Scholarometer: A Social Framework for Analyzing Impact across Disciplines
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{"title"=>"Scholarometer: A Social Framework for Analyzing Impact across Disciplines", "type"=>"journal", "authors"=>[{"first_name"=>"Jasleen", "last_name"=>"Kaur", "scopus_author_id"=>"55428454900"}, {"first_name"=>"Diep Thi", "last_name"=>"Hoang", "scopus_author_id"=>"55359833700"}, {"first_name"=>"Xiaoling", "last_name"=>"Sun", "scopus_author_id"=>"55727866600"}, {"first_name"=>"Lino", "last_name"=>"Possamai", "scopus_author_id"=>"55265723400"}, {"first_name"=>"Mohsen", "last_name"=>"JafariAsbagh", "scopus_author_id"=>"55631264400"}, {"first_name"=>"Snehal", "last_name"=>"Patil", "scopus_author_id"=>"55435045300"}, {"first_name"=>"Filippo", "last_name"=>"Menczer", "scopus_author_id"=>"6701785703"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84866324617", "pmid"=>"22984414", "isbn"=>"10.1371/journal.pone.0043235", "scopus"=>"2-s2.0-84866324617", "issn"=>"19326203", "pui"=>"365652623", "doi"=>"10.1371/journal.pone.0043235"}, "id"=>"ab8c82a3-f4be-3ffa-9615-ab5eeda2ad41", "abstract"=>"The use of quantitative metrics to gauge the impact of scholarly publications, authors, and disciplines is predicated on the availability of reliable usage and annotation data. Citation and download counts are widely available from digital libraries. However, current annotation systems rely on proprietary labels, refer to journals but not articles or authors, and are manually curated. To address these limitations, we propose a social framework based on crowdsourced annotations of scholars, designed to keep up with the rapidly evolving disciplinary and interdisciplinary landscape. We describe a system called Scholarometer, which provides a service to scholars by computing citation-based impact measures. This creates an incentive for users to provide disciplinary annotations of authors, which in turn can be used to compute disciplinary metrics. We first present the system architecture and several heuristics to deal with noisy bibliographic and annotation data. We report on data sharing and interactive visualization services enabled by Scholarometer. Usage statistics, illustrating the data collected and shared through the framework, suggest that the proposed crowdsourcing approach can be successful. Secondly, we illustrate how the disciplinary bibliometric indicators elicited by Scholarometer allow us to implement for the first time a universal impact measure proposed in the literature. Our evaluation suggests that this metric provides an effective means for comparing scholarly impact across disciplinary boundaries.", "link"=>"http://www.mendeley.com/research/scholarometer-social-framework-analyzing-impact-across-disciplines", "reader_count"=>100, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Professor > Associate Professor"=>10, "Librarian"=>23, "Researcher"=>14, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>12, "Student > Postgraduate"=>3, "Student > Master"=>9, "Other"=>8, "Student > Bachelor"=>2, "Lecturer"=>3, "Lecturer > Senior Lecturer"=>2, "Professor"=>7}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Professor > Associate Professor"=>10, "Librarian"=>23, "Researcher"=>14, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>12, "Student > Postgraduate"=>3, "Student > Master"=>9, "Other"=>8, "Student > Bachelor"=>2, "Lecturer"=>3, "Lecturer > Senior Lecturer"=>2, "Professor"=>7}, "reader_count_by_subject_area"=>{"Unspecified"=>4, "Agricultural and Biological Sciences"=>9, "Arts and Humanities"=>4, "Philosophy"=>1, "Business, Management and Accounting"=>3, "Computer Science"=>38, "Economics, Econometrics and Finance"=>1, "Engineering"=>1, "Environmental Science"=>1, "Mathematics"=>1, "Medicine and Dentistry"=>5, "Psychology"=>3, "Social Sciences"=>29}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>5}, "Social Sciences"=>{"Social Sciences"=>29}, "Psychology"=>{"Psychology"=>3}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>4}, "Environmental Science"=>{"Environmental Science"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>4}, "Engineering"=>{"Engineering"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>9}, "Computer Science"=>{"Computer Science"=>38}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>3}, "Philosophy"=>{"Philosophy"=>1}}, "reader_count_by_country"=>{"Republic of Singapore"=>1, "Colombia"=>1, "United States"=>10, "United Kingdom"=>4, "Spain"=>1, "India"=>2, "Canada"=>1, "Netherlands"=>2, "Norway"=>1, "Ireland"=>1, "Brazil"=>1, "Mexico"=>1, "Italy"=>1, "Nigeria"=>1, "Peru"=>1, "Germany"=>1, "Croatia"=>2}, "group_count"=>8}

Scopus | Further Information

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Figshare

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  • {"files"=>["https://ndownloader.figshare.com/files/578476"], "description"=>"<p>Links are labeled with the correspondence relationships between resources. This diagram is a portion of the cloud diagram by Richard Cyganiak and Anja Jentzsch (lod-cloud.net). As in the original cloud diagram, the color of a node represents the theme of the data set and its size reflects the number of triples.</p>", "links"=>[], "tags"=>["scholarometer", "linked"], "article_id"=>248964, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g005", "stats"=>{"downloads"=>2, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Connections_between_Scholarometer_and_other_Linked_Open_Data_sources_/248964", "title"=>"Connections between Scholarometer and other Linked Open Data sources.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:30:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/579051"], "description"=>"<p>Temporal growth in numbers of authors, disciplines, and queries received by the Scholarometer system.</p>", "links"=>[], "tags"=>["numbers", "queries", "received", "scholarometer"], "article_id"=>249541, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g008", "stats"=>{"downloads"=>3, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Temporal_growth_in_numbers_of_authors_disciplines_and_queries_received_by_the_Scholarometer_system_/249541", "title"=>"Temporal growth in numbers of authors, disciplines, and queries received by the Scholarometer system.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:33:12"}
  • {"files"=>["https://ndownloader.figshare.com/files/577972"], "description"=>"<p>The Scholarometer workflow.</p>", "links"=>[], "tags"=>["scholarometer"], "article_id"=>248457, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g001", "stats"=>{"downloads"=>7, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_Scholarometer_workflow_/248457", "title"=>"The Scholarometer workflow.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:27:19"}
  • {"files"=>["https://ndownloader.figshare.com/files/579152"], "description"=>"<p>Note that the sets of authors in these disciplines may overlap, as authors are often tagged with multiple disciplines. Therefore the total number of unique authors in these 20 disciplines is actually lower than shown here. Bottom: Relative size of top 20 disciplines based on the number of tagged authors.</p>", "links"=>[], "tags"=>["authors", "tagged", "20", "disciplines"], "article_id"=>249643, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g009", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Top_Number_of_authors_tagged_with_20_most_common_disciplines_over_time_/249643", "title"=>"Top: Number of authors tagged with 20 most common disciplines over time.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:33:49"}
  • {"files"=>["https://ndownloader.figshare.com/files/578133"], "description"=>"<p>Illustration of the Scholarometer interface.</p>", "links"=>[], "tags"=>["scholarometer"], "article_id"=>248625, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g002", "stats"=>{"downloads"=>3, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Illustration_of_the_Scholarometer_interface_/248625", "title"=>"Illustration of the Scholarometer interface.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:28:19"}
  • {"files"=>["https://ndownloader.figshare.com/files/578272"], "description"=>"<p>A flow-chart illustrating how queries are handled by the Scholarometer query manager, employing heuristics to deal with problematic and existing author names.</p>", "links"=>[], "tags"=>["flow-chart", "illustrating", "queries", "handled", "scholarometer", "query", "employing", "heuristics", "problematic"], "article_id"=>248754, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g003", "stats"=>{"downloads"=>11, "page_views"=>90, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_A_flow_chart_illustrating_how_queries_are_handled_by_the_Scholarometer_query_manager_employing_heuristics_to_deal_with_problematic_and_existing_author_names_/248754", "title"=>"A flow-chart illustrating how queries are handled by the Scholarometer query manager, employing heuristics to deal with problematic and existing author names.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:28:59"}
  • {"files"=>["https://ndownloader.figshare.com/files/578400"], "description"=>"<p>When a tag is selected it receives a vote, bringing its total number of votes to . There are tags with at least one vote. We plot the area in which the average change in entropy . The colors represent the magnitude of the decrease in entropy, . Our heuristic threshold , also plotted, tries to capture the number of votes that results in the largest decrease in entropy, making a tag reliable.</p>", "links"=>[], "tags"=>["contours", "tags", "drawn"], "article_id"=>248886, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g004", "stats"=>{"downloads"=>7, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Entropy_contours_of_a_model_in_which_tags_are_drawn_from_the_overall_distribution_of_votes_/248886", "title"=>"Entropy contours of a model in which tags are drawn from the overall distribution of votes.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:29:38"}
  • {"files"=>["https://ndownloader.figshare.com/files/579358"], "description"=>"<p>Top authors according to various impact measures (based on values as of January 2012).</p>", "links"=>[], "tags"=>["authors", "measures", "january"], "article_id"=>249850, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.t001", "stats"=>{"downloads"=>1, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Top_authors_according_to_various_impact_measures_based_on_values_as_of_January_2012_/249850", "title"=>"Top authors according to various impact measures (based on values as of January 2012).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 23:35:02"}
  • {"files"=>["https://ndownloader.figshare.com/files/579394"], "description"=>"<p>We considered disciplines with at least 20 authors (as of April 2012).</p>", "links"=>[], "tags"=>["disciplines", "defined", "averages", "authors", "tagged"], "article_id"=>249883, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.t003", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Top_disciplines_based_on_and_values_defined_in_the_text_as_averages_across_all_authors_tagged_with_discipline_/249883", "title"=>"Top disciplines based on and values, defined in the text as averages across all authors tagged with discipline .", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 23:35:13"}
  • {"files"=>["https://ndownloader.figshare.com/files/579422"], "description"=>"<p>Top authors tagged with “computer science, artificial intelligence” according to various impact measures (as of January 2012).</p>", "links"=>[], "tags"=>["authors", "tagged", "measures", "january"], "article_id"=>249910, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.t002", "stats"=>{"downloads"=>5, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Top_authors_tagged_with_8220_computer_science_artificial_intelligence_8221_according_to_various_impact_measures_as_of_January_2012_/249910", "title"=>"Top authors tagged with “computer science, artificial intelligence” according to various impact measures (as of January 2012).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 23:35:25"}
  • {"files"=>["https://ndownloader.figshare.com/files/578623"], "description"=>"<p>Interactive visualization of discipline network, available on the Scholarometer website (scholarometer.indiana.edu/explore.html).</p>", "links"=>[], "tags"=>["visualization", "scholarometer", "website"], "article_id"=>249118, "categories"=>["Information And Computing Sciences", "Science Policy"], "users"=>["Jasleen Kaur", "Diep Thi Hoang", "Xiaoling Sun", "Lino Possamai", "Mohsen JafariAsbagh", "Snehal Patil", "Filippo Menczer"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0043235.g006", "stats"=>{"downloads"=>5, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Interactive_visualization_of_discipline_network_available_on_the_Scholarometer_website_scholarometer_indiana_edu_explore_html_/249118", "title"=>"Interactive visualization of discipline network, available on the Scholarometer website (scholarometer.indiana.edu/explore.html).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 23:30:52"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"53", "full-text"=>"68", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"15", "full-text"=>"12", "pdf"=>"7", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"12", "full-text"=>"21", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"13", "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"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"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"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"14", "full-text"=>"18", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"20", "full-text"=>"18", "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"=>"15", "full-text"=>"18", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"20", "full-text"=>"27", "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"=>"10", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"8", "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"=>"4"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"15", "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"=>"6"}
  • {"unique-ip"=>"8", "full-text"=>"11", "pdf"=>"0", "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"=>"13", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"9", "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"=>"8"}
  • {"unique-ip"=>"19", "full-text"=>"19", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"32", "full-text"=>"41", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"31", "full-text"=>"39", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"24", "full-text"=>"32", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"28", "full-text"=>"57", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"3", "full-text"=>"1", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"35", "full-text"=>"46", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"12", "full-text"=>"16", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"22", "full-text"=>"39", "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"=>"19", "full-text"=>"19", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"20", "full-text"=>"15", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"29", "full-text"=>"28", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
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Relative Metric

{"start_date"=>"2012-01-01T00:00:00Z", "end_date"=>"2012-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Computer and information sciences", "average_usage"=>[352, 587, 696, 809, 901, 989, 1072, 1156, 1257, 1334, 1422, 1486, 1555, 1647, 1714, 1780, 1844, 1919, 1997, 2051, 2138, 2198, 2267, 2324, 2391]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[304, 506, 616, 712, 799, 879, 968, 1052, 1134, 1212, 1284, 1357, 1427, 1494, 1557, 1621, 1689, 1756, 1823, 1883, 1944, 1997, 2056, 2118, 2171]}, {"subject_area"=>"/Physical sciences/Physics", "average_usage"=>[298, 476, 578, 665, 743, 821, 891, 962, 1036, 1108, 1174, 1240, 1312, 1371, 1430, 1494, 1551, 1609, 1673, 1736, 1795, 1857, 1913, 1976, 2035]}]}
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