<?xml version="1.0" encoding="UTF-8"?>
<graphml xmlns="http://graphml.graphdrawing.org/xmlns">
   <key attr.name="profile_url"
        attr.type="string"
        for="node"
        id="profile_url"/>
   <key attr.name="earliest_publication"
        attr.type="int"
        for="node"
        id="earliest_publication"/>
   <key attr.name="label" attr.type="string" for="node" id="label"/>
   <key attr.name="num_earliest_publication"
        attr.type="int"
        for="node"
        id="num_earliest_publication"/>
   <key attr.name="number_of_authored_works"
        attr.type="int"
        for="node"
        id="number_of_authored_works"/>
   <key attr.name="url" attr.type="string" for="node" id="url"/>
   <key attr.name="latest_publication"
        attr.type="int"
        for="node"
        id="latest_publication"/>
   <key attr.name="num_latest_publication"
        attr.type="int"
        for="node"
        id="num_latest_publication"/>
   <key attr.name="num_unknown_publication"
        attr.type="int"
        for="node"
        id="num_unknown_publication"/>
   <key attr.name="earliest_collaboration"
        attr.type="int"
        for="edge"
        id="earliest_collaboration"/>
   <key attr.name="collaborator2"
        attr.type="string"
        for="edge"
        id="collaborator2"/>
   <key attr.name="num_latest_collaboration"
        attr.type="int"
        for="edge"
        id="num_latest_collaboration"/>
   <key attr.name="latest_collaboration"
        attr.type="int"
        for="edge"
        id="latest_collaboration"/>
   <key attr.name="num_unknown_collaboration"
        attr.type="int"
        for="edge"
        id="num_unknown_collaboration"/>
   <key attr.name="collaborator1"
        attr.type="string"
        for="edge"
        id="collaborator1"/>
   <key attr.name="num_earliest_collaboration"
        attr.type="int"
        for="edge"
        id="num_earliest_collaboration"/>
   <key attr.name="number_of_coauthored_works"
        attr.type="int"
        for="edge"
        id="number_of_coauthored_works"/>
   <graph edgedefault="undirected"><!--nodes-->
      <node id="1">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P8A1AD18872E8614ABFD70717E171B9DC</data>
         <data key="label">Rosauer, Dan F.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P8A1AD18872E8614ABFD70717E171B9DC</data>
         <data key="number_of_authored_works">4</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">2</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">2</data>
      </node>
      <node id="2">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P4904D170FBFBB9072F181AE27CAA9F03</data>
         <data key="label">Laffan, Shawn W</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P4904D170FBFBB9072F181AE27CAA9F03</data>
         <data key="number_of_authored_works">4</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">2</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">2</data>
      </node>
      <node id="3">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P6D1AF4185362FDD500E4524AB46516BF</data>
         <data key="label">Unmack, Peter</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P6D1AF4185362FDD500E4524AB46516BF</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="4">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P7CD607CF956584011D11848DCEE3986D</data>
         <data key="label">Thornhill, Andrew H.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P7CD607CF956584011D11848DCEE3986D</data>
         <data key="number_of_authored_works">3</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">2</data>
      </node>
      <node id="5">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PA37BF8A51B063267132A78B3A13CA161</data>
         <data key="label">Knerr, Nunzio J</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PA37BF8A51B063267132A78B3A13CA161</data>
         <data key="number_of_authored_works">3</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">2</data>
      </node>
      <node id="6">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PBAE3AC463AFAEAF16BDE6F4E54FC25C1</data>
         <data key="label">Georges, Arthur</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PBAE3AC463AFAEAF16BDE6F4E54FC25C1</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="7">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PCC25249B6EBF700533243CEB6C6CE8B2</data>
         <data key="label">Mishler, Brent D.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PCC25249B6EBF700533243CEB6C6CE8B2</data>
         <data key="number_of_authored_works">3</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">2</data>
      </node>
      <node id="8">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PD9B3B157D5E738EB906574CA0F9152C4</data>
         <data key="label">Gruber, Bernd</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PD9B3B157D5E738EB906574CA0F9152C4</data>
         <data key="number_of_authored_works">2</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="9">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PE2F225A4D2BBC873E6115B1C1DD6E7CB</data>
         <data key="label">Miller, Joseph T.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PE2F225A4D2BBC873E6115B1C1DD6E7CB</data>
         <data key="number_of_authored_works">4</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">2</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">2</data>
      </node>
      <node id="10">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PEFFAE83D75826D75BFA9A95CDE1F2D65</data>
         <data key="label">González Orozco, Carlos Eduardo-</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PEFFAE83D75826D75BFA9A95CDE1F2D65</data>
         <data key="number_of_authored_works">4</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">2</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">2</data>
      </node>
      <node id="11">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P0A42F949D9AF64AAB6720E468F823A7C</data>
         <data key="label">Pollock, Laura J.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P0A42F949D9AF64AAB6720E468F823A7C</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="12">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P0A9DBB963158D90D92AD74BA628E5672</data>
         <data key="label">Linke, Simon</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P0A9DBB963158D90D92AD74BA628E5672</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="13">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P235595414B33E8DDD841EFE97A6B2B1E</data>
         <data key="label">Crisp, Michael D.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P235595414B33E8DDD841EFE97A6B2B1E</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="14">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P51A8F6B4DAC142FBF29FCD726CB6DA75</data>
         <data key="label">Nipperess, David A.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P51A8F6B4DAC142FBF29FCD726CB6DA75</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="15">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P849DFF3FEED0C6ED5C42C415DC4C8D1E</data>
         <data key="label">Külheim, Carsten</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P849DFF3FEED0C6ED5C42C415DC4C8D1E</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="16">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P9A1878B1F3386531A9D1F2E4E7BF9D27</data>
         <data key="label">Butt, Nathalie</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P9A1878B1F3386531A9D1F2E4E7BF9D27</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="17">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PBC92623902CF14B334FC02B0E9676116</data>
         <data key="label">Kujala, Heini</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PBC92623902CF14B334FC02B0E9676116</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="18">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PCE0051C330986C851E242687206A6043</data>
         <data key="label">Faith, Daniel P.</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PCE0051C330986C851E242687206A6043</data>
         <data key="number_of_authored_works">2</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="19">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P064DB29ECBC6D014C007E9B2A610AA73</data>
         <data key="label">Costion, C</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P064DB29ECBC6D014C007E9B2A610AA73</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="20">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P30AC2F9B96373075AD855484DAF15C75</data>
         <data key="label">Newport, K</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P30AC2F9B96373075AD855484DAF15C75</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="21">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P32ED7D119D66ECAA338503D1A591EFDF</data>
         <data key="label">Moritz, CC</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P32ED7D119D66ECAA338503D1A591EFDF</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="22">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P89B4AEB6D97CE86ADD3D694774C71133</data>
         <data key="label">Byrne, Margaret</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P89B4AEB6D97CE86ADD3D694774C71133</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="23">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PB00927142E5D428AC5E2694ED9AFEFFB</data>
         <data key="label">Crayn, D</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PB00927142E5D428AC5E2694ED9AFEFFB</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="24">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-PD0F241DCD104688045FD38E9B72A6438</data>
         <data key="label">Laity, Tania</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-PD0F241DCD104688045FD38E9B72A6438</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2015</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2015</data>
         <data key="num_latest_publication">1</data>
      </node>
      <node id="25">
         <data key="url">http://agriperfiles.agri-d.net/individual/AS-P3DEC9FCA7A2E72A8AAA98AB620BFC93C</data>
         <data key="label">Virgilio, Giovanni Di</data>
         <data key="profile_url">/individual?uri=http%3A%2F%2Fagriperfiles.agri-d.net%2Findividual%2FAS-P3DEC9FCA7A2E72A8AAA98AB620BFC93C</data>
         <data key="number_of_authored_works">1</data>
         <data key="earliest_publication">2016</data>
         <data key="num_earliest_publication">1</data>
         <data key="latest_publication">2016</data>
         <data key="num_latest_publication">1</data>
      </node>
      <!--edges-->
      <edge id="1" source="1" target="2">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Laffan, Shawn W</data>
         <data key="number_of_coauthored_works">4</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">2</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="2" source="1" target="3">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Unmack, Peter</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="3" source="1" target="4">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Thornhill, Andrew H.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="4" source="1" target="5">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Knerr, Nunzio J</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="5" source="1" target="6">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Georges, Arthur</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="6" source="1" target="7">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Mishler, Brent D.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="7" source="1" target="8">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Gruber, Bernd</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="8" source="1" target="9">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">4</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">2</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="9" source="1" target="10">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">4</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">2</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="10" source="1" target="11">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="11" source="1" target="12">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="12" source="1" target="13">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="13" source="1" target="14">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="14" source="1" target="15">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="15" source="1" target="16">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="16" source="1" target="17">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="17" source="1" target="18">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="18" source="1" target="19">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Costion, C</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="19" source="1" target="20">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Newport, K</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="20" source="1" target="21">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Moritz, CC</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="21" source="1" target="22">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="22" source="1" target="23">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="23" source="1" target="24">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="24" source="1" target="25">
         <data key="collaborator1">Rosauer, Dan F.</data>
         <data key="collaborator2">Virgilio, Giovanni Di</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="25" source="2" target="9">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">4</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">2</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="26" source="2" target="10">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">4</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">2</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="27" source="2" target="18">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="28" source="2" target="19">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Costion, C</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="29" source="2" target="20">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Newport, K</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="30" source="2" target="21">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Moritz, CC</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="31" source="2" target="22">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="32" source="2" target="23">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="33" source="2" target="24">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="34" source="9" target="10">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">4</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">2</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="35" source="9" target="18">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="36" source="9" target="19">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Costion, C</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="37" source="9" target="20">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Newport, K</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="38" source="9" target="21">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Moritz, CC</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="39" source="9" target="22">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="40" source="9" target="23">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="41" source="9" target="24">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="42" source="10" target="18">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="43" source="10" target="19">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Costion, C</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="44" source="10" target="20">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Newport, K</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="45" source="10" target="21">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Moritz, CC</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="46" source="10" target="22">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="47" source="10" target="23">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="48" source="10" target="24">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="49" source="18" target="19">
         <data key="collaborator1">Faith, Daniel P.</data>
         <data key="collaborator2">Costion, C</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="50" source="18" target="20">
         <data key="collaborator1">Faith, Daniel P.</data>
         <data key="collaborator2">Newport, K</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="51" source="18" target="21">
         <data key="collaborator1">Faith, Daniel P.</data>
         <data key="collaborator2">Moritz, CC</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="52" source="18" target="22">
         <data key="collaborator1">Faith, Daniel P.</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="53" source="18" target="23">
         <data key="collaborator1">Faith, Daniel P.</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="54" source="18" target="24">
         <data key="collaborator1">Faith, Daniel P.</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="55" source="19" target="20">
         <data key="collaborator1">Costion, C</data>
         <data key="collaborator2">Newport, K</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="56" source="19" target="21">
         <data key="collaborator1">Costion, C</data>
         <data key="collaborator2">Moritz, CC</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="57" source="19" target="22">
         <data key="collaborator1">Costion, C</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="58" source="19" target="23">
         <data key="collaborator1">Costion, C</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="59" source="19" target="24">
         <data key="collaborator1">Costion, C</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="60" source="20" target="21">
         <data key="collaborator1">Newport, K</data>
         <data key="collaborator2">Moritz, CC</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="61" source="20" target="22">
         <data key="collaborator1">Newport, K</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="62" source="20" target="23">
         <data key="collaborator1">Newport, K</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="63" source="20" target="24">
         <data key="collaborator1">Newport, K</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="64" source="21" target="22">
         <data key="collaborator1">Moritz, CC</data>
         <data key="collaborator2">Byrne, Margaret</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="65" source="21" target="23">
         <data key="collaborator1">Moritz, CC</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="66" source="21" target="24">
         <data key="collaborator1">Moritz, CC</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="67" source="22" target="23">
         <data key="collaborator1">Byrne, Margaret</data>
         <data key="collaborator2">Crayn, D</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="68" source="22" target="24">
         <data key="collaborator1">Byrne, Margaret</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="69" source="23" target="24">
         <data key="collaborator1">Crayn, D</data>
         <data key="collaborator2">Laity, Tania</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="70" source="2" target="4">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Thornhill, Andrew H.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="71" source="2" target="5">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Knerr, Nunzio J</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="72" source="2" target="7">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Mishler, Brent D.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="73" source="2" target="25">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Virgilio, Giovanni Di</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="74" source="4" target="5">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Knerr, Nunzio J</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="75" source="4" target="7">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Mishler, Brent D.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="76" source="4" target="9">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="77" source="4" target="10">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="78" source="4" target="25">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Virgilio, Giovanni Di</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="79" source="5" target="7">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Mishler, Brent D.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="80" source="5" target="9">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="81" source="5" target="10">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="82" source="5" target="25">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Virgilio, Giovanni Di</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="83" source="7" target="9">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="84" source="7" target="10">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">3</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">2</data>
      </edge>
      <edge id="85" source="7" target="25">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Virgilio, Giovanni Di</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="86" source="9" target="25">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Virgilio, Giovanni Di</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="87" source="10" target="25">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Virgilio, Giovanni Di</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="88" source="2" target="3">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Unmack, Peter</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="89" source="2" target="6">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Georges, Arthur</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="90" source="2" target="8">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Gruber, Bernd</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="91" source="3" target="4">
         <data key="collaborator1">Unmack, Peter</data>
         <data key="collaborator2">Thornhill, Andrew H.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="92" source="3" target="5">
         <data key="collaborator1">Unmack, Peter</data>
         <data key="collaborator2">Knerr, Nunzio J</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="93" source="3" target="6">
         <data key="collaborator1">Unmack, Peter</data>
         <data key="collaborator2">Georges, Arthur</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="94" source="3" target="7">
         <data key="collaborator1">Unmack, Peter</data>
         <data key="collaborator2">Mishler, Brent D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="95" source="3" target="8">
         <data key="collaborator1">Unmack, Peter</data>
         <data key="collaborator2">Gruber, Bernd</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="96" source="3" target="9">
         <data key="collaborator1">Unmack, Peter</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="97" source="3" target="10">
         <data key="collaborator1">Unmack, Peter</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="98" source="4" target="6">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Georges, Arthur</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="99" source="4" target="8">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Gruber, Bernd</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="100" source="5" target="6">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Georges, Arthur</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="101" source="5" target="8">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Gruber, Bernd</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="102" source="6" target="7">
         <data key="collaborator1">Georges, Arthur</data>
         <data key="collaborator2">Mishler, Brent D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="103" source="6" target="8">
         <data key="collaborator1">Georges, Arthur</data>
         <data key="collaborator2">Gruber, Bernd</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="104" source="6" target="9">
         <data key="collaborator1">Georges, Arthur</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="105" source="6" target="10">
         <data key="collaborator1">Georges, Arthur</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2015</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="106" source="7" target="8">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Gruber, Bernd</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="107" source="8" target="9">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Miller, Joseph T.</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="108" source="8" target="10">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">González Orozco, Carlos Eduardo-</data>
         <data key="number_of_coauthored_works">2</data>
         <data key="earliest_collaboration">2015</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="109" source="2" target="11">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="110" source="2" target="12">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="111" source="2" target="13">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="112" source="2" target="14">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="113" source="2" target="15">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="114" source="2" target="16">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="115" source="2" target="17">
         <data key="collaborator1">Laffan, Shawn W</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="116" source="4" target="11">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="117" source="4" target="12">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="118" source="4" target="13">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="119" source="4" target="14">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="120" source="4" target="15">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="121" source="4" target="16">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="122" source="4" target="17">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="123" source="4" target="18">
         <data key="collaborator1">Thornhill, Andrew H.</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="124" source="5" target="11">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="125" source="5" target="12">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="126" source="5" target="13">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="127" source="5" target="14">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="128" source="5" target="15">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="129" source="5" target="16">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="130" source="5" target="17">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="131" source="5" target="18">
         <data key="collaborator1">Knerr, Nunzio J</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="132" source="7" target="11">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="133" source="7" target="12">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="134" source="7" target="13">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="135" source="7" target="14">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="136" source="7" target="15">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="137" source="7" target="16">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="138" source="7" target="17">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="139" source="7" target="18">
         <data key="collaborator1">Mishler, Brent D.</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="140" source="8" target="11">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="141" source="8" target="12">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="142" source="8" target="13">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="143" source="8" target="14">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="144" source="8" target="15">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="145" source="8" target="16">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="146" source="8" target="17">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="147" source="8" target="18">
         <data key="collaborator1">Gruber, Bernd</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="148" source="9" target="11">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="149" source="9" target="12">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="150" source="9" target="13">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="151" source="9" target="14">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="152" source="9" target="15">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="153" source="9" target="16">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="154" source="9" target="17">
         <data key="collaborator1">Miller, Joseph T.</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="155" source="10" target="11">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Pollock, Laura J.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="156" source="10" target="12">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="157" source="10" target="13">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="158" source="10" target="14">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="159" source="10" target="15">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="160" source="10" target="16">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="161" source="10" target="17">
         <data key="collaborator1">González Orozco, Carlos Eduardo-</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="162" source="11" target="12">
         <data key="collaborator1">Pollock, Laura J.</data>
         <data key="collaborator2">Linke, Simon</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="163" source="11" target="13">
         <data key="collaborator1">Pollock, Laura J.</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="164" source="11" target="14">
         <data key="collaborator1">Pollock, Laura J.</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="165" source="11" target="15">
         <data key="collaborator1">Pollock, Laura J.</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="166" source="11" target="16">
         <data key="collaborator1">Pollock, Laura J.</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="167" source="11" target="17">
         <data key="collaborator1">Pollock, Laura J.</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="168" source="11" target="18">
         <data key="collaborator1">Pollock, Laura J.</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="169" source="12" target="13">
         <data key="collaborator1">Linke, Simon</data>
         <data key="collaborator2">Crisp, Michael D.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="170" source="12" target="14">
         <data key="collaborator1">Linke, Simon</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="171" source="12" target="15">
         <data key="collaborator1">Linke, Simon</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="172" source="12" target="16">
         <data key="collaborator1">Linke, Simon</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="173" source="12" target="17">
         <data key="collaborator1">Linke, Simon</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="174" source="12" target="18">
         <data key="collaborator1">Linke, Simon</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="175" source="13" target="14">
         <data key="collaborator1">Crisp, Michael D.</data>
         <data key="collaborator2">Nipperess, David A.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="176" source="13" target="15">
         <data key="collaborator1">Crisp, Michael D.</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="177" source="13" target="16">
         <data key="collaborator1">Crisp, Michael D.</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="178" source="13" target="17">
         <data key="collaborator1">Crisp, Michael D.</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="179" source="13" target="18">
         <data key="collaborator1">Crisp, Michael D.</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="180" source="14" target="15">
         <data key="collaborator1">Nipperess, David A.</data>
         <data key="collaborator2">Külheim, Carsten</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="181" source="14" target="16">
         <data key="collaborator1">Nipperess, David A.</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="182" source="14" target="17">
         <data key="collaborator1">Nipperess, David A.</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="183" source="14" target="18">
         <data key="collaborator1">Nipperess, David A.</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="184" source="15" target="16">
         <data key="collaborator1">Külheim, Carsten</data>
         <data key="collaborator2">Butt, Nathalie</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="185" source="15" target="17">
         <data key="collaborator1">Külheim, Carsten</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="186" source="15" target="18">
         <data key="collaborator1">Külheim, Carsten</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="187" source="16" target="17">
         <data key="collaborator1">Butt, Nathalie</data>
         <data key="collaborator2">Kujala, Heini</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="188" source="16" target="18">
         <data key="collaborator1">Butt, Nathalie</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
      <edge id="189" source="17" target="18">
         <data key="collaborator1">Kujala, Heini</data>
         <data key="collaborator2">Faith, Daniel P.</data>
         <data key="number_of_coauthored_works">1</data>
         <data key="earliest_collaboration">2016</data>
         <data key="num_earliest_collaboration">1</data>
         <data key="latest_collaboration">2016</data>
         <data key="num_latest_collaboration">1</data>
      </edge>
   </graph>
</graphml>
