Clines, Clusters, and the Effect of Study Design on the Inference of Human Population Structure
Publication Date
December 09, 2005
Journal
PLOS Genetics
Authors
Noah A Rosenberg, Saurabh Mahajan, Sohini Ramachandran, Chengfeng Zhao, et al
Volume
1
Issue
6
Pages
e70
DOI
http://doi.org/10.1371/journal.pgen.0010070
Publisher URL
http://journals.plos.org/plosgenetics/article?id=10.1371%2Fjournal.pgen.0010070
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/16355252
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1310579
Europe PMC
http://europepmc.org/abstract/MED/16355252
Web of Science
000234900800005
Scopus
33746410518
Events
Loading … Spinner
CiteULike 826 Apr 21:42 UTC

CiteULike | Further Information

CrossRef14 Dec 07:13 UTC

CrossRef

Scopus 11209 Jun 22:17 UTC

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/33750437374"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/33750437374?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=33750437374&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=33750437374&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/33750437374", "dc:identifier"=>"SCOPUS_ID:33750437374", "eid"=>"2-s2.0-33750437374", "dc:title"=>"Clines, clusters, and the effect of study design on the inference of human population structure", "dc:creator"=>"Rosenberg N.", "prism:publicationName"=>"PLoS Genetics", "prism:issn"=>"15537390", "prism:eIssn"=>"15537404", "prism:volume"=>"1", "prism:issueIdentifier"=>"6", "prism:pageRange"=>"0660-0671", "prism:coverDate"=>"2005-12-01", "prism:coverDisplayDate"=>"2005", "prism:doi"=>"10.1371 /journal.pgen.0010070", "citedby-count"=>"112", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"University Michigan Ann Arbor", "affiliation-city"=>"Ann Arbor", "affiliation-country"=>"United States"}], "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "source-id"=>"4000151808"}
Facebook27 Jul 10:30 UTC

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosgenetics%2Farticle%3Fid%3D10.1371%252Fjournal.pgen.0010070", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}
Twitter 3625 Jun 12:09 UTC

Twitter

Wikipedia 1227 May 17:21 UTC

Wikipedia | Further Information

Counter 3133924 Jun 21:30 UTC

Counter

  • {"month"=>"12", "year"=>"2005", "pdf_views"=>"413", "xml_views"=>"1", "html_views"=>"492"}
  • {"month"=>"1", "year"=>"2006", "pdf_views"=>"276", "xml_views"=>"2", "html_views"=>"426"}
  • {"month"=>"2", "year"=>"2006", "pdf_views"=>"136", "xml_views"=>"0", "html_views"=>"283"}
  • {"month"=>"3", "year"=>"2006", "pdf_views"=>"92", "xml_views"=>"0", "html_views"=>"165"}
  • {"month"=>"4", "year"=>"2006", "pdf_views"=>"72", "xml_views"=>"1", "html_views"=>"180"}
  • {"month"=>"5", "year"=>"2006", "pdf_views"=>"57", "xml_views"=>"0", "html_views"=>"102"}
  • {"month"=>"6", "year"=>"2006", "pdf_views"=>"47", "xml_views"=>"0", "html_views"=>"131"}
  • {"month"=>"7", "year"=>"2006", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"98"}
  • {"month"=>"8", "year"=>"2006", "pdf_views"=>"56", "xml_views"=>"1", "html_views"=>"106"}
  • {"month"=>"9", "year"=>"2006", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"10", "year"=>"2006", "pdf_views"=>"50", "xml_views"=>"0", "html_views"=>"180"}
  • {"month"=>"11", "year"=>"2006", "pdf_views"=>"35", "xml_views"=>"2", "html_views"=>"154"}
  • {"month"=>"12", "year"=>"2006", "pdf_views"=>"37", "xml_views"=>"1", "html_views"=>"151"}
  • {"month"=>"1", "year"=>"2007", "pdf_views"=>"53", "xml_views"=>"0", "html_views"=>"260"}
  • {"month"=>"2", "year"=>"2007", "pdf_views"=>"35", "xml_views"=>"3", "html_views"=>"173"}
  • {"month"=>"3", "year"=>"2007", "pdf_views"=>"37", "xml_views"=>"2", "html_views"=>"121"}
  • {"month"=>"4", "year"=>"2007", "pdf_views"=>"43", "xml_views"=>"4", "html_views"=>"147"}
  • {"month"=>"5", "year"=>"2007", "pdf_views"=>"31", "xml_views"=>"1", "html_views"=>"130"}
  • {"month"=>"6", "year"=>"2007", "pdf_views"=>"33", "xml_views"=>"1", "html_views"=>"128"}
  • {"month"=>"7", "year"=>"2007", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"86"}
  • {"month"=>"8", "year"=>"2007", "pdf_views"=>"29", "xml_views"=>"3", "html_views"=>"109"}
  • {"month"=>"9", "year"=>"2007", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"116"}
  • {"month"=>"10", "year"=>"2007", "pdf_views"=>"39", "xml_views"=>"1", "html_views"=>"171"}
  • {"month"=>"11", "year"=>"2007", "pdf_views"=>"34", "xml_views"=>"1", "html_views"=>"214"}
  • {"month"=>"12", "year"=>"2007", "pdf_views"=>"54", "xml_views"=>"0", "html_views"=>"154"}
  • {"month"=>"1", "year"=>"2008", "pdf_views"=>"35", "xml_views"=>"3", "html_views"=>"125"}
  • {"month"=>"2", "year"=>"2008", "pdf_views"=>"30", "xml_views"=>"7", "html_views"=>"163"}
  • {"month"=>"3", "year"=>"2008", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"169"}
  • {"month"=>"4", "year"=>"2008", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"158"}
  • {"month"=>"5", "year"=>"2008", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"139"}
  • {"month"=>"6", "year"=>"2008", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"202"}
  • {"month"=>"7", "year"=>"2008", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"133"}
  • {"month"=>"8", "year"=>"2008", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"134"}
  • {"month"=>"9", "year"=>"2008", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"111"}
  • {"month"=>"10", "year"=>"2008", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"130"}
  • {"month"=>"11", "year"=>"2008", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"132"}
  • {"month"=>"12", "year"=>"2008", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"146"}
  • {"month"=>"1", "year"=>"2009", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"194"}
  • {"month"=>"2", "year"=>"2009", "pdf_views"=>"39", "xml_views"=>"0", "html_views"=>"124"}
  • {"month"=>"3", "year"=>"2009", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"141"}
  • {"month"=>"4", "year"=>"2009", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"88"}
  • {"month"=>"5", "year"=>"2009", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"73"}
  • {"month"=>"6", "year"=>"2009", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"206"}
  • {"month"=>"7", "year"=>"2009", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"192"}
  • {"month"=>"8", "year"=>"2009", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"113"}
  • {"month"=>"9", "year"=>"2009", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"88"}
  • {"month"=>"10", "year"=>"2009", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"121"}
  • {"month"=>"11", "year"=>"2009", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"151"}
  • {"month"=>"12", "year"=>"2009", "pdf_views"=>"37", "xml_views"=>"0", "html_views"=>"109"}
  • {"month"=>"1", "year"=>"2010", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"107"}
  • {"month"=>"2", "year"=>"2010", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"120"}
  • {"month"=>"3", "year"=>"2010", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"140"}
  • {"month"=>"4", "year"=>"2010", "pdf_views"=>"38", "xml_views"=>"2", "html_views"=>"148"}
  • {"month"=>"5", "year"=>"2010", "pdf_views"=>"31", "xml_views"=>"1", "html_views"=>"112"}
  • {"month"=>"6", "year"=>"2010", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"123"}
  • {"month"=>"7", "year"=>"2010", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"97"}
  • {"month"=>"8", "year"=>"2010", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"107"}
  • {"month"=>"9", "year"=>"2010", "pdf_views"=>"47", "xml_views"=>"1", "html_views"=>"172"}
  • {"month"=>"10", "year"=>"2010", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"136"}
  • {"month"=>"11", "year"=>"2010", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"159"}
  • {"month"=>"12", "year"=>"2010", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"146"}
  • {"month"=>"1", "year"=>"2011", "pdf_views"=>"27", "xml_views"=>"2", "html_views"=>"123"}
  • {"month"=>"2", "year"=>"2011", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"94"}
  • {"month"=>"3", "year"=>"2011", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"136"}
  • {"month"=>"4", "year"=>"2011", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"149"}
  • {"month"=>"5", "year"=>"2011", "pdf_views"=>"20", "xml_views"=>"2", "html_views"=>"91"}
  • {"month"=>"6", "year"=>"2011", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"85"}
  • {"month"=>"7", "year"=>"2011", "pdf_views"=>"14", "xml_views"=>"2", "html_views"=>"121"}
  • {"month"=>"8", "year"=>"2011", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"143"}
  • {"month"=>"9", "year"=>"2011", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"187"}
  • {"month"=>"10", "year"=>"2011", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"138"}
  • {"month"=>"11", "year"=>"2011", "pdf_views"=>"33", "xml_views"=>"1", "html_views"=>"176"}
  • {"month"=>"12", "year"=>"2011", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"101"}
  • {"month"=>"1", "year"=>"2012", "pdf_views"=>"34", "xml_views"=>"0", "html_views"=>"205"}
  • {"month"=>"2", "year"=>"2012", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"181"}
  • {"month"=>"3", "year"=>"2012", "pdf_views"=>"40", "xml_views"=>"1", "html_views"=>"215"}
  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"195"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"34", "xml_views"=>"1", "html_views"=>"133"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"253"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"205"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"5", "html_views"=>"176"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"153"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"42", "xml_views"=>"1", "html_views"=>"214"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"44", "xml_views"=>"0", "html_views"=>"239"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"220"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"31", "xml_views"=>"1", "html_views"=>"298"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"21", "xml_views"=>"2", "html_views"=>"361"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"167"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"171"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"33", "xml_views"=>"0", "html_views"=>"160"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"180"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"217"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"129"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"132"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"26", "xml_views"=>"1", "html_views"=>"147"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"24", "xml_views"=>"2", "html_views"=>"128"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"135"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"19", "xml_views"=>"2", "html_views"=>"143"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"27", "xml_views"=>"2", "html_views"=>"151"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"19", "xml_views"=>"2", "html_views"=>"166"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"3", "html_views"=>"123"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"280"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"236"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"200"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"23", "xml_views"=>"3", "html_views"=>"262"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"28", "xml_views"=>"3", "html_views"=>"245"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"317"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"22", "xml_views"=>"2", "html_views"=>"329"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"26", "xml_views"=>"1", "html_views"=>"250"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"284"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"560"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"258"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"219"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"41", "xml_views"=>"1", "html_views"=>"162"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"225"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"228"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"194"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"182"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"158"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"243"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"73", "xml_views"=>"0", "html_views"=>"242"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"204"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"66", "xml_views"=>"0", "html_views"=>"230"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"58", "xml_views"=>"0", "html_views"=>"196"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"32", "xml_views"=>"0", "html_views"=>"169"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"33", "xml_views"=>"0", "html_views"=>"131"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"121"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"166"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"60", "xml_views"=>"0", "html_views"=>"207"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"77", "xml_views"=>"0", "html_views"=>"224"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"49", "xml_views"=>"0", "html_views"=>"415"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"525"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"73", "xml_views"=>"0", "html_views"=>"456"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"76", "xml_views"=>"0", "html_views"=>"406"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"93", "xml_views"=>"0", "html_views"=>"445"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"117", "xml_views"=>"0", "html_views"=>"513"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"56", "xml_views"=>"1", "html_views"=>"270"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"86", "xml_views"=>"1", "html_views"=>"175"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"38", "xml_views"=>"0", "html_views"=>"137"}
Figshare 4002 May 10:42 UTC

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/960995"], "description"=>"<p>Each point shows the mean clusteredness of 20 runs with the specified number of loci and allele frequency correlation model: two replicates for each of ten sets of loci (for 993 loci, it is the mean of two runs, as only one set of loci was used). From left to right, the three groups of points in each plot respectively represent sets of 100, 250, and 500 individuals.</p>", "links"=>[], "tags"=>["clusteredness", "geographic", "dispersion"], "article_id"=>630993, "categories"=>["Biological Sciences", "Mathematics", "Genetics", "Evolutionary Biology"], "users"=>["Noah A Rosenberg", "Saurabh Mahajan", "Sohini Ramachandran", "Chengfeng Zhao", "Jonathan K Pritchard", "Marcus W Feldman"], "doi"=>"https://dx.doi.org/10.1371/journal.pgen.0010070.g004", "stats"=>{"downloads"=>1, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mean_Clusteredness_versus_Geographic_Dispersion_as_Measured_by_A_n_/630993", "title"=>"Mean Clusteredness versus Geographic Dispersion as Measured by <i>A<sub>n</sub></i>", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-22 08:54:11"}
  • {"files"=>["https://ndownloader.figshare.com/files/961080"], "description"=>"<p>The two sets of 100 individuals represent extremes of the distribution of <i>A<sub>n</sub>:</i> the plots on the left are based on a more geographically random sample, and those on the right are based on a less random sample. Each plot is based on the higher-likelihood run among the two runs performed with the given combination of loci and individuals. In all plots, individuals and populations are in the same order as in <a href=\"http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.0010070#pgen-0010070-g002\" target=\"_blank\">Figure 2</a>. Black vertical lines at the bottom of the figure separate populations from the different geographic regions described in [<a href=\"http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.0010070#pgen-0010070-b003\" target=\"_blank\">3</a>], with the asterisk representing Oceania.</p>", "links"=>[], "tags"=>["sets", "100", "993", "markers", "correlated", "allele", "frequencies"], "article_id"=>631074, "categories"=>["Biological Sciences", "Mathematics", "Genetics", "Evolutionary Biology"], "users"=>["Noah A Rosenberg", "Saurabh Mahajan", "Sohini Ramachandran", "Chengfeng Zhao", "Jonathan K Pritchard", "Marcus W Feldman"], "doi"=>"https://dx.doi.org/10.1371/journal.pgen.0010070.g005", "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Inferred_Population_Structure_Based_on_Two_Different_Sets_of_100_Individuals_Using_993_Markers_and_the_Correlated_Allele_Frequencies_Model_/631074", "title"=>"Inferred Population Structure Based on Two Different Sets of 100 Individuals, Using 993 Markers and the Correlated Allele Frequencies Model", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-22 08:54:45"}
  • {"files"=>["https://ndownloader.figshare.com/files/960867"], "description"=>"<p>Each point shows the mean clusteredness of 2,000 runs with the specified sample size and allele frequency correlation model: two replicates for each of ten sets of loci for each of 100 sets of individuals (for 1,048 individuals, it is the mean of 20 runs, as only one set of individuals was used; for 1,048 individuals and 993 loci, it is the mean of two runs, as only one set of loci was used). Error bars denote standard deviations. The <i>x</i>-axis is plotted on a logarithmic scale.</p>", "links"=>[], "tags"=>["clusteredness"], "article_id"=>630868, "categories"=>["Biological Sciences", "Mathematics", "Genetics", "Evolutionary Biology"], "users"=>["Noah A Rosenberg", "Saurabh Mahajan", "Sohini Ramachandran", "Chengfeng Zhao", "Jonathan K Pritchard", "Marcus W Feldman"], "doi"=>"https://dx.doi.org/10.1371/journal.pgen.0010070.g003", "stats"=>{"downloads"=>1, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mean_Clusteredness_versus_Number_of_Loci_/630868", "title"=>"Mean Clusteredness versus Number of Loci", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-22 08:53:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/961156"], "description"=>"<p>Red circles indicate comparisons between pairs of populations with majority representation in the same cluster in the <i>K</i> = 5 plot of <a href=\"http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.0010070#pgen-0010070-g002\" target=\"_blank\">Figure 2</a>; blue triangles indicate pairs with one population from Eurasia and one from East Asia; brown squares indicate pairs with one population from Africa and the other from Eurasia; and green diamonds indicate pairs with one population from East Asia and the other from either Oceania or America. Comparisons involving one of Hazara, Kalash, and Uygur and other populations from Eurasia or East Asia are marked 1, 2, and 3, respectively. No comparisons are shown between any of these three groups and any African population.</p>", "links"=>[], "tags"=>["geographic", "pairs"], "article_id"=>631153, "categories"=>["Biological Sciences", "Mathematics", "Genetics", "Evolutionary Biology"], "users"=>["Noah A Rosenberg", "Saurabh Mahajan", "Sohini Ramachandran", "Chengfeng Zhao", "Jonathan K Pritchard", "Marcus W Feldman"], "doi"=>"https://dx.doi.org/10.1371/journal.pgen.0010070.g006", "stats"=>{"downloads"=>2, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Genetic_and_Geographic_Distance_for_Pairs_of_Populations_/631153", "title"=>"Genetic and Geographic Distance for Pairs of Populations", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-22 08:55:19"}
  • {"files"=>["https://ndownloader.figshare.com/files/960784"], "description"=>"<p>Each individual is represented by a thin line partitioned into <i>K</i> colored segments that represent the individual's estimated membership fractions in <i>K</i> clusters. Each plot, produced with DISTRUCT [<a href=\"http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.0010070#pgen-0010070-b023\" target=\"_blank\">23</a>], is based on the highest-likelihood run of ten runs: the two runs that were used in further analysis, and the eight runs described under “Cluster Analysis using STRUCTURE.” As in [<a href=\"http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.0010070#pgen-0010070-b003\" target=\"_blank\">3</a>], four of ten runs with <i>K</i> = 3 separated a cluster corresponding to East Asia instead of one corresponding to Europe, the Middle East, and Central/South Asia. Two of ten runs with <i>K</i> = 5 separated Surui instead of Oceania. The highest-likelihood run of the ten runs with <i>K</i> = 6, shown in the figure, had a different pattern from the other nine runs (not shown). These other runs, instead of subdividing native Americans into two clusters, subdivided a cluster roughly similar to the Kalash cluster seen in [<a href=\"http://www.plosgenetics.org/article/info:doi/10.1371/journal.pgen.0010070#pgen-0010070-b003\" target=\"_blank\">3</a>], except with a less pronounced separation of the Kalash population. The clusteredness scores for the plots shown with <i>K</i> = 2, 3, 4, 5, and 6 are 0.50, 0.76, 0.84, 0.86, and 0.87, respectively.</p>", "links"=>[], "tags"=>["individuals", "993", "assuming", "correlations", "allele", "frequencies"], "article_id"=>630778, "categories"=>["Biological Sciences", "Mathematics", "Genetics", "Evolutionary Biology"], "users"=>["Noah A Rosenberg", "Saurabh Mahajan", "Sohini Ramachandran", "Chengfeng Zhao", "Jonathan K Pritchard", "Marcus W Feldman"], "doi"=>"https://dx.doi.org/10.1371/journal.pgen.0010070.g002", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Inferred_Population_Structure_Based_on_1_048_Individuals_and_993_Markers_Assuming_Correlations_among_Allele_Frequencies_across_Clusters_/630778", "title"=>"Inferred Population Structure Based on 1,048 Individuals and 993 Markers, Assuming Correlations among Allele Frequencies across Clusters", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-22 08:52:39"}
  • {"files"=>["https://ndownloader.figshare.com/files/960661"], "description"=>"<p>Each distribution is obtained by binning the values of <i>A<sub>n</sub></i> for 100,000 sets of points.</p>", "links"=>[], "tags"=>["geographic", "dispersion", "statistic", "sets", "100", "points", "randomly", "sampled", "plotted", "locations", "individuals"], "article_id"=>630653, "categories"=>["Biological Sciences", "Mathematics", "Genetics", "Evolutionary Biology"], "users"=>["Noah A Rosenberg", "Saurabh Mahajan", "Sohini Ramachandran", "Chengfeng Zhao", "Jonathan K Pritchard", "Marcus W Feldman"], "doi"=>"https://dx.doi.org/10.1371/journal.pgen.0010070.g001", "stats"=>{"downloads"=>2, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Distribution_of_the_Geographic_Dispersion_Statistic_A_n_for_Sets_of_100_Points_Randomly_Sampled_from_a_Sphere_Randomly_Sampled_from_the_Land_Area_of_the_Earth_from_among_the_Points_Plotted_in_Figure_5_of_11_and_Randomly_Sampled_from_the_Reported_Location/630653", "title"=>"Distribution of the Geographic Dispersion Statistic <i>(A<sub>n</sub>)</i> for Sets of 100 Points Randomly Sampled from a Sphere, Randomly Sampled from the Land Area of the Earth (from among the Points Plotted in Figure 5 of [11]), and Randomly Sampled from the Reported Locations of Individuals in the Dataset", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-22 08:51:41"}
PMC Usage Stats 357414 Jun 18:30 UTC

PMC Usage Stats | Further Information

  • {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"25", "year"=>"2010", "pdf"=>"3", "unique-ip"=>"29", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"10", "unique-ip"=>"32", "pdf"=>"3", "year"=>"2010", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"4", "full-text"=>"13", "year"=>"2010", "pdf"=>"4", "unique-ip"=>"28", "figure"=>"9", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"1", "abstract"=>"2", "full-text"=>"12", "unique-ip"=>"15", "pdf"=>"6", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"12", "year"=>"2010", "pdf"=>"6", "unique-ip"=>"15", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"19", "unique-ip"=>"20", "pdf"=>"7", "year"=>"2010", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"17", "year"=>"2010", "pdf"=>"6", "unique-ip"=>"20", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"11", "unique-ip"=>"12", "pdf"=>"4", "year"=>"2010", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"17", "year"=>"2010", "pdf"=>"13", "unique-ip"=>"17", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"16", "unique-ip"=>"14", "pdf"=>"5", "year"=>"2010", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"14", "year"=>"2010", "pdf"=>"8", "unique-ip"=>"20", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"9", "unique-ip"=>"12", "pdf"=>"4", "year"=>"2010", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"14", "year"=>"2011", "pdf"=>"4", "unique-ip"=>"15", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"13", "unique-ip"=>"13", "pdf"=>"7", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"14", "year"=>"2011", "pdf"=>"2", "unique-ip"=>"13", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"17", "unique-ip"=>"20", "pdf"=>"5", "year"=>"2011", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"17", "year"=>"2011", "pdf"=>"10", "unique-ip"=>"23", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"5", "full-text"=>"8", "unique-ip"=>"13", "pdf"=>"6", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"14", "year"=>"2011", "pdf"=>"3", "unique-ip"=>"13", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"1", "abstract"=>"0", "full-text"=>"14", "unique-ip"=>"13", "pdf"=>"3", "year"=>"2011", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"16", "year"=>"2011", "pdf"=>"5", "unique-ip"=>"14", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"25", "unique-ip"=>"22", "pdf"=>"5", "year"=>"2011", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"21", "year"=>"2011", "pdf"=>"6", "unique-ip"=>"19", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"1", "abstract"=>"1", "full-text"=>"15", "unique-ip"=>"16", "pdf"=>"3", "year"=>"2011", "figure"=>"10", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"29", "unique-ip"=>"25", "pdf"=>"12", "year"=>"2012", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"27", "year"=>"2012", "pdf"=>"1", "unique-ip"=>"24", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"24", "unique-ip"=>"22", "pdf"=>"0", "year"=>"2012", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"29", "year"=>"2012", "pdf"=>"4", "unique-ip"=>"20", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"19", "unique-ip"=>"15", "pdf"=>"2", "year"=>"2012", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"1", "scanned-page-browse"=>"16", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "year"=>"2006", "pdf"=>"0", "unique-ip"=>"7", "figure"=>"51", "scanned-summary"=>"28", "supp-data"=>"26"}
  • {"scanned-page-browse"=>"6", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"1", "pdf"=>"0", "year"=>"2006", "figure"=>"26", "scanned-summary"=>"19", "supp-data"=>"17"}
  • {"month"=>"3", "scanned-page-browse"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "year"=>"2006", "pdf"=>"0", "unique-ip"=>"7", "figure"=>"31", "scanned-summary"=>"13", "supp-data"=>"14"}
  • {"scanned-page-browse"=>"25", "month"=>"4", "cited-by"=>"10", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"151", "pdf"=>"0", "year"=>"2006", "figure"=>"239", "scanned-summary"=>"63", "supp-data"=>"154"}
  • {"month"=>"5", "scanned-page-browse"=>"10", "cited-by"=>"2", "abstract"=>"0", "full-text"=>"3", "year"=>"2006", "pdf"=>"0", "unique-ip"=>"27", "figure"=>"87", "scanned-summary"=>"47", "supp-data"=>"49"}
  • {"scanned-page-browse"=>"10", "month"=>"6", "cited-by"=>"7", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"18", "pdf"=>"0", "year"=>"2006", "figure"=>"58", "scanned-summary"=>"30", "supp-data"=>"25"}
  • {"month"=>"7", "scanned-page-browse"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "year"=>"2006", "pdf"=>"0", "unique-ip"=>"11", "figure"=>"54", "scanned-summary"=>"33", "supp-data"=>"26"}
  • {"scanned-page-browse"=>"13", "month"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "unique-ip"=>"12", "pdf"=>"0", "year"=>"2006", "figure"=>"55", "scanned-summary"=>"29", "supp-data"=>"34"}
  • {"month"=>"9", "scanned-page-browse"=>"15", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "year"=>"2006", "pdf"=>"0", "unique-ip"=>"6", "figure"=>"43", "scanned-summary"=>"22", "supp-data"=>"21"}
  • {"scanned-page-browse"=>"13", "month"=>"10", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "unique-ip"=>"2", "pdf"=>"0", "year"=>"2006", "figure"=>"35", "scanned-summary"=>"18", "supp-data"=>"21"}
  • {"month"=>"11", "scanned-page-browse"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "year"=>"2006", "pdf"=>"0", "unique-ip"=>"9", "figure"=>"34", "scanned-summary"=>"16", "supp-data"=>"19"}
  • {"scanned-page-browse"=>"6", "month"=>"12", "cited-by"=>"1", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"19", "pdf"=>"0", "year"=>"2006", "figure"=>"45", "scanned-summary"=>"20", "supp-data"=>"18"}
  • {"month"=>"1", "scanned-page-browse"=>"21", "cited-by"=>"2", "abstract"=>"0", "full-text"=>"0", "year"=>"2007", "pdf"=>"0", "unique-ip"=>"20", "figure"=>"74", "scanned-summary"=>"33", "supp-data"=>"36"}
  • {"scanned-page-browse"=>"10", "month"=>"2", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"0", "unique-ip"=>"3", "pdf"=>"0", "year"=>"2007", "figure"=>"35", "scanned-summary"=>"20", "supp-data"=>"21"}
  • {"month"=>"3", "scanned-page-browse"=>"11", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "year"=>"2007", "pdf"=>"0", "unique-ip"=>"6", "figure"=>"31", "scanned-summary"=>"13", "supp-data"=>"16"}
  • {"scanned-page-browse"=>"17", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"10", "pdf"=>"0", "year"=>"2007", "figure"=>"56", "scanned-summary"=>"29", "supp-data"=>"37"}
  • {"month"=>"5", "scanned-page-browse"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "year"=>"2007", "pdf"=>"0", "unique-ip"=>"14", "figure"=>"49", "scanned-summary"=>"26", "supp-data"=>"24"}
  • {"scanned-page-browse"=>"16", "month"=>"6", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"0", "unique-ip"=>"7", "pdf"=>"0", "year"=>"2007", "figure"=>"48", "scanned-summary"=>"24", "supp-data"=>"23"}
  • {"month"=>"7", "scanned-page-browse"=>"8", "cited-by"=>"1", "abstract"=>"0", "full-text"=>"0", "year"=>"2007", "pdf"=>"0", "unique-ip"=>"4", "figure"=>"21", "scanned-summary"=>"9", "supp-data"=>"14"}
  • {"scanned-page-browse"=>"13", "month"=>"8", "cited-by"=>"1", "abstract"=>"0", "full-text"=>"1", "unique-ip"=>"1", "pdf"=>"0", "year"=>"2007", "figure"=>"31", "scanned-summary"=>"16", "supp-data"=>"17"}
  • {"month"=>"9", "scanned-page-browse"=>"11", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "year"=>"2007", "pdf"=>"0", "unique-ip"=>"6", "figure"=>"25", "scanned-summary"=>"7", "supp-data"=>"15"}
  • {"scanned-page-browse"=>"8", "month"=>"10", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "unique-ip"=>"12", "pdf"=>"0", "year"=>"2007", "figure"=>"35", "scanned-summary"=>"14", "supp-data"=>"19"}
  • {"month"=>"11", "scanned-page-browse"=>"17", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "year"=>"2007", "pdf"=>"0", "unique-ip"=>"2", "figure"=>"40", "scanned-summary"=>"20", "supp-data"=>"19"}
  • {"scanned-page-browse"=>"5", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "unique-ip"=>"0", "pdf"=>"0", "year"=>"2007", "figure"=>"20", "scanned-summary"=>"14", "supp-data"=>"12"}
  • {"month"=>"1", "scanned-page-browse"=>"14", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "year"=>"2008", "pdf"=>"0", "unique-ip"=>"6", "figure"=>"46", "scanned-summary"=>"26", "supp-data"=>"24"}
  • {"scanned-page-browse"=>"9", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"5", "pdf"=>"0", "year"=>"2008", "figure"=>"31", "scanned-summary"=>"17", "supp-data"=>"20"}
  • {"month"=>"3", "scanned-page-browse"=>"70", "cited-by"=>"1", "abstract"=>"0", "full-text"=>"1", "year"=>"2008", "pdf"=>"0", "unique-ip"=>"16", "figure"=>"131", "scanned-summary"=>"44", "supp-data"=>"35"}
  • {"scanned-page-browse"=>"7", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"3", "pdf"=>"0", "year"=>"2008", "figure"=>"25", "scanned-summary"=>"15", "supp-data"=>"16"}
  • {"month"=>"5", "scanned-page-browse"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "year"=>"2008", "pdf"=>"0", "unique-ip"=>"4", "figure"=>"34", "scanned-summary"=>"21", "supp-data"=>"19"}
  • {"scanned-page-browse"=>"6", "month"=>"6", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "unique-ip"=>"1", "pdf"=>"0", "year"=>"2008", "figure"=>"21", "scanned-summary"=>"14", "supp-data"=>"16"}
  • {"month"=>"7", "scanned-page-browse"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"0", "year"=>"2008", "pdf"=>"0", "unique-ip"=>"6", "figure"=>"31", "scanned-summary"=>"17", "supp-data"=>"18"}
  • {"scanned-page-browse"=>"3", "month"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"1", "unique-ip"=>"0", "pdf"=>"0", "year"=>"2008", "figure"=>"15", "scanned-summary"=>"11", "supp-data"=>"11"}
  • {"month"=>"9", "scanned-page-browse"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "year"=>"2008", "pdf"=>"0", "unique-ip"=>"15", "figure"=>"46", "scanned-summary"=>"21", "supp-data"=>"26"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"27", "unique-ip"=>"28", "pdf"=>"13", "year"=>"2008", "figure"=>"10", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"15", "year"=>"2008", "pdf"=>"6", "unique-ip"=>"14", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"12", "unique-ip"=>"14", "pdf"=>"7", "year"=>"2008", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"17", "year"=>"2009", "pdf"=>"5", "unique-ip"=>"23", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"1", "abstract"=>"1", "full-text"=>"23", "unique-ip"=>"22", "pdf"=>"7", "year"=>"2009", "figure"=>"16", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"17", "year"=>"2009", "pdf"=>"9", "unique-ip"=>"23", "figure"=>"10", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"36", "unique-ip"=>"22", "pdf"=>"27", "year"=>"2009", "figure"=>"13", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"28", "year"=>"2009", "pdf"=>"30", "unique-ip"=>"9", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"42", "unique-ip"=>"17", "pdf"=>"34", "year"=>"2009", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"38", "year"=>"2009", "pdf"=>"30", "unique-ip"=>"13", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"7", "unique-ip"=>"8", "pdf"=>"4", "year"=>"2009", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"32", "year"=>"2009", "pdf"=>"22", "unique-ip"=>"16", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"14", "unique-ip"=>"5", "pdf"=>"13", "year"=>"2009", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"24", "year"=>"2009", "pdf"=>"11", "unique-ip"=>"31", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"11", "unique-ip"=>"14", "pdf"=>"7", "year"=>"2009", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"29", "year"=>"2012", "pdf"=>"1", "unique-ip"=>"18", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"unique-ip"=>"20", "full-text"=>"24", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"17", "full-text"=>"24", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"13", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"28", "full-text"=>"24", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"16", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"21", "full-text"=>"26", "pdf"=>"5", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"27", "full-text"=>"36", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"25", "full-text"=>"40", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"31", "full-text"=>"35", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"33", "full-text"=>"56", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"5", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"30", "full-text"=>"34", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"24", "full-text"=>"30", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"18", "full-text"=>"22", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"13", "full-text"=>"20", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"16", "full-text"=>"19", "pdf"=>"7", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"27", "full-text"=>"24", "pdf"=>"8", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"25", "full-text"=>"23", "pdf"=>"12", "abstract"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"21", "full-text"=>"18", "pdf"=>"11", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"20", "full-text"=>"21", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"41", "full-text"=>"37", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"5", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"18", "full-text"=>"13", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"23", "full-text"=>"17", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"56", "full-text"=>"69", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"22", "full-text"=>"22", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"27", "full-text"=>"30", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"62", "full-text"=>"59", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"21", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"48", "full-text"=>"67", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"56", "full-text"=>"81", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"38", "full-text"=>"43", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"28", "full-text"=>"32", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"74", "full-text"=>"88", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"49", "full-text"=>"63", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"32", "full-text"=>"33", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"27", "full-text"=>"28", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"48", "full-text"=>"58", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"35", "full-text"=>"36", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"6", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"31", "full-text"=>"27", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"43", "full-text"=>"51", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"62", "full-text"=>"69", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"20", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"28", "full-text"=>"27", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"35", "full-text"=>"25", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"22", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"18", "full-text"=>"17", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"65", "full-text"=>"54", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"95", "full-text"=>"100", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"41", "full-text"=>"45", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"20", "full-text"=>"22", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"27", "full-text"=>"32", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"27", "full-text"=>"27", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"24", "full-text"=>"27", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"16", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"50", "full-text"=>"58", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"5", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"43", "full-text"=>"45", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"32", "full-text"=>"34", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"30", "full-text"=>"33", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"23", "full-text"=>"26", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
Relative Metric 337005410 May 16:06 UTC

Relative Metric

{"start_date"=>"2005-01-01T00:00:00Z", "end_date"=>"2005-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[336, 850, 1136, 1314, 1437, 1543, 1660, 1753, 1866, 1969, 2054, 2137, 2193, 2259, 2328, 2404, 2474, 2541, 2613, 2661, 2713, 2771, 2824, 2867, 2921, 2946, 2973, 3030, 3059, 3083, 3133, 3179, 3218, 3275, 3320, 3367, 3413, 3468, 3531, 3571, 3642, 3689, 3715, 3772, 3830, 3872, 3926, 3971, 4005, 4046, 4094, 4133, 4162, 4200, 4242, 4285, 4302, 4355, 4410, 4463, 4507, 4542, 4587, 4629, 4665, 4697, 4741, 4769, 4809, 4836, 4873, 4905, 4933, 4981, 5004, 5036, 5068, 5106, 5162, 5212, 5270, 5326, 5407, 5462, 5502, 5562, 5609, 5668, 5733, 5791, 5816, 5878, 5907, 5985, 6117, 6206, 6262, 6304, 6356, 6419, 6489, 6562, 6610, 6674, 6707, 6764, 6821, 6871, 6908]}, {"subject_area"=>"/Earth sciences", "average_usage"=>[466, 1035, 1329, 1517, 1696, 1830, 1958, 2072, 2212, 2351, 2514, 2612, 2721, 2794, 2869, 2967, 3058, 3171, 3271, 3386, 3461, 3527, 3598, 3661, 3723, 3783, 3848, 3926, 3979, 4020, 4085, 4151, 4214, 4296, 4376, 4458, 4543, 4613, 4657, 4743, 4838, 4915, 4990, 5048, 5120, 5169, 5213, 5250, 5287, 5355, 5423, 5476, 5534, 5568, 5613, 5650, 5693, 5738, 5799, 5885, 5955, 5993, 6031, 6109, 6185, 6254, 6301, 6355, 6425, 6517, 6575, 6606, 6651, 6696, 6746, 6816, 6863, 6929, 6984, 7012, 7077, 7123, 7174, 7217, 7253, 7283, 7331, 7446, 7505, 7548, 7615, 7748, 7792, 7844, 7901, 7953, 8025, 8088, 8178, 8273, 8359, 8432, 8502, 8581, 8676, 8775, 8875, 8952, 9040, 9125, 9176]}, {"subject_area"=>"/Ecology and environmental sciences", "average_usage"=>[411, 1034, 1243, 1449, 1549, 1641, 1753, 1911, 2021, 2068, 2121, 2204, 2315, 2390, 2465, 2542, 2614, 2676, 2721, 2756, 2799, 2832, 2858, 2894, 2926, 2957, 2982, 3020, 3058, 3084, 3117, 3148, 3172, 3205, 3248, 3295, 3331, 3372, 3413, 3476, 3535, 3597, 3635, 3683, 3738, 3789, 3825, 3869, 3906, 3951, 3999, 4031, 4069, 4103, 4151, 4180, 4217, 4264, 4312, 4350, 4385, 4419, 4453, 4495, 4546, 4575, 4616, 4652, 4689, 4731, 4761, 4783, 4810, 4842, 4871, 4889, 4929, 4961, 4993, 5019, 5056, 5094, 5137, 5173, 5205, 5227, 5266, 5306, 5348, 5548, 5627, 5777, 5821, 5850, 5871, 5901, 5941, 5986, 6126, 6167, 6223, 6269, 6301, 6350, 6392, 6423, 6455, 6478, 6542]}, {"subject_area"=>"/People and places", "average_usage"=>[380, 795, 983, 1102, 1199, 1297, 1390, 1478, 1618, 1693, 1747, 1794, 1851, 1903, 1949, 2009, 2036, 2085, 2138, 2196, 2248, 2291, 2336, 2345, 2371, 2392, 2412, 2439, 2475, 2509, 2558, 2612, 2684, 2736, 2810, 2850, 2884, 2936, 2988, 3036, 3087, 3124, 3171, 3212, 3268, 3323, 3364, 3418, 3471, 3517, 3583, 3637, 3687, 3716, 3780, 3836, 3873, 3919, 3981, 4016, 4050, 4090, 4110, 4128, 4153, 4189, 4238, 4274, 4295, 4321, 4378, 4416, 4440, 4468, 4498, 4555, 4628, 4693, 4745, 4779, 4829, 4863, 4883, 4905, 4942, 5003, 5045, 5092, 5142, 5184, 5245, 5287, 5331, 5410, 5467, 5514, 5542, 5592, 5629, 5669, 5715, 5774, 5818, 5872, 5939, 6010, 6067, 6107, 6131]}, {"subject_area"=>"/People and places/Geographical locations", "average_usage"=>[260, 643, 793, 885, 972, 1047, 1115, 1257, 1325, 1380, 1440, 1495, 1538, 1573, 1607, 1635, 1665, 1694, 1730, 1756, 1774, 1818, 1856, 1891, 1933, 1975, 2005, 2039, 2076, 2114, 2161, 2224, 2275, 2320, 2357, 2401, 2446, 2474, 2521, 2575, 2652, 2720, 2786, 2863, 2925, 3005, 3068, 3122, 3165, 3189, 3225, 3260, 3298, 3343, 3380, 3431, 3479, 3512, 3541, 3579, 3602, 3619, 3629, 3646, 3657, 3666, 3680, 3693, 3713, 3735, 3759, 3800, 3828, 3857, 3897, 3941, 3996, 4045, 4110, 4185, 4244, 4320, 4385, 4433, 4503, 4566, 4680, 4758, 4815, 4890, 4948, 5026, 5081, 5137, 5207, 5264, 5335, 5417, 5496, 5611, 5792, 6028, 6080, 6145, 6182, 6236, 6284, 6333, 6393, 6439, 6472]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[355, 826, 1063, 1222, 1286, 1415, 1545, 1693, 1819, 1931, 1989, 2064, 2123, 2196, 2272, 2331, 2357, 2385, 2421, 2463, 2506, 2548, 2662, 2721, 2787, 2848, 2910, 3005, 3084, 3125, 3164, 3217, 3264, 3282, 3315, 3333, 3365, 3438, 3465, 3532, 3624, 3667, 3696, 3746, 3796, 3840, 3877, 3916, 3967, 4006, 4044, 4088, 4136, 4163, 4185, 4206, 4228, 4254, 4284, 4323, 4366, 4393, 4417, 4444, 4487, 4512, 4525, 4544, 4583, 4601, 4615, 4652, 4704, 4738, 4779, 4826, 4869, 4922, 4979, 5156, 5190, 5219, 5254, 5296, 5339, 5374, 5436, 5562, 5614, 5662, 5761, 5829, 5901, 5956, 6005, 6096, 6147, 6196, 6230, 6320, 6391, 6500, 6642, 6773, 6828, 6881, 6955, 7017, 7097, 7159]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[456, 1229, 1951, 2060, 2343, 2460, 2552, 2713, 2832, 2941, 3060, 3160, 3221, 3291, 3394, 3429, 3459, 3529, 3602, 3653, 3703, 3752, 3781, 3814, 3857, 3903, 3929, 3959, 4015, 4119, 4210, 4284, 4350, 4380, 4437, 4509, 4588, 4657, 4690, 4730, 4786, 5053, 5114, 5176, 5221, 5284, 5358, 5445, 5515, 5589, 5605, 5622, 5764, 5844, 5910, 5955, 6017, 6044, 6091, 6127, 6180, 6221, 6255, 6307, 6345, 6367, 6390, 6445, 6496, 6561, 6668, 6711, 6743, 6773, 6817, 6893, 6963, 7025, 7066, 7119, 7183, 7238, 7307, 7371, 7424, 7470, 7504, 7563, 7616, 7656, 7731, 7827, 8039, 8116, 8209, 8270, 8376, 8456, 8575, 8606, 8650, 8709, 8747, 8810, 8840, 8882, 8911, 8950, 8998, 9068]}]}
Loading … Spinner
There are currently no alerts