Transat—A Method for Detecting the Conserved Helices of Functional RNA Structures, Including Transient, Pseudo-Knotted and Alternative Structures
- Publication Date
- June 24, 2010
- Journal
- PLOS Computational Biology
- Authors
- Nicholas J. P. Wiebe & Irmtraud M. Meyer
- Volume
- 6
- Issue
- 6
- Pages
- e1000823
- DOI
- https://dx.plos.org/10.1371/journal.pcbi.1000823
- Publisher URL
- http://journals.plos.org/ploscompbiol/article?id=10.1371%2Fjournal.pcbi.1000823
- PubMed
- http://www.ncbi.nlm.nih.gov/pubmed/20589081
- PubMed Central
- http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2891591
- Europe PMC
- http://europepmc.org/abstract/MED/20589081
- Web of Science
- 000279341000029
- Scopus
- 77956205799
- Mendeley
- http://www.mendeley.com/research/transata-method-detecting-conserved-helices-functional-rna-structures-including-transient-pseudoknot
Loading … 

Events
Loading … 

CiteULike | Further Information
- {"link"=>{"url"=>"http://www.citeulike.org/user/Hosna/article/7363077"}, "post_time"=>"2010-12-20 16:41:33", "tag"=>["pseudoknot", "pseudoknot_prediction", "rna_folding_path", "rna_secondary_structure_prediction", "statistical_significance"], "linkout"=>{"type"=>"DOI", "url"=>"http://dx.doi.org/10.1371/journal.pcbi.1000823"}, "username"=>"Hosna", "article_id"=>"7363077"}
- {"link"=>{"url"=>"http://www.citeulike.org/group/10570/article/7363077"}, "post_time"=>"2010-06-27 22:02:08", "tag"=>["bioinformatics", "irmtraud-meyer", "nicholas-wiebe"], "linkout"=>{"type"=>"DOI", "url"=>"http://dx.doi.org/10.1371/journal.pcbi.1000823"}, "group"=>"Journal picks", "group_id"=>"10570", "article_id"=>"7363077"}
- {"link"=>{"url"=>"http://www.citeulike.org/user/ppgardne/article/7363077"}, "post_time"=>"2010-06-27 22:02:08", "tag"=>"bioinformatics", "linkout"=>{"type"=>"DOI", "url"=>"http://dx.doi.org/10.1371/journal.pcbi.1000823"}, "username"=>"ppgardne", "article_id"=>"7363077"}
Mendeley | Further Information
{"title"=>"Transat-A method for detecting the conserved helices of functional rna structures, including transient, pseudo-knotted and alternative structures", "type"=>"journal", "authors"=>[{"first_name"=>"Nicholas J.P.", "last_name"=>"Wiebe", "scopus_author_id"=>"24473899000"}, {"first_name"=>"Irmtraud M.", "last_name"=>"Meyer", "scopus_author_id"=>"20735018600"}], "year"=>2010, "source"=>"PLoS Computational Biology", "identifiers"=>{"scopus"=>"2-s2.0-77955475692", "doi"=>"10.1371/journal.pcbi.1000823", "sgr"=>"77955475692", "isbn"=>"1553-7358 (Electronic)\\r1553-734X (Linking)", "pmid"=>"20589081", "issn"=>"1553734X", "pui"=>"359337544"}, "id"=>"40bf4f49-1a21-314c-be36-d15375ddfe5e", "abstract"=>"The prediction of functional RNA structures has attracted increased interest, as it allows us to study the potential functional roles of many genes. RNA structure prediction methods, however, assume that there is a unique functional RNA structure and also do not predict functional features required for in vivo folding. In order to understand how functional RNA structures form in vivo, we require sophisticated experiments or reliable prediction methods. So far, there exist only a few, experimentally validated transient RNA structures. On the computational side, there exist several computer programs which aim to predict the co-transcriptional folding pathway in vivo, but these make a range of simplifying assumptions and do not capture all features known to influence RNA folding in vivo. We want to investigate if evolutionarily related RNA genes fold in a similar way in vivo. To this end, we have developed a new computational method, Transat, which detects conserved helices of high statistical significance. We introduce the method, present a comprehensive performance evaluation and show that Transat is able to predict the structural features of known reference structures including pseudo-knotted ones as well as those of known alternative structural configurations. Transat can also identify unstructured sub-sequences bound by other molecules and provides evidence for new helices which may define folding pathways, supporting the notion that homologous RNA sequence not only assume a similar reference RNA structure, but also fold similarly. Finally, we show that the structural features predicted by Transat differ from those assuming thermodynamic equilibrium. Unlike the existing methods for predicting folding pathways, our method works in a comparative way. This has the disadvantage of not being able to predict features as function of time, but has the considerable advantage of highlighting conserved features and of not requiring a detailed knowledge of the cellular environment.", "link"=>"http://www.mendeley.com/research/transata-method-detecting-conserved-helices-functional-rna-structures-including-transient-pseudoknot", "reader_count"=>30, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>2, "Researcher"=>12, "Student > Ph. D. Student"=>12, "Student > Master"=>1, "Student > Bachelor"=>2, "Professor"=>1}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>2, "Researcher"=>12, "Student > Ph. D. Student"=>12, "Student > Master"=>1, "Student > Bachelor"=>2, "Professor"=>1}, "reader_count_by_subject_area"=>{"Engineering"=>1, "Biochemistry, Genetics and Molecular Biology"=>6, "Agricultural and Biological Sciences"=>18, "Social Sciences"=>1, "Computer Science"=>3, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Social Sciences"=>{"Social Sciences"=>1}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>18}, "Computer Science"=>{"Computer Science"=>3}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>6}}, "reader_count_by_country"=>{"Canada"=>1, "United States"=>3, "Brazil"=>1, "Poland"=>1, "Australia"=>1, "India"=>1}, "group_count"=>0}CrossRef
- http://doi.org/10.1093/nar/gkw795
- http://doi.org/10.3390/v12121398
- http://doi.org/10.3389/fpls.2018.00625
- http://doi.org/10.1039/C8CP03018A
- http://doi.org/10.1093/nar/gkaa900
- http://doi.org/10.1016/j.ymeth.2017.04.009
- http://doi.org/10.3390/genes9060302
- http://doi.org/10.1002/9780471729259.mc15h03s30
- http://doi.org/10.1016/j.jsb.2019.06.005
- http://doi.org/10.1080/15476286.2015.1107703
- http://doi.org/10.1093/nar/gku292
- http://doi.org/10.1093/nar/gkt319
- http://doi.org/10.1016/j.virusres.2018.11.008
- http://doi.org/10.1016/j.sbi.2016.01.007
- http://doi.org/10.1093/nar/gks241
- http://doi.org/10.1093/bfgp/ely042
- http://doi.org/10.1093/nargab/lqaa086
- http://doi.org/10.1016/j.molcel.2020.12.017
- http://doi.org/10.1371/journal.pone.0153881
- http://doi.org/10.1109/TCBB.2011.50
- http://doi.org/10.1186/1471-2105-15-147
- http://doi.org/10.1186/1748-7188-6-24
- http://doi.org/10.4161/rna.18488
Scopus | Further Information
{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/77955475692"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/77955475692?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=77955475692&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=77955475692&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/77955475692", "dc:identifier"=>"SCOPUS_ID:77955475692", "eid"=>"2-s2.0-77955475692", "dc:title"=>"Transat-A method for detecting the conserved helices of functional rna structures, including transient, pseudo-knotted and alternative structures", "dc:creator"=>"Wiebe N.J.P.", "prism:publicationName"=>"PLoS Computational Biology", "prism:issn"=>"1553734X", "prism:eIssn"=>"15537358", "prism:volume"=>"6", "prism:issueIdentifier"=>"6", "prism:pageRange"=>"1-13", "prism:coverDate"=>"2010-06-01", "prism:coverDisplayDate"=>"June 2010", "prism:doi"=>"10.1371/journal.pcbi.1000823", "citedby-count"=>"24", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"The University of British Columbia", "affiliation-city"=>"Vancouver", "affiliation-country"=>"Canada"}], "pubmed-id"=>"20589081", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "source-id"=>"4000151810", "openaccess"=>"1", "openaccessFlag"=>true, "freetoread"=>{"value"=>[{"$"=>"all"}, {"$"=>"publisherfullgold"}, {"$"=>"repository"}, {"$"=>"repositoryvor"}, {"$"=>"repositoryam"}]}, "freetoreadLabel"=>{"value"=>[{"$"=>"All Open Access"}, {"$"=>"Gold"}, {"$"=>"Green"}]}}- {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fploscompbiol%2Farticle%3Fid%3D10.1371%252Fjournal.pcbi.1000823", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}
Counter
- {"month"=>"6", "year"=>"2010", "pdf_views"=>"63", "xml_views"=>"7", "html_views"=>"233"}
- {"month"=>"7", "year"=>"2010", "pdf_views"=>"51", "xml_views"=>"4", "html_views"=>"331"}
- {"month"=>"8", "year"=>"2010", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"40"}
- {"month"=>"9", "year"=>"2010", "pdf_views"=>"27", "xml_views"=>"2", "html_views"=>"72"}
- {"month"=>"10", "year"=>"2010", "pdf_views"=>"28", "xml_views"=>"3", "html_views"=>"56"}
- {"month"=>"11", "year"=>"2010", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"27"}
- {"month"=>"12", "year"=>"2010", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"38"}
- {"month"=>"1", "year"=>"2011", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"35"}
- {"month"=>"2", "year"=>"2011", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"29"}
- {"month"=>"3", "year"=>"2011", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"28"}
- {"month"=>"4", "year"=>"2011", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"17"}
- {"month"=>"5", "year"=>"2011", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"14"}
- {"month"=>"6", "year"=>"2011", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"13"}
- {"month"=>"7", "year"=>"2011", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"17"}
- {"month"=>"8", "year"=>"2011", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"14"}
- {"month"=>"9", "year"=>"2011", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"30"}
- {"month"=>"10", "year"=>"2011", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"17"}
- {"month"=>"11", "year"=>"2011", "pdf_views"=>"1", "xml_views"=>"1", "html_views"=>"21"}
- {"month"=>"12", "year"=>"2011", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"1", "year"=>"2012", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"15"}
- {"month"=>"2", "year"=>"2012", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"21"}
- {"month"=>"3", "year"=>"2012", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"23"}
- {"month"=>"4", "year"=>"2012", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"37"}
- {"month"=>"5", "year"=>"2012", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"17"}
- {"month"=>"6", "year"=>"2012", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"12"}
- {"month"=>"7", "year"=>"2012", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"44"}
- {"month"=>"8", "year"=>"2012", "pdf_views"=>"7", "xml_views"=>"5", "html_views"=>"16"}
- {"month"=>"9", "year"=>"2012", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"17"}
- {"month"=>"10", "year"=>"2012", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"5"}
- {"month"=>"11", "year"=>"2012", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"16"}
- {"month"=>"12", "year"=>"2012", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"14"}
- {"month"=>"1", "year"=>"2013", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"30"}
- {"month"=>"2", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"2", "html_views"=>"317"}
- {"month"=>"3", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"13"}
- {"month"=>"4", "year"=>"2013", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"14"}
- {"month"=>"5", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"12"}
- {"month"=>"6", "year"=>"2013", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"13"}
- {"month"=>"7", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"8", "year"=>"2013", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"19"}
- {"month"=>"9", "year"=>"2013", "pdf_views"=>"10", "xml_views"=>"3", "html_views"=>"32"}
- {"month"=>"10", "year"=>"2013", "pdf_views"=>"1", "xml_views"=>"1", "html_views"=>"16"}
- {"month"=>"11", "year"=>"2013", "pdf_views"=>"0", "xml_views"=>"2", "html_views"=>"19"}
- {"month"=>"12", "year"=>"2013", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"42"}
- {"month"=>"1", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"19"}
- {"month"=>"2", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"11"}
- {"month"=>"3", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"2", "html_views"=>"25"}
- {"month"=>"4", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"3", "html_views"=>"20"}
- {"month"=>"5", "year"=>"2014", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"6", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"12"}
- {"month"=>"7", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"7"}
- {"month"=>"8", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"2", "html_views"=>"4"}
- {"month"=>"9", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"19"}
- {"month"=>"10", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"12"}
- {"month"=>"11", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"8"}
- {"month"=>"12", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"10"}
- {"month"=>"1", "year"=>"2015", "pdf_views"=>"0", "xml_views"=>"1", "html_views"=>"11"}
- {"month"=>"2", "year"=>"2015", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"7"}
- {"month"=>"3", "year"=>"2015", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"8"}
- {"month"=>"4", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"4"}
- {"month"=>"5", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"7"}
- {"month"=>"6", "year"=>"2015", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"12"}
- {"month"=>"7", "year"=>"2015", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"8", "year"=>"2015", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"11"}
- {"month"=>"9", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"10", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"11", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"12"}
- {"month"=>"12", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"12"}
- {"month"=>"1", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"22"}
- {"month"=>"2", "year"=>"2016", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"3"}
- {"month"=>"3", "year"=>"2016", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"47"}
- {"month"=>"4", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"46"}
- {"month"=>"5", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"16"}
- {"month"=>"6", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"19"}
- {"month"=>"7", "year"=>"2016", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"10"}
- {"month"=>"8", "year"=>"2016", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"15"}
- {"month"=>"9", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"43"}
- {"month"=>"10", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"86"}
- {"month"=>"11", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"7"}
- {"month"=>"12", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"27"}
- {"month"=>"1", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"34"}
- {"month"=>"2", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"76"}
- {"month"=>"3", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"79"}
- {"month"=>"4", "year"=>"2017", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"166"}
- {"month"=>"5", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"28"}
- {"month"=>"6", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"19"}
- {"month"=>"7", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"44"}
- {"month"=>"8", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"17"}
- {"month"=>"9", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"20"}
- {"month"=>"10", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"32"}
- {"month"=>"11", "year"=>"2017", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"13"}
- {"month"=>"12", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"19"}
- {"month"=>"1", "year"=>"2018", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"4"}
- {"month"=>"2", "year"=>"2018", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"3"}
- {"month"=>"3", "year"=>"2018", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"7"}
- {"month"=>"4", "year"=>"2018", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"4"}
- {"month"=>"5", "year"=>"2018", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"6", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"7", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"4", "html_views"=>"11"}
- {"month"=>"8", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"8"}
- {"month"=>"9", "year"=>"2018", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"12"}
- {"month"=>"10", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"3"}
- {"month"=>"11", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"8"}
- {"month"=>"12", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"1"}
- {"month"=>"1", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"5"}
- {"month"=>"2", "year"=>"2019", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"8"}
- {"month"=>"3", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"4", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"15"}
- {"month"=>"5", "year"=>"2019", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"10"}
- {"month"=>"6", "year"=>"2019", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"7"}
- {"month"=>"7", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"8", "year"=>"2019", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"4"}
- {"month"=>"9", "year"=>"2019", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"3"}
- {"month"=>"10", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"12"}
- {"month"=>"11", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"12"}
- {"month"=>"12", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"7"}
- {"month"=>"1", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"4"}
- {"month"=>"2", "year"=>"2020", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"5"}
- {"month"=>"3", "year"=>"2020", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"3"}
- {"month"=>"4", "year"=>"2020", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"5"}
- {"month"=>"5", "year"=>"2020", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"6", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"9"}
- {"month"=>"7", "year"=>"2020", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"4"}
- {"month"=>"8", "year"=>"2020", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"9", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"3", "html_views"=>"5"}
- {"month"=>"10", "year"=>"2020", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"18"}
- {"month"=>"11", "year"=>"2020", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"13"}
- {"month"=>"12", "year"=>"2020", "pdf_views"=>"5", "xml_views"=>"3", "html_views"=>"2"}
- {"month"=>"1", "year"=>"2021", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"6"}
- {"month"=>"2", "year"=>"2021", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"7"}
PMC Usage Stats | Further Information
- {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"7", "full-text"=>"10", "year"=>"2010", "pdf"=>"5", "unique-ip"=>"14", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"4", "full-text"=>"13", "unique-ip"=>"16", "pdf"=>"18", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"13", "year"=>"2010", "pdf"=>"8", "unique-ip"=>"13", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"18", "unique-ip"=>"16", "pdf"=>"8", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"12", "year"=>"2010", "pdf"=>"4", "unique-ip"=>"11", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"11", "unique-ip"=>"9", "pdf"=>"5", "year"=>"2010", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"9", "year"=>"2011", "pdf"=>"4", "unique-ip"=>"12", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"1"}
- {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"11", "unique-ip"=>"13", "pdf"=>"2", "year"=>"2011", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"7", "year"=>"2011", "pdf"=>"2", "unique-ip"=>"10", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"7", "unique-ip"=>"13", "pdf"=>"8", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"13", "year"=>"2011", "pdf"=>"8", "unique-ip"=>"10", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"7", "unique-ip"=>"9", "pdf"=>"5", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"1"}
- {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "year"=>"2011", "pdf"=>"0", "unique-ip"=>"6", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"3", "unique-ip"=>"4", "pdf"=>"1", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "year"=>"2011", "pdf"=>"0", "unique-ip"=>"7", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"3", "unique-ip"=>"4", "pdf"=>"0", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"4", "year"=>"2011", "pdf"=>"1", "unique-ip"=>"6", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"11", "unique-ip"=>"8", "pdf"=>"11", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"8", "unique-ip"=>"5", "pdf"=>"3", "year"=>"2012", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"2", "year"=>"2012", "pdf"=>"2", "unique-ip"=>"5", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"5", "unique-ip"=>"6", "pdf"=>"2", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "year"=>"2012", "pdf"=>"1", "unique-ip"=>"6", "figure"=>"7", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"1", "unique-ip"=>"2", "pdf"=>"2", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"2", "year"=>"2012", "pdf"=>"2", "unique-ip"=>"4", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
- {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
- {"unique-ip"=>"2", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
- {"unique-ip"=>"16", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2012", "month"=>"10"}
- {"unique-ip"=>"3", "full-text"=>"17", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
- {"unique-ip"=>"4", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
- {"unique-ip"=>"5", "full-text"=>"12", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
- {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
- {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
- {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
- {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
- {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
- {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
- {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
- {"unique-ip"=>"8", "full-text"=>"5", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
- {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
- {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
- {"unique-ip"=>"5", "full-text"=>"1", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
- {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
- {"unique-ip"=>"8", "full-text"=>"3", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"8"}
- {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"9"}
- {"unique-ip"=>"11", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
- {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
- {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
- {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
- {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
- {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
- {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
- {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
- {"unique-ip"=>"9", "full-text"=>"4", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"11"}
- {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
- {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
- {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
- {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
- {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
- {"unique-ip"=>"8", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
- {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
- {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
- {"unique-ip"=>"5", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
- {"unique-ip"=>"2", "full-text"=>"0", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
- {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
- {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
- {"unique-ip"=>"1", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
- {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
- {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
- {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
- {"unique-ip"=>"17", "full-text"=>"10", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
- {"unique-ip"=>"3", "full-text"=>"6", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"4"}
- {"unique-ip"=>"6", "full-text"=>"9", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
- {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
- {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
- {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
- {"unique-ip"=>"18", "full-text"=>"7", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
- {"unique-ip"=>"19", "full-text"=>"10", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
- {"unique-ip"=>"8", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
- {"unique-ip"=>"14", "full-text"=>"6", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
- {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
- {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
- {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
- {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2019", "month"=>"5"}
- {"unique-ip"=>"13", "full-text"=>"7", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
- {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
- {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
- {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
- {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2020", "month"=>"2"}
- {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
- {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
- {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
- {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"6"}
- {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2020", "month"=>"7"}
- {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"8"}
- {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"9"}
- {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2020", "month"=>"10"}
- {"unique-ip"=>"20", "full-text"=>"17", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2020", "month"=>"11"}
- {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"12"}
- {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2021", "month"=>"1"}
Relative Metric
{"start_date"=>"2010-01-01T00:00:00Z", "end_date"=>"2010-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[288, 576, 733, 867, 984, 1087, 1182, 1267, 1346, 1424, 1501, 1577, 1646, 1711, 1778, 1841, 1908, 1970, 2034, 2102, 2162, 2227, 2296, 2359, 2422, 2482, 2550, 2610, 2679, 2747, 2820, 2887, 2955, 3009, 3067, 3130, 3200, 3257, 3322, 3379, 3443, 3507, 3571, 3632, 3683, 3753, 3822, 3877]}, {"subject_area"=>"/Biology and life sciences/Biochemistry", "average_usage"=>[283, 565, 720, 852, 970, 1070, 1168, 1258, 1336, 1411, 1487, 1571, 1640, 1709, 1776, 1843, 1906, 1969, 2031, 2086, 2152, 2221, 2286, 2361, 2419, 2480, 2543, 2598, 2665, 2731, 2802, 2868, 2932, 2996, 3053, 3114, 3169, 3232, 3289, 3355, 3413, 3473, 3530, 3595, 3648, 3711, 3764, 3810, 3863]}, {"subject_area"=>"/Biology and life sciences/Molecular biology", "average_usage"=>[286, 573, 735, 872, 989, 1096, 1185, 1277, 1365, 1449, 1520, 1597, 1668, 1729, 1799, 1852, 1917, 1984, 2054, 2108, 2169, 2234, 2303, 2374, 2436, 2501, 2560, 2620, 2683, 2742, 2830, 2909, 2981, 3032, 3089, 3148, 3210, 3266, 3323, 3379, 3448, 3512, 3576, 3635, 3693, 3747, 3827, 3876, 3938]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[314, 590, 728, 851, 953, 1050, 1127, 1206, 1276, 1336, 1390, 1451, 1504, 1569, 1619, 1674, 1732, 1792, 1851, 1900, 1959, 2004, 2076, 2126, 2182, 2239, 2292, 2353, 2427, 2522, 2595, 2676, 2735, 2785, 2836, 2893, 2943, 2993, 3041, 3097, 3160, 3214, 3251, 3299, 3357, 3428, 3482, 3515, 3555]}]}Loading … 

There are currently no alerts