Clusterização-Apsen

class: center, middle, inverse, title-slide

.title[
# Clusterização-Apsen
]
.subtitle[
## fnc-Data-Science
]
.author[
### 
]
.institute[
### Funcional Healt Tech
]
.date[
### 2024-08-26
]

---

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# Clusterização

.panelset[
.panel[.panel-name[Os dados]
<div style="border: 1px solid #ddd; padding: 0px; overflow-y: scroll; height:450px; overflow-x: scroll; width:1150px; "><table class="table" style="color: black; margin-left: auto; margin-right: auto;">
 <thead>
 <tr>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> CNPJ </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> qtd_prods </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> qtd_ped </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> total_unidades </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> total_faturado </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> num_meses </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> tempo_medio </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> tempo_mediano </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> LATITUDE </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> LONGITUDE </th>
 <th style="text-align:left;position: sticky; top:0; background-color: #FFFFFF;"> classificacao </th>
 <th style="text-align:right;position: sticky; top:0; background-color: #FFFFFF;"> cluster </th>
 </tr>
 </thead>
<tbody>
 <tr>
 <td style="text-align:right;"> 2.731314e+13 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 143 </td>
 <td style="text-align:right;"> 4810.89 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0950504 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -25.35188 </td>
 <td style="text-align:right;"> -51.494 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.888378e+13 </td>
 <td style="text-align:right;"> 51 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 499 </td>
 <td style="text-align:right;"> 18893.67 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -23.61955 </td>
 <td style="text-align:right;"> -46.706 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.004764e+13 </td>
 <td style="text-align:right;"> 36 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 202 </td>
 <td style="text-align:right;"> 5529.36 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -23.65597 </td>
 <td style="text-align:right;"> -46.613 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.049478e+13 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 303 </td>
 <td style="text-align:right;"> 7762.41 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -23.55215 </td>
 <td style="text-align:right;"> -46.306 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.321344e+13 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 96 </td>
 <td style="text-align:right;"> 1750.96 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0950504 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -23.44872 </td>
 <td style="text-align:right;"> -45.078 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.536957e+13 </td>
 <td style="text-align:right;"> 128 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 5437 </td>
 <td style="text-align:right;"> 362949.82 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -12.14922 </td>
 <td style="text-align:right;"> -44.994 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 5 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.987137e+13 </td>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 186.56 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 1.3359615 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -22.78741 </td>
 <td style="text-align:right;"> -43.187 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.916833e+13 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 56 </td>
 <td style="text-align:right;"> 2372.19 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.3527093 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -20.53835 </td>
 <td style="text-align:right;"> -41.659 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.263818e+13 </td>
 <td style="text-align:right;"> 23 </td>
 <td style="text-align:right;"> 21 </td>
 <td style="text-align:right;"> 93 </td>
 <td style="text-align:right;"> 3929.89 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.1005256 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -11.00000 </td>
 <td style="text-align:right;"> -69.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.429212e+13 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 440 </td>
 <td style="text-align:right;"> 12514.45 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.686313e+13 </td>
 <td style="text-align:right;"> 27 </td>
 <td style="text-align:right;"> 14 </td>
 <td style="text-align:right;"> 99 </td>
 <td style="text-align:right;"> 3016.51 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 1.0007076 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.272528e+13 </td>
 <td style="text-align:right;"> 39 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 515 </td>
 <td style="text-align:right;"> 18124.27 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.127210e+13 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 12 </td>
 <td style="text-align:right;"> 205 </td>
 <td style="text-align:right;"> 5526.48 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0004778 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.693984e+13 </td>
 <td style="text-align:right;"> 52 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 1757 </td>
 <td style="text-align:right;"> 60779.10 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9983209 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 6 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.818605e+13 </td>
 <td style="text-align:right;"> 27 </td>
 <td style="text-align:right;"> 14 </td>
 <td style="text-align:right;"> 154 </td>
 <td style="text-align:right;"> 6234.79 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9956535 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.112105e+13 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 536.14 </td>
 <td style="text-align:right;"> 14 </td>
 <td style="text-align:right;"> 3.0113885 </td>
 <td style="text-align:right;"> 2.003942 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.212733e+13 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 41 </td>
 <td style="text-align:right;"> 1545.27 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 1.7776318 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -68.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.753298e+13 </td>
 <td style="text-align:right;"> 58 </td>
 <td style="text-align:right;"> 12 </td>
 <td style="text-align:right;"> 317 </td>
 <td style="text-align:right;"> 12958.50 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 1.4544260 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -65.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.624539e+13 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 44 </td>
 <td style="text-align:right;"> 740.36 </td>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 2.5008213 </td>
 <td style="text-align:right;"> 2.003942 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -65.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.614470e+13 </td>
 <td style="text-align:right;"> 21 </td>
 <td style="text-align:right;"> 21 </td>
 <td style="text-align:right;"> 122 </td>
 <td style="text-align:right;"> 4584.09 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.1005256 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -65.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.471492e+13 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 18.73 </td>
 <td style="text-align:right;"> 17 </td>
 <td style="text-align:right;"> 17.0000000 </td>
 <td style="text-align:right;"> 17.000000 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 7 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.802532e+13 </td>
 <td style="text-align:right;"> 13 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 84 </td>
 <td style="text-align:right;"> 2068.32 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.5330705 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.989218e+13 </td>
 <td style="text-align:right;"> 39 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 735 </td>
 <td style="text-align:right;"> 24381.37 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.077363e+13 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 23 </td>
 <td style="text-align:right;"> 90 </td>
 <td style="text-align:right;"> 3204.44 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0452754 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.204317e+13 </td>
 <td style="text-align:right;"> 15 </td>
 <td style="text-align:right;"> 15 </td>
 <td style="text-align:right;"> 89 </td>
 <td style="text-align:right;"> 3303.04 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.6425756 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.238550e+13 </td>
 <td style="text-align:right;"> 63 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 524 </td>
 <td style="text-align:right;"> 21992.98 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.291179e+13 </td>
 <td style="text-align:right;"> 45 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 340 </td>
 <td style="text-align:right;"> 13749.61 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.320948e+13 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 288.26 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 4.9277267 </td>
 <td style="text-align:right;"> 4.927727 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.345794e+13 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 76 </td>
 <td style="text-align:right;"> 2124.10 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 1.2680683 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.502553e+13 </td>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 340.95 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 22.0105125 </td>
 <td style="text-align:right;"> 22.010513 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 7 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.681998e+13 </td>
 <td style="text-align:right;"> 43 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 165 </td>
 <td style="text-align:right;"> 5997.26 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.2023653 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 6.374933e+13 </td>
 <td style="text-align:right;"> 47 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 533 </td>
 <td style="text-align:right;"> 18743.56 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -9.00000 </td>
 <td style="text-align:right;"> -64.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.671377e+13 </td>
 <td style="text-align:right;"> 25 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 157 </td>
 <td style="text-align:right;"> 7623.86 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -63.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.039276e+13 </td>
 <td style="text-align:right;"> 14 </td>
 <td style="text-align:right;"> 23 </td>
 <td style="text-align:right;"> 151 </td>
 <td style="text-align:right;"> 5252.74 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0452754 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -63.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.081345e+13 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 121 </td>
 <td style="text-align:right;"> 2638.68 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.3527093 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -10.00000 </td>
 <td style="text-align:right;"> -63.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.378014e+13 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 25 </td>
 <td style="text-align:right;"> 602.49 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 2.3735217 </td>
 <td style="text-align:right;"> 1.971091 </td>
 <td style="text-align:right;"> -11.00000 </td>
 <td style="text-align:right;"> -62.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.718545e+13 </td>
 <td style="text-align:right;"> 28 </td>
 <td style="text-align:right;"> 17 </td>
 <td style="text-align:right;"> 93 </td>
 <td style="text-align:right;"> 3561.44 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.1867608 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -11.00000 </td>
 <td style="text-align:right;"> -62.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.810682e+13 </td>
 <td style="text-align:right;"> 15 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 42 </td>
 <td style="text-align:right;"> 1734.90 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.4980289 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -11.00000 </td>
 <td style="text-align:right;"> -62.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.411522e+13 </td>
 <td style="text-align:right;"> 13 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 100 </td>
 <td style="text-align:right;"> 3303.51 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 1.4016645 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -11.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.864874e+13 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 191.59 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 3.0223390 </td>
 <td style="text-align:right;"> 3.022339 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.402003e+13 </td>
 <td style="text-align:right;"> 40 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 260 </td>
 <td style="text-align:right;"> 10093.89 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0019711 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.838564e+13 </td>
 <td style="text-align:right;"> 13 </td>
 <td style="text-align:right;"> 14 </td>
 <td style="text-align:right;"> 145 </td>
 <td style="text-align:right;"> 3922.30 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.7689275 </td>
 <td style="text-align:right;"> 1.938239 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.074966e+13 </td>
 <td style="text-align:right;"> 27 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 312 </td>
 <td style="text-align:right;"> 10386.54 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.5330705 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.212767e+13 </td>
 <td style="text-align:right;"> 67 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 2398 </td>
 <td style="text-align:right;"> 92378.28 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 6 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.726056e+13 </td>
 <td style="text-align:right;"> 30 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 986 </td>
 <td style="text-align:right;"> 33466.25 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9993776 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 5.741386e+12 </td>
 <td style="text-align:right;"> 42 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 382 </td>
 <td style="text-align:right;"> 14166.84 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.2228062 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.858090e+13 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 54.42 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 22.0000000 </td>
 <td style="text-align:right;"> 22.000000 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 7 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.288459e+13 </td>
 <td style="text-align:right;"> 15 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 75 </td>
 <td style="text-align:right;"> 1877.69 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 2.2043364 </td>
 <td style="text-align:right;"> 2.003942 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.266501e+13 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 48 </td>
 <td style="text-align:right;"> 1170.55 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 2.3324573 </td>
 <td style="text-align:right;"> 1.971091 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.401381e+13 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 73.84 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 20.0000000 </td>
 <td style="text-align:right;"> 20.000000 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 7 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.641182e+13 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 34.00 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 20.0000000 </td>
 <td style="text-align:right;"> 20.000000 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 7 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.677174e+13 </td>
 <td style="text-align:right;"> 13 </td>
 <td style="text-align:right;"> 15 </td>
 <td style="text-align:right;"> 74 </td>
 <td style="text-align:right;"> 1693.23 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.6425756 </td>
 <td style="text-align:right;"> 1.971091 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 3 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.832994e+13 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 21 </td>
 <td style="text-align:right;"> 179 </td>
 <td style="text-align:right;"> 3359.88 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.1498029 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 3 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.937279e+13 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 241.15 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 5.4862024 </td>
 <td style="text-align:right;"> 5.486202 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.051638e+13 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 72 </td>
 <td style="text-align:right;"> 1422.21 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 1.4980289 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.189694e+13 </td>
 <td style="text-align:right;"> 17 </td>
 <td style="text-align:right;"> 21 </td>
 <td style="text-align:right;"> 176 </td>
 <td style="text-align:right;"> 3979.57 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.1498029 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 3 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.292412e+13 </td>
 <td style="text-align:right;"> 17 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 62 </td>
 <td style="text-align:right;"> 2104.05 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0950504 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 3 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.620089e+13 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 154 </td>
 <td style="text-align:right;"> 4358.12 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0548985 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 3 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.957617e+13 </td>
 <td style="text-align:right;"> 38 </td>
 <td style="text-align:right;"> 12 </td>
 <td style="text-align:right;"> 366 </td>
 <td style="text-align:right;"> 17200.40 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0004778 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 3 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 8.404646e+13 </td>
 <td style="text-align:right;"> 47 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 399 </td>
 <td style="text-align:right;"> 17130.02 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9996246 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 8.404646e+13 </td>
 <td style="text-align:right;"> 47 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 421 </td>
 <td style="text-align:right;"> 19537.55 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9990724 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> 3.00000 </td>
 <td style="text-align:right;"> -61.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.060986e+13 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 98 </td>
 <td style="text-align:right;"> 3591.67 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.5330705 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -13.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.738395e+13 </td>
 <td style="text-align:right;"> 12 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 63 </td>
 <td style="text-align:right;"> 2056.56 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 1.0972405 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -13.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 5.869829e+12 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 29 </td>
 <td style="text-align:right;"> 855.84 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 4.0000000 </td>
 <td style="text-align:right;"> 4.000000 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 7.824291e+12 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 38 </td>
 <td style="text-align:right;"> 840.08 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 1.5549715 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.064944e+13 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 12 </td>
 <td style="text-align:right;"> 175 </td>
 <td style="text-align:right;"> 6659.71 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1.1826544 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.173755e+13 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 60 </td>
 <td style="text-align:right;"> 2377.58 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 1.0019711 </td>
 <td style="text-align:right;"> 1.001971 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.232239e+13 </td>
 <td style="text-align:right;"> 17 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 135 </td>
 <td style="text-align:right;"> 3342.65 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 1.2023653 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 1.419969e+13 </td>
 <td style="text-align:right;"> 40 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 274 </td>
 <td style="text-align:right;"> 11526.30 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0950504 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.299793e+13 </td>
 <td style="text-align:right;"> 28 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 653 </td>
 <td style="text-align:right;"> 18849.77 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.2103188 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.536847e+13 </td>
 <td style="text-align:right;"> 53 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 283 </td>
 <td style="text-align:right;"> 10198.44 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 1.0609106 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2.603318e+13 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 327.33 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 4.5088699 </td>
 <td style="text-align:right;"> 4.024310 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.197235e+13 </td>
 <td style="text-align:right;"> 31 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 326 </td>
 <td style="text-align:right;"> 9979.58 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1.2023653 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.325596e+13 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 131.93 </td>
 <td style="text-align:right;"> 14 </td>
 <td style="text-align:right;"> 1.0183968 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.387340e+13 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 26 </td>
 <td style="text-align:right;"> 596.97 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 1.2565703 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.459188e+13 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 27 </td>
 <td style="text-align:right;"> 620.51 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 2.5021901 </td>
 <td style="text-align:right;"> 2.003942 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.574840e+13 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 28 </td>
 <td style="text-align:right;"> 674.95 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 1.8002628 </td>
 <td style="text-align:right;"> 1.971091 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.655212e+13 </td>
 <td style="text-align:right;"> 17 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 138 </td>
 <td style="text-align:right;"> 3586.00 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 2.1271353 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.666553e+13 </td>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 307.48 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 3.7976347 </td>
 <td style="text-align:right;"> 3.022339 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.697827e+13 </td>
 <td style="text-align:right;"> 15 </td>
 <td style="text-align:right;"> 14 </td>
 <td style="text-align:right;"> 69 </td>
 <td style="text-align:right;"> 1817.92 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 1.1523299 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.705631e+13 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 109 </td>
 <td style="text-align:right;"> 3973.48 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.3527093 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.743856e+13 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 45 </td>
 <td style="text-align:right;"> 759.05 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 3.8042050 </td>
 <td style="text-align:right;"> 2.003942 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.751147e+13 </td>
 <td style="text-align:right;"> 30 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 516 </td>
 <td style="text-align:right;"> 14584.63 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0548985 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.753294e+13 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 13 </td>
 <td style="text-align:right;"> 364.50 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 3.0004380 </td>
 <td style="text-align:right;"> 3.515112 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.821370e+13 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 33 </td>
 <td style="text-align:right;"> 681.82 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 1.0074463 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> pequena_rede </td>
 <td style="text-align:right;"> 4 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.831561e+13 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 15 </td>
 <td style="text-align:right;"> 92 </td>
 <td style="text-align:right;"> 2492.32 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.6425756 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.847282e+13 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 19 </td>
 <td style="text-align:right;"> 598.25 </td>
 <td style="text-align:right;"> 10 </td>
 <td style="text-align:right;"> 1.4988502 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.871460e+13 </td>
 <td style="text-align:right;"> 11 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 41 </td>
 <td style="text-align:right;"> 1472.25 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.4673675 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.882156e+13 </td>
 <td style="text-align:right;"> 28 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 152 </td>
 <td style="text-align:right;"> 5439.23 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.3527093 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.931072e+13 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 208 </td>
 <td style="text-align:right;"> 5631.82 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0950504 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3.975921e+13 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 23 </td>
 <td style="text-align:right;"> 158 </td>
 <td style="text-align:right;"> 3921.58 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.0452754 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.012742e+13 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 31 </td>
 <td style="text-align:right;"> 669.18 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 4.4924442 </td>
 <td style="text-align:right;"> 2.020368 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.024147e+13 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 204 </td>
 <td style="text-align:right;"> 5009.53 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.025529e+13 </td>
 <td style="text-align:right;"> 8 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 31 </td>
 <td style="text-align:right;"> 807.71 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 1.5056943 </td>
 <td style="text-align:right;"> 1.511170 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.035109e+13 </td>
 <td style="text-align:right;"> 18 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 199 </td>
 <td style="text-align:right;"> 6097.02 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 0.9998286 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.062200e+13 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 38 </td>
 <td style="text-align:right;"> 972.82 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 2.3324573 </td>
 <td style="text-align:right;"> 1.478318 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 1 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.062799e+13 </td>
 <td style="text-align:right;"> 17 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 142 </td>
 <td style="text-align:right;"> 3394.33 </td>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 1.3337714 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.084548e+13 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 152 </td>
 <td style="text-align:right;"> 4731.01 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.1979851 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.123166e+13 </td>
 <td style="text-align:right;"> 9 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 88 </td>
 <td style="text-align:right;"> 2133.31 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1.1601771 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4.130501e+13 </td>
 <td style="text-align:right;"> 44 </td>
 <td style="text-align:right;"> 21 </td>
 <td style="text-align:right;"> 270 </td>
 <td style="text-align:right;"> 10042.85 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.1005256 </td>
 <td style="text-align:right;"> 1.018397 </td>
 <td style="text-align:right;"> -3.00000 </td>
 <td style="text-align:right;"> -60.000 </td>
 <td style="text-align:left;"> independente </td>
 <td style="text-align:right;"> 2 </td>
 </tr>
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.pull-right[
<div style="border: 1px solid #ddd; padding: 5px; overflow-x: scroll; width:550px; "><table class="table table-striped" style="font-size: 10px; color: black; margin-left: auto; margin-right: auto;">
 <thead>
 <tr>
 <th style="text-align:right;"> Cluster </th>
 <th style="text-align:right;"> Tamanho </th>
 <th style="text-align:right;"> %Tamanho </th>
 <th style="text-align:right;"> Total-Faturado </th>
 <th style="text-align:right;"> %Total_faturado </th>
 <th style="text-align:right;"> Produtos-Distintos </th>
 <th style="text-align:right;"> Qtd-Pedidos </th>
 <th style="text-align:right;"> Produtos/Pedido </th>
 <th style="text-align:right;"> Total-Unidades </th>
 <th style="text-align:right;"> Unidades/Pedido </th>
 <th style="text-align:right;"> Faturado/Pedido </th>
 <th style="text-align:right;"> Recencia </th>
 <th style="text-align:right;"> Tempo/pedido </th>
 </tr>
 </thead>
<tbody>
 <tr>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 9338 </td>
 <td style="text-align:right;"> 12.75 </td>
 <td style="text-align:right;"> 526.75 </td>
 <td style="text-align:right;"> 0.11 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 1.00 </td>
 <td style="text-align:right;"> 16 </td>
 <td style="text-align:right;"> 2.67 </td>
 <td style="text-align:right;"> 87.79 </td>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 2.00 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 31283 </td>
 <td style="text-align:right;"> 42.70 </td>
 <td style="text-align:right;"> 8191.05 </td>
 <td style="text-align:right;"> 1.76 </td>
 <td style="text-align:right;"> 30 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 1.25 </td>
 <td style="text-align:right;"> 206 </td>
 <td style="text-align:right;"> 8.58 </td>
 <td style="text-align:right;"> 341.29 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.00 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 3 </td>
 <td style="text-align:right;"> 14431 </td>
 <td style="text-align:right;"> 19.70 </td>
 <td style="text-align:right;"> 5246.50 </td>
 <td style="text-align:right;"> 1.13 </td>
 <td style="text-align:right;"> 23 </td>
 <td style="text-align:right;"> 22 </td>
 <td style="text-align:right;"> 1.05 </td>
 <td style="text-align:right;"> 151 </td>
 <td style="text-align:right;"> 6.86 </td>
 <td style="text-align:right;"> 238.48 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.05 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 4 </td>
 <td style="text-align:right;"> 9524 </td>
 <td style="text-align:right;"> 13.00 </td>
 <td style="text-align:right;"> 11939.06 </td>
 <td style="text-align:right;"> 2.57 </td>
 <td style="text-align:right;"> 36 </td>
 <td style="text-align:right;"> 23 </td>
 <td style="text-align:right;"> 1.57 </td>
 <td style="text-align:right;"> 300 </td>
 <td style="text-align:right;"> 13.04 </td>
 <td style="text-align:right;"> 519.09 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.00 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 5 </td>
 <td style="text-align:right;"> 387 </td>
 <td style="text-align:right;"> 0.53 </td>
 <td style="text-align:right;"> 373137.85 </td>
 <td style="text-align:right;"> 80.20 </td>
 <td style="text-align:right;"> 115 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 4.79 </td>
 <td style="text-align:right;"> 7529 </td>
 <td style="text-align:right;"> 313.71 </td>
 <td style="text-align:right;"> 15547.41 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.00 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 6 </td>
 <td style="text-align:right;"> 7323 </td>
 <td style="text-align:right;"> 10.00 </td>
 <td style="text-align:right;"> 66158.17 </td>
 <td style="text-align:right;"> 14.22 </td>
 <td style="text-align:right;"> 76 </td>
 <td style="text-align:right;"> 24 </td>
 <td style="text-align:right;"> 3.17 </td>
 <td style="text-align:right;"> 1441 </td>
 <td style="text-align:right;"> 60.04 </td>
 <td style="text-align:right;"> 2756.59 </td>
 <td style="text-align:right;"> 0 </td>
 <td style="text-align:right;"> 1.00 </td>
 </tr>
 <tr>
 <td style="text-align:right;"> 7 </td>
 <td style="text-align:right;"> 974 </td>
 <td style="text-align:right;"> 1.33 </td>
 <td style="text-align:right;"> 63.88 </td>
 <td style="text-align:right;"> 0.01 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1 </td>
 <td style="text-align:right;"> 1.00 </td>
 <td style="text-align:right;"> 2 </td>
 <td style="text-align:right;"> 2.00 </td>
 <td style="text-align:right;"> 63.88 </td>
 <td style="text-align:right;"> 20 </td>
 <td style="text-align:right;"> 20.00 </td>
 </tr>
</tbody>
</table></div>
]
 
]
.panel[.panel-name[Produtos]
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![](presentation_files/figure-html/unnamed-chunk-4-1.png)

]
.pull-right[
![](ean.png)

]

]
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