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danlmarmot/N2 - Gadfly GH.ipynb

Created January 19, 2014 18:05
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iPython Notebook to demonstrate Gadfly visualization in Julia
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N2 - Gadfly GH.ipynb
{
"metadata": {
"language": "Julia",
"name": "N2 - Gadfly GH"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": "using RDatasets\nusing Gadfly\nset_default_plot_size(9inch, 9inch/golden);\niris = data(\"datasets\", \"iris\")",
"language": "python",
"metadata": {},
"outputs": [
{
"html": "<table><tr><th></th><th>SepalLength</th><th>SepalWidth</th><th>PetalLength</th><th>PetalWidth</th><th>Species</th></tr><tr><th>1</th><td>5.1</td><td>3.5</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>2</th><td>4.9</td><td>3.0</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>3</th><td>4.7</td><td>3.2</td><td>1.3</td><td>0.2</td><td>setosa</td></tr><tr><th>4</th><td>4.6</td><td>3.1</td><td>1.5</td><td>0.2</td><td>setosa</td></tr><tr><th>5</th><td>5.0</td><td>3.6</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>6</th><td>5.4</td><td>3.9</td><td>1.7</td><td>0.4</td><td>setosa</td></tr><tr><th>7</th><td>4.6</td><td>3.4</td><td>1.4</td><td>0.3</td><td>setosa</td></tr><tr><th>8</th><td>5.0</td><td>3.4</td><td>1.5</td><td>0.2</td><td>setosa</td></tr><tr><th>9</th><td>4.4</td><td>2.9</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>10</th><td>4.9</td><td>3.1</td><td>1.5</td><td>0.1</td><td>setosa</td></tr><tr><th>11</th><td>5.4</td><td>3.7</td><td>1.5</td><td>0.2</td><td>setosa</td></tr><tr><th>12</th><td>4.8</td><td>3.4</td><td>1.6</td><td>0.2</td><td>setosa</td></tr><tr><th>13</th><td>4.8</td><td>3.0</td><td>1.4</td><td>0.1</td><td>setosa</td></tr><tr><th>14</th><td>4.3</td><td>3.0</td><td>1.1</td><td>0.1</td><td>setosa</td></tr><tr><th>15</th><td>5.8</td><td>4.0</td><td>1.2</td><td>0.2</td><td>setosa</td></tr><tr><th>16</th><td>5.7</td><td>4.4</td><td>1.5</td><td>0.4</td><td>setosa</td></tr><tr><th>17</th><td>5.4</td><td>3.9</td><td>1.3</td><td>0.4</td><td>setosa</td></tr><tr><th>18</th><td>5.1</td><td>3.5</td><td>1.4</td><td>0.3</td><td>setosa</td></tr><tr><th>19</th><td>5.7</td><td>3.8</td><td>1.7</td><td>0.3</td><td>setosa</td></tr><tr><th>20</th><td>5.1</td><td>3.8</td><td>1.5</td><td>0.3</td><td>setosa</td></tr><tr><th>21</th><td>5.4</td><td>3.4</td><td>1.7</td><td>0.2</td><td>setosa</td></tr><tr><th>22</th><td>5.1</td><td>3.7</td><td>1.5</td><td>0.4</td><td>setosa</td></tr><tr><th>23</th><td>4.6</td><td>3.6</td><td>1.0</td><td>0.2</td><td>setosa</td></tr><tr><th>24</th><td>5.1</td><td>3.3</td><td>1.7</td><td>0.5</td><td>setosa</td></tr><tr><th>25</th><td>4.8</td><td>3.4</td><td>1.9</td><td>0.2</td><td>setosa</td></tr><tr><th>26</th><td>5.0</td><td>3.0</td><td>1.6</td><td>0.2</td><td>setosa</td></tr><tr><th>27</th><td>5.0</td><td>3.4</td><td>1.6</td><td>0.4</td><td>setosa</td></tr><tr><th>28</th><td>5.2</td><td>3.5</td><td>1.5</td><td>0.2</td><td>setosa</td></tr><tr><th>29</th><td>5.2</td><td>3.4</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>30</th><td>4.7</td><td>3.2</td><td>1.6</td><td>0.2</td><td>setosa</td></tr><tr><th>31</th><td>4.8</td><td>3.1</td><td>1.6</td><td>0.2</td><td>setosa</td></tr><tr><th>32</th><td>5.4</td><td>3.4</td><td>1.5</td><td>0.4</td><td>setosa</td></tr><tr><th>33</th><td>5.2</td><td>4.1</td><td>1.5</td><td>0.1</td><td>setosa</td></tr><tr><th>34</th><td>5.5</td><td>4.2</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>35</th><td>4.9</td><td>3.1</td><td>1.5</td><td>0.2</td><td>setosa</td></tr><tr><th>36</th><td>5.0</td><td>3.2</td><td>1.2</td><td>0.2</td><td>setosa</td></tr><tr><th>37</th><td>5.5</td><td>3.5</td><td>1.3</td><td>0.2</td><td>setosa</td></tr><tr><th>38</th><td>4.9</td><td>3.6</td><td>1.4</td><td>0.1</td><td>setosa</td></tr><tr><th>39</th><td>4.4</td><td>3.0</td><td>1.3</td><td>0.2</td><td>setosa</td></tr><tr><th>40</th><td>5.1</td><td>3.4</td><td>1.5</td><td>0.2</td><td>setosa</td></tr><tr><th>41</th><td>5.0</td><td>3.5</td><td>1.3</td><td>0.3</td><td>setosa</td></tr><tr><th>42</th><td>4.5</td><td>2.3</td><td>1.3</td><td>0.3</td><td>setosa</td></tr><tr><th>43</th><td>4.4</td><td>3.2</td><td>1.3</td><td>0.2</td><td>setosa</td></tr><tr><th>44</th><td>5.0</td><td>3.5</td><td>1.6</td><td>0.6</td><td>setosa</td></tr><tr><th>45</th><td>5.1</td><td>3.8</td><td>1.9</td><td>0.4</td><td>setosa</td></tr><tr><th>46</th><td>4.8</td><td>3.0</td><td>1.4</td><td>0.3</td><td>setosa</td></tr><tr><th>47</th><td>5.1</td><td>3.8</td><td>1.6</td><td>0.2</td><td>setosa</td></tr><tr><th>48</th><td>4.6</td><td>3.2</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>49</th><td>5.3</td><td>3.7</td><td>1.5</td><td>0.2</td><td>setosa</td></tr><tr><th>50</th><td>5.0</td><td>3.3</td><td>1.4</td><td>0.2</td><td>setosa</td></tr><tr><th>51</th><td>7.0</td><td>3.2</td><td>4.7</td><td>1.4</td><td>versicolor</td></tr><tr><th>52</th><td>6.4</td><td>3.2</td><td>4.5</td><td>1.5</td><td>versicolor</td></tr><tr><th>53</th><td>6.9</td><td>3.1</td><td>4.9</td><td>1.5</td><td>versicolor</td></tr><tr><th>54</th><td>5.5</td><td>2.3</td><td>4.0</td><td>1.3</td><td>versicolor</td></tr><tr><th>55</th><td>6.5</td><td>2.8</td><td>4.6</td><td>1.5</td><td>versicolor</td></tr><tr><th>56</th><td>5.7</td><td>2.8</td><td>4.5</td><td>1.3</td><td>versicolor</td></tr><tr><th>57</th><td>6.3</td><td>3.3</td><td>4.7</td><td>1.6</td><td>versicolor</td></tr><tr><th>58</th><td>4.9</td><td>2.4</td><td>3.3</td><td>1.0</td><td>versicolor</td></tr><tr><th>59</th><td>6.6</td><td>2.9</td><td>4.6</td><td>1.3</td><td>versicolor</td></tr><tr><th>60</th><td>5.2</td><td>2.7</td><td>3.9</td><td>1.4</td><td>versicolor</td></tr><tr><th>61</th><td>5.0</td><td>2.0</td><td>3.5</td><td>1.0</td><td>versicolor</td></tr><tr><th>62</th><td>5.9</td><td>3.0</td><td>4.2</td><td>1.5</td><td>versicolor</td></tr><tr><th>63</th><td>6.0</td><td>2.2</td><td>4.0</td><td>1.0</td><td>versicolor</td></tr><tr><th>64</th><td>6.1</td><td>2.9</td><td>4.7</td><td>1.4</td><td>versicolor</td></tr><tr><th>65</th><td>5.6</td><td>2.9</td><td>3.6</td><td>1.3</td><td>versicolor</td></tr><tr><th>66</th><td>6.7</td><td>3.1</td><td>4.4</td><td>1.4</td><td>versicolor</td></tr><tr><th>67</th><td>5.6</td><td>3.0</td><td>4.5</td><td>1.5</td><td>versicolor</td></tr><tr><th>68</th><td>5.8</td><td>2.7</td><td>4.1</td><td>1.0</td><td>versicolor</td></tr><tr><th>69</th><td>6.2</td><td>2.2</td><td>4.5</td><td>1.5</td><td>versicolor</td></tr><tr><th>70</th><td>5.6</td><td>2.5</td><td>3.9</td><td>1.1</td><td>versicolor</td></tr><tr><th>71</th><td>5.9</td><td>3.2</td><td>4.8</td><td>1.8</td><td>versicolor</td></tr><tr><th>72</th><td>6.1</td><td>2.8</td><td>4.0</td><td>1.3</td><td>versicolor</td></tr><tr><th>73</th><td>6.3</td><td>2.5</td><td>4.9</td><td>1.5</td><td>versicolor</td></tr><tr><th>74</th><td>6.1</td><td>2.8</td><td>4.7</td><td>1.2</td><td>versicolor</td></tr><tr><th>75</th><td>6.4</td><td>2.9</td><td>4.3</td><td>1.3</td><td>versicolor</td></tr><tr><th>76</th><td>6.6</td><td>3.0</td><td>4.4</td><td>1.4</td><td>versicolor</td></tr><tr><th>77</th><td>6.8</td><td>2.8</td><td>4.8</td><td>1.4</td><td>versicolor</td></tr><tr><th>78</th><td>6.7</td><td>3.0</td><td>5.0</td><td>1.7</td><td>versicolor</td></tr><tr><th>79</th><td>6.0</td><td>2.9</td><td>4.5</td><td>1.5</td><td>versicolor</td></tr><tr><th>80</th><td>5.7</td><td>2.6</td><td>3.5</td><td>1.0</td><td>versicolor</td></tr><tr><th>81</th><td>5.5</td><td>2.4</td><td>3.8</td><td>1.1</td><td>versicolor</td></tr><tr><th>82</th><td>5.5</td><td>2.4</td><td>3.7</td><td>1.0</td><td>versicolor</td></tr><tr><th>83</th><td>5.8</td><td>2.7</td><td>3.9</td><td>1.2</td><td>versicolor</td></tr><tr><th>84</th><td>6.0</td><td>2.7</td><td>5.1</td><td>1.6</td><td>versicolor</td></tr><tr><th>85</th><td>5.4</td><td>3.0</td><td>4.5</td><td>1.5</td><td>versicolor</td></tr><tr><th>86</th><td>6.0</td><td>3.4</td><td>4.5</td><td>1.6</td><td>versicolor</td></tr><tr><th>87</th><td>6.7</td><td>3.1</td><td>4.7</td><td>1.5</td><td>versicolor</td></tr><tr><th>88</th><td>6.3</td><td>2.3</td><td>4.4</td><td>1.3</td><td>versicolor</td></tr><tr><th>89</th><td>5.6</td><td>3.0</td><td>4.1</td><td>1.3</td><td>versicolor</td></tr><tr><th>90</th><td>5.5</td><td>2.5</td><td>4.0</td><td>1.3</td><td>versicolor</td></tr><tr><th>91</th><td>5.5</td><td>2.6</td><td>4.4</td><td>1.2</td><td>versicolor</td></tr><tr><th>92</th><td>6.1</td><td>3.0</td><td>4.6</td><td>1.4</td><td>versicolor</td></tr><tr><th>93</th><td>5.8</td><td>2.6</td><td>4.0</td><td>1.2</td><td>versicolor</td></tr><tr><th>94</th><td>5.0</td><td>2.3</td><td>3.3</td><td>1.0</td><td>versicolor</td></tr><tr><th>95</th><td>5.6</td><td>2.7</td><td>4.2</td><td>1.3</td><td>versicolor</td></tr><tr><th>96</th><td>5.7</td><td>3.0</td><td>4.2</td><td>1.2</td><td>versicolor</td></tr><tr><th>97</th><td>5.7</td><td>2.9</td><td>4.2</td><td>1.3</td><td>versicolor</td></tr><tr><th>98</th><td>6.2</td><td>2.9</td><td>4.3</td><td>1.3</td><td>versicolor</td></tr><tr><th>99</th><td>5.1</td><td>2.5</td><td>3.0</td><td>1.1</td><td>versicolor</td></tr><tr><th>100</th><td>5.7</td><td>2.8</td><td>4.1</td><td>1.3</td><td>versicolor</td></tr><tr><th>101</th><td>6.3</td><td>3.3</td><td>6.0</td><td>2.5</td><td>virginica</td></tr><tr><th>102</th><td>5.8</td><td>2.7</td><td>5.1</td><td>1.9</td><td>virginica</td></tr><tr><th>103</th><td>7.1</td><td>3.0</td><td>5.9</td><td>2.1</td><td>virginica</td></tr><tr><th>104</th><td>6.3</td><td>2.9</td><td>5.6</td><td>1.8</td><td>virginica</td></tr><tr><th>105</th><td>6.5</td><td>3.0</td><td>5.8</td><td>2.2</td><td>virginica</td></tr><tr><th>106</th><td>7.6</td><td>3.0</td><td>6.6</td><td>2.1</td><td>virginica</td></tr><tr><th>107</th><td>4.9</td><td>2.5</td><td>4.5</td><td>1.7</td><td>virginica</td></tr><tr><th>108</th><td>7.3</td><td>2.9</td><td>6.3</td><td>1.8</td><td>virginica</td></tr><tr><th>109</th><td>6.7</td><td>2.5</td><td>5.8</td><td>1.8</td><td>virginica</td></tr><tr><th>110</th><td>7.2</td><td>3.6</td><td>6.1</td><td>2.5</td><td>virginica</td></tr><tr><th>111</th><td>6.5</td><td>3.2</td><td>5.1</td><td>2.0</td><td>virginica</td></tr><tr><th>112</th><td>6.4</td><td>2.7</td><td>5.3</td><td>1.9</td><td>virginica</td></tr><tr><th>113</th><td>6.8</td><td>3.0</td><td>5.5</td><td>2.1</td><td>virginica</td></tr><tr><th>114</th><td>5.7</td><td>2.5</td><td>5.0</td><td>2.0</td><td>virginica</td></tr><tr><th>115</th><td>5.8</td><td>2.8</td><td>5.1</td><td>2.4</td><td>virginica</td></tr><tr><th>116</th><td>6.4</td><td>3.2</td><td>5.3</td><td>2.3</td><td>virginica</td></tr><tr><th>117</th><td>6.5</td><td>3.0</td><td>5.5</td><td>1.8</td><td>virginica</td></tr><tr><th>118</th><td>7.7</td><td>3.8</td><td>6.7</td><td>2.2</td><td>virginica</td></tr><tr><th>119</th><td>7.7</td><td>2.6</td><td>6.9</td><td>2.3</td><td>virginica</td></tr><tr><th>120</th><td>6.0</td><td>2.2</td><td>5.0</td><td>1.5</td><td>virginica</td></tr><tr><th>121</th><td>6.9</td><td>3.2</td><td>5.7</td><td>2.3</td><td>virginica</td></tr><tr><th>122</th><td>5.6</td><td>2.8</td><td>4.9</td><td>2.0</td><td>virginica</td></tr><tr><th>123</th><td>7.7</td><td>2.8</td><td>6.7</td><td>2.0</td><td>virginica</td></tr><tr><th>124</th><td>6.3</td><td>2.7</td><td>4.9</td><td>1.8</td><td>virginica</td></tr><tr><th>125</th><td>6.7</td><td>3.3</td><td>5.7</td><td>2.1</td><td>virginica</td></tr><tr><th>126</th><td>7.2</td><td>3.2</td><td>6.0</td><td>1.8</td><td>virginica</td></tr><tr><th>127</th><td>6.2</td><td>2.8</td><td>4.8</td><td>1.8</td><td>virginica</td></tr><tr><th>128</th><td>6.1</td><td>3.0</td><td>4.9</td><td>1.8</td><td>virginica</td></tr><tr><th>129</th><td>6.4</td><td>2.8</td><td>5.6</td><td>2.1</td><td>virginica</td></tr><tr><th>130</th><td>7.2</td><td>3.0</td><td>5.8</td><td>1.6</td><td>virginica</td></tr><tr><th>131</th><td>7.4</td><td>2.8</td><td>6.1</td><td>1.9</td><td>virginica</td></tr><tr><th>132</th><td>7.9</td><td>3.8</td><td>6.4</td><td>2.0</td><td>virginica</td></tr><tr><th>133</th><td>6.4</td><td>2.8</td><td>5.6</td><td>2.2</td><td>virginica</td></tr><tr><th>134</th><td>6.3</td><td>2.8</td><td>5.1</td><td>1.5</td><td>virginica</td></tr><tr><th>135</th><td>6.1</td><td>2.6</td><td>5.6</td><td>1.4</td><td>virginica</td></tr><tr><th>136</th><td>7.7</td><td>3.0</td><td>6.1</td><td>2.3</td><td>virginica</td></tr><tr><th>137</th><td>6.3</td><td>3.4</td><td>5.6</td><td>2.4</td><td>virginica</td></tr><tr><th>138</th><td>6.4</td><td>3.1</td><td>5.5</td><td>1.8</td><td>virginica</td></tr><tr><th>139</th><td>6.0</td><td>3.0</td><td>4.8</td><td>1.8</td><td>virginica</td></tr><tr><th>140</th><td>6.9</td><td>3.1</td><td>5.4</td><td>2.1</td><td>virginica</td></tr><tr><th>141</th><td>6.7</td><td>3.1</td><td>5.6</td><td>2.4</td><td>virginica</td></tr><tr><th>142</th><td>6.9</td><td>3.1</td><td>5.1</td><td>2.3</td><td>virginica</td></tr><tr><th>143</th><td>5.8</td><td>2.7</td><td>5.1</td><td>1.9</td><td>virginica</td></tr><tr><th>144</th><td>6.8</td><td>3.2</td><td>5.9</td><td>2.3</td><td>virginica</td></tr><tr><th>145</th><td>6.7</td><td>3.3</td><td>5.7</td><td>2.5</td><td>virginica</td></tr><tr><th>146</th><td>6.7</td><td>3.0</td><td>5.2</td><td>2.3</td><td>virginica</td></tr><tr><th>147</th><td>6.3</td><td>2.5</td><td>5.0</td><td>1.9</td><td>virginica</td></tr><tr><th>148</th><td>6.5</td><td>3.0</td><td>5.2</td><td>2.0</td><td>virginica</td></tr><tr><th>149</th><td>6.2</td><td>3.4</td><td>5.4</td><td>2.3</td><td>virginica</td></tr><tr><th>150</th><td>5.9</td><td>3.0</td><td>5.1</td><td>1.8</td><td>virginica</td></tr></table>",
"metadata": {},
"output_type": "pyout",
"prompt_number": 6,
"text": "150x5 DataFrame\n|-------|-------------|------------|-------------|------------|-----------|\n| Row # | SepalLength | SepalWidth | PetalLength | PetalWidth | Species |\n| 1 | 5.1 | 3.5 | 1.4 | 0.2 | setosa |\n| 2 | 4.9 | 3.0 | 1.4 | 0.2 | setosa |\n| 3 | 4.7 | 3.2 | 1.3 | 0.2 | setosa |\n| 4 | 4.6 | 3.1 | 1.5 | 0.2 | setosa |\n| 5 | 5.0 | 3.6 | 1.4 | 0.2 | setosa |\n| 6 | 5.4 | 3.9 | 1.7 | 0.4 | setosa |\n| 7 | 4.6 | 3.4 | 1.4 | 0.3 | setosa |\n| 8 | 5.0 | 3.4 | 1.5 | 0.2 | setosa |\n| 9 | 4.4 | 2.9 | 1.4 | 0.2 | setosa |\n| 10 | 4.9 | 3.1 | 1.5 | 0.1 | setosa |\n| 11 | 5.4 | 3.7 | 1.5 | 0.2 | setosa |\n\u22ee\n| 139 | 6.0 | 3.0 | 4.8 | 1.8 | virginica |\n| 140 | 6.9 | 3.1 | 5.4 | 2.1 | virginica |\n| 141 | 6.7 | 3.1 | 5.6 | 2.4 | virginica |\n| 142 | 6.9 | 3.1 | 5.1 | 2.3 | virginica |\n| 143 | 5.8 | 2.7 | 5.1 | 1.9 | virginica |\n| 144 | 6.8 | 3.2 | 5.9 | 2.3 | virginica |\n| 145 | 6.7 | 3.3 | 5.7 | 2.5 | virginica |\n| 146 | 6.7 | 3.0 | 5.2 | 2.3 | virginica |\n| 147 | 6.3 | 2.5 | 5.0 | 1.9 | virginica |\n| 148 | 6.5 | 3.0 | 5.2 | 2.0 | virginica |\n| 149 | 6.2 | 3.4 | 5.4 | 2.3 | virginica |\n| 150 | 5.9 | 3.0 | 5.1 | 1.8 | virginica |"
}
],
"prompt_number": 6
},
{
"cell_type": "code",
"collapsed": false,
"input": "p = plot(iris, x=\"SepalLength\", y=\"SepalWidth\", Geom.point, color=\"Species\")",
"language": "python",
"metadata": {},
"outputs": [
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