<table>
  <tbody>
    <tr>
      <td>NG_44</td>
      <td>-3.07550000</td>
      <td>8.331833333</td>
      <td>18.751167</td>
      <td>2.867666667</td>
      <td>26.210667</td>
      <td>41.715167</td>
    </tr>
    <tr>
      <td>NG_45</td>
      <td>0.47683333</td>
      <td>7.387166667</td>
      <td>11.088500</td>
      <td>6.752000000</td>
      <td>23.260167</td>
      <td>38.907167</td>
    </tr>
    <tr>
      <td>NG_46</td>
      <td>-6.09950000</td>
      <td>4.361833333</td>
      <td>16.759333</td>
      <td>7.042000000</td>
      <td>22.186000</td>
      <td>36.592333</td>
    </tr>
    <tr>
      <td>NG_47</td>
      <td>-1.38350000</td>
      <td>4.628000000</td>
      <td>18.832833</td>
      <td>6.363833333</td>
      <td>20.097833</td>
      <td>35.673167</td>
    </tr>
    <tr>
      <td>NG_48</td>
      <td>-2.85583333</td>
      <td>4.805166667</td>
      <td>14.934333</td>
      <td>4.563333333</td>
      <td>22.948500</td>
      <td>39.114167</td>
    </tr>
    <tr>
      <td>NG_49</td>
      <td>-1.06466667</td>
      <td>6.664333333</td>
      <td>24.496000</td>
      <td>2.008000000</td>
      <td>32.031167</td>
      <td>44.379833</td>
    </tr>
    <tr>
      <td>NG_50</td>
      <td>0.14016667</td>
      <td>6.098166667</td>
      <td>23.467167</td>
      <td>4.982833333</td>
      <td>24.294333</td>
      <td>38.288500</td>
    </tr>
    <tr>
      <td>NG_51</td>
      <td>4.26283333</td>
      <td>7.751666667</td>
      <td>23.980000</td>
      <td>0.813333333</td>
      <td>26.426167</td>
      <td>39.095833</td>
    </tr>
    <tr>
      <td>NG_52</td>
      <td>-2.97900000</td>
      <td>5.992500000</td>
      <td>20.569500</td>
      <td>5.854833333</td>
      <td>20.852667</td>
      <td>36.347000</td>
    </tr>
    <tr>
      <td>NG_53</td>
      <td>-2.06350000</td>
      <td>4.226333333</td>
      <td>21.297000</td>
      <td>9.777000000</td>
      <td>19.425833</td>
      <td>36.786167</td>
    </tr>
    <tr>
      <td>NG_54</td>
      <td>-2.31733333</td>
      <td>5.063333333</td>
      <td>23.394333</td>
      <td>8.241833333</td>
      <td>15.237167</td>
      <td>33.257000</td>
    </tr>
    <tr>
      <td>NG_55</td>
      <td>-3.45316667</td>
      <td>7.541166667</td>
      <td>19.078000</td>
      <td>5.439500000</td>
      <td>24.682167</td>
      <td>38.759000</td>
    </tr>
    <tr>
      <td>NG_56</td>
      <td>-1.14116667</td>
      <td>4.466500000</td>
      <td>19.642667</td>
      <td>7.803166667</td>
      <td>28.685000</td>
      <td>45.927167</td>
    </tr>
    <tr>
      <td>NG_57</td>
      <td>0.26766667</td>
      <td>6.368333333</td>
      <td>13.624000</td>
      <td>9.893666667</td>
      <td>26.812500</td>
      <td>43.442167</td>
    </tr>
    <tr>
      <td>NG_58</td>
      <td>-1.11016667</td>
      <td>4.297500000</td>
      <td>23.784833</td>
      <td>6.197333333</td>
      <td>22.321000</td>
      <td>39.080167</td>
    </tr>
    <tr>
      <td>NG_59</td>
      <td>-2.04033333</td>
      <td>6.748166667</td>
      <td>19.932500</td>
      <td>3.737000000</td>
      <td>17.398500</td>
      <td>32.003000</td>
    </tr>
    <tr>
      <td>NG_60</td>
      <td>0.23183333</td>
      <td>10.534666670</td>
      <td>18.533000</td>
      <td>0.742166667</td>
      <td>16.582333</td>
      <td>33.375000</td>
    </tr>
    <tr>
      <td>NG_61</td>
      <td>-1.66466667</td>
      <td>8.570166667</td>
      <td>18.390333</td>
      <td>4.670166667</td>
      <td>28.861833</td>
      <td>40.951167</td>
    </tr>
    <tr>
      <td>NG_62</td>
      <td>-0.26233333</td>
      <td>7.725166667</td>
      <td>18.743333</td>
      <td>3.312000000</td>
      <td>28.803833</td>
      <td>43.577167</td>
    </tr>
    <tr>
      <td>NG_63</td>
      <td>0.36583333</td>
      <td>9.212333333</td>
      <td>20.924833</td>
      <td>-0.401833333</td>
      <td>26.470667</td>
      <td>39.387333</td>
    </tr>
    <tr>
      <td>NG_64</td>
      <td>-1.82450000</td>
      <td>5.458500000</td>
      <td>16.680833</td>
      <td>8.479833333</td>
      <td>26.752333</td>
      <td>42.608500</td>
    </tr>
    <tr>
      <td>NG_65</td>
      <td>-1.18650000</td>
      <td>5.892666667</td>
      <td>20.984833</td>
      <td>4.972666667</td>
      <td>32.300667</td>
      <td>49.459167</td>
    </tr>
    <tr>
      <td>NG_66</td>
      <td>0.13600000</td>
      <td>8.593333333</td>
      <td>16.819500</td>
      <td>8.260500000</td>
      <td>25.922833</td>
      <td>42.095333</td>
    </tr>
    <tr>
      <td>NG_67</td>
      <td>-3.43000000</td>
      <td>5.250000000</td>
      <td>20.483833</td>
      <td>9.473000000</td>
      <td>24.603167</td>
      <td>39.238167</td>
    </tr>
    <tr>
      <td>NG_68</td>
      <td>-3.19350000</td>
      <td>5.035500000</td>
      <td>25.831000</td>
      <td>6.753500000</td>
      <td>25.031167</td>
      <td>40.533667</td>
    </tr>
    <tr>
      <td>NG_69</td>
      <td>-1.84866667</td>
      <td>6.272500000</td>
      <td>24.399333</td>
      <td>6.540666667</td>
      <td>20.254500</td>
      <td>35.307000</td>
    </tr>
    <tr>
      <td>NG_70</td>
      <td>0.07000000</td>
      <td>5.028166667</td>
      <td>21.527333</td>
      <td>0.848833333</td>
      <td>26.010167</td>
      <td>26.257500</td>
    </tr>
    <tr>
      <td>NG_71</td>
      <td>0.37566667</td>
      <td>4.832333333</td>
      <td>18.392667</td>
      <td>3.513166667</td>
      <td>22.094167</td>
      <td>22.833500</td>
    </tr>
    <tr>
      <td>NG_72</td>
      <td>1.41383333</td>
      <td>3.416500000</td>
      <td>18.955833</td>
      <td>3.570333333</td>
      <td>22.851333</td>
      <td>24.795167</td>
    </tr>
    <tr>
      <td>NG_73</td>
      <td>-1.31833333</td>
      <td>6.949833333</td>
      <td>17.324333</td>
      <td>4.757166667</td>
      <td>26.829167</td>
      <td>42.199833</td>
    </tr>
    <tr>
      <td>NG_74</td>
      <td>0.59833333</td>
      <td>6.156000000</td>
      <td>17.675000</td>
      <td>5.631000000</td>
      <td>24.599667</td>
      <td>41.283500</td>
    </tr>
    <tr>
      <td>NG_75</td>
      <td>0.83883333</td>
      <td>7.472000000</td>
      <td>17.864000</td>
      <td>2.590166667</td>
      <td>25.462333</td>
      <td>41.547500</td>
    </tr>
    <tr>
      <td>NG_76</td>
      <td>-3.00616667</td>
      <td>6.626833333</td>
      <td>36.300167</td>
      <td>-2.117666667</td>
      <td>24.892500</td>
      <td>32.019333</td>
    </tr>
    <tr>
      <td>NG_77</td>
      <td>-3.11516667</td>
      <td>7.064666667</td>
      <td>34.745500</td>
      <td>-1.841666667</td>
      <td>23.906667</td>
      <td>32.834500</td>
    </tr>
    <tr>
      <td>NG_78</td>
      <td>-1.85233333</td>
      <td>8.969333333</td>
      <td>35.161333</td>
      <td>-6.130000000</td>
      <td>16.803667</td>
      <td>26.958167</td>
    </tr>
    <tr>
      <td>NG_79</td>
      <td>-0.93783333</td>
      <td>6.761166667</td>
      <td>32.249333</td>
      <td>-0.625000000</td>
      <td>28.473000</td>
      <td>35.903000</td>
    </tr>
    <tr>
      <td>NG_80</td>
      <td>-0.84783333</td>
      <td>5.885833333</td>
      <td>34.436333</td>
      <td>-1.162000000</td>
      <td>28.160000</td>
      <td>37.346000</td>
    </tr>
    <tr>
      <td>NG_81</td>
      <td>-0.91850000</td>
      <td>6.307666667</td>
      <td>35.521667</td>
      <td>-1.504500000</td>
      <td>22.985500</td>
      <td>32.422167</td>
    </tr>
    <tr>
      <td>NG_82</td>
      <td>-5.76750000</td>
      <td>8.029000000</td>
      <td>39.941667</td>
      <td>-5.919833333</td>
      <td>27.660000</td>
      <td>37.166500</td>
    </tr>
    <tr>
      <td>NG_83</td>
      <td>-4.71600000</td>
      <td>7.525666667</td>
      <td>40.458000</td>
      <td>-5.383666667</td>
      <td>29.305333</td>
      <td>38.904000</td>
    </tr>
    <tr>
      <td>NG_84</td>
      <td>-3.06266667</td>
      <td>7.578333333</td>
      <td>37.534167</td>
      <td>-5.380000000</td>
      <td>23.841167</td>
      <td>33.468833</td>
    </tr>
    <tr>
      <td>NG_85</td>
      <td>-3.19350000</td>
      <td>7.475500000</td>
      <td>38.893667</td>
      <td>-3.814833333</td>
      <td>30.927333</td>
      <td>40.302667</td>
    </tr>
    <tr>
      <td>NG_86</td>
      <td>-1.77683333</td>
      <td>5.565000000</td>
      <td>35.104333</td>
      <td>-0.031666667</td>
      <td>32.547500</td>
      <td>41.723667</td>
    </tr>
    <tr>
      <td>NG_87</td>
      <td>-0.77616667</td>
      <td>7.540666667</td>
      <td>35.467500</td>
      <td>-1.902833333</td>
      <td>28.722667</td>
      <td>39.413333</td>
    </tr>
    <tr>
      <td>NG_88</td>
      <td>-4.25383333</td>
      <td>7.335333333</td>
      <td>40.156833</td>
      <td>-5.909000000</td>
      <td>24.259667</td>
      <td>32.909167</td>
    </tr>
    <tr>
      <td>NG_89</td>
      <td>-3.13866667</td>
      <td>8.417333333</td>
      <td>39.482667</td>
      <td>-8.019333333</td>
      <td>20.776833</td>
      <td>30.312500</td>
    </tr>
  </tbody>
</table>
<table>
  <tbody>
    <tr>
      <td>NG_90</td>
      <td>-2.02800000</td>
      <td>7.330500000</td>
      <td>40.420500</td>
      <td>-7.590500000</td>
      <td>16.695500</td>
      <td>27.748667</td>
    </tr>
    <tr>
      <td>NG_91</td>
      <td>-3.67183333</td>
      <td>6.255500000</td>
      <td>30.644000</td>
      <td>1.082000000</td>
      <td>27.679000</td>
      <td>34.623000</td>
    </tr>
    <tr>
      <td>NG_92</td>
      <td>-1.50583333</td>
      <td>7.674666667</td>
      <td>30.884000</td>
      <td>-2.138166667</td>
      <td>20.572667</td>
      <td>28.020000</td>
    </tr>
    <tr>
      <td>NG_93</td>
      <td>-0.88900000</td>
      <td>7.091500000</td>
      <td>29.805500</td>
      <td>0.254833333</td>
      <td>18.422667</td>
      <td>26.524500</td>
    </tr>
    <tr>
      <td>NG_94</td>
      <td>-3.84116667</td>
      <td>6.477666667</td>
      <td>34.885500</td>
      <td>0.661833333</td>
      <td>27.061000</td>
      <td>35.540167</td>
    </tr>
    <tr>
      <td>NG_95</td>
      <td>-3.06800000</td>
      <td>5.920000000</td>
      <td>35.857667</td>
      <td>-1.563000000</td>
      <td>27.813167</td>
      <td>39.171333</td>
    </tr>
    <tr>
      <td>NG_96</td>
      <td>-2.43950000</td>
      <td>8.428000000</td>
      <td>35.298667</td>
      <td>-3.338000000</td>
      <td>22.448833</td>
      <td>32.184000</td>
    </tr>
    <tr>
      <td>NG_97</td>
      <td>-2.01383333</td>
      <td>7.384000000</td>
      <td>34.776667</td>
      <td>-2.359166667</td>
      <td>32.320667</td>
      <td>40.413333</td>
    </tr>
    <tr>
      <td>NG_98</td>
      <td>-2.18583333</td>
      <td>8.554166667</td>
      <td>35.658000</td>
      <td>-4.994500000</td>
      <td>29.195667</td>
      <td>38.127667</td>
    </tr>
    <tr>
      <td>NG_99</td>
      <td>0.21633333</td>
      <td>7.168500000</td>
      <td>30.666000</td>
      <td>-1.255833333</td>
      <td>26.361500</td>
      <td>35.226833</td>
    </tr>
    <tr>
      <td>NG_100</td>
      <td>-1.55050000</td>
      <td>8.093166667</td>
      <td>39.557000</td>
      <td>-7.973333333</td>
      <td>24.780500</td>
      <td>34.246167</td>
    </tr>
    <tr>
      <td>NG_101</td>
      <td>-1.92750000</td>
      <td>8.842500000</td>
      <td>36.968167</td>
      <td>-6.090333333</td>
      <td>25.359333</td>
      <td>34.556667</td>
    </tr>
    <tr>
      <td>NG_102</td>
      <td>-1.65516667</td>
      <td>9.405333333</td>
      <td>36.859833</td>
      <td>-9.195833333</td>
      <td>18.714333</td>
      <td>28.538000</td>
    </tr>
    <tr>
      <td>NG_103</td>
      <td>-2.42250000</td>
      <td>9.692333333</td>
      <td>41.367500</td>
      <td>-10.706666670</td>
      <td>27.259167</td>
      <td>36.753167</td>
    </tr>
    <tr>
      <td>NG_104</td>
      <td>-0.83733333</td>
      <td>10.538833330</td>
      <td>39.066000</td>
      <td>-15.417333330</td>
      <td>34.282000</td>
      <td>44.209167</td>
    </tr>
    <tr>
      <td>NG_105</td>
      <td>1.54650000</td>
      <td>10.909833330</td>
      <td>39.110667</td>
      <td>-11.562833330</td>
      <td>32.250167</td>
      <td>40.586500</td>
    </tr>
    <tr>
      <td>NG_106</td>
      <td>-0.79033333</td>
      <td>6.658833333</td>
      <td>36.544333</td>
      <td>-2.281500000</td>
      <td>31.864667</td>
      <td>39.693000</td>
    </tr>
    <tr>
      <td>NG_107</td>
      <td>-0.95750000</td>
      <td>7.114666667</td>
      <td>33.859667</td>
      <td>-2.805166667</td>
      <td>18.166333</td>
      <td>26.624167</td>
    </tr>
    <tr>
      <td>NG_108</td>
      <td>-1.92516667</td>
      <td>8.978500000</td>
      <td>34.993667</td>
      <td>-5.126166667</td>
      <td>25.378333</td>
      <td>35.334667</td>
    </tr>
    <tr>
      <td>NG_109</td>
      <td>-4.44816667</td>
      <td>5.717666667</td>
      <td>36.727833</td>
      <td>0.933666667</td>
      <td>28.686000</td>
      <td>36.299333</td>
    </tr>
    <tr>
      <td>NG_110</td>
      <td>-3.99733333</td>
      <td>8.119333333</td>
      <td>34.626333</td>
      <td>-1.524833333</td>
      <td>28.853833</td>
      <td>35.692667</td>
    </tr>
    <tr>
      <td>NG_111</td>
      <td>-1.77466667</td>
      <td>8.142333333</td>
      <td>30.861167</td>
      <td>0.723333333</td>
      <td>25.004500</td>
      <td>33.758167</td>
    </tr>
    <tr>
      <td>NG_112</td>
      <td>-1.88983333</td>
      <td>6.496666667</td>
      <td>36.353167</td>
      <td>-0.334666667</td>
      <td>23.174000</td>
      <td>32.527000</td>
    </tr>
    <tr>
      <td>NG_113</td>
      <td>-2.07400000</td>
      <td>7.668000000</td>
      <td>36.937500</td>
      <td>-4.112833333</td>
      <td>23.376333</td>
      <td>33.425667</td>
    </tr>
    <tr>
      <td>NG_114</td>
      <td>-2.02833333</td>
      <td>10.702500000</td>
      <td>35.328833</td>
      <td>-4.194500000</td>
      <td>27.603500</td>
      <td>36.990833</td>
    </tr>
    <tr>
      <td>NG_115</td>
      <td>7.66150000</td>
      <td>1.197666667</td>
      <td>11.873667</td>
      <td>3.744666667</td>
      <td>46.498667</td>
      <td>40.240833</td>
    </tr>
    <tr>
      <td>NG_116</td>
      <td>6.58500000</td>
      <td>5.950000000</td>
      <td>10.258333</td>
      <td>1.402500000</td>
      <td>47.857167</td>
      <td>44.116000</td>
    </tr>
    <tr>
      <td>NG_117</td>
      <td>6.84383333</td>
      <td>2.165500000</td>
      <td>9.870667</td>
      <td>2.767666667</td>
      <td>46.959667</td>
      <td>41.745333</td>
    </tr>
    <tr>
      <td>NG_118</td>
      <td>5.93033333</td>
      <td>4.252666667</td>
      <td>9.894667</td>
      <td>0.980000000</td>
      <td>48.517833</td>
      <td>42.999667</td>
    </tr>
    <tr>
      <td>NG_119</td>
      <td>7.32200000</td>
      <td>6.136666667</td>
      <td>11.163667</td>
      <td>0.609000000</td>
      <td>43.719000</td>
      <td>40.056833</td>
    </tr>
    <tr>
      <td>NG_120</td>
      <td>6.66233333</td>
      <td>2.112333333</td>
      <td>13.717167</td>
      <td>2.355000000</td>
      <td>50.688167</td>
      <td>46.204500</td>
    </tr>
    <tr>
      <td>NG_121</td>
      <td>6.42400000</td>
      <td>5.136333333</td>
      <td>9.088333</td>
      <td>1.917666667</td>
      <td>45.707833</td>
      <td>40.572667</td>
    </tr>
    <tr>
      <td>NG_122</td>
      <td>6.15600000</td>
      <td>9.080666667</td>
      <td>4.518500</td>
      <td>0.323666667</td>
      <td>48.193000</td>
      <td>43.358167</td>
    </tr>
    <tr>
      <td>NG_123</td>
      <td>8.62300000</td>
      <td>6.445166667</td>
      <td>7.072500</td>
      <td>0.901000000</td>
      <td>45.232000</td>
      <td>40.800667</td>
    </tr>
    <tr>
      <td>NG_124</td>
      <td>9.04033333</td>
      <td>7.654666667</td>
      <td>6.734167</td>
      <td>1.027666667</td>
      <td>47.421667</td>
      <td>45.590667</td>
    </tr>
    <tr>
      <td>NG_125</td>
      <td>6.81600000</td>
      <td>3.680833333</td>
      <td>12.285833</td>
      <td>2.599000000</td>
      <td>44.437333</td>
      <td>42.380333</td>
    </tr>
    <tr>
      <td>NG_126</td>
      <td>7.65550000</td>
      <td>3.299333333</td>
      <td>8.892333</td>
      <td>4.648166667</td>
      <td>51.155667</td>
      <td>47.656667</td>
    </tr>
    <tr>
      <td>NG_127</td>
      <td>6.64500000</td>
      <td>8.503666667</td>
      <td>12.925833</td>
      <td>-3.231666667</td>
      <td>51.524000</td>
      <td>43.297000</td>
    </tr>
    <tr>
      <td>NG_128</td>
      <td>3.99933333</td>
      <td>7.786500000</td>
      <td>8.409333</td>
      <td>-3.722000000</td>
      <td>44.696000</td>
      <td>37.075000</td>
    </tr>
    <tr>
      <td>NG_129</td>
      <td>3.03116667</td>
      <td>9.476500000</td>
      <td>16.576833</td>
      <td>-3.833000000</td>
      <td>49.213833</td>
      <td>40.767167</td>
    </tr>
    <tr>
      <td>NG_130</td>
      <td>6.65716667</td>
      <td>7.296666667</td>
      <td>14.853500</td>
      <td>0.465000000</td>
      <td>53.904833</td>
      <td>49.320667</td>
    </tr>
    <tr>
      <td>NG_131</td>
      <td>6.69916667</td>
      <td>7.559333333</td>
      <td>14.333000</td>
      <td>1.630166667</td>
      <td>51.974667</td>
      <td>48.283167</td>
    </tr>
    <tr>
      <td>NG_132</td>
      <td>6.89150000</td>
      <td>6.303333333</td>
      <td>12.384667</td>
      <td>2.846000000</td>
      <td>51.409000</td>
      <td>47.879000</td>
    </tr>
    <tr>
      <td>NG_133</td>
      <td>5.86633333</td>
      <td>7.395833333</td>
      <td>13.872000</td>
      <td>0.074166667</td>
      <td>45.795500</td>
      <td>40.049667</td>
    </tr>
    <tr>
      <td>NG_134</td>
      <td>7.37333333</td>
      <td>6.542666667</td>
      <td>8.268167</td>
      <td>1.645000000</td>
      <td>48.126167</td>
      <td>43.224333</td>
    </tr>
    <tr>
      <td>NG_135</td>
      <td>8.60016667</td>
      <td>6.310666667</td>
      <td>12.379500</td>
      <td>2.468000000</td>
      <td>46.783667</td>
      <td>41.374333</td>
    </tr>
  </tbody>
</table>
<table>
  <tr>
    <td>NG_136</td>
    <td>7.48983333</td>
    <td>10.841833330</td>
    <td>10.620833</td>
    <td>-3.300166667</td>
    <td>44.292667</td>
    <td>41.622667</td>
  </tr>
  <tr>
    <td>NG_137</td>
    <td>7.90116667</td>
    <td>6.469833333</td>
    <td>9.557833</td>
    <td>0.836500000</td>
    <td>49.131333</td>
    <td>45.301333</td>
  </tr>
  <tr>
    <td>NG_138</td>
    <td>9.64316667</td>
    <td>1.298000000</td>
    <td>12.782000</td>
    <td>5.345500000</td>
    <td>49.999500</td>
    <td>46.790000</td>
  </tr>
  <tr>
    <td>NG_139</td>
    <td>5.31350000</td>
    <td>10.845166670</td>
    <td>3.410333</td>
    <td>-2.586833333</td>
    <td>47.555167</td>
    <td>40.955667</td>
  </tr>
  <tr>
    <td>NG_140</td>
    <td>6.55166667</td>
    <td>4.531000000</td>
    <td>12.009667</td>
    <td>1.448333333</td>
    <td>50.183667</td>
    <td>43.484333</td>
  </tr>
  <tr>
    <td>NG_141</td>
    <td>4.82083333</td>
    <td>9.065166667</td>
    <td>14.953667</td>
    <td>-3.511500000</td>
    <td>51.242167</td>
    <td>43.725000</td>
  </tr>
  <tr>
    <td>NG_142</td>
    <td>4.87583333</td>
    <td>10.351500000</td>
    <td>10.420500</td>
    <td>-6.451166667</td>
    <td>52.954500</td>
    <td>46.347333</td>
  </tr>
  <tr>
    <td>NG_143</td>
    <td>7.81216667</td>
    <td>5.774500000</td>
    <td>8.129333</td>
    <td>-2.328666667</td>
    <td>48.894500</td>
    <td>44.551667</td>
  </tr>
  <tr>
    <td>NG_144</td>
    <td>9.56816667</td>
    <td>2.323000000</td>
    <td>14.119500</td>
    <td>1.358666667</td>
    <td>48.036500</td>
    <td>43.965667</td>
  </tr>
  <tr>
    <td>NG_145</td>
    <td>9.43833333</td>
    <td>4.354333333</td>
    <td>15.305667</td>
    <td>1.258000000</td>
    <td>46.374333</td>
    <td>40.568333</td>
  </tr>
  <tr>
    <td>NG_146</td>
    <td>10.73116667</td>
    <td>6.220833333</td>
    <td>17.264833</td>
    <td>2.077166667</td>
    <td>47.096333</td>
    <td>42.449333</td>
  </tr>
  <tr>
    <td>NG_147</td>
    <td>6.79966667</td>
    <td>10.011166670</td>
    <td>15.909667</td>
    <td>1.242333333</td>
    <td>46.845667</td>
    <td>40.779167</td>
  </tr>
  <tr>
    <td>NG_148</td>
    <td>6.13333333</td>
    <td>11.177666667</td>
    <td>11.078833</td>
    <td>-0.877166667</td>
    <td>51.495500</td>
    <td>46.211833</td>
  </tr>
  <tr>
    <td>NG_149</td>
    <td>7.12666667</td>
    <td>7.873833333</td>
    <td>16.148167</td>
    <td>-0.753166667</td>
    <td>49.634500</td>
    <td>45.398667</td>
  </tr>
  <tr>
    <td>NG_150</td>
    <td>9.27016667</td>
    <td>5.620666667</td>
    <td>12.992333</td>
    <td>-0.474500000</td>
    <td>49.228167</td>
    <td>45.138000</td>
  </tr>
  <tr>
    <td>NG_151</td>
    <td>5.45950000</td>
    <td>3.793833333</td>
    <td>19.614833</td>
    <td>3.029666667</td>
    <td>44.232667</td>
    <td>53.795833</td>
  </tr>
  <tr>
    <td>NG_152</td>
    <td>5.50650000</td>
    <td>3.429333333</td>
    <td>14.570667</td>
    <td>3.102166667</td>
    <td>45.512000</td>
    <td>55.082333</td>
  </tr>
  <tr>
    <td>NG_153</td>
    <td>5.25783333</td>
    <td>3.717833333</td>
    <td>18.685000</td>
    <td>4.424000000</td>
    <td>44.857667</td>
    <td>54.150167</td>
  </tr>
  <tr>
    <td>NG_154</td>
    <td>6.97766667</td>
    <td>2.278000000</td>
    <td>15.998667</td>
    <td>4.408000000</td>
    <td>46.847833</td>
    <td>56.063667</td>
  </tr>
  <tr>
    <td>NG_155</td>
    <td>3.29183333</td>
    <td>3.213166667</td>
    <td>17.808667</td>
    <td>3.435666667</td>
    <td>47.434667</td>
    <td>56.213667</td>
  </tr>
  <tr>
    <td>NG_156</td>
    <td>6.12516667</td>
    <td>2.808000000</td>
    <td>11.857333</td>
    <td>3.021500000</td>
    <td>46.344000</td>
    <td>55.267667</td>
  </tr>
  <tr>
    <td>NG_157</td>
    <td>2.19566667</td>
    <td>2.419000000</td>
    <td>15.384167</td>
    <td>4.793500000</td>
    <td>48.931000</td>
    <td>56.945500</td>
  </tr>
  <tr>
    <td>NG_158</td>
    <td>1.78600000</td>
    <td>2.449333333</td>
    <td>21.912500</td>
    <td>5.288666667</td>
    <td>46.059833</td>
    <td>54.450167</td>
  </tr>
  <tr>
    <td>NG_159</td>
    <td>7.26750000</td>
    <td>1.590000000</td>
    <td>16.917833</td>
    <td>3.307833333</td>
    <td>49.042667</td>
    <td>57.957500</td>
  </tr>
  <tr>
    <td>NG_160</td>
    <td>3.46500000</td>
    <td>2.551833333</td>
    <td>18.616000</td>
    <td>3.522333333</td>
    <td>48.557833</td>
    <td>57.132333</td>
  </tr>
  <tr>
    <td>NG_161</td>
    <td>4.30716667</td>
    <td>2.590833333</td>
    <td>19.438000</td>
    <td>3.170166667</td>
    <td>47.319500</td>
    <td>56.156500</td>
  </tr>
  <tr>
    <td>NG_162</td>
    <td>7.08450000</td>
    <td>1.920833333</td>
    <td>18.555000</td>
    <td>2.447833333</td>
    <td>48.537833</td>
    <td>56.356667</td>
  </tr>
  <tr>
    <td>NG_163</td>
    <td>8.64116667</td>
    <td>1.765666667</td>
    <td>13.772667</td>
    <td>1.187666667</td>
    <td>45.127667</td>
    <td>53.181667</td>
  </tr>
  <tr>
    <td>NG_164</td>
    <td>8.67216667</td>
    <td>-0.041000000</td>
    <td>12.318833</td>
    <td>2.486500000</td>
    <td>43.235667</td>
    <td>51.117500</td>
  </tr>
  <tr>
    <td>NG_165</td>
    <td>7.76066667</td>
    <td>1.208500000</td>
    <td>14.442167</td>
    <td>1.533000000</td>
    <td>43.387833</td>
    <td>51.072500</td>
  </tr>
  <tr>
    <td>NG_166</td>
    <td>7.05300000</td>
    <td>1.860666667</td>
    <td>18.161667</td>
    <td>2.545166667</td>
    <td>48.470833</td>
    <td>55.233833</td>
  </tr>
  <tr>
    <td>NG_167</td>
    <td>10.10583333</td>
    <td>2.294000000</td>
    <td>16.026833</td>
    <td>1.171000000</td>
    <td>45.628000</td>
    <td>52.814833</td>
  </tr>
  <tr>
    <td>NG_168</td>
    <td>9.08116667</td>
    <td>1.576333333</td>
    <td>16.050667</td>
    <td>2.781333333</td>
    <td>45.913667</td>
    <td>52.382667</td>
  </tr>
  <tr>
    <td>NG_169</td>
    <td>12.00033333</td>
    <td>-2.795333333</td>
    <td>18.623500</td>
    <td>3.297500000</td>
    <td>44.811667</td>
    <td>52.155000</td>
  </tr>
  <tr>
    <td>NG_170</td>
    <td>11.14216667</td>
    <td>-0.045833333</td>
    <td>21.096500</td>
    <td>1.933500000</td>
    <td>47.965500</td>
    <td>55.142167</td>
  </tr>
  <tr>
    <td>NG_171</td>
    <td>9.39583333</td>
    <td>1.984166667</td>
    <td>19.208333</td>
    <td>4.875666667</td>
    <td>41.758500</td>
    <td>50.026167</td>
  </tr>
  <tr>
    <td>NG_172</td>
    <td>6.25033333</td>
    <td>4.357333333</td>
    <td>16.745500</td>
    <td>3.993000000</td>
    <td>49.193500</td>
    <td>58.104833</td>
  </tr>
  <tr>
    <td>NG_173</td>
    <td>6.16933333</td>
    <td>2.789500000</td>
    <td>16.295667</td>
    <td>4.880166667</td>
    <td>47.224667</td>
    <td>55.407833</td>
  </tr>
  <tr>
    <td>NG_174</td>
    <td>8.17166667</td>
    <td>1.764500000</td>
    <td>14.384667</td>
    <td>2.901000000</td>
    <td>47.784167</td>
    <td>55.448333</td>
  </tr>
  <tr>
    <td>NG_175</td>
    <td>8.13666667</td>
    <td>2.333000000</td>
    <td>15.898000</td>
    <td>3.660333333</td>
    <td>42.385000</td>
    <td>50.295167</td>
  </tr>
  <tr>
    <td>NG_176</td>
    <td>8.51300000</td>
    <td>2.941666667</td>
    <td>12.940833</td>
    <td>4.390666667</td>
    <td>42.598000</td>
    <td>51.172833</td>
  </tr>
  <tr>
    <td>NG_177</td>
    <td>8.71766667</td>
    <td>1.643166667</td>
    <td>15.877000</td>
    <td>4.366166667</td>
    <td>44.771833</td>
    <td>52.006500</td>
  </tr>
  <tr>
    <td>NG_178</td>
    <td>11.73500000</td>
    <td>-1.807000000</td>
    <td>10.121667</td>
    <td>3.911000000</td>
    <td>43.461500</td>
    <td>48.814833</td>
  </tr>
  <tr>
    <td>NG_179</td>
    <td>8.19833333</td>
    <td>4.679500000</td>
    <td>9.243667</td>
    <td>4.632166667</td>
    <td>42.643167</td>
    <td>50.167167</td>
  </tr>
  <tr>
    <td>NG_180</td>
    <td>8.37833333</td>
    <td>4.425000000</td>
    <td>6.316000</td>
    <td>3.806166667</td>
    <td>43.237333</td>
    <td>51.076500</td>
  </tr>
  <tr>
    <td>NG_181</td>
    <td>9.50950000</td>
    <td>-0.926000000</td>
    <td>7.399167</td>
    <td>4.393333333</td>
    <td>44.450167</td>
    <td>51.595833</td>
  </tr>
</table>
<table><tr><td>NG_182</td><td>12.00216667</td><td>-4.039666667</td><td>8.940667</td><td>3.370000000</td><td>43.295167</td><td>49.892167</td></tr><tr><td>NG_183</td><td>10.72050000</td><td>-0.395833333</td><td>15.177500</td><td>3.734666667</td><td>46.657500</td><td>52.621333</td></tr><tr><td>NG_184</td><td>8.53400000</td><td>-2.554833333</td><td>16.520000</td><td>4.933166667</td><td>43.220167</td><td>52.092667</td></tr><tr><td>NG_185</td><td>6.45833333</td><td>1.224333333</td><td>11.076833</td><td>3.458000000</td><td>44.489500</td><td>53.545167</td></tr><tr><td>NG_186</td><td>7.21850000</td><td>-0.113166667</td><td>14.961500</td><td>5.684000000</td><td>45.195167</td><td>54.851333</td></tr><tr><td>NG_187</td><td>10.00533333</td><td>4.851833333</td><td>31.166500</td><td>-11.089000000</td><td>43.525667</td><td>48.724833</td></tr><tr><td>NG_188</td><td>10.27166667</td><td>4.174166667</td><td>31.581500</td><td>-8.263333333</td><td>42.356500</td><td>45.503500</td></tr><tr><td>NG_189</td><td>10.50283333</td><td>3.502333333</td><td>27.345000</td><td>-8.775000000</td><td>39.381333</td><td>42.560833</td></tr><tr><td>NG_190</td><td>10.17016667</td><td>5.239666667</td><td>25.999500</td><td>-10.199000000</td><td>39.295333</td><td>42.032833</td></tr><tr><td>NG_191</td><td>11.20783333</td><td>5.204000000</td><td>29.144000</td><td>-11.102000000</td><td>43.221167</td><td>45.868833</td></tr><tr><td>NG_192</td><td>11.64933333</td><td>3.810500000</td><td>32.734667</td><td>-12.603000000</td><td>45.267000</td><td>48.433500</td></tr><tr><td>NG_193</td><td>15.58616667</td><td>-9.237666667</td><td>39.018500</td><td>-10.537833330</td><td>41.799333</td><td>45.439333</td></tr><tr><td>NG_194</td><td>17.71333333</td><td>-9.563166667</td><td>38.262167</td><td>-10.827500000</td><td>43.433000</td><td>48.353833</td></tr><tr><td>NG_195</td><td>13.40633333</td><td>1.054000000</td><td>34.207333</td><td>-13.633166670</td><td>42.593333</td><td>47.568333</td></tr><tr><td>NG_196</td><td>13.91150000</td><td>-5.925000000</td><td>39.062333</td><td>-10.193166670</td><td>46.155500</td><td>52.468833</td></tr><tr><td>NG_197</td><td>15.21750000</td><td>-3.086000000</td><td>36.555167</td><td>-13.073166670</td><td>44.827833</td><td>48.557833</td></tr><tr><td>NG_198</td><td>15.37683333</td><td>-3.750500000</td><td>36.845667</td><td>-12.196500000</td><td>45.901167</td><td>48.957500</td></tr><tr><td>NG_199</td><td>0.85633333</td><td>2.092833333</td><td>31.612833</td><td>-11.214833330</td><td>33.792667</td><td>37.605500</td></tr><tr><td>NG_200</td><td>9.655000000</td><td>0.492833333</td><td>31.857833</td><td>-13.204833330</td><td>42.102667</td><td>46.237667</td></tr><tr><td>NG_201</td><td>5.90850000</td><td>-0.302000000</td><td>37.493000</td><td>-13.105166670</td><td>28.748667</td><td>33.522833</td></tr><tr><td>NG_202</td><td>15.35983333</td><td>-4.769166667</td><td>33.213167</td><td>-9.190000000</td><td>42.819000</td><td>44.657167</td></tr><tr><td>NG_203</td><td>14.29500000</td><td>-3.534333333</td><td>30.466667</td><td>-8.795500000</td><td>45.021333</td><td>46.204833</td></tr><tr><td>NG_204</td><td>13.29600000</td><td>-1.953333333</td><td>32.283000</td><td>-9.134333333</td><td>43.613167</td><td>47.334667</td></tr><tr><td>NG_205</td><td>14.43000000</td><td>-3.838833333</td><td>34.026500</td><td>-7.637000000</td><td>45.583833</td><td>50.567000</td></tr><tr><td>NG_206</td><td>13.29600000</td><td>-0.111833333</td><td>31.591667</td><td>-8.195500000</td><td>43.351167</td><td>48.157167</td></tr><tr><td>NG_207</td><td>12.66233333</td><td>1.366833333</td><td>32.005500</td><td>-8.974166667</td><td>45.730000</td><td>48.167000</td></tr><tr><td>NG_208</td><td>14.73400000</td><td>-5.578833333</td><td>33.194167</td><td>-6.390000000</td><td>41.644500</td><td>46.661000</td></tr><tr><td>NG_209</td><td>13.75066667</td><td>0.468166667</td><td>29.431333</td><td>-8.199500000</td><td>42.157833</td><td>45.697833</td></tr><tr><td>NG_210</td><td>13.35000000</td><td>0.613833333</td><td>29.337667</td><td>-7.487000000</td><td>43.763167</td><td>48.063500</td></tr><tr><td>NG_211</td><td>15.61750000</td><td>-8.560333333</td><td>40.212667</td><td>-14.169166670</td><td>41.779833</td><td>45.874167</td></tr><tr><td>NG_212</td><td>14.81783333</td><td>-8.396333333</td><td>39.620167</td><td>-13.320166670</td><td>42.738000</td><td>46.238833</td></tr><tr><td>NG_213</td><td>15.11866667</td><td>-8.666166667</td><td>39.124000</td><td>-13.339833330</td><td>45.635667</td><td>49.216500</td></tr><tr><td>NG_214</td><td>19.15600000</td><td>-12.908000000</td><td>39.448333</td><td>-11.470666670</td><td>41.717833</td><td>45.727333</td></tr><tr><td>NG_215</td><td>15.87583333</td><td>-8.476000000</td><td>38.533667</td><td>-12.799500000</td><td>45.592000</td><td>48.578167</td></tr><tr><td>NG_216</td><td>16.15016667</td><td>-5.053500000</td><td>36.714500</td><td>-13.820500000</td><td>43.574500</td><td>46.867667</td></tr><tr><td>NG_217</td><td>17.35700000</td><td>-9.295000000</td><td>38.836500</td><td>-12.211666670</td><td>42.152000</td><td>45.714333</td></tr><tr><td>NG_218</td><td>16.48600000</td><td>-6.788666667</td><td>38.670333</td><td>-13.268000000</td><td>42.432667</td><td>48.011167</td></tr><tr><td>NG_219</td><td>15.04783333</td><td>-5.928833333</td><td>37.929167</td><td>-12.825833330</td><td>45.649167</td><td>48.954500</td></tr><tr><td>NG_220</td><td>12.48766667</td><td>-2.358166667</td><td>36.002167</td><td>-9.001500000</td><td>42.809167</td><td>49.376667</td></tr><tr><td>NG_221</td><td>13.52300000</td><td>-2.439500000</td><td>35.781833</td><td>-9.728500000</td><td>42.997167</td><td>46.797833</td></tr><tr><td>NG_222</td><td>14.84483333</td><td>-1.770666667</td><td>33.774833</td><td>-10.687166667</td><td>42.967333</td><td>47.908500</td></tr><tr><td>HNR25</td><td>16.98700</td><td>16.96567</td><td>0.425166667</td><td>0.04283333</td><td>5.0769740</td><td>2.994892</td><td>6.3888571</td></tr><tr><td>HNR35</td><td>28.37033</td><td>25.54933</td><td>0.358333333</td><td>0.04483333</td><td>5.1603564</td><td>3.709608</td><td>5.9400658</td></tr><tr><td>SHR</td><td>15.20767</td><td>17.18033</td><td>0.392833333</td><td>0.04216667</td><td>4.8277024</td><td>3.624215</td><td>6.3593622</td></tr><tr><td>soe</td><td>22.52317</td><td>19.90650</td><td>0.383500000</td><td>0.04466667</td><td>4.8102218</td><td>3.510302</td><td>6.2453769</td></tr><tr><td>Z1mnZ0</td><td>5.0769740</td><td></td><td></td><td></td><td></td><td></td><td></td></tr><tr><td>Z2mnZ1</td><td>5.1603564</td><td></td><td></td><td></td><td></td><td></td><td></td></tr><tr><td>Z3mnZ2</td><td>5.0769740</td><td></td><td></td><td></td><td></td><td></td><td></td></tr></table>
<table>
  <tr>
    <td>G_05</td>
    <td>28.18867</td>
    <td>24.94500</td>
    <td>0.420000000</td>
    <td>0.04083333</td>
    <td>4.7128376</td>
    <td>3.895518</td>
    <td>5.8240212</td>
  </tr>
  <tr>
    <td>G_06</td>
    <td>19.85783</td>
    <td>18.14617</td>
    <td>0.310333333</td>
    <td>0.04983333</td>
    <td>4.8477119</td>
    <td>3.711640</td>
    <td>6.1129897</td>
  </tr>
  <tr>
    <td>G_07</td>
    <td>19.21467</td>
    <td>17.03400</td>
    <td>0.595166667</td>
    <td>0.04533333</td>
    <td>5.1715126</td>
    <td>3.356130</td>
    <td>5.8229432</td>
  </tr>
  <tr>
    <td>G_08</td>
    <td>21.73733</td>
    <td>21.34783</td>
    <td>0.478000000</td>
    <td>0.04600000</td>
    <td>5.1493955</td>
    <td>3.430090</td>
    <td>6.0811958</td>
  </tr>
  <tr>
    <td>G_09</td>
    <td>25.73267</td>
    <td>23.86617</td>
    <td>0.404833333</td>
    <td>0.04183333</td>
    <td>4.8308869</td>
    <td>3.699086</td>
    <td>5.6607290</td>
  </tr>
  <tr>
    <td>G_10</td>
    <td>31.59400</td>
    <td>29.14750</td>
    <td>0.497000000</td>
    <td>0.04450000</td>
    <td>4.7451953</td>
    <td>3.985419</td>
    <td>5.4497377</td>
  </tr>
  <tr>
    <td>G_11</td>
    <td>18.16667</td>
    <td>18.56100</td>
    <td>0.423666667</td>
    <td>0.03500000</td>
    <td>4.5327393</td>
    <td>4.086174</td>
    <td>5.5487657</td>
  </tr>
  <tr>
    <td>G_12</td>
    <td>26.43100</td>
    <td>25.35083</td>
    <td>0.463833333</td>
    <td>0.03750000</td>
    <td>5.0926663</td>
    <td>2.866768</td>
    <td>6.5928698</td>
  </tr>
  <tr>
    <td>G_13</td>
    <td>34.19633</td>
    <td>32.10367</td>
    <td>0.469833333</td>
    <td>0.03750000</td>
    <td>5.1055697</td>
    <td>3.290856</td>
    <td>6.1048315</td>
  </tr>
  <tr>
    <td>G_14</td>
    <td>23.95250</td>
    <td>25.29017</td>
    <td>0.505500000</td>
    <td>0.04566667</td>
    <td>4.9538656</td>
    <td>3.377111</td>
    <td>6.4624817</td>
  </tr>
  <tr>
    <td>G_15</td>
    <td>25.14567</td>
    <td>24.63117</td>
    <td>0.670666667</td>
    <td>0.04533333</td>
    <td>6.3324906</td>
    <td>3.615676</td>
    <td>4.2367641</td>
  </tr>
  <tr>
    <td>G_16</td>
    <td>17.68317</td>
    <td>18.49967</td>
    <td>0.673833333</td>
    <td>0.04616667</td>
    <td>6.3598328</td>
    <td>3.498095</td>
    <td>4.3294339</td>
  </tr>
  <tr>
    <td>G_17</td>
    <td>26.77767</td>
    <td>24.87917</td>
    <td>0.637000000</td>
    <td>0.05050000</td>
    <td>6.5495098</td>
    <td>3.336993</td>
    <td>4.5088830</td>
  </tr>
  <tr>
    <td>G_18</td>
    <td>35.46050</td>
    <td>33.09133</td>
    <td>0.780333333</td>
    <td>0.03866667</td>
    <td>6.1609976</td>
    <td>3.462780</td>
    <td>4.6768477</td>
  </tr>
  <tr>
    <td>G_19</td>
    <td>31.43300</td>
    <td>30.16067</td>
    <td>0.708833333</td>
    <td>0.04750000</td>
    <td>6.1134547</td>
    <td>3.587614</td>
    <td>4.6282162</td>
  </tr>
  <tr>
    <td>G_20</td>
    <td>26.67733</td>
    <td>24.19800</td>
    <td>0.787833333</td>
    <td>0.05416667</td>
    <td>6.3397502</td>
    <td>3.318830</td>
    <td>4.7786659</td>
  </tr>
  <tr>
    <td>G_21</td>
    <td>25.56933</td>
    <td>23.64000</td>
    <td>0.432666667</td>
    <td>0.06833333</td>
    <td>3.2964730</td>
    <td>7.270944</td>
    <td>3.5204182</td>
  </tr>
  <tr>
    <td>G_22</td>
    <td>30.64417</td>
    <td>29.81333</td>
    <td>0.313333333</td>
    <td>0.06383333</td>
    <td>3.1606773</td>
    <td>8.439895</td>
    <td>2.2297144</td>
  </tr>
  <tr>
    <td>G_23</td>
    <td>23.84483</td>
    <td>23.01950</td>
    <td>0.295166667</td>
    <td>0.05666667</td>
    <td>3.2037843</td>
    <td>7.896060</td>
    <td>2.8983298</td>
  </tr>
  <tr>
    <td>G_24</td>
    <td>36.57100</td>
    <td>33.11600</td>
    <td>0.000000000</td>
    <td>0.06550000</td>
    <td>2.5701874</td>
    <td>8.641231</td>
    <td>2.5962623</td>
  </tr>
  <tr>
    <td>G_25</td>
    <td>36.77800</td>
    <td>31.84817</td>
    <td>0.028833333</td>
    <td>0.06166667</td>
    <td>2.6049001</td>
    <td>9.014237</td>
    <td>2.6281675</td>
  </tr>
  <tr>
    <td>G_26</td>
    <td>39.35700</td>
    <td>35.09283</td>
    <td>0.442333333</td>
    <td>0.06083333</td>
    <td>2.8042926</td>
    <td>8.916975</td>
    <td>2.3537446</td>
  </tr>
  <tr>
    <td>G_27</td>
    <td>30.66700</td>
    <td>27.89317</td>
    <td>0.561166667</td>
    <td>0.05550000</td>
    <td>3.3403432</td>
    <td>6.364206</td>
    <td>4.6015049</td>
  </tr>
  <tr>
    <td>G_28</td>
    <td>32.61150</td>
    <td>29.39833</td>
    <td>0.503333333</td>
    <td>0.04783333</td>
    <td>3.2847840</td>
    <td>7.612213</td>
    <td>3.2928552</td>
  </tr>
  <tr>
    <td>G_29</td>
    <td>28.29850</td>
    <td>26.69100</td>
    <td>0.445166667</td>
    <td>0.05800000</td>
    <td>3.3634856</td>
    <td>6.785616</td>
    <td>3.8890315</td>
  </tr>
  <tr>
    <td>G_30</td>
    <td>28.08983</td>
    <td>25.34700</td>
    <td>0.582333333</td>
    <td>0.05983333</td>
    <td>2.8644611</td>
    <td>9.113537</td>
    <td>1.6656031</td>
  </tr>
  <tr>
    <td>G_31</td>
    <td>30.54300</td>
    <td>25.62867</td>
    <td>0.561333333</td>
    <td>0.06566667</td>
    <td>2.9934459</td>
    <td>9.066597</td>
    <td>2.0831579</td>
  </tr>
  <tr>
    <td>G_32</td>
    <td>23.10150</td>
    <td>19.64050</td>
    <td>0.309000000</td>
    <td>0.05783333</td>
    <td>3.0660506</td>
    <td>8.955903</td>
    <td>1.9721397</td>
  </tr>
  <tr>
    <td>G_33</td>
    <td>30.35183</td>
    <td>27.80350</td>
    <td>0.566000000</td>
    <td>0.06450000</td>
    <td>3.2652836</td>
    <td>7.495166</td>
    <td>3.4986339</td>
  </tr>
  <tr>
    <td>G_34</td>
    <td>34.76583</td>
    <td>30.98083</td>
    <td>0.670333333</td>
    <td>0.06383333</td>
    <td>3.0627057</td>
    <td>8.417232</td>
    <td>2.6454171</td>
  </tr>
  <tr>
    <td>G_35</td>
    <td>31.49417</td>
    <td>30.15467</td>
    <td>0.519666667</td>
    <td>0.06066667</td>
    <td>3.2636138</td>
    <td>7.435294</td>
    <td>3.3404844</td>
  </tr>
  <tr>
    <td>G_36</td>
    <td>40.24883</td>
    <td>36.76233</td>
    <td>0.509333333</td>
    <td>0.05383333</td>
    <td>3.2224604</td>
    <td>9.442807</td>
    <td>2.4142453</td>
  </tr>
  <tr>
    <td>G_37</td>
    <td>38.95117</td>
    <td>34.71550</td>
    <td>0.452666667</td>
    <td>0.05050000</td>
    <td>3.0148261</td>
    <td>9.763520</td>
    <td>2.2528522</td>
  </tr>
  <tr>
    <td>G_38</td>
    <td>41.84617</td>
    <td>38.48600</td>
    <td>0.459833333</td>
    <td>0.04583333</td>
    <td>3.1893541</td>
    <td>9.486244</td>
    <td>2.3580755</td>
  </tr>
  <tr>
    <td>G_39</td>
    <td>36.26017</td>
    <td>33.01700</td>
    <td>0.362500000</td>
    <td>0.05800000</td>
    <td>2.9979124</td>
    <td>9.160826</td>
    <td>2.2960242</td>
  </tr>
  <tr>
    <td>G_40</td>
    <td>34.20700</td>
    <td>31.38600</td>
    <td>0.528500000</td>
    <td>0.05566667</td>
    <td>3.1951419</td>
    <td>8.835512</td>
    <td>2.2055245</td>
  </tr>
  <tr>
    <td>G_41</td>
    <td>13.10000</td>
    <td>14.20417</td>
    <td>0.425666667</td>
    <td>0.04483333</td>
    <td>5.2125033</td>
    <td>2.925461</td>
    <td>6.4119186</td>
  </tr>
  <tr>
    <td>G_42</td>
    <td>21.27700</td>
    <td>19.15967</td>
    <td>0.317000000</td>
    <td>0.05016667</td>
    <td>5.0462229</td>
    <td>3.239174</td>
    <td>6.1671875</td>
  </tr>
  <tr>
    <td>G_43</td>
    <td>31.97517</td>
    <td>29.74567</td>
    <td>0.540500000</td>
    <td>0.04416667</td>
    <td>4.6981006</td>
    <td>3.582176</td>
    <td>6.1948875</td>
  </tr>
  <tr>
    <td>G_44</td>
    <td>33.67633</td>
    <td>30.99233</td>
    <td>0.576166667</td>
    <td>0.04900000</td>
    <td>4.7053965</td>
    <td>3.595551</td>
    <td>6.1894921</td>
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  <tr>
    <td>G_45</td>
    <td>25.45733</td>
    <td>25.37300</td>
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    <td>4.5702577</td>
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  <tr>
    <td>G_46</td>
    <td>31.01450</td>
    <td>28.45250</td>
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    <td>0.04366667</td>
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  <tr>
    <td>G_47</td>
    <td>32.72017</td>
    <td>31.06550</td>
    <td>0.363166667</td>
    <td>0.04416667</td>
    <td>4.9396923</td>
    <td>2.573498</td>
    <td>7.3924128</td>
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  <tr>
    <td>G_48</td>
    <td>25.72767</td>
    <td>24.88717</td>
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    <td>0.04566667</td>
    <td>4.8158573</td>
    <td>3.001630</td>
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  <tr>
    <td>G_49</td>
    <td>23.74683</td>
    <td>20.48917</td>
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    <td>0.06816667</td>
    <td>2.4602072</td>
    <td>9.379766</td>
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  <tr>
    <td>G_50</td>
    <td>25.53950</td>
    <td>23.50183</td>
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    <td>0.05616667</td>
    <td>3.0266356</td>
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</table>
<table>
  <tr>
    <td>G_51</td>
    <td>33.48450</td>
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  <tr>
    <td>G_52</td>
    <td>30.53933</td>
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    <td>0.05866667</td>
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  <tr>
    <td>G_53</td>
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  <tr>
    <td>G_54</td>
    <td>34.96900</td>
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  <tr>
    <td>G_55</td>
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  <tr>
    <td>G_56</td>
    <td>25.47433</td>
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  <tr>
    <td>G_57</td>
    <td>28.47183</td>
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  <tr>
    <td>G_58</td>
    <td>21.10867</td>
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    <td>0.05900000</td>
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  <tr>
    <td>G_59</td>
    <td>26.56867</td>
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    <td>0.04816667</td>
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  <tr>
    <td>G_60</td>
    <td>24.91817</td>
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    <td>0.04900000</td>
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  <tr>
    <td>G_61</td>
    <td>28.28550</td>
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    <td>0.06133333</td>
    <td>3.1369731</td>
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  <tr>
    <td>G_62</td>
    <td>31.68683</td>
    <td>28.79950</td>
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    <td>0.06083333</td>
    <td>3.3726854</td>
    <td>8.823203</td>
    <td>2.3183980</td>
  </tr>
  <tr>
    <td>G_63</td>
    <td>28.39400</td>
    <td>27.34950</td>
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    <td>0.04933333</td>
    <td>3.2688140</td>
    <td>8.787928</td>
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  <tr>
    <td>G_64</td>
    <td>29.86667</td>
    <td>26.00367</td>
    <td>0.158500000</td>
    <td>0.06633333</td>
    <td>2.6761732</td>
    <td>8.887629</td>
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  <tr>
    <td>G_65</td>
    <td>27.21250</td>
    <td>23.81683</td>
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    <td>0.06283333</td>
    <td>2.8642917</td>
    <td>8.818971</td>
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  <tr>
    <td>G_66</td>
    <td>30.45233</td>
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    <td>0.05100000</td>
    <td>3.0171355</td>
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  <tr>
    <td>G_67</td>
    <td>31.84117</td>
    <td>27.90417</td>
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    <td>2.7612634</td>
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  <tr>
    <td>G_68</td>
    <td>33.54767</td>
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    <td>2.9877226</td>
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  <tr>
    <td>G_69</td>
    <td>34.09317</td>
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    <td>0.05850000</td>
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  <tr>
    <td>G_70</td>
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  <tr>
    <td>G_71</td>
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  <tr>
    <td>G_72</td>
    <td>42.30367</td>
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  <tr>
    <td>G_73</td>
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  <tr>
    <td>G_74</td>
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  <tr>
    <td>G_75</td>
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  <tr>
    <td>G_76</td>
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  <tr>
    <td>G_77</td>
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  <tr>
    <td>G_78</td>
    <td>39.95400</td>
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  <tr>
    <td>G_79</td>
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  <tr>
    <td>G_80</td>
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  <tr>
    <td>G_81</td>
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  <tr>
    <td>G_82</td>
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  <tr>
    <td>G_83</td>
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  <tr>
    <td>G_84</td>
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  <tr>
    <td>G_85</td>
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  <tr>
    <td>G_86</td>
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  <tr>
    <td>G_87</td>
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  <tr>
    <td>G_88</td>
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  <tr>
    <td>G_89</td>
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  <tr>
    <td>G_90</td>
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  <tr>
    <td>G_91</td>
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  </tr>
  <tr>
    <td>G_92</td>
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  <tr>
    <td>G_93</td>
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  <tr>
    <td>G_94</td>
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  <tr>
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  <tr>
    <td>G_96</td>
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</table>
<table>
  <tr>
    <td>G_97</td>
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  <tr>
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  <tr>
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  <tr>
    <td>G_100</td>
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  <tr>
    <td>G_101</td>
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  <tr>
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  <tr>
    <td>G_103</td>
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  <tr>
    <td>G_104</td>
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  <tr>
    <td>G_105</td>
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  <tr>
    <td>G_106</td>
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  <tr>
    <td>G_107</td>
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  <tr>
    <td>G_108</td>
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  <tr>
    <td>G_109</td>
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  <tr>
    <td>G_110</td>
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  <tr>
    <td>G_111</td>
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    <td>4.6286040</td>
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  <tr>
    <td>G_112</td>
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    <td>45.36217</td>
    <td>0.108166667</td>
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    <td>2.929687</td>
    <td>7.9457907</td>
  </tr>
  <tr>
    <td>NG_01</td>
    <td>23.20717</td>
    <td>23.06400</td>
    <td>0.439833333</td>
    <td>0.04783333</td>
    <td>5.1072718</td>
    <td>4.883329</td>
    <td>4.5390166</td>
  </tr>
  <tr>
    <td>NG_02</td>
    <td>16.09750</td>
    <td>15.95117</td>
    <td>0.533166667</td>
    <td>0.04250000</td>
    <td>4.9673018</td>
    <td>5.120887</td>
    <td>4.2718709</td>
  </tr>
  <tr>
    <td>NG_03</td>
    <td>15.00217</td>
    <td>17.37100</td>
    <td>0.396166667</td>
    <td>0.03833333</td>
    <td>4.9498830</td>
    <td>5.360154</td>
    <td>4.0365238</td>
  </tr>
  <tr>
    <td>NG_04</td>
    <td>21.99167</td>
    <td>22.34983</td>
    <td>0.396166667</td>
    <td>0.04866667</td>
    <td>4.9030534</td>
    <td>5.375521</td>
    <td>4.2849275</td>
  </tr>
  <tr>
    <td>NG_05</td>
    <td>25.75417</td>
    <td>23.19667</td>
    <td>0.428166667</td>
    <td>0.04900000</td>
    <td>4.8017457</td>
    <td>5.479287</td>
    <td>3.9816422</td>
  </tr>
  <tr>
    <td>NG_06</td>
    <td>15.77717</td>
    <td>16.32733</td>
    <td>0.434666667</td>
    <td>0.05633333</td>
    <td>4.6436810</td>
    <td>5.806624</td>
    <td>4.0437974</td>
  </tr>
  <tr>
    <td>NG_07</td>
    <td>13.68067</td>
    <td>16.03733</td>
    <td>0.438833333</td>
    <td>0.04200000</td>
    <td>4.7846001</td>
    <td>5.839026</td>
    <td>3.0479395</td>
  </tr>
  <tr>
    <td>NG_08</td>
    <td>12.88700</td>
    <td>12.91733</td>
    <td>0.371833333</td>
    <td>0.04083333</td>
    <td>4.9712400</td>
    <td>5.629345</td>
    <td>3.1824170</td>
  </tr>
</table>
<table>
  <tr>
    <td>NG_09</td>
    <td>14.64283</td>
    <td>15.44483</td>
    <td>0.390166667</td>
    <td>0.04266667</td>
    <td>4.8533535</td>
    <td>5.676638</td>
    <td>2.9657375</td>
  </tr>
  <tr>
    <td>NG_10</td>
    <td>27.09617</td>
    <td>25.21700</td>
    <td>0.348500000</td>
    <td>0.04650000</td>
    <td>4.4414096</td>
    <td>6.469292</td>
    <td>2.6782682</td>
  </tr>
  <tr>
    <td>NG_11</td>
    <td>28.47500</td>
    <td>27.38333</td>
    <td>0.367166667</td>
    <td>0.04833333</td>
    <td>4.6100291</td>
    <td>6.236503</td>
    <td>2.7748606</td>
  </tr>
  <tr>
    <td>NG_12</td>
    <td>22.16733</td>
    <td>21.48583</td>
    <td>0.416833333</td>
    <td>0.04766667</td>
    <td>4.3144530</td>
    <td>6.779068</td>
    <td>2.4007507</td>
  </tr>
  <tr>
    <td>NG_13</td>
    <td>20.14917</td>
    <td>18.74283</td>
    <td>0.377833333</td>
    <td>0.04000000</td>
    <td>5.2431639</td>
    <td>4.552913</td>
    <td>4.4617675</td>
  </tr>
  <tr>
    <td>NG_14</td>
    <td>16.11867</td>
    <td>15.05417</td>
    <td>0.364666667</td>
    <td>0.04300000</td>
    <td>5.5399855</td>
    <td>4.483817</td>
    <td>4.3514602</td>
  </tr>
  <tr>
    <td>NG_15</td>
    <td>21.23983</td>
    <td>19.30483</td>
    <td>0.456000000</td>
    <td>0.04016667</td>
    <td>5.2903123</td>
    <td>4.583682</td>
    <td>4.1860654</td>
  </tr>
  <tr>
    <td>NG_16</td>
    <td>23.70483</td>
    <td>22.74050</td>
    <td>0.570833333</td>
    <td>0.04050000</td>
    <td>4.7714829</td>
    <td>5.418060</td>
    <td>3.8998992</td>
  </tr>
  <tr>
    <td>NG_17</td>
    <td>26.69750</td>
    <td>25.49350</td>
    <td>0.325166667</td>
    <td>0.03583333</td>
    <td>4.6759557</td>
    <td>5.510376</td>
    <td>3.8778807</td>
  </tr>
  <tr>
    <td>NG_18</td>
    <td>26.91567</td>
    <td>25.45567</td>
    <td>0.314000000</td>
    <td>0.04600000</td>
    <td>4.5902065</td>
    <td>5.598966</td>
    <td>3.9086645</td>
  </tr>
  <tr>
    <td>NG_19</td>
    <td>23.47183</td>
    <td>24.50083</td>
    <td>0.551166667</td>
    <td>0.04416667</td>
    <td>5.0333979</td>
    <td>5.017629</td>
    <td>4.6927357</td>
  </tr>
  <tr>
    <td>NG_20</td>
    <td>20.06300</td>
    <td>21.51667</td>
    <td>0.553333333</td>
    <td>0.04633333</td>
    <td>5.0124243</td>
    <td>5.022236</td>
    <td>4.1992685</td>
  </tr>
  <tr>
    <td>NG_21</td>
    <td>19.97700</td>
    <td>20.21567</td>
    <td>0.404166667</td>
    <td>0.04150000</td>
    <td>4.9376664</td>
    <td>5.059406</td>
    <td>4.3051057</td>
  </tr>
  <tr>
    <td>NG_22</td>
    <td>26.46633</td>
    <td>25.22733</td>
    <td>0.671333333</td>
    <td>0.04266667</td>
    <td>4.9365539</td>
    <td>4.717692</td>
    <td>4.8077562</td>
  </tr>
  <tr>
    <td>NG_23</td>
    <td>25.13550</td>
    <td>24.21867</td>
    <td>0.497000000</td>
    <td>0.03983333</td>
    <td>4.9934709</td>
    <td>4.549977</td>
    <td>4.7578140</td>
  </tr>
  <tr>
    <td>NG_24</td>
    <td>35.54083</td>
    <td>33.31600</td>
    <td>0.575000000</td>
    <td>0.04033333</td>
    <td>4.9245142</td>
    <td>4.608434</td>
    <td>5.0509611</td>
  </tr>
  <tr>
    <td>NG_25</td>
    <td>33.49733</td>
    <td>30.93567</td>
    <td>0.403000000</td>
    <td>0.04333333</td>
    <td>4.9307333</td>
    <td>5.017945</td>
    <td>4.2164840</td>
  </tr>
  <tr>
    <td>NG_26</td>
    <td>32.42867</td>
    <td>30.74700</td>
    <td>0.500166667</td>
    <td>0.03983333</td>
    <td>4.9642695</td>
    <td>4.813312</td>
    <td>4.4004441</td>
  </tr>
  <tr>
    <td>NG_27</td>
    <td>33.93767</td>
    <td>31.42400</td>
    <td>0.652000000</td>
    <td>0.05166667</td>
    <td>4.9120931</td>
    <td>4.884950</td>
    <td>4.5665380</td>
  </tr>
  <tr>
    <td>NG_28</td>
    <td>26.68917</td>
    <td>25.51183</td>
    <td>0.416833333</td>
    <td>0.03383333</td>
    <td>5.3867728</td>
    <td>4.953433</td>
    <td>4.0040003</td>
  </tr>
  <tr>
    <td>NG_29</td>
    <td>29.22783</td>
    <td>27.09567</td>
    <td>0.504500000</td>
    <td>0.03000000</td>
    <td>5.3578350</td>
    <td>4.906479</td>
    <td>4.0321134</td>
  </tr>
  <tr>
    <td>NG_30</td>
    <td>22.94083</td>
    <td>22.09567</td>
    <td>0.574000000</td>
    <td>0.04200000</td>
    <td>5.1744037</td>
    <td>5.049544</td>
    <td>3.9362257</td>
  </tr>
  <tr>
    <td>NG_31</td>
    <td>30.79617</td>
    <td>29.37983</td>
    <td>0.435000000</td>
    <td>0.03766667</td>
    <td>5.0430469</td>
    <td>5.340703</td>
    <td>3.9902389</td>
  </tr>
  <tr>
    <td>NG_32</td>
    <td>23.61017</td>
    <td>22.90717</td>
    <td>0.360333333</td>
    <td>0.03733333</td>
    <td>5.0506138</td>
    <td>5.140577</td>
    <td>4.1552303</td>
  </tr>
  <tr>
    <td>NG_33</td>
    <td>31.84917</td>
    <td>30.73583</td>
    <td>0.364666667</td>
    <td>0.04850000</td>
    <td>4.8846214</td>
    <td>5.453649</td>
    <td>4.2344609</td>
  </tr>
  <tr>
    <td>NG_34</td>
    <td>37.17817</td>
    <td>32.54883</td>
    <td>0.411166667</td>
    <td>0.07733333</td>
    <td>2.2021445</td>
    <td>10.523793</td>
    <td>1.9495983</td>
  </tr>
  <tr>
    <td>NG_35</td>
    <td>36.61700</td>
    <td>32.48733</td>
    <td>0.000000000</td>
    <td>0.06683333</td>
    <td>2.4545887</td>
    <td>10.197809</td>
    <td>1.8187502</td>
  </tr>
  <tr>
    <td>NG_36</td>
    <td>33.18650</td>
    <td>29.24000</td>
    <td>0.350833333</td>
    <td>0.05583333</td>
    <td>2.5381923</td>
    <td>10.058316</td>
    <td>1.8466442</td>
  </tr>
  <tr>
    <td>NG_37</td>
    <td>46.64417</td>
    <td>42.52467</td>
    <td>0.000000000</td>
    <td>0.07050000</td>
    <td>2.3260398</td>
    <td>10.189192</td>
    <td>2.0750204</td>
  </tr>
  <tr>
    <td>NG_38</td>
    <td>39.67417</td>
    <td>35.06717</td>
    <td>0.000000000</td>
    <td>0.06366667</td>
    <td>2.4060109</td>
    <td>10.097208</td>
    <td>2.0186262</td>
  </tr>
  <tr>
    <td>NG_39</td>
    <td>38.72450</td>
    <td>34.88983</td>
    <td>0.081166667</td>
    <td>0.05283333</td>
    <td>2.3973006</td>
    <td>10.258644</td>
    <td>1.8841743</td>
  </tr>
  <tr>
    <td>NG_40</td>
    <td>38.26917</td>
    <td>35.42367</td>
    <td>0.023500000</td>
    <td>0.04783333</td>
    <td>2.6771808</td>
    <td>10.415633</td>
    <td>1.8656856</td>
  </tr>
  <tr>
    <td>NG_41</td>
    <td>38.52683</td>
    <td>35.17283</td>
    <td>0.268833333</td>
    <td>0.06283333</td>
    <td>2.7097629</td>
    <td>9.997910</td>
    <td>2.1197044</td>
  </tr>
  <tr>
    <td>NG_42</td>
    <td>30.92083</td>
    <td>28.09217</td>
    <td>0.311833333</td>
    <td>0.05700000</td>
    <td>2.7454947</td>
    <td>10.100097</td>
    <td>2.0979593</td>
  </tr>
  <tr>
    <td>NG_43</td>
    <td>43.96267</td>
    <td>38.48733</td>
    <td>0.000000000</td>
    <td>0.06683333</td>
    <td>2.2782589</td>
    <td>10.112167</td>
    <td>2.5962229</td>
  </tr>
  <tr>
    <td>NG_44</td>
    <td>39.76067</td>
    <td>34.85283</td>
    <td>0.000000000</td>
    <td>0.06733333</td>
    <td>2.3676975</td>
    <td>10.326669</td>
    <td>2.1921658</td>
  </tr>
  <tr>
    <td>NG_45</td>
    <td>36.88450</td>
    <td>31.91117</td>
    <td>0.156666667</td>
    <td>0.05566667</td>
    <td>2.2980039</td>
    <td>10.604817</td>
    <td>2.2333386</td>
  </tr>
  <tr>
    <td>NG_46</td>
    <td>33.25683</td>
    <td>28.80033</td>
    <td>0.200500000</td>
    <td>0.06583333</td>
    <td>2.5007703</td>
    <td>10.191861</td>
    <td>1.9634423</td>
  </tr>
  <tr>
    <td>NG_47</td>
    <td>33.00067</td>
    <td>28.98283</td>
    <td>0.000000000</td>
    <td>0.05816667</td>
    <td>2.4743947</td>
    <td>10.202779</td>
    <td>2.2151341</td>
  </tr>
  <tr>
    <td>NG_48</td>
    <td>35.86750</td>
    <td>31.39067</td>
    <td>0.265500000</td>
    <td>0.04450000</td>
    <td>2.6280508</td>
    <td>10.219938</td>
    <td>2.0599187</td>
  </tr>
  <tr>
    <td>NG_49</td>
    <td>41.02500</td>
    <td>37.64150</td>
    <td>0.000000000</td>
    <td>0.06433333</td>
    <td>2.6813129</td>
    <td>9.473837</td>
    <td>1.9163032</td>
  </tr>
  <tr>
    <td>NG_50</td>
    <td>33.88783</td>
    <td>30.21933</td>
    <td>0.453833333</td>
    <td>0.05550000</td>
    <td>2.8141418</td>
    <td>9.553650</td>
    <td>1.7048231</td>
  </tr>
  <tr>
    <td>NG_51</td>
    <td>34.89483</td>
    <td>32.27800</td>
    <td>0.591000000</td>
    <td>0.05133333</td>
    <td>3.0036339</td>
    <td>9.041533</td>
    <td>1.7445188</td>
  </tr>
  <tr>
    <td>NG_52</td>
    <td>34.40350</td>
    <td>29.81133</td>
    <td>0.000000000</td>
    <td>0.06966667</td>
    <td>2.4326020</td>
    <td>10.295797</td>
    <td>1.7525112</td>
  </tr>
  <tr>
    <td>NG_53</td>
    <td>35.61200</td>
    <td>31.13700</td>
    <td>0.063833333</td>
    <td>0.06116667</td>
    <td>2.5021152</td>
    <td>10.260309</td>
    <td>1.8816718</td>
  </tr>
  <tr>
    <td>NG_54</td>
    <td>30.83917</td>
    <td>26.26600</td>
    <td>0.387166667</td>
    <td>0.05666667</td>
    <td>2.5608144</td>
    <td>10.210469</td>
    <td>1.6866013</td>
  </tr>
</table>
<table>
  <tr>
    <td>NG_55</td>
    <td>34.62150</td>
    <td>29.15183</td>
    <td>0.000000000</td>
    <td>0.06950000</td>
    <td>2.3801170</td>
    <td>10.228874</td>
    <td>1.7963304</td>
  </tr>
  <tr>
    <td>NG_56</td>
    <td>43.54183</td>
    <td>38.63883</td>
    <td>0.000000000</td>
    <td>0.06216667</td>
    <td>2.5720540</td>
    <td>10.150831</td>
    <td>1.7139605</td>
  </tr>
  <tr>
    <td>NG_57</td>
    <td>40.24067</td>
    <td>35.32400</td>
    <td>0.503666667</td>
    <td>0.04933333</td>
    <td>2.5868458</td>
    <td>10.085554</td>
    <td>1.6920212</td>
  </tr>
  <tr>
    <td>NG_58</td>
    <td>37.96617</td>
    <td>33.56467</td>
    <td>0.041166667</td>
    <td>0.06350000</td>
    <td>2.6833303</td>
    <td>10.234924</td>
    <td>1.8735422</td>
  </tr>
  <tr>
    <td>NG_59</td>
    <td>29.97600</td>
    <td>26.05800</td>
    <td>0.492500000</td>
    <td>0.05883333</td>
    <td>3.0370068</td>
    <td>9.736686</td>
    <td>1.7842645</td>
  </tr>
  <tr>
    <td>NG_60</td>
    <td>33.01800</td>
    <td>30.26400</td>
    <td>0.462333333</td>
    <td>0.05366667</td>
    <td>2.9739472</td>
    <td>9.924883</td>
    <td>1.9195406</td>
  </tr>
  <tr>
    <td>NG_61</td>
    <td>37.46000</td>
    <td>32.64267</td>
    <td>0.199000000</td>
    <td>0.05983333</td>
    <td>3.0221227</td>
    <td>9.632036</td>
    <td>1.6892665</td>
  </tr>
  <tr>
    <td>NG_62</td>
    <td>41.31167</td>
    <td>36.77833</td>
    <td>0.628333333</td>
    <td>0.05550000</td>
    <td>3.0653930</td>
    <td>9.671438</td>
    <td>1.7837818</td>
  </tr>
  <tr>
    <td>NG_63</td>
    <td>35.56233</td>
    <td>30.02200</td>
    <td>0.425333333</td>
    <td>0.05516667</td>
    <td>3.0673755</td>
    <td>9.588399</td>
    <td>1.9295386</td>
  </tr>
  <tr>
    <td>NG_64</td>
    <td>40.40850</td>
    <td>35.08917</td>
    <td>0.115000000</td>
    <td>0.05450000</td>
    <td>2.7534340</td>
    <td>10.049463</td>
    <td>2.1546577</td>
  </tr>
  <tr>
    <td>NG_65</td>
    <td>47.23117</td>
    <td>41.98233</td>
    <td>0.783666667</td>
    <td>0.05816667</td>
    <td>2.8707067</td>
    <td>9.988809</td>
    <td>2.1102671</td>
  </tr>
  <tr>
    <td>NG_66</td>
    <td>40.67683</td>
    <td>36.69767</td>
    <td>0.434500000</td>
    <td>0.05150000</td>
    <td>2.8318440</td>
    <td>10.089467</td>
    <td>2.1001025</td>
  </tr>
  <tr>
    <td>NG_67</td>
    <td>38.39500</td>
    <td>35.25217</td>
    <td>0.373000000</td>
    <td>0.06383333</td>
    <td>2.6487804</td>
    <td>10.089779</td>
    <td>1.7867172</td>
  </tr>
  <tr>
    <td>NG_68</td>
    <td>38.37033</td>
    <td>33.64250</td>
    <td>0.172000000</td>
    <td>0.05266667</td>
    <td>2.5749950</td>
    <td>10.321240</td>
    <td>1.8572750</td>
  </tr>
  <tr>
    <td>NG_69</td>
    <td>34.88667</td>
    <td>31.43967</td>
    <td>0.457833333</td>
    <td>0.05400000</td>
    <td>2.5447806</td>
    <td>10.371089</td>
    <td>1.7631455</td>
  </tr>
  <tr>
    <td>NG_70</td>
    <td>27.68450</td>
    <td>26.11300</td>
    <td>0.525166667</td>
    <td>0.04516667</td>
    <td>4.6556431</td>
    <td>5.461284</td>
    <td>4.0013407</td>
  </tr>
  <tr>
    <td>NG_71</td>
    <td>24.96350</td>
    <td>23.65000</td>
    <td>0.445000000</td>
    <td>0.04000000</td>
    <td>4.5871175</td>
    <td>5.493303</td>
    <td>4.0500172</td>
  </tr>
  <tr>
    <td>NG_72</td>
    <td>25.85300</td>
    <td>24.72333</td>
    <td>0.549000000</td>
    <td>0.04333333</td>
    <td>4.6043283</td>
    <td>5.737289</td>
    <td>3.7645572</td>
  </tr>
  <tr>
    <td>NG_73</td>
    <td>40.04200</td>
    <td>34.72117</td>
    <td>0.000000000</td>
    <td>0.06050000</td>
    <td>2.2486116</td>
    <td>10.520630</td>
    <td>2.3546763</td>
  </tr>
  <tr>
    <td>NG_74</td>
    <td>39.29567</td>
    <td>33.90783</td>
    <td>0.000000000</td>
    <td>0.05833333</td>
    <td>2.2529707</td>
    <td>10.586045</td>
    <td>2.2901966</td>
  </tr>
  <tr>
    <td>NG_75</td>
    <td>40.23600</td>
    <td>34.92817</td>
    <td>0.000000000</td>
    <td>0.06366667</td>
    <td>2.1390147</td>
    <td>10.770724</td>
    <td>2.2988707</td>
  </tr>
  <tr>
    <td>NG_76</td>
    <td>36.90517</td>
    <td>36.29967</td>
    <td>0.234000000</td>
    <td>0.07500000</td>
    <td>2.5020469</td>
    <td>4.842487</td>
    <td>5.7454217</td>
  </tr>
  <tr>
    <td>NG_77</td>
    <td>38.26217</td>
    <td>37.52750</td>
    <td>0.588166667</td>
    <td>0.06333333</td>
    <td>2.8395158</td>
    <td>4.912454</td>
    <td>5.3952589</td>
  </tr>
  <tr>
    <td>NG_78</td>
    <td>33.63000</td>
    <td>33.54133</td>
    <td>0.333000000</td>
    <td>0.05683333</td>
    <td>2.9855693</td>
    <td>4.512571</td>
    <td>5.8574517</td>
  </tr>
  <tr>
    <td>NG_79</td>
    <td>41.63800</td>
    <td>41.66167</td>
    <td>0.000000000</td>
    <td>0.06683333</td>
    <td>2.7828765</td>
    <td>5.122410</td>
    <td>5.4013878</td>
  </tr>
  <tr>
    <td>NG_80</td>
    <td>42.18433</td>
    <td>40.07400</td>
    <td>0.329333333</td>
    <td>0.06316667</td>
    <td>2.7343628</td>
    <td>5.170374</td>
    <td>5.4781634</td>
  </tr>
  <tr>
    <td>NG_81</td>
    <td>37.15067</td>
    <td>34.84617</td>
    <td>0.376500000</td>
    <td>0.06316667</td>
    <td>2.6898017</td>
    <td>5.245606</td>
    <td>5.5924052</td>
  </tr>
  <tr>
    <td>NG_82</td>
    <td>42.29233</td>
    <td>41.41100</td>
    <td>0.025000000</td>
    <td>0.07783333</td>
    <td>2.3267491</td>
    <td>3.838378</td>
    <td>6.6763855</td>
  </tr>
  <tr>
    <td>NG_83</td>
    <td>44.34500</td>
    <td>44.05800</td>
    <td>0.118166667</td>
    <td>0.06333333</td>
    <td>2.3376165</td>
    <td>3.805110</td>
    <td>6.6811447</td>
  </tr>
  <tr>
    <td>NG_84</td>
    <td>37.97433</td>
    <td>37.39400</td>
    <td>0.365333333</td>
    <td>0.05733333</td>
    <td>2.7679341</td>
    <td>3.390827</td>
    <td>6.6471818</td>
  </tr>
  <tr>
    <td>NG_85</td>
    <td>45.36867</td>
    <td>45.27233</td>
    <td>0.041166667</td>
    <td>0.06766667</td>
    <td>2.5670273</td>
    <td>4.024050</td>
    <td>6.3058723</td>
  </tr>
  <tr>
    <td>NG_86</td>
    <td>48.02383</td>
    <td>48.52900</td>
    <td>0.000000000</td>
    <td>0.06716667</td>
    <td>2.5822143</td>
    <td>4.029840</td>
    <td>6.2362328</td>
  </tr>
  <tr>
    <td>NG_87</td>
    <td>44.73050</td>
    <td>44.86167</td>
    <td>0.374500000</td>
    <td>0.05983333</td>
    <td>2.7834903</td>
    <td>3.783549</td>
    <td>6.2639759</td>
  </tr>
  <tr>
    <td>NG_88</td>
    <td>37.88200</td>
    <td>37.50550</td>
    <td>0.252333333</td>
    <td>0.06800000</td>
    <td>2.4614697</td>
    <td>3.462976</td>
    <td>6.9249614</td>
  </tr>
  <tr>
    <td>NG_89</td>
    <td>35.26767</td>
    <td>35.31967</td>
    <td>0.329666667</td>
    <td>0.06383333</td>
    <td>2.4223160</td>
    <td>3.360774</td>
    <td>7.0406780</td>
  </tr>
  <tr>
    <td>NG_90</td>
    <td>34.81367</td>
    <td>35.44250</td>
    <td>0.186666667</td>
    <td>0.06533333</td>
    <td>2.5516675</td>
    <td>3.189761</td>
    <td>7.2732168</td>
  </tr>
  <tr>
    <td>NG_91</td>
    <td>37.61883</td>
    <td>36.71700</td>
    <td>0.440333333</td>
    <td>0.06916667</td>
    <td>2.5380567</td>
    <td>5.176229</td>
    <td>5.2254831</td>
  </tr>
  <tr>
    <td>NG_92</td>
    <td>33.05283</td>
    <td>33.85233</td>
    <td>0.467833333</td>
    <td>0.05733333</td>
    <td>2.9658432</td>
    <td>4.682130</td>
    <td>5.4304615</td>
  </tr>
  <tr>
    <td>NG_93</td>
    <td>31.19800</td>
    <td>32.39433</td>
    <td>0.449333333</td>
    <td>0.05966667</td>
    <td>2.9414807</td>
    <td>4.779389</td>
    <td>5.2889245</td>
  </tr>
  <tr>
    <td>NG_94</td>
    <td>41.27167</td>
    <td>41.58300</td>
    <td>0.683833333</td>
    <td>0.06133333</td>
    <td>2.6511712</td>
    <td>4.594987</td>
    <td>5.6603828</td>
  </tr>
  <tr>
    <td>NG_95</td>
    <td>45.18233</td>
    <td>45.01833</td>
    <td>0.677000000</td>
    <td>0.05216667</td>
    <td>2.7990089</td>
    <td>4.325039</td>
    <td>5.8564313</td>
  </tr>
  <tr>
    <td>NG_96</td>
    <td>36.18867</td>
    <td>35.49500</td>
    <td>0.537000000</td>
    <td>0.05650000</td>
    <td>2.8922549</td>
    <td>4.657450</td>
    <td>5.5247110</td>
  </tr>
  <tr>
    <td>NG_97</td>
    <td>44.57400</td>
    <td>43.47033</td>
    <td>0.000000000</td>
    <td>0.06766667</td>
    <td>2.7061636</td>
    <td>4.925288</td>
    <td>5.4474517</td>
  </tr>
  <tr>
    <td>NG_98</td>
    <td>41.50517</td>
    <td>39.24767</td>
    <td>0.530000000</td>
    <td>0.05800000</td>
    <td>2.9780150</td>
    <td>4.659673</td>
    <td>5.5750201</td>
  </tr>
  <tr>
    <td>NG_99</td>
    <td>38.31933</td>
    <td>36.80750</td>
    <td>0.440166667</td>
    <td>0.05450000</td>
    <td>2.9176190</td>
    <td>5.522427</td>
    <td>4.8921685</td>
  </tr>
  <tr>
    <td>NG_100</td>
    <td>41.09100</td>
    <td>39.14217</td>
    <td>0.098500000</td>
    <td>0.05366667</td>
    <td>2.8827302</td>
    <td>3.400624</td>
    <td>7.2710850</td>
  </tr>
</table>
<table>
  <tr>
    <td>NG_101</td>
    <td>41.29950</td>
    <td>40.88567</td>
    <td>0.644833333</td>
    <td>0.04550000</td>
    <td>2.9477734</td>
    <td>3.318770</td>
    <td>6.7862183</td>
  </tr>
  <tr>
    <td>NG_102</td>
    <td>35.22317</td>
    <td>35.76917</td>
    <td>0.376666667</td>
    <td>0.04883333</td>
    <td>3.0549376</td>
    <td>3.082813</td>
    <td>6.9042957</td>
  </tr>
  <tr>
    <td>NG_103</td>
    <td>44.35783</td>
    <td>43.54900</td>
    <td>0.023666667</td>
    <td>0.05766667</td>
    <td>2.8588717</td>
    <td>2.989296</td>
    <td>7.4896390</td>
  </tr>
  <tr>
    <td>NG_104</td>
    <td>50.52900</td>
    <td>47.90467</td>
    <td>0.481333333</td>
    <td>0.05916667</td>
    <td>3.1948762</td>
    <td>2.714041</td>
    <td>7.7566981</td>
  </tr>
  <tr>
    <td>NG_105</td>
    <td>46.70067</td>
    <td>45.06233</td>
    <td>0.511166667</td>
    <td>0.06066667</td>
    <td>3.0501187</td>
    <td>3.060661</td>
    <td>7.2783335</td>
  </tr>
  <tr>
    <td>NG_106</td>
    <td>45.60700</td>
    <td>45.86100</td>
    <td>0.000000000</td>
    <td>0.06916667</td>
    <td>2.5898119</td>
    <td>3.655201</td>
    <td>6.5036413</td>
  </tr>
  <tr>
    <td>NG_107</td>
    <td>33.22650</td>
    <td>34.77483</td>
    <td>0.588833333</td>
    <td>0.04550000</td>
    <td>2.8627546</td>
    <td>3.650003</td>
    <td>6.2638987</td>
  </tr>
  <tr>
    <td>NG_108</td>
    <td>40.74883</td>
    <td>41.06550</td>
    <td>0.492000000</td>
    <td>0.04266667</td>
    <td>2.9729828</td>
    <td>3.270902</td>
    <td>6.5408018</td>
  </tr>
  <tr>
    <td>NG_109</td>
    <td>40.68400</td>
    <td>40.68917</td>
    <td>0.569166667</td>
    <td>0.06700000</td>
    <td>2.4691247</td>
    <td>4.777112</td>
    <td>5.5019358</td>
  </tr>
  <tr>
    <td>NG_110</td>
    <td>39.21617</td>
    <td>38.85650</td>
    <td>0.632666667</td>
    <td>0.05300000</td>
    <td>2.9370512</td>
    <td>4.750507</td>
    <td>5.1655295</td>
  </tr>
  <tr>
    <td>NG_111</td>
    <td>37.72683</td>
    <td>38.30450</td>
    <td>0.521000000</td>
    <td>0.05433333</td>
    <td>3.0062744</td>
    <td>4.869741</td>
    <td>4.8441508</td>
  </tr>
  <tr>
    <td>NG_112</td>
    <td>38.09733</td>
    <td>37.47017</td>
    <td>0.560500000</td>
    <td>0.06733333</td>
    <td>2.6184563</td>
    <td>4.436655</td>
    <td>5.9656435</td>
  </tr>
  <tr>
    <td>NG_113</td>
    <td>38.28917</td>
    <td>36.87367</td>
    <td>0.482333333</td>
    <td>0.06033333</td>
    <td>2.8366324</td>
    <td>4.437636</td>
    <td>5.9744862</td>
  </tr>
  <tr>
    <td>NG_114</td>
    <td>42.22683</td>
    <td>40.97833</td>
    <td>0.400833333</td>
    <td>0.05733333</td>
    <td>2.8593187</td>
    <td>4.726925</td>
    <td>5.7157802</td>
  </tr>
  <tr>
    <td>NG_115</td>
    <td>40.50133</td>
    <td>39.30983</td>
    <td>0.000000000</td>
    <td>0.10150000</td>
    <td>4.3033489</td>
    <td>4.919535</td>
    <td>3.8642721</td>
  </tr>
  <tr>
    <td>NG_116</td>
    <td>44.24333</td>
    <td>43.61833</td>
    <td>0.060166667</td>
    <td>0.10400000</td>
    <td>4.4375026</td>
    <td>4.789153</td>
    <td>3.6998449</td>
  </tr>
  <tr>
    <td>NG_117</td>
    <td>41.92933</td>
    <td>41.05500</td>
    <td>0.000000000</td>
    <td>0.09666667</td>
    <td>4.3732580</td>
    <td>4.922343</td>
    <td>3.6800755</td>
  </tr>
  <tr>
    <td>NG_118</td>
    <td>41.76683</td>
    <td>40.60683</td>
    <td>0.072833333</td>
    <td>0.07433333</td>
    <td>4.4770322</td>
    <td>5.146057</td>
    <td>3.5068913</td>
  </tr>
  <tr>
    <td>NG_119</td>
    <td>39.46950</td>
    <td>38.50317</td>
    <td>0.087666667</td>
    <td>0.09433333</td>
    <td>4.3865279</td>
    <td>5.132684</td>
    <td>3.6119892</td>
  </tr>
  <tr>
    <td>NG_120</td>
    <td>46.97750</td>
    <td>45.86083</td>
    <td>0.091833333</td>
    <td>0.08000000</td>
    <td>4.0821203</td>
    <td>5.380407</td>
    <td>3.8231143</td>
  </tr>
  <tr>
    <td>NG_121</td>
    <td>39.92017</td>
    <td>38.74417</td>
    <td>0.000000000</td>
    <td>0.09050000</td>
    <td>4.6186811</td>
    <td>4.709929</td>
    <td>3.3396363</td>
  </tr>
  <tr>
    <td>NG_122</td>
    <td>42.60300</td>
    <td>40.98917</td>
    <td>0.000000000</td>
    <td>0.10450000</td>
    <td>4.8625671</td>
    <td>4.426222</td>
    <td>3.4284442</td>
  </tr>
  <tr>
    <td>NG_123</td>
    <td>39.92333</td>
    <td>38.24083</td>
    <td>0.000000000</td>
    <td>0.11166667</td>
    <td>4.7615205</td>
    <td>4.531642</td>
    <td>3.4620240</td>
  </tr>
  <tr>
    <td>NG_124</td>
    <td>43.86817</td>
    <td>42.28350</td>
    <td>0.153833333</td>
    <td>0.10233333</td>
    <td>4.2740679</td>
    <td>5.704640</td>
    <td>2.7970442</td>
  </tr>
  <tr>
    <td>NG_125</td>
    <td>42.47450</td>
    <td>41.43817</td>
    <td>0.159333333</td>
    <td>0.09066667</td>
    <td>4.1181532</td>
    <td>5.563518</td>
    <td>2.9877293</td>
  </tr>
  <tr>
    <td>NG_126</td>
    <td>46.23083</td>
    <td>45.34467</td>
    <td>0.103333333</td>
    <td>0.10150000</td>
    <td>4.2479170</td>
    <td>5.496926</td>
    <td>3.0062994</td>
  </tr>
  <tr>
    <td>NG_127</td>
    <td>44.74700</td>
    <td>43.68700</td>
    <td>0.007000000</td>
    <td>0.13466667</td>
    <td>5.3344195</td>
    <td>3.409150</td>
    <td>4.0437828</td>
  </tr>
  <tr>
    <td>NG_128</td>
    <td>38.54750</td>
    <td>37.75233</td>
    <td>0.013000000</td>
    <td>0.13333333</td>
    <td>5.0577964</td>
    <td>3.574862</td>
    <td>4.1623357</td>
  </tr>
  <tr>
    <td>NG_129</td>
    <td>41.83233</td>
    <td>41.10550</td>
    <td>0.000500000</td>
    <td>0.13250000</td>
    <td>5.1995602</td>
    <td>3.434839</td>
    <td>4.0317722</td>
  </tr>
  <tr>
    <td>NG_130</td>
    <td>49.36283</td>
    <td>47.53667</td>
    <td>0.063666667</td>
    <td>0.11483333</td>
    <td>4.8679066</td>
    <td>4.480096</td>
    <td>3.6139252</td>
  </tr>
  <tr>
    <td>NG_131</td>
    <td>48.43183</td>
    <td>47.03867</td>
    <td>0.053833333</td>
    <td>0.11650000</td>
    <td>4.6340672</td>
    <td>4.623153</td>
    <td>3.4472375</td>
  </tr>
  <tr>
    <td>NG_132</td>
    <td>48.02267</td>
    <td>46.55400</td>
    <td>0.000000000</td>
    <td>0.10850000</td>
    <td>4.5078101</td>
    <td>4.803345</td>
    <td>3.5075073</td>
  </tr>
  <tr>
    <td>NG_133</td>
    <td>40.23633</td>
    <td>39.17600</td>
    <td>0.126666667</td>
    <td>0.11533333</td>
    <td>5.0398265</td>
    <td>4.320974</td>
    <td>3.4749538</td>
  </tr>
  <tr>
    <td>NG_134</td>
    <td>43.39283</td>
    <td>42.11683</td>
    <td>0.031000000</td>
    <td>0.11633333</td>
    <td>4.9581758</td>
    <td>4.417886</td>
    <td>3.6598751</td>
  </tr>
  <tr>
    <td>NG_135</td>
    <td>40.83667</td>
    <td>39.38400</td>
    <td>0.000000000</td>
    <td>0.10750000</td>
    <td>4.9365908</td>
    <td>4.430293</td>
    <td>3.7342045</td>
  </tr>
  <tr>
    <td>NG_136</td>
    <td>40.74083</td>
    <td>39.10300</td>
    <td>0.097166667</td>
    <td>0.10516667</td>
    <td>4.6060414</td>
    <td>4.914471</td>
    <td>3.4680444</td>
  </tr>
  <tr>
    <td>NG_137</td>
    <td>45.22500</td>
    <td>44.01833</td>
    <td>0.105166667</td>
    <td>0.09350000</td>
    <td>4.6376514</td>
    <td>4.859146</td>
    <td>3.6077253</td>
  </tr>
  <tr>
    <td>NG_138</td>
    <td>46.87967</td>
    <td>46.42700</td>
    <td>0.097666667</td>
    <td>0.09800000</td>
    <td>4.2167035</td>
    <td>5.204776</td>
    <td>3.4714974</td>
  </tr>
  <tr>
    <td>NG_139</td>
    <td>43.75800</td>
    <td>42.67133</td>
    <td>0.064000000</td>
    <td>0.11066667</td>
    <td>5.3123889</td>
    <td>3.246526</td>
    <td>4.3991626</td>
  </tr>
  <tr>
    <td>NG_140</td>
    <td>45.78417</td>
    <td>45.41900</td>
    <td>0.125666667</td>
    <td>0.10450000</td>
    <td>4.8430421</td>
    <td>3.761844</td>
    <td>4.3373525</td>
  </tr>
  <tr>
    <td>NG_141</td>
    <td>46.74583</td>
    <td>45.89683</td>
    <td>0.048833333</td>
    <td>0.12950000</td>
    <td>5.3306031</td>
    <td>3.208514</td>
    <td>4.4985412</td>
  </tr>
  <tr>
    <td>NG_142</td>
    <td>48.49483</td>
    <td>47.07917</td>
    <td>0.000000000</td>
    <td>0.11650000</td>
    <td>5.0002338</td>
    <td>3.604426</td>
    <td>4.3559981</td>
  </tr>
  <tr>
    <td>NG_143</td>
    <td>46.61750</td>
    <td>45.17917</td>
    <td>0.000000000</td>
    <td>0.11216667</td>
    <td>4.4768354</td>
    <td>4.189826</td>
    <td>4.5927507</td>
  </tr>
  <tr>
    <td>NG_144</td>
    <td>46.77417</td>
    <td>45.43200</td>
    <td>0.000000000</td>
    <td>0.10533333</td>
    <td>4.4163470</td>
    <td>4.093462</td>
    <td>4.7149165</td>
  </tr>
  <tr>
    <td>NG_145</td>
    <td>42.15767</td>
    <td>40.78017</td>
    <td>0.048666667</td>
    <td>0.11900000</td>
    <td>5.0473859</td>
    <td>3.575458</td>
    <td>4.3473368</td>
  </tr>
  <tr>
    <td>NG_146</td>
    <td>43.39083</td>
    <td>41.71867</td>
    <td>0.000000000</td>
    <td>0.12200000</td>
    <td>5.1509291</td>
    <td>3.731123</td>
    <td>4.1131474</td>
  </tr>
</table>
<table>
  <tr>
    <td>NG_147</td>
    <td>42.66033</td>
    <td>42.37167</td>
    <td>0.568833333</td>
    <td>0.12016667</td>
    <td>5.4724468</td>
    <td>3.290230</td>
    <td>4.0657171</td>
  </tr>
  <tr>
    <td>NG_148</td>
    <td>46.64350</td>
    <td>45.23700</td>
    <td>0.467666667</td>
    <td>0.08433333</td>
    <td>5.4636493</td>
    <td>4.116633</td>
    <td>3.4589071</td>
  </tr>
  <tr>
    <td>NG_149</td>
    <td>45.77750</td>
    <td>44.24567</td>
    <td>0.000000000</td>
    <td>0.08200000</td>
    <td>5.0754225</td>
    <td>4.109765</td>
    <td>3.6759149</td>
  </tr>
  <tr>
    <td>NG_150</td>
    <td>45.79017</td>
    <td>44.84933</td>
    <td>0.000000000</td>
    <td>0.07333333</td>
    <td>4.8575429</td>
    <td>4.376224</td>
    <td>3.6133916</td>
  </tr>
  <tr>
    <td>NG_151</td>
    <td>55.68950</td>
    <td>49.64650</td>
    <td>0.000000000</td>
    <td>0.12983333</td>
    <td>1.3475635</td>
    <td>10.952655</td>
    <td>1.2215279</td>
  </tr>
  <tr>
    <td>NG_152</td>
    <td>57.02300</td>
    <td>51.81950</td>
    <td>0.000000000</td>
    <td>0.13933333</td>
    <td>1.4151242</td>
    <td>10.683543</td>
    <td>1.3271105</td>
  </tr>
  <tr>
    <td>NG_153</td>
    <td>56.12283</td>
    <td>50.68683</td>
    <td>0.000000000</td>
    <td>0.13016667</td>
    <td>1.3199700</td>
    <td>10.789858</td>
    <td>1.4067409</td>
  </tr>
  <tr>
    <td>NG_154</td>
    <td>58.72300</td>
    <td>53.89650</td>
    <td>0.000000000</td>
    <td>0.10333333</td>
    <td>1.2537962</td>
    <td>11.014438</td>
    <td>1.3013234</td>
  </tr>
  <tr>
    <td>NG_155</td>
    <td>58.32950</td>
    <td>53.58400</td>
    <td>0.000000000</td>
    <td>0.11333333</td>
    <td>1.0536793</td>
    <td>11.011347</td>
    <td>1.4153910</td>
  </tr>
  <tr>
    <td>NG_156</td>
    <td>56.71383</td>
    <td>52.70050</td>
    <td>0.000000000</td>
    <td>0.10116667</td>
    <td>1.3953634</td>
    <td>10.577241</td>
    <td>1.2662643</td>
  </tr>
  <tr>
    <td>NG_157</td>
    <td>60.65583</td>
    <td>56.03833</td>
    <td>0.000000000</td>
    <td>0.12100000</td>
    <td>0.9951724</td>
    <td>11.173061</td>
    <td>1.3308285</td>
  </tr>
  <tr>
    <td>NG_158</td>
    <td>58.41333</td>
    <td>53.49083</td>
    <td>0.000000000</td>
    <td>0.14300000</td>
    <td>0.9328505</td>
    <td>11.290494</td>
    <td>1.3651446</td>
  </tr>
  <tr>
    <td>NG_159</td>
    <td>61.42750</td>
    <td>56.10933</td>
    <td>0.000000000</td>
    <td>0.12050000</td>
    <td>1.5974903</td>
    <td>10.884375</td>
    <td>1.1674524</td>
  </tr>
  <tr>
    <td>NG_160</td>
    <td>60.31267</td>
    <td>55.05400</td>
    <td>0.000000000</td>
    <td>0.10366667</td>
    <td>1.1119047</td>
    <td>11.157316</td>
    <td>1.2878258</td>
  </tr>
  <tr>
    <td>NG_161</td>
    <td>59.42367</td>
    <td>54.49983</td>
    <td>0.000000000</td>
    <td>0.11150000</td>
    <td>1.2503518</td>
    <td>11.067571</td>
    <td>1.1021984</td>
  </tr>
  <tr>
    <td>NG_162</td>
    <td>59.05700</td>
    <td>54.21583</td>
    <td>0.000000000</td>
    <td>0.11916667</td>
    <td>1.5656239</td>
    <td>10.673140</td>
    <td>1.0246605</td>
  </tr>
  <tr>
    <td>NG_163</td>
    <td>55.41150</td>
    <td>49.75267</td>
    <td>0.014166667</td>
    <td>0.13500000</td>
    <td>1.6660793</td>
    <td>10.679331</td>
    <td>1.1260418</td>
  </tr>
  <tr>
    <td>NG_164</td>
    <td>53.74233</td>
    <td>48.91250</td>
    <td>0.028000000</td>
    <td>0.13850000</td>
    <td>1.9561760</td>
    <td>10.293090</td>
    <td>1.4220225</td>
  </tr>
  <tr>
    <td>NG_165</td>
    <td>53.40500</td>
    <td>48.51317</td>
    <td>0.015333333</td>
    <td>0.11950000</td>
    <td>1.6604035</td>
    <td>10.459568</td>
    <td>1.2357814</td>
  </tr>
  <tr>
    <td>NG_166</td>
    <td>56.76000</td>
    <td>52.13267</td>
    <td>0.000000000</td>
    <td>0.12833333</td>
    <td>1.6076263</td>
    <td>10.346550</td>
    <td>1.2081548</td>
  </tr>
  <tr>
    <td>NG_167</td>
    <td>53.06750</td>
    <td>47.96150</td>
    <td>0.000000000</td>
    <td>0.12933333</td>
    <td>1.9319740</td>
    <td>10.016826</td>
    <td>1.2719717</td>
  </tr>
  <tr>
    <td>NG_168</td>
    <td>53.86100</td>
    <td>50.00183</td>
    <td>0.000000000</td>
    <td>0.13783333</td>
    <td>1.8589219</td>
    <td>10.061588</td>
    <td>1.2867123</td>
  </tr>
  <tr>
    <td>NG_169</td>
    <td>53.30267</td>
    <td>49.66433</td>
    <td>0.000000000</td>
    <td>0.13683333</td>
    <td>2.0773268</td>
    <td>9.758868</td>
    <td>1.2297906</td>
  </tr>
  <tr>
    <td>NG_170</td>
    <td>55.44417</td>
    <td>51.41117</td>
    <td>0.000000000</td>
    <td>0.14433333</td>
    <td>2.0401238</td>
    <td>9.897463</td>
    <td>1.1127797</td>
  </tr>
  <tr>
    <td>NG_171</td>
    <td>50.18100</td>
    <td>46.13333</td>
    <td>0.000000000</td>
    <td>0.12816667</td>
    <td>1.8071730</td>
    <td>10.008634</td>
    <td>1.1621808</td>
  </tr>
  <tr>
    <td>NG_172</td>
    <td>59.15583</td>
    <td>54.48950</td>
    <td>0.000000000</td>
    <td>0.10983333</td>
    <td>1.3918525</td>
    <td>10.536836</td>
    <td>1.2902333</td>
  </tr>
  <tr>
    <td>NG_173</td>
    <td>55.94650</td>
    <td>52.22967</td>
    <td>0.000000000</td>
    <td>0.11250000</td>
    <td>1.4615480</td>
    <td>10.345628</td>
    <td>1.2936445</td>
  </tr>
  <tr>
    <td>NG_174</td>
    <td>55.87283</td>
    <td>51.81783</td>
    <td>0.000000000</td>
    <td>0.10466667</td>
    <td>1.6695912</td>
    <td>10.248948</td>
    <td>1.1581508</td>
  </tr>
  <tr>
    <td>NG_175</td>
    <td>51.33167</td>
    <td>46.20700</td>
    <td>0.000000000</td>
    <td>0.13566667</td>
    <td>1.8281953</td>
    <td>10.130319</td>
    <td>0.8731840</td>
  </tr>
  <tr>
    <td>NG_176</td>
    <td>52.33600</td>
    <td>47.29183</td>
    <td>0.000000000</td>
    <td>0.11933333</td>
    <td>1.8743395</td>
    <td>10.002046</td>
    <td>1.1877117</td>
  </tr>
  <tr>
    <td>NG_177</td>
    <td>53.34850</td>
    <td>49.08767</td>
    <td>0.000000000</td>
    <td>0.13600000</td>
    <td>1.8722982</td>
    <td>9.922091</td>
    <td>1.1174163</td>
  </tr>
  <tr>
    <td>NG_178</td>
    <td>49.75583</td>
    <td>45.56567</td>
    <td>0.284000000</td>
    <td>0.13533333</td>
    <td>2.1434860</td>
    <td>9.502139</td>
    <td>1.2678022</td>
  </tr>
  <tr>
    <td>NG_179</td>
    <td>50.52917</td>
    <td>46.91150</td>
    <td>0.000000000</td>
    <td>0.11750000</td>
    <td>1.8817895</td>
    <td>9.571989</td>
    <td>1.6114633</td>
  </tr>
  <tr>
    <td>NG_180</td>
    <td>51.29483</td>
    <td>47.28867</td>
    <td>0.000000000</td>
    <td>0.12266667</td>
    <td>1.8496102</td>
    <td>9.682335</td>
    <td>1.6090596</td>
  </tr>
  <tr>
    <td>NG_181</td>
    <td>52.49383</td>
    <td>47.58833</td>
    <td>0.000000000</td>
    <td>0.14383333</td>
    <td>1.9202012</td>
    <td>9.802510</td>
    <td>1.0100241</td>
  </tr>
  <tr>
    <td>NG_182</td>
    <td>50.97383</td>
    <td>46.55917</td>
    <td>0.398166667</td>
    <td>0.12966667</td>
    <td>2.1444610</td>
    <td>9.699754</td>
    <td>0.9132425</td>
  </tr>
  <tr>
    <td>NG_183</td>
    <td>54.17583</td>
    <td>49.43700</td>
    <td>0.000000000</td>
    <td>0.13400000</td>
    <td>2.0806230</td>
    <td>9.835823</td>
    <td>1.2774509</td>
  </tr>
  <tr>
    <td>NG_184</td>
    <td>54.40950</td>
    <td>49.61500</td>
    <td>0.000000000</td>
    <td>0.12116667</td>
    <td>1.7820011</td>
    <td>10.199953</td>
    <td>1.2129694</td>
  </tr>
  <tr>
    <td>NG_185</td>
    <td>56.03467</td>
    <td>50.85117</td>
    <td>0.000000000</td>
    <td>0.11750000</td>
    <td>1.6167703</td>
    <td>10.378314</td>
    <td>1.2920254</td>
  </tr>
  <tr>
    <td>NG_186</td>
    <td>56.44183</td>
    <td>51.22983</td>
    <td>0.000333333</td>
    <td>0.13333333</td>
    <td>1.6625282</td>
    <td>10.020988</td>
    <td>1.4955264</td>
  </tr>
  <tr>
    <td>NG_187</td>
    <td>58.74783</td>
    <td>59.91683</td>
    <td>0.000000000</td>
    <td>0.13683333</td>
    <td>1.9204079</td>
    <td>4.255785</td>
    <td>6.4677491</td>
  </tr>
  <tr>
    <td>NG_188</td>
    <td>53.23433</td>
    <td>53.51733</td>
    <td>0.550166667</td>
    <td>0.13883333</td>
    <td>1.9804624</td>
    <td>4.707712</td>
    <td>5.9296916</td>
  </tr>
  <tr>
    <td>NG_189</td>
    <td>50.00667</td>
    <td>50.35767</td>
    <td>0.498666667</td>
    <td>0.13483333</td>
    <td>2.0341181</td>
    <td>4.890983</td>
    <td>5.7712383</td>
  </tr>
  <tr>
    <td>NG_190</td>
    <td>50.43283</td>
    <td>51.60817</td>
    <td>0.000000000</td>
    <td>0.12683333</td>
    <td>2.0535020</td>
    <td>4.700567</td>
    <td>6.2777291</td>
  </tr>
  <tr>
    <td>NG_191</td>
    <td>54.61583</td>
    <td>55.36750</td>
    <td>0.070666667</td>
    <td>0.10683333</td>
    <td>2.0743143</td>
    <td>4.619206</td>
    <td>6.0985445</td>
  </tr>
  <tr>
    <td>NG_192</td>
    <td>57.35900</td>
    <td>58.25783</td>
    <td>0.597666667</td>
    <td>0.11516667</td>
    <td>2.0744856</td>
    <td>4.439029</td>
    <td>6.4223360</td>
  </tr>
</table>
<table><thead><tr><th></th><th>Z4mnZ3</th><th>F0Bark</th><th>A1mnA2</th><th>A1mnA3</th><th>A2mnA3</th></tr></thead><tbody><tr><td>G_01</td><td>0.9743294</td><td>1.0948316</td><td>0.87483333</td><td>-18.4591667</td><td>-19.334000000</td></tr><tr><td>G_02</td><td>1.2706906</td><td>0.9883207</td><td>-1.57150000</td><td>-19.1115000</td><td>-17.540000000</td></tr><tr><td>G_03</td><td>1.8130826</td><td>1.0195730</td><td>2.00083333</td><td>-15.9440000</td><td>-17.944833330</td></tr><tr><td>G_04</td><td>0.7893802</td><td>1.0411044</td><td>4.10883333</td><td>-23.6286667</td><td>-27.737500000</td></tr><tr><td>G_05</td><td>0.9619710</td><td>1.0373995</td><td>0.05166667</td><td>-21.2745000</td><td>-21.326166670</td></tr><tr><td>G_06</td><td>0.5909686</td><td>1.0190485</td><td>-0.03683333</td><td>-22.0636667</td><td>-22.026833330</td></tr><tr><td>G_07</td><td>1.1889666</td><td>1.0313257</td><td>0.78733333</td><td>-20.9226667</td><td>-21.710000000</td></tr><tr><td>G_08</td><td>1.4073719</td><td>0.9936448</td><td>1.31066667</td><td>-14.9821667</td><td>-16.292833330</td></tr><tr><td>G_09</td><td>1.4692506</td><td>1.0593737</td><td>2.61350000</td><td>-15.8638333</td><td>-18.477333330</td></tr><tr><td>G_10</td><td>1.5145304</td><td>1.0562507</td><td>1.57833333</td><td>-14.7301667</td><td>-16.308500000</td></tr><tr><td>G_11</td><td>1.4987908</td><td>1.0749591</td><td>2.97100000</td><td>-12.0301667</td><td>-15.001166670</td></tr><tr><td>G_12</td><td>1.1748970</td><td>1.0486662</td><td>3.23033333</td><td>-11.9756667</td><td>-15.206000000</td></tr><tr><td>G_13</td><td>1.3005892</td><td>1.0190077</td><td>3.12216667</td><td>-13.0475000</td><td>-16.169666670</td></tr><tr><td>G_14</td><td>1.5236773</td><td>1.0624597</td><td>2.35033333</td><td>-9.2105000</td><td>-11.560833330</td></tr><tr><td>G_15</td><td>2.1966391</td><td>1.0396782</td><td>-1.78416667</td><td>-7.3785000</td><td>-5.594333333</td></tr></tbody></table>
<table>
  <tr>
    <td>G_16</td>
    <td>2.1174900</td>
    <td>1.0532950</td>
    <td>-0.11050000</td>
    <td>-2.4270000</td>
    <td>-2.316500000</td>
  </tr>
  <tr>
    <td>G_17</td>
    <td>1.7390119</td>
    <td>0.9654060</td>
    <td>-0.08050000</td>
    <td>-9.6225000</td>
    <td>-9.542000000</td>
  </tr>
  <tr>
    <td>G_18</td>
    <td>2.0086422</td>
    <td>1.0201688</td>
    <td>0.59750000</td>
    <td>-8.6515000</td>
    <td>-9.249000000</td>
  </tr>
  <tr>
    <td>G_19</td>
    <td>2.1123707</td>
    <td>1.0025195</td>
    <td>0.93150000</td>
    <td>-7.4345000</td>
    <td>-8.366000000</td>
  </tr>
  <tr>
    <td>G_20</td>
    <td>1.7133011</td>
    <td>0.9786573</td>
    <td>-1.06133333</td>
    <td>-14.2111667</td>
    <td>-13.149833330</td>
  </tr>
  <tr>
    <td>G_21</td>
    <td>1.7101975</td>
    <td>1.1707843</td>
    <td>-1.56816667</td>
    <td>-11.9538333</td>
    <td>-10.385666670</td>
  </tr>
  <tr>
    <td>G_22</td>
    <td>2.2637201</td>
    <td>1.1030903</td>
    <td>2.13300000</td>
    <td>4.0133333</td>
    <td>1.880333333</td>
  </tr>
  <tr>
    <td>G_23</td>
    <td>1.8164963</td>
    <td>1.0734049</td>
    <td>1.98116667</td>
    <td>-0.2330000</td>
    <td>-2.214166667</td>
  </tr>
  <tr>
    <td>G_24</td>
    <td>1.3145968</td>
    <td>1.1316893</td>
    <td>-4.32716667</td>
    <td>-8.0901667</td>
    <td>-3.763000000</td>
  </tr>
  <tr>
    <td>G_25</td>
    <td>1.1510686</td>
    <td>1.0869204</td>
    <td>-2.11933333</td>
    <td>-11.8203333</td>
    <td>-9.701000000</td>
  </tr>
  <tr>
    <td>G_26</td>
    <td>1.1049845</td>
    <td>0.9973667</td>
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    <td>-3.8391667</td>
    <td>-3.836166667</td>
  </tr>
  <tr>
    <td>G_27</td>
    <td>1.2214430</td>
    <td>1.0480713</td>
    <td>4.18433333</td>
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    <td>-22.649666670</td>
  </tr>
  <tr>
    <td>G_28</td>
    <td>1.3065149</td>
    <td>1.0095065</td>
    <td>1.48183333</td>
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    <td>-13.115166670</td>
  </tr>
  <tr>
    <td>G_29</td>
    <td>1.7573226</td>
    <td>1.0208384</td>
    <td>4.21400000</td>
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    <td>-12.394000000</td>
  </tr>
  <tr>
    <td>G_30</td>
    <td>1.8583701</td>
    <td>1.1246960</td>
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    <td>-6.2945000</td>
    <td>2.249333333</td>
  </tr>
  <tr>
    <td>G_31</td>
    <td>1.4519763</td>
    <td>1.0493329</td>
    <td>-4.15100000</td>
    <td>-8.2736667</td>
    <td>-4.122666667</td>
  </tr>
  <tr>
    <td>G_32</td>
    <td>1.7801033</td>
    <td>1.0677240</td>
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    <td>-2.905666667</td>
  </tr>
  <tr>
    <td>G_33</td>
    <td>1.4575942</td>
    <td>1.0618579</td>
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  </tr>
  <tr>
    <td>G_34</td>
    <td>1.5007309</td>
    <td>1.0597502</td>
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  </tr>
  <tr>
    <td>G_35</td>
    <td>1.6678081</td>
    <td>1.0150198</td>
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  </tr>
  <tr>
    <td>G_36</td>
    <td>1.3328464</td>
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  </tr>
  <tr>
    <td>G_37</td>
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  <tr>
    <td>G_38</td>
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  <tr>
    <td>G_39</td>
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  <tr>
    <td>G_40</td>
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  </tr>
  <tr>
    <td>G_41</td>
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  </tr>
  <tr>
    <td>G_42</td>
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  </tr>
  <tr>
    <td>G_43</td>
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  <tr>
    <td>G_44</td>
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  <tr>
    <td>G_45</td>
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  <tr>
    <td>G_46</td>
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  <tr>
    <td>G_47</td>
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  <tr>
    <td>G_48</td>
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  </tr>
  <tr>
    <td>G_49</td>
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    <td>-0.769333333</td>
  </tr>
  <tr>
    <td>G_50</td>
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    <td>1.0717656</td>
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  <tr>
    <td>G_51</td>
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    <td>-2.0048333</td>
    <td>0.917500000</td>
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  <tr>
    <td>G_52</td>
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    <td>1.0538772</td>
    <td>-3.29316667</td>
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    <td>-9.361166667</td>
  </tr>
  <tr>
    <td>G_53</td>
    <td>0.9287102</td>
    <td>1.0192120</td>
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    <td>-9.389833333</td>
  </tr>
  <tr>
    <td>G_54</td>
    <td>1.3155284</td>
    <td>0.9830941</td>
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  <tr>
    <td>G_55</td>
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  </tr>
  <tr>
    <td>G_56</td>
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    <td>4.611166667</td>
  </tr>
  <tr>
    <td>G_57</td>
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  </tr>
  <tr>
    <td>G_58</td>
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  </tr>
  <tr>
    <td>G_59</td>
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  </tr>
  <tr>
    <td>G_60</td>
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  </tr>
  <tr>
    <td>G_61</td>
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    <td>1.0774450</td>
    <td>1.22416667</td>
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  </tr>
</table>
<table>
  <tbody>
    <tr>
      <td>G_62</td>
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      <td>3.56783333</td>
      <td>1.2380000</td>
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    </tr>
    <tr>
      <td>G_63</td>
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      <td>2.36033333</td>
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      <td>-7.208333333</td>
    </tr>
    <tr>
      <td>G_64</td>
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      <td>-1.78000000</td>
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      <td>-6.452500000</td>
    </tr>
    <tr>
      <td>G_65</td>
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      <td>1.0251357</td>
      <td>0.52966667</td>
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      <td>-9.337166667</td>
    </tr>
    <tr>
      <td>G_66</td>
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      <td>-13.796166670</td>
    </tr>
    <tr>
      <td>G_67</td>
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      <td>6.15616667</td>
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      <td>-27.315166670</td>
    </tr>
    <tr>
      <td>G_68</td>
      <td>0.8028115</td>
      <td>1.1125497</td>
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      <td>-32.727833330</td>
    </tr>
    <tr>
      <td>G_69</td>
      <td>0.7770077</td>
      <td>1.0705651</td>
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      <td>-28.940000000</td>
    </tr>
    <tr>
      <td>G_70</td>
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      <td>1.1008153</td>
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    </tr>
    <tr>
      <td>G_71</td>
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    </tr>
    <tr>
      <td>G_72</td>
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      <td>1.0283702</td>
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    </tr>
    <tr>
      <td>G_73</td>
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      <td>1.1043220</td>
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    </tr>
    <tr>
      <td>G_74</td>
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    </tr>
    <tr>
      <td>G_75</td>
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    </tr>
    <tr>
      <td>G_76</td>
      <td>1.0284351</td>
      <td>1.1387914</td>
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      <td>-26.631333330</td>
    </tr>
    <tr>
      <td>G_77</td>
      <td>0.8479407</td>
      <td>1.1586717</td>
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      <td>-30.698166670</td>
    </tr>
    <tr>
      <td>G_78</td>
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    </tr>
    <tr>
      <td>G_79</td>
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      <td>1.0607211</td>
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    </tr>
    <tr>
      <td>G_80</td>
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      <td>1.0337409</td>
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      <td>-31.949166670</td>
    </tr>
    <tr>
      <td>G_81</td>
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    </tr>
    <tr>
      <td>G_82</td>
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    </tr>
    <tr>
      <td>G_83</td>
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    </tr>
    <tr>
      <td>G_84</td>
      <td>2.7949217</td>
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    </tr>
    <tr>
      <td>G_85</td>
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    </tr>
    <tr>
      <td>G_86</td>
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    </tr>
    <tr>
      <td>G_87</td>
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    </tr>
    <tr>
      <td>G_88</td>
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    </tr>
    <tr>
      <td>G_89</td>
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    </tr>
    <tr>
      <td>G_90</td>
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    </tr>
    <tr>
      <td>G_91</td>
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    </tr>
    <tr>
      <td>G_92</td>
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    </tr>
    <tr>
      <td>G_93</td>
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    </tr>
    <tr>
      <td>G_94</td>
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    </tr>
    <tr>
      <td>G_95</td>
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    </tr>
    <tr>
      <td>G_96</td>
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    </tr>
    <tr>
      <td>G_97</td>
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    <tr>
      <td>G_98</td>
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    <tr>
      <td>G_99</td>
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    </tr>
    <tr>
      <td>G_100</td>
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    <tr>
      <td>G_101</td>
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    </tr>
    <tr>
      <td>G_102</td>
      <td>1.3352520</td>
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    </tr>
    <tr>
      <td>G_103</td>
      <td>1.6320470</td>
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      <td>-15.961166670</td>
    </tr>
    <tr>
      <td>G_104</td>
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    </tr>
    <tr>
      <td>G_105</td>
      <td>1.5308265</td>
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      <td>-26.1860000</td>
      <td>-17.947833330</td>
    </tr>
    <tr>
      <td>G_106</td>
      <td>1.3017029</td>
      <td>2.3942538</td>
      <td>-6.80450000</td>
      <td>-27.2708333</td>
      <td>-20.466333330</td>
    </tr>
    <tr>
      <td>G_107</td>
      <td>1.3368758</td>
      <td>2.3801732</td>
      <td>-7.43933333</td>
      <td>-28.7108333</td>
      <td>-21.271500000</td>
    </tr>
  </tbody>
</table>
<table>
  <tr>
    <td>G_108</td>
    <td>1.3554573</td>
    <td>2.4533294</td>
    <td>-4.15100000</td>
    <td>-28.9286667</td>
    <td>-24.777666670</td>
  </tr>
  <tr>
    <td>G_109</td>
    <td>1.4107654</td>
    <td>2.4743342</td>
    <td>-3.50633333</td>
    <td>-25.4156667</td>
    <td>-21.909333330</td>
  </tr>
  <tr>
    <td>G_110</td>
    <td>1.3189699</td>
    <td>2.4716914</td>
    <td>-3.49333333</td>
    <td>-25.5795000</td>
    <td>-22.086166670</td>
  </tr>
  <tr>
    <td>G_111</td>
    <td>1.4827793</td>
    <td>2.4214657</td>
    <td>-10.01550000</td>
    <td>-27.4868333</td>
    <td>-17.471333330</td>
  </tr>
  <tr>
    <td>G_112</td>
    <td>1.3771974</td>
    <td>2.4073422</td>
    <td>-4.62450000</td>
    <td>-26.1923333</td>
    <td>-21.567833330</td>
  </tr>
  <tr>
    <td>G_113</td>
    <td>1.3425555</td>
    <td>2.5097774</td>
    <td>-5.83316667</td>
    <td>-31.3091667</td>
    <td>-25.476000000</td>
  </tr>
  <tr>
    <td>G_114</td>
    <td>1.4965961</td>
    <td>2.5131910</td>
    <td>-4.56100000</td>
    <td>-23.3528333</td>
    <td>-18.791833330</td>
  </tr>
  <tr>
    <td>G_115</td>
    <td>2.1037725</td>
    <td>2.5468780</td>
    <td>-6.62366667</td>
    <td>-18.4055000</td>
    <td>-11.781833330</td>
  </tr>
  <tr>
    <td>G_116</td>
    <td>2.1377316</td>
    <td>2.5170854</td>
    <td>-10.35400000</td>
    <td>-19.7933333</td>
    <td>-9.439333333</td>
  </tr>
  <tr>
    <td>G_117</td>
    <td>2.3384023</td>
    <td>2.4526790</td>
    <td>-1.66100000</td>
    <td>-11.1686667</td>
    <td>-9.507666667</td>
  </tr>
  <tr>
    <td>G_118</td>
    <td>1.9352558</td>
    <td>2.4774985</td>
    <td>-6.51800000</td>
    <td>-16.4796667</td>
    <td>-9.961666667</td>
  </tr>
  <tr>
    <td>G_119</td>
    <td>1.5357284</td>
    <td>2.4490205</td>
    <td>-9.43083333</td>
    <td>-21.6923333</td>
    <td>-12.261500000</td>
  </tr>
  <tr>
    <td>G_120</td>
    <td>1.6293721</td>
    <td>2.4992697</td>
    <td>-10.06616667</td>
    <td>-20.6256667</td>
    <td>-10.559500000</td>
  </tr>
  <tr>
    <td>G_121</td>
    <td>1.4196040</td>
    <td>2.5416885</td>
    <td>-2.59300000</td>
    <td>-20.6550000</td>
    <td>-18.062000000</td>
  </tr>
  <tr>
    <td>G_122</td>
    <td>1.2836724</td>
    <td>2.5649615</td>
    <td>-1.58450000</td>
    <td>-19.2541667</td>
    <td>-17.669666670</td>
  </tr>
  <tr>
    <td>G_123</td>
    <td>1.4297120</td>
    <td>2.4900134</td>
    <td>-4.17783333</td>
    <td>-25.3336667</td>
    <td>-21.155833330</td>
  </tr>
  <tr>
    <td>G_124</td>
    <td>1.7663370</td>
    <td>2.5409496</td>
    <td>-13.12450000</td>
    <td>-11.8103333</td>
    <td>1.314166667</td>
  </tr>
  <tr>
    <td>G_125</td>
    <td>1.7996170</td>
    <td>2.6434677</td>
    <td>-10.39750000</td>
    <td>-13.4490000</td>
    <td>-3.051500000</td>
  </tr>
  <tr>
    <td>G_126</td>
    <td>1.8056277</td>
    <td>2.6067590</td>
    <td>-9.60366667</td>
    <td>-13.4283333</td>
    <td>-3.824666667</td>
  </tr>
  <tr>
    <td>G_127</td>
    <td>1.7140777</td>
    <td>2.5351661</td>
    <td>-16.86083333</td>
    <td>-18.4911667</td>
    <td>-1.630333333</td>
  </tr>
  <tr>
    <td>G_128</td>
    <td>1.7995058</td>
    <td>2.5884123</td>
    <td>-15.12816667</td>
    <td>-19.3543333</td>
    <td>-4.226166667</td>
  </tr>
  <tr>
    <td>G_129</td>
    <td>1.7948836</td>
    <td>2.5397108</td>
    <td>-10.57766667</td>
    <td>-14.3921667</td>
    <td>-3.814500000</td>
  </tr>
  <tr>
    <td>G_130</td>
    <td>1.5742187</td>
    <td>2.5249289</td>
    <td>-15.57850000</td>
    <td>-10.4295000</td>
    <td>5.149000000</td>
  </tr>
  <tr>
    <td>G_131</td>
    <td>1.7564374</td>
    <td>2.5740538</td>
    <td>-13.66750000</td>
    <td>-9.1788333</td>
    <td>4.488666667</td>
  </tr>
  <tr>
    <td>G_132</td>
    <td>1.6533813</td>
    <td>2.4888025</td>
    <td>-7.79766667</td>
    <td>-6.6243333</td>
    <td>1.173333333</td>
  </tr>
  <tr>
    <td>G_133</td>
    <td>1.8447530</td>
    <td>2.5720205</td>
    <td>-13.34466667</td>
    <td>-12.2811667</td>
    <td>1.063500000</td>
  </tr>
  <tr>
    <td>G_134</td>
    <td>1.9269075</td>
    <td>2.5877408</td>
    <td>-9.49150000</td>
    <td>-12.4843333</td>
    <td>-2.992833333</td>
  </tr>
  <tr>
    <td>G_135</td>
    <td>1.7903493</td>
    <td>2.4977476</td>
    <td>-9.36550000</td>
    <td>-9.2128333</td>
    <td>0.152666667</td>
  </tr>
  <tr>
    <td>G_136</td>
    <td>1.8884142</td>
    <td>2.6072477</td>
    <td>-7.17216667</td>
    <td>-13.3216667</td>
    <td>-6.149500000</td>
  </tr>
  <tr>
    <td>G_137</td>
    <td>1.9053890</td>
    <td>2.6019323</td>
    <td>-11.21266667</td>
    <td>-13.6523333</td>
    <td>-2.439666667</td>
  </tr>
  <tr>
    <td>G_138</td>
    <td>1.9573555</td>
    <td>2.5932249</td>
    <td>-7.18033333</td>
    <td>-11.8180000</td>
    <td>-4.637666667</td>
  </tr>
  <tr>
    <td>G_139</td>
    <td>1.7652833</td>
    <td>2.5964528</td>
    <td>-14.55500000</td>
    <td>-18.6260000</td>
    <td>-4.071000000</td>
  </tr>
  <tr>
    <td>G_140</td>
    <td>2.1405549</td>
    <td>2.6090158</td>
    <td>-10.56383333</td>
    <td>-14.8086667</td>
    <td>-4.244833333</td>
  </tr>
  <tr>
    <td>G_141</td>
    <td>1.7863645</td>
    <td>2.5364034</td>
    <td>-6.08100000</td>
    <td>-15.4053333</td>
    <td>-9.324333333</td>
  </tr>
  <tr>
    <td>G_142</td>
    <td>1.6582861</td>
    <td>2.6401912</td>
    <td>-16.31000000</td>
    <td>-8.3703333</td>
    <td>7.939666667</td>
  </tr>
  <tr>
    <td>G_143</td>
    <td>1.7201631</td>
    <td>2.7391922</td>
    <td>-15.72816667</td>
    <td>-9.1235000</td>
    <td>6.604666667</td>
  </tr>
  <tr>
    <td>G_144</td>
    <td>1.7751445</td>
    <td>2.6745150</td>
    <td>-10.76700000</td>
    <td>-5.8933333</td>
    <td>4.873666667</td>
  </tr>
  <tr>
    <td>G_145</td>
    <td>1.6322217</td>
    <td>2.6811326</td>
    <td>-22.38800000</td>
    <td>-9.6355000</td>
    <td>12.752500000</td>
  </tr>
  <tr>
    <td>G_146</td>
    <td>1.5350202</td>
    <td>2.6484410</td>
    <td>-20.97033333</td>
    <td>-13.5930000</td>
    <td>7.377333333</td>
  </tr>
  <tr>
    <td>G_147</td>
    <td>1.4764385</td>
    <td>2.6605000</td>
    <td>-16.95283333</td>
    <td>-13.2036667</td>
    <td>3.749166667</td>
  </tr>
  <tr>
    <td>G_148</td>
    <td>1.8178605</td>
    <td>2.7002922</td>
    <td>-14.97133333</td>
    <td>-16.5891667</td>
    <td>-1.617833333</td>
  </tr>
  <tr>
    <td>G_149</td>
    <td>1.7176552</td>
    <td>2.7280375</td>
    <td>-13.22850000</td>
    <td>-16.3020000</td>
    <td>-3.073500000</td>
  </tr>
  <tr>
    <td>G_150</td>
    <td>1.5365130</td>
    <td>2.6617197</td>
    <td>-5.19900000</td>
    <td>-13.1240000</td>
    <td>-7.925000000</td>
  </tr>
  <tr>
    <td>G_151</td>
    <td>1.2955985</td>
    <td>2.6192336</td>
    <td>-4.96300000</td>
    <td>-22.9021667</td>
    <td>-17.939166670</td>
  </tr>
  <tr>
    <td>G_152</td>
    <td>1.3713442</td>
    <td>2.6433919</td>
    <td>-6.32233333</td>
    <td>-26.2366667</td>
    <td>-19.914333330</td>
  </tr>
  <tr>
    <td>G_153</td>
    <td>1.4808586</td>
    <td>2.5407478</td>
    <td>-5.97750000</td>
    <td>-26.3500000</td>
    <td>-20.372500000</td>
  </tr>
</table>
<table>
  <tbody>
    <tr>
      <td>## G_154</td>
      <td>1.0203580</td>
      <td>2.5511001</td>
      <td>4.28866667</td>
      <td>-19.5998333</td>
      <td>-23.888500000</td>
    </tr>
    <tr>
      <td>## G_155</td>
      <td>1.2798484</td>
      <td>2.5588540</td>
      <td>7.56016667</td>
      <td>-15.0920000</td>
      <td>-22.652166670</td>
    </tr>
    <tr>
      <td>## G_156</td>
      <td>1.3228194</td>
      <td>2.5660843</td>
      <td>7.34883333</td>
      <td>-17.8118333</td>
      <td>-25.160666670</td>
    </tr>
    <tr>
      <td>## G_157</td>
      <td>0.9010034</td>
      <td>2.5834055</td>
      <td>-0.16333333</td>
      <td>-24.9610000</td>
      <td>-24.797666670</td>
    </tr>
    <tr>
      <td>## G_158</td>
      <td>1.1160084</td>
      <td>2.6627510</td>
      <td>1.64566667</td>
      <td>-27.2311667</td>
      <td>-28.876833330</td>
    </tr>
    <tr>
      <td>## G_159</td>
      <td>0.9878283</td>
      <td>2.6475989</td>
      <td>3.41800000</td>
      <td>-22.4933333</td>
      <td>-25.911333330</td>
    </tr>
    <tr>
      <td>## G_160</td>
      <td>1.0013068</td>
      <td>2.6063224</td>
      <td>-2.99666667</td>
      <td>-23.1823333</td>
      <td>-20.185666670</td>
    </tr>
    <tr>
      <td>## G_161</td>
      <td>1.1003978</td>
      <td>2.6462101</td>
      <td>-0.44633333</td>
      <td>-26.9306667</td>
      <td>-26.484333330</td>
    </tr>
    <tr>
      <td>## G_162</td>
      <td>1.2282502</td>
      <td>2.5947972</td>
      <td>-1.58366667</td>
      <td>-25.6638333</td>
      <td>-24.080166670</td>
    </tr>
    <tr>
      <td>## G_163</td>
      <td>1.0847446</td>
      <td>2.6027979</td>
      <td>-0.90266667</td>
      <td>-24.1843333</td>
      <td>-23.281666670</td>
    </tr>
    <tr>
      <td>## G_164</td>
      <td>0.8941883</td>
      <td>2.6777404</td>
      <td>0.71000000</td>
      <td>-26.2143333</td>
      <td>-26.924333330</td>
    </tr>
    <tr>
      <td>## G_165</td>
      <td>1.3681398</td>
      <td>2.5016665</td>
      <td>5.17733333</td>
      <td>-19.4753333</td>
      <td>-24.652666670</td>
    </tr>
    <tr>
      <td>## G_166</td>
      <td>1.3912829</td>
      <td>2.6394380</td>
      <td>6.59650000</td>
      <td>-29.9711667</td>
      <td>-36.567666670</td>
    </tr>
    <tr>
      <td>## G_167</td>
      <td>1.2511241</td>
      <td>2.6800193</td>
      <td>6.37550000</td>
      <td>-24.8693333</td>
      <td>-31.244833330</td>
    </tr>
    <tr>
      <td>## G_168</td>
      <td>1.1850622</td>
      <td>2.6667031</td>
      <td>3.80850000</td>
      <td>-28.3838333</td>
      <td>-32.192333330</td>
    </tr>
    <tr>
      <td>## G_169</td>
      <td>1.3088328</td>
      <td>2.6048219</td>
      <td>4.89633333</td>
      <td>-35.7651667</td>
      <td>-40.661500000</td>
    </tr>
    <tr>
      <td>## G_170</td>
      <td>1.2169703</td>
      <td>2.6568260</td>
      <td>4.98583333</td>
      <td>-35.7245000</td>
      <td>-40.710333330</td>
    </tr>
    <tr>
      <td>## G_171</td>
      <td>1.1855197</td>
      <td>2.5565095</td>
      <td>4.76950000</td>
      <td>-28.0688333</td>
      <td>-32.838333330</td>
    </tr>
    <tr>
      <td>## G_172</td>
      <td>1.9967855</td>
      <td>2.6675451</td>
      <td>7.05450000</td>
      <td>-15.1993333</td>
      <td>-22.253833330</td>
    </tr>
    <tr>
      <td>## G_173</td>
      <td>1.5846469</td>
      <td>2.6356679</td>
      <td>9.18883333</td>
      <td>-12.8208333</td>
      <td>-22.009666670</td>
    </tr>
    <tr>
      <td>## G_174</td>
      <td>1.6542127</td>
      <td>2.6975365</td>
      <td>9.84916667</td>
      <td>-12.6351667</td>
      <td>-22.484333330</td>
    </tr>
    <tr>
      <td>## G_175</td>
      <td>1.5555978</td>
      <td>2.5980248</td>
      <td>4.03016667</td>
      <td>-16.7526667</td>
      <td>-20.782833330</td>
    </tr>
    <tr>
      <td>## G_176</td>
      <td>1.3881896</td>
      <td>2.5990201</td>
      <td>5.14533333</td>
      <td>-17.6075000</td>
      <td>-22.752833330</td>
    </tr>
    <tr>
      <td>## G_177</td>
      <td>1.7533104</td>
      <td>2.5192391</td>
      <td>11.00350000</td>
      <td>-13.6231667</td>
      <td>-24.626666670</td>
    </tr>
    <tr>
      <td>## G_178</td>
      <td>1.3385106</td>
      <td>2.6714040</td>
      <td>0.99100000</td>
      <td>-19.5365000</td>
      <td>-20.527500000</td>
    </tr>
    <tr>
      <td>## G_179</td>
      <td>1.4319287</td>
      <td>2.6666497</td>
      <td>1.37166667</td>
      <td>-20.2030000</td>
      <td>-21.574666670</td>
    </tr>
    <tr>
      <td>## G_180</td>
      <td>1.1804176</td>
      <td>2.7010872</td>
      <td>2.34783333</td>
      <td>-24.4791667</td>
      <td>-26.827000000</td>
    </tr>
    <tr>
      <td>## NG_01</td>
      <td>1.4438407</td>
      <td>0.9819262</td>
      <td>1.02533333</td>
      <td>-9.2603333</td>
      <td>-10.285666670</td>
    </tr>
    <tr>
      <td>## NG_02</td>
      <td>1.7787600</td>
      <td>1.0454863</td>
      <td>-1.27416667</td>
      <td>-10.4860000</td>
      <td>-9.211833333</td>
    </tr>
    <tr>
      <td>## NG_03</td>
      <td>2.2790098</td>
      <td>0.9663429</td>
      <td>-1.88283333</td>
      <td>-7.7410000</td>
      <td>-5.858166667</td>
    </tr>
    <tr>
      <td>## NG_04</td>
      <td>1.9211966</td>
      <td>0.9940766</td>
      <td>0.41316667</td>
      <td>-5.0886667</td>
      <td>-5.501833333</td>
    </tr>
    <tr>
      <td>## NG_05</td>
      <td>1.5611791</td>
      <td>0.9962708</td>
      <td>-2.83066667</td>
      <td>-11.3545000</td>
      <td>-8.523833333</td>
    </tr>
    <tr>
      <td>## NG_06</td>
      <td>1.5469669</td>
      <td>0.9379042</td>
      <td>-3.00650000</td>
      <td>-11.9121667</td>
      <td>-8.905666667</td>
    </tr>
    <tr>
      <td>## NG_07</td>
      <td>1.8129656</td>
      <td>1.0815130</td>
      <td>-1.77916667</td>
      <td>0.7188333</td>
      <td>2.498000000</td>
    </tr>
    <tr>
      <td>## NG_08</td>
      <td>1.5054630</td>
      <td>1.0763678</td>
      <td>-1.68833333</td>
      <td>-4.7380000</td>
      <td>-3.049666667</td>
    </tr>
    <tr>
      <td>## NG_09</td>
      <td>2.2306574</td>
      <td>1.0687273</td>
      <td>-2.48100000</td>
      <td>-0.4780000</td>
      <td>2.003000000</td>
    </tr>
    <tr>
      <td>## NG_10</td>
      <td>1.7858839</td>
      <td>1.0555234</td>
      <td>-3.68300000</td>
      <td>-1.8886667</td>
      <td>1.794333333</td>
    </tr>
    <tr>
      <td>## NG_11</td>
      <td>1.7197110</td>
      <td>1.0174331</td>
      <td>-4.30750000</td>
      <td>-4.2255000</td>
      <td>0.082000000</td>
    </tr>
    <tr>
      <td>## NG_12</td>
      <td>1.9789239</td>
      <td>0.9854127</td>
      <td>-2.57533333</td>
      <td>0.2965000</td>
      <td>2.871833333</td>
    </tr>
    <tr>
      <td>## NG_13</td>
      <td>1.4039454</td>
      <td>1.0331787</td>
      <td>0.93133333</td>
      <td>-9.4336667</td>
      <td>-10.365000000</td>
    </tr>
    <tr>
      <td>## NG_14</td>
      <td>1.6582358</td>
      <td>0.9667691</td>
      <td>2.04883333</td>
      <td>-10.5310000</td>
      <td>-12.579833330</td>
    </tr>
    <tr>
      <td>## NG_15</td>
      <td>1.3190937</td>
      <td>1.0216177</td>
      <td>0.04700000</td>
      <td>-9.3976667</td>
      <td>-9.444666667</td>
    </tr>
    <tr>
      <td>## NG_16</td>
      <td>1.8408452</td>
      <td>1.0312957</td>
      <td>-1.61666667</td>
      <td>-6.8495000</td>
      <td>-5.232833333</td>
    </tr>
    <tr>
      <td>## NG_17</td>
      <td>1.9487276</td>
      <td>1.0226515</td>
      <td>-1.07966667</td>
      <td>-8.4798333</td>
      <td>-7.400166667</td>
    </tr>
    <tr>
      <td>## NG_18</td>
      <td>1.8719193</td>
      <td>1.0094379</td>
      <td>-1.41500000</td>
      <td>-9.8880000</td>
      <td>-8.473000000</td>
    </tr>
    <tr>
      <td>## NG_19</td>
      <td>1.7027941</td>
      <td>1.0561315</td>
      <td>2.06283333</td>
      <td>-3.6653333</td>
      <td>-5.728166667</td>
    </tr>
  </tbody>
</table>
<table>
  <tr>
    <td>NG_20</td>
    <td>2.3812769</td>
    <td>1.0470740</td>
    <td>0.72366667</td>
    <td>-1.3401667</td>
    <td>-2.063833333</td>
  </tr>
  <tr>
    <td>NG_21</td>
    <td>1.5182692</td>
    <td>1.0242205</td>
    <td>0.86450000</td>
    <td>-7.7676667</td>
    <td>-8.632166667</td>
  </tr>
  <tr>
    <td>NG_22</td>
    <td>1.4503430</td>
    <td>1.0327309</td>
    <td>3.72150000</td>
    <td>-11.9026667</td>
    <td>-15.624166670</td>
  </tr>
  <tr>
    <td>NG_23</td>
    <td>1.5485265</td>
    <td>1.0603250</td>
    <td>2.20333333</td>
    <td>-10.7751667</td>
    <td>-12.978500000</td>
  </tr>
  <tr>
    <td>NG_24</td>
    <td>1.5185830</td>
    <td>0.9559549</td>
    <td>3.07333333</td>
    <td>-8.2173333</td>
    <td>-11.290666670</td>
  </tr>
  <tr>
    <td>NG_25</td>
    <td>1.7280302</td>
    <td>1.0315003</td>
    <td>1.67483333</td>
    <td>-7.9803333</td>
    <td>-9.655166667</td>
  </tr>
  <tr>
    <td>NG_26</td>
    <td>1.4024282</td>
    <td>1.0348138</td>
    <td>0.06333333</td>
    <td>-6.3810000</td>
    <td>-6.444333333</td>
  </tr>
  <tr>
    <td>NG_27</td>
    <td>1.5515404</td>
    <td>0.9569716</td>
    <td>-0.31966667</td>
    <td>-7.4915000</td>
    <td>-7.171833333</td>
  </tr>
  <tr>
    <td>NG_28</td>
    <td>2.0932916</td>
    <td>1.0236309</td>
    <td>-2.98600000</td>
    <td>-4.4088333</td>
    <td>-1.422833333</td>
  </tr>
  <tr>
    <td>NG_29</td>
    <td>1.9517965</td>
    <td>1.0156749</td>
    <td>-0.56500000</td>
    <td>-6.3883333</td>
    <td>-5.823333333</td>
  </tr>
  <tr>
    <td>NG_30</td>
    <td>1.6403964</td>
    <td>0.9757037</td>
    <td>-0.53550000</td>
    <td>-7.0056667</td>
    <td>-6.470166667</td>
  </tr>
  <tr>
    <td>NG_31</td>
    <td>1.8206371</td>
    <td>1.0409662</td>
    <td>0.05233333</td>
    <td>-7.3960000</td>
    <td>-7.448333333</td>
  </tr>
  <tr>
    <td>NG_32</td>
    <td>1.5708041</td>
    <td>1.0294961</td>
    <td>0.68200000</td>
    <td>-10.7533333</td>
    <td>-11.435333330</td>
  </tr>
  <tr>
    <td>NG_33</td>
    <td>1.4927463</td>
    <td>0.9619033</td>
    <td>1.47083333</td>
    <td>-5.1685000</td>
    <td>-6.639333333</td>
  </tr>
  <tr>
    <td>NG_34</td>
    <td>1.2657730</td>
    <td>1.1679398</td>
    <td>-0.43283333</td>
    <td>-7.3570000</td>
    <td>-6.924166667</td>
  </tr>
  <tr>
    <td>NG_35</td>
    <td>1.4940950</td>
    <td>1.0709617</td>
    <td>0.64816667</td>
    <td>-4.3603333</td>
    <td>-5.008500000</td>
  </tr>
  <tr>
    <td>NG_36</td>
    <td>1.4914814</td>
    <td>1.0354606</td>
    <td>-4.01700000</td>
    <td>-7.1330000</td>
    <td>-3.116000000</td>
  </tr>
  <tr>
    <td>NG_37</td>
    <td>1.1864920</td>
    <td>1.0609888</td>
    <td>-0.40583333</td>
    <td>-9.0780000</td>
    <td>-8.672166667</td>
  </tr>
  <tr>
    <td>NG_38</td>
    <td>1.4986978</td>
    <td>1.0709001</td>
    <td>-3.98400000</td>
    <td>-9.0090000</td>
    <td>-5.025000000</td>
  </tr>
  <tr>
    <td>NG_39</td>
    <td>1.6539711</td>
    <td>1.0046003</td>
    <td>-3.43400000</td>
    <td>-7.5411667</td>
    <td>-4.107166667</td>
  </tr>
  <tr>
    <td>NG_40</td>
    <td>1.2218644</td>
    <td>1.0810607</td>
    <td>6.50450000</td>
    <td>-1.5715000</td>
    <td>-8.076000000</td>
  </tr>
  <tr>
    <td>NG_41</td>
    <td>1.0296340</td>
    <td>1.0615781</td>
    <td>0.64083333</td>
    <td>-2.6416667</td>
    <td>-3.282500000</td>
  </tr>
  <tr>
    <td>NG_42</td>
    <td>1.2472859</td>
    <td>1.0385995</td>
    <td>-0.99516667</td>
    <td>-3.9735000</td>
    <td>-2.978333333</td>
  </tr>
  <tr>
    <td>NG_43</td>
    <td>0.3425885</td>
    <td>1.1212123</td>
    <td>-0.45566667</td>
    <td>-15.5740000</td>
    <td>-15.118333330</td>
  </tr>
  <tr>
    <td>NG_44</td>
    <td>0.9373904</td>
    <td>1.0677124</td>
    <td>0.98316667</td>
    <td>-9.9301667</td>
    <td>-10.913333330</td>
  </tr>
  <tr>
    <td>NG_45</td>
    <td>0.8344149</td>
    <td>0.9777256</td>
    <td>-2.07183333</td>
    <td>-13.5075000</td>
    <td>-11.435666670</td>
  </tr>
  <tr>
    <td>NG_46</td>
    <td>1.4202181</td>
    <td>1.1258086</td>
    <td>-4.72100000</td>
    <td>-6.1786667</td>
    <td>-1.457666667</td>
  </tr>
  <tr>
    <td>NG_47</td>
    <td>0.9621482</td>
    <td>1.0641690</td>
    <td>-1.06483333</td>
    <td>-6.8900000</td>
    <td>-5.825166667</td>
  </tr>
  <tr>
    <td>NG_48</td>
    <td>1.2054494</td>
    <td>1.0585045</td>
    <td>-7.33816667</td>
    <td>-8.7393333</td>
    <td>-1.401166667</td>
  </tr>
  <tr>
    <td>NG_49</td>
    <td>1.6048419</td>
    <td>1.0706732</td>
    <td>-5.25933333</td>
    <td>-6.5060000</td>
    <td>-1.246666667</td>
  </tr>
  <tr>
    <td>NG_50</td>
    <td>1.5033298</td>
    <td>1.0254353</td>
    <td>-5.73583333</td>
    <td>-4.8980000</td>
    <td>0.837833333</td>
  </tr>
  <tr>
    <td>NG_51</td>
    <td>1.7642063</td>
    <td>0.9860913</td>
    <td>-3.74900000</td>
    <td>-0.7000000</td>
    <td>3.049000000</td>
  </tr>
  <tr>
    <td>NG_52</td>
    <td>1.1158029</td>
    <td>1.1051421</td>
    <td>-4.77933333</td>
    <td>-8.0551667</td>
    <td>-3.275833333</td>
  </tr>
  <tr>
    <td>NG_53</td>
    <td>0.7901789</td>
    <td>1.0331861</td>
    <td>-5.31033333</td>
    <td>-10.5155000</td>
    <td>-5.205166667</td>
  </tr>
  <tr>
    <td>NG_54</td>
    <td>1.3352662</td>
    <td>1.0065400</td>
    <td>-6.21250000</td>
    <td>-8.6306667</td>
    <td>-2.418166667</td>
  </tr>
  <tr>
    <td>NG_55</td>
    <td>1.3571402</td>
    <td>1.0879265</td>
    <td>-4.68783333</td>
    <td>-7.0523333</td>
    <td>-2.364500000</td>
  </tr>
  <tr>
    <td>NG_56</td>
    <td>1.4007240</td>
    <td>1.0154825</td>
    <td>-5.34266667</td>
    <td>-7.1406667</td>
    <td>-1.798000000</td>
  </tr>
  <tr>
    <td>NG_57</td>
    <td>1.6585420</td>
    <td>0.9827680</td>
    <td>-8.15416667</td>
    <td>-7.9750000</td>
    <td>0.179166667</td>
  </tr>
  <tr>
    <td>NG_58</td>
    <td>0.5276843</td>
    <td>1.0842888</td>
    <td>-4.86983333</td>
    <td>-10.0158333</td>
    <td>-5.146000000</td>
  </tr>
  <tr>
    <td>NG_59</td>
    <td>1.2273953</td>
    <td>1.0940409</td>
    <td>-7.72250000</td>
    <td>-7.9471667</td>
    <td>-0.224666667</td>
  </tr>
  <tr>
    <td>NG_60</td>
    <td>1.3907656</td>
    <td>0.9925451</td>
    <td>-2.46616667</td>
    <td>-4.9305000</td>
    <td>-2.464333333</td>
  </tr>
  <tr>
    <td>NG_61</td>
    <td>1.2649556</td>
    <td>1.0797320</td>
    <td>-7.78866667</td>
    <td>-8.7396667</td>
    <td>-0.951000000</td>
  </tr>
  <tr>
    <td>NG_62</td>
    <td>1.3503388</td>
    <td>1.0260894</td>
    <td>-3.49333333</td>
    <td>-5.5931667</td>
    <td>-2.099833333</td>
  </tr>
  <tr>
    <td>NG_63</td>
    <td>1.0777327</td>
    <td>0.9753651</td>
    <td>-1.94800000</td>
    <td>-6.1718333</td>
    <td>-4.223833333</td>
  </tr>
  <tr>
    <td>NG_64</td>
    <td>0.9027135</td>
    <td>1.0406898</td>
    <td>-5.00233333</td>
    <td>-15.8055000</td>
    <td>-10.803166670</td>
  </tr>
  <tr>
    <td>NG_65</td>
    <td>0.8180370</td>
    <td>1.0191972</td>
    <td>-3.69000000</td>
    <td>-12.4213333</td>
    <td>-8.731333333</td>
  </tr>
</table>
<table>
  <tr>
    <td>NG_66</td>
    <td>0.9602327</td>
    <td>0.9618171</td>
    <td>-2.66333333</td>
    <td>-7.3253333</td>
    <td>-4.662000000</td>
  </tr>
  <tr>
    <td>NG_67</td>
    <td>0.9840699</td>
    <td>1.0577793</td>
    <td>-6.96216667</td>
    <td>-8.1443333</td>
    <td>-1.182166667</td>
  </tr>
  <tr>
    <td>NG_68</td>
    <td>0.7897341</td>
    <td>1.0414394</td>
    <td>-8.48466667</td>
    <td>-10.3538333</td>
    <td>-1.869166667</td>
  </tr>
  <tr>
    <td>NG_69</td>
    <td>0.8535579</td>
    <td>0.9827140</td>
    <td>-8.61866667</td>
    <td>-9.9243333</td>
    <td>-1.305666667</td>
  </tr>
  <tr>
    <td>NG_70</td>
    <td>1.6293411</td>
    <td>1.0471069</td>
    <td>-3.61033333</td>
    <td>-11.2578333</td>
    <td>-7.647500000</td>
  </tr>
  <tr>
    <td>NG_71</td>
    <td>1.7236537</td>
    <td>1.0273267</td>
    <td>-0.93550000</td>
    <td>-7.7325000</td>
    <td>-6.797000000</td>
  </tr>
  <tr>
    <td>NG_72</td>
    <td>1.8095799</td>
    <td>1.0154362</td>
    <td>-5.66066667</td>
    <td>-6.3146667</td>
    <td>-0.654000000</td>
  </tr>
  <tr>
    <td>NG_73</td>
    <td>0.7238679</td>
    <td>1.0465097</td>
    <td>-0.76233333</td>
    <td>-13.4956667</td>
    <td>-12.733333330</td>
  </tr>
  <tr>
    <td>NG_74</td>
    <td>0.5802266</td>
    <td>0.9907534</td>
    <td>0.37933333</td>
    <td>-12.7901667</td>
    <td>-13.169500000</td>
  </tr>
  <tr>
    <td>NG_75</td>
    <td>0.7260031</td>
    <td>0.9602705</td>
    <td>-1.21700000</td>
    <td>-14.3855000</td>
    <td>-13.168500000</td>
  </tr>
  <tr>
    <td>NG_76</td>
    <td>2.0779864</td>
    <td>1.1708781</td>
    <td>7.50400000</td>
    <td>-2.2566667</td>
    <td>-9.760666667</td>
  </tr>
  <tr>
    <td>NG_77</td>
    <td>2.1170031</td>
    <td>1.1080048</td>
    <td>6.33283333</td>
    <td>-6.3763333</td>
    <td>-12.709166670</td>
  </tr>
  <tr>
    <td>NG_78</td>
    <td>1.9924075</td>
    <td>1.0203961</td>
    <td>11.58283333</td>
    <td>-2.1390000</td>
    <td>-13.721833330</td>
  </tr>
  <tr>
    <td>NG_79</td>
    <td>2.0116252</td>
    <td>1.0642607</td>
    <td>5.11733333</td>
    <td>-6.2158333</td>
    <td>-11.333166670</td>
  </tr>
  <tr>
    <td>NG_80</td>
    <td>1.8080254</td>
    <td>1.0460838</td>
    <td>6.36000000</td>
    <td>-8.4698333</td>
    <td>-14.829833330</td>
  </tr>
  <tr>
    <td>NG_81</td>
    <td>1.8067862</td>
    <td>1.0029846</td>
    <td>9.18600000</td>
    <td>-7.3430000</td>
    <td>-16.529000000</td>
  </tr>
  <tr>
    <td>NG_82</td>
    <td>2.0587558</td>
    <td>1.1322329</td>
    <td>5.64383333</td>
    <td>-5.0131667</td>
    <td>-10.657000000</td>
  </tr>
  <tr>
    <td>NG_83</td>
    <td>2.1236056</td>
    <td>1.1190739</td>
    <td>1.31933333</td>
    <td>-6.5468333</td>
    <td>-7.866166667</td>
  </tr>
  <tr>
    <td>NG_84</td>
    <td>2.1235662</td>
    <td>1.0809349</td>
    <td>3.41966667</td>
    <td>-7.2630000</td>
    <td>-10.682666670</td>
  </tr>
  <tr>
    <td>NG_85</td>
    <td>2.1211175</td>
    <td>1.0864704</td>
    <td>6.71616667</td>
    <td>-6.3800000</td>
    <td>-13.096166670</td>
  </tr>
  <tr>
    <td>NG_86</td>
    <td>2.2463065</td>
    <td>1.0538915</td>
    <td>8.78616667</td>
    <td>-1.4198333</td>
    <td>-10.206000000</td>
  </tr>
  <tr>
    <td>NG_87</td>
    <td>2.2199602</td>
    <td>0.9928202</td>
    <td>3.80283333</td>
    <td>-3.7190000</td>
    <td>-7.521833333</td>
  </tr>
  <tr>
    <td>NG_88</td>
    <td>2.0565232</td>
    <td>1.1143049</td>
    <td>5.50150000</td>
    <td>-4.7051667</td>
    <td>-10.206666670</td>
  </tr>
  <tr>
    <td>NG_89</td>
    <td>2.1041564</td>
    <td>1.0741816</td>
    <td>6.11333333</td>
    <td>-3.8556667</td>
    <td>-9.969000000</td>
  </tr>
  <tr>
    <td>NG_90</td>
    <td>1.8741171</td>
    <td>1.0601647</td>
    <td>2.18716667</td>
    <td>-5.7290000</td>
    <td>-7.916166667</td>
  </tr>
  <tr>
    <td>NG_91</td>
    <td>2.3167076</td>
    <td>1.1457342</td>
    <td>6.27483333</td>
    <td>-3.9518333</td>
    <td>-10.226666670</td>
  </tr>
  <tr>
    <td>NG_92</td>
    <td>2.1025467</td>
    <td>1.0743912</td>
    <td>7.78200000</td>
    <td>-1.0428333</td>
    <td>-8.824833333</td>
  </tr>
  <tr>
    <td>NG_93</td>
    <td>2.2091454</td>
    <td>1.0551792</td>
    <td>9.93133333</td>
    <td>0.0455000</td>
    <td>-9.885833333</td>
  </tr>
  <tr>
    <td>NG_94</td>
    <td>2.1718518</td>
    <td>1.1188800</td>
    <td>6.56783333</td>
    <td>-3.9190000</td>
    <td>-10.486833330</td>
  </tr>
  <tr>
    <td>NG_95</td>
    <td>2.2941046</td>
    <td>1.0494627</td>
    <td>7.69383333</td>
    <td>-3.6665000</td>
    <td>-11.360333330</td>
  </tr>
  <tr>
    <td>NG_96</td>
    <td>2.1043033</td>
    <td>1.0279513</td>
    <td>9.46050000</td>
    <td>-3.7438333</td>
    <td>-13.204333330</td>
  </tr>
  <tr>
    <td>NG_97</td>
    <td>2.0187816</td>
    <td>1.0641414</td>
    <td>7.53283333</td>
    <td>-4.7955000</td>
    <td>-12.328333330</td>
  </tr>
  <tr>
    <td>NG_98</td>
    <td>1.8656260</td>
    <td>1.0428482</td>
    <td>7.96916667</td>
    <td>-6.4388333</td>
    <td>-14.408000000</td>
  </tr>
  <tr>
    <td>NG_99</td>
    <td>1.9411309</td>
    <td>1.0037307</td>
    <td>9.30800000</td>
    <td>-3.2460000</td>
    <td>-12.554000000</td>
  </tr>
  <tr>
    <td>NG_100</td>
    <td>1.3254349</td>
    <td>1.0861785</td>
    <td>4.68783333</td>
    <td>-11.1576667</td>
    <td>-15.845500000</td>
  </tr>
  <tr>
    <td>NG_101</td>
    <td>1.7018696</td>
    <td>1.0879770</td>
    <td>6.61166667</td>
    <td>-4.1723333</td>
    <td>-10.784000000</td>
  </tr>
  <tr>
    <td>NG_102</td>
    <td>1.8075798</td>
    <td>1.0245478</td>
    <td>7.60766667</td>
    <td>-0.7096667</td>
    <td>-8.317333333</td>
  </tr>
  <tr>
    <td>NG_103</td>
    <td>1.5060776</td>
    <td>1.0778141</td>
    <td>2.83333333</td>
    <td>-9.4086667</td>
    <td>-12.242000000</td>
  </tr>
  <tr>
    <td>NG_104</td>
    <td>1.3605992</td>
    <td>1.0260384</td>
    <td>10.68283333</td>
    <td>-9.6118333</td>
    <td>-20.294666670</td>
  </tr>
  <tr>
    <td>NG_105</td>
    <td>1.5983331</td>
    <td>0.9701843</td>
    <td>7.32633333</td>
    <td>-3.3323333</td>
    <td>-10.658666670</td>
  </tr>
  <tr>
    <td>NG_106</td>
    <td>2.1523255</td>
    <td>1.1127636</td>
    <td>2.87900000</td>
    <td>-2.0241667</td>
    <td>-4.903166667</td>
  </tr>
  <tr>
    <td>NG_107</td>
    <td>2.1879166</td>
    <td>1.0679783</td>
    <td>6.55683333</td>
    <td>-2.8913333</td>
    <td>-9.448166667</td>
  </tr>
  <tr>
    <td>NG_108</td>
    <td>2.1991674</td>
    <td>1.0260106</td>
    <td>7.21666667</td>
    <td>-2.8861667</td>
    <td>-10.102833330</td>
  </tr>
  <tr>
    <td>NG_109</td>
    <td>2.1292694</td>
    <td>1.1007031</td>
    <td>6.00516667</td>
    <td>-3.6278333</td>
    <td>-9.633000000</td>
  </tr>
  <tr>
    <td>NG_110</td>
    <td>2.2314961</td>
    <td>1.0655601</td>
    <td>4.43100000</td>
    <td>-4.6768333</td>
    <td>-9.107833333</td>
  </tr>
  <tr>
    <td>NG_111</td>
    <td>2.3090205</td>
    <td>1.0148578</td>
    <td>7.21833333</td>
    <td>1.6710000</td>
    <td>-5.547333333</td>
  </tr>
</table>
<table>
  <tr>
    <td>NG_112</td>
    <td>2.0019395</td>
    <td>1.0844361</td>
    <td>6.74733333</td>
    <td>-3.7016667</td>
    <td>-10.449000000</td>
  </tr>
  <tr>
    <td>NG_113</td>
    <td>1.8536258</td>
    <td>1.0540761</td>
    <td>6.53683333</td>
    <td>-5.4980000</td>
    <td>-12.034833330</td>
  </tr>
  <tr>
    <td>NG_114</td>
    <td>1.9595392</td>
    <td>0.9703307</td>
    <td>10.86716667</td>
    <td>0.9245000</td>
    <td>-9.942666667</td>
  </tr>
  <tr>
    <td>NG_115</td>
    <td>1.9887827</td>
    <td>2.3504614</td>
    <td>-7.71583333</td>
    <td>-14.9815000</td>
    <td>-7.265666667</td>
  </tr>
  <tr>
    <td>NG_116</td>
    <td>1.9342095</td>
    <td>2.3945028</td>
    <td>-11.20866667</td>
    <td>-20.7945000</td>
    <td>-9.585833333</td>
  </tr>
  <tr>
    <td>NG_117</td>
    <td>1.8872726</td>
    <td>2.3568110</td>
    <td>-7.70583333</td>
    <td>-16.2028333</td>
    <td>-8.497000000</td>
  </tr>
  <tr>
    <td>NG_118</td>
    <td>1.8995614</td>
    <td>2.2966058</td>
    <td>-8.63850000</td>
    <td>-16.1011667</td>
    <td>-7.462666667</td>
  </tr>
  <tr>
    <td>NG_119</td>
    <td>1.8618037</td>
    <td>2.3312040</td>
    <td>-11.02916667</td>
    <td>-18.4658333</td>
    <td>-7.436666667</td>
  </tr>
  <tr>
    <td>NG_120</td>
    <td>1.8653475</td>
    <td>2.2638127</td>
    <td>-4.33500000</td>
    <td>-15.0246667</td>
    <td>-10.689666670</td>
  </tr>
  <tr>
    <td>NG_121</td>
    <td>2.1908734</td>
    <td>2.3748052</td>
    <td>-8.73883333</td>
    <td>-18.8853333</td>
    <td>-10.146500000</td>
  </tr>
  <tr>
    <td>NG_122</td>
    <td>2.0508719</td>
    <td>2.4083171</td>
    <td>-12.49833333</td>
    <td>-19.2788333</td>
    <td>-6.780500000</td>
  </tr>
  <tr>
    <td>NG_123</td>
    <td>1.9426007</td>
    <td>2.3960502</td>
    <td>-12.37816667</td>
    <td>-20.4400000</td>
    <td>-8.061833333</td>
  </tr>
  <tr>
    <td>NG_124</td>
    <td>2.1615348</td>
    <td>2.3363071</td>
    <td>-11.95766667</td>
    <td>-18.0780000</td>
    <td>-6.120333333</td>
  </tr>
  <tr>
    <td>NG_125</td>
    <td>2.1890717</td>
    <td>2.4402555</td>
    <td>-7.06533333</td>
    <td>-16.8721667</td>
    <td>-9.806833333</td>
  </tr>
  <tr>
    <td>NG_126</td>
    <td>2.1590365</td>
    <td>2.3150749</td>
    <td>-5.51416667</td>
    <td>-13.3798333</td>
    <td>-7.865666667</td>
  </tr>
  <tr>
    <td>NG_127</td>
    <td>1.8030810</td>
    <td>2.5306648</td>
    <td>-9.70800000</td>
    <td>-21.8363333</td>
    <td>-12.128333330</td>
  </tr>
  <tr>
    <td>NG_128</td>
    <td>1.6784257</td>
    <td>2.5025105</td>
    <td>-12.37616667</td>
    <td>-21.3246667</td>
    <td>-8.948500000</td>
  </tr>
  <tr>
    <td>NG_129</td>
    <td>1.7314115</td>
    <td>2.4906741</td>
    <td>-12.46750000</td>
    <td>-18.7405000</td>
    <td>-6.273000000</td>
  </tr>
  <tr>
    <td>NG_130</td>
    <td>1.9494221</td>
    <td>2.4186412</td>
    <td>-13.02500000</td>
    <td>-23.6726667</td>
    <td>-10.647666670</td>
  </tr>
  <tr>
    <td>NG_131</td>
    <td>2.0455821</td>
    <td>2.4058218</td>
    <td>-10.90916667</td>
    <td>-18.8483333</td>
    <td>-7.939166667</td>
  </tr>
  <tr>
    <td>NG_132</td>
    <td>1.9661514</td>
    <td>2.4051787</td>
    <td>-12.32800000</td>
    <td>-19.0605000</td>
    <td>-6.732500000</td>
  </tr>
  <tr>
    <td>NG_133</td>
    <td>2.2228280</td>
    <td>2.4921488</td>
    <td>-8.22283333</td>
    <td>-16.0818333</td>
    <td>-7.859000000</td>
  </tr>
  <tr>
    <td>NG_134</td>
    <td>2.1038426</td>
    <td>2.4584556</td>
    <td>-10.31416667</td>
    <td>-18.8883333</td>
    <td>-8.574166667</td>
  </tr>
  <tr>
    <td>NG_135</td>
    <td>2.0290907</td>
    <td>2.3806467</td>
    <td>-9.13350000</td>
    <td>-18.6336667</td>
    <td>-9.500166667</td>
  </tr>
  <tr>
    <td>NG_136</td>
    <td>2.1529373</td>
    <td>2.3722562</td>
    <td>-7.80816667</td>
    <td>-17.8215000</td>
    <td>-10.013333330</td>
  </tr>
  <tr>
    <td>NG_137</td>
    <td>2.0725490</td>
    <td>2.3906507</td>
    <td>-8.05366667</td>
    <td>-17.7465000</td>
    <td>-9.692833333</td>
  </tr>
  <tr>
    <td>NG_138</td>
    <td>2.2256132</td>
    <td>2.3185052</td>
    <td>-4.75133333</td>
    <td>-17.0133333</td>
    <td>-12.262000000</td>
  </tr>
  <tr>
    <td>NG_139</td>
    <td>1.8482340</td>
    <td>2.4581979</td>
    <td>-7.47833333</td>
    <td>-20.1018333</td>
    <td>-12.623500000</td>
  </tr>
  <tr>
    <td>NG_140</td>
    <td>1.7469595</td>
    <td>2.5395911</td>
    <td>-10.37033333</td>
    <td>-18.9823333</td>
    <td>-8.612000000</td>
  </tr>
  <tr>
    <td>NG_141</td>
    <td>1.7314534</td>
    <td>2.4863342</td>
    <td>-10.15766667</td>
    <td>-20.4791667</td>
    <td>-10.321500000</td>
  </tr>
  <tr>
    <td>NG_142</td>
    <td>1.8175787</td>
    <td>2.4869066</td>
    <td>-11.66833333</td>
    <td>-22.9991667</td>
    <td>-11.330833330</td>
  </tr>
  <tr>
    <td>NG_143</td>
    <td>1.4299795</td>
    <td>2.4663406</td>
    <td>-11.13116667</td>
    <td>-23.3315000</td>
    <td>-12.200333330</td>
  </tr>
  <tr>
    <td>NG_144</td>
    <td>1.6074756</td>
    <td>2.4209926</td>
    <td>-13.81416667</td>
    <td>-24.2365000</td>
    <td>-10.422333330</td>
  </tr>
  <tr>
    <td>NG_145</td>
    <td>1.6913487</td>
    <td>2.5002457</td>
    <td>-7.79316667</td>
    <td>-20.1730000</td>
    <td>-12.379833330</td>
  </tr>
  <tr>
    <td>NG_146</td>
    <td>1.9325354</td>
    <td>2.4661367</td>
    <td>-4.66916667</td>
    <td>-14.6133333</td>
    <td>-9.944166667</td>
  </tr>
  <tr>
    <td>NG_147</td>
    <td>1.9805786</td>
    <td>2.5020847</td>
    <td>-5.65050000</td>
    <td>-13.0881667</td>
    <td>-7.437666667</td>
  </tr>
  <tr>
    <td>NG_148</td>
    <td>1.9589636</td>
    <td>2.4478194</td>
    <td>-4.04000000</td>
    <td>-16.9920000</td>
    <td>-12.952000000</td>
  </tr>
  <tr>
    <td>NG_149</td>
    <td>1.8744784</td>
    <td>2.4763830</td>
    <td>-7.28516667</td>
    <td>-19.4226667</td>
    <td>-12.137500000</td>
  </tr>
  <tr>
    <td>NG_150</td>
    <td>1.8526701</td>
    <td>2.4695172</td>
    <td>-7.92066667</td>
    <td>-20.7871667</td>
    <td>-12.866500000</td>
  </tr>
  <tr>
    <td>NG_151</td>
    <td>1.3978875</td>
    <td>2.4642110</td>
    <td>-25.67683333</td>
    <td>-21.1533333</td>
    <td>4.523500000</td>
  </tr>
  <tr>
    <td>NG_152</td>
    <td>1.4926117</td>
    <td>2.5235756</td>
    <td>-24.66250000</td>
    <td>-18.6266667</td>
    <td>6.035833333</td>
  </tr>
  <tr>
    <td>NG_153</td>
    <td>1.3704940</td>
    <td>2.4565877</td>
    <td>-21.88616667</td>
    <td>-19.5248333</td>
    <td>2.361333333</td>
  </tr>
  <tr>
    <td>NG_154</td>
    <td>1.5072428</td>
    <td>2.4150557</td>
    <td>-19.36866667</td>
    <td>-15.1581667</td>
    <td>4.210500000</td>
  </tr>
  <tr>
    <td>NG_155</td>
    <td>1.4732631</td>
    <td>2.5226341</td>
    <td>-23.45666667</td>
    <td>-15.5090000</td>
    <td>7.947666667</td>
  </tr>
  <tr>
    <td>NG_156</td>
    <td>1.7655771</td>
    <td>2.4859215</td>
    <td>-24.71266667</td>
    <td>-16.6458333</td>
    <td>8.066833333</td>
  </tr>
  <tr>
    <td>NG_157</td>
    <td>1.2026794</td>
    <td>2.6227682</td>
    <td>-22.81716667</td>
    <td>-17.2456667</td>
    <td>5.571500000</td>
  </tr>
</table>
<table>
  <tbody>
    <tr>
      <td>NG_158</td>
      <td>1.1653144</td>
      <td>2.5914516</td>
      <td>-18.11283333</td>
      <td>-14.1403333</td>
      <td>3.972500000</td>
    </tr>
    <tr>
      <td>NG_159</td>
      <td>1.1846082</td>
      <td>2.5425010</td>
      <td>-24.22700000</td>
      <td>-16.5751667</td>
      <td>7.651833333</td>
    </tr>
    <tr>
      <td>NG_160</td>
      <td>1.2145706</td>
      <td>2.5544702</td>
      <td>-23.86233333</td>
      <td>-16.9463333</td>
      <td>6.916000000</td>
    </tr>
    <tr>
      <td>NG_161</td>
      <td>1.4211343</td>
      <td>2.5373714</td>
      <td>-24.99300000</td>
      <td>-17.7091667</td>
      <td>7.283833333</td>
    </tr>
    <tr>
      <td>NG_162</td>
      <td>1.5508639</td>
      <td>2.5461929</td>
      <td>-28.10016667</td>
      <td>-19.6333333</td>
      <td>8.466833333</td>
    </tr>
    <tr>
      <td>NG_163</td>
      <td>1.4100113</td>
      <td>2.5039556</td>
      <td>-28.46733333</td>
      <td>-20.9716667</td>
      <td>7.495666667</td>
    </tr>
    <tr>
      <td>NG_164</td>
      <td>1.2682988</td>
      <td>2.4986629</td>
      <td>-23.03700000</td>
      <td>-19.3111667</td>
      <td>3.725833333</td>
    </tr>
    <tr>
      <td>NG_165</td>
      <td>1.4812799</td>
      <td>2.5846261</td>
      <td>-29.04133333</td>
      <td>-21.0261667</td>
      <td>8.015166667</td>
    </tr>
    <tr>
      <td>NG_166</td>
      <td>1.5528966</td>
      <td>2.6015207</td>
      <td>-28.65516667</td>
      <td>-21.6075000</td>
      <td>7.047666667</td>
    </tr>
    <tr>
      <td>NG_167</td>
      <td>1.5655482</td>
      <td>2.5114825</td>
      <td>-19.99533333</td>
      <td>-12.7526667</td>
      <td>7.242666667</td>
    </tr>
    <tr>
      <td>NG_168</td>
      <td>1.6353641</td>
      <td>2.5590759</td>
      <td>-18.77300000</td>
      <td>-13.9865000</td>
      <td>4.786500000</td>
    </tr>
    <tr>
      <td>NG_169</td>
      <td>1.7213814</td>
      <td>2.5559680</td>
      <td>-17.94400000</td>
      <td>-9.7901667</td>
      <td>8.153833333</td>
    </tr>
    <tr>
      <td>NG_170</td>
      <td>1.7552427</td>
      <td>2.5595052</td>
      <td>-18.94400000</td>
      <td>-8.8433333</td>
      <td>10.100666670</td>
    </tr>
    <tr>
      <td>NG_171</td>
      <td>1.9192430</td>
      <td>2.4495081</td>
      <td>-16.54366667</td>
      <td>-9.9758333</td>
      <td>6.567833333</td>
    </tr>
    <tr>
      <td>NG_172</td>
      <td>1.8449962</td>
      <td>2.4500528</td>
      <td>-21.50283333</td>
      <td>-16.1500000</td>
      <td>5.352833333</td>
    </tr>
    <tr>
      <td>NG_173</td>
      <td>1.9735637</td>
      <td>2.4807905</td>
      <td>-20.30350000</td>
      <td>-13.6165000</td>
      <td>6.687000000</td>
    </tr>
    <tr>
      <td>NG_174</td>
      <td>1.9827803</td>
      <td>2.4803493</td>
      <td>-22.24000000</td>
      <td>-13.1908333</td>
      <td>9.049166667</td>
    </tr>
    <tr>
      <td>NG_175</td>
      <td>1.7755745</td>
      <td>2.5695769</td>
      <td>-19.71916667</td>
      <td>-10.0833333</td>
      <td>9.635833333</td>
    </tr>
    <tr>
      <td>NG_176</td>
      <td>1.5865605</td>
      <td>2.5361867</td>
      <td>-16.38600000</td>
      <td>-10.2493333</td>
      <td>6.136666667</td>
    </tr>
    <tr>
      <td>NG_177</td>
      <td>1.5768590</td>
      <td>2.5903675</td>
      <td>-17.17716667</td>
      <td>-10.2836667</td>
      <td>6.893500000</td>
    </tr>
    <tr>
      <td>NG_178</td>
      <td>1.5220448</td>
      <td>2.5905807</td>
      <td>-13.00483333</td>
      <td>-9.9283333</td>
      <td>3.076500000</td>
    </tr>
    <tr>
      <td>NG_179</td>
      <td>1.4284521</td>
      <td>2.5602115</td>
      <td>-9.94883333</td>
      <td>-13.8715000</td>
      <td>-3.922666667</td>
    </tr>
    <tr>
      <td>NG_180</td>
      <td>1.5270768</td>
      <td>2.5440040</td>
      <td>-11.56633333</td>
      <td>-14.7243333</td>
      <td>-3.158000000</td>
    </tr>
    <tr>
      <td>NG_181</td>
      <td>1.8208205</td>
      <td>2.6526604</td>
      <td>-21.15500000</td>
      <td>-14.5345000</td>
      <td>6.620500000</td>
    </tr>
    <tr>
      <td>NG_182</td>
      <td>1.8646375</td>
      <td>2.5937218</td>
      <td>-20.02600000</td>
      <td>-11.2678333</td>
      <td>8.758166667</td>
    </tr>
    <tr>
      <td>NG_183</td>
      <td>1.5144157</td>
      <td>2.6045998</td>
      <td>-15.98983333</td>
      <td>-11.1865000</td>
      <td>4.803333333</td>
    </tr>
    <tr>
      <td>NG_184</td>
      <td>1.4533889</td>
      <td>2.7037412</td>
      <td>-28.43416667</td>
      <td>-21.2168333</td>
      <td>7.217333333</td>
    </tr>
    <tr>
      <td>NG_185</td>
      <td>1.4817821</td>
      <td>2.6442559</td>
      <td>-27.90433333</td>
      <td>-23.2283333</td>
      <td>4.676000000</td>
    </tr>
    <tr>
      <td>NG_186</td>
      <td>1.3874853</td>
      <td>2.7381040</td>
      <td>-25.91550000</td>
      <td>-24.1400000</td>
      <td>1.775500000</td>
    </tr>
    <tr>
      <td>NG_187</td>
      <td>2.0021856</td>
      <td>2.6635717</td>
      <td>3.07850000</td>
      <td>-15.5180000</td>
      <td>-18.596500000</td>
    </tr>
    <tr>
      <td>NG_188</td>
      <td>2.0228862</td>
      <td>2.5326852</td>
      <td>1.32233333</td>
      <td>-11.9145000</td>
      <td>-13.236833330</td>
    </tr>
    <tr>
      <td>NG_189</td>
      <td>1.9935347</td>
      <td>2.5070512</td>
      <td>3.46633333</td>
      <td>-12.2246667</td>
      <td>-15.691000000</td>
    </tr>
    <tr>
      <td>NG_190</td>
      <td>1.6439357</td>
      <td>2.6032682</td>
      <td>-0.44100000</td>
      <td>-20.2071667</td>
      <td>-19.766166670</td>
    </tr>
    <tr>
      <td>NG_191</td>
      <td>1.9425271</td>
      <td>2.5983777</td>
      <td>1.15800000</td>
      <td>-14.1273333</td>
      <td>-15.285333330</td>
    </tr>
    <tr>
      <td>NG_192</td>
      <td>1.6742325</td>
      <td>2.5422007</td>
      <td>2.92750000</td>
      <td>-15.7843333</td>
      <td>-18.711833330</td>
    </tr>
    <tr>
      <td>NG_193</td>
      <td>1.8022335</td>
      <td>2.6193197</td>
      <td>0.86500000</td>
      <td>-17.8136667</td>
      <td>-18.678666670</td>
    </tr>
    <tr>
      <td>NG_194</td>
      <td>1.8667761</td>
      <td>2.6451082</td>
      <td>2.29800000</td>
      <td>-21.6533333</td>
      <td>-23.951333330</td>
    </tr>
    <tr>
      <td>NG_195</td>
      <td>2.0615126</td>
      <td>2.6758980</td>
      <td>8.66900000</td>
      <td>-15.8598333</td>
      <td>-24.528833330</td>
    </tr>
    <tr>
      <td>NG_196</td>
      <td>1.8953255</td>
      <td>2.6172574</td>
      <td>1.41616667</td>
      <td>-20.4291667</td>
      <td>-21.845333330</td>
    </tr>
    <tr>
      <td>NG_197</td>
      <td>1.9796772</td>
      <td>2.5643855</td>
      <td>3.80900000</td>
      <td>-17.0886667</td>
      <td>-20.897666670</td>
    </tr>
    <tr>
      <td>NG_198</td>
      <td>2.0017989</td>
      <td>2.5815700</td>
      <td>4.12700000</td>
      <td>-15.7183333</td>
      <td>-19.845333330</td>
    </tr>
    <tr>
      <td>NG_199</td>
      <td>1.2921366</td>
      <td>2.0316525</td>
      <td>4.90400000</td>
      <td>-15.7491667</td>
      <td>-20.653166670</td>
    </tr>
    <tr>
      <td>NG_200</td>
      <td>1.3774624</td>
      <td>2.4900976</td>
      <td>9.63416667</td>
      <td>-16.5818333</td>
      <td>-26.216000000</td>
    </tr>
    <tr>
      <td>NG_201</td>
      <td>1.4684684</td>
      <td>2.1606907</td>
      <td>6.56950000</td>
      <td>-19.3738333</td>
      <td>-25.943333330</td>
    </tr>
    <tr>
      <td>NG_202</td>
      <td>1.6288402</td>
      <td>2.6043885</td>
      <td>-0.37716667</td>
      <td>-17.9990000</td>
      <td>-17.621833330</td>
    </tr>
    <tr>
      <td>NG_203</td>
      <td>1.6473265</td>
      <td>2.6059833</td>
      <td>-0.18433333</td>
      <td>-16.4753333</td>
      <td>-16.291000000</td>
    </tr>
  </tbody>
</table>
<table><tr><td>NG_204</td><td>1.6927744</td><td>2.6361471</td><td>1.10133333</td><td>-16.2605000</td><td>-17.361833330</td></tr><tr><td>NG_205</td><td>1.8278892</td><td>2.6406828</td><td>0.94733333</td><td>-18.9411667</td><td>-19.888500000</td></tr><tr><td>NG_206</td><td>1.8366153</td><td>2.6839436</td><td>2.17616667</td><td>-15.9601667</td><td>-18.136333330</td></tr><tr><td>NG_207</td><td>1.8847771</td><td>2.5890838</td><td>3.18750000</td><td>-15.6265000</td><td>-18.814000000</td></tr><tr><td>NG_208</td><td>2.0752244</td><td>2.6765754</td><td>0.16550000</td><td>-24.1613333</td><td>-24.326833330</td></tr><tr><td>NG_209</td><td>1.9477910</td><td>2.7006057</td><td>1.84333333</td><td>-17.7805000</td><td>-19.623833330</td></tr><tr><td>NG_210</td><td>1.8930054</td><td>2.6490753</td><td>2.69433333</td><td>-19.3576667</td><td>-22.052000000</td></tr><tr><td>NG_211</td><td>1.2586754</td><td>2.5936981</td><td>-1.50500000</td><td>-25.5440000</td><td>-24.039000000</td></tr><tr><td>NG_212</td><td>1.1898659</td><td>2.6352857</td><td>-0.64916667</td><td>-24.5226667</td><td>-23.873500000</td></tr><tr><td>NG_213</td><td>1.2297406</td><td>2.6276217</td><td>0.67066667</td><td>-24.0013333</td><td>-24.672000000</td></tr><tr><td>NG_214</td><td>1.2920648</td><td>2.5843075</td><td>1.11983333</td><td>-22.4265000</td><td>-23.546333330</td></tr><tr><td>NG_215</td><td>1.4312453</td><td>2.6001104</td><td>2.71800000</td><td>-19.0253333</td><td>-21.743333330</td></tr><tr><td>NG_216</td><td>1.4164609</td><td>2.6278478</td><td>6.66733333</td><td>-18.8476667</td><td>-25.515000000</td></tr><tr><td>NG_217</td><td>1.4023787</td><td>2.6060187</td><td>4.55266667</td><td>-22.8726667</td><td>-27.425333330</td></tr><tr><td>NG_218</td><td>1.8186648</td><td>2.5649800</td><td>7.28300000</td><td>-17.8055000</td><td>-25.088500000</td></tr><tr><td>NG_219</td><td>1.6490923</td><td>2.6160705</td><td>5.75100000</td><td>-18.3648333</td><td>-24.115833330</td></tr><tr><td>NG_220</td><td>2.0113137</td><td>2.6604471</td><td>1.12550000</td><td>-19.2691667</td><td>-20.394666670</td></tr><tr><td>NG_221</td><td>1.8697238</td><td>2.6208004</td><td>3.03883333</td><td>-18.5955000</td><td>-21.634333330</td></tr><tr><td>NG_222</td><td>1.7939113</td><td>2.6886140</td><td>4.76550000</td><td>-20.3470000</td><td>-25.112500000</td></tr></table>

pcaDat1 <- PCA(dfPharPCA,
quali.sup = 1,
graph = TRUE,
scale.unit = TRUE, ncp = 5)
<figure><img src="image_223.png" /></figure>

7.4.2 Scree plot

This shows the percent explained variance for our PCs. This is equivalent to the
normalized eigenvalues of the covariance matrix used in PCA. Traditionally, any
PC that explained 5% or above of the variance can be retained. In our example
below, we know that the first 2 dimensions explain most of the variance, with
the third dimension contributing more than 10%.

fviz_eig(pcaDat1)

## Warning in geom_bar(stat = "identity", fill = barfill, color = barcolor, :

## Ignoring empty aesthetic: `width`.
<figure><img src="image_224.png" /></figure>

## 7.4.3 Results

### 7.4.3.1 Summary of results

Based on the summary of results, we observe that the first 5 dimensions account 88.3% of the variance in the data; each contribute individually to more than 5% of the variance (the fifth is at 4.97%!).

summary(pcaDat1)

##

## Call:

## PCA(X = dfPharPCA, scale.unit = TRUE, ncp = 5, quali.sup = 1,
## graph = TRUE)

##

##

## Eigenvalues

<table><thead><tr><th></th><th>Dim.1</th><th>Dim.2</th><th>Dim.3</th><th>Dim.4</th><th>Dim.5</th><th>Dim.6</th><th>Dim.7</th></tr></thead><tbody><tr><td>Variance</td><td>8.660</td><td>5.868</td><td>2.625</td><td>2.017</td><td>1.143</td><td>0.749</td><td>0.549</td></tr><tr><td>% of var.</td><td>37.652</td><td>25.512</td><td>11.412</td><td>8.769</td><td>4.972</td><td>3.259</td><td>2.388</td></tr><tr><td>Cumulative % of var.</td><td>37.652</td><td>63.164</td><td>74.577</td><td>83.346</td><td>88.317</td><td>91.576</td><td>93.964</td></tr><tr><td>Variance</td><td>0.419</td><td>0.284</td><td>0.220</td><td>0.141</td><td>0.110</td><td>0.087</td><td>0.057</td></tr><tr><td>% of var.</td><td>1.820</td><td>1.235</td><td>0.957</td><td>0.612</td><td>0.479</td><td>0.377</td><td>0.246</td></tr><tr><td>Cumulative % of var.</td><td>95.784</td><td>97.019</td><td>97.976</td><td>98.588</td><td>99.067</td><td>99.444</td><td>99.690</td></tr><tr><td>Variance</td><td>Dim.15</td><td>Dim.16</td><td>Dim.17</td><td>Dim.18</td><td>Dim.19</td><td>Dim.20</td><td>Dim.21</td></tr></tbody></table>
## Variance 0.032 0.015 0.012 0.008 0.002 0.001 0.000
## % of var. 0.138 0.066 0.054 0.036 0.010 0.006 0.000
## Cumulative % of var. 99.828 99.894 99.948 99.984 99.994 100.000 100.000
## Dim.22 Dim.23
## Variance 0.000 0.000
## % of var. 0.000 0.000
## Cumulative % of var. 100.000 100.000
##

## Individuals (the 10 first)

## Dist Dim.1 ctr cos2 Dim.2 ctr cos2 Dim.3
## G_01 | 6.871 | -4.756 0.650 0.479 | -2.241 0.213 0.106 | 2.535
## G_02 | 5.728 | -3.279 0.309 0.328 | -1.258 0.067 0.048 | 2.704
## G_03 | 6.642 | -5.052 0.733 0.578 | -1.599 0.108 0.058 | 1.378
## G_04 | 6.294 | -3.773 0.409 0.359 | -3.037 0.391 0.233 | 1.921
## G_05 | 4.944 | -3.009 0.260 0.370 | -1.892 0.152 0.147 | 1.708
## G_06 | 5.988 | -3.773 0.409 0.397 | -2.018 0.173 0.114 | 2.051
## G_07 | 6.381 | -4.450 0.569 0.486 | -2.262 0.217 0.126 | 2.250
## G_08 | 5.149 | -4.092 0.481 0.632 | -1.213 0.062 0.055 | 1.609
## G_09 | 6.178 | -3.696 0.392 0.358 | -1.742 0.129 0.079 | 2.580
## G_10 | 4.011 | -2.676 0.206 0.445 | -1.115 0.053 0.077 | 1.897
## ctr cos2
## G_01 0.609 0.136 |
## G_02 0.693 0.223 |
## G_03 0.180 0.043 |
## G_04 0.350 0.093 |
## G_05 0.277 0.119 |
## G_06 0.399 0.117 |
## G_07 0.480 0.124 |
## G_08 0.245 0.098 |
## G_09 0.631 0.174 |
## G_10 0.341 0.224 |
##

## Variables (the 10 first)

## Dim.1 ctr cos2 Dim.2 ctr cos2 Dim.3 ctr
## CPP | 0.524 3.166 0.274 | 0.236 0.945 0.055 | 0.312 3.699
## Energy | -0.571 3.768 0.326 | -0.127 0.274 0.016 | 0.559 11.905
## H1A1c | 0.671 5.198 0.450 | 0.045 0.034 0.002 | 0.610 14.177
## H1A2c | -0.114 0.150 0.013 | -0.874 13.012 0.764 | 0.149 0.844
## H1A3c | -0.237 0.647 0.056 | 0.591 5.946 0.349 | 0.000 0.000
## H1H2c | 0.866 8.653 0.749 | -0.159 0.432 0.025 | 0.080 0.246
## H2H4c | -0.528 3.221 0.279 | 0.116 0.229 0.013 | 0.127 0.612
## H2KH5Kc | -0.116 0.157 0.014 | -0.709 8.569 0.503 | -0.589 13.223
## H42Kc | -0.380 1.668 0.144 | 0.809 11.158 0.655 | 0.209 1.660
## HNR05 | 0.911 9.579 0.830 | 0.044 0.033 0.002 | 0.297 3.359
## cos2
## CPP 0.097 |
<table><tr><td>Energy</td><td>0.312</td></tr><tr><td>H1A1c</td><td>0.372</td></tr><tr><td>H1A2c</td><td>0.022</td></tr><tr><td>H1A3c</td><td>0.000</td></tr><tr><td>H1H2c</td><td>0.006</td></tr><tr><td>H2H4c</td><td>0.016</td></tr><tr><td>H2KH5Kc</td><td>0.347</td></tr><tr><td>H42Kc</td><td>0.044</td></tr><tr><td>HNR05</td><td>0.088</td></tr></table>

###

### Supplementary categories

<table><thead><tr><th></th><th>Dist</th><th>Dim.1</th><th>cos2</th><th>v.test</th><th>Dim.2</th><th>cos2</th><th>v.test</th><th>Dim.3</th></tr></thead><tbody><tr><td>Non-Guttural</td><td>0.713</td><td>0.116</td><td>0.026</td><td>0.875</td><td>0.561</td><td>0.618</td><td>5.147</td><td>-0.207</td></tr><tr><td>Guttural</td><td>0.880</td><td>-0.143</td><td>0.026</td><td>-0.875</td><td>-0.691</td><td>0.618</td><td>-5.147</td><td>0.256</td></tr><tr><td colspan="9">cos2 v.test</td></tr><tr><td>Non-Guttural</td><td>0.085</td><td>-2.846</td><td></td><td></td><td></td><td></td><td></td><td></td></tr><tr><td>Guttural</td><td>0.085</td><td>2.846</td><td></td><td></td><td></td><td></td><td></td><td></td></tr></tbody></table>

### 7.4.3.2 Contribution of predictors and groups

Below, we look at the contributions of the main 5 dimensions.

dimdesc(pcaDat1, axes = 1:5, proba = 0.05)

### $Dim.1

###

### Link between the variable and the continuous variables (R-square)

<table><thead><tr><th></th><th>correlation</th><th>p.value</th></tr></thead><tbody><tr><td>F0Bark</td><td>0.9471236</td><td>1.429483e-199</td></tr><tr><td>HNR25</td><td>0.9346079</td><td>1.131178e-181</td></tr><tr><td>soe</td><td>0.9284685</td><td>3.755961e-174</td></tr><tr><td>HNR35</td><td>0.9248084</td><td>5.569479e-170</td></tr><tr><td>HNR05</td><td>0.9108131</td><td>8.807770e-156</td></tr><tr><td>HNR15</td><td>0.8954107</td><td>1.220387e-142</td></tr><tr><td>H1H2c</td><td>0.8656253</td><td>3.099776e-122</td></tr><tr><td>H1A1c</td><td>0.6709032</td><td>6.724616e-54</td></tr><tr><td>CPP</td><td>0.5236515</td><td>1.098679e-29</td></tr><tr><td>H1A2c</td><td>-0.1137865</td><td>2.250563e-02</td></tr><tr><td>H2KH5Kc</td><td>-0.1164455</td><td>1.952233e-02</td></tr><tr><td>H1A3c</td><td>-0.2366755</td><td>1.595378e-06</td></tr><tr><td>H42Kc</td><td>-0.3800759</td><td>2.903273e-15</td></tr><tr><td>Z1mnZ0</td><td>-0.4268127</td><td>3.150556e-19</td></tr><tr><td>A1mnA2</td><td>-0.4963663</td><td>2.148508e-26</td></tr><tr><td>H2H4c</td><td>-0.5281247</td><td>2.967330e-30</td></tr><tr><td>Energy</td><td>-0.5712695</td><td>3.377633e-36</td></tr><tr><td>A1mnA3</td><td>-0.6262636</td><td>3.576749e-45</td></tr></tbody></table>
## SHR -0.6393517 1.394910e-47

## $Dim.2

## Link between the variable and the continuous variables (R-square)

## =================================================================================================================

| | correlation | p.value |
|:---|:---:|:---:|
| A2mnA3 | 0.9488972 | 1.862448e-202 |
| Z2mnZ1 | 0.8611635 | 1.326843e-119 |
| H42Kc | 0.8091541 | 2.107251e-94 |
| H1A3c | 0.5906500 | 3.640784e-39 |
| A1mnA3 | 0.4113725 | 7.545605e-18 |
| CPP | 0.2355070 | 1.801379e-06 |
| HNR15 | 0.2195716 | 8.870306e-06 |
| Z4mnZ3 | 0.1585383 | 1.427779e-03 |
| H2H4c | 0.1158268 | 2.018384e-02 |
| Energy | -0.1267753 | 1.095302e-02 |
| Z1mnZ0 | -0.1396388 | 5.035009e-03 |
| SHR | -0.1585845 | 1.423139e-03 |
| H1H2c | -0.1591314 | 1.369225e-03 |
| HNR35 | -0.1742803 | 4.475517e-04 |
| H2KH5Kc | -0.7090710 | 1.143697e-62 |
| A1mnA2 | -0.7561523 | 1.141274e-75 |
| H1A2c | -0.8738035 | 2.589277e-127 |
| Z3mnZ2 | -0.9727026 | 7.067910e-256 |

## Link between the variable and the categorical variable (1-way anova)

## =================================================================================================================

| | R2 | p.value |
|:---|:---:|:---:|
| context | 0.06606739 | 1.736324e-07 |

## Link between variable and the categories of the categorical variables

## =================================================================================================================

| | Estimate | p.value |
|:---|:---:|:---:|
| context=Non-Guttural | 0.6260556 | 1.736324e-07 |
| context=Guttural | -0.6260556 | 1.736324e-07 |

## $Dim.3

## Link between the variable and the continuous variables (R-square)

## =================================================================================================================

| | correlation | p.value |
|:---|:---:|:---:|
| Z1mnZ0 | 0.8535706 | 2.491707e-115 |
| H1A1c | 0.6100189 | 2.445703e-42 |
| Energy | 0.5590167 | 2.020458e-34 |
| CPP | 0.3115902 | 1.684891e-10 |
<table><tr><td>HNR05</td><td>0.2969497</td><td>1.256987e-09</td></tr><tr><td>H42Kc</td><td>0.2087229</td><td>2.460412e-05</td></tr><tr><td>F0Bark</td><td>0.1702103</td><td>6.100220e-04</td></tr><tr><td>Z4mnZ3</td><td>0.1495364</td><td>2.649038e-03</td></tr><tr><td>H1A2c</td><td>0.1488647</td><td>2.770444e-03</td></tr><tr><td>H2H4c</td><td>0.1267249</td><td>1.098501e-02</td></tr><tr><td>A2mnA3</td><td>-0.1051933</td><td>3.499609e-02</td></tr><tr><td>HNR35</td><td>-0.2151263</td><td>1.355901e-05</td></tr><tr><td>HNR15</td><td>-0.2372089</td><td>1.509029e-06</td></tr><tr><td>A1mnA2</td><td>-0.2407206</td><td>1.042740e-06</td></tr><tr><td>HNR25</td><td>-0.2492222</td><td>4.161621e-07</td></tr><tr><td>Z2mnZ1</td><td>-0.3697651</td><td>1.802391e-14</td></tr><tr><td>A1mnA3</td><td>-0.4089538</td><td>1.222863e-17</td></tr><tr><td>H2KH5Kc</td><td>-0.5891288</td><td>6.329691e-39</td></tr></table>

<figure><img src="image_225.png" /></figure>

Link between the variable and the categorical variable (1-way anova)

==================================================

R2 p.value

context 0.02019995 0.004300124

<figure><img src="image_226.png" /></figure>

Link between variable and the categories of the categorical variables

==================================================

Estimate p.value

context=Guttural 0.2315316 0.004300124

context=Non-Guttural -0.2315316 0.004300124

<figure><img src="image_227.png" /></figure>

$Dim.4

<figure><img src="image_228.png" /></figure>

Link between the variable and the continuous variables (R-square)

==================================================

correlation p.value

Z4mnZ3 0.8760843 8.580651e-129

H1A3c 0.7256396 6.212261e-67

A1mnA3 0.4631838 9.034769e-23

H1A2c 0.2978370 1.116376e-09

SHR 0.2447883 6.747376e-07

A2mnA3 0.1991310 5.808302e-05

A1mnA2 0.1779271 3.371233e-04

H1H2c 0.1679119 7.244124e-04

HNR35 0.1435091 3.934983e-03

HNR05 0.1197102 1.633473e-02

H1A1c 0.1181063 1.783878e-02

Z1mnZ0 0.1123235 2.430980e-02

Z3mnZ2 0.1060653 3.350479e-02

F0Bark 0.1056122 3.427281e-02

CPP -0.1843072 2.026259e-04
## Energy -0.2139211 1.518911e-05

## Z2mnZ1 -0.2771545 1.597946e-08

##

## Link between the variable and the categorical variable (1-way anova)

## =====================================================================

## R2 p.value

## context 0.056498 1.434538e-06

##

## Link between variable and the categories of the categorical variables

## =====================================================================

## Estimate p.value

## context=Non-Guttural 0.3394259 1.434538e-06

## context=Guttural -0.3394259 1.434538e-06

##

## $Dim.5

##

## Link between the variable and the continuous variables (R-square)

## =====================================================================

## correlation p.value

## H2H4c 0.67917208 1.098695e-55

## CPP 0.58268792 6.373444e-38

## HNR15 0.24837172 4.569075e-07

## HNR25 0.18018109 2.821810e-04

## HNR05 0.16392456 9.710453e-04

## HNR35 0.15076346 2.439664e-03

## SHR 0.09962685 4.590553e-02

## F0Bark -0.13227856 7.916814e-03

## H42Kc -0.15107672 2.388688e-03

## H1H2c -0.33610840 4.506374e-12

### 7.4.3.3 Contribution of variables

We look next at the contribution of the top 10 predictors on each of the 6 dimensions

fviz_contrib(pcaDat1, choice = "var", axes = 1, top = 10)
Contribution of variables to Dim-1

<figure><img src="image_229.png" /></figure>

7.4.3.3.1 Dimension 1

fviz_contrib(pcaDat1, choice = "var", axes = 2, top = 10)

Contribution of variables to Dim-2

<figure><img src="image_230.png" /></figure>

7.4.3.3.2 Dimension 2
```r
fviz_contrib(pcaDat1, choice = "var", axes = 3, top = 10)
```

<figure><img src="image_231.png" /></figure>

#### 7.4.3.3.3 Dimension 3

```r
fviz_contrib(pcaDat1, choice = "var", axes = 4, top = 10)
```
Contribution of variables to Dim-4

<figure><img src="image_232.png" /></figure>

7.4.3.3.4 Dimension 4

fviz_contrib(pcaDat1, choice = "var", axes = 5, top = 10)

Contribution of variables to Dim-5

<figure><img src="image_233.png" /></figure>

7.4.3.3.5 Dimension 5
7.4.4 Plots

```r
fviz_pca_ind(pcaDat1, col.ind = "cos2",
 gradient_COLS = c("#00AFBB", "#E7B800", "#FC4E07"),
 repel = FALSE ## Avoid text overlapping (slow if many points)
)
```

<figure><img src="image_234.png" /></figure>

7.4.4.1.1 PCA Individuals

```r
fviz_pca_biplot(pcaDat1, repel = FALSE, habillage = dfPharPCA$context, addEllipses = T)
```
<figure><img src="image_235.png" /><figcaption>7.4.4.1.2 PCA Biplot 1:2</figcaption></figure>

fviz_pca_biplot(pcaDat1, axes = c(3, 4), repel = FALSE, habillage = dfPharPCA$context, addEllipses = TRUE)

<figure><img src="image_236.png" /><figcaption>7.4.4.1.3 PCA Biplot 3:4</figcaption></figure>
### 7.4.4.2 Clustering

```r
fviz_pca_ind(pcaDat1,
  label = "none", ## hide individual labels
  habillage = dfPharPCA$context, ## color by groups
  addEllipses = TRUE ## Concentration ellipses
)
```

<figure><img src="image_237.png" /></figure>

### 7.4.4.3 3-D By Groups

```r
coord <- pcaDat1$quali.sup$coord[1:2,0]
coord
```

```r
##
## Non-Guttural
## Guttural
```

```r
with(pcaDat1, {
  s3d <- scatterplot3d(pcaDat1$quali.sup$coord[,1], pcaDat1$quali.sup$coord[,2], pcaDat1$quali.sup$coord[,3],
    color=c("blue", "red"), pch=19, ## filled blue and red colors
    type="h", ## vertical lines to the x-y plane
    main="PCA 3-D Scatterplot",
    xlab="Dim1 (37.7%)",
    ylab="",
    zlab="Dim3 (11.4%)",
```
```r
#xlim = c(-1.5, 1.5), ylim = c(-1.5, 1.5), zlim = c(-0.8, 0.8)
)
s3d-coords <- s3d$xyz.convert(pcaDat1$quali.sup$coord[,1], pcaDat1$quali.sup$coord[,2], pcaDat1$quali.sup$coord[,3])
text(s3d-coords$x, s3d-coords$y,
      labels = row.namescroord, col = c("blue", "red"),
      cex = 1, pos = 4)

## text to plot
## shrink text 50% and place to right of points)
})
dims <- par("usr")
x <- dims[1] + 0.8*diff(dims[1:2])
y <- dims[3] + 0.08*diff(dims[3:4])
text(x, y, "Dim2(25.5%)", srt = 25, col = "black")
```

<figure><img src="image_238.png" /><figcaption>PCA 3-D Scatterplot</figcaption></figure>

Using the PCA approach allowed us to separate the two contexts and showed that we can use up to five dimensions to explain the results.

### 7.4.5 Automatic analysis of the PCA results

The `Investigate` function from the `factoInvestigate` package allows to obtain an automatic analysis of the PCA. An automatic analysis of the PCA results. It will generate an HTML report that we can import below. The report includes the PCA results, detection of outliers, evaluation of inertia (or % cumulative variance explained), in addition to a description of the top significant dimensions. It also provides a classification via clustering of the predictors, and an evaluation of the results. It should be noted that *"This interpretation of the results was carried out automatically, it cannot match the quality of a personal interpretation"*
Investigate(pcaDat1, file = "outputs/Investigate.Rmd", language = "en")

## -- creation of the .Rmd file (time spent : 0s) --
##
## -- detection of outliers (time spent : 0s) --
## 0 outlier(s) terminated
##
## -- analysis of the inertia (time spent : 0.02s) --
## 4 component(s) carrying information : total inertia of 83.3%
##
## -- components description (time spent : 27.76s) --
## plane 1:2
## plane 3:4
##
## -- classification (time spent : 28.16s) --
## 3 clusters
##
## -- annexes writing (time spent : 28.24s) --
##
## -- saving data (time spent : 28.34s) --
##
## -- outputs compilation (time spent : 28.34s) --

## -- task completed (time spent : 45.96s) --
## This interpretation of the results was carried out automatically,
## it cannot match the quality of a personal interpretation

webshot::webshot(url = "outputs/Investigate.html", file = "outputs/Investigate.png", v
<figure><img src="image_239.png" /></figure>
2764 CHAPTER 7. REDUCING DIMENSIONALITY: CORRELATIONS, PRINCIPAL COMPONENTS ANALYSIS, AND MULTIVARIATE ANALYSIS

<figure><img src="image_240.png" /></figure>
### 7.4.6 Extracting coordinates

The PCA analysis we used above allowed us to reduce dimensionality from 23 acoustic measures into 5 dimensions. These top five dimensions are orthogonal to each other, i.e., they are not correlated with each other, and hence we can easily reduce the collinearity levels.

What we can do next is to export the coordinates of the PCA analysis and save them on the original dataframe, which we can use further in a linear mixed effects regression or any other tools.

```
PCACoord <- pcaDat1$ind$coord
PCACoord <- as.data.frame(PCACoord)
dfPharPCAFull <- dfPharPCA %>%
  bind_COLS(PCACoord)
dfPharPCAFull %>%
  head(10)
```

#### 7.4.6.0.1 Saving coordinates

<table><thead><tr><th>context</th><th>Energy</th><th>H1A1c</th><th>H1A2c</th><th>H1A3c</th><th>H1H2c</th></tr></thead><tbody><tr><td>G_01</td><td>23.53283</td><td>22.753333</td><td>15.16200</td><td>16.03700</td><td>-3.29716667 -1.18416667</td></tr><tr><td>G_02</td><td>25.71500</td><td>22.831167</td><td>13.19633</td><td>11.62400</td><td>-5.91583333 -0.73916667</td></tr><tr><td>G_03</td><td>19.61600</td><td>9.157167</td><td>16.54767</td><td>18.54883</td><td>0.60366667 -0.92833333</td></tr><tr><td>G_04</td><td>23.59050</td><td>17.183000</td><td>15.99917</td><td>20.10800</td><td>-7.62983333 0.78233333</td></tr><tr><td>G_05</td><td>26.01967</td><td>15.581667</td><td>14.54517</td><td>14.59700</td><td>-6.72900000 0.04416667</td></tr><tr><td>G_06</td><td>24.52800</td><td>14.442500</td><td>16.60483</td><td>16.56800</td><td>-5.45883333 1.33850000</td></tr><tr><td>G_07</td><td>23.05033</td><td>18.636167</td><td>14.98317</td><td>15.77067</td><td>-5.93933333 -0.21083333</td></tr><tr><td>G_08</td><td>22.23483</td><td>9.035333</td><td>17.08500</td><td>18.39550</td><td>2.10250000 -0.74216667</td></tr><tr><td>G_09</td><td>28.40900</td><td>25.507667</td><td>12.53117</td><td>15.14450</td><td>-3.33266667 -1.58850000</td></tr><tr><td>G_10</td><td>28.20017</td><td>15.784833</td><td>14.67683</td><td>16.25517</td><td>-0.05283333 0.10800000</td></tr><tr><td>H2H4c</td><td>H2KH5Kc</td><td>H42Kc</td><td>HNR05</td><td>HNR15</td><td>HNR25 HNR35</td></tr><tr><td>G_01</td><td>2.646500</td><td>23.24200</td><td>-0.7933333</td><td>15.081833</td><td>10.991667 16.98700 16.96567</td></tr><tr><td>G_02</td><td>1.649500</td><td>16.46617</td><td>3.2220000</td><td>27.608000</td><td>23.177167 28.37033 25.54933</td></tr><tr><td>G_03</td><td>4.496000</td><td>18.53517</td><td>3.8773333</td><td>8.078333</td><td>4.946667 15.20767 17.18033</td></tr><tr><td>G_04</td><td>2.416667</td><td>28.22200</td><td>1.8515000</td><td>18.364667</td><td>16.286667 22.52317 19.90650</td></tr><tr><td>G_05</td><td>3.128000</td><td>27.62367</td><td>3.1501667</td><td>25.314667</td><td>23.038333 28.18867 24.94500</td></tr><tr><td>G_06</td><td>4.508333</td><td>21.64800</td><td>2.8890000</td><td>15.229000</td><td>12.943500 19.85783 18.14617</td></tr><tr><td>G_07</td><td>2.114667</td><td>26.27517</td><td>2.2301667</td><td>18.705167</td><td>13.381500 19.21467 17.03400</td></tr><tr><td>G_08</td><td>3.409167</td><td>19.06983</td><td>6.5708333</td><td>19.000833</td><td>14.642333 21.73733 21.34783</td></tr><tr><td>G_09</td><td>3.803500</td><td>25.61217</td><td>-2.1470000</td><td>25.133000</td><td>21.514167 25.73267 23.86617</td></tr><tr><td>G_10</td><td>3.495167</td><td>22.45067</td><td>1.0068333</td><td>29.377333</td><td>27.227500 31.59400 29.14750</td></tr><tr><td>SHR</td><td>soe</td><td>Z1mnZ0</td><td>Z2mnZ1</td><td>Z3mnZ2</td><td>Z4mnZ3 F0Bark</td></tr><tr><td>G_01</td><td>0.4251667</td><td>0.04283333</td><td>5.076974</td><td>2.994892</td><td>6.388857 0.9743294 1.0948316</td></tr><tr><td>G_02</td><td>0.3583333</td><td>0.04483333</td><td>5.160356</td><td>3.709608</td><td>5.940066 1.2706906 0.9883207</td></tr><tr><td>G_03</td><td>0.3928333</td><td>0.04216667</td><td>4.827702</td><td>3.624215</td><td>6.359362 1.8130826 1.0195730</td></tr></tbody></table>
## G_04 0.3835000 0.04466667 4.810222 3.510302 6.245377 0.7893802 1.0411044
## G_05 0.4200000 0.04083333 4.712838 3.895518 5.824021 0.9619710 1.0373995
## G_06 0.3103333 0.04983333 4.847712 3.711640 6.112990 0.5909686 1.0190485
## G_07 0.5951667 0.04533333 5.171513 3.356130 5.822943 1.1889666 1.0313257
## G_08 0.4780000 0.04600000 5.149396 3.430090 6.081196 1.4073719 0.9936448
## G_09 0.4048333 0.04183333 4.830887 3.699086 5.660729 1.4692506 1.0593737
## G_10 0.4970000 0.04450000 4.745195 3.985419 5.449738 1.5145304 1.0562507
## A1mnA2 A1mnA3 A2mnA3 Dim.1 Dim.2 Dim.3 Dim.4
## G_01 0.87483333 -18.45917 -19.33400 -4.756289 -2.240525 2.535286 -2.2669642
## G_02 -1.57150000 -19.11150 -17.54000 -3.278750 -1.257551 2.704469 -2.3430542
## G_03 2.00083333 -15.94400 -17.94483 -5.051898 -1.598677 1.378303 0.1345050
## G_04 4.10883333 -23.62867 -27.73750 -3.773209 -3.037001 1.920799 -2.8779523
## G_05 0.05166667 -21.27450 -21.32617 -3.008515 -1.892200 1.708201 -2.6330290
## G_06 -0.03683333 -22.06367 -22.02683 -3.772510 -2.018195 2.050987 -3.0944166
## G_07 0.78733333 -20.92267 -21.71000 -4.449892 -2.261754 2.249916 -2.0139573
## G_08 1.31066667 -14.98217 -16.29283 -4.092110 -1.212580 1.609375 -0.2468404
## G_09 2.61350000 -15.86383 -18.47733 -3.696311 -1.741969 2.580262 -1.7878735
## G_10 1.57833333 -14.73017 -16.30850 -2.676089 -1.115367 1.897065 -0.8085406
## Dim.5
## G_01 -2.0088781
## G_02 -1.0398098
## G_03 -2.9581068
## G_04 -1.8396151
## G_05 -0.6937098
## G_06 -1.6504581
## G_07 -2.0567386
## G_08 -1.9689529
## G_09 0.1649163
## G_10 0.3352442

7.4.6.0.2 Linear regression In our case, and given that the data comes
from one participant, we use a simple linear regression analysis on each of the
five dimension.

dfPharPCAFull %>
lm(Dim.1 ~ context, data = .) %>
summary()

7.4.6.0.2.1 Dimension 1

##
## Call:
## lm(formula = Dim.1 ~ context, data = .)
##
## Residuals:
summary()

### 7.4.6.0.2.5 Dimension 5

```r
##
## Call:
## lm(formula = Dim.5 ~ context, data = .)
##
## Residuals:
##       Min     1Q   Median     3Q     Max
## -3.1669 -0.6511  0.0315  0.6840  3.0084
##
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)
## (Intercept)    0.03575  0.07190  0.497    0.619
## contextGuttural -0.07984  0.10745 -0.743    0.458
##
## Residual standard error: 1.071 on 400 degrees of freedom
## Multiple R-squared: 0.001378, Adjusted R-squared: -0.001118
## F-statistic: 0.5521 on 1 and 400 DF, p-value: 0.4579
```

### 7.4.6.0.3 Conclusion
From the analysis above, it is interesting to note that dimensions 2, 3, and 4 allowed to appropriately distinguish between the two contexts, while dimensions 1 and 5 did not. We can explore the data further by examining the contribution of the various variables to each dimension and what they can tell us.

## 7.5 Kmeans Clustering

In this section, we explore clustering techniques. These are different from the PCA applied above as these are unsupervised learning algorithms. For the PCA, we told the algorithm that there are two groups in our outcome *context*. Here, we let the algorithm decide how many clusters there are.

### 7.5.1 Nb Clusters

We compute number of clusters via hierarchical clustering, after applying 500 Monte Carlo (“bootstrap”) samples. We specify 10 as our maximum number of clusters

```r
dat1Clust <- dfPharPCA[-1]
set.seed(123)
```

```r
gap_stat <- clusGap(dat1Clust, FUN = hcut, nstart = 20, K.max = 10, B = 500, spaceH0 = "scaledPCA"
print(gap_stat, method = "Tibs2001SEmax")
```
## Clustering Gap statistic ["clusGap"] from call:
## clusGap(x = dat1Clust, FUNcluster = hcut, K.max = 10, B = 500, spaceHO = "scaledPCA"
## B=500 simulated reference sets, k = 1..10; spaceHO="scaledPCA"
## --> Number of clusters (method 'Tibs2001SEmax', SE.factor=1): 8
##       logW      E.logW      gap        SE.sim
## [1,]  8.407623  8.661800  0.2541775  0.010937959
## [2,]  8.131417  8.519075  0.3876578  0.013833464
## [3,]  7.961471  8.421735  0.4602642  0.011830234
## [4,]  7.843640  8.347227  0.5035878  0.012692611
## [5,]  7.722050  8.308187  0.5861367  0.011315080
## [6,]  7.634004  8.276993  0.6429896  0.010594202
## [7,]  7.588294  8.250448  0.6621539  0.010205889
## [8,]  7.533120  8.226987  0.6938672  0.009925265
## [9,]  7.503556  8.205583  0.7020276  0.009794064
## [10,]  7.467433  8.186055  0.7186212  0.009604244

fviz-gap_stat(gap_stat)

<figure><img src="image_241.png" /></figure>

The results in the plot above show that the optimal number of clusters is 10!
This is not helpful at all; for the moment, this is for demonstration.

### 7.5.1.1 Computing clusters

Although optimal number of clusters is 10, we perform a kMeans clustering with 2, 3, 4, 5, 6, 7, 8, 9 and 10 clusters. The aim is to evaluate how close (or far) our groups are, and whether the two contexts cluster together.
We use the function *hcut* from the package *factoextra*. This will compute
Hierarchical Clustering and Cut the Tree into k clusters. By default, it uses
*hc_method* = "ward.D2", *hcMetric* = "euclidean". *stand* = TRUE allows for
the data to be normalised (z-scored)

km.resdat1_2 <- hcut.dat1Clust, 2, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_3 <- hcut.dat1Clust, 3, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_4 <- hcut.dat1Clust, 4, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_5 <- hcut.dat1Clust, 5, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_6 <- hcut.dat1Clust, 6, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_7 <- hcut.dat1Clust, 7, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_8 <- hcut.dat1Clust, 8, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_9 <- hcut.dat1Clust, 9, hc_method = "ward.D2", stand = TRUE, graph = TRUE)
km.resdat1_10 <- hcut.dat1Clust, 10, hc_method = "ward.D2", stand = TRUE, graph = TRUE)

km.resdat1_2

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_3

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_4

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_5

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_6

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_7

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_8

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_9

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402
km.resdat1_10

##
## Call:
## stats::hclust(d = x, method = hc_method)
##
## Cluster method : ward.D2
## Distance : euclidean
## Number of objects: 402

fviz_dend(km.resdat1_2, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster Dendrograms")

7.5.1.2 Dendograms

<figure><img src="image_242.png" /><figcaption>Cluster Dendrogram – 2 clusters</figcaption></figure>

fviz_dend(km.resdat1_3, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster Dendrograms")
<figure><img src="image_243.png" /><figcaption>Cluster Dendrogram – 3 clusters</figcaption></figure>

fviz_dend(km.resdat1_4, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster Dendrogram – 3 clusters")

<figure><img src="image_244.png" /><figcaption>Cluster Dendrogram – 4 clusters</figcaption></figure>
fviz_dend(km.resdat1_5, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster Dendrograms")

<figure><img src="image_245.png" /><figcaption>Cluster Dendrogram – 5 clusters</figcaption></figure>

fviz_dend(km.resdat1_6, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster Dendrograms")

<figure><img src="image_246.png" /><figcaption>Cluster Dendrogram – 6 clusters</figcaption></figure>
fviz_dend(km.resdat1_7, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster

<figure><img src="image_247.png" /><figcaption>Cluster Dendrogram – 7 clusters</figcaption></figure>

fviz_dend(km.resdat1_8, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster

<figure><img src="image_248.png" /><figcaption>Cluster Dendrogram – 8 clusters</figcaption></figure>
fviz_dend(km.resdat1_9, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster Dendrograms")

<figure><img src="image_249.png" /><figcaption>Cluster Dendrogram – 9 clusters</figcaption></figure>

fviz_dend(km.resdat1_10, show labels = TRUE, rect = TRUE, repel = TRUE, main = "Cluster Dendrograms")

<figure><img src="image_250.png" /><figcaption>Cluster Dendrogram – 10 clusters</figcaption></figure>
ellipse.type = "convex",
palette = "jco",
ggtheme = theme_minimal(),
show.clust.cent = TRUE,
main = "Cluster plot - 2 clusters")

7.5.1.3 Plots

<figure><img src="image_251.png" /></figure>

fviz_cluster(km.resdat1_3, data = dat1Clust,
ellipse.type = "convex",
palette = "jco",
ggtheme = theme_minimal(),
show.clust.cent = TRUE,
main = "Cluster plot - 3 clusters")
<figure><img src="image_252.png" /><figcaption>Cluster plot - 3 clusters</figcaption></figure>

```r
fviz_cluster(km.resdat1_4, data = dat1Clust,
  ellipse.type = "convex",
  palette = "jco",
  ggtheme = theme_minimal(),
  show.clust.cent = TRUE,
  main = "Cluster plot - 4 clusters")
```
<figure><img src="image_253.png" /><figcaption>fviz_cluster(km.resdat1_5, data = dat1Clust,
  ellipse.type = "convex",
  palette = "jco",
  ggtheme = theme_minimal(),
  show.clust.cent = TRUE,
  main = "Cluster plot - 5 clusters")</figcaption></figure>
<figure><img src="image_254.png" /><figcaption>Cluster plot - 5 clusters</figcaption></figure>

```r
eviz_cluster(km.resdat1_6, data = dat1Clust,
  ellipse.type = "convex",
  palette = "jco",
  ggtheme = theme_minimal(),
  show.clust.cent = TRUE,
  main = "Cluster plot - 6 clusters")
```