9LkyZNzwYIFg90MSdIQMX7mxX2qt2jWEQPcEr0QRcT1mTm53bSR7QoHQmb+YIDifmkg4kqSJGnN/BeJkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaGTnYDZAkqa/Gz7y4T/UWzTpigFsiCTwjKUmSpIZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqZHGiWRE7BoRN9ZeKyPibyLiUxGxpFZ+eC/zT4+IO8treq18n4i4OSIWRsQZERGlfOuImF/qz4+IrXqJ+8ky768j4tBa+ZRStjAiZtbKJ0TENaX8vIjYoBtxJUmShrvGiWRm/jozJ2XmJGAf4E/A98vk03umZeYlrfNGxNbAycB+wL7AybXE8EzgeGBieU0p5TOByzNzInB5GW+NuzswDdijzPeViBgRESOALwOHAbsDbyt1AU4r7d0FWAHM6FJcSZKkYa1bl7YPAn6bmff0sf6hwPzMXJ6ZK4D5wJSIGANsnplXZ2YCc4AjyzxTgXPL8Lm18rqpwLzMfDwz7wYWUiWq+wILM/OuzHwCmAdMLWc7Xwdc0M24fdwGkiRJQ1q3EslpwNza+IkRcVNEnNPLJeixwL218cWlbGwZbi0HGJ2ZS8vwfcDofsZtV74N8FBmrmqzvE7iPkdEnBARCyJiwbJly9pVkSRJGlI6TiTLPYVvAv6zFJ0J7AxMApYCn+90Ga3K2crsdtyBlJlnZebkzJw8atSowW6OJElSx7pxRvIw4FeZeT9AZt6fmU9l5tPA16ku/7ZaAmxfGx9XypaU4dZygPvLpW/K3wf6Gbdd+YPAlhExss3yOokrSZI07HUjkXwbtcvaPcle8WbgllI+NiIuL+WXAYdExFbl0vchwGXl0vXKiNi/3L94LHBhmecioOfp7uk95RGxb0TMqdWZFhEbRsQEqod1rgWuAyaWJ7Q3oLoUf1E5s3klcHRr3Bb9itv3TSdJkjR0jVx7ld5FxCbAwcD7asX/EhGTqC49L6pNGwOsAsjM5RHxaapEDOCUzFxehj8IzAY2Bi4tL4BZwPkRMQO4B3hrKd8BeKzEvTUizgduK8v6UGY+Vdp6IlUCOwI4JzNvLfN/ApgXEacCNwBnl/pvAiZn5j81jCtJkjSsRXVSbh0sqEq4fpeZXT1jFxH/CnwzM2/qZtyBNHny5FywYMFgN0OShpzxMy/uU71Fs44Y4JasWy/U9dbzQ0Rcn5mT203r6Ixkf2TmlwYo7scGIq4kSZLWzH+RKEmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyMHuwGSJGndGj/z4j7XXTTriAFsiYY6z0hKkiSpEc9ISpKk56W+njn1rOng8YykJEmSGjGRlCRJUiMmkpIkSWrERFKSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktRIx4lkRCyKiJsj4saIWFDKto6I+RFxZ/m7VS/zfjIiFkbEryPi0Fr5lFK2MCJm1sonRMQ1pfy8iNigTcyIiDNKnZsiYu/atOmlTXdGxPRa+T5lHRaWeaMbcSVJkoazbv1nm9dm5h9q4zOByzNzVkkEZwKfqM8QEbsD04A9gO2AH0XES8vkLwMHA4uB6yLiosy8DTgNOD0z50XEV4EZwJktbTkMmFhe+5Xp+0XE1sDJwGQggetL3BWlzvHANcAlwBTg0i7ElSS9wPjfWPRCMlCXtqcC55bhc4Eje6kzLzMfz8y7gYXAvuW1MDPvyswngHnA1HKW8HXABX2IOycrVwNbRsQY4FBgfmYuL0nefGBKmbZ5Zl6dmQnM6Ubcvm8qSZKkoakbiWQC/xMR10fECaVsdGYuLcP3AaPbzDcWuLc2vriU9Va+DfBQZq5qKe807tgy3FreadxniYgTImJBRCxYtmxZm/CSJElDSzcubb86M5dExIuB+RFxR31iZmZEZBeWM6Rl5lnAWQCTJ09+wW8PSZI09HV8RjIzl5S/DwDfp7o0fX+57Ev5+0CbWZcA29fGx5Wy3sofpLqcPLKlvNO4S8pwa3mncSVJkoa1jhLJiNgkIjbrGQYOAW4BLgJ6nl6eDlxY6uwbEXNK+UXAtIjYMCImUD3Eci1wHTCxPKG9AdUDOReV+xevBI5uE/fNEfG5Wtxjy1PW+wMPl8vslwGHRMRW5SnyQ4DLyrSVEbF/uQ/z2J64LfoVt/FGlSRJGiI6vbQ9Gvh++bWckcB3MvOHEXEdcH5EzADuAd5a6u8APAaQmbdGxPnAbcAq4EOZ+RRARJxIlYyNAM7JzFvL/J8A5kXEqcANwNmlfGdgZRm+BDic6uGdPwHHleUtj4hPUyWqAKdk5vIy/EFgNrAx1dPal5Z2vL/M+9WGcSVJkoatjhLJzLwLeEWb8geBg9rMsh/VT/v01PsM8Jk2819Clbi1W96+beJOAv621EngQ7209xzgnDblC4A925R/tTbc77iSJEnDWbd+R7JPMvNjAxT3nQMRV5LUnL+nKA1//otESZIkNWIiKUmSpEZMJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjJpKSJElqxERSkiRJjZhISpIkqRETSUmSJDViIilJkqRGTCQlSZLUiImkJEmSGjGRlCRJUiMmkpIkSWpk5GA3QJKGu/EzL+5TvUWzjhjglkhSd3lGUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIj/o6kJEnqmL+X+sLkGUlJkiQ1YiIpSZKkRkwkJUmS1IiJpCRJkhoxkZQkSVIjPrUtaZ3xqU5JGl48IylJkqRGTCQlSZLUSONEMiK2j4grI+K2iLg1Ij5Syj8VEUsi4sbyOryX+adHxJ3lNb1Wvk9E3BwRCyPijIiIUr51RMwv9edHxFa9xP1kmffXEXForXxKKVsYETNr5RMi4ppSfl5EbNCNuJIkScNdJ2ckVwEfzczdgf2BD0XE7mXa6Zk5qbwuaZ0xIrYGTgb2A/YFTq4lhmcCxwMTy2tKKZ8JXJ6ZE4HLy3hr3N2BacAeZb6vRMSIiBgBfBk4DNgdeFutraeV9u4CrABmdCmuJEnSsNY4kczMpZn5qzL8CHA7MLaPsx8KzM/M5Zm5ApgPTImIMcDmmXl1ZiYwBziyzDMVOLcMn1srr5sKzMvMxzPzbmAhVaK6L7AwM+/KzCeAecDUcrbzdcAF3Yzbx20gSZI0pHXlHsmIGA+8ErimFJ0YETdFxDm9XIIeC9xbG19cysaW4dZygNGZubQM3weM7mfcduXbAA9l5qo2y+sk7nNExAkRsSAiFixbtqxdFUmSpCGl40QyIjYFvgv8TWaupLo0vTMwCVgKfL7TZbQqZyuz23EHUmaelZmTM3PyqFGjBrs5kiRJHesokYyI9amSyG9n5vcAMvP+zHwqM58Gvk51+bfVEmD72vi4UrakDLeWA9xfLn1T/j7Qz7jtyh8EtoyIkS3lncaVJEka9hr/IHm5v/Bs4PbM/Lda+ZjaJeg3A7eU8rHAnMw8CLgM+GztsvchwCczc3lErIyI/akukx8L/HupcxEwHZhV/l5Y4u4LnJiZx5Y634mIfwO2o3pY51oggIkRMYEq0ZsGvD0zMyKuBI6mur9xddwW/Yrb/62pbvJHryVJWjc6+c82/wd4F3BzRNxYyv6O6snlSVSXnhcB7yvTxlA96U1JGD8NXFemnZKZy8vwB4HZwMbApeUFVQJ5fkTMAO4B3lrKdwAeK3FvjYjzgdvKsj6UmU8BRMSJVAnsCOCczLy1zP8JYF5EnArcQJUcExFvAiZn5j81jCtJkjSsNU4kM/NnVGfkWj3n536K/al+Kqdn/nOAc9rEXQDs2ab8QeCgNnH3a4n7GeAzbea/pF3bMvMu2lx+z8yLqM5ENoorSZI03K2z/7WdmV8aoLgfG4i4kiRJWjP/RaIkSZIaMZGUJElSI+vs0rYkSZLWbij9+ohnJCVJktSIiaQkSZIaMZGUJElSIyaSkiRJasREUpIkSY2YSEqSJKkRE0lJkiQ1YiIpSZKkRkwkJUmS1Ij/2UYaJobSf0KQJA0PnpGUJElSIyaSkiRJasRL25IkScNYX299gv7f/uQZSUmSJDXiGUlJqhnIb+56/vH9ljrjGUlJkiQ1YiIpSZKkRkwkJUmS1Ij3SEpqa6jcO+YPsUvS4PGMpCRJkhrxjKQkSXpBGCpXWoYSE0n1mQeg9PzhJX3p+eGFfix6aVuSJEmNmEhKkiSpERNJSZIkNWIiKUmSpEZMJCVJktSIiaQkSZIa8ed/pEHwQv+5CEnS8GAiKUnyd2IlNeKlbUmSJDViIilJkqRGTCQlSZLUiPdIPk/48IUkSRpqPCMpSZKkRjwjOYx5llOSJA0kE0kgIqYAXwRGAN/IzFkt0zcE5gD7AA8Cx2TmojLtk8AM4Cngw5l52TpsutYBfxZFkqT2XvCJZESMAL4MHAwsBq6LiIsy87ZatRnAiszcJSKmAacBx0TE7sA0YA9gO+BHEfHSzHxq3a7F0OVZU0mShi7vkYR9gYWZeVdmPgHMA6a21JkKnFuGLwAOiogo5fMy8/HMvBtYWOJJkiQNe5GZg92GQRURRwNTMvO9ZfxdwH6ZeWKtzi2lzuIy/ltgP+BTwNWZ+a1SfjZwaWZe0GY5JwAnlNFdgV/3oXnbAn9ouGrrKuZQaONAxBwKbRyImEOhjQMRcyi0cSBiDoU2DkTModDGgYg5FNo4EDGHQhsHImZ/4u2YmaPaTXjBX9peVzLzLOCs/swTEQsyc3I329HtmEOhjQMRcyi0cSBiDoU2DkTModDGgYg5FNo4EDGHQhsHIuZQaONAxBwKbRyImN2K56VtWAJsXxsfV8ra1omIkcAWVA/d9GVeSZKkYclEEq4DJkbEhIjYgOrhmYta6lwETC/DRwNXZHVPwEXAtIjYMCImABOBa9dRuyVJkgbVC/7SdmauiogTgcuofv7nnMy8NSJOARZk5kXA2cA3I2IhsJwq2aTUOx+4DVgFfKjLT2z361L4IMUcCm0ciJhDoY0DEXMotHEgYg6FNg5EzKHQxoGIORTaOBAxh0IbByLmUGjjQMTsSrwX/MM2kiRJasZL25IkSWrERFKSJEmNmEhKw0xEbBARe5bX+g3mj4Fo10CLiI0jYtfBbsdQ53aUmum07x2qXvAP2zzfRMQRVP9ycaOessw8pYN4AbwD2CkzT4mIHYCXZGajp8sj4i3ADzPzkYj4B2Bv4NTM/FXTNtZiv5hnr/fv+jn/epn5dBmeCHwO2L0l5k6dtrNbIuJfgFOBx4AfAnsBf9vzA/cNYx5I9V+YFgEBbB8R0zPzJ/0I8+GIWJqZ5zdtx9pExFZUv3JQf2/608bWeG8E/h+wATAhIiYBp2TmmzpsZ0f7ZJt4o4G/KKPXZuYDHcbr6j40gNtxT557LM7pIN5HgP8AHgG+AbwSmJmZ/9NhO18BHFBGf5qZ/9tBrC2o/mlFT7yrqLblwx228U3Aa3piZuZ/dxivq8diN2NGxL8DvT7IkZkf7me8m3uJF1W43Kt/LXxW7APpvO9tjbkJ8FhmPh0RLwVeRvVPT57sZ5yubsd2AXw9T17AV4E5wL3AycDNwNkdxjyT6n+J317GtwKu6yDeTeXvq4EfA0cA13TYxjcBdwJ/BO4GngZubRDnI8B7yvDPgEPK3/HAP1N14v2NuWlteH9gAdWH1xPAU8DKDtb7xvL3zVS/DLAF8L8dbsvrgV1r4y8Fru9njJHAZ4G3l3VdWXs90mSdqb4crVeG3wvcCiwr+9BjVD+p1el6bwHcUCu7ebD3yZaYbwXuofqwmVPiHt1hzK7uQ93ejmX+k4Ergfupkr/7gAs6jPm/5e+hwPfK/vWrDmN+BLgFOKW8bgb+uoN43y39zk7ldTLwvQ7b+DngcuA95TUf+Gw/Ywz0sfjesu1WlPe9cUyqn93r9dUg3o5renW43h33vb3EfBEwlipB/U/g24O9HZ8Tv9MAvrr34pkkrefvplTfijuJ+avyt/7B0MkHzQ3l7+eAt7fGbhjzf4FtarFfS4MEmupWjY8C7+w5gOvbr8lBDby/fKgEVRK5a+kcRwDHAZ/rYL1vKX+/QfUvODt6b+r7ztrK+hhro07a0hLrcKrfXX0x1Yf1xsCPy7SX0fkH7NWt+2LT9e7mPtkm5otr46O68H53dR/q9nYs899cjs2e5G80ML/DmD195BeBN7e2uWlMYJPa+CYd7kM39qWsQRvXq42P6G8b18GxeDPVmcgbuxVzKLy62ffW5u/5/P5r+P/ZO/N4W8fy/78/xzyEkqkkY+QrU8jUIFFRaFCJJiJNSIYGIaSEhH6SFFFUyFikzEOGzMcUGaKERGTs8Pn9cd3P2c9eezh73c+zzl77nPv9eu3X3utZe1373mt4nuu+hs/FHm28h3rxVVLb/cWz6fszkl5FTM9ZrKHN/0mahRTWlrQQEV3J5e+SfgRsBBwkaQ6a19r+z/Zjkial9PRFkr7frRFHWvvQlM7/nKRJab07EDvueTNsHi3pA0R5ALbvlDSbQy/0OEk3AF/t1m7iHEl3EK/7Z9Nr81ymrYo/SzoWqFKbWxMOcNfYfi6VQgx3X1cpXtu/k3QrkYJ81vazkmaVNIvtO1qoybtV0keBWVJZw07AlQ3stfKe7GCSB6eyH6P5Z6ft91DbzyMMpOamSJoPeITBE8FyuE7S+cBSwFclvYxm5zWIzWJdB/jFdCyXZyWtb/tyAEnrMXCOb8IChJ4xRPS4K6bDZ/G5dO5A0hxt2JR0EcOkZm2/PdPeUzV7swOzAU/bni97kUPPvduQee6tIUnrEOfx7dKxWRoYWwjYk6FlJlnPY0VxJPuLcyQtABwMXE+80Y9taPMI4HRgYUnfIibz7NXA3oeAdwGH2H5C0mLA7g3X+ISkeYFLgV9IeoRIKWZh26mGam5gV6KGbAEigphj7zQASTuk6Ud3SDqQcE6zP9S2v5Jq3P5j+0VJTwOb59pLfBb4POEAAFwGHNXA3m9rP89JXLjvJNJjXWH7fuB+STum9/m5wAWS/kOUczThi8DXgeeBk4gBA/s3sFe9Jy+jhfdk4jxJvwdOTrc/TDwH2fTgPVR/Hk+m+fMIcYFdAPgxkar7L/Cnhja3A1YF7rH9jKQFyfx81zgOuFrS6en2FsBPG9jbETgh1UpCpHo/0cAeRCbohuRYiaiV/Eq3Rnr8WXww2TwD+IOkx4mSjibsVvt5TuADxBCQLGy/rPo5BR42J0qXmtD2uRei3OKrwOmOAShLExmxXH4B/IooSduReD8+2nCNRZC8X0mRvjndoDA7ReTWJnavGxInngts397C+lprQkgFxc+l9W1N7LJ/YfuxTHuzAAfZ3m2av9yd3dcSdV6zAV8i6k1/aPsvDWyuS9RwTt3UuUETQq+RtDrwOdufbsneW4jn8Tzbzzews6XtU6Z1rAt7rb4na3bfT9QXQ5RdnD7a74/RZquNLMnmfGHGTzVcXqfdJYH5bN+c+fgVUoRr9eHud8Omv2S3/vrckGln6jkoPZfYfrLJ2mq2F2Nww9Y/W7Lbymexw+Zbic/OebZfaMNmzfY1ttdq0d4NtldrydYrgMVz3+e9QtJ1tt8o6WanxiJJ19pec1qPISMsiAAAIABJREFUHdVucSTHH0lvt31husgMwfZvGthu7cOR7G0GHAq8ikhRLQHcYbvrCNUwtudjsEP171F+fVq2rrLddIc5nN3ZiZofA3c2OTlKOhFYBriRgZSandFBl1JIz2s6dKtLusX2GzIfOwvRtLJCW+tJdq+3vfq0jnVpc1FgLeK1vrbpBVvSUsBDtp9Lt+cCFrF9XwOb+wBvI17v3wHvBi63/cFMe2sSUbgqYvMfooHtugxbrTt9ko6xvUOKyA1jMj9FJ+lE2x+b1rEu7LV2DhrpOaxo4kCnz+QiDD73NlUnaNVmcswqJgFvBI6wnZUy77jWTgLWAN5qe50Ga7yYaNKblYi8PwJcaftLDWwuBOzBUCWX3JT+VbbXTpmRI4B/EI1vy+SuEUpqu194K3Ah8N5h7jPRlZjLBYoav9+4nV3D/kSU84+2V5O0AVELko2kzxDdjc8RdU4i/u8mzs8Nks4iutympiQbOuWbEp31f01rXErSZ2znpifXAFZs6XX5MfBxIj23D3AY0SDyKRrU4UnatXZzEiH39I9ceyn9eqekJZperNL63k00D7xa0hG1u+ajQepL0qeBvYnPpYAjJe1nu0mq8xRg3drtF9OxJtGADwKrEI0mn1LIC2XLRxGd35+zfRmApPWJ91SOLMquwA7ExrMTA11fDG3vkL5vkLGeaTFoM5ycoTc2sNfmOWi453CqSTKeSwBJXyTOFw8zUGNq8l7vntkkHDMTn8UphOLBdqM+YnTq19opREd007Ki+W0/mc4dJ9jeR1LXEUlJnwP+YvuPRCr6VGKzuDuRim4iGXZAKrX4MnAkcZ7MdnQriiPZB9jeJ31vWuMzHJ8hTuhTJFWpOjcoKu5FE8JuwEq2/9XQTp05iWaG+gm2qVN+KLCB7bsBJC1D1BDmOpKTgUWBhxqsqaJqXpjL9gWSlOqg9pV0HeEU5fCy2s9TiP/3tAbrhEif3SrpGgZfYHO0Cv9BFLRvRlxsKp6i2Qlyd2C1KpWdavCupFnN3Kz1CLbtF1KEuwltN7K8WDmRaY2XS8pyyHvs9LWW0pf0VeBrwFySnmSgweYF4JgGS2ztHNSr55CowVu+aclGr23aXqotW8leL661s6aygw8Rdca5/Az4VqozfaXtYyRtY/ti4GJJ1+YYTRuj5WyfQ2QaWntPFUeyj0h1kR9gaM1ctiB5vai4JVptjEn8FXim8cpq9OhE8VTlRCbuIRyWXF4J3JYcqqk1SZkOVRXdez7Vxt4l6QvA38noVq+t5Zu5jx2Fb7RlyPZNkiYD77T9s7bsEg5A/bV9Kh1rwqOSNrN9FoCkzYGmm6e2G1kuUagynEw4PR8mLl6rQ34Kte1a4JFS+oQ+Z1fY/jbwbUnftp2rwDCc3dbPQZI+PsLfyn0uHyCcijZpzWYqtXigKitJ//8HiOadfbstf5K0PSF1dJckERH4yt4nG9bY7kc0p11u+1pFY8xd3Rqx/TSwSyp9qer8n5C0EXG+WDBncSkbtBWRrWqVUiPZR0g6j/gAXkdNhsL2aGmNadl8HyEG+590ewHgbbbPyLTXehOCpNVIHZMMdqiy1fYlzUmkPjprS7ZtYPOHhHDtr4mL7JaEA/fHZLurSEMqRB+C7UsarHFN4HaiS31/4vX5ru2rMu21WqPTKyRdBmzYtKC/lspfFXgDcCbxWm9OaMJ9soHtZYhU1auIz88DwMc7NifZqGEjS7IxWkdoVg1im7XANZu3MJDSX6VK6dveKNdmsvtq4jNed3i7mkwiaQ/b39UI00Qa/t9H1m7OSTRRXt+gJvYnhDbubxl87v1egzW2ZlPS9cA7bP9b0Qz0S0JZYFXg9d3+32nTuZrt/ylkrr5MDK5YDdjH9ptHNTCdkfQeovv71cAPSOd1ZzbpSTqMaBb9FYOzQY2a1EpEsr9Y3Pa7Wra5T/1N55Ds2YeQZuiatFuqaCsC9COiFu0WmmvBVZwI3EFMvtiPcHqbdqvPSdT9VA7go4SY73vJSFk1cRhHsVmlPf5LczkUGJCLeA8tyUVIWpuoz3k9oeE2C8013O4Frkg1afUTZLcXryqC/9f0VXFmg7VVa/krsHaK6GP7v01twtQGuKkj8wjR6ix6lEJtsxa4onVtSknfAT4C3EbN4SWyL91QnWeaaggOwfYX67dTYOCXDUz+LX3Nnr7aoE2bs9Sijh8GjnHIsZ0m6cYMe1M8MF7wPUQt42PAHxUyWtmoByNvUxoaIsDUxuZ91fS9nuXMrrGtKI5kf3GlpDfYvqVFm8M1WmS/7qnb7SBiKoJoXnMJMJvtXaf9a12xrO0tJW1u+2eSTiJ2dtm0laqSdLnt9TVYFBdaeC4V81h3Z2hUJfdEsaDtn0jaOTm+l+TW6NT4AXHBPoVwMj5OjBNrQuX4TWJwXeeYSWmfk2x3nY4ao/29O24DzUpXkvOzJuHwQ8xJX8f217q0s43tn3c0V02lSYSKdmuBK3qhTfk+oravkfSN0+zrqtRC0ty2Wy3dqfE0oe2aRS9KV1q2OYukWW1PIaKvO9Tuy7mOvZTqGB9P9r5Vu2+u/GUCsLHtPVIW8D7g/cQmpGtHsldR7V7V2hZHsr9YH/ikpHuJlEDjQfLECfd7xLxtgC8wuCmhW74LvNctaFHWOFcxfeZsBqdCsuV/gGrX+UQqyv8n4fxm01a63Pb66Xvb9asQztnRxAX2xWn87lionseHFF3r/wBeMcrvjwnbdysmabQxIWjqxathtO9K4AeSDiKmPwx3As+pX62oR/PnJCIiTT9HmwCrOqY6IelnwA1E80g3zJO+t/aelHQ28Ry+jPZqgUm1bd+2/QRwdCoJapTST9xDpP3a0lBch6jBmxdYQtIqwGdsf66Bzeo5hdg0rUiU2uTaa610RdL3be/SscapZL7eJxOb138Rkb5KTWBZ8uow9yYixbMAZ9m+Ndl7K/H6N6HypzYFTrH9n2qzmEFPotqpBORA4FW23y1pRWAd2z9pZLfUSPYPCsHrITi6b3NtzkM0N7wjHTofOCB3hyzpCtvr5a5nBJv3DnPYbqB9qJBgOI1ILxxHnMy/YftHDWyeQqTLP0otXW5750x7rerWpcdfZ7uJZEmnvapG5zUMyEV806lhJNPmpcT78VjCwX+IKHRfpYHNlYhyhsrJ/RdRf3hrl3YmAcsywmjSNssRFM11v7f9tgY2biZqnv+dbr+CaCZosvlshZFqgCsa1gJna5mOYvM0ou7yAlqo1ZZ0NSHPdJaTlq+kybZXarDG+nM6Bbjf9oMN7J1PlK7sRq10xfaeGbbeaPu6tmu/UynMYsD5VWlVyrzMm1PbJ2lW4GW2H68dm4fwh7LLTVJ2YAvC4V2LqGc8x/abcm3WbLdSDiPpXOJ6+PVUWzwrUWfc6LNUHMk+I+1aq4Lfy2zf1LL9JYAP2z448/GHE2mqMxh8sm0iq9MqkrYgnIFbbP++Rbs3OLQzb7a9sqTZiNcoS3RYHYLZ6UN9s+0VM2xVDtRORL3Y6bQX3W0VDUwImp2Q6JkfOMoNmk4kXUmcHC9Kt98GHGh73VEfOI5IejkhdL5sAxtbAd8hxqZNHZln+1eZ9o4Y5vB/gD/bblwn2hYp8vqDWk1wGzaHHV/oTDUASVfbfpNqQyEk3dRkw9Q2annSiUJi5gTbW7e60AlCOg9X40rnJiLl2YMMOjbIIurTu94g1+xda3vNjvfkjbZXndZjR6OktvsASSvbvlkxH3p7Bpo2fq6Y5HDkKA8fi/2FiA7jrYiO0SZj2eYjpHo2rh3L0kZTDyb6SDqKSNNcCewvaS3bTWcFV7SSLtdQ3TqIk0QT3bq6YC8Mnn/etbh7r2p00mPvV0hbLNZiPdU8lROZ/sbFKcqQhXowIUjRaVw9l7MACzG46L1rbJ+smKhRXfj3bHLhIv7XFYgSCQhplHuBVSRtYHuXbg2qN81VbwK2lnQ/UTLQuAwo12EchQcUskdOm86daVjK0IPnstXSleRAvVbS7G55JGK/k17jbYC3pJT2JUSZUROOAXbt2CD/mMGDDbrhaYUmrpO9tWlBqqk4kuOMpI2JLuCbifq7N9XC9wcRBeRdO5KSXkYU+36UaGT4DbCU7cWbrNftaqP1YqLPW4BVajvCywgZnDY4JkWRvgGcRaTLuxb6dg9069yyYC897DyV9F7gEOJCuJSkVYH9GtYf3iPpG8TuHeKE3qTmqdUJQYn31H6eAjycmgiy0cDovCq9+arkQN+faXtlYL1Uu1pJXl1G1G/nNgH2ornqnQ0fP4QebB52BA4npFv+TpQVfb7hMtt+Lnsx6eQe2lFQmGj8kKixPSrd/lg69ukGNlvdIBPDSc4ClpF0BbGZzZKOqlMcyf5Ate/1BokXa/d1yyPANcBehECqFd1kjZC0OHHCqeokLwN2zqnTcW8m+rxQXQRtP6MG1c6d2D42/XgJzcY3Vva+qhZ06zpRC+LPts9OJQIL0XKJALAvUUN0cfpbNyrmUDdhW2LMZrX5uCwdy6XtCUFVJHZ1wikzIaB9Q4M1Qly0Vic2ogJWAm4F5pf0Wdvnd2nv5cQGqYpSzAO8Im3MsptQ3H5z1f2K8Y3L2T4uZV2yhfcTrW4eHJO6Wk/xtvVcqneTThorKAyHolGkirxfY7vJqMAhsllO3fYNWLOjbOFCSU1L01rdINu+PtWwLk+cL+70gBxSNsWRHGdsny/p4XTzOOBqSVXqeQui6y+HrxI716OAkyVl1UwNw3HASUSqHOKNfRzQVAh4U4Z2Duak/VbQwHxTETuv6iLbKPWlkBv5OEOdtNxi/LZ06+o2hxV/psuJH70uEfDQjsZGxdqpcD473T4MrU4IgqnyP1sy4OweL+kU2wc0MPsPYDsPdJ+uSKTL90h/p1tH8rvAjSldXtVcHpiiIH/MXOMzilGQNyq09h6iYXRXoYW7BnFBPI6IBP2cgQ1uDq1uHpJzuz1DzxdNNjitPZfu0aSTFstVpiLpQ8DBxOZTwJGSdrd9aqa9bxOb2UayWR28KGkZh14sisk2TZUzWtkgj1Q+BrxOUuMeh9Js02fUIhYQjRyNIhbpzfwRoj5yOWLHfbrtv2TaG1KY27RYV9LRwNzEjvhYItR+je3tMmwN2/le4WYd8FcCV9EhnN6gGP9OYGU31K3rsHk7LYg/KyZADCoRcEvd4IrJFxcAXyFq8HYitER3zLB1HCM7oc55DyW7nROC5gMOduaEoGTzTuI5fS7dngu40fbyDWwO6QKujnX7uUyO89pETeRa6fC1tv+Ru75ktxfNVTcS00iurzUNTG0YybR5JXHuPZUoufk78J3c1yfZu4yhk8qyZ9UrmiUfoaXnUj2YdKIeTMNKkb2Nqihk+ht/dGbjUgou1GWzZiG6l5u8f94OHE9EDEVkmj5VT02PF+k8CVHTvy7x/oa45l5p+z3DPnCMlIhkH6CBjlsIIdP76ve5Qcet7XsI3agDFQ0iWxGzaXM7RR+TtA2h70Wy13QG8bqOLuibbX9T0qHAuTmGmjiKY2BOtyuc3qpuXaIt8eeelQgQI86+TvzfJxHzaXOjcucMc+w1xEV2lhyD6aLyYdu70d6EIIjo4ZzEiFGAOQhnpQm3pjrGarrJhwnNxjkYaKQYE45JMf8vOWatdWjXPpPPEdGVNnghletUTQNN6sYqdiY2tDsRm4e3E3I4ucztDBmd4Uj1m4cQ2YZbgN1aivz1YtJJ69OwgEkdqezHaF6zvABQXVvnb2IonTNWIYI11cbjztwgQSrbWLoqSZJ0KgNNUAfYvnDEBw9DVT6mkHta0fZD6fZihPPbiBKR7AMUOopVx+0ShOq+iDf633rQSJFNii4cCaxDrPlKYCfbf2tg8xrba0m6imgQegy41Q1kUXqBpC8RjsU5tCCto5Z165LNi4iLQyPxZ0nPAFWUQ8QF7G4alAgoBN1fZvvRjuMLA09WkbpcUvT9a0Q69jDgJ87sHJV0lTNlnYaxVXW+L0HUeP0h3d6IiLyPlHYai+25gM8xkMW4gihneY5wZLrSnZN0CNHg95sWotrLERuGfwPfI7pN30zUz33aDaR7JO1GXLQ3IhpktiWmEjVSuKjZfznwRJPnQNIBRLTndy2s5zKiPOVSYDNCRDr7fdNL1LKkUHr8wUQjWBXA+DAhlZblqKtl2axk8xrba037N8dk6wLgi7ZvS7dvAT5J1Cx/zZmjlCXdbvv1tduTiGvt60d52LTtFkeyf5D0YyLt/Lt0+93AFrY/M74rG0DSa2w/0HFsUTfTyvoG4ZxuSEzgMfBj29mNDb1A0ueJkVpPMJBOtTO7OtWybl2y2YoYcC9KBCQdA5zXWY+jaALb2PZnu7WZHr8C0VS2GlFH9XM374b+IdFtewqDU345klSjRrWavN5toxjbOQ+Rin0W8sd2SrqccH6qTuBdiOlVbyaiKo2EmiVtRMiQiRB2/0Omnb2BX9u+I0VyzyM2eFOAj9rOqg2tPZfPE9HhJs/loDIFdWjQNkHt1adX9q6yvbak3wNHEJH4U20v03CdH6DW5Gm7iYxdFY2rN+80kc1qtUyg0/GW9Jtq46AGQ0Ek/YDYgNUd8rvdMcO9a7vFkewfNMy0huGOjSeSphAX121tP5uOZZ/Uqros21em23MQKeTG2lZtI+keYC1HN2ahSzTK1B1Jt9r+vwybpwBvBA4lRsUNKm5vEC0+bpjDdrNGidZRD/Qu26Lu/Ei6u55haFpX3SaSbgVWSqnyHYhynXcQsjo/ayvK1ARJdxDrqkpMfkFIuwnyaxrVYn16zeZw07D2dfOu6MZoQC5rWBrWhg5XC+mc2lBJd9leboT7Bn2WMmy/j4Fu9UubOuRQaiT7jX9I2ouBIe9bE7u5fuIW4iRxhaQtHR1q2fVzVV0WEU0i1ZRk1wxKepft89LP8xMptTWJ2sEv2X54tMdPg7sJMfZW6IUToN6IP7fF3KPcl1vvtCYRHd6N0MKDgfdj10LsFW5XkgqYeoHdnwG5p+wIVY1WJWtSLezWwFK295f0GkI4/poMcy/Vfn5ylPu6Wd92hBzRwen2g4SjImB32zkC0C/UUtjvBH7pqA++XTFtKpuUIl+OwZ/vHFWGh4hzWcU/a7eb1DS2Vp9e4/EUCJgqKSQpN4L2FKMoOmR8dg5N3+ckuv5vIt47KxOauetkLLNaS1vySQB3SNrU9m/rB9M55M6Gtq8HnrL9R0lzS3qZ7aeaGCyOZH+xFamrOt2+NB3rGknzERJAiwPn2j6pdt9Rtj+XuUbbPkrRRXe2pD1pKN0CXJDSFo3rsojGovPSz4cSJ+D3ErWXPyIklXJ5mpDduIh2ahp7IXrdC/HntnhEISM0yClRdEhnFePbXrKNhXWS6jm3Y2jKr0lE8vvE+/CWFt7nFW3rXR5FOHlvJ5ze/xLlJjn1bZUUV12Gi3S7ich3vT7sUduLp9fr9+RNEnle0Yj4MPE53K1232ibn1GR9GmigWdxQo5rbaL+tGunr2UnpU5Vl/yMpFcR9enDzpnvgiMJbdNpHZsmtl8GIGl/4lx+IvH+2ZqMdVbPo6TfAKvbviXdXonQt+0ahbbykrYvT7d3ZUAq7CTnddR/CfitpA8Sjh9E5mVdBg826Hat2wM7EI07yxDlO0cTZWXZFEeyj0hpuJ1bMncccBdwGrBtctQ+miJ+TZoIqlTKFZI2JNKJKzRc62cIxf0XJTWqy+pgjVr67LBp1aqNgTPSV50mDkHrotfQvvhzi+wO/FrS8YQkCgw4ux8Zr0WNwInAHUSEaj/iwtVovB3wADC5RScS2te7fJPt1dN7BtuPK3QLc2hUwD8Csl1XiTgFwPZzisajHHYmJH8WAg6zfS+ApE1oJhi/M+GAX2V7g1TLe2ADe73gbIU+7sGEw2KiKaprJK1DODoLJWeqYj4yFRRqbObBUj8/TMGM3HPl8pUTCWB7sqTc9+vBDOhRQlzPjiE2Id8kQ5Q+ncNXTo+tSn4uBXZ0s6bEzxPSXlenv3OXotmxEcWR7CMkvY7YDS/JYAHbnLTFMrY/kH4+Q9LXCaX9JmPoADapreshSRuQP/ezstPa9ANg4XQSEzBfctKqC3ejaF9nU0RK+zVxgFoXvaYlweJeRLRtXyNpLeJk9sl0+FbCeWk0paIHLGt7S0mb2/6ZpJOIko4m7AH8TtIlDI5oNxkd17Zkzf8UUiaVrM5CZKah3RsprgU6/saBMLXW+pU5Bm1fzTCbYUfTY5OO6+eSg4ukORzNPNmaoW2jGE16O1G6cJqkc2hWnz47cf6alcETbZ6k+Ri+pyVtTchcmcjUPT36Q0blZknHMriM7OZRfn80lndMB6p4xvahMLXbPosU9Plp7uNH4HnbLyipuaXSjcYb2+JI9henEGHmY2muiD+HpElOgqu2vyXp78SuJttZSc7jkC4/GkxjAdDgcVUXd3wwu+HHDJzEfkZcXB6VtCiRXmpEurBuSZzIXsVAGUIOnU7ABjRzAiDmu04CvkCkR15DiH53S08i2slh3Cf38dORSoPxiZT2+ich5tuEbxGp4jmJi25jPCCh05be5RHEe3phSd8iHIC9WrDbFudLOsB255r2o/spPr3mwRTtOwP4g6THgV7q3I4ZRaf6NkRm4LuSvm37xzSoT3coQ1wi6fgebCI+SswtP5xwfK5Ix3L5FPBZBjKAlxJzsXOYs+N2PU2ctbnpIZdI+howl0L14HOEkkIjStd2H6FRulozbH0XON8d0hWS3gUcOVJH2Bjs9qLL7ztECqhKD2wF/Nl2P6RjkfQyorbto0S94W8IwerFx3VhHaRI0gm2G8/31VC5ka8T0ejNgD+4JemRNpG0CiEtAyEPkj3nNtW3nUYU4R9HbL6+YftHDWwOmULTwNbZjN6EkJ15SCnY6mJ4oe2mKf3WUAiPH0ucL6rXdxWiUeLT7lI3c3qhkOWan5C/ytI2rdlqPCNa0am+pmPYwIJpXdk6jx22W59s089Iuhr4mDumxaXP0Qnug67/ihS5346abBZwbNNym+JI9hGS9iXGX51OC4LXvUBJZLb2fV4i9fnmaT54FJu0PK5qhL/zKdvDybpM63HPEgLfewGX27ake9xQYkXSH4AtbT+Rbr+c6Bh9ZwOblwNvb+FidTvwf9Vrko59kqhznNf2qDqT0xtJOxNzjSudx/cBxzhDoFrSFsTkp1ts/77FNX6XGOvWOHKmEfRCK9y9bujcxAz0/6XbyxMbh/vdcA5vL1CIz1e1Y7c5zTfuBzR4Ulknz9vOTslq6IzorYgxll3NiFaHZFvLQYzzCS3F3ahNtnFLU376jRScOYLIONQbY74G7Gy7aRd8YyQdWL1HJG3kTM3VEe0XR7J/UEy46cRNHZZh/k6WQ5Uee7XtN6nFKTTJkXxb5TCnE/HFPXAk/2Z7iYzH7ULUQs5DCLn+iojKNXUkb3CaEzzasS5tnkA0OZzFYFHcrurwehXR7hXpPbROdZFOkas/dfseknQU4aBcSUTlzra9f0trbE2gepS/8RrgI07yOF087lJgu1R8vyyxcfoFIU11TU52IG0y9yBKKxYHXiCm2hxt+/hu7fUaSbMR6c6p0T5irV2NmtTgSWV1TAhWQ0xR+QVd0tamW9ITDJQjiYjkTy1PahjRbn2yTb+Tyl+qKCyE3NzBtidn2mu1Rr2+cejcRLRBqZHsIzz9RiF+k0jX5XCOhnb5HdtwPd8GblDI6kwdV5VjSAMSI0PuAhbJsWn7+8D3UxTkI0TN06sU0kend6Y0uuAlSUs4jZdUTJNpurP7a/qaxOCC966wvccIx88jdPG6JtWp7kM0b+xNzNz+AFHwv7PT/NdMxOC64hcZeiEfC28BVrH9YorSXUbUrzbG7TaVTaWlut2X274r/fwJ4GTbX1Q0bl1HXtf/L9Ja3gl8iHCifwnsJel13UbRpgM/JBy9o9Ltj6Vjn+7GyLTO4+n1uoTBnb7d0MaM6M07bh+SaWc4Kse7qqf/BwNzovuKtNmhaUlEchg/3sqigl6prvSEEpHsI4bZEV8M/KjbHXGyNZpD9Trbc2QtcvDfaG0KjTrGVQGzO2N+t6SHiQvX4513EXNvX9VooQN/ZyXiwv3h3Ghsiu4dQ1xUqqjADm2mU5uQanxeDVxdP9GqJvrepb3zgN8SDsVHiQvpSYS25ztsd17curG9K+EAVU7UFsDxaRPQjZ3OlF+ru3e1JFDddt1uR/ToCiKacka6fZMHS6+M1eagx1VRqVSndZvtprJhrTLc/5n7v4/hb703s7ax9RnRbaPhJ9t80/ZZDWwuQkgnvcr2uyWtSGQgfpJp7w3E+M5XEM/jo8AnciOIbdN2jbpCuP97xP/6JQaL2zdVjiiOZD+hkCOYjeg2htgRv2i7qx1xstUThyqlUjZlqERR1htRoT32amJU0yMK7ayvAG+2/ZoMez8BjnMSh+247yTbTTr9WkfSKxnYYV7lhuMX2yp0l7QTIdNzO7AqETE8M92X5VzV0/adZQadJ84cFOPP1k83L7PdtQagpGeICUYQn5Vl0u0qDZ1dbqERBKq7fW2SrVbrdiX9nOhM/zvx+VvK0YixANHQkeNIXgnsYftyRYPI553qfyXdaTtbCkfSMsCDtp+X9DaiKeoEp3rjTJvXEzXLf023lyZmRPdVY1nnptsNZ0RPBCSdS0Tpvm57FYVszQ3OHB+c3ptft31Ruv024EDbjaTs2kIt16hLGlUpw/Y3c9ZZUVLb/cWaHSfsCxWiqzmcQ7zhhkjeSLo40yaEVMBzxKjELH252joOJlT6bwT2lPR7Io30bSBrgohH6R7vNycysS4DEWiI160JvyBqON9DrdA9w872wBtt/1fSksCpkpa0fTh5KWMYrGd5wij3jRkNbmy4L31Nvc/dN6r1QkS7ok2B6q8SZRZHASdLahqR2j6tb0lgY9vVKNAVyU977ggcq9DHnUz6TKfNzv9rtNpI+a2R6jmPAc7rbgNdAAAgAElEQVQkotubjPqo0dkduEjSPcR7/LVknod6zHOE0z8n8LpUJtBIfq0N0vn8bncoG0j6DLExySpXSrzS9q8lfRXA9hRJTSTy5qmcyGTv4lRX3S+cTWjCTq1Rt328pH8SUd6uaOoojuUPlK8++SJqDpep3V4auH6819WxxptbtHUbkRoHeDmhhbfkeP+P0/G5/A5wAXGx2hb4A7ErbmLzus7Xiejq7NbOrR235yVGT34PuDFzbfsRm5vO48sSkZ8cm/cC96TvLwL/IhrAXgTuHe/XuGOt16bvNwJzDPc8Z9hcmugOvYVwMPYkSlfG/f/t8XN5ffq+O/DF9PMNDW3Okb5WTl9zVK9TA5vrA59KPy9EOFQ5djZI37dPr/XjRHr7WUKiqR9ek+tIWc6O45OIiU5NbF8MLFh73dcmIuW59k4HvkFsnJYkIvunN1zj4snuo4T6ymnA4uP9ukyPr6ZzfQvtUu2IL1ZMv7gQ+PI4r6mTcyVt3JKt55zGPdl+HLjL9n0t2e4pCu21pmwCbGT7p7Z/SswQzp6jmhhU6C5pNfIK3R9WTL4Aphajv4cQ2M1KJ9ne28MUtdu+23bW5AvbSznSuX8E3mv7lbYXTGvtd4HqM2koUG37HtsHOlJ8axD1aE2msbSKpBUkbVg1NdSOv2ukx4yR/6V6wU8wEMWfbZTfHwt/sv287ZvT1/PEbOwsUjpxTwYalWZjYJJKt1RdujsRUe37HXOjVwOy0/nDIemYzIfO4eRR1XGkZ3OzGBW7EkoUy6Qa3hOIZr1ctiUc+9+kr1fSPPp8XFrjYkTT29nkN7UOQtL6knZt8drbLuPtyZavwV8M3RGvN95r6ljf+whZmWeJ0VdPAU9m2nqC+OBVX4Nuj/f/Wlvnd4jUCsTF+h6ibu5+4K0N7N4MvKJ2+xU0jPgSDtT8wEpExOI6Yk5tt3YWBxYd4b7s9yQxim5DOiKTwLsa/t+3jOVYv3wBbyUK52cf77X08H/cCbiTcJzvAzav3dco00Kk3I8Atkq3lwL2zLS1KKH7dzvhmK2evt4G3NFgjTcSDtQNtWNZn2/CyYWWotrpXDPc14JE7WnOGq8Flhvm+HLEgImm76dZidrvlYDZWnyfzgLM14KdIZma4Y6N0dY1tZ+3T6/3PsREn6+09b+39VVqJPuA1MDyIaLp5FzbN6fOt6OBuYiTW7/wPWAd4iLdtFOrs0v30Ib2esWmHqjvOZjojr021X6dRDiXY0bS+bY3pkXZowoPjJb8DzF9KNfOg6Pcd0WOzY4Gnp9ImtrAQ9QKdt0JXuMfkvZi8OzcfzSw1xPSZ30RIhUP4cR0rU4wQehFnS0Atm8jHNXq9r3AQZnm3knMfl+cwd2sTxFlA7m8YNuSqrnlTWrwKvWBtsYuPpoeV38dKu3L3FGgexMZqwOIDSzEufGrwC45BiW9f4S7XicJZ4rlSzqJqOF9kXCA55N0uLvUX+3gMUnbEFrDEKoej2XaqkfXdyAyV49KOgS4ighudI2k+YF9GZgAdgmwnxsqr5Su7T5A0vGEVMI1wJuIC+Abga86SXD0Cwrh4re51k02o5M66N7gKPC+yvbatftucZedgx3dy610YEo6YrT7be802v3TA0m3EJIdUx0L4ETbh6u5EPsriB37W4gL4qXECbKrZhvVpI3SSfd7xOszGfiS7YcbrPGLaY0PM9CoZrcsvJ+DpDWITdLfiQv/T4kJKn8hJKlyOuBvtf1/tdvzEq/5bcT0pewufUnLERuxFRmsTpA9JEDSB2yflvv4YeztRkTjNmKggfAkZ0xbGsF+9thFSXcBG3oYiTVJDzhDMSM9diWiRKsaBToZOMT2LZn2qtTwwkRj4oXp9gaE+khWKVClEiFpayL6/BWivryJKsNriUaYdYhz0JVE/e4DGbZuIiLik4Df216jdl/2uVLSacRrUleGWcX2SA77mCgRyf5gDWBl2y9JmpPoyFvGdu5uppfcA1yc5BjqYxwb6VD1OUcBv1PMBD9P0uFEXc3biZRDt8w/wk573Qa77B2JE8SviY1I05qkXjDJqUbS9n1JcuPUdAJuGqH6N9F13JR6ZPRQ4CHgvYRm448IfcpcdgaW79PP9VGEk7sAcQH8ku2NJG2Y7lsnw+bDklZ1Uo5IG4j3EE5qVp1tjePSeg8jnIpPkd/5v43tnwNLKvRIB5F7brN9iKSNiBKg5YG9nTmaTsOPsFydqJXMGYf6faLBcbho+Hdz1ghThbk/kfv4Yex9CiKLA6zoNLQgbcCPb2B6NoVu8xbAD2z/r4ocN2Bxd0wEkrQe0LUjSWwQriPJjklazPZDaTPW5Fy5jO0P1G5/U1LONWwQxZHsD16oIny2n1PowfXjxQYiJXcvMHv6gubTWPoa20emaNpnCfHnWYlIwxnAARkm5ydqGYc7IZiBedHdsBgx3eTDwBRCAuhUN9DV6wG9dCx6wRq1qNlhkppeIB8gSg4ao9A8/A0xgaaNOdOzOc0ElnSQ7VMBbF+Q0mk5fJx4L07F9hTg45J+NPxDxsxcaW2yfT+wr6TriPRqt1Qp53lH/a0MkuPYxlzj84DtgGqE5Z8Iqa/3SFrLXUrr2B5RfqmtiGnLvMaDJ189DHQ97rbGj4i63ZuAS9Nm9skG9iCikZ2ao8Mdmya2lxzhrpeIPoVcnpW0vpPOcnJ0n21gDyiOZL+wggYm0YjoTLuZFkSQ28YdelQpgvretuxLWtj2I23ZawvbFxMSFG1wv+1W9enSxuNo4GhJixMag7dJ2tP2iW3+rQb00rFoi4VTVEpE3ZRqtcBNVS6qaP5vaR7NfzkRPbxIoS13MvAr27l1oc+ljtD5iQjIFrbPSOnTLL2+XtTZ1nheMSHnLklfIFLyWY6g7R+l2tUnbR/WcF0oZqqPuLl23mz1aY2wbFRbDSDpBNttjvlrkwsUOsNV/eGHqWksdovtI4hmrYr7JWXVlCuGaqwLLNQR0Z6PaORpDYe+673T/MWR2RE4IZXtQMhINY4gF0eyP+ilCHLrpJPuO4li4o2Ay4FTMux0ytIIuEYhWaNu69vGA0mfst2txEPP0s6K6S7V63IuA0Xv406PHYu2+DEDM8p/RsiCPKqYE940BfS39FWP5ufyuO3dgN0kvZl4za9P9bwn2+5WwmVHIqX5EvHZ/myq3f47Uezfb+wMzE003OxPlJlkXxAds9W3IlLljXCaqS5pf6I04kTiM781kTnIMlv7+e1EPSu2X5DUdb26pM5xhQI2SI08dKZoxxvbX0jlQFWTyDG2c2bKAyBpZ6I84ingWKKh9SvkSYbNTmxiZmXg3AER4cySNeshTzomA80HYPtJSaPOhh8LpdmmMGZSdOKjhP7hNcB6wNIemILRrb2XGNpxuDjwIBGJzS6cn16oY9TfGB+zklue6SppP2J05e3AL4kC/CmjP2rGQdFB/0NgEdsrKUZtbmY7p/SgddLm6wTbW7dkb8iYyvQ3NiJUBT7Vxt+ZmZB0GNEt+ytC4gwA29dn2mttdrdaHmGZSiNuI5yoqlv7ZCKTge1Lul1jzfacRBq+c0xr30wJql4HSe8EPkOIk5/Y+Znq0uZrU5lF3zLCeeM6229sYrdEJAtjQjH0/W/ExXo3209JujfXiUzsTlz4dq+6+pLNxjukNqmVHQy5i5By6Yq2ncjEXkTKY5X0daAk6MPyiB7xY+L99CMAh4TWSWTUsCpGF74auNo1AXXVOrq7JUW8Xitp9szmiE7+MtzfIGrpstbYi/+7V6SNw+7EGMOp1zFnzC2vUdXD7lc7ZiICmMPTqSv4l8nOVtQc1C5pe4TlGsne14nz742Snm3iQNY4EbiDiGzvR0Rib29iMEUjDyK6t8XAeS2nTAAGskKbEA7krUonzAY8oxgT2elAN3lPtkL6bP8fQxs956O21mz7JSJZGAuSvk90uE0mtBPPJLQkG0UNUz3fYUQjwj7ATf0WiZT0MHFSfLzzLkKC4lXTf1UdC4li8RHp951yUyRda3tNDZZWutFdSsxosNblqsBUrcvhdvNd2j6BKGM5i8ERr3FXPOjl/90LFPIoRxOlG1NrOG13VcohaW1CMPz5af5ylygkrg4nMjcmxKR3cR9N76qdfx8mIvhNGlgqmzfYXk3SzbZXVnRHX+aabFqGzbuJyVWNHNKaveOITdNSxMZ7FuDiJpE5RWf5r4DdiFKRTwCP2t6z+YqbIWlz4vq9GXH+qXgK+KXtK5vYLxHJwpiwvYukLxHaVlsR9VTzS/oQ8DsPM/pujHYfBLaUtBnR3Th3S0tuk3OISSxDauQkXTz9lzOUGd1RHAP/krQMqZZM0geJ+rRu6ZmINvDX9DWJwbVUWbQcQezl/90Lptj+YQt25gDOkrQdMRRiCLmOfnIYO4cu9BW18++mNO9arqjGtD6h0JX8J/ki5xUPt+VEJrYjNkz3pBKBBQkJqSYsaLsatHAJcImkaxuvtAXSpvBMSevYzh77ORIlItnnSDrX9rvHex2dpF1m1XDzTtuvbMHmXITOVS9Sv32D2pdumemRtDRwDNE9+TiR5t+m2+iPeiiiXbM5d8OSkNYjiNPj/24TSfsCjwCnM7gDvusGPYUm4RsYQSvTHUoVhdGR9GngNOI5PZ5oRPmG7WxlBoV276KE5Fr99c6abJNsbkYMMICoMz0711ayd5XttRXd5UcQer6n2l6mid02kLSH7e9KOpJhFAXccGBFiUj2AanTdti7GKjb6SscwrjnAOckB7ANm88SqfPcbuiJQtvSLTM9tu8B3qEYQzfJ9lOZpnqmdamQCfkJcWFdQtIqwGdsfy7DXNsRxImm8Vl1aO9eO2ag67IYhz7hQ+R17BaGcoHtx4npUksDtNAZPB/wDLBx7Viu5i6K4RJrElqcADulaF2TkZgHKGR1vkzoR84HfKmBvTaporl/7oXxEpHsAyS9SMy8HO4CsLbtVhy1iURON/REoR4x0oB0y/uJD3uOdMtMi4aZRFKn27Rkqhmb4mFGVUpazw1kiiRdTciBnFWr45xse6XRHzmsrVYjiL38vycKKap9OLA24aT8iZjwc8+4LgyQtLLtm9PPswF7EiMsJwMHNI1wt0mvOoPbJDVQruo0CESheHDDjNyUmP7HgxyyYa1SIpL9we1EZOKuzjsk5YxXmhC03Q09EbF9GXCZYg7zRoTQbquOZL+WR7REVWu4PBFhqArJ30tIVHWFe6x1afuBjubQLLFvWo4g9vr/bgtJb7d9oYYfMdoo1Uk0Ef4/BiaHfITIFrwpx1iKTu3LgPbhJcT895zpRsczMCHlO8CCxAjPLYimo3EXEu9lZ7B6Iym0AFCVQsw/2i9OY21HjHZ/07RxWziUI9brhe3iSPYH+zLy1IwvTsd1TG8WYZRu6Om/nOlGL6RbJlx5RBtU9WuSLgVWr1LaqYbut+O4tOF4QNK6xOSY2Qj5ldwGgokwJagXvBW4kOGnaWWnOhNze/AUqJ9L2n3E3542PyUihlUTz8cIEexhneBpUN99bAis6ZgPfSkx5q8fWJ4Y/boAg1+fp4hSjCa0LSl0IHCDpIuI5/Yt5E8H2pF4nX9N1EX2Y3NaxY0KMfpTGKwc0eRzU1LbhbGhmOyxDzH5Ym/Cwf0A8WHe2YPnoI7V5k+A45zmfnbcd5LtjzZb9czDzF4eIelOYOVKxkXSHMDNtpcf35UNIOmVROr0HcTrdD7x2XlsXBdWAEDSQcSmttJ9/DBRz1xNkemqkUfDyE8Nd2yMtu4hau8mEans19fuyxI57xW96AxuU1JIMVrzg8BlRBYD4JrhyjrGaG9BYEvi/TKFkAA61fYTOfZ6SZI96sQNI7slItnv9FHTyfFEhGce4CKiSHkTBlIrXctc2N5ulPtmSieywes9U5ZH1DiBGK9ZjU3bghhx2BdI2gJYlhan28yMtF0T20EVOfxMx/GPkNfI86yk9auNckorPpu5tksIDUCAqyQtYvvhtMH/V6bNXnG3pK8R4ul1sfgmzkprkkK2X0pdzL9msKZiFmkjeDRwdKo1/ghwm6Q9OyLc/cCxnaUqbaS7S0Syz+mXphMNFnoetKbcXXZhKLmvt0I38Rbbdw5z3xa2z2hlgX2MpDcC66ebl9q+YTzXUyHpKKK260oiLXm27f3Hd1UTE8VY1RuJOfLP0xGB7yepHkmrEpuZ+Yl1/hv4pO1+SUX3BElXEtG+TrH40xrYbFVSKHVt/4uh4zC7lo+q2VydaJzciPjfD7V9W669XjBCI1TjgQPFkewDptF08jrbc0zP9Qy7kFr6RNIBtveq3XfzjNzt1jYT4fWeiKSuxEUYHAX52/itKJA0GVglFbvPTaTk+qaDdSKRJJO2At5FXKxPJuRmGl/IJG1JzKh/StJeRHPL/k03JJLmA7DdSPBb0lphxtdKWpF4Du6w/bsmdtum7cBClYpOEcS2bN47zGE7Y6qapP2ATYms0C+J99CU0R81fUnSY+sCuxCTjCrmA97XtDSipLb7g4nQdHKmpHlt/7fDiVyWYZpHCqPSk9dbE2hWctukrvd9iFFvLxLPpYF+2OC8kJqpcEzR6Odi/L4mRfNuAr6SGpe2Ao5MacSmacpv2D5F0vpEHevBRMqyq65tSdvY/nlnGr562XPS75L2Ad4NzCrpD2lNFxHPw2q2v9WtzR5yjqRN2nJwq1Q00czSCrab6lrW2YsYgLBK+jowvdbVPPB+OAfNTkRxZ2XwVK0niXrRRhRHsj+YCCP49h7h+N208EacyWj99dbgSSfVmK4z090HktkNPoHYGVi+TxtXVqhFoQUsk27304VmQiFpIWA1ItX5IDHlpilVGnZT4Bjbv5V0QIadedL3xmMwa3yQUF+Yg6gPXNz2k5IOAa4G+smR3Bn4mqTnidrG6n0+XwObf5S0Gw1T0Sk6vEhVS56i0FUj4u9tP5yxtjad0p7ggZGNxzuN002R3nmbRsqhpLYLLdBHDUEzLZJuAdZxbdIJcKLtw+v1rTMqScZjo35LKQFIeu1o97vMSR8zkrYlmmLmJN7jv7bdhhOJpHOAvxM1bqsTjTHXtNkRLWke209P+zeHPK5eoz7o8zwz1Ki3lYqWdAxwpe3j0+27iXrbuQhB/h2brrWfkXQSIVf0InAtkdo+3PbBjewWR7LQlH5pCJqZ0QSbldw2SUpqeUJZoD6Lt0kXb6HPSM02k4HK+R50AbO92ZAHjd323ETd4S2271KawW2769GJkl4NLEZIUL0gaWGiPu2Ttl+VYe9qYINUGjHJAxNZ5gcuatos0TaSXg4sx2Dx8EvHb0WBpBsIvVlXt2sO+uW21x/VwASn2nRI2prYLH0FuK5pVqSktgtjYhoNIjPFFJo+Z6LNSm6bv6Wv2dNXYcZkg7YNKk3LSU7aDbbvhZjBnZoUurW3C/B14G5gjtS1fxAhUZXbZPUWJ43UyolMzMbA3PG+IHVY7wwsTnTYr02Mm3x7hq22U9GzdjRmfaz28wLdrm8CMptCg3ML4AcOUfvmjWolIlkYC5IeZpQGkZxddqE9VGYlFwpZ1OVPOqVQcqRRJN0GrG/735KWIJoR17N9XasL71NSmc2awFUp+rUCcKDtrif6tJ2KlnQT8M7O82SKIJ87o9crp1r6PYmGtU2BJYCf237zqA+cBiUiWRgrfd8QNDPjCTIruVek5os9GDqLt+soyPRA0oJ92hg0M6IRfh7u9lh4rmoCsf03SXfOLE5k4jnbz0lC0hy275CUO2FqTQYLxD9l+4sQqegMewcDZ0v6MlDJOq0OHJLuaxVJ59p+d9t2c7F9BFCfDX6/pMZR/uJIFsaEyxSaQn/zC6Kj8z1EMfkngEfHdUUJhfjxIbb/JWkNQsbkpZRi+njqqCyMHx7h5+Fuj4XFJdUv1ovVb9veKcPmROJBSQsAZwB/kPQ4AzWt3dJqKjrJMv0LOIDYdBq4Fdjb9rk5C1QIkQ97F9FpP+6MJElVo1EteXEkC4XCjMCCtivZo0rq4trxXlRiU9tfST8fDHzYISr9OuAkYI3xW1oBWFrSWcSFv/qZdDtH2mX3jtszUzQS2+9LP+6b1BTmJ19+7CVJi1apaNuTYWoq+qVRHzny+s5rsJ7huJYYYTlc9Lpf6i57IUk1leJIFgqFGYFqFu9DkjYF/gG8YhzXU2dWSbMmaaK5bF8LYPsvksoUo5aQdIztHTIeunnt50M67uu8PU1s982M9+lJ6nr/n+3/pdvLE2nj+22/kGl2uqaiM7kd+EzVEFRH0gPjsJ4hOI2SdI9GiJZmm0KhMOFJHeqXAa8BjiT00b7p5tNOGqOYuvNe4DvAW4CXA78huliXtv2xUR5eqCFppM2BgJtsLz4911MYQNKlwHZJOmlZ4Bqi5GRF4NpaVL5bu+8CvsbgVPR3clPRbSPpg4Rk1J3D3LeF7TPGYVlDSLWQXwBWSIduJzq3L25suziShUJhIqOYsb2T7cOm+cvjhKS3AZ8FXkdkgh4gasiOqyI4hWkj6UWi3q6eRnS6/WrbRfppnJB0i+03pJ/3B15h+/OSZie0CmcGGbK+JGVpfgDsB1xPfF5WJ8Y7fsENx1kWR7JQKEx4JF1je63xXkeht0i6C9jQ9t+Gue8B268Zh2UVCK3hSj5H0hXAwVU0TtJNbU4IakoSct8XqGRvLgH2s/2fFmyvD6wFTM4Rs+8FSVllZ8es+vrxlYEjbb+1if1JTR5cKBQKfcIVkn4g6c2SVq++xntRFZJWkLRhmjhUP/6u8VrTBOX7RGnAcHx3ei5kJCTNLWkPSbtLmlPSJyWdJem7na//DMbNkg6R9CVgWeB8gNTB3W/8FHiSGLf5ofRz1phfSdfUft6eiPy9DNhHUlY6vwcs2ulEAti+mRYGipSIZKFQmPCk7tBO3A86kkkE+PNETdKqRGTgzHRf14LXhXZJpRGfJiaxnFfXXZW0l+0DurT3a6J0YS5ibOfthDTVZsQFfYasiZU0FzHRZjHgp5XjImldYBnbJ47n+upomPnkwx0bo636mMVrgU1sPyppHkKUfdxT+pKusz3sVKXR7hsrpWu7UChMeGy3PjqvRbYH3pjGVi4JnCppSduHkyd4PVMjaS1ik3CtpBWJ+dh3NKjz+hEwN9EccoSkS2xXenvvJzQHu+F1tj8kScBDwDtsOwloD4kKzSjYfpZoKOs8fiVwZRPbPUhFPytpfduXJ/vrAc9m2pqkmC0+iQjOPQpg+2lJUzJtts0yNVmrOgKWbmq8OJKFQmHCohgNuWTtgrArUKUPT7J997gtboBJtv8LYPu+1HhzqqTXUhzJrpC0D/BuQlLpD8CbgIuAr0hazfa3MsyuVavt+wFwlKTfAFvR4PVJzuPvKkHtdLukAPP4KTCZSENDCJMfRzj6OewInJAcVIjRv7kzy+cntEIFWNJijjnt89I/n+/NR7mva4mrTkpqu1AoTFgknQz8wvY56fadwDFEhGkF21uP5/oAJF0I7FofLyppVuLiuLXtWcZtcRMMxRznVYE5gH8Ci9t+MqVVr86ZlSzpDtsrdBzbG3gnsLDt5bq0dyywS7V5qB1fBviZ7fW7XePMTpup6PTYpWzfK2k+gPQeWsr2vW2sN/2NuYFF2rTZr5Rmm0KhMJFZvnIiE8/YPtT2/sAS47WoDj5OOD1TsT3F9scJXcnC2Jli+0XbzwB/tf0kTE2rZk06Af7c2fRkez8i4rVkt8Zsf7rTiUzH/8pAarbQHc+mbmigcSoa4DQIB7J6DwGnNrA3BNvPzAxOJJTUdqFQmNjM2XF7w9rPr5yeCxkJ2w+Oct8VI91XGJYXJM2dHMmpDQIpRZk7Mm+bEY4fCxybY7MHdZx9T9tNSx18FvhZep0F/Bv4ZMYaVyCEzeeXVE+Lz8fQc0lhjBRHslAoTGSekvQ6238BsP1vmHrBeGpcV1boBW+x/TyA7brjOBv5NW6tOn49quOcCLTdtDSVVBaySj0VnWlqeeA9xAzs99aOP0U0xRUyKDWShUJhwpJSkkcA3yImNkBEqr5GyOz0xRi1Qv9Sd/yAuuO3EfD7bh2/XtRxTgQ6BMlnBY4isgJbETI4q2XY3Mb2z1MT3RBsfy9zrevY/lPOYycikhYF9iGi9nsDXwQ+QEhT7Wz7oSb2S0SyUChMWGyfl1JUewA7pcOTgffbnjx+KytMID7I8I7fIcDVxCalG6bYfhF4RtKgOk5JuXWcE4Gp4yltTwF2SE1LFzKgpNAt86TvL2u4tk5ukPR5Is09NaVte9uW/06/cDzwW+L5vIiYgb4JsAVwNKN3dU+TEpEsFAqFwkxLh6D0DfXIWU5nsKSrgQ1sPyNpUpWCT/V9F82oAvSSfg783PZ5Hcc/DfzQ9mwt/715bD+d+dhTgDuAjxLzp7cGbre9c4tL7Bs63uN/s71E7b7s7veK0rVdKBQKhZmZF5JUC7TTwPOW1AzUah1nv2N7m04nMh0/tokTKenVktaQNHu6vbCkA4G7Gix3WdvfAJ62/TNgU6KkYUal7uudMMp9jY0XCoVCoTCz0arjVzUDDXP8X7ZvyVvixERSp9PS7eN3AW4EjgSuStHN24nxk03G+v0vfX9C0kqEqPjCTdba55xZzXm3vVd1UNKywF+aGi+p7UKhUCgUCo0YZgSfgA2IGklsb5Zh8zZgfdv/lrQE4fSsZ/u6hmv9NKEluTKhFzovsLfto5vYnVkpjmShUJjwpFGJRwLrAwYuI7oRR9RwLBQK7SHpeuA2QnvThCN5MvARANuX5Nis15RKusn2Ku2seOYlibuvBUy2fX5je8WRLBQKE52k13cScGI6tA0xfnCj8VtVoTDzIGkSsDPRDby77Rsl3WN76QY2HwF+WTv0kfpt2zsNedDo9oaVEarZy5IT6nckXWN7rfTz9sDngdOBjYGzbX+nkf3iSBYKhYlO27N4C4VCHik7cBjwMLBZvUM4w9aoNaqpUaYbey8RNZfnAs8TUel01hQAAAmzSURBVNO6vW92u8aJQEfX9rXAJrYflTQPofH5hib2i45koVCYEXhM0jZEKg1CBPmxcVxPoTBTkspJtpS0KZA7gaay1ZWjOAZWI84NmwLXEeeLCzzjR9QmSXo50WAt248C2H5a0pSmxktEslAoTHgkvZaokVyHqM+6EtjJ9t/GdWGFQqEvkbQu4VS+A9jTdmez0AyDpPsIKSsR58f1bD+UOrkvb5q5KRHJQqEw4bF9P9B1V2ihUJj5kLQQEZ18A/Ag8Mj4rqi32F5yhLteAt7X1H6JSBYKhQmLpD1sf1fSkcROexDdFuMXCoUZF0nbAh8ixiKeCvza9gztRE4PSkSyUChMZG5P3/88rqsoFAqtkyYOfYHYJB5JdG2/nxhvuJ/t/3Zp8lhgMnA/8E5gY2mg3yZH67JQIpKFQmEGRdISpUayUJi4SPo18AAxyWZ5YuP4K6KMZVHbH+vS3ltHuz9H67JQHMlCoTDBkbQO8GrgUtuPSFoZ+ArwZtuvGd/VFQqFXCoJL0XY8CFgMdtOt2+yvfI4L7FAmbVdKBQmMJIOBn4KfAD4raQDgPOBq4HlxnNthUKhHZI8z+8qmZ70vUTB+oRSI1koFCYymwKr2X4u6aQ9AKxk+77xXVahUGiBP0ua1/Z/bW9bHZS0DPDUOK6rUKOktguFwoRlmFm8Uyc4FAqFGRdJmgmExCcExZEsFAoTFklPAJfWDr2lfrt0YRYKMxaSTrD98czHzg98FdgCWJhIjz8CnAl8x/YTrS10JqI4koVCYcJSujALhRkXSZ3TZgRsAFwI3W8UJf0+PfZntv+Zji0KfALY0PbGjRc9E1IcyUKhUCgUCn2HpOuB2wj9RxOO5MmEnmTXG0VJd9pevtv7CqNTurYLhUKhUCj0I2sA1wFfB/5j+2LgWduXZGYb7pe0h6RFqgOSFpG0J9GoV8igRCQLhUKhUCj0LZIWBw4DHgY2s71Epp2XExqzmxM1kiSbZwEH2f53C8ud6SiOZKFQmKGQtHCZn1sozHhI2hRYz/bXxnsthQGKI1koFCYskl7ReYhIha1GnN9KhKFQKAyLpPWBtYDJts8f7/VMVIojWSgUJiySXgLu7zi8OPAgMQBj6em/qkKh0I9Iusb2Wunn7YHPA6cDGwNn2/7OeK5volIcyUKhMGGR9GVgI2B327ekY/faXmp8V1YoFPqN+sACSdcCm9h+VNI8wFW23zC+K5yYlBGJhUJhwmL7UEm/Ag6T9ACwD2UGb6FQGJ5JqeFmEhFIexTA9tOSpozv0iYuxZEsFAoTGtsPAltK2gz4AzD3OC+pUCj0J/MTNdQCLGkx2w9JmjcdK2RQUtuFQmGGQdJcwDK2J4/3WgqFwsRA0tzAIrbvHe+1TESKI1koFCY0klYAXg1cbfu/tePvsn3e+K2sUCgUZnzKZJtCoTBhkbQTcCbwRWCypM1rdx84PqsqFAqFmYdSI1koFCYy2wNvtP1fSUsCp0pa0vbhlJqnQqFQ6DnFkSwUChOZSVU62/Z9kt5GOJOvpTiShUKh0HNKartQKExkHpa0anUjOZXvAV4JFE24QqFQ6DGl2aZQKExYJC0OTLH9z2HuW8/2FeOwrEKhUJhpKI5koVAoFAqFQiGLktouFAqFQqFQKGRRHMlCoVAoFAqFQhbFkSwUCjMNkpaUNLnj2L6SdpvG49aQdMQI990n6ZVdrOGTkn4w1t8f5vEXS1qji98/XtK9km5MXzv16m/lIGkXSVdJOkVSaZAqFCYYRf6nUCgUpoHtPwN/Hu91NGB326f2+o9ImsX2i908xvb3ge/3aEmFQqHHlIhkoVAoJFIE7iBJ10j6i6Q3p+Nvk3RO+nlBSedLulXSsdT0KiWdIem6dN8OteOfSvauAdarHV9I0mmSrk1f69GBpLkk/VLS7ZJOB+aq3fdDSX9Of++bXfyf80j6afo/b6gmAk3jb20s6U+Srk/Rw3nT8fvSc3Y9sKWk7dP/clP63+ZOv7eIpNPT8RtTlHdeSRckm7fUJxNJ2lXS5PS1y1j/t0KhMH0pEclCoVAYzKy215K0CbAP8I6O+/cBLre9n6RNge1q921r+9+S5gKulXQaMDvwTeCNwH+Ai4Ab0u8fDhxm+3JJSwC/B17f8fc+Czxj+/WSVgaur9339fT3ZgEukLSy7ZuH+Z8OlrRX+vljwFbAhba3lbQAcI2kPwKfGe5vpdT9XsA7bD8taU9gV2C/ZPMx26un313Q9o/Tzwek5+dI4Ij0N98naVZgbuA54H22n0x/4ypJZwGrA58C3kQ46ldLusR29bwVCoU+oTiShUJhZmIkvbP68d+k79cBSw7zu28B3g9g+7eSHq/dt5Ok96WfXwMsBywKXGz7UQBJvwJel37nHcCK0tSg5nyS5q2m9dT+3hHp790sqe4ofihFPmcFFgNWBIZzJAeltiUdB2xWqw2dE1hilL+1drJ9RVrr7MCfavZ/Vft5peRALgDMSzjHAG8nnFhsTwGelDQbcKCktwAvAa/m/7d3765RBXEUx79Hso3RiAFJKYKPFCIICr5fKJguIhZRkJQ20cY2YEzjf2ATMAhqp60PFFGDj0JMRBMLUQQJKBIsIorIz2JmzRKyye4V4sqeT7N75+6dx11YDjOzXOgAdgE3ImI69/c6sJuZAG5mDcJB0syayRdg5ayyduBdxfGP/PqLOn4jlR7PeBDYHhHfJN0nBbT5LAG2RcT3WtupaG8NcBbYGhFTkoZraO/P5cDRiHgzq875Pn8nInqqnJ+ueD8MdEfEqKReYN88/TgBrCI9L/2npPfUPgYzawDeI2lmTSPP9E1KOgAgqR04DDyqo5oHwPF8fRczwXQFMJVDZCdpFg/gKbA3760sAccq6roN9JUPVPG4xyrtbQQ25fI2UoD7KqkD6KpjDLeAPuXkKGnzAm09AXZKWpvPtUpaz9yWk+5xiRQUy+6Sls6R1CKpjXTPPuUQuR9YnT/7EOiWtFRSK3Akl5lZg3GQNLNmcxLol/QCuAcMRMTbOq4fAPZIekVa4v6Qy28CLZLGgQuk8EVETALnSEvBI8B4RV2ngS2SxiS9Bk7N0d5FYFmu9zxpyZ2IGCUt9U4AV3PdtRoESsBYHsfgAm19BnqBa3m5+zHQWaXuflJ4Hsl9KzsDHJL0kbT3ch1wJY//Jel7mcjtPSfNbD7LdQ15f6RZY/IjEs3MbNFI2gFsiIhL/7ovZvb3PCNpZmaLQlIPcJnqf3oys/+MZyTNzMzMrBDPSJqZmZlZIQ6SZmZmZlaIg6SZmZmZFeIgaWZmZmaFOEiamZmZWSEOkmZmZmZWyG+VnbpnDmNW5QAAAABJRU5ErkJggg==\n",
            "text/plain": [
              "<Figure size 720x504 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "lKs2ZH9anKtq"
      },
      "source": [
        "### Analise gráfica para um mês mais recente"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 566
        },
        "id": "ayr-vqvGnxG_",
        "outputId": "1f17e3dc-8a80-4ff3-a7e9-5cfcec71f87f"
      },
      "source": [
        "ax = dados.plot(x=\"Unidade da Federação\", y=[\"2020/Jun\",\"2020/Jul\"],kind=\"bar\", figsize=(10,7))\n",
        "ax.yaxis.set_major_formatter(ticker.StrMethodFormatter(\"{x:,.2f}\"))\n",
        "plt.title(\"Valores repassados aos estados referentes a internações realizadas em Julho de 2020\")\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x504 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 566
        },
        "id": "Q5Dia_u3oqAa",
        "outputId": "b3e648a9-e627-48b0-fe60-715c18386288"
      },
      "source": [
        "ax = dados.plot(x=\"Unidade da Federação\", y=[\"2020/Jan\",\"2020/Fev\",\"2020/Mar\"],kind=\"bar\", figsize=(10,7))\n",
        "ax.yaxis.set_major_formatter(ticker.StrMethodFormatter(\"{x:,.2f}\"))\n",
        "plt.title(\"Valores repassados aos estados referentes a internações realizadas no 1o trimestre de 2020\")\n",
        "plt.show()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 720x504 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": [],
            "needs_background": "light"
          }
        }
      ]
    }
  ]
}