pietroNotebook.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# RELAZIONE    STATS  &.  PROB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<caption>A data.frame: 10000 × 115</caption>\n",
       "<thead>\n",
       "\t<tr><th></th><th scope=col>anno</th><th scope=col>provincia</th><th scope=col>comune</th><th scope=col>giorno</th><th scope=col>localizzazione_incidente</th><th scope=col>denominazione_della_strada</th><th scope=col>tronco_di_strada_o_autostrada</th><th scope=col>tipo_di_strada</th><th scope=col>pavimentazione</th><th scope=col>intersezione_o_non_interse3</th><th scope=col>⋯</th><th scope=col>morti_femmine_coinvolti_su96</th><th scope=col>feriti_maschi_coinvolti_su97</th><th scope=col>feriti_femmine_coinvolti_s98</th><th scope=col>morti_entro_24_ore</th><th scope=col>morti_entro_30_giorni</th><th scope=col>feriti</th><th scope=col>descrizione_strada</th><th scope=col>Ora</th><th scope=col>ettometrica</th><th scope=col>trimestre</th></tr>\n",
       "\t<tr><th></th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;fct&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>⋯</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;lgl&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;fct&gt;</th><th scope=col>&lt;int&gt;</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><th scope=row>101457</th><td>17</td><td> 15</td><td>146</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>1</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>10</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>77700</th><td>17</td><td> 42</td><td>  2</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>8</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td> 9</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>87972</th><td>17</td><td>  5</td><td> 22</td><td>7</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>18</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>161907</th><td>17</td><td>  9</td><td> 10</td><td>7</td><td>6</td><td>1  </td><td>12</td><td>2</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>16</td><td>850</td><td>3</td></tr>\n",
       "\t<tr><th scope=row>5426</th><td>17</td><td> 91</td><td> 44</td><td>3</td><td>3</td><td>129</td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>19</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>47093</th><td>17</td><td>108</td><td> 24</td><td>7</td><td>6</td><td>36 </td><td>12</td><td>3</td><td>1</td><td>8</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>18</td><td>325</td><td>2</td></tr>\n",
       "\t<tr><th scope=row>75208</th><td>17</td><td> 57</td><td> 59</td><td>7</td><td>1</td><td>0  </td><td>12</td><td>3</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>11</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>93226</th><td>17</td><td> 97</td><td> 16</td><td>2</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>10</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>105449</th><td>17</td><td> 15</td><td>146</td><td>7</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>1</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td> 1</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>141147</th><td>17</td><td> 39</td><td> 14</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>NA</td><td>16</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>125598</th><td>17</td><td> 28</td><td> 78</td><td>7</td><td>6</td><td>53 </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>3</td><td>NA</td><td> 3</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>9747</th><td>17</td><td> 60</td><td> 38</td><td>5</td><td>0</td><td>155</td><td>12</td><td>3</td><td>1</td><td>2</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>19</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>159400</th><td>17</td><td>100</td><td>  5</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>3</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>3</td><td>NA</td><td>20</td><td>   </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>104542</th><td>17</td><td> 15</td><td>146</td><td>5</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>19</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>67067</th><td>17</td><td> 74</td><td>  9</td><td>5</td><td>6</td><td>7  </td><td>12</td><td>2</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>13</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>111907</th><td>17</td><td>108</td><td> 33</td><td>4</td><td>5</td><td>2  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>18</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>132301</th><td>17</td><td> 33</td><td> 32</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>1</td><td>1</td><td>2</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>11</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>4262</th><td>17</td><td> 83</td><td> 93</td><td>2</td><td>5</td><td>17 </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>13</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>165980</th><td>17</td><td> 10</td><td> 25</td><td>4</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>4</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td> 8</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>145998</th><td>17</td><td> 45</td><td> 10</td><td>6</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>11</td><td>   </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>153081</th><td>17</td><td> 48</td><td> 17</td><td>4</td><td>1</td><td>0  </td><td>12</td><td>3</td><td>1</td><td>4</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>18</td><td>   </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>90552</th><td>17</td><td>  4</td><td>210</td><td>5</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>17</td><td>600</td><td>3</td></tr>\n",
       "\t<tr><th scope=row>159945</th><td>17</td><td>100</td><td>  5</td><td>4</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>1</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>17</td><td>   </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>94547</th><td>17</td><td> 12</td><td>123</td><td>3</td><td>3</td><td>336</td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td> 9</td><td>95 </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>33534</th><td>17</td><td> 82</td><td> 53</td><td>1</td><td>1</td><td>113</td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>21</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>60531</th><td>17</td><td> 64</td><td> 54</td><td>4</td><td>7</td><td>A16</td><td>NA</td><td>3</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>10</td><td>150</td><td>3</td></tr>\n",
       "\t<tr><th scope=row>82876</th><td>17</td><td>  1</td><td>265</td><td>6</td><td>4</td><td>0  </td><td>12</td><td>1</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>17</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>111446</th><td>17</td><td> 15</td><td> 96</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>1</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>11</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>24065</th><td>17</td><td> 58</td><td> 91</td><td>4</td><td>1</td><td>0  </td><td>12</td><td>1</td><td>1</td><td>8</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>14</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>49221</th><td>17</td><td> 78</td><td> 10</td><td>6</td><td>5</td><td>53 </td><td>12</td><td>2</td><td>2</td><td>8</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>12</td><td>200</td><td>3</td></tr>\n",
       "\t<tr><th scope=row>⋮</th><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋱</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td><td>⋮</td></tr>\n",
       "\t<tr><th scope=row>103725</th><td>17</td><td> 15</td><td>204</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>1</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>11</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>10700</th><td>17</td><td> 70</td><td> 27</td><td>1</td><td>6</td><td>647</td><td>12</td><td>2</td><td>1</td><td>4</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>20</td><td>900</td><td>1</td></tr>\n",
       "\t<tr><th scope=row>162094</th><td>17</td><td> 10</td><td> 59</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>21</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>20978</th><td>17</td><td> 58</td><td> 91</td><td>5</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>17</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>144197</th><td>17</td><td> 99</td><td> 14</td><td>5</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>16</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>107730</th><td>17</td><td> 15</td><td>146</td><td>2</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>19</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>48357</th><td>17</td><td> 79</td><td> 23</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>20</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>99746</th><td>17</td><td> 18</td><td>110</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>1</td><td>1</td><td>2</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>3</td><td>NA</td><td>10</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>104479</th><td>17</td><td> 15</td><td>146</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>3</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>10</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>35920</th><td>17</td><td> 82</td><td> 53</td><td>5</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>1</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>16</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>105452</th><td>17</td><td> 15</td><td>146</td><td>7</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>4</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>5</td><td>NA</td><td> 5</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>47534</th><td>17</td><td>102</td><td> 27</td><td>3</td><td>5</td><td>522</td><td>12</td><td>2</td><td>1</td><td>8</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>17</td><td>700</td><td>1</td></tr>\n",
       "\t<tr><th scope=row>167792</th><td>17</td><td> 10</td><td> 59</td><td>5</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>16</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>90016</th><td>17</td><td>  1</td><td>183</td><td>2</td><td>5</td><td>125</td><td>12</td><td>2</td><td>1</td><td>1</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>19</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>71124</th><td>17</td><td> 31</td><td>  9</td><td>6</td><td>5</td><td>19 </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>14</td><td>600</td><td>2</td></tr>\n",
       "\t<tr><th scope=row>152814</th><td>17</td><td> 48</td><td> 17</td><td>7</td><td>1</td><td>0  </td><td>12</td><td>3</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td> 6</td><td>   </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>126800</th><td>17</td><td> 23</td><td> 83</td><td>6</td><td>7</td><td>A04</td><td>NA</td><td>3</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>22</td><td>400</td><td>2</td></tr>\n",
       "\t<tr><th scope=row>173545</th><td>17</td><td> 81</td><td>  8</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>19</td><td>   </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>118269</th><td>17</td><td> 25</td><td> 21</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>12</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>133604</th><td>17</td><td> 35</td><td> 37</td><td>6</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>25</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>40348</th><td>17</td><td> 97</td><td> 92</td><td>2</td><td>2</td><td>342</td><td>12</td><td>2</td><td>1</td><td>8</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>18</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>29297</th><td>17</td><td> 88</td><td>  6</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td> 8</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>6826</th><td>17</td><td> 21</td><td> 28</td><td>4</td><td>6</td><td>49 </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>18</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>77770</th><td>17</td><td> 41</td><td> 44</td><td>4</td><td>1</td><td>16 </td><td>12</td><td>1</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>19</td><td>0  </td><td>2</td></tr>\n",
       "\t<tr><th scope=row>57333</th><td>17</td><td> 63</td><td> 53</td><td>1</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>7</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>21</td><td>0  </td><td>1</td></tr>\n",
       "\t<tr><th scope=row>132942</th><td>17</td><td> 34</td><td> 27</td><td>4</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>1</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>13</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>49062</th><td>17</td><td> 80</td><td> 63</td><td>4</td><td>1</td><td>0  </td><td>12</td><td>2</td><td>1</td><td>1</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>17</td><td>0  </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>112607</th><td>17</td><td> 15</td><td>146</td><td>3</td><td>1</td><td>0  </td><td>12</td><td>3</td><td>1</td><td>4</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td> 8</td><td>0  </td><td>4</td></tr>\n",
       "\t<tr><th scope=row>155893</th><td>17</td><td> 49</td><td>  9</td><td>7</td><td>1</td><td>0  </td><td>12</td><td>3</td><td>1</td><td>5</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>NA</td><td>15</td><td>   </td><td>3</td></tr>\n",
       "\t<tr><th scope=row>60540</th><td>17</td><td> 64</td><td> 75</td><td>5</td><td>6</td><td>7  </td><td>12</td><td>3</td><td>1</td><td>1</td><td>⋯</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>2</td><td>NA</td><td>19</td><td>665</td><td>1</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A data.frame: 10000 × 115\n",
       "\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n",
       "  & anno & provincia & comune & giorno & localizzazione\\_incidente & denominazione\\_della\\_strada & tronco\\_di\\_strada\\_o\\_autostrada & tipo\\_di\\_strada & pavimentazione & intersezione\\_o\\_non\\_interse3 & fondo\\_stradale & segnaletica & condizioni\\_meteorologiche & natura\\_incidente & tipo\\_veicolo\\_a & tipo\\_veicoli\\_\\_b\\_ & tipo\\_veicolo\\_\\_c\\_ & veicolo\\_\\_a\\_\\_\\_\\_circostanze\\_10 & veicolo\\_\\_a\\_\\_\\_\\_circostanze\\_11 & veicolo\\_\\_b\\_\\_\\_\\_circostanze\\_13 & veicolo\\_\\_b\\_\\_\\_\\_circostanze\\_14 & veicolo\\_\\_a\\_\\_\\_anno\\_immatric18 & immatricolazione\\_veicolo\\_\\_b\\_ & immatricolazione\\_veicolo\\_\\_c\\_ & veicolo\\_\\_a\\_\\_\\_et\\_\\_conducente & veicolo\\_\\_a\\_\\_\\_sesso\\_conducente & veicolo\\_\\_a\\_\\_\\_esito\\_conducente & veicolo\\_\\_a\\_\\_\\_patente\\_condu29 & veicolo\\_\\_a\\_\\_\\_anno\\_rilascio30 & veicolo\\_\\_a\\_\\_\\_passeggeri\\_an35 & veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger36 & veicolo\\_\\_a\\_\\_\\_sesso\\_passegg37 & veicolo\\_\\_a\\_\\_\\_esito\\_passegg38 & veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger39 & veicolo\\_\\_a\\_\\_\\_sesso\\_passegg40 & veicolo\\_\\_a\\_\\_\\_esito\\_passegg41 & veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger42 & veicolo\\_\\_a\\_\\_\\_sesso\\_passegg43 & veicolo\\_\\_a\\_\\_\\_esito\\_passegg44 & veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger45 & veicolo\\_\\_a\\_\\_\\_sesso\\_passegg46 & veicolo\\_\\_a\\_\\_\\_altri\\_passegg47 & veicolo\\_\\_a\\_\\_\\_altri\\_passegg48 & veicolo\\_\\_a\\_\\_\\_altri\\_passegg49 & veicolo\\_\\_a\\_\\_\\_altri\\_passegg50 & veicolo\\_\\_b\\_\\_\\_et\\_\\_conducente & veicolo\\_\\_b\\_\\_\\_sesso\\_conducente & veicolo\\_\\_b\\_\\_\\_esito\\_conducente & veicolo\\_\\_b\\_\\_\\_patente\\_condu51 & veicolo\\_\\_b\\_\\_\\_anno\\_rilascio52 & veicolo\\_\\_b\\_\\_\\_passeggeri\\_an57 & veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger58 & veicolo\\_\\_b\\_\\_\\_sesso\\_passegg59 & veicolo\\_\\_b\\_\\_\\_esito\\_passegg60 & veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger61 & veicolo\\_\\_b\\_\\_\\_sesso\\_passegg62 & veicolo\\_\\_b\\_\\_\\_esito\\_passegg63 & veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger64 & veicolo\\_\\_b\\_\\_\\_sesso\\_passegg65 & veicolo\\_\\_b\\_\\_\\_esito\\_passegg66 & veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger67 & veicolo\\_\\_b\\_\\_\\_sesso\\_passegg68 & veicolo\\_\\_b\\_\\_\\_altri\\_passegg69 & veicolo\\_\\_b\\_\\_\\_altri\\_passegg70 & veicolo\\_\\_b\\_\\_\\_altri\\_passegg71 & veicolo\\_\\_b\\_\\_\\_altri\\_passegg72 & veicolo\\_\\_c\\_\\_\\_et\\_\\_conducente & veicolo\\_\\_c\\_\\_\\_sesso\\_conducente & veicolo\\_\\_c\\_\\_\\_esito\\_conducente & veicolo\\_\\_c\\_\\_\\_patente\\_condu73 & veicolo\\_\\_c\\_\\_\\_anno\\_rilascio74 & veicolo\\_\\_c\\_\\_\\_passeggeri\\_an79 & veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger80 & veicolo\\_\\_c\\_\\_\\_sesso\\_passegg81 & veicolo\\_\\_c\\_\\_\\_esito\\_passegg82 & veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger83 & veicolo\\_\\_c\\_\\_\\_sesso\\_passegg84 & veicolo\\_\\_c\\_\\_\\_esito\\_passegg85 & veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger86 & veicolo\\_\\_c\\_\\_\\_sesso\\_passegg87 & veicolo\\_\\_c\\_\\_\\_esito\\_passegg88 & veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger89 & veicolo\\_\\_c\\_\\_\\_sesso\\_passegg90 & veicolo\\_\\_c\\_\\_\\_altri\\_passegg91 & veicolo\\_\\_c\\_\\_\\_altri\\_passegg92 & veicolo\\_\\_c\\_\\_\\_altri\\_passegg93 & veicolo\\_\\_c\\_\\_\\_altri\\_passegg94 & pedone\\_morto\\_1\\_\\_sesso & pedone\\_morto\\_1\\_\\_et\\_ & pedone\\_ferito\\_1\\_\\_sesso & pedone\\_ferito\\_1\\_\\_et\\_ & pedone\\_morto\\_2\\_\\_sesso & pedone\\_morto\\_2\\_\\_et\\_ & pedone\\_ferito\\_2\\_\\_sesso & pedone\\_ferito\\_2\\_\\_et\\_ & pedone\\_morto\\_3\\_\\_sesso & pedone\\_morto\\_3\\_\\_et\\_ & pedone\\_ferito\\_3\\_\\_sesso & pedone\\_ferito\\_3\\_\\_et\\_ & pedone\\_morto\\_4\\_\\_sesso & pedone\\_morto\\_4\\_\\_et\\_ & pedone\\_ferito\\_4\\_\\_sesso & pedone\\_ferito\\_4\\_\\_et\\_ & altri\\_veicoli\\_coinvolti & morti\\_maschi\\_coinvolti\\_su\\_95 & morti\\_femmine\\_coinvolti\\_su96 & feriti\\_maschi\\_coinvolti\\_su97 & feriti\\_femmine\\_coinvolti\\_s98 & morti\\_entro\\_24\\_ore & morti\\_entro\\_30\\_giorni & feriti & descrizione\\_strada & Ora & ettometrica & trimestre\\\\\n",
       "  & <int> & <int> & <int> & <int> & <int> & <fct> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <fct> & <fct> & <fct> & <fct> & <int> & <int> & <int> & <fct> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <int> & <int> & <int> & <fct> & <int> & <int> & <int> & <fct> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <int> & <int> & <int> & <fct> & <int> & <int> & <int> & <fct> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <fct> & <int> & <int> & <int> & <int> & <int> & <int> & <fct> & <int> & <fct> & <int> & <fct> & <int> & <fct> & <lgl> & <lgl> & <int> & <fct> & <lgl> & <lgl> & <int> & <fct> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <int> & <lgl> & <int> & <fct> & <int>\\\\\n",
       "\\hline\n",
       "\t101457 & 17 &  15 & 146 & 1 & 1 & 0   & 12 & 1 & 1 & 7 & 1 & 4 & 1 &  6 &  1 &  1 & NA & 60 & NA & 62 & NA & (1987,1997{]} & (1997,2007{]} &             & 45-54 &  1 &  1 &  2 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 65+   &  1 &  2 &  2 & (1977,1987{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 10 & 0   & 2\\\\\n",
       "\t77700 & 17 &  42 &   2 & 3 & 1 & 0   & 12 & 2 & 1 & 8 & 1 & 2 & 1 &  2 &  1 &  1 & NA & 20 & NA & 25 & NA & 2012        & (1997,2007{]} &             & 55-64 &  2 &  2 &  2 & (1977,1987{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & (1997,2007{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA &  9 & 0   & 2\\\\\n",
       "\t87972 & 17 &   5 &  22 & 7 & 1 & 0   & 12 & 2 & 1 & 3 & 1 & 4 & 1 &  3 &  1 & 17 & NA & 15 & NA &  1 & NA & 2009        & 2012        &             & 18-29 &  2 &  1 &  2 & 2015        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  1 &  2 &  2 & 2017        &  2 & 55-64 &  4 & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 18 & 0   & 3\\\\\n",
       "\t161907 & 17 &   9 &  10 & 7 & 6 & 1   & 12 & 2 & 1 & 3 & 1 & 4 & 1 &  2 &  1 & 17 & NA & 17 & NA &  1 & NA & 2013        & (1997,2007{]} &             & 18-29 &  1 &  1 &  9 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  2 &  0 & 2014        & NA &       & NA &  2 & 18-29  &  4 & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 16 & 850 & 3\\\\\n",
       "\t5426 & 17 &  91 &  44 & 3 & 3 & 129 & 12 & 2 & 1 & 7 & 2 & 4 & 3 &  5 &  1 & NA & NA & 49 & NA & 53 & NA & (1997,2007{]} &             &             & 55-64 &  1 &  1 &  2 & 2014        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       &  4 & 18-29  & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 19 & 0   & 4\\\\\n",
       "\t47093 & 17 & 108 &  24 & 7 & 6 & 36  & 12 & 3 & 1 & 8 & 1 & 4 & 1 & 10 & 16 & NA & NA & 72 & NA & 73 & NA & (1997,2007{]} &             &             & 55-64 &  1 &  2 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 18 & 325 & 2\\\\\n",
       "\t75208 & 17 &  57 &  59 & 7 & 1 & 0   & 12 & 3 & 1 & 7 & 1 & 4 & 1 &  5 &  1 & NA & NA & 45 & NA & 55 & NA & (1997,2007{]} &             &             & 45-54 &  1 &  1 &  2 & (1977,1987{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       &  3 & 30-44  & NA &       &  3 & 0-5   & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 11 & 0   & 2\\\\\n",
       "\t93226 & 17 &  97 &  16 & 2 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 4 & 1 &  4 &  1 &  1 & NA & 21 & NA & 20 & NA & (1997,2007{]} & 2011        &             & 65+   &  1 &  1 &  1 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 65+   &  1 &  2 &  2 & <1978       &  2 & 18-29 &  4 & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 10 & 0   & 1\\\\\n",
       "\t105449 & 17 &  15 & 146 & 7 & 1 & 0   & 12 & 2 & 1 & 1 & 2 & 4 & 3 &  2 & 20 & 17 & NA &  3 & NA &  1 & NA &             & (1997,2007{]} &             &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 55-64 &  1 &  1 &  2 & 2010        & NA &       & NA &  2 & 18-29  &  3 & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA &  1 & 0   & 3\\\\\n",
       "\t141147 & 17 &  39 &  14 & 1 & 1 & 0   & 12 & 2 & 1 & 3 & 1 & 4 & 1 &  2 & 16 &  8 & NA &  1 & NA &  4 & NA & 2013        & 2016        &             & 45-54 &  1 &  3 &  1 & (1977,1987{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 65+   &  1 &  1 &  1 & 2016        & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & NA & 16 & 0   & 3\\\\\n",
       "\t125598 & 17 &  28 &  78 & 7 & 6 & 53  & 12 & 2 & 1 & 7 & 1 & 2 & 1 &  4 &  1 &  1 &  1 & 23 & NA & 35 & NA & (1997,2007{]} & (1997,2007{]} & (1997,2007{]} & 18-29 &  1 &  2 &  2 & 2015        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  1 &  2 &  2 & (1997,2007{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & 2015        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 3 & NA &  3 & 0   & 3\\\\\n",
       "\t9747 & 17 &  60 &  38 & 5 & 0 & 155 & 12 & 3 & 1 & 2 & 1 & 4 & 1 &  5 &  1 & NA & NA & 49 & NA & 53 & NA &             &             &             & 45-54 &  1 &  1 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       &  4 & 45-54  & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 19 & 0   & 3\\\\\n",
       "\t159400 & 17 & 100 &   5 & 3 & 1 & 0   & 12 & 3 & 1 & 7 & 1 & 4 & 1 &  4 &  1 &  1 &  1 & 22 & NA & 20 & NA & 2009        & (1997,2007{]} & 2015        & 55-64 &  1 &  1 &  2 & (1997,2007{]} &  2 & 55-64 &  4 & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  2 &  2 & 2016        &  2 & 18-29 &  3 & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  1 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 3 & NA & 20 &     & 1\\\\\n",
       "\t104542 & 17 &  15 & 146 & 5 & 1 & 0   & 12 & 2 & 1 & 3 & 1 & 4 & 1 &  2 & 17 &  1 & NA &  0 & NA &  0 & NA & 2014        &             &             & 30-44 &  1 &  2 &  2 & (1997,2007{]} & NA &       & NA &  2 & 30-44 &  4 & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  2 &  1 &  2 & 2016        & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 19 & 0   & 4\\\\\n",
       "\t67067 & 17 &  74 &   9 & 5 & 6 & 7   & 12 & 2 & 1 & 3 & 1 & 2 & 1 &  1 &  1 &  8 & NA &  1 & NA &  6 & NA &             &             &             & 30-44 &  2 &  2 &  2 & (1997,2007{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  1 &  2 & (1997,2007{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 13 & 0   & 2\\\\\n",
       "\t111907 & 17 & 108 &  33 & 4 & 5 & 2   & 12 & 2 & 1 & 7 & 2 & 4 & 5 &  2 &  1 &  1 & NA & 36 & NA & 20 & NA & (1987,1997{]} & (1997,2007{]} &             & 18-29 &  1 &  1 &  2 & 2014        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  1 &  1 &  2 & (1977,1987{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       &  4 & 18-29  & NA &       &  4 & 18-29 & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 18 & 0   & 1\\\\\n",
       "\t132301 & 17 &  33 &  32 & 3 & 1 & 0   & 12 & 1 & 1 & 2 & 1 & 4 & 1 &  2 &  1 & 16 & NA &  6 & NA &  1 & NA & (1997,2007{]} & 2008        &             & 65+   &  2 &  1 &  2 & 2014        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & 2016        & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 11 & 0   & 1\\\\\n",
       "\t4262 & 17 &  83 &  93 & 2 & 5 & 17  & 12 & 2 & 1 & 7 & 1 & 1 & 1 & 10 &  1 & NA & NA & 71 & NA & 75 & NA & (1987,1997{]} &             &             & 18-29 &  1 &  2 &  2 & 2013        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 13 & 0   & 2\\\\\n",
       "\t165980 & 17 &  10 &  25 & 4 & 1 & 0   & 12 & 2 & 1 & 4 & 1 & 4 & 1 &  2 &  1 & 17 & NA &  4 & NA &  1 & NA & (1997,2007{]} & 2014        &             & 55-64 &  2 &  1 &  2 & 2012        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  2 &  2 &  2 & (1977,1987{]} & NA &       & NA &  2 & Oct-14 &  4 & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA &  8 & 0   & 3\\\\\n",
       "\t145998 & 17 &  45 &  10 & 6 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 4 & 7 &  6 &  1 & 14 & NA & 61 & NA & 61 & NA & 2012        &             &             & n.i.  &  1 &  1 & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  1 &  2 &  7 &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 11 &     & 2\\\\\n",
       "\t153081 & 17 &  48 &  17 & 4 & 1 & 0   & 12 & 3 & 1 & 4 & 1 & 4 & 1 &  1 &  1 & 16 & NA &  0 & NA &  0 & NA & 2008        & 2009        &             & 30-44 &  1 &  1 &  2 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  2 &  2 &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 18 &     & 3\\\\\n",
       "\t90552 & 17 &   4 & 210 & 5 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 3 & 1 &  5 &  1 & NA & NA & 40 & NA & 44 & NA & (1997,2007{]} &             &             & 18-29 &  1 &  1 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       &  3 & 06-Sep & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 17 & 600 & 3\\\\\n",
       "\t159945 & 17 & 100 &   5 & 4 & 1 & 0   & 12 & 2 & 1 & 1 & 1 & 4 & 1 &  2 &  1 & 16 & NA &  5 & NA &  1 & NA &             &             &             & 45-54 &  1 &  1 &  2 & 2014        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & 2014        & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 17 &     & 3\\\\\n",
       "\t94547 & 17 &  12 & 123 & 3 & 3 & 336 & 12 & 2 & 1 & 7 & 2 & 4 & 7 &  2 &  1 &  1 & NA & 21 & NA & 20 & NA & 2015        & 2008        &             & 45-54 &  1 &  2 &  2 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  2 &  2 &  2 & (1987,1997{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA &  9 & 95  & 2\\\\\n",
       "\t33534 & 17 &  82 &  53 & 1 & 1 & 113 & 12 & 2 & 1 & 7 & 1 & 4 & 1 &  6 &  1 &  1 &  1 & 64 & NA & 61 & NA & 2008        & 2009        & (1987,1997{]} & 30-44 &  2 &  2 &  2 & (1997,2007{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  1 &  2 & (1997,2007{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 55-64 &  1 &  1 &  2 & (1997,2007{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 21 & 0   & 3\\\\\n",
       "\t60531 & 17 &  64 &  54 & 4 & 7 & A16 & NA & 3 & 1 & 7 & 1 & 4 & 1 & 10 &  1 & NA & NA & 72 & NA & 75 & NA &             &             &             & 30-44 &  2 &  2 &  2 & (1997,2007{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 10 & 150 & 3\\\\\n",
       "\t82876 & 17 &   1 & 265 & 6 & 4 & 0   & 12 & 1 & 1 & 7 & 2 & 3 & 3 &  2 &  1 &  1 & NA & 20 & NA & 23 & NA & 2017        & 2011        &             & 30-44 &  1 &  1 &  2 & 2009        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  2 &  2 & 2013        & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 17 & 0   & 2\\\\\n",
       "\t111446 & 17 &  15 &  96 & 1 & 1 & 0   & 12 & 1 & 1 & 7 & 2 & 4 & 3 &  4 &  1 &  1 & NA & 21 & NA & 20 & NA & (1997,2007{]} & (1997,2007{]} &             & 45-54 &  2 &  1 &  2 & 2011        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  2 &  2 &  2 & (1997,2007{]} & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 11 & 0   & 4\\\\\n",
       "\t24065 & 17 &  58 &  91 & 4 & 1 & 0   & 12 & 1 & 1 & 8 & 1 & 4 & 1 &  2 &  1 & 16 & NA &  0 & NA &  0 & NA & 2016        & 2009        &             & 45-54 &  2 &  1 &  2 & (1977,1987{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  1 &  2 &  2 & 2012        & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 14 & 0   & 3\\\\\n",
       "\t49221 & 17 &  78 &  10 & 6 & 5 & 53  & 12 & 2 & 2 & 8 & 1 & 4 & 1 & 10 & 17 & NA & NA & 72 & NA & 75 & NA & 2009        &             &             & 55-64 &  1 &  2 &  1 & 2015        & NA &       & NA &  2 & 30-44 &  4 & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &        & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &        & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 12 & 200 & 3\\\\\n",
       "\t⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n",
       "\t103725 & 17 &  15 & 204 & 1 & 1 & 0   & 12 & 1 & 1 & 3 & 1 & 2 & 1 &  2 & 14 &  1 & NA &  1 & NA &  5 & NA &             & (1997,2007{]} &             & 65+   & 2 & 2 & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  1 &  2 & 2009        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 11 & 0   & 1\\\\\n",
       "\t10700 & 17 &  70 &  27 & 1 & 6 & 647 & 12 & 2 & 1 & 4 & 1 & 4 & 1 &  4 &  1 &  1 & NA &  3 & NA &  1 & NA &             &             &             & 30-44 & 1 & 1 &  2 & 2008        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  2 &  2 & 2016        &  2 & 18-29 &  3 & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 20 & 900 & 1\\\\\n",
       "\t162094 & 17 &  10 &  59 & 1 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 4 & 1 &  5 &  1 & NA & NA & 44 & NA & 41 & NA & 2011        &             &             & 45-54 & 1 & 1 &  2 & (1997,2007{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       &  4 & 65+   & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 21 & 0   & 3\\\\\n",
       "\t20978 & 17 &  58 &  91 & 5 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 1 & 1 &  7 &  1 & NA & NA & 64 & NA & 61 & NA & (1997,2007{]} &             &             & 55-64 & 1 & 2 &  2 & 2014        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 17 & 0   & 2\\\\\n",
       "\t144197 & 17 &  99 &  14 & 5 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 3 & 7 &  2 &  1 & 14 & NA & 20 & NA & 35 & NA & 2009        &             &             & 45-54 & 2 & 1 &  2 & (1977,1987{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  2 &  2 & NA & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 16 & 0   & 1\\\\\n",
       "\t107730 & 17 &  15 & 146 & 2 & 1 & 0   & 12 & 2 & 1 & 3 & 1 & 4 & 1 &  5 &  1 & NA & NA & 45 & NA & 51 & NA & 2011        &             &             & 45-54 & 1 & 1 &  2 & 2011        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       &  4 & 18-29 & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 19 & 0   & 4\\\\\n",
       "\t48357 & 17 &  79 &  23 & 3 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 1 & 1 &  3 &  1 &  1 & NA & 20 & NA & 36 & NA & (1997,2007{]} & (1987,1997{]} &             & 30-44 & 1 & 1 &  9 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  2 &  2 &  2 & 2012        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 20 & 0   & 2\\\\\n",
       "\t99746 & 17 &  18 & 110 & 1 & 1 & 0   & 12 & 1 & 1 & 2 & 1 & 4 & 1 &  4 &  1 &  1 &  1 &  3 & NA &  1 & NA & 2008        & (1997,2007{]} & 2014        & 45-54 & 2 & 1 &  2 & 2009        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  2 &  2 &  2 & 2017        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 55-64 &  2 &  2 &  2 & (1977,1987{]} &  2 & 65+   &  4 & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 3 & NA & 10 & 0   & 2\\\\\n",
       "\t104479 & 17 &  15 & 146 & 3 & 1 & 0   & 12 & 2 & 1 & 3 & 1 & 4 & 1 &  6 &  1 & 15 & NA & 64 & NA & 61 & NA & 2011        & 2008        &             & 30-44 & 1 & 1 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & 2013        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 10 & 0   & 4\\\\\n",
       "\t35920 & 17 &  82 &  53 & 5 & 1 & 0   & 12 & 2 & 1 & 1 & 1 & 4 & 1 &  2 &  1 & 16 & NA &  5 & NA &  1 & NA & 2009        & (1997,2007{]} &             & 45-54 & 2 & 1 &  2 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  1 &  2 &  2 & 2015        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 16 & 0   & 4\\\\\n",
       "\t105452 & 17 &  15 & 146 & 7 & 1 & 0   & 12 & 2 & 1 & 4 & 2 & 4 & 3 &  3 &  8 &  1 & NA &  1 & NA &  6 & NA &             &             &             & 30-44 & 2 & 2 &  2 & (1997,2007{]} &  2 & 30-44 &  3 &  2 & n.i.  &  3 & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & (1997,2007{]} &  2 & 30-44 &  4 & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 5 & NA &  5 & 0   & 3\\\\\n",
       "\t47534 & 17 & 102 &  27 & 3 & 5 & 522 & 12 & 2 & 1 & 8 & 2 & 1 & 1 &  1 &  1 &  1 & NA & 20 & NA & 21 & NA & 2016        & (1987,1997{]} &             & 45-54 & 1 & 2 &  2 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 15-17 &  1 &  2 &  9 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 17 & 700 & 1\\\\\n",
       "\t167792 & 17 &  10 &  59 & 5 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 2 & 1 &  4 &  1 & 16 & NA & 21 & NA & 20 & NA &             &             &             & 18-29 & 2 & 1 &  2 & 2013        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  2 &  2 &  2 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 16 & 0   & 4\\\\\n",
       "\t90016 & 17 &   1 & 183 & 2 & 5 & 125 & 12 & 2 & 1 & 1 & 1 & 4 & 1 &  4 & 14 & 20 & NA &  1 & NA &  2 & NA &             &             &             & 45-54 & 1 & 2 &  7 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 19 & 0   & 1\\\\\n",
       "\t71124 & 17 &  31 &   9 & 6 & 5 & 19  & 12 & 2 & 1 & 7 & 1 & 4 & 1 &  2 &  1 & 16 & NA & 35 & NA & 20 & NA & 2013        & (1997,2007{]} &             & 30-44 & 1 & 1 &  2 & 2013        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & (1997,2007{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 14 & 600 & 2\\\\\n",
       "\t152814 & 17 &  48 &  17 & 7 & 1 & 0   & 12 & 3 & 1 & 7 & 1 & 4 & 1 &  8 &  1 & NA & NA & 61 & NA & 60 & NA & 2010        &             &             & 18-29 & 1 & 2 &  2 & 2014        &  2 & 18-29 &  3 & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA &  6 &     & 3\\\\\n",
       "\t126800 & 17 &  23 &  83 & 6 & 7 & A04 & NA & 3 & 1 & 7 & 1 & 4 & 1 & 10 &  1 & NA & NA & 71 & NA & 73 & NA & (1997,2007{]} &             &             & 30-44 & 1 & 2 &  2 & 2014        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 22 & 400 & 2\\\\\n",
       "\t173545 & 17 &  81 &   8 & 1 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 2 & 1 & 10 & 16 & NA & NA & 71 & NA & 70 & NA &             &             &             & 30-44 & 1 & 2 &  3 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 19 &     & 3\\\\\n",
       "\t118269 & 17 &  25 &  21 & 3 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 4 & 1 &  2 &  1 &  1 & NA & 20 & NA & 25 & NA & 2014        & (1997,2007{]} &             & 55-64 & 1 & 2 &  2 & <1978       & NA &       & NA &  2 & 55-64 &  4 & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  2 &  1 &  2 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 12 & 0   & 2\\\\\n",
       "\t133604 & 17 &  35 &  37 & 6 & 1 & 0   & 12 & 2 & 1 & 7 & 2 & 3 & 3 & 10 &  1 & NA & NA & 71 & NA & 75 & NA & 2010        &             &             & 65+   & 1 & 2 &  2 & (1977,1987{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 25 & 0   & 2\\\\\n",
       "\t40348 & 17 &  97 &  92 & 2 & 2 & 342 & 12 & 2 & 1 & 8 & 1 & 4 & 1 &  8 &  1 & NA & NA & 60 & NA & 60 & NA & 2009        &             &             & 65+   & 1 & 2 &  2 & 2015        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 18 & 0   & 2\\\\\n",
       "\t29297 & 17 &  88 &   6 & 3 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 3 & 7 & 10 &  1 & NA & NA & 72 & NA & 70 & NA &             &             &             & 18-29 & 1 & 2 &  2 & 2013        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA &  8 & 0   & 1\\\\\n",
       "\t6826 & 17 &  21 &  28 & 4 & 6 & 49  & 12 & 2 & 1 & 7 & 1 & 3 & 1 &  4 &  1 & 16 & NA & 36 & NA & 33 & NA & 2015        & 2008        &             & 30-44 & 1 & 1 &  2 & 2017        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 30-44 &  1 &  2 &  2 & 2015        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 18 & 0   & 4\\\\\n",
       "\t77770 & 17 &  41 &  44 & 4 & 1 & 16  & 12 & 1 & 1 & 7 & 1 & 4 & 1 &  6 & 16 & 15 & NA & 61 & NA & 62 & NA & (1997,2007{]} & 2011        &             & 45-54 & 1 & 2 &  3 & 2015        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  2 &  1 &  2 & 2014        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 19 & 0   & 2\\\\\n",
       "\t57333 & 17 &  63 &  53 & 1 & 1 & 0   & 12 & 2 & 1 & 7 & 1 & 4 & 1 &  1 & 15 & 16 & NA & 35 & NA & 20 & NA & (1967,1977{]} & (1997,2007{]} &             & 15-17 & 1 & 2 &  0 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  1 &  9 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 21 & 0   & 1\\\\\n",
       "\t132942 & 17 &  34 &  27 & 4 & 1 & 0   & 12 & 2 & 1 & 1 & 1 & 4 & 1 &  2 &  1 & 15 & NA &  6 & NA &  1 & NA & 2015        &             &             & 18-29 & 1 & 1 &  2 & 2017        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 55-64 &  2 &  2 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 13 & 0   & 4\\\\\n",
       "\t49062 & 17 &  80 &  63 & 4 & 1 & 0   & 12 & 2 & 1 & 1 & 1 & 2 & 1 &  2 &  1 &  1 & NA &  5 & NA &  1 & NA & 2010        & (1997,2007{]} &             & 30-44 & 2 & 1 &  2 &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  2 &  2 &  2 &             &  2 & 30-44 &  4 & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 17 & 0   & 3\\\\\n",
       "\t112607 & 17 &  15 & 146 & 3 & 1 & 0   & 12 & 3 & 1 & 4 & 1 & 4 & 1 &  2 &  1 & 16 & NA & 17 & NA &  1 & NA & 2016        & 2008        &             & 30-44 & 1 & 1 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 18-29 &  1 &  2 &  2 & 2017        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA &  8 & 0   & 4\\\\\n",
       "\t155893 & 17 &  49 &   9 & 7 & 1 & 0   & 12 & 3 & 1 & 5 & 1 & 1 & 1 &  2 &  1 & 16 & NA &  0 & NA &  0 & NA & 2008        & (1997,2007{]} &             & 65+   & 1 & 1 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 65+   &  1 &  2 &  2 & 2016        & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & NA & 15 &     & 3\\\\\n",
       "\t60540 & 17 &  64 &  75 & 5 & 6 & 7   & 12 & 3 & 1 & 1 & 2 & 4 & 3 &  2 &  1 &  1 & NA & 11 & NA & 11 & NA & 2016        & (1997,2007{]} &             & 18-29 & 1 & 2 & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & 45-54 &  2 &  2 &  2 & (1987,1997{]} & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 &       & NA & NA & NA &             & NA &       & NA & NA &       & NA & NA &       & NA & NA &       & NA & 0 & 0 & 0 & 0 & NA &       & NA &       & NA &       & NA &       & NA & NA & NA &       & NA & NA & NA &       & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 2 & NA & 19 & 665 & 1\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A data.frame: 10000 × 115\n",
       "\n",
       "| <!--/--> | anno &lt;int&gt; | provincia &lt;int&gt; | comune &lt;int&gt; | giorno &lt;int&gt; | localizzazione_incidente &lt;int&gt; | denominazione_della_strada &lt;fct&gt; | tronco_di_strada_o_autostrada &lt;int&gt; | tipo_di_strada &lt;int&gt; | pavimentazione &lt;int&gt; | intersezione_o_non_interse3 &lt;int&gt; | ⋯ ⋯ | morti_femmine_coinvolti_su96 &lt;int&gt; | feriti_maschi_coinvolti_su97 &lt;int&gt; | feriti_femmine_coinvolti_s98 &lt;int&gt; | morti_entro_24_ore &lt;int&gt; | morti_entro_30_giorni &lt;int&gt; | feriti &lt;int&gt; | descrizione_strada &lt;lgl&gt; | Ora &lt;int&gt; | ettometrica &lt;fct&gt; | trimestre &lt;int&gt; |\n",
       "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
       "| 101457 | 17 |  15 | 146 | 1 | 1 | 0   | 12 | 1 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 10 | 0   | 2 |\n",
       "| 77700 | 17 |  42 |   2 | 3 | 1 | 0   | 12 | 2 | 1 | 8 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA |  9 | 0   | 2 |\n",
       "| 87972 | 17 |   5 |  22 | 7 | 1 | 0   | 12 | 2 | 1 | 3 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 18 | 0   | 3 |\n",
       "| 161907 | 17 |   9 |  10 | 7 | 6 | 1   | 12 | 2 | 1 | 3 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 16 | 850 | 3 |\n",
       "| 5426 | 17 |  91 |  44 | 3 | 3 | 129 | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 19 | 0   | 4 |\n",
       "| 47093 | 17 | 108 |  24 | 7 | 6 | 36  | 12 | 3 | 1 | 8 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 18 | 325 | 2 |\n",
       "| 75208 | 17 |  57 |  59 | 7 | 1 | 0   | 12 | 3 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 11 | 0   | 2 |\n",
       "| 93226 | 17 |  97 |  16 | 2 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 10 | 0   | 1 |\n",
       "| 105449 | 17 |  15 | 146 | 7 | 1 | 0   | 12 | 2 | 1 | 1 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA |  1 | 0   | 3 |\n",
       "| 141147 | 17 |  39 |  14 | 1 | 1 | 0   | 12 | 2 | 1 | 3 | ⋯ | 0 | 0 | 0 | 1 | 0 | 0 | NA | 16 | 0   | 3 |\n",
       "| 125598 | 17 |  28 |  78 | 7 | 6 | 53  | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 3 | NA |  3 | 0   | 3 |\n",
       "| 9747 | 17 |  60 |  38 | 5 | 0 | 155 | 12 | 3 | 1 | 2 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 19 | 0   | 3 |\n",
       "| 159400 | 17 | 100 |   5 | 3 | 1 | 0   | 12 | 3 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 3 | NA | 20 | <!----> | 1 |\n",
       "| 104542 | 17 |  15 | 146 | 5 | 1 | 0   | 12 | 2 | 1 | 3 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 19 | 0   | 4 |\n",
       "| 67067 | 17 |  74 |   9 | 5 | 6 | 7   | 12 | 2 | 1 | 3 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 13 | 0   | 2 |\n",
       "| 111907 | 17 | 108 |  33 | 4 | 5 | 2   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 18 | 0   | 1 |\n",
       "| 132301 | 17 |  33 |  32 | 3 | 1 | 0   | 12 | 1 | 1 | 2 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 11 | 0   | 1 |\n",
       "| 4262 | 17 |  83 |  93 | 2 | 5 | 17  | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 13 | 0   | 2 |\n",
       "| 165980 | 17 |  10 |  25 | 4 | 1 | 0   | 12 | 2 | 1 | 4 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA |  8 | 0   | 3 |\n",
       "| 145998 | 17 |  45 |  10 | 6 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 11 | <!----> | 2 |\n",
       "| 153081 | 17 |  48 |  17 | 4 | 1 | 0   | 12 | 3 | 1 | 4 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 18 | <!----> | 3 |\n",
       "| 90552 | 17 |   4 | 210 | 5 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 17 | 600 | 3 |\n",
       "| 159945 | 17 | 100 |   5 | 4 | 1 | 0   | 12 | 2 | 1 | 1 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 17 | <!----> | 3 |\n",
       "| 94547 | 17 |  12 | 123 | 3 | 3 | 336 | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA |  9 | 95  | 2 |\n",
       "| 33534 | 17 |  82 |  53 | 1 | 1 | 113 | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 21 | 0   | 3 |\n",
       "| 60531 | 17 |  64 |  54 | 4 | 7 | A16 | NA | 3 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 10 | 150 | 3 |\n",
       "| 82876 | 17 |   1 | 265 | 6 | 4 | 0   | 12 | 1 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 17 | 0   | 2 |\n",
       "| 111446 | 17 |  15 |  96 | 1 | 1 | 0   | 12 | 1 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 11 | 0   | 4 |\n",
       "| 24065 | 17 |  58 |  91 | 4 | 1 | 0   | 12 | 1 | 1 | 8 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 14 | 0   | 3 |\n",
       "| 49221 | 17 |  78 |  10 | 6 | 5 | 53  | 12 | 2 | 2 | 8 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 12 | 200 | 3 |\n",
       "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n",
       "| 103725 | 17 |  15 | 204 | 1 | 1 | 0   | 12 | 1 | 1 | 3 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 11 | 0   | 1 |\n",
       "| 10700 | 17 |  70 |  27 | 1 | 6 | 647 | 12 | 2 | 1 | 4 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 20 | 900 | 1 |\n",
       "| 162094 | 17 |  10 |  59 | 1 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 21 | 0   | 3 |\n",
       "| 20978 | 17 |  58 |  91 | 5 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 17 | 0   | 2 |\n",
       "| 144197 | 17 |  99 |  14 | 5 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 16 | 0   | 1 |\n",
       "| 107730 | 17 |  15 | 146 | 2 | 1 | 0   | 12 | 2 | 1 | 3 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 19 | 0   | 4 |\n",
       "| 48357 | 17 |  79 |  23 | 3 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 20 | 0   | 2 |\n",
       "| 99746 | 17 |  18 | 110 | 1 | 1 | 0   | 12 | 1 | 1 | 2 | ⋯ | 0 | 0 | 0 | 0 | 0 | 3 | NA | 10 | 0   | 2 |\n",
       "| 104479 | 17 |  15 | 146 | 3 | 1 | 0   | 12 | 2 | 1 | 3 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 10 | 0   | 4 |\n",
       "| 35920 | 17 |  82 |  53 | 5 | 1 | 0   | 12 | 2 | 1 | 1 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 16 | 0   | 4 |\n",
       "| 105452 | 17 |  15 | 146 | 7 | 1 | 0   | 12 | 2 | 1 | 4 | ⋯ | 0 | 0 | 0 | 0 | 0 | 5 | NA |  5 | 0   | 3 |\n",
       "| 47534 | 17 | 102 |  27 | 3 | 5 | 522 | 12 | 2 | 1 | 8 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 17 | 700 | 1 |\n",
       "| 167792 | 17 |  10 |  59 | 5 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 16 | 0   | 4 |\n",
       "| 90016 | 17 |   1 | 183 | 2 | 5 | 125 | 12 | 2 | 1 | 1 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 19 | 0   | 1 |\n",
       "| 71124 | 17 |  31 |   9 | 6 | 5 | 19  | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 14 | 600 | 2 |\n",
       "| 152814 | 17 |  48 |  17 | 7 | 1 | 0   | 12 | 3 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA |  6 | <!----> | 3 |\n",
       "| 126800 | 17 |  23 |  83 | 6 | 7 | A04 | NA | 3 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 22 | 400 | 2 |\n",
       "| 173545 | 17 |  81 |   8 | 1 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 19 | <!----> | 3 |\n",
       "| 118269 | 17 |  25 |  21 | 3 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 12 | 0   | 2 |\n",
       "| 133604 | 17 |  35 |  37 | 6 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 25 | 0   | 2 |\n",
       "| 40348 | 17 |  97 |  92 | 2 | 2 | 342 | 12 | 2 | 1 | 8 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 18 | 0   | 2 |\n",
       "| 29297 | 17 |  88 |   6 | 3 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA |  8 | 0   | 1 |\n",
       "| 6826 | 17 |  21 |  28 | 4 | 6 | 49  | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 18 | 0   | 4 |\n",
       "| 77770 | 17 |  41 |  44 | 4 | 1 | 16  | 12 | 1 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 19 | 0   | 2 |\n",
       "| 57333 | 17 |  63 |  53 | 1 | 1 | 0   | 12 | 2 | 1 | 7 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 21 | 0   | 1 |\n",
       "| 132942 | 17 |  34 |  27 | 4 | 1 | 0   | 12 | 2 | 1 | 1 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 13 | 0   | 4 |\n",
       "| 49062 | 17 |  80 |  63 | 4 | 1 | 0   | 12 | 2 | 1 | 1 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 17 | 0   | 3 |\n",
       "| 112607 | 17 |  15 | 146 | 3 | 1 | 0   | 12 | 3 | 1 | 4 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA |  8 | 0   | 4 |\n",
       "| 155893 | 17 |  49 |   9 | 7 | 1 | 0   | 12 | 3 | 1 | 5 | ⋯ | 0 | 0 | 0 | 0 | 0 | 1 | NA | 15 | <!----> | 3 |\n",
       "| 60540 | 17 |  64 |  75 | 5 | 6 | 7   | 12 | 3 | 1 | 1 | ⋯ | 0 | 0 | 0 | 0 | 0 | 2 | NA | 19 | 665 | 1 |\n",
       "\n"
      ],
      "text/plain": [
       "       anno provincia comune giorno localizzazione_incidente\n",
       "101457 17    15       146    1      1                       \n",
       "77700  17    42         2    3      1                       \n",
       "87972  17     5        22    7      1                       \n",
       "161907 17     9        10    7      6                       \n",
       "5426   17    91        44    3      3                       \n",
       "47093  17   108        24    7      6                       \n",
       "75208  17    57        59    7      1                       \n",
       "93226  17    97        16    2      1                       \n",
       "105449 17    15       146    7      1                       \n",
       "141147 17    39        14    1      1                       \n",
       "125598 17    28        78    7      6                       \n",
       "9747   17    60        38    5      0                       \n",
       "159400 17   100         5    3      1                       \n",
       "104542 17    15       146    5      1                       \n",
       "67067  17    74         9    5      6                       \n",
       "111907 17   108        33    4      5                       \n",
       "132301 17    33        32    3      1                       \n",
       "4262   17    83        93    2      5                       \n",
       "165980 17    10        25    4      1                       \n",
       "145998 17    45        10    6      1                       \n",
       "153081 17    48        17    4      1                       \n",
       "90552  17     4       210    5      1                       \n",
       "159945 17   100         5    4      1                       \n",
       "94547  17    12       123    3      3                       \n",
       "33534  17    82        53    1      1                       \n",
       "60531  17    64        54    4      7                       \n",
       "82876  17     1       265    6      4                       \n",
       "111446 17    15        96    1      1                       \n",
       "24065  17    58        91    4      1                       \n",
       "49221  17    78        10    6      5                       \n",
       "⋮      ⋮    ⋮         ⋮      ⋮      ⋮                       \n",
       "103725 17    15       204    1      1                       \n",
       "10700  17    70        27    1      6                       \n",
       "162094 17    10        59    1      1                       \n",
       "20978  17    58        91    5      1                       \n",
       "144197 17    99        14    5      1                       \n",
       "107730 17    15       146    2      1                       \n",
       "48357  17    79        23    3      1                       \n",
       "99746  17    18       110    1      1                       \n",
       "104479 17    15       146    3      1                       \n",
       "35920  17    82        53    5      1                       \n",
       "105452 17    15       146    7      1                       \n",
       "47534  17   102        27    3      5                       \n",
       "167792 17    10        59    5      1                       \n",
       "90016  17     1       183    2      5                       \n",
       "71124  17    31         9    6      5                       \n",
       "152814 17    48        17    7      1                       \n",
       "126800 17    23        83    6      7                       \n",
       "173545 17    81         8    1      1                       \n",
       "118269 17    25        21    3      1                       \n",
       "133604 17    35        37    6      1                       \n",
       "40348  17    97        92    2      2                       \n",
       "29297  17    88         6    3      1                       \n",
       "6826   17    21        28    4      6                       \n",
       "77770  17    41        44    4      1                       \n",
       "57333  17    63        53    1      1                       \n",
       "132942 17    34        27    4      1                       \n",
       "49062  17    80        63    4      1                       \n",
       "112607 17    15       146    3      1                       \n",
       "155893 17    49         9    7      1                       \n",
       "60540  17    64        75    5      6                       \n",
       "       denominazione_della_strada tronco_di_strada_o_autostrada tipo_di_strada\n",
       "101457 0                          12                            1             \n",
       "77700  0                          12                            2             \n",
       "87972  0                          12                            2             \n",
       "161907 1                          12                            2             \n",
       "5426   129                        12                            2             \n",
       "47093  36                         12                            3             \n",
       "75208  0                          12                            3             \n",
       "93226  0                          12                            2             \n",
       "105449 0                          12                            2             \n",
       "141147 0                          12                            2             \n",
       "125598 53                         12                            2             \n",
       "9747   155                        12                            3             \n",
       "159400 0                          12                            3             \n",
       "104542 0                          12                            2             \n",
       "67067  7                          12                            2             \n",
       "111907 2                          12                            2             \n",
       "132301 0                          12                            1             \n",
       "4262   17                         12                            2             \n",
       "165980 0                          12                            2             \n",
       "145998 0                          12                            2             \n",
       "153081 0                          12                            3             \n",
       "90552  0                          12                            2             \n",
       "159945 0                          12                            2             \n",
       "94547  336                        12                            2             \n",
       "33534  113                        12                            2             \n",
       "60531  A16                        NA                            3             \n",
       "82876  0                          12                            1             \n",
       "111446 0                          12                            1             \n",
       "24065  0                          12                            1             \n",
       "49221  53                         12                            2             \n",
       "⋮      ⋮                          ⋮                             ⋮             \n",
       "103725 0                          12                            1             \n",
       "10700  647                        12                            2             \n",
       "162094 0                          12                            2             \n",
       "20978  0                          12                            2             \n",
       "144197 0                          12                            2             \n",
       "107730 0                          12                            2             \n",
       "48357  0                          12                            2             \n",
       "99746  0                          12                            1             \n",
       "104479 0                          12                            2             \n",
       "35920  0                          12                            2             \n",
       "105452 0                          12                            2             \n",
       "47534  522                        12                            2             \n",
       "167792 0                          12                            2             \n",
       "90016  125                        12                            2             \n",
       "71124  19                         12                            2             \n",
       "152814 0                          12                            3             \n",
       "126800 A04                        NA                            3             \n",
       "173545 0                          12                            2             \n",
       "118269 0                          12                            2             \n",
       "133604 0                          12                            2             \n",
       "40348  342                        12                            2             \n",
       "29297  0                          12                            2             \n",
       "6826   49                         12                            2             \n",
       "77770  16                         12                            1             \n",
       "57333  0                          12                            2             \n",
       "132942 0                          12                            2             \n",
       "49062  0                          12                            2             \n",
       "112607 0                          12                            3             \n",
       "155893 0                          12                            3             \n",
       "60540  7                          12                            3             \n",
       "       pavimentazione intersezione_o_non_interse3 ⋯\n",
       "101457 1              7                           ⋯\n",
       "77700  1              8                           ⋯\n",
       "87972  1              3                           ⋯\n",
       "161907 1              3                           ⋯\n",
       "5426   1              7                           ⋯\n",
       "47093  1              8                           ⋯\n",
       "75208  1              7                           ⋯\n",
       "93226  1              7                           ⋯\n",
       "105449 1              1                           ⋯\n",
       "141147 1              3                           ⋯\n",
       "125598 1              7                           ⋯\n",
       "9747   1              2                           ⋯\n",
       "159400 1              7                           ⋯\n",
       "104542 1              3                           ⋯\n",
       "67067  1              3                           ⋯\n",
       "111907 1              7                           ⋯\n",
       "132301 1              2                           ⋯\n",
       "4262   1              7                           ⋯\n",
       "165980 1              4                           ⋯\n",
       "145998 1              7                           ⋯\n",
       "153081 1              4                           ⋯\n",
       "90552  1              7                           ⋯\n",
       "159945 1              1                           ⋯\n",
       "94547  1              7                           ⋯\n",
       "33534  1              7                           ⋯\n",
       "60531  1              7                           ⋯\n",
       "82876  1              7                           ⋯\n",
       "111446 1              7                           ⋯\n",
       "24065  1              8                           ⋯\n",
       "49221  2              8                           ⋯\n",
       "⋮      ⋮              ⋮                           ⋱\n",
       "103725 1              3                           ⋯\n",
       "10700  1              4                           ⋯\n",
       "162094 1              7                           ⋯\n",
       "20978  1              7                           ⋯\n",
       "144197 1              7                           ⋯\n",
       "107730 1              3                           ⋯\n",
       "48357  1              7                           ⋯\n",
       "99746  1              2                           ⋯\n",
       "104479 1              3                           ⋯\n",
       "35920  1              1                           ⋯\n",
       "105452 1              4                           ⋯\n",
       "47534  1              8                           ⋯\n",
       "167792 1              7                           ⋯\n",
       "90016  1              1                           ⋯\n",
       "71124  1              7                           ⋯\n",
       "152814 1              7                           ⋯\n",
       "126800 1              7                           ⋯\n",
       "173545 1              7                           ⋯\n",
       "118269 1              7                           ⋯\n",
       "133604 1              7                           ⋯\n",
       "40348  1              8                           ⋯\n",
       "29297  1              7                           ⋯\n",
       "6826   1              7                           ⋯\n",
       "77770  1              7                           ⋯\n",
       "57333  1              7                           ⋯\n",
       "132942 1              1                           ⋯\n",
       "49062  1              1                           ⋯\n",
       "112607 1              4                           ⋯\n",
       "155893 1              5                           ⋯\n",
       "60540  1              1                           ⋯\n",
       "       morti_femmine_coinvolti_su96 feriti_maschi_coinvolti_su97\n",
       "101457 0                            0                           \n",
       "77700  0                            0                           \n",
       "87972  0                            0                           \n",
       "161907 0                            0                           \n",
       "5426   0                            0                           \n",
       "47093  0                            0                           \n",
       "75208  0                            0                           \n",
       "93226  0                            0                           \n",
       "105449 0                            0                           \n",
       "141147 0                            0                           \n",
       "125598 0                            0                           \n",
       "9747   0                            0                           \n",
       "159400 0                            0                           \n",
       "104542 0                            0                           \n",
       "67067  0                            0                           \n",
       "111907 0                            0                           \n",
       "132301 0                            0                           \n",
       "4262   0                            0                           \n",
       "165980 0                            0                           \n",
       "145998 0                            0                           \n",
       "153081 0                            0                           \n",
       "90552  0                            0                           \n",
       "159945 0                            0                           \n",
       "94547  0                            0                           \n",
       "33534  0                            0                           \n",
       "60531  0                            0                           \n",
       "82876  0                            0                           \n",
       "111446 0                            0                           \n",
       "24065  0                            0                           \n",
       "49221  0                            0                           \n",
       "⋮      ⋮                            ⋮                           \n",
       "103725 0                            0                           \n",
       "10700  0                            0                           \n",
       "162094 0                            0                           \n",
       "20978  0                            0                           \n",
       "144197 0                            0                           \n",
       "107730 0                            0                           \n",
       "48357  0                            0                           \n",
       "99746  0                            0                           \n",
       "104479 0                            0                           \n",
       "35920  0                            0                           \n",
       "105452 0                            0                           \n",
       "47534  0                            0                           \n",
       "167792 0                            0                           \n",
       "90016  0                            0                           \n",
       "71124  0                            0                           \n",
       "152814 0                            0                           \n",
       "126800 0                            0                           \n",
       "173545 0                            0                           \n",
       "118269 0                            0                           \n",
       "133604 0                            0                           \n",
       "40348  0                            0                           \n",
       "29297  0                            0                           \n",
       "6826   0                            0                           \n",
       "77770  0                            0                           \n",
       "57333  0                            0                           \n",
       "132942 0                            0                           \n",
       "49062  0                            0                           \n",
       "112607 0                            0                           \n",
       "155893 0                            0                           \n",
       "60540  0                            0                           \n",
       "       feriti_femmine_coinvolti_s98 morti_entro_24_ore morti_entro_30_giorni\n",
       "101457 0                            0                  0                    \n",
       "77700  0                            0                  0                    \n",
       "87972  0                            0                  0                    \n",
       "161907 0                            0                  0                    \n",
       "5426   0                            0                  0                    \n",
       "47093  0                            0                  0                    \n",
       "75208  0                            0                  0                    \n",
       "93226  0                            0                  0                    \n",
       "105449 0                            0                  0                    \n",
       "141147 0                            1                  0                    \n",
       "125598 0                            0                  0                    \n",
       "9747   0                            0                  0                    \n",
       "159400 0                            0                  0                    \n",
       "104542 0                            0                  0                    \n",
       "67067  0                            0                  0                    \n",
       "111907 0                            0                  0                    \n",
       "132301 0                            0                  0                    \n",
       "4262   0                            0                  0                    \n",
       "165980 0                            0                  0                    \n",
       "145998 0                            0                  0                    \n",
       "153081 0                            0                  0                    \n",
       "90552  0                            0                  0                    \n",
       "159945 0                            0                  0                    \n",
       "94547  0                            0                  0                    \n",
       "33534  0                            0                  0                    \n",
       "60531  0                            0                  0                    \n",
       "82876  0                            0                  0                    \n",
       "111446 0                            0                  0                    \n",
       "24065  0                            0                  0                    \n",
       "49221  0                            0                  0                    \n",
       "⋮      ⋮                            ⋮                  ⋮                    \n",
       "103725 0                            0                  0                    \n",
       "10700  0                            0                  0                    \n",
       "162094 0                            0                  0                    \n",
       "20978  0                            0                  0                    \n",
       "144197 0                            0                  0                    \n",
       "107730 0                            0                  0                    \n",
       "48357  0                            0                  0                    \n",
       "99746  0                            0                  0                    \n",
       "104479 0                            0                  0                    \n",
       "35920  0                            0                  0                    \n",
       "105452 0                            0                  0                    \n",
       "47534  0                            0                  0                    \n",
       "167792 0                            0                  0                    \n",
       "90016  0                            0                  0                    \n",
       "71124  0                            0                  0                    \n",
       "152814 0                            0                  0                    \n",
       "126800 0                            0                  0                    \n",
       "173545 0                            0                  0                    \n",
       "118269 0                            0                  0                    \n",
       "133604 0                            0                  0                    \n",
       "40348  0                            0                  0                    \n",
       "29297  0                            0                  0                    \n",
       "6826   0                            0                  0                    \n",
       "77770  0                            0                  0                    \n",
       "57333  0                            0                  0                    \n",
       "132942 0                            0                  0                    \n",
       "49062  0                            0                  0                    \n",
       "112607 0                            0                  0                    \n",
       "155893 0                            0                  0                    \n",
       "60540  0                            0                  0                    \n",
       "       feriti descrizione_strada Ora ettometrica trimestre\n",
       "101457 1      NA                 10  0           2        \n",
       "77700  2      NA                  9  0           2        \n",
       "87972  2      NA                 18  0           3        \n",
       "161907 2      NA                 16  850         3        \n",
       "5426   1      NA                 19  0           4        \n",
       "47093  1      NA                 18  325         2        \n",
       "75208  2      NA                 11  0           2        \n",
       "93226  2      NA                 10  0           1        \n",
       "105449 1      NA                  1  0           3        \n",
       "141147 0      NA                 16  0           3        \n",
       "125598 3      NA                  3  0           3        \n",
       "9747   1      NA                 19  0           3        \n",
       "159400 3      NA                 20              1        \n",
       "104542 2      NA                 19  0           4        \n",
       "67067  1      NA                 13  0           2        \n",
       "111907 2      NA                 18  0           1        \n",
       "132301 1      NA                 11  0           1        \n",
       "4262   1      NA                 13  0           2        \n",
       "165980 2      NA                  8  0           3        \n",
       "145998 1      NA                 11              2        \n",
       "153081 1      NA                 18              3        \n",
       "90552  1      NA                 17  600         3        \n",
       "159945 1      NA                 17              3        \n",
       "94547  2      NA                  9  95          2        \n",
       "33534  1      NA                 21  0           3        \n",
       "60531  1      NA                 10  150         3        \n",
       "82876  1      NA                 17  0           2        \n",
       "111446 1      NA                 11  0           4        \n",
       "24065  1      NA                 14  0           3        \n",
       "49221  2      NA                 12  200         3        \n",
       "⋮      ⋮      ⋮                  ⋮   ⋮           ⋮        \n",
       "103725 1      NA                 11  0           1        \n",
       "10700  2      NA                 20  900         1        \n",
       "162094 1      NA                 21  0           3        \n",
       "20978  1      NA                 17  0           2        \n",
       "144197 1      NA                 16  0           1        \n",
       "107730 1      NA                 19  0           4        \n",
       "48357  1      NA                 20  0           2        \n",
       "99746  3      NA                 10  0           2        \n",
       "104479 1      NA                 10  0           4        \n",
       "35920  1      NA                 16  0           4        \n",
       "105452 5      NA                  5  0           3        \n",
       "47534  2      NA                 17  700         1        \n",
       "167792 1      NA                 16  0           4        \n",
       "90016  1      NA                 19  0           1        \n",
       "71124  1      NA                 14  600         2        \n",
       "152814 2      NA                  6              3        \n",
       "126800 1      NA                 22  400         2        \n",
       "173545 1      NA                 19              3        \n",
       "118269 2      NA                 12  0           2        \n",
       "133604 1      NA                 25  0           2        \n",
       "40348  1      NA                 18  0           2        \n",
       "29297  1      NA                  8  0           1        \n",
       "6826   1      NA                 18  0           4        \n",
       "77770  1      NA                 19  0           2        \n",
       "57333  1      NA                 21  0           1        \n",
       "132942 1      NA                 13  0           4        \n",
       "49062  2      NA                 17  0           3        \n",
       "112607 1      NA                  8  0           4        \n",
       "155893 1      NA                 15              3        \n",
       "60540  2      NA                 19  665         1        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dataset_proj <- read.csv(\"dataset/dataset\\ progetto.csv\", sep=\";\")\n",
    "dataset_proj <- dataset_proj[-c(5,115)] #rimuovo delle colonne a cui non faccio riferimento\n",
    "#PRESO UN CAMPIONE DI 10K \n",
    "SAMPLE_SIZE = 10000\n",
    "sample_rows <- sample(nrow(dataset_proj), SAMPLE_SIZE)\n",
    "sample_data = dataset_proj[sample_rows,]\n",
    "sample_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<ol class=list-inline>\n",
       "\t<li>'anno'</li>\n",
       "\t<li>'provincia'</li>\n",
       "\t<li>'comune'</li>\n",
       "\t<li>'giorno'</li>\n",
       "\t<li>'localizzazione_incidente'</li>\n",
       "\t<li>'denominazione_della_strada'</li>\n",
       "\t<li>'tronco_di_strada_o_autostrada'</li>\n",
       "\t<li>'tipo_di_strada'</li>\n",
       "\t<li>'pavimentazione'</li>\n",
       "\t<li>'intersezione_o_non_interse3'</li>\n",
       "\t<li>'fondo_stradale'</li>\n",
       "\t<li>'segnaletica'</li>\n",
       "\t<li>'condizioni_meteorologiche'</li>\n",
       "\t<li>'natura_incidente'</li>\n",
       "\t<li>'tipo_veicolo_a'</li>\n",
       "\t<li>'tipo_veicoli__b_'</li>\n",
       "\t<li>'tipo_veicolo__c_'</li>\n",
       "\t<li>'veicolo__a____circostanze_10'</li>\n",
       "\t<li>'veicolo__a____circostanze_11'</li>\n",
       "\t<li>'veicolo__b____circostanze_13'</li>\n",
       "\t<li>'veicolo__b____circostanze_14'</li>\n",
       "\t<li>'veicolo__a___anno_immatric18'</li>\n",
       "\t<li>'immatricolazione_veicolo__b_'</li>\n",
       "\t<li>'immatricolazione_veicolo__c_'</li>\n",
       "\t<li>'veicolo__a___et__conducente'</li>\n",
       "\t<li>'veicolo__a___sesso_conducente'</li>\n",
       "\t<li>'veicolo__a___esito_conducente'</li>\n",
       "\t<li>'veicolo__a___patente_condu29'</li>\n",
       "\t<li>'veicolo__a___anno_rilascio30'</li>\n",
       "\t<li>'veicolo__a___passeggeri_an35'</li>\n",
       "\t<li>'veicolo__a___et__passegger36'</li>\n",
       "\t<li>'veicolo__a___sesso_passegg37'</li>\n",
       "\t<li>'veicolo__a___esito_passegg38'</li>\n",
       "\t<li>'veicolo__a___et__passegger39'</li>\n",
       "\t<li>'veicolo__a___sesso_passegg40'</li>\n",
       "\t<li>'veicolo__a___esito_passegg41'</li>\n",
       "\t<li>'veicolo__a___et__passegger42'</li>\n",
       "\t<li>'veicolo__a___sesso_passegg43'</li>\n",
       "\t<li>'veicolo__a___esito_passegg44'</li>\n",
       "\t<li>'veicolo__a___et__passegger45'</li>\n",
       "\t<li>'veicolo__a___sesso_passegg46'</li>\n",
       "\t<li>'veicolo__a___altri_passegg47'</li>\n",
       "\t<li>'veicolo__a___altri_passegg48'</li>\n",
       "\t<li>'veicolo__a___altri_passegg49'</li>\n",
       "\t<li>'veicolo__a___altri_passegg50'</li>\n",
       "\t<li>'veicolo__b___et__conducente'</li>\n",
       "\t<li>'veicolo__b___sesso_conducente'</li>\n",
       "\t<li>'veicolo__b___esito_conducente'</li>\n",
       "\t<li>'veicolo__b___patente_condu51'</li>\n",
       "\t<li>'veicolo__b___anno_rilascio52'</li>\n",
       "\t<li>'veicolo__b___passeggeri_an57'</li>\n",
       "\t<li>'veicolo__b___et__passegger58'</li>\n",
       "\t<li>'veicolo__b___sesso_passegg59'</li>\n",
       "\t<li>'veicolo__b___esito_passegg60'</li>\n",
       "\t<li>'veicolo__b___et__passegger61'</li>\n",
       "\t<li>'veicolo__b___sesso_passegg62'</li>\n",
       "\t<li>'veicolo__b___esito_passegg63'</li>\n",
       "\t<li>'veicolo__b___et__passegger64'</li>\n",
       "\t<li>'veicolo__b___sesso_passegg65'</li>\n",
       "\t<li>'veicolo__b___esito_passegg66'</li>\n",
       "\t<li>'veicolo__b___et__passegger67'</li>\n",
       "\t<li>'veicolo__b___sesso_passegg68'</li>\n",
       "\t<li>'veicolo__b___altri_passegg69'</li>\n",
       "\t<li>'veicolo__b___altri_passegg70'</li>\n",
       "\t<li>'veicolo__b___altri_passegg71'</li>\n",
       "\t<li>'veicolo__b___altri_passegg72'</li>\n",
       "\t<li>'veicolo__c___et__conducente'</li>\n",
       "\t<li>'veicolo__c___sesso_conducente'</li>\n",
       "\t<li>'veicolo__c___esito_conducente'</li>\n",
       "\t<li>'veicolo__c___patente_condu73'</li>\n",
       "\t<li>'veicolo__c___anno_rilascio74'</li>\n",
       "\t<li>'veicolo__c___passeggeri_an79'</li>\n",
       "\t<li>'veicolo__c___et__passegger80'</li>\n",
       "\t<li>'veicolo__c___sesso_passegg81'</li>\n",
       "\t<li>'veicolo__c___esito_passegg82'</li>\n",
       "\t<li>'veicolo__c___et__passegger83'</li>\n",
       "\t<li>'veicolo__c___sesso_passegg84'</li>\n",
       "\t<li>'veicolo__c___esito_passegg85'</li>\n",
       "\t<li>'veicolo__c___et__passegger86'</li>\n",
       "\t<li>'veicolo__c___sesso_passegg87'</li>\n",
       "\t<li>'veicolo__c___esito_passegg88'</li>\n",
       "\t<li>'veicolo__c___et__passegger89'</li>\n",
       "\t<li>'veicolo__c___sesso_passegg90'</li>\n",
       "\t<li>'veicolo__c___altri_passegg91'</li>\n",
       "\t<li>'veicolo__c___altri_passegg92'</li>\n",
       "\t<li>'veicolo__c___altri_passegg93'</li>\n",
       "\t<li>'veicolo__c___altri_passegg94'</li>\n",
       "\t<li>'pedone_morto_1__sesso'</li>\n",
       "\t<li>'pedone_morto_1__et_'</li>\n",
       "\t<li>'pedone_ferito_1__sesso'</li>\n",
       "\t<li>'pedone_ferito_1__et_'</li>\n",
       "\t<li>'pedone_morto_2__sesso'</li>\n",
       "\t<li>'pedone_morto_2__et_'</li>\n",
       "\t<li>'pedone_ferito_2__sesso'</li>\n",
       "\t<li>'pedone_ferito_2__et_'</li>\n",
       "\t<li>'pedone_morto_3__sesso'</li>\n",
       "\t<li>'pedone_morto_3__et_'</li>\n",
       "\t<li>'pedone_ferito_3__sesso'</li>\n",
       "\t<li>'pedone_ferito_3__et_'</li>\n",
       "\t<li>'pedone_morto_4__sesso'</li>\n",
       "\t<li>'pedone_morto_4__et_'</li>\n",
       "\t<li>'pedone_ferito_4__sesso'</li>\n",
       "\t<li>'pedone_ferito_4__et_'</li>\n",
       "\t<li>'altri_veicoli_coinvolti'</li>\n",
       "\t<li>'morti_maschi_coinvolti_su_95'</li>\n",
       "\t<li>'morti_femmine_coinvolti_su96'</li>\n",
       "\t<li>'feriti_maschi_coinvolti_su97'</li>\n",
       "\t<li>'feriti_femmine_coinvolti_s98'</li>\n",
       "\t<li>'morti_entro_24_ore'</li>\n",
       "\t<li>'morti_entro_30_giorni'</li>\n",
       "\t<li>'feriti'</li>\n",
       "\t<li>'descrizione_strada'</li>\n",
       "\t<li>'Ora'</li>\n",
       "\t<li>'ettometrica'</li>\n",
       "\t<li>'trimestre'</li>\n",
       "</ol>\n"
      ],
      "text/latex": [
       "\\begin{enumerate*}\n",
       "\\item 'anno'\n",
       "\\item 'provincia'\n",
       "\\item 'comune'\n",
       "\\item 'giorno'\n",
       "\\item 'localizzazione\\_incidente'\n",
       "\\item 'denominazione\\_della\\_strada'\n",
       "\\item 'tronco\\_di\\_strada\\_o\\_autostrada'\n",
       "\\item 'tipo\\_di\\_strada'\n",
       "\\item 'pavimentazione'\n",
       "\\item 'intersezione\\_o\\_non\\_interse3'\n",
       "\\item 'fondo\\_stradale'\n",
       "\\item 'segnaletica'\n",
       "\\item 'condizioni\\_meteorologiche'\n",
       "\\item 'natura\\_incidente'\n",
       "\\item 'tipo\\_veicolo\\_a'\n",
       "\\item 'tipo\\_veicoli\\_\\_b\\_'\n",
       "\\item 'tipo\\_veicolo\\_\\_c\\_'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_\\_circostanze\\_10'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_\\_circostanze\\_11'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_\\_circostanze\\_13'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_\\_circostanze\\_14'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_anno\\_immatric18'\n",
       "\\item 'immatricolazione\\_veicolo\\_\\_b\\_'\n",
       "\\item 'immatricolazione\\_veicolo\\_\\_c\\_'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_et\\_\\_conducente'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_sesso\\_conducente'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_esito\\_conducente'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_patente\\_condu29'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_anno\\_rilascio30'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_passeggeri\\_an35'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger36'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_sesso\\_passegg37'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_esito\\_passegg38'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger39'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_sesso\\_passegg40'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_esito\\_passegg41'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger42'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_sesso\\_passegg43'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_esito\\_passegg44'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_et\\_\\_passegger45'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_sesso\\_passegg46'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_altri\\_passegg47'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_altri\\_passegg48'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_altri\\_passegg49'\n",
       "\\item 'veicolo\\_\\_a\\_\\_\\_altri\\_passegg50'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_et\\_\\_conducente'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_sesso\\_conducente'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_esito\\_conducente'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_patente\\_condu51'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_anno\\_rilascio52'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_passeggeri\\_an57'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger58'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_sesso\\_passegg59'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_esito\\_passegg60'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger61'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_sesso\\_passegg62'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_esito\\_passegg63'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger64'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_sesso\\_passegg65'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_esito\\_passegg66'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_et\\_\\_passegger67'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_sesso\\_passegg68'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_altri\\_passegg69'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_altri\\_passegg70'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_altri\\_passegg71'\n",
       "\\item 'veicolo\\_\\_b\\_\\_\\_altri\\_passegg72'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_et\\_\\_conducente'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_sesso\\_conducente'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_esito\\_conducente'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_patente\\_condu73'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_anno\\_rilascio74'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_passeggeri\\_an79'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger80'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_sesso\\_passegg81'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_esito\\_passegg82'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger83'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_sesso\\_passegg84'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_esito\\_passegg85'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger86'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_sesso\\_passegg87'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_esito\\_passegg88'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_et\\_\\_passegger89'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_sesso\\_passegg90'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_altri\\_passegg91'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_altri\\_passegg92'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_altri\\_passegg93'\n",
       "\\item 'veicolo\\_\\_c\\_\\_\\_altri\\_passegg94'\n",
       "\\item 'pedone\\_morto\\_1\\_\\_sesso'\n",
       "\\item 'pedone\\_morto\\_1\\_\\_et\\_'\n",
       "\\item 'pedone\\_ferito\\_1\\_\\_sesso'\n",
       "\\item 'pedone\\_ferito\\_1\\_\\_et\\_'\n",
       "\\item 'pedone\\_morto\\_2\\_\\_sesso'\n",
       "\\item 'pedone\\_morto\\_2\\_\\_et\\_'\n",
       "\\item 'pedone\\_ferito\\_2\\_\\_sesso'\n",
       "\\item 'pedone\\_ferito\\_2\\_\\_et\\_'\n",
       "\\item 'pedone\\_morto\\_3\\_\\_sesso'\n",
       "\\item 'pedone\\_morto\\_3\\_\\_et\\_'\n",
       "\\item 'pedone\\_ferito\\_3\\_\\_sesso'\n",
       "\\item 'pedone\\_ferito\\_3\\_\\_et\\_'\n",
       "\\item 'pedone\\_morto\\_4\\_\\_sesso'\n",
       "\\item 'pedone\\_morto\\_4\\_\\_et\\_'\n",
       "\\item 'pedone\\_ferito\\_4\\_\\_sesso'\n",
       "\\item 'pedone\\_ferito\\_4\\_\\_et\\_'\n",
       "\\item 'altri\\_veicoli\\_coinvolti'\n",
       "\\item 'morti\\_maschi\\_coinvolti\\_su\\_95'\n",
       "\\item 'morti\\_femmine\\_coinvolti\\_su96'\n",
       "\\item 'feriti\\_maschi\\_coinvolti\\_su97'\n",
       "\\item 'feriti\\_femmine\\_coinvolti\\_s98'\n",
       "\\item 'morti\\_entro\\_24\\_ore'\n",
       "\\item 'morti\\_entro\\_30\\_giorni'\n",
       "\\item 'feriti'\n",
       "\\item 'descrizione\\_strada'\n",
       "\\item 'Ora'\n",
       "\\item 'ettometrica'\n",
       "\\item 'trimestre'\n",
       "\\end{enumerate*}\n"
      ],
      "text/markdown": [
       "1. 'anno'\n",
       "2. 'provincia'\n",
       "3. 'comune'\n",
       "4. 'giorno'\n",
       "5. 'localizzazione_incidente'\n",
       "6. 'denominazione_della_strada'\n",
       "7. 'tronco_di_strada_o_autostrada'\n",
       "8. 'tipo_di_strada'\n",
       "9. 'pavimentazione'\n",
       "10. 'intersezione_o_non_interse3'\n",
       "11. 'fondo_stradale'\n",
       "12. 'segnaletica'\n",
       "13. 'condizioni_meteorologiche'\n",
       "14. 'natura_incidente'\n",
       "15. 'tipo_veicolo_a'\n",
       "16. 'tipo_veicoli__b_'\n",
       "17. 'tipo_veicolo__c_'\n",
       "18. 'veicolo__a____circostanze_10'\n",
       "19. 'veicolo__a____circostanze_11'\n",
       "20. 'veicolo__b____circostanze_13'\n",
       "21. 'veicolo__b____circostanze_14'\n",
       "22. 'veicolo__a___anno_immatric18'\n",
       "23. 'immatricolazione_veicolo__b_'\n",
       "24. 'immatricolazione_veicolo__c_'\n",
       "25. 'veicolo__a___et__conducente'\n",
       "26. 'veicolo__a___sesso_conducente'\n",
       "27. 'veicolo__a___esito_conducente'\n",
       "28. 'veicolo__a___patente_condu29'\n",
       "29. 'veicolo__a___anno_rilascio30'\n",
       "30. 'veicolo__a___passeggeri_an35'\n",
       "31. 'veicolo__a___et__passegger36'\n",
       "32. 'veicolo__a___sesso_passegg37'\n",
       "33. 'veicolo__a___esito_passegg38'\n",
       "34. 'veicolo__a___et__passegger39'\n",
       "35. 'veicolo__a___sesso_passegg40'\n",
       "36. 'veicolo__a___esito_passegg41'\n",
       "37. 'veicolo__a___et__passegger42'\n",
       "38. 'veicolo__a___sesso_passegg43'\n",
       "39. 'veicolo__a___esito_passegg44'\n",
       "40. 'veicolo__a___et__passegger45'\n",
       "41. 'veicolo__a___sesso_passegg46'\n",
       "42. 'veicolo__a___altri_passegg47'\n",
       "43. 'veicolo__a___altri_passegg48'\n",
       "44. 'veicolo__a___altri_passegg49'\n",
       "45. 'veicolo__a___altri_passegg50'\n",
       "46. 'veicolo__b___et__conducente'\n",
       "47. 'veicolo__b___sesso_conducente'\n",
       "48. 'veicolo__b___esito_conducente'\n",
       "49. 'veicolo__b___patente_condu51'\n",
       "50. 'veicolo__b___anno_rilascio52'\n",
       "51. 'veicolo__b___passeggeri_an57'\n",
       "52. 'veicolo__b___et__passegger58'\n",
       "53. 'veicolo__b___sesso_passegg59'\n",
       "54. 'veicolo__b___esito_passegg60'\n",
       "55. 'veicolo__b___et__passegger61'\n",
       "56. 'veicolo__b___sesso_passegg62'\n",
       "57. 'veicolo__b___esito_passegg63'\n",
       "58. 'veicolo__b___et__passegger64'\n",
       "59. 'veicolo__b___sesso_passegg65'\n",
       "60. 'veicolo__b___esito_passegg66'\n",
       "61. 'veicolo__b___et__passegger67'\n",
       "62. 'veicolo__b___sesso_passegg68'\n",
       "63. 'veicolo__b___altri_passegg69'\n",
       "64. 'veicolo__b___altri_passegg70'\n",
       "65. 'veicolo__b___altri_passegg71'\n",
       "66. 'veicolo__b___altri_passegg72'\n",
       "67. 'veicolo__c___et__conducente'\n",
       "68. 'veicolo__c___sesso_conducente'\n",
       "69. 'veicolo__c___esito_conducente'\n",
       "70. 'veicolo__c___patente_condu73'\n",
       "71. 'veicolo__c___anno_rilascio74'\n",
       "72. 'veicolo__c___passeggeri_an79'\n",
       "73. 'veicolo__c___et__passegger80'\n",
       "74. 'veicolo__c___sesso_passegg81'\n",
       "75. 'veicolo__c___esito_passegg82'\n",
       "76. 'veicolo__c___et__passegger83'\n",
       "77. 'veicolo__c___sesso_passegg84'\n",
       "78. 'veicolo__c___esito_passegg85'\n",
       "79. 'veicolo__c___et__passegger86'\n",
       "80. 'veicolo__c___sesso_passegg87'\n",
       "81. 'veicolo__c___esito_passegg88'\n",
       "82. 'veicolo__c___et__passegger89'\n",
       "83. 'veicolo__c___sesso_passegg90'\n",
       "84. 'veicolo__c___altri_passegg91'\n",
       "85. 'veicolo__c___altri_passegg92'\n",
       "86. 'veicolo__c___altri_passegg93'\n",
       "87. 'veicolo__c___altri_passegg94'\n",
       "88. 'pedone_morto_1__sesso'\n",
       "89. 'pedone_morto_1__et_'\n",
       "90. 'pedone_ferito_1__sesso'\n",
       "91. 'pedone_ferito_1__et_'\n",
       "92. 'pedone_morto_2__sesso'\n",
       "93. 'pedone_morto_2__et_'\n",
       "94. 'pedone_ferito_2__sesso'\n",
       "95. 'pedone_ferito_2__et_'\n",
       "96. 'pedone_morto_3__sesso'\n",
       "97. 'pedone_morto_3__et_'\n",
       "98. 'pedone_ferito_3__sesso'\n",
       "99. 'pedone_ferito_3__et_'\n",
       "100. 'pedone_morto_4__sesso'\n",
       "101. 'pedone_morto_4__et_'\n",
       "102. 'pedone_ferito_4__sesso'\n",
       "103. 'pedone_ferito_4__et_'\n",
       "104. 'altri_veicoli_coinvolti'\n",
       "105. 'morti_maschi_coinvolti_su_95'\n",
       "106. 'morti_femmine_coinvolti_su96'\n",
       "107. 'feriti_maschi_coinvolti_su97'\n",
       "108. 'feriti_femmine_coinvolti_s98'\n",
       "109. 'morti_entro_24_ore'\n",
       "110. 'morti_entro_30_giorni'\n",
       "111. 'feriti'\n",
       "112. 'descrizione_strada'\n",
       "113. 'Ora'\n",
       "114. 'ettometrica'\n",
       "115. 'trimestre'\n",
       "\n",
       "\n"
      ],
      "text/plain": [
       "  [1] \"anno\"                          \"provincia\"                    \n",
       "  [3] \"comune\"                        \"giorno\"                       \n",
       "  [5] \"localizzazione_incidente\"      \"denominazione_della_strada\"   \n",
       "  [7] \"tronco_di_strada_o_autostrada\" \"tipo_di_strada\"               \n",
       "  [9] \"pavimentazione\"                \"intersezione_o_non_interse3\"  \n",
       " [11] \"fondo_stradale\"                \"segnaletica\"                  \n",
       " [13] \"condizioni_meteorologiche\"     \"natura_incidente\"             \n",
       " [15] \"tipo_veicolo_a\"                \"tipo_veicoli__b_\"             \n",
       " [17] \"tipo_veicolo__c_\"              \"veicolo__a____circostanze_10\" \n",
       " [19] \"veicolo__a____circostanze_11\"  \"veicolo__b____circostanze_13\" \n",
       " [21] \"veicolo__b____circostanze_14\"  \"veicolo__a___anno_immatric18\" \n",
       " [23] \"immatricolazione_veicolo__b_\"  \"immatricolazione_veicolo__c_\" \n",
       " [25] \"veicolo__a___et__conducente\"   \"veicolo__a___sesso_conducente\"\n",
       " [27] \"veicolo__a___esito_conducente\" \"veicolo__a___patente_condu29\" \n",
       " [29] \"veicolo__a___anno_rilascio30\"  \"veicolo__a___passeggeri_an35\" \n",
       " [31] \"veicolo__a___et__passegger36\"  \"veicolo__a___sesso_passegg37\" \n",
       " [33] \"veicolo__a___esito_passegg38\"  \"veicolo__a___et__passegger39\" \n",
       " [35] \"veicolo__a___sesso_passegg40\"  \"veicolo__a___esito_passegg41\" \n",
       " [37] \"veicolo__a___et__passegger42\"  \"veicolo__a___sesso_passegg43\" \n",
       " [39] \"veicolo__a___esito_passegg44\"  \"veicolo__a___et__passegger45\" \n",
       " [41] \"veicolo__a___sesso_passegg46\"  \"veicolo__a___altri_passegg47\" \n",
       " [43] \"veicolo__a___altri_passegg48\"  \"veicolo__a___altri_passegg49\" \n",
       " [45] \"veicolo__a___altri_passegg50\"  \"veicolo__b___et__conducente\"  \n",
       " [47] \"veicolo__b___sesso_conducente\" \"veicolo__b___esito_conducente\"\n",
       " [49] \"veicolo__b___patente_condu51\"  \"veicolo__b___anno_rilascio52\" \n",
       " [51] \"veicolo__b___passeggeri_an57\"  \"veicolo__b___et__passegger58\" \n",
       " [53] \"veicolo__b___sesso_passegg59\"  \"veicolo__b___esito_passegg60\" \n",
       " [55] \"veicolo__b___et__passegger61\"  \"veicolo__b___sesso_passegg62\" \n",
       " [57] \"veicolo__b___esito_passegg63\"  \"veicolo__b___et__passegger64\" \n",
       " [59] \"veicolo__b___sesso_passegg65\"  \"veicolo__b___esito_passegg66\" \n",
       " [61] \"veicolo__b___et__passegger67\"  \"veicolo__b___sesso_passegg68\" \n",
       " [63] \"veicolo__b___altri_passegg69\"  \"veicolo__b___altri_passegg70\" \n",
       " [65] \"veicolo__b___altri_passegg71\"  \"veicolo__b___altri_passegg72\" \n",
       " [67] \"veicolo__c___et__conducente\"   \"veicolo__c___sesso_conducente\"\n",
       " [69] \"veicolo__c___esito_conducente\" \"veicolo__c___patente_condu73\" \n",
       " [71] \"veicolo__c___anno_rilascio74\"  \"veicolo__c___passeggeri_an79\" \n",
       " [73] \"veicolo__c___et__passegger80\"  \"veicolo__c___sesso_passegg81\" \n",
       " [75] \"veicolo__c___esito_passegg82\"  \"veicolo__c___et__passegger83\" \n",
       " [77] \"veicolo__c___sesso_passegg84\"  \"veicolo__c___esito_passegg85\" \n",
       " [79] \"veicolo__c___et__passegger86\"  \"veicolo__c___sesso_passegg87\" \n",
       " [81] \"veicolo__c___esito_passegg88\"  \"veicolo__c___et__passegger89\" \n",
       " [83] \"veicolo__c___sesso_passegg90\"  \"veicolo__c___altri_passegg91\" \n",
       " [85] \"veicolo__c___altri_passegg92\"  \"veicolo__c___altri_passegg93\" \n",
       " [87] \"veicolo__c___altri_passegg94\"  \"pedone_morto_1__sesso\"        \n",
       " [89] \"pedone_morto_1__et_\"           \"pedone_ferito_1__sesso\"       \n",
       " [91] \"pedone_ferito_1__et_\"          \"pedone_morto_2__sesso\"        \n",
       " [93] \"pedone_morto_2__et_\"           \"pedone_ferito_2__sesso\"       \n",
       " [95] \"pedone_ferito_2__et_\"          \"pedone_morto_3__sesso\"        \n",
       " [97] \"pedone_morto_3__et_\"           \"pedone_ferito_3__sesso\"       \n",
       " [99] \"pedone_ferito_3__et_\"          \"pedone_morto_4__sesso\"        \n",
       "[101] \"pedone_morto_4__et_\"           \"pedone_ferito_4__sesso\"       \n",
       "[103] \"pedone_ferito_4__et_\"          \"altri_veicoli_coinvolti\"      \n",
       "[105] \"morti_maschi_coinvolti_su_95\"  \"morti_femmine_coinvolti_su96\" \n",
       "[107] \"feriti_maschi_coinvolti_su97\"  \"feriti_femmine_coinvolti_s98\" \n",
       "[109] \"morti_entro_24_ore\"            \"morti_entro_30_giorni\"        \n",
       "[111] \"feriti\"                        \"descrizione_strada\"           \n",
       "[113] \"Ora\"                           \"ettometrica\"                  \n",
       "[115] \"trimestre\"                    "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "names(sample_data)\n",
    "attach(sample_data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## ANALISI DESCRITTIVA UNIVARIATA: \n",
    "* ORARIO PIÙ PERICOLOSO\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "incidenti_per_Ora <- factor(Ora)\n",
    "levels(incidenti_per_Ora) <- c(\"00\",\"01\",\"02\",\"03\",\"04\",\"05\",\"06\",\"07\",\"08\",\"09\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\",\"20\",\"21\",\"22\",\"23\",\"NS\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "incidenti_per_Ora.freq <- table(incidenti_per_Ora)\n",
    "incidenti_per_Ora.relfreq <- incidenti_per_Ora.freq/SAMPLE_SIZE\n",
    "incidenti_per_Ora.percfreq <- incidenti_per_Ora.relfreq*100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Le freq. ASSOLUTE sono:  186 138 118 87 66 92 188 472 656 572 648 650 643 584 595 586 662 753 763 525 386 244 198 163 25 \n",
      "\n",
      "Le freq. RELATIVE sono:  0.0186 0.0138 0.0118 0.0087 0.0066 0.0092 0.0188 0.0472 0.0656 0.0572 0.0648 0.065 0.0643 0.0584 0.0595 0.0586 0.0662 0.0753 0.0763 0.0525 0.0386 0.0244 0.0198 0.0163 0.0025 \n",
      "\n",
      "Le freq. PERCENTUALI sono:  1.86 1.38 1.18 0.87 0.66 0.92 1.88 4.72 6.56 5.72 6.48 6.5 6.43 5.84 5.95 5.86 6.62 7.53 7.63 5.25 3.86 2.44 1.98 1.63 0.25"
     ]
    },
    {
     "data": {
      "image/png": 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gQIEOgooEDqCGZ3AgQIECBAgAABAgSm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\nDBgwYMCAAQMGDBiYBwKqtk0hj6BSogAAAABJRU5ErkJggg==",
      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 420,
       "width": 420
      },
      "text/plain": {
       "height": 420,
       "width": 420
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "cat(\"Le freq. ASSOLUTE sono: \",incidenti_per_Ora.freq,\"\\n\\n\")\n",
    "cat(\"Le freq. RELATIVE sono: \",incidenti_per_Ora.relfreq,\"\\n\\n\")\n",
    "cat(\"Le freq. PERCENTUALI sono: \",incidenti_per_Ora.percfreq)\n",
    "#drop della colonna in cui non è stata specificata l'ora\n",
    "#incidenti_per_Ora.freq <- incidenti_per_Ora.freq[-c(25)] \n",
    "plot(incidenti_per_Ora.percfreq,xlab = \"Ore\",ylab = \"Freq. Percetuali\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "L'orario con più incidenti è quello delle:  18"
     ]
    }
   ],
   "source": [
    "moda_incidenti_per_Ora <- which(incidenti_per_Ora.percfreq==max(incidenti_per_Ora.percfreq))\n",
    "cat(\"L'orario con più incidenti è quello delle: \", names(moda_incidenti_per_Ora))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ANALISI DESCRITTIVIA UNIVARIATA: \n",
    "* INCIDENTI PER PROVINCIA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "incidenti_per_provincia\n",
       "  1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18  19  20 \n",
       "339  24  52  82  18  85  17  61  84 300  51 159 105  22 824 178 180 100  55  60 \n",
       " 21  22  23  24  25  26  27  28  29  30  31  32  33  34  35  36  37  38  39  40 \n",
       "102  88 163 117  26 139 128 155  38  88  24  67  67  71  82 164 217  52  93  95 \n",
       " 41  42  43  44  45  46  47  48  49  50  51  52  53  54  55  56  57  58  59  60 \n",
       " 71  84  54  50  41 102  65 303  97  89  60  59  44  73  39  38  24 928  82  41 \n",
       " 61  62  63  64  65  66  67  68  69  70  71  72  73  74  75  76  77  78  79  80 \n",
       " 52  17 327  31 126  35  55  40  49  23  67 200  75  59  91  24  20  68  38  61 \n",
       " 81  82  83  84  85  86  87  88  89  90  91  92  93  94  95  96  97  98  99 100 \n",
       " 71 170  68  29  27   6 161  41  51  78  21  66  52   5  11  20  50  29 103  61 \n",
       "101 102 103 108 109 110 111 \n",
       " 14   7  18 153  31  60  23 "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "incidenti_per_provincia <- factor(provincia)\n",
    "incidenti_per_provincia <- table(incidenti_per_provincia)\n",
    "incidenti_per_provincia"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "TORINO GENOVA MILANO   ROMA NAPOLI \n",
       "   339    300    824    928    327 "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#1:torino,10:Genova,15:Milano,58:Roma,63:Napoli\n",
    "incidenti_per_provinciaRidotta <- incidenti_per_provincia[c(1,10,15,58,63)]\n",
    "#NON SO PER QUALE MOTIVO NON RIESCO AD USARE LEVELS PER SETTARE IL NOME DELLE COLONNE...\n",
    "names(incidenti_per_provinciaRidotta)[c(1,2,3,4,5)]<-c(\"TORINO\",\"GENOVA\",\"MILANO\",\"ROMA\",\"NAPOLI\")\n",
    "incidenti_per_provinciaRidotta"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### CALCOLO DELLE FREQUENZE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "TORINO GENOVA MILANO   ROMA NAPOLI \n",
       "  3.39   3.00   8.24   9.28   3.27 "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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gQIEOiTgAKpT6OpLwQIECBAgAABAgQI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\nCBAgQIAAgQ9A4G3rV+AvL6eOtAAAAABJRU5ErkJggg==",
      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 420,
       "width": 420
      },
      "text/plain": {
       "height": 420,
       "width": 420
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "incidenti_per_provinciaR.freq <- incidenti_per_provinciaRidotta\n",
    "incidenti_per_provinciaR.relfreq <- incidenti_per_provinciaRidotta/SAMPLE_SIZE\n",
    "incidenti_per_provinciaR.percfreq <- incidenti_per_provinciaR.relfreq*100\n",
    "incidenti_per_provinciaR.percfreq\n",
    "barplot(incidenti_per_provinciaR.percfreq,col = \"yellow\",xlab = \"Provincia\",ylab = \"Freq. Percentuali\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "La provincia tra quelle mostrate con più incidenti è quella di  ROMA"
     ]
    }
   ],
   "source": [
    "#CALCOLO COSE \"RIDONDATI\" PER AVER MATERIALE DA METTERE NELLA RELAZIONE\n",
    "moda_incidenti_per_provinciaR <- which(incidenti_per_provinciaR.percfreq==max(incidenti_per_provinciaR.percfreq))\n",
    "cat(\"La provincia tra quelle mostrate con più incidenti è quella di \",names(moda_incidenti_per_provinciaR))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**NON HO LA PIU PALLIDA IDEA DI COME NAMES() MI TIRI FUORI IL VALORE DALL'INDICE PASSATO :(**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "indice_eterogeneitaGiniNorm <- function(freqRel,k){\n",
    "    x=0\n",
    "    for(i in freqRel){\n",
    "        x=x+i^2\n",
    "    }\n",
    "    z = (1-x)*(k)/(k-1)\n",
    "    z\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Gnorm =  0.9827227  un valore vicino alla massima eterogeneità"
     ]
    }
   ],
   "source": [
    "incidenti_per_provincia.relfreq <- incidenti_per_provincia/SAMPLE_SIZE\n",
    "x=0\n",
    "#length(incidenti_per_provincia.relfreq)==length(incidenti_per_provincia)\n",
    "Gnorm <- indice_eterogeneitaGiniNorm(incidenti_per_provincia.relfreq,length(incidenti_per_provincia))\n",
    "cat(\"Gnorm = \",Gnorm,\" un valore vicino alla massima eterogeneità\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "R",
   "language": "R",
   "name": "ir"
  },
  "language_info": {
   "codemirror_mode": "r",
   "file_extension": ".r",
   "mimetype": "text/x-r-source",
   "name": "R",
   "pygments_lexer": "r",
   "version": "3.6.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}