Mercurial > repos > ecology > ecology_link_between_var
annotate link_between_var.xml @ 0:c7dd4706f982 draft
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
author | ecology |
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date | Tue, 27 Jul 2021 16:55:49 +0000 |
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rev | line source |
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0
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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1 <tool id="ecology_link_between_var" name="Variables exploration" version="@VERSION@" profile="20.01"> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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2 <description>Shows interaction, correlation, colinearity, produces a PCA and computes VIF for biodiversity abundance data</description> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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3 <macros> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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4 <import>macro.xml</import> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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5 </macros> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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6 <expand macro="Explo_requirements"> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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7 <requirement type="package" version="4.1">r-base</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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8 <requirement type="package" version="1.1.1">r-cowplot</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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9 <requirement type="package" version="2.1.2">r-ggally</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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10 <requirement type="package" version="3.0_11">r-car</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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11 <requirement type="package" version="1.0.7">r-dplyr</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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12 <requirement type="package" version="0.1.3">r-ggcorrplot</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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13 <requirement type="package" version="2.4">r-factominer</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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14 <requirement type="package" version="1.0.7">r-factoextra</requirement> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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15 </expand> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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16 <command detect_errors="exit_code"><![CDATA[ |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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17 Rscript |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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18 '$__tool_directory__/graph_link_var.r' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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19 '$input' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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20 '$colnames' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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21 #if $method.type == 'collinearity': |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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22 'TRUE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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23 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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24 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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25 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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26 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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27 '$method.species' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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28 '$method.columns' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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29 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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30 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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31 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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32 #elif $method.type == 'vif': |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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33 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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34 'TRUE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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35 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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36 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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37 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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38 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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39 '$method.columns' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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40 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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41 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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42 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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43 #elif $method.type == 'pca': |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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44 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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45 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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46 'TRUE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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47 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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48 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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49 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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50 '$method.columns' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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51 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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52 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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53 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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54 #elif $method.type == 'interr': |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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55 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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56 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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57 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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58 'TRUE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
ecology
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59 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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60 '$method.species' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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61 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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62 '$method.variable' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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63 '$method.variable2' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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64 '$method.variable3' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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65 #else: |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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66 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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67 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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68 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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69 'FALSE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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70 'TRUE' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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71 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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72 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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73 '$method.variable' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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74 '' |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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75 '' |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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76 #end if |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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77 ]]> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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78 </command> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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79 <inputs> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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80 <expand macro="explo_input"/> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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81 <conditional name="method"> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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82 <param name="type" type="select" label="Variables links exploration"> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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83 <option value="collinearity">Collinearity between selected numerical variables for each species</option> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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84 <option value="vif">Variance inflation factor (vif) on selected numerical variables</option> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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85 <option value="pca">Principal component analysis (pca) on selected numerical variables</option> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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86 <option value="interr">Interactions between 2 selected numerical variables</option> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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87 <option value="autocorr">Autocorrelation of one selected numerical variable</option> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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88 </param> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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89 <when value="collinearity"> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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90 <param name="species" type="data_column" data_ref="input" numerical="false" label="Select column containing species" use_header_names="true"/> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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91 <param name="columns" type="data_column" data_ref="input" numerical="true" multiple="true" label="Select columns containing numerical values" help="Select at least two columns" use_header_names="true"/> |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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92 </when> |
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93 <when value="vif"> |
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94 <param name="columns" type="data_column" data_ref="input" numerical="true" multiple="true" label="Select columns containing numerical values" use_header_names="true"/> |
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95 </when> |
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96 <when value="pca"> |
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97 <param name="columns" type="data_column" data_ref="input" numerical="true" multiple="true" label="Select columns containing numerical values" use_header_names="true"/> |
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98 </when> |
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99 <when value="interr"> |
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100 <param name="variable" type="data_column" data_ref="input" numerical="true" label="Select column containing numerical values for x-axis" use_header_names="true"/> |
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101 <param name="variable2" type="data_column" data_ref="input" numerical="true" label="Select column containing numerical values for y-axis" use_header_names="true"/> |
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102 <param name="species" type="data_column" data_ref="input" numerical="false" label="Select column containing species" help="This parameter allows you to divide your scatterplot according to species" use_header_names="true"/> |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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103 <param name="variable3" type="data_column" data_ref="input" label="Select column" help="This parameter allows you to divide your scatterplot once more" use_header_names="true"/> |
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104 </when> |
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105 <when value="autocorr"> |
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106 <param name="variable" type="data_column" data_ref="input" numerical="true" label="Select column containing numerical values" use_header_names="true"/> |
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107 </when> |
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108 </conditional> |
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109 </inputs> |
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110 <outputs> |
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111 <data name="output_coli" from_work_dir="Data.txt" format="txt" label="Collinearity analysis - Missing species"> |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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112 <expand macro="explo_filter_colli"/> |
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113 </data> |
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114 <data name="output_acp" from_work_dir="valeurs.txt" format="txt" label="PCA (Principal Component Analysis) - Eigen values"> |
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115 <expand macro="explo_filter_pca"/> |
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116 </data> |
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117 <data name="output_vif" from_work_dir="vif.tabular" format="tabular" label="Your VIF tabular"> |
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118 <expand macro="explo_filter_vif"/> |
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119 </data> |
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120 <data name="output_corr" from_work_dir="corr.tabular" format="tabular" label="Correlation matrix"> |
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121 <expand macro="explo_filter_vif"/> |
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122 </data> |
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123 <data name="output_interr" from_work_dir="Species.txt" format="txt" label="Interactions analysis - Species in data"> |
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124 <expand macro="explo_filter_interr"/> |
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125 </data> |
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126 <data name="output_autocorr" from_work_dir="acf.txt" format="txt" label="Autocorrelation analysis - ACF table"> |
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127 <expand macro="explo_filter_autocorr"/> |
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128 </data> |
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129 <collection type="list" name="plots"> |
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130 <discover_datasets pattern="(?P<designation>.+)\.png" visible="false" format="png"/> |
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131 <filter>method['type'] != 'vif'</filter> |
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132 </collection> |
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133 </outputs> |
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134 <tests> |
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135 <test> |
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136 <param name="input" value="Reel_life_survey_fish_modif2.tabular"/> |
c7dd4706f982
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137 <param name="colnames" value="true"/> |
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138 <conditional name="method"> |
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139 <param name="type" value="collinearity"/> |
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140 <param name="species" value="15"/> |
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141 <param name="columns" value="12,17,18"/> |
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142 </conditional> |
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143 <output name="output_coli" value="Missing_species.txt"/> |
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144 <output_collection name="plots" type="list" count="3"> |
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145 <element name="collinarity_of_Blenniidae" ftype="png"> |
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146 <assert_contents> |
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147 <has_text text="PNG"/> |
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148 </assert_contents> |
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149 </element> |
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150 <element name="collinarity_of_Gobiidae" ftype="png"> |
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151 <assert_contents> |
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152 <has_text text="PNG"/> |
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153 </assert_contents> |
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154 </element> |
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155 <element name="collinarity_of_Tripterygiidae" ftype="png"> |
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156 <assert_contents> |
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157 <has_text text="PNG"/> |
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158 </assert_contents> |
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159 </element> |
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160 </output_collection> |
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161 </test> |
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162 </tests> |
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163 <expand macro="topic"/> |
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164 <help><![CDATA[ |
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165 ================================= |
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166 Determine links between variables |
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167 ================================= |
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168 |
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169 - Show the collinearity among the covariates |
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170 - Plot a Pincipal Component Analysis (PCA) |
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171 - Compute the Variance Inflation Factor (VIF) |
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172 - Show if there is auto-correlation |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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173 - Show the interactions between variables |
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174 |
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175 **Collinearity between selected numerical variables for each species** |
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176 |
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177 This tool shows if multiple numerical variables shows colinearity or not between one another. |
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178 |
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179 Input description : |
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180 |
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181 A tabular file with observation data. Must at least contain three columns, species and multiple numerical variable. |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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182 |
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183 +-------------+------------+---------------+ |
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184 | number1 | number2 | species.code | |
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185 +=============+============+===============+ |
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186 | 2 | 4 | speciesID | |
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187 +-------------+------------+---------------+ |
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188 | ... | ... | ... | |
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189 +-------------+------------+---------------+ |
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190 |
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191 Output description : |
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192 |
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193 A png file with one plot containing multiple correlation plots and the correlation values between each variables. |
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194 |
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195 Warning : When there are more than 3 species in the data this tool shows one plot for each species. |
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196 |
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197 |
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198 **Variance Inflation Factor (VIF) on selected numerical variables** |
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199 |
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200 This tool calculates the correlation matrix and the Variance Inflation Factor between each pair of the selected numerical variables. |
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201 |
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202 Input description: |
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203 |
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204 A tabular file with observation data. Must at least contain two columns of numerical variables. |
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205 |
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206 |
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207 Output description : |
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208 |
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209 Two tabulars : |
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210 |
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211 - One with VIF values for each pair, it measures how much the behavior (variance) of an independent variable is influenced, or inflated, by its interaction/correlation with the other independent variables. A large VIF on an independent variable indicates a highly collinear relationship to the other variable that should be considered or adjusted for in the structure of the model and selection of independent variable. |
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212 |
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213 - One containing the correlation matrix. |
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214 |
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215 |
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216 **Principal Component Analysis (PCA) on selected numerical variables** |
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217 |
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218 This tool computes a Principal Component Analysis. |
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219 |
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220 Input description: |
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221 |
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222 A tabular file with observation data with numerical variables. |
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223 |
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224 Output description: |
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225 |
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226 Two png files with plots. The first one is showing the PCA plot : |
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227 |
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228 - The positively correlated variables are grouped together. |
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229 |
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230 - The negatively ones are on opposite sides of the plot's origin. |
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231 |
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232 - the distance between the variables and the origin calculates the quality of the representation of the variables. The variables far from the origin are well represented by the PCA. |
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233 |
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234 The quality of the representation is also calculated and represented with the cos2 determined with colors : |
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235 |
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236 - A high cos2 indicates a good representation of the variable. In this case, the variable is near the circumference of the correlation circle. |
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237 |
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238 - A low cos2 indicates that the variable is not perfectly represented. In this case, the variable is near the center of the circle. |
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239 |
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240 The second plot is about the quality of the PCA, it represents the correlation between dimensions of the PCA and the selected variables. |
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241 |
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242 A text file containing eigen values of the PCA. |
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243 |
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244 |
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245 **Interactions between two selected numerical variables** |
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246 |
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247 This tool represents the interactions between variables through multiple scatterplots. |
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248 |
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249 Input description: |
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250 |
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251 A tabular file with observation data. Must at least contain four columns two numerical variables, any other variables and species. |
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252 |
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253 +----------+-----------+--------------+------------+ |
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254 | number1 | variable | species.code | number2 | |
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255 +==========+===========+==============+============+ |
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256 | 2 | var | speciesID | 4 | |
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257 +----------+-----------+--------------+------------+ |
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258 | ... | ... | ... | ... | |
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259 +----------+-----------+--------------+------------+ |
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260 |
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261 Output description: |
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262 |
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263 PNG files (one per species) with plots showing the interactions between the two numerical variables for each separation factor. |
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264 |
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265 A text file with a recap of the species column used for the analysis. |
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266 |
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267 |
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268 **Autocorrelation of one selected numerical variable** |
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269 |
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270 This tool computes the ACF (Auto-Correlation Function) and represents the autocorrelation of a numerical variable. |
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271 |
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272 Input description: |
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273 |
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274 A tabular file with observation data. Must at least contain one column with a numerical variable. |
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275 |
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276 |
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277 Output description: |
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278 |
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279 A png file with one plot showing the autocorrelation for a variable. If the bars of the histogram are strictly confined between the dashed lines (representing 95% confidence interval without white noise), there is auto-correlation. |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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280 |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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281 A text file containing the ACF values. |
c7dd4706f982
"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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282 |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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283 ]]></help> |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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284 <expand macro="explo_bibref"/> |
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"planemo upload for repository https://github.com/Marie59/Data_explo_tools commit 2f883743403105d9cac6d267496d985100da3958"
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285 </tool> |