<table>
  <tbody>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.1</td>
      <td>39</td>
      <td>49</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.2</td>
      <td>63</td>
      <td>98</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.3</td>
      <td>58</td>
      <td>75</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.4</td>
      <td>32</td>
      <td>35</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.5</td>
      <td>68</td>
      <td>96</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.6</td>
      <td>81</td>
      <td>112</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.7</td>
      <td>36</td>
      <td>41</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.8</td>
      <td>23</td>
      <td>26</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.9</td>
      <td>67</td>
      <td>94</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.10</td>
      <td>21</td>
      <td>22</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.11</td>
      <td>30</td>
      <td>33</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.12</td>
      <td>27</td>
      <td>32</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.13</td>
      <td>39</td>
      <td>51</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.14</td>
      <td>40</td>
      <td>58</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.15</td>
      <td>72</td>
      <td>100</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.16</td>
      <td>97</td>
      <td>150</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.17</td>
      <td>49</td>
      <td>66</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.18</td>
      <td>84</td>
      <td>116</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.19</td>
      <td>20</td>
      <td>22</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.20</td>
      <td>12</td>
      <td>13</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.21</td>
      <td>37</td>
      <td>44</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.22</td>
      <td>60</td>
      <td>85</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1789</td>
      <td>George Washington.23</td>
      <td>88</td>
      <td>120</td>
      <td>1</td>
      <td>1789 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1793</td>
      <td>George Washington.1</td>
      <td>21</td>
      <td>23</td>
      <td>1</td>
      <td>1793 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1793</td>
      <td>George Washington.2</td>
      <td>33</td>
      <td>41</td>
      <td>1</td>
      <td>1793 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1793</td>
      <td>George Washington.3</td>
      <td>15</td>
      <td>19</td>
      <td>1</td>
      <td>1793 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1793</td>
      <td>George Washington.4</td>
      <td>52</td>
      <td>64</td>
      <td>1</td>
      <td>1793 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.1</td>
      <td>65</td>
      <td>83</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.2</td>
      <td>65</td>
      <td>97</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.3</td>
      <td>26</td>
      <td>33</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.4</td>
      <td>37</td>
      <td>48</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.5</td>
      <td>47</td>
      <td>56</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.6</td>
      <td>63</td>
      <td>102</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.7</td>
      <td>23</td>
      <td>26</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.8</td>
      <td>31</td>
      <td>39</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.9</td>
      <td>16</td>
      <td>17</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.10</td>
      <td>23</td>
      <td>30</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.11</td>
      <td>49</td>
      <td>66</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.12</td>
      <td>34</td>
      <td>40</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.13</td>
      <td>40</td>
      <td>56</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.14</td>
      <td>25</td>
      <td>27</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.15</td>
      <td>43</td>
      <td>58</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.16</td>
      <td>38</td>
      <td>50</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.17</td>
      <td>37</td>
      <td>58</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.18</td>
      <td>16</td>
      <td>17</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>##</td>
      <td>1797</td>
      <td>John Adams.19</td>
      <td>84</td>
      <td>123</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
  </tbody>
</table>
766CHAPTER 4. CREATING A CORPUS AND BASIC MANIPULATIONS

<table>
  <tbody>
    <tr>
      <td>1797</td>
      <td>John Adams.20</td>
      <td>18</td>
      <td>21</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.21</td>
      <td>30</td>
      <td>35</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.22</td>
      <td>10</td>
      <td>10</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.23</td>
      <td>23</td>
      <td>28</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.24</td>
      <td>26</td>
      <td>33</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.25</td>
      <td>17</td>
      <td>17</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.26</td>
      <td>26</td>
      <td>36</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.27</td>
      <td>34</td>
      <td>46</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.28</td>
      <td>36</td>
      <td>51</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.29</td>
      <td>29</td>
      <td>45</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.30</td>
      <td>37</td>
      <td>42</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.31</td>
      <td>80</td>
      <td>128</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.32</td>
      <td>41</td>
      <td>61</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.33</td>
      <td>26</td>
      <td>28</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.34</td>
      <td>22</td>
      <td>30</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.35</td>
      <td>329</td>
      <td>808</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.36</td>
      <td>51</td>
      <td>75</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.37</td>
      <td>41</td>
      <td>58</td>
      <td>1 1797</td>
      <td>Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.1</td>
      <td>65</td>
      <td>96</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.2</td>
      <td>65</td>
      <td>98</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.3</td>
      <td>41</td>
      <td>50</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.4</td>
      <td>43</td>
      <td>58</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.5</td>
      <td>59</td>
      <td>87</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.6</td>
      <td>38</td>
      <td>56</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.7</td>
      <td>13</td>
      <td>16</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.8</td>
      <td>21</td>
      <td>22</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.9</td>
      <td>39</td>
      <td>49</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.10</td>
      <td>51</td>
      <td>71</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.11</td>
      <td>10</td>
      <td>12</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.12</td>
      <td>12</td>
      <td>12</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.13</td>
      <td>8</td>
      <td>10</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.14</td>
      <td>42</td>
      <td>46</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.15</td>
      <td>56</td>
      <td>77</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.16</td>
      <td>4</td>
      <td>4</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.17</td>
      <td>11</td>
      <td>14</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.18</td>
      <td>29</td>
      <td>40</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.19</td>
      <td>16</td>
      <td>16</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.20</td>
      <td>12</td>
      <td>13</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.21</td>
      <td>14</td>
      <td>14</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.22</td>
      <td>6</td>
      <td>6</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.23</td>
      <td>20</td>
      <td>25</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.24</td>
      <td>104</td>
      <td>178</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.25</td>
      <td>42</td>
      <td>54</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.26</td>
      <td>17</td>
      <td>20</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.27</td>
      <td>36</td>
      <td>46</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.28</td>
      <td>20</td>
      <td>23</td>
      <td>1 1801</td>
      <td>Jefferson</td>
      <td>Thomas</td>
    </tr>
  </tbody>
</table>
<table><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.29</td><td>146</td><td>271</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.30</td><td>22</td><td>23</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.31</td><td>15</td><td>17</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.32</td><td>45</td><td>66</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.33</td><td>13</td><td>15</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.34</td><td>39</td><td>51</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.35</td><td>50</td><td>64</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.36</td><td>10</td><td>10</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr></table>

### 4.4.3.1.3 Subset We can subset sentences with 10 or more words

```
dat_inaug_corpus_sent_long <- corpus_subset.dat_inaug_corpus_sent, ntoken.dat_inaug_corpus_sent)
ndoc.dat_inaug_corpus_sent_long)
```

```
## [1] 148
```

```
summary.dat_inaug_corpus_sent_long)
```

```
## Corpus consisting of 148 documents, showing 100 documents:
```

<table><thead><tr><th>##</th><th>Text</th><th>Types</th><th>Tokens</th><th>Sentences</th><th>Year</th><th>President</th><th>First Name</th></tr></thead><tbody><tr><td>##</td><td>1789</td><td>George</td><td>Washington.1</td><td>39</td><td>49</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.2</td><td>63</td><td>98</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.3</td><td>58</td><td>75</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.4</td><td>32</td><td>35</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.5</td><td>68</td><td>96</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.6</td><td>81</td><td>112</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.7</td><td>36</td><td>41</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.8</td><td>23</td><td>26</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.9</td><td>67</td><td>94</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.10</td><td>21</td><td>22</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.11</td><td>30</td><td>33</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.12</td><td>27</td><td>32</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.13</td><td>39</td><td>51</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.14</td><td>40</td><td>58</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.15</td><td>72</td><td>100</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.16</td><td>97</td><td>150</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.17</td><td>49</td><td>66</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.18</td><td>84</td><td>116</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.19</td><td>20</td><td>22</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.20</td><td>12</td><td>13</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.21</td><td>37</td><td>44</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.22</td><td>60</td><td>85</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George</td><td>Washington.23</td><td>88</td><td>120</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1793</td><td>George</td><td>Washington.1</td><td>21</td><td>23</td><td>1</td><td>1793</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1793</td><td>George</td><td>Washington.2</td><td>33</td><td>41</td><td>1</td><td>1793</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1793</td><td>George</td><td>Washington.3</td><td>15</td><td>19</td><td>1</td><td>1793</td><td>Washington</td><td>George</td></tr></tbody></table>
768CHAPTER 4. CREATING A CORPUS AND BASIC MANIPULATIONS

<table>
  <tbody>
    <tr>
      <td>1793</td>
      <td>George Washington.4</td>
      <td>52</td>
      <td>64</td>
      <td>1</td>
      <td>1793 Washington</td>
      <td>George</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.1</td>
      <td>65</td>
      <td>83</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.2</td>
      <td>65</td>
      <td>97</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.3</td>
      <td>26</td>
      <td>33</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.4</td>
      <td>37</td>
      <td>48</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.5</td>
      <td>47</td>
      <td>56</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.6</td>
      <td>63</td>
      <td>102</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.7</td>
      <td>23</td>
      <td>26</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.8</td>
      <td>31</td>
      <td>39</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.9</td>
      <td>16</td>
      <td>17</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.10</td>
      <td>23</td>
      <td>30</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.11</td>
      <td>49</td>
      <td>66</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.12</td>
      <td>34</td>
      <td>40</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.13</td>
      <td>40</td>
      <td>56</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.14</td>
      <td>25</td>
      <td>27</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.15</td>
      <td>43</td>
      <td>58</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.16</td>
      <td>38</td>
      <td>50</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.17</td>
      <td>37</td>
      <td>58</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.18</td>
      <td>16</td>
      <td>17</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.19</td>
      <td>84</td>
      <td>123</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.20</td>
      <td>18</td>
      <td>21</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.21</td>
      <td>30</td>
      <td>35</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.22</td>
      <td>10</td>
      <td>10</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.23</td>
      <td>23</td>
      <td>28</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.24</td>
      <td>26</td>
      <td>33</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.25</td>
      <td>17</td>
      <td>17</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.26</td>
      <td>26</td>
      <td>36</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.27</td>
      <td>34</td>
      <td>46</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.28</td>
      <td>36</td>
      <td>51</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.29</td>
      <td>29</td>
      <td>45</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.30</td>
      <td>37</td>
      <td>42</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.31</td>
      <td>80</td>
      <td>128</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.32</td>
      <td>41</td>
      <td>61</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.33</td>
      <td>26</td>
      <td>28</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.34</td>
      <td>22</td>
      <td>30</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.35</td>
      <td>329</td>
      <td>808</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.36</td>
      <td>51</td>
      <td>75</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1797</td>
      <td>John Adams.37</td>
      <td>41</td>
      <td>58</td>
      <td>1</td>
      <td>1797 Adams</td>
      <td>John</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.1</td>
      <td>65</td>
      <td>96</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.2</td>
      <td>65</td>
      <td>98</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.3</td>
      <td>41</td>
      <td>50</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.4</td>
      <td>43</td>
      <td>58</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.5</td>
      <td>59</td>
      <td>87</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.6</td>
      <td>38</td>
      <td>56</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.7</td>
      <td>13</td>
      <td>16</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
    <tr>
      <td>1801</td>
      <td>Thomas Jefferson.8</td>
      <td>21</td>
      <td>22</td>
      <td>1</td>
      <td>1801 Jefferson</td>
      <td>Thomas</td>
    </tr>
  </tbody>
</table>
<table><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.9</td><td>39</td><td>49</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.10</td><td>51</td><td>71</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.11</td><td>10</td><td>12</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.12</td><td>12</td><td>12</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.13</td><td>8</td><td>10</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.14</td><td>42</td><td>46</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.15</td><td>56</td><td>77</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.17</td><td>11</td><td>14</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.18</td><td>29</td><td>40</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.19</td><td>16</td><td>16</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.20</td><td>12</td><td>13</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.21</td><td>14</td><td>14</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.23</td><td>20</td><td>25</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.24</td><td>104</td><td>178</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.25</td><td>42</td><td>54</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.26</td><td>17</td><td>20</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.27</td><td>36</td><td>46</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.28</td><td>20</td><td>23</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.29</td><td>146</td><td>271</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.30</td><td>22</td><td>23</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.31</td><td>15</td><td>17</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.32</td><td>45</td><td>66</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.33</td><td>13</td><td>15</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.34</td><td>39</td><td>51</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.35</td><td>50</td><td>64</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.36</td><td>10</td><td>10</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.37</td><td>23</td><td>23</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.38</td><td>34</td><td>38</td><td>1</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr></table>

### 4.4.3.2 Paragraphs

```
dat_inaug_corpus_para <- corpus_reshape.dat_inaug_corpus, to = "paragraphs")
dat_inaug_corpus_para
```

#### 4.4.3.2.1 Transform

## Corpus consisting of 45 documents and 3 docvars.

## 1789 George Washington.1 :

## "Fellow-Citizens of the Senate and of the House of Representa..."

##

## 1789 George Washington.2 :

## "Among the vicissitudes incident to life no event could have ..."

##

## 1789 George Washington.3 :

## "Such being the impressions under which I have, in obedience ..."

##
<table><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.5</td><td>226</td><td>446</td><td>6</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.6</td><td>143</td><td>264</td><td>7</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas</td><td>Jefferson.7</td><td>56</td><td>73</td><td>2</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.1</td><td>50</td><td>67</td><td>1</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.2</td><td>42</td><td>55</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.3</td><td>80</td><td>118</td><td>3</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.4</td><td>94</td><td>128</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.5</td><td>153</td><td>283</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.6</td><td>107</td><td>160</td><td>5</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.7</td><td>49</td><td>70</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.8</td><td>121</td><td>194</td><td>3</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.9</td><td>130</td><td>229</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.10</td><td>80</td><td>137</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.11</td><td>80</td><td>122</td><td>3</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.12</td><td>111</td><td>166</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.13</td><td>97</td><td>147</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.14</td><td>148</td><td>267</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas</td><td>Jefferson.15</td><td>132</td><td>238</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr></table>

### 4.4.3.2.3 Subset We can subset sentences with 10 or more words

```
dat_inaug_corpus Para_long <- corpus_subset.dat_inaug_corpus para, ntoken.dat_inaug_corpus para)
ndoc.dat_inaug_corpus para_long)
```

## [1] 44

```
summary.dat_inaug_corpus para_long)
```

## Corpus consisting of 44 documents, showing 44 documents:

<table><thead><tr><th>##</th><th></th><th>Text</th><th>Types</th><th>Tokens</th><th>Sentences</th><th>Year</th><th>President</th><th>First Name</th></tr></thead><tbody><tr><td>##</td><td>1789</td><td>George Washington.1</td><td>8</td><td>11</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George Washington.2</td><td>184</td><td>342</td><td>5</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George Washington.3</td><td>192</td><td>328</td><td>6</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George Washington.4</td><td>214</td><td>391</td><td>5</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George Washington.5</td><td>120</td><td>182</td><td>2</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George Washington.6</td><td>102</td><td>164</td><td>4</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1789</td><td>George Washington.7</td><td>88</td><td>120</td><td>1</td><td>1789</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1793</td><td>George Washington.1</td><td>47</td><td>64</td><td>2</td><td>1793</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td>1793</td><td>George Washington.2</td><td>61</td><td>83</td><td>2</td><td>1793</td><td>Washington</td><td>George</td></tr><tr><td>##</td><td></td><td>1797</td><td>John Adams.1</td><td>114</td><td>180</td><td>2</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td></td><td>1797</td><td>John Adams.2</td><td>88</td><td>137</td><td>3</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td></td><td>1797</td><td>John Adams.3</td><td>63</td><td>102</td><td>1</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td></td><td>1797</td><td>John Adams.4</td><td>60</td><td>82</td><td>3</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td></td><td>1797</td><td>John Adams.5</td><td>145</td><td>277</td><td>6</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td></td><td>1797</td><td>John Adams.6</td><td>62</td><td>108</td><td>2</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td></td><td>1797</td><td>John Adams.7</td><td>16</td><td>17</td><td>1</td><td>1797</td><td>Adams</td><td>John</td></tr></tbody></table>
<table><tr><td>##</td><td>1797</td><td>John Adams.</td><td>8</td><td>158</td><td>303</td><td>8</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td>1797</td><td>John Adams.</td><td>9</td><td>97</td><td>184</td><td>4</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td>1797</td><td>John Adams.</td><td>10</td><td>80</td><td>128</td><td>1</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td>1797</td><td>John Adams.</td><td>11</td><td>74</td><td>119</td><td>3</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td>1797</td><td>John Adams.</td><td>12</td><td>329</td><td>808</td><td>1</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td>1797</td><td>John Adams.</td><td>13</td><td>51</td><td>75</td><td>1</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td>1797</td><td>John Adams.</td><td>14</td><td>41</td><td>58</td><td>1</td><td>1797</td><td>Adams</td><td>John</td></tr><tr><td>##</td><td>1801</td><td>Thomas Jefferson.</td><td>2</td><td>166</td><td>297</td><td>4</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas Jefferson.</td><td>3</td><td>268</td><td>565</td><td>18</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas Jefferson.</td><td>4</td><td>145</td><td>277</td><td>4</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas Jefferson.</td><td>5</td><td>226</td><td>446</td><td>6</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas Jefferson.</td><td>6</td><td>143</td><td>264</td><td>7</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1801</td><td>Thomas Jefferson.</td><td>7</td><td>56</td><td>73</td><td>2</td><td>1801</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>1</td><td>50</td><td>67</td><td>1</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>2</td><td>42</td><td>55</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>3</td><td>80</td><td>118</td><td>3</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>4</td><td>94</td><td>128</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>5</td><td>153</td><td>283</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>6</td><td>107</td><td>160</td><td>5</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>7</td><td>49</td><td>70</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>8</td><td>121</td><td>194</td><td>3</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>9</td><td>130</td><td>229</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>10</td><td>80</td><td>137</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>11</td><td>80</td><td>122</td><td>3</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>12</td><td>111</td><td>166</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>13</td><td>97</td><td>147</td><td>2</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>14</td><td>148</td><td>267</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr><tr><td>##</td><td>1805</td><td>Thomas Jefferson.</td><td>15</td><td>132</td><td>238</td><td>4</td><td>1805</td><td>Jefferson</td><td>Thomas</td></tr></table>

### 4.4.3.3 Tokens

`tokens()` segments texts in a corpus into tokens (words or sentences) by word boundaries. We can remove punctuations or not

```
dat_inaug_corpus tok <- tokens (dat_inaug_corpus)
dat_inaug_corpus tok
```

#### 4.4.3.3.1 With punctuations

## Tokens consisting of 5 documents and 3 docvars.

## 1789 George Washington :

## [1] "Fellow-Citizens" "of" "the" "Senate"
## [5] "and" "of" "the" "House"
## [9] "of" "Representatives" ":" "Among"
## [ ... and 1,526 more ]

##
## 1793 George Washington :
## [1] "Fellow" "citizens" "," "I" "am" "again"
## [7] "called" "upon" "by" "the" "voice" "of"
## [ ... and 135 more ]
##
## 1797 John Adams :
## [1] "When" "it" "was" "first" "perceived" ","
## [7] "in" "early" "times" "," "that" "no"
## [ ... and 2,566 more ]
##
## 1801 Thomas Jefferson :
## [1] "Friends" "and" "Fellow" "Citizens" ":" "Called"
## [7] "upon" "to" "undertake" "the" "duties" "of"
## [ ... and 1,915 more ]
##
## 1805 Thomas Jefferson :
## [1] "Proceeding" "," "fellow" "citizens"
## [5] "," "to" "that" "qualification"
## [9] "which" "the" "Constitution" "requires"
## [ ... and 2,369 more ]

dat_inaug_corpus_tokens <- tokens (dat_inaug_corpus, remove_punct = TRUE)
dat_inaug_corpus_tokens

4.4.3.3.2 Without punctuations

## Tokens consisting of 5 documents and 3 docvars.
## 1789 George Washington :
## [1] "Fellow-Citizens" "of" "the" "Senate"
## [5] "and" "of" "the" "House"
## [9] "of" "Representatives" "Among" "the"
## [ ... and 1,418 more ]
##
## 1793 George Washington :
## [1] "Fellow" "citizens" "I" "am" "again" "called"
## [7] "upon" "by" "the" "voice" "of" "my"
## [ ... and 123 more ]
##
## 1797 John Adams :
## [1] "When" "it" "was" "first" "perceived" "in"
## [7] "early" "times" "that" "no" "middle" "course"
## [ ... and 2,306 more ]
##
## 1801 Thomas Jefferson :
## [1] "Friends" "and" "Fellow" "Citizens" "Called" "upon"
## [7] "to" "undertake" "the" "duties" "of" "the"
## [ ... and 1,714 more ]
##
## 1805 Thomas Jefferson :
## [1] "Proceeding" "fellow" "citizens" "to"
## [5] "that" "qualification" "which" "the"
## [9] "Constitution" "requires" "before" "my"
## [ ... and 2,154 more ]

4.4.3.4 Types

We can also generate types on the tokenised corpus (without punctuations)

dat_inaug_corpus_tokens_no_punct_types <- types (dat_inaug_corpus_tokens_no_punct)
dat_inaug_corpus_tokens_no_punct_types

## [1] "Fellow-Citizens" "of" "the"
## [4] "Senate" "and" "House"
## [7] "Representatives" "Among" "vicissitudes"
## [10] "incident" "to" "life"
## [13] "no" "event" "could"
## [16] "have" "filled" "me"
## [19] "with" "greater" "anxieties"
## [22] "than" "that" "which"
## [25] "notification" "was" "transmitted"
## [28] "by" "your" "order"
## [31] "received" "on" "14th"
## [34] "day" "present" "month"
## [37] "On" "one" "hand"
## [40] "I" "summoned" "my"
## [43] "Country" "whose" "voice"
## [46] "can" "never" "hear"
## [49] "but" "veneration" "love"
## [52] "from" "a" "retreat"
## [55] "had" "chosen" "fondest"
## [58] "predilection" "in" "flattering"
## [61] "hopes" "an" "immutable"
## [64] "decision" "as" "asylum"
## [67] "declining" "years" "rendered"
## [70] "every" "more" "necessary"
## [73] "well" "dear" "addition"
## [76] "habit" "inclination" "frequent"
## [79] "interruptions" "health" "gradual"
## [82] "waste" "committed" "it"
## [85] "time" "other" "magnitude"
## [88] "difficulty" "trust" "country"
## [91] "called" "being" "sufficient"
<table>
  <tr>
    <td>[94]</td>
    <td>"awaken"</td>
    <td>"wisest"</td>
    <td>"most"</td>
  </tr>
  <tr>
    <td>[97]</td>
    <td>"experienced"</td>
    <td>"her"</td>
    <td>"citizens"</td>
  </tr>
  <tr>
    <td>[100]</td>
    <td>"distrustful"</td>
    <td>"scrutiny"</td>
    <td>"into"</td>
  </tr>
  <tr>
    <td>[103]</td>
    <td>"his"</td>
    <td>"qualifications"</td>
    <td>"not"</td>
  </tr>
  <tr>
    <td>[106]</td>
    <td>"overwhelm"</td>
    <td>"despondence"</td>
    <td>"who"</td>
  </tr>
  <tr>
    <td>[109]</td>
    <td>"inheriting"</td>
    <td>"inferior"</td>
    <td>"endowments"</td>
  </tr>
  <tr>
    <td>[112]</td>
    <td>"nature"</td>
    <td>"unpracticed"</td>
    <td>"duties"</td>
  </tr>
  <tr>
    <td>[115]</td>
    <td>"civil"</td>
    <td>"administration"</td>
    <td>"ought"</td>
  </tr>
  <tr>
    <td>[118]</td>
    <td>"be"</td>
    <td>"peculiarly"</td>
    <td>"conscious"</td>
  </tr>
  <tr>
    <td>[121]</td>
    <td>"own"</td>
    <td>"deficiencies"</td>
    <td>"In"</td>
  </tr>
  <tr>
    <td>[124]</td>
    <td>"this"</td>
    <td>"conflict"</td>
    <td>"emotions"</td>
  </tr>
  <tr>
    <td>[127]</td>
    <td>"all"</td>
    <td>"dare"</td>
    <td>"aver"</td>
  </tr>
  <tr>
    <td>[130]</td>
    <td>"is"</td>
    <td>"has"</td>
    <td>"been"</td>
  </tr>
  <tr>
    <td>[133]</td>
    <td>"faithful"</td>
    <td>"study"</td>
    <td>"collect"</td>
  </tr>
  <tr>
    <td>[136]</td>
    <td>"duty"</td>
    <td>"just"</td>
    <td>"appreciation"</td>
  </tr>
  <tr>
    <td>[139]</td>
    <td>"circumstance"</td>
    <td>"might"</td>
    <td>"affected"</td>
  </tr>
  <tr>
    <td>[142]</td>
    <td>"All"</td>
    <td>"hope"</td>
    <td>"if"</td>
  </tr>
  <tr>
    <td>[145]</td>
    <td>"executing"</td>
    <td>"task"</td>
    <td>"too"</td>
  </tr>
  <tr>
    <td>[148]</td>
    <td>"much"</td>
    <td>"swayed"</td>
    <td>"grateful"</td>
  </tr>
  <tr>
    <td>[151]</td>
    <td>"remembrance"</td>
    <td>"former"</td>
    <td>"instances"</td>
  </tr>
  <tr>
    <td>[154]</td>
    <td>"or"</td>
    <td>"affectionate"</td>
    <td>"sensibility"</td>
  </tr>
  <tr>
    <td>[157]</td>
    <td>"transcendent"</td>
    <td>"proof"</td>
    <td>"confidence"</td>
  </tr>
  <tr>
    <td>[160]</td>
    <td>"fellow"</td>
    <td>"thence"</td>
    <td>"little"</td>
  </tr>
  <tr>
    <td>[163]</td>
    <td>"consulted"</td>
    <td>"incapacity"</td>
    <td>"disinclination"</td>
  </tr>
  <tr>
    <td>[166]</td>
    <td>"for"</td>
    <td>"weighty"</td>
    <td>"untried"</td>
  </tr>
  <tr>
    <td>[169]</td>
    <td>"cares"</td>
    <td>"before"</td>
    <td>"error"</td>
  </tr>
  <tr>
    <td>[172]</td>
    <td>"will"</td>
    <td>"palliated"</td>
    <td>"motives"</td>
  </tr>
  <tr>
    <td>[175]</td>
    <td>"mislead"</td>
    <td>"its"</td>
    <td>"consequences"</td>
  </tr>
  <tr>
    <td>[178]</td>
    <td>"judged"</td>
    <td>"some"</td>
    <td>"share"</td>
  </tr>
  <tr>
    <td>[181]</td>
    <td>"partiality"</td>
    <td>"they"</td>
    <td>"originated"</td>
  </tr>
  <tr>
    <td>[184]</td>
    <td>"Such"</td>
    <td>"impressions"</td>
    <td>"under"</td>
  </tr>
  <tr>
    <td>[187]</td>
    <td>"obedience"</td>
    <td>"public"</td>
    <td>"summons"</td>
  </tr>
  <tr>
    <td>[190]</td>
    <td>"repaired"</td>
    <td>"station"</td>
    <td>"would"</td>
  </tr>
  <tr>
    <td>[193]</td>
    <td>"improper"</td>
    <td>"omit"</td>
    <td>"first"</td>
  </tr>
  <tr>
    <td>[196]</td>
    <td>"official"</td>
    <td>"act"</td>
    <td>"fervent"</td>
  </tr>
  <tr>
    <td>[199]</td>
    <td>"supplications"</td>
    <td>"Almighty"</td>
    <td>"Being"</td>
  </tr>
  <tr>
    <td>[202]</td>
    <td>"rules"</td>
    <td>"over"</td>
    <td>"universe"</td>
  </tr>
  <tr>
    <td>[205]</td>
    <td>"presides"</td>
    <td>"councils"</td>
    <td>"nations"</td>
  </tr>
  <tr>
    <td>[208]</td>
    <td>"providential"</td>
    <td>"aids"</td>
    <td>"supply"</td>
  </tr>
  <tr>
    <td>[211]</td>
    <td>"human"</td>
    <td>"defect"</td>
    <td>"His"</td>
  </tr>
  <tr>
    <td>[214]</td>
    <td>"benediction"</td>
    <td>"may"</td>
    <td>"consecrate"</td>
  </tr>
  <tr>
    <td>[217]</td>
    <td>"liberties"</td>
    <td>"happiness"</td>
    <td>"people"</td>
  </tr>
  <tr>
    <td>[220]</td>
    <td>"United"</td>
    <td>"States"</td>
    <td>"Government"</td>
  </tr>
  <tr>
    <td>[223]</td>
    <td>"instituted"</td>
    <td>"themselves"</td>
    <td>"these"</td>
  </tr>
  <tr>
    <td>[226]</td>
    <td>"essential"</td>
    <td>"purposes"</td>
    <td>"enable"</td>
  </tr>
  <tr>
    <td>[229]</td>
    <td>"instrument"</td>
    <td>"employed"</td>
    <td>"execute"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[232]</td>
    <td>"success"</td>
    <td>"functions"</td>
    <td>"allotted"</td>
  </tr>
  <tr>
    <td>[235]</td>
    <td>"charge"</td>
    <td>"tendering"</td>
    <td>"homage"</td>
  </tr>
  <tr>
    <td>[238]</td>
    <td>"Great"</td>
    <td>"Author"</td>
    <td>"private"</td>
  </tr>
  <tr>
    <td>[241]</td>
    <td>"good"</td>
    <td>"assure"</td>
    <td>"myself"</td>
  </tr>
  <tr>
    <td>[244]</td>
    <td>"expresses"</td>
    <td>"sentiments"</td>
    <td>"less"</td>
  </tr>
  <tr>
    <td>[247]</td>
    <td>"nor"</td>
    <td>"those"</td>
    <td>"at"</td>
  </tr>
  <tr>
    <td>[250]</td>
    <td>"large"</td>
    <td>"either"</td>
    <td>"No"</td>
  </tr>
  <tr>
    <td>[253]</td>
    <td>"bound"</td>
    <td>"acknowledge"</td>
    <td>"adore"</td>
  </tr>
  <tr>
    <td>[256]</td>
    <td>"Invisible"</td>
    <td>"Hand"</td>
    <td>"conducts"</td>
  </tr>
  <tr>
    <td>[259]</td>
    <td>"affairs"</td>
    <td>"men"</td>
    <td>"Every"</td>
  </tr>
  <tr>
    <td>[262]</td>
    <td>"step"</td>
    <td>"advanced"</td>
    <td>"character"</td>
  </tr>
  <tr>
    <td>[265]</td>
    <td>"independent"</td>
    <td>"nation"</td>
    <td>"seems"</td>
  </tr>
  <tr>
    <td>[268]</td>
    <td>"distinguished"</td>
    <td>"token"</td>
    <td>"agency"</td>
  </tr>
  <tr>
    <td>[271]</td>
    <td>"important"</td>
    <td>"revolution"</td>
    <td>"accomplished"</td>
  </tr>
  <tr>
    <td>[274]</td>
    <td>"system"</td>
    <td>"their"</td>
    <td>"united"</td>
  </tr>
  <tr>
    <td>[277]</td>
    <td>"government"</td>
    <td>"tranquil"</td>
    <td>"deliberations"</td>
  </tr>
  <tr>
    <td>[280]</td>
    <td>"voluntary"</td>
    <td>"consent"</td>
    <td>"so"</td>
  </tr>
  <tr>
    <td>[283]</td>
    <td>"many"</td>
    <td>"distinct"</td>
    <td>"communities"</td>
  </tr>
  <tr>
    <td>[286]</td>
    <td>"resulted"</td>
    <td>"compared"</td>
    <td>"means"</td>
  </tr>
  <tr>
    <td>[289]</td>
    <td>"governments"</td>
    <td>"established"</td>
    <td>"without"</td>
  </tr>
  <tr>
    <td>[292]</td>
    <td>"return"</td>
    <td>"pious"</td>
    <td>"gratitude"</td>
  </tr>
  <tr>
    <td>[295]</td>
    <td>"along"</td>
    <td>"humble"</td>
    <td>"anticipation"</td>
  </tr>
  <tr>
    <td>[298]</td>
    <td>"future"</td>
    <td>"blessings"</td>
    <td>"past"</td>
  </tr>
  <tr>
    <td>[301]</td>
    <td>"seem"</td>
    <td>"presage"</td>
    <td>"These"</td>
  </tr>
  <tr>
    <td>[304]</td>
    <td>"reflections"</td>
    <td>"arising"</td>
    <td>"out"</td>
  </tr>
  <tr>
    <td>[307]</td>
    <td>"crisis"</td>
    <td>"forced"</td>
    <td>"strongly"</td>
  </tr>
  <tr>
    <td>[310]</td>
    <td>"mind"</td>
    <td>"suppressed"</td>
    <td>"You"</td>
  </tr>
  <tr>
    <td>[313]</td>
    <td>"join"</td>
    <td>"thinking"</td>
    <td>"there"</td>
  </tr>
  <tr>
    <td>[316]</td>
    <td>"are"</td>
    <td>"none"</td>
    <td>"influence"</td>
  </tr>
  <tr>
    <td>[319]</td>
    <td>"proceedings"</td>
    <td>"new"</td>
    <td>"free"</td>
  </tr>
  <tr>
    <td>[322]</td>
    <td>"auspiciously"</td>
    <td>"commence"</td>
    <td>"By"</td>
  </tr>
  <tr>
    <td>[325]</td>
    <td>"article"</td>
    <td>"establishing"</td>
    <td>"executive"</td>
  </tr>
  <tr>
    <td>[328]</td>
    <td>"department"</td>
    <td>"made"</td>
    <td>"President"</td>
  </tr>
  <tr>
    <td>[331]</td>
    <td>"recommend"</td>
    <td>"consideration"</td>
    <td>"such"</td>
  </tr>
  <tr>
    <td>[334]</td>
    <td>"measures"</td>
    <td>"he"</td>
    <td>"shall"</td>
  </tr>
  <tr>
    <td>[337]</td>
    <td>"judge"</td>
    <td>"expedient"</td>
    <td>"The"</td>
  </tr>
  <tr>
    <td>[340]</td>
    <td>"circumstances"</td>
    <td>"now"</td>
    <td>"meet"</td>
  </tr>
  <tr>
    <td>[343]</td>
    <td>"you"</td>
    <td>"acquit"</td>
    <td>"entering"</td>
  </tr>
  <tr>
    <td>[346]</td>
    <td>"subject"</td>
    <td>"further"</td>
    <td>"refer"</td>
  </tr>
  <tr>
    <td>[349]</td>
    <td>"great"</td>
    <td>"constitutional"</td>
    <td>"charter"</td>
  </tr>
  <tr>
    <td>[352]</td>
    <td>"assembled"</td>
    <td>"defining"</td>
    <td>"powers"</td>
  </tr>
  <tr>
    <td>[355]</td>
    <td>"designates"</td>
    <td>"objects"</td>
    <td>"attention"</td>
  </tr>
  <tr>
    <td>[358]</td>
    <td>"given"</td>
    <td>"It"</td>
    <td>"consistent"</td>
  </tr>
  <tr>
    <td>[361]</td>
    <td>"far"</td>
    <td>"congenial"</td>
    <td>"feelings"</td>
  </tr>
  <tr>
    <td>[364]</td>
    <td>"actuate"</td>
    <td>"substitute"</td>
    <td>"place"</td>
  </tr>
  <tr>
    <td>[367]</td>
    <td>"recommendation"</td>
    <td>"particular"</td>
    <td>"tribute"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[370]</td>
    <td>"due"</td>
    <td>"talents"</td>
    <td>"rectitude"</td>
  </tr>
  <tr>
    <td>[373]</td>
    <td>"patriotism"</td>
    <td>"adorn"</td>
    <td>"characters"</td>
  </tr>
  <tr>
    <td>[376]</td>
    <td>"selected"</td>
    <td>"devise"</td>
    <td>"adopt"</td>
  </tr>
  <tr>
    <td>[379]</td>
    <td>"them"</td>
    <td>"honorable"</td>
    <td>"behold"</td>
  </tr>
  <tr>
    <td>[382]</td>
    <td>"surest"</td>
    <td>"pledges"</td>
    <td>"side"</td>
  </tr>
  <tr>
    <td>[385]</td>
    <td>"local"</td>
    <td>"prejudices"</td>
    <td>"attachments"</td>
  </tr>
  <tr>
    <td>[388]</td>
    <td>"separate"</td>
    <td>"views"</td>
    <td>"party"</td>
  </tr>
  <tr>
    <td>[391]</td>
    <td>"animosities"</td>
    <td>"misdirect"</td>
    <td>"comprehensive"</td>
  </tr>
  <tr>
    <td>[394]</td>
    <td>"equal"</td>
    <td>"eye"</td>
    <td>"watch"</td>
  </tr>
  <tr>
    <td>[397]</td>
    <td>"assemblage"</td>
    <td>"interests"</td>
    <td>"another"</td>
  </tr>
  <tr>
    <td>[400]</td>
    <td>"foundation"</td>
    <td>"our"</td>
    <td>"national"</td>
  </tr>
  <tr>
    <td>[403]</td>
    <td>"policy"</td>
    <td>"laid"</td>
    <td>"pure"</td>
  </tr>
  <tr>
    <td>[406]</td>
    <td>"principles"</td>
    <td>"morality"</td>
    <td>"preeminence"</td>
  </tr>
  <tr>
    <td>[409]</td>
    <td>"exemplified"</td>
    <td>"attributes"</td>
    <td>"win"</td>
  </tr>
  <tr>
    <td>[412]</td>
    <td>"affections"</td>
    <td>"command"</td>
    <td>"respect"</td>
  </tr>
  <tr>
    <td>[415]</td>
    <td>"world"</td>
    <td>"dwell"</td>
    <td>"prospect"</td>
  </tr>
  <tr>
    <td>[418]</td>
    <td>"satisfaction"</td>
    <td>"ardent"</td>
    <td>"inspire"</td>
  </tr>
  <tr>
    <td>[421]</td>
    <td>"since"</td>
    <td>"truth"</td>
    <td>"thoroughly"</td>
  </tr>
  <tr>
    <td>[424]</td>
    <td>"exists"</td>
    <td>"economy"</td>
    <td>"course"</td>
  </tr>
  <tr>
    <td>[427]</td>
    <td>"indissoluble"</td>
    <td>"union"</td>
    <td>"between"</td>
  </tr>
  <tr>
    <td>[430]</td>
    <td>"virtue"</td>
    <td>"advantage"</td>
    <td>"genuine"</td>
  </tr>
  <tr>
    <td>[433]</td>
    <td>"maxims"</td>
    <td>"honest"</td>
    <td>"magnanimous"</td>
  </tr>
  <tr>
    <td>[436]</td>
    <td>"solid"</td>
    <td>"rewards"</td>
    <td>"prosperity"</td>
  </tr>
  <tr>
    <td>[439]</td>
    <td>"felicity"</td>
    <td>"we"</td>
    <td>"persuaded"</td>
  </tr>
  <tr>
    <td>[442]</td>
    <td>"propitious"</td>
    <td>"smiles"</td>
    <td>"Heaven"</td>
  </tr>
  <tr>
    <td>[445]</td>
    <td>"expected"</td>
    <td>"disregards"</td>
    <td>"eternal"</td>
  </tr>
  <tr>
    <td>[448]</td>
    <td>"right"</td>
    <td>"itself"</td>
    <td>"ordained"</td>
  </tr>
  <tr>
    <td>[451]</td>
    <td>"preservation"</td>
    <td>"sacred"</td>
    <td>"fire"</td>
  </tr>
  <tr>
    <td>[454]</td>
    <td>"liberty"</td>
    <td>"destiny"</td>
    <td>"republican"</td>
  </tr>
  <tr>
    <td>[457]</td>
    <td>"model"</td>
    <td>"justly"</td>
    <td>"considered"</td>
  </tr>
  <tr>
    <td>[460]</td>
    <td>"perhaps"</td>
    <td>"deeply"</td>
    <td>"finally"</td>
  </tr>
  <tr>
    <td>[463]</td>
    <td>"staked"</td>
    <td>"experiment"</td>
    <td>"entrusted"</td>
  </tr>
  <tr>
    <td>[466]</td>
    <td>"hands"</td>
    <td>"American"</td>
    <td>"Besides"</td>
  </tr>
  <tr>
    <td>[469]</td>
    <td>"ordinary"</td>
    <td>"submitted"</td>
    <td>"care"</td>
  </tr>
  <tr>
    <td>[472]</td>
    <td>"remain"</td>
    <td>"judgment"</td>
    <td>"decide"</td>
  </tr>
  <tr>
    <td>[475]</td>
    <td>"how"</td>
    <td>"exercise"</td>
    <td>"occasional"</td>
  </tr>
  <tr>
    <td>[478]</td>
    <td>"power"</td>
    <td>"delegated"</td>
    <td>"fifth"</td>
  </tr>
  <tr>
    <td>[481]</td>
    <td>"Constitution"</td>
    <td>"juncture"</td>
    <td>"objections"</td>
  </tr>
  <tr>
    <td>[484]</td>
    <td>"urged"</td>
    <td>"against"</td>
    <td>"degree"</td>
  </tr>
  <tr>
    <td>[487]</td>
    <td>"inquietude"</td>
    <td>"birth"</td>
    <td>"Instead"</td>
  </tr>
  <tr>
    <td>[490]</td>
    <td>"undertaking"</td>
    <td>"recommendations"</td>
    <td>"guided"</td>
  </tr>
  <tr>
    <td>[493]</td>
    <td>"lights"</td>
    <td>"derived"</td>
    <td>"opportunities"</td>
  </tr>
  <tr>
    <td>[496]</td>
    <td>"again"</td>
    <td>"give"</td>
    <td>"way"</td>
  </tr>
  <tr>
    <td>[499]</td>
    <td>"entire"</td>
    <td>"discernment"</td>
    <td>"pursuit"</td>
  </tr>
  <tr>
    <td>[502]</td>
    <td>"whilst"</td>
    <td>"carefully"</td>
    <td>"avoid"</td>
  </tr>
  <tr>
    <td>[505]</td>
    <td>"alteration"</td>
    <td>"endanger"</td>
    <td>"benefits"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[508]</td>
    <td>"effective"</td>
    <td>"await"</td>
    <td>"lessons"</td>
  </tr>
  <tr>
    <td>[511]</td>
    <td>"experience"</td>
    <td>"reverence"</td>
    <td>"characteristic"</td>
  </tr>
  <tr>
    <td>[514]</td>
    <td>"rights"</td>
    <td>"freemen"</td>
    <td>"regard"</td>
  </tr>
  <tr>
    <td>[517]</td>
    <td>"harmony"</td>
    <td>"sufficiently"</td>
    <td>"question"</td>
  </tr>
  <tr>
    <td>[520]</td>
    <td>"impregnably"</td>
    <td>"fortified"</td>
    <td>"latter"</td>
  </tr>
  <tr>
    <td>[523]</td>
    <td>"safely"</td>
    <td>"advantageously"</td>
    <td>"promoted"</td>
  </tr>
  <tr>
    <td>[526]</td>
    <td>"To"</td>
    <td>"foregoing"</td>
    <td>"observations"</td>
  </tr>
  <tr>
    <td>[529]</td>
    <td>"add"</td>
    <td>"properly"</td>
    <td>"addressed"</td>
  </tr>
  <tr>
    <td>[532]</td>
    <td>"concerns"</td>
    <td>"therefore"</td>
    <td>"brief"</td>
  </tr>
  <tr>
    <td>[535]</td>
    <td>"possible"</td>
    <td>"When"</td>
    <td>"honored"</td>
  </tr>
  <tr>
    <td>[538]</td>
    <td>"call"</td>
    <td>"service"</td>
    <td>"then"</td>
  </tr>
  <tr>
    <td>[541]</td>
    <td>"eve"</td>
    <td>"arduous"</td>
    <td>"struggle"</td>
  </tr>
  <tr>
    <td>[544]</td>
    <td>"light"</td>
    <td>"contemplated"</td>
    <td>"required"</td>
  </tr>
  <tr>
    <td>[547]</td>
    <td>"should"</td>
    <td>"renounce"</td>
    <td>"pecuniary"</td>
  </tr>
  <tr>
    <td>[550]</td>
    <td>"compensation"</td>
    <td>"From"</td>
    <td>"resolution"</td>
  </tr>
  <tr>
    <td>[553]</td>
    <td>"instance"</td>
    <td>"departed"</td>
    <td>"still"</td>
  </tr>
  <tr>
    <td>[556]</td>
    <td>"produced"</td>
    <td>"must"</td>
    <td>"decline"</td>
  </tr>
  <tr>
    <td>[559]</td>
    <td>"inapplicable"</td>
    <td>"any"</td>
    <td>"personal"</td>
  </tr>
  <tr>
    <td>[562]</td>
    <td>"emoluments"</td>
    <td>"indispensably"</td>
    <td>"included"</td>
  </tr>
  <tr>
    <td>[565]</td>
    <td>"permanent"</td>
    <td>"provision"</td>
    <td>"accordingly"</td>
  </tr>
  <tr>
    <td>[568]</td>
    <td>"pray"</td>
    <td>"estimates"</td>
    <td>"am"</td>
  </tr>
  <tr>
    <td>[571]</td>
    <td>"placed"</td>
    <td>"during"</td>
    <td>"continuance"</td>
  </tr>
  <tr>
    <td>[574]</td>
    <td>"limited"</td>
    <td>"actual"</td>
    <td>"expenditures"</td>
  </tr>
  <tr>
    <td>[577]</td>
    <td>"thought"</td>
    <td>"require"</td>
    <td>"Having"</td>
  </tr>
  <tr>
    <td>[580]</td>
    <td>"thus"</td>
    <td>"imparted"</td>
    <td>"awakened"</td>
  </tr>
  <tr>
    <td>[583]</td>
    <td>"occasion"</td>
    <td>"brings"</td>
    <td>"us"</td>
  </tr>
  <tr>
    <td>[586]</td>
    <td>"together"</td>
    <td>"take"</td>
    <td>"leave"</td>
  </tr>
  <tr>
    <td>[589]</td>
    <td>"resorting"</td>
    <td>"once"</td>
    <td>"benign"</td>
  </tr>
  <tr>
    <td>[592]</td>
    <td>"Parent"</td>
    <td>"Human"</td>
    <td>"Race"</td>
  </tr>
  <tr>
    <td>[595]</td>
    <td>"supplication"</td>
    <td>"He"</td>
    <td>"pleased"</td>
  </tr>
  <tr>
    <td>[598]</td>
    <td>"favor"</td>
    <td>"deliberating"</td>
    <td>"perfect"</td>
  </tr>
  <tr>
    <td>[601]</td>
    <td>"tranquillity"</td>
    <td>"dispositions"</td>
    <td>"deciding"</td>
  </tr>
  <tr>
    <td>[604]</td>
    <td>"unparalleled"</td>
    <td>"unanimity"</td>
    <td>"form"</td>
  </tr>
  <tr>
    <td>[607]</td>
    <td>"security"</td>
    <td>"advancement"</td>
    <td>"divine"</td>
  </tr>
  <tr>
    <td>[610]</td>
    <td>"blessing"</td>
    <td>"equally"</td>
    <td>"conspicuous"</td>
  </tr>
  <tr>
    <td>[613]</td>
    <td>"enlarged"</td>
    <td>"temperate"</td>
    <td>"consultations"</td>
  </tr>
  <tr>
    <td>[616]</td>
    <td>"wise"</td>
    <td>"depend"</td>
    <td>"Fellow"</td>
  </tr>
  <tr>
    <td>[619]</td>
    <td>"upon"</td>
    <td>"Chief"</td>
    <td>"Magistrate"</td>
  </tr>
  <tr>
    <td>[622]</td>
    <td>"proper"</td>
    <td>"arrive"</td>
    <td>"endeavor"</td>
  </tr>
  <tr>
    <td>[625]</td>
    <td>"express"</td>
    <td>"high"</td>
    <td>"sense"</td>
  </tr>
  <tr>
    <td>[628]</td>
    <td>"entertain"</td>
    <td>"honor"</td>
    <td>"reposed"</td>
  </tr>
  <tr>
    <td>[631]</td>
    <td>"America"</td>
    <td>"Previous"</td>
    <td>"execution"</td>
  </tr>
  <tr>
    <td>[634]</td>
    <td>"requires"</td>
    <td>"oath"</td>
    <td>"office"</td>
  </tr>
  <tr>
    <td>[637]</td>
    <td>"This"</td>
    <td>"about"</td>
    <td>"presence"</td>
  </tr>
  <tr>
    <td>[640]</td>
    <td>"That"</td>
    <td>"found"</td>
    <td>"violated"</td>
  </tr>
  <tr>
    <td>[643]</td>
    <td>"willingly"</td>
    <td>"knowingly"</td>
    <td>"injunctions"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[646]</td>
    <td>"thereof"</td>
    <td>"besides"</td>
    <td>"incurring"</td>
  </tr>
  <tr>
    <td>[649]</td>
    <td>"punishment"</td>
    <td>"upbraidings"</td>
    <td>"witnesses"</td>
  </tr>
  <tr>
    <td>[652]</td>
    <td>"solemn"</td>
    <td>"ceremony"</td>
    <td>"perceived"</td>
  </tr>
  <tr>
    <td>[655]</td>
    <td>"early"</td>
    <td>"times"</td>
    <td>"middle"</td>
  </tr>
  <tr>
    <td>[658]</td>
    <td>"remained"</td>
    <td>"unlimited"</td>
    <td>"submission"</td>
  </tr>
  <tr>
    <td>[661]</td>
    <td>"foreign"</td>
    <td>"legislature"</td>
    <td>"total"</td>
  </tr>
  <tr>
    <td>[664]</td>
    <td>"independence"</td>
    <td>"claims"</td>
    <td>"reflection"</td>
  </tr>
  <tr>
    <td>[667]</td>
    <td>"were"</td>
    <td>"apprehensive"</td>
    <td>"danger"</td>
  </tr>
  <tr>
    <td>[670]</td>
    <td>"formidable"</td>
    <td>"fleets"</td>
    <td>"armies"</td>
  </tr>
  <tr>
    <td>[673]</td>
    <td>"determine"</td>
    <td>"resist"</td>
    <td>"contests"</td>
  </tr>
  <tr>
    <td>[676]</td>
    <td>"dissensions"</td>
    <td>"certainly"</td>
    <td>"arise"</td>
  </tr>
  <tr>
    <td>[679]</td>
    <td>"concerning"</td>
    <td>"forms"</td>
    <td>"whole"</td>
  </tr>
  <tr>
    <td>[682]</td>
    <td>"parts"</td>
    <td>"extensive"</td>
    <td>"Relying"</td>
  </tr>
  <tr>
    <td>[685]</td>
    <td>"however"</td>
    <td>"purity"</td>
    <td>"intentions"</td>
  </tr>
  <tr>
    <td>[688]</td>
    <td>"justice"</td>
    <td>"cause"</td>
    <td>"integrity"</td>
  </tr>
  <tr>
    <td>[691]</td>
    <td>"intelligence"</td>
    <td>"overruling"</td>
    <td>"Providence"</td>
  </tr>
  <tr>
    <td>[694]</td>
    <td>"signally"</td>
    <td>"protected"</td>
    <td>"representatives"</td>
  </tr>
  <tr>
    <td>[697]</td>
    <td>"consisting"</td>
    <td>"half"</td>
    <td>"number"</td>
  </tr>
  <tr>
    <td>[700]</td>
    <td>"only"</td>
    <td>"broke"</td>
    <td>"pieces"</td>
  </tr>
  <tr>
    <td>[703]</td>
    <td>"chains"</td>
    <td>"forging"</td>
    <td>"rod"</td>
  </tr>
  <tr>
    <td>[706]</td>
    <td>"iron"</td>
    <td>"lifted"</td>
    <td>"up"</td>
  </tr>
  <tr>
    <td>[709]</td>
    <td>"frankly"</td>
    <td>"cut"</td>
    <td>"asunder"</td>
  </tr>
  <tr>
    <td>[712]</td>
    <td>"ties"</td>
    <td>"launched"</td>
    <td>"ocean"</td>
  </tr>
  <tr>
    <td>[715]</td>
    <td>"uncertainty"</td>
    <td>"zeal"</td>
    <td>"ardor"</td>
  </tr>
  <tr>
    <td>[718]</td>
    <td>"Revolutionary"</td>
    <td>"war"</td>
    <td>"supplying"</td>
  </tr>
  <tr>
    <td>[721]</td>
    <td>"commanded"</td>
    <td>"least"</td>
    <td>"temporary"</td>
  </tr>
  <tr>
    <td>[724]</td>
    <td>"society"</td>
    <td>"Confederation"</td>
    <td>"felt"</td>
  </tr>
  <tr>
    <td>[727]</td>
    <td>"prepared"</td>
    <td>"models"</td>
    <td>"Batavian"</td>
  </tr>
  <tr>
    <td>[730]</td>
    <td>"Helvetic"</td>
    <td>"confederacies"</td>
    <td>"examples"</td>
  </tr>
  <tr>
    <td>[733]</td>
    <td>"detail"</td>
    <td>"precision"</td>
    <td>"history"</td>
  </tr>
  <tr>
    <td>[736]</td>
    <td>"ones"</td>
    <td>"ever"</td>
    <td>"But"</td>
  </tr>
  <tr>
    <td>[739]</td>
    <td>"reflecting"</td>
    <td>"striking"</td>
    <td>"difference"</td>
  </tr>
  <tr>
    <td>[742]</td>
    <td>"particulars"</td>
    <td>"where"</td>
    <td>"courier"</td>
  </tr>
  <tr>
    <td>[745]</td>
    <td>"go"</td>
    <td>"seat"</td>
    <td>"frontier"</td>
  </tr>
  <tr>
    <td>[748]</td>
    <td>"single"</td>
    <td>"foreseen"</td>
    <td>"assisted"</td>
  </tr>
  <tr>
    <td>[751]</td>
    <td>"Congress"</td>
    <td>"formation"</td>
    <td>"durable"</td>
  </tr>
  <tr>
    <td>[754]</td>
    <td>"Negligence"</td>
    <td>"regulations"</td>
    <td>"inattention"</td>
  </tr>
  <tr>
    <td>[757]</td>
    <td>"disobedience"</td>
    <td>"authority"</td>
    <td>"individuals"</td>
  </tr>
  <tr>
    <td>[760]</td>
    <td>"soon"</td>
    <td>"appeared"</td>
    <td>"melancholy"</td>
  </tr>
  <tr>
    <td>[763]</td>
    <td>"universal"</td>
    <td>"languor"</td>
    <td>"jealousies"</td>
  </tr>
  <tr>
    <td>[766]</td>
    <td>"rivalries"</td>
    <td>"navigation"</td>
    <td>"commerce"</td>
  </tr>
  <tr>
    <td>[769]</td>
    <td>"discouragement"</td>
    <td>"manufactures"</td>
    <td>"fall"</td>
  </tr>
  <tr>
    <td>[772]</td>
    <td>"value"</td>
    <td>"lands"</td>
    <td>"produce"</td>
  </tr>
  <tr>
    <td>[775]</td>
    <td>"contempt"</td>
    <td>"faith"</td>
    <td>"loss"</td>
  </tr>
  <tr>
    <td>[778]</td>
    <td>"credit"</td>
    <td>"length"</td>
    <td>"discontents"</td>
  </tr>
  <tr>
    <td>[781]</td>
    <td>"combinations"</td>
    <td>"partial"</td>
    <td>"conventions"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[784]</td>
    <td>"insurrection"</td>
    <td>"threatening"</td>
    <td>"calamity"</td>
  </tr>
  <tr>
    <td>[787]</td>
    <td>"dangerous"</td>
    <td>"abandoned"</td>
    <td>"usual"</td>
  </tr>
  <tr>
    <td>[790]</td>
    <td>"Measures"</td>
    <td>"pursued"</td>
    <td>"concert"</td>
  </tr>
  <tr>
    <td>[793]</td>
    <td>"plan"</td>
    <td>"establish"</td>
    <td>"insure"</td>
  </tr>
  <tr>
    <td>[796]</td>
    <td>"domestic"</td>
    <td>"provide"</td>
    <td>"common"</td>
  </tr>
  <tr>
    <td>[799]</td>
    <td>"defense"</td>
    <td>"promote"</td>
    <td>"general"</td>
  </tr>
  <tr>
    <td>[802]</td>
    <td>"welfare"</td>
    <td>"secure"</td>
    <td>"disquisitions"</td>
  </tr>
  <tr>
    <td>[805]</td>
    <td>"discussions"</td>
    <td>"issued"</td>
    <td>"happy"</td>
  </tr>
  <tr>
    <td>[808]</td>
    <td>"Employed"</td>
    <td>"abroad"</td>
    <td>"transactions"</td>
  </tr>
  <tr>
    <td>[811]</td>
    <td>"saw"</td>
    <td>"Irritated"</td>
    <td>"literary"</td>
  </tr>
  <tr>
    <td>[814]</td>
    <td>"altercation"</td>
    <td>"Animated"</td>
    <td>"debate"</td>
  </tr>
  <tr>
    <td>[817]</td>
    <td>"heated"</td>
    <td>"animosity"</td>
    <td>"read"</td>
  </tr>
  <tr>
    <td>[820]</td>
    <td>"result"</td>
    <td>"heads"</td>
    <td>"prompted"</td>
  </tr>
  <tr>
    <td>[823]</td>
    <td>"hearts"</td>
    <td>"better"</td>
    <td>"adapted"</td>
  </tr>
  <tr>
    <td>[826]</td>
    <td>"genius"</td>
    <td>"situation"</td>
    <td>"relations"</td>
  </tr>
  <tr>
    <td>[829]</td>
    <td>"proposed"</td>
    <td>"suggested"</td>
    <td>"outlines"</td>
  </tr>
  <tr>
    <td>[832]</td>
    <td>"conformable"</td>
    <td>"esteemed"</td>
    <td>"native"</td>
  </tr>
  <tr>
    <td>[835]</td>
    <td>"State"</td>
    <td>"contributed"</td>
    <td>"Claiming"</td>
  </tr>
  <tr>
    <td>[838]</td>
    <td>"suffrage"</td>
    <td>"fellow-citizens"</td>
    <td>"adoption"</td>
  </tr>
  <tr>
    <td>[841]</td>
    <td>"rejection"</td>
    <td>"constitution"</td>
    <td>"rule"</td>
  </tr>
  <tr>
    <td>[844]</td>
    <td>"posterity"</td>
    <td>"theirs"</td>
    <td>"did"</td>
  </tr>
  <tr>
    <td>[847]</td>
    <td>"hesitate"</td>
    <td>"approbation"</td>
    <td>"occasions"</td>
  </tr>
  <tr>
    <td>[850]</td>
    <td>"objection"</td>
    <td>"Executive"</td>
    <td>"Nor"</td>
  </tr>
  <tr>
    <td>[853]</td>
    <td>"entertained"</td>
    <td>"promoting"</td>
    <td>"see"</td>
  </tr>
  <tr>
    <td>[856]</td>
    <td>"feel"</td>
    <td>"legislatures"</td>
    <td>"according"</td>
  </tr>
  <tr>
    <td>[859]</td>
    <td>"ordain"</td>
    <td>"Returning"</td>
    <td>"bosom"</td>
  </tr>
  <tr>
    <td>[862]</td>
    <td>"after"</td>
    <td>"painful"</td>
    <td>"separation"</td>
  </tr>
  <tr>
    <td>[865]</td>
    <td>"ten"</td>
    <td>"elected"</td>
    <td>"things"</td>
  </tr>
  <tr>
    <td>[868]</td>
    <td>"repeatedly"</td>
    <td>"serious"</td>
    <td>"obligations"</td>
  </tr>
  <tr>
    <td>[871]</td>
    <td>"support"</td>
    <td>"operation"</td>
    <td>"equaled"</td>
  </tr>
  <tr>
    <td>[874]</td>
    <td>"sanguine"</td>
    <td>"expectations"</td>
    <td>"friends"</td>
  </tr>
  <tr>
    <td>[877]</td>
    <td>"habitual"</td>
    <td>"delight"</td>
    <td>"effects"</td>
  </tr>
  <tr>
    <td>[880]</td>
    <td>"peace"</td>
    <td>"acquired"</td>
    <td>"attachment"</td>
  </tr>
  <tr>
    <td>[883]</td>
    <td>"What"</td>
    <td>"indeed"</td>
    <td>"deserve"</td>
  </tr>
  <tr>
    <td>[886]</td>
    <td>"esteem"</td>
    <td>"There"</td>
    <td>"solidity"</td>
  </tr>
  <tr>
    <td>[889]</td>
    <td>"ancient"</td>
    <td>"idea"</td>
    <td>"congregations"</td>
  </tr>
  <tr>
    <td>[892]</td>
    <td>"cities"</td>
    <td>"pleasing"</td>
    <td>"sight"</td>
  </tr>
  <tr>
    <td>[895]</td>
    <td>"superior"</td>
    <td>"intelligences"</td>
    <td>"very"</td>
  </tr>
  <tr>
    <td>[898]</td>
    <td>"certain"</td>
    <td>"benevolent"</td>
    <td>"spectacle"</td>
  </tr>
  <tr>
    <td>[901]</td>
    <td>"presented"</td>
    <td>"noble"</td>
    <td>"majestic"</td>
  </tr>
  <tr>
    <td>[904]</td>
    <td>"august"</td>
    <td>"assembly"</td>
    <td>"like"</td>
  </tr>
  <tr>
    <td>[907]</td>
    <td>"often"</td>
    <td>"seen"</td>
    <td>"Chamber"</td>
  </tr>
  <tr>
    <td>[910]</td>
    <td>"branches"</td>
    <td>"Legislature"</td>
    <td>"exercised"</td>
  </tr>
  <tr>
    <td>[913]</td>
    <td>"regular"</td>
    <td>"periods"</td>
    <td>"neighbors"</td>
  </tr>
  <tr>
    <td>[916]</td>
    <td>"make"</td>
    <td>"laws"</td>
    <td>"Can"</td>
  </tr>
  <tr>
    <td>[919]</td>
    <td>"anything"</td>
    <td>"mere"</td>
    <td>"ornament"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[922]</td>
    <td>"decoration"</td>
    <td>"added"</td>
    <td>"robes"</td>
  </tr>
  <tr>
    <td>[925]</td>
    <td>"diamonds"</td>
    <td>"amiable"</td>
    <td>"respectable"</td>
  </tr>
  <tr>
    <td>[928]</td>
    <td>"when"</td>
    <td>"descends"</td>
    <td>"accidents"</td>
  </tr>
  <tr>
    <td>[931]</td>
    <td>"institutions"</td>
    <td>"remote"</td>
    <td>"antiquity"</td>
  </tr>
  <tr>
    <td>[934]</td>
    <td>"springs"</td>
    <td>"fresh"</td>
    <td>"judgments"</td>
  </tr>
  <tr>
    <td>[937]</td>
    <td>"enlightened"</td>
    <td>"For"</td>
    <td>"represented"</td>
  </tr>
  <tr>
    <td>[940]</td>
    <td>"majesty"</td>
    <td>"reflected"</td>
    <td>"legitimate"</td>
  </tr>
  <tr>
    <td>[943]</td>
    <td>"whatever"</td>
    <td>"appear"</td>
    <td>"existence"</td>
  </tr>
  <tr>
    <td>[946]</td>
    <td>"ours"</td>
    <td>"full"</td>
    <td>"dissemination"</td>
  </tr>
  <tr>
    <td>[949]</td>
    <td>"knowledge"</td>
    <td>"throughout"</td>
    <td>"body"</td>
  </tr>
  <tr>
    <td>[952]</td>
    <td>"And"</td>
    <td>"what"</td>
    <td>"object"</td>
  </tr>
  <tr>
    <td>[955]</td>
    <td>"If"</td>
    <td>"pride"</td>
    <td>"justifiable"</td>
  </tr>
  <tr>
    <td>[958]</td>
    <td>"excusable"</td>
    <td>"riches"</td>
    <td>"grandeur"</td>
  </tr>
  <tr>
    <td>[961]</td>
    <td>"glory"</td>
    <td>"conviction"</td>
    <td>"innocence"</td>
  </tr>
  <tr>
    <td>[964]</td>
    <td>"information"</td>
    <td>"benevolence"</td>
    <td>"midst"</td>
  </tr>
  <tr>
    <td>[967]</td>
    <td>"ideas"</td>
    <td>"unfaithful"</td>
    <td>"ourselves"</td>
  </tr>
  <tr>
    <td>[970]</td>
    <td>"lose"</td>
    <td>"extraneous"</td>
    <td>"infect"</td>
  </tr>
  <tr>
    <td>[973]</td>
    <td>"fair"</td>
    <td>"virtuous"</td>
    <td>"elections"</td>
  </tr>
  <tr>
    <td>[976]</td>
    <td>"election"</td>
    <td>"determined"</td>
    <td>"majority"</td>
  </tr>
  <tr>
    <td>[979]</td>
    <td>"vote"</td>
    <td>"procured"</td>
    <td>"through"</td>
  </tr>
  <tr>
    <td>[982]</td>
    <td>"artifice"</td>
    <td>"corruption"</td>
    <td>"choice"</td>
  </tr>
  <tr>
    <td>[985]</td>
    <td>"ends"</td>
    <td>"solitary"</td>
    <td>"obtained"</td>
  </tr>
  <tr>
    <td>[988]</td>
    <td>"flattery"</td>
    <td>"menaces"</td>
    <td>"fraud"</td>
  </tr>
  <tr>
    <td>[991]</td>
    <td>"violence"</td>
    <td>"terror"</td>
    <td>"intrigue"</td>
  </tr>
  <tr>
    <td>[994]</td>
    <td>"venality"</td>
    <td>"govern"</td>
    <td>"candid"</td>
  </tr>
  <tr>
    <td>[997]</td>
    <td>"cases"</td>
    <td>"boast"</td>
    <td>"lot"</td>
  </tr>
  <tr>
    <td>[1000]</td>
    <td>"chance"</td>
    <td>"interesting"</td>
    <td>"abuses"</td>
  </tr>
  <tr>
    <td>[1003]</td>
    <td>"exposed"</td>
    <td>"exhibited"</td>
    <td>"admiration"</td>
  </tr>
  <tr>
    <td>[1006]</td>
    <td>"anxiety"</td>
    <td>"eight"</td>
    <td>"citizen"</td>
  </tr>
  <tr>
    <td>[1009]</td>
    <td>"long"</td>
    <td>"actions"</td>
    <td>"regulated"</td>
  </tr>
  <tr>
    <td>[1012]</td>
    <td>"prudence"</td>
    <td>"temperance"</td>
    <td>"fortitude"</td>
  </tr>
  <tr>
    <td>[1015]</td>
    <td>"conducting"</td>
    <td>"inspired"</td>
    <td>"same"</td>
  </tr>
  <tr>
    <td>[1018]</td>
    <td>"virtues"</td>
    <td>"increasing"</td>
    <td>"wealth"</td>
  </tr>
  <tr>
    <td>[1021]</td>
    <td>"unexampled"</td>
    <td>"merited"</td>
    <td>"highest"</td>
  </tr>
  <tr>
    <td>[1024]</td>
    <td>"praises"</td>
    <td>"secured"</td>
    <td>"immortal"</td>
  </tr>
  <tr>
    <td>[1027]</td>
    <td>"retirement"</td>
    <td>"live"</td>
    <td>"enjoy"</td>
  </tr>
  <tr>
    <td>[1030]</td>
    <td>"delicious"</td>
    <td>"recollection"</td>
    <td>"services"</td>
  </tr>
  <tr>
    <td>[1033]</td>
    <td>"mankind"</td>
    <td>"fruits"</td>
    <td>"himself"</td>
  </tr>
  <tr>
    <td>[1036]</td>
    <td>"daily"</td>
    <td>"splendid"</td>
    <td>"fortunes"</td>
  </tr>
  <tr>
    <td>[1039]</td>
    <td>"opening"</td>
    <td>"year"</td>
    <td>"name"</td>
  </tr>
  <tr>
    <td>[1042]</td>
    <td>"rampart"</td>
    <td>"lives"</td>
    <td>"bulwark"</td>
  </tr>
  <tr>
    <td>[1045]</td>
    <td>"open"</td>
    <td>"secret"</td>
    <td>"enemies"</td>
  </tr>
  <tr>
    <td>[1048]</td>
    <td>"country's"</td>
    <td>"example"</td>
    <td>"recommended"</td>
  </tr>
  <tr>
    <td>[1051]</td>
    <td>"imitation"</td>
    <td>"successors"</td>
    <td>"both"</td>
  </tr>
  <tr>
    <td>[1054]</td>
    <td>"Houses"</td>
    <td>"become"</td>
    <td>"silent"</td>
  </tr>
  <tr>
    <td>[1057]</td>
    <td>"speak"</td>
    <td>"diffidence"</td>
    <td>"something"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[1060]</td>
    <td>"admitted"</td>
    <td>"apology"</td>
    <td>"venture"</td>
  </tr>
  <tr>
    <td>[1063]</td>
    <td>"say"</td>
    <td>"preference"</td>
    <td>"principle"</td>
  </tr>
  <tr>
    <td>[1066]</td>
    <td>"formed"</td>
    <td>"diligent"</td>
    <td>"impartial"</td>
  </tr>
  <tr>
    <td>[1069]</td>
    <td>"inquiry"</td>
    <td>"conscientious"</td>
    <td>"determination"</td>
  </tr>
  <tr>
    <td>[1072]</td>
    <td>"until"</td>
    <td>"altered"</td>
    <td>"wishes"</td>
  </tr>
  <tr>
    <td>[1075]</td>
    <td>"expressed"</td>
    <td>"mode"</td>
    <td>"prescribed"</td>
  </tr>
  <tr>
    <td>[1078]</td>
    <td>"respectful"</td>
    <td>"constitutions"</td>
    <td>"individual"</td>
  </tr>
  <tr>
    <td>[1081]</td>
    <td>"constant"</td>
    <td>"caution"</td>
    <td>"delicacy"</td>
  </tr>
  <tr>
    <td>[1084]</td>
    <td>"toward"</td>
    <td>"interest"</td>
    <td>"Union"</td>
  </tr>
  <tr>
    <td>[1087]</td>
    <td>"northern"</td>
    <td>"southern"</td>
    <td>"eastern"</td>
  </tr>
  <tr>
    <td>[1090]</td>
    <td>"western"</td>
    <td>"position"</td>
    <td>"various"</td>
  </tr>
  <tr>
    <td>[1093]</td>
    <td>"political"</td>
    <td>"opinions"</td>
    <td>"unessential"</td>
  </tr>
  <tr>
    <td>[1096]</td>
    <td>"points"</td>
    <td>"parties"</td>
    <td>"denominations"</td>
  </tr>
  <tr>
    <td>[1099]</td>
    <td>"science"</td>
    <td>"letters"</td>
    <td>"wish"</td>
  </tr>
  <tr>
    <td>[1102]</td>
    <td>"patronize"</td>
    <td>"rational"</td>
    <td>"effort"</td>
  </tr>
  <tr>
    <td>[1105]</td>
    <td>"encourage"</td>
    <td>"schools"</td>
    <td>"colleges"</td>
  </tr>
  <tr>
    <td>[1108]</td>
    <td>"universities"</td>
    <td>"academies"</td>
    <td>"institution"</td>
  </tr>
  <tr>
    <td>[1111]</td>
    <td>"propagating"</td>
    <td>"religion"</td>
    <td>"among"</td>
  </tr>
  <tr>
    <td>[1114]</td>
    <td>"classes"</td>
    <td>"stages"</td>
    <td>"preserving"</td>
  </tr>
  <tr>
    <td>[1117]</td>
    <td>"natural"</td>
    <td>"spirit"</td>
    <td>"sophistry"</td>
  </tr>
  <tr>
    <td>[1120]</td>
    <td>"profligacy"</td>
    <td>"pestilence"</td>
    <td>"angel"</td>
  </tr>
  <tr>
    <td>[1123]</td>
    <td>"destruction"</td>
    <td>"elective"</td>
    <td>"humanity"</td>
  </tr>
  <tr>
    <td>[1126]</td>
    <td>"interior"</td>
    <td>"improve"</td>
    <td>"agriculture"</td>
  </tr>
  <tr>
    <td>[1129]</td>
    <td>"manufacturers"</td>
    <td>"necessity"</td>
    <td>"convenience"</td>
  </tr>
  <tr>
    <td>[1132]</td>
    <td>"equity"</td>
    <td>"aboriginal"</td>
    <td>"disposition"</td>
  </tr>
  <tr>
    <td>[1135]</td>
    <td>"meliorate"</td>
    <td>"condition"</td>
    <td>"inclining"</td>
  </tr>
  <tr>
    <td>[1138]</td>
    <td>"friendly"</td>
    <td>"inflexible"</td>
    <td>"maintain"</td>
  </tr>
  <tr>
    <td>[1141]</td>
    <td>"inviolable"</td>
    <td>"neutrality"</td>
    <td>"impartiality"</td>
  </tr>
  <tr>
    <td>[1144]</td>
    <td>"belligerent"</td>
    <td>"Europe"</td>
    <td>"adopted"</td>
  </tr>
  <tr>
    <td>[1147]</td>
    <td>"solemnly"</td>
    <td>"sanctioned"</td>
    <td>"applauded"</td>
  </tr>
  <tr>
    <td>[1150]</td>
    <td>"opinion"</td>
    <td>"otherwise"</td>
    <td>"French"</td>
  </tr>
  <tr>
    <td>[1153]</td>
    <td>"residence"</td>
    <td>"seven"</td>
    <td>"chiefly"</td>
  </tr>
  <tr>
    <td>[1156]</td>
    <td>"sincere"</td>
    <td>"desire"</td>
    <td>"preserve"</td>
  </tr>
  <tr>
    <td>[1159]</td>
    <td>"friendship"</td>
    <td>"while"</td>
    <td>"internal"</td>
  </tr>
  <tr>
    <td>[1162]</td>
    <td>"sentiment"</td>
    <td>"energies"</td>
    <td>"preserved"</td>
  </tr>
  <tr>
    <td>[1165]</td>
    <td>"earnest"</td>
    <td>"investigate"</td>
    <td>"remove"</td>
  </tr>
  <tr>
    <td>[1168]</td>
    <td>"colorable"</td>
    <td>"pretense"</td>
    <td>"complaint"</td>
  </tr>
  <tr>
    <td>[1171]</td>
    <td>"intention"</td>
    <td>"pursue"</td>
    <td>"amicable"</td>
  </tr>
  <tr>
    <td>[1174]</td>
    <td>"negotiation"</td>
    <td>"reparation"</td>
    <td>"injuries"</td>
  </tr>
  <tr>
    <td>[1177]</td>
    <td>"lay"</td>
    <td>"facts"</td>
    <td>"consider"</td>
  </tr>
  <tr>
    <td>[1180]</td>
    <td>"constituents"</td>
    <td>"demand"</td>
    <td>"do"</td>
  </tr>
  <tr>
    <td>[1183]</td>
    <td>"unshaken"</td>
    <td>"resources"</td>
    <td>"hazarded"</td>
  </tr>
  <tr>
    <td>[1186]</td>
    <td>"deceived"</td>
    <td>"elevated"</td>
    <td>"destinies"</td>
  </tr>
  <tr>
    <td>[1189]</td>
    <td>"founded"</td>
    <td>"moral"</td>
    <td>"intellectual"</td>
  </tr>
  <tr>
    <td>[1192]</td>
    <td>"improvements"</td>
    <td>"engraven"</td>
    <td>"obscured"</td>
  </tr>
  <tr>
    <td>[1195]</td>
    <td>"exalted"</td>
    <td>"age"</td>
    <td>"profess"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[1198]</td>
    <td>"Christians"</td>
    <td>"fixed"</td>
    <td>"decent"</td>
  </tr>
  <tr>
    <td>[1201]</td>
    <td>"Christianity"</td>
    <td>"best"</td>
    <td>"comply"</td>
  </tr>
  <tr>
    <td>[1204]</td>
    <td>"strenuous"</td>
    <td>"sagacious"</td>
    <td>"injunction"</td>
  </tr>
  <tr>
    <td>[1207]</td>
    <td>"two"</td>
    <td>"effect"</td>
    <td>"With"</td>
  </tr>
  <tr>
    <td>[1210]</td>
    <td>"pledged"</td>
    <td>"doubt"</td>
    <td>"energy"</td>
  </tr>
  <tr>
    <td>[1213]</td>
    <td>"hesitation"</td>
    <td>"utmost"</td>
    <td>"supreme"</td>
  </tr>
  <tr>
    <td>[1216]</td>
    <td>"Patron"</td>
    <td>"Order"</td>
    <td>"Fountain"</td>
  </tr>
  <tr>
    <td>[1219]</td>
    <td>"Justice"</td>
    <td>"Protector"</td>
    <td>"ages"</td>
  </tr>
  <tr>
    <td>[1222]</td>
    <td>"continue"</td>
    <td>"duration"</td>
    <td>"providence"</td>
  </tr>
  <tr>
    <td>[1225]</td>
    <td>"Friends"</td>
    <td>"Citizens"</td>
    <td>"Called"</td>
  </tr>
  <tr>
    <td>[1228]</td>
    <td>"undertake"</td>
    <td>"avail"</td>
    <td>"portion"</td>
  </tr>
  <tr>
    <td>[1231]</td>
    <td>"here"</td>
    <td>"thanks"</td>
    <td>"look"</td>
  </tr>
  <tr>
    <td>[1234]</td>
    <td>"declare"</td>
    <td>"consciousness"</td>
    <td>"above"</td>
  </tr>
  <tr>
    <td>[1237]</td>
    <td>"approach"</td>
    <td>"anxious"</td>
    <td>"awful"</td>
  </tr>
  <tr>
    <td>[1240]</td>
    <td>"presentiments"</td>
    <td>"greatness"</td>
    <td>"weakness"</td>
  </tr>
  <tr>
    <td>[1243]</td>
    <td>"A"</td>
    <td>"rising"</td>
    <td>"spread"</td>
  </tr>
  <tr>
    <td>[1246]</td>
    <td>"wide"</td>
    <td>"fruitful"</td>
    <td>"land"</td>
  </tr>
  <tr>
    <td>[1249]</td>
    <td>"traversing"</td>
    <td>"seas"</td>
    <td>"rich"</td>
  </tr>
  <tr>
    <td>[1252]</td>
    <td>"productions"</td>
    <td>"industry"</td>
    <td>"engaged"</td>
  </tr>
  <tr>
    <td>[1255]</td>
    <td>"forget"</td>
    <td>"advancing"</td>
    <td>"rapidly"</td>
  </tr>
  <tr>
    <td>[1258]</td>
    <td>"beyond"</td>
    <td>"reach"</td>
    <td>"mortal"</td>
  </tr>
  <tr>
    <td>[1261]</td>
    <td>"contemplate"</td>
    <td>"beloved"</td>
    <td>"issue"</td>
  </tr>
  <tr>
    <td>[1264]</td>
    <td>"auspices"</td>
    <td>"shrink"</td>
    <td>"contemplation"</td>
  </tr>
  <tr>
    <td>[1267]</td>
    <td>"Utterly"</td>
    <td>"despair"</td>
    <td>"whom"</td>
  </tr>
  <tr>
    <td>[1270]</td>
    <td>"remind"</td>
    <td>"authorities"</td>
    <td>"provided"</td>
  </tr>
  <tr>
    <td>[1273]</td>
    <td>"find"</td>
    <td>"wisdom"</td>
    <td>"rely"</td>
  </tr>
  <tr>
    <td>[1276]</td>
    <td>"difficulties"</td>
    <td>"gentlemen"</td>
    <td>"charged"</td>
  </tr>
  <tr>
    <td>[1279]</td>
    <td>"sovereign"</td>
    <td>"legislation"</td>
    <td>"associated"</td>
  </tr>
  <tr>
    <td>[1282]</td>
    <td>"encouragement"</td>
    <td>"guidance"</td>
    <td>"steer"</td>
  </tr>
  <tr>
    <td>[1285]</td>
    <td>"safety"</td>
    <td>"vessel"</td>
    <td>"embarked"</td>
  </tr>
  <tr>
    <td>[1288]</td>
    <td>"amidst"</td>
    <td>"conflicting"</td>
    <td>"elements"</td>
  </tr>
  <tr>
    <td>[1291]</td>
    <td>"troubled"</td>
    <td>"During"</td>
    <td>"contest"</td>
  </tr>
  <tr>
    <td>[1294]</td>
    <td>"passed"</td>
    <td>"animation"</td>
    <td>"exertions"</td>
  </tr>
  <tr>
    <td>[1297]</td>
    <td>"sometimes"</td>
    <td>"worn"</td>
    <td>"aspect"</td>
  </tr>
  <tr>
    <td>[1300]</td>
    <td>"impose"</td>
    <td>"strangers"</td>
    <td>"unused"</td>
  </tr>
  <tr>
    <td>[1303]</td>
    <td>"think"</td>
    <td>"freely"</td>
    <td>"write"</td>
  </tr>
  <tr>
    <td>[1306]</td>
    <td>"decided"</td>
    <td>"announced"</td>
    <td>"arrange"</td>
  </tr>
  <tr>
    <td>[1309]</td>
    <td>"law"</td>
    <td>"unite"</td>
    <td>"efforts"</td>
  </tr>
  <tr>
    <td>[1312]</td>
    <td>"bear"</td>
    <td>"though"</td>
    <td>"prevail"</td>
  </tr>
  <tr>
    <td>[1315]</td>
    <td>"rightful"</td>
    <td>"reasonable"</td>
    <td>"minority"</td>
  </tr>
  <tr>
    <td>[1318]</td>
    <td>"possess"</td>
    <td>"protect"</td>
    <td>"violate"</td>
  </tr>
  <tr>
    <td>[1321]</td>
    <td>"oppression"</td>
    <td>"Let"</td>
    <td>"heart"</td>
  </tr>
  <tr>
    <td>[1324]</td>
    <td>"restore"</td>
    <td>"social"</td>
    <td>"intercourse"</td>
  </tr>
  <tr>
    <td>[1327]</td>
    <td>"affection"</td>
    <td>"even"</td>
    <td>"dreary"</td>
  </tr>
  <tr>
    <td>[1330]</td>
    <td>"let"</td>
    <td>"reflect"</td>
    <td>"having"</td>
  </tr>
  <tr>
    <td>[1333]</td>
    <td>"banished"</td>
    <td>"religious"</td>
    <td>"intolerance"</td>
  </tr>
</table>
[1336] "bled"

[1339] "gained"

[1342] "wicked"

[1345] "bloody"

[1348] "convulsions"

[1351] "infuriated"

[1354] "blood"

[1357] "wonderful"

[1360] "distant"

[1363] "feared"

[1366] "We"

[1369] "brethren"

[1372] "dissolve"

[1375] "undisturbed"

[1378] "reason"

[1381] "know"

[1384] "enough"

[1387] "successful"

[1390] "firm"

[1393] "world's"

[1396] "believe"

[1399] "earth"

[1402] "invasions"

[1405] "said"

[1408] "angels"

[1411] "answer"

[1414] "Republican"

[1417] "separated"

[1420] "quarter"

[1423] "endure"

[1426] "room"

[1429] "generation"

[1432] "faculties"

[1435] "professed"

[1438] "honesty"

[1441] "dispensations"

[1444] "hereafter"

[1447] "thing"

[1450] "injuring"

[1453] "improvement"

[1456] "bread"

[1459] "close"

[1462] "About"

[1465] "everything"

[1468] "deem"

[1471] "Administration"

"suffered"

"countenance"

"capable"

"persecutions"

"agonizing"

"man"

"slaughter"

"agitation"

"peaceful"

"others"

"different"

"Republicans"

"change"

"monuments"

"left"

"fear"

"patriot"

"abandon"

"theoretic"

"possibility"

"contrary"

"fly"

"concern"

"trusted"

"kings"

"courage"

"representative"

"exterminating"

"globe"

"degradations"

"descendants"

"entertaining"

"acquisitions"

"practiced"

"acknowledging"

"proves"

"prosperous"

"frugal"

"regulate"

"mouth"

"earned"

"circle"

"enter"

"valuable"

"consequently"

"compress"

"yet"

"despotic"

"bitter"

"throes"

"spasms"

"seeking"

"long-lost"

"billows"

"shore"

"divide"

"names"

"Federalists"

"stand"

"tolerated"

"combat"

"strong"

"tide"

"kept"

"visionary"

"want"

"strongest"

"standard"

"Sometimes"

"Or"

"him"

"Federal"

"Kindly"

"havoc"

"high-minded"

"possessing"

"thousandth"

"use"

"resulting"

"inculcating"

"adoring"

"delights"

"Still"

"restrain"

"pursuits"

"labor"

"sum"

"felicities"

"comprehend"

"understand"

"shape"

"within"
<table>
  <tr>
    <td>[1474]</td>
    <td>"narrowest"</td>
    <td>"compass"</td>
    <td>"stating"</td>
  </tr>
  <tr>
    <td>[1477]</td>
    <td>"limitations"</td>
    <td>"Equal"</td>
    <td>"exact"</td>
  </tr>
  <tr>
    <td>[1480]</td>
    <td>"state"</td>
    <td>"persuasion"</td>
    <td>"entangling"</td>
  </tr>
  <tr>
    <td>[1483]</td>
    <td>"alliances"</td>
    <td>"competent"</td>
    <td>"administrations"</td>
  </tr>
  <tr>
    <td>[1486]</td>
    <td>"bulwarks"</td>
    <td>"antirepublican"</td>
    <td>"tendencies"</td>
  </tr>
  <tr>
    <td>[1489]</td>
    <td>"General"</td>
    <td>"vigor"</td>
    <td>"sheet"</td>
  </tr>
  <tr>
    <td>[1492]</td>
    <td>"anchor"</td>
    <td>"home"</td>
    <td>"jealous"</td>
  </tr>
  <tr>
    <td>[1495]</td>
    <td>"mild"</td>
    <td>"safe"</td>
    <td>"corrective"</td>
  </tr>
  <tr>
    <td>[1498]</td>
    <td>"lopped"</td>
    <td>"sword"</td>
    <td>"peaceable"</td>
  </tr>
  <tr>
    <td>[1501]</td>
    <td>"remedies"</td>
    <td>"unprovided"</td>
    <td>"absolute"</td>
  </tr>
  <tr>
    <td>[1504]</td>
    <td>"acquiescence"</td>
    <td>"decisions"</td>
    <td>"vital"</td>
  </tr>
  <tr>
    <td>[1507]</td>
    <td>"republics"</td>
    <td>"appeal"</td>
    <td>"force"</td>
  </tr>
  <tr>
    <td>[1510]</td>
    <td>"immediate"</td>
    <td>"parent"</td>
    <td>"despotism"</td>
  </tr>
  <tr>
    <td>[1513]</td>
    <td>"disciplined"</td>
    <td>"militia"</td>
    <td>"reliance"</td>
  </tr>
  <tr>
    <td>[1516]</td>
    <td>"moments"</td>
    <td>"till"</td>
    <td>"regulars"</td>
  </tr>
  <tr>
    <td>[1519]</td>
    <td>"relieve"</td>
    <td>"supremacy"</td>
    <td>"military"</td>
  </tr>
  <tr>
    <td>[1522]</td>
    <td>"expense"</td>
    <td>"lightly"</td>
    <td>"burthened"</td>
  </tr>
  <tr>
    <td>[1525]</td>
    <td>"payment"</td>
    <td>"debts"</td>
    <td>"handmaid"</td>
  </tr>
  <tr>
    <td>[1528]</td>
    <td>"diffusion"</td>
    <td>"arraignment"</td>
    <td>"bar"</td>
  </tr>
  <tr>
    <td>[1531]</td>
    <td>"freedom"</td>
    <td>"press"</td>
    <td>"person"</td>
  </tr>
  <tr>
    <td>[1534]</td>
    <td>"protection"</td>
    <td>"habeas"</td>
    <td>"corpus"</td>
  </tr>
  <tr>
    <td>[1537]</td>
    <td>"trial"</td>
    <td>"juries"</td>
    <td>"impartially"</td>
  </tr>
  <tr>
    <td>[1540]</td>
    <td>"bright"</td>
    <td>"constellation"</td>
    <td>"gone"</td>
  </tr>
  <tr>
    <td>[1543]</td>
    <td>"steps"</td>
    <td>"reformation"</td>
    <td>"sages"</td>
  </tr>
  <tr>
    <td>[1546]</td>
    <td>"heroes"</td>
    <td>"devoted"</td>
    <td>"attainment"</td>
  </tr>
  <tr>
    <td>[1549]</td>
    <td>"They"</td>
    <td>"creed"</td>
    <td>"text"</td>
  </tr>
  <tr>
    <td>[1552]</td>
    <td>"civic"</td>
    <td>"instruction"</td>
    <td>"touchstone"</td>
  </tr>
  <tr>
    <td>[1555]</td>
    <td>"try"</td>
    <td>"wander"</td>
    <td>"alarm"</td>
  </tr>
  <tr>
    <td>[1558]</td>
    <td>"hasten"</td>
    <td>"retrace"</td>
    <td>"regain"</td>
  </tr>
  <tr>
    <td>[1561]</td>
    <td>"road"</td>
    <td>"alone"</td>
    <td>"leads"</td>
  </tr>
  <tr>
    <td>[1564]</td>
    <td>"repair"</td>
    <td>"post"</td>
    <td>"assigned"</td>
  </tr>
  <tr>
    <td>[1567]</td>
    <td>"subordinate"</td>
    <td>"offices"</td>
    <td>"greatest"</td>
  </tr>
  <tr>
    <td>[1570]</td>
    <td>"learnt"</td>
    <td>"expect"</td>
    <td>"rarely"</td>
  </tr>
  <tr>
    <td>[1573]</td>
    <td>"imperfect"</td>
    <td>"retire"</td>
    <td>"reputation"</td>
  </tr>
  <tr>
    <td>[1576]</td>
    <td>"bring"</td>
    <td>"Without"</td>
    <td>"pretensions"</td>
  </tr>
  <tr>
    <td>[1579]</td>
    <td>"revolutionary"</td>
    <td>"preeminent"</td>
    <td>"entitled"</td>
  </tr>
  <tr>
    <td>[1582]</td>
    <td>"destined"</td>
    <td>"fairest"</td>
    <td>"page"</td>
  </tr>
  <tr>
    <td>[1585]</td>
    <td>"volume"</td>
    <td>"ask"</td>
    <td>"firmness"</td>
  </tr>
  <tr>
    <td>[1588]</td>
    <td>"legal"</td>
    <td>"wrong"</td>
    <td>"positions"</td>
  </tr>
  <tr>
    <td>[1591]</td>
    <td>"view"</td>
    <td>"ground"</td>
    <td>"indulgence"</td>
  </tr>
  <tr>
    <td>[1594]</td>
    <td>"errors"</td>
    <td>"intentional"</td>
    <td>"condemn"</td>
  </tr>
  <tr>
    <td>[1597]</td>
    <td>"implied"</td>
    <td>"consolation"</td>
    <td>"solicitude"</td>
  </tr>
  <tr>
    <td>[1600]</td>
    <td>"retain"</td>
    <td>"bestowed"</td>
    <td>"advance"</td>
  </tr>
  <tr>
    <td>[1603]</td>
    <td>"conciliate"</td>
    <td>"doing"</td>
    <td>"instrumental"</td>
  </tr>
  <tr>
    <td>[1606]</td>
    <td>"patronage"</td>
    <td>"work"</td>
    <td>"ready"</td>
  </tr>
  <tr>
    <td>[1609]</td>
    <td>"whenever"</td>
    <td>"sensible"</td>
    <td>"Infinite"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[1612]</td>
    <td>"Power"</td>
    <td>"lead"</td>
    <td>"favorable"</td>
  </tr>
  <tr>
    <td>[1615]</td>
    <td>"Proceeding"</td>
    <td>"qualification"</td>
    <td>"entrance"</td>
  </tr>
  <tr>
    <td>[1618]</td>
    <td>"conferred"</td>
    <td>"deep"</td>
    <td>"inspires"</td>
  </tr>
  <tr>
    <td>[1621]</td>
    <td>"conduct"</td>
    <td>"satisfy"</td>
    <td>"taking"</td>
  </tr>
  <tr>
    <td>[1624]</td>
    <td>"declared"</td>
    <td>"believed"</td>
    <td>"administer"</td>
  </tr>
  <tr>
    <td>[1627]</td>
    <td>"Commonwealth"</td>
    <td>"MY"</td>
    <td>"conscience"</td>
  </tr>
  <tr>
    <td>[1630]</td>
    <td>"tells"</td>
    <td>"acted"</td>
    <td>"declaration"</td>
  </tr>
  <tr>
    <td>[1633]</td>
    <td>"obvious"</td>
    <td>"import"</td>
    <td>"understanding"</td>
  </tr>
  <tr>
    <td>[1636]</td>
    <td>"transaction"</td>
    <td>"endeavored"</td>
    <td>"cultivate"</td>
  </tr>
  <tr>
    <td>[1639]</td>
    <td>"especially"</td>
    <td>"done"</td>
    <td>"favored"</td>
  </tr>
  <tr>
    <td>[1642]</td>
    <td>"lawful"</td>
    <td>"cherished"</td>
    <td>"mutual"</td>
  </tr>
  <tr>
    <td>[1645]</td>
    <td>"terms"</td>
    <td>"firmly"</td>
    <td>"convinced"</td>
  </tr>
  <tr>
    <td>[1648]</td>
    <td>"soundly"</td>
    <td>"calculated"</td>
    <td>"inseparable"</td>
  </tr>
  <tr>
    <td>[1651]</td>
    <td>"bears"</td>
    <td>"witness"</td>
    <td>"fact"</td>
  </tr>
  <tr>
    <td>[1654]</td>
    <td>"word"</td>
    <td>"recourse"</td>
    <td>"armaments"</td>
  </tr>
  <tr>
    <td>[1657]</td>
    <td>"wars"</td>
    <td>"bridle"</td>
    <td>"At"</td>
  </tr>
  <tr>
    <td>[1660]</td>
    <td>"whether"</td>
    <td>"ill"</td>
    <td>"suppression"</td>
  </tr>
  <tr>
    <td>[1663]</td>
    <td>"unnecessary"</td>
    <td>"useless"</td>
    <td>"establishments"</td>
  </tr>
  <tr>
    <td>[1666]</td>
    <td>"expenses"</td>
    <td>"enabled"</td>
    <td>"discontinue"</td>
  </tr>
  <tr>
    <td>[1669]</td>
    <td>"taxes"</td>
    <td>"covering"</td>
    <td>"officers"</td>
  </tr>
  <tr>
    <td>[1672]</td>
    <td>"doors"</td>
    <td>"intrusions"</td>
    <td>"already"</td>
  </tr>
  <tr>
    <td>[1675]</td>
    <td>"begun"</td>
    <td>"process"</td>
    <td>"domiciliary"</td>
  </tr>
  <tr>
    <td>[1678]</td>
    <td>"vexation"</td>
    <td>"entered"</td>
    <td>"scarcely"</td>
  </tr>
  <tr>
    <td>[1681]</td>
    <td>"restrained"</td>
    <td>"reaching"</td>
    <td>"successively"</td>
  </tr>
  <tr>
    <td>[1684]</td>
    <td>"property"</td>
    <td>"minor"</td>
    <td>"fell"</td>
  </tr>
  <tr>
    <td>[1687]</td>
    <td>"inconvenient"</td>
    <td>"because"</td>
    <td>"amount"</td>
  </tr>
  <tr>
    <td>[1690]</td>
    <td>"paid"</td>
    <td>"collected"</td>
    <td>"merit"</td>
  </tr>
  <tr>
    <td>[1693]</td>
    <td>"instead"</td>
    <td>"approved"</td>
    <td>"remaining"</td>
  </tr>
  <tr>
    <td>[1696]</td>
    <td>"revenue"</td>
    <td>"consumption"</td>
    <td>"articles"</td>
  </tr>
  <tr>
    <td>[1699]</td>
    <td>"afford"</td>
    <td>"luxuries"</td>
    <td>"comforts"</td>
  </tr>
  <tr>
    <td>[1702]</td>
    <td>"seaboard"</td>
    <td>"frontiers"</td>
    <td>"incorporated"</td>
  </tr>
  <tr>
    <td>[1705]</td>
    <td>"mercantile"</td>
    <td>"pleasure"</td>
    <td>"farmer"</td>
  </tr>
  <tr>
    <td>[1708]</td>
    <td>"mechanic"</td>
    <td>"laborer"</td>
    <td>"sees"</td>
  </tr>
  <tr>
    <td>[1711]</td>
    <td>"taxgatherer"</td>
    <td>"contributions"</td>
    <td>"current"</td>
  </tr>
  <tr>
    <td>[1714]</td>
    <td>"fulfill"</td>
    <td>"contracts"</td>
    <td>"extinguish"</td>
  </tr>
  <tr>
    <td>[1717]</td>
    <td>"soil"</td>
    <td>"limits"</td>
    <td>"extend"</td>
  </tr>
  <tr>
    <td>[1720]</td>
    <td>"apply"</td>
    <td>"surplus"</td>
    <td>"places"</td>
  </tr>
  <tr>
    <td>[1723]</td>
    <td>"short"</td>
    <td>"final"</td>
    <td>"redemption"</td>
  </tr>
  <tr>
    <td>[1726]</td>
    <td>"effected"</td>
    <td>"thereby"</td>
    <td>"liberated"</td>
  </tr>
  <tr>
    <td>[1729]</td>
    <td>"repartition"</td>
    <td>"corresponding"</td>
    <td>"amendment"</td>
  </tr>
  <tr>
    <td>[1732]</td>
    <td>"applied"</td>
    <td>"rivers"</td>
    <td>"canals"</td>
  </tr>
  <tr>
    <td>[1735]</td>
    <td>"roads"</td>
    <td>"arts"</td>
    <td>"education"</td>
  </tr>
  <tr>
    <td>[1738]</td>
    <td>"each"</td>
    <td>"injustice"</td>
    <td>"increased"</td>
  </tr>
  <tr>
    <td>[1741]</td>
    <td>"population"</td>
    <td>"aided"</td>
    <td>"reserved"</td>
  </tr>
  <tr>
    <td>[1744]</td>
    <td>"encroaching"</td>
    <td>"generations"</td>
    <td>"burthening"</td>
  </tr>
  <tr>
    <td>[1747]</td>
    <td>"War"</td>
    <td>"suspension"</td>
    <td>"useful"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[1750]</td>
    <td>"works"</td>
    <td>"progress"</td>
    <td>"income"</td>
  </tr>
  <tr>
    <td>[1753]</td>
    <td>"extension"</td>
    <td>"possibly"</td>
    <td>"pay"</td>
  </tr>
  <tr>
    <td>[1756]</td>
    <td>"meantime"</td>
    <td>"keep"</td>
    <td>"down"</td>
  </tr>
  <tr>
    <td>[1759]</td>
    <td>"accruing"</td>
    <td>"events"</td>
    <td>"replace"</td>
  </tr>
  <tr>
    <td>[1762]</td>
    <td>"advances"</td>
    <td>"acquisition"</td>
    <td>"Louisiana"</td>
  </tr>
  <tr>
    <td>[1765]</td>
    <td>"disapproved"</td>
    <td>"apprehension"</td>
    <td>"enlargement"</td>
  </tr>
  <tr>
    <td>[1768]</td>
    <td>"territory"</td>
    <td>"limit"</td>
    <td>"extent"</td>
  </tr>
  <tr>
    <td>[1771]</td>
    <td>"federative"</td>
    <td>"operate"</td>
    <td>"effectively"</td>
  </tr>
  <tr>
    <td>[1774]</td>
    <td>"larger"</td>
    <td>"association"</td>
    <td>"shaken"</td>
  </tr>
  <tr>
    <td>[1777]</td>
    <td>"passions"</td>
    <td>"opposite"</td>
    <td>"bank"</td>
  </tr>
  <tr>
    <td>[1780]</td>
    <td>"Mississippi"</td>
    <td>"settled"</td>
    <td>"children"</td>
  </tr>
  <tr>
    <td>[1783]</td>
    <td>"family"</td>
    <td>"likely"</td>
    <td>"matters"</td>
  </tr>
  <tr>
    <td>[1786]</td>
    <td>"undertaken"</td>
    <td>"prescribe"</td>
    <td>"exercises"</td>
  </tr>
  <tr>
    <td>[1789]</td>
    <td>"suited"</td>
    <td>"direction"</td>
    <td>"discipline"</td>
  </tr>
  <tr>
    <td>[1792]</td>
    <td>"church"</td>
    <td>"acknowledged"</td>
    <td>"several"</td>
  </tr>
  <tr>
    <td>[1795]</td>
    <td>"societies"</td>
    <td>"inhabitants"</td>
    <td>"countries"</td>
  </tr>
  <tr>
    <td>[1798]</td>
    <td>"regarded"</td>
    <td>"commiseration"</td>
    <td>"Endowed"</td>
  </tr>
  <tr>
    <td>[1801]</td>
    <td>"breathing"</td>
    <td>"occupying"</td>
    <td>"stream"</td>
  </tr>
  <tr>
    <td>[1804]</td>
    <td>"overflowing"</td>
    <td>"regions"</td>
    <td>"directed"</td>
  </tr>
  <tr>
    <td>[1807]</td>
    <td>"shores"</td>
    <td>"divert"</td>
    <td>"habits"</td>
  </tr>
  <tr>
    <td>[1810]</td>
    <td>"contend"</td>
    <td>"overwhelmed"</td>
    <td>"driven"</td>
  </tr>
  <tr>
    <td>[1813]</td>
    <td>"reduced"</td>
    <td>"narrow"</td>
    <td>"hunter's"</td>
  </tr>
  <tr>
    <td>[1816]</td>
    <td>"enjoins"</td>
    <td>"teach"</td>
    <td>"prepare"</td>
  </tr>
  <tr>
    <td>[1819]</td>
    <td>"bodily"</td>
    <td>"adds"</td>
    <td>"morals"</td>
  </tr>
  <tr>
    <td>[1822]</td>
    <td>"liberally"</td>
    <td>"furnished"</td>
    <td>"implement"</td>
  </tr>
  <tr>
    <td>[1825]</td>
    <td>"husbandry"</td>
    <td>"household"</td>
    <td>"instructors"</td>
  </tr>
  <tr>
    <td>[1828]</td>
    <td>"covered"</td>
    <td>"aegis"</td>
    <td>"aggressors"</td>
  </tr>
  <tr>
    <td>[1831]</td>
    <td>"endeavors"</td>
    <td>"enlighten"</td>
    <td>"fate"</td>
  </tr>
  <tr>
    <td>[1834]</td>
    <td>"awaits"</td>
    <td>"induce"</td>
    <td>"follow"</td>
  </tr>
  <tr>
    <td>[1837]</td>
    <td>"dictates"</td>
    <td>"powerful"</td>
    <td>"obstacles"</td>
  </tr>
  <tr>
    <td>[1840]</td>
    <td>"encounter"</td>
    <td>"combated"</td>
    <td>"bodies"</td>
  </tr>
  <tr>
    <td>[1843]</td>
    <td>"minds"</td>
    <td>"ignorance"</td>
    <td>"interested"</td>
  </tr>
  <tr>
    <td>[1846]</td>
    <td>"crafty"</td>
    <td>"nothing"</td>
    <td>"persons"</td>
  </tr>
  <tr>
    <td>[1849]</td>
    <td>"inculcate"</td>
    <td>"sanctimonious"</td>
    <td>"customs"</td>
  </tr>
  <tr>
    <td>[1852]</td>
    <td>"ancestors"</td>
    <td>"whatsoever"</td>
    <td>"false"</td>
  </tr>
  <tr>
    <td>[1855]</td>
    <td>"guide"</td>
    <td>"counsel"</td>
    <td>"physical"</td>
  </tr>
  <tr>
    <td>[1858]</td>
    <td>"perilous"</td>
    <td>"innovation"</td>
    <td>"Creator"</td>
  </tr>
  <tr>
    <td>[1861]</td>
    <td>"also"</td>
    <td>"action"</td>
    <td>"counteraction"</td>
  </tr>
  <tr>
    <td>[1864]</td>
    <td>"bigotry"</td>
    <td>"antiphilosophists"</td>
    <td>"keeping"</td>
  </tr>
  <tr>
    <td>[1867]</td>
    <td>"dread"</td>
    <td>"exert"</td>
    <td>"ascendancy"</td>
  </tr>
  <tr>
    <td>[1870]</td>
    <td>"improving"</td>
    <td>"obeying"</td>
    <td>"mandates"</td>
  </tr>
  <tr>
    <td>[1873]</td>
    <td>"giving"</td>
    <td>"mean"</td>
    <td>"arrogate"</td>
  </tr>
  <tr>
    <td>[1876]</td>
    <td>"weight"</td>
    <td>"strengthen"</td>
    <td>"sound"</td>
  </tr>
  <tr>
    <td>[1879]</td>
    <td>"discretion"</td>
    <td>"select"</td>
    <td>"confide"</td>
  </tr>
  <tr>
    <td>[1882]</td>
    <td>"legislative"</td>
    <td>"foundations"</td>
    <td>"wholesome"</td>
  </tr>
  <tr>
    <td>[1885]</td>
    <td>"remains"</td>
    <td>"able"</td>
    <td>"auxiliaries"</td>
  </tr>
</table>
<table>
  <tr>
    <td>[1888]</td>
    <td>"disturb"</td>
    <td>"artillery"</td>
    <td>"leveled"</td>
  </tr>
  <tr>
    <td>[1891]</td>
    <td>"licentiousness"</td>
    <td>"regretted"</td>
    <td>"inasmuch"</td>
  </tr>
  <tr>
    <td>[1894]</td>
    <td>"tend"</td>
    <td>"lessen"</td>
    <td>"usefulness"</td>
  </tr>
  <tr>
    <td>[1897]</td>
    <td>"sap"</td>
    <td>"corrected"</td>
    <td>"punishments"</td>
  </tr>
  <tr>
    <td>[1900]</td>
    <td>"falsehood"</td>
    <td>"defamation"</td>
    <td>"urgent"</td>
  </tr>
  <tr>
    <td>[1903]</td>
    <td>"servants"</td>
    <td>"offenders"</td>
    <td>"indignation"</td>
  </tr>
  <tr>
    <td>[1906]</td>
    <td>"uninteresting"</td>
    <td>"fairly"</td>
    <td>"fully"</td>
  </tr>
  <tr>
    <td>[1909]</td>
    <td>"discussion"</td>
    <td>"unaided"</td>
    <td>"propagation"</td>
  </tr>
  <tr>
    <td>[1912]</td>
    <td>"true"</td>
    <td>"unwilling"</td>
    <td>"written"</td>
  </tr>
  <tr>
    <td>[1915]</td>
    <td>"tried"</td>
    <td>"witnessed"</td>
    <td>"scene"</td>
  </tr>
  <tr>
    <td>[1918]</td>
    <td>"looked"</td>
    <td>"cool"</td>
    <td>"latent"</td>
  </tr>
  <tr>
    <td>[1921]</td>
    <td>"source"</td>
    <td>"outrages"</td>
    <td>"proceeded"</td>
  </tr>
  <tr>
    <td>[1924]</td>
    <td>"gathered"</td>
    <td>"around"</td>
    <td>"functionaries"</td>
  </tr>
  <tr>
    <td>[1927]</td>
    <td>"pronounced"</td>
    <td>"verdict"</td>
    <td>"served"</td>
  </tr>
  <tr>
    <td>[1930]</td>
    <td>"consolatory"</td>
    <td>"friend"</td>
    <td>"believes"</td>
  </tr>
  <tr>
    <td>[1933]</td>
    <td>"control"</td>
    <td>"inference"</td>
    <td>"intended"</td>
  </tr>
  <tr>
    <td>[1936]</td>
    <td>"defamatory"</td>
    <td>"publications"</td>
    <td>"enforced"</td>
  </tr>
  <tr>
    <td>[1939]</td>
    <td>"renders"</td>
    <td>"reforming"</td>
    <td>"salutary"</td>
  </tr>
  <tr>
    <td>[1942]</td>
    <td>"coercions"</td>
    <td>"noted"</td>
    <td>"prove"</td>
  </tr>
  <tr>
    <td>[1945]</td>
    <td>"maintained"</td>
    <td>"league"</td>
    <td>"confined"</td>
  </tr>
  <tr>
    <td>[1948]</td>
    <td>"needs"</td>
    <td>"restraint"</td>
    <td>"correct"</td>
  </tr>
  <tr>
    <td>[1951]</td>
    <td>"reasoning"</td>
    <td>"hearing"</td>
    <td>"definite"</td>
  </tr>
  <tr>
    <td>[1954]</td>
    <td>"line"</td>
    <td>"drawn"</td>
    <td>"inestimable"</td>
  </tr>
  <tr>
    <td>[1957]</td>
    <td>"demoralizing"</td>
    <td>"improprieties"</td>
    <td>"supplement"</td>
  </tr>
  <tr>
    <td>[1960]</td>
    <td>"sought"</td>
    <td>"censorship"</td>
    <td>"Contemplating"</td>
  </tr>
  <tr>
    <td>[1963]</td>
    <td>"manifested"</td>
    <td>"generally"</td>
    <td>"auguring"</td>
  </tr>
  <tr>
    <td>[1966]</td>
    <td>"offer"</td>
    <td>"congratulations"</td>
    <td>"rallied"</td>
  </tr>
  <tr>
    <td>[1969]</td>
    <td>"point"</td>
    <td>"gaining"</td>
    <td>"strength"</td>
  </tr>
  <tr>
    <td>[1972]</td>
    <td>"piercing"</td>
    <td>"veil"</td>
    <td>"doubting"</td>
  </tr>
  <tr>
    <td>[1975]</td>
    <td>"mass"</td>
    <td>"resolve"</td>
    <td>"honestly"</td>
  </tr>
  <tr>
    <td>[1978]</td>
    <td>"cultivated"</td>
    <td>"unassailed"</td>
    <td>"equality"</td>
  </tr>
  <tr>
    <td>[1981]</td>
    <td>"unequal"</td>
    <td>"results"</td>
    <td>"father's"</td>
  </tr>
  <tr>
    <td>[1984]</td>
    <td>"satisfied"</td>
    <td>"approve"</td>
    <td>"cherish"</td>
  </tr>
  <tr>
    <td>[1987]</td>
    <td>"patient"</td>
    <td>"competitions"</td>
    <td>"need"</td>
  </tr>
  <tr>
    <td>[1990]</td>
    <td>"gather"</td>
    <td>"fold"</td>
    <td>"complete"</td>
  </tr>
  <tr>
    <td>[1993]</td>
    <td>"gives"</td>
    <td>"benefit"</td>
    <td>"proceed"</td>
  </tr>
  <tr>
    <td>[1996]</td>
    <td>"astray"</td>
    <td>"passion"</td>
    <td>"seduce"</td>
  </tr>
  <tr>
    <td>[1999]</td>
    <td>"path"</td>
    <td>"weaknesses"</td>
    <td>"injurious"</td>
  </tr>
  <tr>
    <td>[2002]</td>
    <td>"heretofore"</td>
    <td>"led"</td>
    <td>"fathers"</td>
  </tr>
  <tr>
    <td>[2005]</td>
    <td>"Israel"</td>
    <td>"old"</td>
    <td>"planted"</td>
  </tr>
  <tr>
    <td>[2008]</td>
    <td>"flowing"</td>
    <td>"necessaries"</td>
    <td>"infancy"</td>
  </tr>
  <tr>
    <td>[2011]</td>
    <td>"riper"</td>
    <td>"goodness"</td>
    <td>"prosper"</td>
  </tr>
</table>
### 4.4.3.5 Keyword-in-contexts (kwic)

#### 4.4.3.5.1 Pattern
You can see how keywords are used in the actual contexts in a concordance view produced by kwic(). Pattern is used to search for the pattern we are interested in (with * as a wildcard). Window used to display number of words/tokens around it.

```
dat_inaug_corpus tok no punct hus <- kwic.dat_inaug_corpus tok no punct, pattern = "pres*", window
head.dat_inaug_corpus tok no punct hus, 10)
```

Keyword-in-context with 10 matches.

<table><tr><td>[1789 George Washington, 45]</td><td>on the 14th day of the</td></tr><tr><td>[1789 George Washington, 343]</td><td>the public summons repaired to the</td></tr><tr><td>[1789 George Washington, 370]</td><td>who rules over the universe who</td></tr><tr><td>[1789 George Washington, 583]</td><td>blessings which the past seem to</td></tr><tr><td>[1789 George Washington, 590]</td><td>These reflections arising out of the</td></tr><tr><td>[1789 George Washington, 647]</td><td>is made the duty of the</td></tr><tr><td>[1789 George Washington, 957]</td><td>itself has ordained and since the</td></tr><tr><td>[1789 George Washington, 1030]</td><td>Constitution is rendered expedient at the</td></tr><tr><td>[1789 George Washington, 1342]</td><td>us together I shall take my</td></tr><tr><td>[1793 George Washington, 70]</td><td>of any official act of the</td></tr></table><table><tr><td>present</td><td>month On the one hand I</td></tr><tr><td>present</td><td>station it would be peculiarly improper</td></tr><tr><td>presides</td><td>in the councils of nations and</td></tr><tr><td>presage</td><td>These reflections arising out of the</td></tr><tr><td>present</td><td>crisis have forced themselves too strongly</td></tr><tr><td>President</td><td>to recommend to your consideration such</td></tr><tr><td>preservation</td><td>of the sacred fire of liberty</td></tr><tr><td>present</td><td>juncture by the nature of objections</td></tr><tr><td>present</td><td>leave but not without resorting once</td></tr><tr><td>President</td><td>the Constitution requires an oath of</td></tr></table>

```
dat_inaug_corpus tok no punct phrase <- kwic.dat_inaug_corpus tok no punct, pattern = phrase("the
head.dat_inaug_corpus tok no punct phrase, 10)
```

#### 4.4.3.5.2 Phrase

Keyword-in-context with 10 matches.

<table><tr><td>[1789 George Washington, 1023:1024]</td></tr><tr><td>[1793 George Washington, 71:72]</td></tr><tr><td>[1797 John Adams, 465:466]</td></tr><tr><td>[1797 John Adams, 688:689]</td></tr><tr><td>[1797 John Adams, 739:740]</td></tr><tr><td>[1797 John Adams, 1537:1538]</td></tr><tr><td>[1797 John Adams, 2225:2226]</td></tr></table>
[1801 Thomas Jefferson, 331:332]

[1805 Thomas Jefferson, 8:9]

[1805 Thomas Jefferson, 482:483]

###

### delegated by the fifth article of | the Constitution |

### any official act of the President | the Constitution |

### of these transactions I first saw | the Constitution |

### and the State legislatures according to | the Constitution |

### the most serious obligations to support | the Constitution |

### after truth if an attachment to | the Constitution |

### same American people pledged to support | the Constitution |

### announced according to the rules of | the Constitution |

### fellow citizens to that qualification which | the Constitution |

### States and a corresponding amendment of | the Constitution |

###

### is rendered expedient at the present

### requires an oath of office This

### of the United States in a

### itself adopt and ordain Returning to

### The operation of it has equaled

### of the United States and a

### of the United States I entertain

### all will of course arrange themselves

### requires before my entrance on the

### be applied in time of peace

### 4.4.3.6 stopwords

stopwords are function words (or grammatical words). We can search for these
and remove them (if not necessary). This step is often useful because we are
not interested in these stop_words.

tokens_remove() is an alias to tokens_select选(selection = "remove")

dat_inaug_corpus tok no punct no Stop <- tokens_select (dat_inaug_corpus tok no punct, dat_inaug_corp

### Tokens consisting of 5 documents and 3 docvars.

### 1789 George Washington :

### [1] "Fellow-Citizens" "Senate" "House" "Representatives"

### [5] "vicissitudes" "incident" "life" "event"

### [9] "filled" "anxieties" "notification" "transmitted"

### [ ... and 496 more ]

###

### 1793 George Washington :

### [1] "Fellow" "citizens" "called" "voice" "country"

### [6] "execute" "functions" "Chief" "Magistrate" "occasion"
## [11] "proper" "arrive"
## [ ... and 36 more ]
##
## 1797 John Adams :
## [1] "perceived" "times" "middle" "America" "remained"
## [6] "unlimited" "submission" "foreign" "legislature" "total"
## [11] "independence" "claims"
## [ ... and 824 more ]
##
## 1801 Thomas Jefferson :
## [1] "Friends" "Fellow" "Citizens" "Called" "undertake" "duties"
## [7] "executive" "office" "country" "avail" "presence" "portion"
## [ ... and 599 more ]
##
## 1805 Thomas Jefferson :
## [1] "Proceeding" "fellow" "citizens" "qualification"
## [5] "Constitution" "requires" "entrance" "charge"
## [9] "conferred" "duty" "express" "deep"
## [ ... and 747 more ]

### 4.4.3.7 wordstem

To be able to extract the stems of each of the given words, we use the function `tokens_wordstem`, `char_wordstem` or `dfm_wordstem`

```
dat_inaug_corpus tok no punct no Stop_stem <- tokens_wordstem (dat_inaug_corpus tok no punct no Stop_stem)
dat_inaug_corpus tok no punct no Stop_stem
```

#### 4.4.3.7.1 tokens_wordstem

## Tokens consisting of 5 documents and 3 docvars.
## 1789 George Washington :
## [1] "Fellow-Citizen" "Senat" "Hous" "Repres"
## [5] "vicissitud" "incid" "life" "event"
## [9] "fill" "anxieti" "notif" "transmit"
## [ ... and 496 more ]
##
## 1793 George Washington :
## [1] "Fellow" "citizen" "call" "voic" "countri" "execut"
## [7] "function" "Chief" "Magistr" "occas" "proper" "arriv"
## [ ... and 36 more ]
##
## 1797 John Adams :
## [1] "perceiv" "time" "middl" "America" "remain"
## [6] "unlimit" "submiss" "foreign" "legislatur" "total"
## [11] "independ" "claim"
## [ ... and 824 more ]
##
## 1801 Thomas Jefferson :
## [1] "Friend" "Fellow" "Citizen" "Call" "undertak" "duti"
## [7] "execut" "offic" "countri" "avail" "presenc" "portion"
## [ ... and 599 more ]
##
## 1805 Thomas Jefferson :
## [1] "Proceed" "fellow" "citizen" "qualif" "Constitut" "requir"
## [7] "entranc" "charg" "confer" "duti" "express" "deep"
## [ ... and 747 more ]

4.4.3.7.2 dfm_wordstem Here we can use the dfm (for Document Feature Matrix) to obtain details of the wordstems used in each of the texts

dat_inaug_corpus_tokens_no_punct_no_stop_dfm <- dfm.dat_inaug_corpus_tokens_no_punct_no_stop_dfm

dfm_wordstem.dat_inaug_corpus_tokens_no_punct_no_stop_dfm

## Document-feature matrix of: 5 documents, 1,227 features (69.80% sparse) and 3 docvars
##                 features
## docs                 fellow-citizen senat hous repres vicissitud incid life
## 1789 George Washington 1 1 2 2 1 1 1
## 1793 George Washington 0 0 0 0 0 0 0
## 1797 John Adams      3 1 3 3 0 0 2
## 1801 Thomas Jefferson 2 0 0 1 0 0 1
## 1805 Thomas Jefferson 0 0 0 0 0 0 2
##                 features
## docs                 event fill anxieti
## 1789 George Washington 2 1 1
## 1793 George Washington 0 0 0
## 1797 John Adams      0 0 1
## 1801 Thomas Jefferson 0 0 0
## 1805 Thomas Jefferson 1 0 0
## [ reached max_nfeat ... 1,217 more features ]

4.5 Universal Declaration of Human Rights

We import multiple files containing the Universal Declaration of Human Rights in 13 languages. There are 13 different textfiles

4.5.1 Importing data

dat_udhr <- readtext(paste0(Data_Dir, "/txt/UDHR/*"),
  docvarsfrom = "filenames",
  docvarnames = c("document", "language")))
### 4.5.1.1 Checking structure

```
dat_udhr %>%
  str()
```

## Classes 'readtext' and 'data.frame': 13 obs. of 4 variables:

```
## $ doc_id : chr "UDHR_chinese.txt" "UDHR_czech.txt" "UDHR_danish.txt" "UDHR_english.txt" ...
## $ text   : chr " \n 217A(III) 1948 12 10 "| __truncated__ "VŠEOBECNÁ DEKLARACE LIDSKÝCH PRÁV\nÚv~ UDHR czech
## $ document: chr "UDHR" "UDHR" "UDHR" "UDHR" ...
## $ language: chr "chinese" "czech" "danish" "english" ...
```

### 4.5.1.2 Unnest

```
dat_udhr %>%
  unnest()
```

## Warning: `cols` is now required when using `unnest()`.

## i Please use `cols = c()`.

## # A tibble: 13 x 4

<table><thead><tr><th>doc_id</th><th>text</th><th>document</th><th>language</th></tr></thead><tbody><tr><td>&lt;chr&gt;</td><td>&lt;chr&gt;</td><td>&lt;chr&gt;</td><td>&lt;chr&gt;</td></tr><tr><td>1 UDHR_chinese.txt</td><td>" \n 217A(III) ~ UDHR chinese</td><td>UDHR</td><td>czech</td></tr><tr><td>2 UDHR_czech.txt</td><td>"VŠEOBECNÁ DEKLARACE LIDSKÝCH PRÁV\nÚv~ UDHR</td><td>UDHR</td><td>czech</td></tr><tr><td>3 UDHR_danish.txt</td><td>"Den 10. december 1948 vedtog og offen~ UDHR danish</td><td>UDHR</td><td>danish</td></tr><tr><td>4 UDHR_english.txt</td><td>"Universal Declaration of Human Rights~ UDHR english</td><td>UDHR</td><td>english</td></tr><tr><td>5 UDHR_french.txt</td><td>"Déclaration universelle des droits de~ UDHR french</td><td>UDHR</td><td>french</td></tr><tr><td>6 UDHR_georgian.txt</td><td>"FLFVBFYBC EAKT&lt;FSF CF&gt;JDTKSFJ LTRKFHF~ UDHR georgian</td><td>UDHR</td><td>georgian</td></tr><tr><td>7 UDHR_greek.txt</td><td>"OIKOTMENIKH ΔΙΑΚΗΡΤΞΗ ΓΙΑ ΤΑ ΑΝΘΡΩΠΙΝ~ UDHR greek</td><td>UDHR</td><td>greek</td></tr><tr><td>8 UDHR_hungarian.txt</td><td>"Az Emberi Jogok Egyetemes Nyilatkozat~ UDHR hungari~</td><td>UDHR</td><td>hungari~</td></tr><tr><td>9 UDHR_icelandic.txt</td><td>"Mannréttindayfirlýsing Sameinuðu þjóð~ UDHR iceland~</td><td>UDHR</td><td>iceland~</td></tr><tr><td>10 UDHRIrish.txt</td><td>"DEARBHÚ UILE-CHOITEANN CEARTA AN DUIN~ UDHR irish</td><td>UDHR</td><td>irish</td></tr><tr><td>11 UDHR_japanese.txt</td><td>" \n\n 1948.12.10 \n\~ UDHR japanese</td><td>UDHR</td><td>japanese</td></tr><tr><td>12 UDHR_russian.txt</td><td>" \n ~ UDHR russian</td><td>UDHR</td><td>russian</td></tr><tr><td>13 UDHR_vietnamese.txt</td><td>"7X\\zQ QJ{Q WR\u007fQ WK\u009b JL±L Y~ UDHR vietnam~</td><td>UDHR</td><td>vietnam~</td></tr></tbody></table>

### 4.5.1.3 Additional formats

#### 4.5.1.3.1 Converting from a PDF file
This dataset comes as well in PDF formats. We can import data in a PDF format and obtain details from file name.

```
dat_udhr_PDF <- readtext(paste0(Data_Dir, "/pdf/UDHR/*.pdf"),
  docvarsfrom = "filenames",
  docvarnames = c("document", "language"),
  sep = "_")
```
4.5.1.3.1.1 Importing data

Encoding (dat_udhr_PDF$text)

4.5.1.3.1.2 Check encoding

[1] "UTF-8" "UTF-8" "UTF-8" "unknown" "UTF-8" "UTF-8" "UTF-8"

[8] "UTF-8" "UTF-8" "UTF-8" "UTF-8"

dat_udhr_PDF %>%

str()

4.5.1.3.1.3 Checking structure

Classes 'readtext' and 'data.frame': 11 obs. of 4 variables:

$ doc_id : chr "UDHR_chinese.pdf" "UDHR_czech.pdf" "UDHR_danish.pdf" "UDHR_english.pdf"

$ text : chr " \n \ n 217A(III) \ n1948 12 10 " | __trunc

$ document: chr "UDHR" "UDHR" "UDHR" "UDHR" ...

$ language: chr "chinese" "czech" "danish" "english" ...

dat_udhr_PDF %>%

unnest()

4.5.1.3.1.4 Unnest

## Warning: `cols` is now required when using `unnest()`.

## i Please use `cols = c()`.

# A tibble: 11 x 4

##   doc_id      text                      document language

<chr> <chr> <chr> <chr>

## 1 UDHR_chinese.pdf " \n \ n 217A(III) ~ UDHR chinese

## 2 UDHR_czech.pdf "VŠEOBECNÁ DEKLARACE LIDSKÝCH PRÁV \ n \ n~ UDHR czech

## 3 UDHR_danish.pdf "Den 10. december 1948 vedtog og offen~ UDHR danish

## 4 UDHR_english.pdf "Universal Declaration of Human Rights~ UDHR english

## 5 UDHR_french.pdf "Déclaration universelle des droits de~ UDHR french

## 6 UDHR_greek.pdf "ΟΙΚΟΤΜΕΝΙΚΗ ΔΙΑΚΗΠΤΞΗ ΓΙΑ ΤΑ ΑΝΘΡΩΠΙΝ~ UDHR greek

## 7 UDHR_hungarian.pdf "Az Emberi Jogok Egyetemes Nyilatkozat~ UDHR hungari~

## 8 UDHRIrish.pdf "DEARBHÚ UILE-CHOITEANN CEARTA AN DUIN~ UDHR irish

## 9 UDHR_japanese.pdf " \ n \ n \ n \ n 1948.12.10 ~ UDHR japanese

## 10 UDHR_russian.pdf " \ n \ n~ UDHR russian

## 11 UDHR_vietnamese.pdf "7X\\zQ QJ{Q WR~ UDHR vietnam~

4.5.1.3.2 Files with different encodings We look into data with different encoding. This is important as the type of data you will generate can be of
different encodings.

```perl
path_temp <- tempdir()
```

```perl
unzip(system.file("extdata", "data_files_encodedtexts.zip", package = "readtext"), exdir = path_temp)
```

### 4.5.1.3.2.1 Temp path

#### 4.5.1.3.2.2 Importing data
We use regular expressions to search for all files starting with `Indian_` or `UDHR_` and containing any characters, up to the ending with `.text`

```perl
filename <- list.files(path_temp, "^(Indian|UDHR_).*\\.txt$")
```

```perl
head(filename)
```

## [1] "IndianTreaty_English_UTF-16LE.txt" "IndianTreaty_English_UTF-8-BOM.txt"

## [3] "UDHR_Arabic_ISO-8859-6.txt" "UDHR_Arabic_UTF-8.txt"

## [5] "UDHR_Arabic_Windows-1256.txt" "UDHR_Chinese_GB2312.txt"

#### 4.5.1.3.2.3 Export encoding
We use various functions to delete `.txt` at the end of each file name and then we split each string as a function of `_` and obtain the third row in each list of item.

```perl
filename <- filename %>%
```

```perl
str_replace(".txt$", "")
```

```perl
encoding <- purrr::map(str_split(filename, "_"), 3)
```

```perl
head encodings
```

## [[1]]

## [1] "UTF-16LE"

##

## [[2]]

## [1] "UTF-8-BOM"

##

## [[3]]

## [1] "ISO-8859-6"

##

## [[4]]

## [1] "UTF-8"

##

## [[5]]

## [1] "WINDOWS-1256"

##

## [[6]]

## [1] "GB2312"

We feed the encoding to `readtext()` to convert various character encodings into UTF-8.
796CHAPTER 4. CREATING A CORPUS AND BASIC MANIPULATIONS

```
dat_txt <- readtext(paste0(Data_Dir, "/data_files_encryptedtexts.zip"),
  encoding = encoding,
  docvarsfrom = "filenames",
  docvarnames = c("document", "language", "input_encoding"))
```

```
dat_txt %>%
  unnest()
```

4.5.1.3.2.4 Unnest

```
## Warning: `cols` is now required when using `unnest()`.
```

```
## i Please use `cols = c()`.
```

```
## # A tibble: 36 x 5
```

<table><thead><tr><th></th><th></th><th></th><th></th><th></th></tr></thead><tbody><tr><td>doc_id</td><td></td><td>text</td><td>document</td><td>language</td><td>input_encoding</td></tr><tr><td>&lt;chr&gt;</td><td></td><td>&lt;chr&gt;</td><td>&lt;chr&gt;</td><td>&lt;chr&gt;</td><td>&lt;chr&gt;</td></tr><tr><td>1</td><td>IndianTreaty_English_UTF-16LE.txt</td><td>"WHEREAS~ IndianT~ English UTF-16LE</td><td></td><td></td><td></td></tr><tr><td>2</td><td>IndianTreaty_English_UTF-8-BOM.txt</td><td>"ARTICLE~ IndianT~ English UTF-8-BOM</td><td></td><td></td><td></td></tr><tr><td>3</td><td>UDHR_Arabic_ISO-8859-6.txt</td><td>~ " UDHR Arabic ISO-8859-6</td><td></td><td></td><td></td></tr><tr><td>4</td><td>UDHR_Arabic_UTF-8.txt</td><td>~ " UDHR Arabic UTF-8</td><td></td><td></td><td></td></tr><tr><td>5</td><td>UDHR_Arabic_Windows-1256.txt</td><td>~ " UDHR Arabic WIndOws-1256</td><td></td><td></td><td></td></tr><tr><td>6</td><td>UDHR_Chinese_GB2312.txt</td><td>" \~ UDHR Chinese GB2312</td><td></td><td></td><td></td></tr><tr><td>7</td><td>UDHR_Chinese_GBK.txt</td><td>" \~ UDHR Chinese GBK</td><td></td><td></td><td></td></tr><tr><td>8</td><td>UDHR_Chinese_UTF-8.txt</td><td>" \~ UDHR Chinese UTF-8</td><td></td><td></td><td></td></tr><tr><td>9</td><td>UDHR_English_UTF-16BE.txt</td><td>"Univers~ UDHR English UTF-16BE</td><td></td><td></td><td></td></tr><tr><td>10</td><td>UDHR_English_UTF-16LE.txt</td><td>"Univers~ UDHR English UTF-16LE</td><td></td><td></td><td></td></tr><tr><td>#</td><td>i</td><td>26 more rows</td><td></td><td></td><td></td></tr></tbody></table>

4.5.2 Create a corpus

We reuse the original data from text files to create a corpus.

```
dat_udhr_corpus <- corpus.dat_udhr
print.dat_udhr_corpus)
```

```
## Corpus consisting of 13 documents and 2 docvars.
```

```
## UDHR_chinese.txt :
```

```
## " 217A(III) 1948 12 10 ..."
```

```
## UDHR_czech.txt :
```

```
## "VŠEOBECNÁ DEKLARACE LIDSKÝCH PRÁV Úvod U vědomí toho, že uzn..."
```

```
## UDHR_danish.txt :
```

```
## "Den 10. december 1948 vedtog og offentliggjorde FNs tredie g..."
```

```
## UDHR_english.txt :
```
## "Universal Declaration of Human Rights Preamble Whereas recog..."
##
## UDHR_french.txt :
## "Déclaration universelle des droits de l'homme Préambule Cons..."
##
## UDHR_georgian.txt :
## "FLFVBFYBC EAKT<FSF CF>JDTKSFJ LTRKFHFWBF GHTFV<EKF dbyfblfy ..."
##
## [ reached max_ndoc ... 7 more documents ]

### 4.5.2.1 Summary

summary.dat_udhr_corpustext

## Corpus consisting of 13 documents, showing 13 documents:

<table><thead><tr><th></th><th>Text</th><th>Types</th><th>Tokens</th><th>Sentences</th><th>document</th><th>language</th></tr></thead><tbody><tr><td>##</td><td>UDHR_chinese.txt</td><td>600</td><td>2849</td><td>94</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_czech.txt</td><td>755</td><td>1753</td><td>93</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_danish.txt</td><td>697</td><td>2087</td><td>131</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_english.txt</td><td>557</td><td>1970</td><td>93</td><td>UDHR</td><td>english</td></tr><tr><td>##</td><td>UDHR_french.txt</td><td>671</td><td>2188</td><td>90</td><td>UDHR</td><td>french</td></tr><tr><td>##</td><td>UDHR_georgian.txt</td><td>770</td><td>2765</td><td>27</td><td>UDHR</td><td>georgian</td></tr><tr><td>##</td><td>UDHR_greek.txt</td><td>735</td><td>2193</td><td>106</td><td>UDHR</td><td>greek</td></tr><tr><td>##</td><td>UDHR_hungarian.txt</td><td>750</td><td>1843</td><td>93</td><td>UDHR</td><td>hungarian</td></tr><tr><td>##</td><td>UDHR_icelandic.txt</td><td>709</td><td>1916</td><td>105</td><td>UDHR</td><td>icelandic</td></tr><tr><td>##</td><td>UDHRIrish.txt</td><td>704</td><td>2197</td><td>117</td><td>UDHR</td><td>irish</td></tr><tr><td>##</td><td>UDHR_japanese.txt</td><td>586</td><td>2553</td><td>97</td><td>UDHR</td><td>japanese</td></tr><tr><td>##</td><td>UDHR_russian.txt</td><td>763</td><td>1875</td><td>94</td><td>UDHR</td><td>russian</td></tr><tr><td>##</td><td>UDHR_vietnamese.txt</td><td>191</td><td>2597</td><td>9</td><td>UDHR</td><td>vietnamese</td></tr></tbody></table>

### 4.5.2.2 Accessing parts of corpus

dat_udhr_corpustext[4]

## [1] "Universal Declaration of Human Rights\nPreamble Whereas recognition of the inherent digni-

### 4.5.2.3 Document-level information

head(docvars.dat_udhr_corpustext)

## document language

## 1 UDHR chinese

## 2 UDHR czech

## 3 UDHR danish

## 4 UDHR english
## 5 UDHR french

## 6 UDHR georgian

### 4.5.3 Basic manipulations

By default, a corpus is created based on the “documents” (= lines). We can reshape it to show “sentences” or “paragraphs”.

#### 4.5.3.1 Sentences

```
dat_udhr_corpus_sent <- corpus_ reshape (dat_udhr_corpus, to = "sentences")
dat_udhr_corpus_sent
```

##### 4.5.3.1.1 Transform

```
## Corpus consisting of 1,149 documents and 2 docvars.
## UDHR_chinese.txt.1 :
## "                 217A(III)      1948  12  10  ..."
##
## UDHR_chinese.txt.2 :
## "                                          ..."
##
## UDHR_chinese.txt.3 :
## "                                          ,  ..."
##
## UDHR_chinese.txt.4 :
## "                 ,                 "
##
## UDHR_chinese.txt.5 :
## "                                          ,  ..."
##
## UDHR_chinese.txt.6 :
## "                                          ..."
##
## [ reached max_ndoc ... 1,143 more documents ]
```

```
summary (dat_udhr_corpus_sent)
```

##### 4.5.3.1.2 Summary

```
## Corpus consisting of 1149 documents, showing 100 documents:
##
## Text Types Tokens Sentences document language
## UDHR_chinese.txt.1   45    47        1   UDHR  chinese
## UDHR_chinese.txt.2   66    76        1   UDHR  chinese
## UDHR_chinese.txt.3  215   455        1   UDHR  chinese
```
<table><tr><td>##</td><td>UDHR_chinese.txt.4</td><td>24</td><td>24</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.5</td><td>54</td><td>72</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.6</td><td>55</td><td>79</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.7</td><td>16</td><td>19</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.8</td><td>32</td><td>37</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.9</td><td>26</td><td>34</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.10</td><td>19</td><td>22</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.11</td><td>24</td><td>31</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.12</td><td>32</td><td>42</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.13</td><td>42</td><td>50</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.14</td><td>19</td><td>20</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.15</td><td>42</td><td>49</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.16</td><td>4</td><td>4</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.17</td><td>42</td><td>47</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.18</td><td>2</td><td>2</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.19</td><td>33</td><td>47</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.20</td><td>17</td><td>17</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.21</td><td>32</td><td>39</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.22</td><td>20</td><td>22</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.23</td><td>4</td><td>4</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.24</td><td>17</td><td>18</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.25</td><td>2</td><td>2</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.26</td><td>23</td><td>30</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.27</td><td>4</td><td>4</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.28</td><td>22</td><td>23</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.29</td><td>2</td><td>2</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.30</td><td>42</td><td>46</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.31</td><td>4</td><td>4</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.32</td><td>8</td><td>10</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.33</td><td>2</td><td>2</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.34</td><td>22</td><td>28</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.35</td><td>4</td><td>4</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.36</td><td>30</td><td>31</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.37</td><td>24</td><td>29</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.38</td><td>2</td><td>2</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.39</td><td>22</td><td>23</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.40</td><td>2</td><td>2</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.41</td><td>22</td><td>28</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.42</td><td>4</td><td>4</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.43</td><td>17</td><td>25</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.44</td><td>2</td><td>2</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.45</td><td>13</td><td>14</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.46</td><td>50</td><td>77</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.47</td><td>49</td><td>67</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.48</td><td>4</td><td>4</td><td>1</td><td>UDHR chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.49</td><td>15</td><td>18</td><td>1</td><td>UDHR chinese</td></tr></table>
<table>
  <tbody>
    <tr>
      <td>UDHR_chinese.txt.50</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.51</td>
      <td>16</td>
      <td>16</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.52</td>
      <td>4</td>
      <td>4</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.53</td>
      <td>24</td>
      <td>26</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.54</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.55</td>
      <td>17</td>
      <td>18</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.56</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.57</td>
      <td>52</td>
      <td>71</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.58</td>
      <td>63</td>
      <td>94</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.59</td>
      <td>5</td>
      <td>5</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.60</td>
      <td>30</td>
      <td>38</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.61</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.62</td>
      <td>17</td>
      <td>19</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.63</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.64</td>
      <td>45</td>
      <td>59</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.65</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.66</td>
      <td>20</td>
      <td>22</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.67</td>
      <td>30</td>
      <td>38</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.68</td>
      <td>5</td>
      <td>5</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.69</td>
      <td>73</td>
      <td>96</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.70</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.71</td>
      <td>17</td>
      <td>18</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.72</td>
      <td>23</td>
      <td>26</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.73</td>
      <td>5</td>
      <td>5</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.74</td>
      <td>28</td>
      <td>33</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.75</td>
      <td>11</td>
      <td>11</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.76</td>
      <td>13</td>
      <td>13</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.77</td>
      <td>18</td>
      <td>19</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.78</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.79</td>
      <td>27</td>
      <td>31</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.80</td>
      <td>34</td>
      <td>45</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.81</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.82</td>
      <td>24</td>
      <td>26</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.83</td>
      <td>4</td>
      <td>4</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.84</td>
      <td>32</td>
      <td>37</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.85</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.86</td>
      <td>38</td>
      <td>46</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.87</td>
      <td>37</td>
      <td>46</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.88</td>
      <td>4</td>
      <td>4</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.89</td>
      <td>32</td>
      <td>37</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.90</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.91</td>
      <td>65</td>
      <td>82</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.92</td>
      <td>2</td>
      <td>2</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.93</td>
      <td>33</td>
      <td>35</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.94</td>
      <td>43</td>
      <td>58</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.1</td>
      <td>179</td>
      <td>278</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
  </tbody>
</table>
<table><tr><td>##</td><td>UDHR_czech.txt.2</td><td>15</td><td>16</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.3</td><td>12</td><td>13</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.4</td><td>34</td><td>47</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.5</td><td>34</td><td>42</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.6</td><td>13</td><td>13</td><td>1</td><td>UDHR</td><td>czech</td></tr></table>

### 4.5.3.1.3 Subset We can subset sentences with 10 or more words

```
dat_udhr_corpus_sent_long <- corpus_subset.dat_udhr_corpus_sent, ntoken.dat_udhr_corpus_sent) >= ndoc.dat_udhr_corpus_sent_long
```

## [1] 696

```
summary.dat_udhr_corpus_sent_long
```

## Corpus consisting of 696 documents, showing 100 documents:

<table><thead><tr><th>##</th><th>Text</th><th>Types</th><th>Tokens</th><th>Sentences</th><th>document</th><th>language</th></tr></thead><tbody><tr><td>##</td><td>UDHR_chinese.txt.1</td><td>45</td><td>47</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.2</td><td>66</td><td>76</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.3</td><td>215</td><td>455</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.4</td><td>24</td><td>24</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.5</td><td>54</td><td>72</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.6</td><td>55</td><td>79</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.7</td><td>16</td><td>19</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.8</td><td>32</td><td>37</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.9</td><td>26</td><td>34</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.10</td><td>19</td><td>22</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.11</td><td>24</td><td>31</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.12</td><td>32</td><td>42</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.13</td><td>42</td><td>50</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.14</td><td>19</td><td>20</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.15</td><td>42</td><td>49</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.17</td><td>42</td><td>47</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.19</td><td>33</td><td>47</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.20</td><td>17</td><td>17</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.21</td><td>32</td><td>39</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.22</td><td>20</td><td>22</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.24</td><td>17</td><td>18</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.26</td><td>23</td><td>30</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.28</td><td>22</td><td>23</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.30</td><td>42</td><td>46</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.32</td><td>8</td><td>10</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.34</td><td>22</td><td>28</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.36</td><td>30</td><td>31</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.37</td><td>24</td><td>29</td><td>1</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.39</td><td>22</td><td>23</td><td>1</td><td>UDHR</td><td>chinese</td></tr></tbody></table>
<table>
  <tbody>
    <tr>
      <td>UDHR_chinese.txt.41</td>
      <td>22</td>
      <td>28</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.43</td>
      <td>17</td>
      <td>25</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.45</td>
      <td>13</td>
      <td>14</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.46</td>
      <td>50</td>
      <td>77</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.47</td>
      <td>49</td>
      <td>67</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.49</td>
      <td>15</td>
      <td>18</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.51</td>
      <td>16</td>
      <td>16</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.53</td>
      <td>24</td>
      <td>26</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.55</td>
      <td>17</td>
      <td>18</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.57</td>
      <td>52</td>
      <td>71</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.58</td>
      <td>63</td>
      <td>94</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.60</td>
      <td>30</td>
      <td>38</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.62</td>
      <td>17</td>
      <td>19</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.64</td>
      <td>45</td>
      <td>59</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.66</td>
      <td>20</td>
      <td>22</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.67</td>
      <td>30</td>
      <td>38</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.69</td>
      <td>73</td>
      <td>96</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.71</td>
      <td>17</td>
      <td>18</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.72</td>
      <td>23</td>
      <td>26</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.74</td>
      <td>28</td>
      <td>33</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.75</td>
      <td>11</td>
      <td>11</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.76</td>
      <td>13</td>
      <td>13</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.77</td>
      <td>18</td>
      <td>19</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.79</td>
      <td>27</td>
      <td>31</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.80</td>
      <td>34</td>
      <td>45</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.82</td>
      <td>24</td>
      <td>26</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.84</td>
      <td>32</td>
      <td>37</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.86</td>
      <td>38</td>
      <td>46</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.87</td>
      <td>37</td>
      <td>46</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.89</td>
      <td>32</td>
      <td>37</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.91</td>
      <td>65</td>
      <td>82</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.93</td>
      <td>33</td>
      <td>35</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_chinese.txt.94</td>
      <td>43</td>
      <td>58</td>
      <td>1</td>
      <td>UDHR chinese</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.1</td>
      <td>179</td>
      <td>278</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.2</td>
      <td>15</td>
      <td>16</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.3</td>
      <td>12</td>
      <td>13</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.4</td>
      <td>34</td>
      <td>47</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.5</td>
      <td>34</td>
      <td>42</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.6</td>
      <td>13</td>
      <td>13</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.7</td>
      <td>20</td>
      <td>21</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.8</td>
      <td>15</td>
      <td>17</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.9</td>
      <td>16</td>
      <td>16</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.10</td>
      <td>19</td>
      <td>19</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.11</td>
      <td>20</td>
      <td>23</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.12</td>
      <td>26</td>
      <td>28</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
    <tr>
      <td>UDHR_czech.txt.13</td>
      <td>16</td>
      <td>16</td>
      <td>1</td>
      <td>UDHR czech</td>
    </tr>
  </tbody>
</table>
<table><tr><td>##</td><td>UDHR_czech.txt.14</td><td>32</td><td>37</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.16</td><td>31</td><td>34</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.18</td><td>22</td><td>25</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.19</td><td>20</td><td>21</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.20</td><td>24</td><td>27</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.21</td><td>12</td><td>12</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.23</td><td>15</td><td>15</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.25</td><td>17</td><td>18</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.27</td><td>16</td><td>16</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.29</td><td>24</td><td>25</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.33</td><td>14</td><td>15</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.35</td><td>24</td><td>29</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.36</td><td>15</td><td>16</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.38</td><td>13</td><td>13</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.40</td><td>15</td><td>18</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.42</td><td>12</td><td>12</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.45</td><td>40</td><td>57</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.46</td><td>32</td><td>42</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.50</td><td>11</td><td>11</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.52</td><td>17</td><td>17</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.54</td><td>13</td><td>13</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.56</td><td>38</td><td>39</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.57</td><td>43</td><td>54</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.59</td><td>18</td><td>23</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.61</td><td>14</td><td>15</td><td>1</td><td>UDHR</td><td>czech</td></tr></table>

### 4.5.3.2 Paragraphs

```
dat_udhr_corpus_para <- corpus_reshape (dat_udhr_corpus, to = "paragraphs")
dat_udhr_corpus_para
```

#### 4.5.3.2.1 Transform

```
## Corpus consisting of 154 documents and 2 docvars.
```

```
## UDHR_chinese.txt.1 :
## " 217A(III) 1948 12 10 ..."
```

##

## UDHR_chinese.txt.2 :
## " , , ..."
```

##

## UDHR_chinese.txt.3 :
## " , , ..."
```

##

## UDHR_chinese.txt.4 :
## "1. 2. ..."
```

##
## UDHR_chinese.txt.5 :

## " ; ..."

##

## UDHR_chinese.txt.6 :

## "2. , 3. , ..."

##

## [ reached max_ndoc ... 148 more documents ]

summary.dat_udhr_corpuseron

4.5.3.2.2 Summary

## Corpus consisting of 154 documents, showing 100 documents:

##

<table><thead><tr><th></th><th>Text</th><th>Types</th><th>Tokens</th><th>Sentences</th><th>document</th><th>language</th></tr></thead><tbody><tr><td>##</td><td>UDHR_chinese.txt.1</td><td>267</td><td>559</td><td>3</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.2</td><td>151</td><td>308</td><td>9</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.3</td><td>157</td><td>370</td><td>13</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.4</td><td>148</td><td>337</td><td>24</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.5</td><td>189</td><td>442</td><td>15</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.6</td><td>220</td><td>480</td><td>23</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_chinese.txt.7</td><td>161</td><td>353</td><td>12</td><td>UDHR</td><td>chinese</td></tr><tr><td>##</td><td>UDHR_czech.txt.1</td><td>179</td><td>278</td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.2</td><td>123</td><td>185</td><td>8</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.3</td><td>135</td><td>211</td><td>11</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.4</td><td>128</td><td>215</td><td>19</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.5</td><td>116</td><td>207</td><td>16</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.6</td><td>141</td><td>224</td><td>13</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.7</td><td>157</td><td>271</td><td>20</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_czech.txt.8</td><td>112</td><td>162</td><td>8</td><td>UDHR</td><td>czech</td></tr><tr><td>##</td><td>UDHR_danish.txt.1</td><td>114</td><td>170</td><td>8</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.2</td><td>58</td><td>84</td><td>1</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.3</td><td>86</td><td>141</td><td>1</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.4</td><td>82</td><td>123</td><td>5</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.5</td><td>117</td><td>221</td><td>13</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.6</td><td>120</td><td>208</td><td>13</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.7</td><td>125</td><td>236</td><td>23</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.8</td><td>125</td><td>246</td><td>23</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.9</td><td>122</td><td>246</td><td>17</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.10</td><td>128</td><td>241</td><td>21</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_danish.txt.11</td><td>99</td><td>171</td><td>10</td><td>UDHR</td><td>danish</td></tr><tr><td>##</td><td>UDHR_english.txt.1</td><td>139</td><td>304</td><td>1</td><td>UDHR</td><td>english</td></tr><tr><td>##</td><td>UDHR_english.txt.2</td><td>131</td><td>239</td><td>8</td><td>UDHR</td><td>english</td></tr><tr><td>##</td><td>UDHR_english.txt.3</td><td>115</td><td>226</td><td>11</td><td>UDHR</td><td>english</td></tr><tr><td>##</td><td>UDHR_english.txt.4</td><td>94</td><td>192</td><td>16</td><td>UDHR</td><td>english</td></tr></tbody></table>
<table>
  <tr>
    <td>##</td>
    <td>UDHR_english.txt.5</td>
    <td>116</td>
    <td>251</td>
    <td>18</td>
    <td>UDHR english</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_english.txt.6</td>
    <td>125</td>
    <td>278</td>
    <td>16</td>
    <td>UDHR english</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_english.txt.7</td>
    <td>134</td>
    <td>269</td>
    <td>17</td>
    <td>UDHR english</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_english.txt.8</td>
    <td>111</td>
    <td>211</td>
    <td>10</td>
    <td>UDHR english</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.1</td>
    <td>150</td>
    <td>322</td>
    <td>1</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.2</td>
    <td>149</td>
    <td>259</td>
    <td>7</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.3</td>
    <td>103</td>
    <td>184</td>
    <td>8</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.4</td>
    <td>140</td>
    <td>256</td>
    <td>16</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.5</td>
    <td>115</td>
    <td>264</td>
    <td>16</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.6</td>
    <td>134</td>
    <td>253</td>
    <td>14</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.7</td>
    <td>142</td>
    <td>276</td>
    <td>16</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.8</td>
    <td>75</td>
    <td>109</td>
    <td>6</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.9</td>
    <td>96</td>
    <td>156</td>
    <td>8</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_french.txt.10</td>
    <td>72</td>
    <td>109</td>
    <td>4</td>
    <td>UDHR french</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.1</td>
    <td>159</td>
    <td>343</td>
    <td>1</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.2</td>
    <td>97</td>
    <td>171</td>
    <td>2</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.3</td>
    <td>211</td>
    <td>471</td>
    <td>4</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.4</td>
    <td>243</td>
    <td>574</td>
    <td>14</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.5</td>
    <td>17</td>
    <td>23</td>
    <td>1</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.6</td>
    <td>1</td>
    <td>1</td>
    <td>1</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.7</td>
    <td>2</td>
    <td>2</td>
    <td>1</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.8</td>
    <td>214</td>
    <td>530</td>
    <td>7</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.9</td>
    <td>244</td>
    <td>593</td>
    <td>4</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_georgian.txt.10</td>
    <td>44</td>
    <td>57</td>
    <td>1</td>
    <td>UDHR georgian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.1</td>
    <td>141</td>
    <td>252</td>
    <td>6</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.2</td>
    <td>172</td>
    <td>284</td>
    <td>6</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.3</td>
    <td>109</td>
    <td>174</td>
    <td>9</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.4</td>
    <td>128</td>
    <td>245</td>
    <td>13</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.5</td>
    <td>125</td>
    <td>251</td>
    <td>21</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.6</td>
    <td>131</td>
    <td>255</td>
    <td>15</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.7</td>
    <td>135</td>
    <td>255</td>
    <td>14</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.8</td>
    <td>144</td>
    <td>268</td>
    <td>19</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_greek.txt.9</td>
    <td>122</td>
    <td>209</td>
    <td>8</td>
    <td>UDHR greek</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.1</td>
    <td>165</td>
    <td>294</td>
    <td>1</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.2</td>
    <td>140</td>
    <td>251</td>
    <td>11</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.3</td>
    <td>109</td>
    <td>165</td>
    <td>9</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.4</td>
    <td>45</td>
    <td>59</td>
    <td>4</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.5</td>
    <td>17</td>
    <td>21</td>
    <td>2</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.6</td>
    <td>41</td>
    <td>52</td>
    <td>4</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.7</td>
    <td>21</td>
    <td>27</td>
    <td>4</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.8</td>
    <td>58</td>
    <td>93</td>
    <td>7</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.9</td>
    <td>22</td>
    <td>28</td>
    <td>4</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.10</td>
    <td>78</td>
    <td>134</td>
    <td>6</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.11</td>
    <td>61</td>
    <td>77</td>
    <td>6</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.12</td>
    <td>29</td>
    <td>34</td>
    <td>1</td>
    <td>UDHR hungarian</td>
  </tr>
  <tr>
    <td>##</td>
    <td>UDHR_hungarian.txt.13</td>
    <td>81</td>
    <td>133</td>
    <td>9</td>
    <td>UDHR hungarian</td>
  </tr>
</table>
<table><tr><td>UDHR_hungarian.txt.14</td><td>77</td><td>121</td><td>6</td><td>UDHR hungarian</td></tr><tr><td>UDHR_hungarian.txt.15</td><td>86</td><td>129</td><td>10</td><td>UDHR hungarian</td></tr><tr><td>UDHR_hungarian.txt.16</td><td>40</td><td>54</td><td>4</td><td>UDHR hungarian</td></tr><tr><td>UDHR_hungarian.txt.17</td><td>75</td><td>104</td><td>5</td><td>UDHR hungarian</td></tr><tr><td>UDHR_hungarian.txt.18</td><td>18</td><td>20</td><td>2</td><td>UDHR hungarian</td></tr><tr><td>UDHR_hungarian.txt.19</td><td>37</td><td>47</td><td>1</td><td>UDHR hungarian</td></tr><tr><td>UDHR_icelandic.txt.1</td><td>3</td><td>3</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.2</td><td>6</td><td>6</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.3</td><td>58</td><td>77</td><td>5</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.4</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.5</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.6</td><td>11</td><td>13</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.7</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.8</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.9</td><td>107</td><td>185</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.10</td><td>73</td><td>107</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.11</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.12</td><td>98</td><td>155</td><td>7</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.13</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.14</td><td>79</td><td>133</td><td>6</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.15</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.16</td><td>132</td><td>204</td><td>13</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.17</td><td>107</td><td>184</td><td>19</td><td>UDHR icelandic</td></tr><tr><td>UDHR_icelandic.txt.18</td><td>1</td><td>1</td><td>1</td><td>UDHR icelandic</td></tr></table>

### 4.5.3.2.3 Subset We can subset sentences with 10 or more words

```
dat_udhr_corpus Para_long <- corpus_subset (dat_udhr_corpus para, ntoken (dat_udhr_corpus ndoc (dat_udhr_corpus para_long)
```

## [1] 133

```
summary (dat_udhr_corpus para_long)
```

## Corpus consisting of 133 documents, showing 100 documents:

<table><thead><tr><th></th><th>Text</th><th>Types</th><th>Tokens</th><th>Sentences</th><th>document</th><th>language</th></tr></thead><tbody><tr><td>UDHR_chinese.txt.1</td><td>267</td><td>559</td><td></td><td>3</td><td>UDHR</td><td>chinese</td></tr><tr><td>UDHR_chinese.txt.2</td><td>151</td><td>308</td><td></td><td>9</td><td>UDHR</td><td>chinese</td></tr><tr><td>UDHR_chinese.txt.3</td><td>157</td><td>370</td><td></td><td>13</td><td>UDHR</td><td>chinese</td></tr><tr><td>UDHR_chinese.txt.4</td><td>148</td><td>337</td><td></td><td>24</td><td>UDHR</td><td>chinese</td></tr><tr><td>UDHR_chinese.txt.5</td><td>189</td><td>442</td><td></td><td>15</td><td>UDHR</td><td>chinese</td></tr><tr><td>UDHR_chinese.txt.6</td><td>220</td><td>480</td><td></td><td>23</td><td>UDHR</td><td>chinese</td></tr><tr><td>UDHR_chinese.txt.7</td><td>161</td><td>353</td><td></td><td>12</td><td>UDHR</td><td>chinese</td></tr><tr><td>UDHR_czech.txt.1</td><td>179</td><td>278</td><td></td><td>1</td><td>UDHR</td><td>czech</td></tr><tr><td>UDHR_czech.txt.2</td><td>123</td><td>185</td><td></td><td>8</td><td>UDHR</td><td>czech</td></tr><tr><td>UDHR_czech.txt.3</td><td>135</td><td>211</td><td></td><td>11</td><td>UDHR</td><td>czech</td></tr></tbody></table>
<table>
  <tr>
    <td>UDHR_czech.txt.4</td>
    <td>128</td>
    <td>215</td>
    <td>19</td>
    <td>UDHR</td>
    <td>czech</td>
  </tr>
  <tr>
    <td>UDHR_czech.txt.5</td>
    <td>116</td>
    <td>207</td>
    <td>16</td>
    <td>UDHR</td>
    <td>czech</td>
  </tr>
  <tr>
    <td>UDHR_czech.txt.6</td>
    <td>141</td>
    <td>224</td>
    <td>13</td>
    <td>UDHR</td>
    <td>czech</td>
  </tr>
  <tr>
    <td>UDHR_czech.txt.7</td>
    <td>157</td>
    <td>271</td>
    <td>20</td>
    <td>UDHR</td>
    <td>czech</td>
  </tr>
  <tr>
    <td>UDHR_czech.txt.8</td>
    <td>112</td>
    <td>162</td>
    <td>8</td>
    <td>UDHR</td>
    <td>czech</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.1</td>
    <td>114</td>
    <td>170</td>
    <td>8</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.2</td>
    <td>58</td>
    <td>84</td>
    <td>1</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.3</td>
    <td>86</td>
    <td>141</td>
    <td>1</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.4</td>
    <td>82</td>
    <td>123</td>
    <td>5</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.5</td>
    <td>117</td>
    <td>221</td>
    <td>13</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.6</td>
    <td>120</td>
    <td>208</td>
    <td>13</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.7</td>
    <td>125</td>
    <td>236</td>
    <td>23</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.8</td>
    <td>125</td>
    <td>246</td>
    <td>23</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.9</td>
    <td>122</td>
    <td>246</td>
    <td>17</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.10</td>
    <td>128</td>
    <td>241</td>
    <td>21</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_danish.txt.11</td>
    <td>99</td>
    <td>171</td>
    <td>10</td>
    <td>UDHR</td>
    <td>danish</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.1</td>
    <td>139</td>
    <td>304</td>
    <td>1</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.2</td>
    <td>131</td>
    <td>239</td>
    <td>8</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.3</td>
    <td>115</td>
    <td>226</td>
    <td>11</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.4</td>
    <td>94</td>
    <td>192</td>
    <td>16</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.5</td>
    <td>116</td>
    <td>251</td>
    <td>18</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.6</td>
    <td>125</td>
    <td>278</td>
    <td>16</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.7</td>
    <td>134</td>
    <td>269</td>
    <td>17</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_english.txt.8</td>
    <td>111</td>
    <td>211</td>
    <td>10</td>
    <td>UDHR</td>
    <td>english</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.1</td>
    <td>150</td>
    <td>322</td>
    <td>1</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.2</td>
    <td>149</td>
    <td>259</td>
    <td>7</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.3</td>
    <td>103</td>
    <td>184</td>
    <td>8</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.4</td>
    <td>140</td>
    <td>256</td>
    <td>16</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.5</td>
    <td>115</td>
    <td>264</td>
    <td>16</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.6</td>
    <td>134</td>
    <td>253</td>
    <td>14</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.7</td>
    <td>142</td>
    <td>276</td>
    <td>16</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.8</td>
    <td>75</td>
    <td>109</td>
    <td>6</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.9</td>
    <td>96</td>
    <td>156</td>
    <td>8</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_french.txt.10</td>
    <td>72</td>
    <td>109</td>
    <td>4</td>
    <td>UDHR</td>
    <td>french</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.1</td>
    <td>159</td>
    <td>343</td>
    <td>1</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.2</td>
    <td>97</td>
    <td>171</td>
    <td>2</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.3</td>
    <td>211</td>
    <td>471</td>
    <td>4</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.4</td>
    <td>243</td>
    <td>574</td>
    <td>14</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.5</td>
    <td>17</td>
    <td>23</td>
    <td>1</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.8</td>
    <td>214</td>
    <td>530</td>
    <td>7</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.9</td>
    <td>244</td>
    <td>593</td>
    <td>4</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_georgian.txt.10</td>
    <td>44</td>
    <td>57</td>
    <td>1</td>
    <td>UDHR</td>
    <td>georgian</td>
  </tr>
  <tr>
    <td>UDHR_greek.txt.1</td>
    <td>141</td>
    <td>252</td>
    <td>6</td>
    <td>UDHR</td>
    <td>greek</td>
  </tr>
  <tr>
    <td>UDHR_greek.txt.2</td>
    <td>172</td>
    <td>284</td>
    <td>6</td>
    <td>UDHR</td>
    <td>greek</td>
  </tr>
  <tr>
    <td>UDHR_greek.txt.3</td>
    <td>109</td>
    <td>174</td>
    <td>9</td>
    <td>UDHR</td>
    <td>greek</td>
  </tr>
  <tr>
    <td>UDHR_greek.txt.4</td>
    <td>128</td>
    <td>245</td>
    <td>13</td>
    <td>UDHR</td>
    <td>greek</td>
  </tr>
</table>
<table>
  <tbody>
    <tr>
      <td>UDHR_greek.txt.5</td>
      <td>125</td>
      <td>251</td>
      <td>21</td>
      <td>UDHR greek</td>
    </tr>
    <tr>
      <td>UDHR_greek.txt.6</td>
      <td>131</td>
      <td>255</td>
      <td>15</td>
      <td>UDHR greek</td>
    </tr>
    <tr>
      <td>UDHR_greek.txt.7</td>
      <td>135</td>
      <td>255</td>
      <td>14</td>
      <td>UDHR greek</td>
    </tr>
    <tr>
      <td>UDHR_greek.txt.8</td>
      <td>144</td>
      <td>268</td>
      <td>19</td>
      <td>UDHR greek</td>
    </tr>
    <tr>
      <td>UDHR_greek.txt.9</td>
      <td>122</td>
      <td>209</td>
      <td>8</td>
      <td>UDHR greek</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.1</td>
      <td>165</td>
      <td>294</td>
      <td>1</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.2</td>
      <td>140</td>
      <td>251</td>
      <td>11</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.3</td>
      <td>109</td>
      <td>165</td>
      <td>9</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.4</td>
      <td>45</td>
      <td>59</td>
      <td>4</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.5</td>
      <td>17</td>
      <td>21</td>
      <td>2</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.6</td>
      <td>41</td>
      <td>52</td>
      <td>4</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.7</td>
      <td>21</td>
      <td>27</td>
      <td>4</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.8</td>
      <td>58</td>
      <td>93</td>
      <td>7</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.9</td>
      <td>22</td>
      <td>28</td>
      <td>4</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.10</td>
      <td>78</td>
      <td>134</td>
      <td>6</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.11</td>
      <td>61</td>
      <td>77</td>
      <td>6</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.12</td>
      <td>29</td>
      <td>34</td>
      <td>1</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.13</td>
      <td>81</td>
      <td>133</td>
      <td>9</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.14</td>
      <td>77</td>
      <td>121</td>
      <td>6</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.15</td>
      <td>86</td>
      <td>129</td>
      <td>10</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.16</td>
      <td>40</td>
      <td>54</td>
      <td>4</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.17</td>
      <td>75</td>
      <td>104</td>
      <td>5</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.18</td>
      <td>18</td>
      <td>20</td>
      <td>2</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_hungarian.txt.19</td>
      <td>37</td>
      <td>47</td>
      <td>1</td>
      <td>UDHR hungarian</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.3</td>
      <td>58</td>
      <td>77</td>
      <td>5</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.6</td>
      <td>11</td>
      <td>13</td>
      <td>1</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.9</td>
      <td>107</td>
      <td>185</td>
      <td>1</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.10</td>
      <td>73</td>
      <td>107</td>
      <td>1</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.12</td>
      <td>98</td>
      <td>155</td>
      <td>7</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.14</td>
      <td>79</td>
      <td>133</td>
      <td>6</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.16</td>
      <td>132</td>
      <td>204</td>
      <td>13</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.17</td>
      <td>107</td>
      <td>184</td>
      <td>19</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.19</td>
      <td>105</td>
      <td>210</td>
      <td>15</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.20</td>
      <td>112</td>
      <td>187</td>
      <td>13</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.21</td>
      <td>122</td>
      <td>191</td>
      <td>14</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.23</td>
      <td>115</td>
      <td>185</td>
      <td>12</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR_icelandic.txt.24</td>
      <td>53</td>
      <td>66</td>
      <td>3</td>
      <td>UDHR icelandic</td>
    </tr>
    <tr>
      <td>UDHR.irish.txt.1</td>
      <td>171</td>
      <td>335</td>
      <td>2</td>
      <td>UDHR irish</td>
    </tr>
    <tr>
      <td>UDHR.irish.txt.2</td>
      <td>127</td>
      <td>221</td>
      <td>12</td>
      <td>UDHR irish</td>
    </tr>
    <tr>
      <td>UDHR.irish.txt.3</td>
      <td>118</td>
      <td>215</td>
      <td>13</td>
      <td>UDHR irish</td>
    </tr>
    <tr>
      <td>UDHR.irish.txt.4</td>
      <td>125</td>
      <td>242</td>
      <td>19</td>
      <td>UDHR irish</td>
    </tr>
    <tr>
      <td>UDHR.irish.txt.5</td>
      <td>130</td>
      <td>271</td>
      <td>17</td>
      <td>UDHR irish</td>
    </tr>
    <tr>
      <td>UDHR.irish.txt.6</td>
      <td>135</td>
      <td>269</td>
      <td>16</td>
      <td>UDHR irish</td>
    </tr>
    <tr>
      <td>UDHR.irish.txt.7</td>
      <td>142</td>
      <td>280</td>
      <td>18</td>
      <td>UDHR irish</td>
    </tr>
  </tbody>
</table>
## [ reached max_ndoc ... 7 more documents ]

```
dat_udhr_corpus_tokens <- tokens (dat_udhr_corpus, remove_punct = TRUE)
dat_udhr_corpus_tokens
```

### 4.5.3.3.2 Without punctuations

## Tokens consisting of 13 documents and 2 docvars.

## UDHR_chinese.txt :

## [1] " " " " " " " " " " " " " "

## [9] " " " " " " " "

## [ ... and 2,603 more ]

##

## UDHR_czech.txt :

## [1] "VŠEOBECNÁ" "DEKLARACE" "LIDSKÝCH" "PRÁV" "Úvod"

## [6] "U" "vědomí" "toho" "že" "uznání"

## [11] "přirozené" "důstojnosti"

## [ ... and 1,519 more ]

##

## UDHR_danish.txt :

## [1] "Den" "10" "december"

## [4] "1948" "vedtog" "og"

## [7] "offentliggjorde" "FNs" "tredie"

## [10] "generalforsamling" "Verdenserklæringen" "om"

## [ ... and 1,814 more ]

##

## UDHR_english.txt :

## [1] "Universal" "Declaration" "of" "Human" "Rights"

## [6] "Preamble" "Whereas" "recognition" "of" "the"

## [11] "inherent" "dignity"

## [ ... and 1,766 more ]

##

## UDHR_french.txt :

## [1] "Déclaration" "universelle" "des" "droits"

## [5] "de" "l'homme" "Préambule" "Considérant"

## [9] "que" "la" "reconnaissance" "de"

## [ ... and 1,962 more ]

##

## UDHR_georgian.txt :

## [1] "FLFVBFYBC" "EAKT" "<" "FSF" "CF"

## [6] ">" "JDTKSFJ" "LTRKFHFWBF" "GHTFV" "<"

## [11] "EKF" "dbyfblfy"

## [ ... and 2,023 more ]

##

## [ reached max_ndoc ... 7 more documents ]
4.5.3.4 Types

We can also generate types on the tokenised corpus (without punctuations)

```
dat_udhr_corpus_tokens_no_punct_types <- types (dat_udhr_corpus_tokens_no_punct)
dat_udhr_corpus_tokens_no_punct_types
```

<table><tr><td>##</td><td>[1] " "</td><td>" "</td></tr><tr><td>##</td><td>[3] " "</td><td>" "</td></tr><tr><td>##</td><td>[5] " "</td><td>" "</td></tr><tr><td>##</td><td>[7] " "</td><td>" "</td></tr><tr><td>##</td><td>[9] " "</td><td>" "</td></tr><tr><td>##</td><td>[11] " "</td><td>" "</td></tr><tr><td>##</td><td>[13] "217A"</td><td>"III"</td></tr><tr><td>##</td><td>[15] " "</td><td>" "</td></tr><tr><td>##</td><td>[17] " "</td><td>" "</td></tr><tr><td>##</td><td>[19] " "</td><td>"1948"</td></tr><tr><td>##</td><td>[21] " "</td><td>"12"</td></tr><tr><td>##</td><td>[23] " "</td><td>"10"</td></tr><tr><td>##</td><td>[25] " "</td><td>" "</td></tr><tr><td>##</td><td>[27] " "</td><td>" "</td></tr><tr><td>##</td><td>[29] " "</td><td>" "</td></tr><tr><td>##</td><td>[31] " "</td><td>" "</td></tr><tr><td>##</td><td>[33] " "</td><td>" "</td></tr><tr><td>##</td><td>[35] " "</td><td>" "</td></tr><tr><td>##</td><td>[37] " "</td><td>" "</td></tr><tr><td>##</td><td>[39] " "</td><td>" "</td></tr><tr><td>##</td><td>[41] " "</td><td>" "</td></tr><tr><td>##</td><td>[43] " "</td><td>" "</td></tr><tr><td>##</td><td>[45] " "</td><td>" "</td></tr><tr><td>##</td><td>[47] " "</td><td>" "</td></tr><tr><td>##</td><td>[49] " "</td><td>" "</td></tr><tr><td>##</td><td>[51] " "</td><td>" "</td></tr><tr><td>##</td><td>[53] " "</td><td>" "</td></tr><tr><td>##</td><td>[55] " "</td><td>" "</td></tr><tr><td>##</td><td>[57] " "</td><td>" "</td></tr><tr><td>##</td><td>[59] " "</td><td>" "</td></tr><tr><td>##</td><td>[61] " "</td><td>" "</td></tr><tr><td>##</td><td>[63] " "</td><td>" "</td></tr><tr><td>##</td><td>[65] " "</td><td>" "</td></tr><tr><td>##</td><td>[67] " "</td><td>" "</td></tr><tr><td>##</td><td>[69] " "</td><td>" "</td></tr><tr><td>##</td><td>[71] " "</td><td>" "</td></tr><tr><td>##</td><td>[73] " "</td><td>" "</td></tr><tr><td>##</td><td>[75] " "</td><td>" "</td></tr><tr><td>##</td><td>[77] " "</td><td>" "</td></tr><tr><td>##</td><td>[79] " "</td><td>" "</td></tr></table>
<table><tr><td>##</td><td>[81]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[83]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[85]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[87]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[89]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[91]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[93]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[95]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[97]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[99]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[101]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[103]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[105]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[107]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[109]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[111]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[113]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[115]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[117]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[119]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[121]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[123]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[125]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[127]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[129]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[131]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[133]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[135]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[137]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[139]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[141]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[143]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[145]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[147]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[149]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[151]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[153]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[155]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[157]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[159]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[161]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[163]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[165]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[167]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[169]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[171]</td><td>" "</td><td>" "</td></tr></table>
<table><tr><td>## [173]</td><td>" "</td><td>" "</td></tr><tr><td>## [175]</td><td>" "</td><td>" "</td></tr><tr><td>## [177]</td><td>" "</td><td>" "</td></tr><tr><td>## [179]</td><td>" "</td><td>" "</td></tr><tr><td>## [181]</td><td>" "</td><td>" "</td></tr><tr><td>## [183]</td><td>" "</td><td>" "</td></tr><tr><td>## [185]</td><td>" "</td><td>" "</td></tr><tr><td>## [187]</td><td>" "</td><td>" "</td></tr><tr><td>## [189]</td><td>" "</td><td>" "</td></tr><tr><td>## [191]</td><td>" "</td><td>" "</td></tr><tr><td>## [193]</td><td>" "</td><td>" "</td></tr><tr><td>## [195]</td><td>" "</td><td>" "</td></tr><tr><td>## [197]</td><td>" "</td><td>" "</td></tr><tr><td>## [199]</td><td>" "</td><td>" "</td></tr><tr><td>## [201]</td><td>" "</td><td>" "</td></tr><tr><td>## [203]</td><td>" "</td><td>" "</td></tr><tr><td>## [205]</td><td>" "</td><td>" "</td></tr><tr><td>## [207]</td><td>" "</td><td>" "</td></tr><tr><td>## [209]</td><td>" "</td><td>" "</td></tr><tr><td>## [211]</td><td>" "</td><td>" "</td></tr><tr><td>## [213]</td><td>" "</td><td>" "</td></tr><tr><td>## [215]</td><td>" "</td><td>" "</td></tr><tr><td>## [217]</td><td>" "</td><td>" "</td></tr><tr><td>## [219]</td><td>" "</td><td>" "</td></tr><tr><td>## [221]</td><td>" "</td><td>" "</td></tr><tr><td>## [223]</td><td>" "</td><td>" "</td></tr><tr><td>## [225]</td><td>" "</td><td>" "</td></tr><tr><td>## [227]</td><td>" "</td><td>" "</td></tr><tr><td>## [229]</td><td>" "</td><td>" "</td></tr><tr><td>## [231]</td><td>" "</td><td>" "</td></tr><tr><td>## [233]</td><td>" "</td><td>" "</td></tr><tr><td>## [235]</td><td>" "</td><td>" "</td></tr><tr><td>## [237]</td><td>" "</td><td>" "</td></tr><tr><td>## [239]</td><td>" "</td><td>" "</td></tr><tr><td>## [241]</td><td>" "</td><td>" "</td></tr><tr><td>## [243]</td><td>" "</td><td>" "</td></tr><tr><td>## [245]</td><td>" "</td><td>" "</td></tr><tr><td>## [247]</td><td>" "</td><td>" "</td></tr><tr><td>## [249]</td><td>" "</td><td>" "</td></tr><tr><td>## [251]</td><td>" "</td><td>" "</td></tr><tr><td>## [253]</td><td>" "</td><td>" "</td></tr><tr><td>## [255]</td><td>" "</td><td>" "</td></tr><tr><td>## [257]</td><td>" "</td><td>" "</td></tr><tr><td>## [259]</td><td>" "</td><td>" "</td></tr><tr><td>## [261]</td><td>" "</td><td>" "</td></tr><tr><td>## [263]</td><td>" "</td><td>" "</td></tr></table>
<table>
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<table><tr><td>##</td><td>[357]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[359]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[361]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[363]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[365]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[367]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[369]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[371]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[373]</td><td>"1"</td><td>" "</td></tr><tr><td>##</td><td>[375]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[377]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[379]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[381]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[383]</td><td>" "</td><td>"2"</td></tr><tr><td>##</td><td>[385]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[387]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[389]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[391]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[393]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[395]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[397]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[399]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[401]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[403]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[405]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[407]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[409]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[411]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[413]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[415]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[417]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[419]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[421]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[423]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[425]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[427]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[429]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[431]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[433]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[435]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[437]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[439]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[441]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[443]</td><td>"3"</td><td>" "</td></tr><tr><td>##</td><td>[445]</td><td>" "</td><td>" "</td></tr><tr><td>##</td><td>[447]</td><td>" "</td><td>" "</td></tr></table>