Astrophysicists’ Conversational Connections on Twitter
Publication Date
August 25, 2014
Journal
PLOS ONE
Authors
Kim Holmberg, Timothy D. Bowman, Stefanie Haustein & Isabella Peters
Volume
9
Issue
8
Pages
e106086
DOI
https://dx.plos.org/10.1371/journal.pone.0106086
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0106086
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/25153196
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4143334
Europe PMC
http://europepmc.org/abstract/MED/25153196
Web of Science
000340952200113
Scopus
84940341230
Mendeley
http://www.mendeley.com/research/astrophysicists-conversational-connections-twitter
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Astrophysicists' conversational connections on Twitter", "type"=>"journal", "authors"=>[{"first_name"=>"Kim", "last_name"=>"Holmberg", "scopus_author_id"=>"25632561700"}, {"first_name"=>"Timothy D.", "last_name"=>"Bowman", "scopus_author_id"=>"56189663800"}, {"first_name"=>"Stefanie", "last_name"=>"Haustein", "scopus_author_id"=>"36699779100"}, {"first_name"=>"Isabella", "last_name"=>"Peters", "scopus_author_id"=>"23985912300"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"pui"=>"373837836", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "doi"=>"10.1371/journal.pone.0106086", "scopus"=>"2-s2.0-84940341230", "pmid"=>"25153196", "sgr"=>"84940341230"}, "id"=>"c76fba76-63e5-307b-85b6-0eec83243f1a", "abstract"=>"Because Twitter and other social media are increasingly used for analyses based on altmetrics, this research sought to understand what contexts, affordance use, and social activities influence the tweeting behavior of astrophysicists. Thus, the presented study has been guided by three research questions that consider the influence of astrophysicists' activities (i.e., publishing and tweeting frequency) and of their tweet construction and affordance use (i.e. use of hashtags, language, and emotions) on the conversational connections they have on Twitter. We found that astrophysicists communicate with a variety of user types (e.g. colleagues, science communicators, other researchers, and educators) and that in the ego networks of the astrophysicists clear groups consisting of users with different professional roles can be distinguished. Interestingly, the analysis of noun phrases and hashtags showed that when the astrophysicists address the different groups of very different professional composition they use very similar terminology, but that they do not talk to each other (i.e. mentioning other user names in tweets). The results also showed that in those areas of the ego networks that tweeted more the sentiment of the tweets tended to be closer to neutral, connecting frequent tweeting with information sharing activities rather than conversations or expressing opinions.", "link"=>"http://www.mendeley.com/research/astrophysicists-conversational-connections-twitter", "reader_count"=>57, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Librarian"=>11, "Researcher"=>14, "Student > Doctoral Student"=>3, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>2, "Other"=>5, "Student > Master"=>6, "Student > Bachelor"=>1, "Lecturer"=>2, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Librarian"=>11, "Researcher"=>14, "Student > Doctoral Student"=>3, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>2, "Other"=>5, "Student > Master"=>6, "Student > Bachelor"=>1, "Lecturer"=>2, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>4, "Medicine and Dentistry"=>2, "Agricultural and Biological Sciences"=>1, "Arts and Humanities"=>4, "Business, Management and Accounting"=>4, "Physics and Astronomy"=>1, "Psychology"=>2, "Social Sciences"=>26, "Computer Science"=>11, "Earth and Planetary Sciences"=>1, "Economics, Econometrics and Finance"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>2}, "Social Sciences"=>{"Social Sciences"=>26}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>2}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>1}, "Computer Science"=>{"Computer Science"=>11}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>4}, "Unspecified"=>{"Unspecified"=>4}, "Arts and Humanities"=>{"Arts and Humanities"=>4}}, "reader_count_by_country"=>{"Republic of Singapore"=>1, "Canada"=>4, "Netherlands"=>3, "United States"=>5, "Denmark"=>1, "Italy"=>1, "Australia"=>1, "Switzerland"=>1, "Germany"=>1, "Spain"=>2}, "group_count"=>8}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84940341230"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84940341230?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84940341230&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84940341230&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84940341230", "dc:identifier"=>"SCOPUS_ID:84940341230", "eid"=>"2-s2.0-84940341230", "dc:title"=>"Astrophysicists' conversational connections on Twitter", "dc:creator"=>"Holmberg K.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"9", "prism:issueIdentifier"=>"8", "prism:pageRange"=>nil, "prism:coverDate"=>"2014-08-25", "prism:coverDisplayDate"=>"25 August 2014", "prism:doi"=>"10.1371/journal.pone.0106086", "citedby-count"=>"24", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Abo Akademi University", "affiliation-city"=>"Abo", "affiliation-country"=>"Finland"}, {"@_fa"=>"true", "affilname"=>"University of Wolverhampton", "affiliation-city"=>"Wolverhampton", "affiliation-country"=>"United Kingdom"}], "pubmed-id"=>"25153196", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e106086", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0106086", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Twitter

Counter

  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"16", "xml_views"=>"6", "html_views"=>"561"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"22", "xml_views"=>"2", "html_views"=>"484"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"3", "html_views"=>"112"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"187"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"82"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"2", "html_views"=>"88"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"131"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"125"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"20", "xml_views"=>"2", "html_views"=>"125"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"57"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"51"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"44"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"79"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"66"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"118"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"102"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"49"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"75"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"35"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"33"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"53"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"31"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"3", "html_views"=>"59"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"71"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"61"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"48"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"40"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"40"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"2", "xml_views"=>"4", "html_views"=>"48"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"60"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"2", "html_views"=>"39"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"31"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"1", "xml_views"=>"1", "html_views"=>"34"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"17"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"20"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"12"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"5", "html_views"=>"14"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"3", "html_views"=>"18"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"21"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"10"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"14"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"7"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"14"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"12"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"6"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"12"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"5"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"6"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"12"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"12"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"12"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"6"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"5"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"13"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"12"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"4"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"1"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1649052"], "description"=>"<p>Number of hashtags and unique hashtags used in the tweets of the detected communities.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150672, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.t003", "stats"=>{"downloads"=>2, "page_views"=>38, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Number_of_hashtags_and_unique_hashtags_used_in_the_tweets_of_the_detected_communities_/1150672", "title"=>"Number of hashtags and unique hashtags used in the tweets of the detected communities.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649048"], "description"=>"<p>Top 5 hashtags and their meaning by community.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150668, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.t004", "stats"=>{"downloads"=>5, "page_views"=>30, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Top_5_hashtags_and_their_meaning_by_community_/1150668", "title"=>"Top 5 hashtags and their meaning by community.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649050"], "description"=>"<p>Roles of the users mentioned in the tweets.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150669, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.t001", "stats"=>{"downloads"=>4, "page_views"=>28, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Roles_of_the_users_mentioned_in_the_tweets_/1150669", "title"=>"Roles of the users mentioned in the tweets.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649047"], "description"=>"<p>Sentiment of tweets by communities.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150659, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.t005", "stats"=>{"downloads"=>3, "page_views"=>57, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Sentiment_of_tweets_by_communities_/1150659", "title"=>"Sentiment of tweets by communities.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649024"], "description"=>"<p><a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0106086#pone-0106086-g004\" target=\"_blank\">Figure 4</a> shows the conversational connections to users with different roles or professions based on the publishing behavior of the studied astrophysicists.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150644, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.g004", "stats"=>{"downloads"=>1, "page_views"=>33, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Average_of_people_mentioned_by_role_by_astrophysicist_by_publishing_behavior_/1150644", "title"=>"Average of people mentioned by role by astrophysicist by publishing behavior.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649021"], "description"=>"<p><a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0106086#pone-0106086-g002\" target=\"_blank\">Figure 2</a> shows the number of conversations the studied astrophysicists had with other usernames and the number of unique usernames they mentioned. Overall there is a strong correlation between the number of users mentioned and the number of conversations, some astrophysicists have more conversations with fewer Twitter users while others have their conversations with a much wider audience.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150641, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.g002", "stats"=>{"downloads"=>3, "page_views"=>33, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Number_of_people_contacted_and_the_number_of_conversations_had_by_the_32_astrophysicists_/1150641", "title"=>"Number of people contacted and the number of conversations had by the 32 astrophysicists.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649038"], "description"=>"<p><a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0106086#pone-0106086-g006\" target=\"_blank\">Figure 6</a> shows the professional make-up of the communities detected in the conversational network. The results show how the different conversational communities consist of very different types of users.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150658, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.g006", "stats"=>{"downloads"=>1, "page_views"=>30, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Percentage_of_people_with_different_roles_in_the_7_communities_/1150658", "title"=>"Percentage of people with different roles in the 7 communities.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649053"], "description"=>"<p>Similarities (Pearson's <i>r</i>) between the noun phrases used in each community (Mod0–Mod6).</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150673, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.t002", "stats"=>{"downloads"=>2, "page_views"=>24, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Similarities_Pearson_s_r_between_the_noun_phrases_used_in_each_community_Mod0_Mod6_/1150673", "title"=>"Similarities (Pearson's <i>r</i>) between the noun phrases used in each community (Mod0–Mod6).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649020"], "description"=>"<p><a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0106086#pone-0106086-g001\" target=\"_blank\">Figure 1</a> shows how skewed the frequency with which usernames were mentioned was, with a few usernames that were mentioned frequently and with a lot of usernames that were only mentioned once or just a few times.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150640, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.g001", "stats"=>{"downloads"=>0, "page_views"=>24, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_frequencies_with_which_usernames_were_mentioned_on_a_log_scale_/1150640", "title"=>"The frequencies with which usernames were mentioned on a log-scale.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649023"], "description"=>"<p><a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0106086#pone-0106086-g003\" target=\"_blank\">Figure 3</a> shows the conversational connections to users with different roles or professions according to the tweeting activity of the astrophysicists.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150643, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.g003", "stats"=>{"downloads"=>0, "page_views"=>33, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Percentage_of_people_mentioned_by_role_by_astrophysicist_on_average_by_tweeting_behavior_/1150643", "title"=>"Percentage of people mentioned by role by astrophysicist on average by tweeting behavior.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-08-25 08:47:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1649035"], "description"=>"<p>The network graph in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0106086#pone-0106086-g005\" target=\"_blank\">figure 5</a> shows the conversational connections of the astrophysicists and the communities in them as detected with Gephi’s community detection.</p>", "links"=>[], "tags"=>["influence", "ego networks", "tweet", "research", "astrophysicist", "user", "hashtag", "i.e", "affordance use", "tweeting", "twitter"], "article_id"=>1150655, "categories"=>["Uncategorised"], "users"=>["Kim Holmberg", "Timothy D. Bowman", "Stefanie Haustein", "Isabella Peters"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0106086.g005", "stats"=>{"downloads"=>5, "page_views"=>52, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Conversational_connections_in_the_astrophysicists_8217_tweets_/1150655", "title"=>"Conversational connections in the astrophysicists’ tweets.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-08-25 08:47:17"}

PMC Usage Stats | Further Information

  • {"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"=>"2015", "month"=>"4"}
  • {"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"=>"2015", "month"=>"5"}
  • {"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"=>"2015", "month"=>"6"}
  • {"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"=>"2015", "month"=>"7"}
  • {"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"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"2", "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"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"44", "full-text"=>"42", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"5", "full-text"=>"3", "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"=>"7", "full-text"=>"6", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"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"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"38", "full-text"=>"42", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"14", "full-text"=>"7", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"10", "full-text"=>"5", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"6", "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"=>"8", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"4", "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"=>"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"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"7", "full-text"=>"10", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"0", "pdf"=>"0", "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"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"4", "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"=>"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"=>"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"=>"2017", "month"=>"7"}
  • {"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"=>"9"}
  • {"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"=>"2017", "month"=>"10"}
  • {"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"=>"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"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"11", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"11", "full-text"=>"1", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"7", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"14", "full-text"=>"30", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"10", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"2", "full-text"=>"0", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"8", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"19", "full-text"=>"20", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"15", "full-text"=>"15", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}

Relative Metric

{"start_date"=>"2014-01-01T00:00:00Z", "end_date"=>"2014-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[291]}, {"subject_area"=>"/Biology and life sciences/Behavior", "average_usage"=>[333]}, {"subject_area"=>"/Computer and information sciences", "average_usage"=>[327, 511]}, {"subject_area"=>"/People and places/Population groupings", "average_usage"=>[300]}]}
Loading … Spinner
There are currently no alerts