Structural and Dynamical Patterns on Online Social Networks: The Spanish May 15th Movement as a Case Study
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Structural and dynamical patterns on online social networks: The Spanish May 15th movement as a case study", "type"=>"journal", "authors"=>[{"first_name"=>"Javier", "last_name"=>"Borge-Holthoefer", "scopus_author_id"=>"36011530300"}, {"first_name"=>"Alejandro", "last_name"=>"Rivero", "scopus_author_id"=>"7005091001"}, {"first_name"=>"Iñigo", "last_name"=>"García", "scopus_author_id"=>"57197982721"}, {"first_name"=>"Elisa", "last_name"=>"Cauhé", "scopus_author_id"=>"55020514600"}, {"first_name"=>"Alfredo", "last_name"=>"Ferrer", "scopus_author_id"=>"55021083500"}, {"first_name"=>"Darío", "last_name"=>"Ferrer", "scopus_author_id"=>"50061263600"}, {"first_name"=>"David", "last_name"=>"Francos", "scopus_author_id"=>"55024166900"}, {"first_name"=>"David", "last_name"=>"Iñiguez", "scopus_author_id"=>"6602237567"}, {"first_name"=>"María Pilar", "last_name"=>"Pérez", "scopus_author_id"=>"56999154100"}, {"first_name"=>"Gonzalo", "last_name"=>"Ruiz", "scopus_author_id"=>"57197988379"}, {"first_name"=>"Francisco", "last_name"=>"Sanz", "scopus_author_id"=>"56266578000"}, {"first_name"=>"Fermín", "last_name"=>"Serrano", "scopus_author_id"=>"36942776000"}, {"first_name"=>"Cristina", "last_name"=>"Viñas", "scopus_author_id"=>"50062005500"}, {"first_name"=>"Alfonso", "last_name"=>"Tarancón", "scopus_author_id"=>"7004247397"}, {"first_name"=>"Yamir", "last_name"=>"Moreno", "scopus_author_id"=>"7004893698"}], "year"=>2011, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-80051844454", "issn"=>"19326203", "pui"=>"362372151", "sgr"=>"80051844454", "isbn"=>"1932-6203 (Electronic)\\n1932-6203 (Linking)", "pmid"=>"21886834", "doi"=>"10.1371/journal.pone.0023883", "arxiv"=>"1107.1750"}, "id"=>"978823e0-a338-3f18-97e9-93704fa61aba", "abstract"=>"The number of people using online social networks in their everyday life is continuously growing at a pace never saw before. This new kind of communication has an enormous impact on opinions, cultural trends, information spreading and even in the commercial success of new products. More importantly, social online networks have revealed as a fundamental organizing mechanism in recent country-wide social movements. In this paper, we provide a quantitative analysis of the structural and dynamical patterns emerging from the activity of an online social network around the ongoing May 15th (15M) movement in Spain. Our network is made up by users that exchanged tweets in a time period of one month, which includes the birth and stabilization of the 15M movement. We characterize in depth the growth of such dynamical network and find that it is scale-free with communities at the mesoscale. We also find that its dynamics exhibits typical features of critical systems such as robustness and power-law distributions for several quantities. Remarkably, we report that the patterns characterizing the spreading dynamics are asymmetric, giving rise to a clear distinction between information sources and sinks. Our study represents a first step towards the use of data from online social media to comprehend modern societal dynamics.", "link"=>"http://www.mendeley.com/research/structural-dynamical-patterns-online-social-networks-spanish-15th-movement-case-study", "reader_count"=>136, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>9, "Researcher"=>23, "Student > Doctoral Student"=>8, "Student > Ph. D. Student"=>52, "Student > Postgraduate"=>5, "Student > Master"=>17, "Other"=>6, "Student > Bachelor"=>5, "Lecturer"=>3, "Lecturer > Senior Lecturer"=>3, "Professor"=>4}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>9, "Researcher"=>23, "Student > Doctoral Student"=>8, "Student > Ph. D. Student"=>52, "Student > Postgraduate"=>5, "Student > Master"=>17, "Other"=>6, "Student > Bachelor"=>5, "Lecturer"=>3, "Lecturer > Senior Lecturer"=>3, "Professor"=>4}, "reader_count_by_subject_area"=>{"Unspecified"=>9, "Agricultural and Biological Sciences"=>7, "Arts and Humanities"=>2, "Business, Management and Accounting"=>6, "Chemistry"=>2, "Computer Science"=>31, "Economics, Econometrics and Finance"=>3, "Engineering"=>4, "Environmental Science"=>1, "Biochemistry, Genetics and Molecular Biology"=>1, "Mathematics"=>6, "Medicine and Dentistry"=>1, "Design"=>1, "Physics and Astronomy"=>20, "Psychology"=>1, "Social Sciences"=>41}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Social Sciences"=>{"Social Sciences"=>41}, "Physics and Astronomy"=>{"Physics and Astronomy"=>20}, "Psychology"=>{"Psychology"=>1}, "Mathematics"=>{"Mathematics"=>6}, "Unspecified"=>{"Unspecified"=>9}, "Environmental Science"=>{"Environmental Science"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>2}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>4}, "Chemistry"=>{"Chemistry"=>2}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>3}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>7}, "Computer Science"=>{"Computer Science"=>31}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>6}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}}, "reader_count_by_country"=>{"Canada"=>1, "United States"=>3, "Japan"=>1, "Poland"=>1, "Italy"=>1, "Malaysia"=>1, "France"=>3, "Switzerland"=>1, "Germany"=>2, "Spain"=>10}, "group_count"=>12}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/80051844454"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/80051844454?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=80051844454&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=80051844454&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/80051844454", "dc:identifier"=>"SCOPUS_ID:80051844454", "eid"=>"2-s2.0-80051844454", "dc:title"=>"Structural and dynamical patterns on online social networks: The Spanish May 15th movement as a case study", "dc:creator"=>"Borge-Holthoefer J.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"6", "prism:issueIdentifier"=>"8", "prism:pageRange"=>nil, "prism:coverDate"=>"2011-08-24", "prism:coverDisplayDate"=>"2011", "prism:doi"=>"10.1371/journal.pone.0023883", "citedby-count"=>"100", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Universidad de Zaragoza", "affiliation-city"=>"Zaragoza", "affiliation-country"=>"Spain"}], "pubmed-id"=>"21886834", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e23883", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0023883", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Twitter

Counter

  • {"month"=>"8", "year"=>"2011", "pdf_views"=>"97", "xml_views"=>"4", "html_views"=>"966"}
  • {"month"=>"9", "year"=>"2011", "pdf_views"=>"36", "xml_views"=>"0", "html_views"=>"186"}
  • {"month"=>"10", "year"=>"2011", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"167"}
  • {"month"=>"11", "year"=>"2011", "pdf_views"=>"22", "xml_views"=>"4", "html_views"=>"130"}
  • {"month"=>"12", "year"=>"2011", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"228"}
  • {"month"=>"1", "year"=>"2012", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"157"}
  • {"month"=>"2", "year"=>"2012", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"90"}
  • {"month"=>"3", "year"=>"2012", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"119"}
  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"146"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"31", "xml_views"=>"2", "html_views"=>"239"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"145"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"110"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"5", "html_views"=>"96"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"23", "xml_views"=>"3", "html_views"=>"156"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"188"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"154"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"106"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"136"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"3", "html_views"=>"132"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"140"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"136"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"34", "xml_views"=>"4", "html_views"=>"263"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"191"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"212"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"232"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"148"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"11", "xml_views"=>"2", "html_views"=>"150"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"152"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"148"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"381", "xml_views"=>"0", "html_views"=>"203"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"150"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"21", "xml_views"=>"2", "html_views"=>"198"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"35", "xml_views"=>"1", "html_views"=>"173"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"158"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"225"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"157"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"97"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"110"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"3", "html_views"=>"154"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"3", "html_views"=>"226"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"133"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"103"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"108"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"161"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"147"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"139"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"25", "xml_views"=>"2", "html_views"=>"257"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"124"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"137"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"123"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"155"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"110"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"120"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"139"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"93"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"121"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"130"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"90"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"123"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"532"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"179"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"126"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"123"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"89"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"87"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"32", "xml_views"=>"2", "html_views"=>"114"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"105"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"101"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"2", "html_views"=>"98"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"18", "xml_views"=>"2", "html_views"=>"82"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"68"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"57"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"2", "html_views"=>"133"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"120"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"2", "html_views"=>"93"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"22", "xml_views"=>"2", "html_views"=>"21"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"50"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"51"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"21"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"4", "html_views"=>"33"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"46"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"18"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"34"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"15"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/744132"], "description"=>"<p>The rank model, even at its simplest form, successfully reproduces not only empirical structural features, but also the prestige or popularity evolution over time. See the text for more details about the model implemented.</p>", "links"=>[], "tags"=>["simulated"], "article_id"=>414499, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.g007", "stats"=>{"downloads"=>3, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Empirical_and_simulated_burst_size_distribution_/414499", "title"=>"Empirical and simulated burst size distribution.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 15:33:41"}
  • {"files"=>["https://ndownloader.figshare.com/files/744074"], "description"=>"<p>Popularity “efervescence” in the whole system (each node). Unsurprisingly, most nodes hardly undergo noticeable changes in their popularity. However, a small fraction of nodes does experience significant increases (heavy tail). This pattern is not exclusive of this communication network.</p>", "links"=>[], "tags"=>["physics", "mathematics"], "article_id"=>414439, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.g006", "stats"=>{"downloads"=>1, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Burst_size_distribution_/414439", "title"=>"Burst size distribution.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 15:33:21"}
  • {"files"=>["https://ndownloader.figshare.com/files/744019"], "description"=>"<p>The increase in the strength of the selected nodes (cyan curves) markedly changes after day . The logarithmic derivative provides a finer interpretation in terms of the bursts in popularity. <i>democraciareal</i> (upper-left) had been an active agent long time before , seemingly the movement was gathering strength (note some remarkable increments between and ). A newer user in the social network (<i>acampadasol</i>; lower-right) emerges and quickly takes over from onwards as the reference of the whole movement. On the other hand, two right- and left-wing newspapers, <i>El Mundo</i> and <i>El País</i> respectively, undertake similar changes, which indicates that a large sets of nodes identified them as relevant actants in the context of protests. Note, however, that this does not imply that the same nodes are active senders too. As a matter of fact, they are not.</p>", "links"=>[], "tags"=>["physics", "mathematics"], "article_id"=>414381, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.g005", "stats"=>{"downloads"=>1, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Popularity_dynamics_/414381", "title"=>"Popularity dynamics.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 15:33:00"}
  • {"files"=>["https://ndownloader.figshare.com/files/744186"], "description"=>"<p>Region-based modules are mostly formed by nodes whose geographical origin coincides with that of the most central node in the community. This statement is clear for almost all these modules, except in the case of Madrid and Granada. The case of Madrid is not surprising, given that @acampadasol is the reference of the whole movement, thus the community organized around this actant is a more heterogeneous one. Granada is a more intriguing exception.</p>", "links"=>[], "tags"=>["nodes", "region-based"], "article_id"=>414546, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.t001", "stats"=>{"downloads"=>6, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Geographic_origin_of_nodes_in_region_based_communities_/414546", "title"=>"Geographic origin of nodes in region-based communities.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 15:34:01"}
  • {"files"=>["https://ndownloader.figshare.com/files/743597"], "description"=>"<p>(Top) Cumulative snapshots of the system (at day , and ). Different colors stand the age of the nodes (yellow for former adherents and black for latecomers). (Bottom) Evolution of the system's giant component, relative to the final size of the network. Note that growth does not proceed progressively, but it rather explodes from day due to socially relevant events on that date.</p>", "links"=>[], "tags"=>["15m"], "article_id"=>413942, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.g001", "stats"=>{"downloads"=>7, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Evolution_of_the_15M_Network_/413942", "title"=>"Evolution of the 15M Network.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 15:30:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/743837"], "description"=>"<p>The figure shows, in a compact view in which each node represents a community, the 30 most important modules. They can be identified by a single node, around which the community is organized. These <i>local hubs</i> (labeled in the figure) agglutinate modules and act as information bridges connecting the whole network.</p>", "links"=>[], "tags"=>["15m"], "article_id"=>414199, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.g004", "stats"=>{"downloads"=>1, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Community_structure_of_the_15M_network_/414199", "title"=>"Community structure of the 15M network.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 15:32:00"}
  • {"files"=>["https://ndownloader.figshare.com/files/743742"], "description"=>"<p>The figure represents the density of tweets received (left) and sent (right) as a function of the cumulative fraction of active users. For each day, data are normalized by the number of active users at that date. As a reference, the horizontal line corresponds to 50% of emitted/received tweets. Note that, on , less than 1% of the nodes receive half of the messages. On the contrary, the pattern of tweets sent hardly evolves from the beginning of the movement: 10% of the active nodes produce 50% of the messages. This asymmetry is coherent with the differences observed for the strength distributions.</p>", "links"=>[], "tags"=>["physics", "mathematics"], "article_id"=>414106, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.g003", "stats"=>{"downloads"=>1, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Information_flow_/414106", "title"=>"Information flow.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 15:31:28"}
  • {"files"=>["https://ndownloader.figshare.com/files/743688"], "description"=>"<p>Strength distributions for both received (top) and sent (bottom) messages display a power-law behavior as early as at . The fat-tailed distributions indicate that the 15M network is scale-free, with the implications this fact bears. Note that the exponents that define the power-laws differ significantly between sent and received messages.</p>", "links"=>[], "tags"=>["in-", "out-strength"], "article_id"=>414045, "categories"=>["Physics", "Mathematics"], "users"=>["Javier Borge-Holthoefer", "Alejandro Rivero", "Iñigo García", "Elisa Cauhé", "Alfredo Ferrer", "Darío Ferrer", "David Francos", "David Iñiguez", "María Pilar Pérez", "Gonzalo Ruiz", "Francisco Sanz", "Fermín Serrano", "Cristina Viñas", "Alfonso Tarancón", "Yamir Moreno"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0023883.g002", "stats"=>{"downloads"=>1, "page_views"=>17, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Cumulative_in_and_out_strength_distributions_/414045", "title"=>"Cumulative in- and out-strength distributions.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-20 15:31:08"}

PMC Usage Stats | Further Information

  • {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"15", "unique-ip"=>"14", "pdf"=>"6", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "year"=>"2011", "pdf"=>"1", "unique-ip"=>"4", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"16", "unique-ip"=>"15", "pdf"=>"2", "year"=>"2011", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"21", "year"=>"2011", "pdf"=>"1", "unique-ip"=>"21", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "unique-ip"=>"7", "pdf"=>"1", "year"=>"2012", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"8", "year"=>"2012", "pdf"=>"1", "unique-ip"=>"10", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"8", "unique-ip"=>"12", "pdf"=>"4", "year"=>"2012", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"3", "abstract"=>"0", "full-text"=>"9", "year"=>"2012", "pdf"=>"5", "unique-ip"=>"10", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"4", "unique-ip"=>"5", "pdf"=>"2", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"4", "year"=>"2012", "pdf"=>"2", "unique-ip"=>"6", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"4", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"17", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"5", "pdf"=>"14", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"14", "full-text"=>"13", "pdf"=>"4", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"13", "full-text"=>"15", "pdf"=>"5", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"14", "full-text"=>"20", "pdf"=>"7", "abstract"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"2", "full-text"=>"1", "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"=>"2", "full-text"=>"2", "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"=>"3", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"3", "full-text"=>"6", "pdf"=>"1", "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"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"1", "full-text"=>"12", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"23", "full-text"=>"27", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"7", "full-text"=>"10", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"15", "full-text"=>"17", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"12", "full-text"=>"22", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"16", "full-text"=>"21", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"27", "full-text"=>"13", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"18", "full-text"=>"25", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"19", "full-text"=>"25", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"13", "full-text"=>"17", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"14", "full-text"=>"40", "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"=>"16", "full-text"=>"23", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"18", "full-text"=>"16", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"17", "full-text"=>"20", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"13", "full-text"=>"15", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"13", "full-text"=>"13", "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"=>"16", "full-text"=>"20", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"9", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"5", "full-text"=>"2", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"5", "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"=>"6", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "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"=>"5", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"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"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"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"=>"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"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"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"=>"2017", "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"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"12", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"5", "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"=>"4", "full-text"=>"4", "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"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}

Relative Metric

{"start_date"=>"2011-01-01T00:00:00Z", "end_date"=>"2011-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[304, 568, 702, 818, 927, 1027, 1118, 1206, 1285, 1357, 1427, 1500, 1564, 1636, 1705, 1773, 1840, 1909, 1974, 2039, 2106, 2170, 2234, 2296, 2358, 2423, 2484, 2546, 2606, 2673, 2734, 2795, 2857, 2921, 2984, 3046, 3100]}, {"subject_area"=>"/Computer and information sciences", "average_usage"=>[355, 609, 735, 840, 944, 1029, 1109, 1193, 1255, 1320, 1391, 1469, 1540, 1608, 1683, 1753, 1824, 1905, 1967, 2042, 2117, 2189, 2240, 2300, 2392, 2452, 2509, 2569, 2635, 2710, 2772, 2846, 2882, 2956, 3014, 3086, 3139]}, {"subject_area"=>"/Social sciences", "average_usage"=>[340, 584, 708, 809, 915, 1005, 1089, 1174, 1254, 1334, 1408, 1478, 1563, 1648, 1716, 1791, 1847, 1915, 1979, 2044, 2105, 2163, 2218, 2297, 2382, 2436, 2493, 2553, 2618, 2682, 2741, 2786, 2847, 2937, 2989, 3039, 3102]}, {"subject_area"=>"/Social sciences/Sociology", "average_usage"=>[426, 807, 983, 1078, 1202, 1297, 1394, 1505, 1611, 1713, 1819, 1918, 2007, 2092, 2190, 2261, 2341, 2445, 2522, 2612, 2692, 2754, 2830, 2908, 2987, 3076, 3157, 3246, 3319, 3431, 3527, 3602, 3670, 3725, 3772, 3821, 3879]}]}
Loading … Spinner
There are currently no alerts